Tristan commited on
Commit
d45e451
β€’
1 Parent(s): 4b6b5c0

Training in progress, epoch 12

Browse files
logs/events.out.tfevents.1716829581.sphinx2 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ecb45ab799eca00b96b768471e14c6adc8cab7531b5044de2effe23c6dc89863
3
- size 81990
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:746138e2c2b6d5b5db1e63d77ed9640b02a0a1d4bf153cf4c989586d6832b8f2
3
+ size 88531
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:42e1cfd12ddc6f8ddf60895a397caa2d2794d70a9a76cc4471364023273a3902
3
  size 281715176
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d250e12349978270db673e201e2ae15722acb41c1fe39adefb2be0d0587306ef
3
  size 281715176
train_job_output.txt CHANGED
@@ -555,4 +555,35 @@ command outputs:
555
 
556
 
557
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9100/10682 [1:17:44<12:59, 2.03it/s]
558
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9101/10682 [1:17:45<13:00, 2.02it/s]
559
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9102/10682 [1:17:45<12:59, 2.03it/s]
560
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9103/10682 [1:17:46<12:58, 2.03it/s]
561
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9104/10682 [1:17:46<12:59, 2.03it/s]
562
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9105/10682 [1:17:47<12:57, 2.03it/s]
563
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9106/10682 [1:17:47<12:57, 2.03it/s]
564
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9107/10682 [1:17:48<12:56, 2.03it/s]
565
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9108/10682 [1:17:48<12:56, 2.03it/s]
566
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9109/10682 [1:17:49<12:55, 2.03it/s]
567
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9110/10682 [1:17:49<12:54, 2.03it/s]
568
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9111/10682 [1:17:50<12:55, 2.03it/s]
569
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9112/10682 [1:17:50<12:53, 2.03it/s]
570
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9113/10682 [1:17:51<12:53, 2.03it/s]
571
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9114/10682 [1:17:51<12:52, 2.03it/s]
572
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9115/10682 [1:17:52<12:51, 2.03it/s]
573
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9116/10682 [1:17:52<12:52, 2.03it/s]
574
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9117/10682 [1:17:53<12:51, 2.03it/s]
575
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9118/10682 [1:17:53<12:51, 2.03it/s]
576
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9119/10682 [1:17:54<12:50, 2.03it/s]
577
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9120/10682 [1:17:54<12:51, 2.03it/s]
578
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9121/10682 [1:17:55<12:50, 2.03it/s]
579
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9122/10682 [1:17:55<12:50, 2.02it/s]
580
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9123/10682 [1:17:55<12:49, 2.02it/s]
581
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9124/10682 [1:17:56<12:49, 2.03it/s]
582
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9125/10682 [1:17:56<12:49, 2.02it/s]{'loss': 2.6917, 'grad_norm': 0.26624444127082825, 'learning_rate': 6.334441157888504e-05, 'epoch': 11.95}
583
 
584
 
585
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9125/10682 [1:17:56<12:49, 2.02it/s]
586
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9126/10682 [1:17:57<12:49, 2.02it/s]
587
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9127/10682 [1:17:57<12:48, 2.02it/s]
588
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9128/10682 [1:17:58<12:47, 2.02it/s]
589
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9129/10682 [1:17:58<12:46, 2.02it/s]
590
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9130/10682 [1:17:59<12:47, 2.02it/s]
591
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9131/10682 [1:17:59<12:45, 2.03it/s]
592
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9132/10682 [1:18:00<12:45, 2.02it/s]
593
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9133/10682 [1:18:00<12:44, 2.03it/s]
594
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9134/10682 [1:18:01<12:44, 2.03it/s]
595
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9135/10682 [1:18:01<12:43, 2.03it/s]
596
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9136/10682 [1:18:02<12:43, 2.03it/s]
597
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9137/10682 [1:18:02<12:42, 2.03it/s]
598
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9138/10682 [1:18:03<12:41, 2.03it/s]
599
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9139/10682 [1:18:03<12:41, 2.03it/s]
600
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9140/10682 [1:18:04<12:40, 2.03it/s]
601
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9141/10682 [1:18:04<12:39, 2.03it/s]
602
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9142/10682 [1:18:05<12:39, 2.03it/s]
603
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9143/10682 [1:18:05<12:39, 2.03it/s]
604
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9144/10682 [1:18:06<12:39, 2.03it/s]
605
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9145/10682 [1:18:06<12:38, 2.03it/s]
606
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9146/10682 [1:18:07<12:38, 2.03it/s]
607
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9147/10682 [1:18:07<12:36, 2.03it/s]
608
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9148/10682 [1:18:08<12:37, 2.03it/s]
609
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9149/10682 [1:18:08<12:36, 2.03it/s]
610
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9150/10682 [1:18:09<12:35, 2.03it/s]{'loss': 2.6889, 'grad_norm': 0.2705479860305786, 'learning_rate': 6.1368906655978e-05, 'epoch': 11.98}
611
 
612
 
613
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9150/10682 [1:18:09<12:35, 2.03it/s]
614
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9151/10682 [1:18:09<12:36, 2.02it/s]
615
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9152/10682 [1:18:10<12:35, 2.03it/s]
616
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9153/10682 [1:18:10<12:35, 2.02it/s]
617
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9154/10682 [1:18:11<12:34, 2.02it/s]
618
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9155/10682 [1:18:11<12:34, 2.02it/s]
619
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9156/10682 [1:18:12<12:33, 2.03it/s]
620
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9157/10682 [1:18:12<12:32, 2.03it/s]
621
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9158/10682 [1:18:13<12:32, 2.03it/s]
622
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9159/10682 [1:18:13<12:31, 2.03it/s]
623
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9160/10682 [1:18:14<12:30, 2.03it/s]
624
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9161/10682 [1:18:14<12:29, 2.03it/s]
625
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½οΏ½β–Œ | 9162/10682 [1:18:15<12:22, 2.05it/s]
626
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9163/10682 [1:18:28<1:45:57, 4.19s/it]
627
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9164/10682 [1:18:28<1:17:55, 3.08s/it]
628
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9165/10682 [1:18:29<58:14, 2.30s/it]
629
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9166/10682 [1:18:29<44:33, 1.76s/it]
630
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9167/10682 [1:18:30<34:54, 1.38s/it]
631
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9168/10682 [1:18:30<28:08, 1.12s/it]
632
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9169/10682 [1:18:31<23:24, 1.08it/s]
633
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9170/10682 [1:18:31<20:06, 1.25it/s]
634
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9171/10682 [1:18:31<17:47, 1.42it/s]
635
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9172/10682 [1:18:32<16:15, 1.55it/s]
636
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9173/10682 [1:18:32<15:06, 1.66it/s]
637
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9174/10682 [1:18:33<14:17, 1.76it/s]
638
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9175/10682 [1:18:33<13:44, 1.83it/s]{'loss': 2.6468, 'grad_norm': 0.26857879757881165, 'learning_rate': 5.94226809108499e-05, 'epoch': 12.02}
639
-
640
 
641
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9175/10682 [1:18:33<13:44, 1.83it/s]
642
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9176/10682 [1:18:34<13:19, 1.88it/s]
643
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9177/10682 [1:18:34<13:02, 1.92it/s]
644
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9178/10682 [1:18:35<12:49, 1.96it/s]
645
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9179/10682 [1:18:35<12:40, 1.98it/s]
646
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9180/10682 [1:18:36<12:33, 1.99it/s]
647
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9181/10682 [1:18:36<12:28, 2.00it/s]
648
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9182/10682 [1:18:37<12:27, 2.01it/s]
649
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9183/10682 [1:18:37<12:24, 2.01it/s]
650
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9184/10682 [1:18:38<12:23, 2.01it/s]
651
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9185/10682 [1:18:38<12:21, 2.02it/s]
652
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9186/10682 [1:18:39<12:21, 2.02it/s]
653
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9187/10682 [1:18:39<12:19, 2.02it/s]
654
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9188/10682 [1:18:40<12:18, 2.02it/s]
655
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9189/10682 [1:18:40<12:18, 2.02it/s]
656
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9190/10682 [1:18:41<12:19, 2.02it/s]
 
657
 
658
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9175/10682 [1:18:33<13:44, 1.83it/s]
659
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9176/10682 [1:18:34<13:19, 1.88it/s]
660
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9177/10682 [1:18:34<13:02, 1.92it/s]
661
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9178/10682 [1:18:35<12:49, 1.96it/s]
662
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9179/10682 [1:18:35<12:40, 1.98it/s]
663
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9180/10682 [1:18:36<12:33, 1.99it/s]
664
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9181/10682 [1:18:36<12:28, 2.00it/s]
665
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9182/10682 [1:18:37<12:27, 2.01it/s]
666
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9183/10682 [1:18:37<12:24, 2.01it/s]
667
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9184/10682 [1:18:38<12:23, 2.01it/s]
668
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9185/10682 [1:18:38<12:21, 2.02it/s]
669
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9186/10682 [1:18:39<12:21, 2.02it/s]
670
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9187/10682 [1:18:39<12:19, 2.02it/s]
671
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9188/10682 [1:18:40<12:18, 2.02it/s]
672
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9189/10682 [1:18:40<12:18, 2.02it/s]
673
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9190/10682 [1:18:41<12:19, 2.02it/s]
674
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9191/10682 [1:18:41<12:20, 2.01it/s]
675
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9192/10682 [1:18:42<12:17, 2.02it/s]
676
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9193/10682 [1:18:42<12:15, 2.02it/s]
677
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9194/10682 [1:18:43<12:14, 2.03it/s]
678
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9195/10682 [1:18:43<12:12, 2.03it/s]
679
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9196/10682 [1:18:44<12:12, 2.03it/s]
680
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9197/10682 [1:18:44<12:11, 2.03it/s]
681
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9198/10682 [1:18:45<12:10, 2.03it/s]
682
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9199/10682 [1:18:45<12:10, 2.03it/s]
683
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9200/10682 [1:18:46<12:09, 2.03it/s]{'loss': 2.6277, 'grad_norm': 0.2667827308177948, 'learning_rate': 5.7505864256519716e-05, 'epoch': 12.05}
 
684
 
685
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9200/10682 [1:18:46<12:09, 2.03it/s]
686
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9201/10682 [1:18:46<12:09, 2.03it/s]
687
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9202/10682 [1:18:47<12:09, 2.03it/s]
688
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9203/10682 [1:18:47<12:08, 2.03it/s]
689
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9204/10682 [1:18:48<12:09, 2.03it/s]
690
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9205/10682 [1:18:48<12:07, 2.03it/s]
691
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9206/10682 [1:18:49<12:05, 2.03it/s]
692
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9207/10682 [1:18:49<12:05, 2.03it/s]
693
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9208/10682 [1:18:50<12:05, 2.03it/s]
694
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9209/10682 [1:18:50<12:04, 2.03it/s]
695
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9210/10682 [1:18:51<12:04, 2.03it/s]
696
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9211/10682 [1:18:51<12:03, 2.03it/s]
697
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9212/10682 [1:18:52<12:03, 2.03it/s]
698
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9213/10682 [1:18:52<12:03, 2.03it/s]
699
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9214/10682 [1:18:53<12:02, 2.03it/s]
700
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9215/10682 [1:18:53<12:02, 2.03it/s]
701
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9216/10682 [1:18:54<12:01, 2.03it/s]
702
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9217/10682 [1:18:54<12:01, 2.03it/s]
703
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9218/10682 [1:18:55<12:00, 2.03it/s]
704
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9219/10682 [1:18:55<12:00, 2.03it/s]
705
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9220/10682 [1:18:56<12:00, 2.03it/s]
706
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9221/10682 [1:18:56<12:00, 2.03it/s]
707
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9222/10682 [1:18:57<11:59, 2.03it/s]
708
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9223/10682 [1:18:57<11:58, 2.03it/s]
709
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9224/10682 [1:18:58<11:58, 2.03it/s]
710
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9225/10682 [1:18:58<11:58, 2.03it/s]{'loss': 2.6087, 'grad_norm': 0.26708680391311646, 'learning_rate': 5.561858464291258e-05, 'epoch': 12.08}
711
 
 
712
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9225/10682 [1:18:58<11:58, 2.03it/s]
713
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9226/10682 [1:18:59<11:58, 2.03it/s]
714
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9227/10682 [1:18:59<11:58, 2.02it/s]
715
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9228/10682 [1:19:00<11:57, 2.03it/s]
716
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9229/10682 [1:19:00<11:56, 2.03it/s]
717
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9230/10682 [1:19:01<11:55, 2.03it/s]
718
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9231/10682 [1:19:01<11:54, 2.03it/s]
719
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9232/10682 [1:19:02<11:54, 2.03it/s]
720
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9233/10682 [1:19:02<11:54, 2.03it/s]
721
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9234/10682 [1:19:03<11:53, 2.03it/s]
722
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9235/10682 [1:19:03<11:53, 2.03it/s]
723
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9236/10682 [1:19:04<11:52, 2.03it/s]
724
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9237/10682 [1:19:04<11:52, 2.03it/s]
725
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9238/10682 [1:19:05<11:51, 2.03it/s]
726
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9239/10682 [1:19:05<11:50, 2.03it/s]
727
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9240/10682 [1:19:06<11:50, 2.03it/s]
728
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9241/10682 [1:19:06<11:49, 2.03it/s]
729
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9242/10682 [1:19:07<11:49, 2.03it/s]
730
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9243/10682 [1:19:07<11:48, 2.03it/s]
731
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9244/10682 [1:19:07<11:47, 2.03it/s]
732
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9245/10682 [1:19:08<11:47, 2.03it/s]
733
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9246/10682 [1:19:08<11:47, 2.03it/s]
734
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9247/10682 [1:19:09<11:45, 2.03it/s]
735
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9248/10682 [1:19:09<11:45, 2.03it/s]
736
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9249/10682 [1:19:10<11:45, 2.03it/s]
737
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9250/10682 [1:19:10<11:44, 2.03it/s]{'loss': 2.6341, 'grad_norm': 0.2648920714855194, 'learning_rate': 5.3760968048319145e-05, 'epoch': 12.12}
 
738
 
739
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9250/10682 [1:19:10<11:44, 2.03it/s]
740
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9251/10682 [1:19:11<11:45, 2.03it/s]
741
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9252/10682 [1:19:11<11:44, 2.03it/s]
742
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9253/10682 [1:19:12<11:44, 2.03it/s]
743
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9254/10682 [1:19:12<11:43, 2.03it/s]
744
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9255/10682 [1:19:13<11:43, 2.03it/s]
745
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9256/10682 [1:19:13<11:43, 2.03it/s]
746
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9257/10682 [1:19:14<11:42, 2.03it/s]
747
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9258/10682 [1:19:14<11:41, 2.03it/s]
748
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9259/10682 [1:19:15<11:41, 2.03it/s]
749
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9260/10682 [1:19:15<11:40, 2.03it/s]
750
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9261/10682 [1:19:16<11:40, 2.03it/s]
751
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9262/10682 [1:19:16<11:39, 2.03it/s]
752
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9263/10682 [1:19:17<11:39, 2.03it/s]
753
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9264/10682 [1:19:17<11:39, 2.03it/s]
754
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9265/10682 [1:19:18<11:37, 2.03it/s]
755
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9266/10682 [1:19:18<11:37, 2.03it/s]
756
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9267/10682 [1:19:19<11:36, 2.03it/s]
757
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9268/10682 [1:19:19<11:36, 2.03it/s]
758
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9269/10682 [1:19:20<11:36, 2.03it/s]
759
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9270/10682 [1:19:20<11:35, 2.03it/s]
760
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9271/10682 [1:19:21<11:35, 2.03it/s]
761
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½οΏ½ | 9272/10682 [1:19:21<11:34, 2.03it/s]
762
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9273/10682 [1:19:22<11:34, 2.03it/s]
763
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9274/10682 [1:19:22<11:33, 2.03it/s]
764
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9275/10682 [1:19:23<11:33, 2.03it/s]{'loss': 2.6443, 'grad_norm': 0.268455445766449, 'learning_rate': 5.193313847098613e-05, 'epoch': 12.15}
 
765
 
766
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9275/10682 [1:19:23<11:33, 2.03it/s]
767
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9276/10682 [1:19:23<11:33, 2.03it/s]
768
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9277/10682 [1:19:24<11:32, 2.03it/s]
769
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9278/10682 [1:19:24<11:31, 2.03it/s]
770
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9279/10682 [1:19:25<11:31, 2.03it/s]
771
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9280/10682 [1:19:25<11:30, 2.03it/s]
772
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9281/10682 [1:19:26<11:30, 2.03it/s]
773
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9282/10682 [1:19:26<11:30, 2.03it/s]
774
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9283/10682 [1:19:27<11:28, 2.03it/s]
775
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9284/10682 [1:19:27<11:28, 2.03it/s]
776
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9285/10682 [1:19:28<11:28, 2.03it/s]
777
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9286/10682 [1:19:28<11:27, 2.03it/s]
778
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9287/10682 [1:19:29<11:27, 2.03it/s]
779
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9288/10682 [1:19:29<11:27, 2.03it/s]
780
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9289/10682 [1:19:30<11:26, 2.03it/s]
781
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9290/10682 [1:19:30<11:26, 2.03it/s]
782
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9291/10682 [1:19:31<11:25, 2.03it/s]
783
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9292/10682 [1:19:31<11:25, 2.03it/s]
784
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9293/10682 [1:19:32<11:25, 2.03it/s]
785
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9294/10682 [1:19:32<11:24, 2.03it/s]
786
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9295/10682 [1:19:33<11:24, 2.03it/s]
787
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9296/10682 [1:19:33<11:24, 2.03it/s]
788
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9297/10682 [1:19:34<11:23, 2.03it/s]
789
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9298/10682 [1:19:34<11:23, 2.03it/s]
790
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9299/10682 [1:19:35<11:21, 2.03it/s]
791
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9300/10682 [1:19:35<11:21, 2.03it/s]{'loss': 2.6238, 'grad_norm': 0.2692926526069641, 'learning_rate': 5.0135217920839137e-05, 'epoch': 12.18}
 
