mae2/linear_eval/log.txt

2026-07-12 18:25:54 - Starting training...
2026-07-12 18:25:54 - Epoch 1/90
2026-07-12 18:41:36 - Train loss: 4.859708198370078
2026-07-12 18:41:36 - Starting testing...
2026-07-12 18:43:38 - Test loss: 3.6285762270355226
2026-07-12 18:43:38 - Test top-1: 0.29046
2026-07-12 18:43:38 - Test top-5: 0.53184
2026-07-12 18:43:40 - 
2026-07-12 18:43:40 - Epoch 2/90
2026-07-12 18:59:27 - Train loss: 3.5438652283106093
2026-07-12 18:59:27 - Starting testing...
2026-07-12 19:01:29 - Test loss: 3.079012911987305
2026-07-12 19:01:29 - Test top-1: 0.35774
2026-07-12 19:01:29 - Test top-5: 0.6119
2026-07-12 19:01:31 - 
2026-07-12 19:01:31 - Epoch 3/90
2026-07-12 19:17:20 - Train loss: 3.2241217967791433
2026-07-12 19:17:20 - Starting testing...
2026-07-12 19:19:22 - Test loss: 2.8792592122650147
2026-07-12 19:19:22 - Test top-1: 0.38528
2026-07-12 19:19:22 - Test top-5: 0.64084
2026-07-12 19:19:24 - 
2026-07-12 19:19:24 - Epoch 4/90
2026-07-12 19:35:11 - Train loss: 3.0971875679798617
2026-07-12 19:35:11 - Starting testing...
2026-07-12 19:37:13 - Test loss: 2.7772192739868165
2026-07-12 19:37:13 - Test top-1: 0.39936
2026-07-12 19:37:13 - Test top-5: 0.65712
2026-07-12 19:37:14 - 
2026-07-12 19:37:14 - Epoch 5/90
2026-07-12 19:52:58 - Train loss: 3.034271036967253
2026-07-12 19:52:58 - Starting testing...
2026-07-12 19:55:00 - Test loss: 2.729917371673584
2026-07-12 19:55:00 - Test top-1: 0.40484
2026-07-12 19:55:00 - Test top-5: 0.66466
2026-07-12 19:55:02 - 
2026-07-12 19:55:02 - Epoch 6/90
2026-07-12 20:10:44 - Train loss: 3.0140589009492826
2026-07-12 20:10:44 - Starting testing...
2026-07-12 20:12:47 - Test loss: 2.7179444954681395
2026-07-12 20:12:47 - Test top-1: 0.41118
2026-07-12 20:12:47 - Test top-5: 0.6667
2026-07-12 20:12:48 - 
2026-07-12 20:12:48 - Epoch 7/90
2026-07-12 20:28:36 - Train loss: 3.01328613055058
2026-07-12 20:28:36 - Starting testing...
2026-07-12 20:30:38 - Test loss: 2.715171064910889
2026-07-12 20:30:38 - Test top-1: 0.4123
2026-07-12 20:30:38 - Test top-5: 0.66874
2026-07-12 20:30:39 - 
2026-07-12 20:30:39 - Epoch 8/90
2026-07-12 20:46:26 - Train loss: 3.033967842658361
2026-07-12 20:46:26 - Starting testing...
2026-07-12 20:48:28 - Test loss: 2.7497256628417968
2026-07-12 20:48:28 - Test top-1: 0.41142
2026-07-12 20:48:28 - Test top-5: 0.66844
2026-07-12 20:48:29 - 
2026-07-12 20:48:29 - Epoch 9/90
2026-07-12 21:04:16 - Train loss: 3.0631140218331265
2026-07-12 21:04:16 - Starting testing...
2026-07-12 21:06:17 - Test loss: 2.780742381362915
2026-07-12 21:06:17 - Test top-1: 0.40916
2026-07-12 21:06:17 - Test top-5: 0.66368
2026-07-12 21:06:19 - 
2026-07-12 21:06:19 - Epoch 10/90
2026-07-12 21:22:07 - Train loss: 3.107262282799452
2026-07-12 21:22:07 - Starting testing...
2026-07-12 21:24:09 - Test loss: 2.8450861572265627
2026-07-12 21:24:09 - Test top-1: 0.40276
2026-07-12 21:24:09 - Test top-5: 0.65962
2026-07-12 21:24:10 - 
2026-07-12 21:24:10 - Epoch 11/90
2026-07-12 21:39:59 - Train loss: 3.1175248210246744
2026-07-12 21:39:59 - Starting testing...
2026-07-12 21:42:02 - Test loss: 2.805351926727295
2026-07-12 21:42:02 - Test top-1: 0.41012
2026-07-12 21:42:02 - Test top-5: 0.66928
2026-07-12 21:42:03 - 
2026-07-12 21:42:03 - Epoch 12/90
2026-07-12 21:57:48 - Train loss: 3.096580616938762
2026-07-12 21:57:48 - Starting testing...
