04:17:42 - INFO - Using default tokenizer.
04:17:42 - INFO - Using custom model: GPT2BASE
04:18:00 - INFO - Starting sanity testing...
04:18:00 - INFO - Finished sanity testing in 0.0438 seconds. Loss=9.830670356750488
04:18:01 - INFO - ***** Running training *****
04:18:01 - INFO -   Num vocabulary: 16000
04:18:01 - INFO -   Num sequences: 744596
04:18:01 - INFO -   Num epochs: 1
04:18:01 - INFO -   Batch size: 64
04:18:01 - INFO -   Max sequence length: 512
04:18:01 - INFO -   Total training steps: 11635
04:18:01 - INFO -   Total warmup steps: 20000
04:18:01 - INFO -   Checkpoint path: /content/drive/My Drive/code-completion/reformer_ckpt/gpt2base-fromzero-default-16k
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04:26:38 - INFO - Saved checkpoint for step=299 (loss=5.970813274383545)...
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09:13:49 - INFO - Saved checkpoint for step=11099 (loss=3.7751221656799316)...
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09:21:41 - INFO - Saved checkpoint for step=11399 (loss=4.418468952178955)...
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09:22:37 - INFO - Step=11435: Loss=3.3212599754333496
09:22:39 - INFO - Step=11436: Loss=3.1793336868286133
09:22:41 - INFO - Step=11437: Loss=3.2751882076263428
09:22:42 - INFO - Step=11438: Loss=3.2144720554351807
09:22:44 - INFO - Step=11439: Loss=3.320830821990967
09:22:46 - INFO - Step=11440: Loss=3.762721538543701
09:22:47 - INFO - Step=11441: Loss=3.6268393993377686
09:22:48 - INFO - Step=11442: Loss=3.2507357597351074
09:22:49 - INFO - Step=11443: Loss=3.632056713104248
09:22:51 - INFO - Step=11444: Loss=3.190211057662964
09:22:52 - INFO - Step=11445: Loss=3.790813684463501
09:22:54 - INFO - Step=11446: Loss=3.739776372909546
09:22:56 - INFO - Step=11447: Loss=3.4020750522613525
09:22:57 - INFO - Step=11448: Loss=3.1924707889556885
09:22:59 - INFO - Step=11449: Loss=3.2003672122955322
09:23:01 - INFO - Step=11450: Loss=3.116997003555298
09:23:02 - INFO - Step=11451: Loss=3.0836896896362305
09:23:04 - INFO - Step=11452: Loss=3.168492555618286
09:23:06 - INFO - Step=11453: Loss=3.008490562438965
09:23:07 - INFO - Step=11454: Loss=3.082845449447632
09:23:09 - INFO - Step=11455: Loss=3.098560333251953
09:23:11 - INFO - Step=11456: Loss=3.2081234455108643
09:23:12 - INFO - Step=11457: Loss=3.079887628555298
09:23:14 - INFO - Step=11458: Loss=3.0428566932678223
09:23:15 - INFO - Step=11459: Loss=3.024061441421509
09:23:17 - INFO - Step=11460: Loss=3.1371712684631348
09:23:18 - INFO - Step=11461: Loss=3.269893169403076
09:23:20 - INFO - Step=11462: Loss=3.310138463973999
09:23:22 - INFO - Step=11463: Loss=3.2631301879882812
09:23:23 - INFO - Step=11464: Loss=3.8420238494873047
09:23:24 - INFO - Step=11465: Loss=2.9982411861419678
09:23:25 - INFO - Step=11466: Loss=3.4314401149749756
09:23:27 - INFO - Step=11467: Loss=3.427764654159546
09:23:27 - INFO - Step=11468: Loss=3.3065013885498047
09:23:28 - INFO - Step=11469: Loss=2.2962214946746826
09:23:29 - INFO - Step=11470: Loss=3.20619535446167
09:23:31 - INFO - Step=11471: Loss=2.9165291786193848
09:23:32 - INFO - Step=11472: Loss=3.3692972660064697
09:23:34 - INFO - Step=11473: Loss=3.428436517715454
09:23:36 - INFO - Step=11474: Loss=3.3230180740356445
09:23:38 - INFO - Step=11475: Loss=3.532292366027832
09:23:39 - INFO - Step=11476: Loss=3.7936134338378906
