diff --git "a/run_stream.512.log" "b/run_stream.512.log"
--- "a/run_stream.512.log"
+++ "b/run_stream.512.log"
@@ -3409,4 +3409,232 @@ All Flax model weights were used when initializing RobertaForMaskedLM.
 
 Some weights of RobertaForMaskedLM were not initialized from the Flax model and are newly initialized: ['lm_head.decoder.weight', 'roberta.embeddings.position_ids', 'lm_head.decoder.bias']
 You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
-
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+
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29059/50000 [11:37:29<8:23:53,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29060/50000 [11:37:30<8:37:41,  1.48s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29061/50000 [11:37:32<8:28:49,  1.46s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29062/50000 [11:37:33<8:17:52,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29063/50000 [11:37:34<7:50:58,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29064/50000 [11:37:36<8:05:23,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29065/50000 [11:37:37<7:53:32,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29066/50000 [11:37:38<8:05:12,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29067/50000 [11:37:39<7:29:53,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▎           | 29068/50000 [11:37:42<10:22:32,  1.78s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29070/50000 [11:37:45<9:10:34,  1.58s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29071/50000 [11:37:46<8:38:36,  1.49s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29072/50000 [11:37:48<8:50:53,  1.52s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29073/50000 [11:37:49<8:32:48,  1.47s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29074/50000 [11:37:51<8:21:19,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29075/50000 [11:37:52<8:28:48,  1.46s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29076/50000 [11:37:54<8:19:49,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29077/50000 [11:37:55<8:03:35,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29078/50000 [11:37:56<8:06:08,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29079/50000 [11:37:58<8:23:16,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29080/50000 [11:37:59<8:13:12,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29081/50000 [11:38:00<7:41:43,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▎           | 29082/50000 [11:38:04<12:04:56,  2.08s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▎           | 29083/50000 [11:38:06<10:54:50,  1.88s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29085/50000 [11:38:08<8:50:12,  1.52s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▎           | 29086/50000 [11:38:11<11:32:40,  1.99s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29089/50000 [11:38:15<9:02:10,  1.56s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29092/50000 [11:38:19<8:22:21,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▊            | 29093/50000 [11:38:20<7:53:09,  1.36s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▉            | 29095/50000 [11:38:23<7:51:21,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▉            | 29096/50000 [11:38:24<7:46:08,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▉            | 29097/50000 [11:38:26<7:27:39,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  58%|████████████████▉            | 29098/50000 [11:38:27<7:25:04,  1.28s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29360/50000 [11:44:45<7:57:30,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29361/50000 [11:44:47<8:12:41,  1.43s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29364/50000 [11:44:51<9:10:35,  1.60s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29367/50000 [11:44:55<7:49:06,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29368/50000 [11:44:56<7:22:06,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29369/50000 [11:44:58<7:19:08,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29370/50000 [11:44:59<7:25:59,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29371/50000 [11:45:00<7:30:16,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29372/50000 [11:45:02<7:30:23,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29373/50000 [11:45:03<7:38:05,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29374/50000 [11:45:04<6:58:37,  1.22s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29375/50000 [11:45:05<6:42:08,  1.17s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29376/50000 [11:45:08<9:10:47,  1.60s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29377/50000 [11:45:09<8:32:19,  1.49s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29378/50000 [11:45:10<8:31:03,  1.49s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29379/50000 [11:45:12<9:16:18,  1.62s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29380/50000 [11:45:14<9:12:38,  1.61s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29381/50000 [11:45:15<8:55:49,  1.56s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29382/50000 [11:45:17<8:52:30,  1.55s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29383/50000 [11:45:18<8:25:04,  1.47s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29384/50000 [11:45:19<8:05:15,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29385/50000 [11:45:21<7:45:31,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29386/50000 [11:45:22<7:37:10,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29387/50000 [11:45:23<7:24:16,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29388/50000 [11:45:25<7:46:17,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29389/50000 [11:45:26<8:06:42,  1.42s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29390/50000 [11:45:27<7:34:48,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29391/50000 [11:45:29<7:38:41,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29392/50000 [11:45:30<7:44:25,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29393/50000 [11:45:32<9:11:14,  1.61s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29394/50000 [11:45:34<9:01:32,  1.58s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29395/50000 [11:45:35<8:40:09,  1.51s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29396/50000 [11:45:37<8:38:48,  1.51s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29397/50000 [11:45:38<8:09:12,  1.42s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29398/50000 [11:45:39<7:56:29,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29399/50000 [11:45:40<7:37:15,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29400/50000 [11:45:42<7:50:06,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29401/50000 [11:45:43<8:01:06,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29402/50000 [11:45:45<7:58:34,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29403/50000 [11:45:46<8:26:31,  1.48s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29404/50000 [11:45:48<8:14:42,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29405/50000 [11:45:49<8:32:46,  1.49s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29406/50000 [11:45:51<8:17:23,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29407/50000 [11:45:53<9:10:22,  1.60s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29408/50000 [11:45:54<8:42:42,  1.52s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29409/50000 [11:45:55<8:18:57,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29410/50000 [11:45:56<7:41:58,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29411/50000 [11:45:58<7:47:49,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29412/50000 [11:45:59<7:55:56,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29413/50000 [11:46:00<7:27:13,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29414/50000 [11:46:02<7:22:51,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29415/50000 [11:46:03<7:41:46,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29416/50000 [11:46:05<7:49:23,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29417/50000 [11:46:06<7:29:03,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29418/50000 [11:46:07<7:21:25,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29419/50000 [11:46:08<7:25:25,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29420/50000 [11:46:10<7:31:09,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29421/50000 [11:46:11<7:24:35,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29422/50000 [11:46:13<8:04:56,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29423/50000 [11:46:14<7:33:55,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29424/50000 [11:46:16<9:13:17,  1.61s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29427/50000 [11:46:20<7:57:59,  1.39s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29429/50000 [11:46:22<7:51:49,  1.38s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29437/50000 [11:46:33<8:21:11,  1.46s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29440/50000 [11:46:37<7:36:47,  1.33s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29463/50000 [11:47:09<7:07:13,  1.25s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29465/50000 [11:47:11<7:15:50,  1.27s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29466/50000 [11:47:13<8:30:33,  1.49s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████��███████████            | 29467/50000 [11:47:14<7:52:14,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29468/50000 [11:47:16<7:50:29,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29469/50000 [11:47:17<7:51:49,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29470/50000 [11:47:19<7:52:34,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29471/50000 [11:47:20<7:27:01,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29472/50000 [11:47:21<7:49:25,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29473/50000 [11:47:23<7:38:27,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29474/50000 [11:47:25<9:12:06,  1.61s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29475/50000 [11:47:26<8:49:57,  1.55s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29476/50000 [11:47:28<8:32:55,  1.50s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29477/50000 [11:47:29<8:09:10,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29478/50000 [11:47:30<7:54:58,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29479/50000 [11:47:31<7:46:20,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29480/50000 [11:47:33<8:26:26,  1.48s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29481/50000 [11:47:35<8:12:31,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29482/50000 [11:47:36<7:59:21,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29483/50000 [11:47:37<7:29:06,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29484/50000 [11:47:38<7:30:31,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29485/50000 [11:47:40<7:32:56,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29486/50000 [11:47:41<7:21:47,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29487/50000 [11:47:42<7:14:12,  1.27s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29488/50000 [11:47:44<7:40:30,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29489/50000 [11:47:45<7:47:04,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29490/50000 [11:47:46<7:43:56,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29491/50000 [11:47:48<7:45:06,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29492/50000 [11:47:49<7:57:41,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29493/50000 [11:47:51<7:54:14,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29494/50000 [11:47:53<9:00:30,  1.58s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29495/50000 [11:47:54<8:42:52,  1.53s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29496/50000 [11:47:57<11:34:42,  2.03s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29497/50000 [11:47:59<10:45:47,  1.89s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29498/50000 [11:48:00<9:42:16,  1.70s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29499/50000 [11:48:01<9:01:53,  1.59s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29500/50000 [11:48:02<8:19:37,  1.46s/it]
                                                                                                                                                      

Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29500/50000 [11:48:05<8:19:37,  1.46s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29501/50000 [11:48:05<10:41:19,  1.88s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29502/50000 [11:48:07<9:32:15,  1.68s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29503/50000 [11:48:08<8:37:38,  1.52s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29504/50000 [11:48:09<8:25:40,  1.48s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29505/50000 [11:48:10<8:14:59,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29506/50000 [11:48:12<7:48:52,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29507/50000 [11:48:13<7:55:20,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29508/50000 [11:48:14<7:53:09,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29509/50000 [11:48:16<7:50:20,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29510/50000 [11:48:20<12:13:36,  2.15s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29511/50000 [11:48:21<10:47:00,  1.89s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29512/50000 [11:48:22<9:47:46,  1.72s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29513/50000 [11:48:24<8:51:02,  1.56s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29514/50000 [11:48:25<8:21:11,  1.47s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29515/50000 [11:48:26<8:12:48,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29516/50000 [11:48:27<7:48:46,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29517/50000 [11:48:29<7:57:18,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29518/50000 [11:48:30<7:50:34,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29519/50000 [11:48:32<7:58:42,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29520/50000 [11:48:33<7:46:51,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29521/50000 [11:48:34<7:50:49,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29522/50000 [11:48:36<7:57:14,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29523/50000 [11:48:38<9:43:21,  1.71s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████            | 29524/50000 [11:48:40<9:10:12,  1.61s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29525/50000 [11:48:42<11:21:04,  2.00s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29526/50000 [11:48:44<10:49:42,  1.90s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29527/50000 [11:48:45<9:32:30,  1.68s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29528/50000 [11:48:47<9:10:25,  1.61s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29529/50000 [11:48:48<8:19:38,  1.46s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29530/50000 [11:48:49<7:45:12,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29531/50000 [11:48:50<7:26:58,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29532/50000 [11:48:52<7:34:16,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29533/50000 [11:48:53<7:28:01,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29534/50000 [11:48:54<7:36:04,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29535/50000 [11:48:55<7:20:15,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29536/50000 [11:48:57<7:15:10,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29537/50000 [11:48:58<7:27:48,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29538/50000 [11:48:59<7:22:27,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29539/50000 [11:49:01<7:09:33,  1.26s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29540/50000 [11:49:04<10:09:07,  1.79s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29541/50000 [11:49:05<9:11:11,  1.62s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29542/50000 [11:49:06<8:57:37,  1.58s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29543/50000 [11:49:08<8:43:23,  1.54s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29544/50000 [11:49:09<8:08:07,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29545/50000 [11:49:10<8:22:59,  1.48s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29546/50000 [11:49:12<8:14:02,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29547/50000 [11:49:13<8:35:02,  1.51s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29548/50000 [11:49:15<8:18:06,  1.46s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29549/50000 [11:49:16<8:01:26,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29550/50000 [11:49:17<7:32:14,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29551/50000 [11:49:19<7:23:49,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29552/50000 [11:49:20<7:49:12,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29553/50000 [11:49:21<7:49:38,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29554/50000 [11:49:24<10:38:29,  1.87s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29555/50000 [11:49:26<9:47:23,  1.72s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29556/50000 [11:49:27<9:18:27,  1.64s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29557/50000 [11:49:29<8:42:07,  1.53s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29558/50000 [11:49:30<8:16:17,  1.46s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29559/50000 [11:49:31<7:56:33,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29560/50000 [11:49:33<8:20:13,  1.47s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29561/50000 [11:49:34<7:46:06,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29562/50000 [11:49:35<7:39:17,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29563/50000 [11:49:37<8:04:11,  1.42s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29564/50000 [11:49:38<8:00:08,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29565/50000 [11:49:39<7:48:02,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29566/50000 [11:49:41<7:57:41,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29567/50000 [11:49:42<8:10:27,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29568/50000 [11:49:45<10:36:41,  1.87s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29569/50000 [11:49:47<9:46:12,  1.72s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29570/50000 [11:49:48<8:39:12,  1.52s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29571/50000 [11:49:49<8:08:32,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29572/50000 [11:49:50<8:07:35,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29573/50000 [11:49:53<9:57:42,  1.76s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29574/50000 [11:49:54<8:39:21,  1.53s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29575/50000 [11:49:55<8:30:17,  1.50s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29576/50000 [11:49:57<8:20:39,  1.47s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29577/50000 [11:49:58<7:44:32,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29578/50000 [11:49:59<7:45:25,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29579/50000 [11:50:00<7:26:50,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29580/50000 [11:50:02<7:34:19,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29581/50000 [11:50:03<7:29:40,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29582/50000 [11:50:06<10:34:10,  1.86s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29583/50000 [11:50:07<9:21:52,  1.65s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29584/50000 [11:50:09<8:29:15,  1.50s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29585/50000 [11:50:10<8:14:04,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29586/50000 [11:50:11<8:14:55,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29587/50000 [11:50:12<7:37:06,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29588/50000 [11:50:14<7:21:21,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29589/50000 [11:50:15<7:07:47,  1.26s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29590/50000 [11:50:16<7:29:18,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29591/50000 [11:50:18<7:26:07,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29592/50000 [11:50:19<7:18:22,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29593/50000 [11:50:20<7:43:23,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29594/50000 [11:50:22<7:39:02,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29595/50000 [11:50:23<7:38:07,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29596/50000 [11:50:24<7:21:47,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29597/50000 [11:50:27<9:55:19,  1.75s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29598/50000 [11:50:28<8:49:46,  1.56s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29599/50000 [11:50:30<8:38:58,  1.53s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29600/50000 [11:50:31<7:50:46,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29601/50000 [11:50:32<8:10:44,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29602/50000 [11:50:34<8:03:57,  1.42s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29603/50000 [11:50:35<8:08:24,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29604/50000 [11:50:36<7:48:15,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29605/50000 [11:50:38<7:39:19,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29606/50000 [11:50:39<7:49:57,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29607/50000 [11:50:41<8:04:26,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29608/50000 [11:50:42<8:30:20,  1.50s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29609/50000 [11:50:43<7:55:52,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29610/50000 [11:50:45<7:47:02,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29611/50000 [11:50:46<7:52:00,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29612/50000 [11:50:48<9:17:49,  1.64s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29613/50000 [11:50:50<9:03:31,  1.60s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29614/50000 [11:50:51<8:33:38,  1.51s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29615/50000 [11:50:52<8:09:44,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29616/50000 [11:50:54<7:57:18,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29617/50000 [11:50:55<7:43:16,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29618/50000 [11:50:56<7:32:47,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29619/50000 [11:50:58<7:47:48,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29620/50000 [11:50:59<8:10:06,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29621/50000 [11:51:01<8:00:11,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29622/50000 [11:51:02<7:34:22,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29623/50000 [11:51:04<9:36:15,  1.70s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29624/50000 [11:51:06<8:53:36,  1.57s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29625/50000 [11:51:07<8:39:00,  1.53s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29626/50000 [11:51:09<9:27:19,  1.67s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29627/50000 [11:51:10<9:01:39,  1.60s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29628/50000 [11:51:12<8:51:18,  1.56s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29629/50000 [11:51:13<8:19:15,  1.47s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|███████████████��█▏           | 29630/50000 [11:51:15<8:08:10,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29631/50000 [11:51:16<8:04:02,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29632/50000 [11:51:17<7:48:58,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29633/50000 [11:51:19<7:41:59,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29634/50000 [11:51:20<7:29:16,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29635/50000 [11:51:21<7:49:17,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29636/50000 [11:51:23<7:35:12,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29637/50000 [11:51:24<7:21:36,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29638/50000 [11:51:25<7:26:38,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29639/50000 [11:51:26<7:21:40,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29640/50000 [11:51:28<8:40:22,  1.53s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29641/50000 [11:51:30<8:20:23,  1.47s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29642/50000 [11:51:31<7:48:53,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29643/50000 [11:51:32<7:34:25,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29644/50000 [11:51:34<7:40:58,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29645/50000 [11:51:35<8:00:41,  1.42s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29646/50000 [11:51:36<7:38:09,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29647/50000 [11:51:38<7:38:16,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29648/50000 [11:51:39<7:12:29,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29649/50000 [11:51:40<7:16:00,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29650/50000 [11:51:42<7:23:21,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29651/50000 [11:51:43<7:01:55,  1.24s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29652/50000 [11:51:44<7:28:54,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29653/50000 [11:51:45<7:08:26,  1.26s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29655/50000 [11:51:50<11:00:06,  1.95s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29656/50000 [11:51:52<10:05:24,  1.79s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29657/50000 [11:51:53<9:37:50,  1.70s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29658/50000 [11:51:54<8:28:22,  1.50s/it]
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Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29669/50000 [11:52:09<7:35:15,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29670/50000 [11:52:10<8:31:00,  1.51s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▌           | 29671/50000 [11:52:13<10:08:09,  1.79s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29672/50000 [11:52:14<9:14:03,  1.64s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29673/50000 [11:52:15<8:40:15,  1.54s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29674/50000 [11:52:17<8:27:31,  1.50s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29675/50000 [11:52:18<8:23:02,  1.49s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29676/50000 [11:52:20<8:08:41,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29677/50000 [11:52:21<7:59:39,  1.42s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29678/50000 [11:52:22<7:44:53,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29679/50000 [11:52:23<7:27:11,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29680/50000 [11:52:25<7:24:30,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29681/50000 [11:52:26<7:39:54,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29682/50000 [11:52:27<7:21:51,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29683/50000 [11:52:29<7:23:57,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29684/50000 [11:52:31<8:41:51,  1.54s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|██��██████████████▏           | 29685/50000 [11:52:32<7:45:51,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29686/50000 [11:52:33<7:31:03,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29687/50000 [11:52:34<7:02:17,  1.25s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29688/50000 [11:52:35<7:02:24,  1.25s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29689/50000 [11:52:37<7:09:27,  1.27s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29690/50000 [11:52:38<7:20:03,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29691/50000 [11:52:40<7:43:50,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29692/50000 [11:52:41<7:36:07,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29693/50000 [11:52:42<7:14:10,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29694/50000 [11:52:43<7:00:41,  1.24s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29695/50000 [11:52:44<7:00:32,  1.24s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29696/50000 [11:52:46<7:05:55,  1.26s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29697/50000 [11:52:47<7:45:16,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29698/50000 [11:52:49<7:59:30,  1.42s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29699/50000 [11:52:51<8:47:12,  1.56s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29700/50000 [11:52:52<8:09:49,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29701/50000 [11:52:53<7:49:54,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▋           | 29702/50000 [11:52:56<10:44:24,  1.90s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29703/50000 [11:52:58<9:48:52,  1.74s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29704/50000 [11:52:59<8:51:03,  1.57s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29705/50000 [11:53:00<8:28:41,  1.50s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29706/50000 [11:53:02<8:23:18,  1.49s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29707/50000 [11:53:03<7:47:58,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29708/50000 [11:53:04<7:41:56,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29709/50000 [11:53:05<7:29:53,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29710/50000 [11:53:07<7:26:42,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29711/50000 [11:53:08<7:14:14,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29712/50000 [11:53:09<7:24:45,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29713/50000 [11:53:10<7:21:16,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29714/50000 [11:53:12<7:19:58,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29715/50000 [11:53:13<6:45:43,  1.20s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29716/50000 [11:53:14<7:02:01,  1.25s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▋           | 29717/50000 [11:53:18<11:52:11,  2.11s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▋           | 29718/50000 [11:53:19<10:17:53,  1.83s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29719/50000 [11:53:21<9:13:57,  1.64s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29720/50000 [11:53:22<8:32:56,  1.52s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▋           | 29721/50000 [11:53:24<10:06:11,  1.79s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29722/50000 [11:53:26<9:23:22,  1.67s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29723/50000 [11:53:27<8:36:07,  1.53s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29724/50000 [11:53:28<7:49:50,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29725/50000 [11:53:29<7:44:37,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29726/50000 [11:53:31<7:52:56,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29727/50000 [11:53:32<8:04:56,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29728/50000 [11:53:34<8:08:13,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29729/50000 [11:53:35<8:06:37,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29730/50000 [11:53:36<7:50:06,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29731/50000 [11:53:37<7:08:16,  1.27s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▋           | 29732/50000 [11:53:40<10:01:51,  1.78s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29733/50000 [11:53:42<9:08:51,  1.62s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29734/50000 [11:53:43<8:27:16,  1.50s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29735/50000 [11:53:44<7:39:45,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29736/50000 [11:53:45<7:32:58,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29737/50000 [11:53:46<7:28:55,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29738/50000 [11:53:48<7:23:56,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29739/50000 [11:53:49<7:36:58,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29740/50000 [11:53:51<7:35:04,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▏           | 29741/50000 [11:53:52<7:30:24,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▎           | 29742/50000 [11:53:53<7:24:00,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▎           | 29743/50000 [11:53:54<7:18:13,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▎           | 29744/50000 [11:53:56<7:23:01,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▎           | 29745/50000 [11:53:57<7:39:08,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|████████████████▋           | 29746/50000 [11:54:00<10:18:03,  1.83s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▎           | 29747/50000 [11:54:01<9:19:35,  1.66s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▎           | 29748/50000 [11:54:03<8:53:49,  1.58s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  59%|█████████████████▎           | 29749/50000 [11:54:04<8:33:26,  1.52s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29750/50000 [11:54:06<8:21:11,  1.48s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29751/50000 [11:54:07<8:09:02,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29752/50000 [11:54:08<7:37:13,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29753/50000 [11:54:09<7:45:54,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29754/50000 [11:54:11<7:47:13,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29755/50000 [11:54:12<8:05:00,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29756/50000 [11:54:14<7:44:10,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29757/50000 [11:54:15<7:25:15,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29758/50000 [11:54:16<7:13:26,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29759/50000 [11:54:17<7:07:28,  1.27s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29760/50000 [11:54:18<6:48:39,  1.21s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29761/50000 [11:54:21<9:41:22,  1.72s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29762/50000 [11:54:23<9:00:43,  1.60s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29763/50000 [11:54:24<8:44:24,  1.55s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29764/50000 [11:54:26<8:42:27,  1.55s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29765/50000 [11:54:27<8:18:33,  1.48s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29766/50000 [11:54:28<8:25:07,  1.50s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|███████████████���█▎           | 29767/50000 [11:54:30<7:50:32,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29768/50000 [11:54:31<7:33:21,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29769/50000 [11:54:32<7:51:15,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29770/50000 [11:54:33<7:26:36,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29771/50000 [11:54:36<9:20:17,  1.66s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29772/50000 [11:54:37<8:50:48,  1.57s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29773/50000 [11:54:39<8:22:35,  1.49s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29774/50000 [11:54:40<7:43:07,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29775/50000 [11:54:41<7:30:35,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▋           | 29776/50000 [11:54:44<10:21:59,  1.85s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29777/50000 [11:54:45<9:33:50,  1.70s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29778/50000 [11:54:47<9:03:28,  1.61s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29779/50000 [11:54:48<8:41:11,  1.55s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29780/50000 [11:54:49<8:21:54,  1.49s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29781/50000 [11:54:51<8:05:51,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29782/50000 [11:54:52<8:11:57,  1.46s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29783/50000 [11:54:54<8:04:00,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29784/50000 [11:54:55<7:45:05,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29785/50000 [11:54:56<7:51:49,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29786/50000 [11:54:57<7:18:43,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29787/50000 [11:54:59<7:31:36,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29788/50000 [11:55:00<7:36:31,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29789/50000 [11:55:01<6:41:55,  1.19s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29790/50000 [11:55:04<9:24:25,  1.68s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29791/50000 [11:55:05<9:02:37,  1.61s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29792/50000 [11:55:07<8:51:19,  1.58s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29793/50000 [11:55:08<8:16:31,  1.47s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29794/50000 [11:55:09<7:47:31,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29795/50000 [11:55:11<7:46:06,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29796/50000 [11:55:12<7:49:43,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29797/50000 [11:55:14<8:01:40,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29798/50000 [11:55:15<7:52:33,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29799/50000 [11:55:16<8:00:37,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29800/50000 [11:55:18<7:54:37,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29801/50000 [11:55:19<8:04:57,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29802/50000 [11:55:21<8:18:08,  1.48s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29803/50000 [11:55:22<7:44:56,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▋           | 29804/50000 [11:55:25<10:30:17,  1.87s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29805/50000 [11:55:26<9:39:40,  1.72s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29806/50000 [11:55:28<8:44:41,  1.56s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29807/50000 [11:55:29<8:19:40,  1.48s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29808/50000 [11:55:30<8:02:00,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29809/50000 [11:55:32<8:17:17,  1.48s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29810/50000 [11:55:33<7:51:23,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29811/50000 [11:55:34<7:53:35,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29812/50000 [11:55:36<7:48:39,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29813/50000 [11:55:37<8:01:42,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29814/50000 [11:55:39<7:51:50,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29815/50000 [11:55:40<7:51:28,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29816/50000 [11:55:41<7:43:53,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29817/50000 [11:55:43<8:00:05,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▋           | 29818/50000 [11:55:46<10:03:03,  1.79s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▋           | 29819/50000 [11:55:48<11:15:50,  2.01s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▋           | 29820/50000 [11:55:49<10:07:46,  1.81s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29821/50000 [11:55:51<9:16:02,  1.65s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|███��█████████████▎           | 29822/50000 [11:55:52<8:53:13,  1.59s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29823/50000 [11:55:53<8:10:47,  1.46s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29824/50000 [11:55:55<8:04:48,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29825/50000 [11:55:56<8:00:34,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29826/50000 [11:55:57<7:36:13,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29827/50000 [11:55:59<7:48:09,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29828/50000 [11:56:00<7:36:34,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29829/50000 [11:56:01<7:27:26,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29830/50000 [11:56:03<7:14:39,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29831/50000 [11:56:04<7:14:19,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29832/50000 [11:56:05<7:21:04,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▋           | 29833/50000 [11:56:08<10:15:19,  1.83s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29834/50000 [11:56:10<9:39:12,  1.72s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29835/50000 [11:56:11<9:12:14,  1.64s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29836/50000 [11:56:13<8:45:52,  1.56s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29837/50000 [11:56:14<8:06:37,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29838/50000 [11:56:15<7:57:37,  1.42s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29839/50000 [11:56:17<8:21:25,  1.49s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29840/50000 [11:56:18<8:20:44,  1.49s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29841/50000 [11:56:20<8:11:52,  1.46s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29842/50000 [11:56:21<7:52:57,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29843/50000 [11:56:22<7:00:27,  1.25s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29844/50000 [11:56:23<6:34:30,  1.17s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29845/50000 [11:56:24<6:37:02,  1.18s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29846/50000 [11:56:25<6:59:45,  1.25s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29847/50000 [11:56:28<9:31:47,  1.70s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29848/50000 [11:56:29<8:45:33,  1.56s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29849/50000 [11:56:31<8:31:41,  1.52s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29850/50000 [11:56:32<7:52:15,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29851/50000 [11:56:33<7:42:37,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29852/50000 [11:56:35<7:32:40,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29853/50000 [11:56:36<7:31:53,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29854/50000 [11:56:37<7:24:14,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29855/50000 [11:56:38<7:25:52,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29856/50000 [11:56:40<7:17:54,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29857/50000 [11:56:41<7:28:49,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29858/50000 [11:56:43<7:35:49,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29859/50000 [11:56:44<7:37:32,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29860/50000 [11:56:46<8:05:40,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29861/50000 [11:56:47<7:33:57,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▋           | 29862/50000 [11:56:50<10:00:25,  1.79s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29863/50000 [11:56:51<9:35:24,  1.71s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29864/50000 [11:56:52<9:00:42,  1.61s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29865/50000 [11:56:54<8:27:14,  1.51s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29866/50000 [11:56:55<8:04:48,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29867/50000 [11:56:57<9:49:31,  1.76s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29868/50000 [11:56:59<9:24:09,  1.68s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29869/50000 [11:57:01<9:17:23,  1.66s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29870/50000 [11:57:02<8:51:58,  1.59s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29871/50000 [11:57:03<8:34:24,  1.53s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29872/50000 [11:57:05<8:00:50,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29873/50000 [11:57:06<7:37:22,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29874/50000 [11:57:07<7:29:00,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29875/50000 [11:57:09<7:40:53,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29876/50000 [11:57:11<8:47:56,  1.57s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29877/50000 [11:57:12<8:29:05,  1.52s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29878/50000 [11:57:13<7:54:26,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29879/50000 [11:57:15<8:25:16,  1.51s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29880/50000 [11:57:16<8:06:43,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29881/50000 [11:57:18<8:22:14,  1.50s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29882/50000 [11:57:19<7:38:35,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29883/50000 [11:57:20<7:49:09,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29884/50000 [11:57:22<7:30:34,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29885/50000 [11:57:23<7:18:30,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29886/50000 [11:57:24<7:17:22,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29887/50000 [11:57:25<6:49:35,  1.22s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29888/50000 [11:57:26<7:00:58,  1.26s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29889/50000 [11:57:28<6:46:37,  1.21s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29890/50000 [11:57:30<8:28:22,  1.52s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29891/50000 [11:57:31<7:56:31,  1.42s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29892/50000 [11:57:32<8:05:45,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29893/50000 [11:57:33<7:10:13,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29894/50000 [11:57:35<7:16:39,  1.30s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29895/50000 [11:57:36<7:29:29,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29896/50000 [11:57:37<7:22:42,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29897/50000 [11:57:39<7:29:01,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29898/50000 [11:57:40<6:56:42,  1.24s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29899/50000 [11:57:41<6:48:24,  1.22s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29900/50000 [11:57:42<6:48:29,  1.22s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29901/50000 [11:57:44<7:21:57,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29902/50000 [11:57:45<6:59:30,  1.25s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29903/50000 [11:57:46<7:06:12,  1.27s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████��███▎           | 29904/50000 [11:57:48<7:24:32,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29905/50000 [11:57:49<7:57:04,  1.42s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29906/50000 [11:57:51<7:52:04,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▋           | 29907/50000 [11:57:53<10:03:47,  1.80s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29908/50000 [11:57:55<9:12:25,  1.65s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29909/50000 [11:57:56<8:37:50,  1.55s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29910/50000 [11:57:57<8:25:46,  1.51s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29911/50000 [11:57:59<7:58:19,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29912/50000 [11:58:00<7:54:25,  1.42s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29913/50000 [11:58:01<7:56:30,  1.42s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29914/50000 [11:58:03<7:51:24,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29915/50000 [11:58:05<9:34:31,  1.72s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29916/50000 [11:58:07<8:55:52,  1.60s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29917/50000 [11:58:08<8:00:11,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29918/50000 [11:58:09<7:35:45,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29919/50000 [11:58:10<7:36:25,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29920/50000 [11:58:11<7:23:43,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29921/50000 [11:58:13<7:21:32,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▊           | 29922/50000 [11:58:17<11:47:00,  2.11s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▊           | 29923/50000 [11:58:18<10:33:19,  1.89s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29924/50000 [11:58:20<9:46:53,  1.75s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29925/50000 [11:58:21<9:39:22,  1.73s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29926/50000 [11:58:23<9:06:25,  1.63s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29927/50000 [11:58:24<9:01:19,  1.62s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29928/50000 [11:58:26<8:40:24,  1.56s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29929/50000 [11:58:27<8:35:23,  1.54s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29930/50000 [11:58:29<8:37:36,  1.55s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29931/50000 [11:58:30<8:07:24,  1.46s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29932/50000 [11:58:31<7:39:07,  1.37s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29933/50000 [11:58:32<7:28:57,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29934/50000 [11:58:34<7:07:15,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29935/50000 [11:58:35<6:54:46,  1.24s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▊           | 29936/50000 [11:58:38<10:37:31,  1.91s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29937/50000 [11:58:39<9:02:41,  1.62s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29938/50000 [11:58:40<8:10:24,  1.47s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29939/50000 [11:58:41<7:52:48,  1.41s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29940/50000 [11:58:43<7:48:19,  1.40s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29941/50000 [11:58:44<7:35:48,  1.36s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29942/50000 [11:58:46<7:45:46,  1.39s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29943/50000 [11:58:47<7:06:18,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29944/50000 [11:58:48<7:06:55,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29945/50000 [11:58:49<6:48:58,  1.22s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29946/50000 [11:58:50<6:52:23,  1.23s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29947/50000 [11:58:52<7:04:11,  1.27s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29948/50000 [11:58:53<7:25:08,  1.33s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29949/50000 [11:58:54<7:22:13,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29950/50000 [11:58:56<7:17:49,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▊           | 29951/50000 [11:58:59<10:14:58,  1.84s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29952/50000 [11:59:00<9:33:37,  1.72s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29953/50000 [11:59:01<8:41:23,  1.56s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29954/50000 [11:59:03<8:29:37,  1.53s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29955/50000 [11:59:04<8:31:44,  1.53s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▎           | 29956/50000 [11:59:06<8:39:16,  1.55s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29957/50000 [11:59:07<8:29:45,  1.53s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29958/50000 [11:59:09<7:58:00,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29959/50000 [11:59:10<7:30:53,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29960/50000 [11:59:11<7:22:28,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29961/50000 [11:59:12<7:02:07,  1.26s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29962/50000 [11:59:14<7:25:51,  1.34s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29963/50000 [11:59:15<6:56:10,  1.25s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29964/50000 [11:59:16<7:09:22,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▊           | 29965/50000 [11:59:20<11:56:41,  2.15s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▊           | 29966/50000 [11:59:22<10:38:02,  1.91s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29967/50000 [11:59:23<9:18:48,  1.67s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29968/50000 [11:59:24<8:57:28,  1.61s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29969/50000 [11:59:25<8:27:32,  1.52s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29970/50000 [11:59:27<8:30:56,  1.53s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29971/50000 [11:59:28<8:01:53,  1.44s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29972/50000 [11:59:30<7:57:22,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29973/50000 [11:59:31<8:12:41,  1.48s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29974/50000 [11:59:33<8:23:08,  1.51s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29975/50000 [11:59:34<7:53:18,  1.42s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29976/50000 [11:59:35<7:29:46,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29977/50000 [11:59:37<7:42:04,  1.38s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▊           | 29978/50000 [11:59:40<10:51:38,  1.95s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▊           | 29979/50000 [11:59:41<10:00:22,  1.80s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29980/50000 [11:59:42<8:45:56,  1.58s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29981/50000 [11:59:44<8:11:04,  1.47s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29982/50000 [11:59:45<8:03:35,  1.45s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29983/50000 [11:59:46<7:57:44,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29984/50000 [11:59:48<7:30:39,  1.35s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29985/50000 [11:59:49<7:20:13,  1.32s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29986/50000 [11:59:51<7:58:15,  1.43s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29987/50000 [11:59:52<7:05:48,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29988/50000 [11:59:53<7:11:02,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29989/50000 [11:59:54<7:06:34,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29990/50000 [11:59:55<7:16:22,  1.31s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29991/50000 [11:59:57<7:09:39,  1.29s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29992/50000 [11:59:58<7:07:48,  1.28s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|████████████████▊           | 29993/50000 [12:00:01<10:18:21,  1.85s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29994/50000 [12:00:02<8:55:32,  1.61s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29995/50000 [12:00:03<8:23:57,  1.51s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29996/50000 [12:00:05<8:25:37,  1.52s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29997/50000 [12:00:07<8:36:10,  1.55s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29998/50000 [12:00:08<8:17:42,  1.49s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 29999/50000 [12:00:09<8:17:06,  1.49s/it]
Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 30000/50000 [12:00:11<8:31:46,  1.54s/it]
                                                                                                                                                      

Step... (29000/50000 | Loss: 1.6177186965942383, Acc: 0.67269366979599):  60%|█████████████████▍           | 30000/50000 [12:00:13<8:31:46,  1.54s/it]
+
Evaluating ...:   0%|                                                                                                         | 0/130 [00:00<?, ?it/s]Step... (29500 | Loss: 1.6591482162475586, Learning Rate: 0.00024848486646078527)
+Step... (30000 | Loss: 1.6528208255767822, Learning Rate: 0.0002424242557026446)
+
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Evaluating ...:   2%|█▍                                                                                               | 2/130 [00:00<00:09, 13.88it/s]
