Tristan commited on
Commit
9f0e534
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1 Parent(s): 205936a

Training in progress, epoch 13

Browse files
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  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9850/10682 [1:24:10<06:50, 2.03it/s]
620
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9851/10682 [1:24:10<06:50, 2.03it/s]
621
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9852/10682 [1:24:11<06:50, 2.02it/s]
622
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9853/10682 [1:24:11<06:48, 2.03it/s]
623
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9854/10682 [1:24:12<06:48, 2.03it/s]
624
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9855/10682 [1:24:12<06:47, 2.03it/s]
625
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9856/10682 [1:24:13<06:47, 2.03it/s]
626
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9857/10682 [1:24:13<06:47, 2.03it/s]
627
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9858/10682 [1:24:14<06:46, 2.03it/s]
628
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9859/10682 [1:24:14<06:46, 2.03it/s]
629
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9860/10682 [1:24:15<06:45, 2.03it/s]
630
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9861/10682 [1:24:15<06:45, 2.03it/s]
631
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9862/10682 [1:24:16<06:44, 2.03it/s]
632
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9863/10682 [1:24:16<06:43, 2.03it/s]
633
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9864/10682 [1:24:17<06:43, 2.03it/s]
634
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9865/10682 [1:24:17<06:42, 2.03it/s]
635
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9866/10682 [1:24:18<06:42, 2.03it/s]
636
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9867/10682 [1:24:18<06:41, 2.03it/s]
637
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9868/10682 [1:24:19<06:41, 2.03it/s]
638
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9869/10682 [1:24:19<06:40, 2.03it/s]
639
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9870/10682 [1:24:20<06:40, 2.03it/s]
640
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9871/10682 [1:24:20<06:40, 2.03it/s]
641
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9872/10682 [1:24:21<06:39, 2.03it/s]
642
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9873/10682 [1:24:21<06:39, 2.03it/s]
643
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9874/10682 [1:24:22<06:38, 2.03it/s]
644
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:24:22<06:38, 2.03it/s]{'loss': 2.8269, 'grad_norm': 0.24751795828342438, 'learning_rate': 1.7288216615031272e-05, 'epoch': 12.93}
645
 
646
 
647
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:24:22<06:38, 2.03it/s]
648
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9876/10682 [1:24:23<06:37, 2.03it/s]
649
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9877/10682 [1:24:23<06:37, 2.03it/s]
650
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9878/10682 [1:24:24<06:36, 2.03it/s]
651
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9879/10682 [1:24:24<06:35, 2.03it/s]
652
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9880/10682 [1:24:25<06:35, 2.03it/s]
653
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9881/10682 [1:24:25<06:35, 2.03it/s]
654
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9882/10682 [1:24:26<06:34, 2.03it/s]
655
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9883/10682 [1:24:26<06:34, 2.03it/s]
656
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9884/10682 [1:24:27<06:33, 2.03it/s]
657
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9885/10682 [1:24:27<06:33, 2.03it/s]
658
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9886/10682 [1:24:28<06:32, 2.03it/s]
659
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9887/10682 [1:24:28<06:31, 2.03it/s]
660
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9888/10682 [1:24:29<06:31, 2.03it/s]
661
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9889/10682 [1:24:29<06:31, 2.03it/s]
662
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9890/10682 [1:24:30<06:30, 2.03it/s]
663
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9891/10682 [1:24:30<06:29, 2.03it/s]
664
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9892/10682 [1:24:31<06:29, 2.03it/s]
665
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9893/10682 [1:24:31<06:28, 2.03it/s]
666
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9894/10682 [1:24:32<06:28, 2.03it/s]
667
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9895/10682 [1:24:32<06:27, 2.03it/s]
668
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9896/10682 [1:24:33<06:27, 2.03it/s]
669
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9897/10682 [1:24:33<06:27, 2.03it/s]
670
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9898/10682 [1:24:34<06:26, 2.03it/s]
671
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9899/10682 [1:24:34<06:26, 2.03it/s]
672
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:24:35<06:25, 2.03it/s]{'loss': 2.8229, 'grad_norm': 0.2464432567358017, 'learning_rate': 1.6239414036870183e-05, 'epoch': 12.97}
673
 
674
 
675
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:24:35<06:25, 2.03it/s]
676
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9901/10682 [1:24:35<06:25, 2.03it/s]
677
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9902/10682 [1:24:36<06:24, 2.03it/s]
678
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9903/10682 [1:24:36<06:24, 2.03it/s]
679
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9904/10682 [1:24:37<06:23, 2.03it/s]
680
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9905/10682 [1:24:37<06:23, 2.02it/s]
681
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9906/10682 [1:24:38<06:23, 2.02it/s]
682
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9907/10682 [1:24:38<06:23, 2.02it/s]
683
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9908/10682 [1:24:39<06:22, 2.02it/s]
684
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9909/10682 [1:24:39<06:22, 2.02it/s]
685
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9910/10682 [1:24:40<06:21, 2.03it/s]
686
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9911/10682 [1:24:40<06:20, 2.03it/s]
687
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9912/10682 [1:24:41<06:19, 2.03it/s]
688
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9913/10682 [1:24:41<06:19, 2.03it/s]
689
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9914/10682 [1:24:42<06:18, 2.03it/s]
690
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9915/10682 [1:24:42<06:17, 2.03it/s]
691
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9916/10682 [1:24:43<06:17, 2.03it/s]
692
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9917/10682 [1:24:43<06:17, 2.03it/s]
693
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9918/10682 [1:24:44<06:16, 2.03it/s]
694
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9919/10682 [1:24:44<06:16, 2.03it/s]
695
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9920/10682 [1:24:45<06:16, 2.02it/s]
696
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9921/10682 [1:24:45<06:15, 2.03it/s]
697
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9922/10682 [1:24:45<06:14, 2.03it/s]
698
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9923/10682 [1:24:46<06:14, 2.03it/s]
699
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9924/10682 [1:24:46<06:13, 2.03it/s]
700
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:47<06:22, 1.98it/s]{'loss': 2.8269, 'grad_norm': 0.24894338846206665, 'learning_rate': 1.5222903086944684e-05, 'epoch': 13.0}
701
-
702
 
703
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:47<06:22, 1.98it/s]
704
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9926/10682 [1:24:59<50:04, 3.97s/it]
705
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9927/10682 [1:25:00<36:52, 2.93s/it]
706
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9928/10682 [1:25:00<27:37, 2.20s/it]
707
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9929/10682 [1:25:01<21:12, 1.69s/it]
708
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9930/10682 [1:25:01<16:40, 1.33s/it]
709
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9931/10682 [1:25:02<13:30, 1.08s/it]
710
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9932/10682 [1:25:02<11:16, 1.11it/s]
711
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9933/10682 [1:25:03<09:45, 1.28it/s]
712
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9934/10682 [1:25:03<08:41, 1.44it/s]
713
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9935/10682 [1:25:04<07:54, 1.57it/s]
714
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9936/10682 [1:25:04<07:22, 1.69it/s]
715
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9937/10682 [1:25:05<06:59, 1.77it/s]
716
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9938/10682 [1:25:05<06:43, 1.84it/s]
717
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9939/10682 [1:25:06<06:32, 1.89it/s]
718
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9940/10682 [1:25:06<06:24, 1.93it/s]
719
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9941/10682 [1:25:07<06:18, 1.96it/s]
720
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9942/10682 [1:25:07<06:14, 1.98it/s]
721
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9943/10682 [1:25:07<06:11, 1.99it/s]
722
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9944/10682 [1:25:08<06:09, 2.00it/s]
723
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9945/10682 [1:25:08<06:07, 2.01it/s]
724
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9946/10682 [1:25:09<06:06, 2.01it/s]
725
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9947/10682 [1:25:09<06:05, 2.01it/s]
726
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9948/10682 [1:25:10<06:04, 2.01it/s]
 
727
 
728
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:47<06:22, 1.98it/s]
729
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9926/10682 [1:24:59<50:04, 3.97s/it]
730
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9927/10682 [1:25:00<36:52, 2.93s/it]
731
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9928/10682 [1:25:00<27:37, 2.20s/it]
732
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9929/10682 [1:25:01<21:12, 1.69s/it]
733
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9930/10682 [1:25:01<16:40, 1.33s/it]
734
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9931/10682 [1:25:02<13:30, 1.08s/it]
735
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9932/10682 [1:25:02<11:16, 1.11it/s]
736
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9933/10682 [1:25:03<09:45, 1.28it/s]
737
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9934/10682 [1:25:03<08:41, 1.44it/s]
738
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9935/10682 [1:25:04<07:54, 1.57it/s]
739
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9936/10682 [1:25:04<07:22, 1.69it/s]
740
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9937/10682 [1:25:05<06:59, 1.77it/s]
741
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9938/10682 [1:25:05<06:43, 1.84it/s]
742
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9939/10682 [1:25:06<06:32, 1.89it/s]
743
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9940/10682 [1:25:06<06:24, 1.93it/s]
744
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9941/10682 [1:25:07<06:18, 1.96it/s]
745
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9942/10682 [1:25:07<06:14, 1.98it/s]
746
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9943/10682 [1:25:07<06:11, 1.99it/s]
747
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9944/10682 [1:25:08<06:09, 2.00it/s]
748
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9945/10682 [1:25:08<06:07, 2.01it/s]
749
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9946/10682 [1:25:09<06:06, 2.01it/s]
750
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9947/10682 [1:25:09<06:05, 2.01it/s]
751
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9948/10682 [1:25:10<06:04, 2.01it/s]
752
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9949/10682 [1:25:10<06:03, 2.02it/s]
753
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:25:11<06:02, 2.02it/s]{'loss': 2.7842, 'grad_norm': 0.2500942349433899, 'learning_rate': 1.4238751618640577e-05, 'epoch': 13.03}
 
754
 
755
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:25:11<06:02, 2.02it/s]
756
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9951/10682 [1:25:11<06:02, 2.02it/s]
757
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9952/10682 [1:25:12<06:00, 2.02it/s]
758
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9953/10682 [1:25:12<06:00, 2.02it/s]
759
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9954/10682 [1:25:13<05:59, 2.03it/s]
760
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9955/10682 [1:25:13<05:59, 2.02it/s]
761
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9956/10682 [1:25:14<05:58, 2.03it/s]
762
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9957/10682 [1:25:14<05:57, 2.03it/s]
763
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9958/10682 [1:25:15<05:57, 2.03it/s]
764
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9959/10682 [1:25:15<05:56, 2.03it/s]
765
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9960/10682 [1:25:16<05:56, 2.03it/s]
766
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9961/10682 [1:25:16<05:55, 2.03it/s]
767
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9962/10682 [1:25:17<05:55, 2.03it/s]
768
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9963/10682 [1:25:17<05:54, 2.03it/s]
769
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9964/10682 [1:25:18<05:53, 2.03it/s]
770
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9965/10682 [1:25:18<05:53, 2.03it/s]
771
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9966/10682 [1:25:19<05:53, 2.03it/s]
772
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9967/10682 [1:25:19<05:52, 2.03it/s]
773
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9968/10682 [1:25:20<05:51, 2.03it/s]
774
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9969/10682 [1:25:20<05:51, 2.03it/s]
775
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9970/10682 [1:25:21<05:50, 2.03it/s]
776
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9971/10682 [1:25:21<05:50, 2.03it/s]
777
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9972/10682 [1:25:22<05:50, 2.03it/s]
778
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9973/10682 [1:25:22<05:49, 2.03it/s]
779
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9974/10682 [1:25:23<05:49, 2.03it/s]
780
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9975/10682 [1:25:23<05:48, 2.03it/s]{'loss': 2.799, 'grad_norm': 0.25120672583580017, 'learning_rate': 1.3287025325307511e-05, 'epoch': 13.06}
 
781
 
782
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9975/10682 [1:25:23<05:48, 2.03it/s]
783
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9976/10682 [1:25:24<05:48, 2.03it/s]
784
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9977/10682 [1:25:24<05:47, 2.03it/s]
785
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9978/10682 [1:25:25<05:47, 2.03it/s]
786
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9979/10682 [1:25:25<05:46, 2.03it/s]
787
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9980/10682 [1:25:26<05:46, 2.03it/s]
788
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9981/10682 [1:25:26<05:45, 2.03it/s]
789
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9982/10682 [1:25:27<05:45, 2.03it/s]
790
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9983/10682 [1:25:27<05:44, 2.03it/s]
791
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9984/10682 [1:25:28<05:44, 2.03it/s]
792
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9985/10682 [1:25:28<05:44, 2.03it/s]
793
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9986/10682 [1:25:29<05:43, 2.03it/s]
794
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9987/10682 [1:25:29<05:42, 2.03it/s]
795
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9988/10682 [1:25:30<05:42, 2.03it/s]
796
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9989/10682 [1:25:30<05:42, 2.03it/s]
797
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9990/10682 [1:25:31<05:41, 2.03it/s]
798
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9991/10682 [1:25:31<05:41, 2.03it/s]
799
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9992/10682 [1:25:32<05:40, 2.03it/s]
800
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9993/10682 [1:25:32<05:40, 2.02it/s]
801
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9994/10682 [1:25:33<05:39, 2.03it/s]
802
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9995/10682 [1:25:33<05:38, 2.03it/s]
803
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9996/10682 [1:25:34<05:38, 2.02it/s]
804
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9997/10682 [1:25:34<05:37, 2.03it/s]
805
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9998/10682 [1:25:35<05:37, 2.03it/s]
806
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9999/10682 [1:25:35<05:37, 2.03it/s]
807
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10000/10682 [1:25:36<05:36, 2.03it/s]{'loss': 2.8013, 'grad_norm': 0.24948380887508392, 'learning_rate': 1.2367787735873993e-05, 'epoch': 13.1}
 
808
 
809
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10000/10682 [1:25:36<05:36, 2.03it/s]
810
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10001/10682 [1:25:36<05:36, 2.03it/s]
811
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10002/10682 [1:25:37<05:35, 2.03it/s]
812
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10003/10682 [1:25:37<05:34, 2.03it/s]
813
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10004/10682 [1:25:38<05:34, 2.03it/s]
814
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10005/10682 [1:25:38<05:33, 2.03it/s]
815
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10006/10682 [1:25:39<05:33, 2.03it/s]
816
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10007/10682 [1:25:39<05:33, 2.03it/s]
817
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10008/10682 [1:25:40<05:32, 2.03it/s]
818
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10009/10682 [1:25:40<05:32, 2.03it/s]
819
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10010/10682 [1:25:41<05:31, 2.03it/s]
820
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10011/10682 [1:25:41<05:31, 2.03it/s]
821
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10012/10682 [1:25:42<05:30, 2.03it/s]
822
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10013/10682 [1:25:42<05:30, 2.03it/s]
823
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10014/10682 [1:25:43<05:29, 2.03it/s]
824
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10015/10682 [1:25:43<05:29, 2.03it/s]
825
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10016/10682 [1:25:44<05:28, 2.03it/s]
826
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10017/10682 [1:25:44<05:28, 2.03it/s]
827
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10018/10682 [1:25:45<05:27, 2.02it/s]
828
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10019/10682 [1:25:45<05:27, 2.03it/s]
829
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10020/10682 [1:25:45<05:27, 2.02it/s]
830
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10021/10682 [1:25:46<05:26, 2.02it/s]
831
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10022/10682 [1:25:46<05:25, 2.02it/s]
832
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10023/10682 [1:25:47<05:25, 2.03it/s]
833
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10024/10682 [1:25:47<05:25, 2.02it/s]
834
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10025/10682 [1:25:48<05:24, 2.03it/s]{'loss': 2.8, 'grad_norm': 0.2516091465950012, 'learning_rate': 1.1481100210606388e-05, 'epoch': 13.13}
 
