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1 Parent(s): 22f20f7

Training in progress, epoch 12

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  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9125/10682 [1:17:33<12:50, 2.02it/s]{'loss': 2.7976, 'grad_norm': 0.275244802236557, 'learning_rate': 6.334441157888504e-05, 'epoch': 11.95}
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  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9194/10682 [1:18:19<12:15, 2.02it/s]
569
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9195/10682 [1:18:19<12:14, 2.02it/s]
570
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9196/10682 [1:18:20<12:14, 2.02it/s]
571
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9197/10682 [1:18:20<12:13, 2.02it/s]
572
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9198/10682 [1:18:21<12:12, 2.02it/s]
573
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9199/10682 [1:18:21<12:12, 2.02it/s]
574
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9200/10682 [1:18:22<12:12, 2.02it/s]{'loss': 2.7368, 'grad_norm': 0.28075122833251953, 'learning_rate': 5.7505864256519716e-05, 'epoch': 12.05}
575
 
 
576
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9200/10682 [1:18:22<12:12, 2.02it/s]
577
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9201/10682 [1:18:22<12:12, 2.02it/s]
578
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9202/10682 [1:18:23<12:11, 2.02it/s]
579
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9203/10682 [1:18:23<12:10, 2.02it/s]
580
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9204/10682 [1:18:24<12:10, 2.02it/s]
581
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9205/10682 [1:18:24<12:09, 2.02it/s]
582
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9206/10682 [1:18:25<12:09, 2.02it/s]
583
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9207/10682 [1:18:25<12:08, 2.02it/s]
584
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9208/10682 [1:18:26<12:07, 2.03it/s]
585
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9209/10682 [1:18:26<12:07, 2.02it/s]
586
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9210/10682 [1:18:27<12:06, 2.03it/s]
587
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9211/10682 [1:18:27<12:06, 2.02it/s]
588
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9212/10682 [1:18:28<12:05, 2.02it/s]
589
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9213/10682 [1:18:28<12:05, 2.02it/s]
590
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9214/10682 [1:18:29<12:04, 2.03it/s]
591
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9215/10682 [1:18:29<12:05, 2.02it/s]
592
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9216/10682 [1:18:30<12:04, 2.02it/s]
593
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9217/10682 [1:18:30<12:04, 2.02it/s]
594
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9218/10682 [1:18:31<12:03, 2.02it/s]
595
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9219/10682 [1:18:31<12:03, 2.02it/s]
596
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9220/10682 [1:18:32<12:03, 2.02it/s]
597
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9221/10682 [1:18:32<12:03, 2.02it/s]
598
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9222/10682 [1:18:33<12:01, 2.02it/s]
599
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9223/10682 [1:18:33<12:01, 2.02it/s]
600
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9224/10682 [1:18:34<12:00, 2.02it/s]
601
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9225/10682 [1:18:34<11:59, 2.02it/s]{'loss': 2.7433, 'grad_norm': 0.2763462960720062, 'learning_rate': 5.561858464291258e-05, 'epoch': 12.08}
 
602
 
603
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9225/10682 [1:18:34<11:59, 2.02it/s]
604
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9226/10682 [1:18:35<11:59, 2.02it/s]
605
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9227/10682 [1:18:35<12:00, 2.02it/s]
606
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9228/10682 [1:18:36<11:58, 2.02it/s]
607
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9229/10682 [1:18:36<11:58, 2.02it/s]
608
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9230/10682 [1:18:37<11:57, 2.02it/s]
609
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9231/10682 [1:18:37<11:57, 2.02it/s]
610
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9232/10682 [1:18:37<11:56, 2.02it/s]
611
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9233/10682 [1:18:38<11:56, 2.02it/s]
612
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9234/10682 [1:18:38<11:55, 2.02it/s]
613
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9235/10682 [1:18:39<11:55, 2.02it/s]
614
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9236/10682 [1:18:39<11:54, 2.02it/s]
615
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9237/10682 [1:18:40<11:54, 2.02it/s]
616
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9238/10682 [1:18:40<11:54, 2.02it/s]
617
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9239/10682 [1:18:41<11:53, 2.02it/s]
618
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9240/10682 [1:18:41<11:52, 2.02it/s]
619
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9241/10682 [1:18:42<11:53, 2.02it/s]
620
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9242/10682 [1:18:42<11:52, 2.02it/s]
621
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9243/10682 [1:18:43<11:51, 2.02it/s]
622
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9244/10682 [1:18:43<11:51, 2.02it/s]
623
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9245/10682 [1:18:44<11:50, 2.02it/s]
624
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9246/10682 [1:18:44<11:50, 2.02it/s]
625
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9247/10682 [1:18:45<11:49, 2.02it/s]
626
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9248/10682 [1:18:45<11:49, 2.02it/s]
627
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9249/10682 [1:18:46<11:47, 2.02it/s]
628
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9250/10682 [1:18:46<11:47, 2.02it/s]
629
 
 
630
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9250/10682 [1:18:46<11:47, 2.02it/s]
631
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9251/10682 [1:18:47<11:47, 2.02it/s]
632
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9252/10682 [1:18:47<11:46, 2.02it/s]
633
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9253/10682 [1:18:48<11:45, 2.03it/s]
634
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9254/10682 [1:18:48<11:45, 2.02it/s]
635
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9255/10682 [1:18:49<11:44, 2.02it/s]
636
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9256/10682 [1:18:49<11:45, 2.02it/s]
637
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9257/10682 [1:18:50<11:44, 2.02it/s]
638
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9258/10682 [1:18:50<11:44, 2.02it/s]
639
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9259/10682 [1:18:51<11:43, 2.02it/s]
640
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9260/10682 [1:18:51<11:43, 2.02it/s]
641
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9261/10682 [1:18:52<11:42, 2.02it/s]
642
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9262/10682 [1:18:52<11:41, 2.02it/s]
643
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9263/10682 [1:18:53<11:41, 2.02it/s]
644
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9264/10682 [1:18:53<11:40, 2.02it/s]
645
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9265/10682 [1:18:54<11:40, 2.02it/s]
646
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9266/10682 [1:18:54<11:39, 2.02it/s]
647
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9267/10682 [1:18:55<11:39, 2.02it/s]
648
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9268/10682 [1:18:55<11:38, 2.02it/s]
649
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9269/10682 [1:18:56<11:38, 2.02it/s]
650
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9270/10682 [1:18:56<11:37, 2.02it/s]
651
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9271/10682 [1:18:57<11:37, 2.02it/s]
652
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9272/10682 [1:18:57<11:36, 2.02it/s]
653
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9273/10682 [1:18:58<11:36, 2.02it/s]
654
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9274/10682 [1:18:58<11:35, 2.02it/s]
655
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9275/10682 [1:18:59<11:35, 2.02it/s]
656
 
 
657
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9275/10682 [1:18:59<11:35, 2.02it/s]
658
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9276/10682 [1:18:59<11:35, 2.02it/s]
659
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9277/10682 [1:19:00<11:35, 2.02it/s]
660
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9278/10682 [1:19:00<11:34, 2.02it/s]
661
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9279/10682 [1:19:01<11:34, 2.02it/s]
662
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9280/10682 [1:19:01<11:32, 2.02it/s]
663
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9281/10682 [1:19:02<11:32, 2.02it/s]
664
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9282/10682 [1:19:02<11:31, 2.02it/s]
665
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9283/10682 [1:19:03<11:31, 2.02it/s]
666
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9284/10682 [1:19:03<11:30, 2.02it/s]
667
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9285/10682 [1:19:04<11:31, 2.02it/s]
668
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9286/10682 [1:19:04<11:30, 2.02it/s]
669
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9287/10682 [1:19:05<11:30, 2.02it/s]
670
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9288/10682 [1:19:05<11:29, 2.02it/s]
671
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9289/10682 [1:19:06<11:29, 2.02it/s]
672
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9290/10682 [1:19:06<11:28, 2.02it/s]
673
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9291/10682 [1:19:07<11:28, 2.02it/s]
674
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9292/10682 [1:19:07<11:28, 2.02it/s]
675
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9293/10682 [1:19:08<11:27, 2.02it/s]
676
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9294/10682 [1:19:08<11:27, 2.02it/s]
677
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9295/10682 [1:19:09<11:26, 2.02it/s]
678
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9296/10682 [1:19:09<11:25, 2.02it/s]
679
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9297/10682 [1:19:10<11:25, 2.02it/s]
680
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9298/10682 [1:19:10<11:24, 2.02it/s]
681
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9299/10682 [1:19:11<11:24, 2.02it/s]
682
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9300/10682 [1:19:11<11:24, 2.02it/s]{'loss': 2.7346, 'grad_norm': 0.27623340487480164, 'learning_rate': 5.0135217920839137e-05, 'epoch': 12.18}
 
683
 
684
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9300/10682 [1:19:11<11:24, 2.02it/s]
685
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9301/10682 [1:19:12<11:24, 2.02it/s]
686
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9302/10682 [1:19:12<11:22, 2.02it/s]
687
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9303/10682 [1:19:13<11:22, 2.02it/s]
688
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9304/10682 [1:19:13<11:21, 2.02it/s]
689
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9305/10682 [1:19:14<11:21, 2.02it/s]
690
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9306/10682 [1:19:14<11:19, 2.02it/s]
691
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9307/10682 [1:19:15<11:19, 2.02it/s]
692
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9308/10682 [1:19:15<11:18, 2.02it/s]
693
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9309/10682 [1:19:16<11:18, 2.02it/s]
694
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9310/10682 [1:19:16<11:17, 2.02it/s]
695
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9311/10682 [1:19:17<11:17, 2.02it/s]
696
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9312/10682 [1:19:17<11:16, 2.03it/s]
697
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9313/10682 [1:19:18<11:16, 2.02it/s]
698
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9314/10682 [1:19:18<11:15, 2.02it/s]
699
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9315/10682 [1:19:19<11:15, 2.02it/s]
700
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9316/10682 [1:19:19<11:14, 2.02it/s]
701
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9317/10682 [1:19:20<11:14, 2.02it/s]
702
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9318/10682 [1:19:20<11:13, 2.02it/s]
703
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9319/10682 [1:19:21<11:15, 2.02it/s]
704
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9320/10682 [1:19:21<11:14, 2.02it/s]
705
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9321/10682 [1:19:22<11:13, 2.02it/s]
706
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9322/10682 [1:19:22<11:12, 2.02it/s]
707
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9323/10682 [1:19:22<11:11, 2.02it/s]
708
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9324/10682 [1:19:23<11:11, 2.02it/s]
709
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9325/10682 [1:19:23<11:11, 2.02it/s]{'loss': 2.7366, 'grad_norm': 0.2855311632156372, 'learning_rate': 4.836732641133895e-05, 'epoch': 12.21}
710
 
 
711
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9325/10682 [1:19:23<11:11, 2.02it/s]
712
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9326/10682 [1:19:24<11:11, 2.02it/s]
713
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9327/10682 [1:19:24<11:10, 2.02it/s]
714
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9328/10682 [1:19:25<11:09, 2.02it/s]
715
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9329/10682 [1:19:25<11:08, 2.02it/s]
716
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9330/10682 [1:19:26<11:08, 2.02it/s]
717
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9331/10682 [1:19:26<11:08, 2.02it/s]
718
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9332/10682 [1:19:27<11:07, 2.02it/s]
719
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9333/10682 [1:19:27<11:06, 2.02it/s]
720
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9334/10682 [1:19:28<11:07, 2.02it/s]
721
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9335/10682 [1:19:28<11:06, 2.02it/s]
722
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9336/10682 [1:19:29<11:05, 2.02it/s]
723
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9337/10682 [1:19:29<11:05, 2.02it/s]
724
  87%|β–ˆβ–ˆβ–ˆοΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9338/10682 [1:19:30<11:04, 2.02it/s]
725
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9339/10682 [1:19:30<11:04, 2.02it/s]
726
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9340/10682 [1:19:31<11:03, 2.02it/s]
727
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9341/10682 [1:19:31<11:02, 2.02it/s]
728
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9342/10682 [1:19:32<11:02, 2.02it/s]
729
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9343/10682 [1:19:32<11:01, 2.02it/s]
730
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9344/10682 [1:19:33<11:01, 2.02it/s]
731
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9345/10682 [1:19:33<11:00, 2.02it/s]
732
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9346/10682 [1:19:34<11:00, 2.02it/s]
733
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9347/10682 [1:19:34<11:00, 2.02it/s]
734
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9348/10682 [1:19:35<10:59, 2.02it/s]
735
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9349/10682 [1:19:35<10:59, 2.02it/s]
736
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9350/10682 [1:19:36<10:58, 2.02it/s]{'loss': 2.7481, 'grad_norm': 0.28073567152023315, 'learning_rate': 4.662958195146971e-05, 'epoch': 12.25}
 
737
 
738
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9350/10682 [1:19:36<10:58, 2.02it/s]
739
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9351/10682 [1:19:36<10:58, 2.02it/s]
740
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9352/10682 [1:19:37<10:57, 2.02it/s]
741
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9353/10682 [1:19:37<10:56, 2.02it/s]
742
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9354/10682 [1:19:38<10:56, 2.02it/s]
743
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9355/10682 [1:19:38<10:55, 2.02it/s]
744
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9356/10682 [1:19:39<10:55, 2.02it/s]
745
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9357/10682 [1:19:39<10:55, 2.02it/s]
746
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9358/10682 [1:19:40<10:54, 2.02it/s]
747
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9359/10682 [1:19:40<10:54, 2.02it/s]
748
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9360/10682 [1:19:41<10:54, 2.02it/s]
749
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9361/10682 [1:19:41<10:54, 2.02it/s]
750
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9362/10682 [1:19:42<10:53, 2.02it/s]
751
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9363/10682 [1:19:42<10:53, 2.02it/s]
752
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9364/10682 [1:19:43<10:52, 2.02it/s]
753
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9365/10682 [1:19:43<10:51, 2.02it/s]
754
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9366/10682 [1:19:44<10:50, 2.02it/s]
755
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9367/10682 [1:19:44<10:50, 2.02it/s]
756
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9368/10682 [1:19:45<10:49, 2.02it/s]
757
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9369/10682 [1:19:45<10:49, 2.02it/s]
758
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9370/10682 [1:19:46<10:48, 2.02it/s]
759
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9371/10682 [1:19:46<10:48, 2.02it/s]
760
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9372/10682 [1:19:47<10:47, 2.02it/s]
761
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9373/10682 [1:19:47<10:47, 2.02it/s]
762
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9374/10682 [1:19:48<10:46, 2.02it/s]
763
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9375/10682 [1:19:48<10:45, 2.03it/s]
764
 
 
765
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9375/10682 [1:19:48<10:45, 2.03it/s]
766
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9376/10682 [1:19:49<10:45, 2.02it/s]
767
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9377/10682 [1:19:49<10:44, 2.02it/s]
768
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9378/10682 [1:19:50<10:44, 2.02it/s]
769
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9379/10682 [1:19:50<10:43, 2.02it/s]
770
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9380/10682 [1:19:51<10:44, 2.02it/s]
771
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9381/10682 [1:19:51<10:42, 2.02it/s]
772
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9382/10682 [1:19:52<10:42, 2.02it/s]
773
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9383/10682 [1:19:52<10:41, 2.03it/s]
774
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9384/10682 [1:19:53<10:41, 2.02it/s]
775
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9385/10682 [1:19:53<10:40, 2.03it/s]
776
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9386/10682 [1:19:54<10:40, 2.02it/s]
777
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9387/10682 [1:19:54<10:39, 2.02it/s]
778
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9388/10682 [1:19:55<10:39, 2.02it/s]
779
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9389/10682 [1:19:55<10:39, 2.02it/s]
780
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9390/10682 [1:19:56<10:37, 2.03it/s]
781
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9391/10682 [1:19:56<10:38, 2.02it/s]
782
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9392/10682 [1:19:57<10:37, 2.02it/s]
783
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9393/10682 [1:19:57<10:36, 2.02it/s]
784
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9394/10682 [1:19:58<10:35, 2.03it/s]
785
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9395/10682 [1:19:58<10:35, 2.02it/s]
786
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9396/10682 [1:19:59<10:35, 2.02it/s]
787
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9397/10682 [1:19:59<10:35, 2.02it/s]
788
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9398/10682 [1:20:00<10:34, 2.02it/s]
789
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9399/10682 [1:20:00<10:34, 2.02it/s]
790
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9400/10682 [1:20:01<10:33, 2.02it/s]{'loss': 2.7415, 'grad_norm': 0.27810999751091003, 'learning_rate': 4.3244996147050855e-05, 'epoch': 12.31}
791
 
