Tristan commited on
Commit
22fa786
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1 Parent(s): 1ceb27b

Training in progress, epoch 8

Browse files
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756
 
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6625/11704 [56:18<41:55, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6626/11704 [56:18<41:53, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6627/11704 [56:19<41:54, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6628/11704 [56:19<41:51, 2.02it/s]
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762
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763
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6631/11704 [56:21<41:50, 2.02it/s]
764
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6632/11704 [56:21<41:47, 2.02it/s]
765
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6633/11704 [56:22<41:49, 2.02it/s]
766
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6634/11704 [56:22<41:48, 2.02it/s]
767
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6635/11704 [56:23<41:49, 2.02it/s]
768
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6636/11704 [56:23<41:47, 2.02it/s]
769
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6637/11704 [56:24<41:48, 2.02it/s]
770
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6638/11704 [56:24<41:45, 2.02it/s]
771
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6639/11704 [56:25<41:45, 2.02it/s]
772
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6640/11704 [56:25<41:43, 2.02it/s]
773
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6641/11704 [56:26<41:47, 2.02it/s]
774
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6642/11704 [56:26<41:46, 2.02it/s]
775
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6643/11704 [56:27<41:49, 2.02it/s]
776
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6644/11704 [56:27<41:44, 2.02it/s]
777
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6645/11704 [56:28<41:44, 2.02it/s]
778
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6646/11704 [56:28<41:42, 2.02it/s]
779
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6647/11704 [56:29<41:41, 2.02it/s]
780
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6648/11704 [56:29<41:40, 2.02it/s]
781
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6649/11704 [56:30<41:39, 2.02it/s]
782
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6650/11704 [56:30<41:40, 2.02it/s]
783
 
784
 
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6650/11704 [56:30<41:40, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6654/11704 [56:32<41:42, 2.02it/s]
790
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6655/11704 [56:33<41:39, 2.02it/s]
791
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6656/11704 [56:33<41:41, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6657/11704 [56:34<41:38, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6658/11704 [56:34<41:39, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6659/11704 [56:35<41:37, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6660/11704 [56:35<41:37, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6662/11704 [56:36<41:36, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6663/11704 [56:37<41:34, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6664/11704 [56:37<41:35, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6665/11704 [56:38<41:34, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6666/11704 [56:38<41:35, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6667/11704 [56:39<41:34, 2.02it/s]
803
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6668/11704 [56:39<41:32, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6675/11704 [56:43<41:28, 2.02it/s]
811
 
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6675/11704 [56:43<41:28, 2.02it/s]
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815
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6684/11704 [56:47<41:26, 2.02it/s]
823
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6685/11704 [56:48<41:26, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6686/11704 [56:48<41:26, 2.02it/s]
825
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6687/11704 [56:49<41:24, 2.02it/s]
826
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6688/11704 [56:49<41:23, 2.02it/s]
827
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6689/11704 [56:50<41:24, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6690/11704 [56:50<41:21, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6691/11704 [56:50<41:22, 2.02it/s]
830
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6692/11704 [56:51<41:03, 2.03it/s]
831
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6693/11704 [57:03<5:33:00, 3.99s/it]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6694/11704 [57:04<4:05:30, 2.94s/it]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6695/11704 [57:04<3:04:12, 2.21s/it]
834
  57%|β–ˆοΏ½οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–‹ | 6696/11704 [57:05<2:21:21, 1.69s/it]
835
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6697/11704 [57:05<1:51:19, 1.33s/it]
836
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6698/11704 [57:06<1:30:20, 1.08s/it]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6699/11704 [57:06<1:15:36, 1.10it/s]
838
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6700/11704 [57:07<1:05:58, 1.26it/s]{'loss': 3.4591, 'grad_norm': 0.23688948154449463, 'learning_rate': 0.0004608931070888296, 'epoch': 8.01}
839
-
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6700/11704 [57:07<1:05:58, 1.26it/s]
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855
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6714/11704 [57:14<41:25, 2.01it/s]
 
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6702/11704 [57:08<53:25, 1.56it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6703/11704 [57:08<49:46, 1.67it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6707/11704 [57:10<43:15, 1.93it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6708/11704 [57:11<42:36, 1.95it/s]
866
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6709/11704 [57:11<42:14, 1.97it/s]
867
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6710/11704 [57:12<42:01, 1.98it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6715/11704 [57:14<41:19, 2.01it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6718/11704 [57:16<41:10, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6719/11704 [57:16<41:12, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6721/11704 [57:17<41:10, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6722/11704 [57:18<41:08, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6723/11704 [57:18<41:10, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6724/11704 [57:19<41:08, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6725/11704 [57:19<41:08, 2.02it/s]{'loss': 3.3641, 'grad_norm': 0.22972285747528076, 'learning_rate': 0.0004571773760359283, 'epoch': 8.04}
 
883
 
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6725/11704 [57:19<41:08, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6726/11704 [57:20<41:07, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6727/11704 [57:20<41:09, 2.02it/s]
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  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6728/11704 [57:21<41:06, 2.02it/s]
888
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6729/11704 [57:21<41:05, 2.02it/s]
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  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6730/11704 [57:21<41:04, 2.02it/s]
890
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6731/11704 [57:22<41:05, 2.02it/s]
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  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6733/11704 [57:23<41:03, 2.02it/s]
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  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6734/11704 [57:23<41:05, 2.02it/s]
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  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6735/11704 [57:24<41:03, 2.02it/s]
895
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6736/11704 [57:24<41:02, 2.02it/s]
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  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6737/11704 [57:25<41:01, 2.02it/s]
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  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6738/11704 [57:25<41:01, 2.02it/s]
898
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6739/11704 [57:26<40:58, 2.02it/s]
899
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6740/11704 [57:26<41:02, 2.02it/s]
900
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6741/11704 [57:27<41:00, 2.02it/s]
901
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6742/11704 [57:27<40:59, 2.02it/s]
902
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6743/11704 [57:28<40:57, 2.02it/s]
903
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6744/11704 [57:28<40:59, 2.02it/s]
904
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6745/11704 [57:29<41:02, 2.01it/s]
905
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6746/11704 [57:29<40:59, 2.02it/s]
906
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6747/11704 [57:30<40:58, 2.02it/s]
907
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6748/11704 [57:30<40:56, 2.02it/s]
908
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6749/11704 [57:31<40:58, 2.02it/s]
909
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6750/11704 [57:31<41:01, 2.01it/s]{'loss': 3.3755, 'grad_norm': 0.227346271276474, 'learning_rate': 0.00045346402591428883, 'epoch': 8.07}
 
910
 
911
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6750/11704 [57:31<41:01, 2.01it/s]
912
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6751/11704 [57:32<41:01, 2.01it/s]
913
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6752/11704 [57:32<41:02, 2.01it/s]
914
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6753/11704 [57:33<41:00, 2.01it/s]
915
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6754/11704 [57:33<41:01, 2.01it/s]
916
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6755/11704 [57:34<41:00, 2.01it/s]
917
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6756/11704 [57:34<40:56, 2.01it/s]
918
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6757/11704 [57:35<40:57, 2.01it/s]
919
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6758/11704 [57:35<40:54, 2.02it/s]
920
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6759/11704 [57:36<40:54, 2.01it/s]
921
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6760/11704 [57:36<40:49, 2.02it/s]
922
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6761/11704 [57:37<40:54, 2.01it/s]
923
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6762/11704 [57:37<40:51, 2.02it/s]
924
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6763/11704 [57:38<40:52, 2.01it/s]
925
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6764/11704 [57:38<40:51, 2.01it/s]
926
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6765/11704 [57:39<40:54, 2.01it/s]
927
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6766/11704 [57:39<40:57, 2.01it/s]
928
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6767/11704 [57:40<40:52, 2.01it/s]
929
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6768/11704 [57:40<40:51, 2.01it/s]
930
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6769/11704 [57:41<40:48, 2.02it/s]
931
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6770/11704 [57:41<40:48, 2.02it/s]
932
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6771/11704 [57:42<40:45, 2.02it/s]
933
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6772/11704 [57:42<40:45, 2.02it/s]
934
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6773/11704 [57:43<40:43, 2.02it/s]
935
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6774/11704 [57:43<40:44, 2.02it/s]
936
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6775/11704 [57:44<40:42, 2.02it/s]{'loss': 3.383, 'grad_norm': 0.2244180291891098, 'learning_rate': 0.00044975326318560303, 'epoch': 8.1}
 
937
 
938
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6775/11704 [57:44<40:42, 2.02it/s]
939
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6776/11704 [57:44<40:44, 2.02it/s]
940
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6777/11704 [57:45<40:43, 2.02it/s]
941
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6778/11704 [57:45<40:41, 2.02it/s]
942
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6779/11704 [57:46<40:43, 2.02it/s]
943
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6780/11704 [57:46<40:39, 2.02it/s]
944
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6781/11704 [57:47<40:40, 2.02it/s]
945
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6782/11704 [57:47<40:35, 2.02it/s]
946
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6783/11704 [57:48<40:37, 2.02it/s]
947
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6784/11704 [57:48<40:36, 2.02it/s]
948
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6785/11704 [57:49<40:37, 2.02it/s]
949
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6786/11704 [57:49<40:35, 2.02it/s]
950
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6787/11704 [57:50<40:35, 2.02it/s]
951
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6788/11704 [57:50<40:32, 2.02it/s]
952
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6789/11704 [57:51<40:33, 2.02it/s]
953
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6790/11704 [57:51<40:30, 2.02it/s]
954
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6791/11704 [57:52<40:30, 2.02it/s]
955
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6792/11704 [57:52<40:29, 2.02it/s]
956
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6793/11704 [57:53<40:30, 2.02it/s]
957
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6794/11704 [57:53<40:28, 2.02it/s]
958
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6795/11704 [57:54<40:29, 2.02it/s]
959
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6796/11704 [57:54<40:29, 2.02it/s]
960
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6797/11704 [57:55<40:30, 2.02it/s]
961
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6798/11704 [57:55<40:32, 2.02it/s]
962
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6799/11704 [57:56<40:27, 2.02it/s]
963
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6800/11704 [57:56<40:30, 2.02it/s]{'loss': 3.3888, 'grad_norm': 0.22012494504451752, 'learning_rate': 0.0004460452941677038, 'epoch': 8.13}
 
964
 
965
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6800/11704 [57:56<40:30, 2.02it/s]
966
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6801/11704 [57:57<40:29, 2.02it/s]
967
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6802/11704 [57:57<40:29, 2.02it/s]
968
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6803/11704 [57:58<40:24, 2.02it/s]
969
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6804/11704 [57:58<40:25, 2.02it/s]
970
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6805/11704 [57:59<40:26, 2.02it/s]
971
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6806/11704 [57:59<40:27, 2.02it/s]
972
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6807/11704 [58:00<40:23, 2.02it/s]
973
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6808/11704 [58:00<40:25, 2.02it/s]
974
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6809/11704 [58:01<40:24, 2.02it/s]
975
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6810/11704 [58:01<40:23, 2.02it/s]
976
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6811/11704 [58:02<40:19, 2.02it/s]
977
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6812/11704 [58:02<40:19, 2.02it/s]
978
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6813/11704 [58:03<40:20, 2.02it/s]
979
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6814/11704 [58:03<40:22, 2.02it/s]
980
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6815/11704 [58:04<40:22, 2.02it/s]
981
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6816/11704 [58:04<40:19, 2.02it/s]
982
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6817/11704 [58:05<40:23, 2.02it/s]
983
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6818/11704 [58:05<40:20, 2.02it/s]
984
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6819/11704 [58:06<40:19, 2.02it/s]
985
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6820/11704 [58:06<40:17, 2.02it/s]
986
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6821/11704 [58:07<40:16, 2.02it/s]
987
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6822/11704 [58:07<40:12, 2.02it/s]
988
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6823/11704 [58:08<40:14, 2.02it/s]
989
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6824/11704 [58:08<40:11, 2.02it/s]
990
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6825/11704 [58:09<40:13, 2.02it/s]{'loss': 3.3934, 'grad_norm': 0.23053328692913055, 'learning_rate': 0.00044234032502309464, 'epoch': 8.16}
991
 
 
992
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6825/11704 [58:09<40:13, 2.02it/s]
993
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6826/11704 [58:09<40:18, 2.02it/s]
994
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6827/11704 [58:10<40:15, 2.02it/s]
995
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6828/11704 [58:10<40:11, 2.02it/s]
996
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6829/11704 [58:11<40:11, 2.02it/s]
997
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6830/11704 [58:11<40:09, 2.02it/s]
998
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6831/11704 [58:12<40:10, 2.02it/s]
999
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6832/11704 [58:12<40:07, 2.02it/s]
1000
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6833/11704 [58:13<40:08, 2.02it/s]
1001
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6834/11704 [58:13<40:06, 2.02it/s]
1002
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6835/11704 [58:14<40:08, 2.02it/s]
1003
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6836/11704 [58:14<40:05, 2.02it/s]
1004
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6837/11704 [58:15<40:04, 2.02it/s]
1005
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6838/11704 [58:15<40:04, 2.02it/s]
1006
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6839/11704 [58:16<40:06, 2.02it/s]
1007
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6840/11704 [58:16<40:05, 2.02it/s]
1008
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6841/11704 [58:16<40:06, 2.02it/s]
1009
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6842/11704 [58:17<40:02, 2.02it/s]
1010
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6843/11704 [58:17<40:02, 2.02it/s]
1011
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6844/11704 [58:18<40:02, 2.02it/s]
1012
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6845/11704 [58:18<40:01, 2.02it/s]
1013
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6846/11704 [58:19<40:00, 2.02it/s]
1014
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6847/11704 [58:19<39:59, 2.02it/s]
1015
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6848/11704 [58:20<40:00, 2.02it/s]
1016
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6849/11704 [58:20<39:59, 2.02it/s]
1017
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6850/11704 [58:21<39:59, 2.02it/s]{'loss': 3.3891, 'grad_norm': 0.23988386988639832, 'learning_rate': 0.0004386385617474864, 'epoch': 8.19}
 
1018
 
1019
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6850/11704 [58:21<39:59, 2.02it/s]
1020
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6851/11704 [58:21<40:02, 2.02it/s]
1021
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6852/11704 [58:22<40:04, 2.02it/s]
1022
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6853/11704 [58:22<40:02, 2.02it/s]
1023
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6854/11704 [58:23<40:00, 2.02it/s]
1024
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6855/11704 [58:23<39:57, 2.02it/s]
1025
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6856/11704 [58:24<39:59, 2.02it/s]
1026
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6857/11704 [58:24<39:56, 2.02it/s]
1027
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6858/11704 [58:25<39:56, 2.02it/s]
1028
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6859/11704 [58:25<39:54, 2.02it/s]
1029
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6860/11704 [58:26<39:53, 2.02it/s]
1030
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6861/11704 [58:26<39:54, 2.02it/s]
1031
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6862/11704 [58:27<39:55, 2.02it/s]
1032
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6863/11704 [58:27<39:52, 2.02it/s]
1033
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6864/11704 [58:28<39:52, 2.02it/s]
1034
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6865/11704 [58:28<39:50, 2.02it/s]
1035
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6866/11704 [58:29<39:48, 2.03it/s]
1036
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6867/11704 [58:29<39:49, 2.02it/s]
1037
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6868/11704 [58:30<39:47, 2.03it/s]
1038
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6869/11704 [58:30<39:48, 2.02it/s]
1039
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6870/11704 [58:31<39:45, 2.03it/s]
1040
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6871/11704 [58:31<39:48, 2.02it/s]
1041
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6872/11704 [58:32<39:49, 2.02it/s]
1042
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6873/11704 [58:32<39:51, 2.02it/s]
1043
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6874/11704 [58:33<39:48, 2.02it/s]
1044
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6875/11704 [58:33<39:49, 2.02it/s]{'loss': 3.3966, 'grad_norm': 0.23840314149856567, 'learning_rate': 0.0004349402101583436, 'epoch': 8.22}
 
1045
 
1046
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6875/11704 [58:33<39:49, 2.02it/s]
1047
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6876/11704 [58:34<39:49, 2.02it/s]
1048
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6877/11704 [58:34<39:48, 2.02it/s]
1049
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6878/11704 [58:35<39:45, 2.02it/s]
1050
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6879/11704 [58:35<39:45, 2.02it/s]
1051
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6880/11704 [58:36<39:43, 2.02it/s]
1052
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6881/11704 [58:36<39:44, 2.02it/s]
1053
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6882/11704 [58:37<39:41, 2.02it/s]
1054
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6883/11704 [58:37<39:46, 2.02it/s]
1055
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6884/11704 [58:38<39:43, 2.02it/s]
1056
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6885/11704 [58:38<39:44, 2.02it/s]
1057
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6886/11704 [58:39<39:43, 2.02it/s]
1058
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6887/11704 [58:39<39:41, 2.02it/s]
1059
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6888/11704 [58:40<39:38, 2.02it/s]
1060
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6889/11704 [58:40<39:41, 2.02it/s]
1061
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6890/11704 [58:41<39:39, 2.02it/s]
1062
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6891/11704 [58:41<39:37, 2.02it/s]
1063
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6892/11704 [58:42<39:38, 2.02it/s]
1064
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6893/11704 [58:42<39:36, 2.02it/s]
1065
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6894/11704 [58:43<39:38, 2.02it/s]
1066
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6895/11704 [58:43<39:37, 2.02it/s]
1067
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6896/11704 [58:44<39:38, 2.02it/s]
1068
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6897/11704 [58:44<39:35, 2.02it/s]
1069
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6898/11704 [58:45<39:36, 2.02it/s]
1070
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6899/11704 [58:45<39:35, 2.02it/s]
1071
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6900/11704 [58:46<39:35, 2.02it/s]{'loss': 3.4031, 'grad_norm': 0.23334480822086334, 'learning_rate': 0.0004312454758834423, 'epoch': 8.25}
 