835
 
836
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10025/10682 [1:25:48<05:24, 2.03it/s]
837
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10026/10682 [1:25:48<05:24, 2.02it/s]
838
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10027/10682 [1:25:49<05:23, 2.03it/s]
839
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10028/10682 [1:25:49<05:22, 2.03it/s]
840
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10029/10682 [1:25:50<05:22, 2.03it/s]
841
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10030/10682 [1:25:50<05:21, 2.03it/s]
842
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10031/10682 [1:25:51<05:21, 2.03it/s]
843
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10032/10682 [1:25:51<05:20, 2.03it/s]
844
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10033/10682 [1:25:52<05:19, 2.03it/s]
845
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10034/10682 [1:25:52<05:19, 2.03it/s]
846
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10035/10682 [1:25:53<05:18, 2.03it/s]
847
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10036/10682 [1:25:53<05:18, 2.03it/s]
848
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10037/10682 [1:25:54<05:17, 2.03it/s]
849
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10038/10682 [1:25:54<05:17, 2.03it/s]
850
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10039/10682 [1:25:55<05:16, 2.03it/s]
851
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10040/10682 [1:25:55<05:16, 2.03it/s]
852
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10041/10682 [1:25:56<05:15, 2.03it/s]
853
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10042/10682 [1:25:56<05:15, 2.03it/s]
854
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10043/10682 [1:25:57<05:15, 2.03it/s]
855
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10044/10682 [1:25:57<05:14, 2.03it/s]
856
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10045/10682 [1:25:58<05:13, 2.03it/s]
857
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10046/10682 [1:25:58<05:13, 2.03it/s]
858
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10047/10682 [1:25:59<05:12, 2.03it/s]
859
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10048/10682 [1:25:59<05:12, 2.03it/s]
860
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10049/10682 [1:26:00<05:11, 2.03it/s]
861
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10050/10682 [1:26:00<05:11, 2.03it/s]{'loss': 2.8031, 'grad_norm': 0.2510456144809723, 'learning_rate': 1.0627021937013704e-05, 'epoch': 13.16}
 
862
 
863
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10050/10682 [1:26:00<05:11, 2.03it/s]
864
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10051/10682 [1:26:01<05:11, 2.03it/s]
865
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10052/10682 [1:26:01<05:10, 2.03it/s]
866
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10053/10682 [1:26:02<05:10, 2.03it/s]
867
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10054/10682 [1:26:02<05:09, 2.03it/s]
868
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10055/10682 [1:26:03<05:09, 2.03it/s]
869
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10056/10682 [1:26:03<05:08, 2.03it/s]
870
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10057/10682 [1:26:04<05:08, 2.03it/s]
871
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10058/10682 [1:26:04<05:07, 2.03it/s]
872
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10059/10682 [1:26:05<05:07, 2.03it/s]
873
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10060/10682 [1:26:05<05:07, 2.02it/s]
874
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10061/10682 [1:26:06<05:06, 2.03it/s]
875
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10062/10682 [1:26:06<05:05, 2.03it/s]
876
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10063/10682 [1:26:07<05:05, 2.03it/s]
877
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10064/10682 [1:26:07<05:04, 2.03it/s]
878
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10065/10682 [1:26:08<05:04, 2.03it/s]
879
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10066/10682 [1:26:08<05:04, 2.02it/s]
880
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10067/10682 [1:26:09<05:03, 2.03it/s]
881
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10068/10682 [1:26:09<05:03, 2.03it/s]
882
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10069/10682 [1:26:10<05:02, 2.03it/s]
883
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10070/10682 [1:26:10<05:02, 2.03it/s]
884
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10071/10682 [1:26:11<05:01, 2.03it/s]
885
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10072/10682 [1:26:11<05:01, 2.02it/s]
886
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10073/10682 [1:26:12<05:00, 2.03it/s]
887
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10074/10682 [1:26:12<04:59, 2.03it/s]
888
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10075/10682 [1:26:13<04:59, 2.03it/s]{'loss': 2.8029, 'grad_norm': 0.2531677186489105, 'learning_rate': 9.805609925895964e-06, 'epoch': 13.2}
 
889
 
890
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10075/10682 [1:26:13<04:59, 2.03it/s]
891
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10076/10682 [1:26:13<04:59, 2.03it/s]
892
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10077/10682 [1:26:14<04:58, 2.02it/s]
893
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10078/10682 [1:26:14<04:58, 2.02it/s]
894
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10079/10682 [1:26:15<04:58, 2.02it/s]
895
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10080/10682 [1:26:15<04:57, 2.03it/s]
896
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10081/10682 [1:26:16<04:56, 2.03it/s]
897
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10082/10682 [1:26:16<04:56, 2.03it/s]
898
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10083/10682 [1:26:17<04:55, 2.03it/s]
899
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10084/10682 [1:26:17<04:55, 2.02it/s]
900
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10085/10682 [1:26:18<04:54, 2.02it/s]
901
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10086/10682 [1:26:18<04:54, 2.02it/s]
902
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10087/10682 [1:26:19<04:53, 2.03it/s]
903
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10088/10682 [1:26:19<04:53, 2.02it/s]
904
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10089/10682 [1:26:20<04:53, 2.02it/s]
905
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10090/10682 [1:26:20<04:52, 2.03it/s]
906
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10091/10682 [1:26:21<04:51, 2.03it/s]
907
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10092/10682 [1:26:21<04:51, 2.03it/s]
908
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10093/10682 [1:26:22<04:50, 2.03it/s]
909
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10094/10682 [1:26:22<04:49, 2.03it/s]
910
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10095/10682 [1:26:22<04:49, 2.03it/s]
911
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10096/10682 [1:26:23<04:49, 2.03it/s]
912
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10097/10682 [1:26:23<04:48, 2.03it/s]
913
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10098/10682 [1:26:24<04:48, 2.03it/s]
914
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10099/10682 [1:26:24<04:47, 2.03it/s]
915
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10100/10682 [1:26:25<04:47, 2.03it/s]{'loss': 2.7963, 'grad_norm': 0.24528002738952637, 'learning_rate': 9.01691900753926e-06, 'epoch': 13.23}
 
916
 
917
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10100/10682 [1:26:25<04:47, 2.03it/s]
918
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10101/10682 [1:26:25<04:47, 2.02it/s]
919
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10102/10682 [1:26:26<04:46, 2.02it/s]
920
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10103/10682 [1:26:26<04:45, 2.02it/s]
921
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10104/10682 [1:26:27<04:45, 2.02it/s]
922
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10105/10682 [1:26:27<04:44, 2.03it/s]
923
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10106/10682 [1:26:28<04:44, 2.03it/s]
924
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10107/10682 [1:26:28<04:43, 2.03it/s]
925
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10108/10682 [1:26:29<04:42, 2.03it/s]
926
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10109/10682 [1:26:29<04:42, 2.03it/s]
927
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10110/10682 [1:26:30<04:42, 2.03it/s]
928
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10111/10682 [1:26:30<04:41, 2.03it/s]
929
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10112/10682 [1:26:31<04:41, 2.03it/s]
930
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10113/10682 [1:26:31<04:40, 2.03it/s]
931
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10114/10682 [1:26:32<04:40, 2.03it/s]
932
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10115/10682 [1:26:32<04:39, 2.03it/s]
933
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10116/10682 [1:26:33<04:39, 2.03it/s]
934
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10117/10682 [1:26:33<04:38, 2.03it/s]
935
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10118/10682 [1:26:34<04:38, 2.03it/s]
936
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10119/10682 [1:26:34<04:37, 2.03it/s]
937
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10120/10682 [1:26:35<04:37, 2.03it/s]
938
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10121/10682 [1:26:35<04:36, 2.03it/s]
939
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10122/10682 [1:26:36<04:35, 2.03it/s]
940
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10123/10682 [1:26:36<04:35, 2.03it/s]
941
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10124/10682 [1:26:37<04:34, 2.03it/s]
942
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10125/10682 [1:26:37<04:34, 2.03it/s]{'loss': 2.7944, 'grad_norm': 0.25175368785858154, 'learning_rate': 8.261001828055447e-06, 'epoch': 13.26}
 
943
 
944
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10125/10682 [1:26:37<04:34, 2.03it/s]
945
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10126/10682 [1:26:38<04:34, 2.03it/s]
946
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10127/10682 [1:26:38<04:34, 2.03it/s]
947
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10128/10682 [1:26:39<04:33, 2.03it/s]
948
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10129/10682 [1:26:39<04:32, 2.03it/s]
949
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10130/10682 [1:26:40<04:32, 2.03it/s]
950
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10131/10682 [1:26:40<04:31, 2.03it/s]
951
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10132/10682 [1:26:41<04:31, 2.03it/s]
952
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10133/10682 [1:26:41<04:31, 2.02it/s]
953
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10134/10682 [1:26:42<04:30, 2.02it/s]
954
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10135/10682 [1:26:42<04:30, 2.02it/s]
955
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10136/10682 [1:26:43<04:30, 2.02it/s]
956
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10137/10682 [1:26:43<04:29, 2.02it/s]
957
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10138/10682 [1:26:44<04:28, 2.02it/s]
958
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10139/10682 [1:26:44<04:28, 2.02it/s]
959
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10140/10682 [1:26:45<04:27, 2.02it/s]
960
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10141/10682 [1:26:45<04:27, 2.03it/s]
961
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10142/10682 [1:26:46<04:26, 2.02it/s]
962
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10143/10682 [1:26:46<04:26, 2.02it/s]
963
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10144/10682 [1:26:47<04:25, 2.03it/s]
964
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10145/10682 [1:26:47<04:25, 2.03it/s]
965
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10146/10682 [1:26:48<04:24, 2.03it/s]
966
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10147/10682 [1:26:48<04:23, 2.03it/s]
967
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10148/10682 [1:26:49<04:23, 2.03it/s]
968
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10149/10682 [1:26:49<04:22, 2.03it/s]
969
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10150/10682 [1:26:50<04:22, 2.03it/s]{'loss': 2.8061, 'grad_norm': 0.2488679438829422, 'learning_rate': 7.537908845868024e-06, 'epoch': 13.29}
 
970
 
971
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10150/10682 [1:26:50<04:22, 2.03it/s]
972
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10151/10682 [1:26:50<04:22, 2.02it/s]
973
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10152/10682 [1:26:51<04:22, 2.02it/s]
974
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10153/10682 [1:26:51<04:21, 2.03it/s]
975
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10154/10682 [1:26:52<04:43, 1.86it/s]
976
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10155/10682 [1:26:52<04:35, 1.91it/s]
977
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10156/10682 [1:26:53<04:30, 1.94it/s]
978
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10157/10682 [1:26:53<04:26, 1.97it/s]
979
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10158/10682 [1:26:54<04:23, 1.99it/s]
980
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10159/10682 [1:26:54<04:21, 2.00it/s]
981
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10160/10682 [1:26:55<04:20, 2.00it/s]
982
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10161/10682 [1:26:55<04:19, 2.01it/s]
983
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10162/10682 [1:26:56<04:18, 2.01it/s]
984
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10163/10682 [1:26:56<04:17, 2.02it/s]
985
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10164/10682 [1:26:57<04:16, 2.02it/s]
986
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10165/10682 [1:26:57<04:15, 2.02it/s]
987
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10166/10682 [1:26:58<04:15, 2.02it/s]
988
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10167/10682 [1:26:58<04:14, 2.02it/s]
989
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10168/10682 [1:26:59<04:14, 2.02it/s]
990
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10169/10682 [1:26:59<04:13, 2.02it/s]
991
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10170/10682 [1:27:00<04:12, 2.03it/s]
992
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10171/10682 [1:27:00<04:12, 2.03it/s]
993
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10172/10682 [1:27:01<04:11, 2.03it/s]
994
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10173/10682 [1:27:01<04:11, 2.03it/s]
995
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10174/10682 [1:27:02<04:10, 2.03it/s]
996
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10175/10682 [1:27:02<04:10, 2.03it/s]{'loss': 2.8033, 'grad_norm': 0.2522995173931122, 'learning_rate': 6.847688328344037e-06, 'epoch': 13.33}
 
997
 
998
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10175/10682 [1:27:02<04:10, 2.03it/s]
999
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10176/10682 [1:27:03<04:10, 2.02it/s]
1000
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10177/10682 [1:27:03<04:09, 2.02it/s]
1001
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10178/10682 [1:27:04<04:09, 2.02it/s]
1002
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10179/10682 [1:27:04<04:08, 2.02it/s]
1003
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10180/10682 [1:27:05<04:07, 2.03it/s]
1004
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10181/10682 [1:27:05<04:07, 2.03it/s]
1005
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10182/10682 [1:27:06<04:06, 2.03it/s]
1006
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10183/10682 [1:27:06<04:06, 2.02it/s]
1007
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10184/10682 [1:27:07<04:05, 2.03it/s]
1008
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10185/10682 [1:27:07<04:05, 2.03it/s]
1009
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10186/10682 [1:27:08<04:04, 2.03it/s]
1010
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10187/10682 [1:27:08<04:04, 2.03it/s]
1011
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10188/10682 [1:27:09<04:03, 2.03it/s]
1012
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10189/10682 [1:27:09<04:03, 2.03it/s]
1013
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10190/10682 [1:27:10<04:02, 2.03it/s]
1014
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10191/10682 [1:27:10<04:02, 2.02it/s]
1015
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10192/10682 [1:27:11<04:01, 2.03it/s]
1016
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10193/10682 [1:27:11<04:01, 2.02it/s]
1017
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10194/10682 [1:27:12<04:00, 2.03it/s]
1018
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10195/10682 [1:27:12<04:01, 2.02it/s]
1019
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10196/10682 [1:27:13<04:00, 2.02it/s]
1020
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10197/10682 [1:27:13<04:00, 2.02it/s]
1021
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10198/10682 [1:27:13<03:59, 2.02it/s]
1022
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10199/10682 [1:27:14<03:58, 2.02it/s]
1023
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10200/10682 [1:27:14<03:58, 2.02it/s]{'loss': 2.799, 'grad_norm': 0.2519816756248474, 'learning_rate': 6.190386348572108e-06, 'epoch': 13.36}
 
1024
 
1025
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10200/10682 [1:27:14<03:58, 2.02it/s]
1026
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10201/10682 [1:27:15<03:57, 2.02it/s]
1027
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10202/10682 [1:27:15<03:56, 2.03it/s]
1028
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10203/10682 [1:27:16<03:56, 2.03it/s]
1029
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10204/10682 [1:27:16<03:55, 2.03it/s]
1030
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10205/10682 [1:27:17<03:55, 2.03it/s]
1031
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10206/10682 [1:27:17<03:54, 2.03it/s]
1032
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10207/10682 [1:27:18<03:54, 2.03it/s]
1033
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10208/10682 [1:27:18<03:54, 2.03it/s]
1034
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10209/10682 [1:27:19<03:53, 2.02it/s]
1035
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10210/10682 [1:27:19<03:52, 2.03it/s]
1036
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10211/10682 [1:27:20<03:52, 2.03it/s]
1037
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10212/10682 [1:27:20<03:51, 2.03it/s]
1038
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10213/10682 [1:27:21<03:51, 2.03it/s]
1039
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10214/10682 [1:27:21<03:50, 2.03it/s]
1040
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10215/10682 [1:27:22<03:50, 2.03it/s]
1041
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10216/10682 [1:27:22<03:49, 2.03it/s]
1042
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10217/10682 [1:27:23<03:49, 2.03it/s]
1043
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10218/10682 [1:27:23<03:48, 2.03it/s]
1044
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10219/10682 [1:27:24<03:48, 2.03it/s]
1045
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10220/10682 [1:27:24<03:47, 2.03it/s]
1046
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10221/10682 [1:27:25<03:47, 2.03it/s]
1047
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10222/10682 [1:27:25<03:46, 2.03it/s]
1048
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10223/10682 [1:27:26<03:46, 2.03it/s]
1049
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10224/10682 [1:27:26<03:45, 2.03it/s]
1050
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10225/10682 [1:27:27<03:45, 2.03it/s]{'loss': 2.7962, 'grad_norm': 0.2496296763420105, 'learning_rate': 5.56604678228706e-06, 'epoch': 13.39}
 