 
792
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9400/10682 [1:20:01<10:33, 2.02it/s]
793
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9401/10682 [1:20:01<10:34, 2.02it/s]
794
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9402/10682 [1:20:02<10:33, 2.02it/s]
795
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9403/10682 [1:20:02<10:32, 2.02it/s]
796
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9404/10682 [1:20:03<10:32, 2.02it/s]
797
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9405/10682 [1:20:03<10:32, 2.02it/s]
798
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9406/10682 [1:20:04<10:31, 2.02it/s]
799
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9407/10682 [1:20:04<10:30, 2.02it/s]
800
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9408/10682 [1:20:05<10:30, 2.02it/s]
801
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9409/10682 [1:20:05<10:29, 2.02it/s]
802
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9410/10682 [1:20:06<10:29, 2.02it/s]
803
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9411/10682 [1:20:06<10:28, 2.02it/s]
804
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9412/10682 [1:20:07<10:28, 2.02it/s]
805
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9413/10682 [1:20:07<10:27, 2.02it/s]
806
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9414/10682 [1:20:07<10:27, 2.02it/s]
807
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9415/10682 [1:20:08<10:26, 2.02it/s]
808
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9416/10682 [1:20:08<10:26, 2.02it/s]
809
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9417/10682 [1:20:09<10:26, 2.02it/s]
810
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9418/10682 [1:20:09<10:25, 2.02it/s]
811
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9419/10682 [1:20:10<10:25, 2.02it/s]
812
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9420/10682 [1:20:10<10:24, 2.02it/s]
813
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9421/10682 [1:20:11<10:23, 2.02it/s]
814
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9422/10682 [1:20:11<10:23, 2.02it/s]
815
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9423/10682 [1:20:12<10:23, 2.02it/s]
816
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9424/10682 [1:20:12<10:22, 2.02it/s]
817
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9425/10682 [1:20:13<10:21, 2.02it/s]
818
 
 
819
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9425/10682 [1:20:13<10:21, 2.02it/s]
820
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9426/10682 [1:20:13<10:21, 2.02it/s]
821
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9427/10682 [1:20:14<10:21, 2.02it/s]
822
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9428/10682 [1:20:14<10:20, 2.02it/s]
823
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9429/10682 [1:20:15<10:19, 2.02it/s]
824
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9430/10682 [1:20:15<10:18, 2.02it/s]
825
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9431/10682 [1:20:16<10:18, 2.02it/s]
826
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9432/10682 [1:20:16<10:17, 2.02it/s]
827
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9433/10682 [1:20:17<10:17, 2.02it/s]
828
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9434/10682 [1:20:17<10:16, 2.02it/s]
829
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9435/10682 [1:20:18<10:16, 2.02it/s]
830
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9436/10682 [1:20:18<10:15, 2.02it/s]
831
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9437/10682 [1:20:19<10:15, 2.02it/s]
832
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9438/10682 [1:20:19<10:14, 2.02it/s]
833
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9439/10682 [1:20:20<10:14, 2.02it/s]
834
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9440/10682 [1:20:20<10:13, 2.02it/s]
835
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9441/10682 [1:20:21<10:13, 2.02it/s]
836
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9442/10682 [1:20:21<10:12, 2.02it/s]
837
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9443/10682 [1:20:22<10:12, 2.02it/s]
838
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9444/10682 [1:20:22<10:11, 2.02it/s]
839
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9445/10682 [1:20:23<10:12, 2.02it/s]
840
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9446/10682 [1:20:23<10:11, 2.02it/s]
841
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9447/10682 [1:20:24<10:10, 2.02it/s]
842
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9448/10682 [1:20:24<10:09, 2.02it/s]
843
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9449/10682 [1:20:25<10:08, 2.03it/s]
844
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9450/10682 [1:20:25<10:08, 2.02it/s]
845
  {'loss': 2.7417, 'grad_norm': 0.2766771912574768, 'learning_rate': 3.998236419395806e-05, 'epoch': 12.38}
 
846
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9450/10682 [1:20:25<10:08, 2.02it/s]
847
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9451/10682 [1:20:26<10:08, 2.02it/s]
848
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9452/10682 [1:20:26<10:07, 2.02it/s]
849
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9453/10682 [1:20:27<10:07, 2.02it/s]
850
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9454/10682 [1:20:27<10:06, 2.02it/s]
851
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9455/10682 [1:20:28<10:06, 2.02it/s]
852
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9456/10682 [1:20:28<10:05, 2.02it/s]
853
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9457/10682 [1:20:29<10:05, 2.02it/s]
854
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9458/10682 [1:20:29<10:05, 2.02it/s]
855
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9459/10682 [1:20:30<10:57, 1.86it/s]
856
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9460/10682 [1:20:30<10:40, 1.91it/s]
857
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9461/10682 [1:20:31<10:29, 1.94it/s]
858
  89%|β–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½β–ˆβ–ˆβ–ˆβ–Š | 9462/10682 [1:20:31<10:21, 1.96it/s]
859
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9463/10682 [1:20:32<10:15, 1.98it/s]
860
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9464/10682 [1:20:32<10:10, 1.99it/s]
861
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9465/10682 [1:20:33<10:07, 2.00it/s]
862
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9466/10682 [1:20:33<10:05, 2.01it/s]
863
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9467/10682 [1:20:34<10:02, 2.02it/s]
864
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9468/10682 [1:20:34<10:01, 2.02it/s]
865
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9469/10682 [1:20:35<10:00, 2.02it/s]
866
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9470/10682 [1:20:35<09:59, 2.02it/s]
867
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9471/10682 [1:20:36<09:58, 2.02it/s]
868
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9472/10682 [1:20:36<09:58, 2.02it/s]
869
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9473/10682 [1:20:37<09:57, 2.02it/s]
870
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9474/10682 [1:20:37<09:56, 2.02it/s]
871
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9475/10682 [1:20:38<09:55, 2.03it/s]{'loss': 2.7382, 'grad_norm': 0.27711209654808044, 'learning_rate': 3.839705441646779e-05, 'epoch': 12.41}
872
 
 
873
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9475/10682 [1:20:38<09:55, 2.03it/s]
874
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9476/10682 [1:20:38<09:58, 2.02it/s]
875
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9477/10682 [1:20:39<09:56, 2.02it/s]
876
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9478/10682 [1:20:39<09:56, 2.02it/s]
877
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9479/10682 [1:20:40<09:55, 2.02it/s]
878
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9480/10682 [1:20:40<09:54, 2.02it/s]
879
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9481/10682 [1:20:41<09:53, 2.02it/s]
880
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9482/10682 [1:20:41<09:53, 2.02it/s]
881
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9483/10682 [1:20:42<09:53, 2.02it/s]
882
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9484/10682 [1:20:42<09:52, 2.02it/s]
883
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9485/10682 [1:20:43<09:51, 2.02it/s]
884
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9486/10682 [1:20:43<09:51, 2.02it/s]
885
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9487/10682 [1:20:44<09:50, 2.02it/s]
886
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9488/10682 [1:20:44<09:50, 2.02it/s]
887
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9489/10682 [1:20:45<09:49, 2.02it/s]
888
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9490/10682 [1:20:45<09:49, 2.02it/s]
889
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9491/10682 [1:20:46<09:48, 2.02it/s]
890
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9492/10682 [1:20:46<09:47, 2.02it/s]
891
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9493/10682 [1:20:47<09:46, 2.03it/s]
892
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9494/10682 [1:20:47<09:46, 2.02it/s]
893
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9495/10682 [1:20:48<09:46, 2.02it/s]
894
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9496/10682 [1:20:48<09:46, 2.02it/s]
895
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9497/10682 [1:20:49<09:45, 2.02it/s]
896
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9498/10682 [1:20:49<09:45, 2.02it/s]
897
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9499/10682 [1:20:50<09:44, 2.02it/s]
898
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9500/10682 [1:20:50<09:43, 2.02it/s]
899
 
 
900
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9500/10682 [1:20:50<09:43, 2.02it/s]
901
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9501/10682 [1:20:51<09:44, 2.02it/s]
902
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9502/10682 [1:20:51<09:43, 2.02it/s]
903
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9503/10682 [1:20:52<09:43, 2.02it/s]
904
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9504/10682 [1:20:52<09:42, 2.02it/s]
905
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9505/10682 [1:20:53<09:42, 2.02it/s]
906
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9506/10682 [1:20:53<09:41, 2.02it/s]
907
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9507/10682 [1:20:54<09:40, 2.02it/s]
908
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9508/10682 [1:20:54<09:39, 2.03it/s]
909
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9509/10682 [1:20:55<09:39, 2.02it/s]
910
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9510/10682 [1:20:55<09:38, 2.03it/s]
911
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9511/10682 [1:20:56<09:38, 2.02it/s]
912
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9512/10682 [1:20:56<09:37, 2.02it/s]
913
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9513/10682 [1:20:57<09:37, 2.02it/s]
914
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9514/10682 [1:20:57<09:37, 2.02it/s]
915
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9515/10682 [1:20:58<09:36, 2.02it/s]
916
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9516/10682 [1:20:58<09:36, 2.02it/s]
917
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9517/10682 [1:20:59<09:35, 2.02it/s]
918
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9518/10682 [1:20:59<09:35, 2.02it/s]
919
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9519/10682 [1:21:00<09:34, 2.03it/s]
920
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9520/10682 [1:21:00<09:34, 2.02it/s]
921
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9521/10682 [1:21:01<09:33, 2.02it/s]
922
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9522/10682 [1:21:01<09:33, 2.02it/s]
923
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9523/10682 [1:21:02<09:32, 2.02it/s]
924
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9524/10682 [1:21:02<09:32, 2.02it/s]
925
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9525/10682 [1:21:03<09:31, 2.02it/s]
926
 
 
927
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9525/10682 [1:21:03<09:31, 2.02it/s]
928
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9526/10682 [1:21:03<09:32, 2.02it/s]
929
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9527/10682 [1:21:03<09:31, 2.02it/s]
930
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9528/10682 [1:21:04<09:30, 2.02it/s]
931
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9529/10682 [1:21:04<09:29, 2.02it/s]
932
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9530/10682 [1:21:05<09:28, 2.02it/s]
933
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9531/10682 [1:21:05<09:28, 2.02it/s]
934
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9532/10682 [1:21:06<09:27, 2.03it/s]
935
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9533/10682 [1:21:06<09:27, 2.02it/s]
936
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9534/10682 [1:21:07<09:26, 2.02it/s]
937
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9535/10682 [1:21:07<09:26, 2.02it/s]
938
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9536/10682 [1:21:08<09:26, 2.02it/s]
939
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9537/10682 [1:21:08<09:26, 2.02it/s]
940
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9538/10682 [1:21:09<09:25, 2.02it/s]
941
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9539/10682 [1:21:09<09:25, 2.02it/s]
942
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9540/10682 [1:21:10<09:24, 2.02it/s]
943
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9541/10682 [1:21:10<09:24, 2.02it/s]
944
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9542/10682 [1:21:11<09:23, 2.02it/s]
945
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9543/10682 [1:21:11<09:23, 2.02it/s]
946
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9544/10682 [1:21:12<09:22, 2.02it/s]
947
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9545/10682 [1:21:12<09:21, 2.02it/s]
948
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9546/10682 [1:21:13<09:21, 2.02it/s]
949
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9547/10682 [1:21:13<09:20, 2.02it/s]
950
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9548/10682 [1:21:14<09:20, 2.02it/s]
951
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9549/10682 [1:21:14<09:20, 2.02it/s]
952
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9550/10682 [1:21:15<09:19, 2.02it/s]
953
 
 
954
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9550/10682 [1:21:15<09:19, 2.02it/s]
955
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9551/10682 [1:21:15<09:19, 2.02it/s]
956
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9552/10682 [1:21:16<09:18, 2.02it/s]
957
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9553/10682 [1:21:16<09:18, 2.02it/s]
958
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9554/10682 [1:21:17<09:17, 2.02it/s]
959
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9555/10682 [1:21:17<09:17, 2.02it/s]
960
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9556/10682 [1:21:18<09:16, 2.02it/s]
961
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9557/10682 [1:21:18<09:15, 2.03it/s]
962
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9558/10682 [1:21:19<09:15, 2.02it/s]
963
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9559/10682 [1:21:19<09:14, 2.03it/s]
964
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9560/10682 [1:21:20<09:13, 2.03it/s]
965
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9561/10682 [1:21:20<09:13, 2.02it/s]
966
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9562/10682 [1:21:21<09:12, 2.03it/s]
967
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9563/10682 [1:21:21<09:13, 2.02it/s]
968
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9564/10682 [1:21:22<09:12, 2.02it/s]
969
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9565/10682 [1:21:22<09:12, 2.02it/s]
970
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9566/10682 [1:21:23<09:11, 2.02it/s]
971
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9567/10682 [1:21:23<09:11, 2.02it/s]
972
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9568/10682 [1:21:24<09:10, 2.02it/s]
973
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9569/10682 [1:21:24<09:57, 1.86it/s]
974
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9570/10682 [1:21:25<09:43, 1.91it/s]
975
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9571/10682 [1:21:25<09:32, 1.94it/s]
976
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9572/10682 [1:21:26<09:25, 1.96it/s]
977
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9573/10682 [1:21:26<09:20, 1.98it/s]
978
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9574/10682 [1:21:27<09:15, 1.99it/s]
979
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9575/10682 [1:21:27<09:13, 2.00it/s]
980
 
 
981
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9575/10682 [1:21:27<09:13, 2.00it/s]
982
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9576/10682 [1:21:28<09:13, 2.00it/s]
983
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9577/10682 [1:21:28<09:10, 2.01it/s]
984
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9578/10682 [1:21:29<09:08, 2.01it/s]
985
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9579/10682 [1:21:29<09:07, 2.02it/s]
986
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9580/10682 [1:21:30<09:06, 2.02it/s]
987
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9581/10682 [1:21:30<09:05, 2.02it/s]
988
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9582/10682 [1:21:31<09:05, 2.02it/s]
989
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9583/10682 [1:21:31<09:03, 2.02it/s]
990
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9584/10682 [1:21:32<09:03, 2.02it/s]
991
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9585/10682 [1:21:32<09:01, 2.02it/s]
992
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9586/10682 [1:21:33<09:01, 2.02it/s]
993
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9587/10682 [1:21:33<09:00, 2.03it/s]
994
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9588/10682 [1:21:34<09:00, 2.02it/s]
995
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9589/10682 [1:21:34<08:59, 2.02it/s]
996
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9590/10682 [1:21:35<08:59, 2.02it/s]
997
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9591/10682 [1:21:35<08:58, 2.03it/s]
998
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9592/10682 [1:21:36<08:58, 2.03it/s]
999
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9593/10682 [1:21:36<08:57, 2.03it/s]
1000
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9594/10682 [1:21:37<08:57, 2.03it/s]
1001
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9595/10682 [1:21:37<08:57, 2.02it/s]
1002
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9596/10682 [1:21:38<08:56, 2.02it/s]
1003
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9597/10682 [1:21:38<08:56, 2.02it/s]
1004
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9598/10682 [1:21:39<08:55, 2.02it/s]
1005
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9599/10682 [1:21:39<08:55, 2.02it/s]
1006
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9600/10682 [1:21:40<08:55, 2.02it/s]
1007
 
