Tristan commited on
Commit
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1 Parent(s): 98018f3

Training in progress, epoch 14

Browse files
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  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:33:52<06:46, 1.99it/s]
505
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9876/10682 [1:33:52<06:45, 1.99it/s]
506
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9877/10682 [1:33:53<06:43, 1.99it/s]
507
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9878/10682 [1:33:53<06:43, 1.99it/s]
508
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9879/10682 [1:33:54<06:43, 1.99it/s]
509
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9880/10682 [1:33:54<06:43, 1.99it/s]
510
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9881/10682 [1:33:55<06:43, 1.99it/s]
511
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9882/10682 [1:33:55<06:42, 1.99it/s]
512
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9883/10682 [1:33:56<06:41, 1.99it/s]
513
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9884/10682 [1:33:56<06:40, 1.99it/s]
514
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9885/10682 [1:33:57<06:40, 1.99it/s]
515
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9886/10682 [1:33:57<06:39, 1.99it/s]
516
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9887/10682 [1:33:58<06:39, 1.99it/s]
517
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9888/10682 [1:33:58<06:39, 1.99it/s]
518
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9889/10682 [1:33:59<06:38, 1.99it/s]
519
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9890/10682 [1:33:59<06:38, 1.99it/s]
520
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9891/10682 [1:34:00<06:37, 1.99it/s]
521
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9892/10682 [1:34:00<06:36, 1.99it/s]
522
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9893/10682 [1:34:01<06:36, 1.99it/s]
523
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9894/10682 [1:34:01<06:36, 1.99it/s]
524
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9895/10682 [1:34:02<06:35, 1.99it/s]
525
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9896/10682 [1:34:02<06:34, 1.99it/s]
526
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9897/10682 [1:34:03<06:34, 1.99it/s]
527
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9898/10682 [1:34:03<06:34, 1.99it/s]
528
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9899/10682 [1:34:04<06:33, 1.99it/s]
529
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:34:04<06:32, 1.99it/s]{'loss': 3.1411, 'grad_norm': 0.2500966787338257, 'learning_rate': 1.6239414036870183e-05, 'epoch': 12.98}
530
 
531
 
532
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:34:04<06:32, 1.99it/s]
533
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9901/10682 [1:34:05<06:32, 1.99it/s]
534
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9902/10682 [1:34:05<06:31, 1.99it/s]
535
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9903/10682 [1:34:06<06:31, 1.99it/s]
536
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9904/10682 [1:34:06<06:31, 1.99it/s]
537
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9905/10682 [1:34:07<06:29, 1.99it/s]
538
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9906/10682 [1:34:07<06:28, 2.00it/s]
539
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9907/10682 [1:34:08<06:28, 1.99it/s]
540
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9908/10682 [1:34:08<06:28, 1.99it/s]
541
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9909/10682 [1:34:09<06:27, 1.99it/s]
542
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9910/10682 [1:34:09<06:27, 1.99it/s]
543
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9911/10682 [1:34:10<06:26, 2.00it/s]
544
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9912/10682 [1:34:10<06:25, 2.00it/s]
545
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9913/10682 [1:34:11<06:25, 1.99it/s]
546
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9914/10682 [1:34:11<06:25, 1.99it/s]
547
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9915/10682 [1:34:12<06:24, 2.00it/s]
548
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9916/10682 [1:34:12<06:23, 2.00it/s]
549
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9917/10682 [1:34:13<06:22, 2.00it/s]
550
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9918/10682 [1:34:13<06:22, 2.00it/s]
551
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9919/10682 [1:34:14<06:17, 2.02it/s]
552
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9920/10682 [1:35:44<5:47:38, 27.37s/it]
553
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9921/10682 [1:35:44<4:04:56, 19.31s/it]
554
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9922/10682 [1:35:45<2:53:07, 13.67s/it]
555
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9923/10682 [1:35:45<2:02:58, 9.72s/it]
556
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9924/10682 [1:35:46<1:27:51, 6.96s/it]
557
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:35:46<1:03:19, 5.02s/it]{'loss': 3.1493, 'grad_norm': 0.24704374372959137, 'learning_rate': 1.5222903086944684e-05, 'epoch': 13.01}
558
 
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560
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:35:46<1:03:19, 5.02s/it]
561
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9926/10682 [1:35:47<46:09, 3.66s/it]
562
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9927/10682 [1:35:47<34:09, 2.71s/it]
563
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9928/10682 [1:35:48<25:46, 2.05s/it]
564
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9929/10682 [1:35:48<19:53, 1.59s/it]
565
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9930/10682 [1:35:49<15:47, 1.26s/it]
566
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9931/10682 [1:35:49<12:55, 1.03s/it]
567
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9932/10682 [1:35:50<10:54, 1.15it/s]
568
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9933/10682 [1:35:50<09:30, 1.31it/s]
569
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9934/10682 [1:35:51<08:30, 1.47it/s]
570
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½οΏ½β–ˆβ–Ž| 9935/10682 [1:35:51<07:49, 1.59it/s]
571
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9936/10682 [1:35:52<07:19, 1.70it/s]
572
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9937/10682 [1:35:52<06:58, 1.78it/s]
573
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9938/10682 [1:35:53<06:44, 1.84it/s]
574
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9939/10682 [1:35:53<06:34, 1.88it/s]
575
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9940/10682 [1:35:54<06:27, 1.92it/s]
576
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9941/10682 [1:35:54<06:21, 1.94it/s]
577
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9942/10682 [1:35:55<06:17, 1.96it/s]
578
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9943/10682 [1:35:55<06:15, 1.97it/s]
579
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9944/10682 [1:35:56<06:13, 1.98it/s]
580
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9945/10682 [1:35:56<06:11, 1.98it/s]
581
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9946/10682 [1:35:57<06:09, 1.99it/s]
582
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9947/10682 [1:35:57<06:09, 1.99it/s]
583
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9948/10682 [1:35:58<06:08, 1.99it/s]
584
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9949/10682 [1:35:58<06:07, 2.00it/s]
585
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:35:59<06:06, 2.00it/s]{'loss': 3.1011, 'grad_norm': 0.24837680160999298, 'learning_rate': 1.4238751618640577e-05, 'epoch': 13.04}
586
 
587
-
588
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:35:59<06:06, 2.00it/s]
589
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9951/10682 [1:35:59<06:06, 2.00it/s]
590
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9952/10682 [1:36:00<06:05, 2.00it/s]
591
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9953/10682 [1:36:00<06:05, 2.00it/s]
592
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9954/10682 [1:36:01<06:04, 2.00it/s]
593
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9955/10682 [1:36:01<06:03, 2.00it/s]
594
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9956/10682 [1:36:02<06:03, 2.00it/s]
 
595
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:35:59<06:06, 2.00it/s]
596
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9951/10682 [1:35:59<06:06, 2.00it/s]
597
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9952/10682 [1:36:00<06:05, 2.00it/s]
598
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9953/10682 [1:36:00<06:05, 2.00it/s]
599
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9954/10682 [1:36:01<06:04, 2.00it/s]
600
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9955/10682 [1:36:01<06:03, 2.00it/s]
601
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9956/10682 [1:36:02<06:03, 2.00it/s]
602
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9957/10682 [1:36:02<06:03, 1.99it/s]
603
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9958/10682 [1:36:03<06:02, 2.00it/s]
604
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9959/10682 [1:36:03<06:01, 2.00it/s]
605
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9960/10682 [1:36:04<06:01, 2.00it/s]
606
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9961/10682 [1:36:04<06:01, 2.00it/s]
607
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9962/10682 [1:36:05<06:00, 2.00it/s]
608
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9963/10682 [1:36:05<05:59, 2.00it/s]
609
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9964/10682 [1:36:06<05:59, 2.00it/s]
610
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9965/10682 [1:36:06<05:58, 2.00it/s]
611
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9966/10682 [1:36:07<05:58, 2.00it/s]
612
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9967/10682 [1:36:07<05:57, 2.00it/s]
613
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9968/10682 [1:36:08<05:57, 2.00it/s]
614
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9969/10682 [1:36:08<05:56, 2.00it/s]
615
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9970/10682 [1:36:09<05:56, 2.00it/s]
616
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9971/10682 [1:36:09<05:56, 2.00it/s]
617
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9972/10682 [1:36:10<05:55, 2.00it/s]
618
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9973/10682 [1:36:10<05:54, 2.00it/s]
619
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9974/10682 [1:36:11<05:54, 2.00it/s]
620
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9975/10682 [1:36:11<05:53, 2.00it/s]
621
  {'loss': 3.1115, 'grad_norm': 0.24749550223350525, 'learning_rate': 1.3287025325307511e-05, 'epoch': 13.07}
 
622
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9975/10682 [1:36:11<05:53, 2.00it/s]
623
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9976/10682 [1:36:12<05:53, 2.00it/s]
624
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9977/10682 [1:36:12<05:52, 2.00it/s]
625
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9978/10682 [1:36:13<05:52, 2.00it/s]
626
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9979/10682 [1:36:13<05:51, 2.00it/s]
627
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9980/10682 [1:36:14<05:51, 2.00it/s]
628
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9981/10682 [1:36:14<05:51, 2.00it/s]
629
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9982/10682 [1:36:15<05:50, 2.00it/s]
630
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9983/10682 [1:36:15<05:50, 2.00it/s]
631
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9984/10682 [1:36:16<05:49, 2.00it/s]
632
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9985/10682 [1:36:16<05:48, 2.00it/s]
633
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9986/10682 [1:36:17<05:48, 2.00it/s]
634
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9987/10682 [1:36:17<05:48, 2.00it/s]
635
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9988/10682 [1:36:18<05:48, 1.99it/s]
636
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9989/10682 [1:36:18<05:47, 1.99it/s]
637
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9990/10682 [1:36:19<05:46, 1.99it/s]
638
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9991/10682 [1:36:19<05:45, 2.00it/s]
639
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9992/10682 [1:36:20<05:45, 2.00it/s]
640
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9993/10682 [1:36:20<05:45, 2.00it/s]
641
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9994/10682 [1:36:21<05:45, 1.99it/s]
642
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9995/10682 [1:36:21<05:45, 1.99it/s]
643
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9996/10682 [1:36:22<05:44, 1.99it/s]
644
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9997/10682 [1:36:22<05:43, 2.00it/s]
645
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9998/10682 [1:36:23<05:42, 2.00it/s]
646
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9999/10682 [1:36:23<05:42, 1.99it/s]
647
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10000/10682 [1:36:24<05:42, 1.99it/s]
648
 
 
649
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10000/10682 [1:36:24<05:42, 1.99it/s]
650
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10001/10682 [1:36:24<05:41, 1.99it/s]
651
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10002/10682 [1:36:25<05:40, 2.00it/s]
652
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10003/10682 [1:36:25<05:39, 2.00it/s]
653
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10004/10682 [1:36:26<05:40, 1.99it/s]
654
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10005/10682 [1:36:26<05:39, 1.99it/s]
655
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10006/10682 [1:36:27<05:39, 1.99it/s]
656
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10007/10682 [1:36:27<05:38, 2.00it/s]
657
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10008/10682 [1:36:28<05:37, 2.00it/s]
658
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10009/10682 [1:36:28<05:36, 2.00it/s]
659
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10010/10682 [1:36:29<05:36, 1.99it/s]
660
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10011/10682 [1:36:29<05:36, 2.00it/s]
661
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10012/10682 [1:36:30<05:35, 2.00it/s]
662
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10013/10682 [1:36:30<05:34, 2.00it/s]
663
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10014/10682 [1:36:31<05:34, 2.00it/s]
664
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10015/10682 [1:36:31<05:34, 1.99it/s]
665
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10016/10682 [1:36:32<05:33, 1.99it/s]
666
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10017/10682 [1:36:32<05:32, 2.00it/s]
667
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10018/10682 [1:36:33<05:32, 2.00it/s]
668
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10019/10682 [1:36:33<05:32, 2.00it/s]
669
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10020/10682 [1:36:34<05:31, 1.99it/s]
670
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10021/10682 [1:36:34<05:31, 1.99it/s]
671
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10022/10682 [1:36:35<05:31, 1.99it/s]
672
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10023/10682 [1:36:35<05:30, 1.99it/s]
673
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10024/10682 [1:36:36<05:29, 2.00it/s]
674
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10025/10682 [1:36:36<05:29, 2.00it/s]
675
  {'loss': 3.1075, 'grad_norm': 0.24997055530548096, 'learning_rate': 1.1481100210606388e-05, 'epoch': 13.14}
 
676
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10025/10682 [1:36:36<05:29, 2.00it/s]
677
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10026/10682 [1:36:37<05:29, 1.99it/s]
678
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10027/10682 [1:36:37<05:28, 1.99it/s]
679
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10028/10682 [1:36:38<05:27, 1.99it/s]
680
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10029/10682 [1:36:38<05:26, 2.00it/s]
681
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10030/10682 [1:36:39<05:26, 2.00it/s]
682
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10031/10682 [1:36:39<05:26, 2.00it/s]
683
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10032/10682 [1:36:40<05:25, 1.99it/s]
684
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10033/10682 [1:36:40<05:25, 2.00it/s]
685
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10034/10682 [1:36:41<05:24, 1.99it/s]
686
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10035/10682 [1:36:41<05:24, 1.99it/s]
687
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10036/10682 [1:36:42<05:23, 1.99it/s]
688
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10037/10682 [1:36:42<05:23, 2.00it/s]
689
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10038/10682 [1:36:43<05:22, 2.00it/s]
690
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10039/10682 [1:36:43<05:22, 2.00it/s]
691
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10040/10682 [1:36:44<05:21, 2.00it/s]
692
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10041/10682 [1:36:44<05:20, 2.00it/s]
693
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10042/10682 [1:36:45<05:20, 2.00it/s]
694
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10043/10682 [1:36:45<05:19, 2.00it/s]
695
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10044/10682 [1:36:46<05:19, 2.00it/s]
696
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10045/10682 [1:36:46<05:18, 2.00it/s]
697
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10046/10682 [1:36:47<05:18, 2.00it/s]
698
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10047/10682 [1:36:47<05:17, 2.00it/s]
699
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10048/10682 [1:36:48<05:17, 2.00it/s]
700
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10049/10682 [1:36:48<05:16, 2.00it/s]
701
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10050/10682 [1:36:49<05:16, 2.00it/s]
702
 
