Tristan commited on
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1 Parent(s): cbfba10

Training in progress, epoch 12

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  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8325/10682 [1:10:33<19:19, 2.03it/s]
559
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8326/10682 [1:10:33<19:21, 2.03it/s]
560
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8327/10682 [1:10:34<19:21, 2.03it/s]
561
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8328/10682 [1:10:34<19:20, 2.03it/s]
562
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8329/10682 [1:10:35<19:18, 2.03it/s]
563
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8330/10682 [1:10:35<19:17, 2.03it/s]
564
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8331/10682 [1:10:36<19:18, 2.03it/s]
565
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8332/10682 [1:10:36<19:16, 2.03it/s]
566
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8333/10682 [1:10:37<19:16, 2.03it/s]
567
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8334/10682 [1:10:37<19:16, 2.03it/s]
568
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8335/10682 [1:10:38<19:15, 2.03it/s]
569
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8336/10682 [1:10:38<19:15, 2.03it/s]
570
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8337/10682 [1:10:39<19:13, 2.03it/s]
571
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8338/10682 [1:10:39<19:13, 2.03it/s]
572
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8339/10682 [1:10:40<19:13, 2.03it/s]
573
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8340/10682 [1:10:40<19:12, 2.03it/s]
574
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8341/10682 [1:10:41<19:11, 2.03it/s]
575
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8342/10682 [1:10:41<19:12, 2.03it/s]
576
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8343/10682 [1:10:42<19:13, 2.03it/s]
577
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8344/10682 [1:10:42<19:12, 2.03it/s]
578
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8345/10682 [1:10:43<19:10, 2.03it/s]
579
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8346/10682 [1:10:43<19:09, 2.03it/s]
580
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8347/10682 [1:10:44<19:10, 2.03it/s]
581
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8348/10682 [1:10:44<19:09, 2.03it/s]
582
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8349/10682 [1:10:45<19:07, 2.03it/s]
583
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8350/10682 [1:10:45<19:07, 2.03it/s]{'loss': 2.9119, 'grad_norm': 0.256185919046402, 'learning_rate': 0.00013831071326327282, 'epoch': 10.94}
584
 
585
 
586
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8350/10682 [1:10:45<19:07, 2.03it/s]
587
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8351/10682 [1:10:46<19:08, 2.03it/s]
588
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8352/10682 [1:10:46<19:09, 2.03it/s]
589
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8353/10682 [1:10:47<19:07, 2.03it/s]
590
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8354/10682 [1:10:47<19:08, 2.03it/s]
591
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8355/10682 [1:10:48<19:07, 2.03it/s]
592
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8356/10682 [1:10:48<19:06, 2.03it/s]
593
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8357/10682 [1:10:49<19:06, 2.03it/s]
594
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8358/10682 [1:10:49<19:04, 2.03it/s]
595
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8359/10682 [1:10:50<19:04, 2.03it/s]
596
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8360/10682 [1:10:50<19:03, 2.03it/s]
597
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8361/10682 [1:10:51<19:02, 2.03it/s]
598
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8362/10682 [1:10:51<19:03, 2.03it/s]
599
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8363/10682 [1:10:52<19:01, 2.03it/s]
600
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8364/10682 [1:10:52<19:00, 2.03it/s]
601
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8365/10682 [1:10:53<19:00, 2.03it/s]
602
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8366/10682 [1:10:53<18:59, 2.03it/s]
603
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8367/10682 [1:10:54<18:58, 2.03it/s]
604
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8368/10682 [1:10:54<18:58, 2.03it/s]
605
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8369/10682 [1:10:55<18:57, 2.03it/s]
606
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8370/10682 [1:10:55<18:59, 2.03it/s]
607
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8371/10682 [1:10:56<18:57, 2.03it/s]
608
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8372/10682 [1:10:56<18:58, 2.03it/s]
609
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8373/10682 [1:10:57<18:57, 2.03it/s]
610
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8374/10682 [1:10:57<18:56, 2.03it/s]
611
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8375/10682 [1:10:58<18:57, 2.03it/s]{'loss': 2.9219, 'grad_norm': 0.2577957808971405, 'learning_rate': 0.0001355022636953933, 'epoch': 10.98}
612
 
613
 
614
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8375/10682 [1:10:58<18:57, 2.03it/s]
615
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8376/10682 [1:10:58<18:57, 2.03it/s]
616
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8377/10682 [1:10:59<18:58, 2.03it/s]
617
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8378/10682 [1:10:59<18:57, 2.03it/s]
618
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8379/10682 [1:11:00<18:56, 2.03it/s]
619
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8380/10682 [1:11:00<18:55, 2.03it/s]
620
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8381/10682 [1:11:01<18:54, 2.03it/s]
621
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8382/10682 [1:11:01<18:54, 2.03it/s]
622
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8383/10682 [1:11:02<18:53, 2.03it/s]
623
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8384/10682 [1:11:02<18:52, 2.03it/s]
624
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8385/10682 [1:11:03<18:51, 2.03it/s]
625
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8386/10682 [1:11:03<18:51, 2.03it/s]
626
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8387/10682 [1:11:04<18:51, 2.03it/s]
627
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8388/10682 [1:11:04<18:49, 2.03it/s]
628
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8389/10682 [1:11:05<18:48, 2.03it/s]
629
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8390/10682 [1:11:05<18:48, 2.03it/s]
630
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8391/10682 [1:11:06<18:47, 2.03it/s]
631
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8392/10682 [1:11:06<18:49, 2.03it/s]
632
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8393/10682 [1:11:06<18:36, 2.05it/s]
633
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8394/10682 [1:11:21<3:01:51, 4.77s/it]
634
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8395/10682 [1:11:22<2:12:51, 3.49s/it]
635
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8396/10682 [1:11:22<1:38:43, 2.59s/it]
636
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8397/10682 [1:11:23<1:14:42, 1.96s/it]
637
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8398/10682 [1:11:23<57:59, 1.52s/it]
638
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8399/10682 [1:11:24<46:11, 1.21s/it]
639
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8400/10682 [1:11:24<37:57, 1.00it/s]
640
 
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-
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  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8400/10682 [1:11:24<37:57, 1.00it/s]
643
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8401/10682 [1:11:25<32:22, 1.17it/s]
644
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8402/10682 [1:11:25<28:16, 1.34it/s]
645
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8403/10682 [1:11:26<25:23, 1.50it/s]
646
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8404/10682 [1:11:26<23:24, 1.62it/s]
647
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8405/10682 [1:11:27<21:59, 1.73it/s]
648
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8406/10682 [1:11:27<20:58, 1.81it/s]
649
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8407/10682 [1:11:28<20:16, 1.87it/s]
650
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8408/10682 [1:11:28<19:46, 1.92it/s]
651
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8409/10682 [1:11:29<19:26, 1.95it/s]
652
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8410/10682 [1:11:29<19:11, 1.97it/s]
653
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8411/10682 [1:11:30<19:04, 1.98it/s]
654
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8412/10682 [1:11:30<18:54, 2.00it/s]
655
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8413/10682 [1:11:31<18:48, 2.01it/s]
656
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8414/10682 [1:11:31<18:46, 2.01it/s]
657
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8415/10682 [1:11:32<18:43, 2.02it/s]
658
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8416/10682 [1:11:32<18:41, 2.02it/s]
659
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8417/10682 [1:11:33<18:38, 2.02it/s]
660
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8418/10682 [1:11:33<18:38, 2.02it/s]
 
661
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8400/10682 [1:11:24<37:57, 1.00it/s]
662
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8401/10682 [1:11:25<32:22, 1.17it/s]
663
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8402/10682 [1:11:25<28:16, 1.34it/s]
664
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8403/10682 [1:11:26<25:23, 1.50it/s]
665
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8404/10682 [1:11:26<23:24, 1.62it/s]
666
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8405/10682 [1:11:27<21:59, 1.73it/s]
667
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8406/10682 [1:11:27<20:58, 1.81it/s]
668
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8407/10682 [1:11:28<20:16, 1.87it/s]
669
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8408/10682 [1:11:28<19:46, 1.92it/s]
670
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8409/10682 [1:11:29<19:26, 1.95it/s]
671
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8410/10682 [1:11:29<19:11, 1.97it/s]
672
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8411/10682 [1:11:30<19:04, 1.98it/s]
673
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8412/10682 [1:11:30<18:54, 2.00it/s]
674
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8413/10682 [1:11:31<18:48, 2.01it/s]
675
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8414/10682 [1:11:31<18:46, 2.01it/s]
676
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8415/10682 [1:11:32<18:43, 2.02it/s]
677
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8416/10682 [1:11:32<18:41, 2.02it/s]
678
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8417/10682 [1:11:33<18:38, 2.02it/s]
679
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8418/10682 [1:11:33<18:38, 2.02it/s]
680
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8419/10682 [1:11:34<18:36, 2.03it/s]
681
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8420/10682 [1:11:34<18:36, 2.03it/s]
682
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8421/10682 [1:11:35<18:35, 2.03it/s]
683
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8422/10682 [1:11:35<18:33, 2.03it/s]
684
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8423/10682 [1:11:36<18:33, 2.03it/s]
685
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8424/10682 [1:11:36<18:32, 2.03it/s]
686
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8425/10682 [1:11:37<18:32, 2.03it/s]
687
 
 
688
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8425/10682 [1:11:37<18:32, 2.03it/s]
689
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8426/10682 [1:11:37<18:32, 2.03it/s]
690
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8427/10682 [1:11:38<18:30, 2.03it/s]
691
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8428/10682 [1:11:38<18:30, 2.03it/s]
692
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8429/10682 [1:11:39<18:29, 2.03it/s]
693
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8430/10682 [1:11:39<18:30, 2.03it/s]
694
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8431/10682 [1:11:40<18:29, 2.03it/s]
695
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8432/10682 [1:11:40<18:29, 2.03it/s]
696
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8433/10682 [1:11:40<18:28, 2.03it/s]
697
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8434/10682 [1:11:41<18:27, 2.03it/s]
698
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8435/10682 [1:11:41<18:28, 2.03it/s]
699
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8436/10682 [1:11:42<18:27, 2.03it/s]
700
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8437/10682 [1:11:42<18:27, 2.03it/s]
701
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8438/10682 [1:11:43<18:26, 2.03it/s]
702
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8439/10682 [1:11:43<18:23, 2.03it/s]
703
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8440/10682 [1:11:44<18:24, 2.03it/s]
704
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8441/10682 [1:11:44<18:23, 2.03it/s]
705
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8442/10682 [1:11:45<18:21, 2.03it/s]
706
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8443/10682 [1:11:45<18:22, 2.03it/s]
707
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8444/10682 [1:11:46<18:20, 2.03it/s]
708
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8445/10682 [1:11:46<18:20, 2.03it/s]
709
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8446/10682 [1:11:47<18:20, 2.03it/s]
710
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8447/10682 [1:11:47<18:19, 2.03it/s]
711
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8448/10682 [1:11:48<18:21, 2.03it/s]
712
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8449/10682 [1:11:48<18:21, 2.03it/s]
713
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8450/10682 [1:11:49<18:20, 2.03it/s]
714
 
 
715
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8450/10682 [1:11:49<18:20, 2.03it/s]
716
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8451/10682 [1:11:49<18:21, 2.03it/s]
717
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8452/10682 [1:11:50<18:20, 2.03it/s]
718
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8453/10682 [1:11:50<18:19, 2.03it/s]
719
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8454/10682 [1:11:51<18:18, 2.03it/s]
720
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8455/10682 [1:11:51<18:17, 2.03it/s]
721
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8456/10682 [1:11:52<18:17, 2.03it/s]
722
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8457/10682 [1:11:52<18:15, 2.03it/s]
723
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8458/10682 [1:11:53<18:15, 2.03it/s]
724
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8459/10682 [1:11:53<18:15, 2.03it/s]
725
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8460/10682 [1:11:54<18:15, 2.03it/s]
726
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8461/10682 [1:11:54<18:14, 2.03it/s]
727
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8462/10682 [1:11:55<18:13, 2.03it/s]
728
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8463/10682 [1:11:55<18:13, 2.03it/s]
729
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8464/10682 [1:11:56<18:12, 2.03it/s]
730
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8465/10682 [1:11:56<18:11, 2.03it/s]
731
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8466/10682 [1:11:57<18:12, 2.03it/s]
732
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8467/10682 [1:11:57<18:11, 2.03it/s]
733
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8468/10682 [1:11:58<18:10, 2.03it/s]
734
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8469/10682 [1:11:58<18:10, 2.03it/s]
735
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8470/10682 [1:11:59<18:08, 2.03it/s]
736
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8471/10682 [1:11:59<18:08, 2.03it/s]
737
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8472/10682 [1:12:00<18:06, 2.03it/s]
738
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8473/10682 [1:12:00<18:06, 2.03it/s]
739
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8474/10682 [1:12:01<18:06, 2.03it/s]
740
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8475/10682 [1:12:01<18:05, 2.03it/s]
741
  {'loss': 2.819, 'grad_norm': 0.2613165080547333, 'learning_rate': 0.00012451362249196797, 'epoch': 11.11}
 
742
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8475/10682 [1:12:01<18:05, 2.03it/s]
743
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8476/10682 [1:12:02<18:06, 2.03it/s]
744
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8477/10682 [1:12:02<18:05, 2.03it/s]
745
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8478/10682 [1:12:03<18:05, 2.03it/s]
746
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8479/10682 [1:12:03<18:05, 2.03it/s]
747
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8480/10682 [1:12:04<18:04, 2.03it/s]
748
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8481/10682 [1:12:04<18:04, 2.03it/s]
749
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8482/10682 [1:12:05<18:02, 2.03it/s]
750
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8483/10682 [1:12:05<18:02, 2.03it/s]
751
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8484/10682 [1:12:06<18:01, 2.03it/s]
752
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8485/10682 [1:12:06<18:00, 2.03it/s]
753
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8486/10682 [1:12:07<18:00, 2.03it/s]
754
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8487/10682 [1:12:07<18:00, 2.03it/s]
755
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8488/10682 [1:12:08<18:00, 2.03it/s]
756
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8489/10682 [1:12:08<18:00, 2.03it/s]
757
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8490/10682 [1:12:09<17:59, 2.03it/s]
758
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8491/10682 [1:12:09<18:00, 2.03it/s]
759
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8492/10682 [1:12:10<17:59, 2.03it/s]
760
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8493/10682 [1:12:10<17:59, 2.03it/s]
761
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8494/10682 [1:12:11<17:57, 2.03it/s]
762
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8495/10682 [1:12:11<17:57, 2.03it/s]
763
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8496/10682 [1:12:12<17:56, 2.03it/s]
764
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8497/10682 [1:12:12<17:56, 2.03it/s]
765
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8498/10682 [1:12:13<17:55, 2.03it/s]
766
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8499/10682 [1:12:13<17:55, 2.03it/s]
767
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8500/10682 [1:12:13<17:53, 2.03it/s]
768
 
 
769
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8500/10682 [1:12:13<17:53, 2.03it/s]
770
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8501/10682 [1:12:14<17:56, 2.03it/s]
771
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8502/10682 [1:12:14<17:54, 2.03it/s]
772
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8503/10682 [1:12:15<17:53, 2.03it/s]
773
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8504/10682 [1:12:15<17:54, 2.03it/s]
774
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8505/10682 [1:12:16<17:52, 2.03it/s]
775
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8506/10682 [1:12:16<17:51, 2.03it/s]
776
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8507/10682 [1:12:17<17:51, 2.03it/s]
777
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8508/10682 [1:12:17<17:49, 2.03it/s]
778
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8509/10682 [1:12:18<17:50, 2.03it/s]
779
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8510/10682 [1:12:18<17:48, 2.03it/s]
780
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8511/10682 [1:12:19<17:48, 2.03it/s]
781
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8512/10682 [1:12:19<17:47, 2.03it/s]
782
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8513/10682 [1:12:20<17:47, 2.03it/s]
783
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8514/10682 [1:12:20<17:46, 2.03it/s]
784
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8515/10682 [1:12:21<17:46, 2.03it/s]
785
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8516/10682 [1:12:21<17:46, 2.03it/s]
786
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8517/10682 [1:12:22<17:45, 2.03it/s]
787
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8518/10682 [1:12:22<17:44, 2.03it/s]
788
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8519/10682 [1:12:23<17:44, 2.03it/s]
789
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8520/10682 [1:12:23<17:43, 2.03it/s]
790
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8521/10682 [1:12:24<17:43, 2.03it/s]
791
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8522/10682 [1:12:24<17:43, 2.03it/s]
792
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8523/10682 [1:12:25<17:41, 2.03it/s]
793
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8524/10682 [1:12:25<17:41, 2.03it/s]
794
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8525/10682 [1:12:26<17:41, 2.03it/s]
795
 