792
 
793
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9300/10682 [1:19:35<11:21, 2.03it/s]
794
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9301/10682 [1:19:36<11:21, 2.03it/s]
795
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9302/10682 [1:19:36<11:21, 2.03it/s]
796
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9303/10682 [1:19:37<11:20, 2.03it/s]
797
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9304/10682 [1:19:37<11:19, 2.03it/s]
798
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9305/10682 [1:19:38<11:19, 2.03it/s]
799
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9306/10682 [1:19:38<11:18, 2.03it/s]
800
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9307/10682 [1:19:39<11:18, 2.03it/s]
801
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9308/10682 [1:19:39<11:17, 2.03it/s]
802
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9309/10682 [1:19:40<11:17, 2.03it/s]
803
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9310/10682 [1:19:40<11:16, 2.03it/s]
804
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9311/10682 [1:19:41<11:15, 2.03it/s]
805
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9312/10682 [1:19:41<11:15, 2.03it/s]
806
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9313/10682 [1:19:42<11:14, 2.03it/s]
807
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9314/10682 [1:19:42<11:14, 2.03it/s]
808
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9315/10682 [1:19:42<11:13, 2.03it/s]
809
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9316/10682 [1:19:43<11:14, 2.03it/s]
810
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9317/10682 [1:19:43<11:13, 2.03it/s]
811
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9318/10682 [1:19:44<11:12, 2.03it/s]
812
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9319/10682 [1:19:44<11:12, 2.03it/s]
813
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9320/10682 [1:19:45<11:11, 2.03it/s]
814
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9321/10682 [1:19:45<11:11, 2.03it/s]
815
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9322/10682 [1:19:46<11:10, 2.03it/s]
816
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9323/10682 [1:19:46<11:09, 2.03it/s]
817
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9324/10682 [1:19:47<11:09, 2.03it/s]
818
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9325/10682 [1:19:47<11:08, 2.03it/s]{'loss': 2.6351, 'grad_norm': 0.2662162184715271, 'learning_rate': 4.836732641133895e-05, 'epoch': 12.21}
 
819
 
820
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9325/10682 [1:19:47<11:08, 2.03it/s]
821
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9326/10682 [1:19:48<11:09, 2.03it/s]
822
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9327/10682 [1:19:48<11:08, 2.03it/s]
823
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9328/10682 [1:19:49<11:08, 2.02it/s]
824
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9329/10682 [1:19:49<11:07, 2.03it/s]
825
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9330/10682 [1:19:50<11:06, 2.03it/s]
826
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9331/10682 [1:19:50<11:06, 2.03it/s]
827
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9332/10682 [1:19:51<11:05, 2.03it/s]
828
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9333/10682 [1:19:51<11:05, 2.03it/s]
829
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9334/10682 [1:19:52<11:03, 2.03it/s]
830
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9335/10682 [1:19:52<11:04, 2.03it/s]
831
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9336/10682 [1:19:53<11:03, 2.03it/s]
832
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9337/10682 [1:19:53<11:03, 2.03it/s]
833
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9338/10682 [1:19:54<11:03, 2.03it/s]
834
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9339/10682 [1:19:54<11:02, 2.03it/s]
835
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9340/10682 [1:19:55<11:02, 2.03it/s]
836
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9341/10682 [1:19:55<11:02, 2.03it/s]
837
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9342/10682 [1:19:56<11:02, 2.02it/s]
838
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9343/10682 [1:19:56<11:00, 2.03it/s]
839
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9344/10682 [1:19:57<11:00, 2.03it/s]
840
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9345/10682 [1:19:57<10:59, 2.03it/s]
841
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9346/10682 [1:19:58<10:59, 2.03it/s]
842
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9347/10682 [1:19:58<10:58, 2.03it/s]
843
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9348/10682 [1:19:59<10:58, 2.03it/s]
844
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9349/10682 [1:19:59<10:57, 2.03it/s]
845
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9350/10682 [1:20:00<10:56, 2.03it/s]
846
 
 
847
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9350/10682 [1:20:00<10:56, 2.03it/s]
848
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9351/10682 [1:20:00<10:57, 2.02it/s]
849
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9352/10682 [1:20:01<10:56, 2.03it/s]
850
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9353/10682 [1:20:01<10:55, 2.03it/s]
851
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9354/10682 [1:20:02<10:54, 2.03it/s]
852
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9355/10682 [1:20:02<10:54, 2.03it/s]
853
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9356/10682 [1:20:03<10:54, 2.03it/s]
854
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9357/10682 [1:20:03<10:53, 2.03it/s]
855
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9358/10682 [1:20:04<10:53, 2.03it/s]
856
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9359/10682 [1:20:04<10:52, 2.03it/s]
857
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9360/10682 [1:20:05<10:52, 2.03it/s]
858
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9361/10682 [1:20:05<10:51, 2.03it/s]
859
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9362/10682 [1:20:06<10:51, 2.03it/s]
860
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9363/10682 [1:20:06<10:50, 2.03it/s]
861
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9364/10682 [1:20:07<10:50, 2.03it/s]
862
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9365/10682 [1:20:07<10:50, 2.03it/s]
863
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9366/10682 [1:20:08<10:49, 2.03it/s]
864
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9367/10682 [1:20:08<10:49, 2.02it/s]
865
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9368/10682 [1:20:09<10:49, 2.02it/s]
866
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9369/10682 [1:20:09<10:48, 2.02it/s]
867
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9370/10682 [1:20:10<10:48, 2.02it/s]
868
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9371/10682 [1:20:10<10:46, 2.03it/s]
869
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9372/10682 [1:20:11<10:46, 2.03it/s]
870
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9373/10682 [1:20:11<10:45, 2.03it/s]
871
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9374/10682 [1:20:12<10:45, 2.03it/s]
872
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9375/10682 [1:20:12<10:44, 2.03it/s]{'loss': 2.6218, 'grad_norm': 0.26617616415023804, 'learning_rate': 4.492210053786228e-05, 'epoch': 12.28}
 
873
 
874
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9375/10682 [1:20:12<10:44, 2.03it/s]
875
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9376/10682 [1:20:13<10:44, 2.03it/s]
876
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9377/10682 [1:20:13<10:44, 2.03it/s]
877
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9378/10682 [1:20:14<10:43, 2.03it/s]
878
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9379/10682 [1:20:14<10:42, 2.03it/s]
879
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9380/10682 [1:20:15<10:42, 2.03it/s]
880
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9381/10682 [1:20:15<10:42, 2.03it/s]
881
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9382/10682 [1:20:16<10:41, 2.03it/s]
882
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9383/10682 [1:20:16<10:40, 2.03it/s]
883
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9384/10682 [1:20:17<10:40, 2.03it/s]
884
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9385/10682 [1:20:17<10:39, 2.03it/s]
885
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9386/10682 [1:20:18<10:39, 2.03it/s]
886
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9387/10682 [1:20:18<10:38, 2.03it/s]
887
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9388/10682 [1:20:19<10:38, 2.03it/s]
888
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9389/10682 [1:20:19<10:37, 2.03it/s]
889
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9390/10682 [1:20:19<10:37, 2.03it/s]
890
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9391/10682 [1:20:20<10:36, 2.03it/s]
891
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9392/10682 [1:20:20<10:36, 2.03it/s]
892
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9393/10682 [1:20:21<10:36, 2.03it/s]
893
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9394/10682 [1:20:21<10:36, 2.02it/s]
894
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9395/10682 [1:20:22<10:35, 2.02it/s]
895
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9396/10682 [1:20:22<10:35, 2.02it/s]
896
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9397/10682 [1:20:23<10:34, 2.03it/s]
897
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9398/10682 [1:20:23<10:33, 2.03it/s]
898
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9399/10682 [1:20:24<10:32, 2.03it/s]
899
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9400/10682 [1:20:24<10:32, 2.03it/s]{'loss': 2.6316, 'grad_norm': 0.2690180540084839, 'learning_rate': 4.3244996147050855e-05, 'epoch': 12.31}
900
 
 
901
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9400/10682 [1:20:24<10:32, 2.03it/s]
902
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9401/10682 [1:20:25<10:32, 2.02it/s]
903
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9402/10682 [1:20:25<10:31, 2.03it/s]
904
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9403/10682 [1:20:26<10:31, 2.03it/s]
905
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9404/10682 [1:20:26<10:30, 2.03it/s]
906
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9405/10682 [1:20:27<10:29, 2.03it/s]
907
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9406/10682 [1:20:27<10:29, 2.03it/s]
908
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9407/10682 [1:20:28<10:28, 2.03it/s]
909
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9408/10682 [1:20:28<10:28, 2.03it/s]
910
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9409/10682 [1:20:29<10:27, 2.03it/s]
911
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9410/10682 [1:20:29<10:27, 2.03it/s]
912
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9411/10682 [1:20:30<10:27, 2.03it/s]
913
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9412/10682 [1:20:30<10:26, 2.03it/s]
914
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9413/10682 [1:20:31<10:25, 2.03it/s]
915
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9414/10682 [1:20:31<10:25, 2.03it/s]
916
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9415/10682 [1:20:32<10:24, 2.03it/s]
917
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9416/10682 [1:20:32<10:23, 2.03it/s]
918
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9417/10682 [1:20:33<10:23, 2.03it/s]
919
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9418/10682 [1:20:33<10:22, 2.03it/s]
920
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9419/10682 [1:20:34<10:22, 2.03it/s]
921
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9420/10682 [1:20:34<10:22, 2.03it/s]
922
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9421/10682 [1:20:35<10:21, 2.03it/s]
923
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9422/10682 [1:20:35<10:20, 2.03it/s]
924
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9423/10682 [1:20:36<10:20, 2.03it/s]
925
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9424/10682 [1:20:36<10:19, 2.03it/s]
926
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9425/10682 [1:20:37<10:18, 2.03it/s]{'loss': 2.629, 'grad_norm': 0.26739317178726196, 'learning_rate': 4.1598380727865315e-05, 'epoch': 12.34}
 
927
 
928
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9425/10682 [1:20:37<10:18, 2.03it/s]
929
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9426/10682 [1:20:37<10:19, 2.03it/s]
930
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9427/10682 [1:20:38<10:18, 2.03it/s]
931
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9428/10682 [1:20:38<10:18, 2.03it/s]
932
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9429/10682 [1:20:39<10:17, 2.03it/s]
933
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9430/10682 [1:20:39<10:16, 2.03it/s]
934
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9431/10682 [1:20:40<10:15, 2.03it/s]
935
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9432/10682 [1:20:40<10:15, 2.03it/s]
936
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9433/10682 [1:20:41<10:14, 2.03it/s]
937
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9434/10682 [1:20:41<10:14, 2.03it/s]
938
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9435/10682 [1:20:42<10:14, 2.03it/s]
939
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9436/10682 [1:20:42<10:13, 2.03it/s]
940
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9437/10682 [1:20:43<10:12, 2.03it/s]
941
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9438/10682 [1:20:43<10:12, 2.03it/s]
942
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9439/10682 [1:20:44<10:12, 2.03it/s]
943
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9440/10682 [1:20:44<10:12, 2.03it/s]
944
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9441/10682 [1:20:45<10:11, 2.03it/s]
945
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9442/10682 [1:20:45<10:10, 2.03it/s]
946
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9443/10682 [1:20:46<10:09, 2.03it/s]
947
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9444/10682 [1:20:46<10:09, 2.03it/s]
948
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9445/10682 [1:20:47<10:08, 2.03it/s]
949
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9446/10682 [1:20:47<10:08, 2.03it/s]
950
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9447/10682 [1:20:48<10:08, 2.03it/s]
951
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9448/10682 [1:20:48<10:07, 2.03it/s]
952
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9449/10682 [1:20:49<10:07, 2.03it/s]
953
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9450/10682 [1:20:49<10:06, 2.03it/s]
954
 
 
955
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9450/10682 [1:20:49<10:06, 2.03it/s]
956
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9451/10682 [1:20:50<10:07, 2.03it/s]
957
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9452/10682 [1:20:50<10:06, 2.03it/s]
958
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9453/10682 [1:20:51<10:05, 2.03it/s]
959
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9454/10682 [1:20:51<10:05, 2.03it/s]
960
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9455/10682 [1:20:52<10:04, 2.03it/s]
961
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9456/10682 [1:20:52<10:04, 2.03it/s]
962
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9457/10682 [1:20:53<10:03, 2.03it/s]
963
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9458/10682 [1:20:53<10:03, 2.03it/s]
964
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9459/10682 [1:20:53<10:02, 2.03it/s]
965
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9460/10682 [1:20:54<10:02, 2.03it/s]
966
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9461/10682 [1:20:54<10:01, 2.03it/s]
967
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9462/10682 [1:20:55<10:01, 2.03it/s]
968
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9463/10682 [1:20:55<10:00, 2.03it/s]
969
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9464/10682 [1:20:56<09:59, 2.03it/s]
970
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9465/10682 [1:20:56<09:59, 2.03it/s]
971
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9466/10682 [1:20:57<09:59, 2.03it/s]
972
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9467/10682 [1:20:57<09:58, 2.03it/s]
973
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9468/10682 [1:20:58<09:58, 2.03it/s]
974
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9469/10682 [1:20:58<09:57, 2.03it/s]
975
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9470/10682 [1:20:59<09:57, 2.03it/s]
976
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9471/10682 [1:20:59<09:56, 2.03it/s]
977
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9472/10682 [1:21:00<09:55, 2.03it/s]
978
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9473/10682 [1:21:00<09:55, 2.03it/s]
979
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9474/10682 [1:21:01<09:54, 2.03it/s]
980
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9475/10682 [1:21:01<09:54, 2.03it/s]{'loss': 2.6416, 'grad_norm': 0.26726436614990234, 'learning_rate': 3.839705441646779e-05, 'epoch': 12.41}
 
981
 
982
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9475/10682 [1:21:01<09:54, 2.03it/s]
983
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9476/10682 [1:21:02<09:54, 2.03it/s]
984
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9477/10682 [1:21:02<09:53, 2.03it/s]
985
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9478/10682 [1:21:03<09:53, 2.03it/s]
986
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9479/10682 [1:21:03<09:52, 2.03it/s]
987
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9480/10682 [1:21:04<09:51, 2.03it/s]
988
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9481/10682 [1:21:04<09:51, 2.03it/s]
989
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9482/10682 [1:21:05<09:51, 2.03it/s]
990
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9483/10682 [1:21:05<09:50, 2.03it/s]
991
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9484/10682 [1:21:06<09:49, 2.03it/s]
992
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9485/10682 [1:21:06<09:50, 2.03it/s]
993
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9486/10682 [1:21:07<09:49, 2.03it/s]
994
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9487/10682 [1:21:07<09:49, 2.03it/s]
995
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9488/10682 [1:21:08<09:48, 2.03it/s]
996
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9489/10682 [1:21:08<09:47, 2.03it/s]
997
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9490/10682 [1:21:09<09:47, 2.03it/s]
998
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9491/10682 [1:21:09<09:46, 2.03it/s]
999
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9492/10682 [1:21:10<09:45, 2.03it/s]
1000
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9493/10682 [1:21:10<09:45, 2.03it/s]
1001
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9494/10682 [1:21:11<09:44, 2.03it/s]
1002
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9495/10682 [1:21:11<09:45, 2.03it/s]
1003
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9496/10682 [1:21:12<09:44, 2.03it/s]
1004
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9497/10682 [1:21:12<09:43, 2.03it/s]
1005
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9498/10682 [1:21:13<09:43, 2.03it/s]
1006
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9499/10682 [1:21:13<09:41, 2.03it/s]
1007
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9500/10682 [1:21:14<09:41, 2.03it/s]
1008
 
 
1009
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9500/10682 [1:21:14<09:41, 2.03it/s]
1010
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9501/10682 [1:21:14<09:41, 2.03it/s]
1011
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9502/10682 [1:21:15<09:40, 2.03it/s]
1012
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9503/10682 [1:21:15<09:40, 2.03it/s]
1013
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9504/10682 [1:21:16<09:40, 2.03it/s]
1014
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9505/10682 [1:21:16<09:40, 2.03it/s]
1015
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9506/10682 [1:21:17<09:39, 2.03it/s]
1016
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9507/10682 [1:21:17<09:39, 2.03it/s]
1017
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9508/10682 [1:21:18<09:39, 2.03it/s]
1018
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9509/10682 [1:21:18<09:38, 2.03it/s]
1019
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9510/10682 [1:21:19<09:37, 2.03it/s]
1020
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9511/10682 [1:21:19<09:36, 2.03it/s]
1021
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9512/10682 [1:21:20<09:36, 2.03it/s]
1022
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9513/10682 [1:21:20<09:35, 2.03it/s]
1023
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9514/10682 [1:21:21<09:35, 2.03it/s]
1024
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9515/10682 [1:21:21<09:34, 2.03it/s]
1025
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9516/10682 [1:21:22<09:34, 2.03it/s]
1026
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9517/10682 [1:21:22<09:34, 2.03it/s]
1027
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9518/10682 [1:21:23<10:24, 1.86it/s]
1028
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9519/10682 [1:21:23<10:08, 1.91it/s]
1029
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9520/10682 [1:21:24<09:57, 1.94it/s]
1030
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9521/10682 [1:21:24<09:49, 1.97it/s]
1031
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9522/10682 [1:21:25<09:43, 1.99it/s]
1032
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9523/10682 [1:21:25<09:40, 2.00it/s]
1033
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9524/10682 [1:21:26<09:36, 2.01it/s]
1034
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9525/10682 [1:21:26<09:34, 2.01it/s]{'loss': 2.6339, 'grad_norm': 0.2671761214733124, 'learning_rate': 3.531897635965431e-05, 'epoch': 12.48}
 