 
1008
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9600/10682 [1:21:40<08:55, 2.02it/s]
1009
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9601/10682 [1:21:40<08:54, 2.02it/s]
1010
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9602/10682 [1:21:41<08:54, 2.02it/s]
1011
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9603/10682 [1:21:41<08:53, 2.02it/s]
1012
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9604/10682 [1:21:42<08:52, 2.02it/s]
1013
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9605/10682 [1:21:42<08:52, 2.02it/s]
1014
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9606/10682 [1:21:43<08:52, 2.02it/s]
1015
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9607/10682 [1:21:43<08:51, 2.02it/s]
1016
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9608/10682 [1:21:44<08:51, 2.02it/s]
1017
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9609/10682 [1:21:44<08:50, 2.02it/s]
1018
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9610/10682 [1:21:45<08:49, 2.03it/s]
1019
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9611/10682 [1:21:45<08:49, 2.02it/s]
1020
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9612/10682 [1:21:46<08:48, 2.03it/s]
1021
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9613/10682 [1:21:46<08:48, 2.02it/s]
1022
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9614/10682 [1:21:47<08:46, 2.03it/s]
1023
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9615/10682 [1:21:47<08:46, 2.02it/s]
1024
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9616/10682 [1:21:48<08:46, 2.03it/s]
1025
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9617/10682 [1:21:48<08:46, 2.02it/s]
1026
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9618/10682 [1:21:49<08:45, 2.02it/s]
1027
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9619/10682 [1:21:49<08:45, 2.02it/s]
1028
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9620/10682 [1:21:50<08:44, 2.02it/s]
1029
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9621/10682 [1:21:50<08:44, 2.02it/s]
1030
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9622/10682 [1:21:51<08:43, 2.02it/s]
1031
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9623/10682 [1:21:51<08:43, 2.02it/s]
1032
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9624/10682 [1:21:52<08:43, 2.02it/s]
1033
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9625/10682 [1:21:52<08:42, 2.02it/s]{'loss': 2.7489, 'grad_norm': 0.2770747244358063, 'learning_rate': 2.9535819277506203e-05, 'epoch': 12.61}
1034
 
 
1035
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9625/10682 [1:21:52<08:42, 2.02it/s]
1036
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9626/10682 [1:21:53<08:42, 2.02it/s]
1037
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9627/10682 [1:21:53<08:42, 2.02it/s]
1038
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9628/10682 [1:21:54<08:41, 2.02it/s]
1039
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9629/10682 [1:21:54<08:40, 2.02it/s]
1040
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9630/10682 [1:21:55<08:39, 2.02it/s]
1041
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9631/10682 [1:21:55<08:39, 2.02it/s]
1042
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9632/10682 [1:21:56<08:38, 2.02it/s]
1043
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9633/10682 [1:21:56<08:38, 2.02it/s]
1044
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9634/10682 [1:21:57<08:37, 2.02it/s]
1045
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9635/10682 [1:21:57<08:37, 2.02it/s]
1046
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9636/10682 [1:21:58<08:36, 2.02it/s]
1047
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9637/10682 [1:21:58<08:36, 2.02it/s]
1048
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9638/10682 [1:21:59<08:35, 2.02it/s]
1049
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9639/10682 [1:21:59<08:35, 2.02it/s]
1050
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9640/10682 [1:21:59<08:34, 2.02it/s]
1051
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9641/10682 [1:22:00<08:34, 2.02it/s]
1052
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9642/10682 [1:22:00<08:34, 2.02it/s]
1053
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9643/10682 [1:22:01<08:33, 2.02it/s]
1054
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9644/10682 [1:22:01<08:33, 2.02it/s]
1055
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9645/10682 [1:22:02<08:32, 2.02it/s]
1056
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9646/10682 [1:22:02<08:32, 2.02it/s]
1057
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9647/10682 [1:22:03<08:31, 2.02it/s]
1058
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9648/10682 [1:22:03<08:31, 2.02it/s]
1059
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9649/10682 [1:22:04<08:30, 2.02it/s]
1060
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9650/10682 [1:22:04<08:29, 2.02it/s]{'loss': 2.7507, 'grad_norm': 0.2786267101764679, 'learning_rate': 2.8168304138088295e-05, 'epoch': 12.64}
1061
 
 
1062
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9650/10682 [1:22:04<08:29, 2.02it/s]
1063
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9651/10682 [1:22:05<08:29, 2.02it/s]
1064
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9652/10682 [1:22:05<08:29, 2.02it/s]
1065
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9653/10682 [1:22:06<08:29, 2.02it/s]
1066
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9654/10682 [1:22:06<08:28, 2.02it/s]
1067
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9655/10682 [1:22:07<08:28, 2.02it/s]
1068
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9656/10682 [1:22:07<08:27, 2.02it/s]
1069
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9657/10682 [1:22:08<08:27, 2.02it/s]
1070
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9658/10682 [1:22:08<08:26, 2.02it/s]
1071
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9659/10682 [1:22:09<08:26, 2.02it/s]
1072
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9660/10682 [1:22:09<08:25, 2.02it/s]
1073
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9661/10682 [1:22:10<08:25, 2.02it/s]
1074
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9662/10682 [1:22:10<08:24, 2.02it/s]
1075
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9663/10682 [1:22:11<08:24, 2.02it/s]
1076
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9664/10682 [1:22:11<08:23, 2.02it/s]
1077
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9665/10682 [1:22:12<08:23, 2.02it/s]
1078
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9666/10682 [1:22:12<08:23, 2.02it/s]
1079
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9667/10682 [1:22:13<08:22, 2.02it/s]
1080
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9668/10682 [1:22:13<08:21, 2.02it/s]
1081
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9669/10682 [1:22:14<08:20, 2.02it/s]
1082
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9670/10682 [1:22:14<08:19, 2.02it/s]
1083
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9671/10682 [1:22:15<08:19, 2.02it/s]
1084
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9672/10682 [1:22:15<08:18, 2.03it/s]
1085
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9673/10682 [1:22:16<08:18, 2.02it/s]
1086
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9674/10682 [1:22:16<08:17, 2.03it/s]
1087
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9675/10682 [1:22:17<08:17, 2.02it/s]
1088
  {'loss': 2.7574, 'grad_norm': 0.27770131826400757, 'learning_rate': 2.6832284358471516e-05, 'epoch': 12.67}
 
1089
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9675/10682 [1:22:17<08:17, 2.02it/s]
1090
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9676/10682 [1:22:17<08:16, 2.02it/s]
1091
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9677/10682 [1:22:18<08:16, 2.02it/s]
1092
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9678/10682 [1:22:18<08:16, 2.02it/s]
1093
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9679/10682 [1:22:19<08:15, 2.02it/s]
1094
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9680/10682 [1:22:19<08:15, 2.02it/s]
1095
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9681/10682 [1:22:20<08:14, 2.02it/s]
1096
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9682/10682 [1:22:20<08:14, 2.02it/s]
1097
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9683/10682 [1:22:21<08:13, 2.02it/s]
1098
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9684/10682 [1:22:21<08:13, 2.02it/s]
1099
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9685/10682 [1:22:22<08:12, 2.02it/s]
1100
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9686/10682 [1:22:22<08:12, 2.02it/s]
1101
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9687/10682 [1:22:23<08:11, 2.03it/s]
1102
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9688/10682 [1:22:23<08:11, 2.02it/s]
1103
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9689/10682 [1:22:24<08:10, 2.02it/s]
1104
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9690/10682 [1:22:24<08:10, 2.02it/s]
1105
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9691/10682 [1:22:25<08:09, 2.02it/s]
1106
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9692/10682 [1:22:25<08:09, 2.02it/s]
1107
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9693/10682 [1:22:26<08:08, 2.02it/s]
1108
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9694/10682 [1:22:26<08:08, 2.02it/s]
1109
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9695/10682 [1:22:27<08:08, 2.02it/s]
1110
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9696/10682 [1:22:27<08:07, 2.02it/s]
1111
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9697/10682 [1:22:28<08:06, 2.02it/s]
1112
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9698/10682 [1:22:28<08:06, 2.02it/s]
1113
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9699/10682 [1:22:29<08:05, 2.02it/s]
1114
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9700/10682 [1:22:29<08:05, 2.02it/s]
1115
  {'loss': 2.749, 'grad_norm': 0.27603113651275635, 'learning_rate': 2.5527849119658387e-05, 'epoch': 12.7}
 
1116
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9700/10682 [1:22:29<08:05, 2.02it/s]
1117
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9701/10682 [1:22:30<08:05, 2.02it/s]
1118
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9702/10682 [1:22:30<08:04, 2.02it/s]
1119
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9703/10682 [1:22:31<08:04, 2.02it/s]
1120
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9704/10682 [1:22:31<08:03, 2.02it/s]
1121
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9705/10682 [1:22:32<08:03, 2.02it/s]
1122
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9706/10682 [1:22:32<08:02, 2.02it/s]
1123
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9707/10682 [1:22:33<08:02, 2.02it/s]
1124
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9708/10682 [1:22:33<08:01, 2.02it/s]
1125
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9709/10682 [1:22:34<08:01, 2.02it/s]
1126
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½οΏ½β–ˆ | 9710/10682 [1:22:34<08:00, 2.02it/s]
1127
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9711/10682 [1:22:35<08:00, 2.02it/s]
1128
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9712/10682 [1:22:35<07:59, 2.02it/s]
1129
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9713/10682 [1:22:36<07:58, 2.02it/s]
1130
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9714/10682 [1:22:36<07:58, 2.02it/s]
1131
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9715/10682 [1:22:37<07:57, 2.02it/s]
1132
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9716/10682 [1:22:37<07:57, 2.02it/s]
1133
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9717/10682 [1:22:38<07:56, 2.02it/s]
1134
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9718/10682 [1:22:38<07:56, 2.02it/s]
1135
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9719/10682 [1:22:39<07:55, 2.02it/s]
1136
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9720/10682 [1:22:39<07:54, 2.03it/s]
1137
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9721/10682 [1:22:40<07:54, 2.03it/s]
1138
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9722/10682 [1:22:40<07:54, 2.02it/s]
1139
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9723/10682 [1:22:41<07:53, 2.02it/s]
1140
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9724/10682 [1:22:41<07:53, 2.02it/s]
1141
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9725/10682 [1:22:42<07:52, 2.03it/s]
1142
  {'loss': 2.756, 'grad_norm': 0.27851659059524536, 'learning_rate': 2.4255085494343522e-05, 'epoch': 12.74}
 
1143
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9725/10682 [1:22:42<07:52, 2.03it/s]
1144
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9726/10682 [1:22:42<07:53, 2.02it/s]
1145
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9727/10682 [1:22:42<07:51, 2.02it/s]
1146
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9728/10682 [1:22:43<07:51, 2.02it/s]
1147
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9729/10682 [1:22:43<07:51, 2.02it/s]
1148
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9730/10682 [1:22:44<07:50, 2.02it/s]
1149
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9731/10682 [1:22:44<07:50, 2.02it/s]
1150
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9732/10682 [1:22:45<07:49, 2.02it/s]
1151
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9733/10682 [1:22:45<07:48, 2.02it/s]
1152
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9734/10682 [1:22:46<07:48, 2.02it/s]
1153
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9735/10682 [1:22:46<07:48, 2.02it/s]
1154
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9736/10682 [1:22:47<07:47, 2.02it/s]
1155
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9737/10682 [1:22:47<07:47, 2.02it/s]
1156
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9738/10682 [1:22:48<07:46, 2.02it/s]
1157
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9739/10682 [1:22:48<07:46, 2.02it/s]
1158
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9740/10682 [1:22:49<07:45, 2.02it/s]
1159
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9741/10682 [1:22:49<07:45, 2.02it/s]
1160
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9742/10682 [1:22:50<07:44, 2.02it/s]
1161
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9743/10682 [1:22:50<07:44, 2.02it/s]
1162
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9744/10682 [1:22:51<07:44, 2.02it/s]
1163
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9745/10682 [1:22:51<07:43, 2.02it/s]
1164
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9746/10682 [1:22:52<07:42, 2.02it/s]
1165
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9747/10682 [1:22:52<07:42, 2.02it/s]
1166
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9748/10682 [1:22:53<07:42, 2.02it/s]
1167
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9749/10682 [1:22:53<07:41, 2.02it/s]
1168
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9750/10682 [1:22:54<07:40, 2.02it/s]
1169
  {'loss': 2.7534, 'grad_norm': 0.2752934694290161, 'learning_rate': 2.301407844110154e-05, 'epoch': 12.77}
 
1170
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9750/10682 [1:22:54<07:40, 2.02it/s]
1171
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9751/10682 [1:22:54<07:40, 2.02it/s]
1172
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9752/10682 [1:22:55<07:39, 2.02it/s]
1173
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9753/10682 [1:22:55<07:39, 2.02it/s]
1174
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9754/10682 [1:22:56<07:39, 2.02it/s]
1175
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9755/10682 [1:22:56<07:38, 2.02it/s]
1176
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9756/10682 [1:22:57<07:38, 2.02it/s]
1177
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9757/10682 [1:22:57<07:37, 2.02it/s]
1178
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9758/10682 [1:22:58<07:37, 2.02it/s]
1179
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9759/10682 [1:22:58<07:36, 2.02it/s]
1180
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9760/10682 [1:22:59<07:36, 2.02it/s]
1181
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9761/10682 [1:22:59<07:35, 2.02it/s]
1182
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9762/10682 [1:23:00<07:34, 2.02it/s]
1183
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9763/10682 [1:23:00<07:34, 2.02it/s]
1184
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9764/10682 [1:23:01<07:33, 2.02it/s]
1185
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9765/10682 [1:23:01<07:33, 2.02it/s]
1186
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9766/10682 [1:23:02<07:32, 2.02it/s]
1187
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9767/10682 [1:23:02<07:32, 2.02it/s]
1188
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9768/10682 [1:23:03<07:32, 2.02it/s]
1189
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9769/10682 [1:23:03<07:31, 2.02it/s]
1190
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9770/10682 [1:23:04<07:31, 2.02it/s]
1191
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9771/10682 [1:23:04<07:30, 2.02it/s]
1192
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9772/10682 [1:23:05<07:30, 2.02it/s]
1193
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9773/10682 [1:23:05<07:29, 2.02it/s]
1194
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9774/10682 [1:23:06<07:28, 2.02it/s]
1195
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9775/10682 [1:23:06<07:28, 2.02it/s]
1196
  {'loss': 2.7569, 'grad_norm': 0.27959272265434265, 'learning_rate': 2.1804910798715826e-05, 'epoch': 12.8}
 
1197
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9775/10682 [1:23:06<07:28, 2.02it/s]
1198
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9776/10682 [1:23:07<07:28, 2.02it/s]
1199
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9777/10682 [1:23:07<07:27, 2.02it/s]
1200
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9778/10682 [1:23:08<07:27, 2.02it/s]
1201
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9779/10682 [1:23:08<07:26, 2.02it/s]
1202
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9780/10682 [1:23:09<07:25, 2.02it/s]
1203
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9781/10682 [1:23:09<07:25, 2.02it/s]
1204
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9782/10682 [1:23:10<07:25, 2.02it/s]
1205
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9783/10682 [1:23:10<07:24, 2.02it/s]
1206
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9784/10682 [1:23:11<07:24, 2.02it/s]
1207
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9785/10682 [1:23:11<07:23, 2.02it/s]
1208
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9786/10682 [1:23:12<07:23, 2.02it/s]
1209
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9787/10682 [1:23:12<07:22, 2.02it/s]
1210
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9788/10682 [1:23:13<07:21, 2.02it/s]
1211
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9789/10682 [1:23:13<07:21, 2.02it/s]
1212
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9790/10682 [1:23:14<07:20, 2.03it/s]
1213
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9791/10682 [1:23:14<07:20, 2.02it/s]
1214
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9792/10682 [1:23:15<07:19, 2.02it/s]
1215
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9793/10682 [1:23:15<07:19, 2.02it/s]
1216
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9794/10682 [1:23:16<07:18, 2.02it/s]
1217
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9795/10682 [1:23:16<07:17, 2.03it/s]
1218
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9796/10682 [1:23:17<07:17, 2.02it/s]
1219
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9797/10682 [1:23:17<07:16, 2.03it/s]
1220
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9798/10682 [1:23:18<07:16, 2.03it/s]
1221
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9799/10682 [1:23:18<07:15, 2.03it/s]
1222
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9800/10682 [1:23:19<07:15, 2.02it/s]
1223
 