1072
 
1073
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6900/11704 [58:46<39:35, 2.02it/s]
1074
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6901/11704 [58:46<39:38, 2.02it/s]
1075
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6902/11704 [58:47<39:37, 2.02it/s]
1076
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6903/11704 [58:47<39:36, 2.02it/s]
1077
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6904/11704 [58:48<39:35, 2.02it/s]
1078
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6905/11704 [58:48<39:36, 2.02it/s]
1079
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6906/11704 [58:49<39:34, 2.02it/s]
1080
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6907/11704 [58:49<39:33, 2.02it/s]
1081
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6908/11704 [58:50<39:32, 2.02it/s]
1082
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6909/11704 [58:50<39:34, 2.02it/s]
1083
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6910/11704 [58:51<39:32, 2.02it/s]
1084
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6911/11704 [58:51<39:33, 2.02it/s]
1085
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6912/11704 [58:52<39:30, 2.02it/s]
1086
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6913/11704 [58:52<39:32, 2.02it/s]
1087
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6914/11704 [58:53<39:30, 2.02it/s]
1088
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6915/11704 [58:53<39:31, 2.02it/s]
1089
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6916/11704 [58:54<39:28, 2.02it/s]
1090
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6917/11704 [58:54<39:29, 2.02it/s]
1091
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6918/11704 [58:55<39:27, 2.02it/s]
1092
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6919/11704 [58:55<39:27, 2.02it/s]
1093
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6920/11704 [58:56<39:26, 2.02it/s]
1094
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6921/11704 [58:56<39:26, 2.02it/s]
1095
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6922/11704 [58:57<39:25, 2.02it/s]
1096
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6923/11704 [58:57<39:25, 2.02it/s]
1097
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6924/11704 [58:58<39:23, 2.02it/s]
1098
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6925/11704 [58:58<39:26, 2.02it/s]{'loss': 3.4072, 'grad_norm': 0.23080752789974213, 'learning_rate': 0.0004275545643494362, 'epoch': 8.28}
 
1099
 
1100
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6925/11704 [58:58<39:26, 2.02it/s]
1101
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6926/11704 [58:59<39:28, 2.02it/s]
1102
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6927/11704 [58:59<39:25, 2.02it/s]
1103
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6928/11704 [59:00<39:24, 2.02it/s]
1104
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6929/11704 [59:00<39:24, 2.02it/s]
1105
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6930/11704 [59:01<39:22, 2.02it/s]
1106
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6931/11704 [59:01<39:22, 2.02it/s]
1107
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6932/11704 [59:01<39:19, 2.02it/s]
1108
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6933/11704 [59:02<39:19, 2.02it/s]
1109
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6934/11704 [59:02<39:19, 2.02it/s]
1110
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6935/11704 [59:03<39:19, 2.02it/s]
1111
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6936/11704 [59:03<39:19, 2.02it/s]
1112
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6937/11704 [59:04<39:19, 2.02it/s]
1113
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6938/11704 [59:04<39:17, 2.02it/s]
1114
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6939/11704 [59:05<39:17, 2.02it/s]
1115
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6940/11704 [59:05<39:14, 2.02it/s]
1116
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6941/11704 [59:06<39:16, 2.02it/s]
1117
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6942/11704 [59:06<39:13, 2.02it/s]
1118
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6943/11704 [59:07<39:14, 2.02it/s]
1119
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6944/11704 [59:07<39:11, 2.02it/s]
1120
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6945/11704 [59:08<39:11, 2.02it/s]
1121
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6946/11704 [59:08<39:09, 2.02it/s]
1122
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6947/11704 [59:09<39:12, 2.02it/s]
1123
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6948/11704 [59:09<39:12, 2.02it/s]
1124
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6949/11704 [59:10<39:12, 2.02it/s]
1125
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6950/11704 [59:10<39:11, 2.02it/s]{'loss': 3.405, 'grad_norm': 0.2382190078496933, 'learning_rate': 0.0004238676807704347, 'epoch': 8.31}
 
1126
 
1127
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6950/11704 [59:10<39:11, 2.02it/s]
1128
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6951/11704 [59:11<39:17, 2.02it/s]
1129
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6952/11704 [59:11<39:17, 2.02it/s]
1130
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6953/11704 [59:12<39:13, 2.02it/s]
1131
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6954/11704 [59:12<39:13, 2.02it/s]
1132
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6955/11704 [59:13<39:09, 2.02it/s]
1133
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6956/11704 [59:13<39:09, 2.02it/s]
1134
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6957/11704 [59:14<39:07, 2.02it/s]
1135
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6958/11704 [59:14<39:09, 2.02it/s]
1136
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6959/11704 [59:15<39:06, 2.02it/s]
1137
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6960/11704 [59:15<39:05, 2.02it/s]
1138
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6961/11704 [59:16<39:04, 2.02it/s]
1139
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6962/11704 [59:16<39:04, 2.02it/s]
1140
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6963/11704 [59:17<39:03, 2.02it/s]
1141
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6964/11704 [59:17<39:01, 2.02it/s]
1142
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6965/11704 [59:18<39:01, 2.02it/s]
1143
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6966/11704 [59:18<39:01, 2.02it/s]
1144
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6967/11704 [59:19<39:00, 2.02it/s]
1145
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6968/11704 [59:19<39:03, 2.02it/s]
1146
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6969/11704 [59:20<39:02, 2.02it/s]
1147
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6970/11704 [59:20<38:59, 2.02it/s]
1148
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6971/11704 [59:21<39:01, 2.02it/s]
1149
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6972/11704 [59:21<38:59, 2.02it/s]
1150
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6973/11704 [59:22<39:00, 2.02it/s]
1151
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6974/11704 [59:22<38:57, 2.02it/s]
1152
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6975/11704 [59:23<42:26, 1.86it/s]{'loss': 3.409, 'grad_norm': 0.22229425609111786, 'learning_rate': 0.0004201850301365941, 'epoch': 8.34}
 
1153
 
1154
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6975/11704 [59:23<42:26, 1.86it/s]
1155
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6976/11704 [59:23<41:27, 1.90it/s]
1156
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6977/11704 [59:24<40:40, 1.94it/s]
1157
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6978/11704 [59:24<40:10, 1.96it/s]
1158
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6979/11704 [59:25<39:48, 1.98it/s]
1159
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6980/11704 [59:25<39:31, 1.99it/s]
1160
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6981/11704 [59:26<39:17, 2.00it/s]
1161
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6982/11704 [59:26<39:10, 2.01it/s]
1162
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6983/11704 [59:27<39:06, 2.01it/s]
1163
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6984/11704 [59:27<39:00, 2.02it/s]
1164
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6985/11704 [59:28<38:58, 2.02it/s]
1165
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6986/11704 [59:28<38:52, 2.02it/s]
1166
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6987/11704 [59:29<38:53, 2.02it/s]
1167
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6988/11704 [59:29<38:49, 2.02it/s]
1168
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6989/11704 [59:30<38:49, 2.02it/s]
1169
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6990/11704 [59:30<38:48, 2.02it/s]
1170
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6991/11704 [59:31<38:49, 2.02it/s]
1171
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6992/11704 [59:31<38:48, 2.02it/s]
1172
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6993/11704 [59:32<38:48, 2.02it/s]
1173
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6994/11704 [59:32<38:48, 2.02it/s]
1174
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6995/11704 [59:33<38:47, 2.02it/s]
1175
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6996/11704 [59:33<38:46, 2.02it/s]
1176
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6997/11704 [59:34<38:43, 2.03it/s]
1177
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6998/11704 [59:34<38:43, 2.03it/s]
1178
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6999/11704 [59:35<38:42, 2.03it/s]
1179
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7000/11704 [59:35<38:44, 2.02it/s]
1180
 
 
1181
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7000/11704 [59:35<38:44, 2.02it/s]
1182
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7001/11704 [59:36<38:48, 2.02it/s]
1183
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7002/11704 [59:36<38:48, 2.02it/s]
1184
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7003/11704 [59:37<38:44, 2.02it/s]
1185
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7004/11704 [59:37<38:43, 2.02it/s]
1186
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7005/11704 [59:38<38:42, 2.02it/s]
1187
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7006/11704 [59:38<38:40, 2.02it/s]
1188
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7007/11704 [59:39<38:40, 2.02it/s]
1189
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7008/11704 [59:39<38:39, 2.02it/s]
1190
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7009/11704 [59:40<38:38, 2.02it/s]
1191
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7010/11704 [59:40<38:39, 2.02it/s]
1192
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7011/11704 [59:41<38:42, 2.02it/s]
1193
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7012/11704 [59:41<38:38, 2.02it/s]
1194
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7013/11704 [59:42<38:39, 2.02it/s]
1195
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7014/11704 [59:42<38:38, 2.02it/s]
1196
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7015/11704 [59:43<38:37, 2.02it/s]
1197
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7016/11704 [59:43<38:35, 2.02it/s]
1198
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7017/11704 [59:44<38:35, 2.02it/s]
1199
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7018/11704 [59:44<38:36, 2.02it/s]
1200
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7019/11704 [59:45<38:36, 2.02it/s]
1201
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7020/11704 [59:45<38:37, 2.02it/s]
1202
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7021/11704 [59:46<38:38, 2.02it/s]
1203
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7022/11704 [59:46<38:38, 2.02it/s]
1204
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7023/11704 [59:47<38:36, 2.02it/s]
1205
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7024/11704 [59:47<38:33, 2.02it/s]
1206
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7025/11704 [59:48<38:32, 2.02it/s]{'loss': 3.4131, 'grad_norm': 0.22735567390918732, 'learning_rate': 0.0004128332464768806, 'epoch': 8.4}
1207
 
 
1208
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7025/11704 [59:48<38:32, 2.02it/s]
1209
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7026/11704 [59:48<38:33, 2.02it/s]
1210
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7027/11704 [59:49<38:35, 2.02it/s]
1211
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7028/11704 [59:49<38:33, 2.02it/s]
1212
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7029/11704 [59:50<38:31, 2.02it/s]
1213
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7030/11704 [59:50<38:31, 2.02it/s]
1214
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7031/11704 [59:51<38:31, 2.02it/s]
1215
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7032/11704 [59:51<38:33, 2.02it/s]
1216
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7033/11704 [59:52<38:29, 2.02it/s]
1217
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7034/11704 [59:52<38:30, 2.02it/s]
1218
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7035/11704 [59:53<38:27, 2.02it/s]
1219
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7036/11704 [59:53<38:26, 2.02it/s]
1220
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7037/11704 [59:54<38:25, 2.02it/s]
1221
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7038/11704 [59:54<38:25, 2.02it/s]
1222
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7039/11704 [59:55<38:26, 2.02it/s]
1223
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7040/11704 [59:55<38:23, 2.02it/s]
1224
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7041/11704 [59:56<41:42, 1.86it/s]
1225
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7042/11704 [59:56<40:41, 1.91it/s]
1226
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7043/11704 [59:57<40:00, 1.94it/s]
1227
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7044/11704 [59:57<39:29, 1.97it/s]
1228
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7045/11704 [59:58<39:09, 1.98it/s]
1229
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7046/11704 [59:58<38:54, 1.99it/s]
1230
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7047/11704 [59:59<38:44, 2.00it/s]
1231
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7048/11704 [59:59<38:37, 2.01it/s]
1232
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7049/11704 [1:00:00<38:29, 2.02it/s]
1233
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7050/11704 [1:00:00<38:29, 2.02it/s]{'loss': 3.4196, 'grad_norm': 0.22713714838027954, 'learning_rate': 0.00040916452220904066, 'epoch': 8.43}
 
1234
 
1235
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7050/11704 [1:00:00<38:29, 2.02it/s]
1236
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7051/11704 [1:00:01<38:28, 2.02it/s]
1237
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7052/11704 [1:00:01<38:25, 2.02it/s]
1238
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7053/11704 [1:00:02<38:25, 2.02it/s]
1239
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7054/11704 [1:00:02<38:22, 2.02it/s]
1240
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7055/11704 [1:00:03<38:20, 2.02it/s]
1241
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7056/11704 [1:00:03<38:20, 2.02it/s]
1242
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7057/11704 [1:00:04<38:21, 2.02it/s]
1243
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7058/11704 [1:00:04<38:20, 2.02it/s]
1244
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7059/11704 [1:00:05<38:18, 2.02it/s]
1245
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7060/11704 [1:00:05<38:19, 2.02it/s]
1246
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7061/11704 [1:00:06<38:18, 2.02it/s]
1247
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7062/11704 [1:00:06<38:16, 2.02it/s]
1248
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7063/11704 [1:00:07<38:14, 2.02it/s]
1249
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7064/11704 [1:00:07<38:16, 2.02it/s]
1250
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7065/11704 [1:00:08<38:13, 2.02it/s]
1251
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7066/11704 [1:00:08<38:13, 2.02it/s]
1252
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7067/11704 [1:00:09<38:13, 2.02it/s]
1253
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7068/11704 [1:00:09<38:14, 2.02it/s]
1254
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7069/11704 [1:00:10<38:12, 2.02it/s]
1255
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7070/11704 [1:00:10<38:11, 2.02it/s]
1256
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7071/11704 [1:00:11<38:11, 2.02it/s]
1257
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7072/11704 [1:00:11<38:10, 2.02it/s]
1258
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7073/11704 [1:00:12<38:08, 2.02it/s]
1259
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7074/11704 [1:00:12<38:10, 2.02it/s]
1260
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7075/11704 [1:00:12<38:09, 2.02it/s]{'loss': 3.42, 'grad_norm': 0.2443581074476242, 'learning_rate': 0.0004055008483797011, 'epoch': 8.46}
 
1261
 
1262
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7075/11704 [1:00:13<38:09, 2.02it/s]
1263
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7076/11704 [1:00:13<38:09, 2.02it/s]
1264
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7077/11704 [1:00:13<38:06, 2.02it/s]
1265
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7078/11704 [1:00:14<38:07, 2.02it/s]
1266
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7079/11704 [1:00:14<38:05, 2.02it/s]
1267
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7080/11704 [1:00:15<38:06, 2.02it/s]
1268
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7081/11704 [1:00:15<38:04, 2.02it/s]
1269
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7082/11704 [1:00:16<38:07, 2.02it/s]
1270
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7083/11704 [1:00:16<38:05, 2.02it/s]
1271
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7084/11704 [1:00:17<38:05, 2.02it/s]
1272
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7085/11704 [1:00:17<38:02, 2.02it/s]
1273
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7086/11704 [1:00:18<38:05, 2.02it/s]
1274
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7087/11704 [1:00:18<38:03, 2.02it/s]
1275
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7088/11704 [1:00:19<38:02, 2.02it/s]
1276
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7089/11704 [1:00:19<38:00, 2.02it/s]
1277
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7090/11704 [1:00:20<38:01, 2.02it/s]
1278
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7091/11704 [1:00:20<37:59, 2.02it/s]
1279
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7092/11704 [1:00:21<38:00, 2.02it/s]
1280
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7093/11704 [1:00:21<37:56, 2.03it/s]
1281
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7094/11704 [1:00:22<37:59, 2.02it/s]
1282
  61%|οΏ½οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7095/11704 [1:00:22<37:58, 2.02it/s]
1283
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7096/11704 [1:00:23<38:00, 2.02it/s]
1284
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7097/11704 [1:00:23<37:56, 2.02it/s]
1285
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7098/11704 [1:00:24<37:58, 2.02it/s]
1286
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7099/11704 [1:00:24<37:55, 2.02it/s]
1287
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7100/11704 [1:00:25<37:57, 2.02it/s]{'loss': 3.4159, 'grad_norm': 0.22324584424495697, 'learning_rate': 0.00040184242868855944, 'epoch': 8.49}
 
1288
 
1289
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7100/11704 [1:00:25<37:57, 2.02it/s]
1290
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7101/11704 [1:00:25<37:58, 2.02it/s]
1291
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7102/11704 [1:00:26<37:59, 2.02it/s]
1292
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7103/11704 [1:00:26<37:55, 2.02it/s]
1293
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7104/11704 [1:00:27<37:56, 2.02it/s]
1294
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7105/11704 [1:00:27<37:54, 2.02it/s]
1295
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7106/11704 [1:00:28<37:55, 2.02it/s]
1296
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7107/11704 [1:00:28<37:52, 2.02it/s]
1297
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7108/11704 [1:00:29<37:53, 2.02it/s]
1298
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7109/11704 [1:00:29<37:52, 2.02it/s]
1299
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7110/11704 [1:00:30<37:53, 2.02it/s]
1300
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7111/11704 [1:00:30<37:48, 2.02it/s]
1301
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7112/11704 [1:00:31<37:51, 2.02it/s]
1302
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7113/11704 [1:00:31<37:49, 2.02it/s]
1303
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7114/11704 [1:00:32<37:50, 2.02it/s]
1304
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7115/11704 [1:00:32<37:47, 2.02it/s]
1305
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7116/11704 [1:00:33<37:48, 2.02it/s]
1306
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7117/11704 [1:00:33<37:49, 2.02it/s]
1307
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7118/11704 [1:00:34<37:48, 2.02it/s]
1308
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7119/11704 [1:00:34<37:47, 2.02it/s]
1309
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7120/11704 [1:00:35<37:47, 2.02it/s]
1310
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7121/11704 [1:00:35<37:46, 2.02it/s]
1311
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7122/11704 [1:00:36<37:47, 2.02it/s]
1312
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7123/11704 [1:00:36<37:45, 2.02it/s]
1313
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7124/11704 [1:00:37<37:43, 2.02it/s]
1314
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7125/11704 [1:00:37<37:43, 2.02it/s]{'loss': 3.4211, 'grad_norm': 0.23106643557548523, 'learning_rate': 0.00039818946654318404, 'epoch': 8.52}
 
1315
 
1316
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7125/11704 [1:00:37<37:43, 2.02it/s]
1317
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7126/11704 [1:00:38<37:45, 2.02it/s]
1318
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7127/11704 [1:00:38<37:43, 2.02it/s]
1319
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7128/11704 [1:00:39<37:48, 2.02it/s]
1320
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7129/11704 [1:00:39<37:45, 2.02it/s]
1321
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7130/11704 [1:00:40<37:43, 2.02it/s]
1322
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7131/11704 [1:00:40<37:42, 2.02it/s]
1323
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7132/11704 [1:00:41<37:42, 2.02it/s]
1324
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7133/11704 [1:00:41<37:40, 2.02it/s]
1325
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7134/11704 [1:00:42<37:40, 2.02it/s]
1326
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7135/11704 [1:00:42<37:41, 2.02it/s]
1327
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7136/11704 [1:00:43<37:39, 2.02it/s]
1328
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7137/11704 [1:00:43<37:39, 2.02it/s]
1329
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7138/11704 [1:00:44<37:40, 2.02it/s]
1330
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7139/11704 [1:00:44<37:38, 2.02it/s]
1331
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7140/11704 [1:00:45<37:37, 2.02it/s]
1332
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7141/11704 [1:00:45<37:36, 2.02it/s]
1333
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7142/11704 [1:00:46<37:35, 2.02it/s]
1334
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7143/11704 [1:00:46<37:35, 2.02it/s]
1335
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7144/11704 [1:00:47<37:34, 2.02it/s]
1336
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7145/11704 [1:00:47<37:32, 2.02it/s]
1337
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7146/11704 [1:00:48<37:33, 2.02it/s]
1338
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7147/11704 [1:00:48<37:33, 2.02it/s]
1339
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7148/11704 [1:00:49<37:32, 2.02it/s]
1340
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7149/11704 [1:00:49<37:34, 2.02it/s]
1341
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7150/11704 [1:00:50<37:33, 2.02it/s]{'loss': 3.4232, 'grad_norm': 0.22898118197917938, 'learning_rate': 0.00039454216504770484, 'epoch': 8.55}
 