 
796
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8525/10682 [1:12:26<17:41, 2.03it/s]
797
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8526/10682 [1:12:26<17:42, 2.03it/s]
798
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8527/10682 [1:12:27<17:42, 2.03it/s]
799
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8528/10682 [1:12:27<17:40, 2.03it/s]
800
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8529/10682 [1:12:28<17:40, 2.03it/s]
801
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8530/10682 [1:12:28<17:39, 2.03it/s]
802
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8531/10682 [1:12:29<17:38, 2.03it/s]
803
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8532/10682 [1:12:29<17:39, 2.03it/s]
804
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8533/10682 [1:12:30<17:37, 2.03it/s]
805
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8534/10682 [1:12:30<17:36, 2.03it/s]
806
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8535/10682 [1:12:31<17:36, 2.03it/s]
807
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8536/10682 [1:12:31<17:36, 2.03it/s]
808
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8537/10682 [1:12:32<17:35, 2.03it/s]
809
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8538/10682 [1:12:32<17:35, 2.03it/s]
810
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8539/10682 [1:12:33<17:34, 2.03it/s]
811
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8540/10682 [1:12:33<17:34, 2.03it/s]
812
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8541/10682 [1:12:34<17:32, 2.03it/s]
813
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8542/10682 [1:12:34<17:32, 2.03it/s]
814
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8543/10682 [1:12:35<17:32, 2.03it/s]
815
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8544/10682 [1:12:35<17:31, 2.03it/s]
816
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8545/10682 [1:12:36<17:32, 2.03it/s]
817
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8546/10682 [1:12:36<17:31, 2.03it/s]
818
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8547/10682 [1:12:37<17:31, 2.03it/s]
819
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8548/10682 [1:12:37<17:31, 2.03it/s]
820
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8549/10682 [1:12:38<17:29, 2.03it/s]
821
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8550/10682 [1:12:38<17:31, 2.03it/s]{'loss': 2.8274, 'grad_norm': 0.271226167678833, 'learning_rate': 0.0001165346678316832, 'epoch': 11.21}
 
822
 
823
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8550/10682 [1:12:38<17:31, 2.03it/s]
824
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8551/10682 [1:12:39<17:32, 2.03it/s]
825
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8552/10682 [1:12:39<17:31, 2.03it/s]
826
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8553/10682 [1:12:40<17:30, 2.03it/s]
827
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8554/10682 [1:12:40<17:30, 2.03it/s]
828
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8555/10682 [1:12:41<17:29, 2.03it/s]
829
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8556/10682 [1:12:41<17:28, 2.03it/s]
830
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8557/10682 [1:12:42<17:27, 2.03it/s]
831
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8558/10682 [1:12:42<17:26, 2.03it/s]
832
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8559/10682 [1:12:43<17:27, 2.03it/s]
833
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8560/10682 [1:12:43<17:25, 2.03it/s]
834
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8561/10682 [1:12:44<17:25, 2.03it/s]
835
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8562/10682 [1:12:44<17:25, 2.03it/s]
836
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8563/10682 [1:12:45<17:23, 2.03it/s]
837
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8564/10682 [1:12:45<17:23, 2.03it/s]
838
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8565/10682 [1:12:46<17:22, 2.03it/s]
839
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8566/10682 [1:12:46<17:21, 2.03it/s]
840
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8567/10682 [1:12:46<17:21, 2.03it/s]
841
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8568/10682 [1:12:47<17:20, 2.03it/s]
842
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8569/10682 [1:12:47<17:20, 2.03it/s]
843
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8570/10682 [1:12:48<17:19, 2.03it/s]
844
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8571/10682 [1:12:48<17:18, 2.03it/s]
845
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8572/10682 [1:12:49<17:18, 2.03it/s]
846
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8573/10682 [1:12:49<17:17, 2.03it/s]
847
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8574/10682 [1:12:50<17:16, 2.03it/s]
848
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8575/10682 [1:12:50<17:16, 2.03it/s]{'loss': 2.8339, 'grad_norm': 0.2710798978805542, 'learning_rate': 0.00011392597484393285, 'epoch': 11.24}
849
 
 
850
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8575/10682 [1:12:50<17:16, 2.03it/s]
851
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8576/10682 [1:12:51<17:16, 2.03it/s]
852
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8577/10682 [1:12:51<17:16, 2.03it/s]
853
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8578/10682 [1:12:52<17:16, 2.03it/s]
854
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8579/10682 [1:12:52<17:15, 2.03it/s]
855
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8580/10682 [1:12:53<17:15, 2.03it/s]
856
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8581/10682 [1:12:53<17:13, 2.03it/s]
857
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8582/10682 [1:12:54<17:13, 2.03it/s]
858
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8583/10682 [1:12:54<17:13, 2.03it/s]
859
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8584/10682 [1:12:55<17:12, 2.03it/s]
860
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8585/10682 [1:12:55<17:13, 2.03it/s]
861
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8586/10682 [1:12:56<17:12, 2.03it/s]
862
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8587/10682 [1:12:56<17:10, 2.03it/s]
863
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8588/10682 [1:12:57<17:11, 2.03it/s]
864
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8589/10682 [1:12:57<17:09, 2.03it/s]
865
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8590/10682 [1:12:58<17:09, 2.03it/s]
866
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8591/10682 [1:12:58<17:10, 2.03it/s]
867
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8592/10682 [1:12:59<17:08, 2.03it/s]
868
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8593/10682 [1:12:59<17:09, 2.03it/s]
869
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8594/10682 [1:13:00<17:08, 2.03it/s]
870
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8595/10682 [1:13:00<17:08, 2.03it/s]
871
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8596/10682 [1:13:01<17:08, 2.03it/s]
872
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8597/10682 [1:13:01<17:06, 2.03it/s]
873
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8598/10682 [1:13:02<17:08, 2.03it/s]
874
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8599/10682 [1:13:02<17:06, 2.03it/s]
875
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8600/10682 [1:13:03<17:04, 2.03it/s]
876
 
 
877
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8600/10682 [1:13:03<17:04, 2.03it/s]
878
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8601/10682 [1:13:03<17:06, 2.03it/s]
879
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8602/10682 [1:13:04<17:05, 2.03it/s]
880
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8603/10682 [1:13:04<17:05, 2.03it/s]
881
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8604/10682 [1:13:05<17:04, 2.03it/s]
882
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8605/10682 [1:13:05<17:04, 2.03it/s]
883
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8606/10682 [1:13:06<17:03, 2.03it/s]
884
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8607/10682 [1:13:06<17:03, 2.03it/s]
885
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8608/10682 [1:13:07<17:02, 2.03it/s]
886
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8609/10682 [1:13:07<17:01, 2.03it/s]
887
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8610/10682 [1:13:08<17:02, 2.03it/s]
888
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8611/10682 [1:13:08<17:01, 2.03it/s]
889
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8612/10682 [1:13:09<17:01, 2.03it/s]
890
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8613/10682 [1:13:09<16:59, 2.03it/s]
891
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8614/10682 [1:13:10<16:59, 2.03it/s]
892
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8615/10682 [1:13:10<16:58, 2.03it/s]
893
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8616/10682 [1:13:11<16:57, 2.03it/s]
894
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8617/10682 [1:13:11<16:58, 2.03it/s]
895
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8618/10682 [1:13:12<16:56, 2.03it/s]
896
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8619/10682 [1:13:12<16:55, 2.03it/s]
897
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8620/10682 [1:13:13<16:55, 2.03it/s]
898
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8621/10682 [1:13:13<16:54, 2.03it/s]
899
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8622/10682 [1:13:14<16:54, 2.03it/s]
900
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8623/10682 [1:13:14<16:54, 2.03it/s]
901
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8624/10682 [1:13:15<16:53, 2.03it/s]
902
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8625/10682 [1:13:15<16:53, 2.03it/s]
903
 
 
904
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8625/10682 [1:13:15<16:53, 2.03it/s]
905
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8626/10682 [1:13:16<16:53, 2.03it/s]
906
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8627/10682 [1:13:16<16:53, 2.03it/s]
907
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8628/10682 [1:13:17<16:52, 2.03it/s]
908
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8629/10682 [1:13:17<16:52, 2.03it/s]
909
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8630/10682 [1:13:18<16:50, 2.03it/s]
910
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8631/10682 [1:13:18<16:50, 2.03it/s]
911
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8632/10682 [1:13:19<16:50, 2.03it/s]
912
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8633/10682 [1:13:19<16:49, 2.03it/s]
913
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8634/10682 [1:13:19<16:48, 2.03it/s]
914
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8635/10682 [1:13:20<16:48, 2.03it/s]
915
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8636/10682 [1:13:20<16:47, 2.03it/s]
916
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8637/10682 [1:13:21<16:47, 2.03it/s]
917
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8638/10682 [1:13:21<16:46, 2.03it/s]
918
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8639/10682 [1:13:22<16:45, 2.03it/s]
919
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8640/10682 [1:13:22<16:45, 2.03it/s]
920
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8641/10682 [1:13:23<16:44, 2.03it/s]
921
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8642/10682 [1:13:23<16:44, 2.03it/s]
922
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8643/10682 [1:13:24<16:43, 2.03it/s]
923
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8644/10682 [1:13:24<16:43, 2.03it/s]
924
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8645/10682 [1:13:25<16:44, 2.03it/s]
925
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8646/10682 [1:13:25<16:43, 2.03it/s]
926
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8647/10682 [1:13:26<16:44, 2.03it/s]
927
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8648/10682 [1:13:26<16:43, 2.03it/s]
928
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8649/10682 [1:13:27<16:42, 2.03it/s]
929
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8650/10682 [1:13:27<16:42, 2.03it/s]
930
  {'loss': 2.8442, 'grad_norm': 0.2641572654247284, 'learning_rate': 0.00010625520936593375, 'epoch': 11.34}
 
931
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8650/10682 [1:13:27<16:42, 2.03it/s]
932
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8651/10682 [1:13:28<16:42, 2.03it/s]
933
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8652/10682 [1:13:28<16:41, 2.03it/s]
934
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8653/10682 [1:13:29<16:41, 2.03it/s]
935
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8654/10682 [1:13:29<16:40, 2.03it/s]
936
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8655/10682 [1:13:30<16:39, 2.03it/s]
937
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8656/10682 [1:13:30<16:38, 2.03it/s]
938
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8657/10682 [1:13:31<16:37, 2.03it/s]
939
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8658/10682 [1:13:31<16:36, 2.03it/s]
940
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8659/10682 [1:13:32<16:35, 2.03it/s]
941
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8660/10682 [1:13:32<16:35, 2.03it/s]
942
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8661/10682 [1:13:33<16:35, 2.03it/s]
943
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8662/10682 [1:13:33<16:34, 2.03it/s]
944
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8663/10682 [1:13:34<16:33, 2.03it/s]
945
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8664/10682 [1:13:34<16:33, 2.03it/s]
946
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8665/10682 [1:13:35<16:33, 2.03it/s]
947
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8666/10682 [1:13:35<16:33, 2.03it/s]
948
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8667/10682 [1:13:36<16:32, 2.03it/s]
949
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8668/10682 [1:13:36<16:31, 2.03it/s]
950
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8669/10682 [1:13:37<16:31, 2.03it/s]
951
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8670/10682 [1:13:37<16:31, 2.03it/s]
952
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8671/10682 [1:13:38<16:31, 2.03it/s]
953
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8672/10682 [1:13:38<16:30, 2.03it/s]
954
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8673/10682 [1:13:39<16:28, 2.03it/s]
955
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8674/10682 [1:13:39<16:29, 2.03it/s]
956
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8675/10682 [1:13:40<16:28, 2.03it/s]{'loss': 2.8423, 'grad_norm': 0.2601149380207062, 'learning_rate': 0.0001037506276287885, 'epoch': 11.37}
 
957
 
958
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8675/10682 [1:13:40<16:28, 2.03it/s]
959
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8676/10682 [1:13:40<16:29, 2.03it/s]
960
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8677/10682 [1:13:41<16:28, 2.03it/s]
961
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8678/10682 [1:13:41<16:28, 2.03it/s]
962
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8679/10682 [1:13:42<16:27, 2.03it/s]
963
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8680/10682 [1:13:42<16:26, 2.03it/s]
964
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8681/10682 [1:13:43<16:26, 2.03it/s]
965
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8682/10682 [1:13:43<16:24, 2.03it/s]
966
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8683/10682 [1:13:44<16:24, 2.03it/s]
967
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8684/10682 [1:13:44<16:23, 2.03it/s]
968
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8685/10682 [1:13:45<16:23, 2.03it/s]
969
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8686/10682 [1:13:45<16:23, 2.03it/s]
970
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8687/10682 [1:13:46<16:21, 2.03it/s]
971
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8688/10682 [1:13:46<16:21, 2.03it/s]
972
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8689/10682 [1:13:47<16:21, 2.03it/s]
973
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8690/10682 [1:13:47<16:19, 2.03it/s]
974
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8691/10682 [1:13:48<16:19, 2.03it/s]
975
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8692/10682 [1:13:48<16:18, 2.03it/s]
976
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8693/10682 [1:13:49<16:18, 2.03it/s]
977
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8694/10682 [1:13:49<16:18, 2.03it/s]
978
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8695/10682 [1:13:50<16:17, 2.03it/s]
979
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8696/10682 [1:13:50<16:18, 2.03it/s]
980
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8697/10682 [1:13:51<16:17, 2.03it/s]
981
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8698/10682 [1:13:51<16:16, 2.03it/s]
982
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8699/10682 [1:13:52<16:16, 2.03it/s]
983
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8700/10682 [1:13:52<16:15, 2.03it/s]{'loss': 2.8562, 'grad_norm': 0.2651384770870209, 'learning_rate': 0.0001012724960361826, 'epoch': 11.4}
 
984
 
985
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8700/10682 [1:13:52<16:15, 2.03it/s]
986
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8701/10682 [1:13:53<16:16, 2.03it/s]
987
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8702/10682 [1:13:53<16:14, 2.03it/s]
988
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8703/10682 [1:13:53<16:14, 2.03it/s]
989
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8704/10682 [1:13:54<16:14, 2.03it/s]
990
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8705/10682 [1:13:54<16:13, 2.03it/s]
991
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8706/10682 [1:13:55<16:13, 2.03it/s]
992
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8707/10682 [1:13:55<16:12, 2.03it/s]
993
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8708/10682 [1:13:56<16:10, 2.03it/s]
994
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8709/10682 [1:13:56<16:11, 2.03it/s]
995
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8710/10682 [1:13:57<16:10, 2.03it/s]
996
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8711/10682 [1:13:57<16:10, 2.03it/s]
997
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8712/10682 [1:13:58<16:09, 2.03it/s]
998
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8713/10682 [1:13:58<16:09, 2.03it/s]
999
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8714/10682 [1:13:59<16:09, 2.03it/s]
1000
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8715/10682 [1:13:59<16:08, 2.03it/s]
1001
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8716/10682 [1:14:00<16:08, 2.03it/s]
1002
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8717/10682 [1:14:00<16:08, 2.03it/s]
1003
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8718/10682 [1:14:01<16:06, 2.03it/s]
1004
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8719/10682 [1:14:01<16:06, 2.03it/s]
1005
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8720/10682 [1:14:02<16:05, 2.03it/s]
1006
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8721/10682 [1:14:02<16:04, 2.03it/s]
1007
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8722/10682 [1:14:03<16:05, 2.03it/s]
1008
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8723/10682 [1:14:03<16:04, 2.03it/s]
1009
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8724/10682 [1:14:04<16:04, 2.03it/s]
1010
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8725/10682 [1:14:04<16:03, 2.03it/s]{'loss': 2.8428, 'grad_norm': 0.26036229729652405, 'learning_rate': 9.882098000652034e-05, 'epoch': 11.44}
 
1011
 
1012
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8725/10682 [1:14:04<16:03, 2.03it/s]
1013
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8726/10682 [1:14:05<16:04, 2.03it/s]
1014
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8727/10682 [1:14:05<16:03, 2.03it/s]
1015
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8728/10682 [1:14:06<16:02, 2.03it/s]
1016
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8729/10682 [1:14:06<16:03, 2.03it/s]
1017
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8730/10682 [1:14:07<16:02, 2.03it/s]
1018
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8731/10682 [1:14:07<16:01, 2.03it/s]
1019
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8732/10682 [1:14:08<16:01, 2.03it/s]
1020
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8733/10682 [1:14:08<16:00, 2.03it/s]
1021
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8734/10682 [1:14:09<16:00, 2.03it/s]
1022
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8735/10682 [1:14:09<15:59, 2.03it/s]
1023
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8736/10682 [1:14:10<15:59, 2.03it/s]
1024
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8737/10682 [1:14:10<15:58, 2.03it/s]
1025
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8738/10682 [1:14:11<15:57, 2.03it/s]
1026
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8739/10682 [1:14:11<15:57, 2.03it/s]
1027
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8740/10682 [1:14:12<15:56, 2.03it/s]
1028
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8741/10682 [1:14:12<15:55, 2.03it/s]
1029
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8742/10682 [1:14:13<15:55, 2.03it/s]
1030
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8743/10682 [1:14:13<15:55, 2.03it/s]
1031
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8744/10682 [1:14:14<15:55, 2.03it/s]
1032
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8745/10682 [1:14:14<15:53, 2.03it/s]
1033
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8746/10682 [1:14:15<15:53, 2.03it/s]
1034
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8747/10682 [1:14:15<15:53, 2.03it/s]
1035
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8748/10682 [1:14:16<15:52, 2.03it/s]
1036
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8749/10682 [1:14:16<15:52, 2.03it/s]
1037
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8750/10682 [1:14:17<15:51, 2.03it/s]{'loss': 2.8425, 'grad_norm': 0.2622228264808655, 'learning_rate': 9.639624318158335e-05, 'epoch': 11.47}
 