 
1224
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9800/10682 [1:23:19<07:15, 2.02it/s]
1225
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9801/10682 [1:23:19<07:17, 2.01it/s]
1226
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9802/10682 [1:23:20<07:16, 2.02it/s]
1227
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9803/10682 [1:23:20<07:15, 2.02it/s]
1228
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9804/10682 [1:23:21<07:14, 2.02it/s]
1229
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9805/10682 [1:23:21<07:14, 2.02it/s]
1230
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9806/10682 [1:23:22<07:13, 2.02it/s]
1231
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9807/10682 [1:23:22<07:12, 2.02it/s]
1232
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9808/10682 [1:23:23<07:12, 2.02it/s]
1233
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9809/10682 [1:23:23<07:11, 2.02it/s]
1234
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9810/10682 [1:23:24<07:11, 2.02it/s]
1235
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9811/10682 [1:23:24<07:11, 2.02it/s]
1236
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9812/10682 [1:23:25<07:10, 2.02it/s]
1237
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9813/10682 [1:23:25<07:09, 2.02it/s]
1238
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9814/10682 [1:23:26<07:09, 2.02it/s]
1239
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9815/10682 [1:23:26<07:08, 2.02it/s]
1240
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9816/10682 [1:23:27<07:08, 2.02it/s]
1241
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9817/10682 [1:23:27<07:07, 2.02it/s]
1242
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9818/10682 [1:23:28<07:07, 2.02it/s]
1243
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9819/10682 [1:23:28<07:06, 2.02it/s]
1244
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9820/10682 [1:23:28<07:06, 2.02it/s]
1245
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9821/10682 [1:23:29<07:05, 2.02it/s]
1246
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9822/10682 [1:23:29<07:05, 2.02it/s]
1247
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9823/10682 [1:23:30<07:04, 2.02it/s]
1248
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9824/10682 [1:23:30<07:04, 2.02it/s]
1249
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9825/10682 [1:23:31<07:03, 2.02it/s]
1250
 
 
1251
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9825/10682 [1:23:31<07:03, 2.02it/s]
1252
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9826/10682 [1:23:31<07:03, 2.02it/s]
1253
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9827/10682 [1:23:32<07:02, 2.02it/s]
1254
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9828/10682 [1:23:32<07:02, 2.02it/s]
1255
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9829/10682 [1:23:33<07:01, 2.02it/s]
1256
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9830/10682 [1:23:33<07:01, 2.02it/s]
1257
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9831/10682 [1:23:34<07:00, 2.02it/s]
1258
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9832/10682 [1:23:34<06:59, 2.02it/s]
1259
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9833/10682 [1:23:35<06:59, 2.02it/s]
1260
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9834/10682 [1:23:35<06:58, 2.03it/s]
1261
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9835/10682 [1:23:36<06:58, 2.02it/s]
1262
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9836/10682 [1:23:36<06:57, 2.02it/s]
1263
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9837/10682 [1:23:37<06:57, 2.02it/s]
1264
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9838/10682 [1:23:37<06:57, 2.02it/s]
1265
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9839/10682 [1:23:38<06:56, 2.02it/s]
1266
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9840/10682 [1:23:38<06:56, 2.02it/s]
1267
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9841/10682 [1:23:39<06:55, 2.02it/s]
1268
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9842/10682 [1:23:39<06:55, 2.02it/s]
1269
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9843/10682 [1:23:40<06:54, 2.02it/s]
1270
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9844/10682 [1:23:40<06:54, 2.02it/s]
1271
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9845/10682 [1:23:41<06:54, 2.02it/s]
1272
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9846/10682 [1:23:41<06:54, 2.02it/s]
1273
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9847/10682 [1:23:42<06:53, 2.02it/s]
1274
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9848/10682 [1:23:42<06:52, 2.02it/s]
1275
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9849/10682 [1:23:43<06:52, 2.02it/s]
1276
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9850/10682 [1:23:43<06:51, 2.02it/s]{'loss': 2.7634, 'grad_norm': 0.27715760469436646, 'learning_rate': 1.8369240812535104e-05, 'epoch': 12.9}
1277
 
 
1278
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9850/10682 [1:23:43<06:51, 2.02it/s]
1279
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9851/10682 [1:23:44<06:51, 2.02it/s]
1280
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9852/10682 [1:23:44<06:51, 2.02it/s]
1281
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9853/10682 [1:23:45<06:50, 2.02it/s]
1282
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9854/10682 [1:23:45<06:50, 2.02it/s]
1283
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9855/10682 [1:23:46<06:49, 2.02it/s]
1284
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9856/10682 [1:23:46<06:49, 2.02it/s]
1285
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9857/10682 [1:23:47<06:47, 2.02it/s]
1286
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9858/10682 [1:23:47<06:47, 2.02it/s]
1287
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9859/10682 [1:23:48<06:46, 2.02it/s]
1288
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9860/10682 [1:23:48<06:46, 2.02it/s]
1289
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9861/10682 [1:23:49<06:45, 2.02it/s]
1290
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9862/10682 [1:23:49<06:45, 2.02it/s]
1291
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9863/10682 [1:23:50<06:44, 2.02it/s]
1292
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9864/10682 [1:23:50<06:44, 2.02it/s]
1293
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9865/10682 [1:23:51<06:43, 2.02it/s]
1294
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9866/10682 [1:23:51<06:43, 2.02it/s]
1295
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9867/10682 [1:23:52<06:43, 2.02it/s]
1296
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9868/10682 [1:23:52<06:42, 2.02it/s]
1297
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9869/10682 [1:23:53<06:42, 2.02it/s]
1298
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9870/10682 [1:23:53<06:41, 2.02it/s]
1299
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9871/10682 [1:23:54<06:40, 2.02it/s]
1300
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9872/10682 [1:23:54<06:40, 2.02it/s]
1301
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9873/10682 [1:23:55<06:39, 2.02it/s]
1302
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9874/10682 [1:23:55<06:39, 2.02it/s]
1303
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:23:56<06:38, 2.02it/s]
1304
 
 
1305
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:23:56<06:38, 2.02it/s]
1306
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9876/10682 [1:23:56<06:38, 2.02it/s]
1307
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9877/10682 [1:23:57<06:38, 2.02it/s]
1308
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9878/10682 [1:23:57<06:38, 2.02it/s]
1309
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9879/10682 [1:23:58<06:37, 2.02it/s]
1310
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9880/10682 [1:23:58<06:36, 2.02it/s]
1311
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9881/10682 [1:23:59<06:35, 2.02it/s]
1312
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9882/10682 [1:23:59<06:35, 2.02it/s]
1313
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9883/10682 [1:24:00<06:35, 2.02it/s]
1314
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9884/10682 [1:24:00<06:34, 2.02it/s]
1315
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9885/10682 [1:24:01<06:34, 2.02it/s]
1316
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9886/10682 [1:24:01<06:33, 2.02it/s]
1317
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9887/10682 [1:24:02<06:32, 2.02it/s]
1318
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9888/10682 [1:24:02<06:32, 2.02it/s]
1319
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9889/10682 [1:24:03<06:32, 2.02it/s]
1320
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9890/10682 [1:24:03<06:31, 2.02it/s]
1321
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9891/10682 [1:24:04<06:31, 2.02it/s]
1322
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9892/10682 [1:24:04<06:30, 2.02it/s]
1323
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9893/10682 [1:24:05<06:29, 2.02it/s]
1324
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9894/10682 [1:24:05<06:29, 2.02it/s]
1325
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9895/10682 [1:24:06<06:28, 2.03it/s]
1326
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9896/10682 [1:24:06<06:28, 2.02it/s]
1327
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9897/10682 [1:24:07<06:27, 2.02it/s]
1328
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9898/10682 [1:24:07<06:27, 2.02it/s]
1329
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9899/10682 [1:24:08<06:26, 2.02it/s]
1330
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:24:08<06:26, 2.02it/s]{'loss': 2.7483, 'grad_norm': 0.2770647406578064, 'learning_rate': 1.6239414036870183e-05, 'epoch': 12.97}
1331
 
 
1332
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:24:08<06:26, 2.02it/s]
1333
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9901/10682 [1:24:09<06:27, 2.02it/s]
1334
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9902/10682 [1:24:09<06:26, 2.02it/s]
1335
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9903/10682 [1:24:10<06:25, 2.02it/s]
1336
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9904/10682 [1:24:10<06:25, 2.02it/s]
1337
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9905/10682 [1:24:11<06:24, 2.02it/s]
1338
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9906/10682 [1:24:11<06:23, 2.02it/s]
1339
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9907/10682 [1:24:12<06:23, 2.02it/s]
1340
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9908/10682 [1:24:12<06:23, 2.02it/s]
1341
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9909/10682 [1:24:13<06:22, 2.02it/s]
1342
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9910/10682 [1:24:13<06:21, 2.02it/s]
1343
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9911/10682 [1:24:13<06:21, 2.02it/s]
1344
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9912/10682 [1:24:14<06:20, 2.02it/s]
1345
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9913/10682 [1:24:14<06:20, 2.02it/s]
1346
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9914/10682 [1:24:15<06:19, 2.02it/s]
1347
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9915/10682 [1:24:15<06:19, 2.02it/s]
1348
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9916/10682 [1:24:16<06:18, 2.02it/s]
1349
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9917/10682 [1:24:16<06:18, 2.02it/s]
1350
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9918/10682 [1:24:17<06:17, 2.02it/s]
1351
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9919/10682 [1:24:17<06:17, 2.02it/s]
1352
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9920/10682 [1:24:18<06:16, 2.02it/s]
1353
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9921/10682 [1:24:18<06:16, 2.02it/s]
1354
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9922/10682 [1:24:19<06:15, 2.02it/s]
1355
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9923/10682 [1:24:19<06:15, 2.02it/s]
1356
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9924/10682 [1:24:20<06:15, 2.02it/s]
1357
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:20<06:23, 1.98it/s]
1358
 
 
1359
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:20<06:23, 1.98it/s]
1360
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9926/10682 [1:24:32<49:46, 3.95s/it]
1361
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9927/10682 [1:24:33<36:40, 2.91s/it]
1362
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9928/10682 [1:24:33<27:31, 2.19s/it]
1363
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9929/10682 [1:24:34<21:07, 1.68s/it]
1364
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9930/10682 [1:24:34<16:38, 1.33s/it]
1365
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9931/10682 [1:24:35<13:29, 1.08s/it]
1366
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9932/10682 [1:24:35<11:17, 1.11it/s]
1367
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9933/10682 [1:24:36<09:47, 1.28it/s]
1368
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9934/10682 [1:24:36<08:42, 1.43it/s]
1369
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9935/10682 [1:24:37<07:55, 1.57it/s]
1370
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9936/10682 [1:24:37<07:22, 1.68it/s]
1371
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9937/10682 [1:24:38<06:59, 1.78it/s]
1372
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9938/10682 [1:24:38<06:43, 1.84it/s]
1373
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9939/10682 [1:24:39<06:32, 1.89it/s]
1374
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9940/10682 [1:24:39<06:24, 1.93it/s]
1375
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9941/10682 [1:24:40<06:19, 1.95it/s]
1376
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9942/10682 [1:24:40<06:15, 1.97it/s]
1377
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9943/10682 [1:24:41<06:12, 1.99it/s]
1378
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9944/10682 [1:24:41<06:10, 1.99it/s]
1379
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9945/10682 [1:24:42<06:08, 2.00it/s]
1380
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9946/10682 [1:24:42<06:06, 2.01it/s]
1381
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9947/10682 [1:24:43<06:05, 2.01it/s]
1382
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9948/10682 [1:24:43<06:04, 2.01it/s]
1383
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9949/10682 [1:24:44<06:04, 2.01it/s]
 
452
 
453
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9100/10682 [1:17:21<13:01, 2.02it/s]
454
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9101/10682 [1:17:21<13:02, 2.02it/s]
455
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9102/10682 [1:17:22<13:01, 2.02it/s]
456
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9103/10682 [1:17:22<13:00, 2.02it/s]
457
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9104/10682 [1:17:23<13:00, 2.02it/s]
458
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9105/10682 [1:17:23<13:00, 2.02it/s]
459
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9106/10682 [1:17:24<13:00, 2.02it/s]
460
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9107/10682 [1:17:24<12:59, 2.02it/s]
461
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9108/10682 [1:17:25<12:58, 2.02it/s]
462
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9109/10682 [1:17:25<12:57, 2.02it/s]
463
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9110/10682 [1:17:26<12:57, 2.02it/s]
464
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9111/10682 [1:17:26<12:56, 2.02it/s]
465
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9112/10682 [1:17:27<12:56, 2.02it/s]
466
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9113/10682 [1:17:27<12:56, 2.02it/s]
467
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9114/10682 [1:17:28<12:54, 2.02it/s]
468
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9115/10682 [1:17:28<12:54, 2.02it/s]
469
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9116/10682 [1:17:29<12:54, 2.02it/s]
470
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9117/10682 [1:17:29<12:54, 2.02it/s]
471
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9118/10682 [1:17:30<12:53, 2.02it/s]
472
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9119/10682 [1:17:30<12:52, 2.02it/s]
473
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9120/10682 [1:17:31<12:52, 2.02it/s]
474
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9121/10682 [1:17:31<12:51, 2.02it/s]
475
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9122/10682 [1:17:32<12:51, 2.02it/s]
476
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9123/10682 [1:17:32<12:51, 2.02it/s]
477
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9124/10682 [1:17:33<12:51, 2.02it/s]
478
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9125/10682 [1:17:33<12:50, 2.02it/s]{'loss': 2.7976, 'grad_norm': 0.275244802236557, 'learning_rate': 6.334441157888504e-05, 'epoch': 11.95}
479
 
480
 
481
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9125/10682 [1:17:33<12:50, 2.02it/s]
482
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9126/10682 [1:17:34<12:52, 2.01it/s]
483
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9127/10682 [1:17:34<12:51, 2.02it/s]
484
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9128/10682 [1:17:35<12:49, 2.02it/s]
485
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9129/10682 [1:17:35<12:49, 2.02it/s]
486
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9130/10682 [1:17:36<12:47, 2.02it/s]
487
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9131/10682 [1:17:36<12:46, 2.02it/s]
488
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9132/10682 [1:17:37<12:46, 2.02it/s]
489
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9133/10682 [1:17:37<12:45, 2.02it/s]
490
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9134/10682 [1:17:38<12:45, 2.02it/s]
491
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9135/10682 [1:17:38<12:44, 2.02it/s]
492
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9136/10682 [1:17:39<12:44, 2.02it/s]
493
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9137/10682 [1:17:39<12:44, 2.02it/s]
494
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9138/10682 [1:17:40<12:43, 2.02it/s]
495
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9139/10682 [1:17:40<12:42, 2.02it/s]
496
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9140/10682 [1:17:41<12:42, 2.02it/s]
497
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9141/10682 [1:17:41<12:41, 2.02it/s]
498
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9142/10682 [1:17:42<12:41, 2.02it/s]
499
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9143/10682 [1:17:42<12:41, 2.02it/s]
500
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9144/10682 [1:17:42<12:41, 2.02it/s]
501
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9145/10682 [1:17:43<12:40, 2.02it/s]
502
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9146/10682 [1:17:43<12:39, 2.02it/s]
503
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9147/10682 [1:17:44<12:38, 2.02it/s]
504
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9148/10682 [1:17:44<12:38, 2.02it/s]
505
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9149/10682 [1:17:45<12:36, 2.03it/s]
506
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9150/10682 [1:17:45<12:36, 2.02it/s]
507
 