1342
 
1343
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7150/11704 [1:00:50<37:33, 2.02it/s]
1344
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7151/11704 [1:00:50<37:33, 2.02it/s]
1345
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7152/11704 [1:00:51<37:32, 2.02it/s]
1346
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7153/11704 [1:00:51<37:31, 2.02it/s]
1347
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7154/11704 [1:00:52<37:28, 2.02it/s]
1348
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7155/11704 [1:00:52<37:30, 2.02it/s]
1349
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7156/11704 [1:00:53<37:29, 2.02it/s]
1350
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7157/11704 [1:00:53<37:31, 2.02it/s]
1351
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7158/11704 [1:00:54<37:28, 2.02it/s]
1352
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7159/11704 [1:00:54<37:28, 2.02it/s]
1353
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7160/11704 [1:00:55<37:28, 2.02it/s]
1354
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7161/11704 [1:00:55<37:28, 2.02it/s]
1355
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7162/11704 [1:00:56<37:27, 2.02it/s]
1356
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7163/11704 [1:00:56<37:27, 2.02it/s]
1357
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7164/11704 [1:00:57<37:26, 2.02it/s]
1358
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7165/11704 [1:00:57<37:27, 2.02it/s]
1359
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7166/11704 [1:00:58<37:25, 2.02it/s]
1360
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7167/11704 [1:00:58<37:24, 2.02it/s]
1361
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7168/11704 [1:00:58<37:24, 2.02it/s]
1362
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7169/11704 [1:00:59<37:21, 2.02it/s]
1363
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7170/11704 [1:00:59<37:22, 2.02it/s]
1364
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7171/11704 [1:01:00<37:19, 2.02it/s]
1365
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7172/11704 [1:01:00<37:21, 2.02it/s]
1366
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7173/11704 [1:01:01<37:19, 2.02it/s]
1367
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7174/11704 [1:01:01<37:19, 2.02it/s]
1368
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7175/11704 [1:01:02<37:18, 2.02it/s]{'loss': 3.4352, 'grad_norm': 0.23332154750823975, 'learning_rate': 0.0003909007269915198, 'epoch': 8.58}
 
1369
 
1370
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7175/11704 [1:01:02<37:18, 2.02it/s]
1371
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7176/11704 [1:01:02<37:19, 2.02it/s]
1372
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7177/11704 [1:01:03<37:18, 2.02it/s]
1373
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7178/11704 [1:01:03<37:17, 2.02it/s]
1374
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7179/11704 [1:01:04<37:19, 2.02it/s]
1375
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7180/11704 [1:01:04<37:15, 2.02it/s]
1376
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7181/11704 [1:01:05<37:18, 2.02it/s]
1377
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7182/11704 [1:01:05<37:16, 2.02it/s]
1378
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7183/11704 [1:01:06<37:16, 2.02it/s]
1379
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7184/11704 [1:01:06<37:14, 2.02it/s]
1380
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7185/11704 [1:01:07<37:14, 2.02it/s]
1381
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7186/11704 [1:01:07<37:12, 2.02it/s]
1382
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7187/11704 [1:01:08<37:12, 2.02it/s]
1383
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7188/11704 [1:01:08<37:10, 2.03it/s]
1384
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7189/11704 [1:01:09<37:11, 2.02it/s]
1385
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7190/11704 [1:01:09<37:10, 2.02it/s]
1386
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7191/11704 [1:01:10<37:10, 2.02it/s]
1387
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7192/11704 [1:01:10<37:11, 2.02it/s]
1388
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7193/11704 [1:01:11<37:13, 2.02it/s]
1389
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7194/11704 [1:01:11<37:10, 2.02it/s]
1390
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7195/11704 [1:01:12<37:09, 2.02it/s]
1391
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7196/11704 [1:01:12<37:08, 2.02it/s]
1392
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7197/11704 [1:01:13<37:07, 2.02it/s]
1393
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7198/11704 [1:01:13<37:07, 2.02it/s]
1394
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7199/11704 [1:01:14<37:07, 2.02it/s]
1395
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7200/11704 [1:01:14<37:07, 2.02it/s]{'loss': 3.4373, 'grad_norm': 0.22517715394496918, 'learning_rate': 0.00038726535483802124, 'epoch': 8.61}
 
1396
 
1397
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7200/11704 [1:01:14<37:07, 2.02it/s]
1398
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7201/11704 [1:01:15<37:11, 2.02it/s]
1399
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7202/11704 [1:01:15<37:09, 2.02it/s]
1400
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7203/11704 [1:01:16<37:08, 2.02it/s]
1401
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7204/11704 [1:01:16<37:06, 2.02it/s]
1402
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7205/11704 [1:01:17<37:04, 2.02it/s]
1403
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7206/11704 [1:01:17<37:03, 2.02it/s]
1404
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7207/11704 [1:01:18<37:02, 2.02it/s]
1405
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7208/11704 [1:01:18<37:03, 2.02it/s]
1406
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7209/11704 [1:01:19<37:00, 2.02it/s]
1407
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7210/11704 [1:01:19<37:00, 2.02it/s]
1408
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7211/11704 [1:01:20<36:59, 2.02it/s]
1409
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7212/11704 [1:01:20<37:00, 2.02it/s]
1410
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7213/11704 [1:01:21<37:01, 2.02it/s]
1411
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7214/11704 [1:01:21<37:01, 2.02it/s]
1412
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7215/11704 [1:01:22<36:58, 2.02it/s]
1413
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7216/11704 [1:01:22<36:59, 2.02it/s]
1414
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7217/11704 [1:01:23<36:57, 2.02it/s]
1415
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7218/11704 [1:01:23<36:58, 2.02it/s]
1416
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7219/11704 [1:01:24<36:56, 2.02it/s]
1417
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7220/11704 [1:01:24<36:57, 2.02it/s]
1418
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7221/11704 [1:01:25<36:55, 2.02it/s]
1419
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7222/11704 [1:01:25<36:55, 2.02it/s]
1420
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7223/11704 [1:01:26<36:54, 2.02it/s]
1421
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7224/11704 [1:01:26<36:56, 2.02it/s]
1422
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7225/11704 [1:01:27<36:55, 2.02it/s]{'loss': 3.4331, 'grad_norm': 0.22490887343883514, 'learning_rate': 0.0003836362507133381, 'epoch': 8.64}
 
1423
 
1424
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7225/11704 [1:01:27<36:55, 2.02it/s]
1425
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7226/11704 [1:01:27<36:57, 2.02it/s]
1426
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7227/11704 [1:01:28<36:56, 2.02it/s]
1427
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7228/11704 [1:01:28<36:54, 2.02it/s]
1428
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7229/11704 [1:01:29<36:53, 2.02it/s]
1429
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7230/11704 [1:01:29<36:52, 2.02it/s]
1430
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7231/11704 [1:01:30<36:49, 2.02it/s]
1431
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7232/11704 [1:01:30<36:51, 2.02it/s]
1432
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7233/11704 [1:01:31<36:47, 2.02it/s]
1433
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7234/11704 [1:01:31<36:52, 2.02it/s]
1434
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7235/11704 [1:01:32<36:48, 2.02it/s]
1435
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7236/11704 [1:01:32<36:50, 2.02it/s]
1436
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7237/11704 [1:01:33<36:48, 2.02it/s]
1437
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7238/11704 [1:01:33<36:48, 2.02it/s]
1438
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7239/11704 [1:01:34<36:46, 2.02it/s]
1439
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7240/11704 [1:01:34<36:49, 2.02it/s]
1440
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7241/11704 [1:01:35<36:46, 2.02it/s]
1441
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7242/11704 [1:01:35<36:47, 2.02it/s]
1442
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7243/11704 [1:01:36<36:43, 2.02it/s]
1443
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7244/11704 [1:01:36<36:45, 2.02it/s]
1444
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7245/11704 [1:01:37<36:45, 2.02it/s]
1445
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7246/11704 [1:01:37<36:44, 2.02it/s]
1446
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7247/11704 [1:01:38<36:41, 2.02it/s]
1447
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7248/11704 [1:01:38<36:43, 2.02it/s]
1448
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7249/11704 [1:01:39<36:42, 2.02it/s]
1449
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7250/11704 [1:01:39<36:45, 2.02it/s]{'loss': 3.4319, 'grad_norm': 0.22441811859607697, 'learning_rate': 0.0003800136163950977, 'epoch': 8.67}
 
1450
 
1451
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7250/11704 [1:01:39<36:45, 2.02it/s]
1452
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7251/11704 [1:01:40<36:46, 2.02it/s]
1453
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7252/11704 [1:01:40<36:46, 2.02it/s]
1454
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7253/11704 [1:01:41<36:42, 2.02it/s]
1455
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7254/11704 [1:01:41<36:42, 2.02it/s]
1456
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7255/11704 [1:01:42<36:40, 2.02it/s]
1457
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7256/11704 [1:01:42<36:42, 2.02it/s]
1458
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7257/11704 [1:01:43<36:38, 2.02it/s]
1459
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7258/11704 [1:01:43<36:39, 2.02it/s]
1460
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7259/11704 [1:01:43<36:38, 2.02it/s]
1461
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7260/11704 [1:01:44<36:38, 2.02it/s]
1462
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7261/11704 [1:01:44<36:37, 2.02it/s]
1463
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7262/11704 [1:01:45<36:38, 2.02it/s]
1464
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7263/11704 [1:01:45<36:35, 2.02it/s]
1465
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7264/11704 [1:01:46<36:37, 2.02it/s]
1466
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7265/11704 [1:01:46<36:35, 2.02it/s]
1467
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7266/11704 [1:01:47<36:40, 2.02it/s]
1468
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7267/11704 [1:01:47<36:37, 2.02it/s]
1469
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7268/11704 [1:01:48<36:39, 2.02it/s]
1470
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7269/11704 [1:01:48<36:37, 2.02it/s]
1471
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7270/11704 [1:01:49<36:36, 2.02it/s]
1472
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7271/11704 [1:01:49<36:35, 2.02it/s]
1473
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7272/11704 [1:01:50<36:33, 2.02it/s]
1474
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7273/11704 [1:01:50<36:31, 2.02it/s]
1475
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7274/11704 [1:01:51<36:30, 2.02it/s]
1476
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7275/11704 [1:01:51<36:29, 2.02it/s]{'loss': 3.431, 'grad_norm': 0.23661942780017853, 'learning_rate': 0.0003763976533012071, 'epoch': 8.7}
 
1477
 
1478
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7275/11704 [1:01:51<36:29, 2.02it/s]
1479
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7276/11704 [1:01:52<36:31, 2.02it/s]
1480
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7277/11704 [1:01:52<36:33, 2.02it/s]
1481
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7278/11704 [1:01:53<36:30, 2.02it/s]
1482
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7279/11704 [1:01:53<36:29, 2.02it/s]
1483
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7280/11704 [1:01:54<36:27, 2.02it/s]
1484
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7281/11704 [1:01:54<36:25, 2.02it/s]
1485
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7282/11704 [1:01:55<36:24, 2.02it/s]
1486
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7283/11704 [1:01:55<36:22, 2.03it/s]
1487
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7284/11704 [1:01:56<36:22, 2.03it/s]
1488
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7285/11704 [1:01:56<36:21, 2.03it/s]
1489
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7286/11704 [1:01:57<36:24, 2.02it/s]
1490
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7287/11704 [1:01:57<36:22, 2.02it/s]
1491
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7288/11704 [1:01:58<36:25, 2.02it/s]
1492
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7289/11704 [1:01:58<36:22, 2.02it/s]
1493
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7290/11704 [1:01:59<36:22, 2.02it/s]
1494
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7291/11704 [1:01:59<36:20, 2.02it/s]
1495
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7292/11704 [1:02:00<36:21, 2.02it/s]
1496
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7293/11704 [1:02:00<36:17, 2.03it/s]
1497
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7294/11704 [1:02:01<36:18, 2.02it/s]
1498
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7295/11704 [1:02:01<36:17, 2.02it/s]
1499
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7296/11704 [1:02:02<36:18, 2.02it/s]
1500
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7297/11704 [1:02:02<36:18, 2.02it/s]
1501
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7298/11704 [1:02:03<36:17, 2.02it/s]
1502
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7299/11704 [1:02:03<36:19, 2.02it/s]
1503
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7300/11704 [1:02:04<36:18, 2.02it/s]{'loss': 3.4237, 'grad_norm': 0.23303642868995667, 'learning_rate': 0.00037278856247865446, 'epoch': 8.73}
 
1504
 
1505
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7300/11704 [1:02:04<36:18, 2.02it/s]
1506
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7301/11704 [1:02:04<36:21, 2.02it/s]
1507
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7302/11704 [1:02:05<36:18, 2.02it/s]
1508
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7303/11704 [1:02:05<36:18, 2.02it/s]
1509
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7304/11704 [1:02:06<36:17, 2.02it/s]
1510
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7305/11704 [1:02:06<36:18, 2.02it/s]
1511
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7306/11704 [1:02:07<36:17, 2.02it/s]
1512
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7307/11704 [1:02:07<36:16, 2.02it/s]
1513
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7308/11704 [1:02:08<36:14, 2.02it/s]
1514
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7309/11704 [1:02:08<36:15, 2.02it/s]
1515
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7310/11704 [1:02:09<36:17, 2.02it/s]
1516
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7311/11704 [1:02:09<36:14, 2.02it/s]
1517
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7312/11704 [1:02:10<36:14, 2.02it/s]
1518
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7313/11704 [1:02:10<36:11, 2.02it/s]
1519
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7314/11704 [1:02:11<36:12, 2.02it/s]
1520
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7315/11704 [1:02:11<36:10, 2.02it/s]
1521
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7316/11704 [1:02:12<36:11, 2.02it/s]
1522
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7317/11704 [1:02:12<36:10, 2.02it/s]
1523
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7318/11704 [1:02:13<36:09, 2.02it/s]
1524
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7319/11704 [1:02:13<36:08, 2.02it/s]
1525
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7320/11704 [1:02:14<36:11, 2.02it/s]
1526
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7321/11704 [1:02:14<36:08, 2.02it/s]
1527
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7322/11704 [1:02:15<36:08, 2.02it/s]
1528
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7323/11704 [1:02:15<36:06, 2.02it/s]
1529
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7324/11704 [1:02:16<36:05, 2.02it/s]
1530
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7325/11704 [1:02:16<36:03, 2.02it/s]{'loss': 3.4348, 'grad_norm': 0.22636759281158447, 'learning_rate': 0.000369186544592331, 'epoch': 8.76}
 
1531
 
1532
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7325/11704 [1:02:16<36:03, 2.02it/s]
1533
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7326/11704 [1:02:17<36:07, 2.02it/s]
1534
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7327/11704 [1:02:17<36:05, 2.02it/s]
1535
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7328/11704 [1:02:18<36:04, 2.02it/s]
1536
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7329/11704 [1:02:18<36:02, 2.02it/s]
1537
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7330/11704 [1:02:19<36:05, 2.02it/s]
1538
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7331/11704 [1:02:19<36:02, 2.02it/s]
1539
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7332/11704 [1:02:20<36:02, 2.02it/s]
1540
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7333/11704 [1:02:20<36:01, 2.02it/s]
1541
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7334/11704 [1:02:21<36:00, 2.02it/s]
1542
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7335/11704 [1:02:21<35:59, 2.02it/s]
1543
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7336/11704 [1:02:22<35:59, 2.02it/s]
1544
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7337/11704 [1:02:22<35:58, 2.02it/s]
1545
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7338/11704 [1:02:23<35:58, 2.02it/s]
1546
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7339/11704 [1:02:23<35:58, 2.02it/s]
1547
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7340/11704 [1:02:24<35:58, 2.02it/s]
1548
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7341/11704 [1:02:24<35:58, 2.02it/s]
1549
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7342/11704 [1:02:25<35:57, 2.02it/s]
1550
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7343/11704 [1:02:25<35:57, 2.02it/s]
1551
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7344/11704 [1:02:26<35:55, 2.02it/s]
1552
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7345/11704 [1:02:26<35:54, 2.02it/s]
1553
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7346/11704 [1:02:27<35:54, 2.02it/s]
1554
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7347/11704 [1:02:27<35:53, 2.02it/s]
1555
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7348/11704 [1:02:28<35:53, 2.02it/s]
1556
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7349/11704 [1:02:28<35:52, 2.02it/s]
1557
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7350/11704 [1:02:29<35:52, 2.02it/s]{'loss': 3.4373, 'grad_norm': 0.22749438881874084, 'learning_rate': 0.00036559179991387295, 'epoch': 8.79}
 