1038
 
1039
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8750/10682 [1:14:17<15:51, 2.03it/s]
1040
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½ | 8751/10682 [1:14:17<15:52, 2.03it/s]
1041
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8752/10682 [1:14:18<15:51, 2.03it/s]
1042
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8753/10682 [1:14:18<15:50, 2.03it/s]
1043
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8754/10682 [1:14:19<15:49, 2.03it/s]
1044
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8755/10682 [1:14:19<15:48, 2.03it/s]
1045
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8756/10682 [1:14:20<15:48, 2.03it/s]
1046
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8757/10682 [1:14:20<15:47, 2.03it/s]
1047
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8758/10682 [1:14:21<15:46, 2.03it/s]
1048
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8759/10682 [1:14:21<15:45, 2.03it/s]
1049
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8760/10682 [1:14:22<15:45, 2.03it/s]
1050
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8761/10682 [1:14:22<15:44, 2.03it/s]
1051
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8762/10682 [1:14:23<15:45, 2.03it/s]
1052
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8763/10682 [1:14:23<15:44, 2.03it/s]
1053
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8764/10682 [1:14:24<15:44, 2.03it/s]
1054
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8765/10682 [1:14:24<15:44, 2.03it/s]
1055
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8766/10682 [1:14:25<15:43, 2.03it/s]
1056
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8767/10682 [1:14:25<15:43, 2.03it/s]
1057
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8768/10682 [1:14:25<15:42, 2.03it/s]
1058
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8769/10682 [1:14:26<15:40, 2.03it/s]
1059
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8770/10682 [1:14:26<15:41, 2.03it/s]
1060
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8771/10682 [1:14:27<15:40, 2.03it/s]
1061
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8772/10682 [1:14:27<15:40, 2.03it/s]
1062
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8773/10682 [1:14:28<15:40, 2.03it/s]
1063
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8774/10682 [1:14:28<15:38, 2.03it/s]
1064
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8775/10682 [1:14:29<15:39, 2.03it/s]{'loss': 2.8524, 'grad_norm': 0.26476430892944336, 'learning_rate': 9.399844741560781e-05, 'epoch': 11.5}
1065
 
 
1066
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8775/10682 [1:14:29<15:39, 2.03it/s]
1067
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8776/10682 [1:14:29<15:40, 2.03it/s]
1068
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8777/10682 [1:14:30<15:41, 2.02it/s]
1069
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8778/10682 [1:14:30<15:38, 2.03it/s]
1070
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8779/10682 [1:14:31<15:38, 2.03it/s]
1071
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8780/10682 [1:14:31<15:38, 2.03it/s]
1072
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8781/10682 [1:14:32<15:36, 2.03it/s]
1073
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8782/10682 [1:14:32<15:36, 2.03it/s]
1074
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8783/10682 [1:14:33<15:35, 2.03it/s]
1075
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8784/10682 [1:14:33<15:33, 2.03it/s]
1076
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8785/10682 [1:14:34<15:34, 2.03it/s]
1077
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8786/10682 [1:14:34<15:33, 2.03it/s]
1078
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8787/10682 [1:14:35<15:33, 2.03it/s]
1079
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8788/10682 [1:14:35<15:34, 2.03it/s]
1080
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8789/10682 [1:14:36<15:33, 2.03it/s]
1081
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8790/10682 [1:14:36<15:33, 2.03it/s]
1082
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8791/10682 [1:14:37<15:32, 2.03it/s]
1083
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8792/10682 [1:14:37<15:31, 2.03it/s]
1084
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8793/10682 [1:14:38<15:31, 2.03it/s]
1085
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8794/10682 [1:14:38<15:30, 2.03it/s]
1086
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8795/10682 [1:14:39<15:29, 2.03it/s]
1087
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8796/10682 [1:14:39<15:29, 2.03it/s]
1088
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8797/10682 [1:14:40<15:28, 2.03it/s]
1089
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8798/10682 [1:14:40<15:26, 2.03it/s]
1090
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8799/10682 [1:14:41<15:27, 2.03it/s]
1091
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8800/10682 [1:14:41<15:27, 2.03it/s]{'loss': 2.8376, 'grad_norm': 0.25995054841041565, 'learning_rate': 9.162775276448015e-05, 'epoch': 11.53}
 
1092
 
1093
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8800/10682 [1:14:41<15:27, 2.03it/s]
1094
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8801/10682 [1:14:42<15:28, 2.03it/s]
1095
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8802/10682 [1:14:42<15:26, 2.03it/s]
1096
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8803/10682 [1:14:43<15:24, 2.03it/s]
1097
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8804/10682 [1:14:43<15:23, 2.03it/s]
1098
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8805/10682 [1:14:44<15:23, 2.03it/s]
1099
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8806/10682 [1:14:44<15:23, 2.03it/s]
1100
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8807/10682 [1:14:45<15:22, 2.03it/s]
1101
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8808/10682 [1:14:45<15:22, 2.03it/s]
1102
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8809/10682 [1:14:46<15:22, 2.03it/s]
1103
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8810/10682 [1:14:46<15:21, 2.03it/s]
1104
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8811/10682 [1:14:47<15:21, 2.03it/s]
1105
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8812/10682 [1:14:47<15:21, 2.03it/s]
1106
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8813/10682 [1:14:48<15:20, 2.03it/s]
1107
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8814/10682 [1:14:48<15:20, 2.03it/s]
1108
  83%|οΏ½οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8815/10682 [1:14:49<15:18, 2.03it/s]
1109
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8816/10682 [1:14:49<15:18, 2.03it/s]
1110
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8817/10682 [1:14:50<15:18, 2.03it/s]
1111
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8818/10682 [1:14:50<15:18, 2.03it/s]
1112
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8819/10682 [1:14:51<15:18, 2.03it/s]
1113
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8820/10682 [1:14:51<15:16, 2.03it/s]
1114
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8821/10682 [1:14:52<15:16, 2.03it/s]
1115
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8822/10682 [1:14:52<15:16, 2.03it/s]
1116
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8823/10682 [1:14:53<15:15, 2.03it/s]
1117
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8824/10682 [1:14:53<15:15, 2.03it/s]
1118
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8825/10682 [1:14:54<15:14, 2.03it/s]
1119
 
 
1120
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8825/10682 [1:14:54<15:14, 2.03it/s]
1121
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8826/10682 [1:14:54<15:15, 2.03it/s]
1122
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8827/10682 [1:14:55<15:14, 2.03it/s]
1123
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8828/10682 [1:14:55<15:13, 2.03it/s]
1124
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8829/10682 [1:14:56<16:34, 1.86it/s]
1125
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8830/10682 [1:14:56<16:09, 1.91it/s]
1126
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8831/10682 [1:14:57<15:51, 1.94it/s]
1127
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8832/10682 [1:14:57<15:38, 1.97it/s]
1128
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8833/10682 [1:14:58<15:30, 1.99it/s]
1129
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8834/10682 [1:14:58<15:23, 2.00it/s]
1130
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8835/10682 [1:14:59<15:19, 2.01it/s]
1131
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8836/10682 [1:14:59<15:15, 2.02it/s]
1132
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8837/10682 [1:15:00<15:13, 2.02it/s]
1133
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8838/10682 [1:15:00<15:11, 2.02it/s]
1134
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8839/10682 [1:15:01<15:09, 2.03it/s]
1135
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8840/10682 [1:15:01<15:09, 2.03it/s]
1136
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8841/10682 [1:15:02<15:07, 2.03it/s]
1137
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8842/10682 [1:15:02<15:06, 2.03it/s]
1138
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8843/10682 [1:15:03<15:06, 2.03it/s]
1139
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8844/10682 [1:15:03<15:05, 2.03it/s]
1140
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8845/10682 [1:15:04<15:05, 2.03it/s]
1141
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8846/10682 [1:15:04<15:04, 2.03it/s]
1142
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8847/10682 [1:15:05<15:04, 2.03it/s]
1143
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8848/10682 [1:15:05<15:03, 2.03it/s]
1144
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8849/10682 [1:15:06<15:02, 2.03it/s]
1145
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8850/10682 [1:15:06<15:02, 2.03it/s]{'loss': 2.8552, 'grad_norm': 0.2628968060016632, 'learning_rate': 8.6968297974584e-05, 'epoch': 11.6}
1146
 
 
1147
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8850/10682 [1:15:06<15:02, 2.03it/s]
1148
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8851/10682 [1:15:07<15:03, 2.03it/s]
1149
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8852/10682 [1:15:07<15:02, 2.03it/s]
1150
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8853/10682 [1:15:08<15:01, 2.03it/s]
1151
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8854/10682 [1:15:08<15:01, 2.03it/s]
1152
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8855/10682 [1:15:09<15:01, 2.03it/s]
1153
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8856/10682 [1:15:09<15:00, 2.03it/s]
1154
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8857/10682 [1:15:09<15:01, 2.03it/s]
1155
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8858/10682 [1:15:10<14:59, 2.03it/s]
1156
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8859/10682 [1:15:10<14:58, 2.03it/s]
1157
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8860/10682 [1:15:11<14:58, 2.03it/s]
1158
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8861/10682 [1:15:11<14:57, 2.03it/s]
1159
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8862/10682 [1:15:12<14:56, 2.03it/s]
1160
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8863/10682 [1:15:12<14:56, 2.03it/s]
1161
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8864/10682 [1:15:13<14:55, 2.03it/s]
1162
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8865/10682 [1:15:13<14:55, 2.03it/s]
1163
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8866/10682 [1:15:14<14:54, 2.03it/s]
1164
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8867/10682 [1:15:14<14:53, 2.03it/s]
1165
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8868/10682 [1:15:15<14:53, 2.03it/s]
1166
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8869/10682 [1:15:15<14:51, 2.03it/s]
1167
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8870/10682 [1:15:16<14:52, 2.03it/s]
1168
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8871/10682 [1:15:16<14:51, 2.03it/s]
1169
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8872/10682 [1:15:17<14:51, 2.03it/s]
1170
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8873/10682 [1:15:17<14:50, 2.03it/s]
1171
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8874/10682 [1:15:18<14:49, 2.03it/s]
1172
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8875/10682 [1:15:18<14:50, 2.03it/s]
1173
  {'loss': 2.8535, 'grad_norm': 0.2602517902851105, 'learning_rate': 8.467984886028967e-05, 'epoch': 11.63}
 
1174
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8875/10682 [1:15:18<14:50, 2.03it/s]
1175
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8876/10682 [1:15:19<14:50, 2.03it/s]
1176
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8877/10682 [1:15:19<14:50, 2.03it/s]
1177
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8878/10682 [1:15:20<14:49, 2.03it/s]
1178
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8879/10682 [1:15:20<14:47, 2.03it/s]
1179
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8880/10682 [1:15:21<14:47, 2.03it/s]
1180
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8881/10682 [1:15:21<14:46, 2.03it/s]
1181
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8882/10682 [1:15:22<14:46, 2.03it/s]
1182
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8883/10682 [1:15:22<14:45, 2.03it/s]
1183
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8884/10682 [1:15:23<14:44, 2.03it/s]
1184
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8885/10682 [1:15:23<14:45, 2.03it/s]
1185
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8886/10682 [1:15:24<14:43, 2.03it/s]
1186
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8887/10682 [1:15:24<14:43, 2.03it/s]
1187
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8888/10682 [1:15:25<14:43, 2.03it/s]
1188
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8889/10682 [1:15:25<14:42, 2.03it/s]
1189
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8890/10682 [1:15:26<14:42, 2.03it/s]
1190
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8891/10682 [1:15:26<14:41, 2.03it/s]
1191
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8892/10682 [1:15:27<14:41, 2.03it/s]
1192
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8893/10682 [1:15:27<14:41, 2.03it/s]
1193
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8894/10682 [1:15:28<14:40, 2.03it/s]
1194
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8895/10682 [1:15:28<14:40, 2.03it/s]
1195
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8896/10682 [1:15:29<14:38, 2.03it/s]
1196
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8897/10682 [1:15:29<14:38, 2.03it/s]
1197
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8898/10682 [1:15:30<14:38, 2.03it/s]
1198
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8899/10682 [1:15:30<14:37, 2.03it/s]
1199
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8900/10682 [1:15:31<14:37, 2.03it/s]{'loss': 2.8613, 'grad_norm': 0.264787495136261, 'learning_rate': 8.24191228890303e-05, 'epoch': 11.66}
 
1200
 
1201
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8900/10682 [1:15:31<14:37, 2.03it/s]
1202
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8901/10682 [1:15:31<14:37, 2.03it/s]
1203
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8902/10682 [1:15:32<14:36, 2.03it/s]
1204
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8903/10682 [1:15:32<14:35, 2.03it/s]
1205
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8904/10682 [1:15:33<14:34, 2.03it/s]
1206
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8905/10682 [1:15:33<14:34, 2.03it/s]
1207
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8906/10682 [1:15:34<14:34, 2.03it/s]
1208
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8907/10682 [1:15:34<14:33, 2.03it/s]
1209
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8908/10682 [1:15:35<14:32, 2.03it/s]
1210
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8909/10682 [1:15:35<14:32, 2.03it/s]
1211
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8910/10682 [1:15:36<14:31, 2.03it/s]
1212
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8911/10682 [1:15:36<14:31, 2.03it/s]
1213
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8912/10682 [1:15:37<14:30, 2.03it/s]
1214
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8913/10682 [1:15:37<14:30, 2.03it/s]
1215
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8914/10682 [1:15:38<14:29, 2.03it/s]
1216
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8915/10682 [1:15:38<14:29, 2.03it/s]
1217
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8916/10682 [1:15:39<14:28, 2.03it/s]
1218
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8917/10682 [1:15:39<14:28, 2.03it/s]
1219
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8918/10682 [1:15:40<14:26, 2.03it/s]
1220
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8919/10682 [1:15:40<14:27, 2.03it/s]
1221
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8920/10682 [1:15:41<14:27, 2.03it/s]
1222
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8921/10682 [1:15:41<14:26, 2.03it/s]
1223
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8922/10682 [1:15:41<14:25, 2.03it/s]
1224
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8923/10682 [1:15:42<14:25, 2.03it/s]
1225
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8924/10682 [1:15:42<14:24, 2.03it/s]
1226
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8925/10682 [1:15:43<14:24, 2.03it/s]{'loss': 2.8574, 'grad_norm': 0.26087984442710876, 'learning_rate': 8.018627096711106e-05, 'epoch': 11.7}
1227
 
 
1228
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8925/10682 [1:15:43<14:24, 2.03it/s]
1229
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8926/10682 [1:15:43<14:25, 2.03it/s]
1230
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8927/10682 [1:15:44<14:24, 2.03it/s]
1231
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8928/10682 [1:15:44<14:25, 2.03it/s]
1232
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8929/10682 [1:15:45<14:24, 2.03it/s]
1233
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8930/10682 [1:15:45<14:23, 2.03it/s]
1234
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8931/10682 [1:15:46<14:23, 2.03it/s]
1235
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8932/10682 [1:15:47<15:39, 1.86it/s]
1236
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8933/10682 [1:15:47<15:15, 1.91it/s]
1237
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8934/10682 [1:15:48<14:58, 1.95it/s]
1238
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8935/10682 [1:15:48<14:46, 1.97it/s]
1239
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8936/10682 [1:15:49<14:38, 1.99it/s]
1240
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8937/10682 [1:15:49<14:32, 2.00it/s]
1241
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8938/10682 [1:15:50<14:27, 2.01it/s]
1242
  84%|β–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½β–ˆβ–ˆβ–ˆβ–Ž | 8939/10682 [1:15:50<14:24, 2.02it/s]
1243
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8940/10682 [1:15:51<14:22, 2.02it/s]
1244
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8941/10682 [1:15:51<14:20, 2.02it/s]
1245
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8942/10682 [1:15:51<14:19, 2.03it/s]
1246
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8943/10682 [1:15:52<14:17, 2.03it/s]
1247
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8944/10682 [1:15:52<14:16, 2.03it/s]
1248
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8945/10682 [1:15:53<14:15, 2.03it/s]
1249
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8946/10682 [1:15:53<14:15, 2.03it/s]
1250
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8947/10682 [1:15:54<14:14, 2.03it/s]
1251
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8948/10682 [1:15:54<14:13, 2.03it/s]
1252
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8949/10682 [1:15:55<14:13, 2.03it/s]
1253
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8950/10682 [1:15:55<14:12, 2.03it/s]{'loss': 2.8577, 'grad_norm': 0.2632240951061249, 'learning_rate': 7.798144214020909e-05, 'epoch': 11.73}
1254
 
 
1255
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8950/10682 [1:15:55<14:12, 2.03it/s]
1256
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8951/10682 [1:15:56<14:14, 2.03it/s]
1257
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8952/10682 [1:15:56<14:12, 2.03it/s]
1258
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8953/10682 [1:15:57<14:12, 2.03it/s]
1259
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8954/10682 [1:15:57<14:11, 2.03it/s]
1260
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8955/10682 [1:15:58<14:10, 2.03it/s]
1261
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8956/10682 [1:15:58<14:10, 2.03it/s]
1262
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8957/10682 [1:15:59<14:10, 2.03it/s]
1263
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8958/10682 [1:15:59<14:07, 2.03it/s]
1264
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8959/10682 [1:16:00<14:07, 2.03it/s]
1265
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8960/10682 [1:16:00<14:08, 2.03it/s]
1266
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8961/10682 [1:16:01<14:08, 2.03it/s]
1267
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8962/10682 [1:16:01<14:07, 2.03it/s]
1268
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8963/10682 [1:16:02<14:07, 2.03it/s]
1269
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8964/10682 [1:16:02<14:06, 2.03it/s]
1270
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8965/10682 [1:16:03<14:05, 2.03it/s]
1271
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8966/10682 [1:16:03<14:05, 2.03it/s]
1272
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8967/10682 [1:16:04<14:05, 2.03it/s]
1273
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8968/10682 [1:16:04<14:05, 2.03it/s]
1274
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8969/10682 [1:16:05<14:04, 2.03it/s]
1275
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8970/10682 [1:16:05<14:03, 2.03it/s]
1276
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8971/10682 [1:16:06<14:03, 2.03it/s]
1277
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8972/10682 [1:16:06<14:02, 2.03it/s]
1278
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8973/10682 [1:16:07<14:02, 2.03it/s]
1279
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8974/10682 [1:16:07<14:01, 2.03it/s]
1280
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8975/10682 [1:16:08<14:00, 2.03it/s]
1281
 
