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Training in progress, epoch 10

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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7850/11074 [1:06:57<26:33, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7851/11074 [1:06:58<26:34, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7852/11074 [1:06:58<26:34, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7853/11074 [1:06:59<26:32, 2.02it/s]
541
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7854/11074 [1:06:59<26:32, 2.02it/s]
542
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7855/11074 [1:07:00<26:30, 2.02it/s]
543
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7856/11074 [1:07:00<26:30, 2.02it/s]
544
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7857/11074 [1:07:01<26:28, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7858/11074 [1:07:01<26:29, 2.02it/s]
546
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7859/11074 [1:07:02<26:27, 2.02it/s]
547
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7860/11074 [1:07:02<26:27, 2.02it/s]
548
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7861/11074 [1:07:03<26:27, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7862/11074 [1:07:03<26:26, 2.02it/s]
550
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7863/11074 [1:07:04<26:26, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7864/11074 [1:07:04<26:24, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7865/11074 [1:07:05<26:23, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7866/11074 [1:07:05<26:23, 2.03it/s]
554
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7867/11074 [1:07:06<26:23, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7868/11074 [1:07:06<26:22, 2.03it/s]
556
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7869/11074 [1:07:07<26:21, 2.03it/s]
557
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7870/11074 [1:07:07<26:21, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7871/11074 [1:07:07<26:20, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7872/11074 [1:07:08<26:20, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7873/11074 [1:07:08<26:20, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7874/11074 [1:07:09<26:19, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7875/11074 [1:07:09<26:19, 2.03it/s]
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  {'loss': 3.3077, 'grad_norm': 0.23198536038398743, 'learning_rate': 0.0002334027221578824, 'epoch': 9.95}
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7875/11074 [1:07:09<26:19, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7876/11074 [1:07:10<26:22, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7877/11074 [1:07:10<26:21, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7878/11074 [1:07:11<26:21, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7879/11074 [1:07:11<26:20, 2.02it/s]
570
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7880/11074 [1:07:12<26:18, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7881/11074 [1:07:12<26:18, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7883/11074 [1:07:13<26:15, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7884/11074 [1:07:14<26:15, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7885/11074 [1:07:14<26:13, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7886/11074 [1:07:15<26:13, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7887/11074 [1:07:15<26:13, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7888/11074 [1:07:16<26:11, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7889/11074 [1:07:16<26:12, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7890/11074 [1:07:17<26:10, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7891/11074 [1:07:17<26:11, 2.02it/s]
582
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7892/11074 [1:07:18<26:08, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7893/11074 [1:07:18<26:10, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7894/11074 [1:07:19<26:10, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7895/11074 [1:07:19<26:09, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7896/11074 [1:07:20<26:09, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7897/11074 [1:07:20<26:09, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7898/11074 [1:07:21<26:08, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7899/11074 [1:07:21<26:06, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7900/11074 [1:07:22<26:06, 2.03it/s]{'loss': 3.3093, 'grad_norm': 0.23056922852993011, 'learning_rate': 0.00023007749594435663, 'epoch': 9.98}
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7900/11074 [1:07:22<26:06, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7901/11074 [1:07:22<26:09, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7902/11074 [1:07:23<26:09, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7903/11074 [1:07:23<26:07, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7904/11074 [1:07:24<26:06, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7905/11074 [1:07:24<26:05, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7906/11074 [1:07:25<26:03, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7907/11074 [1:07:25<26:03, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7908/11074 [1:07:26<26:01, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7909/11074 [1:07:26<26:01, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7910/11074 [1:07:27<26:01, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7911/11074 [1:07:27<25:59, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7912/11074 [1:07:28<25:59, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7913/11074 [1:07:28<25:58, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7914/11074 [1:07:29<26:00, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7915/11074 [1:07:29<25:45, 2.04it/s]
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  71%|β–ˆοΏ½οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7916/11074 [1:07:41<3:26:15, 3.92s/it]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7917/11074 [1:07:42<2:32:17, 2.89s/it]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7918/11074 [1:07:42<1:54:19, 2.17s/it]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7919/11074 [1:07:43<1:27:47, 1.67s/it]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7920/11074 [1:07:43<1:09:13, 1.32s/it]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7921/11074 [1:07:44<56:14, 1.07s/it]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7922/11074 [1:07:44<47:07, 1.11it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7923/11074 [1:07:45<40:57, 1.28it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7924/11074 [1:07:45<36:26, 1.44it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7925/11074 [1:07:46<33:16, 1.58it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7925/11074 [1:07:46<33:16, 1.58it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7926/11074 [1:07:46<31:04, 1.69it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7927/11074 [1:07:47<29:32, 1.78it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7928/11074 [1:07:47<28:29, 1.84it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7929/11074 [1:07:48<27:42, 1.89it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7930/11074 [1:07:48<27:10, 1.93it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7931/11074 [1:07:49<26:47, 1.96it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7932/11074 [1:07:49<26:30, 1.98it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7933/11074 [1:07:50<26:19, 1.99it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7934/11074 [1:07:50<26:10, 2.00it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7935/11074 [1:07:51<26:03, 2.01it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7936/11074 [1:07:51<25:59, 2.01it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7937/11074 [1:07:52<25:55, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7938/11074 [1:07:52<25:52, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7939/11074 [1:07:53<25:50, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7940/11074 [1:07:53<25:54, 2.02it/s]
 
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7925/11074 [1:07:46<33:16, 1.58it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7926/11074 [1:07:46<31:04, 1.69it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7927/11074 [1:07:47<29:32, 1.78it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7928/11074 [1:07:47<28:29, 1.84it/s]
641
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7929/11074 [1:07:48<27:42, 1.89it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7930/11074 [1:07:48<27:10, 1.93it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7931/11074 [1:07:49<26:47, 1.96it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7932/11074 [1:07:49<26:30, 1.98it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7933/11074 [1:07:50<26:19, 1.99it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7934/11074 [1:07:50<26:10, 2.00it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7935/11074 [1:07:51<26:03, 2.01it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7936/11074 [1:07:51<25:59, 2.01it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7937/11074 [1:07:52<25:55, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7938/11074 [1:07:52<25:52, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7939/11074 [1:07:53<25:50, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7940/11074 [1:07:53<25:54, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7941/11074 [1:07:54<25:57, 2.01it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7942/11074 [1:07:54<25:51, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7943/11074 [1:07:55<25:51, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7944/11074 [1:07:55<25:47, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7945/11074 [1:07:55<25:47, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7946/11074 [1:07:56<25:44, 2.03it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7947/11074 [1:07:56<25:43, 2.03it/s]
660
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7948/11074 [1:07:57<25:43, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7949/11074 [1:07:57<25:41, 2.03it/s]
662
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7950/11074 [1:07:58<25:42, 2.03it/s]{'loss': 3.2027, 'grad_norm': 0.23849323391914368, 'learning_rate': 0.00022347754066845987, 'epoch': 10.04}
663
 
 
664
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7950/11074 [1:07:58<25:42, 2.03it/s]
665
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7951/11074 [1:07:58<25:44, 2.02it/s]
666
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7952/11074 [1:07:59<25:42, 2.02it/s]
667
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7953/11074 [1:07:59<25:40, 2.03it/s]
668
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7954/11074 [1:08:00<25:40, 2.03it/s]
669
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7955/11074 [1:08:00<25:38, 2.03it/s]
670
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7956/11074 [1:08:01<25:38, 2.03it/s]
671
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7957/11074 [1:08:01<25:38, 2.03it/s]
672
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7958/11074 [1:08:02<25:38, 2.02it/s]
673
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7959/11074 [1:08:02<25:39, 2.02it/s]
674
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7960/11074 [1:08:03<25:36, 2.03it/s]
675
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7961/11074 [1:08:03<25:36, 2.03it/s]
676
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7962/11074 [1:08:04<25:35, 2.03it/s]
677
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7963/11074 [1:08:04<25:35, 2.03it/s]
678
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7964/11074 [1:08:05<25:34, 2.03it/s]
679
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7965/11074 [1:08:05<25:34, 2.03it/s]
680
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7966/11074 [1:08:06<25:35, 2.02it/s]
681
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7967/11074 [1:08:06<25:35, 2.02it/s]
682
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7968/11074 [1:08:07<25:35, 2.02it/s]
683
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7969/11074 [1:08:07<25:34, 2.02it/s]
684
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7970/11074 [1:08:08<25:33, 2.02it/s]
685
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7971/11074 [1:08:08<25:33, 2.02it/s]
686
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7972/11074 [1:08:09<25:32, 2.02it/s]
687
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7973/11074 [1:08:09<25:30, 2.03it/s]
688
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7974/11074 [1:08:10<25:30, 2.03it/s]
689
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7975/11074 [1:08:10<25:29, 2.03it/s]{'loss': 3.1925, 'grad_norm': 0.2428920567035675, 'learning_rate': 0.00022020322150497878, 'epoch': 10.08}
690
 
 
691
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7975/11074 [1:08:10<25:29, 2.03it/s]
692
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7976/11074 [1:08:11<25:30, 2.02it/s]
693
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7977/11074 [1:08:11<25:29, 2.02it/s]
694
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7978/11074 [1:08:12<25:30, 2.02it/s]
695
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7979/11074 [1:08:12<25:29, 2.02it/s]
696
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7980/11074 [1:08:13<25:29, 2.02it/s]
697
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7981/11074 [1:08:13<25:28, 2.02it/s]
698
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7982/11074 [1:08:14<25:26, 2.03it/s]
699
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7983/11074 [1:08:14<25:27, 2.02it/s]
700
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7984/11074 [1:08:15<25:24, 2.03it/s]
701
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7985/11074 [1:08:15<25:25, 2.03it/s]
702
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7986/11074 [1:08:16<25:23, 2.03it/s]
703
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7987/11074 [1:08:16<25:24, 2.03it/s]
704
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7988/11074 [1:08:17<25:23, 2.03it/s]
705
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7989/11074 [1:08:17<25:20, 2.03it/s]
706
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7990/11074 [1:08:18<25:22, 2.03it/s]
707
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7991/11074 [1:08:18<25:21, 2.03it/s]
708
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7992/11074 [1:08:19<25:22, 2.02it/s]
709
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7993/11074 [1:08:19<25:20, 2.03it/s]
710
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7994/11074 [1:08:20<25:21, 2.02it/s]
711
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7995/11074 [1:08:20<25:20, 2.03it/s]
712
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7996/11074 [1:08:21<25:19, 2.03it/s]
713
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7997/11074 [1:08:21<25:19, 2.02it/s]
714
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7998/11074 [1:08:22<25:17, 2.03it/s]
715
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7999/11074 [1:08:22<25:18, 2.03it/s]
716
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8000/11074 [1:08:23<25:15, 2.03it/s]
717
  {'loss': 3.2116, 'grad_norm': 0.23470519483089447, 'learning_rate': 0.00021694627948786466, 'epoch': 10.11}
 
718
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8000/11074 [1:08:23<25:15, 2.03it/s]
719
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8001/11074 [1:08:23<25:18, 2.02it/s]
720
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8002/11074 [1:08:24<25:17, 2.02it/s]
721
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8003/11074 [1:08:24<25:17, 2.02it/s]
722
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8004/11074 [1:08:25<25:16, 2.02it/s]
723
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8005/11074 [1:08:25<25:16, 2.02it/s]
724
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8006/11074 [1:08:26<25:16, 2.02it/s]
725
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8007/11074 [1:08:26<25:15, 2.02it/s]
726
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8008/11074 [1:08:27<25:14, 2.03it/s]
727
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8009/11074 [1:08:27<25:12, 2.03it/s]
728
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8010/11074 [1:08:28<25:12, 2.03it/s]
729
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8011/11074 [1:08:28<25:11, 2.03it/s]
730
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8012/11074 [1:08:29<25:11, 2.03it/s]
731
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8013/11074 [1:08:29<25:11, 2.02it/s]
732
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8014/11074 [1:08:30<25:11, 2.02it/s]
733
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8015/11074 [1:08:30<25:10, 2.02it/s]
734
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8016/11074 [1:08:31<25:10, 2.02it/s]
735
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8017/11074 [1:08:31<25:10, 2.02it/s]
736
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8018/11074 [1:08:32<25:08, 2.03it/s]
737
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8019/11074 [1:08:32<25:10, 2.02it/s]
738
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8020/11074 [1:08:33<25:07, 2.03it/s]
739
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8021/11074 [1:08:33<25:08, 2.02it/s]
740
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8022/11074 [1:08:34<25:06, 2.03it/s]
741
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8023/11074 [1:08:34<25:07, 2.02it/s]
742
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8024/11074 [1:08:34<25:07, 2.02it/s]
743
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8025/11074 [1:08:35<25:07, 2.02it/s]
744
  {'loss': 3.2031, 'grad_norm': 0.24160942435264587, 'learning_rate': 0.00021370691689377887, 'epoch': 10.14}
 
745
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8025/11074 [1:08:35<25:07, 2.02it/s]
746
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8026/11074 [1:08:35<25:08, 2.02it/s]
747
  72%|β–ˆβ–ˆοΏ½οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ– | 8027/11074 [1:08:36<25:06, 2.02it/s]
748
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8028/11074 [1:08:36<25:05, 2.02it/s]
749
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8029/11074 [1:08:37<25:04, 2.02it/s]
750
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8030/11074 [1:08:37<25:03, 2.02it/s]
751
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8031/11074 [1:08:38<25:02, 2.03it/s]
752
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8032/11074 [1:08:38<25:02, 2.02it/s]
753
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8033/11074 [1:08:39<25:03, 2.02it/s]
754
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8034/11074 [1:08:39<25:02, 2.02it/s]
755
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8035/11074 [1:08:40<25:01, 2.02it/s]
756
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8036/11074 [1:08:40<25:01, 2.02it/s]
757
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8037/11074 [1:08:41<24:59, 2.03it/s]
758
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8038/11074 [1:08:41<24:59, 2.02it/s]
759
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8039/11074 [1:08:42<24:58, 2.03it/s]
760
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8040/11074 [1:08:42<24:58, 2.02it/s]
761
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8041/11074 [1:08:43<24:58, 2.02it/s]
762
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8042/11074 [1:08:43<24:57, 2.03it/s]
763
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8043/11074 [1:08:44<25:14, 2.00it/s]
764
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8044/11074 [1:08:44<25:08, 2.01it/s]
765
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8045/11074 [1:08:45<25:03, 2.01it/s]
766
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8046/11074 [1:08:45<25:00, 2.02it/s]
767
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8047/11074 [1:08:46<24:58, 2.02it/s]
768
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8048/11074 [1:08:46<24:57, 2.02it/s]
769
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8049/11074 [1:08:47<24:57, 2.02it/s]
770
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8050/11074 [1:08:47<24:55, 2.02it/s]
771
 
 
772
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8050/11074 [1:08:47<24:55, 2.02it/s]
773
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8051/11074 [1:08:48<24:56, 2.02it/s]
774
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8052/11074 [1:08:48<24:55, 2.02it/s]
775
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8053/11074 [1:08:49<24:55, 2.02it/s]
776
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8054/11074 [1:08:49<24:53, 2.02it/s]
777
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8055/11074 [1:08:50<24:52, 2.02it/s]
778
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8056/11074 [1:08:50<24:52, 2.02it/s]
779
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8057/11074 [1:08:51<24:49, 2.03it/s]
780
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8058/11074 [1:08:51<24:49, 2.02it/s]
781
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8059/11074 [1:08:52<24:48, 2.02it/s]
782
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8060/11074 [1:08:52<24:48, 2.02it/s]
783
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8061/11074 [1:08:53<24:47, 2.03it/s]
784
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8062/11074 [1:08:53<24:47, 2.02it/s]
785
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8063/11074 [1:08:54<24:47, 2.02it/s]
786
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8064/11074 [1:08:54<24:44, 2.03it/s]
787
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8065/11074 [1:08:55<24:45, 2.03it/s]
788
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8066/11074 [1:08:55<24:43, 2.03it/s]
789
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8067/11074 [1:08:56<24:44, 2.03it/s]
790
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8068/11074 [1:08:56<24:43, 2.03it/s]
791
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8069/11074 [1:08:57<24:43, 2.03it/s]
792
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8070/11074 [1:08:57<24:42, 2.03it/s]
793
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8071/11074 [1:08:58<24:42, 2.03it/s]
794
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8072/11074 [1:08:58<24:44, 2.02it/s]
795
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8073/11074 [1:08:59<24:44, 2.02it/s]
796
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8074/11074 [1:08:59<24:43, 2.02it/s]
797
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8075/11074 [1:09:00<24:43, 2.02it/s]
798
 
 
799
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8075/11074 [1:09:00<24:43, 2.02it/s]
800
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8076/11074 [1:09:00<24:43, 2.02it/s]
801
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8077/11074 [1:09:01<24:42, 2.02it/s]
802
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8078/11074 [1:09:01<24:41, 2.02it/s]
803
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8079/11074 [1:09:02<24:38, 2.03it/s]
804
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8080/11074 [1:09:02<24:38, 2.02it/s]
805
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8081/11074 [1:09:03<24:35, 2.03it/s]
806
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8082/11074 [1:09:03<24:37, 2.03it/s]
807
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8083/11074 [1:09:04<24:36, 2.03it/s]
808
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8084/11074 [1:09:04<24:35, 2.03it/s]
809
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8085/11074 [1:09:05<24:34, 2.03it/s]
810
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8086/11074 [1:09:05<24:33, 2.03it/s]
811
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8087/11074 [1:09:06<24:34, 2.03it/s]
812
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8088/11074 [1:09:06<24:31, 2.03it/s]
813
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8089/11074 [1:09:07<24:32, 2.03it/s]
814
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8090/11074 [1:09:07<24:31, 2.03it/s]
815
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8091/11074 [1:09:08<24:32, 2.03it/s]
816
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8092/11074 [1:09:08<24:31, 2.03it/s]
817
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8093/11074 [1:09:09<24:31, 2.03it/s]
818
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8094/11074 [1:09:09<24:31, 2.03it/s]
819
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8095/11074 [1:09:10<24:31, 2.02it/s]
820
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8096/11074 [1:09:10<24:30, 2.02it/s]
821
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8097/11074 [1:09:11<24:31, 2.02it/s]
822
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8098/11074 [1:09:11<24:30, 2.02it/s]
823
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8099/11074 [1:09:12<24:28, 2.03it/s]
824
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8100/11074 [1:09:12<24:29, 2.02it/s]{'loss': 3.2194, 'grad_norm': 0.23723545670509338, 'learning_rate': 0.00020409631196450457, 'epoch': 10.23}
 