2026-07-12 21:59:50 - Test loss: 2.769128774032593
2026-07-12 21:59:50 - Test top-1: 0.41886
2026-07-12 21:59:50 - Test top-5: 0.6716
2026-07-12 21:59:51 - 
2026-07-12 21:59:51 - Epoch 13/90
2026-07-12 22:15:37 - Train loss: 3.0746970360095682
2026-07-12 22:15:37 - Starting testing...
2026-07-12 22:17:39 - Test loss: 2.7672099041748046
2026-07-12 22:17:39 - Test top-1: 0.42174
2026-07-12 22:17:39 - Test top-5: 0.6744
2026-07-12 22:17:41 - 
2026-07-12 22:17:41 - Epoch 14/90
2026-07-12 22:33:27 - Train loss: 3.054274720259202
2026-07-12 22:33:27 - Starting testing...
2026-07-12 22:35:30 - Test loss: 2.7557268606567384
2026-07-12 22:35:30 - Test top-1: 0.42316
2026-07-12 22:35:30 - Test top-5: 0.67542
2026-07-12 22:35:31 - 
2026-07-12 22:35:31 - Epoch 15/90
2026-07-12 22:51:20 - Train loss: 3.0405570711845007
2026-07-12 22:51:20 - Starting testing...
2026-07-12 22:53:22 - Test loss: 2.722400655670166
2026-07-12 22:53:22 - Test top-1: 0.4227
2026-07-12 22:53:22 - Test top-5: 0.6824
2026-07-12 22:53:24 - 
2026-07-12 22:53:24 - Epoch 16/90
2026-07-12 23:09:09 - Train loss: 3.021349702890103
2026-07-12 23:09:09 - Starting testing...
2026-07-12 23:11:11 - Test loss: 2.7557218461608888
2026-07-12 23:11:11 - Test top-1: 0.42144
2026-07-12 23:11:11 - Test top-5: 0.67796
2026-07-12 23:11:12 - 
2026-07-12 23:11:12 - Epoch 17/90
2026-07-12 23:26:56 - Train loss: 3.012052821807372
2026-07-12 23:26:56 - Starting testing...
2026-07-12 23:28:58 - Test loss: 2.7165258478546144
2026-07-12 23:28:58 - Test top-1: 0.42778
2026-07-12 23:28:58 - Test top-5: 0.6815
2026-07-12 23:28:59 - 
2026-07-12 23:28:59 - Epoch 18/90
2026-07-12 23:44:41 - Train loss: 3.0020715907598152
2026-07-12 23:44:41 - Starting testing...
2026-07-12 23:46:43 - Test loss: 2.6985579334259033
2026-07-12 23:46:43 - Test top-1: 0.43222
2026-07-12 23:46:43 - Test top-5: 0.68556
2026-07-12 23:46:45 - 
2026-07-12 23:46:45 - Epoch 19/90
2026-07-13 00:02:27 - Train loss: 2.9863709601072164
2026-07-13 00:02:27 - Starting testing...
2026-07-13 00:04:29 - Test loss: 2.6836669184112547
2026-07-13 00:04:29 - Test top-1: 0.43288
2026-07-13 00:04:29 - Test top-5: 0.68634
2026-07-13 00:04:30 - 
2026-07-13 00:04:30 - Epoch 20/90
2026-07-13 00:20:15 - Train loss: 2.979285914164323
2026-07-13 00:20:15 - Starting testing...
2026-07-13 00:22:17 - Test loss: 2.68929780670166
2026-07-13 00:22:17 - Test top-1: 0.43634
2026-07-13 00:22:17 - Test top-5: 0.68708
2026-07-13 00:22:19 - 
2026-07-13 00:22:19 - Epoch 21/90
2026-07-13 00:38:03 - Train loss: 2.9622243558749175
2026-07-13 00:38:03 - Starting testing...
2026-07-13 00:40:05 - Test loss: 2.68358610168457
2026-07-13 00:40:05 - Test top-1: 0.43318
2026-07-13 00:40:05 - Test top-5: 0.68876
2026-07-13 00:40:06 - 
2026-07-13 00:40:06 - Epoch 22/90
2026-07-13 00:55:50 - Train loss: 2.946645745864281
2026-07-13 00:55:50 - Starting testing...
2026-07-13 00:57:51 - Test loss: 2.6877216595458986
2026-07-13 00:57:51 - Test top-1: 0.43552
2026-07-13 00:57:51 - Test top-5: 0.68686
2026-07-13 00:57:53 - 
2026-07-13 00:57:53 - Epoch 23/90
2026-07-13 01:13:37 - Train loss: 2.940694679816564
2026-07-13 01:13:37 - Starting testing...