1051
 
1052
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10225/10682 [1:27:27<03:45, 2.03it/s]
1053
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10226/10682 [1:27:27<03:44, 2.03it/s]
1054
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10227/10682 [1:27:28<03:44, 2.03it/s]
1055
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10228/10682 [1:27:28<03:43, 2.03it/s]
1056
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10229/10682 [1:27:29<03:43, 2.03it/s]
1057
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10230/10682 [1:27:29<03:42, 2.03it/s]
1058
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10231/10682 [1:27:30<03:42, 2.03it/s]
1059
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10232/10682 [1:27:30<03:41, 2.03it/s]
1060
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10233/10682 [1:27:31<03:41, 2.03it/s]
1061
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10234/10682 [1:27:31<03:41, 2.03it/s]
1062
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10235/10682 [1:27:32<03:40, 2.03it/s]
1063
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10236/10682 [1:27:32<03:39, 2.03it/s]
1064
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10237/10682 [1:27:33<03:39, 2.03it/s]
1065
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10238/10682 [1:27:33<03:39, 2.03it/s]
1066
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10239/10682 [1:27:34<03:38, 2.03it/s]
1067
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10240/10682 [1:27:34<03:38, 2.03it/s]
1068
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10241/10682 [1:27:35<03:37, 2.03it/s]
1069
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10242/10682 [1:27:35<03:37, 2.03it/s]
1070
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10243/10682 [1:27:36<03:36, 2.03it/s]
1071
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10244/10682 [1:27:36<03:36, 2.03it/s]
1072
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10245/10682 [1:27:37<03:35, 2.03it/s]
1073
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10246/10682 [1:27:37<03:35, 2.03it/s]
1074
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10247/10682 [1:27:38<03:34, 2.03it/s]
1075
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10248/10682 [1:27:38<03:34, 2.02it/s]
1076
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10249/10682 [1:27:39<03:33, 2.03it/s]
1077
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10250/10682 [1:27:39<03:33, 2.03it/s]{'loss': 2.7955, 'grad_norm': 0.24875780940055847, 'learning_rate': 4.974711304941093e-06, 'epoch': 13.43}
1078
 
 
1079
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10250/10682 [1:27:39<03:33, 2.03it/s]
1080
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10251/10682 [1:27:40<03:32, 2.02it/s]
1081
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10252/10682 [1:27:40<03:32, 2.03it/s]
1082
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10253/10682 [1:27:41<03:49, 1.87it/s]
1083
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10254/10682 [1:27:41<03:43, 1.91it/s]
1084
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10255/10682 [1:27:42<03:39, 1.94it/s]
1085
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10256/10682 [1:27:42<03:36, 1.97it/s]
1086
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10257/10682 [1:27:43<03:33, 1.99it/s]
1087
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10258/10682 [1:27:43<03:32, 2.00it/s]
1088
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10259/10682 [1:27:44<03:30, 2.01it/s]
1089
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10260/10682 [1:27:44<03:29, 2.01it/s]
1090
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10261/10682 [1:27:45<03:28, 2.02it/s]
1091
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10262/10682 [1:27:45<03:28, 2.02it/s]
1092
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10263/10682 [1:27:46<03:27, 2.02it/s]
1093
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10264/10682 [1:27:46<03:26, 2.02it/s]
1094
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10265/10682 [1:27:47<03:26, 2.02it/s]
1095
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10266/10682 [1:27:47<03:25, 2.03it/s]
1096
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10267/10682 [1:27:48<03:24, 2.03it/s]
1097
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10268/10682 [1:27:48<03:24, 2.03it/s]
1098
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10269/10682 [1:27:49<03:23, 2.03it/s]
1099
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10270/10682 [1:27:49<03:23, 2.03it/s]
1100
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10271/10682 [1:27:50<03:22, 2.03it/s]
1101
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10272/10682 [1:27:50<03:22, 2.03it/s]
1102
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10273/10682 [1:27:51<03:21, 2.03it/s]
1103
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10274/10682 [1:27:51<03:21, 2.03it/s]
1104
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10275/10682 [1:27:52<03:20, 2.03it/s]{'loss': 2.8098, 'grad_norm': 0.25310125946998596, 'learning_rate': 4.416419388921844e-06, 'epoch': 13.46}
 
1105
 
1106
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10275/10682 [1:27:52<03:20, 2.03it/s]
1107
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10276/10682 [1:27:52<03:20, 2.02it/s]
1108
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10277/10682 [1:27:53<03:20, 2.02it/s]
1109
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10278/10682 [1:27:53<03:19, 2.02it/s]
1110
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10279/10682 [1:27:54<03:18, 2.03it/s]
1111
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10280/10682 [1:27:54<03:18, 2.02it/s]
1112
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10281/10682 [1:27:55<03:18, 2.02it/s]
1113
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10282/10682 [1:27:55<03:17, 2.03it/s]
1114
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10283/10682 [1:27:56<03:16, 2.03it/s]
1115
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10284/10682 [1:27:56<03:16, 2.03it/s]
1116
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10285/10682 [1:27:57<03:15, 2.03it/s]
1117
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10286/10682 [1:27:57<03:15, 2.03it/s]
1118
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10287/10682 [1:27:58<03:14, 2.03it/s]
1119
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10288/10682 [1:27:58<03:14, 2.03it/s]
1120
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10289/10682 [1:27:59<03:13, 2.03it/s]
1121
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10290/10682 [1:27:59<03:13, 2.03it/s]
1122
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10291/10682 [1:28:00<03:13, 2.03it/s]
1123
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10292/10682 [1:28:00<03:12, 2.03it/s]
1124
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10293/10682 [1:28:01<03:11, 2.03it/s]
1125
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10294/10682 [1:28:01<03:11, 2.02it/s]
1126
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10295/10682 [1:28:01<03:10, 2.03it/s]
1127
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10296/10682 [1:28:02<03:10, 2.03it/s]
1128
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10297/10682 [1:28:02<03:09, 2.03it/s]
1129
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10298/10682 [1:28:03<03:09, 2.03it/s]
1130
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10299/10682 [1:28:03<03:09, 2.03it/s]
1131
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10300/10682 [1:28:04<03:08, 2.03it/s]
1132
 
 
1133
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10300/10682 [1:28:04<03:08, 2.03it/s]
1134
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10301/10682 [1:28:04<03:08, 2.02it/s]
1135
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10302/10682 [1:28:05<03:08, 2.02it/s]
1136
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10303/10682 [1:28:05<03:07, 2.02it/s]
1137
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10304/10682 [1:28:06<03:06, 2.02it/s]
1138
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10305/10682 [1:28:06<03:06, 2.03it/s]
1139
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10306/10682 [1:28:07<03:05, 2.03it/s]
1140
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10307/10682 [1:28:07<03:05, 2.03it/s]
1141
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10308/10682 [1:28:08<03:04, 2.03it/s]
1142
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10309/10682 [1:28:08<03:04, 2.03it/s]
1143
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10310/10682 [1:28:09<03:03, 2.03it/s]
1144
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10311/10682 [1:28:09<03:03, 2.03it/s]
1145
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10312/10682 [1:28:10<03:02, 2.03it/s]
1146
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10313/10682 [1:28:10<03:02, 2.03it/s]
1147
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10314/10682 [1:28:11<03:01, 2.03it/s]
1148
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10315/10682 [1:28:11<03:01, 2.03it/s]
1149
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10316/10682 [1:28:12<03:00, 2.02it/s]
1150
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10317/10682 [1:28:12<03:00, 2.03it/s]
1151
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10318/10682 [1:28:13<02:59, 2.03it/s]
1152
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10319/10682 [1:28:13<02:59, 2.03it/s]
1153
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10320/10682 [1:28:14<02:58, 2.03it/s]
1154
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10321/10682 [1:28:14<02:59, 2.01it/s]
1155
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10322/10682 [1:28:15<02:58, 2.02it/s]
1156
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10323/10682 [1:28:15<02:57, 2.02it/s]
1157
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10324/10682 [1:28:16<02:57, 2.02it/s]
1158
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10325/10682 [1:28:16<02:56, 2.03it/s]
1159
  {'loss': 2.8013, 'grad_norm': 0.2537311613559723, 'learning_rate': 3.3991130994299734e-06, 'epoch': 13.52}
 
1160
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10325/10682 [1:28:16<02:56, 2.03it/s]
1161
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10326/10682 [1:28:17<02:56, 2.02it/s]
1162
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10327/10682 [1:28:17<02:55, 2.02it/s]
1163
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10328/10682 [1:28:18<02:54, 2.03it/s]
1164
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10329/10682 [1:28:18<02:54, 2.02it/s]
1165
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10330/10682 [1:28:19<02:53, 2.02it/s]
1166
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10331/10682 [1:28:19<02:53, 2.02it/s]
1167
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10332/10682 [1:28:20<02:52, 2.03it/s]
1168
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10333/10682 [1:28:20<02:52, 2.02it/s]
1169
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10334/10682 [1:28:21<02:51, 2.03it/s]
1170
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10335/10682 [1:28:21<02:51, 2.02it/s]
1171
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10336/10682 [1:28:22<02:50, 2.02it/s]
1172
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10337/10682 [1:28:22<02:50, 2.02it/s]
1173
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10338/10682 [1:28:23<02:49, 2.02it/s]
1174
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10339/10682 [1:28:23<02:49, 2.02it/s]
1175
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10340/10682 [1:28:24<02:48, 2.03it/s]
1176
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10341/10682 [1:28:24<02:48, 2.02it/s]
1177
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10342/10682 [1:28:25<02:47, 2.03it/s]
1178
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10343/10682 [1:28:25<02:47, 2.03it/s]
1179
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10344/10682 [1:28:26<02:46, 2.03it/s]
1180
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10345/10682 [1:28:26<02:46, 2.03it/s]
1181
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10346/10682 [1:28:27<02:45, 2.03it/s]
1182
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10347/10682 [1:28:27<02:45, 2.03it/s]
1183
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10348/10682 [1:28:28<02:44, 2.03it/s]
1184
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10349/10682 [1:28:28<02:44, 2.03it/s]
1185
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10350/10682 [1:28:29<02:43, 2.03it/s]{'loss': 2.8039, 'grad_norm': 0.24740473926067352, 'learning_rate': 2.940166632433183e-06, 'epoch': 13.56}
 
1186
 
1187
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10350/10682 [1:28:29<02:43, 2.03it/s]
1188
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10351/10682 [1:28:29<02:43, 2.03it/s]
1189
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10352/10682 [1:28:30<02:42, 2.03it/s]
1190
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10353/10682 [1:28:30<02:42, 2.03it/s]
1191
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10354/10682 [1:28:31<02:41, 2.03it/s]
1192
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10355/10682 [1:28:31<02:41, 2.03it/s]
1193
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10356/10682 [1:28:32<02:40, 2.03it/s]
1194
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10357/10682 [1:28:32<02:40, 2.03it/s]
1195
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10358/10682 [1:28:33<02:39, 2.03it/s]
1196
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10359/10682 [1:28:33<02:39, 2.03it/s]
1197
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10360/10682 [1:28:34<02:38, 2.03it/s]
1198
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10361/10682 [1:28:34<02:38, 2.03it/s]
1199
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10362/10682 [1:28:35<02:37, 2.03it/s]
1200
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10363/10682 [1:28:35<02:37, 2.03it/s]
1201
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10364/10682 [1:28:36<02:36, 2.03it/s]
1202
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10365/10682 [1:28:36<02:36, 2.02it/s]
1203
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10366/10682 [1:28:37<02:35, 2.03it/s]
1204
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10367/10682 [1:28:37<02:35, 2.02it/s]
1205
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10368/10682 [1:28:38<02:34, 2.03it/s]
1206
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10369/10682 [1:28:38<02:34, 2.03it/s]
1207
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10370/10682 [1:28:39<02:34, 2.02it/s]
1208
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10371/10682 [1:28:39<02:33, 2.03it/s]
1209
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10372/10682 [1:28:40<02:33, 2.03it/s]
1210
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10373/10682 [1:28:40<02:32, 2.03it/s]
1211
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10374/10682 [1:28:40<02:31, 2.03it/s]
1212
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10375/10682 [1:28:41<02:31, 2.03it/s]{'loss': 2.7982, 'grad_norm': 0.25136321783065796, 'learning_rate': 2.5143995351817882e-06, 'epoch': 13.59}
 
1213
 
1214
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10375/10682 [1:28:41<02:31, 2.03it/s]
1215
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10376/10682 [1:28:41<02:31, 2.02it/s]
1216
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10377/10682 [1:28:42<02:30, 2.02it/s]
1217
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10378/10682 [1:28:42<02:30, 2.02it/s]
1218
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10379/10682 [1:28:43<02:29, 2.02it/s]
1219
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10380/10682 [1:28:43<02:29, 2.02it/s]
1220
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10381/10682 [1:28:44<02:28, 2.03it/s]
1221
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10382/10682 [1:28:44<02:28, 2.03it/s]
1222
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10383/10682 [1:28:45<02:27, 2.03it/s]
1223
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10384/10682 [1:28:45<02:26, 2.03it/s]
1224
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10385/10682 [1:28:46<02:26, 2.03it/s]
1225
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10386/10682 [1:28:46<02:25, 2.03it/s]
1226
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10387/10682 [1:28:47<02:25, 2.03it/s]
1227
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10388/10682 [1:28:47<02:24, 2.03it/s]
1228
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10389/10682 [1:28:48<02:24, 2.03it/s]
1229
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10390/10682 [1:28:48<02:24, 2.03it/s]
1230
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10391/10682 [1:28:49<02:23, 2.03it/s]
1231
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10392/10682 [1:28:49<02:23, 2.03it/s]
1232
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10393/10682 [1:28:50<02:22, 2.03it/s]
1233
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10394/10682 [1:28:50<02:22, 2.03it/s]
1234
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10395/10682 [1:28:51<02:21, 2.03it/s]
1235
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10396/10682 [1:28:51<02:20, 2.03it/s]
1236
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10397/10682 [1:28:52<02:20, 2.03it/s]
1237
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10398/10682 [1:28:52<02:19, 2.03it/s]
1238
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10399/10682 [1:28:53<02:19, 2.03it/s]
1239
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10400/10682 [1:28:53<02:19, 2.03it/s]{'loss': 2.7831, 'grad_norm': 0.24997153878211975, 'learning_rate': 2.1218402281655835e-06, 'epoch': 13.62}
1240
 
 
1241
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10400/10682 [1:28:53<02:19, 2.03it/s]
1242
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10401/10682 [1:28:54<02:18, 2.02it/s]
1243
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10402/10682 [1:28:54<02:18, 2.03it/s]
1244
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10403/10682 [1:28:55<02:17, 2.03it/s]
1245
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10404/10682 [1:28:55<02:17, 2.03it/s]
1246
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10405/10682 [1:28:56<02:16, 2.03it/s]
1247
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10406/10682 [1:28:56<02:16, 2.03it/s]
1248
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10407/10682 [1:28:57<02:15, 2.03it/s]
1249
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10408/10682 [1:28:57<02:15, 2.03it/s]
1250
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10409/10682 [1:28:58<02:14, 2.03it/s]
1251
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10410/10682 [1:28:58<02:13, 2.03it/s]
1252
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10411/10682 [1:28:59<02:13, 2.03it/s]
1253
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10412/10682 [1:28:59<02:12, 2.03it/s]
1254
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10413/10682 [1:29:00<02:12, 2.03it/s]
1255
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10414/10682 [1:29:00<02:11, 2.03it/s]
1256
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10415/10682 [1:29:01<02:11, 2.03it/s]
1257
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10416/10682 [1:29:01<02:10, 2.03it/s]
1258
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10417/10682 [1:29:02<02:10, 2.03it/s]
1259
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10418/10682 [1:29:02<02:09, 2.03it/s]
1260
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10419/10682 [1:29:03<02:09, 2.03it/s]
1261
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10420/10682 [1:29:03<02:08, 2.03it/s]
1262
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10421/10682 [1:29:04<02:08, 2.03it/s]
1263
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10422/10682 [1:29:04<02:07, 2.03it/s]
1264
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10423/10682 [1:29:05<02:07, 2.03it/s]
1265
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10424/10682 [1:29:05<02:06, 2.04it/s]
1266
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10425/10682 [1:29:06<02:06, 2.03it/s]
1267
 