 
703
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10050/10682 [1:36:49<05:16, 2.00it/s]
704
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10051/10682 [1:36:49<05:16, 2.00it/s]
705
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10052/10682 [1:36:50<05:15, 2.00it/s]
706
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10053/10682 [1:36:50<05:15, 2.00it/s]
707
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10054/10682 [1:36:51<05:14, 1.99it/s]
708
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10055/10682 [1:36:51<05:14, 1.99it/s]
709
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10056/10682 [1:36:52<05:13, 2.00it/s]
710
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10057/10682 [1:36:52<05:12, 2.00it/s]
711
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10058/10682 [1:36:53<05:13, 1.99it/s]
712
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10059/10682 [1:36:53<05:12, 1.99it/s]
713
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10060/10682 [1:36:54<05:11, 1.99it/s]
714
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10061/10682 [1:36:54<05:10, 2.00it/s]
715
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10062/10682 [1:36:55<05:10, 2.00it/s]
716
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10063/10682 [1:36:55<05:10, 2.00it/s]
717
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10064/10682 [1:36:56<05:10, 1.99it/s]
718
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10065/10682 [1:36:56<05:09, 1.99it/s]
719
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10066/10682 [1:36:57<05:09, 1.99it/s]
720
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10067/10682 [1:36:57<05:08, 1.99it/s]
721
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10068/10682 [1:36:58<05:07, 1.99it/s]
722
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10069/10682 [1:36:58<05:07, 1.99it/s]
723
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10070/10682 [1:36:59<05:06, 1.99it/s]
724
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10071/10682 [1:36:59<05:06, 1.99it/s]
725
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10072/10682 [1:37:00<05:05, 1.99it/s]
726
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10073/10682 [1:37:00<05:05, 2.00it/s]
727
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10074/10682 [1:37:01<05:04, 2.00it/s]
728
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10075/10682 [1:37:01<05:04, 1.99it/s]
729
 
 
730
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10075/10682 [1:37:01<05:04, 1.99it/s]
731
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10076/10682 [1:37:02<05:04, 1.99it/s]
732
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10077/10682 [1:37:02<05:03, 1.99it/s]
733
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10078/10682 [1:37:03<05:02, 1.99it/s]
734
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10079/10682 [1:37:03<05:02, 2.00it/s]
735
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10080/10682 [1:37:04<05:01, 1.99it/s]
736
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10081/10682 [1:37:04<05:01, 1.99it/s]
737
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10082/10682 [1:37:05<05:01, 1.99it/s]
738
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10083/10682 [1:37:05<05:00, 1.99it/s]
739
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10084/10682 [1:37:06<04:59, 1.99it/s]
740
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10085/10682 [1:37:06<04:59, 2.00it/s]
741
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10086/10682 [1:37:07<04:58, 1.99it/s]
742
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10087/10682 [1:37:07<04:58, 1.99it/s]
743
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10088/10682 [1:37:08<04:57, 1.99it/s]
744
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10089/10682 [1:37:08<04:57, 2.00it/s]
745
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10090/10682 [1:37:09<04:56, 2.00it/s]
746
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10091/10682 [1:37:09<04:56, 2.00it/s]
747
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10092/10682 [1:37:10<04:55, 2.00it/s]
748
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10093/10682 [1:37:10<04:54, 2.00it/s]
749
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10094/10682 [1:37:11<04:54, 2.00it/s]
750
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10095/10682 [1:37:11<04:54, 1.99it/s]
751
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10096/10682 [1:37:12<04:53, 2.00it/s]
752
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10097/10682 [1:37:12<04:52, 2.00it/s]
753
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10098/10682 [1:37:13<04:52, 2.00it/s]
754
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10099/10682 [1:37:13<04:51, 2.00it/s]
755
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10100/10682 [1:37:14<04:51, 2.00it/s]
756
 
 
757
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10100/10682 [1:37:14<04:51, 2.00it/s]
758
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10101/10682 [1:37:15<05:15, 1.84it/s]
759
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10102/10682 [1:37:15<05:08, 1.88it/s]
760
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10103/10682 [1:37:16<05:02, 1.92it/s]
761
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10104/10682 [1:37:16<04:57, 1.94it/s]
762
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10105/10682 [1:37:17<04:55, 1.96it/s]
763
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10106/10682 [1:37:17<04:53, 1.97it/s]
764
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10107/10682 [1:37:18<04:51, 1.97it/s]
765
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10108/10682 [1:37:18<04:49, 1.98it/s]
766
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10109/10682 [1:37:19<04:48, 1.99it/s]
767
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10110/10682 [1:37:19<04:47, 1.99it/s]
768
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10111/10682 [1:37:20<04:46, 1.99it/s]
769
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10112/10682 [1:37:20<04:45, 1.99it/s]
770
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10113/10682 [1:37:21<04:45, 1.99it/s]
771
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10114/10682 [1:37:21<04:44, 2.00it/s]
772
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10115/10682 [1:37:22<04:44, 2.00it/s]
773
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10116/10682 [1:37:22<04:43, 1.99it/s]
774
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10117/10682 [1:37:23<04:43, 1.99it/s]
775
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10118/10682 [1:37:23<04:42, 2.00it/s]
776
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10119/10682 [1:37:24<04:42, 2.00it/s]
777
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10120/10682 [1:37:24<04:41, 2.00it/s]
778
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10121/10682 [1:37:25<04:41, 1.99it/s]
779
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10122/10682 [1:37:25<04:41, 1.99it/s]
780
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10123/10682 [1:37:26<04:40, 1.99it/s]
781
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10124/10682 [1:37:26<04:39, 2.00it/s]
782
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10125/10682 [1:37:27<04:39, 2.00it/s]{'loss': 3.1083, 'grad_norm': 0.24928326904773712, 'learning_rate': 8.261001828055447e-06, 'epoch': 13.27}
783
 
 
784
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10125/10682 [1:37:27<04:39, 2.00it/s]
785
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10126/10682 [1:37:27<04:38, 1.99it/s]
786
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10127/10682 [1:37:28<04:38, 1.99it/s]
787
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10128/10682 [1:37:28<04:37, 2.00it/s]
788
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10129/10682 [1:37:29<04:36, 2.00it/s]
789
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10130/10682 [1:37:29<04:36, 2.00it/s]
790
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10131/10682 [1:37:30<04:36, 1.99it/s]
791
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10132/10682 [1:37:30<04:36, 1.99it/s]
792
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10133/10682 [1:37:31<04:35, 1.99it/s]
793
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10134/10682 [1:37:31<04:34, 1.99it/s]
794
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10135/10682 [1:37:32<04:33, 2.00it/s]
795
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10136/10682 [1:37:32<04:33, 2.00it/s]
796
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10137/10682 [1:37:33<04:32, 2.00it/s]
797
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10138/10682 [1:37:33<04:32, 1.99it/s]
798
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10139/10682 [1:37:34<04:32, 1.99it/s]
799
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10140/10682 [1:37:34<04:32, 1.99it/s]
800
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10141/10682 [1:37:35<04:31, 2.00it/s]
801
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10142/10682 [1:37:35<04:30, 2.00it/s]
802
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10143/10682 [1:37:36<04:30, 1.99it/s]
803
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10144/10682 [1:37:36<04:29, 1.99it/s]
804
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10145/10682 [1:37:37<04:29, 1.99it/s]
805
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10146/10682 [1:37:37<04:28, 1.99it/s]
806
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10147/10682 [1:37:38<04:27, 2.00it/s]
807
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10148/10682 [1:37:38<04:27, 2.00it/s]
808
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10149/10682 [1:37:39<04:27, 1.99it/s]
809
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10150/10682 [1:37:39<04:27, 1.99it/s]{'loss': 3.1143, 'grad_norm': 0.2494010180234909, 'learning_rate': 7.537908845868024e-06, 'epoch': 13.3}
 
810
 
811
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10150/10682 [1:37:39<04:27, 1.99it/s]
812
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10151/10682 [1:37:40<04:26, 1.99it/s]
813
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10152/10682 [1:37:40<04:25, 1.99it/s]
814
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10153/10682 [1:37:41<04:25, 1.99it/s]
815
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10154/10682 [1:37:41<04:24, 1.99it/s]
816
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10155/10682 [1:37:42<04:24, 1.99it/s]
817
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10156/10682 [1:37:42<04:23, 1.99it/s]
818
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10157/10682 [1:37:43<04:23, 1.99it/s]
819
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10158/10682 [1:37:43<04:22, 2.00it/s]
820
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10159/10682 [1:37:44<04:22, 2.00it/s]
821
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10160/10682 [1:37:44<04:21, 2.00it/s]
822
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10161/10682 [1:37:45<04:20, 2.00it/s]
823
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10162/10682 [1:37:45<04:20, 2.00it/s]
824
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10163/10682 [1:37:46<04:19, 2.00it/s]
825
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10164/10682 [1:37:46<04:19, 2.00it/s]
826
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10165/10682 [1:37:47<04:19, 1.99it/s]
827
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10166/10682 [1:37:47<04:18, 2.00it/s]
828
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10167/10682 [1:37:48<04:17, 2.00it/s]
829
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10168/10682 [1:37:48<04:17, 2.00it/s]
830
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10169/10682 [1:37:49<04:16, 2.00it/s]
831
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10170/10682 [1:37:49<04:16, 2.00it/s]
832
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10171/10682 [1:37:50<04:15, 2.00it/s]
833
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10172/10682 [1:37:50<04:15, 2.00it/s]
834
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10173/10682 [1:37:51<04:15, 1.99it/s]
835
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10174/10682 [1:37:51<04:15, 1.99it/s]
836
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10175/10682 [1:37:52<04:15, 1.99it/s]{'loss': 3.1081, 'grad_norm': 0.24675361812114716, 'learning_rate': 6.847688328344037e-06, 'epoch': 13.34}
 
837
 
838
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10175/10682 [1:37:52<04:15, 1.99it/s]
839
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10176/10682 [1:37:52<04:14, 1.99it/s]
840
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10177/10682 [1:37:53<04:13, 1.99it/s]
841
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10178/10682 [1:37:53<04:12, 1.99it/s]
842
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10179/10682 [1:37:54<04:12, 1.99it/s]
843
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10180/10682 [1:37:54<04:12, 1.99it/s]
844
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10181/10682 [1:37:55<04:11, 1.99it/s]
845
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10182/10682 [1:37:55<04:10, 1.99it/s]
846
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10183/10682 [1:37:56<04:10, 1.99it/s]
847
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10184/10682 [1:37:56<04:09, 1.99it/s]
848
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10185/10682 [1:37:57<04:09, 1.99it/s]
849
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10186/10682 [1:37:57<04:08, 2.00it/s]
850
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10187/10682 [1:37:58<04:08, 2.00it/s]
851
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10188/10682 [1:37:58<04:07, 1.99it/s]
852
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10189/10682 [1:37:59<04:07, 1.99it/s]
853
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10190/10682 [1:37:59<04:06, 1.99it/s]
854
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10191/10682 [1:38:00<04:06, 1.99it/s]
855
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10192/10682 [1:38:00<04:05, 1.99it/s]
856
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10193/10682 [1:38:01<04:05, 2.00it/s]
857
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10194/10682 [1:38:01<04:04, 1.99it/s]
858
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10195/10682 [1:38:02<04:04, 1.99it/s]
859
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10196/10682 [1:38:02<04:03, 1.99it/s]
860
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10197/10682 [1:38:03<04:03, 1.99it/s]
861
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10198/10682 [1:38:03<04:02, 2.00it/s]
862
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10199/10682 [1:38:04<04:02, 1.99it/s]
863
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10200/10682 [1:38:04<04:01, 1.99it/s]{'loss': 3.1186, 'grad_norm': 0.24594959616661072, 'learning_rate': 6.190386348572108e-06, 'epoch': 13.37}
864
 
 
865
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10200/10682 [1:38:04<04:01, 1.99it/s]
866
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10201/10682 [1:38:05<04:01, 1.99it/s]
867
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10202/10682 [1:38:05<04:00, 1.99it/s]
868
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10203/10682 [1:38:06<03:59, 2.00it/s]
869
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10204/10682 [1:38:06<03:59, 2.00it/s]
870
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10205/10682 [1:38:07<03:58, 2.00it/s]
871
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10206/10682 [1:38:07<03:58, 1.99it/s]
872
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10207/10682 [1:38:08<03:58, 1.99it/s]
873
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10208/10682 [1:38:08<03:57, 2.00it/s]
874
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10209/10682 [1:38:09<03:56, 2.00it/s]
875
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10210/10682 [1:38:09<03:56, 2.00it/s]
876
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10211/10682 [1:38:10<04:16, 1.83it/s]
877
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10212/10682 [1:38:10<04:10, 1.88it/s]
878
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10213/10682 [1:38:11<04:05, 1.91it/s]
879
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10214/10682 [1:38:11<04:01, 1.94it/s]
880
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10215/10682 [1:38:12<03:58, 1.96it/s]
881
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10216/10682 [1:38:12<03:57, 1.97it/s]
882
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10217/10682 [1:38:13<03:55, 1.97it/s]
883
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10218/10682 [1:38:13<03:54, 1.98it/s]
884
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10219/10682 [1:38:14<03:53, 1.98it/s]
885
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10220/10682 [1:38:14<03:52, 1.99it/s]
886
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10221/10682 [1:38:15<03:51, 1.99it/s]
887
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10222/10682 [1:38:15<03:51, 1.99it/s]
888
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10223/10682 [1:38:16<03:50, 1.99it/s]
889
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10224/10682 [1:38:16<03:50, 1.99it/s]
890
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10225/10682 [1:38:17<03:49, 1.99it/s]
891
  {'loss': 3.1084, 'grad_norm': 0.24636626243591309, 'learning_rate': 5.56604678228706e-06, 'epoch': 13.4}
 
892
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10225/10682 [1:38:17<03:49, 1.99it/s]
893
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10226/10682 [1:38:17<03:48, 1.99it/s]
894
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10227/10682 [1:38:18<03:48, 1.99it/s]
895
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10228/10682 [1:38:18<03:47, 1.99it/s]
896
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10229/10682 [1:38:19<03:46, 2.00it/s]
897
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10230/10682 [1:38:19<03:46, 1.99it/s]
898
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10231/10682 [1:38:20<03:46, 1.99it/s]
899
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10232/10682 [1:38:20<03:46, 1.99it/s]
900
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10233/10682 [1:38:21<03:45, 1.99it/s]
901
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10234/10682 [1:38:21<03:44, 1.99it/s]
902
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10235/10682 [1:38:22<03:44, 1.99it/s]
903
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10236/10682 [1:38:22<03:43, 1.99it/s]
904
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10237/10682 [1:38:23<03:43, 1.99it/s]
905
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10238/10682 [1:38:23<03:42, 1.99it/s]
906
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10239/10682 [1:38:24<03:43, 1.98it/s]
907
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10240/10682 [1:38:24<03:42, 1.99it/s]
908
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10241/10682 [1:38:25<03:41, 1.99it/s]
909
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10242/10682 [1:38:25<03:41, 1.99it/s]
910
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10243/10682 [1:38:26<03:40, 1.99it/s]
911
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10244/10682 [1:38:26<03:39, 1.99it/s]
912
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10245/10682 [1:38:27<03:39, 1.99it/s]
913
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10246/10682 [1:38:27<03:38, 1.99it/s]
914
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10247/10682 [1:38:28<03:38, 1.99it/s]
915
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10248/10682 [1:38:28<03:37, 1.99it/s]
916
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10249/10682 [1:38:29<03:37, 1.99it/s]
917
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10250/10682 [1:38:29<03:36, 2.00it/s]
918
  {'loss': 3.1113, 'grad_norm': 0.24913303554058075, 'learning_rate': 4.974711304941093e-06, 'epoch': 13.43}
 