1558
 
1559
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7350/11704 [1:02:29<35:52, 2.02it/s]
1560
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7351/11704 [1:02:29<35:52, 2.02it/s]
1561
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7352/11704 [1:02:29<35:53, 2.02it/s]
1562
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7353/11704 [1:02:30<35:52, 2.02it/s]
1563
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7354/11704 [1:02:30<35:50, 2.02it/s]
1564
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7355/11704 [1:02:31<35:50, 2.02it/s]
1565
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7356/11704 [1:02:31<35:48, 2.02it/s]
1566
  63%|οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7357/11704 [1:02:32<35:50, 2.02it/s]
1567
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7358/11704 [1:02:32<35:49, 2.02it/s]
1568
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7359/11704 [1:02:33<35:48, 2.02it/s]
1569
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7360/11704 [1:02:33<35:46, 2.02it/s]
1570
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7361/11704 [1:02:34<35:45, 2.02it/s]
1571
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7362/11704 [1:02:34<35:46, 2.02it/s]
1572
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7363/11704 [1:02:35<35:47, 2.02it/s]
1573
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7364/11704 [1:02:35<35:47, 2.02it/s]
1574
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7365/11704 [1:02:36<35:46, 2.02it/s]
1575
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7366/11704 [1:02:36<35:45, 2.02it/s]
1576
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7367/11704 [1:02:37<35:44, 2.02it/s]
1577
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7368/11704 [1:02:37<35:42, 2.02it/s]
1578
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7369/11704 [1:02:38<35:43, 2.02it/s]
1579
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7370/11704 [1:02:38<35:42, 2.02it/s]
1580
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7371/11704 [1:02:39<35:44, 2.02it/s]
1581
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7372/11704 [1:02:39<35:42, 2.02it/s]
1582
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7373/11704 [1:02:40<35:43, 2.02it/s]
1583
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7374/11704 [1:02:40<35:43, 2.02it/s]
1584
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7375/11704 [1:02:41<35:41, 2.02it/s]{'loss': 3.4323, 'grad_norm': 0.22370922565460205, 'learning_rate': 0.0003620045283105281, 'epoch': 8.82}
1585
 
 
1586
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7375/11704 [1:02:41<35:41, 2.02it/s]
1587
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7376/11704 [1:02:41<35:42, 2.02it/s]
1588
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7377/11704 [1:02:42<35:41, 2.02it/s]
1589
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7378/11704 [1:02:42<35:40, 2.02it/s]
1590
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7379/11704 [1:02:43<35:39, 2.02it/s]
1591
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7380/11704 [1:02:43<35:39, 2.02it/s]
1592
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7381/11704 [1:02:44<35:39, 2.02it/s]
1593
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7382/11704 [1:02:44<35:38, 2.02it/s]
1594
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7383/11704 [1:02:45<35:38, 2.02it/s]
1595
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7384/11704 [1:02:45<35:37, 2.02it/s]
1596
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7385/11704 [1:02:46<35:36, 2.02it/s]
1597
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7386/11704 [1:02:46<35:35, 2.02it/s]
1598
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7387/11704 [1:02:47<35:33, 2.02it/s]
1599
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7388/11704 [1:02:47<35:32, 2.02it/s]
1600
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7389/11704 [1:02:48<35:32, 2.02it/s]
1601
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7390/11704 [1:02:48<35:32, 2.02it/s]
1602
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7391/11704 [1:02:49<35:30, 2.02it/s]
1603
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7392/11704 [1:02:49<35:31, 2.02it/s]
1604
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7393/11704 [1:02:50<35:29, 2.02it/s]
1605
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7394/11704 [1:02:50<35:30, 2.02it/s]
1606
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7395/11704 [1:02:51<35:28, 2.02it/s]
1607
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7396/11704 [1:02:51<35:29, 2.02it/s]
1608
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7397/11704 [1:02:52<35:28, 2.02it/s]
1609
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7398/11704 [1:02:52<35:29, 2.02it/s]
1610
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7399/11704 [1:02:53<35:26, 2.02it/s]
1611
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7400/11704 [1:02:53<35:26, 2.02it/s]{'loss': 3.4399, 'grad_norm': 0.22380071878433228, 'learning_rate': 0.0003584249292340423, 'epoch': 8.85}
 
1612
 
1613
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7400/11704 [1:02:53<35:26, 2.02it/s]
1614
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7401/11704 [1:02:54<35:27, 2.02it/s]
1615
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7402/11704 [1:02:54<35:28, 2.02it/s]
1616
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7403/11704 [1:02:55<35:25, 2.02it/s]
1617
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7404/11704 [1:02:55<35:25, 2.02it/s]
1618
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7405/11704 [1:02:56<35:23, 2.02it/s]
1619
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7406/11704 [1:02:56<35:24, 2.02it/s]
1620
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7407/11704 [1:02:57<35:23, 2.02it/s]
1621
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7408/11704 [1:02:57<35:24, 2.02it/s]
1622
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7409/11704 [1:02:58<35:23, 2.02it/s]
1623
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7410/11704 [1:02:58<35:22, 2.02it/s]
1624
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7411/11704 [1:02:59<35:22, 2.02it/s]
1625
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7412/11704 [1:02:59<35:22, 2.02it/s]
1626
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7413/11704 [1:03:00<35:21, 2.02it/s]
1627
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7414/11704 [1:03:00<35:23, 2.02it/s]
1628
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7415/11704 [1:03:01<35:21, 2.02it/s]
1629
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7416/11704 [1:03:01<35:24, 2.02it/s]
1630
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7417/11704 [1:03:02<35:22, 2.02it/s]
1631
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7418/11704 [1:03:02<35:22, 2.02it/s]
1632
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7419/11704 [1:03:03<35:20, 2.02it/s]
1633
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7420/11704 [1:03:03<35:19, 2.02it/s]
1634
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7421/11704 [1:03:04<35:17, 2.02it/s]
1635
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7422/11704 [1:03:04<35:17, 2.02it/s]
1636
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7423/11704 [1:03:05<35:15, 2.02it/s]
1637
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7424/11704 [1:03:05<35:17, 2.02it/s]
1638
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7425/11704 [1:03:06<35:15, 2.02it/s]{'loss': 3.4316, 'grad_norm': 0.2450966238975525, 'learning_rate': 0.0003548532017095696, 'epoch': 8.88}
 
1639
 
1640
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7425/11704 [1:03:06<35:15, 2.02it/s]
1641
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7426/11704 [1:03:06<35:18, 2.02it/s]
1642
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7427/11704 [1:03:07<35:15, 2.02it/s]
1643
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7428/11704 [1:03:07<35:15, 2.02it/s]
1644
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7429/11704 [1:03:08<35:12, 2.02it/s]
1645
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7430/11704 [1:03:08<35:12, 2.02it/s]
1646
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7431/11704 [1:03:09<35:12, 2.02it/s]
1647
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7432/11704 [1:03:09<35:15, 2.02it/s]
1648
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7433/11704 [1:03:10<35:12, 2.02it/s]
1649
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7434/11704 [1:03:10<35:10, 2.02it/s]
1650
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7435/11704 [1:03:11<35:10, 2.02it/s]
1651
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7436/11704 [1:03:11<35:10, 2.02it/s]
1652
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7437/11704 [1:03:12<35:12, 2.02it/s]
1653
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7438/11704 [1:03:12<35:10, 2.02it/s]
1654
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7439/11704 [1:03:13<35:11, 2.02it/s]
1655
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7440/11704 [1:03:13<35:10, 2.02it/s]
1656
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7441/11704 [1:03:14<35:10, 2.02it/s]
1657
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7442/11704 [1:03:14<35:10, 2.02it/s]
1658
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7443/11704 [1:03:15<35:09, 2.02it/s]
1659
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7444/11704 [1:03:15<35:08, 2.02it/s]
1660
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7445/11704 [1:03:15<35:08, 2.02it/s]
1661
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7446/11704 [1:03:16<35:06, 2.02it/s]
1662
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7447/11704 [1:03:16<35:04, 2.02it/s]
1663
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7448/11704 [1:03:17<35:06, 2.02it/s]
1664
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7449/11704 [1:03:17<35:05, 2.02it/s]
1665
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7450/11704 [1:03:18<35:05, 2.02it/s]{'loss': 3.4375, 'grad_norm': 0.22761301696300507, 'learning_rate': 0.0003512895443246075, 'epoch': 8.91}
 
1666
 
1667
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7450/11704 [1:03:18<35:05, 2.02it/s]
1668
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7451/11704 [1:03:18<35:05, 2.02it/s]
1669
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7452/11704 [1:03:19<35:05, 2.02it/s]
1670
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7453/11704 [1:03:19<35:01, 2.02it/s]
1671
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7454/11704 [1:03:20<35:01, 2.02it/s]
1672
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7455/11704 [1:03:20<34:59, 2.02it/s]
1673
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7456/11704 [1:03:21<35:00, 2.02it/s]
1674
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7457/11704 [1:03:21<34:58, 2.02it/s]
1675
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7458/11704 [1:03:22<34:58, 2.02it/s]
1676
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7459/11704 [1:03:22<34:57, 2.02it/s]
1677
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7460/11704 [1:03:23<35:00, 2.02it/s]
1678
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7461/11704 [1:03:23<34:57, 2.02it/s]
1679
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7462/11704 [1:03:24<34:58, 2.02it/s]
1680
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7463/11704 [1:03:24<34:56, 2.02it/s]
1681
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7464/11704 [1:03:25<34:54, 2.02it/s]
1682
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7465/11704 [1:03:25<34:54, 2.02it/s]
1683
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7466/11704 [1:03:26<34:53, 2.02it/s]
1684
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7467/11704 [1:03:26<34:54, 2.02it/s]
1685
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7468/11704 [1:03:27<34:55, 2.02it/s]
1686
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7469/11704 [1:03:27<34:55, 2.02it/s]
1687
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7470/11704 [1:03:28<34:58, 2.02it/s]
1688
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7471/11704 [1:03:28<34:54, 2.02it/s]
1689
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7472/11704 [1:03:29<34:55, 2.02it/s]
1690
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7473/11704 [1:03:29<34:50, 2.02it/s]
1691
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7474/11704 [1:03:30<34:50, 2.02it/s]
1692
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7475/11704 [1:03:30<34:50, 2.02it/s]{'loss': 3.4432, 'grad_norm': 0.22205999493598938, 'learning_rate': 0.000347734155217955, 'epoch': 8.94}
 
1693
 
1694
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7475/11704 [1:03:30<34:50, 2.02it/s]
1695
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7476/11704 [1:03:31<34:52, 2.02it/s]
1696
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7477/11704 [1:03:31<34:50, 2.02it/s]
1697
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7478/11704 [1:03:32<34:50, 2.02it/s]
1698
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7479/11704 [1:03:32<34:48, 2.02it/s]
1699
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7480/11704 [1:03:33<34:50, 2.02it/s]
1700
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7481/11704 [1:03:33<34:48, 2.02it/s]
1701
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7482/11704 [1:03:34<34:46, 2.02it/s]
1702
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7483/11704 [1:03:34<34:44, 2.03it/s]
1703
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7484/11704 [1:03:35<34:42, 2.03it/s]
1704
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7485/11704 [1:03:35<34:43, 2.02it/s]
1705
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7486/11704 [1:03:36<34:42, 2.03it/s]
1706
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7487/11704 [1:03:36<34:43, 2.02it/s]
1707
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7488/11704 [1:03:37<34:41, 2.03it/s]
1708
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7489/11704 [1:03:37<34:41, 2.02it/s]
1709
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7490/11704 [1:03:38<34:41, 2.02it/s]
1710
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7491/11704 [1:03:38<34:41, 2.02it/s]
1711
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7492/11704 [1:03:39<34:45, 2.02it/s]
1712
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7493/11704 [1:03:39<34:42, 2.02it/s]
1713
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7494/11704 [1:03:40<34:42, 2.02it/s]
1714
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7495/11704 [1:03:40<34:41, 2.02it/s]
1715
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7496/11704 [1:03:41<34:38, 2.02it/s]
1716
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7497/11704 [1:03:41<34:38, 2.02it/s]
1717
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7498/11704 [1:03:42<34:37, 2.02it/s]
1718
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7499/11704 [1:03:42<34:37, 2.02it/s]
1719
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7500/11704 [1:03:43<34:36, 2.02it/s]{'loss': 3.4408, 'grad_norm': 0.2216581404209137, 'learning_rate': 0.0003441872320686955, 'epoch': 8.97}
 
1720
 
1721
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7500/11704 [1:03:43<34:36, 2.02it/s]
1722
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7501/11704 [1:03:43<34:40, 2.02it/s]
1723
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7502/11704 [1:03:44<34:37, 2.02it/s]
1724
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7503/11704 [1:03:44<34:39, 2.02it/s]
1725
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7504/11704 [1:03:45<34:36, 2.02it/s]
1726
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7505/11704 [1:03:45<34:37, 2.02it/s]
1727
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7506/11704 [1:03:46<34:35, 2.02it/s]
1728
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7507/11704 [1:03:46<34:35, 2.02it/s]
1729
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7508/11704 [1:03:47<34:32, 2.02it/s]
1730
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7509/11704 [1:03:47<34:32, 2.02it/s]
1731
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7510/11704 [1:03:48<34:30, 2.03it/s]
1732
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7511/11704 [1:03:48<34:32, 2.02it/s]
1733
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7512/11704 [1:03:49<34:33, 2.02it/s]
1734
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7513/11704 [1:03:49<34:34, 2.02it/s]
1735
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7514/11704 [1:03:50<34:32, 2.02it/s]
1736
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7515/11704 [1:03:50<34:33, 2.02it/s]
1737
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7516/11704 [1:03:51<34:31, 2.02it/s]
1738
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7517/11704 [1:03:51<34:30, 2.02it/s]
1739
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7518/11704 [1:03:52<34:28, 2.02it/s]
1740
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7519/11704 [1:03:52<34:25, 2.03it/s]
1741
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7520/11704 [1:03:53<34:25, 2.03it/s]
1742
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7521/11704 [1:03:53<34:24, 2.03it/s]
1743
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7522/11704 [1:03:54<34:26, 2.02it/s]
1744
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7523/11704 [1:03:54<34:25, 2.02it/s]
1745
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7524/11704 [1:03:55<34:27, 2.02it/s]
1746
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7525/11704 [1:03:55<34:26, 2.02it/s]{'loss': 3.4361, 'grad_norm': 0.22303152084350586, 'learning_rate': 0.0003406489720852072, 'epoch': 9.0}
 
1747
 
1748
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7525/11704 [1:03:55<34:26, 2.02it/s]
1749
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7526/11704 [1:03:56<34:29, 2.02it/s]
1750
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7527/11704 [1:03:56<34:25, 2.02it/s]
1751
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7528/11704 [1:03:57<35:19, 1.97it/s]
1752
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7529/11704 [1:04:09<4:46:55, 4.12s/it]
1753
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7530/11704 [1:04:10<3:31:10, 3.04s/it]
1754
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7531/11704 [1:04:10<2:38:07, 2.27s/it]
1755
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7532/11704 [1:04:11<2:01:09, 1.74s/it]
1756
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7533/11704 [1:04:11<1:35:16, 1.37s/it]
1757
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7534/11704 [1:04:12<1:17:02, 1.11s/it]
1758
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7535/11704 [1:04:12<1:04:13, 1.08it/s]
1759
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7536/11704 [1:04:13<55:18, 1.26it/s]
1760
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7537/11704 [1:04:13<49:01, 1.42it/s]
1761
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7538/11704 [1:04:14<44:41, 1.55it/s]
1762
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7539/11704 [1:04:14<41:38, 1.67it/s]
1763
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7540/11704 [1:04:15<39:25, 1.76it/s]
1764
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7541/11704 [1:04:15<37:53, 1.83it/s]
1765
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7542/11704 [1:04:16<36:50, 1.88it/s]
1766
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7543/11704 [1:04:16<36:04, 1.92it/s]
1767
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7544/11704 [1:04:17<35:30, 1.95it/s]
1768
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7545/11704 [1:04:17<35:06, 1.97it/s]
1769
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7546/11704 [1:04:18<34:49, 1.99it/s]
1770
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7547/11704 [1:04:18<34:38, 2.00it/s]
1771
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7548/11704 [1:04:19<34:29, 2.01it/s]
1772
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7549/11704 [1:04:19<34:22, 2.01it/s]
1773
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7550/11704 [1:04:20<34:21, 2.02it/s]
1774
  {'loss': 3.3287, 'grad_norm': 0.23561598360538483, 'learning_rate': 0.0003371195719941973, 'epoch': 9.03}
 
1775
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7550/11704 [1:04:20<34:21, 2.02it/s]
1776
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7551/11704 [1:04:20<34:20, 2.02it/s]
1777
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7552/11704 [1:04:21<34:15, 2.02it/s]
1778
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7553/11704 [1:04:21<34:14, 2.02it/s]
1779
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7554/11704 [1:04:22<34:13, 2.02it/s]
1780
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7555/11704 [1:04:22<34:14, 2.02it/s]
1781
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7556/11704 [1:04:23<34:12, 2.02it/s]
1782
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7557/11704 [1:04:23<34:09, 2.02it/s]
 
756
 
757
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6625/11704 [56:18<41:55, 2.02it/s]
758
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6626/11704 [56:18<41:53, 2.02it/s]
759
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6627/11704 [56:19<41:54, 2.02it/s]
760
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6628/11704 [56:19<41:51, 2.02it/s]
761
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6629/11704 [56:20<41:52, 2.02it/s]
762
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6630/11704 [56:20<41:50, 2.02it/s]
763
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6631/11704 [56:21<41:50, 2.02it/s]
764
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6632/11704 [56:21<41:47, 2.02it/s]
765
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6633/11704 [56:22<41:49, 2.02it/s]
766
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6634/11704 [56:22<41:48, 2.02it/s]
767
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6635/11704 [56:23<41:49, 2.02it/s]
768
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6636/11704 [56:23<41:47, 2.02it/s]
769
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6637/11704 [56:24<41:48, 2.02it/s]
770
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6638/11704 [56:24<41:45, 2.02it/s]
771
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6639/11704 [56:25<41:45, 2.02it/s]
772
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6640/11704 [56:25<41:43, 2.02it/s]
773
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6641/11704 [56:26<41:47, 2.02it/s]
774
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6642/11704 [56:26<41:46, 2.02it/s]
775
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6643/11704 [56:27<41:49, 2.02it/s]
776
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6644/11704 [56:27<41:44, 2.02it/s]
777
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6645/11704 [56:28<41:44, 2.02it/s]
778
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6646/11704 [56:28<41:42, 2.02it/s]
779
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6647/11704 [56:29<41:41, 2.02it/s]
780
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6648/11704 [56:29<41:40, 2.02it/s]
781
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6649/11704 [56:30<41:39, 2.02it/s]
782
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6650/11704 [56:30<41:40, 2.02it/s]
783
 