 
1268
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10425/10682 [1:29:06<02:06, 2.03it/s]
1269
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10426/10682 [1:29:06<02:06, 2.03it/s]
1270
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10427/10682 [1:29:07<02:05, 2.03it/s]
1271
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10428/10682 [1:29:07<02:05, 2.03it/s]
1272
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10429/10682 [1:29:08<02:04, 2.03it/s]
1273
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10430/10682 [1:29:08<02:04, 2.03it/s]
1274
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10431/10682 [1:29:09<02:03, 2.03it/s]
1275
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10432/10682 [1:29:09<02:03, 2.03it/s]
1276
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10433/10682 [1:29:10<02:02, 2.03it/s]
1277
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10434/10682 [1:29:10<02:02, 2.03it/s]
1278
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10435/10682 [1:29:11<02:01, 2.03it/s]
1279
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10436/10682 [1:29:11<02:01, 2.03it/s]
1280
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10437/10682 [1:29:12<02:00, 2.03it/s]
1281
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10438/10682 [1:29:12<02:00, 2.03it/s]
1282
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10439/10682 [1:29:13<01:59, 2.03it/s]
1283
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10440/10682 [1:29:13<01:59, 2.03it/s]
1284
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10441/10682 [1:29:14<01:58, 2.03it/s]
1285
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10442/10682 [1:29:14<01:58, 2.03it/s]
1286
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10443/10682 [1:29:14<01:57, 2.03it/s]
1287
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10444/10682 [1:29:15<01:57, 2.03it/s]
1288
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10445/10682 [1:29:15<01:56, 2.03it/s]
1289
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10446/10682 [1:29:16<01:56, 2.03it/s]
1290
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10447/10682 [1:29:16<01:55, 2.03it/s]
1291
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10448/10682 [1:29:17<01:55, 2.03it/s]
1292
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10449/10682 [1:29:17<01:54, 2.03it/s]
1293
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10450/10682 [1:29:18<01:54, 2.03it/s]
1294
 
 
1295
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10450/10682 [1:29:18<01:54, 2.03it/s]
1296
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10451/10682 [1:29:18<01:54, 2.02it/s]
1297
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10452/10682 [1:29:19<01:53, 2.02it/s]
1298
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10453/10682 [1:29:19<01:53, 2.03it/s]
1299
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10454/10682 [1:29:20<01:52, 2.03it/s]
1300
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10455/10682 [1:29:20<01:51, 2.03it/s]
1301
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10456/10682 [1:29:21<01:51, 2.03it/s]
1302
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10457/10682 [1:29:21<01:50, 2.03it/s]
1303
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10458/10682 [1:29:22<01:50, 2.03it/s]
1304
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10459/10682 [1:29:22<01:49, 2.03it/s]
1305
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10460/10682 [1:29:23<01:49, 2.03it/s]
1306
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10461/10682 [1:29:23<01:48, 2.03it/s]
1307
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10462/10682 [1:29:24<01:48, 2.03it/s]
1308
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10463/10682 [1:29:24<01:47, 2.03it/s]
1309
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10464/10682 [1:29:25<01:47, 2.03it/s]
1310
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10465/10682 [1:29:25<01:46, 2.03it/s]
1311
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10466/10682 [1:29:26<01:46, 2.03it/s]
1312
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10467/10682 [1:29:26<01:45, 2.03it/s]
1313
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10468/10682 [1:29:27<01:45, 2.03it/s]
1314
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10469/10682 [1:29:27<01:44, 2.03it/s]
1315
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10470/10682 [1:29:28<01:44, 2.03it/s]
1316
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10471/10682 [1:29:28<01:43, 2.03it/s]
1317
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10472/10682 [1:29:29<01:43, 2.03it/s]
1318
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10473/10682 [1:29:29<01:42, 2.03it/s]
1319
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10474/10682 [1:29:30<01:42, 2.03it/s]
1320
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10475/10682 [1:29:30<01:42, 2.03it/s]
1321
 
 
1322
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10475/10682 [1:29:30<01:42, 2.03it/s]
1323
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10476/10682 [1:29:31<01:41, 2.03it/s]
1324
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10477/10682 [1:29:31<01:41, 2.03it/s]
1325
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10478/10682 [1:29:32<01:40, 2.03it/s]
1326
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10479/10682 [1:29:32<01:40, 2.03it/s]
1327
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10480/10682 [1:29:33<01:39, 2.03it/s]
1328
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10481/10682 [1:29:33<01:38, 2.03it/s]
1329
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10482/10682 [1:29:34<01:38, 2.03it/s]
1330
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10483/10682 [1:29:34<01:38, 2.03it/s]
1331
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10484/10682 [1:29:35<01:37, 2.03it/s]
1332
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10485/10682 [1:29:35<01:37, 2.03it/s]
1333
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10486/10682 [1:29:36<01:36, 2.03it/s]
1334
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10487/10682 [1:29:36<01:36, 2.03it/s]
1335
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10488/10682 [1:29:37<01:35, 2.03it/s]
1336
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10489/10682 [1:29:37<01:35, 2.03it/s]
1337
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10490/10682 [1:29:38<01:34, 2.03it/s]
1338
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10491/10682 [1:29:38<01:34, 2.03it/s]
1339
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10492/10682 [1:29:39<01:33, 2.03it/s]
1340
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10493/10682 [1:29:39<01:33, 2.03it/s]
1341
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10494/10682 [1:29:40<01:32, 2.03it/s]
1342
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10495/10682 [1:29:40<01:31, 2.03it/s]
1343
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10496/10682 [1:29:41<01:31, 2.03it/s]
1344
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10497/10682 [1:29:41<01:31, 2.03it/s]
1345
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10498/10682 [1:29:42<01:30, 2.03it/s]
1346
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10499/10682 [1:29:42<01:30, 2.03it/s]
1347
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10500/10682 [1:29:43<01:29, 2.03it/s]{'loss': 2.8054, 'grad_norm': 0.24958878755569458, 'learning_rate': 8.841716933915555e-07, 'epoch': 13.75}
1348
 
 
1349
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10500/10682 [1:29:43<01:29, 2.03it/s]
1350
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10501/10682 [1:29:43<01:29, 2.03it/s]
1351
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10502/10682 [1:29:44<01:28, 2.03it/s]
1352
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10503/10682 [1:29:44<01:28, 2.03it/s]
1353
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10504/10682 [1:29:45<01:27, 2.03it/s]
1354
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10505/10682 [1:29:45<01:27, 2.03it/s]
1355
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10506/10682 [1:29:46<01:26, 2.03it/s]
1356
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10507/10682 [1:29:46<01:26, 2.03it/s]
1357
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10508/10682 [1:29:47<01:25, 2.03it/s]
1358
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10509/10682 [1:29:47<01:25, 2.03it/s]
1359
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10510/10682 [1:29:48<01:24, 2.03it/s]
1360
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10511/10682 [1:29:48<01:24, 2.03it/s]
1361
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10512/10682 [1:29:48<01:23, 2.03it/s]
1362
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10513/10682 [1:29:49<01:23, 2.03it/s]
1363
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10514/10682 [1:29:49<01:22, 2.03it/s]
1364
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10515/10682 [1:29:50<01:22, 2.03it/s]
1365
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10516/10682 [1:29:50<01:21, 2.03it/s]
1366
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10517/10682 [1:29:51<01:21, 2.03it/s]
1367
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10518/10682 [1:29:51<01:20, 2.03it/s]
1368
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10519/10682 [1:29:52<01:20, 2.03it/s]
1369
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10520/10682 [1:29:52<01:19, 2.03it/s]
1370
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10521/10682 [1:29:53<01:19, 2.03it/s]
1371
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10522/10682 [1:29:53<01:18, 2.03it/s]
1372
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10523/10682 [1:29:54<01:18, 2.03it/s]
1373
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10524/10682 [1:29:54<01:17, 2.03it/s]
1374
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10525/10682 [1:29:55<01:17, 2.03it/s]
1375
 
 
1376
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10525/10682 [1:29:55<01:17, 2.03it/s]
1377
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10526/10682 [1:29:55<01:17, 2.03it/s]
1378
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10527/10682 [1:29:56<01:16, 2.03it/s]
1379
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10528/10682 [1:29:56<01:15, 2.03it/s]
1380
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10529/10682 [1:29:57<01:15, 2.03it/s]
1381
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10530/10682 [1:29:57<01:14, 2.03it/s]
1382
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10531/10682 [1:29:58<01:14, 2.03it/s]
1383
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10532/10682 [1:29:58<01:13, 2.03it/s]
1384
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10533/10682 [1:29:59<01:13, 2.03it/s]
1385
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10534/10682 [1:29:59<01:12, 2.03it/s]
1386
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10535/10682 [1:30:00<01:12, 2.03it/s]
1387
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10536/10682 [1:30:00<01:11, 2.03it/s]
1388
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10537/10682 [1:30:01<01:11, 2.03it/s]
1389
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10538/10682 [1:30:01<01:10, 2.03it/s]
1390
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10539/10682 [1:30:02<01:10, 2.03it/s]
1391
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10540/10682 [1:30:02<01:10, 2.03it/s]
1392
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10541/10682 [1:30:03<01:09, 2.02it/s]
1393
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10542/10682 [1:30:03<01:09, 2.03it/s]
1394
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10543/10682 [1:30:04<01:08, 2.03it/s]
1395
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10544/10682 [1:30:04<01:08, 2.03it/s]
1396
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10545/10682 [1:30:05<01:07, 2.03it/s]
1397
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10546/10682 [1:30:05<01:07, 2.03it/s]
1398
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10547/10682 [1:30:06<01:06, 2.03it/s]
1399
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10548/10682 [1:30:06<01:06, 2.03it/s]
1400
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10549/10682 [1:30:07<01:05, 2.02it/s]
1401
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10550/10682 [1:30:07<01:05, 2.03it/s]{'loss': 2.7968, 'grad_norm': 0.25245076417922974, 'learning_rate': 4.651600211027507e-07, 'epoch': 13.82}
 
1402
 
1403
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10550/10682 [1:30:07<01:05, 2.03it/s]
1404
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10551/10682 [1:30:08<01:04, 2.02it/s]
1405
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10552/10682 [1:30:08<01:04, 2.03it/s]
1406
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10553/10682 [1:30:09<01:03, 2.03it/s]
1407
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10554/10682 [1:30:09<01:03, 2.03it/s]
1408
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10555/10682 [1:30:10<01:02, 2.03it/s]
1409
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10556/10682 [1:30:10<01:02, 2.03it/s]
1410
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10557/10682 [1:30:11<01:01, 2.03it/s]
1411
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10558/10682 [1:30:11<01:01, 2.03it/s]
1412
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10559/10682 [1:30:12<01:00, 2.03it/s]
1413
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10560/10682 [1:30:12<01:00, 2.03it/s]
1414
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10561/10682 [1:30:13<00:59, 2.03it/s]
1415
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10562/10682 [1:30:13<00:59, 2.03it/s]
1416
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10563/10682 [1:30:14<00:58, 2.03it/s]
1417
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10564/10682 [1:30:14<00:58, 2.03it/s]
1418
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10565/10682 [1:30:15<00:57, 2.03it/s]
1419
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10566/10682 [1:30:15<00:57, 2.03it/s]
1420
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10567/10682 [1:30:16<00:56, 2.03it/s]
1421
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10568/10682 [1:30:16<00:56, 2.03it/s]
1422
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10569/10682 [1:30:17<00:55, 2.03it/s]
1423
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10570/10682 [1:30:17<00:55, 2.03it/s]
1424
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10571/10682 [1:30:18<00:54, 2.03it/s]
1425
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10572/10682 [1:30:18<00:54, 2.03it/s]
1426
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10573/10682 [1:30:19<00:53, 2.03it/s]
1427
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10574/10682 [1:30:19<00:53, 2.03it/s]
1428
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10575/10682 [1:30:20<00:52, 2.03it/s]
1429
 
 
1430
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10575/10682 [1:30:20<00:52, 2.03it/s]
1431
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10576/10682 [1:30:20<00:52, 2.02it/s]
1432
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10577/10682 [1:30:21<00:51, 2.02it/s]
1433
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10578/10682 [1:30:21<00:51, 2.02it/s]
1434
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10579/10682 [1:30:22<00:50, 2.02it/s]
1435
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10580/10682 [1:30:22<00:50, 2.02it/s]
1436
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10581/10682 [1:30:23<00:49, 2.02it/s]
1437
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10582/10682 [1:30:23<00:49, 2.03it/s]
1438
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10583/10682 [1:30:24<00:48, 2.03it/s]
1439
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10584/10682 [1:30:24<00:48, 2.03it/s]
1440
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10585/10682 [1:30:25<00:47, 2.03it/s]
1441
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10586/10682 [1:30:25<00:47, 2.03it/s]
1442
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10587/10682 [1:30:25<00:46, 2.03it/s]
1443
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10588/10682 [1:30:26<00:46, 2.03it/s]
1444
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10589/10682 [1:30:26<00:45, 2.03it/s]
1445
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10590/10682 [1:30:27<00:45, 2.03it/s]
1446
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10591/10682 [1:30:27<00:44, 2.03it/s]
1447
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10592/10682 [1:30:28<00:44, 2.03it/s]
1448
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10593/10682 [1:30:28<00:43, 2.03it/s]
1449
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10594/10682 [1:30:29<00:43, 2.03it/s]
1450
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10595/10682 [1:30:29<00:42, 2.03it/s]
1451
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10596/10682 [1:30:30<00:42, 2.03it/s]
1452
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10597/10682 [1:30:30<00:41, 2.03it/s]
1453
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10598/10682 [1:30:31<00:41, 2.03it/s]
1454
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10599/10682 [1:30:31<00:40, 2.03it/s]
1455
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10600/10682 [1:30:32<00:40, 2.03it/s]{'loss': 2.8119, 'grad_norm': 0.2522198557853699, 'learning_rate': 1.7952444123359167e-07, 'epoch': 13.88}
 
1456
 
1457
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10600/10682 [1:30:32<00:40, 2.03it/s]
1458
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10601/10682 [1:30:32<00:39, 2.03it/s]
1459
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10602/10682 [1:30:33<00:39, 2.03it/s]
1460
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10603/10682 [1:30:33<00:39, 2.03it/s]
1461
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10604/10682 [1:30:34<00:38, 2.03it/s]
1462
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10605/10682 [1:30:34<00:38, 2.02it/s]
1463
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10606/10682 [1:30:35<00:37, 2.03it/s]
1464
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10607/10682 [1:30:35<00:37, 2.03it/s]
1465
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10608/10682 [1:30:36<00:36, 2.03it/s]
1466
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10609/10682 [1:30:36<00:36, 2.03it/s]
1467
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10610/10682 [1:30:37<00:35, 2.03it/s]
1468
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10611/10682 [1:30:37<00:35, 2.03it/s]
1469
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10612/10682 [1:30:38<00:34, 2.03it/s]
1470
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10613/10682 [1:30:38<00:33, 2.03it/s]
1471
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10614/10682 [1:30:39<00:33, 2.03it/s]
1472
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10615/10682 [1:30:39<00:33, 2.03it/s]
1473
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10616/10682 [1:30:40<00:32, 2.03it/s]
1474
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10617/10682 [1:30:40<00:32, 2.03it/s]
1475
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10618/10682 [1:30:41<00:31, 2.03it/s]
1476
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10619/10682 [1:30:41<00:31, 2.03it/s]
1477
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10620/10682 [1:30:42<00:30, 2.03it/s]
1478
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10621/10682 [1:30:42<00:30, 2.03it/s]
1479
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10622/10682 [1:30:43<00:29, 2.03it/s]
1480
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10623/10682 [1:30:43<00:29, 2.03it/s]
1481
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10624/10682 [1:30:44<00:28, 2.03it/s]
1482
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10625/10682 [1:30:44<00:28, 2.03it/s]{'loss': 2.8038, 'grad_norm': 0.2499060034751892, 'learning_rate': 8.674791042273533e-08, 'epoch': 13.92}
 
1483
 
1484
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10625/10682 [1:30:44<00:28, 2.03it/s]
1485
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10626/10682 [1:30:45<00:27, 2.02it/s]
1486
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10627/10682 [1:30:45<00:27, 2.02it/s]
1487
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10628/10682 [1:30:46<00:26, 2.02it/s]
 
1488
 
1489
 
 
 
1490
 
 
 