1035
 
1036
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9525/10682 [1:21:26<09:34, 2.01it/s]
1037
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9526/10682 [1:21:27<09:33, 2.02it/s]
1038
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9527/10682 [1:21:27<09:32, 2.02it/s]
1039
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9528/10682 [1:21:28<09:30, 2.02it/s]
1040
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9529/10682 [1:21:28<09:29, 2.02it/s]
1041
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9530/10682 [1:21:29<09:29, 2.02it/s]
1042
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9531/10682 [1:21:29<09:27, 2.03it/s]
1043
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9532/10682 [1:21:30<09:28, 2.02it/s]
1044
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9533/10682 [1:21:30<09:26, 2.03it/s]
1045
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9534/10682 [1:21:31<09:26, 2.03it/s]
1046
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9535/10682 [1:21:31<09:25, 2.03it/s]
1047
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9536/10682 [1:21:32<09:25, 2.03it/s]
1048
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9537/10682 [1:21:32<09:24, 2.03it/s]
1049
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9538/10682 [1:21:33<09:23, 2.03it/s]
1050
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9539/10682 [1:21:33<09:23, 2.03it/s]
1051
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9540/10682 [1:21:34<09:23, 2.03it/s]
1052
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9541/10682 [1:21:34<09:23, 2.03it/s]
1053
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9542/10682 [1:21:35<09:22, 2.03it/s]
1054
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9543/10682 [1:21:35<09:21, 2.03it/s]
1055
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9544/10682 [1:21:36<09:20, 2.03it/s]
1056
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9545/10682 [1:21:36<09:20, 2.03it/s]
1057
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9546/10682 [1:21:37<09:20, 2.03it/s]
1058
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9547/10682 [1:21:37<09:19, 2.03it/s]
1059
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9548/10682 [1:21:38<09:19, 2.03it/s]
1060
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9549/10682 [1:21:38<09:18, 2.03it/s]
1061
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9550/10682 [1:21:38<09:18, 2.03it/s]{'loss': 2.6398, 'grad_norm': 0.2684043049812317, 'learning_rate': 3.382641354591731e-05, 'epoch': 12.51}
 
1062
 
1063
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9550/10682 [1:21:38<09:18, 2.03it/s]
1064
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9551/10682 [1:21:39<09:18, 2.03it/s]
1065
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9552/10682 [1:21:39<09:17, 2.03it/s]
1066
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9553/10682 [1:21:40<09:17, 2.02it/s]
1067
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9554/10682 [1:21:40<09:16, 2.03it/s]
1068
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9555/10682 [1:21:41<09:15, 2.03it/s]
1069
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9556/10682 [1:21:41<09:15, 2.03it/s]
1070
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9557/10682 [1:21:42<09:14, 2.03it/s]
1071
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9558/10682 [1:21:42<09:13, 2.03it/s]
1072
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9559/10682 [1:21:43<09:14, 2.03it/s]
1073
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9560/10682 [1:21:43<09:13, 2.03it/s]
1074
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9561/10682 [1:21:44<09:12, 2.03it/s]
1075
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9562/10682 [1:21:44<09:12, 2.03it/s]
1076
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9563/10682 [1:21:45<09:11, 2.03it/s]
1077
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9564/10682 [1:21:45<09:11, 2.03it/s]
1078
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9565/10682 [1:21:46<09:11, 2.03it/s]
1079
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9566/10682 [1:21:46<09:11, 2.02it/s]
1080
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9567/10682 [1:21:47<09:10, 2.02it/s]
1081
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9568/10682 [1:21:47<09:10, 2.02it/s]
1082
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9569/10682 [1:21:48<09:09, 2.02it/s]
1083
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9570/10682 [1:21:48<09:09, 2.03it/s]
1084
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9571/10682 [1:21:49<09:08, 2.02it/s]
1085
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9572/10682 [1:21:49<09:08, 2.03it/s]
1086
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9573/10682 [1:21:50<09:07, 2.03it/s]
1087
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9574/10682 [1:21:50<09:06, 2.03it/s]
1088
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9575/10682 [1:21:51<09:06, 2.03it/s]{'loss': 2.6295, 'grad_norm': 0.2759605348110199, 'learning_rate': 3.2364968406054075e-05, 'epoch': 12.54}
 
1089
 
1090
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9575/10682 [1:21:51<09:06, 2.03it/s]
1091
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9576/10682 [1:21:51<09:06, 2.02it/s]
1092
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9577/10682 [1:21:52<09:05, 2.02it/s]
1093
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9578/10682 [1:21:52<09:05, 2.02it/s]
1094
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9579/10682 [1:21:53<09:04, 2.03it/s]
1095
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9580/10682 [1:21:53<09:03, 2.03it/s]
1096
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9581/10682 [1:21:54<09:02, 2.03it/s]
1097
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9582/10682 [1:21:54<09:02, 2.03it/s]
1098
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9583/10682 [1:21:55<09:02, 2.03it/s]
1099
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9584/10682 [1:21:55<09:01, 2.03it/s]
1100
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9585/10682 [1:21:56<09:01, 2.03it/s]
1101
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9586/10682 [1:21:56<09:00, 2.03it/s]
1102
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9587/10682 [1:21:57<09:00, 2.03it/s]
1103
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9588/10682 [1:21:57<08:59, 2.03it/s]
1104
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9589/10682 [1:21:58<08:59, 2.03it/s]
1105
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9590/10682 [1:21:58<08:58, 2.03it/s]
1106
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9591/10682 [1:21:59<08:57, 2.03it/s]
1107
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9592/10682 [1:21:59<08:57, 2.03it/s]
1108
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9593/10682 [1:22:00<08:56, 2.03it/s]
1109
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9594/10682 [1:22:00<08:57, 2.03it/s]
1110
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9595/10682 [1:22:01<08:56, 2.03it/s]
1111
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9596/10682 [1:22:01<08:56, 2.03it/s]
1112
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9597/10682 [1:22:02<08:55, 2.03it/s]
1113
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9598/10682 [1:22:02<08:54, 2.03it/s]
1114
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9599/10682 [1:22:03<08:53, 2.03it/s]
1115
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9600/10682 [1:22:03<08:53, 2.03it/s]{'loss': 2.6293, 'grad_norm': 0.2649473547935486, 'learning_rate': 3.093473849336781e-05, 'epoch': 12.57}
 
1116
 
1117
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9600/10682 [1:22:03<08:53, 2.03it/s]
1118
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9601/10682 [1:22:04<08:54, 2.02it/s]
1119
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9602/10682 [1:22:04<08:53, 2.02it/s]
1120
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9603/10682 [1:22:05<08:52, 2.02it/s]
1121
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9604/10682 [1:22:05<08:51, 2.03it/s]
1122
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9605/10682 [1:22:06<08:51, 2.03it/s]
1123
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9606/10682 [1:22:06<08:50, 2.03it/s]
1124
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9607/10682 [1:22:07<08:50, 2.03it/s]
1125
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9608/10682 [1:22:07<08:49, 2.03it/s]
1126
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9609/10682 [1:22:08<08:49, 2.03it/s]
1127
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9610/10682 [1:22:08<08:49, 2.03it/s]
1128
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9611/10682 [1:22:09<09:33, 1.87it/s]
1129
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9612/10682 [1:22:09<09:19, 1.91it/s]
1130
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9613/10682 [1:22:10<09:09, 1.95it/s]
1131
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9614/10682 [1:22:10<09:01, 1.97it/s]
1132
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9615/10682 [1:22:11<08:56, 1.99it/s]
1133
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9616/10682 [1:22:11<08:52, 2.00it/s]
1134
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9617/10682 [1:22:12<08:50, 2.01it/s]
1135
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9618/10682 [1:22:12<08:48, 2.01it/s]
1136
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9619/10682 [1:22:13<08:46, 2.02it/s]
1137
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9620/10682 [1:22:13<08:45, 2.02it/s]
1138
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9621/10682 [1:22:14<08:44, 2.02it/s]
1139
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9622/10682 [1:22:14<08:44, 2.02it/s]
1140
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9623/10682 [1:22:15<08:43, 2.02it/s]
1141
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9624/10682 [1:22:15<08:42, 2.02it/s]
1142
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9625/10682 [1:22:16<08:41, 2.03it/s]{'loss': 2.6392, 'grad_norm': 0.26671603322029114, 'learning_rate': 2.9535819277506203e-05, 'epoch': 12.61}
 
1143
 
1144
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9625/10682 [1:22:16<08:41, 2.03it/s]
1145
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9626/10682 [1:22:16<08:41, 2.02it/s]
1146
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9627/10682 [1:22:17<08:40, 2.03it/s]
1147
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9628/10682 [1:22:17<08:40, 2.03it/s]
1148
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9629/10682 [1:22:18<08:39, 2.03it/s]
1149
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9630/10682 [1:22:18<08:39, 2.03it/s]
1150
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9631/10682 [1:22:19<08:38, 2.03it/s]
1151
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9632/10682 [1:22:19<08:38, 2.03it/s]
1152
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9633/10682 [1:22:20<08:37, 2.03it/s]
1153
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9634/10682 [1:22:20<08:37, 2.03it/s]
1154
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9635/10682 [1:22:21<08:36, 2.03it/s]
1155
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9636/10682 [1:22:21<08:35, 2.03it/s]
1156
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9637/10682 [1:22:22<08:35, 2.03it/s]
1157
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9638/10682 [1:22:22<08:35, 2.03it/s]
1158
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9639/10682 [1:22:23<08:34, 2.03it/s]
1159
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9640/10682 [1:22:23<08:34, 2.03it/s]
1160
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9641/10682 [1:22:24<08:33, 2.03it/s]
1161
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9642/10682 [1:22:24<08:32, 2.03it/s]
1162
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9643/10682 [1:22:25<08:32, 2.03it/s]
1163
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9644/10682 [1:22:25<08:31, 2.03it/s]
1164
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9645/10682 [1:22:26<08:31, 2.03it/s]
1165
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9646/10682 [1:22:26<08:30, 2.03it/s]
1166
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9647/10682 [1:22:26<08:29, 2.03it/s]
1167
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9648/10682 [1:22:27<08:29, 2.03it/s]
1168
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9649/10682 [1:22:27<08:28, 2.03it/s]
1169
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9650/10682 [1:22:28<08:27, 2.03it/s]{'loss': 2.6413, 'grad_norm': 0.27070415019989014, 'learning_rate': 2.8168304138088295e-05, 'epoch': 12.64}
1170
 
 
1171
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9650/10682 [1:22:28<08:27, 2.03it/s]
1172
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9651/10682 [1:22:28<08:28, 2.03it/s]
1173
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9652/10682 [1:22:29<08:27, 2.03it/s]
1174
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9653/10682 [1:22:29<08:27, 2.03it/s]
1175
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9654/10682 [1:22:30<08:26, 2.03it/s]
1176
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9655/10682 [1:22:30<08:26, 2.03it/s]
1177
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9656/10682 [1:22:31<08:25, 2.03it/s]
1178
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9657/10682 [1:22:31<08:25, 2.03it/s]
1179
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9658/10682 [1:22:32<08:25, 2.03it/s]
1180
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9659/10682 [1:22:32<08:24, 2.03it/s]
1181
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9660/10682 [1:22:33<08:24, 2.02it/s]
1182
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9661/10682 [1:22:33<08:24, 2.03it/s]
1183
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9662/10682 [1:22:34<08:24, 2.02it/s]
1184
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9663/10682 [1:22:34<08:23, 2.02it/s]
1185
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9664/10682 [1:22:35<08:23, 2.02it/s]
1186
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9665/10682 [1:22:35<08:23, 2.02it/s]
1187
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9666/10682 [1:22:36<08:22, 2.02it/s]
1188
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9667/10682 [1:22:36<08:21, 2.02it/s]
1189
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9668/10682 [1:22:37<08:21, 2.02it/s]
1190
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9669/10682 [1:22:37<08:20, 2.03it/s]
1191
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9670/10682 [1:22:38<08:19, 2.03it/s]
1192
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9671/10682 [1:22:38<08:19, 2.03it/s]
1193
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9672/10682 [1:22:39<08:18, 2.03it/s]
1194
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9673/10682 [1:22:39<08:17, 2.03it/s]
1195
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9674/10682 [1:22:40<08:16, 2.03it/s]
1196
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9675/10682 [1:22:40<08:16, 2.03it/s]{'loss': 2.6238, 'grad_norm': 0.26584649085998535, 'learning_rate': 2.6832284358471516e-05, 'epoch': 12.67}
 
1197
 
1198
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9675/10682 [1:22:40<08:16, 2.03it/s]
1199
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9676/10682 [1:22:41<08:16, 2.02it/s]
1200
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9677/10682 [1:22:41<08:16, 2.02it/s]
1201
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9678/10682 [1:22:42<08:15, 2.02it/s]
1202
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9679/10682 [1:22:42<08:14, 2.03it/s]
1203
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9680/10682 [1:22:43<08:14, 2.03it/s]
1204
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9681/10682 [1:22:43<08:14, 2.03it/s]
1205
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9682/10682 [1:22:44<08:13, 2.02it/s]
1206
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9683/10682 [1:22:44<08:13, 2.02it/s]
1207
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9684/10682 [1:22:45<08:13, 2.02it/s]
1208
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9685/10682 [1:22:45<08:12, 2.03it/s]
1209
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9686/10682 [1:22:46<08:11, 2.03it/s]
1210
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9687/10682 [1:22:46<08:10, 2.03it/s]
1211
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9688/10682 [1:22:47<08:10, 2.03it/s]
1212
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9689/10682 [1:22:47<08:10, 2.03it/s]
1213
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9690/10682 [1:22:48<08:08, 2.03it/s]
1214
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9691/10682 [1:22:48<08:08, 2.03it/s]
1215
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9692/10682 [1:22:49<08:08, 2.03it/s]
1216
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9693/10682 [1:22:49<08:07, 2.03it/s]
1217
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9694/10682 [1:22:50<08:08, 2.02it/s]
1218
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9695/10682 [1:22:50<08:07, 2.02it/s]
1219
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9696/10682 [1:22:51<08:06, 2.03it/s]
1220
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9697/10682 [1:22:51<08:06, 2.03it/s]
1221
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9698/10682 [1:22:52<08:04, 2.03it/s]
1222
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9699/10682 [1:22:52<08:04, 2.03it/s]
1223
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9700/10682 [1:22:53<08:04, 2.03it/s]
1224
  {'loss': 2.6376, 'grad_norm': 0.266446590423584, 'learning_rate': 2.5527849119658387e-05, 'epoch': 12.7}
 
1225
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9700/10682 [1:22:53<08:04, 2.03it/s]
1226
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9701/10682 [1:22:53<08:05, 2.02it/s]
1227
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9702/10682 [1:22:54<08:04, 2.02it/s]
1228
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9703/10682 [1:22:54<08:03, 2.02it/s]
1229
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9704/10682 [1:22:55<08:02, 2.03it/s]
1230
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9705/10682 [1:22:55<08:02, 2.02it/s]
1231
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9706/10682 [1:22:56<08:02, 2.02it/s]
1232
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9707/10682 [1:22:56<08:02, 2.02it/s]
1233
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9708/10682 [1:22:57<08:00, 2.03it/s]
1234
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9709/10682 [1:22:57<08:00, 2.02it/s]
1235
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9710/10682 [1:22:58<07:59, 2.03it/s]
1236
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9711/10682 [1:22:58<07:58, 2.03it/s]
1237
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9712/10682 [1:22:59<07:58, 2.03it/s]
1238
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9713/10682 [1:22:59<07:57, 2.03it/s]
1239
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9714/10682 [1:23:00<07:57, 2.03it/s]
1240
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9715/10682 [1:23:00<07:56, 2.03it/s]
1241
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9716/10682 [1:23:01<07:55, 2.03it/s]
1242
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9717/10682 [1:23:01<07:54, 2.03it/s]
1243
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9718/10682 [1:23:02<07:54, 2.03it/s]
1244
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9719/10682 [1:23:02<07:54, 2.03it/s]
1245
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9720/10682 [1:23:03<07:54, 2.03it/s]
1246
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9721/10682 [1:23:03<07:53, 2.03it/s]
1247
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9722/10682 [1:23:03<07:53, 2.03it/s]
1248
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9723/10682 [1:23:04<07:53, 2.03it/s]
1249
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9724/10682 [1:23:04<07:52, 2.03it/s]
1250
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9725/10682 [1:23:05<07:52, 2.03it/s]
1251
  {'loss': 2.6387, 'grad_norm': 0.2688989043235779, 'learning_rate': 2.4255085494343522e-05, 'epoch': 12.74}
 