825
 
826
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8100/11074 [1:09:12<24:29, 2.02it/s]
827
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8101/11074 [1:09:13<24:28, 2.02it/s]
828
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8102/11074 [1:09:13<24:28, 2.02it/s]
829
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8103/11074 [1:09:14<24:26, 2.03it/s]
830
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8104/11074 [1:09:14<24:26, 2.03it/s]
831
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8105/11074 [1:09:15<24:24, 2.03it/s]
832
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8106/11074 [1:09:15<24:25, 2.03it/s]
833
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8107/11074 [1:09:16<24:25, 2.02it/s]
834
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8108/11074 [1:09:16<24:24, 2.03it/s]
835
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8109/11074 [1:09:16<24:24, 2.02it/s]
836
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8110/11074 [1:09:17<24:22, 2.03it/s]
837
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8111/11074 [1:09:17<24:23, 2.03it/s]
838
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8112/11074 [1:09:18<24:21, 2.03it/s]
839
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8113/11074 [1:09:18<24:22, 2.03it/s]
840
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8114/11074 [1:09:19<24:20, 2.03it/s]
841
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8115/11074 [1:09:19<24:19, 2.03it/s]
842
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8116/11074 [1:09:20<24:20, 2.03it/s]
843
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8117/11074 [1:09:20<24:17, 2.03it/s]
844
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8118/11074 [1:09:21<24:19, 2.03it/s]
845
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8119/11074 [1:09:21<24:17, 2.03it/s]
846
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8120/11074 [1:09:22<24:17, 2.03it/s]
847
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8121/11074 [1:09:22<24:17, 2.03it/s]
848
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8122/11074 [1:09:23<24:17, 2.03it/s]
849
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8123/11074 [1:09:23<24:17, 2.02it/s]
850
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8124/11074 [1:09:24<24:15, 2.03it/s]
851
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8125/11074 [1:09:24<24:16, 2.02it/s]
852
 
 
853
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8125/11074 [1:09:24<24:16, 2.02it/s]
854
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8126/11074 [1:09:25<24:16, 2.02it/s]
855
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8127/11074 [1:09:25<24:18, 2.02it/s]
856
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8128/11074 [1:09:26<24:15, 2.02it/s]
857
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8129/11074 [1:09:26<24:14, 2.02it/s]
858
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8130/11074 [1:09:27<24:13, 2.03it/s]
859
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8131/11074 [1:09:27<24:14, 2.02it/s]
860
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8132/11074 [1:09:28<24:13, 2.02it/s]
861
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8133/11074 [1:09:28<24:14, 2.02it/s]
862
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8134/11074 [1:09:29<24:13, 2.02it/s]
863
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8135/11074 [1:09:29<24:12, 2.02it/s]
864
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8136/11074 [1:09:30<24:11, 2.02it/s]
865
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8137/11074 [1:09:30<24:11, 2.02it/s]
866
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8138/11074 [1:09:31<24:11, 2.02it/s]
867
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8139/11074 [1:09:31<24:10, 2.02it/s]
868
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8140/11074 [1:09:32<24:10, 2.02it/s]
869
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8141/11074 [1:09:32<24:10, 2.02it/s]
870
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8142/11074 [1:09:33<24:08, 2.02it/s]
871
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8143/11074 [1:09:33<24:07, 2.02it/s]
872
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8144/11074 [1:09:34<24:06, 2.03it/s]
873
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8145/11074 [1:09:34<24:06, 2.03it/s]
874
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8146/11074 [1:09:35<24:05, 2.03it/s]
875
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8147/11074 [1:09:35<24:05, 2.03it/s]
876
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8148/11074 [1:09:36<24:05, 2.02it/s]
877
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8149/11074 [1:09:36<24:04, 2.02it/s]
878
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8150/11074 [1:09:37<24:04, 2.02it/s]
879
  {'loss': 3.2225, 'grad_norm': 0.23790352046489716, 'learning_rate': 0.00019778079782860702, 'epoch': 10.3}
 
880
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8150/11074 [1:09:37<24:04, 2.02it/s]
881
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8151/11074 [1:09:37<24:05, 2.02it/s]
882
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8152/11074 [1:09:38<24:05, 2.02it/s]
883
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8153/11074 [1:09:38<24:04, 2.02it/s]
884
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8154/11074 [1:09:39<24:04, 2.02it/s]
885
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8155/11074 [1:09:39<24:03, 2.02it/s]
886
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8156/11074 [1:09:40<24:01, 2.02it/s]
887
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8157/11074 [1:09:40<24:00, 2.03it/s]
888
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8158/11074 [1:09:41<23:59, 2.03it/s]
889
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8159/11074 [1:09:41<23:58, 2.03it/s]
890
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8160/11074 [1:09:42<23:58, 2.03it/s]
891
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8161/11074 [1:09:42<23:56, 2.03it/s]
892
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8162/11074 [1:09:43<23:56, 2.03it/s]
893
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8163/11074 [1:09:43<23:55, 2.03it/s]
894
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8164/11074 [1:09:44<23:55, 2.03it/s]
895
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8165/11074 [1:09:44<23:55, 2.03it/s]
896
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8166/11074 [1:09:45<23:54, 2.03it/s]
897
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8167/11074 [1:09:45<23:55, 2.03it/s]
898
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8168/11074 [1:09:46<23:53, 2.03it/s]
899
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8169/11074 [1:09:46<23:53, 2.03it/s]
900
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8170/11074 [1:09:47<23:51, 2.03it/s]
901
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8171/11074 [1:09:47<23:49, 2.03it/s]
902
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8172/11074 [1:09:48<23:51, 2.03it/s]
903
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8173/11074 [1:09:48<23:49, 2.03it/s]
904
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8174/11074 [1:09:49<23:49, 2.03it/s]
905
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8175/11074 [1:09:49<23:49, 2.03it/s]
906
  {'loss': 3.2276, 'grad_norm': 0.2349643111228943, 'learning_rate': 0.00019465109757138034, 'epoch': 10.33}
 
907
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8175/11074 [1:09:49<23:49, 2.03it/s]
908
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8176/11074 [1:09:50<23:50, 2.03it/s]
909
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8177/11074 [1:09:50<23:51, 2.02it/s]
910
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8178/11074 [1:09:51<23:51, 2.02it/s]
911
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8179/11074 [1:09:51<23:50, 2.02it/s]
912
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8180/11074 [1:09:52<23:48, 2.03it/s]
913
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8181/11074 [1:09:52<23:48, 2.02it/s]
914
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8182/11074 [1:09:53<23:47, 2.03it/s]
915
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8183/11074 [1:09:53<23:47, 2.03it/s]
916
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8184/11074 [1:09:54<23:47, 2.02it/s]
917
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8185/11074 [1:09:54<23:47, 2.02it/s]
918
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8186/11074 [1:09:55<23:46, 2.02it/s]
919
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8187/11074 [1:09:55<23:45, 2.03it/s]
920
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8188/11074 [1:09:56<23:43, 2.03it/s]
921
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8189/11074 [1:09:56<23:45, 2.02it/s]
922
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8190/11074 [1:09:56<23:44, 2.03it/s]
923
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8191/11074 [1:09:57<23:43, 2.03it/s]
924
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8192/11074 [1:09:57<23:43, 2.02it/s]
925
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8193/11074 [1:09:58<23:44, 2.02it/s]
926
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8194/11074 [1:09:58<23:43, 2.02it/s]
927
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8195/11074 [1:09:59<23:41, 2.03it/s]
928
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8196/11074 [1:09:59<23:41, 2.02it/s]
929
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8197/11074 [1:10:00<23:39, 2.03it/s]
930
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8198/11074 [1:10:00<23:39, 2.03it/s]
931
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8199/11074 [1:10:01<23:39, 2.03it/s]
932
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8200/11074 [1:10:01<23:39, 2.02it/s]
933
 
 
934
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8200/11074 [1:10:01<23:39, 2.02it/s]
935
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8201/11074 [1:10:02<23:39, 2.02it/s]
936
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8202/11074 [1:10:02<23:39, 2.02it/s]
937
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8203/11074 [1:10:03<23:38, 2.02it/s]
938
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8204/11074 [1:10:03<23:38, 2.02it/s]
939
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8205/11074 [1:10:04<23:37, 2.02it/s]
940
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8206/11074 [1:10:04<23:34, 2.03it/s]
941
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8207/11074 [1:10:05<23:35, 2.03it/s]
942
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8208/11074 [1:10:05<23:32, 2.03it/s]
943
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8209/11074 [1:10:06<23:33, 2.03it/s]
944
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8210/11074 [1:10:06<23:32, 2.03it/s]
945
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8211/11074 [1:10:07<23:32, 2.03it/s]
946
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8212/11074 [1:10:07<23:33, 2.03it/s]
947
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8213/11074 [1:10:08<23:32, 2.03it/s]
948
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8214/11074 [1:10:08<23:32, 2.02it/s]
949
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8215/11074 [1:10:09<23:33, 2.02it/s]
950
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8216/11074 [1:10:09<23:32, 2.02it/s]
951
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8217/11074 [1:10:10<23:31, 2.02it/s]
952
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8218/11074 [1:10:10<23:31, 2.02it/s]
953
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8219/11074 [1:10:11<23:29, 2.03it/s]
954
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½β–ˆβ– | 8220/11074 [1:10:11<23:30, 2.02it/s]
955
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8221/11074 [1:10:12<23:29, 2.02it/s]
956
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8222/11074 [1:10:12<23:28, 2.02it/s]
957
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8223/11074 [1:10:13<23:27, 2.03it/s]
958
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8224/11074 [1:10:13<23:27, 2.02it/s]
959
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8225/11074 [1:10:14<23:27, 2.02it/s]{'loss': 3.2261, 'grad_norm': 0.24224504828453064, 'learning_rate': 0.00018844878253702113, 'epoch': 10.39}
960
 
 
961
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8225/11074 [1:10:14<23:27, 2.02it/s]
962
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8226/11074 [1:10:14<23:29, 2.02it/s]
963
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8227/11074 [1:10:15<23:26, 2.02it/s]
964
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8228/11074 [1:10:15<23:27, 2.02it/s]
965
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8229/11074 [1:10:16<23:24, 2.02it/s]
966
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8230/11074 [1:10:16<23:25, 2.02it/s]
967
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8231/11074 [1:10:17<23:25, 2.02it/s]
968
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8232/11074 [1:10:17<23:24, 2.02it/s]
969
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8233/11074 [1:10:18<23:23, 2.02it/s]
970
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8234/11074 [1:10:18<23:23, 2.02it/s]
971
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8235/11074 [1:10:19<23:22, 2.02it/s]
972
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8236/11074 [1:10:19<23:21, 2.03it/s]
973
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8237/11074 [1:10:20<23:21, 2.02it/s]
974
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8238/11074 [1:10:20<23:19, 2.03it/s]
975
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8239/11074 [1:10:21<23:20, 2.02it/s]
976
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8240/11074 [1:10:21<23:18, 2.03it/s]
977
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8241/11074 [1:10:22<23:20, 2.02it/s]
978
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8242/11074 [1:10:22<23:18, 2.03it/s]
979
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8243/11074 [1:10:23<23:18, 2.02it/s]
980
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8244/11074 [1:10:23<23:16, 2.03it/s]
981
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8245/11074 [1:10:24<23:15, 2.03it/s]
982
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8246/11074 [1:10:24<25:18, 1.86it/s]
983
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8247/11074 [1:10:25<24:41, 1.91it/s]
984
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8248/11074 [1:10:25<24:15, 1.94it/s]
985
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8249/11074 [1:10:26<23:56, 1.97it/s]
986
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8250/11074 [1:10:26<23:44, 1.98it/s]{'loss': 3.2294, 'grad_norm': 0.24246717989444733, 'learning_rate': 0.00018537655296280926, 'epoch': 10.42}
 
987
 
988
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8250/11074 [1:10:26<23:44, 1.98it/s]
989
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8251/11074 [1:10:27<23:37, 1.99it/s]
990
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8252/11074 [1:10:27<23:31, 2.00it/s]
991
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8253/11074 [1:10:28<23:23, 2.01it/s]
992
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8254/11074 [1:10:28<23:22, 2.01it/s]
993
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8255/11074 [1:10:29<23:16, 2.02it/s]
994
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8256/11074 [1:10:29<23:14, 2.02it/s]
995
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8257/11074 [1:10:30<23:12, 2.02it/s]
996
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8258/11074 [1:10:30<23:12, 2.02it/s]
997
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8259/11074 [1:10:31<23:12, 2.02it/s]
998
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8260/11074 [1:10:31<23:09, 2.02it/s]
999
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8261/11074 [1:10:32<23:09, 2.02it/s]
1000
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8262/11074 [1:10:32<23:07, 2.03it/s]
1001
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8263/11074 [1:10:33<23:08, 2.02it/s]
1002
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8264/11074 [1:10:33<23:06, 2.03it/s]
1003
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8265/11074 [1:10:34<23:06, 2.03it/s]
1004
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8266/11074 [1:10:34<23:07, 2.02it/s]
1005
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8267/11074 [1:10:35<23:06, 2.03it/s]
1006
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8268/11074 [1:10:35<23:05, 2.03it/s]
1007
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8269/11074 [1:10:36<23:04, 2.03it/s]
1008
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8270/11074 [1:10:36<23:04, 2.03it/s]
1009
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8271/11074 [1:10:37<23:04, 2.03it/s]
1010
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8272/11074 [1:10:37<23:03, 2.02it/s]
1011
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8273/11074 [1:10:38<23:02, 2.03it/s]
1012
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8274/11074 [1:10:38<23:01, 2.03it/s]
1013
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8275/11074 [1:10:39<23:00, 2.03it/s]{'loss': 3.2352, 'grad_norm': 0.23462679982185364, 'learning_rate': 0.00018232386349094988, 'epoch': 10.45}
 
1014
 
1015
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8275/11074 [1:10:39<23:00, 2.03it/s]
1016
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8276/11074 [1:10:39<23:02, 2.02it/s]
1017
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8277/11074 [1:10:40<23:02, 2.02it/s]
1018
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8278/11074 [1:10:40<23:01, 2.02it/s]
1019
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8279/11074 [1:10:41<23:00, 2.02it/s]
1020
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8280/11074 [1:10:41<22:59, 2.02it/s]
1021
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8281/11074 [1:10:42<22:58, 2.03it/s]
1022
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8282/11074 [1:10:42<22:58, 2.02it/s]
1023
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8283/11074 [1:10:43<22:57, 2.03it/s]
1024
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8284/11074 [1:10:43<22:56, 2.03it/s]
1025
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8285/11074 [1:10:44<22:56, 2.03it/s]
1026
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8286/11074 [1:10:44<22:56, 2.02it/s]
1027
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8287/11074 [1:10:45<22:56, 2.02it/s]
1028
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8288/11074 [1:10:45<22:56, 2.02it/s]
1029
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8289/11074 [1:10:46<22:54, 2.03it/s]
1030
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8290/11074 [1:10:46<22:54, 2.03it/s]
1031
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8291/11074 [1:10:47<22:52, 2.03it/s]
1032
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8292/11074 [1:10:47<22:53, 2.03it/s]
1033
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8293/11074 [1:10:48<22:51, 2.03it/s]
1034
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8294/11074 [1:10:48<22:54, 2.02it/s]
1035
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8295/11074 [1:10:48<22:52, 2.02it/s]
1036
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8296/11074 [1:10:49<22:51, 2.03it/s]
1037
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8297/11074 [1:10:49<22:49, 2.03it/s]
1038
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8298/11074 [1:10:50<22:47, 2.03it/s]
1039
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8299/11074 [1:10:50<22:49, 2.03it/s]
1040
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8300/11074 [1:10:51<22:48, 2.03it/s]
1041
 
 
1042
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8300/11074 [1:10:51<22:48, 2.03it/s]
1043
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8301/11074 [1:10:51<22:50, 2.02it/s]
1044
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8302/11074 [1:10:52<22:49, 2.02it/s]
1045
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8303/11074 [1:10:52<22:50, 2.02it/s]
1046
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8304/11074 [1:10:53<22:49, 2.02it/s]
1047
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8305/11074 [1:10:53<22:48, 2.02it/s]
1048
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8306/11074 [1:10:54<22:47, 2.02it/s]
1049
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8307/11074 [1:10:54<22:48, 2.02it/s]
1050
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8308/11074 [1:10:55<22:46, 2.02it/s]
1051
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8309/11074 [1:10:55<22:46, 2.02it/s]
1052
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8310/11074 [1:10:56<22:44, 2.03it/s]
1053
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8311/11074 [1:10:56<22:44, 2.03it/s]
1054
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8312/11074 [1:10:57<22:43, 2.03it/s]
1055
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8313/11074 [1:10:57<22:43, 2.02it/s]
1056
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8314/11074 [1:10:58<22:43, 2.02it/s]
1057
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8315/11074 [1:10:58<22:42, 2.02it/s]
1058
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8316/11074 [1:10:59<22:41, 2.03it/s]
1059
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8317/11074 [1:10:59<22:41, 2.03it/s]
1060
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8318/11074 [1:11:00<22:39, 2.03it/s]
1061
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8319/11074 [1:11:00<22:39, 2.03it/s]
1062
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8320/11074 [1:11:01<22:39, 2.03it/s]
1063
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8321/11074 [1:11:01<22:37, 2.03it/s]
1064
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8322/11074 [1:11:02<22:38, 2.03it/s]
1065
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8323/11074 [1:11:02<22:36, 2.03it/s]
1066
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8324/11074 [1:11:03<22:36, 2.03it/s]
1067
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8325/11074 [1:11:03<22:35, 2.03it/s]
1068
  {'loss': 3.244, 'grad_norm': 0.24260075390338898, 'learning_rate': 0.0001762778619941043, 'epoch': 10.52}
 