 
1282
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8975/10682 [1:16:08<14:00, 2.03it/s]
1283
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8976/10682 [1:16:08<14:00, 2.03it/s]
1284
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8977/10682 [1:16:09<13:59, 2.03it/s]
1285
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8978/10682 [1:16:09<13:59, 2.03it/s]
1286
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8979/10682 [1:16:10<13:58, 2.03it/s]
1287
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8980/10682 [1:16:10<13:58, 2.03it/s]
1288
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8981/10682 [1:16:11<13:57, 2.03it/s]
1289
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8982/10682 [1:16:11<13:57, 2.03it/s]
1290
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8983/10682 [1:16:12<13:57, 2.03it/s]
1291
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8984/10682 [1:16:12<13:56, 2.03it/s]
1292
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8985/10682 [1:16:13<13:56, 2.03it/s]
1293
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8986/10682 [1:16:13<13:55, 2.03it/s]
1294
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8987/10682 [1:16:14<13:54, 2.03it/s]
1295
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8988/10682 [1:16:14<13:55, 2.03it/s]
1296
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8989/10682 [1:16:15<13:53, 2.03it/s]
1297
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8990/10682 [1:16:15<13:52, 2.03it/s]
1298
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8991/10682 [1:16:16<13:53, 2.03it/s]
1299
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8992/10682 [1:16:16<13:52, 2.03it/s]
1300
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8993/10682 [1:16:17<13:52, 2.03it/s]
1301
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8994/10682 [1:16:17<13:51, 2.03it/s]
1302
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8995/10682 [1:16:18<13:50, 2.03it/s]
1303
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8996/10682 [1:16:18<13:51, 2.03it/s]
1304
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8997/10682 [1:16:19<13:49, 2.03it/s]
1305
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8998/10682 [1:16:19<13:48, 2.03it/s]
1306
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8999/10682 [1:16:20<13:48, 2.03it/s]
1307
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9000/10682 [1:16:20<13:47, 2.03it/s]
1308
  {'loss': 2.8481, 'grad_norm': 0.2617539167404175, 'learning_rate': 7.365644059145782e-05, 'epoch': 11.8}
 
1309
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9000/10682 [1:16:20<13:47, 2.03it/s]
1310
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9001/10682 [1:16:21<13:48, 2.03it/s]
1311
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9002/10682 [1:16:21<13:47, 2.03it/s]
1312
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9003/10682 [1:16:22<13:47, 2.03it/s]
1313
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9004/10682 [1:16:22<13:47, 2.03it/s]
1314
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9005/10682 [1:16:23<13:46, 2.03it/s]
1315
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9006/10682 [1:16:23<13:46, 2.03it/s]
1316
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9007/10682 [1:16:24<13:44, 2.03it/s]
1317
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9008/10682 [1:16:24<13:44, 2.03it/s]
1318
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9009/10682 [1:16:24<13:43, 2.03it/s]
1319
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9010/10682 [1:16:25<13:42, 2.03it/s]
1320
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9011/10682 [1:16:25<13:42, 2.03it/s]
1321
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9012/10682 [1:16:26<13:42, 2.03it/s]
1322
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9013/10682 [1:16:26<13:41, 2.03it/s]
1323
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9014/10682 [1:16:27<13:41, 2.03it/s]
1324
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9015/10682 [1:16:27<13:40, 2.03it/s]
1325
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9016/10682 [1:16:28<13:40, 2.03it/s]
1326
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9017/10682 [1:16:28<13:39, 2.03it/s]
1327
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9018/10682 [1:16:29<13:38, 2.03it/s]
1328
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9019/10682 [1:16:29<13:39, 2.03it/s]
1329
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9020/10682 [1:16:30<13:38, 2.03it/s]
1330
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9021/10682 [1:16:30<13:37, 2.03it/s]
1331
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9022/10682 [1:16:31<13:37, 2.03it/s]
1332
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9023/10682 [1:16:31<13:36, 2.03it/s]
1333
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9024/10682 [1:16:32<13:36, 2.03it/s]
1334
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9025/10682 [1:16:32<13:36, 2.03it/s]{'loss': 2.8558, 'grad_norm': 0.26141008734703064, 'learning_rate': 7.153655656890773e-05, 'epoch': 11.83}
 
1335
 
1336
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9025/10682 [1:16:32<13:36, 2.03it/s]
1337
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9026/10682 [1:16:33<13:37, 2.03it/s]
1338
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9027/10682 [1:16:33<13:36, 2.03it/s]
1339
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9028/10682 [1:16:34<13:36, 2.02it/s]
1340
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9029/10682 [1:16:34<13:35, 2.03it/s]
1341
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9030/10682 [1:16:35<13:34, 2.03it/s]
1342
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9031/10682 [1:16:35<13:33, 2.03it/s]
1343
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9032/10682 [1:16:36<13:32, 2.03it/s]
1344
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9033/10682 [1:16:36<13:32, 2.03it/s]
1345
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9034/10682 [1:16:37<13:31, 2.03it/s]
1346
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9035/10682 [1:16:37<13:31, 2.03it/s]
1347
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9036/10682 [1:16:38<13:32, 2.03it/s]
1348
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9037/10682 [1:16:38<13:30, 2.03it/s]
1349
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9038/10682 [1:16:39<13:30, 2.03it/s]
1350
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9039/10682 [1:16:39<13:29, 2.03it/s]
1351
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9040/10682 [1:16:40<13:29, 2.03it/s]
1352
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9041/10682 [1:16:40<13:28, 2.03it/s]
1353
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9042/10682 [1:16:41<13:27, 2.03it/s]
1354
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9043/10682 [1:16:41<13:27, 2.03it/s]
1355
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9044/10682 [1:16:42<13:27, 2.03it/s]
1356
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9045/10682 [1:16:42<13:26, 2.03it/s]
1357
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9046/10682 [1:16:43<13:25, 2.03it/s]
1358
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9047/10682 [1:16:43<13:25, 2.03it/s]
1359
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9048/10682 [1:16:44<13:26, 2.03it/s]
1360
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9049/10682 [1:16:44<13:24, 2.03it/s]
1361
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9050/10682 [1:16:45<13:24, 2.03it/s]{'loss': 2.8601, 'grad_norm': 0.2692682147026062, 'learning_rate': 6.94452730207023e-05, 'epoch': 11.86}
1362
 
 
1363
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9050/10682 [1:16:45<13:24, 2.03it/s]
1364
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9051/10682 [1:16:45<13:24, 2.03it/s]
1365
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9052/10682 [1:16:46<13:24, 2.03it/s]
1366
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9053/10682 [1:16:46<13:23, 2.03it/s]
1367
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9054/10682 [1:16:47<13:21, 2.03it/s]
1368
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9055/10682 [1:16:47<13:22, 2.03it/s]
1369
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9056/10682 [1:16:48<13:21, 2.03it/s]
1370
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9057/10682 [1:16:48<13:20, 2.03it/s]
1371
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9058/10682 [1:16:49<13:20, 2.03it/s]
1372
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9059/10682 [1:16:49<13:19, 2.03it/s]
1373
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9060/10682 [1:16:50<13:18, 2.03it/s]
1374
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9061/10682 [1:16:50<13:19, 2.03it/s]
1375
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9062/10682 [1:16:51<13:18, 2.03it/s]
1376
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½β– | 9063/10682 [1:16:51<13:17, 2.03it/s]
1377
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9064/10682 [1:16:52<13:18, 2.03it/s]
1378
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9065/10682 [1:16:52<13:17, 2.03it/s]
1379
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9066/10682 [1:16:53<13:17, 2.03it/s]
1380
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9067/10682 [1:16:53<13:16, 2.03it/s]
1381
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9068/10682 [1:16:54<13:15, 2.03it/s]
1382
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9069/10682 [1:16:54<13:15, 2.03it/s]
1383
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9070/10682 [1:16:55<13:14, 2.03it/s]
1384
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9071/10682 [1:16:55<13:13, 2.03it/s]
1385
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9072/10682 [1:16:56<13:14, 2.03it/s]
1386
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9073/10682 [1:16:56<13:13, 2.03it/s]
1387
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9074/10682 [1:16:57<13:12, 2.03it/s]
1388
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9075/10682 [1:16:57<13:11, 2.03it/s]
1389
  {'loss': 2.8627, 'grad_norm': 0.2634871006011963, 'learning_rate': 6.738272954265156e-05, 'epoch': 11.89}
 
1390
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9075/10682 [1:16:57<13:11, 2.03it/s]
1391
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9076/10682 [1:16:58<13:12, 2.03it/s]
1392
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9077/10682 [1:16:58<13:11, 2.03it/s]
1393
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9078/10682 [1:16:59<13:10, 2.03it/s]
1394
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9079/10682 [1:16:59<13:09, 2.03it/s]
1395
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9080/10682 [1:16:59<13:09, 2.03it/s]
1396
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9081/10682 [1:17:00<13:09, 2.03it/s]
1397
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9082/10682 [1:17:00<13:07, 2.03it/s]
1398
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9083/10682 [1:17:01<13:06, 2.03it/s]
1399
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9084/10682 [1:17:01<13:07, 2.03it/s]
1400
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9085/10682 [1:17:02<13:05, 2.03it/s]
1401
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9086/10682 [1:17:02<13:05, 2.03it/s]
1402
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9087/10682 [1:17:03<13:05, 2.03it/s]
1403
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9088/10682 [1:17:03<13:04, 2.03it/s]
1404
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9089/10682 [1:17:04<13:04, 2.03it/s]
1405
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9090/10682 [1:17:04<13:03, 2.03it/s]
1406
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9091/10682 [1:17:05<13:03, 2.03it/s]
1407
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9092/10682 [1:17:05<13:02, 2.03it/s]
1408
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9093/10682 [1:17:06<13:01, 2.03it/s]
1409
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9094/10682 [1:17:06<13:02, 2.03it/s]
1410
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9095/10682 [1:17:07<13:00, 2.03it/s]
1411
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9096/10682 [1:17:07<13:01, 2.03it/s]
1412
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9097/10682 [1:17:08<13:00, 2.03it/s]
1413
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9098/10682 [1:17:08<12:59, 2.03it/s]
1414
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9099/10682 [1:17:09<12:59, 2.03it/s]
1415
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9100/10682 [1:17:09<12:58, 2.03it/s]{'loss': 2.8535, 'grad_norm': 0.26476970314979553, 'learning_rate': 6.534906381212979e-05, 'epoch': 11.93}
 
1416
 
1417
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9100/10682 [1:17:09<12:58, 2.03it/s]
1418
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9101/10682 [1:17:10<13:00, 2.03it/s]
1419
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9102/10682 [1:17:10<12:58, 2.03it/s]
1420
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9103/10682 [1:17:11<12:58, 2.03it/s]
1421
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9104/10682 [1:17:11<12:57, 2.03it/s]
1422
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9105/10682 [1:17:12<12:56, 2.03it/s]
1423
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9106/10682 [1:17:12<12:56, 2.03it/s]
1424
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9107/10682 [1:17:13<12:55, 2.03it/s]
1425
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9108/10682 [1:17:13<12:54, 2.03it/s]
1426
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9109/10682 [1:17:14<12:54, 2.03it/s]
1427
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9110/10682 [1:17:14<12:54, 2.03it/s]
1428
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9111/10682 [1:17:15<12:53, 2.03it/s]
1429
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9112/10682 [1:17:15<12:53, 2.03it/s]
1430
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9113/10682 [1:17:16<12:52, 2.03it/s]
1431
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9114/10682 [1:17:16<12:52, 2.03it/s]
1432
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9115/10682 [1:17:17<12:52, 2.03it/s]
1433
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9116/10682 [1:17:17<12:52, 2.03it/s]
1434
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9117/10682 [1:17:18<12:51, 2.03it/s]
1435
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9118/10682 [1:17:18<12:51, 2.03it/s]
1436
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9119/10682 [1:17:19<12:50, 2.03it/s]
1437
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9120/10682 [1:17:19<12:49, 2.03it/s]
1438
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9121/10682 [1:17:20<12:49, 2.03it/s]
1439
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9122/10682 [1:17:20<12:48, 2.03it/s]
1440
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9123/10682 [1:17:21<12:48, 2.03it/s]
1441
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9124/10682 [1:17:21<12:47, 2.03it/s]
1442
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9125/10682 [1:17:22<12:47, 2.03it/s]{'loss': 2.8536, 'grad_norm': 0.26291805505752563, 'learning_rate': 6.334441157888504e-05, 'epoch': 11.96}
 
1443
 
1444
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9125/10682 [1:17:22<12:47, 2.03it/s]
1445
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9126/10682 [1:17:22<12:47, 2.03it/s]
1446
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9127/10682 [1:17:23<12:46, 2.03it/s]
1447
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9128/10682 [1:17:23<12:45, 2.03it/s]
1448
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9129/10682 [1:17:24<12:45, 2.03it/s]
1449
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9130/10682 [1:17:24<12:44, 2.03it/s]
1450
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9131/10682 [1:17:25<12:44, 2.03it/s]
1451
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9132/10682 [1:17:25<12:43, 2.03it/s]
1452
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9133/10682 [1:17:26<12:43, 2.03it/s]
1453
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9134/10682 [1:17:26<12:42, 2.03it/s]
1454
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9135/10682 [1:17:27<12:41, 2.03it/s]
1455
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9136/10682 [1:17:27<12:41, 2.03it/s]
1456
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9137/10682 [1:17:28<12:40, 2.03it/s]
1457
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9138/10682 [1:17:28<12:40, 2.03it/s]
1458
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9139/10682 [1:17:29<12:40, 2.03it/s]
1459
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9140/10682 [1:17:29<12:38, 2.03it/s]
1460
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9141/10682 [1:17:30<12:38, 2.03it/s]
1461
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9142/10682 [1:17:30<12:38, 2.03it/s]
1462
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9143/10682 [1:17:31<12:37, 2.03it/s]
1463
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9144/10682 [1:17:31<12:37, 2.03it/s]
1464
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9145/10682 [1:17:32<12:36, 2.03it/s]
1465
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9146/10682 [1:17:32<12:35, 2.03it/s]
1466
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9147/10682 [1:17:32<12:36, 2.03it/s]
1467
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9148/10682 [1:17:33<12:35, 2.03it/s]
1468
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9149/10682 [1:17:33<12:35, 2.03it/s]
1469
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9150/10682 [1:17:34<12:34, 2.03it/s]{'loss': 2.8583, 'grad_norm': 0.2615031898021698, 'learning_rate': 6.1368906655978e-05, 'epoch': 11.99}
1470
 
 
1471
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9150/10682 [1:17:34<12:34, 2.03it/s]
1472
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9151/10682 [1:17:34<12:35, 2.03it/s]
1473
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9152/10682 [1:17:35<12:34, 2.03it/s]
1474
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9153/10682 [1:17:35<12:33, 2.03it/s]
1475
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9154/10682 [1:17:36<12:33, 2.03it/s]
1476
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9155/10682 [1:17:36<12:32, 2.03it/s]
1477
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9156/10682 [1:17:37<12:25, 2.05it/s]
1478
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9157/10682 [1:17:52<2:01:47, 4.79s/it]
1479
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9158/10682 [1:17:52<1:29:01, 3.50s/it]
1480
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9159/10682 [1:17:53<1:06:01, 2.60s/it]
1481
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9160/10682 [1:17:53<50:00, 1.97s/it]
1482
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9161/10682 [1:17:54<38:43, 1.53s/it]
1483
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9162/10682 [1:17:54<30:50, 1.22s/it]
1484
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9163/10682 [1:17:55<25:20, 1.00s/it]
1485
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9164/10682 [1:17:55<21:28, 1.18it/s]
1486
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9165/10682 [1:17:56<18:44, 1.35it/s]
1487
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9166/10682 [1:17:56<16:50, 1.50it/s]
1488
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9167/10682 [1:17:57<15:32, 1.63it/s]
1489
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9168/10682 [1:17:57<14:35, 1.73it/s]
1490
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9169/10682 [1:17:58<13:55, 1.81it/s]
1491
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9170/10682 [1:17:58<13:28, 1.87it/s]
1492
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9171/10682 [1:17:59<13:07, 1.92it/s]
1493
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9172/10682 [1:17:59<12:54, 1.95it/s]
1494
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9173/10682 [1:18:00<12:45, 1.97it/s]
1495
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9174/10682 [1:18:00<12:38, 1.99it/s]
1496
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9175/10682 [1:18:01<12:32, 2.00it/s]
1497
 
 
1498
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9175/10682 [1:18:01<12:32, 2.00it/s]
1499
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9176/10682 [1:18:01<12:30, 2.01it/s]
1500
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9177/10682 [1:18:02<12:26, 2.01it/s]
1501
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9178/10682 [1:18:02<12:24, 2.02it/s]
1502
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9179/10682 [1:18:03<12:23, 2.02it/s]
1503
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9180/10682 [1:18:03<12:22, 2.02it/s]
1504
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9181/10682 [1:18:04<12:21, 2.02it/s]
1505
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9182/10682 [1:18:04<12:20, 2.03it/s]
1506
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9183/10682 [1:18:05<12:19, 2.03it/s]
1507
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9184/10682 [1:18:05<12:19, 2.03it/s]
1508
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9185/10682 [1:18:06<12:19, 2.03it/s]
1509
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9186/10682 [1:18:06<12:17, 2.03it/s]
1510
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9187/10682 [1:18:07<12:15, 2.03it/s]
1511
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9188/10682 [1:18:07<12:15, 2.03it/s]
 