1252
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9725/10682 [1:23:05<07:52, 2.03it/s]
1253
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9726/10682 [1:23:05<07:52, 2.02it/s]
1254
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9727/10682 [1:23:06<07:51, 2.03it/s]
1255
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9728/10682 [1:23:06<07:50, 2.03it/s]
1256
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9729/10682 [1:23:07<07:50, 2.03it/s]
1257
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9730/10682 [1:23:07<07:49, 2.03it/s]
1258
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9731/10682 [1:23:08<07:48, 2.03it/s]
1259
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9732/10682 [1:23:08<07:48, 2.03it/s]
1260
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9733/10682 [1:23:09<07:47, 2.03it/s]
1261
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9734/10682 [1:23:09<07:47, 2.03it/s]
1262
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9735/10682 [1:23:10<07:47, 2.03it/s]
1263
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9736/10682 [1:23:10<07:46, 2.03it/s]
1264
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9737/10682 [1:23:11<07:46, 2.02it/s]
1265
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9738/10682 [1:23:11<07:46, 2.02it/s]
1266
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9739/10682 [1:23:12<07:45, 2.02it/s]
1267
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9740/10682 [1:23:12<07:45, 2.03it/s]
1268
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9741/10682 [1:23:13<07:44, 2.02it/s]
1269
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9742/10682 [1:23:13<07:44, 2.03it/s]
1270
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9743/10682 [1:23:14<07:43, 2.02it/s]
1271
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9744/10682 [1:23:14<07:43, 2.03it/s]
1272
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9745/10682 [1:23:15<07:42, 2.02it/s]
1273
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9746/10682 [1:23:15<07:41, 2.03it/s]
1274
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9747/10682 [1:23:16<07:41, 2.03it/s]
1275
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9748/10682 [1:23:16<07:40, 2.03it/s]
1276
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9749/10682 [1:23:17<07:39, 2.03it/s]
1277
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9750/10682 [1:23:17<07:39, 2.03it/s]{'loss': 2.6414, 'grad_norm': 0.269853413105011, 'learning_rate': 2.301407844110154e-05, 'epoch': 12.77}
 
1278
 
1279
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9750/10682 [1:23:17<07:39, 2.03it/s]
1280
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9751/10682 [1:23:18<07:39, 2.02it/s]
1281
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9752/10682 [1:23:18<07:39, 2.03it/s]
1282
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9753/10682 [1:23:19<07:38, 2.02it/s]
1283
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9754/10682 [1:23:19<07:38, 2.03it/s]
1284
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9755/10682 [1:23:20<07:37, 2.03it/s]
1285
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9756/10682 [1:23:20<07:36, 2.03it/s]
1286
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9757/10682 [1:23:21<07:36, 2.03it/s]
1287
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9758/10682 [1:23:21<07:35, 2.03it/s]
1288
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9759/10682 [1:23:22<07:35, 2.03it/s]
1289
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9760/10682 [1:23:22<07:34, 2.03it/s]
1290
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9761/10682 [1:23:23<07:33, 2.03it/s]
1291
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9762/10682 [1:23:23<07:34, 2.02it/s]
1292
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9763/10682 [1:23:24<07:34, 2.02it/s]
1293
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9764/10682 [1:23:24<07:33, 2.02it/s]
1294
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9765/10682 [1:23:25<07:33, 2.02it/s]
1295
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9766/10682 [1:23:25<07:32, 2.02it/s]
1296
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9767/10682 [1:23:26<07:32, 2.02it/s]
1297
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9768/10682 [1:23:26<07:31, 2.02it/s]
1298
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9769/10682 [1:23:27<07:30, 2.03it/s]
1299
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9770/10682 [1:23:27<07:29, 2.03it/s]
1300
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9771/10682 [1:23:28<07:29, 2.03it/s]
1301
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9772/10682 [1:23:28<07:28, 2.03it/s]
1302
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9773/10682 [1:23:29<07:27, 2.03it/s]
1303
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9774/10682 [1:23:29<07:27, 2.03it/s]
1304
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9775/10682 [1:23:30<07:27, 2.03it/s]
1305
  {'loss': 2.639, 'grad_norm': 0.2653633952140808, 'learning_rate': 2.1804910798715826e-05, 'epoch': 12.8}
 
1306
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9775/10682 [1:23:30<07:27, 2.03it/s]
1307
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9776/10682 [1:23:30<07:27, 2.02it/s]
1308
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9777/10682 [1:23:31<07:26, 2.03it/s]
1309
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9778/10682 [1:23:31<07:26, 2.02it/s]
1310
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9779/10682 [1:23:32<07:25, 2.02it/s]
1311
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9780/10682 [1:23:32<07:25, 2.03it/s]
1312
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9781/10682 [1:23:33<07:24, 2.03it/s]
1313
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9782/10682 [1:23:33<07:24, 2.03it/s]
1314
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9783/10682 [1:23:34<07:24, 2.02it/s]
1315
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9784/10682 [1:23:34<07:23, 2.02it/s]
1316
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9785/10682 [1:23:35<07:23, 2.02it/s]
1317
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9786/10682 [1:23:35<07:22, 2.02it/s]
1318
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9787/10682 [1:23:36<07:22, 2.02it/s]
1319
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9788/10682 [1:23:36<07:21, 2.02it/s]
1320
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9789/10682 [1:23:37<07:21, 2.02it/s]
1321
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9790/10682 [1:23:37<07:20, 2.03it/s]
1322
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9791/10682 [1:23:38<07:19, 2.03it/s]
1323
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9792/10682 [1:23:38<07:19, 2.03it/s]
1324
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9793/10682 [1:23:39<07:18, 2.03it/s]
1325
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9794/10682 [1:23:39<07:18, 2.02it/s]
1326
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9795/10682 [1:23:40<07:17, 2.03it/s]
1327
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9796/10682 [1:23:40<07:18, 2.02it/s]
1328
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9797/10682 [1:23:41<07:17, 2.02it/s]
1329
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9798/10682 [1:23:41<07:17, 2.02it/s]
1330
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9799/10682 [1:23:42<07:16, 2.02it/s]
1331
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9800/10682 [1:23:42<07:15, 2.03it/s]{'loss': 2.6445, 'grad_norm': 0.2692641615867615, 'learning_rate': 2.0627663280649135e-05, 'epoch': 12.84}
 
1332
 
1333
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9800/10682 [1:23:42<07:15, 2.03it/s]
1334
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9801/10682 [1:23:42<07:15, 2.02it/s]
1335
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9802/10682 [1:23:43<07:14, 2.02it/s]
1336
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9803/10682 [1:23:43<07:14, 2.03it/s]
1337
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9804/10682 [1:23:44<07:13, 2.03it/s]
1338
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9805/10682 [1:23:44<07:13, 2.02it/s]
1339
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9806/10682 [1:23:45<07:12, 2.03it/s]
1340
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9807/10682 [1:23:45<07:11, 2.03it/s]
1341
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9808/10682 [1:23:46<07:11, 2.03it/s]
1342
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9809/10682 [1:23:46<07:10, 2.03it/s]
1343
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9810/10682 [1:23:47<07:09, 2.03it/s]
1344
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9811/10682 [1:23:47<07:09, 2.03it/s]
1345
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9812/10682 [1:23:48<07:09, 2.03it/s]
1346
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9813/10682 [1:23:48<07:08, 2.03it/s]
1347
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9814/10682 [1:23:49<07:08, 2.02it/s]
1348
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9815/10682 [1:23:49<07:07, 2.03it/s]
1349
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9816/10682 [1:23:50<07:07, 2.03it/s]
1350
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9817/10682 [1:23:50<07:06, 2.03it/s]
1351
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9818/10682 [1:23:51<07:05, 2.03it/s]
1352
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9819/10682 [1:23:51<07:05, 2.03it/s]
1353
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9820/10682 [1:23:52<07:04, 2.03it/s]
1354
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9821/10682 [1:23:52<07:04, 2.03it/s]
1355
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9822/10682 [1:23:53<07:04, 2.03it/s]
1356
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9823/10682 [1:23:53<07:03, 2.03it/s]
1357
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9824/10682 [1:23:54<07:03, 2.03it/s]
1358
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9825/10682 [1:23:54<07:02, 2.03it/s]{'loss': 2.6394, 'grad_norm': 0.26735222339630127, 'learning_rate': 1.9482414469655486e-05, 'epoch': 12.87}
 
1359
 
1360
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9825/10682 [1:23:54<07:02, 2.03it/s]
1361
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9826/10682 [1:23:55<07:03, 2.02it/s]
1362
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9827/10682 [1:23:55<07:02, 2.02it/s]
1363
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9828/10682 [1:23:56<07:02, 2.02it/s]
1364
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9829/10682 [1:23:56<07:01, 2.02it/s]
1365
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9830/10682 [1:23:57<07:00, 2.03it/s]
1366
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9831/10682 [1:23:57<07:00, 2.02it/s]
1367
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9832/10682 [1:23:58<06:59, 2.03it/s]
1368
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9833/10682 [1:23:58<06:58, 2.03it/s]
1369
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9834/10682 [1:23:59<06:58, 2.03it/s]
1370
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9835/10682 [1:23:59<06:57, 2.03it/s]
1371
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9836/10682 [1:24:00<06:57, 2.03it/s]
1372
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9837/10682 [1:24:00<06:56, 2.03it/s]
1373
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9838/10682 [1:24:01<06:56, 2.03it/s]
1374
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9839/10682 [1:24:01<06:55, 2.03it/s]
1375
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9840/10682 [1:24:02<06:55, 2.03it/s]
1376
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9841/10682 [1:24:02<06:54, 2.03it/s]
1377
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9842/10682 [1:24:03<06:54, 2.03it/s]
1378
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9843/10682 [1:24:03<06:53, 2.03it/s]
1379
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9844/10682 [1:24:04<06:53, 2.03it/s]
1380
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9845/10682 [1:24:04<06:52, 2.03it/s]
1381
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9846/10682 [1:24:05<06:51, 2.03it/s]
1382
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9847/10682 [1:24:05<06:51, 2.03it/s]
1383
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9848/10682 [1:24:06<06:51, 2.03it/s]
1384
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9849/10682 [1:24:06<06:51, 2.03it/s]
1385
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9850/10682 [1:24:07<06:50, 2.03it/s]
1386
 
 
1387
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9850/10682 [1:24:07<06:50, 2.03it/s]
1388
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9851/10682 [1:24:07<06:50, 2.02it/s]
1389
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9852/10682 [1:24:08<06:49, 2.03it/s]
1390
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9853/10682 [1:24:08<06:49, 2.02it/s]
1391
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9854/10682 [1:24:09<06:48, 2.03it/s]
1392
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9855/10682 [1:24:09<06:48, 2.03it/s]
1393
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9856/10682 [1:24:10<06:47, 2.03it/s]
1394
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9857/10682 [1:24:10<06:47, 2.03it/s]
1395
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9858/10682 [1:24:11<06:46, 2.03it/s]
1396
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9859/10682 [1:24:11<06:45, 2.03it/s]
1397
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9860/10682 [1:24:12<06:46, 2.02it/s]
1398
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9861/10682 [1:24:12<06:45, 2.03it/s]
1399
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9862/10682 [1:24:13<06:44, 2.03it/s]
1400
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9863/10682 [1:24:13<06:43, 2.03it/s]
1401
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9864/10682 [1:24:14<06:43, 2.03it/s]
1402
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9865/10682 [1:24:14<06:42, 2.03it/s]
1403
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9866/10682 [1:24:15<06:42, 2.03it/s]
1404
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9867/10682 [1:24:15<06:41, 2.03it/s]
1405
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9868/10682 [1:24:16<06:41, 2.03it/s]
1406
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9869/10682 [1:24:16<06:40, 2.03it/s]
1407
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9870/10682 [1:24:17<06:40, 2.03it/s]
1408
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9871/10682 [1:24:17<06:39, 2.03it/s]
1409
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9872/10682 [1:24:18<06:39, 2.03it/s]
1410
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9873/10682 [1:24:18<06:38, 2.03it/s]
1411
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9874/10682 [1:24:19<06:38, 2.03it/s]
1412
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:24:19<06:37, 2.03it/s]
1413
  {'loss': 2.6349, 'grad_norm': 0.27050691843032837, 'learning_rate': 1.7288216615031272e-05, 'epoch': 12.93}
 
1414
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:24:19<06:37, 2.03it/s]
1415
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9876/10682 [1:24:19<06:37, 2.03it/s]
1416
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9877/10682 [1:24:20<06:37, 2.03it/s]
1417
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9878/10682 [1:24:20<06:36, 2.03it/s]
1418
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9879/10682 [1:24:21<06:35, 2.03it/s]
1419
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9880/10682 [1:24:21<06:35, 2.03it/s]
1420
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9881/10682 [1:24:22<06:34, 2.03it/s]
1421
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9882/10682 [1:24:22<06:34, 2.03it/s]
1422
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9883/10682 [1:24:23<06:33, 2.03it/s]
1423
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9884/10682 [1:24:23<06:34, 2.03it/s]
1424
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9885/10682 [1:24:24<06:33, 2.03it/s]
1425
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9886/10682 [1:24:24<06:32, 2.03it/s]
1426
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9887/10682 [1:24:25<06:32, 2.03it/s]
1427
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9888/10682 [1:24:25<06:30, 2.03it/s]
1428
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9889/10682 [1:24:26<06:31, 2.03it/s]
1429
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9890/10682 [1:24:26<06:30, 2.03it/s]
1430
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9891/10682 [1:24:27<06:29, 2.03it/s]
1431
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9892/10682 [1:24:27<06:29, 2.03it/s]
1432
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9893/10682 [1:24:28<06:28, 2.03it/s]
1433
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9894/10682 [1:24:28<06:28, 2.03it/s]
1434
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9895/10682 [1:24:29<06:27, 2.03it/s]
1435
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9896/10682 [1:24:29<06:27, 2.03it/s]
1436
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9897/10682 [1:24:30<06:26, 2.03it/s]
1437
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9898/10682 [1:24:30<06:26, 2.03it/s]
1438
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9899/10682 [1:24:31<06:25, 2.03it/s]
1439
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:24:31<06:25, 2.03it/s]{'loss': 2.6377, 'grad_norm': 0.2702299952507019, 'learning_rate': 1.6239414036870183e-05, 'epoch': 12.97}
 
1440
 
1441
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:24:31<06:25, 2.03it/s]
1442
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9901/10682 [1:24:32<06:25, 2.03it/s]
1443
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9902/10682 [1:24:32<06:24, 2.03it/s]
1444
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9903/10682 [1:24:33<06:24, 2.03it/s]
1445
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9904/10682 [1:24:33<06:23, 2.03it/s]
1446
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9905/10682 [1:24:34<06:23, 2.03it/s]
1447
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9906/10682 [1:24:34<06:22, 2.03it/s]
1448
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9907/10682 [1:24:35<06:22, 2.03it/s]
1449
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9908/10682 [1:24:35<06:22, 2.02it/s]
1450
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9909/10682 [1:24:36<06:21, 2.03it/s]
1451
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9910/10682 [1:24:36<06:21, 2.02it/s]
1452
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9911/10682 [1:24:37<06:20, 2.03it/s]
1453
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9912/10682 [1:24:37<06:19, 2.03it/s]
1454
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9913/10682 [1:24:38<06:19, 2.03it/s]
1455
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9914/10682 [1:24:38<06:18, 2.03it/s]
1456
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9915/10682 [1:24:39<06:18, 2.03it/s]
1457
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9916/10682 [1:24:39<06:17, 2.03it/s]
1458
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9917/10682 [1:24:40<06:17, 2.03it/s]
1459
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9918/10682 [1:24:40<06:16, 2.03it/s]
1460
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9919/10682 [1:24:41<06:16, 2.02it/s]
1461
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9920/10682 [1:24:41<06:16, 2.03it/s]
1462
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9921/10682 [1:24:42<06:15, 2.03it/s]
1463
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9922/10682 [1:24:42<06:15, 2.03it/s]
1464
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9923/10682 [1:24:43<06:14, 2.02it/s]
1465
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9924/10682 [1:24:43<06:14, 2.02it/s]
1466
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:44<06:22, 1.98it/s]{'loss': 2.6435, 'grad_norm': 0.2638016641139984, 'learning_rate': 1.5222903086944684e-05, 'epoch': 13.0}
 
1467
 
1468
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:44<06:22, 1.98it/s]
1469
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9926/10682 [1:25:02<1:14:46, 5.93s/it]
1470
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9927/10682 [1:25:03<54:08, 4.30s/it]
1471
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9928/10682 [1:25:03<39:42, 3.16s/it]
1472
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9929/10682 [1:25:04<29:39, 2.36s/it]
1473
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9930/10682 [1:25:04<22:35, 1.80s/it]
1474
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9931/10682 [1:25:05<17:38, 1.41s/it]
1475
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9932/10682 [1:25:05<14:10, 1.13s/it]
1476
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9933/10682 [1:25:06<11:45, 1.06it/s]
1477
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9934/10682 [1:25:06<10:03, 1.24it/s]
1478
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9935/10682 [1:25:07<08:55, 1.40it/s]
1479
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9936/10682 [1:25:07<08:04, 1.54it/s]
1480
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9937/10682 [1:25:08<07:29, 1.66it/s]
1481
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9938/10682 [1:25:08<07:04, 1.75it/s]
1482
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9939/10682 [1:25:09<06:47, 1.82it/s]
1483
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9940/10682 [1:25:09<06:36, 1.87it/s]
1484
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9941/10682 [1:25:10<06:26, 1.92it/s]
1485
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9942/10682 [1:25:10<06:19, 1.95it/s]
1486
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9943/10682 [1:25:11<06:14, 1.97it/s]
1487
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9944/10682 [1:25:11<06:11, 1.99it/s]
1488
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9945/10682 [1:25:12<06:09, 2.00it/s]
1489
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9946/10682 [1:25:12<06:07, 2.00it/s]
1490
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9947/10682 [1:25:13<06:05, 2.01it/s]
1491
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9948/10682 [1:25:13<06:04, 2.01it/s]
1492
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9949/10682 [1:25:14<06:04, 2.01it/s]
1493
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:25:14<06:02, 2.02it/s]{'loss': 2.5985, 'grad_norm': 0.2674480974674225, 'learning_rate': 1.4238751618640577e-05, 'epoch': 13.03}
 
