simclr/linear_eval/log.txt

2026-04-20 15:05:22 - Starting training...
2026-04-20 15:05:22 - Epoch 1/90
2026-04-20 15:14:39 - Train loss: 2.7504427081499343
2026-04-20 15:14:39 - Starting testing...
2026-04-20 15:15:37 - Test loss: 2.2269566325378416
2026-04-20 15:15:37 - Test top-1: 0.4874
2026-04-20 15:15:37 - Test top-5: 0.75352
2026-04-20 15:15:38 - 
2026-04-20 15:15:38 - Epoch 2/90
2026-04-20 15:25:14 - Train loss: 2.184579465633784
2026-04-20 15:25:14 - Starting testing...
2026-04-20 15:26:09 - Test loss: 2.0714429988861083
2026-04-20 15:26:09 - Test top-1: 0.51648
2026-04-20 15:26:09 - Test top-5: 0.7775
2026-04-20 15:26:09 - 
2026-04-20 15:26:09 - Epoch 3/90
2026-04-20 15:35:43 - Train loss: 2.0633624631624956
2026-04-20 15:35:43 - Starting testing...
2026-04-20 15:36:38 - Test loss: 2.0009893752670287
2026-04-20 15:36:38 - Test top-1: 0.53088
2026-04-20 15:36:38 - Test top-5: 0.78772
2026-04-20 15:36:39 - 
2026-04-20 15:36:39 - Epoch 4/90
2026-04-20 15:46:21 - Train loss: 1.989939422561572
2026-04-20 15:46:21 - Starting testing...
2026-04-20 15:47:16 - Test loss: 1.9449942585372926
2026-04-20 15:47:16 - Test top-1: 0.54492
2026-04-20 15:47:16 - Test top-5: 0.79474
2026-04-20 15:47:16 - 
2026-04-20 15:47:16 - Epoch 5/90
2026-04-20 15:56:47 - Train loss: 1.9364106364739246
2026-04-20 15:56:47 - Starting testing...
2026-04-20 15:57:42 - Test loss: 1.9090889345550537
2026-04-20 15:57:42 - Test top-1: 0.55318
2026-04-20 15:57:42 - Test top-5: 0.79918
2026-04-20 15:57:43 - 
2026-04-20 15:57:43 - Epoch 6/90
2026-04-20 16:07:14 - Train loss: 1.8979496822143211
2026-04-20 16:07:14 - Starting testing...
2026-04-20 16:08:08 - Test loss: 1.8829076324081422
2026-04-20 16:08:08 - Test top-1: 0.55652
2026-04-20 16:08:08 - Test top-5: 0.80364
2026-04-20 16:08:09 - 
2026-04-20 16:08:09 - Epoch 7/90
2026-04-20 16:17:40 - Train loss: 1.8638032132234328
2026-04-20 16:17:40 - Starting testing...
2026-04-20 16:18:36 - Test loss: 1.8621244803619386
2026-04-20 16:18:36 - Test top-1: 0.56322
2026-04-20 16:18:36 - Test top-5: 0.80692
2026-04-20 16:18:36 - 
2026-04-20 16:18:36 - Epoch 8/90
2026-04-20 16:28:09 - Train loss: 1.8359875698120167
2026-04-20 16:28:09 - Starting testing...
2026-04-20 16:29:04 - Test loss: 1.844679560661316
2026-04-20 16:29:04 - Test top-1: 0.56568
2026-04-20 16:29:04 - Test top-5: 0.80958
2026-04-20 16:29:04 - 
2026-04-20 16:29:04 - Epoch 9/90
2026-04-20 16:38:38 - Train loss: 1.8117141891748478
2026-04-20 16:38:38 - Starting testing...
2026-04-20 16:39:33 - Test loss: 1.8296059482574463
2026-04-20 16:39:33 - Test top-1: 0.56926
2026-04-20 16:39:33 - Test top-5: 0.81218
2026-04-20 16:39:34 - 
2026-04-20 16:39:34 - Epoch 10/90
2026-04-20 16:49:14 - Train loss: 1.7913981584402232
2026-04-20 16:49:14 - Starting testing...
2026-04-20 16:50:09 - Test loss: 1.822151882133484
2026-04-20 16:50:09 - Test top-1: 0.57208
2026-04-20 16:50:09 - Test top-5: 0.81008
2026-04-20 16:50:09 - 
2026-04-20 16:50:09 - Epoch 11/90
2026-04-20 16:59:42 - Train loss: 1.7721743331505702
2026-04-20 16:59:42 - Starting testing...
2026-04-20 17:00:37 - Test loss: 1.8085416666412353
2026-04-20 17:00:37 - Test top-1: 0.57366
2026-04-20 17:00:37 - Test top-5: 0.8139
2026-04-20 17:00:37 - 
2026-04-20 17:00:37 - Epoch 12/90
2026-04-20 17:10:06 - Train loss: 1.7556191629324205
2026-04-20 17:10:06 - Starting testing...