2026-07-13 01:15:40 - Test loss: 2.658465684661865
2026-07-13 01:15:40 - Test top-1: 0.43832
2026-07-13 01:15:40 - Test top-5: 0.69074
2026-07-13 01:15:41 - 
2026-07-13 01:15:41 - Epoch 24/90
2026-07-13 01:31:31 - Train loss: 2.925313188479497
2026-07-13 01:31:31 - Starting testing...
2026-07-13 01:33:32 - Test loss: 2.6560476460266114
2026-07-13 01:33:32 - Test top-1: 0.4413
2026-07-13 01:33:32 - Test top-5: 0.69216
2026-07-13 01:33:33 - 
2026-07-13 01:33:33 - Epoch 25/90
2026-07-13 01:49:18 - Train loss: 2.9177218943070145
2026-07-13 01:49:18 - Starting testing...
2026-07-13 01:51:20 - Test loss: 2.634159828414917
2026-07-13 01:51:20 - Test top-1: 0.44144
2026-07-13 01:51:20 - Test top-5: 0.69272
2026-07-13 01:51:22 - 
2026-07-13 01:51:22 - Epoch 26/90
2026-07-13 02:07:05 - Train loss: 2.902102375641847
2026-07-13 02:07:05 - Starting testing...
2026-07-13 02:09:07 - Test loss: 2.62954157623291
2026-07-13 02:09:07 - Test top-1: 0.44362
2026-07-13 02:09:07 - Test top-5: 0.69434
2026-07-13 02:09:08 - 
2026-07-13 02:09:08 - Epoch 27/90
2026-07-13 02:24:54 - Train loss: 2.886276290966914
2026-07-13 02:24:54 - Starting testing...
2026-07-13 02:26:55 - Test loss: 2.616421187362671
2026-07-13 02:26:55 - Test top-1: 0.44188
2026-07-13 02:26:55 - Test top-5: 0.6991
2026-07-13 02:26:56 - 
2026-07-13 02:26:56 - Epoch 28/90
2026-07-13 02:42:40 - Train loss: 2.8724808425475388
2026-07-13 02:42:40 - Starting testing...
2026-07-13 02:44:41 - Test loss: 2.597898910675049
2026-07-13 02:44:41 - Test top-1: 0.4484
2026-07-13 02:44:41 - Test top-5: 0.69772
2026-07-13 02:44:43 - 
2026-07-13 02:44:43 - Epoch 29/90
2026-07-13 03:00:31 - Train loss: 2.8621745713246174
2026-07-13 03:00:31 - Starting testing...
2026-07-13 03:02:33 - Test loss: 2.594115118942261
2026-07-13 03:02:33 - Test top-1: 0.44982
2026-07-13 03:02:33 - Test top-5: 0.69858
2026-07-13 03:02:34 - 
2026-07-13 03:02:34 - Epoch 30/90
2026-07-13 03:18:17 - Train loss: 2.8468075088965588
2026-07-13 03:18:17 - Starting testing...
2026-07-13 03:20:19 - Test loss: 2.568723787765503
2026-07-13 03:20:19 - Test top-1: 0.45008
2026-07-13 03:20:19 - Test top-5: 0.70296
2026-07-13 03:20:21 - 
2026-07-13 03:20:21 - Epoch 31/90
2026-07-13 03:36:08 - Train loss: 2.837946592997282
2026-07-13 03:36:08 - Starting testing...
2026-07-13 03:38:10 - Test loss: 2.561307784194946
2026-07-13 03:38:10 - Test top-1: 0.45402
2026-07-13 03:38:10 - Test top-5: 0.7033
2026-07-13 03:38:11 - 
2026-07-13 03:38:11 - Epoch 32/90
2026-07-13 03:53:55 - Train loss: 2.8228036814775224
2026-07-13 03:53:55 - Starting testing...
2026-07-13 03:55:56 - Test loss: 2.559529003601074
2026-07-13 03:55:56 - Test top-1: 0.45108
2026-07-13 03:55:56 - Test top-5: 0.70452
2026-07-13 03:55:58 - 
2026-07-13 03:55:58 - Epoch 33/90
2026-07-13 04:11:37 - Train loss: 2.812677121315247
2026-07-13 04:11:37 - Starting testing...
2026-07-13 04:13:39 - Test loss: 2.537685241012573
2026-07-13 04:13:39 - Test top-1: 0.45488
2026-07-13 04:13:39 - Test top-5: 0.70612
2026-07-13 04:13:40 - 
2026-07-13 04:13:40 - Epoch 34/90
2026-07-13 04:29:23 - Train loss: 2.797905379380935
2026-07-13 04:29:23 - Starting testing...