557
 
558
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8325/10682 [1:10:33<19:19, 2.03it/s]
559
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8326/10682 [1:10:33<19:21, 2.03it/s]
560
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8327/10682 [1:10:34<19:21, 2.03it/s]
561
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8328/10682 [1:10:34<19:20, 2.03it/s]
562
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8329/10682 [1:10:35<19:18, 2.03it/s]
563
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8330/10682 [1:10:35<19:17, 2.03it/s]
564
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8331/10682 [1:10:36<19:18, 2.03it/s]
565
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8332/10682 [1:10:36<19:16, 2.03it/s]
566
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8333/10682 [1:10:37<19:16, 2.03it/s]
567
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8334/10682 [1:10:37<19:16, 2.03it/s]
568
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8335/10682 [1:10:38<19:15, 2.03it/s]
569
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8336/10682 [1:10:38<19:15, 2.03it/s]
570
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8337/10682 [1:10:39<19:13, 2.03it/s]
571
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8338/10682 [1:10:39<19:13, 2.03it/s]
572
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8339/10682 [1:10:40<19:13, 2.03it/s]
573
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8340/10682 [1:10:40<19:12, 2.03it/s]
574
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8341/10682 [1:10:41<19:11, 2.03it/s]
575
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8342/10682 [1:10:41<19:12, 2.03it/s]
576
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8343/10682 [1:10:42<19:13, 2.03it/s]
577
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8344/10682 [1:10:42<19:12, 2.03it/s]
578
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8345/10682 [1:10:43<19:10, 2.03it/s]
579
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8346/10682 [1:10:43<19:09, 2.03it/s]
580
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8347/10682 [1:10:44<19:10, 2.03it/s]
581
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8348/10682 [1:10:44<19:09, 2.03it/s]
582
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8349/10682 [1:10:45<19:07, 2.03it/s]
583
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8350/10682 [1:10:45<19:07, 2.03it/s]{'loss': 2.9119, 'grad_norm': 0.256185919046402, 'learning_rate': 0.00013831071326327282, 'epoch': 10.94}
584
 
585
 
586
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8350/10682 [1:10:45<19:07, 2.03it/s]
587
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8351/10682 [1:10:46<19:08, 2.03it/s]
588
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8352/10682 [1:10:46<19:09, 2.03it/s]
589
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8353/10682 [1:10:47<19:07, 2.03it/s]
590
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8354/10682 [1:10:47<19:08, 2.03it/s]
591
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8355/10682 [1:10:48<19:07, 2.03it/s]
592
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8356/10682 [1:10:48<19:06, 2.03it/s]
593
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8357/10682 [1:10:49<19:06, 2.03it/s]
594
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8358/10682 [1:10:49<19:04, 2.03it/s]
595
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8359/10682 [1:10:50<19:04, 2.03it/s]
596
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8360/10682 [1:10:50<19:03, 2.03it/s]
597
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8361/10682 [1:10:51<19:02, 2.03it/s]
598
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8362/10682 [1:10:51<19:03, 2.03it/s]
599
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8363/10682 [1:10:52<19:01, 2.03it/s]
600
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8364/10682 [1:10:52<19:00, 2.03it/s]
601
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8365/10682 [1:10:53<19:00, 2.03it/s]
602
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8366/10682 [1:10:53<18:59, 2.03it/s]
603
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8367/10682 [1:10:54<18:58, 2.03it/s]
604
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8368/10682 [1:10:54<18:58, 2.03it/s]
605
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8369/10682 [1:10:55<18:57, 2.03it/s]
606
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8370/10682 [1:10:55<18:59, 2.03it/s]
607
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8371/10682 [1:10:56<18:57, 2.03it/s]
608
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8372/10682 [1:10:56<18:58, 2.03it/s]
609
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8373/10682 [1:10:57<18:57, 2.03it/s]
610
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8374/10682 [1:10:57<18:56, 2.03it/s]
611
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8375/10682 [1:10:58<18:57, 2.03it/s]{'loss': 2.9219, 'grad_norm': 0.2577957808971405, 'learning_rate': 0.0001355022636953933, 'epoch': 10.98}
612
 
613
 
614
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8375/10682 [1:10:58<18:57, 2.03it/s]
615
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8376/10682 [1:10:58<18:57, 2.03it/s]
616
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8377/10682 [1:10:59<18:58, 2.03it/s]
617
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8378/10682 [1:10:59<18:57, 2.03it/s]
618
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8379/10682 [1:11:00<18:56, 2.03it/s]
619
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8380/10682 [1:11:00<18:55, 2.03it/s]
620
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8381/10682 [1:11:01<18:54, 2.03it/s]
621
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8382/10682 [1:11:01<18:54, 2.03it/s]
622
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8383/10682 [1:11:02<18:53, 2.03it/s]
623
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8384/10682 [1:11:02<18:52, 2.03it/s]
624
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8385/10682 [1:11:03<18:51, 2.03it/s]
625
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8386/10682 [1:11:03<18:51, 2.03it/s]
626
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8387/10682 [1:11:04<18:51, 2.03it/s]
627
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8388/10682 [1:11:04<18:49, 2.03it/s]
628
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8389/10682 [1:11:05<18:48, 2.03it/s]
629
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8390/10682 [1:11:05<18:48, 2.03it/s]
630
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8391/10682 [1:11:06<18:47, 2.03it/s]
631
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8392/10682 [1:11:06<18:49, 2.03it/s]
632
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8393/10682 [1:11:06<18:36, 2.05it/s]
633
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8394/10682 [1:11:21<3:01:51, 4.77s/it]
634
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8395/10682 [1:11:22<2:12:51, 3.49s/it]
635
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8396/10682 [1:11:22<1:38:43, 2.59s/it]
636
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8397/10682 [1:11:23<1:14:42, 1.96s/it]
637
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8398/10682 [1:11:23<57:59, 1.52s/it]
638
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8399/10682 [1:11:24<46:11, 1.21s/it]
639
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8400/10682 [1:11:24<37:57, 1.00it/s]
640
 
 
641
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8400/10682 [1:11:24<37:57, 1.00it/s]
642
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8401/10682 [1:11:25<32:22, 1.17it/s]
643
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8402/10682 [1:11:25<28:16, 1.34it/s]
644
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8403/10682 [1:11:26<25:23, 1.50it/s]
645
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8404/10682 [1:11:26<23:24, 1.62it/s]
646
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8405/10682 [1:11:27<21:59, 1.73it/s]
647
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8406/10682 [1:11:27<20:58, 1.81it/s]
648
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8407/10682 [1:11:28<20:16, 1.87it/s]
649
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8408/10682 [1:11:28<19:46, 1.92it/s]
650
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8409/10682 [1:11:29<19:26, 1.95it/s]
651
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8410/10682 [1:11:29<19:11, 1.97it/s]
652
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8411/10682 [1:11:30<19:04, 1.98it/s]
653
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8412/10682 [1:11:30<18:54, 2.00it/s]
654
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8413/10682 [1:11:31<18:48, 2.01it/s]
655
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8414/10682 [1:11:31<18:46, 2.01it/s]
656
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8415/10682 [1:11:32<18:43, 2.02it/s]
657
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8416/10682 [1:11:32<18:41, 2.02it/s]
658
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8417/10682 [1:11:33<18:38, 2.02it/s]
659
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8418/10682 [1:11:33<18:38, 2.02it/s]
660
+
661
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8400/10682 [1:11:24<37:57, 1.00it/s]
662
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8401/10682 [1:11:25<32:22, 1.17it/s]
663
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8402/10682 [1:11:25<28:16, 1.34it/s]
664
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8403/10682 [1:11:26<25:23, 1.50it/s]
665
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8404/10682 [1:11:26<23:24, 1.62it/s]
666
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8405/10682 [1:11:27<21:59, 1.73it/s]
667
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8406/10682 [1:11:27<20:58, 1.81it/s]
668
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8407/10682 [1:11:28<20:16, 1.87it/s]
669
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8408/10682 [1:11:28<19:46, 1.92it/s]
670
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8409/10682 [1:11:29<19:26, 1.95it/s]
671
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8410/10682 [1:11:29<19:11, 1.97it/s]
672
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8411/10682 [1:11:30<19:04, 1.98it/s]
673
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8412/10682 [1:11:30<18:54, 2.00it/s]
674
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8413/10682 [1:11:31<18:48, 2.01it/s]
675
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8414/10682 [1:11:31<18:46, 2.01it/s]
676
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8415/10682 [1:11:32<18:43, 2.02it/s]
677
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8416/10682 [1:11:32<18:41, 2.02it/s]
678
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8417/10682 [1:11:33<18:38, 2.02it/s]
679
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8418/10682 [1:11:33<18:38, 2.02it/s]
680
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8419/10682 [1:11:34<18:36, 2.03it/s]
681
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8420/10682 [1:11:34<18:36, 2.03it/s]
682
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8421/10682 [1:11:35<18:35, 2.03it/s]
683
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8422/10682 [1:11:35<18:33, 2.03it/s]
684
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8423/10682 [1:11:36<18:33, 2.03it/s]
685
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8424/10682 [1:11:36<18:32, 2.03it/s]
686
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8425/10682 [1:11:37<18:32, 2.03it/s]
687
 
688
+
689
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8425/10682 [1:11:37<18:32, 2.03it/s]
690
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8426/10682 [1:11:37<18:32, 2.03it/s]
691
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8427/10682 [1:11:38<18:30, 2.03it/s]
692
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8428/10682 [1:11:38<18:30, 2.03it/s]
693
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8429/10682 [1:11:39<18:29, 2.03it/s]
694
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8430/10682 [1:11:39<18:30, 2.03it/s]
695
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8431/10682 [1:11:40<18:29, 2.03it/s]
696
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8432/10682 [1:11:40<18:29, 2.03it/s]
697
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8433/10682 [1:11:40<18:28, 2.03it/s]
698
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8434/10682 [1:11:41<18:27, 2.03it/s]
699
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8435/10682 [1:11:41<18:28, 2.03it/s]
700
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8436/10682 [1:11:42<18:27, 2.03it/s]
701
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8437/10682 [1:11:42<18:27, 2.03it/s]
702
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8438/10682 [1:11:43<18:26, 2.03it/s]
703
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8439/10682 [1:11:43<18:23, 2.03it/s]
704
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8440/10682 [1:11:44<18:24, 2.03it/s]
705
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8441/10682 [1:11:44<18:23, 2.03it/s]
706
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8442/10682 [1:11:45<18:21, 2.03it/s]
707
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8443/10682 [1:11:45<18:22, 2.03it/s]
708
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8444/10682 [1:11:46<18:20, 2.03it/s]
709
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8445/10682 [1:11:46<18:20, 2.03it/s]
710
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8446/10682 [1:11:47<18:20, 2.03it/s]
711
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8447/10682 [1:11:47<18:19, 2.03it/s]
712
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8448/10682 [1:11:48<18:21, 2.03it/s]
713
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8449/10682 [1:11:48<18:21, 2.03it/s]
714
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8450/10682 [1:11:49<18:20, 2.03it/s]
715
 
716
+
717
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8450/10682 [1:11:49<18:20, 2.03it/s]
718
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8451/10682 [1:11:49<18:21, 2.03it/s]
719
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8452/10682 [1:11:50<18:20, 2.03it/s]
720
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8453/10682 [1:11:50<18:19, 2.03it/s]
721
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8454/10682 [1:11:51<18:18, 2.03it/s]
722
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8455/10682 [1:11:51<18:17, 2.03it/s]
723
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8456/10682 [1:11:52<18:17, 2.03it/s]
724
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8457/10682 [1:11:52<18:15, 2.03it/s]
725
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8458/10682 [1:11:53<18:15, 2.03it/s]
726
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8459/10682 [1:11:53<18:15, 2.03it/s]
727
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8460/10682 [1:11:54<18:15, 2.03it/s]
728
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8461/10682 [1:11:54<18:14, 2.03it/s]
729
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8462/10682 [1:11:55<18:13, 2.03it/s]
730
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8463/10682 [1:11:55<18:13, 2.03it/s]
731
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8464/10682 [1:11:56<18:12, 2.03it/s]
732
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8465/10682 [1:11:56<18:11, 2.03it/s]
733
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8466/10682 [1:11:57<18:12, 2.03it/s]
734
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8467/10682 [1:11:57<18:11, 2.03it/s]
735
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8468/10682 [1:11:58<18:10, 2.03it/s]
736
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8469/10682 [1:11:58<18:10, 2.03it/s]
737
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8470/10682 [1:11:59<18:08, 2.03it/s]
738
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8471/10682 [1:11:59<18:08, 2.03it/s]
739
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8472/10682 [1:12:00<18:06, 2.03it/s]
740
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8473/10682 [1:12:00<18:06, 2.03it/s]
741
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8474/10682 [1:12:01<18:06, 2.03it/s]
742
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8475/10682 [1:12:01<18:05, 2.03it/s]
743
  {'loss': 2.819, 'grad_norm': 0.2613165080547333, 'learning_rate': 0.00012451362249196797, 'epoch': 11.11}
744
+
745
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8475/10682 [1:12:01<18:05, 2.03it/s]
746
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8476/10682 [1:12:02<18:06, 2.03it/s]
747
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8477/10682 [1:12:02<18:05, 2.03it/s]
748
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8478/10682 [1:12:03<18:05, 2.03it/s]
749
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8479/10682 [1:12:03<18:05, 2.03it/s]
750
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8480/10682 [1:12:04<18:04, 2.03it/s]
751
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8481/10682 [1:12:04<18:04, 2.03it/s]
752
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8482/10682 [1:12:05<18:02, 2.03it/s]
753
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8483/10682 [1:12:05<18:02, 2.03it/s]
754
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8484/10682 [1:12:06<18:01, 2.03it/s]
755
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8485/10682 [1:12:06<18:00, 2.03it/s]
756
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8486/10682 [1:12:07<18:00, 2.03it/s]
757
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8487/10682 [1:12:07<18:00, 2.03it/s]
758
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8488/10682 [1:12:08<18:00, 2.03it/s]
759
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8489/10682 [1:12:08<18:00, 2.03it/s]
760
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8490/10682 [1:12:09<17:59, 2.03it/s]
761
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8491/10682 [1:12:09<18:00, 2.03it/s]
762
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8492/10682 [1:12:10<17:59, 2.03it/s]
763
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8493/10682 [1:12:10<17:59, 2.03it/s]
764
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8494/10682 [1:12:11<17:57, 2.03it/s]
765
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8495/10682 [1:12:11<17:57, 2.03it/s]
766
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8496/10682 [1:12:12<17:56, 2.03it/s]
767
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8497/10682 [1:12:12<17:56, 2.03it/s]
768
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8498/10682 [1:12:13<17:55, 2.03it/s]
769
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8499/10682 [1:12:13<17:55, 2.03it/s]
770
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8500/10682 [1:12:13<17:53, 2.03it/s]
771
 
772
+
773
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8500/10682 [1:12:13<17:53, 2.03it/s]
774
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8501/10682 [1:12:14<17:56, 2.03it/s]
775
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8502/10682 [1:12:14<17:54, 2.03it/s]
776
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8503/10682 [1:12:15<17:53, 2.03it/s]
777
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8504/10682 [1:12:15<17:54, 2.03it/s]
778
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8505/10682 [1:12:16<17:52, 2.03it/s]
779
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8506/10682 [1:12:16<17:51, 2.03it/s]
780
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8507/10682 [1:12:17<17:51, 2.03it/s]
781
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8508/10682 [1:12:17<17:49, 2.03it/s]
782
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8509/10682 [1:12:18<17:50, 2.03it/s]
783
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8510/10682 [1:12:18<17:48, 2.03it/s]
784
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8511/10682 [1:12:19<17:48, 2.03it/s]
785
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8512/10682 [1:12:19<17:47, 2.03it/s]
786
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8513/10682 [1:12:20<17:47, 2.03it/s]
787
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8514/10682 [1:12:20<17:46, 2.03it/s]
788
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8515/10682 [1:12:21<17:46, 2.03it/s]
789
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8516/10682 [1:12:21<17:46, 2.03it/s]
790
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8517/10682 [1:12:22<17:45, 2.03it/s]
791
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8518/10682 [1:12:22<17:44, 2.03it/s]
792
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8519/10682 [1:12:23<17:44, 2.03it/s]
793
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8520/10682 [1:12:23<17:43, 2.03it/s]
794
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8521/10682 [1:12:24<17:43, 2.03it/s]
795
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8522/10682 [1:12:24<17:43, 2.03it/s]
796
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8523/10682 [1:12:25<17:41, 2.03it/s]
797
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8524/10682 [1:12:25<17:41, 2.03it/s]
798
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8525/10682 [1:12:26<17:41, 2.03it/s]
799
 
800
+
801
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8525/10682 [1:12:26<17:41, 2.03it/s]
802
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8526/10682 [1:12:26<17:42, 2.03it/s]
803
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8527/10682 [1:12:27<17:42, 2.03it/s]
804
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8528/10682 [1:12:27<17:40, 2.03it/s]
805
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8529/10682 [1:12:28<17:40, 2.03it/s]
806
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8530/10682 [1:12:28<17:39, 2.03it/s]
807
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8531/10682 [1:12:29<17:38, 2.03it/s]
808
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8532/10682 [1:12:29<17:39, 2.03it/s]
809
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8533/10682 [1:12:30<17:37, 2.03it/s]
810
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8534/10682 [1:12:30<17:36, 2.03it/s]
811
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8535/10682 [1:12:31<17:36, 2.03it/s]
812
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8536/10682 [1:12:31<17:36, 2.03it/s]
813
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8537/10682 [1:12:32<17:35, 2.03it/s]
814
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8538/10682 [1:12:32<17:35, 2.03it/s]
815
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8539/10682 [1:12:33<17:34, 2.03it/s]
816
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8540/10682 [1:12:33<17:34, 2.03it/s]
817
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8541/10682 [1:12:34<17:32, 2.03it/s]
818
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8542/10682 [1:12:34<17:32, 2.03it/s]
819
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8543/10682 [1:12:35<17:32, 2.03it/s]
820
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8544/10682 [1:12:35<17:31, 2.03it/s]
821
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8545/10682 [1:12:36<17:32, 2.03it/s]
822
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8546/10682 [1:12:36<17:31, 2.03it/s]
823
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8547/10682 [1:12:37<17:31, 2.03it/s]
824
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8548/10682 [1:12:37<17:31, 2.03it/s]
825
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8549/10682 [1:12:38<17:29, 2.03it/s]
826
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8550/10682 [1:12:38<17:31, 2.03it/s]{'loss': 2.8274, 'grad_norm': 0.271226167678833, 'learning_rate': 0.0001165346678316832, 'epoch': 11.21}
827
+
828
 