508
 
509
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9150/10682 [1:17:45<12:36, 2.02it/s]
510
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9151/10682 [1:17:46<12:36, 2.02it/s]
511
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9152/10682 [1:17:46<12:36, 2.02it/s]
512
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9153/10682 [1:17:47<12:35, 2.02it/s]
513
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9154/10682 [1:17:47<12:34, 2.02it/s]
514
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9155/10682 [1:17:48<12:34, 2.02it/s]
515
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9156/10682 [1:17:48<12:34, 2.02it/s]
516
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9157/10682 [1:17:49<12:34, 2.02it/s]
517
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9158/10682 [1:17:49<12:34, 2.02it/s]
518
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9159/10682 [1:17:50<12:33, 2.02it/s]
519
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9160/10682 [1:17:50<12:32, 2.02it/s]
520
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9161/10682 [1:17:51<12:32, 2.02it/s]
521
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9162/10682 [1:17:51<12:23, 2.04it/s]
522
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9163/10682 [1:18:03<1:39:32, 3.93s/it]
523
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9164/10682 [1:18:04<1:13:27, 2.90s/it]
524
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9165/10682 [1:18:04<55:07, 2.18s/it]
525
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9166/10682 [1:18:05<42:23, 1.68s/it]
526
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9167/10682 [1:18:05<33:24, 1.32s/it]
527
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9168/10682 [1:18:06<27:07, 1.07s/it]
528
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9169/10682 [1:18:06<22:43, 1.11it/s]
529
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9170/10682 [1:18:07<19:41, 1.28it/s]
530
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9171/10682 [1:18:07<17:30, 1.44it/s]
531
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9172/10682 [1:18:08<15:58, 1.57it/s]
532
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9173/10682 [1:18:08<14:55, 1.69it/s]
533
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9174/10682 [1:18:09<14:09, 1.78it/s]
534
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9175/10682 [1:18:09<13:39, 1.84it/s]
535
 
 
536
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9175/10682 [1:18:09<13:39, 1.84it/s]
537
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9176/10682 [1:18:10<13:16, 1.89it/s]
538
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9177/10682 [1:18:10<13:00, 1.93it/s]
539
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9178/10682 [1:18:11<12:49, 1.95it/s]
540
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9179/10682 [1:18:11<12:41, 1.97it/s]
541
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9180/10682 [1:18:12<12:35, 1.99it/s]
542
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9181/10682 [1:18:12<12:32, 1.99it/s]
543
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9182/10682 [1:18:13<12:28, 2.00it/s]
544
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9183/10682 [1:18:13<12:26, 2.01it/s]
545
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9184/10682 [1:18:14<12:24, 2.01it/s]
546
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9185/10682 [1:18:14<12:23, 2.01it/s]
547
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9186/10682 [1:18:15<12:21, 2.02it/s]
548
+
549
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9175/10682 [1:18:09<13:39, 1.84it/s]
550
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9176/10682 [1:18:10<13:16, 1.89it/s]
551
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9177/10682 [1:18:10<13:00, 1.93it/s]
552
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9178/10682 [1:18:11<12:49, 1.95it/s]
553
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9179/10682 [1:18:11<12:41, 1.97it/s]
554
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9180/10682 [1:18:12<12:35, 1.99it/s]
555
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9181/10682 [1:18:12<12:32, 1.99it/s]
556
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9182/10682 [1:18:13<12:28, 2.00it/s]
557
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9183/10682 [1:18:13<12:26, 2.01it/s]
558
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9184/10682 [1:18:14<12:24, 2.01it/s]
559
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9185/10682 [1:18:14<12:23, 2.01it/s]
560
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9186/10682 [1:18:15<12:21, 2.02it/s]
561
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9187/10682 [1:18:15<12:25, 2.01it/s]
562
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9188/10682 [1:18:16<12:23, 2.01it/s]
563
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9189/10682 [1:18:16<12:21, 2.01it/s]
564
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9190/10682 [1:18:17<12:20, 2.02it/s]
565
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9191/10682 [1:18:17<12:18, 2.02it/s]
566
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9192/10682 [1:18:18<12:18, 2.02it/s]
567
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9193/10682 [1:18:18<12:16, 2.02it/s]
568
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9194/10682 [1:18:19<12:15, 2.02it/s]
569
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9195/10682 [1:18:19<12:14, 2.02it/s]
570
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9196/10682 [1:18:20<12:14, 2.02it/s]
571
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9197/10682 [1:18:20<12:13, 2.02it/s]
572
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9198/10682 [1:18:21<12:12, 2.02it/s]
573
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9199/10682 [1:18:21<12:12, 2.02it/s]
574
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9200/10682 [1:18:22<12:12, 2.02it/s]{'loss': 2.7368, 'grad_norm': 0.28075122833251953, 'learning_rate': 5.7505864256519716e-05, 'epoch': 12.05}
575
 
576
+
577
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9200/10682 [1:18:22<12:12, 2.02it/s]
578
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9201/10682 [1:18:22<12:12, 2.02it/s]
579
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9202/10682 [1:18:23<12:11, 2.02it/s]
580
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9203/10682 [1:18:23<12:10, 2.02it/s]
581
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9204/10682 [1:18:24<12:10, 2.02it/s]
582
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9205/10682 [1:18:24<12:09, 2.02it/s]
583
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9206/10682 [1:18:25<12:09, 2.02it/s]
584
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9207/10682 [1:18:25<12:08, 2.02it/s]
585
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9208/10682 [1:18:26<12:07, 2.03it/s]
586
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9209/10682 [1:18:26<12:07, 2.02it/s]
587
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9210/10682 [1:18:27<12:06, 2.03it/s]
588
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9211/10682 [1:18:27<12:06, 2.02it/s]
589
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9212/10682 [1:18:28<12:05, 2.02it/s]
590
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9213/10682 [1:18:28<12:05, 2.02it/s]
591
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9214/10682 [1:18:29<12:04, 2.03it/s]
592
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9215/10682 [1:18:29<12:05, 2.02it/s]
593
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9216/10682 [1:18:30<12:04, 2.02it/s]
594
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9217/10682 [1:18:30<12:04, 2.02it/s]
595
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9218/10682 [1:18:31<12:03, 2.02it/s]
596
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9219/10682 [1:18:31<12:03, 2.02it/s]
597
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9220/10682 [1:18:32<12:03, 2.02it/s]
598
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9221/10682 [1:18:32<12:03, 2.02it/s]
599
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9222/10682 [1:18:33<12:01, 2.02it/s]
600
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9223/10682 [1:18:33<12:01, 2.02it/s]
601
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9224/10682 [1:18:34<12:00, 2.02it/s]
602
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9225/10682 [1:18:34<11:59, 2.02it/s]{'loss': 2.7433, 'grad_norm': 0.2763462960720062, 'learning_rate': 5.561858464291258e-05, 'epoch': 12.08}
603
+
604
 
605
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9225/10682 [1:18:34<11:59, 2.02it/s]
606
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9226/10682 [1:18:35<11:59, 2.02it/s]
607
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9227/10682 [1:18:35<12:00, 2.02it/s]
608
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9228/10682 [1:18:36<11:58, 2.02it/s]
609
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9229/10682 [1:18:36<11:58, 2.02it/s]
610
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9230/10682 [1:18:37<11:57, 2.02it/s]
611
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9231/10682 [1:18:37<11:57, 2.02it/s]
612
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9232/10682 [1:18:37<11:56, 2.02it/s]
613
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9233/10682 [1:18:38<11:56, 2.02it/s]
614
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9234/10682 [1:18:38<11:55, 2.02it/s]
615
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9235/10682 [1:18:39<11:55, 2.02it/s]
616
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9236/10682 [1:18:39<11:54, 2.02it/s]
617
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9237/10682 [1:18:40<11:54, 2.02it/s]
618
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9238/10682 [1:18:40<11:54, 2.02it/s]
619
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9239/10682 [1:18:41<11:53, 2.02it/s]
620
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9240/10682 [1:18:41<11:52, 2.02it/s]
621
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9241/10682 [1:18:42<11:53, 2.02it/s]
622
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9242/10682 [1:18:42<11:52, 2.02it/s]
623
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9243/10682 [1:18:43<11:51, 2.02it/s]
624
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9244/10682 [1:18:43<11:51, 2.02it/s]
625
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9245/10682 [1:18:44<11:50, 2.02it/s]
626
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9246/10682 [1:18:44<11:50, 2.02it/s]
627
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9247/10682 [1:18:45<11:49, 2.02it/s]
628
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9248/10682 [1:18:45<11:49, 2.02it/s]
629
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9249/10682 [1:18:46<11:47, 2.02it/s]
630
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9250/10682 [1:18:46<11:47, 2.02it/s]
631
 
632
+
633
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9250/10682 [1:18:46<11:47, 2.02it/s]
634
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9251/10682 [1:18:47<11:47, 2.02it/s]
635
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9252/10682 [1:18:47<11:46, 2.02it/s]
636
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9253/10682 [1:18:48<11:45, 2.03it/s]
637
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9254/10682 [1:18:48<11:45, 2.02it/s]
638
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9255/10682 [1:18:49<11:44, 2.02it/s]
639
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9256/10682 [1:18:49<11:45, 2.02it/s]
640
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9257/10682 [1:18:50<11:44, 2.02it/s]
641
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9258/10682 [1:18:50<11:44, 2.02it/s]
642
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9259/10682 [1:18:51<11:43, 2.02it/s]
643
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9260/10682 [1:18:51<11:43, 2.02it/s]
644
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9261/10682 [1:18:52<11:42, 2.02it/s]
645
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9262/10682 [1:18:52<11:41, 2.02it/s]
646
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9263/10682 [1:18:53<11:41, 2.02it/s]
647
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9264/10682 [1:18:53<11:40, 2.02it/s]
648
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9265/10682 [1:18:54<11:40, 2.02it/s]
649
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9266/10682 [1:18:54<11:39, 2.02it/s]
650
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9267/10682 [1:18:55<11:39, 2.02it/s]
651
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9268/10682 [1:18:55<11:38, 2.02it/s]
652
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9269/10682 [1:18:56<11:38, 2.02it/s]
653
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9270/10682 [1:18:56<11:37, 2.02it/s]
654
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9271/10682 [1:18:57<11:37, 2.02it/s]
655
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9272/10682 [1:18:57<11:36, 2.02it/s]
656
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9273/10682 [1:18:58<11:36, 2.02it/s]
657
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9274/10682 [1:18:58<11:35, 2.02it/s]
658
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9275/10682 [1:18:59<11:35, 2.02it/s]
659
 
660
+
661
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9275/10682 [1:18:59<11:35, 2.02it/s]
662
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9276/10682 [1:18:59<11:35, 2.02it/s]
663
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9277/10682 [1:19:00<11:35, 2.02it/s]
664
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9278/10682 [1:19:00<11:34, 2.02it/s]
665
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9279/10682 [1:19:01<11:34, 2.02it/s]
666
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9280/10682 [1:19:01<11:32, 2.02it/s]
667
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9281/10682 [1:19:02<11:32, 2.02it/s]
668
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9282/10682 [1:19:02<11:31, 2.02it/s]
669
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9283/10682 [1:19:03<11:31, 2.02it/s]
670
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9284/10682 [1:19:03<11:30, 2.02it/s]
671
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9285/10682 [1:19:04<11:31, 2.02it/s]
672
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9286/10682 [1:19:04<11:30, 2.02it/s]
673
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9287/10682 [1:19:05<11:30, 2.02it/s]
674
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9288/10682 [1:19:05<11:29, 2.02it/s]
675
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9289/10682 [1:19:06<11:29, 2.02it/s]
676
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9290/10682 [1:19:06<11:28, 2.02it/s]
677
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9291/10682 [1:19:07<11:28, 2.02it/s]
678
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9292/10682 [1:19:07<11:28, 2.02it/s]
679
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9293/10682 [1:19:08<11:27, 2.02it/s]
680
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9294/10682 [1:19:08<11:27, 2.02it/s]
681
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9295/10682 [1:19:09<11:26, 2.02it/s]
682
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9296/10682 [1:19:09<11:25, 2.02it/s]
683
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9297/10682 [1:19:10<11:25, 2.02it/s]
684
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9298/10682 [1:19:10<11:24, 2.02it/s]
685
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9299/10682 [1:19:11<11:24, 2.02it/s]
686
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9300/10682 [1:19:11<11:24, 2.02it/s]{'loss': 2.7346, 'grad_norm': 0.27623340487480164, 'learning_rate': 5.0135217920839137e-05, 'epoch': 12.18}
687
+
688
 
689
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9300/10682 [1:19:11<11:24, 2.02it/s]
690
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9301/10682 [1:19:12<11:24, 2.02it/s]
691
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9302/10682 [1:19:12<11:22, 2.02it/s]
692
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9303/10682 [1:19:13<11:22, 2.02it/s]
693
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9304/10682 [1:19:13<11:21, 2.02it/s]
694
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9305/10682 [1:19:14<11:21, 2.02it/s]
695
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9306/10682 [1:19:14<11:19, 2.02it/s]
696
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9307/10682 [1:19:15<11:19, 2.02it/s]
697
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9308/10682 [1:19:15<11:18, 2.02it/s]
698
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9309/10682 [1:19:16<11:18, 2.02it/s]
699
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9310/10682 [1:19:16<11:17, 2.02it/s]
700
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9311/10682 [1:19:17<11:17, 2.02it/s]
701
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9312/10682 [1:19:17<11:16, 2.03it/s]
702
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9313/10682 [1:19:18<11:16, 2.02it/s]
703
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9314/10682 [1:19:18<11:15, 2.02it/s]
704
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9315/10682 [1:19:19<11:15, 2.02it/s]
705
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9316/10682 [1:19:19<11:14, 2.02it/s]
706
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9317/10682 [1:19:20<11:14, 2.02it/s]
707
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9318/10682 [1:19:20<11:13, 2.02it/s]
708
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9319/10682 [1:19:21<11:15, 2.02it/s]
709
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9320/10682 [1:19:21<11:14, 2.02it/s]
710
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9321/10682 [1:19:22<11:13, 2.02it/s]
711
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9322/10682 [1:19:22<11:12, 2.02it/s]
712
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9323/10682 [1:19:22<11:11, 2.02it/s]
713
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9324/10682 [1:19:23<11:11, 2.02it/s]
714
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9325/10682 [1:19:23<11:11, 2.02it/s]{'loss': 2.7366, 'grad_norm': 0.2855311632156372, 'learning_rate': 4.836732641133895e-05, 'epoch': 12.21}
715
 
716
+
717
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9325/10682 [1:19:23<11:11, 2.02it/s]
718
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9326/10682 [1:19:24<11:11, 2.02it/s]
719
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9327/10682 [1:19:24<11:10, 2.02it/s]
720
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9328/10682 [1:19:25<11:09, 2.02it/s]
721
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9329/10682 [1:19:25<11:08, 2.02it/s]
722
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9330/10682 [1:19:26<11:08, 2.02it/s]
723
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9331/10682 [1:19:26<11:08, 2.02it/s]
724
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9332/10682 [1:19:27<11:07, 2.02it/s]
725
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9333/10682 [1:19:27<11:06, 2.02it/s]
726
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9334/10682 [1:19:28<11:07, 2.02it/s]
727
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9335/10682 [1:19:28<11:06, 2.02it/s]
728
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9336/10682 [1:19:29<11:05, 2.02it/s]
729
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9337/10682 [1:19:29<11:05, 2.02it/s]
730
  87%|β–ˆβ–ˆβ–ˆοΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9338/10682 [1:19:30<11:04, 2.02it/s]
731
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9339/10682 [1:19:30<11:04, 2.02it/s]
732
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9340/10682 [1:19:31<11:03, 2.02it/s]
733
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9341/10682 [1:19:31<11:02, 2.02it/s]
734
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9342/10682 [1:19:32<11:02, 2.02it/s]
735
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9343/10682 [1:19:32<11:01, 2.02it/s]
736
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9344/10682 [1:19:33<11:01, 2.02it/s]
737
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9345/10682 [1:19:33<11:00, 2.02it/s]
738
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9346/10682 [1:19:34<11:00, 2.02it/s]
739
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9347/10682 [1:19:34<11:00, 2.02it/s]
740
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9348/10682 [1:19:35<10:59, 2.02it/s]
741
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9349/10682 [1:19:35<10:59, 2.02it/s]
742
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9350/10682 [1:19:36<10:58, 2.02it/s]{'loss': 2.7481, 'grad_norm': 0.28073567152023315, 'learning_rate': 4.662958195146971e-05, 'epoch': 12.25}
743
+
744
 
