diff --git "a/log/debug_0.log" "b/log/debug_0.log"
--- "a/log/debug_0.log"
+++ "b/log/debug_0.log"
@@ -45037,3 +45037,15010 @@ To https://huggingface.co/lvwerra/codeparrot-small
 11/07/2021 03:31:56 - INFO - __main__ - Evaluating and saving model checkpoint
 11/07/2021 03:35:09 - INFO - __main__ - Step 45000: {'loss/eval': 1.406919240951538, 'perplexity': 4.0833563804626465}
 11/07/2021 03:35:20 - WARNING - huggingface_hub.repository - Adding files tracked by Git LFS: ['wandb/run-20211106_211610-dtkf2u0m/run-dtkf2u0m.wandb']. This may take a bit of time if the files are large.
+11/07/2021 03:35:24 - WARNING - huggingface_hub.repository - Several commits (3) will be pushed upstream.
+11/07/2021 03:35:24 - WARNING - huggingface_hub.repository - The progress bars may be unreliable.
+11/07/2021 03:35:49 - WARNING - huggingface_hub.repository - To https://huggingface.co/lvwerra/codeparrot-small
+   d425b2d..5ed0776  proud-haze-135 -> proud-haze-135
+
+11/07/2021 03:35:50 - INFO - __main__ - Step 45001: {'lr': 0.00040289109058972285, 'samples': 8640192, 'steps': 45000, 'loss/train': 1.378940463066101}
+11/07/2021 03:35:51 - INFO - __main__ - Step 45002: {'lr': 0.000402886891887352, 'samples': 8640384, 'steps': 45001, 'loss/train': 0.7639281749725342}
+11/07/2021 03:35:52 - INFO - __main__ - Step 45003: {'lr': 0.0004028826931160927, 'samples': 8640576, 'steps': 45002, 'loss/train': 1.7666077613830566}
+11/07/2021 03:35:52 - INFO - __main__ - Step 45004: {'lr': 0.0004028784942759468, 'samples': 8640768, 'steps': 45003, 'loss/train': 1.9681998491287231}
+11/07/2021 03:35:53 - INFO - __main__ - Step 45005: {'lr': 0.0004028742953669162, 'samples': 8640960, 'steps': 45004, 'loss/train': 1.333229899406433}
+11/07/2021 03:35:53 - INFO - __main__ - Step 45006: {'lr': 0.0004028700963890028, 'samples': 8641152, 'steps': 45005, 'loss/train': 1.756109356880188}
+11/07/2021 03:35:53 - INFO - __main__ - Step 45007: {'lr': 0.0004028658973422085, 'samples': 8641344, 'steps': 45006, 'loss/train': 1.7226879596710205}
+11/07/2021 03:35:54 - INFO - __main__ - Step 45008: {'lr': 0.0004028616982265352, 'samples': 8641536, 'steps': 45007, 'loss/train': 1.0147008895874023}
+11/07/2021 03:35:55 - INFO - __main__ - Step 45009: {'lr': 0.0004028574990419848, 'samples': 8641728, 'steps': 45008, 'loss/train': 1.5768661499023438}
+11/07/2021 03:35:55 - INFO - __main__ - Step 45010: {'lr': 0.0004028532997885591, 'samples': 8641920, 'steps': 45009, 'loss/train': 1.1671724319458008}
+11/07/2021 03:35:55 - INFO - __main__ - Step 45011: {'lr': 0.0004028491004662601, 'samples': 8642112, 'steps': 45010, 'loss/train': 1.2716879844665527}
+11/07/2021 03:35:56 - INFO - __main__ - Step 45012: {'lr': 0.0004028449010750896, 'samples': 8642304, 'steps': 45011, 'loss/train': 1.6644291877746582}
+11/07/2021 03:35:57 - INFO - __main__ - Step 45013: {'lr': 0.0004028407016150496, 'samples': 8642496, 'steps': 45012, 'loss/train': 1.2869713306427002}