1494
 
1495
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:25:14<06:02, 2.02it/s]
1496
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9951/10682 [1:25:15<06:02, 2.02it/s]
 
555
 
556
 
557
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9100/10682 [1:17:44<12:59, 2.03it/s]
558
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9101/10682 [1:17:45<13:00, 2.02it/s]
559
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9102/10682 [1:17:45<12:59, 2.03it/s]
560
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9103/10682 [1:17:46<12:58, 2.03it/s]
561
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9104/10682 [1:17:46<12:59, 2.03it/s]
562
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9105/10682 [1:17:47<12:57, 2.03it/s]
563
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9106/10682 [1:17:47<12:57, 2.03it/s]
564
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9107/10682 [1:17:48<12:56, 2.03it/s]
565
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9108/10682 [1:17:48<12:56, 2.03it/s]
566
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9109/10682 [1:17:49<12:55, 2.03it/s]
567
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9110/10682 [1:17:49<12:54, 2.03it/s]
568
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9111/10682 [1:17:50<12:55, 2.03it/s]
569
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9112/10682 [1:17:50<12:53, 2.03it/s]
570
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9113/10682 [1:17:51<12:53, 2.03it/s]
571
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9114/10682 [1:17:51<12:52, 2.03it/s]
572
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9115/10682 [1:17:52<12:51, 2.03it/s]
573
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9116/10682 [1:17:52<12:52, 2.03it/s]
574
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9117/10682 [1:17:53<12:51, 2.03it/s]
575
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9118/10682 [1:17:53<12:51, 2.03it/s]
576
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9119/10682 [1:17:54<12:50, 2.03it/s]
577
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9120/10682 [1:17:54<12:51, 2.03it/s]
578
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9121/10682 [1:17:55<12:50, 2.03it/s]
579
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9122/10682 [1:17:55<12:50, 2.02it/s]
580
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9123/10682 [1:17:55<12:49, 2.02it/s]
581
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9124/10682 [1:17:56<12:49, 2.03it/s]
582
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9125/10682 [1:17:56<12:49, 2.02it/s]{'loss': 2.6917, 'grad_norm': 0.26624444127082825, 'learning_rate': 6.334441157888504e-05, 'epoch': 11.95}
583
 
584
 
585
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9125/10682 [1:17:56<12:49, 2.02it/s]
586
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9126/10682 [1:17:57<12:49, 2.02it/s]
587
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9127/10682 [1:17:57<12:48, 2.02it/s]
588
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9128/10682 [1:17:58<12:47, 2.02it/s]
589
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9129/10682 [1:17:58<12:46, 2.02it/s]
590
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9130/10682 [1:17:59<12:47, 2.02it/s]
591
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9131/10682 [1:17:59<12:45, 2.03it/s]
592
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9132/10682 [1:18:00<12:45, 2.02it/s]
593
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9133/10682 [1:18:00<12:44, 2.03it/s]
594
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9134/10682 [1:18:01<12:44, 2.03it/s]
595
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9135/10682 [1:18:01<12:43, 2.03it/s]
596
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9136/10682 [1:18:02<12:43, 2.03it/s]
597
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9137/10682 [1:18:02<12:42, 2.03it/s]
598
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9138/10682 [1:18:03<12:41, 2.03it/s]
599
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9139/10682 [1:18:03<12:41, 2.03it/s]
600
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9140/10682 [1:18:04<12:40, 2.03it/s]
601
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9141/10682 [1:18:04<12:39, 2.03it/s]
602
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9142/10682 [1:18:05<12:39, 2.03it/s]
603
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9143/10682 [1:18:05<12:39, 2.03it/s]
604
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9144/10682 [1:18:06<12:39, 2.03it/s]
605
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9145/10682 [1:18:06<12:38, 2.03it/s]
606
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9146/10682 [1:18:07<12:38, 2.03it/s]
607
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9147/10682 [1:18:07<12:36, 2.03it/s]
608
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9148/10682 [1:18:08<12:37, 2.03it/s]
609
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9149/10682 [1:18:08<12:36, 2.03it/s]
610
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9150/10682 [1:18:09<12:35, 2.03it/s]{'loss': 2.6889, 'grad_norm': 0.2705479860305786, 'learning_rate': 6.1368906655978e-05, 'epoch': 11.98}
611
 
612
 
613
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9150/10682 [1:18:09<12:35, 2.03it/s]
614
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9151/10682 [1:18:09<12:36, 2.02it/s]
615
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9152/10682 [1:18:10<12:35, 2.03it/s]
616
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9153/10682 [1:18:10<12:35, 2.02it/s]
617
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9154/10682 [1:18:11<12:34, 2.02it/s]
618
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9155/10682 [1:18:11<12:34, 2.02it/s]
619
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9156/10682 [1:18:12<12:33, 2.03it/s]
620
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9157/10682 [1:18:12<12:32, 2.03it/s]
621
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9158/10682 [1:18:13<12:32, 2.03it/s]
622
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9159/10682 [1:18:13<12:31, 2.03it/s]
623
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9160/10682 [1:18:14<12:30, 2.03it/s]
624
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9161/10682 [1:18:14<12:29, 2.03it/s]
625
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½οΏ½β–Œ | 9162/10682 [1:18:15<12:22, 2.05it/s]
626
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9163/10682 [1:18:28<1:45:57, 4.19s/it]
627
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9164/10682 [1:18:28<1:17:55, 3.08s/it]
628
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9165/10682 [1:18:29<58:14, 2.30s/it]
629
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9166/10682 [1:18:29<44:33, 1.76s/it]
630
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9167/10682 [1:18:30<34:54, 1.38s/it]
631
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9168/10682 [1:18:30<28:08, 1.12s/it]
632
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9169/10682 [1:18:31<23:24, 1.08it/s]
633
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9170/10682 [1:18:31<20:06, 1.25it/s]
634
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9171/10682 [1:18:31<17:47, 1.42it/s]
635
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9172/10682 [1:18:32<16:15, 1.55it/s]
636
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9173/10682 [1:18:32<15:06, 1.66it/s]
637
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9174/10682 [1:18:33<14:17, 1.76it/s]
638
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9175/10682 [1:18:33<13:44, 1.83it/s]{'loss': 2.6468, 'grad_norm': 0.26857879757881165, 'learning_rate': 5.94226809108499e-05, 'epoch': 12.02}
 
639
 
640
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9175/10682 [1:18:33<13:44, 1.83it/s]
641
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9176/10682 [1:18:34<13:19, 1.88it/s]
642
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9177/10682 [1:18:34<13:02, 1.92it/s]
643
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9178/10682 [1:18:35<12:49, 1.96it/s]
644
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9179/10682 [1:18:35<12:40, 1.98it/s]
645
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9180/10682 [1:18:36<12:33, 1.99it/s]
646
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9181/10682 [1:18:36<12:28, 2.00it/s]
647
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9182/10682 [1:18:37<12:27, 2.01it/s]
648
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9183/10682 [1:18:37<12:24, 2.01it/s]
649
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9184/10682 [1:18:38<12:23, 2.01it/s]
650
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9185/10682 [1:18:38<12:21, 2.02it/s]
651
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9186/10682 [1:18:39<12:21, 2.02it/s]
652
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9187/10682 [1:18:39<12:19, 2.02it/s]
653
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9188/10682 [1:18:40<12:18, 2.02it/s]
654
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9189/10682 [1:18:40<12:18, 2.02it/s]
655
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9190/10682 [1:18:41<12:19, 2.02it/s]
656
+
657
 
658
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9175/10682 [1:18:33<13:44, 1.83it/s]
659
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9176/10682 [1:18:34<13:19, 1.88it/s]
660
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9177/10682 [1:18:34<13:02, 1.92it/s]
661
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9178/10682 [1:18:35<12:49, 1.96it/s]
662
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9179/10682 [1:18:35<12:40, 1.98it/s]
663
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9180/10682 [1:18:36<12:33, 1.99it/s]
664
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9181/10682 [1:18:36<12:28, 2.00it/s]
665
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9182/10682 [1:18:37<12:27, 2.01it/s]
666
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9183/10682 [1:18:37<12:24, 2.01it/s]
667
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9184/10682 [1:18:38<12:23, 2.01it/s]
668
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9185/10682 [1:18:38<12:21, 2.02it/s]
669
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9186/10682 [1:18:39<12:21, 2.02it/s]
670
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9187/10682 [1:18:39<12:19, 2.02it/s]
671
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9188/10682 [1:18:40<12:18, 2.02it/s]
672
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9189/10682 [1:18:40<12:18, 2.02it/s]
673
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9190/10682 [1:18:41<12:19, 2.02it/s]
674
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9191/10682 [1:18:41<12:20, 2.01it/s]
675
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9192/10682 [1:18:42<12:17, 2.02it/s]
676
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9193/10682 [1:18:42<12:15, 2.02it/s]
677
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9194/10682 [1:18:43<12:14, 2.03it/s]
678
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9195/10682 [1:18:43<12:12, 2.03it/s]
679
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9196/10682 [1:18:44<12:12, 2.03it/s]
680
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9197/10682 [1:18:44<12:11, 2.03it/s]
681
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9198/10682 [1:18:45<12:10, 2.03it/s]
682
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9199/10682 [1:18:45<12:10, 2.03it/s]
683
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9200/10682 [1:18:46<12:09, 2.03it/s]{'loss': 2.6277, 'grad_norm': 0.2667827308177948, 'learning_rate': 5.7505864256519716e-05, 'epoch': 12.05}
684
+
685
 
686
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9200/10682 [1:18:46<12:09, 2.03it/s]
687
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9201/10682 [1:18:46<12:09, 2.03it/s]
688
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9202/10682 [1:18:47<12:09, 2.03it/s]
689
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9203/10682 [1:18:47<12:08, 2.03it/s]
690
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9204/10682 [1:18:48<12:09, 2.03it/s]
691
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9205/10682 [1:18:48<12:07, 2.03it/s]
692
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9206/10682 [1:18:49<12:05, 2.03it/s]
693
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9207/10682 [1:18:49<12:05, 2.03it/s]
694
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9208/10682 [1:18:50<12:05, 2.03it/s]
695
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9209/10682 [1:18:50<12:04, 2.03it/s]
696
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9210/10682 [1:18:51<12:04, 2.03it/s]
697
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9211/10682 [1:18:51<12:03, 2.03it/s]
698
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9212/10682 [1:18:52<12:03, 2.03it/s]
699
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 9213/10682 [1:18:52<12:03, 2.03it/s]
700
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9214/10682 [1:18:53<12:02, 2.03it/s]
701
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9215/10682 [1:18:53<12:02, 2.03it/s]
702
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9216/10682 [1:18:54<12:01, 2.03it/s]
703
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9217/10682 [1:18:54<12:01, 2.03it/s]
704
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9218/10682 [1:18:55<12:00, 2.03it/s]
705
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9219/10682 [1:18:55<12:00, 2.03it/s]
706
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9220/10682 [1:18:56<12:00, 2.03it/s]
707
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9221/10682 [1:18:56<12:00, 2.03it/s]
708
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9222/10682 [1:18:57<11:59, 2.03it/s]
709
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9223/10682 [1:18:57<11:58, 2.03it/s]
710
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9224/10682 [1:18:58<11:58, 2.03it/s]
711
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9225/10682 [1:18:58<11:58, 2.03it/s]{'loss': 2.6087, 'grad_norm': 0.26708680391311646, 'learning_rate': 5.561858464291258e-05, 'epoch': 12.08}
712
 
713
+
714
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9225/10682 [1:18:58<11:58, 2.03it/s]
715
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9226/10682 [1:18:59<11:58, 2.03it/s]
716
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9227/10682 [1:18:59<11:58, 2.02it/s]
717
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9228/10682 [1:19:00<11:57, 2.03it/s]
718
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9229/10682 [1:19:00<11:56, 2.03it/s]
719
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9230/10682 [1:19:01<11:55, 2.03it/s]
720
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9231/10682 [1:19:01<11:54, 2.03it/s]
721
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9232/10682 [1:19:02<11:54, 2.03it/s]
722
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9233/10682 [1:19:02<11:54, 2.03it/s]
723
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9234/10682 [1:19:03<11:53, 2.03it/s]
724
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9235/10682 [1:19:03<11:53, 2.03it/s]
725
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9236/10682 [1:19:04<11:52, 2.03it/s]
726
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9237/10682 [1:19:04<11:52, 2.03it/s]
727
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9238/10682 [1:19:05<11:51, 2.03it/s]
728
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9239/10682 [1:19:05<11:50, 2.03it/s]
729
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9240/10682 [1:19:06<11:50, 2.03it/s]
730
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9241/10682 [1:19:06<11:49, 2.03it/s]
731
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9242/10682 [1:19:07<11:49, 2.03it/s]
732
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9243/10682 [1:19:07<11:48, 2.03it/s]
733
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9244/10682 [1:19:07<11:47, 2.03it/s]
734
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9245/10682 [1:19:08<11:47, 2.03it/s]
735
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9246/10682 [1:19:08<11:47, 2.03it/s]
736
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9247/10682 [1:19:09<11:45, 2.03it/s]
737
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9248/10682 [1:19:09<11:45, 2.03it/s]
738
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9249/10682 [1:19:10<11:45, 2.03it/s]
739
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9250/10682 [1:19:10<11:44, 2.03it/s]{'loss': 2.6341, 'grad_norm': 0.2648920714855194, 'learning_rate': 5.3760968048319145e-05, 'epoch': 12.12}
740
+
741
 
742
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9250/10682 [1:19:10<11:44, 2.03it/s]
743
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9251/10682 [1:19:11<11:45, 2.03it/s]
744
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9252/10682 [1:19:11<11:44, 2.03it/s]
745
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9253/10682 [1:19:12<11:44, 2.03it/s]
746
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9254/10682 [1:19:12<11:43, 2.03it/s]
747
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9255/10682 [1:19:13<11:43, 2.03it/s]
748
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9256/10682 [1:19:13<11:43, 2.03it/s]
749
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9257/10682 [1:19:14<11:42, 2.03it/s]
750
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9258/10682 [1:19:14<11:41, 2.03it/s]
751
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9259/10682 [1:19:15<11:41, 2.03it/s]
752
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9260/10682 [1:19:15<11:40, 2.03it/s]
753
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9261/10682 [1:19:16<11:40, 2.03it/s]
754
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9262/10682 [1:19:16<11:39, 2.03it/s]
755
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9263/10682 [1:19:17<11:39, 2.03it/s]
756
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9264/10682 [1:19:17<11:39, 2.03it/s]
757
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9265/10682 [1:19:18<11:37, 2.03it/s]
758
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9266/10682 [1:19:18<11:37, 2.03it/s]
759
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9267/10682 [1:19:19<11:36, 2.03it/s]
760
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9268/10682 [1:19:19<11:36, 2.03it/s]
761
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9269/10682 [1:19:20<11:36, 2.03it/s]
762
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9270/10682 [1:19:20<11:35, 2.03it/s]
763
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9271/10682 [1:19:21<11:35, 2.03it/s]
764
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½οΏ½ | 9272/10682 [1:19:21<11:34, 2.03it/s]
765
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9273/10682 [1:19:22<11:34, 2.03it/s]
766
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9274/10682 [1:19:22<11:33, 2.03it/s]
767
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9275/10682 [1:19:23<11:33, 2.03it/s]{'loss': 2.6443, 'grad_norm': 0.268455445766449, 'learning_rate': 5.193313847098613e-05, 'epoch': 12.15}
768
+
769
 
770
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9275/10682 [1:19:23<11:33, 2.03it/s]
771
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9276/10682 [1:19:23<11:33, 2.03it/s]
772
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9277/10682 [1:19:24<11:32, 2.03it/s]
773
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9278/10682 [1:19:24<11:31, 2.03it/s]
774
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9279/10682 [1:19:25<11:31, 2.03it/s]
775
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9280/10682 [1:19:25<11:30, 2.03it/s]
776
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9281/10682 [1:19:26<11:30, 2.03it/s]
777
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9282/10682 [1:19:26<11:30, 2.03it/s]
778
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9283/10682 [1:19:27<11:28, 2.03it/s]
779
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9284/10682 [1:19:27<11:28, 2.03it/s]
780
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9285/10682 [1:19:28<11:28, 2.03it/s]
781
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9286/10682 [1:19:28<11:27, 2.03it/s]
782
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9287/10682 [1:19:29<11:27, 2.03it/s]
783
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9288/10682 [1:19:29<11:27, 2.03it/s]
784
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9289/10682 [1:19:30<11:26, 2.03it/s]
785
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9290/10682 [1:19:30<11:26, 2.03it/s]
786
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9291/10682 [1:19:31<11:25, 2.03it/s]
787
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9292/10682 [1:19:31<11:25, 2.03it/s]
788
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9293/10682 [1:19:32<11:25, 2.03it/s]
789
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9294/10682 [1:19:32<11:24, 2.03it/s]
790
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9295/10682 [1:19:33<11:24, 2.03it/s]
791
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9296/10682 [1:19:33<11:24, 2.03it/s]
792
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9297/10682 [1:19:34<11:23, 2.03it/s]
793
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9298/10682 [1:19:34<11:23, 2.03it/s]
794
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9299/10682 [1:19:35<11:21, 2.03it/s]
795
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9300/10682 [1:19:35<11:21, 2.03it/s]{'loss': 2.6238, 'grad_norm': 0.2692926526069641, 'learning_rate': 5.0135217920839137e-05, 'epoch': 12.18}
796
+
797
 