919
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10250/10682 [1:38:29<03:36, 2.00it/s]
920
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10251/10682 [1:38:30<03:36, 1.99it/s]
921
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10252/10682 [1:38:30<03:35, 1.99it/s]
922
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10253/10682 [1:38:31<03:35, 1.99it/s]
923
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10254/10682 [1:38:31<03:34, 1.99it/s]
924
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10255/10682 [1:38:32<03:34, 1.99it/s]
925
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10256/10682 [1:38:32<03:33, 1.99it/s]
926
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10257/10682 [1:38:33<03:33, 1.99it/s]
927
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10258/10682 [1:38:33<03:32, 1.99it/s]
928
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10259/10682 [1:38:34<03:32, 1.99it/s]
929
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10260/10682 [1:38:34<03:31, 1.99it/s]
930
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10261/10682 [1:38:35<03:31, 1.99it/s]
931
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10262/10682 [1:38:35<03:30, 1.99it/s]
932
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10263/10682 [1:38:36<03:30, 1.99it/s]
933
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10264/10682 [1:38:36<03:29, 1.99it/s]
934
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10265/10682 [1:38:37<03:29, 1.99it/s]
935
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10266/10682 [1:38:37<03:29, 1.99it/s]
936
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10267/10682 [1:38:38<03:28, 1.99it/s]
937
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10268/10682 [1:38:38<03:28, 1.99it/s]
938
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10269/10682 [1:38:39<03:27, 1.99it/s]
939
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10270/10682 [1:38:39<03:26, 1.99it/s]
940
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10271/10682 [1:38:40<03:26, 1.99it/s]
941
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10272/10682 [1:38:40<03:25, 1.99it/s]
942
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10273/10682 [1:38:41<03:25, 1.99it/s]
943
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10274/10682 [1:38:41<03:24, 1.99it/s]
944
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10275/10682 [1:38:42<03:24, 1.99it/s]
945
 
 
946
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10275/10682 [1:38:42<03:24, 1.99it/s]
947
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10276/10682 [1:38:42<03:23, 1.99it/s]
948
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10277/10682 [1:38:43<03:23, 1.99it/s]
949
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10278/10682 [1:38:43<03:22, 1.99it/s]
950
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10279/10682 [1:38:44<03:22, 1.99it/s]
951
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10280/10682 [1:38:44<03:21, 1.99it/s]
952
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10281/10682 [1:38:45<03:21, 1.99it/s]
953
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10282/10682 [1:38:45<03:20, 1.99it/s]
954
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10283/10682 [1:38:46<03:20, 1.99it/s]
955
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10284/10682 [1:38:46<03:19, 1.99it/s]
956
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10285/10682 [1:38:47<03:19, 1.99it/s]
957
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10286/10682 [1:38:47<03:18, 1.99it/s]
958
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10287/10682 [1:38:48<03:18, 1.99it/s]
959
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10288/10682 [1:38:48<03:17, 1.99it/s]
960
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10289/10682 [1:38:49<03:17, 1.99it/s]
961
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10290/10682 [1:38:50<03:17, 1.99it/s]
962
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10291/10682 [1:38:50<03:16, 1.99it/s]
963
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10292/10682 [1:38:51<03:15, 1.99it/s]
964
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10293/10682 [1:38:51<03:15, 1.99it/s]
965
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10294/10682 [1:38:52<03:14, 1.99it/s]
966
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10295/10682 [1:38:52<03:14, 1.99it/s]
967
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10296/10682 [1:38:53<03:13, 1.99it/s]
968
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10297/10682 [1:38:53<03:13, 1.99it/s]
969
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10298/10682 [1:38:54<03:12, 1.99it/s]
970
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10299/10682 [1:38:54<03:12, 1.99it/s]
971
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10300/10682 [1:38:55<03:11, 1.99it/s]{'loss': 3.111, 'grad_norm': 0.2491437792778015, 'learning_rate': 3.891208300917604e-06, 'epoch': 13.5}
 
972
 
973
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10300/10682 [1:38:55<03:11, 1.99it/s]
974
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10301/10682 [1:38:55<03:11, 1.99it/s]
975
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10302/10682 [1:38:56<03:10, 1.99it/s]
976
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10303/10682 [1:38:56<03:10, 1.99it/s]
977
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10304/10682 [1:38:57<03:10, 1.99it/s]
978
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10305/10682 [1:38:57<03:09, 1.99it/s]
979
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10306/10682 [1:38:58<03:09, 1.99it/s]
980
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10307/10682 [1:38:58<03:08, 1.99it/s]
981
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10308/10682 [1:38:59<03:07, 1.99it/s]
982
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10309/10682 [1:38:59<03:07, 1.99it/s]
983
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10310/10682 [1:39:00<03:06, 1.99it/s]
984
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10311/10682 [1:39:00<03:06, 1.99it/s]
985
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10312/10682 [1:39:01<03:05, 1.99it/s]
986
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10313/10682 [1:39:01<03:05, 1.99it/s]
987
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10314/10682 [1:39:02<03:04, 1.99it/s]
988
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10315/10682 [1:39:02<03:04, 1.99it/s]
989
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10316/10682 [1:39:03<03:03, 1.99it/s]
990
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10317/10682 [1:39:03<03:03, 1.99it/s]
991
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10318/10682 [1:39:04<03:02, 1.99it/s]
992
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10319/10682 [1:39:04<03:02, 1.99it/s]
993
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10320/10682 [1:39:05<03:01, 1.99it/s]
994
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10321/10682 [1:39:05<03:01, 1.99it/s]
995
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10322/10682 [1:39:06<03:00, 1.99it/s]
996
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10323/10682 [1:39:06<02:59, 1.99it/s]
997
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10324/10682 [1:39:07<02:59, 1.99it/s]
998
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10325/10682 [1:39:07<02:59, 1.99it/s]{'loss': 3.1165, 'grad_norm': 0.24889500439167023, 'learning_rate': 3.3991130994299734e-06, 'epoch': 13.53}
 
999
 
1000
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10325/10682 [1:39:07<02:59, 1.99it/s]
1001
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10326/10682 [1:39:08<02:58, 1.99it/s]
1002
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10327/10682 [1:39:08<02:58, 1.99it/s]
1003
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10328/10682 [1:39:09<02:57, 1.99it/s]
1004
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10329/10682 [1:39:09<02:57, 1.99it/s]
1005
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10330/10682 [1:39:10<02:56, 1.99it/s]
1006
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10331/10682 [1:39:10<02:56, 1.99it/s]
1007
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10332/10682 [1:39:11<02:55, 1.99it/s]
1008
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10333/10682 [1:39:11<02:55, 1.99it/s]
1009
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10334/10682 [1:39:12<02:54, 1.99it/s]
1010
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10335/10682 [1:39:12<02:54, 1.99it/s]
1011
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10336/10682 [1:39:13<02:53, 1.99it/s]
1012
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10337/10682 [1:39:13<02:53, 1.99it/s]
1013
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10338/10682 [1:39:14<02:52, 1.99it/s]
1014
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10339/10682 [1:39:14<02:52, 1.99it/s]
1015
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10340/10682 [1:39:15<02:51, 1.99it/s]
1016
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10341/10682 [1:39:15<02:51, 1.99it/s]
1017
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10342/10682 [1:39:16<02:50, 1.99it/s]
1018
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10343/10682 [1:39:16<02:50, 1.99it/s]
1019
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10344/10682 [1:39:17<02:49, 1.99it/s]
1020
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10345/10682 [1:39:17<02:49, 1.99it/s]
1021
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10346/10682 [1:39:18<02:48, 1.99it/s]
1022
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10347/10682 [1:39:18<02:48, 1.99it/s]
1023
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10348/10682 [1:39:19<02:47, 1.99it/s]
1024
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10349/10682 [1:39:19<02:46, 1.99it/s]
1025
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10350/10682 [1:39:20<02:46, 1.99it/s]{'loss': 3.1195, 'grad_norm': 0.2491111308336258, 'learning_rate': 2.940166632433183e-06, 'epoch': 13.56}
 
1026
 
1027
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10350/10682 [1:39:20<02:46, 1.99it/s]
1028
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10351/10682 [1:39:20<02:46, 1.99it/s]
1029
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10352/10682 [1:39:21<02:45, 1.99it/s]
1030
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10353/10682 [1:39:21<02:45, 1.99it/s]
1031
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10354/10682 [1:39:22<02:44, 1.99it/s]
1032
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10355/10682 [1:39:22<02:44, 1.99it/s]
1033
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10356/10682 [1:39:23<02:43, 1.99it/s]
1034
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10357/10682 [1:39:23<02:43, 1.99it/s]
1035
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10358/10682 [1:39:24<02:42, 1.99it/s]
1036
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10359/10682 [1:39:24<02:43, 1.98it/s]
1037
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10360/10682 [1:39:25<02:42, 1.98it/s]
1038
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10361/10682 [1:39:25<02:41, 1.98it/s]
1039
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10362/10682 [1:39:26<02:40, 1.99it/s]
1040
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10363/10682 [1:39:26<02:40, 1.99it/s]
1041
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10364/10682 [1:39:27<02:39, 1.99it/s]
1042
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10365/10682 [1:39:27<02:39, 1.99it/s]
1043
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10366/10682 [1:39:28<02:38, 1.99it/s]
1044
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10367/10682 [1:39:28<02:38, 1.99it/s]
1045
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10368/10682 [1:39:29<02:37, 1.99it/s]
1046
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10369/10682 [1:39:29<02:37, 1.99it/s]
1047
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10370/10682 [1:39:30<02:36, 1.99it/s]
1048
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10371/10682 [1:39:30<02:36, 1.99it/s]
1049
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10372/10682 [1:39:31<02:35, 1.99it/s]
1050
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10373/10682 [1:39:31<02:35, 1.99it/s]
1051
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10374/10682 [1:39:32<02:34, 1.99it/s]
1052
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10375/10682 [1:39:32<02:34, 1.99it/s]{'loss': 3.1152, 'grad_norm': 0.24760933220386505, 'learning_rate': 2.5143995351817882e-06, 'epoch': 13.6}
1053
 
 
1054
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10375/10682 [1:39:32<02:34, 1.99it/s]
1055
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10376/10682 [1:39:33<02:33, 1.99it/s]
1056
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10377/10682 [1:39:33<02:33, 1.99it/s]
1057
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10378/10682 [1:39:34<02:32, 1.99it/s]
1058
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10379/10682 [1:39:34<02:32, 1.99it/s]
1059
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10380/10682 [1:39:35<02:31, 1.99it/s]
1060
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10381/10682 [1:39:35<02:31, 1.99it/s]
1061
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10382/10682 [1:39:36<02:30, 1.99it/s]
1062
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10383/10682 [1:39:36<02:29, 2.00it/s]
1063
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10384/10682 [1:39:37<02:29, 1.99it/s]
1064
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10385/10682 [1:39:37<02:28, 1.99it/s]
1065
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10386/10682 [1:39:38<02:28, 1.99it/s]
1066
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10387/10682 [1:39:38<02:27, 1.99it/s]
1067
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10388/10682 [1:39:39<02:27, 1.99it/s]
1068
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10389/10682 [1:39:39<02:26, 1.99it/s]
1069
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10390/10682 [1:39:40<02:26, 1.99it/s]
1070
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10391/10682 [1:39:40<02:25, 1.99it/s]
1071
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10392/10682 [1:39:41<02:25, 1.99it/s]
1072
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10393/10682 [1:39:41<02:25, 1.99it/s]
1073
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10394/10682 [1:39:42<02:24, 2.00it/s]
1074
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10395/10682 [1:39:42<02:23, 1.99it/s]
1075
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10396/10682 [1:39:43<02:23, 1.99it/s]
1076
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10397/10682 [1:39:43<02:23, 1.99it/s]
1077
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10398/10682 [1:39:44<02:22, 1.99it/s]
1078
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10399/10682 [1:39:44<02:21, 1.99it/s]
1079
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10400/10682 [1:39:45<02:21, 2.00it/s]{'loss': 3.1212, 'grad_norm': 0.24558085203170776, 'learning_rate': 2.1218402281655835e-06, 'epoch': 13.63}
 
1080
 
1081
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10400/10682 [1:39:45<02:21, 2.00it/s]
1082
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10401/10682 [1:39:45<02:20, 1.99it/s]
1083
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10402/10682 [1:39:46<02:20, 1.99it/s]
1084
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10403/10682 [1:39:46<02:20, 1.99it/s]
1085
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10404/10682 [1:39:47<02:19, 1.99it/s]
1086
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10405/10682 [1:39:47<02:19, 1.99it/s]
1087
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10406/10682 [1:39:48<02:18, 1.99it/s]
1088
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10407/10682 [1:39:48<02:17, 1.99it/s]
1089
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10408/10682 [1:39:49<02:17, 1.99it/s]
1090
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10409/10682 [1:39:49<02:17, 1.99it/s]
1091
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10410/10682 [1:39:50<02:16, 1.99it/s]
1092
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10411/10682 [1:39:50<02:16, 1.99it/s]
1093
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10412/10682 [1:39:51<02:15, 1.99it/s]
1094
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10413/10682 [1:39:51<02:14, 1.99it/s]
1095
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10414/10682 [1:39:52<02:14, 1.99it/s]
1096
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10415/10682 [1:39:52<02:13, 1.99it/s]
1097
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10416/10682 [1:39:53<02:13, 1.99it/s]
1098
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10417/10682 [1:39:53<02:13, 1.99it/s]
1099
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10418/10682 [1:39:54<02:12, 1.99it/s]
1100
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10419/10682 [1:39:54<02:11, 1.99it/s]
1101
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10420/10682 [1:39:55<02:11, 2.00it/s]
1102
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10421/10682 [1:39:55<02:10, 1.99it/s]
1103
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10422/10682 [1:39:56<02:10, 1.99it/s]
1104
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10423/10682 [1:39:56<02:10, 1.99it/s]
1105
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10424/10682 [1:39:57<02:09, 1.99it/s]
1106
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10425/10682 [1:39:57<02:08, 1.99it/s]{'loss': 3.1095, 'grad_norm': 0.24991337954998016, 'learning_rate': 1.7625149152127318e-06, 'epoch': 13.66}
1107
 
 
1108
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10425/10682 [1:39:57<02:08, 1.99it/s]
1109
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10426/10682 [1:39:58<02:08, 1.99it/s]
1110
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10427/10682 [1:39:58<02:07, 1.99it/s]
1111
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10428/10682 [1:39:59<02:07, 1.99it/s]
1112
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10429/10682 [1:39:59<02:07, 1.99it/s]
1113
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10430/10682 [1:40:00<02:06, 1.99it/s]
1114
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10431/10682 [1:40:00<02:06, 1.99it/s]
1115
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10432/10682 [1:40:01<02:05, 1.99it/s]
1116
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10433/10682 [1:40:01<02:04, 1.99it/s]
1117
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10434/10682 [1:40:02<02:04, 1.99it/s]
1118
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10435/10682 [1:40:02<02:04, 1.99it/s]
1119
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10436/10682 [1:40:03<02:03, 1.99it/s]
1120
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10437/10682 [1:40:03<02:03, 1.99it/s]
1121
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10438/10682 [1:40:04<02:02, 1.99it/s]
1122
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10439/10682 [1:40:04<02:02, 1.99it/s]
1123
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10440/10682 [1:40:05<02:01, 1.99it/s]
1124
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10441/10682 [1:40:05<02:01, 1.99it/s]
1125
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10442/10682 [1:40:06<02:00, 1.99it/s]
1126
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10443/10682 [1:40:06<02:00, 1.99it/s]
1127
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10444/10682 [1:40:07<01:59, 1.99it/s]
1128
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10445/10682 [1:40:07<01:58, 1.99it/s]
1129
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10446/10682 [1:40:08<01:58, 1.99it/s]
1130
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10447/10682 [1:40:08<01:58, 1.99it/s]
1131
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10448/10682 [1:40:09<01:57, 1.99it/s]
1132
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10449/10682 [1:40:09<01:57, 1.99it/s]
1133
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10450/10682 [1:40:10<01:56, 1.99it/s]
1134
 