2026-04-20 17:11:00 - Test loss: 1.7939603132247925
2026-04-20 17:11:00 - Test top-1: 0.57702
2026-04-20 17:11:00 - Test top-5: 0.81522
2026-04-20 17:11:01 - 
2026-04-20 17:11:01 - Epoch 13/90
2026-04-20 17:20:39 - Train loss: 1.741357405216266
2026-04-20 17:20:39 - Starting testing...
2026-04-20 17:21:34 - Test loss: 1.7906864175415038
2026-04-20 17:21:34 - Test top-1: 0.5787
2026-04-20 17:21:34 - Test top-5: 0.81554
2026-04-20 17:21:35 - 
2026-04-20 17:21:35 - Epoch 14/90
2026-04-20 21:12:44 - Continuing training from epoch 13...
2026-04-20 21:12:44 - Starting training...
2026-04-20 21:12:44 - Epoch 14/90
2026-04-20 21:22:22 - Train loss: 1.7250383729353929
2026-04-20 21:22:22 - Starting testing...
2026-04-20 21:23:17 - Test loss: 1.7796509088897705
2026-04-20 21:23:17 - Test top-1: 0.58062
2026-04-20 21:23:17 - Test top-5: 0.81746
2026-04-20 21:23:18 - 
2026-04-20 21:23:18 - Epoch 15/90
2026-04-20 21:33:03 - Train loss: 1.713937404828194
2026-04-20 21:33:03 - Starting testing...
2026-04-20 21:33:57 - Test loss: 1.7727070734405517
2026-04-20 21:33:57 - Test top-1: 0.58104
2026-04-20 21:33:57 - Test top-5: 0.81738
2026-04-20 21:33:58 - 
2026-04-20 21:33:58 - Epoch 16/90
2026-04-20 21:43:42 - Train loss: 1.7008730138723667
2026-04-20 21:43:42 - Starting testing...
2026-04-20 21:44:36 - Test loss: 1.7654730199432374
2026-04-20 21:44:36 - Test top-1: 0.58324
2026-04-20 21:44:36 - Test top-5: 0.82008
2026-04-20 21:44:36 - 
2026-04-20 21:44:36 - Epoch 17/90
2026-04-20 21:54:24 - Train loss: 1.6893583417702944
2026-04-20 21:54:24 - Starting testing...
2026-04-20 21:55:19 - Test loss: 1.7662128572463989
2026-04-20 21:55:19 - Test top-1: 0.58156
2026-04-20 21:55:19 - Test top-5: 0.81944
2026-04-20 21:55:20 - 
2026-04-20 21:55:20 - Epoch 18/90
2026-04-20 22:05:06 - Train loss: 1.6802162997997725
2026-04-20 22:05:06 - Starting testing...
2026-04-20 22:06:01 - Test loss: 1.7578461011886597
2026-04-20 22:06:01 - Test top-1: 0.58284
2026-04-20 22:06:01 - Test top-5: 0.82114
2026-04-20 22:06:02 - 
2026-04-20 22:06:02 - Epoch 19/90
2026-04-20 22:15:49 - Train loss: 1.6705596764118245
2026-04-20 22:15:49 - Starting testing...
2026-04-20 22:16:44 - Test loss: 1.760146505355835
2026-04-20 22:16:44 - Test top-1: 0.58126
2026-04-20 22:16:44 - Test top-5: 0.82094
2026-04-20 22:16:45 - 
2026-04-20 22:16:45 - Epoch 20/90
2026-04-20 22:26:27 - Train loss: 1.66112720928131
2026-04-20 22:26:27 - Starting testing...
2026-04-20 22:27:22 - Test loss: 1.7529201609802245
2026-04-20 22:27:22 - Test top-1: 0.58598
2026-04-20 22:27:22 - Test top-5: 0.82096
2026-04-20 22:27:22 - 
2026-04-20 22:27:22 - Epoch 21/90
2026-04-20 22:37:06 - Train loss: 1.6543583396153572
2026-04-20 22:37:06 - Starting testing...
2026-04-20 22:38:01 - Test loss: 1.7459032844161988
2026-04-20 22:38:01 - Test top-1: 0.58538
2026-04-20 22:38:01 - Test top-5: 0.82212
2026-04-20 22:38:01 - 
2026-04-20 22:38:01 - Epoch 22/90
2026-04-20 22:47:44 - Train loss: 1.6462002025964932
2026-04-20 22:47:44 - Starting testing...
2026-04-20 22:48:38 - Test loss: 1.748437360420227
2026-04-20 22:48:38 - Test top-1: 0.5861
2026-04-20 22:48:38 - Test top-5: 0.82068
2026-04-20 22:48:38 - 
2026-04-20 22:48:38 - Epoch 23/90
2026-04-20 22:58:19 - Train loss: 1.638590360681216
2026-04-20 22:58:19 - Starting testing...