1069
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8325/11074 [1:11:03<22:35, 2.03it/s]
1070
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8326/11074 [1:11:04<24:35, 1.86it/s]
1071
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8327/11074 [1:11:04<23:58, 1.91it/s]
1072
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8328/11074 [1:11:05<23:32, 1.94it/s]
1073
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8329/11074 [1:11:05<23:14, 1.97it/s]
1074
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8330/11074 [1:11:06<23:02, 1.99it/s]
1075
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8331/11074 [1:11:06<22:53, 2.00it/s]
1076
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8332/11074 [1:11:07<22:47, 2.00it/s]
1077
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8333/11074 [1:11:07<22:42, 2.01it/s]
1078
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8334/11074 [1:11:08<22:37, 2.02it/s]
1079
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8335/11074 [1:11:08<22:36, 2.02it/s]
1080
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8336/11074 [1:11:09<22:35, 2.02it/s]
1081
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8337/11074 [1:11:09<22:34, 2.02it/s]
1082
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8338/11074 [1:11:10<22:32, 2.02it/s]
1083
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8339/11074 [1:11:10<22:32, 2.02it/s]
1084
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8340/11074 [1:11:11<22:31, 2.02it/s]
1085
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8341/11074 [1:11:11<22:31, 2.02it/s]
1086
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8342/11074 [1:11:12<22:29, 2.02it/s]
1087
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8343/11074 [1:11:12<22:29, 2.02it/s]
1088
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8344/11074 [1:11:13<22:27, 2.03it/s]
1089
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8345/11074 [1:11:13<22:26, 2.03it/s]
1090
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8346/11074 [1:11:14<22:27, 2.03it/s]
1091
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8347/11074 [1:11:14<22:24, 2.03it/s]
1092
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8348/11074 [1:11:15<22:25, 2.03it/s]
1093
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8349/11074 [1:11:15<22:24, 2.03it/s]
1094
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8350/11074 [1:11:16<22:24, 2.03it/s]{'loss': 3.2382, 'grad_norm': 0.23930463194847107, 'learning_rate': 0.0001732849254639809, 'epoch': 10.55}
1095
 
 
1096
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8350/11074 [1:11:16<22:24, 2.03it/s]
1097
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8351/11074 [1:11:16<22:25, 2.02it/s]
1098
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8352/11074 [1:11:17<22:26, 2.02it/s]
1099
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8353/11074 [1:11:17<22:25, 2.02it/s]
1100
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8354/11074 [1:11:18<22:24, 2.02it/s]
1101
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8355/11074 [1:11:18<22:22, 2.03it/s]
1102
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8356/11074 [1:11:19<22:22, 2.02it/s]
1103
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8357/11074 [1:11:19<22:21, 2.03it/s]
1104
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8358/11074 [1:11:20<22:19, 2.03it/s]
1105
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8359/11074 [1:11:20<22:19, 2.03it/s]
1106
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8360/11074 [1:11:21<22:17, 2.03it/s]
1107
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8361/11074 [1:11:21<22:17, 2.03it/s]
1108
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8362/11074 [1:11:22<22:17, 2.03it/s]
1109
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8363/11074 [1:11:22<22:18, 2.03it/s]
1110
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8364/11074 [1:11:23<22:17, 2.03it/s]
1111
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8365/11074 [1:11:23<22:18, 2.02it/s]
1112
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8366/11074 [1:11:24<22:15, 2.03it/s]
1113
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8367/11074 [1:11:24<22:16, 2.03it/s]
1114
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8368/11074 [1:11:25<22:16, 2.02it/s]
1115
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8369/11074 [1:11:25<22:16, 2.02it/s]
1116
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8370/11074 [1:11:26<22:16, 2.02it/s]
1117
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8371/11074 [1:11:26<22:15, 2.02it/s]
1118
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8372/11074 [1:11:27<22:15, 2.02it/s]
1119
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8373/11074 [1:11:27<22:14, 2.02it/s]
1120
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8374/11074 [1:11:28<22:15, 2.02it/s]
1121
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8375/11074 [1:11:28<22:13, 2.02it/s]{'loss': 3.2304, 'grad_norm': 0.23772986233234406, 'learning_rate': 0.000170312280002615, 'epoch': 10.58}
1122
 
 
1123
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8375/11074 [1:11:28<22:13, 2.02it/s]
1124
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8376/11074 [1:11:29<22:15, 2.02it/s]
1125
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8377/11074 [1:11:29<22:13, 2.02it/s]
1126
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8378/11074 [1:11:30<22:13, 2.02it/s]
1127
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8379/11074 [1:11:30<22:11, 2.02it/s]
1128
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8380/11074 [1:11:31<22:12, 2.02it/s]
1129
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8381/11074 [1:11:31<22:11, 2.02it/s]
1130
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8382/11074 [1:11:32<22:11, 2.02it/s]
1131
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8383/11074 [1:11:32<22:09, 2.02it/s]
1132
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8384/11074 [1:11:33<22:09, 2.02it/s]
1133
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8385/11074 [1:11:33<22:07, 2.03it/s]
1134
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8386/11074 [1:11:34<22:07, 2.02it/s]
1135
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8387/11074 [1:11:34<22:07, 2.02it/s]
1136
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8388/11074 [1:11:35<22:06, 2.02it/s]
1137
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8389/11074 [1:11:35<22:06, 2.02it/s]
1138
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8390/11074 [1:11:36<22:04, 2.03it/s]
1139
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8391/11074 [1:11:36<22:05, 2.02it/s]
1140
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8392/11074 [1:11:37<22:03, 2.03it/s]
1141
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8393/11074 [1:11:37<22:04, 2.02it/s]
1142
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8394/11074 [1:11:38<22:02, 2.03it/s]
1143
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8395/11074 [1:11:38<22:02, 2.03it/s]
1144
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8396/11074 [1:11:39<22:01, 2.03it/s]
1145
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8397/11074 [1:11:39<22:00, 2.03it/s]
1146
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8398/11074 [1:11:39<22:01, 2.03it/s]
1147
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8399/11074 [1:11:40<22:00, 2.03it/s]
1148
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8400/11074 [1:11:40<22:00, 2.02it/s]{'loss': 3.2414, 'grad_norm': 0.23746074736118317, 'learning_rate': 0.00016736011023005699, 'epoch': 10.61}
 
1149
 
1150
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8400/11074 [1:11:40<22:00, 2.02it/s]
1151
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8401/11074 [1:11:41<22:01, 2.02it/s]
1152
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8402/11074 [1:11:41<22:02, 2.02it/s]
1153
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8403/11074 [1:11:42<22:00, 2.02it/s]
1154
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8404/11074 [1:11:42<22:01, 2.02it/s]
1155
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8405/11074 [1:11:43<21:58, 2.02it/s]
1156
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8406/11074 [1:11:43<21:59, 2.02it/s]
1157
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8407/11074 [1:11:44<21:57, 2.02it/s]
1158
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8408/11074 [1:11:44<21:57, 2.02it/s]
1159
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8409/11074 [1:11:45<21:57, 2.02it/s]
1160
  76%|β–ˆοΏ½οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8410/11074 [1:11:45<21:57, 2.02it/s]
1161
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8411/11074 [1:11:46<21:57, 2.02it/s]
1162
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8412/11074 [1:11:46<21:56, 2.02it/s]
1163
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8413/11074 [1:11:47<21:56, 2.02it/s]
1164
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8414/11074 [1:11:47<21:55, 2.02it/s]
1165
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8415/11074 [1:11:48<21:55, 2.02it/s]
1166
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8416/11074 [1:11:48<21:54, 2.02it/s]
1167
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8417/11074 [1:11:49<21:54, 2.02it/s]
1168
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8418/11074 [1:11:49<21:53, 2.02it/s]
1169
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8419/11074 [1:11:50<21:54, 2.02it/s]
1170
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8420/11074 [1:11:50<21:53, 2.02it/s]
1171
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8421/11074 [1:11:51<21:51, 2.02it/s]
1172
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8422/11074 [1:11:51<21:51, 2.02it/s]
1173
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8423/11074 [1:11:52<21:51, 2.02it/s]
1174
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8424/11074 [1:11:52<21:52, 2.02it/s]
1175
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8425/11074 [1:11:53<21:50, 2.02it/s]{'loss': 3.2383, 'grad_norm': 0.23675471544265747, 'learning_rate': 0.0001644285994946871, 'epoch': 10.64}
1176
 
 
1177
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8425/11074 [1:11:53<21:50, 2.02it/s]
1178
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8426/11074 [1:11:53<21:56, 2.01it/s]
1179
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8427/11074 [1:11:54<21:52, 2.02it/s]
1180
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8428/11074 [1:11:54<21:50, 2.02it/s]
1181
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8429/11074 [1:11:55<21:47, 2.02it/s]
1182
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8430/11074 [1:11:55<21:48, 2.02it/s]
1183
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8431/11074 [1:11:56<21:46, 2.02it/s]
1184
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8432/11074 [1:11:56<21:46, 2.02it/s]
1185
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8433/11074 [1:11:57<21:45, 2.02it/s]
1186
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8434/11074 [1:11:57<21:43, 2.03it/s]
1187
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8435/11074 [1:11:58<21:43, 2.02it/s]
1188
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8436/11074 [1:11:58<21:41, 2.03it/s]
1189
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8437/11074 [1:11:59<21:41, 2.03it/s]
1190
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8438/11074 [1:11:59<21:41, 2.03it/s]
1191
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8439/11074 [1:12:00<21:40, 2.03it/s]
1192
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8440/11074 [1:12:00<21:40, 2.02it/s]
1193
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8441/11074 [1:12:01<21:38, 2.03it/s]
1194
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8442/11074 [1:12:01<21:39, 2.03it/s]
1195
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8443/11074 [1:12:02<21:37, 2.03it/s]
1196
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8444/11074 [1:12:02<21:37, 2.03it/s]
1197
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8445/11074 [1:12:03<21:37, 2.03it/s]
1198
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8446/11074 [1:12:03<21:38, 2.02it/s]
1199
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8447/11074 [1:12:04<21:38, 2.02it/s]
1200
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8448/11074 [1:12:04<21:38, 2.02it/s]
1201
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8449/11074 [1:12:05<21:36, 2.02it/s]
1202
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8450/11074 [1:12:05<21:34, 2.03it/s]
1203
 
 
1204
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8450/11074 [1:12:05<21:34, 2.03it/s]
1205
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8451/11074 [1:12:06<21:37, 2.02it/s]
1206
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8452/11074 [1:12:06<21:34, 2.03it/s]
1207
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8453/11074 [1:12:07<21:34, 2.02it/s]
1208
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8454/11074 [1:12:07<21:33, 2.03it/s]
1209
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8455/11074 [1:12:08<21:33, 2.02it/s]
1210
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8456/11074 [1:12:08<21:33, 2.02it/s]
1211
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8457/11074 [1:12:09<21:34, 2.02it/s]
1212
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8458/11074 [1:12:09<21:33, 2.02it/s]
1213
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8459/11074 [1:12:10<21:32, 2.02it/s]
1214
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8460/11074 [1:12:10<21:30, 2.03it/s]
1215
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8461/11074 [1:12:11<21:31, 2.02it/s]
1216
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8462/11074 [1:12:11<21:29, 2.02it/s]
1217
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8463/11074 [1:12:12<21:30, 2.02it/s]
1218
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8464/11074 [1:12:12<21:29, 2.02it/s]
1219
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8465/11074 [1:12:13<21:28, 2.02it/s]
1220
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8466/11074 [1:12:13<21:28, 2.02it/s]
1221
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8467/11074 [1:12:14<21:27, 2.03it/s]
1222
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8468/11074 [1:12:14<21:27, 2.02it/s]
1223
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8469/11074 [1:12:15<21:26, 2.03it/s]
1224
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8470/11074 [1:12:15<21:26, 2.02it/s]
1225
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8471/11074 [1:12:16<21:24, 2.03it/s]
1226
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8472/11074 [1:12:16<21:24, 2.03it/s]
1227
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8473/11074 [1:12:17<21:24, 2.03it/s]
1228
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8474/11074 [1:12:17<21:23, 2.02it/s]
1229
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8475/11074 [1:12:18<21:23, 2.03it/s]{'loss': 3.2461, 'grad_norm': 0.23413671553134918, 'learning_rate': 0.00015862828210244434, 'epoch': 10.71}
1230
 
 
1231
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8475/11074 [1:12:18<21:23, 2.03it/s]
1232
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8476/11074 [1:12:18<21:25, 2.02it/s]
1233
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8477/11074 [1:12:19<21:23, 2.02it/s]
1234
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8478/11074 [1:12:19<21:23, 2.02it/s]
1235
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8479/11074 [1:12:20<21:22, 2.02it/s]
1236
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8480/11074 [1:12:20<21:21, 2.02it/s]
1237
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8481/11074 [1:12:21<21:21, 2.02it/s]
1238
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8482/11074 [1:12:21<21:20, 2.02it/s]
1239
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8483/11074 [1:12:22<21:20, 2.02it/s]
1240
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8484/11074 [1:12:22<21:19, 2.02it/s]
1241
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8485/11074 [1:12:22<21:20, 2.02it/s]
1242
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8486/11074 [1:12:23<21:19, 2.02it/s]
1243
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8487/11074 [1:12:23<21:18, 2.02it/s]
1244
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8488/11074 [1:12:24<21:17, 2.03it/s]
1245
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8489/11074 [1:12:24<21:16, 2.02it/s]
1246
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8490/11074 [1:12:25<21:15, 2.03it/s]
1247
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8491/11074 [1:12:25<21:16, 2.02it/s]
1248
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8492/11074 [1:12:26<21:14, 2.03it/s]
1249
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8493/11074 [1:12:26<21:14, 2.02it/s]
1250
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8494/11074 [1:12:27<21:13, 2.03it/s]
1251
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8495/11074 [1:12:27<21:14, 2.02it/s]
1252
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8496/11074 [1:12:28<21:13, 2.02it/s]
1253
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8497/11074 [1:12:28<21:12, 2.03it/s]
1254
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8498/11074 [1:12:29<21:12, 2.02it/s]
1255
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8499/11074 [1:12:29<21:12, 2.02it/s]
1256
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8500/11074 [1:12:30<21:12, 2.02it/s]
1257
  {'loss': 3.2367, 'grad_norm': 0.23599669337272644, 'learning_rate': 0.0001557598356819, 'epoch': 10.74}
 
1258
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8500/11074 [1:12:30<21:12, 2.02it/s]
1259
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8501/11074 [1:12:30<21:14, 2.02it/s]
1260
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8502/11074 [1:12:31<21:12, 2.02it/s]
1261
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8503/11074 [1:12:31<21:12, 2.02it/s]
1262
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8504/11074 [1:12:32<21:10, 2.02it/s]
1263
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8505/11074 [1:12:32<21:09, 2.02it/s]
1264
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8506/11074 [1:12:33<21:09, 2.02it/s]
1265
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8507/11074 [1:12:33<21:07, 2.02it/s]
1266
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8508/11074 [1:12:34<21:08, 2.02it/s]
1267
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8509/11074 [1:12:34<21:08, 2.02it/s]
1268
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8510/11074 [1:12:35<21:07, 2.02it/s]
1269
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8511/11074 [1:12:35<21:06, 2.02it/s]
1270
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8512/11074 [1:12:36<21:06, 2.02it/s]
1271
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8513/11074 [1:12:36<21:03, 2.03it/s]
1272
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8514/11074 [1:12:37<21:03, 2.03it/s]
1273
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8515/11074 [1:12:37<21:03, 2.03it/s]
1274
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8516/11074 [1:12:38<21:03, 2.02it/s]
1275
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8517/11074 [1:12:38<21:02, 2.03it/s]
1276
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8518/11074 [1:12:39<21:01, 2.03it/s]
1277
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8519/11074 [1:12:39<21:01, 2.03it/s]
1278
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8520/11074 [1:12:40<20:59, 2.03it/s]
1279
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8521/11074 [1:12:40<21:00, 2.03it/s]
1280
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8522/11074 [1:12:41<20:58, 2.03it/s]
1281
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8523/11074 [1:12:41<20:59, 2.03it/s]
1282
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8524/11074 [1:12:42<20:58, 2.03it/s]
1283
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8525/11074 [1:12:42<20:58, 2.03it/s]{'loss': 3.2446, 'grad_norm': 0.2339746206998825, 'learning_rate': 0.00015291276874882887, 'epoch': 10.77}
 