 
1135
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10450/10682 [1:40:10<01:56, 1.99it/s]
1136
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10451/10682 [1:40:10<01:56, 1.99it/s]
1137
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10452/10682 [1:40:11<01:55, 1.99it/s]
1138
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10453/10682 [1:40:11<01:54, 1.99it/s]
1139
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10454/10682 [1:40:12<01:54, 1.99it/s]
1140
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10455/10682 [1:40:12<01:54, 1.99it/s]
1141
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10456/10682 [1:40:13<01:53, 1.99it/s]
1142
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10457/10682 [1:40:13<01:52, 1.99it/s]
1143
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10458/10682 [1:40:14<01:52, 1.99it/s]
1144
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10459/10682 [1:40:14<01:51, 1.99it/s]
1145
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10460/10682 [1:40:15<01:51, 1.99it/s]
1146
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10461/10682 [1:40:15<01:50, 1.99it/s]
1147
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10462/10682 [1:40:16<01:50, 2.00it/s]
1148
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10463/10682 [1:40:16<01:49, 1.99it/s]
1149
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10464/10682 [1:40:17<01:49, 1.99it/s]
1150
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10465/10682 [1:40:17<01:48, 1.99it/s]
1151
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10466/10682 [1:40:18<01:48, 1.99it/s]
1152
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10467/10682 [1:40:18<01:48, 1.99it/s]
1153
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10468/10682 [1:40:19<01:47, 1.99it/s]
1154
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10469/10682 [1:40:19<01:46, 1.99it/s]
1155
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10470/10682 [1:40:20<01:46, 1.99it/s]
1156
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10471/10682 [1:40:20<01:45, 1.99it/s]
1157
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10472/10682 [1:40:21<01:45, 1.99it/s]
1158
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10473/10682 [1:40:21<01:44, 1.99it/s]
1159
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10474/10682 [1:40:22<01:44, 1.99it/s]
1160
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10475/10682 [1:40:22<01:43, 1.99it/s]
1161
 
 
1162
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10475/10682 [1:40:22<01:43, 1.99it/s]
1163
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10476/10682 [1:40:23<01:43, 1.99it/s]
1164
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10477/10682 [1:40:23<01:42, 1.99it/s]
1165
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10478/10682 [1:40:24<01:42, 1.99it/s]
1166
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10479/10682 [1:40:24<01:42, 1.99it/s]
1167
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10480/10682 [1:40:25<01:41, 1.99it/s]
1168
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10481/10682 [1:40:25<01:40, 1.99it/s]
1169
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10482/10682 [1:40:26<01:40, 1.99it/s]
1170
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10483/10682 [1:40:26<01:39, 1.99it/s]
1171
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10484/10682 [1:40:27<01:39, 1.99it/s]
1172
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10485/10682 [1:40:27<01:38, 1.99it/s]
1173
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10486/10682 [1:40:28<01:38, 1.99it/s]
1174
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10487/10682 [1:40:28<01:38, 1.99it/s]
1175
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10488/10682 [1:40:29<01:37, 1.99it/s]
1176
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10489/10682 [1:40:29<01:36, 1.99it/s]
1177
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10490/10682 [1:40:30<01:36, 1.99it/s]
1178
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10491/10682 [1:40:30<01:35, 1.99it/s]
1179
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10492/10682 [1:40:31<01:35, 1.99it/s]
1180
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10493/10682 [1:40:31<01:34, 1.99it/s]
1181
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10494/10682 [1:40:32<01:34, 1.99it/s]
1182
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10495/10682 [1:40:32<01:33, 1.99it/s]
1183
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10496/10682 [1:40:33<01:33, 1.99it/s]
1184
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10497/10682 [1:40:33<01:32, 1.99it/s]
1185
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10498/10682 [1:40:34<01:32, 2.00it/s]
1186
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10499/10682 [1:40:34<01:31, 1.99it/s]
1187
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10500/10682 [1:40:35<01:31, 1.99it/s]{'loss': 3.116, 'grad_norm': 0.24622003734111786, 'learning_rate': 8.841716933915555e-07, 'epoch': 13.76}
 
1188
 
1189
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10500/10682 [1:40:35<01:31, 1.99it/s]
1190
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10501/10682 [1:40:35<01:30, 1.99it/s]
1191
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10502/10682 [1:40:36<01:30, 1.99it/s]
1192
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10503/10682 [1:40:36<01:29, 1.99it/s]
1193
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10504/10682 [1:40:37<01:29, 1.99it/s]
1194
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10505/10682 [1:40:37<01:28, 1.99it/s]
1195
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10506/10682 [1:40:38<01:28, 1.99it/s]
1196
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10507/10682 [1:40:38<01:27, 1.99it/s]
1197
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10508/10682 [1:40:39<01:27, 1.99it/s]
1198
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10509/10682 [1:40:39<01:26, 1.99it/s]
1199
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10510/10682 [1:40:40<01:26, 1.99it/s]
1200
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10511/10682 [1:40:40<01:25, 1.99it/s]
1201
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10512/10682 [1:40:41<01:25, 1.99it/s]
1202
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10513/10682 [1:40:41<01:24, 1.99it/s]
1203
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10514/10682 [1:40:42<01:24, 1.99it/s]
1204
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10515/10682 [1:40:42<01:23, 1.99it/s]
1205
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10516/10682 [1:40:43<01:23, 1.99it/s]
1206
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10517/10682 [1:40:43<01:22, 1.99it/s]
1207
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10518/10682 [1:40:44<01:22, 1.99it/s]
1208
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10519/10682 [1:40:44<01:21, 1.99it/s]
1209
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10520/10682 [1:40:45<01:21, 1.99it/s]
1210
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10521/10682 [1:40:45<01:20, 1.99it/s]
1211
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10522/10682 [1:40:46<01:20, 1.99it/s]
1212
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10523/10682 [1:40:46<01:19, 1.99it/s]
1213
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10524/10682 [1:40:47<01:19, 1.99it/s]
1214
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10525/10682 [1:40:47<01:18, 1.99it/s]{'loss': 3.1108, 'grad_norm': 0.24499115347862244, 'learning_rate': 6.580000036264244e-07, 'epoch': 13.79}
 
1215
 
1216
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10525/10682 [1:40:47<01:18, 1.99it/s]
1217
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10526/10682 [1:40:48<01:18, 1.99it/s]
1218
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10527/10682 [1:40:48<01:17, 1.99it/s]
1219
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10528/10682 [1:40:49<01:17, 1.99it/s]
1220
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10529/10682 [1:40:50<01:16, 1.99it/s]
1221
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10530/10682 [1:40:50<01:16, 1.99it/s]
1222
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10531/10682 [1:40:51<01:15, 1.99it/s]
1223
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10532/10682 [1:40:51<01:15, 1.99it/s]
1224
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10533/10682 [1:40:52<01:14, 1.99it/s]
1225
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10534/10682 [1:40:52<01:14, 1.99it/s]
1226
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10535/10682 [1:40:53<01:13, 1.99it/s]
1227
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10536/10682 [1:40:53<01:13, 1.99it/s]
1228
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10537/10682 [1:40:54<01:12, 1.99it/s]
1229
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10538/10682 [1:40:54<01:12, 1.99it/s]
1230
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10539/10682 [1:40:55<01:11, 1.99it/s]
1231
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10540/10682 [1:40:55<01:11, 2.00it/s]
1232
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10541/10682 [1:40:56<01:10, 2.00it/s]
1233
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10542/10682 [1:40:56<01:10, 1.99it/s]
1234
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10543/10682 [1:40:57<01:09, 1.99it/s]
1235
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10544/10682 [1:40:57<01:09, 1.99it/s]
1236
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10545/10682 [1:40:58<01:08, 1.99it/s]
1237
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10546/10682 [1:40:58<01:08, 1.99it/s]
1238
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10547/10682 [1:40:59<01:07, 1.99it/s]
1239
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10548/10682 [1:40:59<01:07, 1.99it/s]
1240
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10549/10682 [1:41:00<01:06, 1.99it/s]
1241
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10550/10682 [1:41:00<01:06, 1.99it/s]
1242
  {'loss': 3.1109, 'grad_norm': 0.24714048206806183, 'learning_rate': 4.651600211027507e-07, 'epoch': 13.83}
 
1243
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10550/10682 [1:41:00<01:06, 1.99it/s]
1244
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10551/10682 [1:41:01<01:05, 1.99it/s]
1245
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10552/10682 [1:41:01<01:05, 1.99it/s]
1246
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10553/10682 [1:41:02<01:04, 1.99it/s]
1247
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10554/10682 [1:41:02<01:04, 1.99it/s]
1248
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10555/10682 [1:41:03<01:03, 1.99it/s]
1249
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10556/10682 [1:41:03<01:03, 1.99it/s]
1250
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10557/10682 [1:41:04<01:02, 1.99it/s]
1251
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10558/10682 [1:41:04<01:02, 1.99it/s]
1252
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10559/10682 [1:41:05<01:01, 1.99it/s]
1253
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10560/10682 [1:41:05<01:01, 1.99it/s]
1254
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10561/10682 [1:41:06<01:00, 1.99it/s]
1255
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10562/10682 [1:41:06<01:00, 1.99it/s]
1256
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10563/10682 [1:41:07<00:59, 1.99it/s]
1257
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10564/10682 [1:41:07<00:59, 1.99it/s]
1258
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10565/10682 [1:41:08<00:58, 1.99it/s]
1259
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10566/10682 [1:41:08<00:58, 1.99it/s]
1260
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10567/10682 [1:41:09<00:57, 1.99it/s]
1261
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10568/10682 [1:41:09<00:57, 1.99it/s]
1262
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10569/10682 [1:41:10<00:56, 1.99it/s]
1263
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10570/10682 [1:41:10<00:56, 1.99it/s]
1264
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10571/10682 [1:41:11<00:55, 1.99it/s]
1265
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10572/10682 [1:41:11<00:55, 1.99it/s]
1266
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10573/10682 [1:41:12<00:54, 1.99it/s]
1267
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10574/10682 [1:41:12<00:54, 1.99it/s]
1268
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10575/10682 [1:41:13<00:53, 1.99it/s]{'loss': 3.1055, 'grad_norm': 0.24866575002670288, 'learning_rate': 3.0566461813213986e-07, 'epoch': 13.86}
 
1269
 
1270
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10575/10682 [1:41:13<00:53, 1.99it/s]
1271
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10576/10682 [1:41:13<00:53, 1.99it/s]
1272
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10577/10682 [1:41:14<00:52, 1.99it/s]
1273
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10578/10682 [1:41:14<00:52, 1.99it/s]
1274
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10579/10682 [1:41:15<00:51, 1.99it/s]
1275
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10580/10682 [1:41:15<00:51, 1.99it/s]
1276
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10581/10682 [1:41:16<00:50, 1.99it/s]
1277
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10582/10682 [1:41:16<00:50, 1.99it/s]
1278
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10583/10682 [1:41:17<00:49, 1.99it/s]
1279
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10584/10682 [1:41:17<00:49, 1.99it/s]
1280
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10585/10682 [1:41:18<00:48, 1.99it/s]
1281
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10586/10682 [1:41:18<00:48, 1.99it/s]
1282
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10587/10682 [1:41:19<00:47, 1.99it/s]
1283
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10588/10682 [1:41:19<00:47, 1.99it/s]
1284
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10589/10682 [1:41:20<00:46, 1.99it/s]
1285
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10590/10682 [1:41:20<00:46, 1.99it/s]
1286
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10591/10682 [1:41:21<00:45, 1.99it/s]
1287
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10592/10682 [1:41:21<00:45, 1.99it/s]
1288
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10593/10682 [1:41:22<00:44, 1.99it/s]
1289
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10594/10682 [1:41:22<00:44, 1.99it/s]
1290
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10595/10682 [1:41:23<00:43, 1.99it/s]
1291
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10596/10682 [1:41:23<00:43, 1.99it/s]
1292
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10597/10682 [1:41:24<00:42, 1.99it/s]
1293
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10598/10682 [1:41:24<00:42, 1.97it/s]
1294
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10599/10682 [1:41:25<00:41, 1.98it/s]
1295
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10600/10682 [1:41:25<00:41, 1.98it/s]
1296
 
 
1297
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10600/10682 [1:41:25<00:41, 1.98it/s]
1298
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10601/10682 [1:41:26<00:40, 1.99it/s]
1299
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10602/10682 [1:41:26<00:40, 1.99it/s]
1300
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10603/10682 [1:41:27<00:39, 1.99it/s]
1301
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10604/10682 [1:41:27<00:39, 1.99it/s]
1302
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10605/10682 [1:41:28<00:38, 1.99it/s]
1303
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10606/10682 [1:41:28<00:38, 1.99it/s]
1304
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10607/10682 [1:41:29<00:37, 1.99it/s]
1305
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10608/10682 [1:41:29<00:37, 2.00it/s]
1306
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10609/10682 [1:41:30<00:36, 2.00it/s]
1307
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10610/10682 [1:41:30<00:36, 2.00it/s]
1308
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10611/10682 [1:41:31<00:35, 1.99it/s]
1309
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10612/10682 [1:41:31<00:35, 2.00it/s]
1310
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10613/10682 [1:41:32<00:34, 2.00it/s]
1311
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10614/10682 [1:41:32<00:34, 1.99it/s]
1312
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10615/10682 [1:41:33<00:33, 1.99it/s]
1313
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10616/10682 [1:41:33<00:33, 1.99it/s]
1314
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10617/10682 [1:41:34<00:32, 1.99it/s]
1315
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10618/10682 [1:41:34<00:32, 1.99it/s]
1316
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10619/10682 [1:41:35<00:31, 1.99it/s]
1317
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10620/10682 [1:41:35<00:31, 1.99it/s]
1318
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10621/10682 [1:41:36<00:30, 1.99it/s]
1319
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10622/10682 [1:41:36<00:30, 1.99it/s]
1320
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10623/10682 [1:41:37<00:29, 1.99it/s]
1321
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10624/10682 [1:41:37<00:29, 2.00it/s]
1322
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10625/10682 [1:41:38<00:28, 1.99it/s]{'loss': 3.1138, 'grad_norm': 0.24934372305870056, 'learning_rate': 8.674791042273533e-08, 'epoch': 13.93}
1323
 
 
1324
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10625/10682 [1:41:38<00:28, 1.99it/s]
1325
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10626/10682 [1:41:38<00:28, 1.99it/s]
1326
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10627/10682 [1:41:39<00:27, 1.99it/s]
1327
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10628/10682 [1:41:39<00:27, 2.00it/s]
1328
 
 
1329
 
 
1330
 
 
 