745
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9350/10682 [1:19:36<10:58, 2.02it/s]
746
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9351/10682 [1:19:36<10:58, 2.02it/s]
747
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9352/10682 [1:19:37<10:57, 2.02it/s]
748
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9353/10682 [1:19:37<10:56, 2.02it/s]
749
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9354/10682 [1:19:38<10:56, 2.02it/s]
750
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9355/10682 [1:19:38<10:55, 2.02it/s]
751
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9356/10682 [1:19:39<10:55, 2.02it/s]
752
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9357/10682 [1:19:39<10:55, 2.02it/s]
753
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9358/10682 [1:19:40<10:54, 2.02it/s]
754
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9359/10682 [1:19:40<10:54, 2.02it/s]
755
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9360/10682 [1:19:41<10:54, 2.02it/s]
756
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9361/10682 [1:19:41<10:54, 2.02it/s]
757
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9362/10682 [1:19:42<10:53, 2.02it/s]
758
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9363/10682 [1:19:42<10:53, 2.02it/s]
759
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9364/10682 [1:19:43<10:52, 2.02it/s]
760
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9365/10682 [1:19:43<10:51, 2.02it/s]
761
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9366/10682 [1:19:44<10:50, 2.02it/s]
762
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9367/10682 [1:19:44<10:50, 2.02it/s]
763
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9368/10682 [1:19:45<10:49, 2.02it/s]
764
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9369/10682 [1:19:45<10:49, 2.02it/s]
765
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9370/10682 [1:19:46<10:48, 2.02it/s]
766
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9371/10682 [1:19:46<10:48, 2.02it/s]
767
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9372/10682 [1:19:47<10:47, 2.02it/s]
768
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9373/10682 [1:19:47<10:47, 2.02it/s]
769
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9374/10682 [1:19:48<10:46, 2.02it/s]
770
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9375/10682 [1:19:48<10:45, 2.03it/s]
771
 
772
+
773
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9375/10682 [1:19:48<10:45, 2.03it/s]
774
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9376/10682 [1:19:49<10:45, 2.02it/s]
775
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9377/10682 [1:19:49<10:44, 2.02it/s]
776
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9378/10682 [1:19:50<10:44, 2.02it/s]
777
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9379/10682 [1:19:50<10:43, 2.02it/s]
778
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9380/10682 [1:19:51<10:44, 2.02it/s]
779
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9381/10682 [1:19:51<10:42, 2.02it/s]
780
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9382/10682 [1:19:52<10:42, 2.02it/s]
781
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9383/10682 [1:19:52<10:41, 2.03it/s]
782
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9384/10682 [1:19:53<10:41, 2.02it/s]
783
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9385/10682 [1:19:53<10:40, 2.03it/s]
784
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9386/10682 [1:19:54<10:40, 2.02it/s]
785
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9387/10682 [1:19:54<10:39, 2.02it/s]
786
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9388/10682 [1:19:55<10:39, 2.02it/s]
787
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9389/10682 [1:19:55<10:39, 2.02it/s]
788
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9390/10682 [1:19:56<10:37, 2.03it/s]
789
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9391/10682 [1:19:56<10:38, 2.02it/s]
790
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9392/10682 [1:19:57<10:37, 2.02it/s]
791
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9393/10682 [1:19:57<10:36, 2.02it/s]
792
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9394/10682 [1:19:58<10:35, 2.03it/s]
793
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9395/10682 [1:19:58<10:35, 2.02it/s]
794
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9396/10682 [1:19:59<10:35, 2.02it/s]
795
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9397/10682 [1:19:59<10:35, 2.02it/s]
796
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9398/10682 [1:20:00<10:34, 2.02it/s]
797
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9399/10682 [1:20:00<10:34, 2.02it/s]
798
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9400/10682 [1:20:01<10:33, 2.02it/s]{'loss': 2.7415, 'grad_norm': 0.27810999751091003, 'learning_rate': 4.3244996147050855e-05, 'epoch': 12.31}
799
 
800
+
801
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9400/10682 [1:20:01<10:33, 2.02it/s]
802
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9401/10682 [1:20:01<10:34, 2.02it/s]
803
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9402/10682 [1:20:02<10:33, 2.02it/s]
804
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9403/10682 [1:20:02<10:32, 2.02it/s]
805
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9404/10682 [1:20:03<10:32, 2.02it/s]
806
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9405/10682 [1:20:03<10:32, 2.02it/s]
807
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9406/10682 [1:20:04<10:31, 2.02it/s]
808
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9407/10682 [1:20:04<10:30, 2.02it/s]
809
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9408/10682 [1:20:05<10:30, 2.02it/s]
810
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9409/10682 [1:20:05<10:29, 2.02it/s]
811
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9410/10682 [1:20:06<10:29, 2.02it/s]
812
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9411/10682 [1:20:06<10:28, 2.02it/s]
813
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9412/10682 [1:20:07<10:28, 2.02it/s]
814
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9413/10682 [1:20:07<10:27, 2.02it/s]
815
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9414/10682 [1:20:07<10:27, 2.02it/s]
816
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9415/10682 [1:20:08<10:26, 2.02it/s]
817
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9416/10682 [1:20:08<10:26, 2.02it/s]
818
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9417/10682 [1:20:09<10:26, 2.02it/s]
819
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9418/10682 [1:20:09<10:25, 2.02it/s]
820
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9419/10682 [1:20:10<10:25, 2.02it/s]
821
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9420/10682 [1:20:10<10:24, 2.02it/s]
822
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9421/10682 [1:20:11<10:23, 2.02it/s]
823
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9422/10682 [1:20:11<10:23, 2.02it/s]
824
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9423/10682 [1:20:12<10:23, 2.02it/s]
825
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9424/10682 [1:20:12<10:22, 2.02it/s]
826
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9425/10682 [1:20:13<10:21, 2.02it/s]
827
 
828
+
829
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9425/10682 [1:20:13<10:21, 2.02it/s]
830
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9426/10682 [1:20:13<10:21, 2.02it/s]
831
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9427/10682 [1:20:14<10:21, 2.02it/s]
832
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9428/10682 [1:20:14<10:20, 2.02it/s]
833
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9429/10682 [1:20:15<10:19, 2.02it/s]
834
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9430/10682 [1:20:15<10:18, 2.02it/s]
835
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9431/10682 [1:20:16<10:18, 2.02it/s]
836
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9432/10682 [1:20:16<10:17, 2.02it/s]
837
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9433/10682 [1:20:17<10:17, 2.02it/s]
838
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9434/10682 [1:20:17<10:16, 2.02it/s]
839
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9435/10682 [1:20:18<10:16, 2.02it/s]
840
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9436/10682 [1:20:18<10:15, 2.02it/s]
841
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9437/10682 [1:20:19<10:15, 2.02it/s]
842
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9438/10682 [1:20:19<10:14, 2.02it/s]
843
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9439/10682 [1:20:20<10:14, 2.02it/s]
844
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9440/10682 [1:20:20<10:13, 2.02it/s]
845
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9441/10682 [1:20:21<10:13, 2.02it/s]
846
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9442/10682 [1:20:21<10:12, 2.02it/s]
847
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9443/10682 [1:20:22<10:12, 2.02it/s]
848
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9444/10682 [1:20:22<10:11, 2.02it/s]
849
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9445/10682 [1:20:23<10:12, 2.02it/s]
850
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9446/10682 [1:20:23<10:11, 2.02it/s]
851
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9447/10682 [1:20:24<10:10, 2.02it/s]
852
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9448/10682 [1:20:24<10:09, 2.02it/s]
853
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9449/10682 [1:20:25<10:08, 2.03it/s]
854
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9450/10682 [1:20:25<10:08, 2.02it/s]
855
  {'loss': 2.7417, 'grad_norm': 0.2766771912574768, 'learning_rate': 3.998236419395806e-05, 'epoch': 12.38}
856
+
857
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9450/10682 [1:20:25<10:08, 2.02it/s]
858
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9451/10682 [1:20:26<10:08, 2.02it/s]
859
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9452/10682 [1:20:26<10:07, 2.02it/s]
860
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9453/10682 [1:20:27<10:07, 2.02it/s]
861
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9454/10682 [1:20:27<10:06, 2.02it/s]
862
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9455/10682 [1:20:28<10:06, 2.02it/s]
863
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9456/10682 [1:20:28<10:05, 2.02it/s]
864
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9457/10682 [1:20:29<10:05, 2.02it/s]
865
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9458/10682 [1:20:29<10:05, 2.02it/s]
866
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9459/10682 [1:20:30<10:57, 1.86it/s]
867
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9460/10682 [1:20:30<10:40, 1.91it/s]
868
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9461/10682 [1:20:31<10:29, 1.94it/s]
869
  89%|β–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½β–ˆβ–ˆβ–ˆβ–Š | 9462/10682 [1:20:31<10:21, 1.96it/s]
870
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9463/10682 [1:20:32<10:15, 1.98it/s]
871
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9464/10682 [1:20:32<10:10, 1.99it/s]
872
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9465/10682 [1:20:33<10:07, 2.00it/s]
873
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9466/10682 [1:20:33<10:05, 2.01it/s]
874
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9467/10682 [1:20:34<10:02, 2.02it/s]
875
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9468/10682 [1:20:34<10:01, 2.02it/s]
876
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9469/10682 [1:20:35<10:00, 2.02it/s]
877
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9470/10682 [1:20:35<09:59, 2.02it/s]
878
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9471/10682 [1:20:36<09:58, 2.02it/s]
879
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9472/10682 [1:20:36<09:58, 2.02it/s]
880
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9473/10682 [1:20:37<09:57, 2.02it/s]
881
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9474/10682 [1:20:37<09:56, 2.02it/s]
882
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9475/10682 [1:20:38<09:55, 2.03it/s]{'loss': 2.7382, 'grad_norm': 0.27711209654808044, 'learning_rate': 3.839705441646779e-05, 'epoch': 12.41}
883
 
884
+
885
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9475/10682 [1:20:38<09:55, 2.03it/s]
886
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9476/10682 [1:20:38<09:58, 2.02it/s]
887
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9477/10682 [1:20:39<09:56, 2.02it/s]
888
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9478/10682 [1:20:39<09:56, 2.02it/s]
889
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9479/10682 [1:20:40<09:55, 2.02it/s]
890
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9480/10682 [1:20:40<09:54, 2.02it/s]
891
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9481/10682 [1:20:41<09:53, 2.02it/s]
892
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9482/10682 [1:20:41<09:53, 2.02it/s]
893
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9483/10682 [1:20:42<09:53, 2.02it/s]
894
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9484/10682 [1:20:42<09:52, 2.02it/s]
895
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9485/10682 [1:20:43<09:51, 2.02it/s]
896
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9486/10682 [1:20:43<09:51, 2.02it/s]
897
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9487/10682 [1:20:44<09:50, 2.02it/s]
898
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9488/10682 [1:20:44<09:50, 2.02it/s]
899
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9489/10682 [1:20:45<09:49, 2.02it/s]
900
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9490/10682 [1:20:45<09:49, 2.02it/s]
901
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9491/10682 [1:20:46<09:48, 2.02it/s]
902
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9492/10682 [1:20:46<09:47, 2.02it/s]
903
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9493/10682 [1:20:47<09:46, 2.03it/s]
904
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9494/10682 [1:20:47<09:46, 2.02it/s]
905
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9495/10682 [1:20:48<09:46, 2.02it/s]
906
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9496/10682 [1:20:48<09:46, 2.02it/s]
907
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9497/10682 [1:20:49<09:45, 2.02it/s]
908
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9498/10682 [1:20:49<09:45, 2.02it/s]
909
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9499/10682 [1:20:50<09:44, 2.02it/s]
910
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9500/10682 [1:20:50<09:43, 2.02it/s]
911
 
912
+
913
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9500/10682 [1:20:50<09:43, 2.02it/s]
914
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9501/10682 [1:20:51<09:44, 2.02it/s]
915
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9502/10682 [1:20:51<09:43, 2.02it/s]
916
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9503/10682 [1:20:52<09:43, 2.02it/s]
917
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9504/10682 [1:20:52<09:42, 2.02it/s]
918
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9505/10682 [1:20:53<09:42, 2.02it/s]
919
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9506/10682 [1:20:53<09:41, 2.02it/s]
920
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9507/10682 [1:20:54<09:40, 2.02it/s]
921
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9508/10682 [1:20:54<09:39, 2.03it/s]
922
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9509/10682 [1:20:55<09:39, 2.02it/s]
923
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9510/10682 [1:20:55<09:38, 2.03it/s]
924
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9511/10682 [1:20:56<09:38, 2.02it/s]
925
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9512/10682 [1:20:56<09:37, 2.02it/s]
926
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9513/10682 [1:20:57<09:37, 2.02it/s]
927
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9514/10682 [1:20:57<09:37, 2.02it/s]
928
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9515/10682 [1:20:58<09:36, 2.02it/s]
929
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9516/10682 [1:20:58<09:36, 2.02it/s]
930
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9517/10682 [1:20:59<09:35, 2.02it/s]
931
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9518/10682 [1:20:59<09:35, 2.02it/s]
932
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9519/10682 [1:21:00<09:34, 2.03it/s]
933
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9520/10682 [1:21:00<09:34, 2.02it/s]
934
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9521/10682 [1:21:01<09:33, 2.02it/s]
935
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9522/10682 [1:21:01<09:33, 2.02it/s]
936
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9523/10682 [1:21:02<09:32, 2.02it/s]
937
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9524/10682 [1:21:02<09:32, 2.02it/s]
938
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9525/10682 [1:21:03<09:31, 2.02it/s]
939
 
940
+
941
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9525/10682 [1:21:03<09:31, 2.02it/s]
942
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9526/10682 [1:21:03<09:32, 2.02it/s]
943
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9527/10682 [1:21:03<09:31, 2.02it/s]
944
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9528/10682 [1:21:04<09:30, 2.02it/s]
945
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9529/10682 [1:21:04<09:29, 2.02it/s]
946
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9530/10682 [1:21:05<09:28, 2.02it/s]
947
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9531/10682 [1:21:05<09:28, 2.02it/s]
948
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9532/10682 [1:21:06<09:27, 2.03it/s]
949
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9533/10682 [1:21:06<09:27, 2.02it/s]
950
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9534/10682 [1:21:07<09:26, 2.02it/s]
951
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9535/10682 [1:21:07<09:26, 2.02it/s]
952
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9536/10682 [1:21:08<09:26, 2.02it/s]
953
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9537/10682 [1:21:08<09:26, 2.02it/s]
954
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9538/10682 [1:21:09<09:25, 2.02it/s]
955
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9539/10682 [1:21:09<09:25, 2.02it/s]
956
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9540/10682 [1:21:10<09:24, 2.02it/s]
957
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9541/10682 [1:21:10<09:24, 2.02it/s]
958
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9542/10682 [1:21:11<09:23, 2.02it/s]
959
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9543/10682 [1:21:11<09:23, 2.02it/s]
960
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9544/10682 [1:21:12<09:22, 2.02it/s]
961
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9545/10682 [1:21:12<09:21, 2.02it/s]
962
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9546/10682 [1:21:13<09:21, 2.02it/s]
963
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9547/10682 [1:21:13<09:20, 2.02it/s]
964
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9548/10682 [1:21:14<09:20, 2.02it/s]
965
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9549/10682 [1:21:14<09:20, 2.02it/s]
966
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9550/10682 [1:21:15<09:19, 2.02it/s]
967
 
