ijepa3/linear_eval_encoder_100/log.txt

2026-05-28 18:59:00 - Starting training...
2026-05-28 18:59:00 - Epoch 1/50
2026-05-28 19:12:48 - Train loss: 2.869621353088428
2026-05-28 19:12:48 - Starting testing...
2026-05-28 19:14:36 - Test loss: 2.3002115581512452
2026-05-28 19:14:36 - Test top-1: 0.48166
2026-05-28 19:14:36 - Test top-5: 0.73836
2026-05-28 19:14:37 - 
2026-05-28 19:14:37 - Epoch 2/50
2026-05-28 19:28:25 - Train loss: 2.3873286466423176
2026-05-28 19:28:25 - Starting testing...
2026-05-28 19:30:09 - Test loss: 2.1607065605163576
2026-05-28 19:30:09 - Test top-1: 0.50774
2026-05-28 19:30:09 - Test top-5: 0.761
2026-05-28 19:30:09 - 
2026-05-28 19:30:09 - Epoch 3/50
2026-05-28 19:43:46 - Train loss: 2.286325961279926
2026-05-28 19:43:46 - Starting testing...
2026-05-28 19:45:31 - Test loss: 2.098218927154541
2026-05-28 19:45:31 - Test top-1: 0.51846
2026-05-28 19:45:31 - Test top-5: 0.76826
2026-05-28 19:45:31 - 
2026-05-28 19:45:31 - Epoch 4/50
2026-05-28 19:59:13 - Train loss: 2.2258681016002626
2026-05-28 19:59:13 - Starting testing...
2026-05-28 20:01:00 - Test loss: 2.058172259521484
2026-05-28 20:01:00 - Test top-1: 0.52646
2026-05-28 20:01:00 - Test top-5: 0.7737
2026-05-28 20:01:00 - 
2026-05-28 20:01:00 - Epoch 5/50
2026-05-28 20:14:44 - Train loss: 2.1866304342695275
2026-05-28 20:14:44 - Starting testing...
2026-05-28 20:16:28 - Test loss: 2.02643670753479
2026-05-28 20:16:28 - Test top-1: 0.53512
2026-05-28 20:16:28 - Test top-5: 0.77828
2026-05-28 20:16:29 - 
2026-05-28 20:16:29 - Epoch 6/50
2026-05-28 20:30:22 - Train loss: 2.1580795962557042
2026-05-28 20:30:22 - Starting testing...
2026-05-28 20:32:09 - Test loss: 2.010251651763916
2026-05-28 20:32:09 - Test top-1: 0.53714
2026-05-28 20:32:09 - Test top-5: 0.78058
2026-05-28 20:32:10 - 
2026-05-28 20:32:10 - Epoch 7/50
2026-05-28 20:46:12 - Train loss: 2.1315516767074927
2026-05-28 20:46:12 - Starting testing...
2026-05-28 20:47:58 - Test loss: 1.9882469799804687
2026-05-28 20:47:58 - Test top-1: 0.5407
2026-05-28 20:47:58 - Test top-5: 0.78378
2026-05-28 20:47:59 - 
2026-05-28 20:47:59 - Epoch 8/50
2026-05-28 21:02:21 - Train loss: 2.1160405105252345
2026-05-28 21:02:21 - Starting testing...
2026-05-28 21:04:10 - Test loss: 1.977849188308716
2026-05-28 21:04:10 - Test top-1: 0.54382
2026-05-28 21:04:10 - Test top-5: 0.78516
2026-05-28 21:04:11 - 
2026-05-28 21:04:11 - Epoch 9/50
2026-05-28 21:18:39 - Train loss: 2.09986981165876
2026-05-28 21:18:39 - Starting testing...
2026-05-28 21:20:28 - Test loss: 1.9653772619628906
2026-05-28 21:20:28 - Test top-1: 0.54778
2026-05-28 21:20:28 - Test top-5: 0.78638
2026-05-28 21:20:29 - 
2026-05-28 21:20:29 - Epoch 10/50
2026-05-28 21:34:54 - Train loss: 2.0853926475099525
2026-05-28 21:34:54 - Starting testing...
2026-05-29 14:18:22 - Continuing training from epoch 9...
2026-05-29 14:18:22 - Starting training...
2026-05-29 14:18:22 - Epoch 10/50
2026-05-29 14:32:22 - Train loss: 2.083287654353751
2026-05-29 14:32:22 - Starting testing...