+11/07/2021 03:35:57 - INFO - __main__ - Step 45014: {'lr': 0.000402836502086142, 'samples': 8642688, 'steps': 45013, 'loss/train': 1.0818111896514893}
+11/07/2021 03:35:57 - INFO - __main__ - Step 45015: {'lr': 0.00040283230248836855, 'samples': 8642880, 'steps': 45014, 'loss/train': 1.1113263368606567}
+11/07/2021 03:35:58 - INFO - __main__ - Step 45016: {'lr': 0.0004028281028217312, 'samples': 8643072, 'steps': 45015, 'loss/train': 1.3489185571670532}
+11/07/2021 03:35:58 - INFO - __main__ - Step 45017: {'lr': 0.00040282390308623195, 'samples': 8643264, 'steps': 45016, 'loss/train': 1.355971336364746}
+11/07/2021 03:35:59 - INFO - __main__ - Step 45018: {'lr': 0.0004028197032818726, 'samples': 8643456, 'steps': 45017, 'loss/train': 1.0107563734054565}
+11/07/2021 03:36:00 - INFO - __main__ - Step 45019: {'lr': 0.00040281550340865493, 'samples': 8643648, 'steps': 45018, 'loss/train': 1.496358871459961}
+11/07/2021 03:36:00 - INFO - __main__ - Step 45020: {'lr': 0.000402811303466581, 'samples': 8643840, 'steps': 45019, 'loss/train': 1.4261424541473389}
+11/07/2021 03:36:00 - INFO - __main__ - Step 45021: {'lr': 0.00040280710345565277, 'samples': 8644032, 'steps': 45020, 'loss/train': 1.3391042947769165}
+11/07/2021 03:36:01 - INFO - __main__ - Step 45022: {'lr': 0.0004028029033758719, 'samples': 8644224, 'steps': 45021, 'loss/train': 1.426767349243164}
+11/07/2021 03:36:02 - INFO - __main__ - Step 45023: {'lr': 0.00040279870322724044, 'samples': 8644416, 'steps': 45022, 'loss/train': 1.71662175655365}
+11/07/2021 03:36:02 - INFO - __main__ - Step 45024: {'lr': 0.00040279450300976025, 'samples': 8644608, 'steps': 45023, 'loss/train': 1.476520299911499}
+11/07/2021 03:36:02 - INFO - __main__ - Step 45025: {'lr': 0.0004027903027234332, 'samples': 8644800, 'steps': 45024, 'loss/train': 1.5499037504196167}
+11/07/2021 03:36:03 - INFO - __main__ - Step 45026: {'lr': 0.0004027861023682612, 'samples': 8644992, 'steps': 45025, 'loss/train': 0.5358538031578064}
+11/07/2021 03:36:03 - INFO - __main__ - Step 45027: {'lr': 0.00040278190194424613, 'samples': 8645184, 'steps': 45026, 'loss/train': 0.8318495750427246}
+11/07/2021 03:36:04 - INFO - __main__ - Step 45028: {'lr': 0.0004027777014513899, 'samples': 8645376, 'steps': 45027, 'loss/train': 1.6739071607589722}
+11/07/2021 03:36:04 - INFO - __main__ - Step 45029: {'lr': 0.0004027735008896944, 'samples': 8645568, 'steps': 45028, 'loss/train': 1.6734158992767334}
+11/07/2021 03:36:05 - INFO - __main__ - Step 45030: {'lr': 0.0004027693002591615, 'samples': 8645760, 'steps': 45029, 'loss/train': 1.218596339225769}
+11/07/2021 03:36:05 - INFO - __main__ - Step 45031: {'lr': 0.0004027650995597931, 'samples': 8645952, 'steps': 45030, 'loss/train': 1.261763572692871}
+11/07/2021 03:36:05 - INFO - __main__ - Step 45032: {'lr': 0.0004027608987915912, 'samples': 8646144, 'steps': 45031, 'loss/train': 1.4001818895339966}
+11/07/2021 03:36:06 - INFO - __main__ - Step 45033: {'lr': 0.0004027566979545574, 'samples': 8646336, 'steps': 45032, 'loss/train': 1.6564899682998657}