2026-04-20 22:59:14 - Test loss: 1.7479058725357055
2026-04-20 22:59:14 - Test top-1: 0.58654
2026-04-20 22:59:14 - Test top-5: 0.82158
2026-04-20 22:59:14 - 
2026-04-20 22:59:14 - Epoch 24/90
2026-04-20 23:08:59 - Train loss: 1.6335099840011351
2026-04-20 23:08:59 - Starting testing...
2026-04-20 23:09:54 - Test loss: 1.7408392910766601
2026-04-20 23:09:54 - Test top-1: 0.58794
2026-04-20 23:09:54 - Test top-5: 0.82236
2026-04-20 23:09:55 - 
2026-04-20 23:09:55 - Epoch 25/90
2026-04-20 23:19:44 - Train loss: 1.6248117563052056
2026-04-20 23:19:44 - Starting testing...
2026-04-20 23:20:38 - Test loss: 1.738553640060425
2026-04-20 23:20:38 - Test top-1: 0.58558
2026-04-20 23:20:38 - Test top-5: 0.82322
2026-04-20 23:20:39 - 
2026-04-20 23:20:39 - Epoch 26/90
2026-04-20 23:30:28 - Train loss: 1.6194762755662968
2026-04-20 23:30:28 - Starting testing...
2026-04-20 23:31:22 - Test loss: 1.7349138442993164
2026-04-20 23:31:22 - Test top-1: 0.5887
2026-04-20 23:31:22 - Test top-5: 0.82456
2026-04-20 23:31:23 - 
2026-04-20 23:31:23 - Epoch 27/90
2026-04-20 23:41:06 - Train loss: 1.6126042172694817
2026-04-20 23:41:06 - Starting testing...
2026-04-20 23:42:00 - Test loss: 1.7293240665435792
2026-04-20 23:42:00 - Test top-1: 0.5904
2026-04-20 23:42:00 - Test top-5: 0.82314
2026-04-20 23:42:01 - 
2026-04-20 23:42:01 - Epoch 28/90
2026-04-20 23:51:49 - Train loss: 1.6057702165383558
2026-04-20 23:51:49 - Starting testing...
2026-04-20 23:52:44 - Test loss: 1.7297151754760742
2026-04-20 23:52:44 - Test top-1: 0.59002
2026-04-20 23:52:44 - Test top-5: 0.82476
2026-04-20 23:52:44 - 
2026-04-20 23:52:44 - Epoch 29/90
2026-04-21 00:02:25 - Train loss: 1.6013028785968437
2026-04-21 00:02:25 - Starting testing...
2026-04-21 00:03:19 - Test loss: 1.7262586856842042
2026-04-21 00:03:19 - Test top-1: 0.59018
2026-04-21 00:03:19 - Test top-5: 0.82576
2026-04-21 00:03:19 - 
2026-04-21 00:03:19 - Epoch 30/90
2026-04-21 00:13:05 - Train loss: 1.5963568893762736
2026-04-21 00:13:05 - Starting testing...
2026-04-21 00:14:00 - Test loss: 1.7216132664871215
2026-04-21 00:14:00 - Test top-1: 0.59162
2026-04-21 00:14:00 - Test top-5: 0.82642
2026-04-21 00:14:00 - 
2026-04-21 00:14:00 - Epoch 31/90
2026-04-21 00:23:49 - Train loss: 1.591400106365864
2026-04-21 00:23:49 - Starting testing...
2026-04-21 00:24:44 - Test loss: 1.7234981290435791
2026-04-21 00:24:44 - Test top-1: 0.59048
2026-04-21 00:24:44 - Test top-5: 0.82474
2026-04-21 00:24:44 - 
2026-04-21 00:24:44 - Epoch 32/90
2026-04-21 00:34:29 - Train loss: 1.5874978892314129
2026-04-21 00:34:29 - Starting testing...
2026-04-21 00:35:24 - Test loss: 1.7250664629364014
2026-04-21 00:35:24 - Test top-1: 0.59116
2026-04-21 00:35:24 - Test top-5: 0.82574
2026-04-21 00:35:25 - 
2026-04-21 00:35:25 - Epoch 33/90
2026-04-21 00:45:13 - Train loss: 1.5826822706522086
2026-04-21 00:45:13 - Starting testing...
2026-04-21 00:46:08 - Test loss: 1.723523150100708
2026-04-21 00:46:08 - Test top-1: 0.59128
2026-04-21 00:46:08 - Test top-5: 0.82548
2026-04-21 00:46:09 - 
2026-04-21 00:46:09 - Epoch 34/90
2026-04-21 00:55:56 - Train loss: 1.5766845108606877
2026-04-21 00:55:56 - Starting testing...