829
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8550/10682 [1:12:38<17:31, 2.03it/s]
830
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8551/10682 [1:12:39<17:32, 2.03it/s]
831
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8552/10682 [1:12:39<17:31, 2.03it/s]
832
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8553/10682 [1:12:40<17:30, 2.03it/s]
833
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8554/10682 [1:12:40<17:30, 2.03it/s]
834
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8555/10682 [1:12:41<17:29, 2.03it/s]
835
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8556/10682 [1:12:41<17:28, 2.03it/s]
836
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8557/10682 [1:12:42<17:27, 2.03it/s]
837
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8558/10682 [1:12:42<17:26, 2.03it/s]
838
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8559/10682 [1:12:43<17:27, 2.03it/s]
839
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8560/10682 [1:12:43<17:25, 2.03it/s]
840
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8561/10682 [1:12:44<17:25, 2.03it/s]
841
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8562/10682 [1:12:44<17:25, 2.03it/s]
842
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8563/10682 [1:12:45<17:23, 2.03it/s]
843
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8564/10682 [1:12:45<17:23, 2.03it/s]
844
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8565/10682 [1:12:46<17:22, 2.03it/s]
845
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8566/10682 [1:12:46<17:21, 2.03it/s]
846
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8567/10682 [1:12:46<17:21, 2.03it/s]
847
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8568/10682 [1:12:47<17:20, 2.03it/s]
848
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8569/10682 [1:12:47<17:20, 2.03it/s]
849
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8570/10682 [1:12:48<17:19, 2.03it/s]
850
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8571/10682 [1:12:48<17:18, 2.03it/s]
851
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8572/10682 [1:12:49<17:18, 2.03it/s]
852
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8573/10682 [1:12:49<17:17, 2.03it/s]
853
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8574/10682 [1:12:50<17:16, 2.03it/s]
854
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8575/10682 [1:12:50<17:16, 2.03it/s]{'loss': 2.8339, 'grad_norm': 0.2710798978805542, 'learning_rate': 0.00011392597484393285, 'epoch': 11.24}
855
 
856
+
857
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8575/10682 [1:12:50<17:16, 2.03it/s]
858
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8576/10682 [1:12:51<17:16, 2.03it/s]
859
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8577/10682 [1:12:51<17:16, 2.03it/s]
860
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8578/10682 [1:12:52<17:16, 2.03it/s]
861
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8579/10682 [1:12:52<17:15, 2.03it/s]
862
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8580/10682 [1:12:53<17:15, 2.03it/s]
863
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8581/10682 [1:12:53<17:13, 2.03it/s]
864
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8582/10682 [1:12:54<17:13, 2.03it/s]
865
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8583/10682 [1:12:54<17:13, 2.03it/s]
866
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8584/10682 [1:12:55<17:12, 2.03it/s]
867
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8585/10682 [1:12:55<17:13, 2.03it/s]
868
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8586/10682 [1:12:56<17:12, 2.03it/s]
869
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8587/10682 [1:12:56<17:10, 2.03it/s]
870
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8588/10682 [1:12:57<17:11, 2.03it/s]
871
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8589/10682 [1:12:57<17:09, 2.03it/s]
872
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8590/10682 [1:12:58<17:09, 2.03it/s]
873
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8591/10682 [1:12:58<17:10, 2.03it/s]
874
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8592/10682 [1:12:59<17:08, 2.03it/s]
875
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8593/10682 [1:12:59<17:09, 2.03it/s]
876
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8594/10682 [1:13:00<17:08, 2.03it/s]
877
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8595/10682 [1:13:00<17:08, 2.03it/s]
878
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8596/10682 [1:13:01<17:08, 2.03it/s]
879
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8597/10682 [1:13:01<17:06, 2.03it/s]
880
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8598/10682 [1:13:02<17:08, 2.03it/s]
881
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8599/10682 [1:13:02<17:06, 2.03it/s]
882
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8600/10682 [1:13:03<17:04, 2.03it/s]
883
 
884
+
885
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8600/10682 [1:13:03<17:04, 2.03it/s]
886
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8601/10682 [1:13:03<17:06, 2.03it/s]
887
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8602/10682 [1:13:04<17:05, 2.03it/s]
888
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8603/10682 [1:13:04<17:05, 2.03it/s]
889
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8604/10682 [1:13:05<17:04, 2.03it/s]
890
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8605/10682 [1:13:05<17:04, 2.03it/s]
891
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8606/10682 [1:13:06<17:03, 2.03it/s]
892
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8607/10682 [1:13:06<17:03, 2.03it/s]
893
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8608/10682 [1:13:07<17:02, 2.03it/s]
894
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8609/10682 [1:13:07<17:01, 2.03it/s]
895
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8610/10682 [1:13:08<17:02, 2.03it/s]
896
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8611/10682 [1:13:08<17:01, 2.03it/s]
897
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8612/10682 [1:13:09<17:01, 2.03it/s]
898
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8613/10682 [1:13:09<16:59, 2.03it/s]
899
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8614/10682 [1:13:10<16:59, 2.03it/s]
900
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8615/10682 [1:13:10<16:58, 2.03it/s]
901
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8616/10682 [1:13:11<16:57, 2.03it/s]
902
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8617/10682 [1:13:11<16:58, 2.03it/s]
903
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8618/10682 [1:13:12<16:56, 2.03it/s]
904
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8619/10682 [1:13:12<16:55, 2.03it/s]
905
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8620/10682 [1:13:13<16:55, 2.03it/s]
906
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8621/10682 [1:13:13<16:54, 2.03it/s]
907
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8622/10682 [1:13:14<16:54, 2.03it/s]
908
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8623/10682 [1:13:14<16:54, 2.03it/s]
909
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8624/10682 [1:13:15<16:53, 2.03it/s]
910
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8625/10682 [1:13:15<16:53, 2.03it/s]
911
 
912
+
913
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8625/10682 [1:13:15<16:53, 2.03it/s]
914
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8626/10682 [1:13:16<16:53, 2.03it/s]
915
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8627/10682 [1:13:16<16:53, 2.03it/s]
916
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8628/10682 [1:13:17<16:52, 2.03it/s]
917
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8629/10682 [1:13:17<16:52, 2.03it/s]
918
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8630/10682 [1:13:18<16:50, 2.03it/s]
919
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8631/10682 [1:13:18<16:50, 2.03it/s]
920
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8632/10682 [1:13:19<16:50, 2.03it/s]
921
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8633/10682 [1:13:19<16:49, 2.03it/s]
922
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8634/10682 [1:13:19<16:48, 2.03it/s]
923
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8635/10682 [1:13:20<16:48, 2.03it/s]
924
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8636/10682 [1:13:20<16:47, 2.03it/s]
925
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8637/10682 [1:13:21<16:47, 2.03it/s]
926
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8638/10682 [1:13:21<16:46, 2.03it/s]
927
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8639/10682 [1:13:22<16:45, 2.03it/s]
928
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8640/10682 [1:13:22<16:45, 2.03it/s]
929
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8641/10682 [1:13:23<16:44, 2.03it/s]
930
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8642/10682 [1:13:23<16:44, 2.03it/s]
931
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8643/10682 [1:13:24<16:43, 2.03it/s]
932
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8644/10682 [1:13:24<16:43, 2.03it/s]
933
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8645/10682 [1:13:25<16:44, 2.03it/s]
934
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8646/10682 [1:13:25<16:43, 2.03it/s]
935
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8647/10682 [1:13:26<16:44, 2.03it/s]
936
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8648/10682 [1:13:26<16:43, 2.03it/s]
937
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8649/10682 [1:13:27<16:42, 2.03it/s]
938
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8650/10682 [1:13:27<16:42, 2.03it/s]
939
  {'loss': 2.8442, 'grad_norm': 0.2641572654247284, 'learning_rate': 0.00010625520936593375, 'epoch': 11.34}
940
+
941
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8650/10682 [1:13:27<16:42, 2.03it/s]
942
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8651/10682 [1:13:28<16:42, 2.03it/s]
943
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8652/10682 [1:13:28<16:41, 2.03it/s]
944
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8653/10682 [1:13:29<16:41, 2.03it/s]
945
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8654/10682 [1:13:29<16:40, 2.03it/s]
946
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8655/10682 [1:13:30<16:39, 2.03it/s]
947
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8656/10682 [1:13:30<16:38, 2.03it/s]
948
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8657/10682 [1:13:31<16:37, 2.03it/s]
949
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8658/10682 [1:13:31<16:36, 2.03it/s]
950
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8659/10682 [1:13:32<16:35, 2.03it/s]
951
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8660/10682 [1:13:32<16:35, 2.03it/s]
952
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8661/10682 [1:13:33<16:35, 2.03it/s]
953
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8662/10682 [1:13:33<16:34, 2.03it/s]
954
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8663/10682 [1:13:34<16:33, 2.03it/s]
955
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8664/10682 [1:13:34<16:33, 2.03it/s]
956
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8665/10682 [1:13:35<16:33, 2.03it/s]
957
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8666/10682 [1:13:35<16:33, 2.03it/s]
958
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8667/10682 [1:13:36<16:32, 2.03it/s]
959
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8668/10682 [1:13:36<16:31, 2.03it/s]
960
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8669/10682 [1:13:37<16:31, 2.03it/s]
961
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8670/10682 [1:13:37<16:31, 2.03it/s]
962
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8671/10682 [1:13:38<16:31, 2.03it/s]
963
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8672/10682 [1:13:38<16:30, 2.03it/s]
964
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8673/10682 [1:13:39<16:28, 2.03it/s]
965
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8674/10682 [1:13:39<16:29, 2.03it/s]
966
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8675/10682 [1:13:40<16:28, 2.03it/s]{'loss': 2.8423, 'grad_norm': 0.2601149380207062, 'learning_rate': 0.0001037506276287885, 'epoch': 11.37}
967
+
968
 
969
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8675/10682 [1:13:40<16:28, 2.03it/s]
970
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8676/10682 [1:13:40<16:29, 2.03it/s]
971
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8677/10682 [1:13:41<16:28, 2.03it/s]
972
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8678/10682 [1:13:41<16:28, 2.03it/s]
973
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 8679/10682 [1:13:42<16:27, 2.03it/s]
974
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8680/10682 [1:13:42<16:26, 2.03it/s]
975
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8681/10682 [1:13:43<16:26, 2.03it/s]
976
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8682/10682 [1:13:43<16:24, 2.03it/s]
977
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8683/10682 [1:13:44<16:24, 2.03it/s]
978
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8684/10682 [1:13:44<16:23, 2.03it/s]
979
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8685/10682 [1:13:45<16:23, 2.03it/s]
980
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8686/10682 [1:13:45<16:23, 2.03it/s]
981
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8687/10682 [1:13:46<16:21, 2.03it/s]
982
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8688/10682 [1:13:46<16:21, 2.03it/s]
983
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8689/10682 [1:13:47<16:21, 2.03it/s]
984
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8690/10682 [1:13:47<16:19, 2.03it/s]
985
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8691/10682 [1:13:48<16:19, 2.03it/s]
986
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8692/10682 [1:13:48<16:18, 2.03it/s]
987
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8693/10682 [1:13:49<16:18, 2.03it/s]
988
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8694/10682 [1:13:49<16:18, 2.03it/s]
989
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8695/10682 [1:13:50<16:17, 2.03it/s]
990
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8696/10682 [1:13:50<16:18, 2.03it/s]
991
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8697/10682 [1:13:51<16:17, 2.03it/s]
992
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8698/10682 [1:13:51<16:16, 2.03it/s]
993
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8699/10682 [1:13:52<16:16, 2.03it/s]
994
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8700/10682 [1:13:52<16:15, 2.03it/s]{'loss': 2.8562, 'grad_norm': 0.2651384770870209, 'learning_rate': 0.0001012724960361826, 'epoch': 11.4}
995
+
996
 
997
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8700/10682 [1:13:52<16:15, 2.03it/s]
998
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8701/10682 [1:13:53<16:16, 2.03it/s]
999
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8702/10682 [1:13:53<16:14, 2.03it/s]
1000
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8703/10682 [1:13:53<16:14, 2.03it/s]
1001
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8704/10682 [1:13:54<16:14, 2.03it/s]
1002
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8705/10682 [1:13:54<16:13, 2.03it/s]
1003
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8706/10682 [1:13:55<16:13, 2.03it/s]
1004
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8707/10682 [1:13:55<16:12, 2.03it/s]
1005
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8708/10682 [1:13:56<16:10, 2.03it/s]
1006
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8709/10682 [1:13:56<16:11, 2.03it/s]
1007
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8710/10682 [1:13:57<16:10, 2.03it/s]
1008
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8711/10682 [1:13:57<16:10, 2.03it/s]
1009
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8712/10682 [1:13:58<16:09, 2.03it/s]
1010
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8713/10682 [1:13:58<16:09, 2.03it/s]
1011
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8714/10682 [1:13:59<16:09, 2.03it/s]
1012
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8715/10682 [1:13:59<16:08, 2.03it/s]
1013
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8716/10682 [1:14:00<16:08, 2.03it/s]
1014
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8717/10682 [1:14:00<16:08, 2.03it/s]
1015
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8718/10682 [1:14:01<16:06, 2.03it/s]
1016
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8719/10682 [1:14:01<16:06, 2.03it/s]
1017
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8720/10682 [1:14:02<16:05, 2.03it/s]
1018
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8721/10682 [1:14:02<16:04, 2.03it/s]
1019
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8722/10682 [1:14:03<16:05, 2.03it/s]
1020
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8723/10682 [1:14:03<16:04, 2.03it/s]
1021
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8724/10682 [1:14:04<16:04, 2.03it/s]
1022
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8725/10682 [1:14:04<16:03, 2.03it/s]{'loss': 2.8428, 'grad_norm': 0.26036229729652405, 'learning_rate': 9.882098000652034e-05, 'epoch': 11.44}
1023
+
1024
 
1025
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8725/10682 [1:14:04<16:03, 2.03it/s]
1026
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8726/10682 [1:14:05<16:04, 2.03it/s]
1027
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8727/10682 [1:14:05<16:03, 2.03it/s]
1028
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8728/10682 [1:14:06<16:02, 2.03it/s]
1029
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8729/10682 [1:14:06<16:03, 2.03it/s]
1030
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8730/10682 [1:14:07<16:02, 2.03it/s]
1031
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8731/10682 [1:14:07<16:01, 2.03it/s]
1032
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8732/10682 [1:14:08<16:01, 2.03it/s]
1033
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8733/10682 [1:14:08<16:00, 2.03it/s]
1034
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8734/10682 [1:14:09<16:00, 2.03it/s]
1035
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8735/10682 [1:14:09<15:59, 2.03it/s]
1036
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8736/10682 [1:14:10<15:59, 2.03it/s]
1037
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8737/10682 [1:14:10<15:58, 2.03it/s]
1038
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8738/10682 [1:14:11<15:57, 2.03it/s]
1039
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8739/10682 [1:14:11<15:57, 2.03it/s]
1040
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8740/10682 [1:14:12<15:56, 2.03it/s]
1041
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8741/10682 [1:14:12<15:55, 2.03it/s]
1042
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8742/10682 [1:14:13<15:55, 2.03it/s]
1043
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8743/10682 [1:14:13<15:55, 2.03it/s]
1044
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8744/10682 [1:14:14<15:55, 2.03it/s]
1045
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8745/10682 [1:14:14<15:53, 2.03it/s]
1046
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8746/10682 [1:14:15<15:53, 2.03it/s]
1047
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8747/10682 [1:14:15<15:53, 2.03it/s]
1048
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8748/10682 [1:14:16<15:52, 2.03it/s]
1049
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8749/10682 [1:14:16<15:52, 2.03it/s]
1050
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8750/10682 [1:14:17<15:51, 2.03it/s]{'loss': 2.8425, 'grad_norm': 0.2622228264808655, 'learning_rate': 9.639624318158335e-05, 'epoch': 11.47}
1051
+
1052
 