+11/07/2021 03:36:07 - INFO - __main__ - Step 45034: {'lr': 0.000402752497048694, 'samples': 8646528, 'steps': 45033, 'loss/train': 1.373465657234192}
+11/07/2021 03:36:07 - INFO - __main__ - Step 45035: {'lr': 0.0004027482960740026, 'samples': 8646720, 'steps': 45034, 'loss/train': 1.378868818283081}
+11/07/2021 03:36:08 - INFO - __main__ - Step 45036: {'lr': 0.00040274409503048513, 'samples': 8646912, 'steps': 45035, 'loss/train': 1.5058993101119995}
+11/07/2021 03:36:08 - INFO - __main__ - Step 45037: {'lr': 0.0004027398939181436, 'samples': 8647104, 'steps': 45036, 'loss/train': 1.4314427375793457}
+11/07/2021 03:36:08 - INFO - __main__ - Step 45038: {'lr': 0.00040273569273697974, 'samples': 8647296, 'steps': 45037, 'loss/train': 1.5494295358657837}
+11/07/2021 03:36:09 - INFO - __main__ - Step 45039: {'lr': 0.0004027314914869956, 'samples': 8647488, 'steps': 45038, 'loss/train': 1.506453514099121}
+11/07/2021 03:36:10 - INFO - __main__ - Step 45040: {'lr': 0.000402727290168193, 'samples': 8647680, 'steps': 45039, 'loss/train': 1.688452959060669}
+11/07/2021 03:36:10 - INFO - __main__ - Step 45041: {'lr': 0.00040272308878057383, 'samples': 8647872, 'steps': 45040, 'loss/train': 1.3499056100845337}
+11/07/2021 03:36:10 - INFO - __main__ - Step 45042: {'lr': 0.0004027188873241401, 'samples': 8648064, 'steps': 45041, 'loss/train': 1.4158624410629272}
+11/07/2021 03:36:11 - INFO - __main__ - Step 45043: {'lr': 0.00040271468579889346, 'samples': 8648256, 'steps': 45042, 'loss/train': 1.4179600477218628}
+11/07/2021 03:36:12 - INFO - __main__ - Step 45044: {'lr': 0.0004027104842048359, 'samples': 8648448, 'steps': 45043, 'loss/train': 2.341157913208008}
+11/07/2021 03:36:12 - INFO - __main__ - Step 45045: {'lr': 0.0004027062825419695, 'samples': 8648640, 'steps': 45044, 'loss/train': 1.744893193244934}
+11/07/2021 03:36:12 - INFO - __main__ - Step 45046: {'lr': 0.0004027020808102959, 'samples': 8648832, 'steps': 45045, 'loss/train': 0.9090373516082764}
+11/07/2021 03:36:13 - INFO - __main__ - Step 45047: {'lr': 0.0004026978790098171, 'samples': 8649024, 'steps': 45046, 'loss/train': 0.878197193145752}
+11/07/2021 03:36:13 - INFO - __main__ - Step 45048: {'lr': 0.0004026936771405351, 'samples': 8649216, 'steps': 45047, 'loss/train': 1.6723681688308716}
+11/07/2021 03:36:14 - INFO - __main__ - Step 45049: {'lr': 0.0004026894752024516, 'samples': 8649408, 'steps': 45048, 'loss/train': 1.3421533107757568}
+11/07/2021 03:36:14 - INFO - __main__ - Step 45050: {'lr': 0.00040268527319556856, 'samples': 8649600, 'steps': 45049, 'loss/train': 1.3463534116744995}
+11/07/2021 03:36:15 - INFO - __main__ - Step 45051: {'lr': 0.0004026810711198879, 'samples': 8649792, 'steps': 45050, 'loss/train': 1.0824987888336182}
+11/07/2021 03:36:15 - INFO - __main__ - Step 45052: {'lr': 0.00040267686897541157, 'samples': 8649984, 'steps': 45051, 'loss/train': 1.6015963554382324}