09:23:41 - INFO - Step=11477: Loss=3.6362569332122803
09:23:42 - INFO - Step=11478: Loss=2.8610963821411133
09:23:44 - INFO - Step=11479: Loss=3.0323777198791504
09:23:46 - INFO - Step=11480: Loss=3.3699610233306885
09:23:48 - INFO - Step=11481: Loss=3.5945849418640137
09:23:50 - INFO - Step=11482: Loss=3.1780200004577637
09:23:52 - INFO - Step=11483: Loss=3.378462076187134
09:23:53 - INFO - Step=11484: Loss=3.4726386070251465
09:23:55 - INFO - Step=11485: Loss=3.476564884185791
09:23:56 - INFO - Step=11486: Loss=3.440572500228882
09:23:58 - INFO - Step=11487: Loss=3.4169626235961914
09:23:59 - INFO - Step=11488: Loss=3.327755928039551
09:24:01 - INFO - Step=11489: Loss=3.1838624477386475
09:24:02 - INFO - Step=11490: Loss=3.330824851989746
09:24:04 - INFO - Step=11491: Loss=3.246779680252075
09:24:05 - INFO - Step=11492: Loss=3.227942943572998
09:24:07 - INFO - Step=11493: Loss=3.299504280090332
09:24:08 - INFO - Step=11494: Loss=3.145205020904541
09:24:10 - INFO - Step=11495: Loss=3.116010904312134
09:24:11 - INFO - Step=11496: Loss=2.118664026260376
09:24:12 - INFO - Step=11497: Loss=2.669708013534546
09:24:13 - INFO - Step=11498: Loss=2.7434942722320557
09:24:15 - INFO - Step=11499: Loss=2.383092164993286
09:24:16 - INFO - Step=11500: Loss=2.5947210788726807
09:24:18 - INFO - Step=11501: Loss=2.9234468936920166
09:24:19 - INFO - Step=11502: Loss=2.739208221435547
09:24:20 - INFO - Step=11503: Loss=2.9089269638061523
09:24:22 - INFO - Step=11504: Loss=3.5010361671447754
09:24:23 - INFO - Step=11505: Loss=3.4998955726623535
09:24:25 - INFO - Step=11506: Loss=3.56459641456604
09:24:26 - INFO - Step=11507: Loss=3.95428204536438
09:24:28 - INFO - Step=11508: Loss=3.8766889572143555
09:24:30 - INFO - Step=11509: Loss=3.206899881362915
09:24:31 - INFO - Step=11510: Loss=2.9886882305145264
09:24:33 - INFO - Step=11511: Loss=2.739400625228882
09:24:34 - INFO - Step=11512: Loss=1.93489670753479
09:24:35 - INFO - Step=11513: Loss=3.5299572944641113
09:24:36 - INFO - Step=11514: Loss=3.049861192703247
09:24:38 - INFO - Step=11515: Loss=2.801605224609375
09:24:40 - INFO - Step=11516: Loss=3.388749837875366
09:24:41 - INFO - Step=11517: Loss=3.091796875
09:24:43 - INFO - Step=11518: Loss=3.7477636337280273
09:24:45 - INFO - Step=11519: Loss=3.4758949279785156
09:24:46 - INFO - Step=11520: Loss=3.492494583129883
09:24:48 - INFO - Step=11521: Loss=3.632930278778076
09:24:50 - INFO - Step=11522: Loss=3.036729097366333
09:24:51 - INFO - Step=11523: Loss=3.7447075843811035
09:24:53 - INFO - Step=11524: Loss=3.665081739425659
09:24:55 - INFO - Step=11525: Loss=3.136817216873169
09:24:57 - INFO - Step=11526: Loss=3.4282543659210205
09:24:58 - INFO - Step=11527: Loss=3.5461883544921875
09:25:00 - INFO - Step=11528: Loss=2.8643829822540283
09:25:03 - INFO - Step=11529: Loss=4.333897113800049
09:25:04 - INFO - Step=11530: Loss=4.003461837768555
09:25:06 - INFO - Step=11531: Loss=4.142699718475342
09:25:08 - INFO - Step=11532: Loss=3.5295844078063965
09:25:10 - INFO - Step=11533: Loss=3.5665576457977295
09:25:11 - INFO - Step=11534: Loss=3.641190767288208
09:25:12 - INFO - Step=11535: Loss=3.4645354747772217
09:25:14 - INFO - Step=11536: Loss=3.379343271255493
09:25:15 - INFO - Step=11537: Loss=3.3145360946655273
09:25:17 - INFO - Step=11538: Loss=3.511230707168579