968
+
969
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9550/10682 [1:21:15<09:19, 2.02it/s]
970
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9551/10682 [1:21:15<09:19, 2.02it/s]
971
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9552/10682 [1:21:16<09:18, 2.02it/s]
972
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9553/10682 [1:21:16<09:18, 2.02it/s]
973
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9554/10682 [1:21:17<09:17, 2.02it/s]
974
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9555/10682 [1:21:17<09:17, 2.02it/s]
975
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9556/10682 [1:21:18<09:16, 2.02it/s]
976
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9557/10682 [1:21:18<09:15, 2.03it/s]
977
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9558/10682 [1:21:19<09:15, 2.02it/s]
978
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9559/10682 [1:21:19<09:14, 2.03it/s]
979
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9560/10682 [1:21:20<09:13, 2.03it/s]
980
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9561/10682 [1:21:20<09:13, 2.02it/s]
981
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9562/10682 [1:21:21<09:12, 2.03it/s]
982
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9563/10682 [1:21:21<09:13, 2.02it/s]
983
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9564/10682 [1:21:22<09:12, 2.02it/s]
984
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9565/10682 [1:21:22<09:12, 2.02it/s]
985
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9566/10682 [1:21:23<09:11, 2.02it/s]
986
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9567/10682 [1:21:23<09:11, 2.02it/s]
987
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9568/10682 [1:21:24<09:10, 2.02it/s]
988
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9569/10682 [1:21:24<09:57, 1.86it/s]
989
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9570/10682 [1:21:25<09:43, 1.91it/s]
990
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9571/10682 [1:21:25<09:32, 1.94it/s]
991
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9572/10682 [1:21:26<09:25, 1.96it/s]
992
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9573/10682 [1:21:26<09:20, 1.98it/s]
993
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9574/10682 [1:21:27<09:15, 1.99it/s]
994
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9575/10682 [1:21:27<09:13, 2.00it/s]
995
 
996
+
997
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9575/10682 [1:21:27<09:13, 2.00it/s]
998
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9576/10682 [1:21:28<09:13, 2.00it/s]
999
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9577/10682 [1:21:28<09:10, 2.01it/s]
1000
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9578/10682 [1:21:29<09:08, 2.01it/s]
1001
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9579/10682 [1:21:29<09:07, 2.02it/s]
1002
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9580/10682 [1:21:30<09:06, 2.02it/s]
1003
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9581/10682 [1:21:30<09:05, 2.02it/s]
1004
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9582/10682 [1:21:31<09:05, 2.02it/s]
1005
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9583/10682 [1:21:31<09:03, 2.02it/s]
1006
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9584/10682 [1:21:32<09:03, 2.02it/s]
1007
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9585/10682 [1:21:32<09:01, 2.02it/s]
1008
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9586/10682 [1:21:33<09:01, 2.02it/s]
1009
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9587/10682 [1:21:33<09:00, 2.03it/s]
1010
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9588/10682 [1:21:34<09:00, 2.02it/s]
1011
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9589/10682 [1:21:34<08:59, 2.02it/s]
1012
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9590/10682 [1:21:35<08:59, 2.02it/s]
1013
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9591/10682 [1:21:35<08:58, 2.03it/s]
1014
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9592/10682 [1:21:36<08:58, 2.03it/s]
1015
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9593/10682 [1:21:36<08:57, 2.03it/s]
1016
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9594/10682 [1:21:37<08:57, 2.03it/s]
1017
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9595/10682 [1:21:37<08:57, 2.02it/s]
1018
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9596/10682 [1:21:38<08:56, 2.02it/s]
1019
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9597/10682 [1:21:38<08:56, 2.02it/s]
1020
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9598/10682 [1:21:39<08:55, 2.02it/s]
1021
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9599/10682 [1:21:39<08:55, 2.02it/s]
1022
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9600/10682 [1:21:40<08:55, 2.02it/s]
1023
 
1024
+
1025
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9600/10682 [1:21:40<08:55, 2.02it/s]
1026
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9601/10682 [1:21:40<08:54, 2.02it/s]
1027
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9602/10682 [1:21:41<08:54, 2.02it/s]
1028
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9603/10682 [1:21:41<08:53, 2.02it/s]
1029
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9604/10682 [1:21:42<08:52, 2.02it/s]
1030
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9605/10682 [1:21:42<08:52, 2.02it/s]
1031
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9606/10682 [1:21:43<08:52, 2.02it/s]
1032
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9607/10682 [1:21:43<08:51, 2.02it/s]
1033
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9608/10682 [1:21:44<08:51, 2.02it/s]
1034
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9609/10682 [1:21:44<08:50, 2.02it/s]
1035
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9610/10682 [1:21:45<08:49, 2.03it/s]
1036
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9611/10682 [1:21:45<08:49, 2.02it/s]
1037
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9612/10682 [1:21:46<08:48, 2.03it/s]
1038
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9613/10682 [1:21:46<08:48, 2.02it/s]
1039
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9614/10682 [1:21:47<08:46, 2.03it/s]
1040
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9615/10682 [1:21:47<08:46, 2.02it/s]
1041
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9616/10682 [1:21:48<08:46, 2.03it/s]
1042
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9617/10682 [1:21:48<08:46, 2.02it/s]
1043
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9618/10682 [1:21:49<08:45, 2.02it/s]
1044
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9619/10682 [1:21:49<08:45, 2.02it/s]
1045
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9620/10682 [1:21:50<08:44, 2.02it/s]
1046
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9621/10682 [1:21:50<08:44, 2.02it/s]
1047
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9622/10682 [1:21:51<08:43, 2.02it/s]
1048
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9623/10682 [1:21:51<08:43, 2.02it/s]
1049
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9624/10682 [1:21:52<08:43, 2.02it/s]
1050
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9625/10682 [1:21:52<08:42, 2.02it/s]{'loss': 2.7489, 'grad_norm': 0.2770747244358063, 'learning_rate': 2.9535819277506203e-05, 'epoch': 12.61}
1051
 
1052
+
1053
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9625/10682 [1:21:52<08:42, 2.02it/s]
1054
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9626/10682 [1:21:53<08:42, 2.02it/s]
1055
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9627/10682 [1:21:53<08:42, 2.02it/s]
1056
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9628/10682 [1:21:54<08:41, 2.02it/s]
1057
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9629/10682 [1:21:54<08:40, 2.02it/s]
1058
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9630/10682 [1:21:55<08:39, 2.02it/s]
1059
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9631/10682 [1:21:55<08:39, 2.02it/s]
1060
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9632/10682 [1:21:56<08:38, 2.02it/s]
1061
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9633/10682 [1:21:56<08:38, 2.02it/s]
1062
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9634/10682 [1:21:57<08:37, 2.02it/s]
1063
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9635/10682 [1:21:57<08:37, 2.02it/s]
1064
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9636/10682 [1:21:58<08:36, 2.02it/s]
1065
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9637/10682 [1:21:58<08:36, 2.02it/s]
1066
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9638/10682 [1:21:59<08:35, 2.02it/s]
1067
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9639/10682 [1:21:59<08:35, 2.02it/s]
1068
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9640/10682 [1:21:59<08:34, 2.02it/s]
1069
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9641/10682 [1:22:00<08:34, 2.02it/s]
1070
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9642/10682 [1:22:00<08:34, 2.02it/s]
1071
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9643/10682 [1:22:01<08:33, 2.02it/s]
1072
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9644/10682 [1:22:01<08:33, 2.02it/s]
1073
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9645/10682 [1:22:02<08:32, 2.02it/s]
1074
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9646/10682 [1:22:02<08:32, 2.02it/s]
1075
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9647/10682 [1:22:03<08:31, 2.02it/s]
1076
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9648/10682 [1:22:03<08:31, 2.02it/s]
1077
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9649/10682 [1:22:04<08:30, 2.02it/s]
1078
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9650/10682 [1:22:04<08:29, 2.02it/s]{'loss': 2.7507, 'grad_norm': 0.2786267101764679, 'learning_rate': 2.8168304138088295e-05, 'epoch': 12.64}
1079
 
1080
+
1081
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9650/10682 [1:22:04<08:29, 2.02it/s]
1082
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9651/10682 [1:22:05<08:29, 2.02it/s]
1083
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9652/10682 [1:22:05<08:29, 2.02it/s]
1084
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9653/10682 [1:22:06<08:29, 2.02it/s]
1085
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9654/10682 [1:22:06<08:28, 2.02it/s]
1086
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9655/10682 [1:22:07<08:28, 2.02it/s]
1087
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9656/10682 [1:22:07<08:27, 2.02it/s]
1088
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9657/10682 [1:22:08<08:27, 2.02it/s]
1089
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9658/10682 [1:22:08<08:26, 2.02it/s]
1090
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9659/10682 [1:22:09<08:26, 2.02it/s]
1091
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9660/10682 [1:22:09<08:25, 2.02it/s]
1092
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9661/10682 [1:22:10<08:25, 2.02it/s]
1093
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9662/10682 [1:22:10<08:24, 2.02it/s]
1094
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9663/10682 [1:22:11<08:24, 2.02it/s]
1095
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9664/10682 [1:22:11<08:23, 2.02it/s]
1096
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9665/10682 [1:22:12<08:23, 2.02it/s]
1097
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9666/10682 [1:22:12<08:23, 2.02it/s]
1098
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9667/10682 [1:22:13<08:22, 2.02it/s]
1099
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9668/10682 [1:22:13<08:21, 2.02it/s]
1100
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9669/10682 [1:22:14<08:20, 2.02it/s]
1101
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9670/10682 [1:22:14<08:19, 2.02it/s]
1102
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9671/10682 [1:22:15<08:19, 2.02it/s]
1103
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9672/10682 [1:22:15<08:18, 2.03it/s]
1104
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9673/10682 [1:22:16<08:18, 2.02it/s]
1105
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9674/10682 [1:22:16<08:17, 2.03it/s]
1106
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9675/10682 [1:22:17<08:17, 2.02it/s]
1107
  {'loss': 2.7574, 'grad_norm': 0.27770131826400757, 'learning_rate': 2.6832284358471516e-05, 'epoch': 12.67}
1108
+
1109
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9675/10682 [1:22:17<08:17, 2.02it/s]
1110
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9676/10682 [1:22:17<08:16, 2.02it/s]
1111
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9677/10682 [1:22:18<08:16, 2.02it/s]
1112
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9678/10682 [1:22:18<08:16, 2.02it/s]
1113
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9679/10682 [1:22:19<08:15, 2.02it/s]
1114
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9680/10682 [1:22:19<08:15, 2.02it/s]
1115
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9681/10682 [1:22:20<08:14, 2.02it/s]
1116
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9682/10682 [1:22:20<08:14, 2.02it/s]
1117
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9683/10682 [1:22:21<08:13, 2.02it/s]
1118
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9684/10682 [1:22:21<08:13, 2.02it/s]
1119
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9685/10682 [1:22:22<08:12, 2.02it/s]
1120
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9686/10682 [1:22:22<08:12, 2.02it/s]
1121
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9687/10682 [1:22:23<08:11, 2.03it/s]
1122
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9688/10682 [1:22:23<08:11, 2.02it/s]
1123
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9689/10682 [1:22:24<08:10, 2.02it/s]
1124
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9690/10682 [1:22:24<08:10, 2.02it/s]
1125
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9691/10682 [1:22:25<08:09, 2.02it/s]
1126
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9692/10682 [1:22:25<08:09, 2.02it/s]
1127
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9693/10682 [1:22:26<08:08, 2.02it/s]
1128
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9694/10682 [1:22:26<08:08, 2.02it/s]
1129
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9695/10682 [1:22:27<08:08, 2.02it/s]
1130
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9696/10682 [1:22:27<08:07, 2.02it/s]
1131
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9697/10682 [1:22:28<08:06, 2.02it/s]
1132
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9698/10682 [1:22:28<08:06, 2.02it/s]
1133
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9699/10682 [1:22:29<08:05, 2.02it/s]
1134
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9700/10682 [1:22:29<08:05, 2.02it/s]
1135
  {'loss': 2.749, 'grad_norm': 0.27603113651275635, 'learning_rate': 2.5527849119658387e-05, 'epoch': 12.7}
1136
+
1137
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9700/10682 [1:22:29<08:05, 2.02it/s]
1138
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9701/10682 [1:22:30<08:05, 2.02it/s]
1139
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9702/10682 [1:22:30<08:04, 2.02it/s]
1140
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9703/10682 [1:22:31<08:04, 2.02it/s]
1141
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9704/10682 [1:22:31<08:03, 2.02it/s]
1142
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9705/10682 [1:22:32<08:03, 2.02it/s]
1143
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9706/10682 [1:22:32<08:02, 2.02it/s]
1144
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9707/10682 [1:22:33<08:02, 2.02it/s]
1145
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9708/10682 [1:22:33<08:01, 2.02it/s]
1146
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9709/10682 [1:22:34<08:01, 2.02it/s]
1147
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½οΏ½β–ˆ | 9710/10682 [1:22:34<08:00, 2.02it/s]
1148
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9711/10682 [1:22:35<08:00, 2.02it/s]
1149
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9712/10682 [1:22:35<07:59, 2.02it/s]
1150
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9713/10682 [1:22:36<07:58, 2.02it/s]
1151
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9714/10682 [1:22:36<07:58, 2.02it/s]
1152
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9715/10682 [1:22:37<07:57, 2.02it/s]
1153
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9716/10682 [1:22:37<07:57, 2.02it/s]
1154
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9717/10682 [1:22:38<07:56, 2.02it/s]
1155
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9718/10682 [1:22:38<07:56, 2.02it/s]
1156
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9719/10682 [1:22:39<07:55, 2.02it/s]
1157
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9720/10682 [1:22:39<07:54, 2.03it/s]
1158
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9721/10682 [1:22:40<07:54, 2.03it/s]
1159
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9722/10682 [1:22:40<07:54, 2.02it/s]
1160
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9723/10682 [1:22:41<07:53, 2.02it/s]
1161
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9724/10682 [1:22:41<07:53, 2.02it/s]
1162
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9725/10682 [1:22:42<07:52, 2.03it/s]
1163
  {'loss': 2.756, 'grad_norm': 0.27851659059524536, 'learning_rate': 2.4255085494343522e-05, 'epoch': 12.74}
1164
+
1165
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9725/10682 [1:22:42<07:52, 2.03it/s]
1166
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9726/10682 [1:22:42<07:53, 2.02it/s]
1167
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9727/10682 [1:22:42<07:51, 2.02it/s]
1168
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9728/10682 [1:22:43<07:51, 2.02it/s]
1169
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9729/10682 [1:22:43<07:51, 2.02it/s]
1170
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9730/10682 [1:22:44<07:50, 2.02it/s]
1171
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9731/10682 [1:22:44<07:50, 2.02it/s]
1172
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9732/10682 [1:22:45<07:49, 2.02it/s]
1173
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9733/10682 [1:22:45<07:48, 2.02it/s]
1174
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9734/10682 [1:22:46<07:48, 2.02it/s]
1175
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9735/10682 [1:22:46<07:48, 2.02it/s]
1176
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9736/10682 [1:22:47<07:47, 2.02it/s]
1177
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9737/10682 [1:22:47<07:47, 2.02it/s]
1178
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9738/10682 [1:22:48<07:46, 2.02it/s]
1179
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9739/10682 [1:22:48<07:46, 2.02it/s]
1180
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9740/10682 [1:22:49<07:45, 2.02it/s]
1181
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9741/10682 [1:22:49<07:45, 2.02it/s]
1182
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9742/10682 [1:22:50<07:44, 2.02it/s]
1183
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9743/10682 [1:22:50<07:44, 2.02it/s]
1184
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9744/10682 [1:22:51<07:44, 2.02it/s]
1185
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9745/10682 [1:22:51<07:43, 2.02it/s]
1186
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9746/10682 [1:22:52<07:42, 2.02it/s]
1187
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9747/10682 [1:22:52<07:42, 2.02it/s]
1188
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9748/10682 [1:22:53<07:42, 2.02it/s]
1189
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9749/10682 [1:22:53<07:41, 2.02it/s]
1190
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9750/10682 [1:22:54<07:40, 2.02it/s]
1191
  {'loss': 2.7534, 'grad_norm': 0.2752934694290161, 'learning_rate': 2.301407844110154e-05, 'epoch': 12.77}
1192
+
1193
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9750/10682 [1:22:54<07:40, 2.02it/s]
1194
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9751/10682 [1:22:54<07:40, 2.02it/s]
1195
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9752/10682 [1:22:55<07:39, 2.02it/s]
1196
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9753/10682 [1:22:55<07:39, 2.02it/s]
1197
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9754/10682 [1:22:56<07:39, 2.02it/s]
1198
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9755/10682 [1:22:56<07:38, 2.02it/s]
1199
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9756/10682 [1:22:57<07:38, 2.02it/s]
1200
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9757/10682 [1:22:57<07:37, 2.02it/s]
1201
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9758/10682 [1:22:58<07:37, 2.02it/s]
1202
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9759/10682 [1:22:58<07:36, 2.02it/s]
1203
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9760/10682 [1:22:59<07:36, 2.02it/s]
1204
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9761/10682 [1:22:59<07:35, 2.02it/s]
1205
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9762/10682 [1:23:00<07:34, 2.02it/s]
1206
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9763/10682 [1:23:00<07:34, 2.02it/s]
1207
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9764/10682 [1:23:01<07:33, 2.02it/s]
1208
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9765/10682 [1:23:01<07:33, 2.02it/s]
1209
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9766/10682 [1:23:02<07:32, 2.02it/s]
1210
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9767/10682 [1:23:02<07:32, 2.02it/s]
1211
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9768/10682 [1:23:03<07:32, 2.02it/s]
1212
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9769/10682 [1:23:03<07:31, 2.02it/s]
1213
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9770/10682 [1:23:04<07:31, 2.02it/s]
1214
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9771/10682 [1:23:04<07:30, 2.02it/s]
1215
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9772/10682 [1:23:05<07:30, 2.02it/s]
1216
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9773/10682 [1:23:05<07:29, 2.02it/s]
1217
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9774/10682 [1:23:06<07:28, 2.02it/s]
1218
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9775/10682 [1:23:06<07:28, 2.02it/s]
1219
  {'loss': 2.7569, 'grad_norm': 0.27959272265434265, 'learning_rate': 2.1804910798715826e-05, 'epoch': 12.8}
1220
+
1221
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9775/10682 [1:23:06<07:28, 2.02it/s]
1222
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9776/10682 [1:23:07<07:28, 2.02it/s]
1223
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9777/10682 [1:23:07<07:27, 2.02it/s]
1224
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9778/10682 [1:23:08<07:27, 2.02it/s]
1225
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9779/10682 [1:23:08<07:26, 2.02it/s]
1226
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9780/10682 [1:23:09<07:25, 2.02it/s]
1227
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9781/10682 [1:23:09<07:25, 2.02it/s]
1228
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9782/10682 [1:23:10<07:25, 2.02it/s]
1229
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9783/10682 [1:23:10<07:24, 2.02it/s]
1230
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9784/10682 [1:23:11<07:24, 2.02it/s]
1231
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9785/10682 [1:23:11<07:23, 2.02it/s]
1232
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9786/10682 [1:23:12<07:23, 2.02it/s]
1233
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9787/10682 [1:23:12<07:22, 2.02it/s]
1234
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9788/10682 [1:23:13<07:21, 2.02it/s]
1235
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9789/10682 [1:23:13<07:21, 2.02it/s]
1236
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9790/10682 [1:23:14<07:20, 2.03it/s]
1237
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9791/10682 [1:23:14<07:20, 2.02it/s]
1238
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9792/10682 [1:23:15<07:19, 2.02it/s]
1239
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9793/10682 [1:23:15<07:19, 2.02it/s]
1240
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9794/10682 [1:23:16<07:18, 2.02it/s]
1241
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9795/10682 [1:23:16<07:17, 2.03it/s]
1242
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9796/10682 [1:23:17<07:17, 2.02it/s]
1243
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9797/10682 [1:23:17<07:16, 2.03it/s]
1244
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9798/10682 [1:23:18<07:16, 2.03it/s]
1245
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9799/10682 [1:23:18<07:15, 2.03it/s]
1246
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9800/10682 [1:23:19<07:15, 2.02it/s]
1247
 