+11/07/2021 03:36:15 - INFO - __main__ - Step 45053: {'lr': 0.0004026726667621413, 'samples': 8650176, 'steps': 45052, 'loss/train': 1.3904969692230225}
+11/07/2021 03:36:16 - INFO - __main__ - Step 45054: {'lr': 0.00040266846448007914, 'samples': 8650368, 'steps': 45053, 'loss/train': 1.6913669109344482}
+11/07/2021 03:36:17 - INFO - __main__ - Step 45055: {'lr': 0.00040266426212922697, 'samples': 8650560, 'steps': 45054, 'loss/train': 1.5606504678726196}
+11/07/2021 03:36:17 - INFO - __main__ - Step 45056: {'lr': 0.00040266005970958656, 'samples': 8650752, 'steps': 45055, 'loss/train': 1.2225046157836914}
+11/07/2021 03:36:17 - INFO - __main__ - Step 45057: {'lr': 0.0004026558572211599, 'samples': 8650944, 'steps': 45056, 'loss/train': 1.4816373586654663}
+11/07/2021 03:36:18 - INFO - __main__ - Step 45058: {'lr': 0.00040265165466394894, 'samples': 8651136, 'steps': 45057, 'loss/train': 1.6577447652816772}
+11/07/2021 03:36:19 - INFO - __main__ - Step 45059: {'lr': 0.00040264745203795536, 'samples': 8651328, 'steps': 45058, 'loss/train': 1.5056010484695435}
+11/07/2021 03:36:19 - INFO - __main__ - Step 45060: {'lr': 0.0004026432493431813, 'samples': 8651520, 'steps': 45059, 'loss/train': 1.4441595077514648}
+11/07/2021 03:36:20 - INFO - __main__ - Step 45061: {'lr': 0.0004026390465796286, 'samples': 8651712, 'steps': 45060, 'loss/train': 1.7447130680084229}
+11/07/2021 03:36:20 - INFO - __main__ - Step 45062: {'lr': 0.000402634843747299, 'samples': 8651904, 'steps': 45061, 'loss/train': 1.3498313426971436}
+11/07/2021 03:36:20 - INFO - __main__ - Step 45063: {'lr': 0.0004026306408461945, 'samples': 8652096, 'steps': 45062, 'loss/train': 1.6140329837799072}
+11/07/2021 03:36:21 - INFO - __main__ - Step 45064: {'lr': 0.000402626437876317, 'samples': 8652288, 'steps': 45063, 'loss/train': 1.8729219436645508}
+11/07/2021 03:36:22 - INFO - __main__ - Step 45065: {'lr': 0.00040262223483766835, 'samples': 8652480, 'steps': 45064, 'loss/train': 1.4350508451461792}
+11/07/2021 03:36:22 - INFO - __main__ - Step 45066: {'lr': 0.0004026180317302506, 'samples': 8652672, 'steps': 45065, 'loss/train': 1.5817408561706543}
+11/07/2021 03:36:22 - INFO - __main__ - Step 45067: {'lr': 0.0004026138285540654, 'samples': 8652864, 'steps': 45066, 'loss/train': 1.3502610921859741}
+11/07/2021 03:36:23 - INFO - __main__ - Step 45068: {'lr': 0.0004026096253091148, 'samples': 8653056, 'steps': 45067, 'loss/train': 1.4997808933258057}
+11/07/2021 03:36:23 - INFO - __main__ - Step 45069: {'lr': 0.00040260542199540064, 'samples': 8653248, 'steps': 45068, 'loss/train': 1.4410582780838013}
+11/07/2021 03:36:24 - INFO - __main__ - Step 45070: {'lr': 0.00040260121861292484, 'samples': 8653440, 'steps': 45069, 'loss/train': 1.253722071647644}
+11/07/2021 03:36:25 - INFO - __main__ - Step 45071: {'lr': 0.0004025970151616893, 'samples': 8653632, 'steps': 45070, 'loss/train': 1.573169469833374}
+11/07/2021 03:36:25 - INFO - __main__ - Step 45072: {'lr': 0.0004025928116416959, 'samples': 8653824, 'steps': 45071, 'loss/train': 1.4829283952713013}