2026-05-29 14:34:02 - Test loss: 1.9560046700286866
2026-05-29 14:34:02 - Test top-1: 0.54772
2026-05-29 14:34:02 - Test top-5: 0.78648
2026-05-29 14:34:02 - 
2026-05-29 14:34:02 - Epoch 11/50
2026-05-29 14:48:12 - Train loss: 2.070700088469721
2026-05-29 14:48:12 - Starting testing...
2026-05-29 14:49:53 - Test loss: 1.9497836489868163
2026-05-29 14:49:53 - Test top-1: 0.54898
2026-05-29 14:49:53 - Test top-5: 0.78912
2026-05-29 14:49:54 - 
2026-05-29 14:49:54 - Epoch 12/50
2026-05-29 15:04:02 - Train loss: 2.0607787890971707
2026-05-29 15:04:02 - Starting testing...
2026-05-29 15:05:42 - Test loss: 1.941875648803711
2026-05-29 15:05:42 - Test top-1: 0.55056
2026-05-29 15:05:42 - Test top-5: 0.79048
2026-05-29 15:05:43 - 
2026-05-29 15:05:43 - Epoch 13/50
2026-05-29 15:19:57 - Train loss: 2.050584814150175
2026-05-29 15:19:57 - Starting testing...
2026-05-29 15:21:37 - Test loss: 1.9338770894622803
2026-05-29 15:21:37 - Test top-1: 0.55096
2026-05-29 15:21:37 - Test top-5: 0.79074
2026-05-29 15:21:38 - 
2026-05-29 15:21:38 - Epoch 14/50
2026-05-29 15:35:39 - Train loss: 2.0405303084497732
2026-05-29 15:35:39 - Starting testing...
2026-05-29 15:37:19 - Test loss: 1.9349234457397462
2026-05-29 15:37:19 - Test top-1: 0.55134
2026-05-29 15:37:19 - Test top-5: 0.79034
2026-05-29 15:37:20 - 
2026-05-29 15:37:20 - Epoch 15/50
2026-05-29 15:51:20 - Train loss: 2.0334156069347706
2026-05-29 15:51:20 - Starting testing...
2026-05-29 15:53:00 - Test loss: 1.925476305999756
2026-05-29 15:53:00 - Test top-1: 0.55408
2026-05-29 15:53:00 - Test top-5: 0.79168
2026-05-29 15:53:01 - 
2026-05-29 15:53:01 - Epoch 16/50
2026-05-29 16:06:21 - Train loss: 2.0246547314760495
2026-05-29 16:06:21 - Starting testing...
2026-05-29 16:08:00 - Test loss: 1.9226689483642578
2026-05-29 16:08:00 - Test top-1: 0.55592
2026-05-29 16:08:00 - Test top-5: 0.79304
2026-05-29 16:08:01 - 
2026-05-29 16:08:01 - Epoch 17/50
2026-05-29 16:21:26 - Train loss: 2.0166535700539603
2026-05-29 16:21:26 - Starting testing...
2026-05-29 16:23:05 - Test loss: 1.9117514651870728
2026-05-29 16:23:05 - Test top-1: 0.55754
2026-05-29 16:23:05 - Test top-5: 0.79492
2026-05-29 16:23:06 - 
2026-05-29 16:23:06 - Epoch 18/50
2026-05-29 16:37:12 - Train loss: 2.010375192411226
2026-05-29 16:37:12 - Starting testing...
2026-05-29 16:38:52 - Test loss: 1.9095931567382813
2026-05-29 16:38:52 - Test top-1: 0.5577
2026-05-29 16:38:52 - Test top-5: 0.79458
2026-05-29 16:38:53 - 
2026-05-29 16:38:53 - Epoch 19/50
2026-05-29 16:52:22 - Train loss: 2.0037035104468
2026-05-29 16:52:22 - Starting testing...
2026-05-29 16:54:01 - Test loss: 1.9056820148849487
2026-05-29 16:54:01 - Test top-1: 0.55876
2026-05-29 16:54:01 - Test top-5: 0.79482
2026-05-29 16:54:02 - 
2026-05-29 16:54:02 - Epoch 20/50
2026-05-29 17:08:28 - Train loss: 1.996089763873868
2026-05-29 17:08:28 - Starting testing...