 
502
 
503
 
504
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:33:52<06:46, 1.99it/s]
505
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9876/10682 [1:33:52<06:45, 1.99it/s]
506
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9877/10682 [1:33:53<06:43, 1.99it/s]
507
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9878/10682 [1:33:53<06:43, 1.99it/s]
508
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9879/10682 [1:33:54<06:43, 1.99it/s]
509
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9880/10682 [1:33:54<06:43, 1.99it/s]
510
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9881/10682 [1:33:55<06:43, 1.99it/s]
511
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9882/10682 [1:33:55<06:42, 1.99it/s]
512
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9883/10682 [1:33:56<06:41, 1.99it/s]
513
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9884/10682 [1:33:56<06:40, 1.99it/s]
514
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9885/10682 [1:33:57<06:40, 1.99it/s]
515
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9886/10682 [1:33:57<06:39, 1.99it/s]
516
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9887/10682 [1:33:58<06:39, 1.99it/s]
517
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9888/10682 [1:33:58<06:39, 1.99it/s]
518
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9889/10682 [1:33:59<06:38, 1.99it/s]
519
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9890/10682 [1:33:59<06:38, 1.99it/s]
520
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9891/10682 [1:34:00<06:37, 1.99it/s]
521
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9892/10682 [1:34:00<06:36, 1.99it/s]
522
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9893/10682 [1:34:01<06:36, 1.99it/s]
523
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9894/10682 [1:34:01<06:36, 1.99it/s]
524
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9895/10682 [1:34:02<06:35, 1.99it/s]
525
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9896/10682 [1:34:02<06:34, 1.99it/s]
526
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9897/10682 [1:34:03<06:34, 1.99it/s]
527
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9898/10682 [1:34:03<06:34, 1.99it/s]
528
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9899/10682 [1:34:04<06:33, 1.99it/s]
529
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:34:04<06:32, 1.99it/s]{'loss': 3.1411, 'grad_norm': 0.2500966787338257, 'learning_rate': 1.6239414036870183e-05, 'epoch': 12.98}
530
 
531
 
532
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:34:04<06:32, 1.99it/s]
533
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9901/10682 [1:34:05<06:32, 1.99it/s]
534
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9902/10682 [1:34:05<06:31, 1.99it/s]
535
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9903/10682 [1:34:06<06:31, 1.99it/s]
536
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9904/10682 [1:34:06<06:31, 1.99it/s]
537
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9905/10682 [1:34:07<06:29, 1.99it/s]
538
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9906/10682 [1:34:07<06:28, 2.00it/s]
539
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9907/10682 [1:34:08<06:28, 1.99it/s]
540
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9908/10682 [1:34:08<06:28, 1.99it/s]
541
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9909/10682 [1:34:09<06:27, 1.99it/s]
542
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9910/10682 [1:34:09<06:27, 1.99it/s]
543
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9911/10682 [1:34:10<06:26, 2.00it/s]
544
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9912/10682 [1:34:10<06:25, 2.00it/s]
545
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9913/10682 [1:34:11<06:25, 1.99it/s]
546
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9914/10682 [1:34:11<06:25, 1.99it/s]
547
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9915/10682 [1:34:12<06:24, 2.00it/s]
548
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9916/10682 [1:34:12<06:23, 2.00it/s]
549
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9917/10682 [1:34:13<06:22, 2.00it/s]
550
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9918/10682 [1:34:13<06:22, 2.00it/s]
551
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9919/10682 [1:34:14<06:17, 2.02it/s]
552
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9920/10682 [1:35:44<5:47:38, 27.37s/it]
553
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9921/10682 [1:35:44<4:04:56, 19.31s/it]
554
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9922/10682 [1:35:45<2:53:07, 13.67s/it]
555
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9923/10682 [1:35:45<2:02:58, 9.72s/it]
556
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9924/10682 [1:35:46<1:27:51, 6.96s/it]
557
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:35:46<1:03:19, 5.02s/it]{'loss': 3.1493, 'grad_norm': 0.24704374372959137, 'learning_rate': 1.5222903086944684e-05, 'epoch': 13.01}
558
 
559
 
560
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:35:46<1:03:19, 5.02s/it]
561
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9926/10682 [1:35:47<46:09, 3.66s/it]
562
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9927/10682 [1:35:47<34:09, 2.71s/it]
563
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9928/10682 [1:35:48<25:46, 2.05s/it]
564
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9929/10682 [1:35:48<19:53, 1.59s/it]
565
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9930/10682 [1:35:49<15:47, 1.26s/it]
566
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9931/10682 [1:35:49<12:55, 1.03s/it]
567
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9932/10682 [1:35:50<10:54, 1.15it/s]
568
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9933/10682 [1:35:50<09:30, 1.31it/s]
569
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9934/10682 [1:35:51<08:30, 1.47it/s]
570
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½οΏ½β–ˆβ–Ž| 9935/10682 [1:35:51<07:49, 1.59it/s]
571
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9936/10682 [1:35:52<07:19, 1.70it/s]
572
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9937/10682 [1:35:52<06:58, 1.78it/s]
573
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9938/10682 [1:35:53<06:44, 1.84it/s]
574
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9939/10682 [1:35:53<06:34, 1.88it/s]
575
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9940/10682 [1:35:54<06:27, 1.92it/s]
576
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9941/10682 [1:35:54<06:21, 1.94it/s]
577
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9942/10682 [1:35:55<06:17, 1.96it/s]
578
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9943/10682 [1:35:55<06:15, 1.97it/s]
579
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9944/10682 [1:35:56<06:13, 1.98it/s]
580
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9945/10682 [1:35:56<06:11, 1.98it/s]
581
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9946/10682 [1:35:57<06:09, 1.99it/s]
582
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9947/10682 [1:35:57<06:09, 1.99it/s]
583
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9948/10682 [1:35:58<06:08, 1.99it/s]
584
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9949/10682 [1:35:58<06:07, 2.00it/s]
585
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:35:59<06:06, 2.00it/s]{'loss': 3.1011, 'grad_norm': 0.24837680160999298, 'learning_rate': 1.4238751618640577e-05, 'epoch': 13.04}
586
 
 
587
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:35:59<06:06, 2.00it/s]
588
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9951/10682 [1:35:59<06:06, 2.00it/s]
589
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9952/10682 [1:36:00<06:05, 2.00it/s]
590
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9953/10682 [1:36:00<06:05, 2.00it/s]
591
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9954/10682 [1:36:01<06:04, 2.00it/s]
592
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9955/10682 [1:36:01<06:03, 2.00it/s]
593
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9956/10682 [1:36:02<06:03, 2.00it/s]
594
+
595
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:35:59<06:06, 2.00it/s]
596
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9951/10682 [1:35:59<06:06, 2.00it/s]
597
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9952/10682 [1:36:00<06:05, 2.00it/s]
598
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9953/10682 [1:36:00<06:05, 2.00it/s]
599
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9954/10682 [1:36:01<06:04, 2.00it/s]
600
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9955/10682 [1:36:01<06:03, 2.00it/s]
601
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9956/10682 [1:36:02<06:03, 2.00it/s]
602
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9957/10682 [1:36:02<06:03, 1.99it/s]
603
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9958/10682 [1:36:03<06:02, 2.00it/s]
604
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9959/10682 [1:36:03<06:01, 2.00it/s]
605
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9960/10682 [1:36:04<06:01, 2.00it/s]
606
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9961/10682 [1:36:04<06:01, 2.00it/s]
607
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9962/10682 [1:36:05<06:00, 2.00it/s]
608
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9963/10682 [1:36:05<05:59, 2.00it/s]
609
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9964/10682 [1:36:06<05:59, 2.00it/s]
610
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9965/10682 [1:36:06<05:58, 2.00it/s]
611
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9966/10682 [1:36:07<05:58, 2.00it/s]
612
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9967/10682 [1:36:07<05:57, 2.00it/s]
613
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9968/10682 [1:36:08<05:57, 2.00it/s]
614
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9969/10682 [1:36:08<05:56, 2.00it/s]
615
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9970/10682 [1:36:09<05:56, 2.00it/s]
616
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9971/10682 [1:36:09<05:56, 2.00it/s]
617
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9972/10682 [1:36:10<05:55, 2.00it/s]
618
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9973/10682 [1:36:10<05:54, 2.00it/s]
619
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9974/10682 [1:36:11<05:54, 2.00it/s]
620
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9975/10682 [1:36:11<05:53, 2.00it/s]
621
  {'loss': 3.1115, 'grad_norm': 0.24749550223350525, 'learning_rate': 1.3287025325307511e-05, 'epoch': 13.07}
622
+
623
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9975/10682 [1:36:11<05:53, 2.00it/s]
624
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9976/10682 [1:36:12<05:53, 2.00it/s]
625
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9977/10682 [1:36:12<05:52, 2.00it/s]
626
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9978/10682 [1:36:13<05:52, 2.00it/s]
627
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9979/10682 [1:36:13<05:51, 2.00it/s]
628
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9980/10682 [1:36:14<05:51, 2.00it/s]
629
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9981/10682 [1:36:14<05:51, 2.00it/s]
630
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9982/10682 [1:36:15<05:50, 2.00it/s]
631
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9983/10682 [1:36:15<05:50, 2.00it/s]
632
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9984/10682 [1:36:16<05:49, 2.00it/s]
633
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9985/10682 [1:36:16<05:48, 2.00it/s]
634
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9986/10682 [1:36:17<05:48, 2.00it/s]
635
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9987/10682 [1:36:17<05:48, 2.00it/s]
636
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9988/10682 [1:36:18<05:48, 1.99it/s]
637
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9989/10682 [1:36:18<05:47, 1.99it/s]
638
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9990/10682 [1:36:19<05:46, 1.99it/s]
639
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9991/10682 [1:36:19<05:45, 2.00it/s]
640
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9992/10682 [1:36:20<05:45, 2.00it/s]
641
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9993/10682 [1:36:20<05:45, 2.00it/s]
642
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9994/10682 [1:36:21<05:45, 1.99it/s]
643
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9995/10682 [1:36:21<05:45, 1.99it/s]
644
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9996/10682 [1:36:22<05:44, 1.99it/s]
645
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9997/10682 [1:36:22<05:43, 2.00it/s]
646
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9998/10682 [1:36:23<05:42, 2.00it/s]
647
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9999/10682 [1:36:23<05:42, 1.99it/s]
648
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10000/10682 [1:36:24<05:42, 1.99it/s]
649
 
650
+
651
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10000/10682 [1:36:24<05:42, 1.99it/s]
652
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10001/10682 [1:36:24<05:41, 1.99it/s]
653
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10002/10682 [1:36:25<05:40, 2.00it/s]
654
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10003/10682 [1:36:25<05:39, 2.00it/s]
655
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10004/10682 [1:36:26<05:40, 1.99it/s]
656
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10005/10682 [1:36:26<05:39, 1.99it/s]
657
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10006/10682 [1:36:27<05:39, 1.99it/s]
658
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10007/10682 [1:36:27<05:38, 2.00it/s]
659
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10008/10682 [1:36:28<05:37, 2.00it/s]
660
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10009/10682 [1:36:28<05:36, 2.00it/s]
661
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10010/10682 [1:36:29<05:36, 1.99it/s]
662
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10011/10682 [1:36:29<05:36, 2.00it/s]
663
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10012/10682 [1:36:30<05:35, 2.00it/s]
664
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10013/10682 [1:36:30<05:34, 2.00it/s]
665
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 10014/10682 [1:36:31<05:34, 2.00it/s]
666
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10015/10682 [1:36:31<05:34, 1.99it/s]
667
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10016/10682 [1:36:32<05:33, 1.99it/s]
668
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10017/10682 [1:36:32<05:32, 2.00it/s]
669
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10018/10682 [1:36:33<05:32, 2.00it/s]
670
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10019/10682 [1:36:33<05:32, 2.00it/s]
671
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10020/10682 [1:36:34<05:31, 1.99it/s]
672
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10021/10682 [1:36:34<05:31, 1.99it/s]
673
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10022/10682 [1:36:35<05:31, 1.99it/s]
674
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10023/10682 [1:36:35<05:30, 1.99it/s]
675
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10024/10682 [1:36:36<05:29, 2.00it/s]
676
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10025/10682 [1:36:36<05:29, 2.00it/s]
677
  {'loss': 3.1075, 'grad_norm': 0.24997055530548096, 'learning_rate': 1.1481100210606388e-05, 'epoch': 13.14}
678
+
679
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10025/10682 [1:36:36<05:29, 2.00it/s]
680
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10026/10682 [1:36:37<05:29, 1.99it/s]
681
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10027/10682 [1:36:37<05:28, 1.99it/s]
682
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10028/10682 [1:36:38<05:27, 1.99it/s]
683
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10029/10682 [1:36:38<05:26, 2.00it/s]
684
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10030/10682 [1:36:39<05:26, 2.00it/s]
685
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10031/10682 [1:36:39<05:26, 2.00it/s]
686
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10032/10682 [1:36:40<05:25, 1.99it/s]
687
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10033/10682 [1:36:40<05:25, 2.00it/s]
688
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10034/10682 [1:36:41<05:24, 1.99it/s]
689
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10035/10682 [1:36:41<05:24, 1.99it/s]
690
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10036/10682 [1:36:42<05:23, 1.99it/s]
691
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10037/10682 [1:36:42<05:23, 2.00it/s]
692
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10038/10682 [1:36:43<05:22, 2.00it/s]
693
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10039/10682 [1:36:43<05:22, 2.00it/s]
694
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10040/10682 [1:36:44<05:21, 2.00it/s]
695
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10041/10682 [1:36:44<05:20, 2.00it/s]
696
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10042/10682 [1:36:45<05:20, 2.00it/s]
697
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10043/10682 [1:36:45<05:19, 2.00it/s]
698
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10044/10682 [1:36:46<05:19, 2.00it/s]
699
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10045/10682 [1:36:46<05:18, 2.00it/s]
700
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10046/10682 [1:36:47<05:18, 2.00it/s]
701
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10047/10682 [1:36:47<05:17, 2.00it/s]
702
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10048/10682 [1:36:48<05:17, 2.00it/s]
703
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10049/10682 [1:36:48<05:16, 2.00it/s]
704
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10050/10682 [1:36:49<05:16, 2.00it/s]
705
 
706
+
707
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10050/10682 [1:36:49<05:16, 2.00it/s]
708
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10051/10682 [1:36:49<05:16, 2.00it/s]
709
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10052/10682 [1:36:50<05:15, 2.00it/s]
710
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10053/10682 [1:36:50<05:15, 2.00it/s]
711
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10054/10682 [1:36:51<05:14, 1.99it/s]
712
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10055/10682 [1:36:51<05:14, 1.99it/s]
713
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10056/10682 [1:36:52<05:13, 2.00it/s]
714
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10057/10682 [1:36:52<05:12, 2.00it/s]
715
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10058/10682 [1:36:53<05:13, 1.99it/s]
716
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10059/10682 [1:36:53<05:12, 1.99it/s]
717
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10060/10682 [1:36:54<05:11, 1.99it/s]
718
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10061/10682 [1:36:54<05:10, 2.00it/s]
719
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10062/10682 [1:36:55<05:10, 2.00it/s]
720
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10063/10682 [1:36:55<05:10, 2.00it/s]
721
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10064/10682 [1:36:56<05:10, 1.99it/s]
722
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10065/10682 [1:36:56<05:09, 1.99it/s]
723
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10066/10682 [1:36:57<05:09, 1.99it/s]
724
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10067/10682 [1:36:57<05:08, 1.99it/s]
725
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10068/10682 [1:36:58<05:07, 1.99it/s]
726
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10069/10682 [1:36:58<05:07, 1.99it/s]
727
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10070/10682 [1:36:59<05:06, 1.99it/s]
728
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10071/10682 [1:36:59<05:06, 1.99it/s]
729
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10072/10682 [1:37:00<05:05, 1.99it/s]
730
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10073/10682 [1:37:00<05:05, 2.00it/s]
731
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10074/10682 [1:37:01<05:04, 2.00it/s]
732
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10075/10682 [1:37:01<05:04, 1.99it/s]
733
 