798
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9300/10682 [1:19:35<11:21, 2.03it/s]
799
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9301/10682 [1:19:36<11:21, 2.03it/s]
800
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9302/10682 [1:19:36<11:21, 2.03it/s]
801
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9303/10682 [1:19:37<11:20, 2.03it/s]
802
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9304/10682 [1:19:37<11:19, 2.03it/s]
803
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9305/10682 [1:19:38<11:19, 2.03it/s]
804
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9306/10682 [1:19:38<11:18, 2.03it/s]
805
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9307/10682 [1:19:39<11:18, 2.03it/s]
806
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9308/10682 [1:19:39<11:17, 2.03it/s]
807
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9309/10682 [1:19:40<11:17, 2.03it/s]
808
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9310/10682 [1:19:40<11:16, 2.03it/s]
809
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9311/10682 [1:19:41<11:15, 2.03it/s]
810
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9312/10682 [1:19:41<11:15, 2.03it/s]
811
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9313/10682 [1:19:42<11:14, 2.03it/s]
812
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9314/10682 [1:19:42<11:14, 2.03it/s]
813
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9315/10682 [1:19:42<11:13, 2.03it/s]
814
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9316/10682 [1:19:43<11:14, 2.03it/s]
815
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9317/10682 [1:19:43<11:13, 2.03it/s]
816
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9318/10682 [1:19:44<11:12, 2.03it/s]
817
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9319/10682 [1:19:44<11:12, 2.03it/s]
818
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9320/10682 [1:19:45<11:11, 2.03it/s]
819
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9321/10682 [1:19:45<11:11, 2.03it/s]
820
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9322/10682 [1:19:46<11:10, 2.03it/s]
821
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9323/10682 [1:19:46<11:09, 2.03it/s]
822
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9324/10682 [1:19:47<11:09, 2.03it/s]
823
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9325/10682 [1:19:47<11:08, 2.03it/s]{'loss': 2.6351, 'grad_norm': 0.2662162184715271, 'learning_rate': 4.836732641133895e-05, 'epoch': 12.21}
824
+
825
 
826
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9325/10682 [1:19:47<11:08, 2.03it/s]
827
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9326/10682 [1:19:48<11:09, 2.03it/s]
828
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9327/10682 [1:19:48<11:08, 2.03it/s]
829
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9328/10682 [1:19:49<11:08, 2.02it/s]
830
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9329/10682 [1:19:49<11:07, 2.03it/s]
831
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9330/10682 [1:19:50<11:06, 2.03it/s]
832
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9331/10682 [1:19:50<11:06, 2.03it/s]
833
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9332/10682 [1:19:51<11:05, 2.03it/s]
834
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9333/10682 [1:19:51<11:05, 2.03it/s]
835
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9334/10682 [1:19:52<11:03, 2.03it/s]
836
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9335/10682 [1:19:52<11:04, 2.03it/s]
837
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9336/10682 [1:19:53<11:03, 2.03it/s]
838
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9337/10682 [1:19:53<11:03, 2.03it/s]
839
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9338/10682 [1:19:54<11:03, 2.03it/s]
840
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9339/10682 [1:19:54<11:02, 2.03it/s]
841
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9340/10682 [1:19:55<11:02, 2.03it/s]
842
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9341/10682 [1:19:55<11:02, 2.03it/s]
843
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9342/10682 [1:19:56<11:02, 2.02it/s]
844
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9343/10682 [1:19:56<11:00, 2.03it/s]
845
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9344/10682 [1:19:57<11:00, 2.03it/s]
846
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9345/10682 [1:19:57<10:59, 2.03it/s]
847
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 9346/10682 [1:19:58<10:59, 2.03it/s]
848
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9347/10682 [1:19:58<10:58, 2.03it/s]
849
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9348/10682 [1:19:59<10:58, 2.03it/s]
850
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9349/10682 [1:19:59<10:57, 2.03it/s]
851
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9350/10682 [1:20:00<10:56, 2.03it/s]
852
 
853
+
854
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9350/10682 [1:20:00<10:56, 2.03it/s]
855
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9351/10682 [1:20:00<10:57, 2.02it/s]
856
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9352/10682 [1:20:01<10:56, 2.03it/s]
857
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9353/10682 [1:20:01<10:55, 2.03it/s]
858
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9354/10682 [1:20:02<10:54, 2.03it/s]
859
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9355/10682 [1:20:02<10:54, 2.03it/s]
860
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9356/10682 [1:20:03<10:54, 2.03it/s]
861
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9357/10682 [1:20:03<10:53, 2.03it/s]
862
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9358/10682 [1:20:04<10:53, 2.03it/s]
863
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9359/10682 [1:20:04<10:52, 2.03it/s]
864
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9360/10682 [1:20:05<10:52, 2.03it/s]
865
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9361/10682 [1:20:05<10:51, 2.03it/s]
866
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9362/10682 [1:20:06<10:51, 2.03it/s]
867
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9363/10682 [1:20:06<10:50, 2.03it/s]
868
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9364/10682 [1:20:07<10:50, 2.03it/s]
869
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9365/10682 [1:20:07<10:50, 2.03it/s]
870
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9366/10682 [1:20:08<10:49, 2.03it/s]
871
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9367/10682 [1:20:08<10:49, 2.02it/s]
872
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9368/10682 [1:20:09<10:49, 2.02it/s]
873
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9369/10682 [1:20:09<10:48, 2.02it/s]
874
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9370/10682 [1:20:10<10:48, 2.02it/s]
875
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9371/10682 [1:20:10<10:46, 2.03it/s]
876
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9372/10682 [1:20:11<10:46, 2.03it/s]
877
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9373/10682 [1:20:11<10:45, 2.03it/s]
878
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9374/10682 [1:20:12<10:45, 2.03it/s]
879
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9375/10682 [1:20:12<10:44, 2.03it/s]{'loss': 2.6218, 'grad_norm': 0.26617616415023804, 'learning_rate': 4.492210053786228e-05, 'epoch': 12.28}
880
+
881
 
882
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9375/10682 [1:20:12<10:44, 2.03it/s]
883
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9376/10682 [1:20:13<10:44, 2.03it/s]
884
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9377/10682 [1:20:13<10:44, 2.03it/s]
885
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9378/10682 [1:20:14<10:43, 2.03it/s]
886
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9379/10682 [1:20:14<10:42, 2.03it/s]
887
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9380/10682 [1:20:15<10:42, 2.03it/s]
888
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9381/10682 [1:20:15<10:42, 2.03it/s]
889
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9382/10682 [1:20:16<10:41, 2.03it/s]
890
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9383/10682 [1:20:16<10:40, 2.03it/s]
891
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9384/10682 [1:20:17<10:40, 2.03it/s]
892
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9385/10682 [1:20:17<10:39, 2.03it/s]
893
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9386/10682 [1:20:18<10:39, 2.03it/s]
894
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9387/10682 [1:20:18<10:38, 2.03it/s]
895
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9388/10682 [1:20:19<10:38, 2.03it/s]
896
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9389/10682 [1:20:19<10:37, 2.03it/s]
897
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9390/10682 [1:20:19<10:37, 2.03it/s]
898
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9391/10682 [1:20:20<10:36, 2.03it/s]
899
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9392/10682 [1:20:20<10:36, 2.03it/s]
900
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9393/10682 [1:20:21<10:36, 2.03it/s]
901
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9394/10682 [1:20:21<10:36, 2.02it/s]
902
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9395/10682 [1:20:22<10:35, 2.02it/s]
903
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9396/10682 [1:20:22<10:35, 2.02it/s]
904
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9397/10682 [1:20:23<10:34, 2.03it/s]
905
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9398/10682 [1:20:23<10:33, 2.03it/s]
906
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9399/10682 [1:20:24<10:32, 2.03it/s]
907
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9400/10682 [1:20:24<10:32, 2.03it/s]{'loss': 2.6316, 'grad_norm': 0.2690180540084839, 'learning_rate': 4.3244996147050855e-05, 'epoch': 12.31}
908
 
909
+
910
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9400/10682 [1:20:24<10:32, 2.03it/s]
911
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9401/10682 [1:20:25<10:32, 2.02it/s]
912
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9402/10682 [1:20:25<10:31, 2.03it/s]
913
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9403/10682 [1:20:26<10:31, 2.03it/s]
914
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9404/10682 [1:20:26<10:30, 2.03it/s]
915
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9405/10682 [1:20:27<10:29, 2.03it/s]
916
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9406/10682 [1:20:27<10:29, 2.03it/s]
917
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9407/10682 [1:20:28<10:28, 2.03it/s]
918
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9408/10682 [1:20:28<10:28, 2.03it/s]
919
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9409/10682 [1:20:29<10:27, 2.03it/s]
920
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9410/10682 [1:20:29<10:27, 2.03it/s]
921
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9411/10682 [1:20:30<10:27, 2.03it/s]
922
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9412/10682 [1:20:30<10:26, 2.03it/s]
923
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9413/10682 [1:20:31<10:25, 2.03it/s]
924
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9414/10682 [1:20:31<10:25, 2.03it/s]
925
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9415/10682 [1:20:32<10:24, 2.03it/s]
926
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9416/10682 [1:20:32<10:23, 2.03it/s]
927
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9417/10682 [1:20:33<10:23, 2.03it/s]
928
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9418/10682 [1:20:33<10:22, 2.03it/s]
929
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9419/10682 [1:20:34<10:22, 2.03it/s]
930
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9420/10682 [1:20:34<10:22, 2.03it/s]
931
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9421/10682 [1:20:35<10:21, 2.03it/s]
932
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9422/10682 [1:20:35<10:20, 2.03it/s]
933
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9423/10682 [1:20:36<10:20, 2.03it/s]
934
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9424/10682 [1:20:36<10:19, 2.03it/s]
935
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9425/10682 [1:20:37<10:18, 2.03it/s]{'loss': 2.629, 'grad_norm': 0.26739317178726196, 'learning_rate': 4.1598380727865315e-05, 'epoch': 12.34}
936
+
937
 
938
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9425/10682 [1:20:37<10:18, 2.03it/s]
939
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9426/10682 [1:20:37<10:19, 2.03it/s]
940
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9427/10682 [1:20:38<10:18, 2.03it/s]
941
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9428/10682 [1:20:38<10:18, 2.03it/s]
942
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9429/10682 [1:20:39<10:17, 2.03it/s]
943
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9430/10682 [1:20:39<10:16, 2.03it/s]
944
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9431/10682 [1:20:40<10:15, 2.03it/s]
945
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9432/10682 [1:20:40<10:15, 2.03it/s]
946
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9433/10682 [1:20:41<10:14, 2.03it/s]
947
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9434/10682 [1:20:41<10:14, 2.03it/s]
948
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9435/10682 [1:20:42<10:14, 2.03it/s]
949
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9436/10682 [1:20:42<10:13, 2.03it/s]
950
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9437/10682 [1:20:43<10:12, 2.03it/s]
951
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9438/10682 [1:20:43<10:12, 2.03it/s]
952
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9439/10682 [1:20:44<10:12, 2.03it/s]
953
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9440/10682 [1:20:44<10:12, 2.03it/s]
954
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9441/10682 [1:20:45<10:11, 2.03it/s]
955
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9442/10682 [1:20:45<10:10, 2.03it/s]
956
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9443/10682 [1:20:46<10:09, 2.03it/s]
957
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9444/10682 [1:20:46<10:09, 2.03it/s]
958
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9445/10682 [1:20:47<10:08, 2.03it/s]
959
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9446/10682 [1:20:47<10:08, 2.03it/s]
960
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9447/10682 [1:20:48<10:08, 2.03it/s]
961
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9448/10682 [1:20:48<10:07, 2.03it/s]
962
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9449/10682 [1:20:49<10:07, 2.03it/s]
963
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9450/10682 [1:20:49<10:06, 2.03it/s]
964
 
965
+
966
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9450/10682 [1:20:49<10:06, 2.03it/s]
967
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9451/10682 [1:20:50<10:07, 2.03it/s]
968
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9452/10682 [1:20:50<10:06, 2.03it/s]
969
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9453/10682 [1:20:51<10:05, 2.03it/s]
970
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9454/10682 [1:20:51<10:05, 2.03it/s]
971
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9455/10682 [1:20:52<10:04, 2.03it/s]
972
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9456/10682 [1:20:52<10:04, 2.03it/s]
973
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9457/10682 [1:20:53<10:03, 2.03it/s]
974
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9458/10682 [1:20:53<10:03, 2.03it/s]
975
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9459/10682 [1:20:53<10:02, 2.03it/s]
976
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9460/10682 [1:20:54<10:02, 2.03it/s]
977
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9461/10682 [1:20:54<10:01, 2.03it/s]
978
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9462/10682 [1:20:55<10:01, 2.03it/s]
979
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9463/10682 [1:20:55<10:00, 2.03it/s]
980
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9464/10682 [1:20:56<09:59, 2.03it/s]
981
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9465/10682 [1:20:56<09:59, 2.03it/s]
982
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9466/10682 [1:20:57<09:59, 2.03it/s]
983
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9467/10682 [1:20:57<09:58, 2.03it/s]
984
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9468/10682 [1:20:58<09:58, 2.03it/s]
985
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9469/10682 [1:20:58<09:57, 2.03it/s]
986
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9470/10682 [1:20:59<09:57, 2.03it/s]
987
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9471/10682 [1:20:59<09:56, 2.03it/s]
988
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9472/10682 [1:21:00<09:55, 2.03it/s]
989
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9473/10682 [1:21:00<09:55, 2.03it/s]
990
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9474/10682 [1:21:01<09:54, 2.03it/s]
991
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9475/10682 [1:21:01<09:54, 2.03it/s]{'loss': 2.6416, 'grad_norm': 0.26726436614990234, 'learning_rate': 3.839705441646779e-05, 'epoch': 12.41}
992
+
993
 
994
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9475/10682 [1:21:01<09:54, 2.03it/s]
995
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9476/10682 [1:21:02<09:54, 2.03it/s]
996
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9477/10682 [1:21:02<09:53, 2.03it/s]
997
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9478/10682 [1:21:03<09:53, 2.03it/s]
998
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9479/10682 [1:21:03<09:52, 2.03it/s]
999
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 9480/10682 [1:21:04<09:51, 2.03it/s]
1000
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9481/10682 [1:21:04<09:51, 2.03it/s]
1001
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9482/10682 [1:21:05<09:51, 2.03it/s]
1002
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9483/10682 [1:21:05<09:50, 2.03it/s]
1003
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9484/10682 [1:21:06<09:49, 2.03it/s]
1004
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9485/10682 [1:21:06<09:50, 2.03it/s]
1005
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9486/10682 [1:21:07<09:49, 2.03it/s]
1006
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9487/10682 [1:21:07<09:49, 2.03it/s]
1007
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9488/10682 [1:21:08<09:48, 2.03it/s]
1008
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9489/10682 [1:21:08<09:47, 2.03it/s]
1009
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9490/10682 [1:21:09<09:47, 2.03it/s]
1010
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9491/10682 [1:21:09<09:46, 2.03it/s]
1011
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9492/10682 [1:21:10<09:45, 2.03it/s]
1012
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9493/10682 [1:21:10<09:45, 2.03it/s]
1013
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9494/10682 [1:21:11<09:44, 2.03it/s]
1014
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9495/10682 [1:21:11<09:45, 2.03it/s]
1015
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9496/10682 [1:21:12<09:44, 2.03it/s]
1016
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9497/10682 [1:21:12<09:43, 2.03it/s]
1017
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9498/10682 [1:21:13<09:43, 2.03it/s]
1018
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9499/10682 [1:21:13<09:41, 2.03it/s]
1019
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9500/10682 [1:21:14<09:41, 2.03it/s]
1020
 
1021
+
1022
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9500/10682 [1:21:14<09:41, 2.03it/s]
1023
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9501/10682 [1:21:14<09:41, 2.03it/s]
1024
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9502/10682 [1:21:15<09:40, 2.03it/s]
1025
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9503/10682 [1:21:15<09:40, 2.03it/s]
1026
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9504/10682 [1:21:16<09:40, 2.03it/s]
1027
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9505/10682 [1:21:16<09:40, 2.03it/s]
1028
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9506/10682 [1:21:17<09:39, 2.03it/s]
1029
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9507/10682 [1:21:17<09:39, 2.03it/s]
1030
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9508/10682 [1:21:18<09:39, 2.03it/s]
1031
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9509/10682 [1:21:18<09:38, 2.03it/s]
1032
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9510/10682 [1:21:19<09:37, 2.03it/s]
1033
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9511/10682 [1:21:19<09:36, 2.03it/s]
1034
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9512/10682 [1:21:20<09:36, 2.03it/s]
1035
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9513/10682 [1:21:20<09:35, 2.03it/s]
1036
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9514/10682 [1:21:21<09:35, 2.03it/s]
1037
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9515/10682 [1:21:21<09:34, 2.03it/s]
1038
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9516/10682 [1:21:22<09:34, 2.03it/s]
1039
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9517/10682 [1:21:22<09:34, 2.03it/s]
1040
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9518/10682 [1:21:23<10:24, 1.86it/s]
1041
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9519/10682 [1:21:23<10:08, 1.91it/s]
1042
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9520/10682 [1:21:24<09:57, 1.94it/s]
1043
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9521/10682 [1:21:24<09:49, 1.97it/s]
1044
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9522/10682 [1:21:25<09:43, 1.99it/s]
1045
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9523/10682 [1:21:25<09:40, 2.00it/s]
1046
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9524/10682 [1:21:26<09:36, 2.01it/s]
1047
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9525/10682 [1:21:26<09:34, 2.01it/s]{'loss': 2.6339, 'grad_norm': 0.2671761214733124, 'learning_rate': 3.531897635965431e-05, 'epoch': 12.48}
1048
+
1049
 