2026-05-29 17:10:08 - Test loss: 1.9025661532592772
2026-05-29 17:10:08 - Test top-1: 0.56016
2026-05-29 17:10:08 - Test top-5: 0.7951
2026-05-29 17:10:09 - 
2026-05-29 17:10:09 - Epoch 21/50
2026-05-30 11:49:30 - Continuing training from epoch 20...
2026-05-30 11:49:30 - Starting training...
2026-05-30 11:49:30 - Epoch 21/50
2026-05-30 12:26:07 - Train loss: 1.9893323361254234
2026-05-30 12:26:07 - Starting testing...
2026-05-30 12:29:59 - Test loss: 1.9009143447494508
2026-05-30 12:29:59 - Test top-1: 0.56078
2026-05-30 12:29:59 - Test top-5: 0.79574
2026-05-30 12:30:01 - 
2026-05-30 12:30:01 - Epoch 22/50
2026-05-30 13:07:17 - Train loss: 1.9818761486896603
2026-05-30 13:07:17 - Starting testing...
2026-05-30 13:11:12 - Test loss: 1.8966887843704223
2026-05-30 13:11:12 - Test top-1: 0.56122
2026-05-30 13:11:12 - Test top-5: 0.79616
2026-05-30 13:11:14 - 
2026-05-30 13:11:14 - Epoch 23/50
2026-05-30 13:49:21 - Train loss: 1.9786632706126053
2026-05-30 13:49:21 - Starting testing...
2026-05-30 13:53:15 - Test loss: 1.8939813791656495
2026-05-30 13:53:15 - Test top-1: 0.56124
2026-05-30 13:53:15 - Test top-5: 0.79592
2026-05-30 13:53:17 - 
2026-05-30 13:53:17 - Epoch 24/50
2026-05-30 14:31:21 - Train loss: 1.971678915355417
2026-05-30 14:31:21 - Starting testing...
2026-05-30 14:35:11 - Test loss: 1.8880294021224975
2026-05-30 14:35:11 - Test top-1: 0.56384
2026-05-30 14:35:11 - Test top-5: 0.79792
2026-05-30 14:35:12 - 
2026-05-30 14:35:12 - Epoch 25/50
2026-05-30 15:12:47 - Train loss: 1.9677299235364516
2026-05-30 15:12:47 - Starting testing...
2026-05-30 15:16:44 - Test loss: 1.8843875244903565
2026-05-30 15:16:44 - Test top-1: 0.56312
2026-05-30 15:16:44 - Test top-5: 0.79834
2026-05-30 15:16:46 - 
2026-05-30 15:16:46 - Epoch 26/50
2026-05-30 15:55:22 - Train loss: 1.9603869541467047
2026-05-30 15:55:22 - Starting testing...
2026-05-30 15:59:16 - Test loss: 1.8807469132995605
2026-05-30 15:59:16 - Test top-1: 0.56478
2026-05-30 15:59:16 - Test top-5: 0.7988
2026-05-30 15:59:18 - 
2026-05-30 15:59:18 - Epoch 27/50
2026-05-30 16:36:50 - Train loss: 1.9586115311280334
2026-05-30 16:36:50 - Starting testing...
2026-05-30 16:40:50 - Test loss: 1.8771542607498168
2026-05-30 16:40:50 - Test top-1: 0.56626
2026-05-30 16:40:50 - Test top-5: 0.79826
2026-05-30 16:40:52 - 
2026-05-30 16:40:52 - Epoch 28/50
2026-05-30 17:18:48 - Train loss: 1.952209013257381
2026-05-30 17:18:48 - Starting testing...
2026-05-30 17:22:48 - Test loss: 1.877782731361389
2026-05-30 17:22:48 - Test top-1: 0.5642
2026-05-30 17:22:48 - Test top-5: 0.79912
2026-05-30 17:22:50 - 
2026-05-30 17:22:50 - Epoch 29/50
2026-05-30 18:00:32 - Train loss: 1.9485780241773378
2026-05-30 18:00:32 - Starting testing...
2026-05-30 18:04:27 - Test loss: 1.873977102203369
2026-05-30 18:04:27 - Test top-1: 0.56758
2026-05-30 18:04:27 - Test top-5: 0.79912
2026-05-30 18:04:28 - 
2026-05-30 18:04:28 - Epoch 30/50
2026-05-30 18:42:17 - Train loss: 1.9432615687807115
2026-05-30 18:42:17 - Starting testing...