784
 
785
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6650/11704 [56:30<41:40, 2.02it/s]
786
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6651/11704 [56:31<41:44, 2.02it/s]
787
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6652/11704 [56:31<41:43, 2.02it/s]
788
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6653/11704 [56:32<41:43, 2.02it/s]
789
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6654/11704 [56:32<41:42, 2.02it/s]
790
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6655/11704 [56:33<41:39, 2.02it/s]
791
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6656/11704 [56:33<41:41, 2.02it/s]
792
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6657/11704 [56:34<41:38, 2.02it/s]
793
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6658/11704 [56:34<41:39, 2.02it/s]
794
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6659/11704 [56:35<41:37, 2.02it/s]
795
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6660/11704 [56:35<41:37, 2.02it/s]
796
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6661/11704 [56:36<41:35, 2.02it/s]
797
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6662/11704 [56:36<41:36, 2.02it/s]
798
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6663/11704 [56:37<41:34, 2.02it/s]
799
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6664/11704 [56:37<41:35, 2.02it/s]
800
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6665/11704 [56:38<41:34, 2.02it/s]
801
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6666/11704 [56:38<41:35, 2.02it/s]
802
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6667/11704 [56:39<41:34, 2.02it/s]
803
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6668/11704 [56:39<41:32, 2.02it/s]
804
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6669/11704 [56:40<41:30, 2.02it/s]
805
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6670/11704 [56:40<41:31, 2.02it/s]
806
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6671/11704 [56:41<41:29, 2.02it/s]
807
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6672/11704 [56:41<41:30, 2.02it/s]
808
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6673/11704 [56:42<41:29, 2.02it/s]
809
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6674/11704 [56:42<41:30, 2.02it/s]
810
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6675/11704 [56:43<41:28, 2.02it/s]
811
 
812
 
813
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6675/11704 [56:43<41:28, 2.02it/s]
814
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6676/11704 [56:43<41:29, 2.02it/s]
815
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6677/11704 [56:44<41:28, 2.02it/s]
816
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6678/11704 [56:44<41:28, 2.02it/s]
817
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6679/11704 [56:45<41:28, 2.02it/s]
818
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6680/11704 [56:45<41:27, 2.02it/s]
819
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6681/11704 [56:46<41:27, 2.02it/s]
820
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6682/11704 [56:46<41:26, 2.02it/s]
821
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6683/11704 [56:47<41:28, 2.02it/s]
822
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6684/11704 [56:47<41:26, 2.02it/s]
823
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6685/11704 [56:48<41:26, 2.02it/s]
824
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6686/11704 [56:48<41:26, 2.02it/s]
825
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6687/11704 [56:49<41:24, 2.02it/s]
826
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6688/11704 [56:49<41:23, 2.02it/s]
827
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6689/11704 [56:50<41:24, 2.02it/s]
828
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6690/11704 [56:50<41:21, 2.02it/s]
829
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6691/11704 [56:50<41:22, 2.02it/s]
830
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6692/11704 [56:51<41:03, 2.03it/s]
831
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6693/11704 [57:03<5:33:00, 3.99s/it]
832
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6694/11704 [57:04<4:05:30, 2.94s/it]
833
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6695/11704 [57:04<3:04:12, 2.21s/it]
834
  57%|β–ˆοΏ½οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–‹ | 6696/11704 [57:05<2:21:21, 1.69s/it]
835
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6697/11704 [57:05<1:51:19, 1.33s/it]
836
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6698/11704 [57:06<1:30:20, 1.08s/it]
837
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6699/11704 [57:06<1:15:36, 1.10it/s]
838
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6700/11704 [57:07<1:05:58, 1.26it/s]{'loss': 3.4591, 'grad_norm': 0.23688948154449463, 'learning_rate': 0.0004608931070888296, 'epoch': 8.01}
 
839
 
840
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6700/11704 [57:07<1:05:58, 1.26it/s]
841
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6701/11704 [57:07<58:38, 1.42it/s]
842
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6702/11704 [57:08<53:25, 1.56it/s]
843
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6703/11704 [57:08<49:46, 1.67it/s]
844
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6704/11704 [57:09<47:11, 1.77it/s]
845
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6705/11704 [57:09<45:25, 1.83it/s]
846
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6706/11704 [57:10<44:10, 1.89it/s]
847
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6707/11704 [57:10<43:15, 1.93it/s]
848
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6708/11704 [57:11<42:36, 1.95it/s]
849
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6709/11704 [57:11<42:14, 1.97it/s]
850
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6710/11704 [57:12<42:01, 1.98it/s]
851
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6711/11704 [57:12<41:45, 1.99it/s]
852
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6712/11704 [57:13<41:40, 2.00it/s]
853
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6713/11704 [57:13<41:30, 2.00it/s]
854
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6714/11704 [57:14<41:25, 2.01it/s]
855
+
856
 
857
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6700/11704 [57:07<1:05:58, 1.26it/s]
858
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6701/11704 [57:07<58:38, 1.42it/s]
859
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6702/11704 [57:08<53:25, 1.56it/s]
860
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6703/11704 [57:08<49:46, 1.67it/s]
861
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6704/11704 [57:09<47:11, 1.77it/s]
862
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6705/11704 [57:09<45:25, 1.83it/s]
863
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6706/11704 [57:10<44:10, 1.89it/s]
864
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6707/11704 [57:10<43:15, 1.93it/s]
865
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6708/11704 [57:11<42:36, 1.95it/s]
866
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6709/11704 [57:11<42:14, 1.97it/s]
867
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6710/11704 [57:12<42:01, 1.98it/s]
868
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6711/11704 [57:12<41:45, 1.99it/s]
869
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6712/11704 [57:13<41:40, 2.00it/s]
870
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6713/11704 [57:13<41:30, 2.00it/s]
871
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6714/11704 [57:14<41:25, 2.01it/s]
872
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6715/11704 [57:14<41:19, 2.01it/s]
873
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6716/11704 [57:15<41:16, 2.01it/s]
874
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6717/11704 [57:15<41:13, 2.02it/s]
875
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6718/11704 [57:16<41:10, 2.02it/s]
876
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6719/11704 [57:16<41:12, 2.02it/s]
877
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6720/11704 [57:17<41:08, 2.02it/s]
878
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6721/11704 [57:17<41:10, 2.02it/s]
879
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6722/11704 [57:18<41:08, 2.02it/s]
880
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6723/11704 [57:18<41:10, 2.02it/s]
881
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6724/11704 [57:19<41:08, 2.02it/s]
882
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6725/11704 [57:19<41:08, 2.02it/s]{'loss': 3.3641, 'grad_norm': 0.22972285747528076, 'learning_rate': 0.0004571773760359283, 'epoch': 8.04}
883
+
884
 
885
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6725/11704 [57:19<41:08, 2.02it/s]
886
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6726/11704 [57:20<41:07, 2.02it/s]
887
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6727/11704 [57:20<41:09, 2.02it/s]
888
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6728/11704 [57:21<41:06, 2.02it/s]
889
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 6729/11704 [57:21<41:05, 2.02it/s]
890
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6730/11704 [57:21<41:04, 2.02it/s]
891
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6731/11704 [57:22<41:05, 2.02it/s]
892
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6732/11704 [57:22<41:04, 2.02it/s]
893
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6733/11704 [57:23<41:03, 2.02it/s]
894
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6734/11704 [57:23<41:05, 2.02it/s]
895
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6735/11704 [57:24<41:03, 2.02it/s]
896
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6736/11704 [57:24<41:02, 2.02it/s]
897
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6737/11704 [57:25<41:01, 2.02it/s]
898
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6738/11704 [57:25<41:01, 2.02it/s]
899
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6739/11704 [57:26<40:58, 2.02it/s]
900
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6740/11704 [57:26<41:02, 2.02it/s]
901
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6741/11704 [57:27<41:00, 2.02it/s]
902
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6742/11704 [57:27<40:59, 2.02it/s]
903
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6743/11704 [57:28<40:57, 2.02it/s]
904
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6744/11704 [57:28<40:59, 2.02it/s]
905
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6745/11704 [57:29<41:02, 2.01it/s]
906
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6746/11704 [57:29<40:59, 2.02it/s]
907
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6747/11704 [57:30<40:58, 2.02it/s]
908
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6748/11704 [57:30<40:56, 2.02it/s]
909
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6749/11704 [57:31<40:58, 2.02it/s]
910
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6750/11704 [57:31<41:01, 2.01it/s]{'loss': 3.3755, 'grad_norm': 0.227346271276474, 'learning_rate': 0.00045346402591428883, 'epoch': 8.07}
911
+
912
 
913
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6750/11704 [57:31<41:01, 2.01it/s]
914
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6751/11704 [57:32<41:01, 2.01it/s]
915
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6752/11704 [57:32<41:02, 2.01it/s]
916
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6753/11704 [57:33<41:00, 2.01it/s]
917
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6754/11704 [57:33<41:01, 2.01it/s]
918
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6755/11704 [57:34<41:00, 2.01it/s]
919
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6756/11704 [57:34<40:56, 2.01it/s]
920
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6757/11704 [57:35<40:57, 2.01it/s]
921
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6758/11704 [57:35<40:54, 2.02it/s]
922
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6759/11704 [57:36<40:54, 2.01it/s]
923
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6760/11704 [57:36<40:49, 2.02it/s]
924
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6761/11704 [57:37<40:54, 2.01it/s]
925
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6762/11704 [57:37<40:51, 2.02it/s]
926
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6763/11704 [57:38<40:52, 2.01it/s]
927
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6764/11704 [57:38<40:51, 2.01it/s]
928
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6765/11704 [57:39<40:54, 2.01it/s]
929
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6766/11704 [57:39<40:57, 2.01it/s]
930
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6767/11704 [57:40<40:52, 2.01it/s]
931
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6768/11704 [57:40<40:51, 2.01it/s]
932
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6769/11704 [57:41<40:48, 2.02it/s]
933
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6770/11704 [57:41<40:48, 2.02it/s]
934
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6771/11704 [57:42<40:45, 2.02it/s]
935
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6772/11704 [57:42<40:45, 2.02it/s]
936
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6773/11704 [57:43<40:43, 2.02it/s]
937
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6774/11704 [57:43<40:44, 2.02it/s]
938
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6775/11704 [57:44<40:42, 2.02it/s]{'loss': 3.383, 'grad_norm': 0.2244180291891098, 'learning_rate': 0.00044975326318560303, 'epoch': 8.1}
939
+
940
 
941
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6775/11704 [57:44<40:42, 2.02it/s]
942
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6776/11704 [57:44<40:44, 2.02it/s]
943
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6777/11704 [57:45<40:43, 2.02it/s]
944
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6778/11704 [57:45<40:41, 2.02it/s]
945
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6779/11704 [57:46<40:43, 2.02it/s]
946
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6780/11704 [57:46<40:39, 2.02it/s]
947
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6781/11704 [57:47<40:40, 2.02it/s]
948
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6782/11704 [57:47<40:35, 2.02it/s]
949
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6783/11704 [57:48<40:37, 2.02it/s]
950
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6784/11704 [57:48<40:36, 2.02it/s]
951
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6785/11704 [57:49<40:37, 2.02it/s]
952
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6786/11704 [57:49<40:35, 2.02it/s]
953
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6787/11704 [57:50<40:35, 2.02it/s]
954
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6788/11704 [57:50<40:32, 2.02it/s]
955
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6789/11704 [57:51<40:33, 2.02it/s]
956
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6790/11704 [57:51<40:30, 2.02it/s]
957
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6791/11704 [57:52<40:30, 2.02it/s]
958
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6792/11704 [57:52<40:29, 2.02it/s]
959
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6793/11704 [57:53<40:30, 2.02it/s]
960
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6794/11704 [57:53<40:28, 2.02it/s]
961
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6795/11704 [57:54<40:29, 2.02it/s]
962
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6796/11704 [57:54<40:29, 2.02it/s]
963
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6797/11704 [57:55<40:30, 2.02it/s]
964
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6798/11704 [57:55<40:32, 2.02it/s]
965
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6799/11704 [57:56<40:27, 2.02it/s]
966
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6800/11704 [57:56<40:30, 2.02it/s]{'loss': 3.3888, 'grad_norm': 0.22012494504451752, 'learning_rate': 0.0004460452941677038, 'epoch': 8.13}
967
+
968
 
969
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6800/11704 [57:56<40:30, 2.02it/s]
970
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6801/11704 [57:57<40:29, 2.02it/s]
971
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6802/11704 [57:57<40:29, 2.02it/s]
972
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6803/11704 [57:58<40:24, 2.02it/s]
973
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6804/11704 [57:58<40:25, 2.02it/s]
974
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6805/11704 [57:59<40:26, 2.02it/s]
975
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6806/11704 [57:59<40:27, 2.02it/s]
976
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6807/11704 [58:00<40:23, 2.02it/s]
977
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6808/11704 [58:00<40:25, 2.02it/s]
978
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6809/11704 [58:01<40:24, 2.02it/s]
979
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6810/11704 [58:01<40:23, 2.02it/s]
980
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6811/11704 [58:02<40:19, 2.02it/s]
981
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6812/11704 [58:02<40:19, 2.02it/s]
982
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6813/11704 [58:03<40:20, 2.02it/s]
983
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6814/11704 [58:03<40:22, 2.02it/s]
984
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6815/11704 [58:04<40:22, 2.02it/s]
985
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6816/11704 [58:04<40:19, 2.02it/s]
986
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6817/11704 [58:05<40:23, 2.02it/s]
987
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6818/11704 [58:05<40:20, 2.02it/s]
988
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6819/11704 [58:06<40:19, 2.02it/s]
989
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6820/11704 [58:06<40:17, 2.02it/s]
990
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6821/11704 [58:07<40:16, 2.02it/s]
991
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6822/11704 [58:07<40:12, 2.02it/s]
992
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6823/11704 [58:08<40:14, 2.02it/s]
993
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6824/11704 [58:08<40:11, 2.02it/s]
994
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6825/11704 [58:09<40:13, 2.02it/s]{'loss': 3.3934, 'grad_norm': 0.23053328692913055, 'learning_rate': 0.00044234032502309464, 'epoch': 8.16}
995
 
996
+
997
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6825/11704 [58:09<40:13, 2.02it/s]
998
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6826/11704 [58:09<40:18, 2.02it/s]
999
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6827/11704 [58:10<40:15, 2.02it/s]
1000
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6828/11704 [58:10<40:11, 2.02it/s]
1001
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6829/11704 [58:11<40:11, 2.02it/s]
1002
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6830/11704 [58:11<40:09, 2.02it/s]
1003
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6831/11704 [58:12<40:10, 2.02it/s]
1004
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6832/11704 [58:12<40:07, 2.02it/s]
1005
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6833/11704 [58:13<40:08, 2.02it/s]
1006
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6834/11704 [58:13<40:06, 2.02it/s]
1007
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6835/11704 [58:14<40:08, 2.02it/s]
1008
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6836/11704 [58:14<40:05, 2.02it/s]
1009
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6837/11704 [58:15<40:04, 2.02it/s]
1010
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6838/11704 [58:15<40:04, 2.02it/s]
1011
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6839/11704 [58:16<40:06, 2.02it/s]
1012
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6840/11704 [58:16<40:05, 2.02it/s]
1013
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6841/11704 [58:16<40:06, 2.02it/s]
1014
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6842/11704 [58:17<40:02, 2.02it/s]
1015
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6843/11704 [58:17<40:02, 2.02it/s]
1016
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6844/11704 [58:18<40:02, 2.02it/s]
1017
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6845/11704 [58:18<40:01, 2.02it/s]
1018
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6846/11704 [58:19<40:00, 2.02it/s]
1019
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6847/11704 [58:19<39:59, 2.02it/s]
1020
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6848/11704 [58:20<40:00, 2.02it/s]
1021
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6849/11704 [58:20<39:59, 2.02it/s]
1022
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6850/11704 [58:21<39:59, 2.02it/s]{'loss': 3.3891, 'grad_norm': 0.23988386988639832, 'learning_rate': 0.0004386385617474864, 'epoch': 8.19}
1023
+
1024
 
1025
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6850/11704 [58:21<39:59, 2.02it/s]
1026
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6851/11704 [58:21<40:02, 2.02it/s]
1027
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6852/11704 [58:22<40:04, 2.02it/s]
1028
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6853/11704 [58:22<40:02, 2.02it/s]
1029
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6854/11704 [58:23<40:00, 2.02it/s]
1030
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6855/11704 [58:23<39:57, 2.02it/s]
1031
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6856/11704 [58:24<39:59, 2.02it/s]
1032
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6857/11704 [58:24<39:56, 2.02it/s]
1033
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6858/11704 [58:25<39:56, 2.02it/s]
1034
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6859/11704 [58:25<39:54, 2.02it/s]
1035
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6860/11704 [58:26<39:53, 2.02it/s]
1036
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6861/11704 [58:26<39:54, 2.02it/s]
1037
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6862/11704 [58:27<39:55, 2.02it/s]
1038
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6863/11704 [58:27<39:52, 2.02it/s]
1039
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6864/11704 [58:28<39:52, 2.02it/s]
1040
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6865/11704 [58:28<39:50, 2.02it/s]
1041
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6866/11704 [58:29<39:48, 2.03it/s]
1042
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6867/11704 [58:29<39:49, 2.02it/s]
1043
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6868/11704 [58:30<39:47, 2.03it/s]
1044
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6869/11704 [58:30<39:48, 2.02it/s]
1045
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6870/11704 [58:31<39:45, 2.03it/s]
1046
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6871/11704 [58:31<39:48, 2.02it/s]
1047
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6872/11704 [58:32<39:49, 2.02it/s]
1048
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6873/11704 [58:32<39:51, 2.02it/s]
1049
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6874/11704 [58:33<39:48, 2.02it/s]
1050
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6875/11704 [58:33<39:49, 2.02it/s]{'loss': 3.3966, 'grad_norm': 0.23840314149856567, 'learning_rate': 0.0004349402101583436, 'epoch': 8.22}
1051
+
1052
 