09:25:19 - INFO - Step=11539: Loss=3.3876724243164062
09:25:22 - INFO - Step=11540: Loss=3.428248167037964
09:25:23 - INFO - Step=11541: Loss=3.51720929145813
09:25:25 - INFO - Step=11542: Loss=3.0865607261657715
09:25:26 - INFO - Step=11543: Loss=3.180111885070801
09:25:27 - INFO - Step=11544: Loss=3.556697368621826
09:25:29 - INFO - Step=11545: Loss=3.3596503734588623
09:25:30 - INFO - Step=11546: Loss=3.5053348541259766
09:25:32 - INFO - Step=11547: Loss=3.388988494873047
09:25:34 - INFO - Step=11548: Loss=2.7364120483398438
09:25:35 - INFO - Step=11549: Loss=3.4549918174743652
09:25:37 - INFO - Step=11550: Loss=3.0371742248535156
09:25:39 - INFO - Step=11551: Loss=3.3995561599731445
09:25:41 - INFO - Step=11552: Loss=3.482910633087158
09:25:42 - INFO - Step=11553: Loss=3.4517107009887695
09:25:44 - INFO - Step=11554: Loss=3.719730854034424
09:25:46 - INFO - Step=11555: Loss=3.5055761337280273
09:25:48 - INFO - Step=11556: Loss=3.641106128692627
09:25:49 - INFO - Step=11557: Loss=3.424812078475952
09:25:51 - INFO - Step=11558: Loss=3.5465519428253174
09:25:52 - INFO - Step=11559: Loss=2.931668519973755
09:25:54 - INFO - Step=11560: Loss=3.09517240524292
09:25:56 - INFO - Step=11561: Loss=3.070683002471924
09:25:58 - INFO - Step=11562: Loss=3.304320812225342
09:26:00 - INFO - Step=11563: Loss=3.424102544784546
09:26:02 - INFO - Step=11564: Loss=3.1000733375549316
09:26:03 - INFO - Step=11565: Loss=3.080122470855713
09:26:06 - INFO - Step=11566: Loss=2.9599010944366455
09:26:07 - INFO - Step=11567: Loss=3.2468039989471436
09:26:09 - INFO - Step=11568: Loss=3.4479405879974365
09:26:11 - INFO - Step=11569: Loss=3.258396863937378
09:26:12 - INFO - Step=11570: Loss=4.357326507568359
09:26:14 - INFO - Step=11571: Loss=3.323704719543457
09:26:16 - INFO - Step=11572: Loss=3.261159896850586
09:26:18 - INFO - Step=11573: Loss=3.4258620738983154
09:26:20 - INFO - Step=11574: Loss=3.6103758811950684
09:26:22 - INFO - Step=11575: Loss=4.024324417114258
09:26:23 - INFO - Step=11576: Loss=4.050762176513672
09:26:25 - INFO - Step=11577: Loss=3.587761640548706
09:26:27 - INFO - Step=11578: Loss=3.0683531761169434
09:26:28 - INFO - Step=11579: Loss=3.2103183269500732
09:26:30 - INFO - Step=11580: Loss=4.619277477264404
09:26:31 - INFO - Step=11581: Loss=4.546336650848389
09:26:33 - INFO - Step=11582: Loss=3.2954556941986084
09:26:35 - INFO - Step=11583: Loss=3.805962562561035
09:26:37 - INFO - Step=11584: Loss=3.766416549682617
09:26:39 - INFO - Step=11585: Loss=3.760756731033325
09:26:40 - INFO - Step=11586: Loss=3.3933916091918945
09:26:42 - INFO - Step=11587: Loss=3.450756311416626
09:26:44 - INFO - Step=11588: Loss=3.6477699279785156
09:26:46 - INFO - Step=11589: Loss=3.360462188720703
09:26:47 - INFO - Step=11590: Loss=3.378082752227783
09:26:49 - INFO - Step=11591: Loss=3.226208209991455
09:26:50 - INFO - Step=11592: Loss=3.3248672485351562
09:26:52 - INFO - Step=11593: Loss=3.2074007987976074
09:26:53 - INFO - Step=11594: Loss=3.3831753730773926
09:26:55 - INFO - Step=11595: Loss=3.056772232055664
09:26:56 - INFO - Step=11596: Loss=3.2329509258270264
09:26:57 - INFO - Step=11597: Loss=3.1188461780548096
09:26:58 - INFO - Step=11598: Loss=3.0600671768188477
09:26:59 - INFO - Step=11599: Loss=3.212357521057129
09:27:01 - INFO - Step=11600: Loss=3.287353754043579
09:27:02 - INFO - Step=11601: Loss=3.0584096908569336