734
+
735
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10075/10682 [1:37:01<05:04, 1.99it/s]
736
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10076/10682 [1:37:02<05:04, 1.99it/s]
737
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10077/10682 [1:37:02<05:03, 1.99it/s]
738
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10078/10682 [1:37:03<05:02, 1.99it/s]
739
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10079/10682 [1:37:03<05:02, 2.00it/s]
740
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10080/10682 [1:37:04<05:01, 1.99it/s]
741
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10081/10682 [1:37:04<05:01, 1.99it/s]
742
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10082/10682 [1:37:05<05:01, 1.99it/s]
743
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10083/10682 [1:37:05<05:00, 1.99it/s]
744
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10084/10682 [1:37:06<04:59, 1.99it/s]
745
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10085/10682 [1:37:06<04:59, 2.00it/s]
746
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10086/10682 [1:37:07<04:58, 1.99it/s]
747
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10087/10682 [1:37:07<04:58, 1.99it/s]
748
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10088/10682 [1:37:08<04:57, 1.99it/s]
749
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10089/10682 [1:37:08<04:57, 2.00it/s]
750
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10090/10682 [1:37:09<04:56, 2.00it/s]
751
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10091/10682 [1:37:09<04:56, 2.00it/s]
752
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10092/10682 [1:37:10<04:55, 2.00it/s]
753
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10093/10682 [1:37:10<04:54, 2.00it/s]
754
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10094/10682 [1:37:11<04:54, 2.00it/s]
755
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10095/10682 [1:37:11<04:54, 1.99it/s]
756
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10096/10682 [1:37:12<04:53, 2.00it/s]
757
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10097/10682 [1:37:12<04:52, 2.00it/s]
758
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10098/10682 [1:37:13<04:52, 2.00it/s]
759
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10099/10682 [1:37:13<04:51, 2.00it/s]
760
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10100/10682 [1:37:14<04:51, 2.00it/s]
761
 
762
+
763
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10100/10682 [1:37:14<04:51, 2.00it/s]
764
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10101/10682 [1:37:15<05:15, 1.84it/s]
765
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10102/10682 [1:37:15<05:08, 1.88it/s]
766
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10103/10682 [1:37:16<05:02, 1.92it/s]
767
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10104/10682 [1:37:16<04:57, 1.94it/s]
768
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10105/10682 [1:37:17<04:55, 1.96it/s]
769
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10106/10682 [1:37:17<04:53, 1.97it/s]
770
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10107/10682 [1:37:18<04:51, 1.97it/s]
771
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10108/10682 [1:37:18<04:49, 1.98it/s]
772
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10109/10682 [1:37:19<04:48, 1.99it/s]
773
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10110/10682 [1:37:19<04:47, 1.99it/s]
774
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10111/10682 [1:37:20<04:46, 1.99it/s]
775
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10112/10682 [1:37:20<04:45, 1.99it/s]
776
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10113/10682 [1:37:21<04:45, 1.99it/s]
777
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10114/10682 [1:37:21<04:44, 2.00it/s]
778
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10115/10682 [1:37:22<04:44, 2.00it/s]
779
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10116/10682 [1:37:22<04:43, 1.99it/s]
780
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10117/10682 [1:37:23<04:43, 1.99it/s]
781
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10118/10682 [1:37:23<04:42, 2.00it/s]
782
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10119/10682 [1:37:24<04:42, 2.00it/s]
783
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10120/10682 [1:37:24<04:41, 2.00it/s]
784
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10121/10682 [1:37:25<04:41, 1.99it/s]
785
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10122/10682 [1:37:25<04:41, 1.99it/s]
786
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10123/10682 [1:37:26<04:40, 1.99it/s]
787
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10124/10682 [1:37:26<04:39, 2.00it/s]
788
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10125/10682 [1:37:27<04:39, 2.00it/s]{'loss': 3.1083, 'grad_norm': 0.24928326904773712, 'learning_rate': 8.261001828055447e-06, 'epoch': 13.27}
789
 
790
+
791
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10125/10682 [1:37:27<04:39, 2.00it/s]
792
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10126/10682 [1:37:27<04:38, 1.99it/s]
793
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10127/10682 [1:37:28<04:38, 1.99it/s]
794
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10128/10682 [1:37:28<04:37, 2.00it/s]
795
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10129/10682 [1:37:29<04:36, 2.00it/s]
796
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10130/10682 [1:37:29<04:36, 2.00it/s]
797
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10131/10682 [1:37:30<04:36, 1.99it/s]
798
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10132/10682 [1:37:30<04:36, 1.99it/s]
799
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10133/10682 [1:37:31<04:35, 1.99it/s]
800
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10134/10682 [1:37:31<04:34, 1.99it/s]
801
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10135/10682 [1:37:32<04:33, 2.00it/s]
802
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10136/10682 [1:37:32<04:33, 2.00it/s]
803
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10137/10682 [1:37:33<04:32, 2.00it/s]
804
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10138/10682 [1:37:33<04:32, 1.99it/s]
805
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10139/10682 [1:37:34<04:32, 1.99it/s]
806
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10140/10682 [1:37:34<04:32, 1.99it/s]
807
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10141/10682 [1:37:35<04:31, 2.00it/s]
808
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10142/10682 [1:37:35<04:30, 2.00it/s]
809
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10143/10682 [1:37:36<04:30, 1.99it/s]
810
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10144/10682 [1:37:36<04:29, 1.99it/s]
811
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10145/10682 [1:37:37<04:29, 1.99it/s]
812
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10146/10682 [1:37:37<04:28, 1.99it/s]
813
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 10147/10682 [1:37:38<04:27, 2.00it/s]
814
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10148/10682 [1:37:38<04:27, 2.00it/s]
815
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10149/10682 [1:37:39<04:27, 1.99it/s]
816
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10150/10682 [1:37:39<04:27, 1.99it/s]{'loss': 3.1143, 'grad_norm': 0.2494010180234909, 'learning_rate': 7.537908845868024e-06, 'epoch': 13.3}
817
+
818
 
819
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10150/10682 [1:37:39<04:27, 1.99it/s]
820
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10151/10682 [1:37:40<04:26, 1.99it/s]
821
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10152/10682 [1:37:40<04:25, 1.99it/s]
822
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10153/10682 [1:37:41<04:25, 1.99it/s]
823
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10154/10682 [1:37:41<04:24, 1.99it/s]
824
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10155/10682 [1:37:42<04:24, 1.99it/s]
825
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10156/10682 [1:37:42<04:23, 1.99it/s]
826
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10157/10682 [1:37:43<04:23, 1.99it/s]
827
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10158/10682 [1:37:43<04:22, 2.00it/s]
828
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10159/10682 [1:37:44<04:22, 2.00it/s]
829
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10160/10682 [1:37:44<04:21, 2.00it/s]
830
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10161/10682 [1:37:45<04:20, 2.00it/s]
831
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10162/10682 [1:37:45<04:20, 2.00it/s]
832
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10163/10682 [1:37:46<04:19, 2.00it/s]
833
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10164/10682 [1:37:46<04:19, 2.00it/s]
834
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10165/10682 [1:37:47<04:19, 1.99it/s]
835
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10166/10682 [1:37:47<04:18, 2.00it/s]
836
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10167/10682 [1:37:48<04:17, 2.00it/s]
837
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10168/10682 [1:37:48<04:17, 2.00it/s]
838
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10169/10682 [1:37:49<04:16, 2.00it/s]
839
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10170/10682 [1:37:49<04:16, 2.00it/s]
840
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10171/10682 [1:37:50<04:15, 2.00it/s]
841
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10172/10682 [1:37:50<04:15, 2.00it/s]
842
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10173/10682 [1:37:51<04:15, 1.99it/s]
843
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10174/10682 [1:37:51<04:15, 1.99it/s]
844
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10175/10682 [1:37:52<04:15, 1.99it/s]{'loss': 3.1081, 'grad_norm': 0.24675361812114716, 'learning_rate': 6.847688328344037e-06, 'epoch': 13.34}
845
+
846
 
847
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10175/10682 [1:37:52<04:15, 1.99it/s]
848
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10176/10682 [1:37:52<04:14, 1.99it/s]
849
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10177/10682 [1:37:53<04:13, 1.99it/s]
850
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10178/10682 [1:37:53<04:12, 1.99it/s]
851
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10179/10682 [1:37:54<04:12, 1.99it/s]
852
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10180/10682 [1:37:54<04:12, 1.99it/s]
853
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10181/10682 [1:37:55<04:11, 1.99it/s]
854
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10182/10682 [1:37:55<04:10, 1.99it/s]
855
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10183/10682 [1:37:56<04:10, 1.99it/s]
856
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10184/10682 [1:37:56<04:09, 1.99it/s]
857
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10185/10682 [1:37:57<04:09, 1.99it/s]
858
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10186/10682 [1:37:57<04:08, 2.00it/s]
859
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10187/10682 [1:37:58<04:08, 2.00it/s]
860
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10188/10682 [1:37:58<04:07, 1.99it/s]
861
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10189/10682 [1:37:59<04:07, 1.99it/s]
862
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10190/10682 [1:37:59<04:06, 1.99it/s]
863
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10191/10682 [1:38:00<04:06, 1.99it/s]
864
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10192/10682 [1:38:00<04:05, 1.99it/s]
865
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10193/10682 [1:38:01<04:05, 2.00it/s]
866
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10194/10682 [1:38:01<04:04, 1.99it/s]
867
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10195/10682 [1:38:02<04:04, 1.99it/s]
868
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10196/10682 [1:38:02<04:03, 1.99it/s]
869
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10197/10682 [1:38:03<04:03, 1.99it/s]
870
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10198/10682 [1:38:03<04:02, 2.00it/s]
871
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10199/10682 [1:38:04<04:02, 1.99it/s]
872
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10200/10682 [1:38:04<04:01, 1.99it/s]{'loss': 3.1186, 'grad_norm': 0.24594959616661072, 'learning_rate': 6.190386348572108e-06, 'epoch': 13.37}
873
 
874
+
875
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10200/10682 [1:38:04<04:01, 1.99it/s]
876
  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10201/10682 [1:38:05<04:01, 1.99it/s]
877
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10202/10682 [1:38:05<04:00, 1.99it/s]
878
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10203/10682 [1:38:06<03:59, 2.00it/s]
879
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10204/10682 [1:38:06<03:59, 2.00it/s]
880
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10205/10682 [1:38:07<03:58, 2.00it/s]
881
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10206/10682 [1:38:07<03:58, 1.99it/s]
882
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10207/10682 [1:38:08<03:58, 1.99it/s]
883
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10208/10682 [1:38:08<03:57, 2.00it/s]
884
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10209/10682 [1:38:09<03:56, 2.00it/s]
885
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10210/10682 [1:38:09<03:56, 2.00it/s]
886
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10211/10682 [1:38:10<04:16, 1.83it/s]
887
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10212/10682 [1:38:10<04:10, 1.88it/s]
888
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10213/10682 [1:38:11<04:05, 1.91it/s]
889
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10214/10682 [1:38:11<04:01, 1.94it/s]
890
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10215/10682 [1:38:12<03:58, 1.96it/s]
891
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10216/10682 [1:38:12<03:57, 1.97it/s]
892
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10217/10682 [1:38:13<03:55, 1.97it/s]
893
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10218/10682 [1:38:13<03:54, 1.98it/s]
894
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10219/10682 [1:38:14<03:53, 1.98it/s]
895
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10220/10682 [1:38:14<03:52, 1.99it/s]
896
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10221/10682 [1:38:15<03:51, 1.99it/s]
897
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10222/10682 [1:38:15<03:51, 1.99it/s]
898
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10223/10682 [1:38:16<03:50, 1.99it/s]
899
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10224/10682 [1:38:16<03:50, 1.99it/s]
900
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10225/10682 [1:38:17<03:49, 1.99it/s]
901
  {'loss': 3.1084, 'grad_norm': 0.24636626243591309, 'learning_rate': 5.56604678228706e-06, 'epoch': 13.4}
902
+
903
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10225/10682 [1:38:17<03:49, 1.99it/s]
904
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10226/10682 [1:38:17<03:48, 1.99it/s]
905
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10227/10682 [1:38:18<03:48, 1.99it/s]
906
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10228/10682 [1:38:18<03:47, 1.99it/s]
907
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10229/10682 [1:38:19<03:46, 2.00it/s]
908
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10230/10682 [1:38:19<03:46, 1.99it/s]
909
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10231/10682 [1:38:20<03:46, 1.99it/s]
910
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10232/10682 [1:38:20<03:46, 1.99it/s]
911
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10233/10682 [1:38:21<03:45, 1.99it/s]
912
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10234/10682 [1:38:21<03:44, 1.99it/s]
913
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10235/10682 [1:38:22<03:44, 1.99it/s]
914
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10236/10682 [1:38:22<03:43, 1.99it/s]
915
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10237/10682 [1:38:23<03:43, 1.99it/s]
916
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10238/10682 [1:38:23<03:42, 1.99it/s]
917
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10239/10682 [1:38:24<03:43, 1.98it/s]
918
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10240/10682 [1:38:24<03:42, 1.99it/s]
919
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10241/10682 [1:38:25<03:41, 1.99it/s]
920
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10242/10682 [1:38:25<03:41, 1.99it/s]
921
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10243/10682 [1:38:26<03:40, 1.99it/s]
922
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10244/10682 [1:38:26<03:39, 1.99it/s]
923
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10245/10682 [1:38:27<03:39, 1.99it/s]
924
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10246/10682 [1:38:27<03:38, 1.99it/s]
925
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10247/10682 [1:38:28<03:38, 1.99it/s]
926
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10248/10682 [1:38:28<03:37, 1.99it/s]
927
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10249/10682 [1:38:29<03:37, 1.99it/s]
928
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10250/10682 [1:38:29<03:36, 2.00it/s]
929
  {'loss': 3.1113, 'grad_norm': 0.24913303554058075, 'learning_rate': 4.974711304941093e-06, 'epoch': 13.43}
930
+
931
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10250/10682 [1:38:29<03:36, 2.00it/s]
932
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10251/10682 [1:38:30<03:36, 1.99it/s]
933
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10252/10682 [1:38:30<03:35, 1.99it/s]
934
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10253/10682 [1:38:31<03:35, 1.99it/s]
935
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10254/10682 [1:38:31<03:34, 1.99it/s]
936
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10255/10682 [1:38:32<03:34, 1.99it/s]
937
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10256/10682 [1:38:32<03:33, 1.99it/s]
938
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10257/10682 [1:38:33<03:33, 1.99it/s]
939
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10258/10682 [1:38:33<03:32, 1.99it/s]
940
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10259/10682 [1:38:34<03:32, 1.99it/s]
941
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10260/10682 [1:38:34<03:31, 1.99it/s]
942
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10261/10682 [1:38:35<03:31, 1.99it/s]
943
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10262/10682 [1:38:35<03:30, 1.99it/s]
944
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10263/10682 [1:38:36<03:30, 1.99it/s]
945
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10264/10682 [1:38:36<03:29, 1.99it/s]
946
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10265/10682 [1:38:37<03:29, 1.99it/s]
947
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10266/10682 [1:38:37<03:29, 1.99it/s]
948
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10267/10682 [1:38:38<03:28, 1.99it/s]
949
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10268/10682 [1:38:38<03:28, 1.99it/s]
950
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10269/10682 [1:38:39<03:27, 1.99it/s]
951
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10270/10682 [1:38:39<03:26, 1.99it/s]
952
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10271/10682 [1:38:40<03:26, 1.99it/s]
953
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10272/10682 [1:38:40<03:25, 1.99it/s]
954
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10273/10682 [1:38:41<03:25, 1.99it/s]
955
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10274/10682 [1:38:41<03:24, 1.99it/s]
956
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10275/10682 [1:38:42<03:24, 1.99it/s]
957
 