1053
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8750/10682 [1:14:17<15:51, 2.03it/s]
1054
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½ | 8751/10682 [1:14:17<15:52, 2.03it/s]
1055
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8752/10682 [1:14:18<15:51, 2.03it/s]
1056
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8753/10682 [1:14:18<15:50, 2.03it/s]
1057
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8754/10682 [1:14:19<15:49, 2.03it/s]
1058
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8755/10682 [1:14:19<15:48, 2.03it/s]
1059
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8756/10682 [1:14:20<15:48, 2.03it/s]
1060
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8757/10682 [1:14:20<15:47, 2.03it/s]
1061
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8758/10682 [1:14:21<15:46, 2.03it/s]
1062
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8759/10682 [1:14:21<15:45, 2.03it/s]
1063
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8760/10682 [1:14:22<15:45, 2.03it/s]
1064
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8761/10682 [1:14:22<15:44, 2.03it/s]
1065
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8762/10682 [1:14:23<15:45, 2.03it/s]
1066
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8763/10682 [1:14:23<15:44, 2.03it/s]
1067
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8764/10682 [1:14:24<15:44, 2.03it/s]
1068
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8765/10682 [1:14:24<15:44, 2.03it/s]
1069
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8766/10682 [1:14:25<15:43, 2.03it/s]
1070
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8767/10682 [1:14:25<15:43, 2.03it/s]
1071
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8768/10682 [1:14:25<15:42, 2.03it/s]
1072
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8769/10682 [1:14:26<15:40, 2.03it/s]
1073
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8770/10682 [1:14:26<15:41, 2.03it/s]
1074
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8771/10682 [1:14:27<15:40, 2.03it/s]
1075
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8772/10682 [1:14:27<15:40, 2.03it/s]
1076
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8773/10682 [1:14:28<15:40, 2.03it/s]
1077
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8774/10682 [1:14:28<15:38, 2.03it/s]
1078
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8775/10682 [1:14:29<15:39, 2.03it/s]{'loss': 2.8524, 'grad_norm': 0.26476430892944336, 'learning_rate': 9.399844741560781e-05, 'epoch': 11.5}
1079
 
1080
+
1081
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8775/10682 [1:14:29<15:39, 2.03it/s]
1082
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8776/10682 [1:14:29<15:40, 2.03it/s]
1083
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8777/10682 [1:14:30<15:41, 2.02it/s]
1084
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8778/10682 [1:14:30<15:38, 2.03it/s]
1085
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8779/10682 [1:14:31<15:38, 2.03it/s]
1086
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8780/10682 [1:14:31<15:38, 2.03it/s]
1087
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8781/10682 [1:14:32<15:36, 2.03it/s]
1088
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8782/10682 [1:14:32<15:36, 2.03it/s]
1089
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8783/10682 [1:14:33<15:35, 2.03it/s]
1090
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8784/10682 [1:14:33<15:33, 2.03it/s]
1091
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8785/10682 [1:14:34<15:34, 2.03it/s]
1092
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8786/10682 [1:14:34<15:33, 2.03it/s]
1093
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8787/10682 [1:14:35<15:33, 2.03it/s]
1094
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8788/10682 [1:14:35<15:34, 2.03it/s]
1095
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8789/10682 [1:14:36<15:33, 2.03it/s]
1096
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8790/10682 [1:14:36<15:33, 2.03it/s]
1097
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8791/10682 [1:14:37<15:32, 2.03it/s]
1098
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8792/10682 [1:14:37<15:31, 2.03it/s]
1099
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8793/10682 [1:14:38<15:31, 2.03it/s]
1100
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8794/10682 [1:14:38<15:30, 2.03it/s]
1101
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8795/10682 [1:14:39<15:29, 2.03it/s]
1102
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8796/10682 [1:14:39<15:29, 2.03it/s]
1103
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8797/10682 [1:14:40<15:28, 2.03it/s]
1104
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8798/10682 [1:14:40<15:26, 2.03it/s]
1105
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8799/10682 [1:14:41<15:27, 2.03it/s]
1106
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8800/10682 [1:14:41<15:27, 2.03it/s]{'loss': 2.8376, 'grad_norm': 0.25995054841041565, 'learning_rate': 9.162775276448015e-05, 'epoch': 11.53}
1107
+
1108
 
1109
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8800/10682 [1:14:41<15:27, 2.03it/s]
1110
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8801/10682 [1:14:42<15:28, 2.03it/s]
1111
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8802/10682 [1:14:42<15:26, 2.03it/s]
1112
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8803/10682 [1:14:43<15:24, 2.03it/s]
1113
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8804/10682 [1:14:43<15:23, 2.03it/s]
1114
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8805/10682 [1:14:44<15:23, 2.03it/s]
1115
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8806/10682 [1:14:44<15:23, 2.03it/s]
1116
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8807/10682 [1:14:45<15:22, 2.03it/s]
1117
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8808/10682 [1:14:45<15:22, 2.03it/s]
1118
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8809/10682 [1:14:46<15:22, 2.03it/s]
1119
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8810/10682 [1:14:46<15:21, 2.03it/s]
1120
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8811/10682 [1:14:47<15:21, 2.03it/s]
1121
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8812/10682 [1:14:47<15:21, 2.03it/s]
1122
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8813/10682 [1:14:48<15:20, 2.03it/s]
1123
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8814/10682 [1:14:48<15:20, 2.03it/s]
1124
  83%|οΏ½οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8815/10682 [1:14:49<15:18, 2.03it/s]
1125
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8816/10682 [1:14:49<15:18, 2.03it/s]
1126
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8817/10682 [1:14:50<15:18, 2.03it/s]
1127
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8818/10682 [1:14:50<15:18, 2.03it/s]
1128
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8819/10682 [1:14:51<15:18, 2.03it/s]
1129
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8820/10682 [1:14:51<15:16, 2.03it/s]
1130
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8821/10682 [1:14:52<15:16, 2.03it/s]
1131
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8822/10682 [1:14:52<15:16, 2.03it/s]
1132
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8823/10682 [1:14:53<15:15, 2.03it/s]
1133
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8824/10682 [1:14:53<15:15, 2.03it/s]
1134
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8825/10682 [1:14:54<15:14, 2.03it/s]
1135
 
1136
+
1137
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8825/10682 [1:14:54<15:14, 2.03it/s]
1138
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8826/10682 [1:14:54<15:15, 2.03it/s]
1139
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8827/10682 [1:14:55<15:14, 2.03it/s]
1140
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8828/10682 [1:14:55<15:13, 2.03it/s]
1141
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8829/10682 [1:14:56<16:34, 1.86it/s]
1142
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8830/10682 [1:14:56<16:09, 1.91it/s]
1143
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8831/10682 [1:14:57<15:51, 1.94it/s]
1144
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8832/10682 [1:14:57<15:38, 1.97it/s]
1145
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8833/10682 [1:14:58<15:30, 1.99it/s]
1146
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8834/10682 [1:14:58<15:23, 2.00it/s]
1147
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8835/10682 [1:14:59<15:19, 2.01it/s]
1148
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8836/10682 [1:14:59<15:15, 2.02it/s]
1149
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8837/10682 [1:15:00<15:13, 2.02it/s]
1150
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8838/10682 [1:15:00<15:11, 2.02it/s]
1151
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8839/10682 [1:15:01<15:09, 2.03it/s]
1152
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8840/10682 [1:15:01<15:09, 2.03it/s]
1153
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8841/10682 [1:15:02<15:07, 2.03it/s]
1154
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8842/10682 [1:15:02<15:06, 2.03it/s]
1155
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8843/10682 [1:15:03<15:06, 2.03it/s]
1156
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8844/10682 [1:15:03<15:05, 2.03it/s]
1157
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8845/10682 [1:15:04<15:05, 2.03it/s]
1158
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8846/10682 [1:15:04<15:04, 2.03it/s]
1159
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8847/10682 [1:15:05<15:04, 2.03it/s]
1160
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8848/10682 [1:15:05<15:03, 2.03it/s]
1161
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8849/10682 [1:15:06<15:02, 2.03it/s]
1162
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8850/10682 [1:15:06<15:02, 2.03it/s]{'loss': 2.8552, 'grad_norm': 0.2628968060016632, 'learning_rate': 8.6968297974584e-05, 'epoch': 11.6}
1163
 
1164
+
1165
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8850/10682 [1:15:06<15:02, 2.03it/s]
1166
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8851/10682 [1:15:07<15:03, 2.03it/s]
1167
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8852/10682 [1:15:07<15:02, 2.03it/s]
1168
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8853/10682 [1:15:08<15:01, 2.03it/s]
1169
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8854/10682 [1:15:08<15:01, 2.03it/s]
1170
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8855/10682 [1:15:09<15:01, 2.03it/s]
1171
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8856/10682 [1:15:09<15:00, 2.03it/s]
1172
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8857/10682 [1:15:09<15:01, 2.03it/s]
1173
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8858/10682 [1:15:10<14:59, 2.03it/s]
1174
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8859/10682 [1:15:10<14:58, 2.03it/s]
1175
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8860/10682 [1:15:11<14:58, 2.03it/s]
1176
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8861/10682 [1:15:11<14:57, 2.03it/s]
1177
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8862/10682 [1:15:12<14:56, 2.03it/s]
1178
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8863/10682 [1:15:12<14:56, 2.03it/s]
1179
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8864/10682 [1:15:13<14:55, 2.03it/s]
1180
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8865/10682 [1:15:13<14:55, 2.03it/s]
1181
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8866/10682 [1:15:14<14:54, 2.03it/s]
1182
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8867/10682 [1:15:14<14:53, 2.03it/s]
1183
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8868/10682 [1:15:15<14:53, 2.03it/s]
1184
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8869/10682 [1:15:15<14:51, 2.03it/s]
1185
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8870/10682 [1:15:16<14:52, 2.03it/s]
1186
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8871/10682 [1:15:16<14:51, 2.03it/s]
1187
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8872/10682 [1:15:17<14:51, 2.03it/s]
1188
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8873/10682 [1:15:17<14:50, 2.03it/s]
1189
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8874/10682 [1:15:18<14:49, 2.03it/s]
1190
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8875/10682 [1:15:18<14:50, 2.03it/s]
1191
  {'loss': 2.8535, 'grad_norm': 0.2602517902851105, 'learning_rate': 8.467984886028967e-05, 'epoch': 11.63}
1192
+
1193
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8875/10682 [1:15:18<14:50, 2.03it/s]
1194
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8876/10682 [1:15:19<14:50, 2.03it/s]
1195
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8877/10682 [1:15:19<14:50, 2.03it/s]
1196
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8878/10682 [1:15:20<14:49, 2.03it/s]
1197
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8879/10682 [1:15:20<14:47, 2.03it/s]
1198
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8880/10682 [1:15:21<14:47, 2.03it/s]
1199
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8881/10682 [1:15:21<14:46, 2.03it/s]
1200
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8882/10682 [1:15:22<14:46, 2.03it/s]
1201
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8883/10682 [1:15:22<14:45, 2.03it/s]
1202
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8884/10682 [1:15:23<14:44, 2.03it/s]
1203
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8885/10682 [1:15:23<14:45, 2.03it/s]
1204
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8886/10682 [1:15:24<14:43, 2.03it/s]
1205
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8887/10682 [1:15:24<14:43, 2.03it/s]
1206
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8888/10682 [1:15:25<14:43, 2.03it/s]
1207
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8889/10682 [1:15:25<14:42, 2.03it/s]
1208
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8890/10682 [1:15:26<14:42, 2.03it/s]
1209
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8891/10682 [1:15:26<14:41, 2.03it/s]
1210
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8892/10682 [1:15:27<14:41, 2.03it/s]
1211
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8893/10682 [1:15:27<14:41, 2.03it/s]
1212
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8894/10682 [1:15:28<14:40, 2.03it/s]
1213
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8895/10682 [1:15:28<14:40, 2.03it/s]
1214
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8896/10682 [1:15:29<14:38, 2.03it/s]
1215
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8897/10682 [1:15:29<14:38, 2.03it/s]
1216
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8898/10682 [1:15:30<14:38, 2.03it/s]
1217
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8899/10682 [1:15:30<14:37, 2.03it/s]
1218
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8900/10682 [1:15:31<14:37, 2.03it/s]{'loss': 2.8613, 'grad_norm': 0.264787495136261, 'learning_rate': 8.24191228890303e-05, 'epoch': 11.66}
1219
+
1220
 
1221
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8900/10682 [1:15:31<14:37, 2.03it/s]
1222
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8901/10682 [1:15:31<14:37, 2.03it/s]
1223
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8902/10682 [1:15:32<14:36, 2.03it/s]
1224
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8903/10682 [1:15:32<14:35, 2.03it/s]
1225
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8904/10682 [1:15:33<14:34, 2.03it/s]
1226
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8905/10682 [1:15:33<14:34, 2.03it/s]
1227
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8906/10682 [1:15:34<14:34, 2.03it/s]
1228
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8907/10682 [1:15:34<14:33, 2.03it/s]
1229
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8908/10682 [1:15:35<14:32, 2.03it/s]
1230
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8909/10682 [1:15:35<14:32, 2.03it/s]
1231
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8910/10682 [1:15:36<14:31, 2.03it/s]
1232
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8911/10682 [1:15:36<14:31, 2.03it/s]
1233
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8912/10682 [1:15:37<14:30, 2.03it/s]
1234
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8913/10682 [1:15:37<14:30, 2.03it/s]
1235
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8914/10682 [1:15:38<14:29, 2.03it/s]
1236
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8915/10682 [1:15:38<14:29, 2.03it/s]
1237
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8916/10682 [1:15:39<14:28, 2.03it/s]
1238
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8917/10682 [1:15:39<14:28, 2.03it/s]
1239
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8918/10682 [1:15:40<14:26, 2.03it/s]
1240
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8919/10682 [1:15:40<14:27, 2.03it/s]
1241
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8920/10682 [1:15:41<14:27, 2.03it/s]
1242
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8921/10682 [1:15:41<14:26, 2.03it/s]
1243
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8922/10682 [1:15:41<14:25, 2.03it/s]
1244
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8923/10682 [1:15:42<14:25, 2.03it/s]
1245
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8924/10682 [1:15:42<14:24, 2.03it/s]
1246
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8925/10682 [1:15:43<14:24, 2.03it/s]{'loss': 2.8574, 'grad_norm': 0.26087984442710876, 'learning_rate': 8.018627096711106e-05, 'epoch': 11.7}
1247
 
1248
+
1249
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8925/10682 [1:15:43<14:24, 2.03it/s]
1250
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8926/10682 [1:15:43<14:25, 2.03it/s]
1251
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8927/10682 [1:15:44<14:24, 2.03it/s]
1252
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8928/10682 [1:15:44<14:25, 2.03it/s]
1253
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8929/10682 [1:15:45<14:24, 2.03it/s]
1254
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8930/10682 [1:15:45<14:23, 2.03it/s]
1255
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8931/10682 [1:15:46<14:23, 2.03it/s]
1256
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8932/10682 [1:15:47<15:39, 1.86it/s]
1257
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8933/10682 [1:15:47<15:15, 1.91it/s]
1258
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8934/10682 [1:15:48<14:58, 1.95it/s]
1259
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8935/10682 [1:15:48<14:46, 1.97it/s]
1260
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8936/10682 [1:15:49<14:38, 1.99it/s]
1261
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8937/10682 [1:15:49<14:32, 2.00it/s]
1262
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8938/10682 [1:15:50<14:27, 2.01it/s]
1263
  84%|β–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½β–ˆβ–ˆβ–ˆβ–Ž | 8939/10682 [1:15:50<14:24, 2.02it/s]
1264
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8940/10682 [1:15:51<14:22, 2.02it/s]
1265
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8941/10682 [1:15:51<14:20, 2.02it/s]
1266
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8942/10682 [1:15:51<14:19, 2.03it/s]
1267
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8943/10682 [1:15:52<14:17, 2.03it/s]
1268
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8944/10682 [1:15:52<14:16, 2.03it/s]
1269
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8945/10682 [1:15:53<14:15, 2.03it/s]
1270
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 8946/10682 [1:15:53<14:15, 2.03it/s]
1271
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8947/10682 [1:15:54<14:14, 2.03it/s]
1272
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8948/10682 [1:15:54<14:13, 2.03it/s]
1273
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8949/10682 [1:15:55<14:13, 2.03it/s]
1274
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8950/10682 [1:15:55<14:12, 2.03it/s]{'loss': 2.8577, 'grad_norm': 0.2632240951061249, 'learning_rate': 7.798144214020909e-05, 'epoch': 11.73}
1275
 
1276
+
1277
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8950/10682 [1:15:55<14:12, 2.03it/s]
1278
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8951/10682 [1:15:56<14:14, 2.03it/s]
1279
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8952/10682 [1:15:56<14:12, 2.03it/s]
1280
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8953/10682 [1:15:57<14:12, 2.03it/s]
1281
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8954/10682 [1:15:57<14:11, 2.03it/s]
1282
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8955/10682 [1:15:58<14:10, 2.03it/s]
1283
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8956/10682 [1:15:58<14:10, 2.03it/s]
1284
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8957/10682 [1:15:59<14:10, 2.03it/s]
1285
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8958/10682 [1:15:59<14:07, 2.03it/s]
1286
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8959/10682 [1:16:00<14:07, 2.03it/s]
1287
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8960/10682 [1:16:00<14:08, 2.03it/s]
1288
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8961/10682 [1:16:01<14:08, 2.03it/s]
1289
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8962/10682 [1:16:01<14:07, 2.03it/s]
1290
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8963/10682 [1:16:02<14:07, 2.03it/s]
1291
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8964/10682 [1:16:02<14:06, 2.03it/s]
1292
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8965/10682 [1:16:03<14:05, 2.03it/s]
1293
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8966/10682 [1:16:03<14:05, 2.03it/s]
1294
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8967/10682 [1:16:04<14:05, 2.03it/s]
1295
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8968/10682 [1:16:04<14:05, 2.03it/s]
1296
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8969/10682 [1:16:05<14:04, 2.03it/s]
1297
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8970/10682 [1:16:05<14:03, 2.03it/s]
1298
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8971/10682 [1:16:06<14:03, 2.03it/s]
1299
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8972/10682 [1:16:06<14:02, 2.03it/s]
1300
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8973/10682 [1:16:07<14:02, 2.03it/s]
1301
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8974/10682 [1:16:07<14:01, 2.03it/s]
1302
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8975/10682 [1:16:08<14:00, 2.03it/s]
1303
 