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Evaluating ...:   3%|██▉                                                                                              | 4/130 [00:00<00:08, 14.61it/s]
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Evaluating ...:   5%|████▍                                                                                            | 6/130 [00:00<00:08, 14.85it/s]
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Evaluating ...:   6%|█████▉                                                                                           | 8/130 [00:00<00:08, 14.95it/s]
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Evaluating ...:   8%|███████▍                                                                                        | 10/130 [00:00<00:08, 14.93it/s]
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Evaluating ...:   9%|████████▊                                                                                       | 12/130 [00:00<00:07, 15.03it/s]
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Evaluating ...:  11%|██████████▎                                                                                     | 14/130 [00:00<00:07, 14.87it/s]
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Evaluating ...:  12%|███████████▊                                                                                    | 16/130 [00:01<00:07, 14.74it/s]
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Evaluating ...:  14%|█████████████▎                                                                                  | 18/130 [00:01<00:07, 14.77it/s]
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Evaluating ...:  15%|██████████████▊                                                                                 | 20/130 [00:01<00:07, 14.93it/s]
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Evaluating ...:  17%|████████████████▏                                                                               | 22/130 [00:01<00:07, 14.98it/s]
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Evaluating ...:  18%|█████████████████▋                                                                              | 24/130 [00:01<00:07, 15.03it/s]
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Evaluating ...:  20%|███████████████████▏                                                                            | 26/130 [00:01<00:06, 15.07it/s]
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Evaluating ...:  22%|████████████████████▋                                                                           | 28/130 [00:01<00:06, 15.06it/s]
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Evaluating ...:  23%|██████████████████████▏                                                                         | 30/130 [00:02<00:06, 15.23it/s]
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Evaluating ...:  25%|███████████████████████▋                                                                        | 32/130 [00:02<00:06, 15.12it/s]
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Evaluating ...:  26%|█████████████████████████                                                                       | 34/130 [00:02<00:06, 15.19it/s]
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Evaluating ...:  28%|██████████████████████████▌                                                                     | 36/130 [00:02<00:06, 15.26it/s]
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Evaluating ...:  29%|████████████████████████████                                                                    | 38/130 [00:02<00:06, 15.19it/s]
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Evaluating ...:  31%|█████████████████████████████▌                                                                  | 40/130 [00:02<00:05, 15.22it/s]
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Evaluating ...:  32%|███████████████████████████████                                                                 | 42/130 [00:02<00:05, 15.10it/s]
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Evaluating ...:  34%|████████████████████████████████▍                                                               | 44/130 [00:02<00:05, 15.10it/s]
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Evaluating ...:  35%|█████████████████████████████████▉                                                              | 46/130 [00:03<00:06, 13.20it/s]
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Evaluating ...:  37%|███████████████████████████████████▍                                                            | 48/130 [00:03<00:09,  8.45it/s]
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Evaluating ...:  38%|████████████████████████████████████▉                                                           | 50/130 [00:03<00:11,  6.75it/s]
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Evaluating ...:  39%|█████████████████████████████████████▋                                                          | 51/130 [00:04<00:12,  6.24it/s]
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Evaluating ...:  40%|██████████████████████████████████████▍                                                         | 52/130 [00:04<00:13,  5.82it/s]
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Evaluating ...:  41%|███████████████████████████████████████▏                                                        | 53/130 [00:04<00:14,  5.49it/s]
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Evaluating ...:  42%|███████████████████████████████████████▉                                                        | 54/130 [00:04<00:14,  5.24it/s]
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Evaluating ...:  42%|████████████████████████████████████████▌                                                       | 55/130 [00:05<00:14,  5.06it/s]
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Evaluating ...:  43%|█████████████████████████████████████████▎                                                      | 56/130 [00:05<00:15,  4.93it/s]
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Evaluating ...:  44%|██████████████████████████████████████████                                                      | 57/130 [00:05<00:15,  4.83it/s]
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Evaluating ...:  45%|██████████████████████████████████████████▊                                                     | 58/130 [00:05<00:15,  4.76it/s]
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Evaluating ...:  45%|██████████████████████████████████��████████▌                                                    | 59/130 [00:05<00:15,  4.71it/s]
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Evaluating ...:  46%|████████████████████████████████████████████▎                                                   | 60/130 [00:06<00:14,  4.68it/s]
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Evaluating ...:  47%|█████████████████████████████████████████████                                                   | 61/130 [00:06<00:14,  4.66it/s]
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Evaluating ...:  48%|█████████████████████████████████████████████▊                                                  | 62/130 [00:06<00:14,  4.64it/s]
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Evaluating ...:  48%|██████████████████████████████████████████████▌                                                 | 63/130 [00:06<00:14,  4.62it/s]
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Evaluating ...:  49%|███████████████████████████████████████████████▎                                                | 64/130 [00:07<00:14,  4.62it/s]
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Evaluating ...:  50%|████████████████████████████████████████████████                                                | 65/130 [00:07<00:14,  4.61it/s]
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Evaluating ...:  51%|████████████████████████████████████████████████▋                                               | 66/130 [00:07<00:13,  4.61it/s]
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Evaluating ...:  52%|█████████████████████████████████████████████████▍                                              | 67/130 [00:07<00:13,  4.60it/s]
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Evaluating ...:  52%|██████████████████████████████████████████████████▏                                             | 68/130 [00:07<00:13,  4.60it/s]
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Evaluating ...:  53%|██████████████████████████████████████████████████▉                                             | 69/130 [00:08<00:13,  4.60it/s]
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Evaluating ...:  54%|███████████████████████████████████████████████████▋                                            | 70/130 [00:08<00:13,  4.60it/s]
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Evaluating ...:  55%|████████████████████████████████████████████████████▍                                           | 71/130 [00:08<00:12,  4.60it/s]
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Evaluating ...:  55%|█████████████████████████████████████████████████████▏                                          | 72/130 [00:08<00:12,  4.60it/s]
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Evaluating ...:  56%|█████████████████████████████████████████████████████▉                                          | 73/130 [00:09<00:12,  4.60it/s]
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Evaluating ...:  57%|██████████████████████████████████████████████████████▋                                         | 74/130 [00:09<00:12,  4.60it/s]
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Evaluating ...:  58%|███████████████████████████████████████████████████████▍                                        | 75/130 [00:09<00:11,  4.60it/s]
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Evaluating ...:  58%|████████████████████████████████████████████████████████                                        | 76/130 [00:09<00:11,  4.59it/s]
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Evaluating ...:  59%|████████████████████████████████████████████████████████▊                                       | 77/130 [00:09<00:11,  4.60it/s]
+
Evaluating ...:  60%|█████████████████████████████████████████████████████████▌                                      | 78/130 [00:10<00:11,  4.60it/s]
+
Evaluating ...:  61%|███████████████���██████████████████████████████████████████▎                                     | 79/130 [00:10<00:11,  4.59it/s]
+
Evaluating ...:  62%|███████████████████████████████████████████████████████████                                     | 80/130 [00:10<00:10,  4.59it/s]
+
Evaluating ...:  62%|███████████████████████████████████████████████████████████▊                                    | 81/130 [00:10<00:10,  4.59it/s]
+
Evaluating ...:  63%|████████████████████████████████████████████████████████████▌                                   | 82/130 [00:10<00:10,  4.60it/s]
+
Evaluating ...:  64%|█████████████████████████████████████████████████████████████▎                                  | 83/130 [00:11<00:10,  4.60it/s]
+
Evaluating ...:  65%|██████████████████████████████████████████████████████████████                                  | 84/130 [00:11<00:10,  4.60it/s]
+
Evaluating ...:  65%|██████████████████████████████████████████████████████████████▊                                 | 85/130 [00:11<00:09,  4.60it/s]
+
Evaluating ...:  66%|███████████████████████████████████████████████████████████████▌                                | 86/130 [00:11<00:09,  4.60it/s]
+
Evaluating ...:  67%|████████████████████████████████████████████████████████████████▏                               | 87/130 [00:12<00:09,  4.60it/s]
+
Evaluating ...:  68%|████████████████████████████████████████████████████████████████▉                               | 88/130 [00:12<00:09,  4.60it/s]
+
Evaluating ...:  68%|█████████████████████████████████████████████████████████████████▋                              | 89/130 [00:12<00:08,  4.60it/s]
+
Evaluating ...:  69%|██████████████████████████████████████████████████████████████████▍                             | 90/130 [00:12<00:08,  4.60it/s]
+
Evaluating ...:  70%|███████████████████████████████████████████████████████████████████▏                            | 91/130 [00:12<00:08,  4.60it/s]
+
Evaluating ...:  71%|███████████████████████████████████████████████████████████████████▉                            | 92/130 [00:13<00:08,  4.59it/s]
+
Evaluating ...:  72%|████████████████████████████████████████████████████████████████████▋                           | 93/130 [00:13<00:08,  4.59it/s]
+
Evaluating ...:  72%|█████████████████████████████████████████████████████████████████████▍                          | 94/130 [00:13<00:07,  4.60it/s]
+
Evaluating ...:  73%|██████████████████████████████████████████████████████████████████████▏                         | 95/130 [00:13<00:07,  4.59it/s]
+
Evaluating ...:  74%|██████████████████████████████████████████████████████████████████████▉                         | 96/130 [00:14<00:07,  4.59it/s]
+
Evaluating ...:  75%|███████████████████████████████████████████████████████████████████████▋                        | 97/130 [00:14<00:07,  4.60it/s]
+
Evaluating ...:  75%|████████████████████████████████████████████████████████████████████████▎                       | 98/130 [00:14<00:06,  4.60it/s]
+
Evaluating ...:  76%|█████████████████████████████████████████████████████████████████████████                       | 99/130 [00:14<00:06,  4.60it/s]
+
Evaluating ...:  77%|█████████████████████████████████████████████████████████████████████████                      | 100/130 [00:14<00:06,  4.59it/s]
+
Evaluating ...:  78%|█████████████████████████████████████████████████████████████████████████▊                     | 101/130 [00:15<00:06,  4.60it/s]
+
Evaluating ...:  78%|██████████████████████████████████████████████████████████████████████████▌                    | 102/130 [00:15<00:06,  4.60it/s]
+
Evaluating ...:  79%|███████████████████████████████████████████████████████████████████████████▎                   | 103/130 [00:15<00:05,  4.60it/s]
+
Evaluating ...:  80%|████████████████████████████████████████████████████████████████████████████                   | 104/130 [00:15<00:05,  4.60it/s]
+
Evaluating ...:  81%|████████████████████████████████████████████████████████████████████████████▋                  | 105/130 [00:15<00:05,  4.59it/s]
+
Evaluating ...:  82%|█████████████████████████████████████████████████████████████████████████████▍                 | 106/130 [00:16<00:05,  4.60it/s]
+
Evaluating ...:  82%|██████████████████████████████████████████████████████████████████████████████▏                | 107/130 [00:16<00:05,  4.60it/s]
+
Evaluating ...:  83%|██████████████████████████████████████████████████████████████████████████████▉                | 108/130 [00:16<00:04,  4.60it/s]
+
Evaluating ...:  84%|███████████████████████████████████████████████████████████████████████████████▋               | 109/130 [00:16<00:04,  4.59it/s]
+
Evaluating ...:  85%|████████████████████████████████████████████████████████████████████████████████▍              | 110/130 [00:17<00:04,  4.60it/s]
+
Evaluating ...:  85%|█████████████████████████████████████████████████████████████████████████████████              | 111/130 [00:17<00:04,  4.60it/s]
+
Evaluating ...:  86%|█████████████████████████████████████████████████████████████████████████████████▊             | 112/130 [00:17<00:03,  4.59it/s]
+
Evaluating ...:  87%|██████████████████████████████████████████████████████████████████████████████████▌            | 113/130 [00:17<00:03,  4.59it/s]
+
Evaluating ...:  88%|███████████████████████████████████████████████████████████████████████████████████▎           | 114/130 [00:17<00:03,  4.59it/s]
+
Evaluating ...:  88%|████████████████████████████████████████████████████████████████████████████████████           | 115/130 [00:18<00:03,  4.60it/s]
+
Evaluating ...:  89%|████████████████████████████████████████████████████████████████████████████████████▊          | 116/130 [00:18<00:03,  4.60it/s]
+
Evaluating ...:  90%|█████████████████████████████████████████████████████████████████████████████████████▌         | 117/130 [00:18<00:02,  4.60it/s]
+
Evaluating ...:  91%|██████████████████████████████████████████████████████████████████████████████████████▏        | 118/130 [00:18<00:02,  4.60it/s]
+
Evaluating ...:  92%|██████████████████████████████████████████████████████████████████████████████████████▉        | 119/130 [00:19<00:02,  4.60it/s]
+
Evaluating ...:  92%|███████████████████████████████████████████████████████████████████████████████████████▋       | 120/130 [00:19<00:02,  4.60it/s]
+
Evaluating ...:  93%|████████████████████████████████████████████████████████████████████████████████████████▍      | 121/130 [00:19<00:01,  4.59it/s]
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Evaluating ...:  94%|█████████████████████████████████████████████████████████████████████████████████████████▏     | 122/130 [00:19<00:01,  4.59it/s]
+
Evaluating ...:  95%|█████████████████████████████████████████████████████████████████████████████████████████▉     | 123/130 [00:19<00:01,  4.60it/s]
+
Evaluating ...:  95%|██████████████████████████████████████████████████████████████████████████████████████████▌    | 124/130 [00:20<00:01,  4.60it/s]
+
Evaluating ...:  96%|███████████████████████████████████████████████████████████████████████████████████████████▎   | 125/130 [00:20<00:01,  4.59it/s]
+
Evaluating ...:  97%|████████████████████████████████████████████████████████████████████████████████████████████   | 126/130 [00:20<00:00,  4.59it/s]
+
Evaluating ...:  98%|████████████████████████████████████████████████████████████████████████████████████████████▊  | 127/130 [00:20<00:00,  4.60it/s]
+
Evaluating ...:  98%|█████████████████████████████████████████████████████████████████████████████████████████████▌ | 128/130 [00:20<00:00,  4.60it/s]
+
Evaluating ...:  99%|██████████████████████████████████████████████████████████████████████████████████████████████▎| 129/130 [00:21<00:00,  4.59it/s]
+
Evaluating ...: 100%|███████████████████████████████████████████████████████████████████████████████████████████████| 130/130 [00:21<00:00,  4.59it/s]
Evaluating ...: 100%|███████████████████████████████████████████████████████████████████████████████████████████████| 130/130 [00:21<00:00,  6.07it/s]
+[14:08:36] - INFO - __main__ - Saving checkpoint at 30000 steps
+All Flax model weights were used when initializing RobertaForMaskedLM.