09:27:03 - INFO - Step=11602: Loss=3.3443968296051025
09:27:05 - INFO - Step=11603: Loss=3.256042242050171
09:27:06 - INFO - Step=11604: Loss=3.954789400100708
09:27:07 - INFO - Step=11605: Loss=3.3200621604919434
09:27:08 - INFO - Step=11606: Loss=1.6431660652160645
09:27:10 - INFO - Step=11607: Loss=2.364391803741455
09:27:12 - INFO - Step=11608: Loss=3.266507148742676
09:27:13 - INFO - Step=11609: Loss=3.1309900283813477
09:27:16 - INFO - Step=11610: Loss=3.2379517555236816
09:27:17 - INFO - Step=11611: Loss=3.702437162399292
09:27:19 - INFO - Step=11612: Loss=2.25778865814209
09:27:20 - INFO - Step=11613: Loss=3.5566396713256836
09:27:21 - INFO - Step=11614: Loss=3.4512243270874023
09:27:23 - INFO - Step=11615: Loss=3.1396536827087402
09:27:24 - INFO - Step=11616: Loss=3.194019317626953
09:27:26 - INFO - Step=11617: Loss=3.278637647628784
09:27:28 - INFO - Step=11618: Loss=3.260981321334839
09:27:30 - INFO - Step=11619: Loss=3.1311824321746826
09:27:31 - INFO - Step=11620: Loss=3.134071111679077
09:27:31 - INFO - Step=11621: Loss=3.127584457397461
09:27:32 - INFO - Step=11622: Loss=3.3904647827148438
09:27:33 - INFO - Step=11623: Loss=3.616270065307617
09:27:35 - INFO - Step=11624: Loss=3.9463202953338623
09:27:35 - INFO - Step=11625: Loss=3.9065628051757812
09:27:37 - INFO - Step=11626: Loss=3.472921371459961
09:27:38 - INFO - Step=11627: Loss=3.636958360671997
09:27:39 - INFO - Step=11628: Loss=3.616004228591919
09:27:39 - INFO - Step=11629: Loss=3.604473829269409
09:27:40 - INFO - Step=11630: Loss=3.5748722553253174
09:27:40 - INFO - Step=11631: Loss=3.574430465698242
09:27:40 - INFO - Step=11632: Loss=3.54941463470459
09:27:40 - INFO - Step=11633: Loss=3.518066883087158
09:27:41 - INFO - Step=11634: Loss=3.5132110118865967
09:27:41 - INFO - Step=11635: Loss=3.4771316051483154
09:27:41 - INFO - Step=11636: Loss=3.4566102027893066
09:27:41 - INFO - Step=11637: Loss=3.4438114166259766
09:27:42 - INFO - Step=11638: Loss=3.411496877670288
09:27:42 - INFO - Step=11639: Loss=3.381150484085083
09:27:42 - INFO - Step=11640: Loss=3.3734302520751953
09:27:42 - INFO - Step=11641: Loss=3.3562192916870117
09:27:42 - INFO - Step=11642: Loss=3.3087377548217773
09:27:43 - INFO - INPUT TENSORS THAT CAUSED OOM
09:27:43 - INFO - input_ids
tensor([[  637, 15923,   179,  ...,     0,     0,     0],
        [  420,  3190,  1812,  ...,     0,     0,     0],
        [  420,   386,   813,  ...,     0,     0,     0],
        ...,
        [  483,   889,   114,  ...,  2879, 15939,  1647],
        [  483,   889,   114,  ...,   724,  8908,  1073],
        [  483,  1393,   114,  ...,   538, 15943, 15954]], device='cuda:0',
       dtype=torch.int32)
09:27:43 - INFO - attention_mask
tensor([[1, 1, 1,  ..., 0, 0, 0],
        [1, 1, 1,  ..., 0, 0, 0],
        [1, 1, 1,  ..., 0, 0, 0],
        ...,
        [1, 1, 1,  ..., 1, 1, 1],
        [1, 1, 1,  ..., 1, 1, 1],
        [1, 1, 1,  ..., 1, 1, 1]], device='cuda:0', dtype=torch.uint8)
09:27:43 - INFO - labels
tensor([[  637, 15923,   179,  ...,  -100,  -100,  -100],
        [  420,  3190,  1812,  ...,  -100,  -100,  -100],
        [  420,   386,   813,  ...,  -100,  -100,  -100],
        ...,
        [  483,   889,   114,  ...,  2879, 15939,  1647],
        [  483,   889,   114,  ...,   724,  8908,  1073],
        [  483,  1393,   114,  ...,   538, 15943, 15954]], device='cuda:0')