958
+
959
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10275/10682 [1:38:42<03:24, 1.99it/s]
960
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10276/10682 [1:38:42<03:23, 1.99it/s]
961
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10277/10682 [1:38:43<03:23, 1.99it/s]
962
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10278/10682 [1:38:43<03:22, 1.99it/s]
963
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10279/10682 [1:38:44<03:22, 1.99it/s]
964
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10280/10682 [1:38:44<03:21, 1.99it/s]
965
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 10281/10682 [1:38:45<03:21, 1.99it/s]
966
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10282/10682 [1:38:45<03:20, 1.99it/s]
967
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10283/10682 [1:38:46<03:20, 1.99it/s]
968
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10284/10682 [1:38:46<03:19, 1.99it/s]
969
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10285/10682 [1:38:47<03:19, 1.99it/s]
970
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10286/10682 [1:38:47<03:18, 1.99it/s]
971
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10287/10682 [1:38:48<03:18, 1.99it/s]
972
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10288/10682 [1:38:48<03:17, 1.99it/s]
973
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10289/10682 [1:38:49<03:17, 1.99it/s]
974
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10290/10682 [1:38:50<03:17, 1.99it/s]
975
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10291/10682 [1:38:50<03:16, 1.99it/s]
976
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10292/10682 [1:38:51<03:15, 1.99it/s]
977
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10293/10682 [1:38:51<03:15, 1.99it/s]
978
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10294/10682 [1:38:52<03:14, 1.99it/s]
979
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10295/10682 [1:38:52<03:14, 1.99it/s]
980
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10296/10682 [1:38:53<03:13, 1.99it/s]
981
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10297/10682 [1:38:53<03:13, 1.99it/s]
982
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10298/10682 [1:38:54<03:12, 1.99it/s]
983
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10299/10682 [1:38:54<03:12, 1.99it/s]
984
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10300/10682 [1:38:55<03:11, 1.99it/s]{'loss': 3.111, 'grad_norm': 0.2491437792778015, 'learning_rate': 3.891208300917604e-06, 'epoch': 13.5}
985
+
986
 
987
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10300/10682 [1:38:55<03:11, 1.99it/s]
988
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10301/10682 [1:38:55<03:11, 1.99it/s]
989
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10302/10682 [1:38:56<03:10, 1.99it/s]
990
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10303/10682 [1:38:56<03:10, 1.99it/s]
991
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10304/10682 [1:38:57<03:10, 1.99it/s]
992
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10305/10682 [1:38:57<03:09, 1.99it/s]
993
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10306/10682 [1:38:58<03:09, 1.99it/s]
994
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10307/10682 [1:38:58<03:08, 1.99it/s]
995
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10308/10682 [1:38:59<03:07, 1.99it/s]
996
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10309/10682 [1:38:59<03:07, 1.99it/s]
997
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10310/10682 [1:39:00<03:06, 1.99it/s]
998
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10311/10682 [1:39:00<03:06, 1.99it/s]
999
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10312/10682 [1:39:01<03:05, 1.99it/s]
1000
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10313/10682 [1:39:01<03:05, 1.99it/s]
1001
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10314/10682 [1:39:02<03:04, 1.99it/s]
1002
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10315/10682 [1:39:02<03:04, 1.99it/s]
1003
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10316/10682 [1:39:03<03:03, 1.99it/s]
1004
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10317/10682 [1:39:03<03:03, 1.99it/s]
1005
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10318/10682 [1:39:04<03:02, 1.99it/s]
1006
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10319/10682 [1:39:04<03:02, 1.99it/s]
1007
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10320/10682 [1:39:05<03:01, 1.99it/s]
1008
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10321/10682 [1:39:05<03:01, 1.99it/s]
1009
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10322/10682 [1:39:06<03:00, 1.99it/s]
1010
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10323/10682 [1:39:06<02:59, 1.99it/s]
1011
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10324/10682 [1:39:07<02:59, 1.99it/s]
1012
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10325/10682 [1:39:07<02:59, 1.99it/s]{'loss': 3.1165, 'grad_norm': 0.24889500439167023, 'learning_rate': 3.3991130994299734e-06, 'epoch': 13.53}
1013
+
1014
 
1015
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10325/10682 [1:39:07<02:59, 1.99it/s]
1016
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10326/10682 [1:39:08<02:58, 1.99it/s]
1017
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10327/10682 [1:39:08<02:58, 1.99it/s]
1018
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10328/10682 [1:39:09<02:57, 1.99it/s]
1019
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10329/10682 [1:39:09<02:57, 1.99it/s]
1020
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10330/10682 [1:39:10<02:56, 1.99it/s]
1021
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10331/10682 [1:39:10<02:56, 1.99it/s]
1022
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10332/10682 [1:39:11<02:55, 1.99it/s]
1023
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10333/10682 [1:39:11<02:55, 1.99it/s]
1024
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10334/10682 [1:39:12<02:54, 1.99it/s]
1025
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10335/10682 [1:39:12<02:54, 1.99it/s]
1026
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10336/10682 [1:39:13<02:53, 1.99it/s]
1027
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10337/10682 [1:39:13<02:53, 1.99it/s]
1028
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10338/10682 [1:39:14<02:52, 1.99it/s]
1029
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10339/10682 [1:39:14<02:52, 1.99it/s]
1030
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10340/10682 [1:39:15<02:51, 1.99it/s]
1031
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10341/10682 [1:39:15<02:51, 1.99it/s]
1032
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10342/10682 [1:39:16<02:50, 1.99it/s]
1033
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10343/10682 [1:39:16<02:50, 1.99it/s]
1034
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10344/10682 [1:39:17<02:49, 1.99it/s]
1035
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10345/10682 [1:39:17<02:49, 1.99it/s]
1036
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10346/10682 [1:39:18<02:48, 1.99it/s]
1037
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10347/10682 [1:39:18<02:48, 1.99it/s]
1038
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10348/10682 [1:39:19<02:47, 1.99it/s]
1039
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10349/10682 [1:39:19<02:46, 1.99it/s]
1040
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10350/10682 [1:39:20<02:46, 1.99it/s]{'loss': 3.1195, 'grad_norm': 0.2491111308336258, 'learning_rate': 2.940166632433183e-06, 'epoch': 13.56}
1041
+
1042
 
1043
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10350/10682 [1:39:20<02:46, 1.99it/s]
1044
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10351/10682 [1:39:20<02:46, 1.99it/s]
1045
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10352/10682 [1:39:21<02:45, 1.99it/s]
1046
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10353/10682 [1:39:21<02:45, 1.99it/s]
1047
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10354/10682 [1:39:22<02:44, 1.99it/s]
1048
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10355/10682 [1:39:22<02:44, 1.99it/s]
1049
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10356/10682 [1:39:23<02:43, 1.99it/s]
1050
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10357/10682 [1:39:23<02:43, 1.99it/s]
1051
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10358/10682 [1:39:24<02:42, 1.99it/s]
1052
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10359/10682 [1:39:24<02:43, 1.98it/s]
1053
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10360/10682 [1:39:25<02:42, 1.98it/s]
1054
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10361/10682 [1:39:25<02:41, 1.98it/s]
1055
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10362/10682 [1:39:26<02:40, 1.99it/s]
1056
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10363/10682 [1:39:26<02:40, 1.99it/s]
1057
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10364/10682 [1:39:27<02:39, 1.99it/s]
1058
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10365/10682 [1:39:27<02:39, 1.99it/s]
1059
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10366/10682 [1:39:28<02:38, 1.99it/s]
1060
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10367/10682 [1:39:28<02:38, 1.99it/s]
1061
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10368/10682 [1:39:29<02:37, 1.99it/s]
1062
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10369/10682 [1:39:29<02:37, 1.99it/s]
1063
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10370/10682 [1:39:30<02:36, 1.99it/s]
1064
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10371/10682 [1:39:30<02:36, 1.99it/s]
1065
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10372/10682 [1:39:31<02:35, 1.99it/s]
1066
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10373/10682 [1:39:31<02:35, 1.99it/s]
1067
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10374/10682 [1:39:32<02:34, 1.99it/s]
1068
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10375/10682 [1:39:32<02:34, 1.99it/s]{'loss': 3.1152, 'grad_norm': 0.24760933220386505, 'learning_rate': 2.5143995351817882e-06, 'epoch': 13.6}
1069
 
1070
+
1071
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10375/10682 [1:39:32<02:34, 1.99it/s]
1072
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10376/10682 [1:39:33<02:33, 1.99it/s]
1073
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10377/10682 [1:39:33<02:33, 1.99it/s]
1074
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10378/10682 [1:39:34<02:32, 1.99it/s]
1075
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10379/10682 [1:39:34<02:32, 1.99it/s]
1076
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10380/10682 [1:39:35<02:31, 1.99it/s]
1077
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10381/10682 [1:39:35<02:31, 1.99it/s]
1078
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10382/10682 [1:39:36<02:30, 1.99it/s]
1079
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10383/10682 [1:39:36<02:29, 2.00it/s]
1080
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10384/10682 [1:39:37<02:29, 1.99it/s]
1081
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10385/10682 [1:39:37<02:28, 1.99it/s]
1082
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10386/10682 [1:39:38<02:28, 1.99it/s]
1083
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10387/10682 [1:39:38<02:27, 1.99it/s]
1084
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10388/10682 [1:39:39<02:27, 1.99it/s]
1085
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10389/10682 [1:39:39<02:26, 1.99it/s]
1086
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10390/10682 [1:39:40<02:26, 1.99it/s]
1087
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10391/10682 [1:39:40<02:25, 1.99it/s]
1088
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10392/10682 [1:39:41<02:25, 1.99it/s]
1089
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10393/10682 [1:39:41<02:25, 1.99it/s]
1090
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10394/10682 [1:39:42<02:24, 2.00it/s]
1091
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10395/10682 [1:39:42<02:23, 1.99it/s]
1092
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10396/10682 [1:39:43<02:23, 1.99it/s]
1093
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10397/10682 [1:39:43<02:23, 1.99it/s]
1094
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10398/10682 [1:39:44<02:22, 1.99it/s]
1095
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10399/10682 [1:39:44<02:21, 1.99it/s]
1096
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10400/10682 [1:39:45<02:21, 2.00it/s]{'loss': 3.1212, 'grad_norm': 0.24558085203170776, 'learning_rate': 2.1218402281655835e-06, 'epoch': 13.63}
1097
+
1098
 
1099
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10400/10682 [1:39:45<02:21, 2.00it/s]
1100
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10401/10682 [1:39:45<02:20, 1.99it/s]
1101
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10402/10682 [1:39:46<02:20, 1.99it/s]
1102
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10403/10682 [1:39:46<02:20, 1.99it/s]
1103
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10404/10682 [1:39:47<02:19, 1.99it/s]
1104
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10405/10682 [1:39:47<02:19, 1.99it/s]
1105
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10406/10682 [1:39:48<02:18, 1.99it/s]
1106
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10407/10682 [1:39:48<02:17, 1.99it/s]
1107
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10408/10682 [1:39:49<02:17, 1.99it/s]
1108
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10409/10682 [1:39:49<02:17, 1.99it/s]
1109
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10410/10682 [1:39:50<02:16, 1.99it/s]
1110
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10411/10682 [1:39:50<02:16, 1.99it/s]
1111
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10412/10682 [1:39:51<02:15, 1.99it/s]
1112
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10413/10682 [1:39:51<02:14, 1.99it/s]
1113
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 10414/10682 [1:39:52<02:14, 1.99it/s]
1114
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10415/10682 [1:39:52<02:13, 1.99it/s]
1115
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10416/10682 [1:39:53<02:13, 1.99it/s]
1116
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10417/10682 [1:39:53<02:13, 1.99it/s]
1117
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10418/10682 [1:39:54<02:12, 1.99it/s]
1118
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10419/10682 [1:39:54<02:11, 1.99it/s]
1119
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10420/10682 [1:39:55<02:11, 2.00it/s]
1120
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10421/10682 [1:39:55<02:10, 1.99it/s]
1121
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10422/10682 [1:39:56<02:10, 1.99it/s]
1122
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10423/10682 [1:39:56<02:10, 1.99it/s]
1123
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10424/10682 [1:39:57<02:09, 1.99it/s]
1124
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10425/10682 [1:39:57<02:08, 1.99it/s]{'loss': 3.1095, 'grad_norm': 0.24991337954998016, 'learning_rate': 1.7625149152127318e-06, 'epoch': 13.66}
1125
 
1126
+
1127
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10425/10682 [1:39:57<02:08, 1.99it/s]
1128
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10426/10682 [1:39:58<02:08, 1.99it/s]
1129
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10427/10682 [1:39:58<02:07, 1.99it/s]
1130
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10428/10682 [1:39:59<02:07, 1.99it/s]
1131
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10429/10682 [1:39:59<02:07, 1.99it/s]
1132
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10430/10682 [1:40:00<02:06, 1.99it/s]
1133
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10431/10682 [1:40:00<02:06, 1.99it/s]
1134
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10432/10682 [1:40:01<02:05, 1.99it/s]
1135
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10433/10682 [1:40:01<02:04, 1.99it/s]
1136
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10434/10682 [1:40:02<02:04, 1.99it/s]
1137
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10435/10682 [1:40:02<02:04, 1.99it/s]
1138
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10436/10682 [1:40:03<02:03, 1.99it/s]
1139
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10437/10682 [1:40:03<02:03, 1.99it/s]
1140
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10438/10682 [1:40:04<02:02, 1.99it/s]
1141
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10439/10682 [1:40:04<02:02, 1.99it/s]
1142
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10440/10682 [1:40:05<02:01, 1.99it/s]
1143
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10441/10682 [1:40:05<02:01, 1.99it/s]
1144
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10442/10682 [1:40:06<02:00, 1.99it/s]
1145
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10443/10682 [1:40:06<02:00, 1.99it/s]
1146
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10444/10682 [1:40:07<01:59, 1.99it/s]
1147
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10445/10682 [1:40:07<01:58, 1.99it/s]
1148
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10446/10682 [1:40:08<01:58, 1.99it/s]
1149
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10447/10682 [1:40:08<01:58, 1.99it/s]
1150
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10448/10682 [1:40:09<01:57, 1.99it/s]
1151
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10449/10682 [1:40:09<01:57, 1.99it/s]
1152
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10450/10682 [1:40:10<01:56, 1.99it/s]
1153
 