+11/07/2021 03:36:25 - INFO - __main__ - Step 45073: {'lr': 0.0004025886080529465, 'samples': 8654016, 'steps': 45072, 'loss/train': 2.308427095413208}
+11/07/2021 03:36:26 - INFO - __main__ - Step 45074: {'lr': 0.00040258440439544307, 'samples': 8654208, 'steps': 45073, 'loss/train': 1.4862397909164429}
+11/07/2021 03:36:27 - INFO - __main__ - Step 45075: {'lr': 0.0004025802006691874, 'samples': 8654400, 'steps': 45074, 'loss/train': 1.362560510635376}
+11/07/2021 03:36:27 - INFO - __main__ - Step 45076: {'lr': 0.0004025759968741816, 'samples': 8654592, 'steps': 45075, 'loss/train': 1.7087560892105103}
+11/07/2021 03:36:27 - INFO - __main__ - Step 45077: {'lr': 0.00040257179301042724, 'samples': 8654784, 'steps': 45076, 'loss/train': 1.1875423192977905}
+11/07/2021 03:36:28 - INFO - __main__ - Step 45078: {'lr': 0.00040256758907792646, 'samples': 8654976, 'steps': 45077, 'loss/train': 1.640230417251587}
+11/07/2021 03:36:28 - INFO - __main__ - Step 45079: {'lr': 0.0004025633850766811, 'samples': 8655168, 'steps': 45078, 'loss/train': 0.8937728404998779}
+11/07/2021 03:36:29 - INFO - __main__ - Step 45080: {'lr': 0.00040255918100669296, 'samples': 8655360, 'steps': 45079, 'loss/train': 1.7140698432922363}
+11/07/2021 03:36:30 - INFO - __main__ - Step 45081: {'lr': 0.000402554976867964, 'samples': 8655552, 'steps': 45080, 'loss/train': 2.8504831790924072}
+11/07/2021 03:36:30 - INFO - __main__ - Step 45082: {'lr': 0.00040255077266049624, 'samples': 8655744, 'steps': 45081, 'loss/train': 1.5986260175704956}
+11/07/2021 03:36:30 - INFO - __main__ - Step 45083: {'lr': 0.0004025465683842914, 'samples': 8655936, 'steps': 45082, 'loss/train': 1.4731183052062988}
+11/07/2021 03:36:31 - INFO - __main__ - Step 45084: {'lr': 0.0004025423640393514, 'samples': 8656128, 'steps': 45083, 'loss/train': 1.6889382600784302}
+11/07/2021 03:36:31 - INFO - __main__ - Step 45085: {'lr': 0.0004025381596256782, 'samples': 8656320, 'steps': 45084, 'loss/train': 1.5213496685028076}
+11/07/2021 03:36:32 - INFO - __main__ - Step 45086: {'lr': 0.0004025339551432736, 'samples': 8656512, 'steps': 45085, 'loss/train': 1.6633069515228271}
+11/07/2021 03:36:32 - INFO - __main__ - Step 45087: {'lr': 0.0004025297505921396, 'samples': 8656704, 'steps': 45086, 'loss/train': 1.361456036567688}
+11/07/2021 03:36:33 - INFO - __main__ - Step 45088: {'lr': 0.00040252554597227795, 'samples': 8656896, 'steps': 45087, 'loss/train': 1.7299543619155884}
+11/07/2021 03:36:33 - INFO - __main__ - Step 45089: {'lr': 0.00040252134128369085, 'samples': 8657088, 'steps': 45088, 'loss/train': 1.6604050397872925}
+11/07/2021 03:36:34 - INFO - __main__ - Step 45090: {'lr': 0.00040251713652637985, 'samples': 8657280, 'steps': 45089, 'loss/train': 1.785449743270874}
+11/07/2021 03:36:34 - INFO - __main__ - Step 45091: {'lr': 0.00040251293170034697, 'samples': 8657472, 'steps': 45090, 'loss/train': 1.5653769969940186}