2026-04-21 00:56:51 - Test loss: 1.722765193748474
2026-04-21 00:56:51 - Test top-1: 0.59028
2026-04-21 00:56:51 - Test top-5: 0.8248
2026-04-21 00:56:52 - 
2026-04-21 00:56:52 - Epoch 35/90
2026-04-21 01:06:35 - Train loss: 1.572872838148704
2026-04-21 01:06:35 - Starting testing...
2026-04-21 01:07:30 - Test loss: 1.7153077488708497
2026-04-21 01:07:30 - Test top-1: 0.59512
2026-04-21 01:07:30 - Test top-5: 0.82632
2026-04-21 01:07:31 - 
2026-04-21 01:07:31 - Epoch 36/90
2026-04-21 01:17:22 - Train loss: 1.56949825049975
2026-04-21 01:17:22 - Starting testing...
2026-04-21 01:18:17 - Test loss: 1.7188851627731323
2026-04-21 01:18:17 - Test top-1: 0.59158
2026-04-21 01:18:17 - Test top-5: 0.82634
2026-04-21 01:18:18 - 
2026-04-21 01:18:18 - Epoch 37/90
2026-04-21 01:28:07 - Train loss: 1.5653275136764233
2026-04-21 01:28:07 - Starting testing...
2026-04-21 01:29:02 - Test loss: 1.7197090811157227
2026-04-21 01:29:02 - Test top-1: 0.59108
2026-04-21 01:29:02 - Test top-5: 0.82596
2026-04-21 01:29:03 - 
2026-04-21 01:29:03 - Epoch 38/90
2026-04-21 01:38:41 - Train loss: 1.5607275202488289
2026-04-21 01:38:41 - Starting testing...
2026-04-21 01:39:35 - Test loss: 1.719318081626892
2026-04-21 01:39:35 - Test top-1: 0.59216
2026-04-21 01:39:35 - Test top-5: 0.82556
2026-04-21 01:39:35 - 
2026-04-21 01:39:35 - Epoch 39/90
2026-04-21 01:49:19 - Train loss: 1.5569518338411281
2026-04-21 01:49:19 - Starting testing...
2026-04-21 01:50:14 - Test loss: 1.7198912107086182
2026-04-21 01:50:14 - Test top-1: 0.59164
2026-04-21 01:50:14 - Test top-5: 0.82558
2026-04-21 01:50:14 - 
2026-04-21 01:50:14 - Epoch 40/90
2026-04-21 02:00:09 - Train loss: 1.5542317017530785
2026-04-21 02:00:09 - Starting testing...
2026-04-21 02:01:04 - Test loss: 1.7152183639144898
2026-04-21 02:01:04 - Test top-1: 0.59284
2026-04-21 02:01:04 - Test top-5: 0.82734
2026-04-21 02:01:05 - 
2026-04-21 02:01:05 - Epoch 41/90
2026-04-21 02:10:52 - Train loss: 1.552687902099047
2026-04-21 02:10:52 - Starting testing...
2026-04-21 02:11:46 - Test loss: 1.717136929626465
2026-04-21 02:11:46 - Test top-1: 0.59142
2026-04-21 02:11:46 - Test top-5: 0.82482
2026-04-21 02:11:47 - 
2026-04-21 02:11:47 - Epoch 42/90
2026-04-21 02:21:33 - Train loss: 1.5468777662668474
2026-04-21 02:21:33 - Starting testing...
2026-04-21 02:22:27 - Test loss: 1.7159245579910278
2026-04-21 02:22:27 - Test top-1: 0.59184
2026-04-21 02:22:27 - Test top-5: 0.82678
2026-04-21 02:22:28 - 
2026-04-21 02:22:28 - Epoch 43/90
2026-04-21 02:32:11 - Train loss: 1.5439141919979682
2026-04-21 02:32:11 - Starting testing...
2026-04-21 02:33:06 - Test loss: 1.716916303024292
2026-04-21 02:33:06 - Test top-1: 0.59362
2026-04-21 02:33:06 - Test top-5: 0.82678
2026-04-21 02:33:06 - 
2026-04-21 02:33:06 - Epoch 44/90
2026-04-21 02:42:43 - Train loss: 1.5392633458742728
2026-04-21 02:42:43 - Starting testing...
2026-04-21 02:43:37 - Test loss: 1.7138996870803833
2026-04-21 02:43:37 - Test top-1: 0.59282
2026-04-21 02:43:37 - Test top-5: 0.8254
2026-04-21 02:43:38 - 
2026-04-21 02:43:38 - Epoch 45/90
2026-04-21 02:53:24 - Train loss: 1.5391882279744515
2026-04-21 02:53:24 - Starting testing...
2026-04-21 02:54:19 - Test loss: 1.7193340020751953
2026-04-21 02:54:19 - Test top-1: 0.59294
2026-04-21 02:54:19 - Test top-5: 0.82558
2026-04-21 02:54:20 - 
2026-04-21 02:54:20 - Epoch 46/90
2026-04-21 03:19:50 - Continuing training from epoch 45...