1053
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6875/11704 [58:33<39:49, 2.02it/s]
1054
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 6876/11704 [58:34<39:49, 2.02it/s]
1055
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6877/11704 [58:34<39:48, 2.02it/s]
1056
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6878/11704 [58:35<39:45, 2.02it/s]
1057
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6879/11704 [58:35<39:45, 2.02it/s]
1058
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6880/11704 [58:36<39:43, 2.02it/s]
1059
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6881/11704 [58:36<39:44, 2.02it/s]
1060
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6882/11704 [58:37<39:41, 2.02it/s]
1061
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6883/11704 [58:37<39:46, 2.02it/s]
1062
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6884/11704 [58:38<39:43, 2.02it/s]
1063
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6885/11704 [58:38<39:44, 2.02it/s]
1064
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6886/11704 [58:39<39:43, 2.02it/s]
1065
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6887/11704 [58:39<39:41, 2.02it/s]
1066
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6888/11704 [58:40<39:38, 2.02it/s]
1067
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6889/11704 [58:40<39:41, 2.02it/s]
1068
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6890/11704 [58:41<39:39, 2.02it/s]
1069
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6891/11704 [58:41<39:37, 2.02it/s]
1070
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6892/11704 [58:42<39:38, 2.02it/s]
1071
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6893/11704 [58:42<39:36, 2.02it/s]
1072
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6894/11704 [58:43<39:38, 2.02it/s]
1073
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6895/11704 [58:43<39:37, 2.02it/s]
1074
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6896/11704 [58:44<39:38, 2.02it/s]
1075
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6897/11704 [58:44<39:35, 2.02it/s]
1076
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6898/11704 [58:45<39:36, 2.02it/s]
1077
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6899/11704 [58:45<39:35, 2.02it/s]
1078
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6900/11704 [58:46<39:35, 2.02it/s]{'loss': 3.4031, 'grad_norm': 0.23334480822086334, 'learning_rate': 0.0004312454758834423, 'epoch': 8.25}
1079
+
1080
 
1081
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6900/11704 [58:46<39:35, 2.02it/s]
1082
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6901/11704 [58:46<39:38, 2.02it/s]
1083
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6902/11704 [58:47<39:37, 2.02it/s]
1084
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6903/11704 [58:47<39:36, 2.02it/s]
1085
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6904/11704 [58:48<39:35, 2.02it/s]
1086
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6905/11704 [58:48<39:36, 2.02it/s]
1087
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6906/11704 [58:49<39:34, 2.02it/s]
1088
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6907/11704 [58:49<39:33, 2.02it/s]
1089
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6908/11704 [58:50<39:32, 2.02it/s]
1090
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6909/11704 [58:50<39:34, 2.02it/s]
1091
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6910/11704 [58:51<39:32, 2.02it/s]
1092
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6911/11704 [58:51<39:33, 2.02it/s]
1093
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6912/11704 [58:52<39:30, 2.02it/s]
1094
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6913/11704 [58:52<39:32, 2.02it/s]
1095
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6914/11704 [58:53<39:30, 2.02it/s]
1096
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6915/11704 [58:53<39:31, 2.02it/s]
1097
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6916/11704 [58:54<39:28, 2.02it/s]
1098
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6917/11704 [58:54<39:29, 2.02it/s]
1099
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6918/11704 [58:55<39:27, 2.02it/s]
1100
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6919/11704 [58:55<39:27, 2.02it/s]
1101
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6920/11704 [58:56<39:26, 2.02it/s]
1102
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6921/11704 [58:56<39:26, 2.02it/s]
1103
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6922/11704 [58:57<39:25, 2.02it/s]
1104
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6923/11704 [58:57<39:25, 2.02it/s]
1105
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6924/11704 [58:58<39:23, 2.02it/s]
1106
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6925/11704 [58:58<39:26, 2.02it/s]{'loss': 3.4072, 'grad_norm': 0.23080752789974213, 'learning_rate': 0.0004275545643494362, 'epoch': 8.28}
1107
+
1108
 
1109
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6925/11704 [58:58<39:26, 2.02it/s]
1110
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6926/11704 [58:59<39:28, 2.02it/s]
1111
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6927/11704 [58:59<39:25, 2.02it/s]
1112
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6928/11704 [59:00<39:24, 2.02it/s]
1113
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6929/11704 [59:00<39:24, 2.02it/s]
1114
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6930/11704 [59:01<39:22, 2.02it/s]
1115
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6931/11704 [59:01<39:22, 2.02it/s]
1116
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6932/11704 [59:01<39:19, 2.02it/s]
1117
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6933/11704 [59:02<39:19, 2.02it/s]
1118
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6934/11704 [59:02<39:19, 2.02it/s]
1119
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6935/11704 [59:03<39:19, 2.02it/s]
1120
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6936/11704 [59:03<39:19, 2.02it/s]
1121
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6937/11704 [59:04<39:19, 2.02it/s]
1122
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6938/11704 [59:04<39:17, 2.02it/s]
1123
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6939/11704 [59:05<39:17, 2.02it/s]
1124
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6940/11704 [59:05<39:14, 2.02it/s]
1125
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6941/11704 [59:06<39:16, 2.02it/s]
1126
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6942/11704 [59:06<39:13, 2.02it/s]
1127
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6943/11704 [59:07<39:14, 2.02it/s]
1128
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6944/11704 [59:07<39:11, 2.02it/s]
1129
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6945/11704 [59:08<39:11, 2.02it/s]
1130
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6946/11704 [59:08<39:09, 2.02it/s]
1131
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6947/11704 [59:09<39:12, 2.02it/s]
1132
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6948/11704 [59:09<39:12, 2.02it/s]
1133
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6949/11704 [59:10<39:12, 2.02it/s]
1134
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6950/11704 [59:10<39:11, 2.02it/s]{'loss': 3.405, 'grad_norm': 0.2382190078496933, 'learning_rate': 0.0004238676807704347, 'epoch': 8.31}
1135
+
1136
 
1137
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6950/11704 [59:10<39:11, 2.02it/s]
1138
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6951/11704 [59:11<39:17, 2.02it/s]
1139
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6952/11704 [59:11<39:17, 2.02it/s]
1140
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6953/11704 [59:12<39:13, 2.02it/s]
1141
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6954/11704 [59:12<39:13, 2.02it/s]
1142
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6955/11704 [59:13<39:09, 2.02it/s]
1143
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6956/11704 [59:13<39:09, 2.02it/s]
1144
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6957/11704 [59:14<39:07, 2.02it/s]
1145
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6958/11704 [59:14<39:09, 2.02it/s]
1146
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6959/11704 [59:15<39:06, 2.02it/s]
1147
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6960/11704 [59:15<39:05, 2.02it/s]
1148
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6961/11704 [59:16<39:04, 2.02it/s]
1149
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6962/11704 [59:16<39:04, 2.02it/s]
1150
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6963/11704 [59:17<39:03, 2.02it/s]
1151
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6964/11704 [59:17<39:01, 2.02it/s]
1152
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6965/11704 [59:18<39:01, 2.02it/s]
1153
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6966/11704 [59:18<39:01, 2.02it/s]
1154
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6967/11704 [59:19<39:00, 2.02it/s]
1155
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6968/11704 [59:19<39:03, 2.02it/s]
1156
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6969/11704 [59:20<39:02, 2.02it/s]
1157
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6970/11704 [59:20<38:59, 2.02it/s]
1158
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6971/11704 [59:21<39:01, 2.02it/s]
1159
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6972/11704 [59:21<38:59, 2.02it/s]
1160
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6973/11704 [59:22<39:00, 2.02it/s]
1161
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6974/11704 [59:22<38:57, 2.02it/s]
1162
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6975/11704 [59:23<42:26, 1.86it/s]{'loss': 3.409, 'grad_norm': 0.22229425609111786, 'learning_rate': 0.0004201850301365941, 'epoch': 8.34}
1163
+
1164
 
1165
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6975/11704 [59:23<42:26, 1.86it/s]
1166
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6976/11704 [59:23<41:27, 1.90it/s]
1167
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6977/11704 [59:24<40:40, 1.94it/s]
1168
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6978/11704 [59:24<40:10, 1.96it/s]
1169
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6979/11704 [59:25<39:48, 1.98it/s]
1170
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6980/11704 [59:25<39:31, 1.99it/s]
1171
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6981/11704 [59:26<39:17, 2.00it/s]
1172
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6982/11704 [59:26<39:10, 2.01it/s]
1173
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6983/11704 [59:27<39:06, 2.01it/s]
1174
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6984/11704 [59:27<39:00, 2.02it/s]
1175
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6985/11704 [59:28<38:58, 2.02it/s]
1176
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6986/11704 [59:28<38:52, 2.02it/s]
1177
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6987/11704 [59:29<38:53, 2.02it/s]
1178
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6988/11704 [59:29<38:49, 2.02it/s]
1179
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6989/11704 [59:30<38:49, 2.02it/s]
1180
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6990/11704 [59:30<38:48, 2.02it/s]
1181
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6991/11704 [59:31<38:49, 2.02it/s]
1182
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6992/11704 [59:31<38:48, 2.02it/s]
1183
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6993/11704 [59:32<38:48, 2.02it/s]
1184
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6994/11704 [59:32<38:48, 2.02it/s]
1185
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6995/11704 [59:33<38:47, 2.02it/s]
1186
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6996/11704 [59:33<38:46, 2.02it/s]
1187
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6997/11704 [59:34<38:43, 2.03it/s]
1188
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6998/11704 [59:34<38:43, 2.03it/s]
1189
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 6999/11704 [59:35<38:42, 2.03it/s]
1190
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7000/11704 [59:35<38:44, 2.02it/s]
1191
 
1192
+
1193
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7000/11704 [59:35<38:44, 2.02it/s]
1194
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7001/11704 [59:36<38:48, 2.02it/s]
1195
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7002/11704 [59:36<38:48, 2.02it/s]
1196
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7003/11704 [59:37<38:44, 2.02it/s]
1197
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7004/11704 [59:37<38:43, 2.02it/s]
1198
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7005/11704 [59:38<38:42, 2.02it/s]
1199
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7006/11704 [59:38<38:40, 2.02it/s]
1200
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7007/11704 [59:39<38:40, 2.02it/s]
1201
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7008/11704 [59:39<38:39, 2.02it/s]
1202
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7009/11704 [59:40<38:38, 2.02it/s]
1203
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7010/11704 [59:40<38:39, 2.02it/s]
1204
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7011/11704 [59:41<38:42, 2.02it/s]
1205
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7012/11704 [59:41<38:38, 2.02it/s]
1206
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7013/11704 [59:42<38:39, 2.02it/s]
1207
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7014/11704 [59:42<38:38, 2.02it/s]
1208
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7015/11704 [59:43<38:37, 2.02it/s]
1209
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7016/11704 [59:43<38:35, 2.02it/s]
1210
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7017/11704 [59:44<38:35, 2.02it/s]
1211
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7018/11704 [59:44<38:36, 2.02it/s]
1212
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7019/11704 [59:45<38:36, 2.02it/s]
1213
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7020/11704 [59:45<38:37, 2.02it/s]
1214
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7021/11704 [59:46<38:38, 2.02it/s]
1215
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 7022/11704 [59:46<38:38, 2.02it/s]
1216
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7023/11704 [59:47<38:36, 2.02it/s]
1217
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7024/11704 [59:47<38:33, 2.02it/s]
1218
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7025/11704 [59:48<38:32, 2.02it/s]{'loss': 3.4131, 'grad_norm': 0.22735567390918732, 'learning_rate': 0.0004128332464768806, 'epoch': 8.4}
1219
 
1220
+
1221
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7025/11704 [59:48<38:32, 2.02it/s]
1222
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7026/11704 [59:48<38:33, 2.02it/s]
1223
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7027/11704 [59:49<38:35, 2.02it/s]
1224
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7028/11704 [59:49<38:33, 2.02it/s]
1225
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7029/11704 [59:50<38:31, 2.02it/s]
1226
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7030/11704 [59:50<38:31, 2.02it/s]
1227
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7031/11704 [59:51<38:31, 2.02it/s]
1228
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7032/11704 [59:51<38:33, 2.02it/s]
1229
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7033/11704 [59:52<38:29, 2.02it/s]
1230
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7034/11704 [59:52<38:30, 2.02it/s]
1231
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7035/11704 [59:53<38:27, 2.02it/s]
1232
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7036/11704 [59:53<38:26, 2.02it/s]
1233
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7037/11704 [59:54<38:25, 2.02it/s]
1234
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7038/11704 [59:54<38:25, 2.02it/s]
1235
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7039/11704 [59:55<38:26, 2.02it/s]
1236
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7040/11704 [59:55<38:23, 2.02it/s]
1237
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7041/11704 [59:56<41:42, 1.86it/s]
1238
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7042/11704 [59:56<40:41, 1.91it/s]
1239
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7043/11704 [59:57<40:00, 1.94it/s]
1240
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7044/11704 [59:57<39:29, 1.97it/s]
1241
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7045/11704 [59:58<39:09, 1.98it/s]
1242
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7046/11704 [59:58<38:54, 1.99it/s]
1243
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7047/11704 [59:59<38:44, 2.00it/s]
1244
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7048/11704 [59:59<38:37, 2.01it/s]
1245
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7049/11704 [1:00:00<38:29, 2.02it/s]
1246
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7050/11704 [1:00:00<38:29, 2.02it/s]{'loss': 3.4196, 'grad_norm': 0.22713714838027954, 'learning_rate': 0.00040916452220904066, 'epoch': 8.43}
1247
+
1248
 
1249
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7050/11704 [1:00:00<38:29, 2.02it/s]
1250
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7051/11704 [1:00:01<38:28, 2.02it/s]
1251
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7052/11704 [1:00:01<38:25, 2.02it/s]
1252
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7053/11704 [1:00:02<38:25, 2.02it/s]
1253
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7054/11704 [1:00:02<38:22, 2.02it/s]
1254
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7055/11704 [1:00:03<38:20, 2.02it/s]
1255
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7056/11704 [1:00:03<38:20, 2.02it/s]
1256
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7057/11704 [1:00:04<38:21, 2.02it/s]
1257
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7058/11704 [1:00:04<38:20, 2.02it/s]
1258
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7059/11704 [1:00:05<38:18, 2.02it/s]
1259
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7060/11704 [1:00:05<38:19, 2.02it/s]
1260
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7061/11704 [1:00:06<38:18, 2.02it/s]
1261
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7062/11704 [1:00:06<38:16, 2.02it/s]
1262
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7063/11704 [1:00:07<38:14, 2.02it/s]
1263
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7064/11704 [1:00:07<38:16, 2.02it/s]
1264
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7065/11704 [1:00:08<38:13, 2.02it/s]
1265
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7066/11704 [1:00:08<38:13, 2.02it/s]
1266
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7067/11704 [1:00:09<38:13, 2.02it/s]
1267
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7068/11704 [1:00:09<38:14, 2.02it/s]
1268
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7069/11704 [1:00:10<38:12, 2.02it/s]
1269
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7070/11704 [1:00:10<38:11, 2.02it/s]
1270
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7071/11704 [1:00:11<38:11, 2.02it/s]
1271
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7072/11704 [1:00:11<38:10, 2.02it/s]
1272
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7073/11704 [1:00:12<38:08, 2.02it/s]
1273
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7074/11704 [1:00:12<38:10, 2.02it/s]
1274
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7075/11704 [1:00:12<38:09, 2.02it/s]{'loss': 3.42, 'grad_norm': 0.2443581074476242, 'learning_rate': 0.0004055008483797011, 'epoch': 8.46}
1275
+
1276
 
1277
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7075/11704 [1:00:13<38:09, 2.02it/s]
1278
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7076/11704 [1:00:13<38:09, 2.02it/s]
1279
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7077/11704 [1:00:13<38:06, 2.02it/s]
1280
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7078/11704 [1:00:14<38:07, 2.02it/s]
1281
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7079/11704 [1:00:14<38:05, 2.02it/s]
1282
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7080/11704 [1:00:15<38:06, 2.02it/s]
1283
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7081/11704 [1:00:15<38:04, 2.02it/s]
1284
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7082/11704 [1:00:16<38:07, 2.02it/s]
1285
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7083/11704 [1:00:16<38:05, 2.02it/s]
1286
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7084/11704 [1:00:17<38:05, 2.02it/s]
1287
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7085/11704 [1:00:17<38:02, 2.02it/s]
1288
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7086/11704 [1:00:18<38:05, 2.02it/s]
1289
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7087/11704 [1:00:18<38:03, 2.02it/s]
1290
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7088/11704 [1:00:19<38:02, 2.02it/s]
1291
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7089/11704 [1:00:19<38:00, 2.02it/s]
1292
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7090/11704 [1:00:20<38:01, 2.02it/s]
1293
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7091/11704 [1:00:20<37:59, 2.02it/s]
1294
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7092/11704 [1:00:21<38:00, 2.02it/s]
1295
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7093/11704 [1:00:21<37:56, 2.03it/s]
1296
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7094/11704 [1:00:22<37:59, 2.02it/s]
1297
  61%|οΏ½οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7095/11704 [1:00:22<37:58, 2.02it/s]
1298
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7096/11704 [1:00:23<38:00, 2.02it/s]
1299
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7097/11704 [1:00:23<37:56, 2.02it/s]
1300
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7098/11704 [1:00:24<37:58, 2.02it/s]
1301
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7099/11704 [1:00:24<37:55, 2.02it/s]
1302
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7100/11704 [1:00:25<37:57, 2.02it/s]{'loss': 3.4159, 'grad_norm': 0.22324584424495697, 'learning_rate': 0.00040184242868855944, 'epoch': 8.49}
1303
+
1304
 
1305
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7100/11704 [1:00:25<37:57, 2.02it/s]
1306
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7101/11704 [1:00:25<37:58, 2.02it/s]
1307
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7102/11704 [1:00:26<37:59, 2.02it/s]
1308
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7103/11704 [1:00:26<37:55, 2.02it/s]
1309
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7104/11704 [1:00:27<37:56, 2.02it/s]
1310
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7105/11704 [1:00:27<37:54, 2.02it/s]
1311
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7106/11704 [1:00:28<37:55, 2.02it/s]
1312
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7107/11704 [1:00:28<37:52, 2.02it/s]
1313
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7108/11704 [1:00:29<37:53, 2.02it/s]
1314
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7109/11704 [1:00:29<37:52, 2.02it/s]
1315
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7110/11704 [1:00:30<37:53, 2.02it/s]
1316
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7111/11704 [1:00:30<37:48, 2.02it/s]
1317
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7112/11704 [1:00:31<37:51, 2.02it/s]
1318
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7113/11704 [1:00:31<37:49, 2.02it/s]
1319
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7114/11704 [1:00:32<37:50, 2.02it/s]
1320
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7115/11704 [1:00:32<37:47, 2.02it/s]
1321
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7116/11704 [1:00:33<37:48, 2.02it/s]
1322
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7117/11704 [1:00:33<37:49, 2.02it/s]
1323
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7118/11704 [1:00:34<37:48, 2.02it/s]
1324
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7119/11704 [1:00:34<37:47, 2.02it/s]
1325
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7120/11704 [1:00:35<37:47, 2.02it/s]
1326
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7121/11704 [1:00:35<37:46, 2.02it/s]
1327
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7122/11704 [1:00:36<37:47, 2.02it/s]
1328
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7123/11704 [1:00:36<37:45, 2.02it/s]
1329
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7124/11704 [1:00:37<37:43, 2.02it/s]
1330
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7125/11704 [1:00:37<37:43, 2.02it/s]{'loss': 3.4211, 'grad_norm': 0.23106643557548523, 'learning_rate': 0.00039818946654318404, 'epoch': 8.52}
1331
+
1332
 