1284
 
1285
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8525/11074 [1:12:42<20:58, 2.03it/s]
1286
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8526/11074 [1:12:43<20:59, 2.02it/s]
1287
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8527/11074 [1:12:43<20:59, 2.02it/s]
1288
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8528/11074 [1:12:44<20:58, 2.02it/s]
1289
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8529/11074 [1:12:44<20:57, 2.02it/s]
1290
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8530/11074 [1:12:45<20:57, 2.02it/s]
1291
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8531/11074 [1:12:45<20:55, 2.03it/s]
1292
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8532/11074 [1:12:46<20:55, 2.02it/s]
1293
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8533/11074 [1:12:46<20:54, 2.03it/s]
1294
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8534/11074 [1:12:47<20:54, 2.02it/s]
1295
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8535/11074 [1:12:47<20:53, 2.03it/s]
1296
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8536/11074 [1:12:48<20:53, 2.02it/s]
1297
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8537/11074 [1:12:48<20:54, 2.02it/s]
1298
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8538/11074 [1:12:49<20:53, 2.02it/s]
1299
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8539/11074 [1:12:49<20:54, 2.02it/s]
1300
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8540/11074 [1:12:50<20:55, 2.02it/s]
1301
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8541/11074 [1:12:50<20:54, 2.02it/s]
1302
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8542/11074 [1:12:51<20:52, 2.02it/s]
1303
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8543/11074 [1:12:51<20:52, 2.02it/s]
1304
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8544/11074 [1:12:52<20:51, 2.02it/s]
1305
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8545/11074 [1:12:52<20:51, 2.02it/s]
1306
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8546/11074 [1:12:53<20:50, 2.02it/s]
1307
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8547/11074 [1:12:53<20:48, 2.02it/s]
1308
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8548/11074 [1:12:54<20:48, 2.02it/s]
1309
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8549/11074 [1:12:54<20:47, 2.02it/s]
1310
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8550/11074 [1:12:55<20:47, 2.02it/s]{'loss': 3.24, 'grad_norm': 0.24058009684085846, 'learning_rate': 0.00015008725812406143, 'epoch': 10.8}
 
1311
 
1312
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8550/11074 [1:12:55<20:47, 2.02it/s]
1313
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8551/11074 [1:12:55<20:48, 2.02it/s]
1314
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8552/11074 [1:12:56<20:48, 2.02it/s]
1315
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8553/11074 [1:12:56<20:47, 2.02it/s]
1316
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8554/11074 [1:12:57<20:46, 2.02it/s]
1317
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8555/11074 [1:12:57<20:46, 2.02it/s]
1318
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8556/11074 [1:12:58<20:44, 2.02it/s]
1319
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8557/11074 [1:12:58<20:43, 2.02it/s]
1320
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8558/11074 [1:12:59<20:42, 2.03it/s]
1321
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8559/11074 [1:12:59<20:41, 2.03it/s]
1322
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8560/11074 [1:13:00<20:41, 2.03it/s]
1323
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8561/11074 [1:13:00<20:41, 2.02it/s]
1324
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8562/11074 [1:13:01<20:41, 2.02it/s]
1325
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8563/11074 [1:13:01<20:40, 2.02it/s]
1326
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8564/11074 [1:13:02<20:40, 2.02it/s]
1327
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8565/11074 [1:13:02<20:38, 2.03it/s]
1328
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8566/11074 [1:13:03<20:39, 2.02it/s]
1329
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8567/11074 [1:13:03<20:36, 2.03it/s]
1330
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8568/11074 [1:13:04<20:37, 2.03it/s]
1331
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8569/11074 [1:13:04<20:36, 2.03it/s]
1332
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8570/11074 [1:13:04<20:36, 2.02it/s]
1333
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8571/11074 [1:13:05<20:36, 2.02it/s]
1334
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8572/11074 [1:13:05<20:34, 2.03it/s]
1335
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8573/11074 [1:13:06<20:36, 2.02it/s]
1336
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8574/11074 [1:13:06<20:33, 2.03it/s]
1337
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8575/11074 [1:13:07<20:34, 2.02it/s]{'loss': 3.2475, 'grad_norm': 0.23284657299518585, 'learning_rate': 0.00014728347928964547, 'epoch': 10.83}
 
1338
 
1339
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8575/11074 [1:13:07<20:34, 2.02it/s]
1340
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8576/11074 [1:13:07<20:34, 2.02it/s]
1341
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8577/11074 [1:13:08<20:33, 2.02it/s]
1342
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8578/11074 [1:13:08<20:33, 2.02it/s]
1343
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8579/11074 [1:13:09<20:33, 2.02it/s]
1344
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8580/11074 [1:13:09<20:32, 2.02it/s]
1345
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8581/11074 [1:13:10<20:31, 2.02it/s]
1346
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8582/11074 [1:13:10<20:31, 2.02it/s]
1347
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8583/11074 [1:13:11<20:29, 2.03it/s]
1348
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8584/11074 [1:13:11<20:29, 2.02it/s]
1349
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8585/11074 [1:13:12<20:29, 2.02it/s]
1350
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8586/11074 [1:13:12<20:30, 2.02it/s]
1351
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8587/11074 [1:13:13<20:28, 2.02it/s]
1352
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8588/11074 [1:13:13<20:30, 2.02it/s]
1353
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8589/11074 [1:13:14<20:37, 2.01it/s]
1354
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8590/11074 [1:13:14<20:33, 2.01it/s]
1355
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8591/11074 [1:13:15<20:30, 2.02it/s]
1356
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8592/11074 [1:13:15<20:29, 2.02it/s]
1357
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8593/11074 [1:13:16<20:28, 2.02it/s]
1358
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8594/11074 [1:13:16<20:27, 2.02it/s]
1359
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8595/11074 [1:13:17<20:26, 2.02it/s]
1360
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8596/11074 [1:13:17<20:26, 2.02it/s]
1361
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8597/11074 [1:13:18<20:25, 2.02it/s]
1362
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8598/11074 [1:13:18<20:25, 2.02it/s]
1363
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8599/11074 [1:13:19<20:24, 2.02it/s]
1364
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8600/11074 [1:13:19<20:23, 2.02it/s]{'loss': 3.2479, 'grad_norm': 0.2400185614824295, 'learning_rate': 0.00014450160637794786, 'epoch': 10.87}
 
1365
 
1366
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8600/11074 [1:13:19<20:23, 2.02it/s]
1367
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8601/11074 [1:13:20<20:24, 2.02it/s]
1368
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8602/11074 [1:13:20<20:22, 2.02it/s]
1369
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8603/11074 [1:13:21<20:21, 2.02it/s]
1370
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8604/11074 [1:13:21<20:20, 2.02it/s]
1371
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8605/11074 [1:13:22<20:21, 2.02it/s]
1372
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8606/11074 [1:13:22<20:20, 2.02it/s]
1373
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8607/11074 [1:13:23<20:19, 2.02it/s]
1374
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8608/11074 [1:13:23<20:17, 2.02it/s]
1375
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8609/11074 [1:13:24<20:18, 2.02it/s]
1376
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8610/11074 [1:13:24<20:17, 2.02it/s]
1377
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8611/11074 [1:13:25<20:18, 2.02it/s]
1378
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8612/11074 [1:13:25<20:16, 2.02it/s]
1379
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8613/11074 [1:13:26<20:16, 2.02it/s]
1380
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8614/11074 [1:13:26<20:14, 2.02it/s]
1381
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8615/11074 [1:13:27<20:15, 2.02it/s]
1382
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8616/11074 [1:13:27<20:14, 2.02it/s]
1383
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8617/11074 [1:13:28<20:14, 2.02it/s]
1384
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8618/11074 [1:13:28<20:13, 2.02it/s]
1385
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8619/11074 [1:13:29<20:11, 2.03it/s]
1386
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8620/11074 [1:13:29<20:12, 2.02it/s]
1387
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8621/11074 [1:13:30<20:10, 2.03it/s]
1388
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8622/11074 [1:13:30<20:11, 2.02it/s]
1389
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8623/11074 [1:13:31<20:09, 2.03it/s]
1390
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8624/11074 [1:13:31<20:09, 2.03it/s]
1391
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8625/11074 [1:13:32<20:08, 2.03it/s]{'loss': 3.2424, 'grad_norm': 0.24160033464431763, 'learning_rate': 0.00014174181216083863, 'epoch': 10.9}
 
1392
 
1393
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8625/11074 [1:13:32<20:08, 2.03it/s]
1394
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8626/11074 [1:13:32<20:14, 2.02it/s]
1395
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8627/11074 [1:13:33<20:11, 2.02it/s]
1396
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8628/11074 [1:13:33<20:10, 2.02it/s]
1397
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8629/11074 [1:13:34<20:08, 2.02it/s]
1398
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8630/11074 [1:13:34<20:09, 2.02it/s]
1399
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8631/11074 [1:13:35<20:06, 2.02it/s]
1400
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8632/11074 [1:13:35<20:08, 2.02it/s]
1401
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8633/11074 [1:13:36<20:06, 2.02it/s]
1402
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8634/11074 [1:13:36<20:05, 2.02it/s]
1403
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8635/11074 [1:13:37<20:04, 2.02it/s]
1404
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8636/11074 [1:13:37<20:04, 2.02it/s]
1405
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8637/11074 [1:13:38<20:02, 2.03it/s]
1406
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8638/11074 [1:13:38<20:02, 2.03it/s]
1407
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8639/11074 [1:13:39<20:03, 2.02it/s]
1408
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8640/11074 [1:13:39<20:03, 2.02it/s]
1409
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8641/11074 [1:13:40<20:02, 2.02it/s]
1410
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8642/11074 [1:13:40<20:03, 2.02it/s]
1411
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8643/11074 [1:13:41<20:02, 2.02it/s]
1412
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8644/11074 [1:13:41<20:02, 2.02it/s]
1413
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8645/11074 [1:13:42<20:00, 2.02it/s]
1414
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8646/11074 [1:13:42<20:01, 2.02it/s]
1415
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8647/11074 [1:13:43<20:00, 2.02it/s]
1416
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8648/11074 [1:13:43<20:00, 2.02it/s]
1417
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8649/11074 [1:13:44<19:59, 2.02it/s]
1418
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8650/11074 [1:13:44<19:59, 2.02it/s]
1419
  {'loss': 3.2466, 'grad_norm': 0.23945370316505432, 'learning_rate': 0.00013900426803896234, 'epoch': 10.93}
 
1420
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8650/11074 [1:13:44<19:59, 2.02it/s]
1421
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8651/11074 [1:13:45<19:59, 2.02it/s]
1422
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8652/11074 [1:13:45<19:59, 2.02it/s]
1423
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8653/11074 [1:13:46<19:57, 2.02it/s]
1424
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8654/11074 [1:13:46<19:56, 2.02it/s]
1425
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8655/11074 [1:13:47<19:55, 2.02it/s]
1426
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8656/11074 [1:13:47<19:56, 2.02it/s]
1427
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8657/11074 [1:13:48<19:55, 2.02it/s]
1428
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8658/11074 [1:13:48<19:56, 2.02it/s]
1429
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8659/11074 [1:13:49<19:54, 2.02it/s]
1430
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8660/11074 [1:13:49<19:55, 2.02it/s]
1431
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8661/11074 [1:13:49<19:53, 2.02it/s]
1432
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8662/11074 [1:13:50<19:52, 2.02it/s]
1433
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8663/11074 [1:13:50<19:52, 2.02it/s]
1434
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8664/11074 [1:13:51<19:50, 2.02it/s]
1435
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8665/11074 [1:13:51<19:51, 2.02it/s]
1436
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8666/11074 [1:13:52<19:51, 2.02it/s]
1437
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8667/11074 [1:13:52<19:50, 2.02it/s]
1438
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8668/11074 [1:13:53<19:48, 2.02it/s]
1439
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8669/11074 [1:13:53<19:49, 2.02it/s]
1440
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8670/11074 [1:13:54<19:48, 2.02it/s]
1441
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8671/11074 [1:13:54<19:48, 2.02it/s]
1442
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8672/11074 [1:13:55<19:48, 2.02it/s]
1443
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8673/11074 [1:13:55<19:47, 2.02it/s]
1444
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8674/11074 [1:13:56<19:47, 2.02it/s]
1445
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8675/11074 [1:13:56<19:46, 2.02it/s]
1446
 
 
1447
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8675/11074 [1:13:56<19:46, 2.02it/s]
1448
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8676/11074 [1:13:57<19:46, 2.02it/s]
1449
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8677/11074 [1:13:57<19:45, 2.02it/s]
1450
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8678/11074 [1:13:58<19:45, 2.02it/s]
1451
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8679/11074 [1:13:58<19:43, 2.02it/s]
1452
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8680/11074 [1:13:59<19:44, 2.02it/s]
1453
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8681/11074 [1:13:59<19:43, 2.02it/s]
1454
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8682/11074 [1:14:00<19:42, 2.02it/s]
1455
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8683/11074 [1:14:00<19:42, 2.02it/s]
1456
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8684/11074 [1:14:01<19:41, 2.02it/s]
1457
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8685/11074 [1:14:01<19:41, 2.02it/s]
1458
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8686/11074 [1:14:02<19:42, 2.02it/s]
1459
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8687/11074 [1:14:02<19:41, 2.02it/s]
1460
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8688/11074 [1:14:03<19:40, 2.02it/s]
1461
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8689/11074 [1:14:03<19:39, 2.02it/s]
1462
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8690/11074 [1:14:04<19:40, 2.02it/s]
1463
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8691/11074 [1:14:04<19:40, 2.02it/s]
1464
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8692/11074 [1:14:05<19:38, 2.02it/s]
1465
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8693/11074 [1:14:05<19:37, 2.02it/s]
1466
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8694/11074 [1:14:06<19:36, 2.02it/s]
1467
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8695/11074 [1:14:06<19:36, 2.02it/s]
1468
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8696/11074 [1:14:07<19:35, 2.02it/s]
1469
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8697/11074 [1:14:07<19:35, 2.02it/s]
1470
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8698/11074 [1:14:08<19:35, 2.02it/s]
1471
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8699/11074 [1:14:08<19:34, 2.02it/s]
1472
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8700/11074 [1:14:09<19:33, 2.02it/s]{'loss': 3.2503, 'grad_norm': 0.24186570942401886, 'learning_rate': 0.000133596608763568, 'epoch': 10.99}
 
1473
 
1474
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8700/11074 [1:14:09<19:33, 2.02it/s]
1475
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8701/11074 [1:14:09<19:34, 2.02it/s]
1476
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8702/11074 [1:14:10<19:34, 2.02it/s]
1477
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8703/11074 [1:14:10<19:33, 2.02it/s]
1478
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8704/11074 [1:14:11<19:33, 2.02it/s]
1479
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8705/11074 [1:14:11<19:31, 2.02it/s]
1480
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8706/11074 [1:14:12<20:00, 1.97it/s]
1481
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8707/11074 [1:14:24<2:38:17, 4.01s/it]
1482
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8708/11074 [1:14:24<1:56:41, 2.96s/it]
1483
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8709/11074 [1:14:25<1:27:30, 2.22s/it]
1484
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8710/11074 [1:14:25<1:07:12, 1.71s/it]
1485
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8711/11074 [1:14:26<52:50, 1.34s/it]
1486
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8712/11074 [1:14:26<42:50, 1.09s/it]
1487
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8713/11074 [1:14:27<35:46, 1.10it/s]
1488
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8714/11074 [1:14:27<30:52, 1.27it/s]
1489
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8715/11074 [1:14:28<27:25, 1.43it/s]
1490
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8716/11074 [1:14:28<25:00, 1.57it/s]
1491
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8717/11074 [1:14:29<23:20, 1.68it/s]
1492
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8718/11074 [1:14:29<22:07, 1.77it/s]
1493
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8719/11074 [1:14:30<21:26, 1.83it/s]
1494
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8720/11074 [1:14:30<20:52, 1.88it/s]
1495
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8721/11074 [1:14:31<20:27, 1.92it/s]
1496
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8722/11074 [1:14:31<20:06, 1.95it/s]
1497
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8723/11074 [1:14:32<19:52, 1.97it/s]
1498
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8724/11074 [1:14:32<19:42, 1.99it/s]
1499
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8725/11074 [1:14:33<19:37, 2.00it/s]
1500
  {'loss': 3.1825, 'grad_norm': 0.2393781691789627, 'learning_rate': 0.0001309268294598309, 'epoch': 11.02}
 
1501
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8725/11074 [1:14:33<19:37, 2.00it/s]
1502
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8726/11074 [1:14:33<19:32, 2.00it/s]
1503
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8727/11074 [1:14:34<19:28, 2.01it/s]
1504
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8728/11074 [1:14:34<19:27, 2.01it/s]
1505
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8729/11074 [1:14:35<19:24, 2.01it/s]
1506
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8730/11074 [1:14:35<19:22, 2.02it/s]
1507
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8731/11074 [1:14:36<19:23, 2.01it/s]
1508
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8732/11074 [1:14:36<19:22, 2.01it/s]
1509
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8733/11074 [1:14:37<19:21, 2.01it/s]
1510
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8734/11074 [1:14:37<19:20, 2.02it/s]
1511
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8735/11074 [1:14:38<19:17, 2.02it/s]
1512
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8736/11074 [1:14:38<19:15, 2.02it/s]
1513
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8737/11074 [1:14:39<19:15, 2.02it/s]
 
536
 
537
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7850/11074 [1:06:57<26:33, 2.02it/s]
538
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7851/11074 [1:06:58<26:34, 2.02it/s]
539
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7852/11074 [1:06:58<26:34, 2.02it/s]
540
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7853/11074 [1:06:59<26:32, 2.02it/s]
541
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7854/11074 [1:06:59<26:32, 2.02it/s]
542
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7855/11074 [1:07:00<26:30, 2.02it/s]
543
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7856/11074 [1:07:00<26:30, 2.02it/s]
544
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7857/11074 [1:07:01<26:28, 2.02it/s]
545
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7858/11074 [1:07:01<26:29, 2.02it/s]
546
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7859/11074 [1:07:02<26:27, 2.02it/s]
547
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7860/11074 [1:07:02<26:27, 2.02it/s]
548
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7861/11074 [1:07:03<26:27, 2.02it/s]
549
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7862/11074 [1:07:03<26:26, 2.02it/s]
550
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7863/11074 [1:07:04<26:26, 2.02it/s]
551
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7864/11074 [1:07:04<26:24, 2.03it/s]
552
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7865/11074 [1:07:05<26:23, 2.03it/s]
553
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7866/11074 [1:07:05<26:23, 2.03it/s]
554
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7867/11074 [1:07:06<26:23, 2.02it/s]
555
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7868/11074 [1:07:06<26:22, 2.03it/s]
556
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7869/11074 [1:07:07<26:21, 2.03it/s]
557
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7870/11074 [1:07:07<26:21, 2.03it/s]
558
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7871/11074 [1:07:07<26:20, 2.03it/s]
559
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7872/11074 [1:07:08<26:20, 2.03it/s]
560
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7873/11074 [1:07:08<26:20, 2.03it/s]
561
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7874/11074 [1:07:09<26:19, 2.03it/s]
562
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7875/11074 [1:07:09<26:19, 2.03it/s]
563
  {'loss': 3.3077, 'grad_norm': 0.23198536038398743, 'learning_rate': 0.0002334027221578824, 'epoch': 9.95}
564
 