2026-04-21 03:19:50 - Starting training...
2026-04-21 03:19:50 - Epoch 46/90
2026-04-21 03:28:50 - Train loss: 1.5367853404619756
2026-04-21 03:28:50 - Starting testing...
2026-04-21 03:29:46 - Test loss: 1.7122604790496827
2026-04-21 03:29:46 - Test top-1: 0.59374
2026-04-21 03:29:46 - Test top-5: 0.82752
2026-04-21 03:29:46 - 
2026-04-21 03:29:46 - Epoch 47/90
2026-04-21 12:20:21 - Continuing training from epoch 46...
2026-04-21 12:20:21 - Starting training...
2026-04-21 12:20:21 - Epoch 47/90
2026-04-21 12:29:23 - Train loss: 1.5302911641506047
2026-04-21 12:29:23 - Starting testing...
2026-04-21 12:30:18 - Test loss: 1.7136809688949586
2026-04-21 12:30:18 - Test top-1: 0.59296
2026-04-21 12:30:18 - Test top-5: 0.82676
2026-04-21 12:30:19 - 
2026-04-21 12:30:19 - Epoch 48/90
2026-04-21 12:39:31 - Train loss: 1.526403355292785
2026-04-21 12:39:31 - Starting testing...
2026-04-21 12:40:23 - Test loss: 1.7067812041091919
2026-04-21 12:40:23 - Test top-1: 0.5955
2026-04-21 12:40:23 - Test top-5: 0.82664
2026-04-21 12:40:24 - 
2026-04-21 12:40:24 - Epoch 49/90
2026-04-21 12:49:32 - Train loss: 1.5271782611425107
2026-04-21 12:49:32 - Starting testing...
2026-04-21 12:50:25 - Test loss: 1.7117744509887696
2026-04-21 12:50:25 - Test top-1: 0.5951
2026-04-21 12:50:25 - Test top-5: 0.8263
2026-04-21 12:50:25 - 
2026-04-21 12:50:25 - Epoch 50/90
2026-04-21 12:59:35 - Train loss: 1.5254524774276292
2026-04-21 12:59:35 - Starting testing...
2026-04-21 13:00:29 - Test loss: 1.7081512258911133
2026-04-21 13:00:29 - Test top-1: 0.59434
2026-04-21 13:00:29 - Test top-5: 0.8273
2026-04-21 13:00:30 - 
2026-04-21 13:00:30 - Epoch 51/90
2026-04-21 13:09:47 - Train loss: 1.5223441506043458
2026-04-21 13:09:47 - Starting testing...
2026-04-21 13:10:40 - Test loss: 1.7121614066696167
2026-04-21 13:10:40 - Test top-1: 0.59424
2026-04-21 13:10:40 - Test top-5: 0.82664
2026-04-21 13:10:41 - 
2026-04-21 13:10:41 - Epoch 52/90
2026-04-21 13:19:55 - Train loss: 1.5183015236487756
2026-04-21 13:19:55 - Starting testing...
2026-04-21 13:20:48 - Test loss: 1.7130181830596924
2026-04-21 13:20:48 - Test top-1: 0.59452
2026-04-21 13:20:48 - Test top-5: 0.82652
2026-04-21 13:20:48 - 
2026-04-21 13:20:48 - Epoch 53/90
2026-04-21 13:30:03 - Train loss: 1.5191360375820062
2026-04-21 13:30:03 - Starting testing...
2026-04-21 13:30:55 - Test loss: 1.7136364052581787
2026-04-21 13:30:55 - Test top-1: 0.59378
2026-04-21 13:30:55 - Test top-5: 0.82722
2026-04-21 13:30:56 - 
2026-04-21 13:30:56 - Epoch 54/90
2026-04-21 13:40:08 - Train loss: 1.513663112735137
2026-04-21 13:40:08 - Starting testing...
2026-04-21 13:41:01 - Test loss: 1.7106026181030274
2026-04-21 13:41:01 - Test top-1: 0.59396
2026-04-21 13:41:01 - Test top-5: 0.82696
2026-04-21 13:41:02 - 
2026-04-21 13:41:02 - Epoch 55/90
2026-04-21 13:50:14 - Train loss: 1.5131583179418857
2026-04-21 13:50:14 - Starting testing...
2026-04-21 13:51:06 - Test loss: 1.7086353416061402
2026-04-21 13:51:06 - Test top-1: 0.59452
2026-04-21 13:51:06 - Test top-5: 0.82668
2026-04-21 13:51:07 - 
2026-04-21 13:51:07 - Epoch 56/90
2026-04-21 14:00:22 - Train loss: 1.5099475028423162
2026-04-21 14:00:22 - Starting testing...
2026-04-21 14:01:15 - Test loss: 1.714502947692871
2026-04-21 14:01:15 - Test top-1: 0.59566
2026-04-21 14:01:15 - Test top-5: 0.8254
2026-04-21 14:01:16 - 
2026-04-21 14:01:16 - Epoch 57/90
2026-04-21 14:10:30 - Train loss: 1.5062990906911018
2026-04-21 14:10:30 - Starting testing...