2026-07-13 04:31:25 - Test loss: 2.5564110647583007
2026-07-13 04:31:25 - Test top-1: 0.45382
2026-07-13 04:31:25 - Test top-5: 0.70534
2026-07-13 04:31:26 - 
2026-07-13 04:31:26 - Epoch 35/90
2026-07-13 04:47:10 - Train loss: 2.780947592778084
2026-07-13 04:47:10 - Starting testing...
2026-07-13 04:49:12 - Test loss: 2.5277494328308103
2026-07-13 04:49:12 - Test top-1: 0.45766
2026-07-13 04:49:12 - Test top-5: 0.70912
2026-07-13 04:49:13 - 
2026-07-13 04:49:13 - Epoch 36/90
2026-07-13 05:04:55 - Train loss: 2.7670489702469263
2026-07-13 05:04:55 - Starting testing...
2026-07-13 05:06:57 - Test loss: 2.5167859665679932
2026-07-13 05:06:57 - Test top-1: 0.45874
2026-07-13 05:06:57 - Test top-5: 0.70862
2026-07-13 05:06:58 - 
2026-07-13 05:06:58 - Epoch 37/90
2026-07-13 05:22:43 - Train loss: 2.7534139377948565
2026-07-13 05:22:43 - Starting testing...
2026-07-13 05:24:44 - Test loss: 2.492445634841919
2026-07-13 05:24:44 - Test top-1: 0.46318
2026-07-13 05:24:44 - Test top-5: 0.71002
2026-07-13 05:24:46 - 
2026-07-13 05:24:46 - Epoch 38/90
2026-07-13 05:40:30 - Train loss: 2.7402214790001893
2026-07-13 05:40:30 - Starting testing...
2026-07-13 05:42:32 - Test loss: 2.4842503367614746
2026-07-13 05:42:32 - Test top-1: 0.4664
2026-07-13 05:42:32 - Test top-5: 0.712
2026-07-13 05:42:34 - 
2026-07-13 05:42:34 - Epoch 39/90
2026-07-13 05:58:21 - Train loss: 2.7263716145967827
2026-07-13 05:58:21 - Starting testing...
2026-07-13 06:00:23 - Test loss: 2.4726281651306152
2026-07-13 06:00:23 - Test top-1: 0.46608
2026-07-13 06:00:23 - Test top-5: 0.71316
2026-07-13 06:00:25 - 
2026-07-13 06:00:25 - Epoch 40/90
2026-07-13 06:16:07 - Train loss: 2.7152930735013423
2026-07-13 06:16:07 - Starting testing...
2026-07-13 06:18:08 - Test loss: 2.4675884287261964
2026-07-13 06:18:08 - Test top-1: 0.46312
2026-07-13 06:18:08 - Test top-5: 0.71794
2026-07-13 06:18:10 - 
2026-07-13 06:18:10 - Epoch 41/90
2026-07-13 06:33:53 - Train loss: 2.6980921503825064
2026-07-13 06:33:53 - Starting testing...
2026-07-13 06:35:54 - Test loss: 2.447381351547241
2026-07-13 06:35:54 - Test top-1: 0.46708
2026-07-13 06:35:54 - Test top-5: 0.71768
2026-07-13 06:35:56 - 
2026-07-13 06:35:56 - Epoch 42/90
2026-07-13 06:51:39 - Train loss: 2.682247994037775
2026-07-13 06:51:39 - Starting testing...
2026-07-13 06:53:41 - Test loss: 2.436815340270996
2026-07-13 06:53:41 - Test top-1: 0.46888
2026-07-13 06:53:41 - Test top-5: 0.71836
2026-07-13 06:53:42 - 
2026-07-13 06:53:42 - Epoch 43/90
2026-07-13 07:09:26 - Train loss: 2.671485421749262
2026-07-13 07:09:26 - Starting testing...
2026-07-13 07:11:28 - Test loss: 2.419810553741455
2026-07-13 07:11:28 - Test top-1: 0.47344
2026-07-13 07:11:28 - Test top-5: 0.72058
2026-07-13 07:11:29 - 
2026-07-13 07:11:29 - Epoch 44/90
2026-07-13 07:27:14 - Train loss: 2.654499505574887
2026-07-13 07:27:14 - Starting testing...
2026-07-13 07:29:15 - Test loss: 2.406769847488403
2026-07-13 07:29:15 - Test top-1: 0.4728
2026-07-13 07:29:15 - Test top-5: 0.72288
2026-07-13 07:29:17 - 
2026-07-13 07:29:17 - Epoch 45/90
2026-07-13 07:45:02 - Train loss: 2.640787776464071
2026-07-13 07:45:02 - Starting testing...