1333
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7125/11704 [1:00:37<37:43, 2.02it/s]
1334
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7126/11704 [1:00:38<37:45, 2.02it/s]
1335
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7127/11704 [1:00:38<37:43, 2.02it/s]
1336
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7128/11704 [1:00:39<37:48, 2.02it/s]
1337
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7129/11704 [1:00:39<37:45, 2.02it/s]
1338
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7130/11704 [1:00:40<37:43, 2.02it/s]
1339
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7131/11704 [1:00:40<37:42, 2.02it/s]
1340
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7132/11704 [1:00:41<37:42, 2.02it/s]
1341
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7133/11704 [1:00:41<37:40, 2.02it/s]
1342
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7134/11704 [1:00:42<37:40, 2.02it/s]
1343
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7135/11704 [1:00:42<37:41, 2.02it/s]
1344
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7136/11704 [1:00:43<37:39, 2.02it/s]
1345
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7137/11704 [1:00:43<37:39, 2.02it/s]
1346
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7138/11704 [1:00:44<37:40, 2.02it/s]
1347
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7139/11704 [1:00:44<37:38, 2.02it/s]
1348
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7140/11704 [1:00:45<37:37, 2.02it/s]
1349
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7141/11704 [1:00:45<37:36, 2.02it/s]
1350
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7142/11704 [1:00:46<37:35, 2.02it/s]
1351
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7143/11704 [1:00:46<37:35, 2.02it/s]
1352
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7144/11704 [1:00:47<37:34, 2.02it/s]
1353
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7145/11704 [1:00:47<37:32, 2.02it/s]
1354
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7146/11704 [1:00:48<37:33, 2.02it/s]
1355
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7147/11704 [1:00:48<37:33, 2.02it/s]
1356
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7148/11704 [1:00:49<37:32, 2.02it/s]
1357
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7149/11704 [1:00:49<37:34, 2.02it/s]
1358
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7150/11704 [1:00:50<37:33, 2.02it/s]{'loss': 3.4232, 'grad_norm': 0.22898118197917938, 'learning_rate': 0.00039454216504770484, 'epoch': 8.55}
1359
+
1360
 
1361
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7150/11704 [1:00:50<37:33, 2.02it/s]
1362
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7151/11704 [1:00:50<37:33, 2.02it/s]
1363
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7152/11704 [1:00:51<37:32, 2.02it/s]
1364
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7153/11704 [1:00:51<37:31, 2.02it/s]
1365
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7154/11704 [1:00:52<37:28, 2.02it/s]
1366
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7155/11704 [1:00:52<37:30, 2.02it/s]
1367
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7156/11704 [1:00:53<37:29, 2.02it/s]
1368
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7157/11704 [1:00:53<37:31, 2.02it/s]
1369
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7158/11704 [1:00:54<37:28, 2.02it/s]
1370
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7159/11704 [1:00:54<37:28, 2.02it/s]
1371
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7160/11704 [1:00:55<37:28, 2.02it/s]
1372
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7161/11704 [1:00:55<37:28, 2.02it/s]
1373
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7162/11704 [1:00:56<37:27, 2.02it/s]
1374
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7163/11704 [1:00:56<37:27, 2.02it/s]
1375
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7164/11704 [1:00:57<37:26, 2.02it/s]
1376
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7165/11704 [1:00:57<37:27, 2.02it/s]
1377
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7166/11704 [1:00:58<37:25, 2.02it/s]
1378
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7167/11704 [1:00:58<37:24, 2.02it/s]
1379
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7168/11704 [1:00:58<37:24, 2.02it/s]
1380
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7169/11704 [1:00:59<37:21, 2.02it/s]
1381
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7170/11704 [1:00:59<37:22, 2.02it/s]
1382
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7171/11704 [1:01:00<37:19, 2.02it/s]
1383
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7172/11704 [1:01:00<37:21, 2.02it/s]
1384
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7173/11704 [1:01:01<37:19, 2.02it/s]
1385
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7174/11704 [1:01:01<37:19, 2.02it/s]
1386
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7175/11704 [1:01:02<37:18, 2.02it/s]{'loss': 3.4352, 'grad_norm': 0.23332154750823975, 'learning_rate': 0.0003909007269915198, 'epoch': 8.58}
1387
+
1388
 
1389
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7175/11704 [1:01:02<37:18, 2.02it/s]
1390
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7176/11704 [1:01:02<37:19, 2.02it/s]
1391
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7177/11704 [1:01:03<37:18, 2.02it/s]
1392
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7178/11704 [1:01:03<37:17, 2.02it/s]
1393
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7179/11704 [1:01:04<37:19, 2.02it/s]
1394
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7180/11704 [1:01:04<37:15, 2.02it/s]
1395
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7181/11704 [1:01:05<37:18, 2.02it/s]
1396
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7182/11704 [1:01:05<37:16, 2.02it/s]
1397
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7183/11704 [1:01:06<37:16, 2.02it/s]
1398
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7184/11704 [1:01:06<37:14, 2.02it/s]
1399
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7185/11704 [1:01:07<37:14, 2.02it/s]
1400
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7186/11704 [1:01:07<37:12, 2.02it/s]
1401
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7187/11704 [1:01:08<37:12, 2.02it/s]
1402
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7188/11704 [1:01:08<37:10, 2.03it/s]
1403
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7189/11704 [1:01:09<37:11, 2.02it/s]
1404
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7190/11704 [1:01:09<37:10, 2.02it/s]
1405
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7191/11704 [1:01:10<37:10, 2.02it/s]
1406
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7192/11704 [1:01:10<37:11, 2.02it/s]
1407
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7193/11704 [1:01:11<37:13, 2.02it/s]
1408
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7194/11704 [1:01:11<37:10, 2.02it/s]
1409
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7195/11704 [1:01:12<37:09, 2.02it/s]
1410
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7196/11704 [1:01:12<37:08, 2.02it/s]
1411
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7197/11704 [1:01:13<37:07, 2.02it/s]
1412
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7198/11704 [1:01:13<37:07, 2.02it/s]
1413
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7199/11704 [1:01:14<37:07, 2.02it/s]
1414
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7200/11704 [1:01:14<37:07, 2.02it/s]{'loss': 3.4373, 'grad_norm': 0.22517715394496918, 'learning_rate': 0.00038726535483802124, 'epoch': 8.61}
1415
+
1416
 
1417
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7200/11704 [1:01:14<37:07, 2.02it/s]
1418
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7201/11704 [1:01:15<37:11, 2.02it/s]
1419
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7202/11704 [1:01:15<37:09, 2.02it/s]
1420
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7203/11704 [1:01:16<37:08, 2.02it/s]
1421
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7204/11704 [1:01:16<37:06, 2.02it/s]
1422
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7205/11704 [1:01:17<37:04, 2.02it/s]
1423
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7206/11704 [1:01:17<37:03, 2.02it/s]
1424
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7207/11704 [1:01:18<37:02, 2.02it/s]
1425
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7208/11704 [1:01:18<37:03, 2.02it/s]
1426
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7209/11704 [1:01:19<37:00, 2.02it/s]
1427
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7210/11704 [1:01:19<37:00, 2.02it/s]
1428
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7211/11704 [1:01:20<36:59, 2.02it/s]
1429
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7212/11704 [1:01:20<37:00, 2.02it/s]
1430
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7213/11704 [1:01:21<37:01, 2.02it/s]
1431
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7214/11704 [1:01:21<37:01, 2.02it/s]
1432
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7215/11704 [1:01:22<36:58, 2.02it/s]
1433
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7216/11704 [1:01:22<36:59, 2.02it/s]
1434
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7217/11704 [1:01:23<36:57, 2.02it/s]
1435
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7218/11704 [1:01:23<36:58, 2.02it/s]
1436
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7219/11704 [1:01:24<36:56, 2.02it/s]
1437
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7220/11704 [1:01:24<36:57, 2.02it/s]
1438
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7221/11704 [1:01:25<36:55, 2.02it/s]
1439
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7222/11704 [1:01:25<36:55, 2.02it/s]
1440
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7223/11704 [1:01:26<36:54, 2.02it/s]
1441
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7224/11704 [1:01:26<36:56, 2.02it/s]
1442
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7225/11704 [1:01:27<36:55, 2.02it/s]{'loss': 3.4331, 'grad_norm': 0.22490887343883514, 'learning_rate': 0.0003836362507133381, 'epoch': 8.64}
1443
+
1444
 
1445
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7225/11704 [1:01:27<36:55, 2.02it/s]
1446
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7226/11704 [1:01:27<36:57, 2.02it/s]
1447
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7227/11704 [1:01:28<36:56, 2.02it/s]
1448
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7228/11704 [1:01:28<36:54, 2.02it/s]
1449
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7229/11704 [1:01:29<36:53, 2.02it/s]
1450
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7230/11704 [1:01:29<36:52, 2.02it/s]
1451
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7231/11704 [1:01:30<36:49, 2.02it/s]
1452
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7232/11704 [1:01:30<36:51, 2.02it/s]
1453
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7233/11704 [1:01:31<36:47, 2.02it/s]
1454
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7234/11704 [1:01:31<36:52, 2.02it/s]
1455
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7235/11704 [1:01:32<36:48, 2.02it/s]
1456
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7236/11704 [1:01:32<36:50, 2.02it/s]
1457
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7237/11704 [1:01:33<36:48, 2.02it/s]
1458
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7238/11704 [1:01:33<36:48, 2.02it/s]
1459
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7239/11704 [1:01:34<36:46, 2.02it/s]
1460
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7240/11704 [1:01:34<36:49, 2.02it/s]
1461
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7241/11704 [1:01:35<36:46, 2.02it/s]
1462
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7242/11704 [1:01:35<36:47, 2.02it/s]
1463
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7243/11704 [1:01:36<36:43, 2.02it/s]
1464
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7244/11704 [1:01:36<36:45, 2.02it/s]
1465
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7245/11704 [1:01:37<36:45, 2.02it/s]
1466
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7246/11704 [1:01:37<36:44, 2.02it/s]
1467
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7247/11704 [1:01:38<36:41, 2.02it/s]
1468
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7248/11704 [1:01:38<36:43, 2.02it/s]
1469
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7249/11704 [1:01:39<36:42, 2.02it/s]
1470
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7250/11704 [1:01:39<36:45, 2.02it/s]{'loss': 3.4319, 'grad_norm': 0.22441811859607697, 'learning_rate': 0.0003800136163950977, 'epoch': 8.67}
1471
+
1472
 
1473
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7250/11704 [1:01:39<36:45, 2.02it/s]
1474
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7251/11704 [1:01:40<36:46, 2.02it/s]
1475
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7252/11704 [1:01:40<36:46, 2.02it/s]
1476
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7253/11704 [1:01:41<36:42, 2.02it/s]
1477
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7254/11704 [1:01:41<36:42, 2.02it/s]
1478
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7255/11704 [1:01:42<36:40, 2.02it/s]
1479
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7256/11704 [1:01:42<36:42, 2.02it/s]
1480
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7257/11704 [1:01:43<36:38, 2.02it/s]
1481
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7258/11704 [1:01:43<36:39, 2.02it/s]
1482
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7259/11704 [1:01:43<36:38, 2.02it/s]
1483
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7260/11704 [1:01:44<36:38, 2.02it/s]
1484
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7261/11704 [1:01:44<36:37, 2.02it/s]
1485
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7262/11704 [1:01:45<36:38, 2.02it/s]
1486
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7263/11704 [1:01:45<36:35, 2.02it/s]
1487
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7264/11704 [1:01:46<36:37, 2.02it/s]
1488
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7265/11704 [1:01:46<36:35, 2.02it/s]
1489
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7266/11704 [1:01:47<36:40, 2.02it/s]
1490
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7267/11704 [1:01:47<36:37, 2.02it/s]
1491
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7268/11704 [1:01:48<36:39, 2.02it/s]
1492
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7269/11704 [1:01:48<36:37, 2.02it/s]
1493
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7270/11704 [1:01:49<36:36, 2.02it/s]
1494
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7271/11704 [1:01:49<36:35, 2.02it/s]
1495
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7272/11704 [1:01:50<36:33, 2.02it/s]
1496
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7273/11704 [1:01:50<36:31, 2.02it/s]
1497
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7274/11704 [1:01:51<36:30, 2.02it/s]
1498
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7275/11704 [1:01:51<36:29, 2.02it/s]{'loss': 3.431, 'grad_norm': 0.23661942780017853, 'learning_rate': 0.0003763976533012071, 'epoch': 8.7}
1499
+
1500
 
1501
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7275/11704 [1:01:51<36:29, 2.02it/s]
1502
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7276/11704 [1:01:52<36:31, 2.02it/s]
1503
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7277/11704 [1:01:52<36:33, 2.02it/s]
1504
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7278/11704 [1:01:53<36:30, 2.02it/s]
1505
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7279/11704 [1:01:53<36:29, 2.02it/s]
1506
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7280/11704 [1:01:54<36:27, 2.02it/s]
1507
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7281/11704 [1:01:54<36:25, 2.02it/s]
1508
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7282/11704 [1:01:55<36:24, 2.02it/s]
1509
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7283/11704 [1:01:55<36:22, 2.03it/s]
1510
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7284/11704 [1:01:56<36:22, 2.03it/s]
1511
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7285/11704 [1:01:56<36:21, 2.03it/s]
1512
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7286/11704 [1:01:57<36:24, 2.02it/s]
1513
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7287/11704 [1:01:57<36:22, 2.02it/s]
1514
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7288/11704 [1:01:58<36:25, 2.02it/s]
1515
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7289/11704 [1:01:58<36:22, 2.02it/s]
1516
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7290/11704 [1:01:59<36:22, 2.02it/s]
1517
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7291/11704 [1:01:59<36:20, 2.02it/s]
1518
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7292/11704 [1:02:00<36:21, 2.02it/s]
1519
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7293/11704 [1:02:00<36:17, 2.03it/s]
1520
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7294/11704 [1:02:01<36:18, 2.02it/s]
1521
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7295/11704 [1:02:01<36:17, 2.02it/s]
1522
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7296/11704 [1:02:02<36:18, 2.02it/s]
1523
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7297/11704 [1:02:02<36:18, 2.02it/s]
1524
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7298/11704 [1:02:03<36:17, 2.02it/s]
1525
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7299/11704 [1:02:03<36:19, 2.02it/s]
1526
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7300/11704 [1:02:04<36:18, 2.02it/s]{'loss': 3.4237, 'grad_norm': 0.23303642868995667, 'learning_rate': 0.00037278856247865446, 'epoch': 8.73}
1527
+
1528
 
1529
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7300/11704 [1:02:04<36:18, 2.02it/s]
1530
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7301/11704 [1:02:04<36:21, 2.02it/s]
1531
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7302/11704 [1:02:05<36:18, 2.02it/s]
1532
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7303/11704 [1:02:05<36:18, 2.02it/s]
1533
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7304/11704 [1:02:06<36:17, 2.02it/s]
1534
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7305/11704 [1:02:06<36:18, 2.02it/s]
1535
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7306/11704 [1:02:07<36:17, 2.02it/s]
1536
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7307/11704 [1:02:07<36:16, 2.02it/s]
1537
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7308/11704 [1:02:08<36:14, 2.02it/s]
1538
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7309/11704 [1:02:08<36:15, 2.02it/s]
1539
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7310/11704 [1:02:09<36:17, 2.02it/s]
1540
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7311/11704 [1:02:09<36:14, 2.02it/s]
1541
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7312/11704 [1:02:10<36:14, 2.02it/s]
1542
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7313/11704 [1:02:10<36:11, 2.02it/s]
1543
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7314/11704 [1:02:11<36:12, 2.02it/s]
1544
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7315/11704 [1:02:11<36:10, 2.02it/s]
1545
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7316/11704 [1:02:12<36:11, 2.02it/s]
1546
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7317/11704 [1:02:12<36:10, 2.02it/s]
1547
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7318/11704 [1:02:13<36:09, 2.02it/s]
1548
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7319/11704 [1:02:13<36:08, 2.02it/s]
1549
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7320/11704 [1:02:14<36:11, 2.02it/s]
1550
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7321/11704 [1:02:14<36:08, 2.02it/s]
1551
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7322/11704 [1:02:15<36:08, 2.02it/s]
1552
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7323/11704 [1:02:15<36:06, 2.02it/s]
1553
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7324/11704 [1:02:16<36:05, 2.02it/s]
1554
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7325/11704 [1:02:16<36:03, 2.02it/s]{'loss': 3.4348, 'grad_norm': 0.22636759281158447, 'learning_rate': 0.000369186544592331, 'epoch': 8.76}
1555
+
1556
 