+
+Some weights of RobertaForMaskedLM were not initialized from the Flax model and are newly initialized: ['lm_head.decoder.weight', 'roberta.embeddings.position_ids', 'lm_head.decoder.bias']
+You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
+
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|███████████████          | 30001/50000 [12:01:08<100:44:41, 18.13s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30093/50000 [12:03:21<7:09:55,  1.30s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|███████████████▋          | 30095/50000 [12:03:27<11:57:44,  2.16s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|███████████████▋          | 30096/50000 [12:03:28<10:23:38,  1.88s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30098/50000 [12:03:31<8:46:19,  1.59s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30099/50000 [12:03:32<8:32:29,  1.55s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30100/50000 [12:03:34<8:32:29,  1.55s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30101/50000 [12:03:35<7:54:17,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30102/50000 [12:03:36<7:36:13,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30103/50000 [12:03:38<7:54:51,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30104/50000 [12:03:39<7:35:43,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30105/50000 [12:03:41<7:49:08,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30106/50000 [12:03:42<7:50:31,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30107/50000 [12:03:43<7:21:58,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30108/50000 [12:03:44<7:26:09,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30109/50000 [12:03:46<7:52:23,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30110/50000 [12:03:47<7:09:39,  1.30s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30111/50000 [12:03:49<8:46:54,  1.59s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30112/50000 [12:03:51<8:33:29,  1.55s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|███████████████▋          | 30113/50000 [12:03:54<11:30:26,  2.08s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|███████████████▋          | 30114/50000 [12:03:55<10:18:09,  1.87s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30115/50000 [12:03:57<9:42:57,  1.76s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30116/50000 [12:03:58<8:28:56,  1.54s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30117/50000 [12:03:59<8:18:18,  1.50s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30118/50000 [12:04:01<8:03:36,  1.46s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30119/50000 [12:04:02<7:50:43,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30120/50000 [12:04:04<7:47:50,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30121/50000 [12:04:05<7:31:03,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30122/50000 [12:04:06<7:38:18,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30123/50000 [12:04:08<7:53:40,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30124/50000 [12:04:09<7:55:05,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30125/50000 [12:04:11<7:59:13,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30126/50000 [12:04:12<7:30:13,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|███████████████▋          | 30127/50000 [12:04:16<12:41:54,  2.30s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|███████████████▋          | 30128/50000 [12:04:17<10:48:03,  1.96s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30129/50000 [12:04:19<9:48:30,  1.78s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30130/50000 [12:04:20<9:14:33,  1.67s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30131/50000 [12:04:22<8:51:35,  1.61s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30132/50000 [12:04:23<8:09:54,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30133/50000 [12:04:24<7:55:23,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30134/50000 [12:04:26<7:42:10,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30135/50000 [12:04:27<7:43:19,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30136/50000 [12:04:28<7:50:19,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30137/50000 [12:04:30<8:14:30,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30138/50000 [12:04:32<8:10:08,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30139/50000 [12:04:33<7:31:50,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30140/50000 [12:04:34<7:47:19,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30141/50000 [12:04:36<9:15:16,  1.68s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30142/50000 [12:04:38<8:53:07,  1.61s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30143/50000 [12:04:39<7:57:38,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30144/50000 [12:04:40<7:42:44,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30145/50000 [12:04:41<7:23:25,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30146/50000 [12:04:43<6:56:27,  1.26s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30147/50000 [12:04:44<7:26:20,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30148/50000 [12:04:45<7:24:23,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30149/50000 [12:04:47<7:25:37,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30150/50000 [12:04:48<7:24:26,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30151/50000 [12:04:49<7:14:29,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30152/50000 [12:04:50<6:54:43,  1.25s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30153/50000 [12:04:52<7:18:26,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30154/50000 [12:04:53<7:03:23,  1.28s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30155/50000 [12:04:54<6:59:14,  1.27s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30156/50000 [12:04:56<8:08:36,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30157/50000 [12:04:58<8:12:41,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30158/50000 [12:04:59<7:29:22,  1.36s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  60%|████████████████▎          | 30160/50000 [12:05:02<8:24:00,  1.52s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30405/50000 [12:11:00<9:44:45,  1.79s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30407/50000 [12:11:02<8:01:45,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30408/50000 [12:11:03<7:49:18,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30409/50000 [12:11:05<7:52:51,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30410/50000 [12:11:06<7:32:14,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30411/50000 [12:11:07<7:31:24,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30412/50000 [12:11:09<7:40:12,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30413/50000 [12:11:10<7:22:28,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30414/50000 [12:11:11<7:19:41,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30415/50000 [12:11:13<7:22:06,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30416/50000 [12:11:14<7:24:06,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30417/50000 [12:11:15<7:03:12,  1.30s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▊          | 30418/50000 [12:11:18<10:04:01,  1.85s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30419/50000 [12:11:20<9:23:16,  1.73s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30420/50000 [12:11:21<9:04:55,  1.67s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30421/50000 [12:11:23<8:29:06,  1.56s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30422/50000 [12:11:24<8:31:59,  1.57s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30423/50000 [12:11:25<7:48:47,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30424/50000 [12:11:27<7:22:32,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30425/50000 [12:11:28<7:12:52,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30426/50000 [12:11:29<7:18:34,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30427/50000 [12:11:30<7:00:32,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30428/50000 [12:11:32<7:42:35,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30429/50000 [12:11:33<7:30:22,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30430/50000 [12:11:34<6:59:09,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30431/50000 [12:11:36<6:59:17,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30432/50000 [12:11:39<9:42:19,  1.79s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30433/50000 [12:11:40<8:34:35,  1.58s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30434/50000 [12:11:41<8:04:28,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30435/50000 [12:11:43<8:08:22,  1.50s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30436/50000 [12:11:44<8:08:20,  1.50s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30437/50000 [12:11:46<8:42:52,  1.60s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30438/50000 [12:11:47<8:31:08,  1.57s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30439/50000 [12:11:49<8:10:39,  1.51s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30440/50000 [12:11:50<8:07:19,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30441/50000 [12:11:51<7:41:04,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30442/50000 [12:11:53<8:10:58,  1.51s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30443/50000 [12:11:54<7:31:48,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30444/50000 [12:11:56<7:23:54,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▊          | 30445/50000 [12:11:59<10:32:39,  1.94s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30446/50000 [12:12:00<9:41:33,  1.78s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30447/50000 [12:12:02<8:46:49,  1.62s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30448/50000 [12:12:03<8:02:04,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30449/50000 [12:12:04<7:45:56,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30450/50000 [12:12:05<7:27:20,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30451/50000 [12:12:06<7:15:15,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30452/50000 [12:12:08<7:01:49,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30453/50000 [12:12:09<7:04:26,  1.30s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30454/50000 [12:12:10<7:14:42,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30455/50000 [12:12:13<9:02:27,  1.67s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30456/50000 [12:12:14<8:21:25,  1.54s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30457/50000 [12:12:15<7:30:43,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30458/50000 [12:12:16<7:22:39,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30459/50000 [12:12:18<7:23:12,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▊          | 30460/50000 [12:12:21<10:12:41,  1.88s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30461/50000 [12:12:22<8:46:40,  1.62s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30462/50000 [12:12:23<8:19:40,  1.53s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30463/50000 [12:12:24<7:43:05,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30464/50000 [12:12:26<7:43:17,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30465/50000 [12:12:27<7:44:50,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30466/50000 [12:12:28<7:26:07,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30467/50000 [12:12:30<7:19:23,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30468/50000 [12:12:31<6:37:15,  1.22s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30469/50000 [12:12:32<6:41:45,  1.23s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30470/50000 [12:12:33<6:51:36,  1.26s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30471/50000 [12:12:35<7:04:46,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30472/50000 [12:12:36<7:00:31,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30473/50000 [12:12:37<7:07:08,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30474/50000 [12:12:39<7:14:17,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30475/50000 [12:12:42<9:58:02,  1.84s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30476/50000 [12:12:43<9:01:22,  1.66s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30477/50000 [12:12:44<8:19:47,  1.54s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30478/50000 [12:12:45<7:51:47,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30479/50000 [12:12:47<7:35:04,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30480/50000 [12:12:48<7:30:15,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30481/50000 [12:12:49<7:16:49,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30482/50000 [12:12:51<7:16:42,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30483/50000 [12:12:52<6:58:44,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30484/50000 [12:12:53<7:05:25,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30485/50000 [12:12:55<7:07:10,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30486/50000 [12:12:56<7:26:28,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30487/50000 [12:12:58<7:35:49,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30488/50000 [12:12:59<7:06:54,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30489/50000 [12:13:00<7:29:03,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30490/50000 [12:13:03<9:40:17,  1.78s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30491/50000 [12:13:04<9:02:12,  1.67s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30496/50000 [12:13:10<6:43:47,  1.24s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30500/50000 [12:13:16<7:07:12,  1.31s/it]
                                                                                                                                                      

Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30500/50000 [12:13:17<7:07:12,  1.31s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30502/50000 [12:13:19<8:28:27,  1.56s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30508/50000 [12:13:30<7:57:03,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30509/50000 [12:13:31<7:22:45,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30510/50000 [12:13:32<7:14:19,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30511/50000 [12:13:34<7:18:41,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30512/50000 [12:13:35<6:52:47,  1.27s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30513/50000 [12:13:36<6:54:26,  1.28s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30514/50000 [12:13:38<7:15:35,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30515/50000 [12:13:39<7:12:22,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30516/50000 [12:13:40<7:07:49,  1.32s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30517/50000 [12:13:41<6:59:54,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30518/50000 [12:13:43<6:59:02,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30519/50000 [12:13:45<8:48:17,  1.63s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30520/50000 [12:13:46<8:05:21,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30521/50000 [12:13:47<7:38:34,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30522/50000 [12:13:49<7:30:28,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▊          | 30523/50000 [12:13:52<10:26:10,  1.93s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▊          | 30524/50000 [12:13:54<10:05:35,  1.87s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30525/50000 [12:13:55<9:07:35,  1.69s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30526/50000 [12:13:56<8:31:56,  1.58s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30527/50000 [12:13:58<8:19:08,  1.54s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30528/50000 [12:13:59<7:56:35,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30529/50000 [12:14:00<7:36:13,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30530/50000 [12:14:02<7:34:35,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30531/50000 [12:14:03<7:27:04,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30532/50000 [12:14:04<7:21:18,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30533/50000 [12:14:06<7:29:04,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30534/50000 [12:14:07<7:15:09,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30535/50000 [12:14:08<6:54:55,  1.28s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30536/50000 [12:14:09<6:52:57,  1.27s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30537/50000 [12:14:11<6:55:40,  1.28s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▉          | 30538/50000 [12:14:14<10:46:08,  1.99s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30539/50000 [12:14:16<9:41:38,  1.79s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30540/50000 [12:14:17<8:42:17,  1.61s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30541/50000 [12:14:18<7:57:57,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30542/50000 [12:14:19<7:31:50,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30543/50000 [12:14:21<7:26:05,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30544/50000 [12:14:22<7:11:19,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30545/50000 [12:14:23<7:29:42,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30546/50000 [12:14:25<7:48:25,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30547/50000 [12:14:26<7:37:27,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30548/50000 [12:14:28<7:54:04,  1.46s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30549/50000 [12:14:29<7:28:13,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30550/50000 [12:14:30<7:32:05,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30551/50000 [12:14:32<7:25:41,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▉          | 30552/50000 [12:14:36<11:44:00,  2.17s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▉          | 30553/50000 [12:14:37<10:28:56,  1.94s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30554/50000 [12:14:38<9:14:54,  1.71s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▍          | 30555/50000 [12:14:40<8:28:53,  1.57s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30556/50000 [12:14:41<8:34:07,  1.59s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30557/50000 [12:14:42<8:01:24,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30558/50000 [12:14:44<7:45:57,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30559/50000 [12:14:45<7:57:23,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30560/50000 [12:14:47<7:40:49,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30561/50000 [12:14:48<7:13:45,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30562/50000 [12:14:49<7:03:20,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30563/50000 [12:14:50<7:15:39,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30564/50000 [12:14:52<7:39:43,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▉          | 30565/50000 [12:14:55<10:17:38,  1.91s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30566/50000 [12:14:56<8:57:38,  1.66s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30567/50000 [12:14:57<8:13:56,  1.53s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30568/50000 [12:14:59<8:06:08,  1.50s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30569/50000 [12:15:00<8:07:33,  1.51s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30570/50000 [12:15:02<7:37:56,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30571/50000 [12:15:03<7:45:09,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30572/50000 [12:15:04<7:31:38,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30573/50000 [12:15:06<7:49:25,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30574/50000 [12:15:07<7:30:19,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30575/50000 [12:15:09<7:34:18,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30576/50000 [12:15:10<7:03:35,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30577/50000 [12:15:11<7:38:16,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30578/50000 [12:15:12<7:09:06,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30579/50000 [12:15:14<7:34:19,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▉          | 30580/50000 [12:15:17<10:30:32,  1.95s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30581/50000 [12:15:19<9:28:37,  1.76s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30582/50000 [12:15:20<8:42:27,  1.61s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30583/50000 [12:15:21<7:48:52,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30584/50000 [12:15:22<7:34:55,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30585/50000 [12:15:23<7:07:53,  1.32s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30586/50000 [12:15:25<7:14:39,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30587/50000 [12:15:26<7:01:25,  1.30s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30588/50000 [12:15:27<7:08:26,  1.32s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30589/50000 [12:15:29<7:17:00,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30590/50000 [12:15:30<7:23:00,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30591/50000 [12:15:32<7:26:04,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30592/50000 [12:15:33<6:58:35,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30593/50000 [12:15:34<6:53:42,  1.28s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30594/50000 [12:15:37<9:20:37,  1.73s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30595/50000 [12:15:38<8:22:42,  1.55s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30596/50000 [12:15:39<7:55:53,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30597/50000 [12:15:40<7:29:08,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30598/50000 [12:15:42<7:13:40,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30599/50000 [12:15:43<7:07:19,  1.32s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30600/50000 [12:15:45<8:44:34,  1.62s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30601/50000 [12:15:46<8:10:15,  1.52s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30602/50000 [12:15:48<7:32:33,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30603/50000 [12:15:49<7:33:51,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30604/50000 [12:15:50<7:36:57,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30605/50000 [12:15:51<7:06:55,  1.32s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30606/50000 [12:15:53<7:33:09,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30607/50000 [12:15:54<7:30:08,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30608/50000 [12:15:56<7:39:53,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▉          | 30609/50000 [12:15:59<10:04:04,  1.87s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30610/50000 [12:16:00<9:28:32,  1.76s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30611/50000 [12:16:01<8:21:47,  1.55s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30612/50000 [12:16:03<8:15:17,  1.53s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30613/50000 [12:16:04<8:16:57,  1.54s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30614/50000 [12:16:06<8:18:21,  1.54s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30615/50000 [12:16:07<7:32:05,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30616/50000 [12:16:08<7:06:23,  1.32s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30617/50000 [12:16:09<6:57:35,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30618/50000 [12:16:11<7:28:50,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30619/50000 [12:16:12<7:23:34,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30620/50000 [12:16:14<7:10:38,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30621/50000 [12:16:15<7:26:59,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30622/50000 [12:16:17<7:24:33,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30623/50000 [12:16:19<9:53:56,  1.84s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30624/50000 [12:16:21<9:15:22,  1.72s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30625/50000 [12:16:22<8:27:46,  1.57s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30626/50000 [12:16:23<8:05:33,  1.50s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30627/50000 [12:16:25<7:28:05,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30628/50000 [12:16:26<7:08:26,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30629/50000 [12:16:27<7:00:17,  1.30s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30630/50000 [12:16:29<7:29:04,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30631/50000 [12:16:30<7:33:10,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30632/50000 [12:16:31<6:54:39,  1.28s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30633/50000 [12:16:32<6:35:12,  1.22s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30634/50000 [12:16:34<7:09:01,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30635/50000 [12:16:35<7:14:50,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30636/50000 [12:16:36<7:14:30,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30637/50000 [12:16:38<7:23:42,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30638/50000 [12:16:41<9:56:42,  1.85s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30639/50000 [12:16:42<9:12:36,  1.71s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30640/50000 [12:16:43<8:32:03,  1.59s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30641/50000 [12:16:45<7:44:27,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30642/50000 [12:16:46<7:17:29,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30643/50000 [12:16:47<7:37:42,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30644/50000 [12:16:49<7:29:40,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30645/50000 [12:16:50<7:24:01,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30646/50000 [12:16:51<7:36:48,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30647/50000 [12:16:53<7:23:58,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30648/50000 [12:16:55<9:23:35,  1.75s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30649/50000 [12:16:57<8:59:23,  1.67s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30650/50000 [12:16:58<8:05:07,  1.50s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30651/50000 [12:16:59<7:52:30,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30652/50000 [12:17:01<8:20:29,  1.55s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30653/50000 [12:17:02<7:57:28,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30654/50000 [12:17:04<8:07:38,  1.51s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30655/50000 [12:17:05<7:32:12,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30656/50000 [12:17:06<7:17:00,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30657/50000 [12:17:08<7:17:27,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30658/50000 [12:17:09<7:08:14,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30659/50000 [12:17:11<7:21:23,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30660/50000 [12:17:12<7:34:35,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30661/50000 [12:17:13<7:24:33,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30662/50000 [12:17:15<7:23:48,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30663/50000 [12:17:16<7:12:25,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30664/50000 [12:17:18<7:42:33,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30665/50000 [12:17:19<7:36:12,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30666/50000 [12:17:20<7:21:13,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30667/50000 [12:17:22<7:56:59,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30668/50000 [12:17:23<7:41:36,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30669/50000 [12:17:25<7:28:49,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30670/50000 [12:17:26<7:25:40,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30671/50000 [12:17:27<7:28:06,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30672/50000 [12:17:29<7:19:19,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30673/50000 [12:17:30<6:54:05,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30674/50000 [12:17:31<7:02:43,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30675/50000 [12:17:32<7:02:56,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30676/50000 [12:17:34<6:43:16,  1.25s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30677/50000 [12:17:35<6:42:38,  1.25s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30678/50000 [12:17:36<6:56:39,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30679/50000 [12:17:38<6:56:59,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30680/50000 [12:17:39<6:56:48,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30681/50000 [12:17:40<7:23:23,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▉          | 30682/50000 [12:17:44<10:12:17,  1.90s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30683/50000 [12:17:45<9:15:52,  1.73s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30684/50000 [12:17:46<8:15:10,  1.54s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30685/50000 [12:17:47<8:15:55,  1.54s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30686/50000 [12:17:49<7:53:54,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30687/50000 [12:17:50<7:41:43,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30688/50000 [12:17:52<7:40:31,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30689/50000 [12:17:53<7:32:33,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30690/50000 [12:17:54<7:30:15,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30691/50000 [12:17:55<7:02:42,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30692/50000 [12:17:57<6:52:56,  1.28s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30693/50000 [12:17:58<6:58:46,  1.30s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30694/50000 [12:17:59<6:51:28,  1.28s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30695/50000 [12:18:00<6:44:58,  1.26s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30696/50000 [12:18:02<6:54:43,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30697/50000 [12:18:05<9:42:21,  1.81s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▉          | 30698/50000 [12:18:07<10:31:51,  1.96s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30699/50000 [12:18:08<8:59:52,  1.68s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30700/50000 [12:18:09<8:12:30,  1.53s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30701/50000 [12:18:11<7:50:34,  1.46s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30702/50000 [12:18:12<7:40:33,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30703/50000 [12:18:13<7:40:51,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30704/50000 [12:18:15<7:21:17,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30705/50000 [12:18:16<6:49:03,  1.27s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30706/50000 [12:18:17<6:45:28,  1.26s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30707/50000 [12:18:18<6:43:08,  1.25s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30716/50000 [12:18:32<7:43:57,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30717/50000 [12:18:33<7:38:52,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30718/50000 [12:18:35<7:31:32,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30719/50000 [12:18:36<7:42:12,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30720/50000 [12:18:38<7:25:28,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30721/50000 [12:18:39<7:28:48,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30722/50000 [12:18:40<7:30:22,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30723/50000 [12:18:42<7:43:45,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30724/50000 [12:18:43<7:37:09,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30725/50000 [12:18:45<8:13:50,  1.54s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|███████████████▉          | 30726/50000 [12:18:48<10:55:46,  2.04s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30727/50000 [12:18:50<9:40:18,  1.81s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30728/50000 [12:18:51<8:59:10,  1.68s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30729/50000 [12:18:52<8:28:39,  1.58s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30730/50000 [12:18:54<8:07:18,  1.52s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30731/50000 [12:18:55<7:54:20,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30732/50000 [12:18:57<8:21:51,  1.56s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30733/50000 [12:18:58<7:54:31,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30734/50000 [12:19:00<7:44:53,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30735/50000 [12:19:01<8:03:30,  1.51s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30736/50000 [12:19:03<7:45:41,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30737/50000 [12:19:04<7:54:29,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|█████████████���██▌          | 30738/50000 [12:19:05<7:25:16,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30739/50000 [12:19:06<6:49:58,  1.28s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30740/50000 [12:19:09<9:48:54,  1.83s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30741/50000 [12:19:11<9:13:33,  1.72s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30742/50000 [12:19:12<8:20:31,  1.56s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30743/50000 [12:19:13<7:58:40,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30744/50000 [12:19:15<7:28:54,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30745/50000 [12:19:16<7:12:36,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30746/50000 [12:19:18<9:02:53,  1.69s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30747/50000 [12:19:19<8:07:13,  1.52s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30748/50000 [12:19:21<7:36:41,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  61%|████████████████▌          | 30749/50000 [12:19:22<7:25:42,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30750/50000 [12:19:23<7:21:45,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30751/50000 [12:19:25<7:17:44,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30752/50000 [12:19:26<6:59:12,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30753/50000 [12:19:27<6:43:01,  1.26s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30754/50000 [12:19:28<6:33:37,  1.23s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|███████████████▉          | 30755/50000 [12:19:32<10:25:57,  1.95s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30756/50000 [12:19:33<9:30:20,  1.78s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30757/50000 [12:19:34<8:43:57,  1.63s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30758/50000 [12:19:36<8:22:51,  1.57s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30759/50000 [12:19:37<7:50:25,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30760/50000 [12:19:38<7:52:31,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30761/50000 [12:19:40<7:32:32,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30762/50000 [12:19:41<7:00:13,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30763/50000 [12:19:42<7:28:33,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30764/50000 [12:19:44<7:22:38,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30765/50000 [12:19:45<6:56:50,  1.30s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30766/50000 [12:19:46<7:00:38,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30767/50000 [12:19:48<7:15:14,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30768/50000 [12:19:49<7:09:46,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30769/50000 [12:19:52<9:46:01,  1.83s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30770/50000 [12:19:53<8:55:21,  1.67s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30771/50000 [12:19:55<8:29:59,  1.59s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30772/50000 [12:19:56<8:11:03,  1.53s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30773/50000 [12:19:57<7:53:43,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30774/50000 [12:19:59<7:45:38,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30775/50000 [12:20:00<7:54:09,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30776/50000 [12:20:02<8:01:19,  1.50s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30777/50000 [12:20:03<7:46:32,  1.46s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30778/50000 [12:20:04<7:22:43,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30779/50000 [12:20:06<7:20:38,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30780/50000 [12:20:07<7:26:47,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30781/50000 [12:20:09<7:16:21,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30782/50000 [12:20:10<7:14:42,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30783/50000 [12:20:13<9:39:49,  1.81s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30784/50000 [12:20:14<8:36:50,  1.61s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30785/50000 [12:20:15<8:00:13,  1.50s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30786/50000 [12:20:17<7:47:05,  1.46s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▌          | 30787/50000 [12:20:18<7:25:57,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30788/50000 [12:20:19<7:10:06,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30789/50000 [12:20:20<7:10:03,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30790/50000 [12:20:22<6:59:12,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30791/50000 [12:20:23<6:28:39,  1.21s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30792/50000 [12:20:24<6:23:18,  1.20s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30793/50000 [12:20:25<6:56:25,  1.30s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30794/50000 [12:20:27<7:25:40,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30795/50000 [12:20:28<7:15:46,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30796/50000 [12:20:31<9:05:33,  1.70s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30797/50000 [12:20:32<8:35:16,  1.61s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████          | 30798/50000 [12:20:35<11:01:13,  2.07s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30799/50000 [12:20:36<9:47:47,  1.84s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30800/50000 [12:20:38<8:48:30,  1.65s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30801/50000 [12:20:39<7:56:33,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30802/50000 [12:20:40<7:47:07,  1.46s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30803/50000 [12:20:42<7:43:34,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30804/50000 [12:20:43<8:06:12,  1.52s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30805/50000 [12:20:44<7:19:36,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30806/50000 [12:20:46<7:11:53,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30807/50000 [12:20:47<7:07:16,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30808/50000 [12:20:48<6:54:17,  1.30s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30809/50000 [12:20:50<7:05:37,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30810/50000 [12:20:51<7:02:09,  1.32s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30811/50000 [12:20:52<7:11:25,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30812/50000 [12:20:54<7:18:12,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████          | 30813/50000 [12:21:01<16:23:25,  3.08s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████          | 30814/50000 [12:21:02<13:48:42,  2.59s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████          | 30815/50000 [12:21:04<11:52:47,  2.23s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████          | 30816/50000 [12:21:05<10:21:15,  1.94s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30817/50000 [12:21:06<9:15:56,  1.74s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30818/50000 [12:21:08<8:44:41,  1.64s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30819/50000 [12:21:09<8:14:54,  1.55s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30820/50000 [12:21:10<7:56:58,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30821/50000 [12:21:12<7:38:59,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30822/50000 [12:21:13<7:46:09,  1.46s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30823/50000 [12:21:14<7:36:34,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30824/50000 [12:21:16<7:36:08,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30825/50000 [12:21:17<7:41:57,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30826/50000 [12:21:19<7:54:23,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████          | 30827/50000 [12:21:22<10:56:06,  2.05s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30828/50000 [12:21:23<9:23:58,  1.76s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30829/50000 [12:21:25<8:48:33,  1.65s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30830/50000 [12:21:26<8:42:57,  1.64s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30831/50000 [12:21:28<8:33:14,  1.61s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30832/50000 [12:21:29<8:01:06,  1.51s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30833/50000 [12:21:31<8:08:58,  1.53s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30834/50000 [12:21:32<7:28:33,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30835/50000 [12:21:33<7:09:55,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30836/50000 [12:21:34<6:58:51,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30837/50000 [12:21:36<6:51:03,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30838/50000 [12:21:37<7:03:07,  1.32s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30839/50000 [12:21:38<6:45:14,  1.27s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30840/50000 [12:21:39<6:40:29,  1.25s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30841/50000 [12:21:40<6:04:46,  1.14s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30842/50000 [12:21:44<9:44:27,  1.83s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30843/50000 [12:21:45<8:34:53,  1.61s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30844/50000 [12:21:47<9:50:11,  1.85s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30845/50000 [12:21:48<8:57:21,  1.68s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30846/50000 [12:21:50<8:09:16,  1.53s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30847/50000 [12:21:51<7:45:30,  1.46s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30848/50000 [12:21:52<7:36:37,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30849/50000 [12:21:54<7:27:15,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30850/50000 [12:21:55<7:21:38,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30851/50000 [12:21:56<7:24:26,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30852/50000 [12:21:58<7:44:43,  1.46s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30853/50000 [12:21:59<7:32:59,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30854/50000 [12:22:01<7:23:31,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30855/50000 [12:22:02<7:14:06,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████          | 30856/50000 [12:22:05<10:13:32,  1.92s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30857/50000 [12:22:06<9:19:15,  1.75s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30858/50000 [12:22:08<8:36:50,  1.62s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30859/50000 [12:22:09<8:15:40,  1.55s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30860/50000 [12:22:10<7:49:12,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30861/50000 [12:22:12<7:41:07,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30862/50000 [12:22:13<7:25:06,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30863/50000 [12:22:15<7:32:09,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30864/50000 [12:22:16<7:08:36,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30865/50000 [12:22:17<7:11:42,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30866/50000 [12:22:19<7:26:09,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30867/50000 [12:22:20<7:05:27,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30868/50000 [12:22:21<7:13:51,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30869/50000 [12:22:23<7:17:45,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████          | 30870/50000 [12:22:26<10:53:43,  2.05s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30871/50000 [12:22:28<9:40:22,  1.82s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30872/50000 [12:22:29<9:10:56,  1.73s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30873/50000 [12:22:30<8:25:05,  1.58s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30874/50000 [12:22:32<8:08:02,  1.53s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30875/50000 [12:22:33<7:48:40,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30876/50000 [12:22:35<7:48:22,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30877/50000 [12:22:36<7:54:24,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30878/50000 [12:22:38<8:06:05,  1.53s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30879/50000 [12:22:39<7:46:07,  1.46s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30880/50000 [12:22:40<7:35:51,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30881/50000 [12:22:42<7:45:55,  1.46s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30882/50000 [12:22:43<7:28:39,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30883/50000 [12:22:44<7:02:50,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30884/50000 [12:22:47<9:47:55,  1.85s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30885/50000 [12:22:49<9:10:06,  1.73s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30886/50000 [12:22:50<8:57:36,  1.69s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30887/50000 [12:22:52<8:38:23,  1.63s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30888/50000 [12:22:53<8:32:31,  1.61s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30889/50000 [12:22:55<8:05:33,  1.52s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30890/50000 [12:22:56<7:42:49,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30891/50000 [12:22:57<7:15:45,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30892/50000 [12:23:00<9:30:41,  1.79s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30893/50000 [12:23:01<8:42:18,  1.64s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30894/50000 [12:23:03<8:09:03,  1.54s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30895/50000 [12:23:04<7:53:48,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30896/50000 [12:23:05<7:08:19,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30897/50000 [12:23:06<6:51:16,  1.29s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30898/50000 [12:23:09<9:28:41,  1.79s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30899/50000 [12:23:10<8:47:36,  1.66s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30900/50000 [12:23:12<8:22:52,  1.58s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30901/50000 [12:23:13<7:40:11,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30902/50000 [12:23:14<7:05:16,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30903/50000 [12:23:15<6:40:59,  1.26s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30904/50000 [12:23:17<7:05:47,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30905/50000 [12:23:18<6:35:26,  1.24s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30906/50000 [12:23:19<6:36:42,  1.25s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30907/50000 [12:23:20<6:24:21,  1.21s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30908/50000 [12:23:21<6:36:51,  1.25s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30909/50000 [12:23:23<7:05:09,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30910/50000 [12:23:24<7:17:37,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30911/50000 [12:23:26<7:15:37,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30912/50000 [12:23:27<6:47:39,  1.28s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████          | 30913/50000 [12:23:30<10:19:28,  1.95s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30914/50000 [12:23:32<9:29:39,  1.79s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30915/50000 [12:23:33<8:30:24,  1.60s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30916/50000 [12:23:34<7:56:27,  1.50s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30917/50000 [12:23:36<7:49:33,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30918/50000 [12:23:37<7:40:43,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30919/50000 [12:23:38<7:36:04,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30920/50000 [12:23:40<7:48:23,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30921/50000 [12:23:41<7:14:49,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30922/50000 [12:23:42<7:04:08,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30923/50000 [12:23:44<7:33:29,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30924/50000 [12:23:45<7:29:17,  1.41s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30928/50000 [12:23:52<8:59:03,  1.70s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30929/50000 [12:23:54<8:20:01,  1.57s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████          | 30930/50000 [12:23:57<11:05:26,  2.09s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████��███████████▋          | 30932/50000 [12:24:00<9:20:03,  1.76s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30933/50000 [12:24:01<7:38:17,  1.44s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30934/50000 [12:24:02<7:08:24,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30935/50000 [12:24:03<7:05:51,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30936/50000 [12:24:04<7:20:06,  1.39s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30937/50000 [12:24:06<7:34:41,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30938/50000 [12:24:07<7:19:11,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30939/50000 [12:24:09<7:07:51,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30940/50000 [12:24:10<7:19:29,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30941/50000 [12:24:11<6:52:54,  1.30s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30942/50000 [12:24:13<8:23:38,  1.59s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30943/50000 [12:24:15<7:56:00,  1.50s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30944/50000 [12:24:16<7:15:38,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████          | 30945/50000 [12:24:20<11:42:40,  2.21s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████          | 30946/50000 [12:24:21<10:01:51,  1.90s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30947/50000 [12:24:22<8:40:04,  1.64s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30948/50000 [12:24:23<8:13:25,  1.55s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30949/50000 [12:24:25<7:54:22,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30950/50000 [12:24:26<7:53:54,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30951/50000 [12:24:28<8:02:21,  1.52s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30952/50000 [12:24:29<7:40:45,  1.45s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30953/50000 [12:24:30<6:59:44,  1.32s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30954/50000 [12:24:32<7:27:39,  1.41s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30955/50000 [12:24:33<7:06:25,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30956/50000 [12:24:34<6:54:49,  1.31s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30958/50000 [12:24:37<7:01:12,  1.33s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30959/50000 [12:24:40<9:30:50,  1.80s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30960/50000 [12:24:41<8:21:20,  1.58s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30961/50000 [12:24:42<7:50:26,  1.48s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30962/50000 [12:24:44<7:46:55,  1.47s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30963/50000 [12:24:45<7:23:00,  1.40s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30964/50000 [12:24:46<7:29:41,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30965/50000 [12:24:48<7:42:02,  1.46s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30966/50000 [12:24:49<7:31:23,  1.42s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30967/50000 [12:24:50<7:16:15,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30968/50000 [12:24:52<7:08:35,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30969/50000 [12:24:53<7:09:45,  1.35s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30970/50000 [12:24:54<7:06:27,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30971/50000 [12:24:56<7:05:52,  1.34s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30972/50000 [12:24:57<7:11:21,  1.36s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30973/50000 [12:24:58<6:58:10,  1.32s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30974/50000 [12:25:02<9:54:07,  1.87s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30975/50000 [12:25:03<9:00:52,  1.71s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30976/50000 [12:25:04<8:37:06,  1.63s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30977/50000 [12:25:05<7:52:59,  1.49s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30978/50000 [12:25:07<7:33:50,  1.43s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30979/50000 [12:25:08<7:13:45,  1.37s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30980/50000 [12:25:09<7:17:33,  1.38s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30981/50000 [12:25:10<6:45:00,  1.28s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30982/50000 [12:25:12<6:46:16,  1.28s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30983/50000 [12:25:13<6:51:10,  1.30s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30984/50000 [12:25:14<6:55:22,  1.31s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30985/50000 [12:25:16<6:45:27,  1.28s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30986/50000 [12:25:17<6:58:57,  1.32s/it]
Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30987/50000 [12:25:18<6:51:44,  1.30s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 30993/50000 [12:25:29<8:49:09,  1.67s/it]
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Step... (30000/50000 | Loss: 1.6142958402633667, Acc: 0.6730945110321045):  62%|████████████████▋          | 31000/50000 [12:25:40<6:58:17,  1.32s/it]Step... (30500 | Loss: 1.712971806526184, Learning Rate: 0.00023636363039258868)
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+[14:34:03] - INFO - __main__ - Saving checkpoint at 31000 steps
+All Flax model weights were used when initializing RobertaForMaskedLM.