1304
+
1305
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8975/10682 [1:16:08<14:00, 2.03it/s]
1306
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8976/10682 [1:16:08<14:00, 2.03it/s]
1307
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8977/10682 [1:16:09<13:59, 2.03it/s]
1308
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8978/10682 [1:16:09<13:59, 2.03it/s]
1309
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8979/10682 [1:16:10<13:58, 2.03it/s]
1310
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8980/10682 [1:16:10<13:58, 2.03it/s]
1311
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8981/10682 [1:16:11<13:57, 2.03it/s]
1312
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8982/10682 [1:16:11<13:57, 2.03it/s]
1313
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8983/10682 [1:16:12<13:57, 2.03it/s]
1314
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8984/10682 [1:16:12<13:56, 2.03it/s]
1315
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8985/10682 [1:16:13<13:56, 2.03it/s]
1316
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8986/10682 [1:16:13<13:55, 2.03it/s]
1317
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8987/10682 [1:16:14<13:54, 2.03it/s]
1318
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8988/10682 [1:16:14<13:55, 2.03it/s]
1319
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8989/10682 [1:16:15<13:53, 2.03it/s]
1320
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8990/10682 [1:16:15<13:52, 2.03it/s]
1321
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8991/10682 [1:16:16<13:53, 2.03it/s]
1322
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8992/10682 [1:16:16<13:52, 2.03it/s]
1323
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8993/10682 [1:16:17<13:52, 2.03it/s]
1324
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8994/10682 [1:16:17<13:51, 2.03it/s]
1325
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8995/10682 [1:16:18<13:50, 2.03it/s]
1326
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8996/10682 [1:16:18<13:51, 2.03it/s]
1327
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8997/10682 [1:16:19<13:49, 2.03it/s]
1328
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8998/10682 [1:16:19<13:48, 2.03it/s]
1329
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8999/10682 [1:16:20<13:48, 2.03it/s]
1330
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9000/10682 [1:16:20<13:47, 2.03it/s]
1331
  {'loss': 2.8481, 'grad_norm': 0.2617539167404175, 'learning_rate': 7.365644059145782e-05, 'epoch': 11.8}
1332
+
1333
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9000/10682 [1:16:20<13:47, 2.03it/s]
1334
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9001/10682 [1:16:21<13:48, 2.03it/s]
1335
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9002/10682 [1:16:21<13:47, 2.03it/s]
1336
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9003/10682 [1:16:22<13:47, 2.03it/s]
1337
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9004/10682 [1:16:22<13:47, 2.03it/s]
1338
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9005/10682 [1:16:23<13:46, 2.03it/s]
1339
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9006/10682 [1:16:23<13:46, 2.03it/s]
1340
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9007/10682 [1:16:24<13:44, 2.03it/s]
1341
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9008/10682 [1:16:24<13:44, 2.03it/s]
1342
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9009/10682 [1:16:24<13:43, 2.03it/s]
1343
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9010/10682 [1:16:25<13:42, 2.03it/s]
1344
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9011/10682 [1:16:25<13:42, 2.03it/s]
1345
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9012/10682 [1:16:26<13:42, 2.03it/s]
1346
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9013/10682 [1:16:26<13:41, 2.03it/s]
1347
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9014/10682 [1:16:27<13:41, 2.03it/s]
1348
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9015/10682 [1:16:27<13:40, 2.03it/s]
1349
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9016/10682 [1:16:28<13:40, 2.03it/s]
1350
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9017/10682 [1:16:28<13:39, 2.03it/s]
1351
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9018/10682 [1:16:29<13:38, 2.03it/s]
1352
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9019/10682 [1:16:29<13:39, 2.03it/s]
1353
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9020/10682 [1:16:30<13:38, 2.03it/s]
1354
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9021/10682 [1:16:30<13:37, 2.03it/s]
1355
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9022/10682 [1:16:31<13:37, 2.03it/s]
1356
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9023/10682 [1:16:31<13:36, 2.03it/s]
1357
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9024/10682 [1:16:32<13:36, 2.03it/s]
1358
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9025/10682 [1:16:32<13:36, 2.03it/s]{'loss': 2.8558, 'grad_norm': 0.26141008734703064, 'learning_rate': 7.153655656890773e-05, 'epoch': 11.83}
1359
+
1360
 
1361
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9025/10682 [1:16:32<13:36, 2.03it/s]
1362
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9026/10682 [1:16:33<13:37, 2.03it/s]
1363
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9027/10682 [1:16:33<13:36, 2.03it/s]
1364
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9028/10682 [1:16:34<13:36, 2.02it/s]
1365
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9029/10682 [1:16:34<13:35, 2.03it/s]
1366
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9030/10682 [1:16:35<13:34, 2.03it/s]
1367
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9031/10682 [1:16:35<13:33, 2.03it/s]
1368
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9032/10682 [1:16:36<13:32, 2.03it/s]
1369
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9033/10682 [1:16:36<13:32, 2.03it/s]
1370
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9034/10682 [1:16:37<13:31, 2.03it/s]
1371
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9035/10682 [1:16:37<13:31, 2.03it/s]
1372
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9036/10682 [1:16:38<13:32, 2.03it/s]
1373
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9037/10682 [1:16:38<13:30, 2.03it/s]
1374
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9038/10682 [1:16:39<13:30, 2.03it/s]
1375
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9039/10682 [1:16:39<13:29, 2.03it/s]
1376
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9040/10682 [1:16:40<13:29, 2.03it/s]
1377
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9041/10682 [1:16:40<13:28, 2.03it/s]
1378
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9042/10682 [1:16:41<13:27, 2.03it/s]
1379
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9043/10682 [1:16:41<13:27, 2.03it/s]
1380
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9044/10682 [1:16:42<13:27, 2.03it/s]
1381
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9045/10682 [1:16:42<13:26, 2.03it/s]
1382
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9046/10682 [1:16:43<13:25, 2.03it/s]
1383
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9047/10682 [1:16:43<13:25, 2.03it/s]
1384
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9048/10682 [1:16:44<13:26, 2.03it/s]
1385
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9049/10682 [1:16:44<13:24, 2.03it/s]
1386
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9050/10682 [1:16:45<13:24, 2.03it/s]{'loss': 2.8601, 'grad_norm': 0.2692682147026062, 'learning_rate': 6.94452730207023e-05, 'epoch': 11.86}
1387
 
1388
+
1389
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9050/10682 [1:16:45<13:24, 2.03it/s]
1390
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9051/10682 [1:16:45<13:24, 2.03it/s]
1391
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9052/10682 [1:16:46<13:24, 2.03it/s]
1392
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9053/10682 [1:16:46<13:23, 2.03it/s]
1393
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9054/10682 [1:16:47<13:21, 2.03it/s]
1394
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9055/10682 [1:16:47<13:22, 2.03it/s]
1395
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9056/10682 [1:16:48<13:21, 2.03it/s]
1396
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9057/10682 [1:16:48<13:20, 2.03it/s]
1397
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9058/10682 [1:16:49<13:20, 2.03it/s]
1398
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9059/10682 [1:16:49<13:19, 2.03it/s]
1399
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9060/10682 [1:16:50<13:18, 2.03it/s]
1400
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9061/10682 [1:16:50<13:19, 2.03it/s]
1401
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9062/10682 [1:16:51<13:18, 2.03it/s]
1402
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½β– | 9063/10682 [1:16:51<13:17, 2.03it/s]
1403
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9064/10682 [1:16:52<13:18, 2.03it/s]
1404
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9065/10682 [1:16:52<13:17, 2.03it/s]
1405
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9066/10682 [1:16:53<13:17, 2.03it/s]
1406
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9067/10682 [1:16:53<13:16, 2.03it/s]
1407
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9068/10682 [1:16:54<13:15, 2.03it/s]
1408
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9069/10682 [1:16:54<13:15, 2.03it/s]
1409
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9070/10682 [1:16:55<13:14, 2.03it/s]
1410
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9071/10682 [1:16:55<13:13, 2.03it/s]
1411
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9072/10682 [1:16:56<13:14, 2.03it/s]
1412
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9073/10682 [1:16:56<13:13, 2.03it/s]
1413
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9074/10682 [1:16:57<13:12, 2.03it/s]
1414
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9075/10682 [1:16:57<13:11, 2.03it/s]
1415
  {'loss': 2.8627, 'grad_norm': 0.2634871006011963, 'learning_rate': 6.738272954265156e-05, 'epoch': 11.89}
1416
+
1417
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9075/10682 [1:16:57<13:11, 2.03it/s]
1418
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9076/10682 [1:16:58<13:12, 2.03it/s]
1419
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9077/10682 [1:16:58<13:11, 2.03it/s]
1420
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9078/10682 [1:16:59<13:10, 2.03it/s]
1421
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 9079/10682 [1:16:59<13:09, 2.03it/s]
1422
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9080/10682 [1:16:59<13:09, 2.03it/s]
1423
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9081/10682 [1:17:00<13:09, 2.03it/s]
1424
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9082/10682 [1:17:00<13:07, 2.03it/s]
1425
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9083/10682 [1:17:01<13:06, 2.03it/s]
1426
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9084/10682 [1:17:01<13:07, 2.03it/s]
1427
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9085/10682 [1:17:02<13:05, 2.03it/s]
1428
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9086/10682 [1:17:02<13:05, 2.03it/s]
1429
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9087/10682 [1:17:03<13:05, 2.03it/s]
1430
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9088/10682 [1:17:03<13:04, 2.03it/s]
1431
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9089/10682 [1:17:04<13:04, 2.03it/s]
1432
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9090/10682 [1:17:04<13:03, 2.03it/s]
1433
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9091/10682 [1:17:05<13:03, 2.03it/s]
1434
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9092/10682 [1:17:05<13:02, 2.03it/s]
1435
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9093/10682 [1:17:06<13:01, 2.03it/s]
1436
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9094/10682 [1:17:06<13:02, 2.03it/s]
1437
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9095/10682 [1:17:07<13:00, 2.03it/s]
1438
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9096/10682 [1:17:07<13:01, 2.03it/s]
1439
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9097/10682 [1:17:08<13:00, 2.03it/s]
1440
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9098/10682 [1:17:08<12:59, 2.03it/s]
1441
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9099/10682 [1:17:09<12:59, 2.03it/s]
1442
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9100/10682 [1:17:09<12:58, 2.03it/s]{'loss': 2.8535, 'grad_norm': 0.26476970314979553, 'learning_rate': 6.534906381212979e-05, 'epoch': 11.93}
1443
+
1444
 
1445
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9100/10682 [1:17:09<12:58, 2.03it/s]
1446
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9101/10682 [1:17:10<13:00, 2.03it/s]
1447
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9102/10682 [1:17:10<12:58, 2.03it/s]
1448
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9103/10682 [1:17:11<12:58, 2.03it/s]
1449
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9104/10682 [1:17:11<12:57, 2.03it/s]
1450
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9105/10682 [1:17:12<12:56, 2.03it/s]
1451
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9106/10682 [1:17:12<12:56, 2.03it/s]
1452
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9107/10682 [1:17:13<12:55, 2.03it/s]
1453
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9108/10682 [1:17:13<12:54, 2.03it/s]
1454
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9109/10682 [1:17:14<12:54, 2.03it/s]
1455
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9110/10682 [1:17:14<12:54, 2.03it/s]
1456
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9111/10682 [1:17:15<12:53, 2.03it/s]
1457
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9112/10682 [1:17:15<12:53, 2.03it/s]
1458
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9113/10682 [1:17:16<12:52, 2.03it/s]
1459
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9114/10682 [1:17:16<12:52, 2.03it/s]
1460
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9115/10682 [1:17:17<12:52, 2.03it/s]
1461
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9116/10682 [1:17:17<12:52, 2.03it/s]
1462
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9117/10682 [1:17:18<12:51, 2.03it/s]
1463
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9118/10682 [1:17:18<12:51, 2.03it/s]
1464
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9119/10682 [1:17:19<12:50, 2.03it/s]
1465
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9120/10682 [1:17:19<12:49, 2.03it/s]
1466
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9121/10682 [1:17:20<12:49, 2.03it/s]
1467
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9122/10682 [1:17:20<12:48, 2.03it/s]
1468
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9123/10682 [1:17:21<12:48, 2.03it/s]
1469
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9124/10682 [1:17:21<12:47, 2.03it/s]
1470
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9125/10682 [1:17:22<12:47, 2.03it/s]{'loss': 2.8536, 'grad_norm': 0.26291805505752563, 'learning_rate': 6.334441157888504e-05, 'epoch': 11.96}
1471
+
1472
 
1473
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9125/10682 [1:17:22<12:47, 2.03it/s]
1474
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9126/10682 [1:17:22<12:47, 2.03it/s]
1475
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9127/10682 [1:17:23<12:46, 2.03it/s]
1476
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9128/10682 [1:17:23<12:45, 2.03it/s]
1477
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9129/10682 [1:17:24<12:45, 2.03it/s]
1478
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9130/10682 [1:17:24<12:44, 2.03it/s]
1479
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9131/10682 [1:17:25<12:44, 2.03it/s]
1480
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9132/10682 [1:17:25<12:43, 2.03it/s]
1481
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9133/10682 [1:17:26<12:43, 2.03it/s]
1482
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9134/10682 [1:17:26<12:42, 2.03it/s]
1483
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9135/10682 [1:17:27<12:41, 2.03it/s]
1484
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9136/10682 [1:17:27<12:41, 2.03it/s]
1485
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9137/10682 [1:17:28<12:40, 2.03it/s]
1486
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9138/10682 [1:17:28<12:40, 2.03it/s]
1487
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9139/10682 [1:17:29<12:40, 2.03it/s]
1488
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9140/10682 [1:17:29<12:38, 2.03it/s]
1489
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9141/10682 [1:17:30<12:38, 2.03it/s]
1490
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9142/10682 [1:17:30<12:38, 2.03it/s]
1491
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9143/10682 [1:17:31<12:37, 2.03it/s]
1492
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9144/10682 [1:17:31<12:37, 2.03it/s]
1493
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9145/10682 [1:17:32<12:36, 2.03it/s]
1494
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9146/10682 [1:17:32<12:35, 2.03it/s]
1495
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9147/10682 [1:17:32<12:36, 2.03it/s]
1496
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9148/10682 [1:17:33<12:35, 2.03it/s]
1497
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9149/10682 [1:17:33<12:35, 2.03it/s]
1498
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9150/10682 [1:17:34<12:34, 2.03it/s]{'loss': 2.8583, 'grad_norm': 0.2615031898021698, 'learning_rate': 6.1368906655978e-05, 'epoch': 11.99}
1499
 
1500
+
1501
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9150/10682 [1:17:34<12:34, 2.03it/s]
1502
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9151/10682 [1:17:34<12:35, 2.03it/s]
1503
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9152/10682 [1:17:35<12:34, 2.03it/s]
1504
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9153/10682 [1:17:35<12:33, 2.03it/s]
1505
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9154/10682 [1:17:36<12:33, 2.03it/s]
1506
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9155/10682 [1:17:36<12:32, 2.03it/s]
1507
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9156/10682 [1:17:37<12:25, 2.05it/s]
1508
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9157/10682 [1:17:52<2:01:47, 4.79s/it]
1509
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9158/10682 [1:17:52<1:29:01, 3.50s/it]
1510
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9159/10682 [1:17:53<1:06:01, 2.60s/it]
1511
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9160/10682 [1:17:53<50:00, 1.97s/it]
1512
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9161/10682 [1:17:54<38:43, 1.53s/it]
1513
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9162/10682 [1:17:54<30:50, 1.22s/it]
1514
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9163/10682 [1:17:55<25:20, 1.00s/it]
1515
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9164/10682 [1:17:55<21:28, 1.18it/s]
1516
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9165/10682 [1:17:56<18:44, 1.35it/s]
1517
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9166/10682 [1:17:56<16:50, 1.50it/s]
1518
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9167/10682 [1:17:57<15:32, 1.63it/s]
1519
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9168/10682 [1:17:57<14:35, 1.73it/s]
1520
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9169/10682 [1:17:58<13:55, 1.81it/s]
1521
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9170/10682 [1:17:58<13:28, 1.87it/s]
1522
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9171/10682 [1:17:59<13:07, 1.92it/s]
1523
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9172/10682 [1:17:59<12:54, 1.95it/s]
1524
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9173/10682 [1:18:00<12:45, 1.97it/s]
1525
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9174/10682 [1:18:00<12:38, 1.99it/s]
1526
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9175/10682 [1:18:01<12:32, 2.00it/s]
1527
 
1528
+
1529
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9175/10682 [1:18:01<12:32, 2.00it/s]
1530
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9176/10682 [1:18:01<12:30, 2.01it/s]
1531
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9177/10682 [1:18:02<12:26, 2.01it/s]
1532
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9178/10682 [1:18:02<12:24, 2.02it/s]
1533
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9179/10682 [1:18:03<12:23, 2.02it/s]
1534
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9180/10682 [1:18:03<12:22, 2.02it/s]
1535
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9181/10682 [1:18:04<12:21, 2.02it/s]
1536
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9182/10682 [1:18:04<12:20, 2.03it/s]
1537
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9183/10682 [1:18:05<12:19, 2.03it/s]
1538
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9184/10682 [1:18:05<12:19, 2.03it/s]
1539
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9185/10682 [1:18:06<12:19, 2.03it/s]
1540
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9186/10682 [1:18:06<12:17, 2.03it/s]
1541
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9187/10682 [1:18:07<12:15, 2.03it/s]
1542
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9188/10682 [1:18:07<12:15, 2.03it/s]