+11/07/2021 03:36:35 - INFO - __main__ - Step 45092: {'lr': 0.00040250872680559416, 'samples': 8657664, 'steps': 45091, 'loss/train': 1.049634337425232}
+11/07/2021 03:36:35 - INFO - __main__ - Step 45093: {'lr': 0.00040250452184212326, 'samples': 8657856, 'steps': 45092, 'loss/train': 1.2109078168869019}
+11/07/2021 03:36:36 - INFO - __main__ - Step 45094: {'lr': 0.00040250031680993617, 'samples': 8658048, 'steps': 45093, 'loss/train': 1.3026163578033447}
+11/07/2021 03:36:36 - INFO - __main__ - Step 45095: {'lr': 0.0004024961117090348, 'samples': 8658240, 'steps': 45094, 'loss/train': 1.310563087463379}
+11/07/2021 03:36:36 - INFO - __main__ - Step 45096: {'lr': 0.00040249190653942105, 'samples': 8658432, 'steps': 45095, 'loss/train': 1.729379415512085}
+11/07/2021 03:36:37 - INFO - __main__ - Step 45097: {'lr': 0.00040248770130109677, 'samples': 8658624, 'steps': 45096, 'loss/train': 1.745119571685791}
+11/07/2021 03:36:38 - INFO - __main__ - Step 45098: {'lr': 0.0004024834959940639, 'samples': 8658816, 'steps': 45097, 'loss/train': 1.3489664793014526}
+11/07/2021 03:36:38 - INFO - __main__ - Step 45099: {'lr': 0.0004024792906183243, 'samples': 8659008, 'steps': 45098, 'loss/train': 1.7792701721191406}
+11/07/2021 03:36:38 - INFO - __main__ - Step 45100: {'lr': 0.0004024750851738799, 'samples': 8659200, 'steps': 45099, 'loss/train': 1.3792343139648438}
+11/07/2021 03:36:39 - INFO - __main__ - Step 45101: {'lr': 0.00040247087966073253, 'samples': 8659392, 'steps': 45100, 'loss/train': 0.5739343762397766}
+11/07/2021 03:36:40 - INFO - __main__ - Step 45102: {'lr': 0.00040246667407888427, 'samples': 8659584, 'steps': 45101, 'loss/train': 1.3865184783935547}
+11/07/2021 03:36:40 - INFO - __main__ - Step 45103: {'lr': 0.0004024624684283368, 'samples': 8659776, 'steps': 45102, 'loss/train': 1.595341682434082}
+11/07/2021 03:36:40 - INFO - __main__ - Step 45104: {'lr': 0.000402458262709092, 'samples': 8659968, 'steps': 45103, 'loss/train': 1.605851650238037}
+11/07/2021 03:36:41 - INFO - __main__ - Step 45105: {'lr': 0.00040245405692115193, 'samples': 8660160, 'steps': 45104, 'loss/train': 1.5262550115585327}
+11/07/2021 03:36:41 - INFO - __main__ - Step 45106: {'lr': 0.0004024498510645185, 'samples': 8660352, 'steps': 45105, 'loss/train': 1.4625663757324219}
+11/07/2021 03:36:42 - INFO - __main__ - Step 45107: {'lr': 0.0004024456451391934, 'samples': 8660544, 'steps': 45106, 'loss/train': 0.90992271900177}
+11/07/2021 03:36:43 - INFO - __main__ - Step 45108: {'lr': 0.0004024414391451787, 'samples': 8660736, 'steps': 45107, 'loss/train': 1.426047921180725}
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+11/07/2021 03:36:43 - INFO - __main__ - Step 45110: {'lr': 0.0004024330269510879, 'samples': 8661120, 'steps': 45109, 'loss/train': 1.8153321743011475}
+11/07/2021 03:36:44 - INFO - __main__ - Step 45111: {'lr': 0.00040242882075101563, 'samples': 8661312, 'steps': 45110, 'loss/train': 1.7206075191497803}