+
+Some weights of RobertaForMaskedLM were not initialized from the Flax model and are newly initialized: ['lm_head.decoder.weight', 'roberta.embeddings.position_ids', 'lm_head.decoder.bias']
+You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
+
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|████████████████▋          | 31001/50000 [12:26:34<93:34:53, 17.73s/it]
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Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|████████████████▋          | 31009/50000 [12:26:46<11:56:22,  2.26s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|████████████████▋          | 31010/50000 [12:26:47<10:37:09,  2.01s/it]
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Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▎          | 31013/50000 [12:26:51<8:22:48,  1.59s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▎          | 31014/50000 [12:26:52<7:34:37,  1.44s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▎          | 31015/50000 [12:26:54<7:26:08,  1.41s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▎          | 31016/50000 [12:26:55<6:59:29,  1.33s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▎          | 31017/50000 [12:26:56<7:07:57,  1.35s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▎          | 31018/50000 [12:26:57<6:48:32,  1.29s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▎          | 31019/50000 [12:27:00<9:21:27,  1.77s/it]
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Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█���███████████████▎          | 31021/50000 [12:27:03<8:09:40,  1.55s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▎          | 31022/50000 [12:27:04<7:54:43,  1.50s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▎          | 31023/50000 [12:27:06<8:04:58,  1.53s/it]
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Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31027/50000 [12:27:11<7:18:50,  1.39s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31028/50000 [12:27:12<7:03:40,  1.34s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31029/50000 [12:27:14<7:32:38,  1.43s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31030/50000 [12:27:15<7:10:57,  1.36s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31031/50000 [12:27:17<7:12:47,  1.37s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31032/50000 [12:27:18<7:43:11,  1.47s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|████████████████▊          | 31033/50000 [12:27:21<10:24:02,  1.97s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31034/50000 [12:27:23<9:35:25,  1.82s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31035/50000 [12:27:24<8:55:15,  1.69s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31036/50000 [12:27:25<8:00:26,  1.52s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31037/50000 [12:27:28<9:36:20,  1.82s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31038/50000 [12:27:29<8:59:07,  1.71s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31039/50000 [12:27:31<8:28:16,  1.61s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31040/50000 [12:27:32<7:58:05,  1.51s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31041/50000 [12:27:33<7:42:54,  1.46s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31042/50000 [12:27:35<7:54:27,  1.50s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31043/50000 [12:27:36<7:19:09,  1.39s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31044/50000 [12:27:37<6:54:00,  1.31s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31045/50000 [12:27:39<7:02:49,  1.34s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31046/50000 [12:27:40<6:49:03,  1.29s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31047/50000 [12:27:43<9:42:35,  1.84s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31048/50000 [12:27:44<8:41:16,  1.65s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31049/50000 [12:27:46<8:21:02,  1.59s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31050/50000 [12:27:47<7:58:33,  1.52s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31051/50000 [12:27:48<7:25:39,  1.41s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31052/50000 [12:27:49<7:08:21,  1.36s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31053/50000 [12:27:51<6:53:00,  1.31s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31054/50000 [12:27:52<6:20:57,  1.21s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31055/50000 [12:27:53<6:48:00,  1.29s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31056/50000 [12:27:54<6:59:10,  1.33s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31057/50000 [12:27:56<6:37:13,  1.26s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31058/50000 [12:27:57<6:36:09,  1.25s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31059/50000 [12:27:58<6:39:54,  1.27s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31060/50000 [12:27:59<6:41:15,  1.27s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31061/50000 [12:28:01<6:34:21,  1.25s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31062/50000 [12:28:02<6:39:05,  1.26s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31063/50000 [12:28:05<9:15:30,  1.76s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31064/50000 [12:28:06<8:21:36,  1.59s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31065/50000 [12:28:07<7:38:39,  1.45s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31066/50000 [12:28:08<7:09:12,  1.36s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31067/50000 [12:28:09<6:51:24,  1.30s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31068/50000 [12:28:11<6:59:29,  1.33s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31069/50000 [12:28:12<6:59:09,  1.33s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31070/50000 [12:28:13<6:58:14,  1.33s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31071/50000 [12:28:15<7:23:59,  1.41s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31072/50000 [12:28:16<7:17:23,  1.39s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31073/50000 [12:28:18<6:55:51,  1.32s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31074/50000 [12:28:19<7:12:57,  1.37s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31075/50000 [12:28:20<6:55:44,  1.32s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31076/50000 [12:28:22<6:53:18,  1.31s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31077/50000 [12:28:23<7:20:19,  1.40s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31078/50000 [12:28:26<9:27:36,  1.80s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31079/50000 [12:28:27<8:52:29,  1.69s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31080/50000 [12:28:29<8:17:23,  1.58s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31081/50000 [12:28:30<7:50:53,  1.49s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31082/50000 [12:28:31<7:57:13,  1.51s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31083/50000 [12:28:34<9:38:55,  1.84s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31084/50000 [12:28:35<8:59:40,  1.71s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31085/50000 [12:28:37<8:03:14,  1.53s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31086/50000 [12:28:38<7:28:34,  1.42s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31087/50000 [12:28:39<7:55:00,  1.51s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31088/50000 [12:28:41<7:46:05,  1.48s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31089/50000 [12:28:42<7:33:53,  1.44s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31090/50000 [12:28:43<7:15:14,  1.38s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31091/50000 [12:28:45<7:40:21,  1.46s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|████████████████▊          | 31092/50000 [12:28:48<10:09:20,  1.93s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31093/50000 [12:28:49<9:03:51,  1.73s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31094/50000 [12:28:51<8:28:49,  1.61s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31095/50000 [12:28:52<8:02:30,  1.53s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31096/50000 [12:28:53<7:28:49,  1.42s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31097/50000 [12:28:55<7:22:52,  1.41s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31098/50000 [12:28:56<7:35:12,  1.44s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31099/50000 [12:28:57<7:05:42,  1.35s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31100/50000 [12:28:59<6:54:37,  1.32s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31101/50000 [12:29:00<6:48:35,  1.30s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31102/50000 [12:29:01<6:48:56,  1.30s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|███████████���█████▍          | 31103/50000 [12:29:03<7:23:28,  1.41s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31104/50000 [12:29:04<6:50:04,  1.30s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31105/50000 [12:29:05<6:50:37,  1.30s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31106/50000 [12:29:08<9:31:26,  1.81s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31107/50000 [12:29:09<8:31:42,  1.63s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31108/50000 [12:29:11<8:07:29,  1.55s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31109/50000 [12:29:12<7:29:34,  1.43s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31110/50000 [12:29:13<7:12:32,  1.37s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31111/50000 [12:29:15<7:24:32,  1.41s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31112/50000 [12:29:16<7:16:12,  1.39s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31113/50000 [12:29:17<7:11:06,  1.37s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31114/50000 [12:29:19<7:09:36,  1.36s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31115/50000 [12:29:20<6:53:14,  1.31s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31116/50000 [12:29:21<6:56:24,  1.32s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31117/50000 [12:29:22<6:21:37,  1.21s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31118/50000 [12:29:23<6:31:12,  1.24s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31119/50000 [12:29:25<6:36:35,  1.26s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31120/50000 [12:29:26<6:52:32,  1.31s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31121/50000 [12:29:29<8:49:10,  1.68s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31122/50000 [12:29:30<7:58:12,  1.52s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31123/50000 [12:29:31<7:54:51,  1.51s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31124/50000 [12:29:33<8:07:56,  1.55s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31125/50000 [12:29:34<8:08:15,  1.55s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31126/50000 [12:29:36<7:28:47,  1.43s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31127/50000 [12:29:37<7:24:53,  1.41s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31128/50000 [12:29:38<7:03:33,  1.35s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31129/50000 [12:29:41<9:14:24,  1.76s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31130/50000 [12:29:42<8:44:03,  1.67s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31131/50000 [12:29:44<8:15:51,  1.58s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31132/50000 [12:29:45<7:35:58,  1.45s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31133/50000 [12:29:46<7:40:30,  1.46s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31134/50000 [12:29:48<7:54:34,  1.51s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|████████████████▊          | 31135/50000 [12:29:51<10:27:57,  2.00s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31136/50000 [12:29:52<9:20:32,  1.78s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31137/50000 [12:29:54<9:05:31,  1.74s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31138/50000 [12:29:56<8:51:59,  1.69s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31139/50000 [12:29:57<8:41:03,  1.66s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31140/50000 [12:29:59<8:37:42,  1.65s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31141/50000 [12:30:00<8:15:57,  1.58s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31142/50000 [12:30:02<8:14:03,  1.57s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31143/50000 [12:30:03<7:34:48,  1.45s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31144/50000 [12:30:04<6:58:34,  1.33s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31145/50000 [12:30:05<6:45:18,  1.29s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31146/50000 [12:30:07<6:51:13,  1.31s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31147/50000 [12:30:08<6:43:45,  1.28s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31148/50000 [12:30:09<6:57:36,  1.33s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|████████████████▊          | 31149/50000 [12:30:13<11:06:28,  2.12s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31150/50000 [12:30:14<9:37:23,  1.84s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31151/50000 [12:30:16<8:52:31,  1.70s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31152/50000 [12:30:17<7:35:45,  1.45s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31153/50000 [12:30:18<7:06:04,  1.36s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31154/50000 [12:30:19<7:00:55,  1.34s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31155/50000 [12:30:20<6:51:32,  1.31s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31156/50000 [12:30:22<6:50:51,  1.31s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31157/50000 [12:30:23<7:05:12,  1.35s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31158/50000 [12:30:24<7:05:45,  1.36s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31159/50000 [12:30:25<6:38:35,  1.27s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31160/50000 [12:30:27<6:58:34,  1.33s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31161/50000 [12:30:28<6:33:32,  1.25s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31162/50000 [12:30:29<6:39:54,  1.27s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31163/50000 [12:30:31<6:48:37,  1.30s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31164/50000 [12:30:34<9:29:58,  1.82s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31165/50000 [12:30:35<8:54:35,  1.70s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31166/50000 [12:30:37<8:30:46,  1.63s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31167/50000 [12:30:38<8:13:37,  1.57s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31168/50000 [12:30:40<8:13:40,  1.57s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31169/50000 [12:30:41<8:01:49,  1.54s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31170/50000 [12:30:43<7:54:02,  1.51s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31171/50000 [12:30:44<7:44:20,  1.48s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31172/50000 [12:30:45<7:44:27,  1.48s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31173/50000 [12:30:47<7:22:02,  1.41s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31174/50000 [12:30:48<7:32:32,  1.44s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31175/50000 [12:30:51<8:59:31,  1.72s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31176/50000 [12:30:52<8:04:50,  1.55s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|████████████████▊          | 31177/50000 [12:30:55<10:11:35,  1.95s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31178/50000 [12:30:55<8:31:23,  1.63s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31179/50000 [12:30:57<8:27:58,  1.62s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31180/50000 [12:30:58<7:40:33,  1.47s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31181/50000 [12:31:00<8:00:41,  1.53s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31182/50000 [12:31:01<7:25:59,  1.42s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31183/50000 [12:31:02<7:09:52,  1.37s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31184/50000 [12:31:04<6:55:59,  1.33s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31185/50000 [12:31:05<7:08:20,  1.37s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31186/50000 [12:31:06<7:21:46,  1.41s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31187/50000 [12:31:08<7:21:15,  1.41s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31188/50000 [12:31:09<7:35:20,  1.45s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31189/50000 [12:31:11<7:39:47,  1.47s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31190/50000 [12:31:12<7:25:22,  1.42s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|████████████████▊          | 31191/50000 [12:31:15<10:04:36,  1.93s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31192/50000 [12:31:17<8:59:29,  1.72s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31193/50000 [12:31:18<8:19:04,  1.59s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31194/50000 [12:31:19<7:45:22,  1.48s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31195/50000 [12:31:20<7:23:11,  1.41s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31196/50000 [12:31:22<7:26:50,  1.43s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31197/50000 [12:31:23<7:13:45,  1.38s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31198/50000 [12:31:24<6:59:15,  1.34s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31199/50000 [12:31:26<6:47:05,  1.30s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31200/50000 [12:31:26<5:57:26,  1.14s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31201/50000 [12:31:28<6:08:20,  1.18s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31202/50000 [12:31:29<6:17:32,  1.21s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31203/50000 [12:31:30<6:31:39,  1.25s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31204/50000 [12:31:32<6:46:39,  1.30s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31205/50000 [12:31:33<6:54:23,  1.32s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31206/50000 [12:31:36<9:21:26,  1.79s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31207/50000 [12:31:37<8:54:54,  1.71s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31208/50000 [12:31:39<8:28:36,  1.62s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31209/50000 [12:31:41<8:49:14,  1.69s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31210/50000 [12:31:42<8:15:21,  1.58s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31211/50000 [12:31:44<8:08:17,  1.56s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31212/50000 [12:31:45<7:45:05,  1.49s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31213/50000 [12:31:46<7:35:30,  1.45s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31214/50000 [12:31:48<7:25:24,  1.42s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31215/50000 [12:31:49<7:12:49,  1.38s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31216/50000 [12:31:50<6:52:59,  1.32s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31217/50000 [12:31:51<7:01:16,  1.35s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31218/50000 [12:31:53<6:35:18,  1.26s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31219/50000 [12:31:54<6:29:02,  1.24s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31220/50000 [12:31:57<9:06:04,  1.74s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31221/50000 [12:31:58<8:25:36,  1.62s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31222/50000 [12:31:59<7:50:48,  1.50s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31223/50000 [12:32:02<9:08:59,  1.75s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31224/50000 [12:32:03<8:38:27,  1.66s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31225/50000 [12:32:04<7:46:47,  1.49s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31226/50000 [12:32:06<7:51:22,  1.51s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31227/50000 [12:32:07<7:45:28,  1.49s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31228/50000 [12:32:08<7:34:50,  1.45s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31229/50000 [12:32:10<7:40:30,  1.47s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31230/50000 [12:32:11<7:18:09,  1.40s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31231/50000 [12:32:13<7:20:15,  1.41s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31232/50000 [12:32:14<7:01:49,  1.35s/it]
Step... (31000/50000 | Loss: 1.604581594467163, Acc: 0.6744211912155151):  62%|█████████████████▍          | 31233/50000 [12:32:15<7:17:13,  1.40s/it]
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