1050
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9525/10682 [1:21:26<09:34, 2.01it/s]
1051
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9526/10682 [1:21:27<09:33, 2.02it/s]
1052
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9527/10682 [1:21:27<09:32, 2.02it/s]
1053
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9528/10682 [1:21:28<09:30, 2.02it/s]
1054
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9529/10682 [1:21:28<09:29, 2.02it/s]
1055
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9530/10682 [1:21:29<09:29, 2.02it/s]
1056
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9531/10682 [1:21:29<09:27, 2.03it/s]
1057
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9532/10682 [1:21:30<09:28, 2.02it/s]
1058
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9533/10682 [1:21:30<09:26, 2.03it/s]
1059
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9534/10682 [1:21:31<09:26, 2.03it/s]
1060
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9535/10682 [1:21:31<09:25, 2.03it/s]
1061
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9536/10682 [1:21:32<09:25, 2.03it/s]
1062
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9537/10682 [1:21:32<09:24, 2.03it/s]
1063
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9538/10682 [1:21:33<09:23, 2.03it/s]
1064
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9539/10682 [1:21:33<09:23, 2.03it/s]
1065
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9540/10682 [1:21:34<09:23, 2.03it/s]
1066
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9541/10682 [1:21:34<09:23, 2.03it/s]
1067
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9542/10682 [1:21:35<09:22, 2.03it/s]
1068
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9543/10682 [1:21:35<09:21, 2.03it/s]
1069
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9544/10682 [1:21:36<09:20, 2.03it/s]
1070
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9545/10682 [1:21:36<09:20, 2.03it/s]
1071
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9546/10682 [1:21:37<09:20, 2.03it/s]
1072
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9547/10682 [1:21:37<09:19, 2.03it/s]
1073
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9548/10682 [1:21:38<09:19, 2.03it/s]
1074
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9549/10682 [1:21:38<09:18, 2.03it/s]
1075
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9550/10682 [1:21:38<09:18, 2.03it/s]{'loss': 2.6398, 'grad_norm': 0.2684043049812317, 'learning_rate': 3.382641354591731e-05, 'epoch': 12.51}
1076
+
1077
 
1078
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9550/10682 [1:21:38<09:18, 2.03it/s]
1079
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9551/10682 [1:21:39<09:18, 2.03it/s]
1080
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9552/10682 [1:21:39<09:17, 2.03it/s]
1081
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9553/10682 [1:21:40<09:17, 2.02it/s]
1082
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9554/10682 [1:21:40<09:16, 2.03it/s]
1083
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9555/10682 [1:21:41<09:15, 2.03it/s]
1084
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9556/10682 [1:21:41<09:15, 2.03it/s]
1085
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9557/10682 [1:21:42<09:14, 2.03it/s]
1086
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9558/10682 [1:21:42<09:13, 2.03it/s]
1087
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9559/10682 [1:21:43<09:14, 2.03it/s]
1088
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9560/10682 [1:21:43<09:13, 2.03it/s]
1089
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9561/10682 [1:21:44<09:12, 2.03it/s]
1090
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9562/10682 [1:21:44<09:12, 2.03it/s]
1091
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9563/10682 [1:21:45<09:11, 2.03it/s]
1092
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9564/10682 [1:21:45<09:11, 2.03it/s]
1093
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9565/10682 [1:21:46<09:11, 2.03it/s]
1094
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9566/10682 [1:21:46<09:11, 2.02it/s]
1095
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9567/10682 [1:21:47<09:10, 2.02it/s]
1096
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9568/10682 [1:21:47<09:10, 2.02it/s]
1097
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9569/10682 [1:21:48<09:09, 2.02it/s]
1098
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9570/10682 [1:21:48<09:09, 2.03it/s]
1099
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9571/10682 [1:21:49<09:08, 2.02it/s]
1100
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9572/10682 [1:21:49<09:08, 2.03it/s]
1101
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9573/10682 [1:21:50<09:07, 2.03it/s]
1102
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9574/10682 [1:21:50<09:06, 2.03it/s]
1103
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9575/10682 [1:21:51<09:06, 2.03it/s]{'loss': 2.6295, 'grad_norm': 0.2759605348110199, 'learning_rate': 3.2364968406054075e-05, 'epoch': 12.54}
1104
+
1105
 
1106
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9575/10682 [1:21:51<09:06, 2.03it/s]
1107
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9576/10682 [1:21:51<09:06, 2.02it/s]
1108
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9577/10682 [1:21:52<09:05, 2.02it/s]
1109
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9578/10682 [1:21:52<09:05, 2.02it/s]
1110
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9579/10682 [1:21:53<09:04, 2.03it/s]
1111
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9580/10682 [1:21:53<09:03, 2.03it/s]
1112
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9581/10682 [1:21:54<09:02, 2.03it/s]
1113
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9582/10682 [1:21:54<09:02, 2.03it/s]
1114
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9583/10682 [1:21:55<09:02, 2.03it/s]
1115
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9584/10682 [1:21:55<09:01, 2.03it/s]
1116
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9585/10682 [1:21:56<09:01, 2.03it/s]
1117
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9586/10682 [1:21:56<09:00, 2.03it/s]
1118
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9587/10682 [1:21:57<09:00, 2.03it/s]
1119
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9588/10682 [1:21:57<08:59, 2.03it/s]
1120
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9589/10682 [1:21:58<08:59, 2.03it/s]
1121
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9590/10682 [1:21:58<08:58, 2.03it/s]
1122
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9591/10682 [1:21:59<08:57, 2.03it/s]
1123
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9592/10682 [1:21:59<08:57, 2.03it/s]
1124
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9593/10682 [1:22:00<08:56, 2.03it/s]
1125
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9594/10682 [1:22:00<08:57, 2.03it/s]
1126
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9595/10682 [1:22:01<08:56, 2.03it/s]
1127
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9596/10682 [1:22:01<08:56, 2.03it/s]
1128
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9597/10682 [1:22:02<08:55, 2.03it/s]
1129
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9598/10682 [1:22:02<08:54, 2.03it/s]
1130
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9599/10682 [1:22:03<08:53, 2.03it/s]
1131
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9600/10682 [1:22:03<08:53, 2.03it/s]{'loss': 2.6293, 'grad_norm': 0.2649473547935486, 'learning_rate': 3.093473849336781e-05, 'epoch': 12.57}
1132
+
1133
 
1134
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9600/10682 [1:22:03<08:53, 2.03it/s]
1135
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9601/10682 [1:22:04<08:54, 2.02it/s]
1136
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9602/10682 [1:22:04<08:53, 2.02it/s]
1137
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9603/10682 [1:22:05<08:52, 2.02it/s]
1138
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9604/10682 [1:22:05<08:51, 2.03it/s]
1139
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9605/10682 [1:22:06<08:51, 2.03it/s]
1140
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9606/10682 [1:22:06<08:50, 2.03it/s]
1141
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9607/10682 [1:22:07<08:50, 2.03it/s]
1142
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9608/10682 [1:22:07<08:49, 2.03it/s]
1143
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9609/10682 [1:22:08<08:49, 2.03it/s]
1144
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9610/10682 [1:22:08<08:49, 2.03it/s]
1145
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9611/10682 [1:22:09<09:33, 1.87it/s]
1146
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9612/10682 [1:22:09<09:19, 1.91it/s]
1147
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 9613/10682 [1:22:10<09:09, 1.95it/s]
1148
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9614/10682 [1:22:10<09:01, 1.97it/s]
1149
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9615/10682 [1:22:11<08:56, 1.99it/s]
1150
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9616/10682 [1:22:11<08:52, 2.00it/s]
1151
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9617/10682 [1:22:12<08:50, 2.01it/s]
1152
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9618/10682 [1:22:12<08:48, 2.01it/s]
1153
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9619/10682 [1:22:13<08:46, 2.02it/s]
1154
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9620/10682 [1:22:13<08:45, 2.02it/s]
1155
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9621/10682 [1:22:14<08:44, 2.02it/s]
1156
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9622/10682 [1:22:14<08:44, 2.02it/s]
1157
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9623/10682 [1:22:15<08:43, 2.02it/s]
1158
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9624/10682 [1:22:15<08:42, 2.02it/s]
1159
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9625/10682 [1:22:16<08:41, 2.03it/s]{'loss': 2.6392, 'grad_norm': 0.26671603322029114, 'learning_rate': 2.9535819277506203e-05, 'epoch': 12.61}
1160
+
1161
 
1162
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9625/10682 [1:22:16<08:41, 2.03it/s]
1163
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9626/10682 [1:22:16<08:41, 2.02it/s]
1164
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9627/10682 [1:22:17<08:40, 2.03it/s]
1165
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9628/10682 [1:22:17<08:40, 2.03it/s]
1166
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9629/10682 [1:22:18<08:39, 2.03it/s]
1167
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9630/10682 [1:22:18<08:39, 2.03it/s]
1168
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9631/10682 [1:22:19<08:38, 2.03it/s]
1169
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9632/10682 [1:22:19<08:38, 2.03it/s]
1170
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9633/10682 [1:22:20<08:37, 2.03it/s]
1171
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9634/10682 [1:22:20<08:37, 2.03it/s]
1172
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9635/10682 [1:22:21<08:36, 2.03it/s]
1173
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9636/10682 [1:22:21<08:35, 2.03it/s]
1174
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9637/10682 [1:22:22<08:35, 2.03it/s]
1175
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9638/10682 [1:22:22<08:35, 2.03it/s]
1176
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9639/10682 [1:22:23<08:34, 2.03it/s]
1177
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9640/10682 [1:22:23<08:34, 2.03it/s]
1178
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9641/10682 [1:22:24<08:33, 2.03it/s]
1179
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9642/10682 [1:22:24<08:32, 2.03it/s]
1180
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9643/10682 [1:22:25<08:32, 2.03it/s]
1181
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9644/10682 [1:22:25<08:31, 2.03it/s]
1182
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9645/10682 [1:22:26<08:31, 2.03it/s]
1183
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9646/10682 [1:22:26<08:30, 2.03it/s]
1184
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9647/10682 [1:22:26<08:29, 2.03it/s]
1185
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9648/10682 [1:22:27<08:29, 2.03it/s]
1186
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9649/10682 [1:22:27<08:28, 2.03it/s]
1187
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9650/10682 [1:22:28<08:27, 2.03it/s]{'loss': 2.6413, 'grad_norm': 0.27070415019989014, 'learning_rate': 2.8168304138088295e-05, 'epoch': 12.64}
1188
 
1189
+
1190
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9650/10682 [1:22:28<08:27, 2.03it/s]
1191
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9651/10682 [1:22:28<08:28, 2.03it/s]
1192
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9652/10682 [1:22:29<08:27, 2.03it/s]
1193
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9653/10682 [1:22:29<08:27, 2.03it/s]
1194
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9654/10682 [1:22:30<08:26, 2.03it/s]
1195
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9655/10682 [1:22:30<08:26, 2.03it/s]
1196
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9656/10682 [1:22:31<08:25, 2.03it/s]
1197
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9657/10682 [1:22:31<08:25, 2.03it/s]
1198
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9658/10682 [1:22:32<08:25, 2.03it/s]
1199
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9659/10682 [1:22:32<08:24, 2.03it/s]
1200
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9660/10682 [1:22:33<08:24, 2.02it/s]
1201
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9661/10682 [1:22:33<08:24, 2.03it/s]
1202
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9662/10682 [1:22:34<08:24, 2.02it/s]
1203
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9663/10682 [1:22:34<08:23, 2.02it/s]
1204
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9664/10682 [1:22:35<08:23, 2.02it/s]
1205
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9665/10682 [1:22:35<08:23, 2.02it/s]
1206
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9666/10682 [1:22:36<08:22, 2.02it/s]
1207
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9667/10682 [1:22:36<08:21, 2.02it/s]
1208
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9668/10682 [1:22:37<08:21, 2.02it/s]
1209
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9669/10682 [1:22:37<08:20, 2.03it/s]
1210
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9670/10682 [1:22:38<08:19, 2.03it/s]
1211
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9671/10682 [1:22:38<08:19, 2.03it/s]
1212
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9672/10682 [1:22:39<08:18, 2.03it/s]
1213
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9673/10682 [1:22:39<08:17, 2.03it/s]
1214
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9674/10682 [1:22:40<08:16, 2.03it/s]
1215
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9675/10682 [1:22:40<08:16, 2.03it/s]{'loss': 2.6238, 'grad_norm': 0.26584649085998535, 'learning_rate': 2.6832284358471516e-05, 'epoch': 12.67}
1216
+
1217
 
1218
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9675/10682 [1:22:40<08:16, 2.03it/s]
1219
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9676/10682 [1:22:41<08:16, 2.02it/s]
1220
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9677/10682 [1:22:41<08:16, 2.02it/s]
1221
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9678/10682 [1:22:42<08:15, 2.02it/s]
1222
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9679/10682 [1:22:42<08:14, 2.03it/s]
1223
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9680/10682 [1:22:43<08:14, 2.03it/s]
1224
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9681/10682 [1:22:43<08:14, 2.03it/s]
1225
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9682/10682 [1:22:44<08:13, 2.02it/s]
1226
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9683/10682 [1:22:44<08:13, 2.02it/s]
1227
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9684/10682 [1:22:45<08:13, 2.02it/s]
1228
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9685/10682 [1:22:45<08:12, 2.03it/s]
1229
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9686/10682 [1:22:46<08:11, 2.03it/s]
1230
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9687/10682 [1:22:46<08:10, 2.03it/s]
1231
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9688/10682 [1:22:47<08:10, 2.03it/s]
1232
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9689/10682 [1:22:47<08:10, 2.03it/s]
1233
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9690/10682 [1:22:48<08:08, 2.03it/s]
1234
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9691/10682 [1:22:48<08:08, 2.03it/s]
1235
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9692/10682 [1:22:49<08:08, 2.03it/s]
1236
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9693/10682 [1:22:49<08:07, 2.03it/s]
1237
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9694/10682 [1:22:50<08:08, 2.02it/s]
1238
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9695/10682 [1:22:50<08:07, 2.02it/s]
1239
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9696/10682 [1:22:51<08:06, 2.03it/s]
1240
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9697/10682 [1:22:51<08:06, 2.03it/s]
1241
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9698/10682 [1:22:52<08:04, 2.03it/s]
1242
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9699/10682 [1:22:52<08:04, 2.03it/s]
1243
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9700/10682 [1:22:53<08:04, 2.03it/s]
1244
  {'loss': 2.6376, 'grad_norm': 0.266446590423584, 'learning_rate': 2.5527849119658387e-05, 'epoch': 12.7}
1245
+
1246
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9700/10682 [1:22:53<08:04, 2.03it/s]
1247
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9701/10682 [1:22:53<08:05, 2.02it/s]
1248
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9702/10682 [1:22:54<08:04, 2.02it/s]
1249
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9703/10682 [1:22:54<08:03, 2.02it/s]
1250
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9704/10682 [1:22:55<08:02, 2.03it/s]
1251
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9705/10682 [1:22:55<08:02, 2.02it/s]
1252
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9706/10682 [1:22:56<08:02, 2.02it/s]
1253
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9707/10682 [1:22:56<08:02, 2.02it/s]
1254
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9708/10682 [1:22:57<08:00, 2.03it/s]
1255
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9709/10682 [1:22:57<08:00, 2.02it/s]
1256
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9710/10682 [1:22:58<07:59, 2.03it/s]
1257
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9711/10682 [1:22:58<07:58, 2.03it/s]
1258
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9712/10682 [1:22:59<07:58, 2.03it/s]
1259
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9713/10682 [1:22:59<07:57, 2.03it/s]
1260
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9714/10682 [1:23:00<07:57, 2.03it/s]
1261
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9715/10682 [1:23:00<07:56, 2.03it/s]
1262
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9716/10682 [1:23:01<07:55, 2.03it/s]
1263
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9717/10682 [1:23:01<07:54, 2.03it/s]
1264
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9718/10682 [1:23:02<07:54, 2.03it/s]
1265
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9719/10682 [1:23:02<07:54, 2.03it/s]
1266
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9720/10682 [1:23:03<07:54, 2.03it/s]
1267
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9721/10682 [1:23:03<07:53, 2.03it/s]
1268
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9722/10682 [1:23:03<07:53, 2.03it/s]
1269
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9723/10682 [1:23:04<07:53, 2.03it/s]
1270
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9724/10682 [1:23:04<07:52, 2.03it/s]
1271
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9725/10682 [1:23:05<07:52, 2.03it/s]
1272
  {'loss': 2.6387, 'grad_norm': 0.2688989043235779, 'learning_rate': 2.4255085494343522e-05, 'epoch': 12.74}
1273
+
1274
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9725/10682 [1:23:05<07:52, 2.03it/s]
1275
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9726/10682 [1:23:05<07:52, 2.02it/s]
1276
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9727/10682 [1:23:06<07:51, 2.03it/s]
1277
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9728/10682 [1:23:06<07:50, 2.03it/s]
1278
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9729/10682 [1:23:07<07:50, 2.03it/s]
1279
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9730/10682 [1:23:07<07:49, 2.03it/s]
1280
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9731/10682 [1:23:08<07:48, 2.03it/s]
1281
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9732/10682 [1:23:08<07:48, 2.03it/s]
1282
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9733/10682 [1:23:09<07:47, 2.03it/s]
1283
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9734/10682 [1:23:09<07:47, 2.03it/s]
1284
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9735/10682 [1:23:10<07:47, 2.03it/s]
1285
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9736/10682 [1:23:10<07:46, 2.03it/s]
1286
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9737/10682 [1:23:11<07:46, 2.02it/s]
1287
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9738/10682 [1:23:11<07:46, 2.02it/s]
1288
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9739/10682 [1:23:12<07:45, 2.02it/s]
1289
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9740/10682 [1:23:12<07:45, 2.03it/s]
1290
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9741/10682 [1:23:13<07:44, 2.02it/s]
1291
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9742/10682 [1:23:13<07:44, 2.03it/s]
1292
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9743/10682 [1:23:14<07:43, 2.02it/s]
1293
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9744/10682 [1:23:14<07:43, 2.03it/s]
1294
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9745/10682 [1:23:15<07:42, 2.02it/s]
1295
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9746/10682 [1:23:15<07:41, 2.03it/s]
1296
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 9747/10682 [1:23:16<07:41, 2.03it/s]
1297
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9748/10682 [1:23:16<07:40, 2.03it/s]
1298
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9749/10682 [1:23:17<07:39, 2.03it/s]
1299
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9750/10682 [1:23:17<07:39, 2.03it/s]{'loss': 2.6414, 'grad_norm': 0.269853413105011, 'learning_rate': 2.301407844110154e-05, 'epoch': 12.77}
1300
+
1301
 