+11/07/2021 03:36:45 - INFO - __main__ - Step 45112: {'lr': 0.0004024246144822612, 'samples': 8661504, 'steps': 45111, 'loss/train': 1.9978528022766113}
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+11/07/2021 05:38:16 - INFO - __main__ - Step 59979: {'lr': 0.00033339501901018595, 'samples': 11515968, 'steps': 59978, 'loss/train': 1.8286679983139038}
+11/07/2021 05:38:17 - INFO - __main__ - Step 59980: {'lr': 0.0003333900162079818, 'samples': 11516160, 'steps': 59979, 'loss/train': 1.4866057634353638}
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+11/07/2021 05:38:19 - INFO - __main__ - Step 59984: {'lr': 0.0003333700046234454, 'samples': 11516928, 'steps': 59983, 'loss/train': 0.8415775299072266}
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+11/07/2021 05:38:21 - INFO - __main__ - Step 59987: {'lr': 0.0003333549955406002, 'samples': 11517504, 'steps': 59986, 'loss/train': 1.4902400970458984}
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+11/07/2021 05:38:21 - INFO - __main__ - Step 59989: {'lr': 0.00033334498929757394, 'samples': 11517888, 'steps': 59988, 'loss/train': 1.293977975845337}
+11/07/2021 05:38:22 - INFO - __main__ - Step 59990: {'lr': 0.0003333399861197287, 'samples': 11518080, 'steps': 59989, 'loss/train': 0.5613684058189392}
+11/07/2021 05:38:23 - INFO - __main__ - Step 59991: {'lr': 0.00033333498290433184, 'samples': 11518272, 'steps': 59990, 'loss/train': 1.4361369609832764}
+11/07/2021 05:38:23 - INFO - __main__ - Step 59992: {'lr': 0.00033332997965138545, 'samples': 11518464, 'steps': 59991, 'loss/train': 1.5548150539398193}
+11/07/2021 05:38:24 - INFO - __main__ - Step 59993: {'lr': 0.0003333249763608919, 'samples': 11518656, 'steps': 59992, 'loss/train': 1.6068527698516846}
+11/07/2021 05:38:24 - INFO - __main__ - Step 59994: {'lr': 0.00033331997303285334, 'samples': 11518848, 'steps': 59993, 'loss/train': 0.06748134642839432}
+11/07/2021 05:38:24 - INFO - __main__ - Step 59995: {'lr': 0.00033331496966727207, 'samples': 11519040, 'steps': 59994, 'loss/train': 1.4003791809082031}
+11/07/2021 05:38:25 - INFO - __main__ - Step 59996: {'lr': 0.00033330996626415046, 'samples': 11519232, 'steps': 59995, 'loss/train': 1.4762942790985107}
+11/07/2021 05:38:26 - INFO - __main__ - Step 59997: {'lr': 0.0003333049628234906, 'samples': 11519424, 'steps': 59996, 'loss/train': 1.3110620975494385}
+11/07/2021 05:38:26 - INFO - __main__ - Step 59998: {'lr': 0.0003332999593452948, 'samples': 11519616, 'steps': 59997, 'loss/train': 1.3451272249221802}
+11/07/2021 05:38:27 - INFO - __main__ - Step 59999: {'lr': 0.0003332949558295654, 'samples': 11519808, 'steps': 59998, 'loss/train': 1.0439751148223877}
+11/07/2021 05:38:27 - INFO - __main__ - Step 60000: {'lr': 0.0003332899522763045, 'samples': 11520000, 'steps': 59999, 'loss/train': 1.3764021396636963}
+11/07/2021 05:38:27 - INFO - __main__ - Evaluating and saving model checkpoint
+11/07/2021 05:41:40 - INFO - __main__ - Step 60000: {'loss/eval': 1.3816074132919312, 'perplexity': 3.9812960624694824}