618
 
619
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9850/10682 [1:24:10<06:50, 2.03it/s]
620
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9851/10682 [1:24:10<06:50, 2.03it/s]
621
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9852/10682 [1:24:11<06:50, 2.02it/s]
622
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9853/10682 [1:24:11<06:48, 2.03it/s]
623
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9854/10682 [1:24:12<06:48, 2.03it/s]
624
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9855/10682 [1:24:12<06:47, 2.03it/s]
625
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9856/10682 [1:24:13<06:47, 2.03it/s]
626
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9857/10682 [1:24:13<06:47, 2.03it/s]
627
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9858/10682 [1:24:14<06:46, 2.03it/s]
628
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9859/10682 [1:24:14<06:46, 2.03it/s]
629
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9860/10682 [1:24:15<06:45, 2.03it/s]
630
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9861/10682 [1:24:15<06:45, 2.03it/s]
631
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9862/10682 [1:24:16<06:44, 2.03it/s]
632
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9863/10682 [1:24:16<06:43, 2.03it/s]
633
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9864/10682 [1:24:17<06:43, 2.03it/s]
634
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9865/10682 [1:24:17<06:42, 2.03it/s]
635
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9866/10682 [1:24:18<06:42, 2.03it/s]
636
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9867/10682 [1:24:18<06:41, 2.03it/s]
637
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9868/10682 [1:24:19<06:41, 2.03it/s]
638
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9869/10682 [1:24:19<06:40, 2.03it/s]
639
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9870/10682 [1:24:20<06:40, 2.03it/s]
640
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9871/10682 [1:24:20<06:40, 2.03it/s]
641
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9872/10682 [1:24:21<06:39, 2.03it/s]
642
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9873/10682 [1:24:21<06:39, 2.03it/s]
643
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9874/10682 [1:24:22<06:38, 2.03it/s]
644
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:24:22<06:38, 2.03it/s]{'loss': 2.8269, 'grad_norm': 0.24751795828342438, 'learning_rate': 1.7288216615031272e-05, 'epoch': 12.93}
645
 
646
 
647
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:24:22<06:38, 2.03it/s]
648
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9876/10682 [1:24:23<06:37, 2.03it/s]
649
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9877/10682 [1:24:23<06:37, 2.03it/s]
650
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9878/10682 [1:24:24<06:36, 2.03it/s]
651
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9879/10682 [1:24:24<06:35, 2.03it/s]
652
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9880/10682 [1:24:25<06:35, 2.03it/s]
653
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9881/10682 [1:24:25<06:35, 2.03it/s]
654
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9882/10682 [1:24:26<06:34, 2.03it/s]
655
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9883/10682 [1:24:26<06:34, 2.03it/s]
656
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9884/10682 [1:24:27<06:33, 2.03it/s]
657
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9885/10682 [1:24:27<06:33, 2.03it/s]
658
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9886/10682 [1:24:28<06:32, 2.03it/s]
659
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9887/10682 [1:24:28<06:31, 2.03it/s]
660
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9888/10682 [1:24:29<06:31, 2.03it/s]
661
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9889/10682 [1:24:29<06:31, 2.03it/s]
662
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9890/10682 [1:24:30<06:30, 2.03it/s]
663
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9891/10682 [1:24:30<06:29, 2.03it/s]
664
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9892/10682 [1:24:31<06:29, 2.03it/s]
665
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9893/10682 [1:24:31<06:28, 2.03it/s]
666
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9894/10682 [1:24:32<06:28, 2.03it/s]
667
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9895/10682 [1:24:32<06:27, 2.03it/s]
668
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9896/10682 [1:24:33<06:27, 2.03it/s]
669
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9897/10682 [1:24:33<06:27, 2.03it/s]
670
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9898/10682 [1:24:34<06:26, 2.03it/s]
671
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9899/10682 [1:24:34<06:26, 2.03it/s]
672
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:24:35<06:25, 2.03it/s]{'loss': 2.8229, 'grad_norm': 0.2464432567358017, 'learning_rate': 1.6239414036870183e-05, 'epoch': 12.97}
673
 
674
 
675
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:24:35<06:25, 2.03it/s]
676
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9901/10682 [1:24:35<06:25, 2.03it/s]
677
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9902/10682 [1:24:36<06:24, 2.03it/s]
678
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9903/10682 [1:24:36<06:24, 2.03it/s]
679
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9904/10682 [1:24:37<06:23, 2.03it/s]
680
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9905/10682 [1:24:37<06:23, 2.02it/s]
681
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9906/10682 [1:24:38<06:23, 2.02it/s]
682
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9907/10682 [1:24:38<06:23, 2.02it/s]
683
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9908/10682 [1:24:39<06:22, 2.02it/s]
684
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9909/10682 [1:24:39<06:22, 2.02it/s]
685
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9910/10682 [1:24:40<06:21, 2.03it/s]
686
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9911/10682 [1:24:40<06:20, 2.03it/s]
687
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9912/10682 [1:24:41<06:19, 2.03it/s]
688
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9913/10682 [1:24:41<06:19, 2.03it/s]
689
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9914/10682 [1:24:42<06:18, 2.03it/s]
690
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9915/10682 [1:24:42<06:17, 2.03it/s]
691
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9916/10682 [1:24:43<06:17, 2.03it/s]
692
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9917/10682 [1:24:43<06:17, 2.03it/s]
693
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9918/10682 [1:24:44<06:16, 2.03it/s]
694
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9919/10682 [1:24:44<06:16, 2.03it/s]
695
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9920/10682 [1:24:45<06:16, 2.02it/s]
696
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9921/10682 [1:24:45<06:15, 2.03it/s]
697
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9922/10682 [1:24:45<06:14, 2.03it/s]
698
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9923/10682 [1:24:46<06:14, 2.03it/s]
699
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9924/10682 [1:24:46<06:13, 2.03it/s]
700
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:47<06:22, 1.98it/s]{'loss': 2.8269, 'grad_norm': 0.24894338846206665, 'learning_rate': 1.5222903086944684e-05, 'epoch': 13.0}
 
701
 
702
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:47<06:22, 1.98it/s]
703
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9926/10682 [1:24:59<50:04, 3.97s/it]
704
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9927/10682 [1:25:00<36:52, 2.93s/it]
705
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9928/10682 [1:25:00<27:37, 2.20s/it]
706
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9929/10682 [1:25:01<21:12, 1.69s/it]
707
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9930/10682 [1:25:01<16:40, 1.33s/it]
708
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9931/10682 [1:25:02<13:30, 1.08s/it]
709
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9932/10682 [1:25:02<11:16, 1.11it/s]
710
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9933/10682 [1:25:03<09:45, 1.28it/s]
711
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9934/10682 [1:25:03<08:41, 1.44it/s]
712
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9935/10682 [1:25:04<07:54, 1.57it/s]
713
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9936/10682 [1:25:04<07:22, 1.69it/s]
714
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9937/10682 [1:25:05<06:59, 1.77it/s]
715
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9938/10682 [1:25:05<06:43, 1.84it/s]
716
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9939/10682 [1:25:06<06:32, 1.89it/s]
717
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9940/10682 [1:25:06<06:24, 1.93it/s]
718
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9941/10682 [1:25:07<06:18, 1.96it/s]
719
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9942/10682 [1:25:07<06:14, 1.98it/s]
720
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9943/10682 [1:25:07<06:11, 1.99it/s]
721
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9944/10682 [1:25:08<06:09, 2.00it/s]
722
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9945/10682 [1:25:08<06:07, 2.01it/s]
723
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9946/10682 [1:25:09<06:06, 2.01it/s]
724
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9947/10682 [1:25:09<06:05, 2.01it/s]
725
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9948/10682 [1:25:10<06:04, 2.01it/s]
726
+
727
 
728
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:47<06:22, 1.98it/s]
729
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9926/10682 [1:24:59<50:04, 3.97s/it]
730
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9927/10682 [1:25:00<36:52, 2.93s/it]
731
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9928/10682 [1:25:00<27:37, 2.20s/it]
732
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9929/10682 [1:25:01<21:12, 1.69s/it]
733
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9930/10682 [1:25:01<16:40, 1.33s/it]
734
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9931/10682 [1:25:02<13:30, 1.08s/it]
735
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9932/10682 [1:25:02<11:16, 1.11it/s]
736
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9933/10682 [1:25:03<09:45, 1.28it/s]
737
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9934/10682 [1:25:03<08:41, 1.44it/s]
738
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9935/10682 [1:25:04<07:54, 1.57it/s]
739
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9936/10682 [1:25:04<07:22, 1.69it/s]
740
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9937/10682 [1:25:05<06:59, 1.77it/s]
741
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9938/10682 [1:25:05<06:43, 1.84it/s]
742
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9939/10682 [1:25:06<06:32, 1.89it/s]
743
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9940/10682 [1:25:06<06:24, 1.93it/s]
744
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9941/10682 [1:25:07<06:18, 1.96it/s]
745
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9942/10682 [1:25:07<06:14, 1.98it/s]
746
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9943/10682 [1:25:07<06:11, 1.99it/s]
747
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9944/10682 [1:25:08<06:09, 2.00it/s]
748
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9945/10682 [1:25:08<06:07, 2.01it/s]
749
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9946/10682 [1:25:09<06:06, 2.01it/s]
750
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9947/10682 [1:25:09<06:05, 2.01it/s]
751
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9948/10682 [1:25:10<06:04, 2.01it/s]
752
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9949/10682 [1:25:10<06:03, 2.02it/s]
753
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:25:11<06:02, 2.02it/s]{'loss': 2.7842, 'grad_norm': 0.2500942349433899, 'learning_rate': 1.4238751618640577e-05, 'epoch': 13.03}
754
+
755
 
756
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:25:11<06:02, 2.02it/s]
757
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9951/10682 [1:25:11<06:02, 2.02it/s]
758
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9952/10682 [1:25:12<06:00, 2.02it/s]
759
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9953/10682 [1:25:12<06:00, 2.02it/s]
760
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9954/10682 [1:25:13<05:59, 2.03it/s]
761
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9955/10682 [1:25:13<05:59, 2.02it/s]
762
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9956/10682 [1:25:14<05:58, 2.03it/s]
763
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9957/10682 [1:25:14<05:57, 2.03it/s]
764
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9958/10682 [1:25:15<05:57, 2.03it/s]
765
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9959/10682 [1:25:15<05:56, 2.03it/s]
766
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9960/10682 [1:25:16<05:56, 2.03it/s]
767
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9961/10682 [1:25:16<05:55, 2.03it/s]
768
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9962/10682 [1:25:17<05:55, 2.03it/s]
769
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9963/10682 [1:25:17<05:54, 2.03it/s]
770
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9964/10682 [1:25:18<05:53, 2.03it/s]
771
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9965/10682 [1:25:18<05:53, 2.03it/s]
772
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9966/10682 [1:25:19<05:53, 2.03it/s]
773
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9967/10682 [1:25:19<05:52, 2.03it/s]
774
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9968/10682 [1:25:20<05:51, 2.03it/s]
775
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9969/10682 [1:25:20<05:51, 2.03it/s]
776
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9970/10682 [1:25:21<05:50, 2.03it/s]
777
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9971/10682 [1:25:21<05:50, 2.03it/s]
778
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9972/10682 [1:25:22<05:50, 2.03it/s]
779
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9973/10682 [1:25:22<05:49, 2.03it/s]
780
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9974/10682 [1:25:23<05:49, 2.03it/s]
781
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9975/10682 [1:25:23<05:48, 2.03it/s]{'loss': 2.799, 'grad_norm': 0.25120672583580017, 'learning_rate': 1.3287025325307511e-05, 'epoch': 13.06}
782
+
783
 
784
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9975/10682 [1:25:23<05:48, 2.03it/s]
785
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9976/10682 [1:25:24<05:48, 2.03it/s]
786
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9977/10682 [1:25:24<05:47, 2.03it/s]
787
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9978/10682 [1:25:25<05:47, 2.03it/s]
788
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9979/10682 [1:25:25<05:46, 2.03it/s]
789
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9980/10682 [1:25:26<05:46, 2.03it/s]
790
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9981/10682 [1:25:26<05:45, 2.03it/s]
791
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9982/10682 [1:25:27<05:45, 2.03it/s]
792
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9983/10682 [1:25:27<05:44, 2.03it/s]
793
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9984/10682 [1:25:28<05:44, 2.03it/s]
794
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9985/10682 [1:25:28<05:44, 2.03it/s]
795
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9986/10682 [1:25:29<05:43, 2.03it/s]
796
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9987/10682 [1:25:29<05:42, 2.03it/s]
797
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9988/10682 [1:25:30<05:42, 2.03it/s]
798
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9989/10682 [1:25:30<05:42, 2.03it/s]
799
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9990/10682 [1:25:31<05:41, 2.03it/s]
800
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9991/10682 [1:25:31<05:41, 2.03it/s]
801
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9992/10682 [1:25:32<05:40, 2.03it/s]
802
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9993/10682 [1:25:32<05:40, 2.02it/s]
803
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9994/10682 [1:25:33<05:39, 2.03it/s]
804
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9995/10682 [1:25:33<05:38, 2.03it/s]
805
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9996/10682 [1:25:34<05:38, 2.02it/s]
806
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9997/10682 [1:25:34<05:37, 2.03it/s]
807
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9998/10682 [1:25:35<05:37, 2.03it/s]
808
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9999/10682 [1:25:35<05:37, 2.03it/s]
809
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10000/10682 [1:25:36<05:36, 2.03it/s]{'loss': 2.8013, 'grad_norm': 0.24948380887508392, 'learning_rate': 1.2367787735873993e-05, 'epoch': 13.1}
810
+
811
 
812
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10000/10682 [1:25:36<05:36, 2.03it/s]
813
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10001/10682 [1:25:36<05:36, 2.03it/s]
814
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10002/10682 [1:25:37<05:35, 2.03it/s]
815
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10003/10682 [1:25:37<05:34, 2.03it/s]
816
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10004/10682 [1:25:38<05:34, 2.03it/s]
817
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10005/10682 [1:25:38<05:33, 2.03it/s]
818
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10006/10682 [1:25:39<05:33, 2.03it/s]
819
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10007/10682 [1:25:39<05:33, 2.03it/s]
820
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10008/10682 [1:25:40<05:32, 2.03it/s]
821
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10009/10682 [1:25:40<05:32, 2.03it/s]
822
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10010/10682 [1:25:41<05:31, 2.03it/s]
823
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10011/10682 [1:25:41<05:31, 2.03it/s]
824
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10012/10682 [1:25:42<05:30, 2.03it/s]
825
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10013/10682 [1:25:42<05:30, 2.03it/s]
826
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10014/10682 [1:25:43<05:29, 2.03it/s]
827
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10015/10682 [1:25:43<05:29, 2.03it/s]
828
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10016/10682 [1:25:44<05:28, 2.03it/s]
829
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10017/10682 [1:25:44<05:28, 2.03it/s]
830
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10018/10682 [1:25:45<05:27, 2.02it/s]
831
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10019/10682 [1:25:45<05:27, 2.03it/s]
832
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10020/10682 [1:25:45<05:27, 2.02it/s]
833
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10021/10682 [1:25:46<05:26, 2.02it/s]
834
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10022/10682 [1:25:46<05:25, 2.02it/s]
835
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10023/10682 [1:25:47<05:25, 2.03it/s]
836
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10024/10682 [1:25:47<05:25, 2.02it/s]
837
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10025/10682 [1:25:48<05:24, 2.03it/s]{'loss': 2.8, 'grad_norm': 0.2516091465950012, 'learning_rate': 1.1481100210606388e-05, 'epoch': 13.13}
838
+
839
 