1557
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7325/11704 [1:02:16<36:03, 2.02it/s]
1558
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7326/11704 [1:02:17<36:07, 2.02it/s]
1559
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7327/11704 [1:02:17<36:05, 2.02it/s]
1560
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7328/11704 [1:02:18<36:04, 2.02it/s]
1561
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7329/11704 [1:02:18<36:02, 2.02it/s]
1562
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7330/11704 [1:02:19<36:05, 2.02it/s]
1563
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7331/11704 [1:02:19<36:02, 2.02it/s]
1564
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7332/11704 [1:02:20<36:02, 2.02it/s]
1565
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7333/11704 [1:02:20<36:01, 2.02it/s]
1566
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7334/11704 [1:02:21<36:00, 2.02it/s]
1567
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7335/11704 [1:02:21<35:59, 2.02it/s]
1568
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7336/11704 [1:02:22<35:59, 2.02it/s]
1569
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7337/11704 [1:02:22<35:58, 2.02it/s]
1570
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7338/11704 [1:02:23<35:58, 2.02it/s]
1571
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7339/11704 [1:02:23<35:58, 2.02it/s]
1572
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7340/11704 [1:02:24<35:58, 2.02it/s]
1573
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7341/11704 [1:02:24<35:58, 2.02it/s]
1574
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7342/11704 [1:02:25<35:57, 2.02it/s]
1575
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7343/11704 [1:02:25<35:57, 2.02it/s]
1576
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7344/11704 [1:02:26<35:55, 2.02it/s]
1577
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7345/11704 [1:02:26<35:54, 2.02it/s]
1578
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7346/11704 [1:02:27<35:54, 2.02it/s]
1579
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7347/11704 [1:02:27<35:53, 2.02it/s]
1580
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7348/11704 [1:02:28<35:53, 2.02it/s]
1581
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7349/11704 [1:02:28<35:52, 2.02it/s]
1582
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7350/11704 [1:02:29<35:52, 2.02it/s]{'loss': 3.4373, 'grad_norm': 0.22749438881874084, 'learning_rate': 0.00036559179991387295, 'epoch': 8.79}
1583
+
1584
 
1585
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7350/11704 [1:02:29<35:52, 2.02it/s]
1586
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7351/11704 [1:02:29<35:52, 2.02it/s]
1587
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7352/11704 [1:02:29<35:53, 2.02it/s]
1588
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7353/11704 [1:02:30<35:52, 2.02it/s]
1589
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7354/11704 [1:02:30<35:50, 2.02it/s]
1590
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7355/11704 [1:02:31<35:50, 2.02it/s]
1591
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7356/11704 [1:02:31<35:48, 2.02it/s]
1592
  63%|οΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7357/11704 [1:02:32<35:50, 2.02it/s]
1593
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7358/11704 [1:02:32<35:49, 2.02it/s]
1594
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7359/11704 [1:02:33<35:48, 2.02it/s]
1595
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7360/11704 [1:02:33<35:46, 2.02it/s]
1596
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7361/11704 [1:02:34<35:45, 2.02it/s]
1597
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7362/11704 [1:02:34<35:46, 2.02it/s]
1598
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7363/11704 [1:02:35<35:47, 2.02it/s]
1599
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7364/11704 [1:02:35<35:47, 2.02it/s]
1600
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7365/11704 [1:02:36<35:46, 2.02it/s]
1601
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7366/11704 [1:02:36<35:45, 2.02it/s]
1602
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7367/11704 [1:02:37<35:44, 2.02it/s]
1603
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7368/11704 [1:02:37<35:42, 2.02it/s]
1604
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7369/11704 [1:02:38<35:43, 2.02it/s]
1605
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7370/11704 [1:02:38<35:42, 2.02it/s]
1606
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7371/11704 [1:02:39<35:44, 2.02it/s]
1607
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7372/11704 [1:02:39<35:42, 2.02it/s]
1608
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7373/11704 [1:02:40<35:43, 2.02it/s]
1609
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7374/11704 [1:02:40<35:43, 2.02it/s]
1610
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7375/11704 [1:02:41<35:41, 2.02it/s]{'loss': 3.4323, 'grad_norm': 0.22370922565460205, 'learning_rate': 0.0003620045283105281, 'epoch': 8.82}
1611
 
1612
+
1613
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7375/11704 [1:02:41<35:41, 2.02it/s]
1614
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7376/11704 [1:02:41<35:42, 2.02it/s]
1615
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7377/11704 [1:02:42<35:41, 2.02it/s]
1616
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7378/11704 [1:02:42<35:40, 2.02it/s]
1617
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7379/11704 [1:02:43<35:39, 2.02it/s]
1618
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7380/11704 [1:02:43<35:39, 2.02it/s]
1619
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7381/11704 [1:02:44<35:39, 2.02it/s]
1620
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7382/11704 [1:02:44<35:38, 2.02it/s]
1621
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7383/11704 [1:02:45<35:38, 2.02it/s]
1622
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7384/11704 [1:02:45<35:37, 2.02it/s]
1623
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7385/11704 [1:02:46<35:36, 2.02it/s]
1624
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7386/11704 [1:02:46<35:35, 2.02it/s]
1625
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7387/11704 [1:02:47<35:33, 2.02it/s]
1626
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7388/11704 [1:02:47<35:32, 2.02it/s]
1627
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7389/11704 [1:02:48<35:32, 2.02it/s]
1628
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7390/11704 [1:02:48<35:32, 2.02it/s]
1629
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7391/11704 [1:02:49<35:30, 2.02it/s]
1630
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7392/11704 [1:02:49<35:31, 2.02it/s]
1631
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7393/11704 [1:02:50<35:29, 2.02it/s]
1632
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7394/11704 [1:02:50<35:30, 2.02it/s]
1633
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7395/11704 [1:02:51<35:28, 2.02it/s]
1634
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7396/11704 [1:02:51<35:29, 2.02it/s]
1635
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7397/11704 [1:02:52<35:28, 2.02it/s]
1636
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7398/11704 [1:02:52<35:29, 2.02it/s]
1637
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7399/11704 [1:02:53<35:26, 2.02it/s]
1638
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7400/11704 [1:02:53<35:26, 2.02it/s]{'loss': 3.4399, 'grad_norm': 0.22380071878433228, 'learning_rate': 0.0003584249292340423, 'epoch': 8.85}
1639
+
1640
 
1641
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7400/11704 [1:02:53<35:26, 2.02it/s]
1642
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7401/11704 [1:02:54<35:27, 2.02it/s]
1643
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7402/11704 [1:02:54<35:28, 2.02it/s]
1644
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7403/11704 [1:02:55<35:25, 2.02it/s]
1645
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7404/11704 [1:02:55<35:25, 2.02it/s]
1646
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7405/11704 [1:02:56<35:23, 2.02it/s]
1647
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7406/11704 [1:02:56<35:24, 2.02it/s]
1648
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7407/11704 [1:02:57<35:23, 2.02it/s]
1649
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7408/11704 [1:02:57<35:24, 2.02it/s]
1650
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7409/11704 [1:02:58<35:23, 2.02it/s]
1651
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7410/11704 [1:02:58<35:22, 2.02it/s]
1652
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7411/11704 [1:02:59<35:22, 2.02it/s]
1653
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7412/11704 [1:02:59<35:22, 2.02it/s]
1654
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7413/11704 [1:03:00<35:21, 2.02it/s]
1655
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7414/11704 [1:03:00<35:23, 2.02it/s]
1656
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7415/11704 [1:03:01<35:21, 2.02it/s]
1657
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7416/11704 [1:03:01<35:24, 2.02it/s]
1658
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7417/11704 [1:03:02<35:22, 2.02it/s]
1659
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7418/11704 [1:03:02<35:22, 2.02it/s]
1660
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7419/11704 [1:03:03<35:20, 2.02it/s]
1661
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7420/11704 [1:03:03<35:19, 2.02it/s]
1662
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7421/11704 [1:03:04<35:17, 2.02it/s]
1663
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7422/11704 [1:03:04<35:17, 2.02it/s]
1664
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7423/11704 [1:03:05<35:15, 2.02it/s]
1665
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7424/11704 [1:03:05<35:17, 2.02it/s]
1666
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7425/11704 [1:03:06<35:15, 2.02it/s]{'loss': 3.4316, 'grad_norm': 0.2450966238975525, 'learning_rate': 0.0003548532017095696, 'epoch': 8.88}
1667
+
1668
 
1669
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7425/11704 [1:03:06<35:15, 2.02it/s]
1670
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7426/11704 [1:03:06<35:18, 2.02it/s]
1671
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7427/11704 [1:03:07<35:15, 2.02it/s]
1672
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7428/11704 [1:03:07<35:15, 2.02it/s]
1673
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7429/11704 [1:03:08<35:12, 2.02it/s]
1674
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7430/11704 [1:03:08<35:12, 2.02it/s]
1675
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7431/11704 [1:03:09<35:12, 2.02it/s]
1676
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7432/11704 [1:03:09<35:15, 2.02it/s]
1677
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7433/11704 [1:03:10<35:12, 2.02it/s]
1678
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7434/11704 [1:03:10<35:10, 2.02it/s]
1679
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7435/11704 [1:03:11<35:10, 2.02it/s]
1680
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7436/11704 [1:03:11<35:10, 2.02it/s]
1681
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7437/11704 [1:03:12<35:12, 2.02it/s]
1682
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7438/11704 [1:03:12<35:10, 2.02it/s]
1683
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7439/11704 [1:03:13<35:11, 2.02it/s]
1684
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7440/11704 [1:03:13<35:10, 2.02it/s]
1685
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7441/11704 [1:03:14<35:10, 2.02it/s]
1686
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7442/11704 [1:03:14<35:10, 2.02it/s]
1687
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7443/11704 [1:03:15<35:09, 2.02it/s]
1688
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7444/11704 [1:03:15<35:08, 2.02it/s]
1689
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7445/11704 [1:03:15<35:08, 2.02it/s]
1690
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7446/11704 [1:03:16<35:06, 2.02it/s]
1691
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7447/11704 [1:03:16<35:04, 2.02it/s]
1692
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7448/11704 [1:03:17<35:06, 2.02it/s]
1693
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7449/11704 [1:03:17<35:05, 2.02it/s]
1694
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7450/11704 [1:03:18<35:05, 2.02it/s]{'loss': 3.4375, 'grad_norm': 0.22761301696300507, 'learning_rate': 0.0003512895443246075, 'epoch': 8.91}
1695
+
1696
 
1697
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7450/11704 [1:03:18<35:05, 2.02it/s]
1698
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7451/11704 [1:03:18<35:05, 2.02it/s]
1699
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7452/11704 [1:03:19<35:05, 2.02it/s]
1700
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7453/11704 [1:03:19<35:01, 2.02it/s]
1701
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7454/11704 [1:03:20<35:01, 2.02it/s]
1702
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7455/11704 [1:03:20<34:59, 2.02it/s]
1703
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7456/11704 [1:03:21<35:00, 2.02it/s]
1704
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7457/11704 [1:03:21<34:58, 2.02it/s]
1705
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7458/11704 [1:03:22<34:58, 2.02it/s]
1706
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7459/11704 [1:03:22<34:57, 2.02it/s]
1707
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7460/11704 [1:03:23<35:00, 2.02it/s]
1708
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7461/11704 [1:03:23<34:57, 2.02it/s]
1709
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7462/11704 [1:03:24<34:58, 2.02it/s]
1710
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7463/11704 [1:03:24<34:56, 2.02it/s]
1711
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7464/11704 [1:03:25<34:54, 2.02it/s]
1712
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7465/11704 [1:03:25<34:54, 2.02it/s]
1713
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7466/11704 [1:03:26<34:53, 2.02it/s]
1714
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7467/11704 [1:03:26<34:54, 2.02it/s]
1715
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7468/11704 [1:03:27<34:55, 2.02it/s]
1716
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7469/11704 [1:03:27<34:55, 2.02it/s]
1717
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7470/11704 [1:03:28<34:58, 2.02it/s]
1718
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7471/11704 [1:03:28<34:54, 2.02it/s]
1719
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7472/11704 [1:03:29<34:55, 2.02it/s]
1720
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7473/11704 [1:03:29<34:50, 2.02it/s]
1721
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7474/11704 [1:03:30<34:50, 2.02it/s]
1722
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7475/11704 [1:03:30<34:50, 2.02it/s]{'loss': 3.4432, 'grad_norm': 0.22205999493598938, 'learning_rate': 0.000347734155217955, 'epoch': 8.94}
1723
+
1724
 
1725
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7475/11704 [1:03:30<34:50, 2.02it/s]
1726
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7476/11704 [1:03:31<34:52, 2.02it/s]
1727
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7477/11704 [1:03:31<34:50, 2.02it/s]
1728
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7478/11704 [1:03:32<34:50, 2.02it/s]
1729
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7479/11704 [1:03:32<34:48, 2.02it/s]
1730
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7480/11704 [1:03:33<34:50, 2.02it/s]
1731
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7481/11704 [1:03:33<34:48, 2.02it/s]
1732
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7482/11704 [1:03:34<34:46, 2.02it/s]
1733
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7483/11704 [1:03:34<34:44, 2.03it/s]
1734
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7484/11704 [1:03:35<34:42, 2.03it/s]
1735
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7485/11704 [1:03:35<34:43, 2.02it/s]
1736
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7486/11704 [1:03:36<34:42, 2.03it/s]
1737
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7487/11704 [1:03:36<34:43, 2.02it/s]
1738
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7488/11704 [1:03:37<34:41, 2.03it/s]
1739
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7489/11704 [1:03:37<34:41, 2.02it/s]
1740
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7490/11704 [1:03:38<34:41, 2.02it/s]
1741
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7491/11704 [1:03:38<34:41, 2.02it/s]
1742
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7492/11704 [1:03:39<34:45, 2.02it/s]
1743
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7493/11704 [1:03:39<34:42, 2.02it/s]
1744
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7494/11704 [1:03:40<34:42, 2.02it/s]
1745
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7495/11704 [1:03:40<34:41, 2.02it/s]
1746
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7496/11704 [1:03:41<34:38, 2.02it/s]
1747
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7497/11704 [1:03:41<34:38, 2.02it/s]
1748
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7498/11704 [1:03:42<34:37, 2.02it/s]
1749
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7499/11704 [1:03:42<34:37, 2.02it/s]
1750
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7500/11704 [1:03:43<34:36, 2.02it/s]{'loss': 3.4408, 'grad_norm': 0.2216581404209137, 'learning_rate': 0.0003441872320686955, 'epoch': 8.97}
1751
+
1752
 
1753
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7500/11704 [1:03:43<34:36, 2.02it/s]
1754
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7501/11704 [1:03:43<34:40, 2.02it/s]
1755
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7502/11704 [1:03:44<34:37, 2.02it/s]
1756
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7503/11704 [1:03:44<34:39, 2.02it/s]
1757
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7504/11704 [1:03:45<34:36, 2.02it/s]
1758
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7505/11704 [1:03:45<34:37, 2.02it/s]
1759
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7506/11704 [1:03:46<34:35, 2.02it/s]
1760
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7507/11704 [1:03:46<34:35, 2.02it/s]
1761
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7508/11704 [1:03:47<34:32, 2.02it/s]
1762
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7509/11704 [1:03:47<34:32, 2.02it/s]
1763
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7510/11704 [1:03:48<34:30, 2.03it/s]
1764
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7511/11704 [1:03:48<34:32, 2.02it/s]
1765
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7512/11704 [1:03:49<34:33, 2.02it/s]
1766
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7513/11704 [1:03:49<34:34, 2.02it/s]
1767
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7514/11704 [1:03:50<34:32, 2.02it/s]
1768
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7515/11704 [1:03:50<34:33, 2.02it/s]
1769
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7516/11704 [1:03:51<34:31, 2.02it/s]
1770
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7517/11704 [1:03:51<34:30, 2.02it/s]
1771
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7518/11704 [1:03:52<34:28, 2.02it/s]
1772
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7519/11704 [1:03:52<34:25, 2.03it/s]
1773
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7520/11704 [1:03:53<34:25, 2.03it/s]
1774
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7521/11704 [1:03:53<34:24, 2.03it/s]
1775
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7522/11704 [1:03:54<34:26, 2.02it/s]
1776
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7523/11704 [1:03:54<34:25, 2.02it/s]
1777
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7524/11704 [1:03:55<34:27, 2.02it/s]
1778
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7525/11704 [1:03:55<34:26, 2.02it/s]{'loss': 3.4361, 'grad_norm': 0.22303152084350586, 'learning_rate': 0.0003406489720852072, 'epoch': 9.0}
1779
+
1780
 
1781
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7525/11704 [1:03:55<34:26, 2.02it/s]
1782
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7526/11704 [1:03:56<34:29, 2.02it/s]
1783
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7527/11704 [1:03:56<34:25, 2.02it/s]
1784
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7528/11704 [1:03:57<35:19, 1.97it/s]
1785
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7529/11704 [1:04:09<4:46:55, 4.12s/it]
1786
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7530/11704 [1:04:10<3:31:10, 3.04s/it]
1787
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7531/11704 [1:04:10<2:38:07, 2.27s/it]
1788
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7532/11704 [1:04:11<2:01:09, 1.74s/it]
1789
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7533/11704 [1:04:11<1:35:16, 1.37s/it]
1790
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7534/11704 [1:04:12<1:17:02, 1.11s/it]
1791
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7535/11704 [1:04:12<1:04:13, 1.08it/s]
1792
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7536/11704 [1:04:13<55:18, 1.26it/s]
1793
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7537/11704 [1:04:13<49:01, 1.42it/s]
1794
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7538/11704 [1:04:14<44:41, 1.55it/s]
1795
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7539/11704 [1:04:14<41:38, 1.67it/s]
1796
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7540/11704 [1:04:15<39:25, 1.76it/s]
1797
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7541/11704 [1:04:15<37:53, 1.83it/s]
1798
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7542/11704 [1:04:16<36:50, 1.88it/s]
1799
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7543/11704 [1:04:16<36:04, 1.92it/s]
1800
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7544/11704 [1:04:17<35:30, 1.95it/s]
1801
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7545/11704 [1:04:17<35:06, 1.97it/s]
1802
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7546/11704 [1:04:18<34:49, 1.99it/s]
1803
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7547/11704 [1:04:18<34:38, 2.00it/s]
1804
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7548/11704 [1:04:19<34:29, 2.01it/s]
1805
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7549/11704 [1:04:19<34:22, 2.01it/s]
1806
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7550/11704 [1:04:20<34:21, 2.02it/s]
1807
  {'loss': 3.3287, 'grad_norm': 0.23561598360538483, 'learning_rate': 0.0003371195719941973, 'epoch': 9.03}
1808
+
1809
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7550/11704 [1:04:20<34:21, 2.02it/s]
1810
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7551/11704 [1:04:20<34:20, 2.02it/s]
1811
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7552/11704 [1:04:21<34:15, 2.02it/s]
1812
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7553/11704 [1:04:21<34:14, 2.02it/s]
1813
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7554/11704 [1:04:22<34:13, 2.02it/s]
1814
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7555/11704 [1:04:22<34:14, 2.02it/s]
1815
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7556/11704 [1:04:23<34:12, 2.02it/s]
1816
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7557/11704 [1:04:23<34:09, 2.02it/s]