2026-05-30 18:46:11 - Test loss: 1.8709582242965699
2026-05-30 18:46:11 - Test top-1: 0.56854
2026-05-30 18:46:11 - Test top-5: 0.79968
2026-05-30 18:46:13 - 
2026-05-30 18:46:13 - Epoch 31/50
2026-05-30 19:24:23 - Train loss: 1.9406389212436814
2026-05-30 19:24:23 - Starting testing...
2026-05-30 19:28:18 - Test loss: 1.8672749630737304
2026-05-30 19:28:18 - Test top-1: 0.56788
2026-05-30 19:28:18 - Test top-5: 0.80026
2026-05-30 19:28:20 - 
2026-05-30 19:28:20 - Epoch 32/50
2026-05-30 20:05:52 - Train loss: 1.9350821941400127
2026-05-30 20:05:52 - Starting testing...
2026-05-30 20:09:50 - Test loss: 1.8676425074005127
2026-05-30 20:09:50 - Test top-1: 0.56992
2026-05-30 20:09:50 - Test top-5: 0.80056
2026-05-30 20:09:53 - 
2026-05-30 20:09:53 - Epoch 33/50
2026-05-30 20:47:32 - Train loss: 1.9292317341081053
2026-05-30 20:47:32 - Starting testing...
2026-05-30 20:51:32 - Test loss: 1.8639774197769166
2026-05-30 20:51:32 - Test top-1: 0.56944
2026-05-30 20:51:32 - Test top-5: 0.80096
2026-05-30 20:51:34 - 
2026-05-30 20:51:34 - Epoch 34/50
2026-05-30 21:32:14 - Train loss: 1.927878675986823
2026-05-30 21:32:14 - Starting testing...
2026-05-30 21:36:14 - Test loss: 1.8621179939651489
2026-05-30 21:36:14 - Test top-1: 0.56984
2026-05-30 21:36:14 - Test top-5: 0.8017
2026-05-30 21:36:15 - 
2026-05-30 21:36:15 - Epoch 35/50
2026-05-30 22:13:48 - Train loss: 1.9213619089240936
2026-05-30 22:13:48 - Starting testing...
2026-05-30 22:17:42 - Test loss: 1.860852892189026
2026-05-30 22:17:42 - Test top-1: 0.5708
2026-05-30 22:17:42 - Test top-5: 0.80148
2026-05-30 22:17:44 - 
2026-05-30 22:17:44 - Epoch 36/50
2026-05-30 22:55:39 - Train loss: 1.917990811532445
2026-05-30 22:55:39 - Starting testing...
2026-05-30 22:59:33 - Test loss: 1.8597022148132325
2026-05-30 22:59:33 - Test top-1: 0.5711
2026-05-30 22:59:33 - Test top-5: 0.80098
2026-05-30 22:59:35 - 
2026-05-30 22:59:35 - Epoch 37/50
2026-05-30 23:37:06 - Train loss: 1.91612192557203
2026-05-30 23:37:06 - Starting testing...
2026-05-30 23:41:00 - Test loss: 1.8571124683380127
2026-05-30 23:41:00 - Test top-1: 0.57126
2026-05-30 23:41:00 - Test top-5: 0.8018
2026-05-30 23:41:02 - 
2026-05-30 23:41:02 - Epoch 38/50
2026-05-31 00:18:49 - Train loss: 1.9130133005450194
2026-05-31 00:18:49 - Starting testing...
2026-05-31 00:22:48 - Test loss: 1.8581719987869263
2026-05-31 00:22:48 - Test top-1: 0.57134
2026-05-31 00:22:48 - Test top-5: 0.80186
2026-05-31 00:22:50 - 
2026-05-31 00:22:50 - Epoch 39/50
2026-05-31 01:00:25 - Train loss: 1.9087523853750252
2026-05-31 01:00:25 - Starting testing...
2026-05-31 01:04:19 - Test loss: 1.8541073466873168
2026-05-31 01:04:19 - Test top-1: 0.5715
2026-05-31 01:04:19 - Test top-5: 0.80262
2026-05-31 01:04:21 - 
2026-05-31 01:04:21 - Epoch 40/50
2026-05-31 01:42:09 - Train loss: 1.9054198913055835
2026-05-31 01:42:09 - Starting testing...