565
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7875/11074 [1:07:09<26:19, 2.03it/s]
566
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7876/11074 [1:07:10<26:22, 2.02it/s]
567
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7877/11074 [1:07:10<26:21, 2.02it/s]
568
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7878/11074 [1:07:11<26:21, 2.02it/s]
569
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7879/11074 [1:07:11<26:20, 2.02it/s]
570
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7880/11074 [1:07:12<26:18, 2.02it/s]
571
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7881/11074 [1:07:12<26:18, 2.02it/s]
572
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7882/11074 [1:07:13<26:18, 2.02it/s]
573
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7883/11074 [1:07:13<26:15, 2.02it/s]
574
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7884/11074 [1:07:14<26:15, 2.02it/s]
575
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7885/11074 [1:07:14<26:13, 2.03it/s]
576
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7886/11074 [1:07:15<26:13, 2.03it/s]
577
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7887/11074 [1:07:15<26:13, 2.03it/s]
578
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7888/11074 [1:07:16<26:11, 2.03it/s]
579
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7889/11074 [1:07:16<26:12, 2.02it/s]
580
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7890/11074 [1:07:17<26:10, 2.03it/s]
581
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7891/11074 [1:07:17<26:11, 2.02it/s]
582
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7892/11074 [1:07:18<26:08, 2.03it/s]
583
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7893/11074 [1:07:18<26:10, 2.03it/s]
584
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7894/11074 [1:07:19<26:10, 2.03it/s]
585
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7895/11074 [1:07:19<26:09, 2.03it/s]
586
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7896/11074 [1:07:20<26:09, 2.03it/s]
587
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7897/11074 [1:07:20<26:09, 2.02it/s]
588
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7898/11074 [1:07:21<26:08, 2.03it/s]
589
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7899/11074 [1:07:21<26:06, 2.03it/s]
590
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7900/11074 [1:07:22<26:06, 2.03it/s]{'loss': 3.3093, 'grad_norm': 0.23056922852993011, 'learning_rate': 0.00023007749594435663, 'epoch': 9.98}
591
 
592
 
593
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7900/11074 [1:07:22<26:06, 2.03it/s]
594
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7901/11074 [1:07:22<26:09, 2.02it/s]
595
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7902/11074 [1:07:23<26:09, 2.02it/s]
596
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7903/11074 [1:07:23<26:07, 2.02it/s]
597
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7904/11074 [1:07:24<26:06, 2.02it/s]
598
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7905/11074 [1:07:24<26:05, 2.02it/s]
599
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7906/11074 [1:07:25<26:03, 2.03it/s]
600
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7907/11074 [1:07:25<26:03, 2.03it/s]
601
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7908/11074 [1:07:26<26:01, 2.03it/s]
602
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7909/11074 [1:07:26<26:01, 2.03it/s]
603
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7910/11074 [1:07:27<26:01, 2.03it/s]
604
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7911/11074 [1:07:27<25:59, 2.03it/s]
605
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7912/11074 [1:07:28<25:59, 2.03it/s]
606
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7913/11074 [1:07:28<25:58, 2.03it/s]
607
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7914/11074 [1:07:29<26:00, 2.03it/s]
608
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7915/11074 [1:07:29<25:45, 2.04it/s]
609
  71%|β–ˆοΏ½οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7916/11074 [1:07:41<3:26:15, 3.92s/it]
610
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7917/11074 [1:07:42<2:32:17, 2.89s/it]
611
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7918/11074 [1:07:42<1:54:19, 2.17s/it]
612
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7919/11074 [1:07:43<1:27:47, 1.67s/it]
613
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7920/11074 [1:07:43<1:09:13, 1.32s/it]
614
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7921/11074 [1:07:44<56:14, 1.07s/it]
615
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7922/11074 [1:07:44<47:07, 1.11it/s]
616
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7923/11074 [1:07:45<40:57, 1.28it/s]
617
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7924/11074 [1:07:45<36:26, 1.44it/s]
618
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7925/11074 [1:07:46<33:16, 1.58it/s]
619
 
 
620
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7925/11074 [1:07:46<33:16, 1.58it/s]
621
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7926/11074 [1:07:46<31:04, 1.69it/s]
622
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7927/11074 [1:07:47<29:32, 1.78it/s]
623
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7928/11074 [1:07:47<28:29, 1.84it/s]
624
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7929/11074 [1:07:48<27:42, 1.89it/s]
625
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7930/11074 [1:07:48<27:10, 1.93it/s]
626
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7931/11074 [1:07:49<26:47, 1.96it/s]
627
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7932/11074 [1:07:49<26:30, 1.98it/s]
628
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7933/11074 [1:07:50<26:19, 1.99it/s]
629
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7934/11074 [1:07:50<26:10, 2.00it/s]
630
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7935/11074 [1:07:51<26:03, 2.01it/s]
631
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7936/11074 [1:07:51<25:59, 2.01it/s]
632
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7937/11074 [1:07:52<25:55, 2.02it/s]
633
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7938/11074 [1:07:52<25:52, 2.02it/s]
634
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7939/11074 [1:07:53<25:50, 2.02it/s]
635
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7940/11074 [1:07:53<25:54, 2.02it/s]
636
+
637
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7925/11074 [1:07:46<33:16, 1.58it/s]
638
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7926/11074 [1:07:46<31:04, 1.69it/s]
639
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7927/11074 [1:07:47<29:32, 1.78it/s]
640
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7928/11074 [1:07:47<28:29, 1.84it/s]
641
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7929/11074 [1:07:48<27:42, 1.89it/s]
642
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7930/11074 [1:07:48<27:10, 1.93it/s]
643
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7931/11074 [1:07:49<26:47, 1.96it/s]
644
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7932/11074 [1:07:49<26:30, 1.98it/s]
645
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7933/11074 [1:07:50<26:19, 1.99it/s]
646
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7934/11074 [1:07:50<26:10, 2.00it/s]
647
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7935/11074 [1:07:51<26:03, 2.01it/s]
648
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7936/11074 [1:07:51<25:59, 2.01it/s]
649
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7937/11074 [1:07:52<25:55, 2.02it/s]
650
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7938/11074 [1:07:52<25:52, 2.02it/s]
651
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7939/11074 [1:07:53<25:50, 2.02it/s]
652
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7940/11074 [1:07:53<25:54, 2.02it/s]
653
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7941/11074 [1:07:54<25:57, 2.01it/s]
654
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7942/11074 [1:07:54<25:51, 2.02it/s]
655
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7943/11074 [1:07:55<25:51, 2.02it/s]
656
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7944/11074 [1:07:55<25:47, 2.02it/s]
657
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7945/11074 [1:07:55<25:47, 2.02it/s]
658
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7946/11074 [1:07:56<25:44, 2.03it/s]
659
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7947/11074 [1:07:56<25:43, 2.03it/s]
660
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7948/11074 [1:07:57<25:43, 2.02it/s]
661
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7949/11074 [1:07:57<25:41, 2.03it/s]
662
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7950/11074 [1:07:58<25:42, 2.03it/s]{'loss': 3.2027, 'grad_norm': 0.23849323391914368, 'learning_rate': 0.00022347754066845987, 'epoch': 10.04}
663
 
664
+
665
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7950/11074 [1:07:58<25:42, 2.03it/s]
666
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7951/11074 [1:07:58<25:44, 2.02it/s]
667
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7952/11074 [1:07:59<25:42, 2.02it/s]
668
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7953/11074 [1:07:59<25:40, 2.03it/s]
669
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7954/11074 [1:08:00<25:40, 2.03it/s]
670
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7955/11074 [1:08:00<25:38, 2.03it/s]
671
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7956/11074 [1:08:01<25:38, 2.03it/s]
672
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7957/11074 [1:08:01<25:38, 2.03it/s]
673
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7958/11074 [1:08:02<25:38, 2.02it/s]
674
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7959/11074 [1:08:02<25:39, 2.02it/s]
675
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7960/11074 [1:08:03<25:36, 2.03it/s]
676
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7961/11074 [1:08:03<25:36, 2.03it/s]
677
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7962/11074 [1:08:04<25:35, 2.03it/s]
678
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7963/11074 [1:08:04<25:35, 2.03it/s]
679
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7964/11074 [1:08:05<25:34, 2.03it/s]
680
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7965/11074 [1:08:05<25:34, 2.03it/s]
681
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7966/11074 [1:08:06<25:35, 2.02it/s]
682
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7967/11074 [1:08:06<25:35, 2.02it/s]
683
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7968/11074 [1:08:07<25:35, 2.02it/s]
684
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7969/11074 [1:08:07<25:34, 2.02it/s]
685
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7970/11074 [1:08:08<25:33, 2.02it/s]
686
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7971/11074 [1:08:08<25:33, 2.02it/s]
687
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7972/11074 [1:08:09<25:32, 2.02it/s]
688
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7973/11074 [1:08:09<25:30, 2.03it/s]
689
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7974/11074 [1:08:10<25:30, 2.03it/s]
690
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7975/11074 [1:08:10<25:29, 2.03it/s]{'loss': 3.1925, 'grad_norm': 0.2428920567035675, 'learning_rate': 0.00022020322150497878, 'epoch': 10.08}
691
 
692
+
693
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7975/11074 [1:08:10<25:29, 2.03it/s]
694
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7976/11074 [1:08:11<25:30, 2.02it/s]
695
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7977/11074 [1:08:11<25:29, 2.02it/s]
696
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7978/11074 [1:08:12<25:30, 2.02it/s]
697
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7979/11074 [1:08:12<25:29, 2.02it/s]
698
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7980/11074 [1:08:13<25:29, 2.02it/s]
699
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7981/11074 [1:08:13<25:28, 2.02it/s]
700
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7982/11074 [1:08:14<25:26, 2.03it/s]
701
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7983/11074 [1:08:14<25:27, 2.02it/s]
702
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7984/11074 [1:08:15<25:24, 2.03it/s]
703
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7985/11074 [1:08:15<25:25, 2.03it/s]
704
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7986/11074 [1:08:16<25:23, 2.03it/s]
705
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7987/11074 [1:08:16<25:24, 2.03it/s]
706
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7988/11074 [1:08:17<25:23, 2.03it/s]
707
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7989/11074 [1:08:17<25:20, 2.03it/s]
708
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7990/11074 [1:08:18<25:22, 2.03it/s]
709
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7991/11074 [1:08:18<25:21, 2.03it/s]
710
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7992/11074 [1:08:19<25:22, 2.02it/s]
711
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7993/11074 [1:08:19<25:20, 2.03it/s]
712
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7994/11074 [1:08:20<25:21, 2.02it/s]
713
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7995/11074 [1:08:20<25:20, 2.03it/s]
714
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7996/11074 [1:08:21<25:19, 2.03it/s]
715
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7997/11074 [1:08:21<25:19, 2.02it/s]
716
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7998/11074 [1:08:22<25:17, 2.03it/s]
717
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7999/11074 [1:08:22<25:18, 2.03it/s]
718
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8000/11074 [1:08:23<25:15, 2.03it/s]
719
  {'loss': 3.2116, 'grad_norm': 0.23470519483089447, 'learning_rate': 0.00021694627948786466, 'epoch': 10.11}
720
+
721
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8000/11074 [1:08:23<25:15, 2.03it/s]
722
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8001/11074 [1:08:23<25:18, 2.02it/s]
723
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8002/11074 [1:08:24<25:17, 2.02it/s]
724
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8003/11074 [1:08:24<25:17, 2.02it/s]
725
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8004/11074 [1:08:25<25:16, 2.02it/s]
726
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8005/11074 [1:08:25<25:16, 2.02it/s]
727
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8006/11074 [1:08:26<25:16, 2.02it/s]
728
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8007/11074 [1:08:26<25:15, 2.02it/s]
729
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8008/11074 [1:08:27<25:14, 2.03it/s]
730
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8009/11074 [1:08:27<25:12, 2.03it/s]
731
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8010/11074 [1:08:28<25:12, 2.03it/s]
732
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8011/11074 [1:08:28<25:11, 2.03it/s]
733
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8012/11074 [1:08:29<25:11, 2.03it/s]
734
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8013/11074 [1:08:29<25:11, 2.02it/s]
735
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8014/11074 [1:08:30<25:11, 2.02it/s]
736
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8015/11074 [1:08:30<25:10, 2.02it/s]
737
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8016/11074 [1:08:31<25:10, 2.02it/s]
738
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8017/11074 [1:08:31<25:10, 2.02it/s]
739
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8018/11074 [1:08:32<25:08, 2.03it/s]
740
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8019/11074 [1:08:32<25:10, 2.02it/s]
741
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8020/11074 [1:08:33<25:07, 2.03it/s]
742
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8021/11074 [1:08:33<25:08, 2.02it/s]
743
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8022/11074 [1:08:34<25:06, 2.03it/s]
744
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8023/11074 [1:08:34<25:07, 2.02it/s]
745
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8024/11074 [1:08:34<25:07, 2.02it/s]
746
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8025/11074 [1:08:35<25:07, 2.02it/s]
747
  {'loss': 3.2031, 'grad_norm': 0.24160942435264587, 'learning_rate': 0.00021370691689377887, 'epoch': 10.14}
748
+
749
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8025/11074 [1:08:35<25:07, 2.02it/s]
750
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8026/11074 [1:08:35<25:08, 2.02it/s]
751
  72%|β–ˆβ–ˆοΏ½οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ– | 8027/11074 [1:08:36<25:06, 2.02it/s]
752
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8028/11074 [1:08:36<25:05, 2.02it/s]
753
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8029/11074 [1:08:37<25:04, 2.02it/s]
754
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8030/11074 [1:08:37<25:03, 2.02it/s]
755
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8031/11074 [1:08:38<25:02, 2.03it/s]
756
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8032/11074 [1:08:38<25:02, 2.02it/s]
757
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8033/11074 [1:08:39<25:03, 2.02it/s]
758
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8034/11074 [1:08:39<25:02, 2.02it/s]
759
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8035/11074 [1:08:40<25:01, 2.02it/s]
760
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8036/11074 [1:08:40<25:01, 2.02it/s]
761
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8037/11074 [1:08:41<24:59, 2.03it/s]
762
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8038/11074 [1:08:41<24:59, 2.02it/s]
763
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8039/11074 [1:08:42<24:58, 2.03it/s]
764
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8040/11074 [1:08:42<24:58, 2.02it/s]
765
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8041/11074 [1:08:43<24:58, 2.02it/s]
766
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8042/11074 [1:08:43<24:57, 2.03it/s]
767
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8043/11074 [1:08:44<25:14, 2.00it/s]
768
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8044/11074 [1:08:44<25:08, 2.01it/s]
769
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8045/11074 [1:08:45<25:03, 2.01it/s]
770
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8046/11074 [1:08:45<25:00, 2.02it/s]
771
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8047/11074 [1:08:46<24:58, 2.02it/s]
772
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8048/11074 [1:08:46<24:57, 2.02it/s]
773
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8049/11074 [1:08:47<24:57, 2.02it/s]
774
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8050/11074 [1:08:47<24:55, 2.02it/s]
775
 
776
+
777
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8050/11074 [1:08:47<24:55, 2.02it/s]
778
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8051/11074 [1:08:48<24:56, 2.02it/s]
779
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8052/11074 [1:08:48<24:55, 2.02it/s]
780
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8053/11074 [1:08:49<24:55, 2.02it/s]
781
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8054/11074 [1:08:49<24:53, 2.02it/s]
782
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8055/11074 [1:08:50<24:52, 2.02it/s]
783
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8056/11074 [1:08:50<24:52, 2.02it/s]
784
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8057/11074 [1:08:51<24:49, 2.03it/s]
785
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8058/11074 [1:08:51<24:49, 2.02it/s]
786
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8059/11074 [1:08:52<24:48, 2.02it/s]
787
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8060/11074 [1:08:52<24:48, 2.02it/s]
788
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8061/11074 [1:08:53<24:47, 2.03it/s]
789
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8062/11074 [1:08:53<24:47, 2.02it/s]
790
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8063/11074 [1:08:54<24:47, 2.02it/s]
791
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8064/11074 [1:08:54<24:44, 2.03it/s]
792
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8065/11074 [1:08:55<24:45, 2.03it/s]
793
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8066/11074 [1:08:55<24:43, 2.03it/s]
794
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8067/11074 [1:08:56<24:44, 2.03it/s]
795
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8068/11074 [1:08:56<24:43, 2.03it/s]
796
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8069/11074 [1:08:57<24:43, 2.03it/s]
797
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8070/11074 [1:08:57<24:42, 2.03it/s]
798
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8071/11074 [1:08:58<24:42, 2.03it/s]
799
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8072/11074 [1:08:58<24:44, 2.02it/s]
800
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8073/11074 [1:08:59<24:44, 2.02it/s]
801
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8074/11074 [1:08:59<24:43, 2.02it/s]
802
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8075/11074 [1:09:00<24:43, 2.02it/s]
803
 