1154
+
1155
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10450/10682 [1:40:10<01:56, 1.99it/s]
1156
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10451/10682 [1:40:10<01:56, 1.99it/s]
1157
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10452/10682 [1:40:11<01:55, 1.99it/s]
1158
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10453/10682 [1:40:11<01:54, 1.99it/s]
1159
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10454/10682 [1:40:12<01:54, 1.99it/s]
1160
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10455/10682 [1:40:12<01:54, 1.99it/s]
1161
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10456/10682 [1:40:13<01:53, 1.99it/s]
1162
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10457/10682 [1:40:13<01:52, 1.99it/s]
1163
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10458/10682 [1:40:14<01:52, 1.99it/s]
1164
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10459/10682 [1:40:14<01:51, 1.99it/s]
1165
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10460/10682 [1:40:15<01:51, 1.99it/s]
1166
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10461/10682 [1:40:15<01:50, 1.99it/s]
1167
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10462/10682 [1:40:16<01:50, 2.00it/s]
1168
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10463/10682 [1:40:16<01:49, 1.99it/s]
1169
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10464/10682 [1:40:17<01:49, 1.99it/s]
1170
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10465/10682 [1:40:17<01:48, 1.99it/s]
1171
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10466/10682 [1:40:18<01:48, 1.99it/s]
1172
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10467/10682 [1:40:18<01:48, 1.99it/s]
1173
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10468/10682 [1:40:19<01:47, 1.99it/s]
1174
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10469/10682 [1:40:19<01:46, 1.99it/s]
1175
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10470/10682 [1:40:20<01:46, 1.99it/s]
1176
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10471/10682 [1:40:20<01:45, 1.99it/s]
1177
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10472/10682 [1:40:21<01:45, 1.99it/s]
1178
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10473/10682 [1:40:21<01:44, 1.99it/s]
1179
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10474/10682 [1:40:22<01:44, 1.99it/s]
1180
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10475/10682 [1:40:22<01:43, 1.99it/s]
1181
 
1182
+
1183
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10475/10682 [1:40:22<01:43, 1.99it/s]
1184
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10476/10682 [1:40:23<01:43, 1.99it/s]
1185
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10477/10682 [1:40:23<01:42, 1.99it/s]
1186
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10478/10682 [1:40:24<01:42, 1.99it/s]
1187
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10479/10682 [1:40:24<01:42, 1.99it/s]
1188
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10480/10682 [1:40:25<01:41, 1.99it/s]
1189
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10481/10682 [1:40:25<01:40, 1.99it/s]
1190
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10482/10682 [1:40:26<01:40, 1.99it/s]
1191
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10483/10682 [1:40:26<01:39, 1.99it/s]
1192
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10484/10682 [1:40:27<01:39, 1.99it/s]
1193
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10485/10682 [1:40:27<01:38, 1.99it/s]
1194
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10486/10682 [1:40:28<01:38, 1.99it/s]
1195
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10487/10682 [1:40:28<01:38, 1.99it/s]
1196
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10488/10682 [1:40:29<01:37, 1.99it/s]
1197
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10489/10682 [1:40:29<01:36, 1.99it/s]
1198
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10490/10682 [1:40:30<01:36, 1.99it/s]
1199
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10491/10682 [1:40:30<01:35, 1.99it/s]
1200
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10492/10682 [1:40:31<01:35, 1.99it/s]
1201
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10493/10682 [1:40:31<01:34, 1.99it/s]
1202
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10494/10682 [1:40:32<01:34, 1.99it/s]
1203
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10495/10682 [1:40:32<01:33, 1.99it/s]
1204
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10496/10682 [1:40:33<01:33, 1.99it/s]
1205
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10497/10682 [1:40:33<01:32, 1.99it/s]
1206
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10498/10682 [1:40:34<01:32, 2.00it/s]
1207
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10499/10682 [1:40:34<01:31, 1.99it/s]
1208
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10500/10682 [1:40:35<01:31, 1.99it/s]{'loss': 3.116, 'grad_norm': 0.24622003734111786, 'learning_rate': 8.841716933915555e-07, 'epoch': 13.76}
1209
+
1210
 
1211
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10500/10682 [1:40:35<01:31, 1.99it/s]
1212
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10501/10682 [1:40:35<01:30, 1.99it/s]
1213
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10502/10682 [1:40:36<01:30, 1.99it/s]
1214
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10503/10682 [1:40:36<01:29, 1.99it/s]
1215
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10504/10682 [1:40:37<01:29, 1.99it/s]
1216
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10505/10682 [1:40:37<01:28, 1.99it/s]
1217
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10506/10682 [1:40:38<01:28, 1.99it/s]
1218
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10507/10682 [1:40:38<01:27, 1.99it/s]
1219
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10508/10682 [1:40:39<01:27, 1.99it/s]
1220
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10509/10682 [1:40:39<01:26, 1.99it/s]
1221
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10510/10682 [1:40:40<01:26, 1.99it/s]
1222
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10511/10682 [1:40:40<01:25, 1.99it/s]
1223
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10512/10682 [1:40:41<01:25, 1.99it/s]
1224
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10513/10682 [1:40:41<01:24, 1.99it/s]
1225
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10514/10682 [1:40:42<01:24, 1.99it/s]
1226
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10515/10682 [1:40:42<01:23, 1.99it/s]
1227
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10516/10682 [1:40:43<01:23, 1.99it/s]
1228
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10517/10682 [1:40:43<01:22, 1.99it/s]
1229
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10518/10682 [1:40:44<01:22, 1.99it/s]
1230
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10519/10682 [1:40:44<01:21, 1.99it/s]
1231
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10520/10682 [1:40:45<01:21, 1.99it/s]
1232
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10521/10682 [1:40:45<01:20, 1.99it/s]
1233
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10522/10682 [1:40:46<01:20, 1.99it/s]
1234
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10523/10682 [1:40:46<01:19, 1.99it/s]
1235
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10524/10682 [1:40:47<01:19, 1.99it/s]
1236
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10525/10682 [1:40:47<01:18, 1.99it/s]{'loss': 3.1108, 'grad_norm': 0.24499115347862244, 'learning_rate': 6.580000036264244e-07, 'epoch': 13.79}
1237
+
1238
 
1239
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10525/10682 [1:40:47<01:18, 1.99it/s]
1240
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10526/10682 [1:40:48<01:18, 1.99it/s]
1241
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10527/10682 [1:40:48<01:17, 1.99it/s]
1242
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10528/10682 [1:40:49<01:17, 1.99it/s]
1243
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10529/10682 [1:40:50<01:16, 1.99it/s]
1244
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10530/10682 [1:40:50<01:16, 1.99it/s]
1245
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10531/10682 [1:40:51<01:15, 1.99it/s]
1246
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10532/10682 [1:40:51<01:15, 1.99it/s]
1247
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10533/10682 [1:40:52<01:14, 1.99it/s]
1248
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10534/10682 [1:40:52<01:14, 1.99it/s]
1249
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10535/10682 [1:40:53<01:13, 1.99it/s]
1250
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10536/10682 [1:40:53<01:13, 1.99it/s]
1251
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10537/10682 [1:40:54<01:12, 1.99it/s]
1252
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10538/10682 [1:40:54<01:12, 1.99it/s]
1253
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10539/10682 [1:40:55<01:11, 1.99it/s]
1254
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10540/10682 [1:40:55<01:11, 2.00it/s]
1255
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10541/10682 [1:40:56<01:10, 2.00it/s]
1256
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10542/10682 [1:40:56<01:10, 1.99it/s]
1257
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10543/10682 [1:40:57<01:09, 1.99it/s]
1258
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10544/10682 [1:40:57<01:09, 1.99it/s]
1259
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10545/10682 [1:40:58<01:08, 1.99it/s]
1260
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10546/10682 [1:40:58<01:08, 1.99it/s]
1261
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10547/10682 [1:40:59<01:07, 1.99it/s]
1262
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 10548/10682 [1:40:59<01:07, 1.99it/s]
1263
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10549/10682 [1:41:00<01:06, 1.99it/s]
1264
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10550/10682 [1:41:00<01:06, 1.99it/s]
1265
  {'loss': 3.1109, 'grad_norm': 0.24714048206806183, 'learning_rate': 4.651600211027507e-07, 'epoch': 13.83}
1266
+
1267
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10550/10682 [1:41:00<01:06, 1.99it/s]
1268
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10551/10682 [1:41:01<01:05, 1.99it/s]
1269
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10552/10682 [1:41:01<01:05, 1.99it/s]
1270
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10553/10682 [1:41:02<01:04, 1.99it/s]
1271
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10554/10682 [1:41:02<01:04, 1.99it/s]
1272
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10555/10682 [1:41:03<01:03, 1.99it/s]
1273
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10556/10682 [1:41:03<01:03, 1.99it/s]
1274
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10557/10682 [1:41:04<01:02, 1.99it/s]
1275
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10558/10682 [1:41:04<01:02, 1.99it/s]
1276
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10559/10682 [1:41:05<01:01, 1.99it/s]
1277
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10560/10682 [1:41:05<01:01, 1.99it/s]
1278
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10561/10682 [1:41:06<01:00, 1.99it/s]
1279
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10562/10682 [1:41:06<01:00, 1.99it/s]
1280
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10563/10682 [1:41:07<00:59, 1.99it/s]
1281
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10564/10682 [1:41:07<00:59, 1.99it/s]
1282
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10565/10682 [1:41:08<00:58, 1.99it/s]
1283
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10566/10682 [1:41:08<00:58, 1.99it/s]
1284
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10567/10682 [1:41:09<00:57, 1.99it/s]
1285
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10568/10682 [1:41:09<00:57, 1.99it/s]
1286
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10569/10682 [1:41:10<00:56, 1.99it/s]
1287
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10570/10682 [1:41:10<00:56, 1.99it/s]
1288
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10571/10682 [1:41:11<00:55, 1.99it/s]
1289
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10572/10682 [1:41:11<00:55, 1.99it/s]
1290
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10573/10682 [1:41:12<00:54, 1.99it/s]
1291
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10574/10682 [1:41:12<00:54, 1.99it/s]
1292
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10575/10682 [1:41:13<00:53, 1.99it/s]{'loss': 3.1055, 'grad_norm': 0.24866575002670288, 'learning_rate': 3.0566461813213986e-07, 'epoch': 13.86}
1293
+
1294
 
1295
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10575/10682 [1:41:13<00:53, 1.99it/s]
1296
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10576/10682 [1:41:13<00:53, 1.99it/s]
1297
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10577/10682 [1:41:14<00:52, 1.99it/s]
1298
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10578/10682 [1:41:14<00:52, 1.99it/s]
1299
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10579/10682 [1:41:15<00:51, 1.99it/s]
1300
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10580/10682 [1:41:15<00:51, 1.99it/s]
1301
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10581/10682 [1:41:16<00:50, 1.99it/s]
1302
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10582/10682 [1:41:16<00:50, 1.99it/s]
1303
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10583/10682 [1:41:17<00:49, 1.99it/s]
1304
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10584/10682 [1:41:17<00:49, 1.99it/s]
1305
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10585/10682 [1:41:18<00:48, 1.99it/s]
1306
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10586/10682 [1:41:18<00:48, 1.99it/s]
1307
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10587/10682 [1:41:19<00:47, 1.99it/s]
1308
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10588/10682 [1:41:19<00:47, 1.99it/s]
1309
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10589/10682 [1:41:20<00:46, 1.99it/s]
1310
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10590/10682 [1:41:20<00:46, 1.99it/s]
1311
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10591/10682 [1:41:21<00:45, 1.99it/s]
1312
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10592/10682 [1:41:21<00:45, 1.99it/s]
1313
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10593/10682 [1:41:22<00:44, 1.99it/s]
1314
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10594/10682 [1:41:22<00:44, 1.99it/s]
1315
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10595/10682 [1:41:23<00:43, 1.99it/s]
1316
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10596/10682 [1:41:23<00:43, 1.99it/s]
1317
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10597/10682 [1:41:24<00:42, 1.99it/s]
1318
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10598/10682 [1:41:24<00:42, 1.97it/s]
1319
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10599/10682 [1:41:25<00:41, 1.98it/s]
1320
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10600/10682 [1:41:25<00:41, 1.98it/s]
1321
 
1322
+
1323
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10600/10682 [1:41:25<00:41, 1.98it/s]
1324
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10601/10682 [1:41:26<00:40, 1.99it/s]
1325
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10602/10682 [1:41:26<00:40, 1.99it/s]
1326
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10603/10682 [1:41:27<00:39, 1.99it/s]
1327
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10604/10682 [1:41:27<00:39, 1.99it/s]
1328
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10605/10682 [1:41:28<00:38, 1.99it/s]
1329
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10606/10682 [1:41:28<00:38, 1.99it/s]
1330
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10607/10682 [1:41:29<00:37, 1.99it/s]
1331
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10608/10682 [1:41:29<00:37, 2.00it/s]
1332
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10609/10682 [1:41:30<00:36, 2.00it/s]
1333
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10610/10682 [1:41:30<00:36, 2.00it/s]
1334
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10611/10682 [1:41:31<00:35, 1.99it/s]
1335
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10612/10682 [1:41:31<00:35, 2.00it/s]
1336
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10613/10682 [1:41:32<00:34, 2.00it/s]
1337
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10614/10682 [1:41:32<00:34, 1.99it/s]
1338
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10615/10682 [1:41:33<00:33, 1.99it/s]
1339
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10616/10682 [1:41:33<00:33, 1.99it/s]
1340
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10617/10682 [1:41:34<00:32, 1.99it/s]
1341
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10618/10682 [1:41:34<00:32, 1.99it/s]
1342
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10619/10682 [1:41:35<00:31, 1.99it/s]
1343
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10620/10682 [1:41:35<00:31, 1.99it/s]
1344
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10621/10682 [1:41:36<00:30, 1.99it/s]
1345
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10622/10682 [1:41:36<00:30, 1.99it/s]
1346
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10623/10682 [1:41:37<00:29, 1.99it/s]
1347
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10624/10682 [1:41:37<00:29, 2.00it/s]
1348
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10625/10682 [1:41:38<00:28, 1.99it/s]{'loss': 3.1138, 'grad_norm': 0.24934372305870056, 'learning_rate': 8.674791042273533e-08, 'epoch': 13.93}
1349
 
1350
+
1351
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10625/10682 [1:41:38<00:28, 1.99it/s]
1352
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10626/10682 [1:41:38<00:28, 1.99it/s]
1353
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10627/10682 [1:41:39<00:27, 1.99it/s]
1354
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰| 10628/10682 [1:41:39<00:27, 2.00it/s]
1355
 
1356
+
1357
 
1358
+
1359
 
1360
+
1361
+ Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.