2026-05-31 01:46:09 - Test loss: 1.8532681231689454
2026-05-31 01:46:09 - Test top-1: 0.57288
2026-05-31 01:46:09 - Test top-5: 0.80182
2026-05-31 01:46:11 - 
2026-05-31 01:46:11 - Epoch 41/50
2026-05-31 02:26:24 - Train loss: 1.9064594433843185
2026-05-31 02:26:24 - Starting testing...
2026-05-31 02:30:17 - Test loss: 1.8519078855514526
2026-05-31 02:30:17 - Test top-1: 0.57172
2026-05-31 02:30:17 - Test top-5: 0.80268
2026-05-31 02:30:20 - 
2026-05-31 02:30:20 - Epoch 42/50
2026-05-31 03:10:56 - Train loss: 1.9020968983403974
2026-05-31 03:10:56 - Starting testing...
2026-05-31 03:14:59 - Test loss: 1.8515625993728637
2026-05-31 03:14:59 - Test top-1: 0.57164
2026-05-31 03:14:59 - Test top-5: 0.80246
2026-05-31 03:15:00 - 
2026-05-31 03:15:00 - Epoch 43/50
2026-05-31 03:52:06 - Train loss: 1.9016046176234975
2026-05-31 03:52:06 - Starting testing...
2026-05-31 03:56:09 - Test loss: 1.8510608975219727
2026-05-31 03:56:09 - Test top-1: 0.57184
2026-05-31 03:56:09 - Test top-5: 0.80288
2026-05-31 03:56:11 - 
2026-05-31 03:56:11 - Epoch 44/50
2026-05-31 04:33:50 - Train loss: 1.8988419681620732
2026-05-31 04:33:50 - Starting testing...
2026-05-31 04:37:52 - Test loss: 1.850600343284607
2026-05-31 04:37:52 - Test top-1: 0.57262
2026-05-31 04:37:52 - Test top-5: 0.8034
2026-05-31 04:37:53 - 
2026-05-31 04:37:53 - Epoch 45/50
2026-05-31 05:16:05 - Train loss: 1.8972854499908374
2026-05-31 05:16:05 - Starting testing...
2026-05-31 05:20:10 - Test loss: 1.8504234675598144
2026-05-31 05:20:10 - Test top-1: 0.57248
2026-05-31 05:20:10 - Test top-5: 0.80336
2026-05-31 05:20:12 - 
2026-05-31 05:20:12 - Epoch 46/50
2026-05-31 05:58:49 - Train loss: 1.8955606862509564
2026-05-31 05:58:49 - Starting testing...
2026-05-31 06:02:56 - Test loss: 1.8500806927490234
2026-05-31 06:02:56 - Test top-1: 0.57258
2026-05-31 06:02:56 - Test top-5: 0.80366
2026-05-31 06:02:58 - 
2026-05-31 06:02:58 - Epoch 47/50
2026-05-31 06:40:14 - Train loss: 1.894326232701278
2026-05-31 06:40:14 - Starting testing...
2026-05-31 06:44:22 - Test loss: 1.850025881729126
2026-05-31 06:44:22 - Test top-1: 0.57218
2026-05-31 06:44:22 - Test top-5: 0.80336
2026-05-31 06:44:24 - 
2026-05-31 06:44:24 - Epoch 48/50
2026-05-31 07:22:15 - Train loss: 1.8929200436380937
2026-05-31 07:22:15 - Starting testing...
2026-05-31 07:26:26 - Test loss: 1.8505379106903077
2026-05-31 07:26:26 - Test top-1: 0.57244
2026-05-31 07:26:26 - Test top-5: 0.80356
2026-05-31 07:26:28 - 
2026-05-31 07:26:28 - Epoch 49/50
2026-05-31 08:03:36 - Train loss: 1.8942684586957204
2026-05-31 08:03:36 - Starting testing...
2026-05-31 08:07:48 - Test loss: 1.8497897994613648
2026-05-31 08:07:48 - Test top-1: 0.57248
2026-05-31 08:07:48 - Test top-5: 0.8035
2026-05-31 08:07:50 - 
2026-05-31 08:07:50 - Epoch 50/50
2026-05-31 08:44:58 - Train loss: 1.8918451497690092
2026-05-31 08:44:58 - Starting testing...
2026-05-31 08:49:07 - Test loss: 1.8499155180740356
2026-05-31 08:49:07 - Test top-1: 0.5726
2026-05-31 08:49:07 - Test top-5: 0.80334
2026-05-31 08:49:09 -