2026-07-13 07:47:04 - Test loss: 2.4085063610076904
2026-07-13 07:47:04 - Test top-1: 0.47344
2026-07-13 07:47:04 - Test top-5: 0.72164
2026-07-13 07:47:06 - 
2026-07-13 07:47:06 - Epoch 46/90
2026-07-13 08:02:51 - Train loss: 2.628946139262273
2026-07-13 08:02:51 - Starting testing...
2026-07-13 08:04:53 - Test loss: 2.3903630850982664
2026-07-13 08:04:53 - Test top-1: 0.47506
2026-07-13 08:04:53 - Test top-5: 0.72496
2026-07-13 08:04:54 - 
2026-07-13 08:04:54 - Epoch 47/90
2026-07-13 08:20:38 - Train loss: 2.6125680063015375
2026-07-13 08:20:38 - Starting testing...
2026-07-13 08:22:40 - Test loss: 2.386499234695435
2026-07-13 08:22:40 - Test top-1: 0.47772
2026-07-13 08:22:40 - Test top-5: 0.72426
2026-07-13 08:22:41 - 
2026-07-13 08:22:41 - Epoch 48/90
2026-07-13 08:38:29 - Train loss: 2.5997538620080705
2026-07-13 08:38:29 - Starting testing...
2026-07-13 08:40:32 - Test loss: 2.36439329788208
2026-07-13 08:40:32 - Test top-1: 0.48046
2026-07-13 08:40:32 - Test top-5: 0.72728
2026-07-13 08:40:33 - 
2026-07-13 08:40:33 - Epoch 49/90
2026-07-13 08:56:19 - Train loss: 2.5902985082222867
2026-07-13 08:56:19 - Starting testing...
2026-07-13 08:58:21 - Test loss: 2.356868829345703
2026-07-13 08:58:21 - Test top-1: 0.48138
2026-07-13 08:58:21 - Test top-5: 0.72736
2026-07-13 08:58:23 - 
2026-07-13 08:58:23 - Epoch 50/90
2026-07-13 09:14:05 - Train loss: 2.573722486312573
2026-07-13 09:14:05 - Starting testing...
2026-07-13 09:16:08 - Test loss: 2.3391806702423095
2026-07-13 09:16:08 - Test top-1: 0.484
2026-07-13 09:16:08 - Test top-5: 0.7315
2026-07-13 09:16:09 - 
2026-07-13 09:16:09 - Epoch 51/90
2026-07-13 09:31:56 - Train loss: 2.560846467048694
2026-07-13 09:31:56 - Starting testing...
2026-07-13 09:33:58 - Test loss: 2.332115821990967
2026-07-13 09:33:58 - Test top-1: 0.48582
2026-07-13 09:33:58 - Test top-5: 0.7324
2026-07-13 09:34:00 - 
2026-07-13 09:34:00 - Epoch 52/90
2026-07-13 09:49:42 - Train loss: 2.545495528441209
2026-07-13 09:49:42 - Starting testing...
2026-07-13 09:51:45 - Test loss: 2.324122013168335
2026-07-13 09:51:45 - Test top-1: 0.48744
2026-07-13 09:51:45 - Test top-5: 0.73336
2026-07-13 09:51:46 - 
2026-07-13 09:51:46 - Epoch 53/90
2026-07-13 10:07:31 - Train loss: 2.534206007535641
2026-07-13 10:07:31 - Starting testing...
2026-07-13 10:09:33 - Test loss: 2.3199838584136963
2026-07-13 10:09:33 - Test top-1: 0.4869
2026-07-13 10:09:33 - Test top-5: 0.7334
2026-07-13 10:09:34 - 
2026-07-13 10:09:34 - Epoch 54/90
2026-07-13 10:25:26 - Train loss: 2.524161561177327
2026-07-13 10:25:26 - Starting testing...
2026-07-13 10:27:28 - Test loss: 2.298792437210083
2026-07-13 10:27:28 - Test top-1: 0.49104
2026-07-13 10:27:28 - Test top-5: 0.73752
2026-07-13 10:27:29 - 
2026-07-13 10:27:29 - Epoch 55/90
2026-07-13 10:43:14 - Train loss: 2.5069438348977995
2026-07-13 10:43:14 - Starting testing...
2026-07-13 10:45:17 - Test loss: 2.280235316696167
2026-07-13 10:45:17 - Test top-1: 0.4935
2026-07-13 10:45:17 - Test top-5: 0.73898
2026-07-13 10:45:18 - 
2026-07-13 10:45:18 - Epoch 56/90
2026-07-13 11:01:01 - Train loss: 2.497188559709451
2026-07-13 11:01:01 - Starting testing...
2026-07-13 11:03:03 - Test loss: 2.284901856002808
2026-07-13 11:03:03 - Test top-1: 0.49306
2026-07-13 11:03:03 - Test top-5: 0.73776
2026-07-13 11:03:04 - 
2026-07-13 11:03:04 - Epoch 57/90
2026-07-13 11:18:49 - Train loss: 2.484764467447232
2026-07-13 11:18:49 - Starting testing...
