06:17:48 - INFO - Using pretrained GPT2 tokenizer.
06:17:49 - INFO - Using model kwargs: {'gradient_checkpointing': True, 'use_cache': False}
06:17:49 - INFO - Using pretrained GPT2 variant: gpt2-medium
06:18:18 - INFO - Starting sanity testing...
06:18:18 - INFO - Finished sanity testing in 0.0597 seconds. Loss=12.207348823547363
06:18:18 - INFO - ***** Running training *****
06:18:18 - INFO -   Num vocabulary: 50257
06:18:18 - INFO -   Num sequences: 744596
06:18:18 - INFO -   Num epochs: 1
06:18:18 - INFO -   Batch size: 16
06:18:18 - INFO -   Max sequence length: 512
06:18:18 - INFO -   Total training steps: 46537
06:18:18 - INFO -   Total warmup steps: 80000
06:18:18 - INFO -   Checkpoint path: /content/drive/My Drive/code-completion/reformer_ckpt/gpt2-finetuned-gpt2-50k
06:18:19 - INFO - Step=0: Loss=2.2499008178710938
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06:25:08 - INFO - Saved checkpoint for step=299 (loss=1.2772774696350098)...
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07:03:34 - INFO - Saved checkpoint for step=2099 (loss=1.391088843345642)...
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08:28:09 - INFO - Saved checkpoint for step=5999 (loss=0.7712721228599548)...
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10:25:34 - INFO - Saved checkpoint for step=11399 (loss=0.10873544961214066)...
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10:38:12 - INFO - Saved checkpoint for step=11999 (loss=0.7011703252792358)...
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10:56:56 - INFO - Saved checkpoint for step=12899 (loss=0.47413986921310425)...
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11:15:47 - INFO - Saved checkpoint for step=13799 (loss=1.2931530475616455)...
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11:22:18 - INFO - Saved checkpoint for step=14099 (loss=0.6405618190765381)...
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11:41:23 - INFO - Saved checkpoint for step=14999 (loss=1.8472973108291626)...
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12:13:35 - INFO - Saved checkpoint for step=16499 (loss=0.8803927898406982)...
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12:38:52 - INFO - Saved checkpoint for step=17699 (loss=1.7354289293289185)...
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13:09:49 - INFO - Saved checkpoint for step=19199 (loss=0.5141751766204834)...
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13:22:17 - INFO - Saved checkpoint for step=19799 (loss=0.6338694095611572)...
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13:28:55 - INFO - Saved checkpoint for step=20099 (loss=0.8650400042533875)...
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13:47:29 - INFO - Saved checkpoint for step=20999 (loss=0.9306967854499817)...
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13:53:01 - INFO - Saved checkpoint for step=21299 (loss=0.6419318914413452)...
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13:57:54 - INFO - Saved checkpoint for step=21599 (loss=1.0583395957946777)...
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14:15:41 - INFO - Saved checkpoint for step=22499 (loss=1.2596583366394043)...
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15:05:28 - INFO - Saved checkpoint for step=24899 (loss=0.8600412011146545)...
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15:25:13 - INFO - Saved checkpoint for step=25799 (loss=0.9053944945335388)...
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15:31:37 - INFO - Saved checkpoint for step=26099 (loss=1.2269219160079956)...
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15:44:13 - INFO - Saved checkpoint for step=26699 (loss=1.1944717168807983)...
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15:50:03 - INFO - Saved checkpoint for step=26999 (loss=1.1582478284835815)...
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15:56:05 - INFO - Saved checkpoint for step=27299 (loss=1.434420108795166)...
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16:02:10 - INFO - Saved checkpoint for step=27599 (loss=1.4698618650436401)...
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16:08:16 - INFO - Saved checkpoint for step=27899 (loss=0.9975932240486145)...
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16:14:29 - INFO - Saved checkpoint for step=28199 (loss=0.6677963733673096)...
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16:20:51 - INFO - Saved checkpoint for step=28499 (loss=1.2772363424301147)...
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16:33:21 - INFO - Saved checkpoint for step=29099 (loss=0.9657148718833923)...
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16:39:31 - INFO - Saved checkpoint for step=29399 (loss=1.0734179019927979)...
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17:24:26 - INFO - Saved checkpoint for step=31499 (loss=1.1494072675704956)...
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17:56:21 - INFO - Saved checkpoint for step=32999 (loss=1.4330800771713257)...
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18:02:51 - INFO - Saved checkpoint for step=33299 (loss=1.430490493774414)...
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18:09:05 - INFO - Saved checkpoint for step=33599 (loss=0.7242243885993958)...
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18:14:54 - INFO - Saved checkpoint for step=33899 (loss=1.2076479196548462)...
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18:27:24 - INFO - Saved checkpoint for step=34499 (loss=0.49631455540657043)...
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18:34:26 - INFO - Saved checkpoint for step=34799 (loss=0.38278651237487793)...
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18:41:27 - INFO - Saved checkpoint for step=35099 (loss=0.14400121569633484)...
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18:47:58 - INFO - Saved checkpoint for step=35399 (loss=0.8302379846572876)...
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18:54:06 - INFO - Saved checkpoint for step=35699 (loss=0.8818718791007996)...
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19:00:28 - INFO - Saved checkpoint for step=35999 (loss=1.0996284484863281)...
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19:06:31 - INFO - Saved checkpoint for step=36299 (loss=0.8997372984886169)...
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19:12:34 - INFO - Saved checkpoint for step=36599 (loss=0.9278873205184937)...
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19:19:09 - INFO - Saved checkpoint for step=36899 (loss=1.5183175802230835)...
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19:25:41 - INFO - Saved checkpoint for step=37199 (loss=1.896522045135498)...
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19:32:29 - INFO - Saved checkpoint for step=37499 (loss=0.7238262891769409)...
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19:39:15 - INFO - Saved checkpoint for step=37799 (loss=1.1470935344696045)...
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19:45:41 - INFO - Saved checkpoint for step=38099 (loss=2.018773317337036)...
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20:04:43 - INFO - Saved checkpoint for step=38999 (loss=0.6753047108650208)...
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20:11:00 - INFO - Saved checkpoint for step=39299 (loss=1.2575654983520508)...
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20:17:26 - INFO - Saved checkpoint for step=39599 (loss=0.7788366079330444)...
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20:24:07 - INFO - Saved checkpoint for step=39899 (loss=0.8832928538322449)...
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20:37:19 - INFO - Saved checkpoint for step=40499 (loss=1.1606065034866333)...
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20:50:03 - INFO - Saved checkpoint for step=41099 (loss=1.0388498306274414)...
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21:15:46 - INFO - Saved checkpoint for step=42299 (loss=0.4908512234687805)...
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21:22:21 - INFO - Saved checkpoint for step=42599 (loss=0.827871561050415)...
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21:47:32 - INFO - Saved checkpoint for step=43799 (loss=0.9532846212387085)...
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