2026-04-21 14:11:23 - Test loss: 1.7068933520889282
2026-04-21 14:11:23 - Test top-1: 0.59646
2026-04-21 14:11:23 - Test top-5: 0.82814
2026-04-21 14:11:24 - 
2026-04-21 14:11:24 - Epoch 58/90
2026-04-21 14:20:33 - Train loss: 1.5066956144112806
2026-04-21 14:20:33 - Starting testing...
2026-04-21 14:21:26 - Test loss: 1.7110940903091432
2026-04-21 14:21:26 - Test top-1: 0.59608
2026-04-21 14:21:26 - Test top-5: 0.82652
2026-04-21 14:21:26 - 
2026-04-21 14:21:26 - Epoch 59/90
2026-04-21 14:30:37 - Train loss: 1.5022393659903452
2026-04-21 14:30:37 - Starting testing...
2026-04-21 14:31:29 - Test loss: 1.707153365020752
2026-04-21 14:31:29 - Test top-1: 0.59542
2026-04-21 14:31:29 - Test top-5: 0.8274
2026-04-21 14:31:30 - 
2026-04-21 14:31:30 - Epoch 60/90
2026-04-21 14:40:45 - Train loss: 1.5021892698147359
2026-04-21 14:40:45 - Starting testing...
2026-04-21 14:41:38 - Test loss: 1.713377678527832
2026-04-21 14:41:38 - Test top-1: 0.59354
2026-04-21 14:41:38 - Test top-5: 0.82686
2026-04-21 14:41:39 - 
2026-04-21 14:41:39 - Epoch 61/90
2026-04-21 14:50:50 - Train loss: 1.4987755937454028
2026-04-21 14:50:50 - Starting testing...
2026-04-21 14:51:43 - Test loss: 1.7095406197357177
2026-04-21 14:51:43 - Test top-1: 0.59502
2026-04-21 14:51:43 - Test top-5: 0.82766
2026-04-21 14:51:43 - 
2026-04-21 14:51:43 - Epoch 62/90
2026-04-21 15:01:00 - Train loss: 1.4972238861597502
2026-04-21 15:01:00 - Starting testing...
2026-04-21 15:01:53 - Test loss: 1.7072173090744018
2026-04-21 15:01:53 - Test top-1: 0.59634
2026-04-21 15:01:53 - Test top-5: 0.82826
2026-04-21 15:01:54 - 
2026-04-21 15:01:54 - Epoch 63/90
2026-04-21 15:11:08 - Train loss: 1.4964180680421681
2026-04-21 15:11:08 - Starting testing...
2026-04-21 15:12:01 - Test loss: 1.7102105825805665
2026-04-21 15:12:01 - Test top-1: 0.59424
2026-04-21 15:12:01 - Test top-5: 0.82692
2026-04-21 15:12:01 - 
2026-04-21 15:12:01 - Epoch 64/90
2026-04-21 15:21:19 - Train loss: 1.495213698500242
2026-04-21 15:21:19 - Starting testing...
2026-04-21 15:22:12 - Test loss: 1.7070296580886841
2026-04-21 15:22:12 - Test top-1: 0.59742
2026-04-21 15:22:12 - Test top-5: 0.82746
2026-04-21 15:22:12 - 
2026-04-21 15:22:12 - Epoch 65/90
2026-04-21 15:31:25 - Train loss: 1.4933281109119072
2026-04-21 15:31:25 - Starting testing...
2026-04-21 15:32:17 - Test loss: 1.7115006356811524
2026-04-21 15:32:17 - Test top-1: 0.5943
2026-04-21 15:32:17 - Test top-5: 0.8262
2026-04-21 15:32:18 - 
2026-04-21 15:32:18 - Epoch 66/90
2026-04-21 15:41:36 - Train loss: 1.4917424481648665
2026-04-21 15:41:36 - Starting testing...
2026-04-21 15:42:29 - Test loss: 1.7104434255218506
2026-04-21 15:42:29 - Test top-1: 0.59622
2026-04-21 15:42:29 - Test top-5: 0.82742
2026-04-21 15:42:30 - 
2026-04-21 15:42:30 - Epoch 67/90
2026-04-21 15:51:40 - Train loss: 1.4902208539155812
2026-04-21 15:51:40 - Starting testing...
2026-04-21 15:52:32 - Test loss: 1.71138660446167
2026-04-21 15:52:32 - Test top-1: 0.59398
2026-04-21 15:52:32 - Test top-5: 0.82776
2026-04-21 15:52:33 - 
2026-04-21 15:52:33 - Epoch 68/90
2026-04-21 16:01:50 - Train loss: 1.4880469357356048
2026-04-21 16:01:50 - Starting testing...