1302
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9750/10682 [1:23:17<07:39, 2.03it/s]
1303
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9751/10682 [1:23:18<07:39, 2.02it/s]
1304
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9752/10682 [1:23:18<07:39, 2.03it/s]
1305
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9753/10682 [1:23:19<07:38, 2.02it/s]
1306
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9754/10682 [1:23:19<07:38, 2.03it/s]
1307
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9755/10682 [1:23:20<07:37, 2.03it/s]
1308
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9756/10682 [1:23:20<07:36, 2.03it/s]
1309
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9757/10682 [1:23:21<07:36, 2.03it/s]
1310
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9758/10682 [1:23:21<07:35, 2.03it/s]
1311
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9759/10682 [1:23:22<07:35, 2.03it/s]
1312
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9760/10682 [1:23:22<07:34, 2.03it/s]
1313
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9761/10682 [1:23:23<07:33, 2.03it/s]
1314
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9762/10682 [1:23:23<07:34, 2.02it/s]
1315
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9763/10682 [1:23:24<07:34, 2.02it/s]
1316
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9764/10682 [1:23:24<07:33, 2.02it/s]
1317
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9765/10682 [1:23:25<07:33, 2.02it/s]
1318
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9766/10682 [1:23:25<07:32, 2.02it/s]
1319
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9767/10682 [1:23:26<07:32, 2.02it/s]
1320
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9768/10682 [1:23:26<07:31, 2.02it/s]
1321
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9769/10682 [1:23:27<07:30, 2.03it/s]
1322
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9770/10682 [1:23:27<07:29, 2.03it/s]
1323
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9771/10682 [1:23:28<07:29, 2.03it/s]
1324
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9772/10682 [1:23:28<07:28, 2.03it/s]
1325
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9773/10682 [1:23:29<07:27, 2.03it/s]
1326
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9774/10682 [1:23:29<07:27, 2.03it/s]
1327
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9775/10682 [1:23:30<07:27, 2.03it/s]
1328
  {'loss': 2.639, 'grad_norm': 0.2653633952140808, 'learning_rate': 2.1804910798715826e-05, 'epoch': 12.8}
1329
+
1330
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9775/10682 [1:23:30<07:27, 2.03it/s]
1331
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9776/10682 [1:23:30<07:27, 2.02it/s]
1332
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9777/10682 [1:23:31<07:26, 2.03it/s]
1333
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9778/10682 [1:23:31<07:26, 2.02it/s]
1334
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9779/10682 [1:23:32<07:25, 2.02it/s]
1335
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9780/10682 [1:23:32<07:25, 2.03it/s]
1336
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9781/10682 [1:23:33<07:24, 2.03it/s]
1337
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9782/10682 [1:23:33<07:24, 2.03it/s]
1338
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9783/10682 [1:23:34<07:24, 2.02it/s]
1339
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9784/10682 [1:23:34<07:23, 2.02it/s]
1340
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9785/10682 [1:23:35<07:23, 2.02it/s]
1341
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9786/10682 [1:23:35<07:22, 2.02it/s]
1342
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9787/10682 [1:23:36<07:22, 2.02it/s]
1343
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9788/10682 [1:23:36<07:21, 2.02it/s]
1344
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9789/10682 [1:23:37<07:21, 2.02it/s]
1345
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9790/10682 [1:23:37<07:20, 2.03it/s]
1346
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9791/10682 [1:23:38<07:19, 2.03it/s]
1347
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9792/10682 [1:23:38<07:19, 2.03it/s]
1348
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9793/10682 [1:23:39<07:18, 2.03it/s]
1349
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9794/10682 [1:23:39<07:18, 2.02it/s]
1350
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9795/10682 [1:23:40<07:17, 2.03it/s]
1351
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9796/10682 [1:23:40<07:18, 2.02it/s]
1352
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9797/10682 [1:23:41<07:17, 2.02it/s]
1353
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9798/10682 [1:23:41<07:17, 2.02it/s]
1354
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9799/10682 [1:23:42<07:16, 2.02it/s]
1355
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9800/10682 [1:23:42<07:15, 2.03it/s]{'loss': 2.6445, 'grad_norm': 0.2692641615867615, 'learning_rate': 2.0627663280649135e-05, 'epoch': 12.84}
1356
+
1357
 
1358
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9800/10682 [1:23:42<07:15, 2.03it/s]
1359
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9801/10682 [1:23:42<07:15, 2.02it/s]
1360
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9802/10682 [1:23:43<07:14, 2.02it/s]
1361
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9803/10682 [1:23:43<07:14, 2.03it/s]
1362
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9804/10682 [1:23:44<07:13, 2.03it/s]
1363
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9805/10682 [1:23:44<07:13, 2.02it/s]
1364
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9806/10682 [1:23:45<07:12, 2.03it/s]
1365
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9807/10682 [1:23:45<07:11, 2.03it/s]
1366
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9808/10682 [1:23:46<07:11, 2.03it/s]
1367
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9809/10682 [1:23:46<07:10, 2.03it/s]
1368
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9810/10682 [1:23:47<07:09, 2.03it/s]
1369
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9811/10682 [1:23:47<07:09, 2.03it/s]
1370
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9812/10682 [1:23:48<07:09, 2.03it/s]
1371
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9813/10682 [1:23:48<07:08, 2.03it/s]
1372
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9814/10682 [1:23:49<07:08, 2.02it/s]
1373
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9815/10682 [1:23:49<07:07, 2.03it/s]
1374
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9816/10682 [1:23:50<07:07, 2.03it/s]
1375
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9817/10682 [1:23:50<07:06, 2.03it/s]
1376
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9818/10682 [1:23:51<07:05, 2.03it/s]
1377
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9819/10682 [1:23:51<07:05, 2.03it/s]
1378
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9820/10682 [1:23:52<07:04, 2.03it/s]
1379
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9821/10682 [1:23:52<07:04, 2.03it/s]
1380
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9822/10682 [1:23:53<07:04, 2.03it/s]
1381
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9823/10682 [1:23:53<07:03, 2.03it/s]
1382
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9824/10682 [1:23:54<07:03, 2.03it/s]
1383
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9825/10682 [1:23:54<07:02, 2.03it/s]{'loss': 2.6394, 'grad_norm': 0.26735222339630127, 'learning_rate': 1.9482414469655486e-05, 'epoch': 12.87}
1384
+
1385
 
1386
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9825/10682 [1:23:54<07:02, 2.03it/s]
1387
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9826/10682 [1:23:55<07:03, 2.02it/s]
1388
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9827/10682 [1:23:55<07:02, 2.02it/s]
1389
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9828/10682 [1:23:56<07:02, 2.02it/s]
1390
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9829/10682 [1:23:56<07:01, 2.02it/s]
1391
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9830/10682 [1:23:57<07:00, 2.03it/s]
1392
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9831/10682 [1:23:57<07:00, 2.02it/s]
1393
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9832/10682 [1:23:58<06:59, 2.03it/s]
1394
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9833/10682 [1:23:58<06:58, 2.03it/s]
1395
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9834/10682 [1:23:59<06:58, 2.03it/s]
1396
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9835/10682 [1:23:59<06:57, 2.03it/s]
1397
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9836/10682 [1:24:00<06:57, 2.03it/s]
1398
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9837/10682 [1:24:00<06:56, 2.03it/s]
1399
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9838/10682 [1:24:01<06:56, 2.03it/s]
1400
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9839/10682 [1:24:01<06:55, 2.03it/s]
1401
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9840/10682 [1:24:02<06:55, 2.03it/s]
1402
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9841/10682 [1:24:02<06:54, 2.03it/s]
1403
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9842/10682 [1:24:03<06:54, 2.03it/s]
1404
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9843/10682 [1:24:03<06:53, 2.03it/s]
1405
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9844/10682 [1:24:04<06:53, 2.03it/s]
1406
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9845/10682 [1:24:04<06:52, 2.03it/s]
1407
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9846/10682 [1:24:05<06:51, 2.03it/s]
1408
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9847/10682 [1:24:05<06:51, 2.03it/s]
1409
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9848/10682 [1:24:06<06:51, 2.03it/s]
1410
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9849/10682 [1:24:06<06:51, 2.03it/s]
1411
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9850/10682 [1:24:07<06:50, 2.03it/s]
1412
 
1413
+
1414
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9850/10682 [1:24:07<06:50, 2.03it/s]
1415
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9851/10682 [1:24:07<06:50, 2.02it/s]
1416
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9852/10682 [1:24:08<06:49, 2.03it/s]
1417
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9853/10682 [1:24:08<06:49, 2.02it/s]
1418
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9854/10682 [1:24:09<06:48, 2.03it/s]
1419
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9855/10682 [1:24:09<06:48, 2.03it/s]
1420
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9856/10682 [1:24:10<06:47, 2.03it/s]
1421
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9857/10682 [1:24:10<06:47, 2.03it/s]
1422
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9858/10682 [1:24:11<06:46, 2.03it/s]
1423
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9859/10682 [1:24:11<06:45, 2.03it/s]
1424
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9860/10682 [1:24:12<06:46, 2.02it/s]
1425
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9861/10682 [1:24:12<06:45, 2.03it/s]
1426
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9862/10682 [1:24:13<06:44, 2.03it/s]
1427
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9863/10682 [1:24:13<06:43, 2.03it/s]
1428
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9864/10682 [1:24:14<06:43, 2.03it/s]
1429
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9865/10682 [1:24:14<06:42, 2.03it/s]
1430
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9866/10682 [1:24:15<06:42, 2.03it/s]
1431
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9867/10682 [1:24:15<06:41, 2.03it/s]
1432
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9868/10682 [1:24:16<06:41, 2.03it/s]
1433
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9869/10682 [1:24:16<06:40, 2.03it/s]
1434
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9870/10682 [1:24:17<06:40, 2.03it/s]
1435
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9871/10682 [1:24:17<06:39, 2.03it/s]
1436
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9872/10682 [1:24:18<06:39, 2.03it/s]
1437
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9873/10682 [1:24:18<06:38, 2.03it/s]
1438
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9874/10682 [1:24:19<06:38, 2.03it/s]
1439
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:24:19<06:37, 2.03it/s]
1440
  {'loss': 2.6349, 'grad_norm': 0.27050691843032837, 'learning_rate': 1.7288216615031272e-05, 'epoch': 12.93}
1441
+
1442
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9875/10682 [1:24:19<06:37, 2.03it/s]
1443
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9876/10682 [1:24:19<06:37, 2.03it/s]
1444
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9877/10682 [1:24:20<06:37, 2.03it/s]
1445
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9878/10682 [1:24:20<06:36, 2.03it/s]
1446
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9879/10682 [1:24:21<06:35, 2.03it/s]
1447
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 9880/10682 [1:24:21<06:35, 2.03it/s]
1448
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9881/10682 [1:24:22<06:34, 2.03it/s]
1449
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9882/10682 [1:24:22<06:34, 2.03it/s]
1450
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9883/10682 [1:24:23<06:33, 2.03it/s]
1451
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9884/10682 [1:24:23<06:34, 2.03it/s]
1452
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9885/10682 [1:24:24<06:33, 2.03it/s]
1453
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9886/10682 [1:24:24<06:32, 2.03it/s]
1454
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9887/10682 [1:24:25<06:32, 2.03it/s]
1455
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9888/10682 [1:24:25<06:30, 2.03it/s]
1456
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9889/10682 [1:24:26<06:31, 2.03it/s]
1457
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9890/10682 [1:24:26<06:30, 2.03it/s]
1458
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9891/10682 [1:24:27<06:29, 2.03it/s]
1459
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9892/10682 [1:24:27<06:29, 2.03it/s]
1460
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9893/10682 [1:24:28<06:28, 2.03it/s]
1461
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9894/10682 [1:24:28<06:28, 2.03it/s]
1462
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9895/10682 [1:24:29<06:27, 2.03it/s]
1463
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9896/10682 [1:24:29<06:27, 2.03it/s]
1464
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9897/10682 [1:24:30<06:26, 2.03it/s]
1465
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9898/10682 [1:24:30<06:26, 2.03it/s]
1466
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9899/10682 [1:24:31<06:25, 2.03it/s]
1467
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:24:31<06:25, 2.03it/s]{'loss': 2.6377, 'grad_norm': 0.2702299952507019, 'learning_rate': 1.6239414036870183e-05, 'epoch': 12.97}
1468
+
1469
 
1470
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9900/10682 [1:24:31<06:25, 2.03it/s]
1471
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9901/10682 [1:24:32<06:25, 2.03it/s]
1472
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9902/10682 [1:24:32<06:24, 2.03it/s]
1473
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9903/10682 [1:24:33<06:24, 2.03it/s]
1474
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9904/10682 [1:24:33<06:23, 2.03it/s]
1475
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9905/10682 [1:24:34<06:23, 2.03it/s]
1476
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9906/10682 [1:24:34<06:22, 2.03it/s]
1477
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9907/10682 [1:24:35<06:22, 2.03it/s]
1478
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9908/10682 [1:24:35<06:22, 2.02it/s]
1479
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9909/10682 [1:24:36<06:21, 2.03it/s]
1480
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9910/10682 [1:24:36<06:21, 2.02it/s]
1481
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9911/10682 [1:24:37<06:20, 2.03it/s]
1482
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9912/10682 [1:24:37<06:19, 2.03it/s]
1483
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9913/10682 [1:24:38<06:19, 2.03it/s]
1484
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9914/10682 [1:24:38<06:18, 2.03it/s]
1485
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9915/10682 [1:24:39<06:18, 2.03it/s]
1486
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9916/10682 [1:24:39<06:17, 2.03it/s]
1487
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9917/10682 [1:24:40<06:17, 2.03it/s]
1488
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9918/10682 [1:24:40<06:16, 2.03it/s]
1489
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9919/10682 [1:24:41<06:16, 2.02it/s]
1490
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9920/10682 [1:24:41<06:16, 2.03it/s]
1491
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9921/10682 [1:24:42<06:15, 2.03it/s]
1492
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9922/10682 [1:24:42<06:15, 2.03it/s]
1493
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9923/10682 [1:24:43<06:14, 2.02it/s]
1494
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9924/10682 [1:24:43<06:14, 2.02it/s]
1495
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:44<06:22, 1.98it/s]{'loss': 2.6435, 'grad_norm': 0.2638016641139984, 'learning_rate': 1.5222903086944684e-05, 'epoch': 13.0}
1496
+
1497
 
1498
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9925/10682 [1:24:44<06:22, 1.98it/s]
1499
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9926/10682 [1:25:02<1:14:46, 5.93s/it]
1500
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9927/10682 [1:25:03<54:08, 4.30s/it]
1501
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9928/10682 [1:25:03<39:42, 3.16s/it]
1502
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9929/10682 [1:25:04<29:39, 2.36s/it]
1503
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9930/10682 [1:25:04<22:35, 1.80s/it]
1504
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9931/10682 [1:25:05<17:38, 1.41s/it]
1505
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9932/10682 [1:25:05<14:10, 1.13s/it]
1506
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9933/10682 [1:25:06<11:45, 1.06it/s]
1507
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9934/10682 [1:25:06<10:03, 1.24it/s]
1508
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9935/10682 [1:25:07<08:55, 1.40it/s]
1509
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9936/10682 [1:25:07<08:04, 1.54it/s]
1510
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9937/10682 [1:25:08<07:29, 1.66it/s]
1511
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9938/10682 [1:25:08<07:04, 1.75it/s]
1512
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9939/10682 [1:25:09<06:47, 1.82it/s]
1513
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9940/10682 [1:25:09<06:36, 1.87it/s]
1514
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9941/10682 [1:25:10<06:26, 1.92it/s]
1515
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9942/10682 [1:25:10<06:19, 1.95it/s]
1516
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9943/10682 [1:25:11<06:14, 1.97it/s]
1517
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9944/10682 [1:25:11<06:11, 1.99it/s]
1518
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9945/10682 [1:25:12<06:09, 2.00it/s]
1519
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9946/10682 [1:25:12<06:07, 2.00it/s]
1520
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9947/10682 [1:25:13<06:05, 2.01it/s]
1521
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9948/10682 [1:25:13<06:04, 2.01it/s]
1522
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9949/10682 [1:25:14<06:04, 2.01it/s]
1523
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:25:14<06:02, 2.02it/s]{'loss': 2.5985, 'grad_norm': 0.2674480974674225, 'learning_rate': 1.4238751618640577e-05, 'epoch': 13.03}
1524
+
1525
 
1526
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9950/10682 [1:25:14<06:02, 2.02it/s]
1527
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 9951/10682 [1:25:15<06:02, 2.02it/s]