2026-07-13 11:20:52 - Test loss: 2.266715976409912
2026-07-13 11:20:52 - Test top-1: 0.49572
2026-07-13 11:20:52 - Test top-5: 0.74058
2026-07-13 11:20:53 - 
2026-07-13 11:20:53 - Epoch 58/90
2026-07-13 11:36:35 - Train loss: 2.4730194264497514
2026-07-13 11:36:35 - Starting testing...
2026-07-13 11:38:37 - Test loss: 2.2478981468200683
2026-07-13 11:38:37 - Test top-1: 0.49974
2026-07-13 11:38:37 - Test top-5: 0.7425
2026-07-13 11:38:39 - 
2026-07-13 11:38:39 - Epoch 59/90
2026-07-13 11:54:23 - Train loss: 2.4635625779628754
2026-07-13 11:54:23 - Starting testing...
2026-07-13 11:56:25 - Test loss: 2.253013467636108
2026-07-13 11:56:25 - Test top-1: 0.4986
2026-07-13 11:56:25 - Test top-5: 0.74404
2026-07-13 11:56:27 - 
2026-07-13 11:56:27 - Epoch 60/90
2026-07-13 12:12:09 - Train loss: 2.449078454421117
2026-07-13 12:12:09 - Starting testing...
2026-07-13 12:14:10 - Test loss: 2.249526011581421
2026-07-13 12:14:10 - Test top-1: 0.49754
2026-07-13 12:14:10 - Test top-5: 0.74334
2026-07-13 12:14:12 - 
2026-07-13 12:14:12 - Epoch 61/90
2026-07-13 12:29:55 - Train loss: 2.4422587278561716
2026-07-13 12:29:55 - Starting testing...
2026-07-13 12:31:57 - Test loss: 2.2260859565734865
2026-07-13 12:31:57 - Test top-1: 0.50214
2026-07-13 12:31:57 - Test top-5: 0.74504
2026-07-13 12:31:58 - 
2026-07-13 12:31:58 - Epoch 62/90
2026-07-13 12:47:43 - Train loss: 2.428149856818028
2026-07-13 12:47:43 - Starting testing...
2026-07-13 12:49:46 - Test loss: 2.224293666534424
2026-07-13 12:49:46 - Test top-1: 0.50304
2026-07-13 12:49:46 - Test top-5: 0.74708
2026-07-13 12:49:47 - 
2026-07-13 12:49:47 - Epoch 63/90
2026-07-13 13:05:33 - Train loss: 2.419146051009496
2026-07-13 13:05:33 - Starting testing...
2026-07-13 13:07:34 - Test loss: 2.2107690754699707
2026-07-13 13:07:34 - Test top-1: 0.50486
2026-07-13 13:07:34 - Test top-5: 0.74792
2026-07-13 13:07:35 - 
2026-07-13 13:07:35 - Epoch 64/90
2026-07-13 13:23:17 - Train loss: 2.407305530248544
2026-07-13 13:23:17 - Starting testing...
2026-07-13 13:25:19 - Test loss: 2.1996335898590087
2026-07-13 13:25:19 - Test top-1: 0.50838
2026-07-13 13:25:19 - Test top-5: 0.74904
2026-07-13 13:25:20 - 
2026-07-13 13:25:20 - Epoch 65/90
2026-07-13 13:41:04 - Train loss: 2.398088779204931
2026-07-13 13:41:04 - Starting testing...
2026-07-13 13:43:06 - Test loss: 2.1954050772857667
2026-07-13 13:43:06 - Test top-1: 0.50808
2026-07-13 13:43:06 - Test top-5: 0.74952
2026-07-13 13:43:07 - 
2026-07-13 13:43:07 - Epoch 66/90
2026-07-13 13:58:48 - Train loss: 2.389180960563513
2026-07-13 13:58:48 - Starting testing...
2026-07-13 14:00:51 - Test loss: 2.1906772445678713
2026-07-13 14:00:51 - Test top-1: 0.50802
2026-07-13 14:00:51 - Test top-5: 0.7503
2026-07-13 14:00:52 - 
2026-07-13 14:00:52 - Epoch 67/90
2026-07-13 14:16:39 - Train loss: 2.3796401543494983
2026-07-13 14:16:39 - Starting testing...
2026-07-13 14:18:40 - Test loss: 2.179413316268921
2026-07-13 14:18:40 - Test top-1: 0.51362
2026-07-13 14:18:40 - Test top-5: 0.7516
2026-07-13 14:18:42 - 
2026-07-13 14:18:42 - Epoch 68/90
2026-07-13 14:34:29 - Train loss: 2.3752010800899606
2026-07-13 14:34:29 - Starting testing...