2026-04-21 16:02:44 - Test loss: 1.7084058945465088
2026-04-21 16:02:44 - Test top-1: 0.59574
2026-04-21 16:02:44 - Test top-5: 0.82706
2026-04-21 16:02:45 - 
2026-04-21 16:02:45 - Epoch 69/90
2026-04-21 16:11:58 - Train loss: 1.4868301519980798
2026-04-21 16:11:58 - Starting testing...
2026-04-21 16:12:51 - Test loss: 1.7126612111282349
2026-04-21 16:12:51 - Test top-1: 0.59476
2026-04-21 16:12:51 - Test top-5: 0.82822
2026-04-21 16:12:52 - 
2026-04-21 16:12:52 - Epoch 70/90
2026-04-21 16:22:09 - Train loss: 1.4837209318692868
2026-04-21 16:22:09 - Starting testing...
2026-04-21 16:23:01 - Test loss: 1.7101648415374755
2026-04-21 16:23:01 - Test top-1: 0.59586
2026-04-21 16:23:01 - Test top-5: 0.82788
2026-04-21 16:23:02 - 
2026-04-21 16:23:02 - Epoch 71/90
2026-04-21 16:32:18 - Train loss: 1.482434637653522
2026-04-21 16:32:18 - Starting testing...
2026-04-21 16:33:10 - Test loss: 1.7031455502700805
2026-04-21 16:33:10 - Test top-1: 0.5973
2026-04-21 16:33:10 - Test top-5: 0.82698
2026-04-21 16:33:11 - 
2026-04-21 16:33:11 - Epoch 72/90
2026-04-21 16:42:26 - Train loss: 1.4812631114171102
2026-04-21 16:42:26 - Starting testing...
2026-04-21 16:43:19 - Test loss: 1.707720710258484
2026-04-21 16:43:19 - Test top-1: 0.59678
2026-04-21 16:43:19 - Test top-5: 0.82584
2026-04-21 16:43:19 - 
2026-04-21 16:43:19 - Epoch 73/90
2026-04-21 16:52:27 - Train loss: 1.4800075812217517
2026-04-21 16:52:27 - Starting testing...
2026-04-21 16:53:20 - Test loss: 1.7128352104187012
2026-04-21 16:53:20 - Test top-1: 0.59398
2026-04-21 16:53:20 - Test top-5: 0.8268
2026-04-21 16:53:21 - 
2026-04-21 16:53:21 - Epoch 74/90
2026-04-21 17:02:36 - Train loss: 1.4793044611429558
2026-04-21 17:02:36 - Starting testing...
2026-04-21 17:03:28 - Test loss: 1.7112342189407348
2026-04-21 17:03:28 - Test top-1: 0.59512
2026-04-21 17:03:28 - Test top-5: 0.82702
2026-04-21 17:03:29 - 
2026-04-21 17:03:29 - Epoch 75/90
2026-04-21 23:15:30 - Continuing training from epoch 74...
2026-04-21 23:15:30 - Starting training...
2026-04-21 23:15:30 - Epoch 75/90
2026-04-21 23:24:35 - Train loss: 1.477557163972121
2026-04-21 23:24:35 - Starting testing...
2026-04-21 23:25:28 - Test loss: 1.710858083190918
2026-04-21 23:25:28 - Test top-1: 0.59454
2026-04-21 23:25:28 - Test top-5: 0.82784
2026-04-21 23:25:29 - 
2026-04-21 23:25:29 - Epoch 76/90
2026-04-21 23:34:43 - Train loss: 1.47584660924398
2026-04-21 23:34:43 - Starting testing...
2026-04-21 23:35:36 - Test loss: 1.7098778272247315
2026-04-21 23:35:36 - Test top-1: 0.59394
2026-04-21 23:35:36 - Test top-5: 0.82706
2026-04-21 23:35:37 - 
2026-04-21 23:35:37 - Epoch 77/90
2026-04-21 23:44:49 - Train loss: 1.4744085906407771
2026-04-21 23:44:49 - Starting testing...
2026-04-21 23:45:42 - Test loss: 1.712344818611145
2026-04-21 23:45:42 - Test top-1: 0.59508
2026-04-21 23:45:42 - Test top-5: 0.82694
2026-04-21 23:45:43 - 
2026-04-21 23:45:43 - Epoch 78/90
2026-04-21 23:55:05 - Train loss: 1.4737826868509636
2026-04-21 23:55:05 - Starting testing...
2026-04-21 23:55:58 - Test loss: 1.70835286151886
2026-04-21 23:55:58 - Test top-1: 0.59524
2026-04-21 23:55:58 - Test top-5: 0.82804
2026-04-21 23:55:59 - 
2026-04-21 23:55:59 - Epoch 79/90
2026-04-22 00:05:14 - Train loss: 1.4715767869582543
2026-04-22 00:05:14 - Starting testing...