804
+
805
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8075/11074 [1:09:00<24:43, 2.02it/s]
806
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8076/11074 [1:09:00<24:43, 2.02it/s]
807
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8077/11074 [1:09:01<24:42, 2.02it/s]
808
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8078/11074 [1:09:01<24:41, 2.02it/s]
809
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8079/11074 [1:09:02<24:38, 2.03it/s]
810
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8080/11074 [1:09:02<24:38, 2.02it/s]
811
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8081/11074 [1:09:03<24:35, 2.03it/s]
812
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8082/11074 [1:09:03<24:37, 2.03it/s]
813
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8083/11074 [1:09:04<24:36, 2.03it/s]
814
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8084/11074 [1:09:04<24:35, 2.03it/s]
815
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8085/11074 [1:09:05<24:34, 2.03it/s]
816
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8086/11074 [1:09:05<24:33, 2.03it/s]
817
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8087/11074 [1:09:06<24:34, 2.03it/s]
818
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8088/11074 [1:09:06<24:31, 2.03it/s]
819
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8089/11074 [1:09:07<24:32, 2.03it/s]
820
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8090/11074 [1:09:07<24:31, 2.03it/s]
821
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8091/11074 [1:09:08<24:32, 2.03it/s]
822
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8092/11074 [1:09:08<24:31, 2.03it/s]
823
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8093/11074 [1:09:09<24:31, 2.03it/s]
824
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8094/11074 [1:09:09<24:31, 2.03it/s]
825
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8095/11074 [1:09:10<24:31, 2.02it/s]
826
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8096/11074 [1:09:10<24:30, 2.02it/s]
827
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8097/11074 [1:09:11<24:31, 2.02it/s]
828
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8098/11074 [1:09:11<24:30, 2.02it/s]
829
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8099/11074 [1:09:12<24:28, 2.03it/s]
830
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8100/11074 [1:09:12<24:29, 2.02it/s]{'loss': 3.2194, 'grad_norm': 0.23723545670509338, 'learning_rate': 0.00020409631196450457, 'epoch': 10.23}
831
+
832
 
833
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8100/11074 [1:09:12<24:29, 2.02it/s]
834
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8101/11074 [1:09:13<24:28, 2.02it/s]
835
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8102/11074 [1:09:13<24:28, 2.02it/s]
836
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8103/11074 [1:09:14<24:26, 2.03it/s]
837
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8104/11074 [1:09:14<24:26, 2.03it/s]
838
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8105/11074 [1:09:15<24:24, 2.03it/s]
839
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8106/11074 [1:09:15<24:25, 2.03it/s]
840
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8107/11074 [1:09:16<24:25, 2.02it/s]
841
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8108/11074 [1:09:16<24:24, 2.03it/s]
842
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8109/11074 [1:09:16<24:24, 2.02it/s]
843
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8110/11074 [1:09:17<24:22, 2.03it/s]
844
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8111/11074 [1:09:17<24:23, 2.03it/s]
845
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8112/11074 [1:09:18<24:21, 2.03it/s]
846
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8113/11074 [1:09:18<24:22, 2.03it/s]
847
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8114/11074 [1:09:19<24:20, 2.03it/s]
848
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8115/11074 [1:09:19<24:19, 2.03it/s]
849
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8116/11074 [1:09:20<24:20, 2.03it/s]
850
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8117/11074 [1:09:20<24:17, 2.03it/s]
851
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8118/11074 [1:09:21<24:19, 2.03it/s]
852
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8119/11074 [1:09:21<24:17, 2.03it/s]
853
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8120/11074 [1:09:22<24:17, 2.03it/s]
854
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8121/11074 [1:09:22<24:17, 2.03it/s]
855
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8122/11074 [1:09:23<24:17, 2.03it/s]
856
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8123/11074 [1:09:23<24:17, 2.02it/s]
857
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8124/11074 [1:09:24<24:15, 2.03it/s]
858
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8125/11074 [1:09:24<24:16, 2.02it/s]
859
 
860
+
861
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8125/11074 [1:09:24<24:16, 2.02it/s]
862
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8126/11074 [1:09:25<24:16, 2.02it/s]
863
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8127/11074 [1:09:25<24:18, 2.02it/s]
864
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8128/11074 [1:09:26<24:15, 2.02it/s]
865
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8129/11074 [1:09:26<24:14, 2.02it/s]
866
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8130/11074 [1:09:27<24:13, 2.03it/s]
867
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8131/11074 [1:09:27<24:14, 2.02it/s]
868
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8132/11074 [1:09:28<24:13, 2.02it/s]
869
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8133/11074 [1:09:28<24:14, 2.02it/s]
870
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8134/11074 [1:09:29<24:13, 2.02it/s]
871
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8135/11074 [1:09:29<24:12, 2.02it/s]
872
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8136/11074 [1:09:30<24:11, 2.02it/s]
873
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8137/11074 [1:09:30<24:11, 2.02it/s]
874
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8138/11074 [1:09:31<24:11, 2.02it/s]
875
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8139/11074 [1:09:31<24:10, 2.02it/s]
876
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8140/11074 [1:09:32<24:10, 2.02it/s]
877
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8141/11074 [1:09:32<24:10, 2.02it/s]
878
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8142/11074 [1:09:33<24:08, 2.02it/s]
879
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8143/11074 [1:09:33<24:07, 2.02it/s]
880
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8144/11074 [1:09:34<24:06, 2.03it/s]
881
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8145/11074 [1:09:34<24:06, 2.03it/s]
882
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8146/11074 [1:09:35<24:05, 2.03it/s]
883
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8147/11074 [1:09:35<24:05, 2.03it/s]
884
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8148/11074 [1:09:36<24:05, 2.02it/s]
885
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8149/11074 [1:09:36<24:04, 2.02it/s]
886
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8150/11074 [1:09:37<24:04, 2.02it/s]
887
  {'loss': 3.2225, 'grad_norm': 0.23790352046489716, 'learning_rate': 0.00019778079782860702, 'epoch': 10.3}
888
+
889
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8150/11074 [1:09:37<24:04, 2.02it/s]
890
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8151/11074 [1:09:37<24:05, 2.02it/s]
891
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8152/11074 [1:09:38<24:05, 2.02it/s]
892
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8153/11074 [1:09:38<24:04, 2.02it/s]
893
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8154/11074 [1:09:39<24:04, 2.02it/s]
894
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8155/11074 [1:09:39<24:03, 2.02it/s]
895
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8156/11074 [1:09:40<24:01, 2.02it/s]
896
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8157/11074 [1:09:40<24:00, 2.03it/s]
897
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8158/11074 [1:09:41<23:59, 2.03it/s]
898
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8159/11074 [1:09:41<23:58, 2.03it/s]
899
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8160/11074 [1:09:42<23:58, 2.03it/s]
900
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8161/11074 [1:09:42<23:56, 2.03it/s]
901
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8162/11074 [1:09:43<23:56, 2.03it/s]
902
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8163/11074 [1:09:43<23:55, 2.03it/s]
903
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8164/11074 [1:09:44<23:55, 2.03it/s]
904
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8165/11074 [1:09:44<23:55, 2.03it/s]
905
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8166/11074 [1:09:45<23:54, 2.03it/s]
906
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8167/11074 [1:09:45<23:55, 2.03it/s]
907
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8168/11074 [1:09:46<23:53, 2.03it/s]
908
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8169/11074 [1:09:46<23:53, 2.03it/s]
909
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8170/11074 [1:09:47<23:51, 2.03it/s]
910
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8171/11074 [1:09:47<23:49, 2.03it/s]
911
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8172/11074 [1:09:48<23:51, 2.03it/s]
912
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8173/11074 [1:09:48<23:49, 2.03it/s]
913
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8174/11074 [1:09:49<23:49, 2.03it/s]
914
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8175/11074 [1:09:49<23:49, 2.03it/s]
915
  {'loss': 3.2276, 'grad_norm': 0.2349643111228943, 'learning_rate': 0.00019465109757138034, 'epoch': 10.33}
916
+
917
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8175/11074 [1:09:49<23:49, 2.03it/s]
918
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8176/11074 [1:09:50<23:50, 2.03it/s]
919
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8177/11074 [1:09:50<23:51, 2.02it/s]
920
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8178/11074 [1:09:51<23:51, 2.02it/s]
921
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8179/11074 [1:09:51<23:50, 2.02it/s]
922
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8180/11074 [1:09:52<23:48, 2.03it/s]
923
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8181/11074 [1:09:52<23:48, 2.02it/s]
924
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8182/11074 [1:09:53<23:47, 2.03it/s]
925
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8183/11074 [1:09:53<23:47, 2.03it/s]
926
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8184/11074 [1:09:54<23:47, 2.02it/s]
927
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8185/11074 [1:09:54<23:47, 2.02it/s]
928
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8186/11074 [1:09:55<23:46, 2.02it/s]
929
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8187/11074 [1:09:55<23:45, 2.03it/s]
930
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8188/11074 [1:09:56<23:43, 2.03it/s]
931
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8189/11074 [1:09:56<23:45, 2.02it/s]
932
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8190/11074 [1:09:56<23:44, 2.03it/s]
933
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8191/11074 [1:09:57<23:43, 2.03it/s]
934
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8192/11074 [1:09:57<23:43, 2.02it/s]
935
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8193/11074 [1:09:58<23:44, 2.02it/s]
936
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8194/11074 [1:09:58<23:43, 2.02it/s]
937
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8195/11074 [1:09:59<23:41, 2.03it/s]
938
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8196/11074 [1:09:59<23:41, 2.02it/s]
939
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8197/11074 [1:10:00<23:39, 2.03it/s]
940
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8198/11074 [1:10:00<23:39, 2.03it/s]
941
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8199/11074 [1:10:01<23:39, 2.03it/s]
942
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8200/11074 [1:10:01<23:39, 2.02it/s]
943
 
944
+
945
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8200/11074 [1:10:01<23:39, 2.02it/s]
946
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8201/11074 [1:10:02<23:39, 2.02it/s]
947
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8202/11074 [1:10:02<23:39, 2.02it/s]
948
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8203/11074 [1:10:03<23:38, 2.02it/s]
949
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8204/11074 [1:10:03<23:38, 2.02it/s]
950
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8205/11074 [1:10:04<23:37, 2.02it/s]
951
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8206/11074 [1:10:04<23:34, 2.03it/s]
952
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8207/11074 [1:10:05<23:35, 2.03it/s]
953
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8208/11074 [1:10:05<23:32, 2.03it/s]
954
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8209/11074 [1:10:06<23:33, 2.03it/s]
955
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8210/11074 [1:10:06<23:32, 2.03it/s]
956
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8211/11074 [1:10:07<23:32, 2.03it/s]
957
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8212/11074 [1:10:07<23:33, 2.03it/s]
958
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8213/11074 [1:10:08<23:32, 2.03it/s]
959
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8214/11074 [1:10:08<23:32, 2.02it/s]
960
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8215/11074 [1:10:09<23:33, 2.02it/s]
961
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8216/11074 [1:10:09<23:32, 2.02it/s]
962
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8217/11074 [1:10:10<23:31, 2.02it/s]
963
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8218/11074 [1:10:10<23:31, 2.02it/s]
964
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8219/11074 [1:10:11<23:29, 2.03it/s]
965
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½β–ˆβ– | 8220/11074 [1:10:11<23:30, 2.02it/s]
966
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8221/11074 [1:10:12<23:29, 2.02it/s]
967
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8222/11074 [1:10:12<23:28, 2.02it/s]
968
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8223/11074 [1:10:13<23:27, 2.03it/s]
969
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8224/11074 [1:10:13<23:27, 2.02it/s]
970
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8225/11074 [1:10:14<23:27, 2.02it/s]{'loss': 3.2261, 'grad_norm': 0.24224504828453064, 'learning_rate': 0.00018844878253702113, 'epoch': 10.39}
971
 
972
+
973
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8225/11074 [1:10:14<23:27, 2.02it/s]
974
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8226/11074 [1:10:14<23:29, 2.02it/s]
975
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8227/11074 [1:10:15<23:26, 2.02it/s]
976
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8228/11074 [1:10:15<23:27, 2.02it/s]
977
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8229/11074 [1:10:16<23:24, 2.02it/s]
978
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8230/11074 [1:10:16<23:25, 2.02it/s]
979
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8231/11074 [1:10:17<23:25, 2.02it/s]
980
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8232/11074 [1:10:17<23:24, 2.02it/s]
981
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8233/11074 [1:10:18<23:23, 2.02it/s]
982
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8234/11074 [1:10:18<23:23, 2.02it/s]
983
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8235/11074 [1:10:19<23:22, 2.02it/s]
984
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8236/11074 [1:10:19<23:21, 2.03it/s]
985
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8237/11074 [1:10:20<23:21, 2.02it/s]
986
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8238/11074 [1:10:20<23:19, 2.03it/s]
987
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8239/11074 [1:10:21<23:20, 2.02it/s]
988
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8240/11074 [1:10:21<23:18, 2.03it/s]
989
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8241/11074 [1:10:22<23:20, 2.02it/s]
990
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8242/11074 [1:10:22<23:18, 2.03it/s]
991
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8243/11074 [1:10:23<23:18, 2.02it/s]
992
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8244/11074 [1:10:23<23:16, 2.03it/s]
993
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8245/11074 [1:10:24<23:15, 2.03it/s]
994
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8246/11074 [1:10:24<25:18, 1.86it/s]
995
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8247/11074 [1:10:25<24:41, 1.91it/s]
996
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8248/11074 [1:10:25<24:15, 1.94it/s]
997
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8249/11074 [1:10:26<23:56, 1.97it/s]
998
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8250/11074 [1:10:26<23:44, 1.98it/s]{'loss': 3.2294, 'grad_norm': 0.24246717989444733, 'learning_rate': 0.00018537655296280926, 'epoch': 10.42}
999
+
1000
 
1001
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8250/11074 [1:10:26<23:44, 1.98it/s]
1002
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8251/11074 [1:10:27<23:37, 1.99it/s]
1003
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8252/11074 [1:10:27<23:31, 2.00it/s]
1004
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8253/11074 [1:10:28<23:23, 2.01it/s]
1005
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8254/11074 [1:10:28<23:22, 2.01it/s]
1006
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8255/11074 [1:10:29<23:16, 2.02it/s]
1007
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8256/11074 [1:10:29<23:14, 2.02it/s]
1008
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8257/11074 [1:10:30<23:12, 2.02it/s]
1009
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8258/11074 [1:10:30<23:12, 2.02it/s]
1010
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8259/11074 [1:10:31<23:12, 2.02it/s]
1011
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8260/11074 [1:10:31<23:09, 2.02it/s]
1012
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8261/11074 [1:10:32<23:09, 2.02it/s]
1013
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8262/11074 [1:10:32<23:07, 2.03it/s]
1014
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8263/11074 [1:10:33<23:08, 2.02it/s]
1015
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8264/11074 [1:10:33<23:06, 2.03it/s]
1016
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8265/11074 [1:10:34<23:06, 2.03it/s]
1017
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8266/11074 [1:10:34<23:07, 2.02it/s]
1018
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8267/11074 [1:10:35<23:06, 2.03it/s]
1019
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8268/11074 [1:10:35<23:05, 2.03it/s]
1020
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8269/11074 [1:10:36<23:04, 2.03it/s]
1021
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8270/11074 [1:10:36<23:04, 2.03it/s]
1022
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8271/11074 [1:10:37<23:04, 2.03it/s]
1023
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8272/11074 [1:10:37<23:03, 2.02it/s]
1024
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8273/11074 [1:10:38<23:02, 2.03it/s]
1025
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8274/11074 [1:10:38<23:01, 2.03it/s]
1026
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8275/11074 [1:10:39<23:00, 2.03it/s]{'loss': 3.2352, 'grad_norm': 0.23462679982185364, 'learning_rate': 0.00018232386349094988, 'epoch': 10.45}
1027
+
1028
 
1029
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8275/11074 [1:10:39<23:00, 2.03it/s]
1030
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8276/11074 [1:10:39<23:02, 2.02it/s]
1031
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8277/11074 [1:10:40<23:02, 2.02it/s]
1032
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8278/11074 [1:10:40<23:01, 2.02it/s]
1033
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8279/11074 [1:10:41<23:00, 2.02it/s]
1034
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8280/11074 [1:10:41<22:59, 2.02it/s]
1035
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8281/11074 [1:10:42<22:58, 2.03it/s]
1036
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8282/11074 [1:10:42<22:58, 2.02it/s]
1037
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8283/11074 [1:10:43<22:57, 2.03it/s]
1038
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8284/11074 [1:10:43<22:56, 2.03it/s]
1039
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8285/11074 [1:10:44<22:56, 2.03it/s]
1040
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8286/11074 [1:10:44<22:56, 2.02it/s]
1041
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8287/11074 [1:10:45<22:56, 2.02it/s]
1042
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8288/11074 [1:10:45<22:56, 2.02it/s]
1043
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8289/11074 [1:10:46<22:54, 2.03it/s]
1044
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8290/11074 [1:10:46<22:54, 2.03it/s]
1045
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8291/11074 [1:10:47<22:52, 2.03it/s]
1046
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8292/11074 [1:10:47<22:53, 2.03it/s]
1047
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8293/11074 [1:10:48<22:51, 2.03it/s]
1048
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8294/11074 [1:10:48<22:54, 2.02it/s]
1049
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8295/11074 [1:10:48<22:52, 2.02it/s]
1050
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8296/11074 [1:10:49<22:51, 2.03it/s]
1051
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8297/11074 [1:10:49<22:49, 2.03it/s]
1052
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8298/11074 [1:10:50<22:47, 2.03it/s]
1053
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8299/11074 [1:10:50<22:49, 2.03it/s]
1054
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8300/11074 [1:10:51<22:48, 2.03it/s]
1055
 