2026-07-13 14:36:32 - Test loss: 2.1734249385070803
2026-07-13 14:36:32 - Test top-1: 0.51474
2026-07-13 14:36:32 - Test top-5: 0.75388
2026-07-13 14:36:33 - 
2026-07-13 14:36:33 - Epoch 69/90
2026-07-13 14:52:21 - Train loss: 2.3639449966259494
2026-07-13 14:52:21 - Starting testing...
2026-07-13 14:54:23 - Test loss: 2.1721691201782227
2026-07-13 14:54:23 - Test top-1: 0.51468
2026-07-13 14:54:23 - Test top-5: 0.75374
2026-07-13 14:54:25 - 
2026-07-13 14:54:25 - Epoch 70/90
2026-07-13 15:10:08 - Train loss: 2.355094929536184
2026-07-13 15:10:08 - Starting testing...
2026-07-13 15:12:10 - Test loss: 2.1614611598968505
2026-07-13 15:12:10 - Test top-1: 0.51856
2026-07-13 15:12:10 - Test top-5: 0.75492
2026-07-13 15:12:11 - 
2026-07-13 15:12:11 - Epoch 71/90
2026-07-13 15:27:56 - Train loss: 2.34772502993926
2026-07-13 15:27:56 - Starting testing...
2026-07-13 15:29:58 - Test loss: 2.1545499073028562
2026-07-13 15:29:58 - Test top-1: 0.5165
2026-07-13 15:29:58 - Test top-5: 0.75686
2026-07-13 15:29:59 - 
2026-07-13 15:29:59 - Epoch 72/90
2026-07-13 15:45:41 - Train loss: 2.3405412626572146
2026-07-13 15:45:41 - Starting testing...
2026-07-13 15:47:44 - Test loss: 2.1539286968994142
2026-07-13 15:47:44 - Test top-1: 0.51714
2026-07-13 15:47:44 - Test top-5: 0.7557
2026-07-13 15:47:45 - 
2026-07-13 15:47:45 - Epoch 73/90
2026-07-13 16:03:33 - Train loss: 2.3338082753694973
2026-07-13 16:03:33 - Starting testing...
2026-07-13 16:05:34 - Test loss: 2.148339732131958
2026-07-13 16:05:34 - Test top-1: 0.52002
2026-07-13 16:05:34 - Test top-5: 0.7562
2026-07-13 16:05:36 - 
2026-07-13 16:05:36 - Epoch 74/90
2026-07-13 16:21:20 - Train loss: 2.3255484157647843
2026-07-13 16:21:20 - Starting testing...
2026-07-13 16:23:22 - Test loss: 2.142475280532837
2026-07-13 16:23:22 - Test top-1: 0.52028
2026-07-13 16:23:22 - Test top-5: 0.75718
2026-07-13 16:23:23 - 
2026-07-13 16:23:23 - Epoch 75/90
2026-07-13 16:39:10 - Train loss: 2.319947662261816
2026-07-13 16:39:10 - Starting testing...
2026-07-13 16:41:12 - Test loss: 2.137412972564697
2026-07-13 16:41:12 - Test top-1: 0.52038
2026-07-13 16:41:12 - Test top-5: 0.75872
2026-07-13 16:41:13 - 
2026-07-13 16:41:13 - Epoch 76/90
2026-07-13 16:56:59 - Train loss: 2.315704731604992
2026-07-13 16:56:59 - Starting testing...
2026-07-13 16:59:01 - Test loss: 2.132817361679077
2026-07-13 16:59:01 - Test top-1: 0.5227
2026-07-13 16:59:01 - Test top-5: 0.75872
2026-07-13 16:59:02 - 
2026-07-13 16:59:02 - Epoch 77/90
2026-07-13 17:14:46 - Train loss: 2.3101045053738813
2026-07-13 17:14:46 - Starting testing...
2026-07-13 17:16:48 - Test loss: 2.1297357933807373
2026-07-13 17:16:48 - Test top-1: 0.5226
2026-07-13 17:16:48 - Test top-5: 0.75902
2026-07-13 17:16:50 - 
2026-07-13 17:16:50 - Epoch 78/90
2026-07-13 17:32:34 - Train loss: 2.306406174714749
2026-07-13 17:32:34 - Starting testing...
2026-07-13 17:34:35 - Test loss: 2.1247164751434324
2026-07-13 17:34:35 - Test top-1: 0.52364
2026-07-13 17:34:35 - Test top-5: 0.76042
2026-07-13 17:34:37 - 
2026-07-13 17:34:37 - Epoch 79/90
2026-07-13 17:50:25 - Train loss: 2.3018372303400283
2026-07-13 17:50:25 - Starting testing...