2026-04-22 00:06:06 - Test loss: 1.7122419466781615
2026-04-22 00:06:06 - Test top-1: 0.59454
2026-04-22 00:06:06 - Test top-5: 0.82808
2026-04-22 00:06:07 - 
2026-04-22 00:06:07 - Epoch 80/90
2026-04-22 00:15:17 - Train loss: 1.469186320518836
2026-04-22 00:15:17 - Starting testing...
2026-04-22 00:16:10 - Test loss: 1.709997159729004
2026-04-22 00:16:10 - Test top-1: 0.5952
2026-04-22 00:16:10 - Test top-5: 0.82612
2026-04-22 00:16:11 - 
2026-04-22 00:16:11 - Epoch 81/90
2026-04-22 00:25:23 - Train loss: 1.4679994235436122
2026-04-22 00:25:23 - Starting testing...
2026-04-22 00:26:16 - Test loss: 1.7105979280853272
2026-04-22 00:26:16 - Test top-1: 0.59594
2026-04-22 00:26:16 - Test top-5: 0.82678
2026-04-22 00:26:17 - 
2026-04-22 00:26:17 - Epoch 82/90
2026-04-22 00:35:24 - Train loss: 1.4687162530727875
2026-04-22 00:35:24 - Starting testing...
2026-04-22 00:36:17 - Test loss: 1.7152221485900878
2026-04-22 00:36:17 - Test top-1: 0.59512
2026-04-22 00:36:17 - Test top-5: 0.82656
2026-04-22 00:36:17 - 
2026-04-22 00:36:17 - Epoch 83/90
2026-04-22 00:45:31 - Train loss: 1.4687486222157111
2026-04-22 00:45:31 - Starting testing...
2026-04-22 00:46:24 - Test loss: 1.7154781732177735
2026-04-22 00:46:24 - Test top-1: 0.59558
2026-04-22 00:46:24 - Test top-5: 0.82666
2026-04-22 00:46:25 - 
2026-04-22 00:46:25 - Epoch 84/90
2026-04-22 00:55:41 - Train loss: 1.4665468843319478
2026-04-22 00:55:41 - Starting testing...
2026-04-22 00:56:33 - Test loss: 1.7124043398666382
2026-04-22 00:56:33 - Test top-1: 0.59458
2026-04-22 00:56:33 - Test top-5: 0.82662
2026-04-22 00:56:34 - 
2026-04-22 00:56:34 - Epoch 85/90
2026-04-22 01:05:47 - Train loss: 1.4661224476802044
2026-04-22 01:05:47 - Starting testing...
2026-04-22 01:06:40 - Test loss: 1.7134219955825805
2026-04-22 01:06:40 - Test top-1: 0.59548
2026-04-22 01:06:40 - Test top-5: 0.82534
2026-04-22 01:06:40 - 
2026-04-22 01:06:40 - Epoch 86/90
2026-04-22 01:15:54 - Train loss: 1.4636729802840796
2026-04-22 01:15:54 - Starting testing...
2026-04-22 01:16:47 - Test loss: 1.7109480962371826
2026-04-22 01:16:47 - Test top-1: 0.59568
2026-04-22 01:16:47 - Test top-5: 0.82708
2026-04-22 01:16:47 - 
2026-04-22 01:16:47 - Epoch 87/90
2026-04-22 01:26:04 - Train loss: 1.4647638759551904
2026-04-22 01:26:04 - Starting testing...
2026-04-22 01:26:58 - Test loss: 1.7097404223251342
2026-04-22 01:26:58 - Test top-1: 0.59728
2026-04-22 01:26:58 - Test top-5: 0.82806
2026-04-22 01:26:59 - 
2026-04-22 01:26:59 - Epoch 88/90
2026-04-22 01:36:10 - Train loss: 1.4614712305558033
2026-04-22 01:36:10 - Starting testing...
2026-04-22 01:37:03 - Test loss: 1.7141421855926513
2026-04-22 01:37:03 - Test top-1: 0.59396
2026-04-22 01:37:03 - Test top-5: 0.82682
2026-04-22 01:37:03 - 
2026-04-22 01:37:03 - Epoch 89/90
2026-04-22 01:46:22 - Train loss: 1.4614163889334753
2026-04-22 01:46:22 - Starting testing...
2026-04-22 01:47:14 - Test loss: 1.7100069650268555
2026-04-22 01:47:14 - Test top-1: 0.59678
2026-04-22 01:47:14 - Test top-5: 0.82704
2026-04-22 01:47:15 - 
2026-04-22 01:47:15 - Epoch 90/90
2026-04-22 01:56:26 - Train loss: 1.4596069680574613
2026-04-22 01:56:26 - Starting testing...
2026-04-22 01:57:19 - Test loss: 1.7103179931640624
2026-04-22 01:57:19 - Test top-1: 0.59378
2026-04-22 01:57:19 - Test top-5: 0.82706
2026-04-22 01:57:20 -