1056
+
1057
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8300/11074 [1:10:51<22:48, 2.03it/s]
1058
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8301/11074 [1:10:51<22:50, 2.02it/s]
1059
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8302/11074 [1:10:52<22:49, 2.02it/s]
1060
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8303/11074 [1:10:52<22:50, 2.02it/s]
1061
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8304/11074 [1:10:53<22:49, 2.02it/s]
1062
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8305/11074 [1:10:53<22:48, 2.02it/s]
1063
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8306/11074 [1:10:54<22:47, 2.02it/s]
1064
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8307/11074 [1:10:54<22:48, 2.02it/s]
1065
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8308/11074 [1:10:55<22:46, 2.02it/s]
1066
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8309/11074 [1:10:55<22:46, 2.02it/s]
1067
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8310/11074 [1:10:56<22:44, 2.03it/s]
1068
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8311/11074 [1:10:56<22:44, 2.03it/s]
1069
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8312/11074 [1:10:57<22:43, 2.03it/s]
1070
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8313/11074 [1:10:57<22:43, 2.02it/s]
1071
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8314/11074 [1:10:58<22:43, 2.02it/s]
1072
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8315/11074 [1:10:58<22:42, 2.02it/s]
1073
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8316/11074 [1:10:59<22:41, 2.03it/s]
1074
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8317/11074 [1:10:59<22:41, 2.03it/s]
1075
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8318/11074 [1:11:00<22:39, 2.03it/s]
1076
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8319/11074 [1:11:00<22:39, 2.03it/s]
1077
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8320/11074 [1:11:01<22:39, 2.03it/s]
1078
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8321/11074 [1:11:01<22:37, 2.03it/s]
1079
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8322/11074 [1:11:02<22:38, 2.03it/s]
1080
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8323/11074 [1:11:02<22:36, 2.03it/s]
1081
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8324/11074 [1:11:03<22:36, 2.03it/s]
1082
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8325/11074 [1:11:03<22:35, 2.03it/s]
1083
  {'loss': 3.244, 'grad_norm': 0.24260075390338898, 'learning_rate': 0.0001762778619941043, 'epoch': 10.52}
1084
+
1085
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8325/11074 [1:11:03<22:35, 2.03it/s]
1086
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8326/11074 [1:11:04<24:35, 1.86it/s]
1087
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8327/11074 [1:11:04<23:58, 1.91it/s]
1088
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8328/11074 [1:11:05<23:32, 1.94it/s]
1089
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8329/11074 [1:11:05<23:14, 1.97it/s]
1090
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8330/11074 [1:11:06<23:02, 1.99it/s]
1091
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8331/11074 [1:11:06<22:53, 2.00it/s]
1092
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8332/11074 [1:11:07<22:47, 2.00it/s]
1093
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8333/11074 [1:11:07<22:42, 2.01it/s]
1094
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8334/11074 [1:11:08<22:37, 2.02it/s]
1095
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8335/11074 [1:11:08<22:36, 2.02it/s]
1096
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8336/11074 [1:11:09<22:35, 2.02it/s]
1097
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8337/11074 [1:11:09<22:34, 2.02it/s]
1098
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8338/11074 [1:11:10<22:32, 2.02it/s]
1099
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8339/11074 [1:11:10<22:32, 2.02it/s]
1100
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8340/11074 [1:11:11<22:31, 2.02it/s]
1101
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8341/11074 [1:11:11<22:31, 2.02it/s]
1102
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8342/11074 [1:11:12<22:29, 2.02it/s]
1103
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8343/11074 [1:11:12<22:29, 2.02it/s]
1104
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8344/11074 [1:11:13<22:27, 2.03it/s]
1105
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8345/11074 [1:11:13<22:26, 2.03it/s]
1106
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8346/11074 [1:11:14<22:27, 2.03it/s]
1107
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8347/11074 [1:11:14<22:24, 2.03it/s]
1108
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8348/11074 [1:11:15<22:25, 2.03it/s]
1109
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8349/11074 [1:11:15<22:24, 2.03it/s]
1110
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8350/11074 [1:11:16<22:24, 2.03it/s]{'loss': 3.2382, 'grad_norm': 0.23930463194847107, 'learning_rate': 0.0001732849254639809, 'epoch': 10.55}
1111
 
1112
+
1113
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8350/11074 [1:11:16<22:24, 2.03it/s]
1114
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8351/11074 [1:11:16<22:25, 2.02it/s]
1115
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8352/11074 [1:11:17<22:26, 2.02it/s]
1116
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8353/11074 [1:11:17<22:25, 2.02it/s]
1117
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8354/11074 [1:11:18<22:24, 2.02it/s]
1118
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8355/11074 [1:11:18<22:22, 2.03it/s]
1119
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8356/11074 [1:11:19<22:22, 2.02it/s]
1120
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8357/11074 [1:11:19<22:21, 2.03it/s]
1121
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8358/11074 [1:11:20<22:19, 2.03it/s]
1122
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8359/11074 [1:11:20<22:19, 2.03it/s]
1123
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8360/11074 [1:11:21<22:17, 2.03it/s]
1124
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8361/11074 [1:11:21<22:17, 2.03it/s]
1125
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8362/11074 [1:11:22<22:17, 2.03it/s]
1126
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8363/11074 [1:11:22<22:18, 2.03it/s]
1127
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8364/11074 [1:11:23<22:17, 2.03it/s]
1128
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8365/11074 [1:11:23<22:18, 2.02it/s]
1129
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8366/11074 [1:11:24<22:15, 2.03it/s]
1130
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8367/11074 [1:11:24<22:16, 2.03it/s]
1131
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8368/11074 [1:11:25<22:16, 2.02it/s]
1132
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8369/11074 [1:11:25<22:16, 2.02it/s]
1133
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8370/11074 [1:11:26<22:16, 2.02it/s]
1134
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8371/11074 [1:11:26<22:15, 2.02it/s]
1135
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8372/11074 [1:11:27<22:15, 2.02it/s]
1136
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8373/11074 [1:11:27<22:14, 2.02it/s]
1137
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8374/11074 [1:11:28<22:15, 2.02it/s]
1138
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8375/11074 [1:11:28<22:13, 2.02it/s]{'loss': 3.2304, 'grad_norm': 0.23772986233234406, 'learning_rate': 0.000170312280002615, 'epoch': 10.58}
1139
 
1140
+
1141
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8375/11074 [1:11:28<22:13, 2.02it/s]
1142
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8376/11074 [1:11:29<22:15, 2.02it/s]
1143
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8377/11074 [1:11:29<22:13, 2.02it/s]
1144
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8378/11074 [1:11:30<22:13, 2.02it/s]
1145
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8379/11074 [1:11:30<22:11, 2.02it/s]
1146
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8380/11074 [1:11:31<22:12, 2.02it/s]
1147
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8381/11074 [1:11:31<22:11, 2.02it/s]
1148
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8382/11074 [1:11:32<22:11, 2.02it/s]
1149
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8383/11074 [1:11:32<22:09, 2.02it/s]
1150
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8384/11074 [1:11:33<22:09, 2.02it/s]
1151
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8385/11074 [1:11:33<22:07, 2.03it/s]
1152
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8386/11074 [1:11:34<22:07, 2.02it/s]
1153
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8387/11074 [1:11:34<22:07, 2.02it/s]
1154
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8388/11074 [1:11:35<22:06, 2.02it/s]
1155
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8389/11074 [1:11:35<22:06, 2.02it/s]
1156
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8390/11074 [1:11:36<22:04, 2.03it/s]
1157
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8391/11074 [1:11:36<22:05, 2.02it/s]
1158
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8392/11074 [1:11:37<22:03, 2.03it/s]
1159
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8393/11074 [1:11:37<22:04, 2.02it/s]
1160
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8394/11074 [1:11:38<22:02, 2.03it/s]
1161
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8395/11074 [1:11:38<22:02, 2.03it/s]
1162
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8396/11074 [1:11:39<22:01, 2.03it/s]
1163
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8397/11074 [1:11:39<22:00, 2.03it/s]
1164
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8398/11074 [1:11:39<22:01, 2.03it/s]
1165
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8399/11074 [1:11:40<22:00, 2.03it/s]
1166
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8400/11074 [1:11:40<22:00, 2.02it/s]{'loss': 3.2414, 'grad_norm': 0.23746074736118317, 'learning_rate': 0.00016736011023005699, 'epoch': 10.61}
1167
+
1168
 
1169
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8400/11074 [1:11:40<22:00, 2.02it/s]
1170
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8401/11074 [1:11:41<22:01, 2.02it/s]
1171
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8402/11074 [1:11:41<22:02, 2.02it/s]
1172
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8403/11074 [1:11:42<22:00, 2.02it/s]
1173
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8404/11074 [1:11:42<22:01, 2.02it/s]
1174
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8405/11074 [1:11:43<21:58, 2.02it/s]
1175
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8406/11074 [1:11:43<21:59, 2.02it/s]
1176
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8407/11074 [1:11:44<21:57, 2.02it/s]
1177
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8408/11074 [1:11:44<21:57, 2.02it/s]
1178
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8409/11074 [1:11:45<21:57, 2.02it/s]
1179
  76%|β–ˆοΏ½οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8410/11074 [1:11:45<21:57, 2.02it/s]
1180
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8411/11074 [1:11:46<21:57, 2.02it/s]
1181
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8412/11074 [1:11:46<21:56, 2.02it/s]
1182
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8413/11074 [1:11:47<21:56, 2.02it/s]
1183
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8414/11074 [1:11:47<21:55, 2.02it/s]
1184
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8415/11074 [1:11:48<21:55, 2.02it/s]
1185
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8416/11074 [1:11:48<21:54, 2.02it/s]
1186
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8417/11074 [1:11:49<21:54, 2.02it/s]
1187
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8418/11074 [1:11:49<21:53, 2.02it/s]
1188
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8419/11074 [1:11:50<21:54, 2.02it/s]
1189
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8420/11074 [1:11:50<21:53, 2.02it/s]
1190
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8421/11074 [1:11:51<21:51, 2.02it/s]
1191
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8422/11074 [1:11:51<21:51, 2.02it/s]
1192
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8423/11074 [1:11:52<21:51, 2.02it/s]
1193
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8424/11074 [1:11:52<21:52, 2.02it/s]
1194
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8425/11074 [1:11:53<21:50, 2.02it/s]{'loss': 3.2383, 'grad_norm': 0.23675471544265747, 'learning_rate': 0.0001644285994946871, 'epoch': 10.64}
1195
 
1196
+
1197
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8425/11074 [1:11:53<21:50, 2.02it/s]
1198
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8426/11074 [1:11:53<21:56, 2.01it/s]
1199
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8427/11074 [1:11:54<21:52, 2.02it/s]
1200
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8428/11074 [1:11:54<21:50, 2.02it/s]
1201
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8429/11074 [1:11:55<21:47, 2.02it/s]
1202
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8430/11074 [1:11:55<21:48, 2.02it/s]
1203
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8431/11074 [1:11:56<21:46, 2.02it/s]
1204
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8432/11074 [1:11:56<21:46, 2.02it/s]
1205
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8433/11074 [1:11:57<21:45, 2.02it/s]
1206
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8434/11074 [1:11:57<21:43, 2.03it/s]
1207
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8435/11074 [1:11:58<21:43, 2.02it/s]
1208
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8436/11074 [1:11:58<21:41, 2.03it/s]
1209
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8437/11074 [1:11:59<21:41, 2.03it/s]
1210
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8438/11074 [1:11:59<21:41, 2.03it/s]
1211
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8439/11074 [1:12:00<21:40, 2.03it/s]
1212
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8440/11074 [1:12:00<21:40, 2.02it/s]
1213
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8441/11074 [1:12:01<21:38, 2.03it/s]
1214
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8442/11074 [1:12:01<21:39, 2.03it/s]
1215
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8443/11074 [1:12:02<21:37, 2.03it/s]
1216
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8444/11074 [1:12:02<21:37, 2.03it/s]
1217
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8445/11074 [1:12:03<21:37, 2.03it/s]
1218
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8446/11074 [1:12:03<21:38, 2.02it/s]
1219
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8447/11074 [1:12:04<21:38, 2.02it/s]
1220
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8448/11074 [1:12:04<21:38, 2.02it/s]
1221
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8449/11074 [1:12:05<21:36, 2.02it/s]
1222
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8450/11074 [1:12:05<21:34, 2.03it/s]
1223
 
1224
+
1225
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8450/11074 [1:12:05<21:34, 2.03it/s]
1226
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8451/11074 [1:12:06<21:37, 2.02it/s]
1227
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8452/11074 [1:12:06<21:34, 2.03it/s]
1228
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8453/11074 [1:12:07<21:34, 2.02it/s]
1229
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8454/11074 [1:12:07<21:33, 2.03it/s]
1230
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8455/11074 [1:12:08<21:33, 2.02it/s]
1231
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8456/11074 [1:12:08<21:33, 2.02it/s]
1232
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8457/11074 [1:12:09<21:34, 2.02it/s]
1233
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8458/11074 [1:12:09<21:33, 2.02it/s]
1234
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8459/11074 [1:12:10<21:32, 2.02it/s]
1235
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8460/11074 [1:12:10<21:30, 2.03it/s]
1236
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8461/11074 [1:12:11<21:31, 2.02it/s]
1237
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8462/11074 [1:12:11<21:29, 2.02it/s]
1238
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8463/11074 [1:12:12<21:30, 2.02it/s]
1239
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8464/11074 [1:12:12<21:29, 2.02it/s]
1240
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8465/11074 [1:12:13<21:28, 2.02it/s]
1241
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8466/11074 [1:12:13<21:28, 2.02it/s]
1242
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8467/11074 [1:12:14<21:27, 2.03it/s]
1243
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8468/11074 [1:12:14<21:27, 2.02it/s]
1244
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8469/11074 [1:12:15<21:26, 2.03it/s]
1245
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8470/11074 [1:12:15<21:26, 2.02it/s]
1246
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8471/11074 [1:12:16<21:24, 2.03it/s]
1247
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8472/11074 [1:12:16<21:24, 2.03it/s]
1248
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8473/11074 [1:12:17<21:24, 2.03it/s]
1249
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8474/11074 [1:12:17<21:23, 2.02it/s]
1250
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8475/11074 [1:12:18<21:23, 2.03it/s]{'loss': 3.2461, 'grad_norm': 0.23413671553134918, 'learning_rate': 0.00015862828210244434, 'epoch': 10.71}
1251
 
1252
+
1253
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8475/11074 [1:12:18<21:23, 2.03it/s]
1254
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8476/11074 [1:12:18<21:25, 2.02it/s]
1255
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8477/11074 [1:12:19<21:23, 2.02it/s]
1256
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8478/11074 [1:12:19<21:23, 2.02it/s]
1257
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8479/11074 [1:12:20<21:22, 2.02it/s]
1258
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8480/11074 [1:12:20<21:21, 2.02it/s]
1259
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8481/11074 [1:12:21<21:21, 2.02it/s]
1260
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8482/11074 [1:12:21<21:20, 2.02it/s]
1261
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8483/11074 [1:12:22<21:20, 2.02it/s]
1262
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8484/11074 [1:12:22<21:19, 2.02it/s]
1263
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8485/11074 [1:12:22<21:20, 2.02it/s]
1264
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8486/11074 [1:12:23<21:19, 2.02it/s]
1265
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8487/11074 [1:12:23<21:18, 2.02it/s]
1266
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8488/11074 [1:12:24<21:17, 2.03it/s]
1267
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8489/11074 [1:12:24<21:16, 2.02it/s]
1268
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8490/11074 [1:12:25<21:15, 2.03it/s]
1269
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8491/11074 [1:12:25<21:16, 2.02it/s]
1270
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8492/11074 [1:12:26<21:14, 2.03it/s]
1271
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8493/11074 [1:12:26<21:14, 2.02it/s]
1272
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8494/11074 [1:12:27<21:13, 2.03it/s]
1273
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8495/11074 [1:12:27<21:14, 2.02it/s]
1274
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8496/11074 [1:12:28<21:13, 2.02it/s]
1275
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8497/11074 [1:12:28<21:12, 2.03it/s]
1276
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8498/11074 [1:12:29<21:12, 2.02it/s]
1277
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8499/11074 [1:12:29<21:12, 2.02it/s]
1278
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8500/11074 [1:12:30<21:12, 2.02it/s]
1279
  {'loss': 3.2367, 'grad_norm': 0.23599669337272644, 'learning_rate': 0.0001557598356819, 'epoch': 10.74}
1280
+
1281
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8500/11074 [1:12:30<21:12, 2.02it/s]
1282
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8501/11074 [1:12:30<21:14, 2.02it/s]
1283
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8502/11074 [1:12:31<21:12, 2.02it/s]
1284
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8503/11074 [1:12:31<21:12, 2.02it/s]
1285
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8504/11074 [1:12:32<21:10, 2.02it/s]
1286
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8505/11074 [1:12:32<21:09, 2.02it/s]
1287
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8506/11074 [1:12:33<21:09, 2.02it/s]
1288
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8507/11074 [1:12:33<21:07, 2.02it/s]
1289
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8508/11074 [1:12:34<21:08, 2.02it/s]
1290
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8509/11074 [1:12:34<21:08, 2.02it/s]
1291
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8510/11074 [1:12:35<21:07, 2.02it/s]
1292
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8511/11074 [1:12:35<21:06, 2.02it/s]
1293
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8512/11074 [1:12:36<21:06, 2.02it/s]
1294
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8513/11074 [1:12:36<21:03, 2.03it/s]
1295
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8514/11074 [1:12:37<21:03, 2.03it/s]
1296
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8515/11074 [1:12:37<21:03, 2.03it/s]
1297
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8516/11074 [1:12:38<21:03, 2.02it/s]
1298
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8517/11074 [1:12:38<21:02, 2.03it/s]
1299
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8518/11074 [1:12:39<21:01, 2.03it/s]
1300
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8519/11074 [1:12:39<21:01, 2.03it/s]
1301
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8520/11074 [1:12:40<20:59, 2.03it/s]
1302
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8521/11074 [1:12:40<21:00, 2.03it/s]
1303
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8522/11074 [1:12:41<20:58, 2.03it/s]
1304
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8523/11074 [1:12:41<20:59, 2.03it/s]
1305
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8524/11074 [1:12:42<20:58, 2.03it/s]
1306
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8525/11074 [1:12:42<20:58, 2.03it/s]{'loss': 3.2446, 'grad_norm': 0.2339746206998825, 'learning_rate': 0.00015291276874882887, 'epoch': 10.77}
1307
+
1308
 