840
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10025/10682 [1:25:48<05:24, 2.03it/s]
841
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10026/10682 [1:25:48<05:24, 2.02it/s]
842
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10027/10682 [1:25:49<05:23, 2.03it/s]
843
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10028/10682 [1:25:49<05:22, 2.03it/s]
844
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10029/10682 [1:25:50<05:22, 2.03it/s]
845
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10030/10682 [1:25:50<05:21, 2.03it/s]
846
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10031/10682 [1:25:51<05:21, 2.03it/s]
847
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10032/10682 [1:25:51<05:20, 2.03it/s]
848
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10033/10682 [1:25:52<05:19, 2.03it/s]
849
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10034/10682 [1:25:52<05:19, 2.03it/s]
850
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10035/10682 [1:25:53<05:18, 2.03it/s]
851
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10036/10682 [1:25:53<05:18, 2.03it/s]
852
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10037/10682 [1:25:54<05:17, 2.03it/s]
853
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10038/10682 [1:25:54<05:17, 2.03it/s]
854
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10039/10682 [1:25:55<05:16, 2.03it/s]
855
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10040/10682 [1:25:55<05:16, 2.03it/s]
856
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10041/10682 [1:25:56<05:15, 2.03it/s]
857
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10042/10682 [1:25:56<05:15, 2.03it/s]
858
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10043/10682 [1:25:57<05:15, 2.03it/s]
859
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10044/10682 [1:25:57<05:14, 2.03it/s]
860
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10045/10682 [1:25:58<05:13, 2.03it/s]
861
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10046/10682 [1:25:58<05:13, 2.03it/s]
862
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10047/10682 [1:25:59<05:12, 2.03it/s]
863
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10048/10682 [1:25:59<05:12, 2.03it/s]
864
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10049/10682 [1:26:00<05:11, 2.03it/s]
865
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10050/10682 [1:26:00<05:11, 2.03it/s]{'loss': 2.8031, 'grad_norm': 0.2510456144809723, 'learning_rate': 1.0627021937013704e-05, 'epoch': 13.16}
866
+
867
 
868
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10050/10682 [1:26:00<05:11, 2.03it/s]
869
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10051/10682 [1:26:01<05:11, 2.03it/s]
870
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10052/10682 [1:26:01<05:10, 2.03it/s]
871
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10053/10682 [1:26:02<05:10, 2.03it/s]
872
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10054/10682 [1:26:02<05:09, 2.03it/s]
873
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10055/10682 [1:26:03<05:09, 2.03it/s]
874
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10056/10682 [1:26:03<05:08, 2.03it/s]
875
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10057/10682 [1:26:04<05:08, 2.03it/s]
876
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10058/10682 [1:26:04<05:07, 2.03it/s]
877
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10059/10682 [1:26:05<05:07, 2.03it/s]
878
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10060/10682 [1:26:05<05:07, 2.02it/s]
879
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10061/10682 [1:26:06<05:06, 2.03it/s]
880
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10062/10682 [1:26:06<05:05, 2.03it/s]
881
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10063/10682 [1:26:07<05:05, 2.03it/s]
882
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10064/10682 [1:26:07<05:04, 2.03it/s]
883
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10065/10682 [1:26:08<05:04, 2.03it/s]
884
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10066/10682 [1:26:08<05:04, 2.02it/s]
885
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10067/10682 [1:26:09<05:03, 2.03it/s]
886
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10068/10682 [1:26:09<05:03, 2.03it/s]
887
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10069/10682 [1:26:10<05:02, 2.03it/s]
888
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10070/10682 [1:26:10<05:02, 2.03it/s]
889
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10071/10682 [1:26:11<05:01, 2.03it/s]
890
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10072/10682 [1:26:11<05:01, 2.02it/s]
891
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10073/10682 [1:26:12<05:00, 2.03it/s]
892
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10074/10682 [1:26:12<04:59, 2.03it/s]
893
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10075/10682 [1:26:13<04:59, 2.03it/s]{'loss': 2.8029, 'grad_norm': 0.2531677186489105, 'learning_rate': 9.805609925895964e-06, 'epoch': 13.2}
894
+
895
 
896
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10075/10682 [1:26:13<04:59, 2.03it/s]
897
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10076/10682 [1:26:13<04:59, 2.03it/s]
898
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10077/10682 [1:26:14<04:58, 2.02it/s]
899
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10078/10682 [1:26:14<04:58, 2.02it/s]
900
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10079/10682 [1:26:15<04:58, 2.02it/s]
901
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10080/10682 [1:26:15<04:57, 2.03it/s]
902
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10081/10682 [1:26:16<04:56, 2.03it/s]
903
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10082/10682 [1:26:16<04:56, 2.03it/s]
904
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10083/10682 [1:26:17<04:55, 2.03it/s]
905
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10084/10682 [1:26:17<04:55, 2.02it/s]
906
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10085/10682 [1:26:18<04:54, 2.02it/s]
907
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10086/10682 [1:26:18<04:54, 2.02it/s]
908
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10087/10682 [1:26:19<04:53, 2.03it/s]
909
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10088/10682 [1:26:19<04:53, 2.02it/s]
910
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10089/10682 [1:26:20<04:53, 2.02it/s]
911
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10090/10682 [1:26:20<04:52, 2.03it/s]
912
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10091/10682 [1:26:21<04:51, 2.03it/s]
913
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10092/10682 [1:26:21<04:51, 2.03it/s]
914
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10093/10682 [1:26:22<04:50, 2.03it/s]
915
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10094/10682 [1:26:22<04:49, 2.03it/s]
916
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10095/10682 [1:26:22<04:49, 2.03it/s]
917
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10096/10682 [1:26:23<04:49, 2.03it/s]
918
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10097/10682 [1:26:23<04:48, 2.03it/s]
919
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10098/10682 [1:26:24<04:48, 2.03it/s]
920
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10099/10682 [1:26:24<04:47, 2.03it/s]
921
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10100/10682 [1:26:25<04:47, 2.03it/s]{'loss': 2.7963, 'grad_norm': 0.24528002738952637, 'learning_rate': 9.01691900753926e-06, 'epoch': 13.23}
922
+
923
 
924
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10100/10682 [1:26:25<04:47, 2.03it/s]
925
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10101/10682 [1:26:25<04:47, 2.02it/s]
926
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10102/10682 [1:26:26<04:46, 2.02it/s]
927
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10103/10682 [1:26:26<04:45, 2.02it/s]
928
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10104/10682 [1:26:27<04:45, 2.02it/s]
929
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10105/10682 [1:26:27<04:44, 2.03it/s]
930
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10106/10682 [1:26:28<04:44, 2.03it/s]
931
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10107/10682 [1:26:28<04:43, 2.03it/s]
932
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10108/10682 [1:26:29<04:42, 2.03it/s]
933
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10109/10682 [1:26:29<04:42, 2.03it/s]
934
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10110/10682 [1:26:30<04:42, 2.03it/s]
935
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10111/10682 [1:26:30<04:41, 2.03it/s]
936
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10112/10682 [1:26:31<04:41, 2.03it/s]
937
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10113/10682 [1:26:31<04:40, 2.03it/s]
938
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10114/10682 [1:26:32<04:40, 2.03it/s]
939
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10115/10682 [1:26:32<04:39, 2.03it/s]
940
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10116/10682 [1:26:33<04:39, 2.03it/s]
941
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10117/10682 [1:26:33<04:38, 2.03it/s]
942
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10118/10682 [1:26:34<04:38, 2.03it/s]
943
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10119/10682 [1:26:34<04:37, 2.03it/s]
944
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10120/10682 [1:26:35<04:37, 2.03it/s]
945
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10121/10682 [1:26:35<04:36, 2.03it/s]
946
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10122/10682 [1:26:36<04:35, 2.03it/s]
947
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10123/10682 [1:26:36<04:35, 2.03it/s]
948
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10124/10682 [1:26:37<04:34, 2.03it/s]
949
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10125/10682 [1:26:37<04:34, 2.03it/s]{'loss': 2.7944, 'grad_norm': 0.25175368785858154, 'learning_rate': 8.261001828055447e-06, 'epoch': 13.26}
950
+
951
 
952
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10125/10682 [1:26:37<04:34, 2.03it/s]
953
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10126/10682 [1:26:38<04:34, 2.03it/s]
954
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10127/10682 [1:26:38<04:34, 2.03it/s]
955
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10128/10682 [1:26:39<04:33, 2.03it/s]
956
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10129/10682 [1:26:39<04:32, 2.03it/s]
957
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10130/10682 [1:26:40<04:32, 2.03it/s]
958
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10131/10682 [1:26:40<04:31, 2.03it/s]
959
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10132/10682 [1:26:41<04:31, 2.03it/s]
960
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10133/10682 [1:26:41<04:31, 2.02it/s]
961
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10134/10682 [1:26:42<04:30, 2.02it/s]
962
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10135/10682 [1:26:42<04:30, 2.02it/s]
963
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10136/10682 [1:26:43<04:30, 2.02it/s]
964
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10137/10682 [1:26:43<04:29, 2.02it/s]
965
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10138/10682 [1:26:44<04:28, 2.02it/s]
966
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10139/10682 [1:26:44<04:28, 2.02it/s]
967
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10140/10682 [1:26:45<04:27, 2.02it/s]
968
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10141/10682 [1:26:45<04:27, 2.03it/s]
969
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10142/10682 [1:26:46<04:26, 2.02it/s]
970
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10143/10682 [1:26:46<04:26, 2.02it/s]
971
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10144/10682 [1:26:47<04:25, 2.03it/s]
972
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10145/10682 [1:26:47<04:25, 2.03it/s]
973
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10146/10682 [1:26:48<04:24, 2.03it/s]
974
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10147/10682 [1:26:48<04:23, 2.03it/s]
975
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10148/10682 [1:26:49<04:23, 2.03it/s]
976
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10149/10682 [1:26:49<04:22, 2.03it/s]
977
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10150/10682 [1:26:50<04:22, 2.03it/s]{'loss': 2.8061, 'grad_norm': 0.2488679438829422, 'learning_rate': 7.537908845868024e-06, 'epoch': 13.29}
978
+
979
 
980
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10150/10682 [1:26:50<04:22, 2.03it/s]
981
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10151/10682 [1:26:50<04:22, 2.02it/s]
982
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10152/10682 [1:26:51<04:22, 2.02it/s]
983
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10153/10682 [1:26:51<04:21, 2.03it/s]
984
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10154/10682 [1:26:52<04:43, 1.86it/s]
985
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10155/10682 [1:26:52<04:35, 1.91it/s]
986
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10156/10682 [1:26:53<04:30, 1.94it/s]
987
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10157/10682 [1:26:53<04:26, 1.97it/s]
988
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10158/10682 [1:26:54<04:23, 1.99it/s]
989
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10159/10682 [1:26:54<04:21, 2.00it/s]
990
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10160/10682 [1:26:55<04:20, 2.00it/s]
991
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10161/10682 [1:26:55<04:19, 2.01it/s]
992
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10162/10682 [1:26:56<04:18, 2.01it/s]
993
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10163/10682 [1:26:56<04:17, 2.02it/s]
994
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10164/10682 [1:26:57<04:16, 2.02it/s]
995
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10165/10682 [1:26:57<04:15, 2.02it/s]
996
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10166/10682 [1:26:58<04:15, 2.02it/s]
997
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10167/10682 [1:26:58<04:14, 2.02it/s]
998
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10168/10682 [1:26:59<04:14, 2.02it/s]
999
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10169/10682 [1:26:59<04:13, 2.02it/s]
1000
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10170/10682 [1:27:00<04:12, 2.03it/s]
1001
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10171/10682 [1:27:00<04:12, 2.03it/s]
1002
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10172/10682 [1:27:01<04:11, 2.03it/s]
1003
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10173/10682 [1:27:01<04:11, 2.03it/s]
1004
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10174/10682 [1:27:02<04:10, 2.03it/s]
1005
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10175/10682 [1:27:02<04:10, 2.03it/s]{'loss': 2.8033, 'grad_norm': 0.2522995173931122, 'learning_rate': 6.847688328344037e-06, 'epoch': 13.33}
1006
+
1007
 
1008
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10175/10682 [1:27:02<04:10, 2.03it/s]
1009
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10176/10682 [1:27:03<04:10, 2.02it/s]
1010
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10177/10682 [1:27:03<04:09, 2.02it/s]
1011
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10178/10682 [1:27:04<04:09, 2.02it/s]
1012
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10179/10682 [1:27:04<04:08, 2.02it/s]
1013
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10180/10682 [1:27:05<04:07, 2.03it/s]
1014
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10181/10682 [1:27:05<04:07, 2.03it/s]
1015
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10182/10682 [1:27:06<04:06, 2.03it/s]
1016
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10183/10682 [1:27:06<04:06, 2.02it/s]
1017
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10184/10682 [1:27:07<04:05, 2.03it/s]
1018
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10185/10682 [1:27:07<04:05, 2.03it/s]
1019
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10186/10682 [1:27:08<04:04, 2.03it/s]
1020
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10187/10682 [1:27:08<04:04, 2.03it/s]
1021
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10188/10682 [1:27:09<04:03, 2.03it/s]
1022
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10189/10682 [1:27:09<04:03, 2.03it/s]
1023
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10190/10682 [1:27:10<04:02, 2.03it/s]
1024
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10191/10682 [1:27:10<04:02, 2.02it/s]
1025
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10192/10682 [1:27:11<04:01, 2.03it/s]
1026
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10193/10682 [1:27:11<04:01, 2.02it/s]
1027
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10194/10682 [1:27:12<04:00, 2.03it/s]
1028
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10195/10682 [1:27:12<04:01, 2.02it/s]
1029
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10196/10682 [1:27:13<04:00, 2.02it/s]
1030
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10197/10682 [1:27:13<04:00, 2.02it/s]
1031
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10198/10682 [1:27:13<03:59, 2.02it/s]
1032
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10199/10682 [1:27:14<03:58, 2.02it/s]
1033
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10200/10682 [1:27:14<03:58, 2.02it/s]{'loss': 2.799, 'grad_norm': 0.2519816756248474, 'learning_rate': 6.190386348572108e-06, 'epoch': 13.36}
1034
+
1035
 
1036
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10200/10682 [1:27:14<03:58, 2.02it/s]
1037
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10201/10682 [1:27:15<03:57, 2.02it/s]
1038
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10202/10682 [1:27:15<03:56, 2.03it/s]
1039
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10203/10682 [1:27:16<03:56, 2.03it/s]
1040
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10204/10682 [1:27:16<03:55, 2.03it/s]
1041
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10205/10682 [1:27:17<03:55, 2.03it/s]
1042
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10206/10682 [1:27:17<03:54, 2.03it/s]
1043
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10207/10682 [1:27:18<03:54, 2.03it/s]
1044
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10208/10682 [1:27:18<03:54, 2.03it/s]
1045
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10209/10682 [1:27:19<03:53, 2.02it/s]
1046
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10210/10682 [1:27:19<03:52, 2.03it/s]
1047
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10211/10682 [1:27:20<03:52, 2.03it/s]
1048
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10212/10682 [1:27:20<03:51, 2.03it/s]
1049
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10213/10682 [1:27:21<03:51, 2.03it/s]
1050
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10214/10682 [1:27:21<03:50, 2.03it/s]
1051
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10215/10682 [1:27:22<03:50, 2.03it/s]
1052
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10216/10682 [1:27:22<03:49, 2.03it/s]
1053
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10217/10682 [1:27:23<03:49, 2.03it/s]
1054
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10218/10682 [1:27:23<03:48, 2.03it/s]
1055
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10219/10682 [1:27:24<03:48, 2.03it/s]
1056
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10220/10682 [1:27:24<03:47, 2.03it/s]
1057
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10221/10682 [1:27:25<03:47, 2.03it/s]
1058
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10222/10682 [1:27:25<03:46, 2.03it/s]
1059
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10223/10682 [1:27:26<03:46, 2.03it/s]
1060
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10224/10682 [1:27:26<03:45, 2.03it/s]
1061
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10225/10682 [1:27:27<03:45, 2.03it/s]{'loss': 2.7962, 'grad_norm': 0.2496296763420105, 'learning_rate': 5.56604678228706e-06, 'epoch': 13.39}
1062
+
1063
 