2026-07-13 17:52:27 - Test loss: 2.121444291152954
2026-07-13 17:52:27 - Test top-1: 0.52596
2026-07-13 17:52:27 - Test top-5: 0.75992
2026-07-13 17:52:29 - 
2026-07-13 17:52:29 - Epoch 80/90
2026-07-13 18:08:11 - Train loss: 2.2952902019023895
2026-07-13 18:08:11 - Starting testing...
2026-07-13 18:10:13 - Test loss: 2.119898179626465
2026-07-13 18:10:13 - Test top-1: 0.52582
2026-07-13 18:10:13 - Test top-5: 0.76058
2026-07-13 18:10:14 - 
2026-07-13 18:10:14 - Epoch 81/90
2026-07-13 18:25:58 - Train loss: 2.2948318353066077
2026-07-13 18:25:58 - Starting testing...
2026-07-13 18:27:59 - Test loss: 2.117280378265381
2026-07-13 18:27:59 - Test top-1: 0.52554
2026-07-13 18:27:59 - Test top-5: 0.76046
2026-07-13 18:28:00 - 
2026-07-13 18:28:00 - Epoch 82/90
2026-07-13 18:43:41 - Train loss: 2.284959281866367
2026-07-13 18:43:41 - Starting testing...
2026-07-13 18:45:42 - Test loss: 2.1148644598388673
2026-07-13 18:45:42 - Test top-1: 0.52666
2026-07-13 18:45:42 - Test top-5: 0.76132
2026-07-13 18:45:44 - 
2026-07-13 18:45:44 - Epoch 83/90
2026-07-13 19:01:33 - Train loss: 2.286390082958417
2026-07-13 19:01:33 - Starting testing...
2026-07-13 19:03:35 - Test loss: 2.1135158847808837
2026-07-13 19:03:35 - Test top-1: 0.5265
2026-07-13 19:03:35 - Test top-5: 0.76126
2026-07-13 19:03:36 - 
2026-07-13 19:03:36 - Epoch 84/90
2026-07-13 19:19:24 - Train loss: 2.280767627251454
2026-07-13 19:19:24 - Starting testing...
2026-07-13 19:21:26 - Test loss: 2.112307755584717
2026-07-13 19:21:26 - Test top-1: 0.52684
2026-07-13 19:21:26 - Test top-5: 0.76104
2026-07-13 19:21:27 - 
2026-07-13 19:21:27 - Epoch 85/90
2026-07-13 19:37:16 - Train loss: 2.2790286800800224
2026-07-13 19:37:16 - Starting testing...
2026-07-13 19:39:18 - Test loss: 2.110178281555176
2026-07-13 19:39:18 - Test top-1: 0.52752
2026-07-13 19:39:18 - Test top-5: 0.76192
2026-07-13 19:39:19 - 
2026-07-13 19:39:19 - Epoch 86/90
2026-07-13 19:55:06 - Train loss: 2.277409873711757
2026-07-13 19:55:06 - Starting testing...
2026-07-13 19:57:09 - Test loss: 2.109878693161011
2026-07-13 19:57:09 - Test top-1: 0.52724
2026-07-13 19:57:09 - Test top-5: 0.76204
2026-07-13 19:57:10 - 
2026-07-13 19:57:10 - Epoch 87/90
2026-07-13 20:12:57 - Train loss: 2.273640263539094
2026-07-13 20:12:57 - Starting testing...
2026-07-13 20:14:58 - Test loss: 2.109795011367798
2026-07-13 20:14:58 - Test top-1: 0.52776
2026-07-13 20:14:58 - Test top-5: 0.76186
2026-07-13 20:15:00 - 
2026-07-13 20:15:00 - Epoch 88/90
2026-07-13 20:30:41 - Train loss: 2.272455184123455
2026-07-13 20:30:41 - Starting testing...
2026-07-13 20:32:43 - Test loss: 2.110033094406128
2026-07-13 20:32:43 - Test top-1: 0.52822
2026-07-13 20:32:43 - Test top-5: 0.76194
2026-07-13 20:32:45 - 
2026-07-13 20:32:45 - Epoch 89/90
2026-07-13 20:48:27 - Train loss: 2.273563029674383
2026-07-13 20:48:27 - Starting testing...
2026-07-13 20:50:29 - Test loss: 2.1087419844055177
2026-07-13 20:50:29 - Test top-1: 0.5278
2026-07-13 20:50:29 - Test top-5: 0.76184
2026-07-13 20:50:30 - 
2026-07-13 20:50:30 - Epoch 90/90
2026-07-13 21:06:14 - Train loss: 2.270708226240598
2026-07-13 21:06:14 - Starting testing...
2026-07-13 21:08:16 - Test loss: 2.108765743560791
2026-07-13 21:08:16 - Test top-1: 0.52848
2026-07-13 21:08:16 - Test top-5: 0.76214
2026-07-13 21:08:17 -