1309
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8525/11074 [1:12:42<20:58, 2.03it/s]
1310
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8526/11074 [1:12:43<20:59, 2.02it/s]
1311
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8527/11074 [1:12:43<20:59, 2.02it/s]
1312
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8528/11074 [1:12:44<20:58, 2.02it/s]
1313
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8529/11074 [1:12:44<20:57, 2.02it/s]
1314
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8530/11074 [1:12:45<20:57, 2.02it/s]
1315
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8531/11074 [1:12:45<20:55, 2.03it/s]
1316
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8532/11074 [1:12:46<20:55, 2.02it/s]
1317
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8533/11074 [1:12:46<20:54, 2.03it/s]
1318
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8534/11074 [1:12:47<20:54, 2.02it/s]
1319
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8535/11074 [1:12:47<20:53, 2.03it/s]
1320
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8536/11074 [1:12:48<20:53, 2.02it/s]
1321
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8537/11074 [1:12:48<20:54, 2.02it/s]
1322
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8538/11074 [1:12:49<20:53, 2.02it/s]
1323
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8539/11074 [1:12:49<20:54, 2.02it/s]
1324
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8540/11074 [1:12:50<20:55, 2.02it/s]
1325
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8541/11074 [1:12:50<20:54, 2.02it/s]
1326
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8542/11074 [1:12:51<20:52, 2.02it/s]
1327
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8543/11074 [1:12:51<20:52, 2.02it/s]
1328
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8544/11074 [1:12:52<20:51, 2.02it/s]
1329
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8545/11074 [1:12:52<20:51, 2.02it/s]
1330
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8546/11074 [1:12:53<20:50, 2.02it/s]
1331
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8547/11074 [1:12:53<20:48, 2.02it/s]
1332
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8548/11074 [1:12:54<20:48, 2.02it/s]
1333
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8549/11074 [1:12:54<20:47, 2.02it/s]
1334
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8550/11074 [1:12:55<20:47, 2.02it/s]{'loss': 3.24, 'grad_norm': 0.24058009684085846, 'learning_rate': 0.00015008725812406143, 'epoch': 10.8}
1335
+
1336
 
1337
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8550/11074 [1:12:55<20:47, 2.02it/s]
1338
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8551/11074 [1:12:55<20:48, 2.02it/s]
1339
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8552/11074 [1:12:56<20:48, 2.02it/s]
1340
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8553/11074 [1:12:56<20:47, 2.02it/s]
1341
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8554/11074 [1:12:57<20:46, 2.02it/s]
1342
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8555/11074 [1:12:57<20:46, 2.02it/s]
1343
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8556/11074 [1:12:58<20:44, 2.02it/s]
1344
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8557/11074 [1:12:58<20:43, 2.02it/s]
1345
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8558/11074 [1:12:59<20:42, 2.03it/s]
1346
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8559/11074 [1:12:59<20:41, 2.03it/s]
1347
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8560/11074 [1:13:00<20:41, 2.03it/s]
1348
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8561/11074 [1:13:00<20:41, 2.02it/s]
1349
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8562/11074 [1:13:01<20:41, 2.02it/s]
1350
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8563/11074 [1:13:01<20:40, 2.02it/s]
1351
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8564/11074 [1:13:02<20:40, 2.02it/s]
1352
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8565/11074 [1:13:02<20:38, 2.03it/s]
1353
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8566/11074 [1:13:03<20:39, 2.02it/s]
1354
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8567/11074 [1:13:03<20:36, 2.03it/s]
1355
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8568/11074 [1:13:04<20:37, 2.03it/s]
1356
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8569/11074 [1:13:04<20:36, 2.03it/s]
1357
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8570/11074 [1:13:04<20:36, 2.02it/s]
1358
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8571/11074 [1:13:05<20:36, 2.02it/s]
1359
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8572/11074 [1:13:05<20:34, 2.03it/s]
1360
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8573/11074 [1:13:06<20:36, 2.02it/s]
1361
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8574/11074 [1:13:06<20:33, 2.03it/s]
1362
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8575/11074 [1:13:07<20:34, 2.02it/s]{'loss': 3.2475, 'grad_norm': 0.23284657299518585, 'learning_rate': 0.00014728347928964547, 'epoch': 10.83}
1363
+
1364
 
1365
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8575/11074 [1:13:07<20:34, 2.02it/s]
1366
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8576/11074 [1:13:07<20:34, 2.02it/s]
1367
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8577/11074 [1:13:08<20:33, 2.02it/s]
1368
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8578/11074 [1:13:08<20:33, 2.02it/s]
1369
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8579/11074 [1:13:09<20:33, 2.02it/s]
1370
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8580/11074 [1:13:09<20:32, 2.02it/s]
1371
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8581/11074 [1:13:10<20:31, 2.02it/s]
1372
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8582/11074 [1:13:10<20:31, 2.02it/s]
1373
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8583/11074 [1:13:11<20:29, 2.03it/s]
1374
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8584/11074 [1:13:11<20:29, 2.02it/s]
1375
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8585/11074 [1:13:12<20:29, 2.02it/s]
1376
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8586/11074 [1:13:12<20:30, 2.02it/s]
1377
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8587/11074 [1:13:13<20:28, 2.02it/s]
1378
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8588/11074 [1:13:13<20:30, 2.02it/s]
1379
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8589/11074 [1:13:14<20:37, 2.01it/s]
1380
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8590/11074 [1:13:14<20:33, 2.01it/s]
1381
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8591/11074 [1:13:15<20:30, 2.02it/s]
1382
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8592/11074 [1:13:15<20:29, 2.02it/s]
1383
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8593/11074 [1:13:16<20:28, 2.02it/s]
1384
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8594/11074 [1:13:16<20:27, 2.02it/s]
1385
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8595/11074 [1:13:17<20:26, 2.02it/s]
1386
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8596/11074 [1:13:17<20:26, 2.02it/s]
1387
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8597/11074 [1:13:18<20:25, 2.02it/s]
1388
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8598/11074 [1:13:18<20:25, 2.02it/s]
1389
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8599/11074 [1:13:19<20:24, 2.02it/s]
1390
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8600/11074 [1:13:19<20:23, 2.02it/s]{'loss': 3.2479, 'grad_norm': 0.2400185614824295, 'learning_rate': 0.00014450160637794786, 'epoch': 10.87}
1391
+
1392
 
1393
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8600/11074 [1:13:19<20:23, 2.02it/s]
1394
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8601/11074 [1:13:20<20:24, 2.02it/s]
1395
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8602/11074 [1:13:20<20:22, 2.02it/s]
1396
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8603/11074 [1:13:21<20:21, 2.02it/s]
1397
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8604/11074 [1:13:21<20:20, 2.02it/s]
1398
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8605/11074 [1:13:22<20:21, 2.02it/s]
1399
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8606/11074 [1:13:22<20:20, 2.02it/s]
1400
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8607/11074 [1:13:23<20:19, 2.02it/s]
1401
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8608/11074 [1:13:23<20:17, 2.02it/s]
1402
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8609/11074 [1:13:24<20:18, 2.02it/s]
1403
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8610/11074 [1:13:24<20:17, 2.02it/s]
1404
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8611/11074 [1:13:25<20:18, 2.02it/s]
1405
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8612/11074 [1:13:25<20:16, 2.02it/s]
1406
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8613/11074 [1:13:26<20:16, 2.02it/s]
1407
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8614/11074 [1:13:26<20:14, 2.02it/s]
1408
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8615/11074 [1:13:27<20:15, 2.02it/s]
1409
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8616/11074 [1:13:27<20:14, 2.02it/s]
1410
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8617/11074 [1:13:28<20:14, 2.02it/s]
1411
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8618/11074 [1:13:28<20:13, 2.02it/s]
1412
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8619/11074 [1:13:29<20:11, 2.03it/s]
1413
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8620/11074 [1:13:29<20:12, 2.02it/s]
1414
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8621/11074 [1:13:30<20:10, 2.03it/s]
1415
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8622/11074 [1:13:30<20:11, 2.02it/s]
1416
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8623/11074 [1:13:31<20:09, 2.03it/s]
1417
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8624/11074 [1:13:31<20:09, 2.03it/s]
1418
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8625/11074 [1:13:32<20:08, 2.03it/s]{'loss': 3.2424, 'grad_norm': 0.24160033464431763, 'learning_rate': 0.00014174181216083863, 'epoch': 10.9}
1419
+
1420
 
1421
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8625/11074 [1:13:32<20:08, 2.03it/s]
1422
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8626/11074 [1:13:32<20:14, 2.02it/s]
1423
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8627/11074 [1:13:33<20:11, 2.02it/s]
1424
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8628/11074 [1:13:33<20:10, 2.02it/s]
1425
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8629/11074 [1:13:34<20:08, 2.02it/s]
1426
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8630/11074 [1:13:34<20:09, 2.02it/s]
1427
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8631/11074 [1:13:35<20:06, 2.02it/s]
1428
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8632/11074 [1:13:35<20:08, 2.02it/s]
1429
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8633/11074 [1:13:36<20:06, 2.02it/s]
1430
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8634/11074 [1:13:36<20:05, 2.02it/s]
1431
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8635/11074 [1:13:37<20:04, 2.02it/s]
1432
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8636/11074 [1:13:37<20:04, 2.02it/s]
1433
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8637/11074 [1:13:38<20:02, 2.03it/s]
1434
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8638/11074 [1:13:38<20:02, 2.03it/s]
1435
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8639/11074 [1:13:39<20:03, 2.02it/s]
1436
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8640/11074 [1:13:39<20:03, 2.02it/s]
1437
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8641/11074 [1:13:40<20:02, 2.02it/s]
1438
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8642/11074 [1:13:40<20:03, 2.02it/s]
1439
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8643/11074 [1:13:41<20:02, 2.02it/s]
1440
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8644/11074 [1:13:41<20:02, 2.02it/s]
1441
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8645/11074 [1:13:42<20:00, 2.02it/s]
1442
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8646/11074 [1:13:42<20:01, 2.02it/s]
1443
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8647/11074 [1:13:43<20:00, 2.02it/s]
1444
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8648/11074 [1:13:43<20:00, 2.02it/s]
1445
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8649/11074 [1:13:44<19:59, 2.02it/s]
1446
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8650/11074 [1:13:44<19:59, 2.02it/s]
1447
  {'loss': 3.2466, 'grad_norm': 0.23945370316505432, 'learning_rate': 0.00013900426803896234, 'epoch': 10.93}
1448
+
1449
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8650/11074 [1:13:44<19:59, 2.02it/s]
1450
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8651/11074 [1:13:45<19:59, 2.02it/s]
1451
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8652/11074 [1:13:45<19:59, 2.02it/s]
1452
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8653/11074 [1:13:46<19:57, 2.02it/s]
1453
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8654/11074 [1:13:46<19:56, 2.02it/s]
1454
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8655/11074 [1:13:47<19:55, 2.02it/s]
1455
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8656/11074 [1:13:47<19:56, 2.02it/s]
1456
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8657/11074 [1:13:48<19:55, 2.02it/s]
1457
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8658/11074 [1:13:48<19:56, 2.02it/s]
1458
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8659/11074 [1:13:49<19:54, 2.02it/s]
1459
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8660/11074 [1:13:49<19:55, 2.02it/s]
1460
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8661/11074 [1:13:49<19:53, 2.02it/s]
1461
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8662/11074 [1:13:50<19:52, 2.02it/s]
1462
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8663/11074 [1:13:50<19:52, 2.02it/s]
1463
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8664/11074 [1:13:51<19:50, 2.02it/s]
1464
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8665/11074 [1:13:51<19:51, 2.02it/s]
1465
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8666/11074 [1:13:52<19:51, 2.02it/s]
1466
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8667/11074 [1:13:52<19:50, 2.02it/s]
1467
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8668/11074 [1:13:53<19:48, 2.02it/s]
1468
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8669/11074 [1:13:53<19:49, 2.02it/s]
1469
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8670/11074 [1:13:54<19:48, 2.02it/s]
1470
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8671/11074 [1:13:54<19:48, 2.02it/s]
1471
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8672/11074 [1:13:55<19:48, 2.02it/s]
1472
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8673/11074 [1:13:55<19:47, 2.02it/s]
1473
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8674/11074 [1:13:56<19:47, 2.02it/s]
1474
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8675/11074 [1:13:56<19:46, 2.02it/s]
1475
 
1476
+
1477
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8675/11074 [1:13:56<19:46, 2.02it/s]
1478
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8676/11074 [1:13:57<19:46, 2.02it/s]
1479
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8677/11074 [1:13:57<19:45, 2.02it/s]
1480
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8678/11074 [1:13:58<19:45, 2.02it/s]
1481
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8679/11074 [1:13:58<19:43, 2.02it/s]
1482
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8680/11074 [1:13:59<19:44, 2.02it/s]
1483
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8681/11074 [1:13:59<19:43, 2.02it/s]
1484
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8682/11074 [1:14:00<19:42, 2.02it/s]
1485
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8683/11074 [1:14:00<19:42, 2.02it/s]
1486
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8684/11074 [1:14:01<19:41, 2.02it/s]
1487
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8685/11074 [1:14:01<19:41, 2.02it/s]
1488
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8686/11074 [1:14:02<19:42, 2.02it/s]
1489
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8687/11074 [1:14:02<19:41, 2.02it/s]
1490
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8688/11074 [1:14:03<19:40, 2.02it/s]
1491
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8689/11074 [1:14:03<19:39, 2.02it/s]
1492
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8690/11074 [1:14:04<19:40, 2.02it/s]
1493
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8691/11074 [1:14:04<19:40, 2.02it/s]
1494
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8692/11074 [1:14:05<19:38, 2.02it/s]
1495
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8693/11074 [1:14:05<19:37, 2.02it/s]
1496
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8694/11074 [1:14:06<19:36, 2.02it/s]
1497
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8695/11074 [1:14:06<19:36, 2.02it/s]
1498
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8696/11074 [1:14:07<19:35, 2.02it/s]
1499
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8697/11074 [1:14:07<19:35, 2.02it/s]
1500
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8698/11074 [1:14:08<19:35, 2.02it/s]
1501
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8699/11074 [1:14:08<19:34, 2.02it/s]
1502
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8700/11074 [1:14:09<19:33, 2.02it/s]{'loss': 3.2503, 'grad_norm': 0.24186570942401886, 'learning_rate': 0.000133596608763568, 'epoch': 10.99}
1503
+
1504
 
1505
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8700/11074 [1:14:09<19:33, 2.02it/s]
1506
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8701/11074 [1:14:09<19:34, 2.02it/s]
1507
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8702/11074 [1:14:10<19:34, 2.02it/s]
1508
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8703/11074 [1:14:10<19:33, 2.02it/s]
1509
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8704/11074 [1:14:11<19:33, 2.02it/s]
1510
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8705/11074 [1:14:11<19:31, 2.02it/s]
1511
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8706/11074 [1:14:12<20:00, 1.97it/s]
1512
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8707/11074 [1:14:24<2:38:17, 4.01s/it]
1513
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8708/11074 [1:14:24<1:56:41, 2.96s/it]
1514
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8709/11074 [1:14:25<1:27:30, 2.22s/it]
1515
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8710/11074 [1:14:25<1:07:12, 1.71s/it]
1516
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8711/11074 [1:14:26<52:50, 1.34s/it]
1517
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8712/11074 [1:14:26<42:50, 1.09s/it]
1518
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8713/11074 [1:14:27<35:46, 1.10it/s]
1519
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8714/11074 [1:14:27<30:52, 1.27it/s]
1520
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8715/11074 [1:14:28<27:25, 1.43it/s]
1521
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8716/11074 [1:14:28<25:00, 1.57it/s]
1522
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8717/11074 [1:14:29<23:20, 1.68it/s]
1523
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8718/11074 [1:14:29<22:07, 1.77it/s]
1524
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8719/11074 [1:14:30<21:26, 1.83it/s]
1525
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8720/11074 [1:14:30<20:52, 1.88it/s]
1526
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8721/11074 [1:14:31<20:27, 1.92it/s]
1527
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8722/11074 [1:14:31<20:06, 1.95it/s]
1528
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8723/11074 [1:14:32<19:52, 1.97it/s]
1529
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8724/11074 [1:14:32<19:42, 1.99it/s]
1530
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8725/11074 [1:14:33<19:37, 2.00it/s]
1531
  {'loss': 3.1825, 'grad_norm': 0.2393781691789627, 'learning_rate': 0.0001309268294598309, 'epoch': 11.02}
1532
+
1533
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8725/11074 [1:14:33<19:37, 2.00it/s]
1534
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8726/11074 [1:14:33<19:32, 2.00it/s]
1535
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8727/11074 [1:14:34<19:28, 2.01it/s]
1536
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8728/11074 [1:14:34<19:27, 2.01it/s]
1537
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8729/11074 [1:14:35<19:24, 2.01it/s]
1538
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8730/11074 [1:14:35<19:22, 2.02it/s]
1539
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8731/11074 [1:14:36<19:23, 2.01it/s]
1540
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8732/11074 [1:14:36<19:22, 2.01it/s]
1541
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8733/11074 [1:14:37<19:21, 2.01it/s]
1542
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8734/11074 [1:14:37<19:20, 2.02it/s]
1543
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8735/11074 [1:14:38<19:17, 2.02it/s]
1544
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8736/11074 [1:14:38<19:15, 2.02it/s]
1545
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8737/11074 [1:14:39<19:15, 2.02it/s]