1248
+
1249
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9800/10682 [1:23:19<07:15, 2.02it/s]
1250
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9801/10682 [1:23:19<07:17, 2.01it/s]
1251
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9802/10682 [1:23:20<07:16, 2.02it/s]
1252
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9803/10682 [1:23:20<07:15, 2.02it/s]
1253
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9804/10682 [1:23:21<07:14, 2.02it/s]
1254
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9805/10682 [1:23:21<07:14, 2.02it/s]
1255
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9806/10682 [1:23:22<07:13, 2.02it/s]
1256
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9807/10682 [1:23:22<07:12, 2.02it/s]
1257
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9808/10682 [1:23:23<07:12, 2.02it/s]
1258
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9809/10682 [1:23:23<07:11, 2.02it/s]
1259
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9810/10682 [1:23:24<07:11, 2.02it/s]
1260
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9811/10682 [1:23:24<07:11, 2.02it/s]
1261
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9812/10682 [1:23:25<07:10, 2.02it/s]
1262
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9813/10682 [1:23:25<07:09, 2.02it/s]
1263
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9814/10682 [1:23:26<07:09, 2.02it/s]
1264
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9815/10682 [1:23:26<07:08, 2.02it/s]
1265
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9816/10682 [1:23:27<07:08, 2.02it/s]
1266
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9817/10682 [1:23:27<07:07, 2.02it/s]
1267
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9818/10682 [1:23:28<07:07, 2.02it/s]
1268
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9819/10682 [1:23:28<07:06, 2.02it/s]
1269
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9820/10682 [1:23:28<07:06, 2.02it/s]
1270
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9821/10682 [1:23:29<07:05, 2.02it/s]
1271
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9822/10682 [1:23:29<07:05, 2.02it/s]
1272
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9823/10682 [1:23:30<07:04, 2.02it/s]
1273
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9824/10682 [1:23:30<07:04, 2.02it/s]
1274
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9825/10682 [1:23:31<07:03, 2.02it/s]
1275
 
1276
+
1277
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9825/10682 [1:23:31<07:03, 2.02it/s]
1278
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9826/10682 [1:23:31<07:03, 2.02it/s]
1279
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9827/10682 [1:23:32<07:02, 2.02it/s]
1280
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9828/10682 [1:23:32<07:02, 2.02it/s]
1281
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9829/10682 [1:23:33<07:01, 2.02it/s]
1282
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9830/10682 [1:23:33<07:01, 2.02it/s]
1283
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9831/10682 [1:23:34<07:00, 2.02it/s]
1284
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9832/10682 [1:23:34<06:59, 2.02it/s]
1285
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9833/10682 [1:23:35<06:59, 2.02it/s]
1286
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9834/10682 [1:23:35<06:58, 2.03it/s]
1287
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9835/10682 [1:23:36<06:58, 2.02it/s]
1288
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9836/10682 [1:23:36<06:57, 2.02it/s]
1289
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9837/10682 [1:23:37<06:57, 2.02it/s]
1290
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9838/10682 [1:23:37<06:57, 2.02it/s]
1291
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9839/10682 [1:23:38<06:56, 2.02it/s]
1292
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9840/10682 [1:23:38<06:56, 2.02it/s]
1293
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9841/10682 [1:23:39<06:55, 2.02it/s]
1294
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9842/10682 [1:23:39<06:55, 2.02it/s]
1295
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9843/10682 [1:23:40<06:54, 2.02it/s]
1296
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9844/10682 [1:23:40<06:54, 2.02it/s]
1297
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9845/10682 [1:23:41<06:54, 2.02it/s]
1298
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9846/10682 [1:23:41<06:54, 2.02it/s]
1299
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9847/10682 [1:23:42<06:53, 2.02it/s]
1300
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9848/10682 [1:23:42<06:52, 2.02it/s]
1301
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9849/10682 [1:23:43<06:52, 2.02it/s]
1302
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9850/10682 [1:23:43<06:51, 2.02it/s]{'loss': 2.7634, 'grad_norm': 0.27715760469436646, 'learning_rate': 1.8369240812535104e-05, 'epoch': 12.9}
1303
 
1304
+
1305
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9850/10682 [1:23:43<06:51, 2.02it/s]
1306
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9851/10682 [1:23:44<06:51, 2.02it/s]
1307
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9852/10682 [1:23:44<06:51, 2.02it/s]
1308
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9853/10682 [1:23:45<06:50, 2.02it/s]
1309
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9854/10682 [1:23:45<06:50, 2.02it/s]
1310
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9855/10682 [1:23:46<06:49, 2.02it/s]
1311
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9856/10682 [1:23:46<06:49, 2.02it/s]
1312
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9857/10682 [1:23:47<06:47, 2.02it/s]
1313
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9858/10682 [1:23:47<06:47, 2.02it/s]
1314
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9859/10682 [1:23:48<06:46, 2.02it/s]
1315
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9860/10682 [1:23:48<06:46, 2.02it/s]
1316
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9861/10682 [1:23:49<06:45, 2.02it/s]
1317
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9862/10682 [1:23:49<06:45, 2.02it/s]
1318
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9863/10682 [1:23:50<06:44, 2.02it/s]
1319
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9864/10682 [1:23:50<06:44, 2.02it/s]
1320
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9865/10682 [1:23:51<06:43, 2.02it/s]
1321
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9866/10682 [1:23:51<06:43, 2.02it/s]
1322
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9867/10682 [1:23:52<06:43, 2.02it/s]
1323
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9868/10682 [1:23:52<06:42, 2.02it/s]
1324
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9869/10682 [1:23:53<06:42, 2.02it/s]
1325
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9870/10682 [1:23:53<06:41, 2.02it/s]
1326
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9871/10682 [1:23:54<06:40, 2.02it/s]
1327
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9872/10682 [1:23:54<06:40, 2.02it/s]
1328
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9873/10682 [1:23:55<06:39, 2.02it/s]
1329
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9874/10682 [1:23:55<06:39, 2.02it/s]
1330
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:23:56<06:38, 2.02it/s]
1331
 
1332
+
1333
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:23:56<06:38, 2.02it/s]
1334
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9876/10682 [1:23:56<06:38, 2.02it/s]
1335
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9877/10682 [1:23:57<06:38, 2.02it/s]
1336
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9878/10682 [1:23:57<06:38, 2.02it/s]
1337
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9879/10682 [1:23:58<06:37, 2.02it/s]
1338
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9880/10682 [1:23:58<06:36, 2.02it/s]
1339
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9881/10682 [1:23:59<06:35, 2.02it/s]
1340
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9882/10682 [1:23:59<06:35, 2.02it/s]
1341
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9883/10682 [1:24:00<06:35, 2.02it/s]
1342
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9884/10682 [1:24:00<06:34, 2.02it/s]
1343
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9885/10682 [1:24:01<06:34, 2.02it/s]
1344
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9886/10682 [1:24:01<06:33, 2.02it/s]
1345
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9887/10682 [1:24:02<06:32, 2.02it/s]
1346
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9888/10682 [1:24:02<06:32, 2.02it/s]
1347
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9889/10682 [1:24:03<06:32, 2.02it/s]
1348
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9890/10682 [1:24:03<06:31, 2.02it/s]
1349
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9891/10682 [1:24:04<06:31, 2.02it/s]
1350
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9892/10682 [1:24:04<06:30, 2.02it/s]
1351
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9893/10682 [1:24:05<06:29, 2.02it/s]
1352
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9894/10682 [1:24:05<06:29, 2.02it/s]
1353
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9895/10682 [1:24:06<06:28, 2.03it/s]
1354
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9896/10682 [1:24:06<06:28, 2.02it/s]
1355
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9897/10682 [1:24:07<06:27, 2.02it/s]
1356
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9898/10682 [1:24:07<06:27, 2.02it/s]
1357
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9899/10682 [1:24:08<06:26, 2.02it/s]
1358
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:24:08<06:26, 2.02it/s]{'loss': 2.7483, 'grad_norm': 0.2770647406578064, 'learning_rate': 1.6239414036870183e-05, 'epoch': 12.97}
1359
 
1360
+
1361
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:24:08<06:26, 2.02it/s]
1362
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9901/10682 [1:24:09<06:27, 2.02it/s]
1363
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9902/10682 [1:24:09<06:26, 2.02it/s]
1364
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9903/10682 [1:24:10<06:25, 2.02it/s]
1365
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9904/10682 [1:24:10<06:25, 2.02it/s]
1366
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9905/10682 [1:24:11<06:24, 2.02it/s]
1367
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9906/10682 [1:24:11<06:23, 2.02it/s]
1368
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9907/10682 [1:24:12<06:23, 2.02it/s]
1369
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9908/10682 [1:24:12<06:23, 2.02it/s]
1370
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9909/10682 [1:24:13<06:22, 2.02it/s]
1371
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9910/10682 [1:24:13<06:21, 2.02it/s]
1372
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9911/10682 [1:24:13<06:21, 2.02it/s]
1373
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9912/10682 [1:24:14<06:20, 2.02it/s]
1374
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9913/10682 [1:24:14<06:20, 2.02it/s]
1375
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9914/10682 [1:24:15<06:19, 2.02it/s]
1376
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9915/10682 [1:24:15<06:19, 2.02it/s]
1377
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9916/10682 [1:24:16<06:18, 2.02it/s]
1378
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9917/10682 [1:24:16<06:18, 2.02it/s]
1379
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9918/10682 [1:24:17<06:17, 2.02it/s]
1380
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9919/10682 [1:24:17<06:17, 2.02it/s]
1381
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9920/10682 [1:24:18<06:16, 2.02it/s]
1382
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9921/10682 [1:24:18<06:16, 2.02it/s]
1383
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9922/10682 [1:24:19<06:15, 2.02it/s]
1384
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9923/10682 [1:24:19<06:15, 2.02it/s]
1385
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9924/10682 [1:24:20<06:15, 2.02it/s]
1386
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:20<06:23, 1.98it/s]
1387
 
1388
+
1389
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:20<06:23, 1.98it/s]
1390
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9926/10682 [1:24:32<49:46, 3.95s/it]
1391
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9927/10682 [1:24:33<36:40, 2.91s/it]
1392
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9928/10682 [1:24:33<27:31, 2.19s/it]
1393
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9929/10682 [1:24:34<21:07, 1.68s/it]
1394
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9930/10682 [1:24:34<16:38, 1.33s/it]
1395
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9931/10682 [1:24:35<13:29, 1.08s/it]
1396
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9932/10682 [1:24:35<11:17, 1.11it/s]
1397
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9933/10682 [1:24:36<09:47, 1.28it/s]
1398
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9934/10682 [1:24:36<08:42, 1.43it/s]
1399
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9935/10682 [1:24:37<07:55, 1.57it/s]
1400
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9936/10682 [1:24:37<07:22, 1.68it/s]
1401
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9937/10682 [1:24:38<06:59, 1.78it/s]
1402
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9938/10682 [1:24:38<06:43, 1.84it/s]
1403
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9939/10682 [1:24:39<06:32, 1.89it/s]
1404
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9940/10682 [1:24:39<06:24, 1.93it/s]
1405
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9941/10682 [1:24:40<06:19, 1.95it/s]
1406
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9942/10682 [1:24:40<06:15, 1.97it/s]
1407
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9943/10682 [1:24:41<06:12, 1.99it/s]
1408
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9944/10682 [1:24:41<06:10, 1.99it/s]
1409
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9945/10682 [1:24:42<06:08, 2.00it/s]
1410
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9946/10682 [1:24:42<06:06, 2.01it/s]
1411
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9947/10682 [1:24:43<06:05, 2.01it/s]
1412
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9948/10682 [1:24:43<06:04, 2.01it/s]
1413
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9949/10682 [1:24:44<06:04, 2.01it/s]