1064
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10225/10682 [1:27:27<03:45, 2.03it/s]
1065
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10226/10682 [1:27:27<03:44, 2.03it/s]
1066
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10227/10682 [1:27:28<03:44, 2.03it/s]
1067
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10228/10682 [1:27:28<03:43, 2.03it/s]
1068
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10229/10682 [1:27:29<03:43, 2.03it/s]
1069
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10230/10682 [1:27:29<03:42, 2.03it/s]
1070
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10231/10682 [1:27:30<03:42, 2.03it/s]
1071
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10232/10682 [1:27:30<03:41, 2.03it/s]
1072
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10233/10682 [1:27:31<03:41, 2.03it/s]
1073
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10234/10682 [1:27:31<03:41, 2.03it/s]
1074
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10235/10682 [1:27:32<03:40, 2.03it/s]
1075
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10236/10682 [1:27:32<03:39, 2.03it/s]
1076
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10237/10682 [1:27:33<03:39, 2.03it/s]
1077
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10238/10682 [1:27:33<03:39, 2.03it/s]
1078
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10239/10682 [1:27:34<03:38, 2.03it/s]
1079
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10240/10682 [1:27:34<03:38, 2.03it/s]
1080
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10241/10682 [1:27:35<03:37, 2.03it/s]
1081
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10242/10682 [1:27:35<03:37, 2.03it/s]
1082
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10243/10682 [1:27:36<03:36, 2.03it/s]
1083
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10244/10682 [1:27:36<03:36, 2.03it/s]
1084
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10245/10682 [1:27:37<03:35, 2.03it/s]
1085
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10246/10682 [1:27:37<03:35, 2.03it/s]
1086
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10247/10682 [1:27:38<03:34, 2.03it/s]
1087
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10248/10682 [1:27:38<03:34, 2.02it/s]
1088
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10249/10682 [1:27:39<03:33, 2.03it/s]
1089
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10250/10682 [1:27:39<03:33, 2.03it/s]{'loss': 2.7955, 'grad_norm': 0.24875780940055847, 'learning_rate': 4.974711304941093e-06, 'epoch': 13.43}
1090
 
1091
+
1092
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10250/10682 [1:27:39<03:33, 2.03it/s]
1093
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10251/10682 [1:27:40<03:32, 2.02it/s]
1094
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10252/10682 [1:27:40<03:32, 2.03it/s]
1095
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10253/10682 [1:27:41<03:49, 1.87it/s]
1096
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10254/10682 [1:27:41<03:43, 1.91it/s]
1097
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10255/10682 [1:27:42<03:39, 1.94it/s]
1098
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10256/10682 [1:27:42<03:36, 1.97it/s]
1099
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10257/10682 [1:27:43<03:33, 1.99it/s]
1100
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10258/10682 [1:27:43<03:32, 2.00it/s]
1101
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10259/10682 [1:27:44<03:30, 2.01it/s]
1102
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10260/10682 [1:27:44<03:29, 2.01it/s]
1103
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10261/10682 [1:27:45<03:28, 2.02it/s]
1104
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10262/10682 [1:27:45<03:28, 2.02it/s]
1105
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10263/10682 [1:27:46<03:27, 2.02it/s]
1106
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10264/10682 [1:27:46<03:26, 2.02it/s]
1107
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10265/10682 [1:27:47<03:26, 2.02it/s]
1108
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10266/10682 [1:27:47<03:25, 2.03it/s]
1109
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10267/10682 [1:27:48<03:24, 2.03it/s]
1110
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10268/10682 [1:27:48<03:24, 2.03it/s]
1111
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10269/10682 [1:27:49<03:23, 2.03it/s]
1112
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10270/10682 [1:27:49<03:23, 2.03it/s]
1113
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10271/10682 [1:27:50<03:22, 2.03it/s]
1114
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10272/10682 [1:27:50<03:22, 2.03it/s]
1115
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10273/10682 [1:27:51<03:21, 2.03it/s]
1116
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10274/10682 [1:27:51<03:21, 2.03it/s]
1117
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10275/10682 [1:27:52<03:20, 2.03it/s]{'loss': 2.8098, 'grad_norm': 0.25310125946998596, 'learning_rate': 4.416419388921844e-06, 'epoch': 13.46}
1118
+
1119
 
1120
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10275/10682 [1:27:52<03:20, 2.03it/s]
1121
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10276/10682 [1:27:52<03:20, 2.02it/s]
1122
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10277/10682 [1:27:53<03:20, 2.02it/s]
1123
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10278/10682 [1:27:53<03:19, 2.02it/s]
1124
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10279/10682 [1:27:54<03:18, 2.03it/s]
1125
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10280/10682 [1:27:54<03:18, 2.02it/s]
1126
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10281/10682 [1:27:55<03:18, 2.02it/s]
1127
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10282/10682 [1:27:55<03:17, 2.03it/s]
1128
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10283/10682 [1:27:56<03:16, 2.03it/s]
1129
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10284/10682 [1:27:56<03:16, 2.03it/s]
1130
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10285/10682 [1:27:57<03:15, 2.03it/s]
1131
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10286/10682 [1:27:57<03:15, 2.03it/s]
1132
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10287/10682 [1:27:58<03:14, 2.03it/s]
1133
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10288/10682 [1:27:58<03:14, 2.03it/s]
1134
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10289/10682 [1:27:59<03:13, 2.03it/s]
1135
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10290/10682 [1:27:59<03:13, 2.03it/s]
1136
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10291/10682 [1:28:00<03:13, 2.03it/s]
1137
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10292/10682 [1:28:00<03:12, 2.03it/s]
1138
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10293/10682 [1:28:01<03:11, 2.03it/s]
1139
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10294/10682 [1:28:01<03:11, 2.02it/s]
1140
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10295/10682 [1:28:01<03:10, 2.03it/s]
1141
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10296/10682 [1:28:02<03:10, 2.03it/s]
1142
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10297/10682 [1:28:02<03:09, 2.03it/s]
1143
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10298/10682 [1:28:03<03:09, 2.03it/s]
1144
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10299/10682 [1:28:03<03:09, 2.03it/s]
1145
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10300/10682 [1:28:04<03:08, 2.03it/s]
1146
 
1147
+
1148
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10300/10682 [1:28:04<03:08, 2.03it/s]
1149
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10301/10682 [1:28:04<03:08, 2.02it/s]
1150
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10302/10682 [1:28:05<03:08, 2.02it/s]
1151
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10303/10682 [1:28:05<03:07, 2.02it/s]
1152
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10304/10682 [1:28:06<03:06, 2.02it/s]
1153
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10305/10682 [1:28:06<03:06, 2.03it/s]
1154
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10306/10682 [1:28:07<03:05, 2.03it/s]
1155
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10307/10682 [1:28:07<03:05, 2.03it/s]
1156
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10308/10682 [1:28:08<03:04, 2.03it/s]
1157
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10309/10682 [1:28:08<03:04, 2.03it/s]
1158
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10310/10682 [1:28:09<03:03, 2.03it/s]
1159
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10311/10682 [1:28:09<03:03, 2.03it/s]
1160
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10312/10682 [1:28:10<03:02, 2.03it/s]
1161
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10313/10682 [1:28:10<03:02, 2.03it/s]
1162
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10314/10682 [1:28:11<03:01, 2.03it/s]
1163
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10315/10682 [1:28:11<03:01, 2.03it/s]
1164
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10316/10682 [1:28:12<03:00, 2.02it/s]
1165
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10317/10682 [1:28:12<03:00, 2.03it/s]
1166
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10318/10682 [1:28:13<02:59, 2.03it/s]
1167
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10319/10682 [1:28:13<02:59, 2.03it/s]
1168
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10320/10682 [1:28:14<02:58, 2.03it/s]
1169
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10321/10682 [1:28:14<02:59, 2.01it/s]
1170
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10322/10682 [1:28:15<02:58, 2.02it/s]
1171
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10323/10682 [1:28:15<02:57, 2.02it/s]
1172
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10324/10682 [1:28:16<02:57, 2.02it/s]
1173
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10325/10682 [1:28:16<02:56, 2.03it/s]
1174
  {'loss': 2.8013, 'grad_norm': 0.2537311613559723, 'learning_rate': 3.3991130994299734e-06, 'epoch': 13.52}
1175
+
1176
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10325/10682 [1:28:16<02:56, 2.03it/s]
1177
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10326/10682 [1:28:17<02:56, 2.02it/s]
1178
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10327/10682 [1:28:17<02:55, 2.02it/s]
1179
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10328/10682 [1:28:18<02:54, 2.03it/s]
1180
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10329/10682 [1:28:18<02:54, 2.02it/s]
1181
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10330/10682 [1:28:19<02:53, 2.02it/s]
1182
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10331/10682 [1:28:19<02:53, 2.02it/s]
1183
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10332/10682 [1:28:20<02:52, 2.03it/s]
1184
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10333/10682 [1:28:20<02:52, 2.02it/s]
1185
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10334/10682 [1:28:21<02:51, 2.03it/s]
1186
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10335/10682 [1:28:21<02:51, 2.02it/s]
1187
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10336/10682 [1:28:22<02:50, 2.02it/s]
1188
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10337/10682 [1:28:22<02:50, 2.02it/s]
1189
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10338/10682 [1:28:23<02:49, 2.02it/s]
1190
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10339/10682 [1:28:23<02:49, 2.02it/s]
1191
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10340/10682 [1:28:24<02:48, 2.03it/s]
1192
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10341/10682 [1:28:24<02:48, 2.02it/s]
1193
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10342/10682 [1:28:25<02:47, 2.03it/s]
1194
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10343/10682 [1:28:25<02:47, 2.03it/s]
1195
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10344/10682 [1:28:26<02:46, 2.03it/s]
1196
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10345/10682 [1:28:26<02:46, 2.03it/s]
1197
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10346/10682 [1:28:27<02:45, 2.03it/s]
1198
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10347/10682 [1:28:27<02:45, 2.03it/s]
1199
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10348/10682 [1:28:28<02:44, 2.03it/s]
1200
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10349/10682 [1:28:28<02:44, 2.03it/s]
1201
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10350/10682 [1:28:29<02:43, 2.03it/s]{'loss': 2.8039, 'grad_norm': 0.24740473926067352, 'learning_rate': 2.940166632433183e-06, 'epoch': 13.56}
1202
+
1203
 
1204
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10350/10682 [1:28:29<02:43, 2.03it/s]
1205
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10351/10682 [1:28:29<02:43, 2.03it/s]
1206
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10352/10682 [1:28:30<02:42, 2.03it/s]
1207
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10353/10682 [1:28:30<02:42, 2.03it/s]
1208
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10354/10682 [1:28:31<02:41, 2.03it/s]
1209
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10355/10682 [1:28:31<02:41, 2.03it/s]
1210
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10356/10682 [1:28:32<02:40, 2.03it/s]
1211
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10357/10682 [1:28:32<02:40, 2.03it/s]
1212
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10358/10682 [1:28:33<02:39, 2.03it/s]
1213
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10359/10682 [1:28:33<02:39, 2.03it/s]
1214
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10360/10682 [1:28:34<02:38, 2.03it/s]
1215
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10361/10682 [1:28:34<02:38, 2.03it/s]
1216
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10362/10682 [1:28:35<02:37, 2.03it/s]
1217
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10363/10682 [1:28:35<02:37, 2.03it/s]
1218
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10364/10682 [1:28:36<02:36, 2.03it/s]
1219
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10365/10682 [1:28:36<02:36, 2.02it/s]
1220
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10366/10682 [1:28:37<02:35, 2.03it/s]
1221
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10367/10682 [1:28:37<02:35, 2.02it/s]
1222
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10368/10682 [1:28:38<02:34, 2.03it/s]
1223
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10369/10682 [1:28:38<02:34, 2.03it/s]
1224
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10370/10682 [1:28:39<02:34, 2.02it/s]
1225
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10371/10682 [1:28:39<02:33, 2.03it/s]
1226
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10372/10682 [1:28:40<02:33, 2.03it/s]
1227
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10373/10682 [1:28:40<02:32, 2.03it/s]
1228
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10374/10682 [1:28:40<02:31, 2.03it/s]
1229
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10375/10682 [1:28:41<02:31, 2.03it/s]{'loss': 2.7982, 'grad_norm': 0.25136321783065796, 'learning_rate': 2.5143995351817882e-06, 'epoch': 13.59}
1230
+
1231
 
1232
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10375/10682 [1:28:41<02:31, 2.03it/s]
1233
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10376/10682 [1:28:41<02:31, 2.02it/s]
1234
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10377/10682 [1:28:42<02:30, 2.02it/s]
1235
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10378/10682 [1:28:42<02:30, 2.02it/s]
1236
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10379/10682 [1:28:43<02:29, 2.02it/s]
1237
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10380/10682 [1:28:43<02:29, 2.02it/s]
1238
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10381/10682 [1:28:44<02:28, 2.03it/s]
1239
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10382/10682 [1:28:44<02:28, 2.03it/s]
1240
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10383/10682 [1:28:45<02:27, 2.03it/s]
1241
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10384/10682 [1:28:45<02:26, 2.03it/s]
1242
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10385/10682 [1:28:46<02:26, 2.03it/s]
1243
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10386/10682 [1:28:46<02:25, 2.03it/s]
1244
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10387/10682 [1:28:47<02:25, 2.03it/s]
1245
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10388/10682 [1:28:47<02:24, 2.03it/s]
1246
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10389/10682 [1:28:48<02:24, 2.03it/s]
1247
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10390/10682 [1:28:48<02:24, 2.03it/s]
1248
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10391/10682 [1:28:49<02:23, 2.03it/s]
1249
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10392/10682 [1:28:49<02:23, 2.03it/s]
1250
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10393/10682 [1:28:50<02:22, 2.03it/s]
1251
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10394/10682 [1:28:50<02:22, 2.03it/s]
1252
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10395/10682 [1:28:51<02:21, 2.03it/s]
1253
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10396/10682 [1:28:51<02:20, 2.03it/s]
1254
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10397/10682 [1:28:52<02:20, 2.03it/s]
1255
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10398/10682 [1:28:52<02:19, 2.03it/s]
1256
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10399/10682 [1:28:53<02:19, 2.03it/s]
1257
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10400/10682 [1:28:53<02:19, 2.03it/s]{'loss': 2.7831, 'grad_norm': 0.24997153878211975, 'learning_rate': 2.1218402281655835e-06, 'epoch': 13.62}
1258
 
1259
+
1260
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10400/10682 [1:28:53<02:19, 2.03it/s]
1261
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10401/10682 [1:28:54<02:18, 2.02it/s]
1262
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10402/10682 [1:28:54<02:18, 2.03it/s]
1263
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10403/10682 [1:28:55<02:17, 2.03it/s]
1264
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10404/10682 [1:28:55<02:17, 2.03it/s]
1265
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10405/10682 [1:28:56<02:16, 2.03it/s]
1266
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10406/10682 [1:28:56<02:16, 2.03it/s]
1267
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10407/10682 [1:28:57<02:15, 2.03it/s]
1268
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10408/10682 [1:28:57<02:15, 2.03it/s]
1269
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10409/10682 [1:28:58<02:14, 2.03it/s]
1270
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10410/10682 [1:28:58<02:13, 2.03it/s]
1271
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10411/10682 [1:28:59<02:13, 2.03it/s]
1272
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10412/10682 [1:28:59<02:12, 2.03it/s]
1273
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10413/10682 [1:29:00<02:12, 2.03it/s]
1274
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10414/10682 [1:29:00<02:11, 2.03it/s]
1275
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10415/10682 [1:29:01<02:11, 2.03it/s]
1276
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10416/10682 [1:29:01<02:10, 2.03it/s]
1277
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10417/10682 [1:29:02<02:10, 2.03it/s]
1278
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10418/10682 [1:29:02<02:09, 2.03it/s]
1279
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10419/10682 [1:29:03<02:09, 2.03it/s]
1280
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10420/10682 [1:29:03<02:08, 2.03it/s]
1281
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10421/10682 [1:29:04<02:08, 2.03it/s]
1282
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10422/10682 [1:29:04<02:07, 2.03it/s]
1283
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10423/10682 [1:29:05<02:07, 2.03it/s]
1284
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10424/10682 [1:29:05<02:06, 2.04it/s]
1285
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10425/10682 [1:29:06<02:06, 2.03it/s]
1286
 
1287
+
1288
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10425/10682 [1:29:06<02:06, 2.03it/s]
1289
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10426/10682 [1:29:06<02:06, 2.03it/s]
1290
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10427/10682 [1:29:07<02:05, 2.03it/s]
1291
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10428/10682 [1:29:07<02:05, 2.03it/s]
1292
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10429/10682 [1:29:08<02:04, 2.03it/s]
1293
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10430/10682 [1:29:08<02:04, 2.03it/s]
1294
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10431/10682 [1:29:09<02:03, 2.03it/s]
1295
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10432/10682 [1:29:09<02:03, 2.03it/s]
1296
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10433/10682 [1:29:10<02:02, 2.03it/s]
1297
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10434/10682 [1:29:10<02:02, 2.03it/s]
1298
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10435/10682 [1:29:11<02:01, 2.03it/s]
1299
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10436/10682 [1:29:11<02:01, 2.03it/s]
1300
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10437/10682 [1:29:12<02:00, 2.03it/s]
1301
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10438/10682 [1:29:12<02:00, 2.03it/s]
1302
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10439/10682 [1:29:13<01:59, 2.03it/s]
1303
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10440/10682 [1:29:13<01:59, 2.03it/s]
1304
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10441/10682 [1:29:14<01:58, 2.03it/s]
1305
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10442/10682 [1:29:14<01:58, 2.03it/s]
1306
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10443/10682 [1:29:14<01:57, 2.03it/s]
1307
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10444/10682 [1:29:15<01:57, 2.03it/s]
1308
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10445/10682 [1:29:15<01:56, 2.03it/s]
1309
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10446/10682 [1:29:16<01:56, 2.03it/s]
1310
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10447/10682 [1:29:16<01:55, 2.03it/s]
1311
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10448/10682 [1:29:17<01:55, 2.03it/s]
1312
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10449/10682 [1:29:17<01:54, 2.03it/s]
1313
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10450/10682 [1:29:18<01:54, 2.03it/s]
1314
 
1315
+
1316
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10450/10682 [1:29:18<01:54, 2.03it/s]
1317
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10451/10682 [1:29:18<01:54, 2.02it/s]
1318
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10452/10682 [1:29:19<01:53, 2.02it/s]
1319
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10453/10682 [1:29:19<01:53, 2.03it/s]
1320
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10454/10682 [1:29:20<01:52, 2.03it/s]
1321
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10455/10682 [1:29:20<01:51, 2.03it/s]
1322
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10456/10682 [1:29:21<01:51, 2.03it/s]
1323
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10457/10682 [1:29:21<01:50, 2.03it/s]
1324
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10458/10682 [1:29:22<01:50, 2.03it/s]
1325
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10459/10682 [1:29:22<01:49, 2.03it/s]
1326
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10460/10682 [1:29:23<01:49, 2.03it/s]
1327
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10461/10682 [1:29:23<01:48, 2.03it/s]
1328
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10462/10682 [1:29:24<01:48, 2.03it/s]
1329
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10463/10682 [1:29:24<01:47, 2.03it/s]
1330
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10464/10682 [1:29:25<01:47, 2.03it/s]
1331
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10465/10682 [1:29:25<01:46, 2.03it/s]
1332
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10466/10682 [1:29:26<01:46, 2.03it/s]
1333
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10467/10682 [1:29:26<01:45, 2.03it/s]
1334
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10468/10682 [1:29:27<01:45, 2.03it/s]
1335
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10469/10682 [1:29:27<01:44, 2.03it/s]
1336
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10470/10682 [1:29:28<01:44, 2.03it/s]
1337
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10471/10682 [1:29:28<01:43, 2.03it/s]
1338
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10472/10682 [1:29:29<01:43, 2.03it/s]
1339
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10473/10682 [1:29:29<01:42, 2.03it/s]
1340
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10474/10682 [1:29:30<01:42, 2.03it/s]
1341
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10475/10682 [1:29:30<01:42, 2.03it/s]
1342
 
1343
+
1344
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10475/10682 [1:29:30<01:42, 2.03it/s]
1345
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10476/10682 [1:29:31<01:41, 2.03it/s]
1346
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10477/10682 [1:29:31<01:41, 2.03it/s]
1347
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10478/10682 [1:29:32<01:40, 2.03it/s]
1348
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10479/10682 [1:29:32<01:40, 2.03it/s]
1349
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10480/10682 [1:29:33<01:39, 2.03it/s]
1350
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10481/10682 [1:29:33<01:38, 2.03it/s]
1351
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10482/10682 [1:29:34<01:38, 2.03it/s]
1352
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10483/10682 [1:29:34<01:38, 2.03it/s]
1353
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10484/10682 [1:29:35<01:37, 2.03it/s]
1354
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10485/10682 [1:29:35<01:37, 2.03it/s]
1355
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10486/10682 [1:29:36<01:36, 2.03it/s]
1356
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10487/10682 [1:29:36<01:36, 2.03it/s]
1357
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10488/10682 [1:29:37<01:35, 2.03it/s]
1358
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10489/10682 [1:29:37<01:35, 2.03it/s]
1359
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10490/10682 [1:29:38<01:34, 2.03it/s]
1360
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10491/10682 [1:29:38<01:34, 2.03it/s]
1361
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10492/10682 [1:29:39<01:33, 2.03it/s]
1362
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10493/10682 [1:29:39<01:33, 2.03it/s]
1363
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10494/10682 [1:29:40<01:32, 2.03it/s]
1364
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10495/10682 [1:29:40<01:31, 2.03it/s]
1365
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10496/10682 [1:29:41<01:31, 2.03it/s]
1366
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10497/10682 [1:29:41<01:31, 2.03it/s]
1367
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10498/10682 [1:29:42<01:30, 2.03it/s]
1368
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10499/10682 [1:29:42<01:30, 2.03it/s]
1369
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10500/10682 [1:29:43<01:29, 2.03it/s]{'loss': 2.8054, 'grad_norm': 0.24958878755569458, 'learning_rate': 8.841716933915555e-07, 'epoch': 13.75}
1370
 
1371
+
1372
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10500/10682 [1:29:43<01:29, 2.03it/s]
1373
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10501/10682 [1:29:43<01:29, 2.03it/s]
1374
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10502/10682 [1:29:44<01:28, 2.03it/s]
1375
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10503/10682 [1:29:44<01:28, 2.03it/s]
1376
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10504/10682 [1:29:45<01:27, 2.03it/s]
1377
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10505/10682 [1:29:45<01:27, 2.03it/s]
1378
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10506/10682 [1:29:46<01:26, 2.03it/s]
1379
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10507/10682 [1:29:46<01:26, 2.03it/s]
1380
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10508/10682 [1:29:47<01:25, 2.03it/s]
1381
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10509/10682 [1:29:47<01:25, 2.03it/s]
1382
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10510/10682 [1:29:48<01:24, 2.03it/s]
1383
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10511/10682 [1:29:48<01:24, 2.03it/s]
1384
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10512/10682 [1:29:48<01:23, 2.03it/s]
1385
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10513/10682 [1:29:49<01:23, 2.03it/s]
1386
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10514/10682 [1:29:49<01:22, 2.03it/s]
1387
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10515/10682 [1:29:50<01:22, 2.03it/s]
1388
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10516/10682 [1:29:50<01:21, 2.03it/s]
1389
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10517/10682 [1:29:51<01:21, 2.03it/s]
1390
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10518/10682 [1:29:51<01:20, 2.03it/s]
1391
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10519/10682 [1:29:52<01:20, 2.03it/s]
1392
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10520/10682 [1:29:52<01:19, 2.03it/s]
1393
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10521/10682 [1:29:53<01:19, 2.03it/s]
1394
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10522/10682 [1:29:53<01:18, 2.03it/s]
1395
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10523/10682 [1:29:54<01:18, 2.03it/s]
1396
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10524/10682 [1:29:54<01:17, 2.03it/s]
1397
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10525/10682 [1:29:55<01:17, 2.03it/s]
1398
 
1399
+
1400
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10525/10682 [1:29:55<01:17, 2.03it/s]
1401
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10526/10682 [1:29:55<01:17, 2.03it/s]
1402
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10527/10682 [1:29:56<01:16, 2.03it/s]
1403
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10528/10682 [1:29:56<01:15, 2.03it/s]
1404
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10529/10682 [1:29:57<01:15, 2.03it/s]
1405
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10530/10682 [1:29:57<01:14, 2.03it/s]
1406
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10531/10682 [1:29:58<01:14, 2.03it/s]
1407
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10532/10682 [1:29:58<01:13, 2.03it/s]
1408
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10533/10682 [1:29:59<01:13, 2.03it/s]
1409
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10534/10682 [1:29:59<01:12, 2.03it/s]
1410
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10535/10682 [1:30:00<01:12, 2.03it/s]
1411
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10536/10682 [1:30:00<01:11, 2.03it/s]
1412
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10537/10682 [1:30:01<01:11, 2.03it/s]
1413
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10538/10682 [1:30:01<01:10, 2.03it/s]
1414
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10539/10682 [1:30:02<01:10, 2.03it/s]
1415
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10540/10682 [1:30:02<01:10, 2.03it/s]
1416
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10541/10682 [1:30:03<01:09, 2.02it/s]
1417
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10542/10682 [1:30:03<01:09, 2.03it/s]
1418
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10543/10682 [1:30:04<01:08, 2.03it/s]
1419
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10544/10682 [1:30:04<01:08, 2.03it/s]
1420
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10545/10682 [1:30:05<01:07, 2.03it/s]
1421
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10546/10682 [1:30:05<01:07, 2.03it/s]
1422
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10547/10682 [1:30:06<01:06, 2.03it/s]
1423
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10548/10682 [1:30:06<01:06, 2.03it/s]
1424
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10549/10682 [1:30:07<01:05, 2.02it/s]
1425
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10550/10682 [1:30:07<01:05, 2.03it/s]{'loss': 2.7968, 'grad_norm': 0.25245076417922974, 'learning_rate': 4.651600211027507e-07, 'epoch': 13.82}
1426
+
1427
 
1428
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10550/10682 [1:30:07<01:05, 2.03it/s]
1429
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10551/10682 [1:30:08<01:04, 2.02it/s]
1430
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10552/10682 [1:30:08<01:04, 2.03it/s]
1431
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10553/10682 [1:30:09<01:03, 2.03it/s]
1432
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10554/10682 [1:30:09<01:03, 2.03it/s]
1433
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10555/10682 [1:30:10<01:02, 2.03it/s]
1434
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10556/10682 [1:30:10<01:02, 2.03it/s]
1435
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10557/10682 [1:30:11<01:01, 2.03it/s]
1436
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10558/10682 [1:30:11<01:01, 2.03it/s]
1437
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10559/10682 [1:30:12<01:00, 2.03it/s]
1438
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10560/10682 [1:30:12<01:00, 2.03it/s]
1439
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10561/10682 [1:30:13<00:59, 2.03it/s]
1440
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10562/10682 [1:30:13<00:59, 2.03it/s]
1441
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10563/10682 [1:30:14<00:58, 2.03it/s]
1442
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10564/10682 [1:30:14<00:58, 2.03it/s]
1443
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10565/10682 [1:30:15<00:57, 2.03it/s]
1444
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10566/10682 [1:30:15<00:57, 2.03it/s]
1445
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10567/10682 [1:30:16<00:56, 2.03it/s]
1446
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10568/10682 [1:30:16<00:56, 2.03it/s]
1447
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10569/10682 [1:30:17<00:55, 2.03it/s]
1448
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10570/10682 [1:30:17<00:55, 2.03it/s]
1449
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10571/10682 [1:30:18<00:54, 2.03it/s]
1450
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10572/10682 [1:30:18<00:54, 2.03it/s]
1451
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10573/10682 [1:30:19<00:53, 2.03it/s]
1452
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10574/10682 [1:30:19<00:53, 2.03it/s]
1453
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10575/10682 [1:30:20<00:52, 2.03it/s]
1454
 
1455
+
1456
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10575/10682 [1:30:20<00:52, 2.03it/s]
1457
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10576/10682 [1:30:20<00:52, 2.02it/s]
1458
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10577/10682 [1:30:21<00:51, 2.02it/s]
1459
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10578/10682 [1:30:21<00:51, 2.02it/s]
1460
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10579/10682 [1:30:22<00:50, 2.02it/s]
1461
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10580/10682 [1:30:22<00:50, 2.02it/s]
1462
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10581/10682 [1:30:23<00:49, 2.02it/s]
1463
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10582/10682 [1:30:23<00:49, 2.03it/s]
1464
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10583/10682 [1:30:24<00:48, 2.03it/s]
1465
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10584/10682 [1:30:24<00:48, 2.03it/s]
1466
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10585/10682 [1:30:25<00:47, 2.03it/s]
1467
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10586/10682 [1:30:25<00:47, 2.03it/s]
1468
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10587/10682 [1:30:25<00:46, 2.03it/s]
1469
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10588/10682 [1:30:26<00:46, 2.03it/s]
1470
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10589/10682 [1:30:26<00:45, 2.03it/s]
1471
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10590/10682 [1:30:27<00:45, 2.03it/s]
1472
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10591/10682 [1:30:27<00:44, 2.03it/s]
1473
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10592/10682 [1:30:28<00:44, 2.03it/s]
1474
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10593/10682 [1:30:28<00:43, 2.03it/s]
1475
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10594/10682 [1:30:29<00:43, 2.03it/s]
1476
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10595/10682 [1:30:29<00:42, 2.03it/s]
1477
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10596/10682 [1:30:30<00:42, 2.03it/s]
1478
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10597/10682 [1:30:30<00:41, 2.03it/s]
1479
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10598/10682 [1:30:31<00:41, 2.03it/s]
1480
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10599/10682 [1:30:31<00:40, 2.03it/s]
1481
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10600/10682 [1:30:32<00:40, 2.03it/s]{'loss': 2.8119, 'grad_norm': 0.2522198557853699, 'learning_rate': 1.7952444123359167e-07, 'epoch': 13.88}
1482
+
1483
 
1484
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10600/10682 [1:30:32<00:40, 2.03it/s]
1485
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10601/10682 [1:30:32<00:39, 2.03it/s]
1486
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10602/10682 [1:30:33<00:39, 2.03it/s]
1487
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10603/10682 [1:30:33<00:39, 2.03it/s]
1488
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10604/10682 [1:30:34<00:38, 2.03it/s]
1489
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10605/10682 [1:30:34<00:38, 2.02it/s]
1490
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10606/10682 [1:30:35<00:37, 2.03it/s]
1491
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10607/10682 [1:30:35<00:37, 2.03it/s]
1492
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10608/10682 [1:30:36<00:36, 2.03it/s]
1493
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10609/10682 [1:30:36<00:36, 2.03it/s]
1494
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10610/10682 [1:30:37<00:35, 2.03it/s]
1495
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10611/10682 [1:30:37<00:35, 2.03it/s]
1496
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10612/10682 [1:30:38<00:34, 2.03it/s]
1497
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10613/10682 [1:30:38<00:33, 2.03it/s]
1498
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10614/10682 [1:30:39<00:33, 2.03it/s]
1499
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10615/10682 [1:30:39<00:33, 2.03it/s]
1500
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10616/10682 [1:30:40<00:32, 2.03it/s]
1501
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10617/10682 [1:30:40<00:32, 2.03it/s]
1502
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10618/10682 [1:30:41<00:31, 2.03it/s]
1503
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10619/10682 [1:30:41<00:31, 2.03it/s]
1504
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10620/10682 [1:30:42<00:30, 2.03it/s]
1505
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10621/10682 [1:30:42<00:30, 2.03it/s]
1506
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10622/10682 [1:30:43<00:29, 2.03it/s]
1507
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10623/10682 [1:30:43<00:29, 2.03it/s]
1508
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10624/10682 [1:30:44<00:28, 2.03it/s]
1509
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10625/10682 [1:30:44<00:28, 2.03it/s]{'loss': 2.8038, 'grad_norm': 0.2499060034751892, 'learning_rate': 8.674791042273533e-08, 'epoch': 13.92}
1510
+
1511
 
1512
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10625/10682 [1:30:44<00:28, 2.03it/s]
1513
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10626/10682 [1:30:45<00:27, 2.02it/s]
1514
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10627/10682 [1:30:45<00:27, 2.02it/s]
1515
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10628/10682 [1:30:46<00:26, 2.02it/s]
1516
+
1517
 
1518
 
1519
+
1520
+
1521
 
1522
+ Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.