Tristan commited on
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694c1b0
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Training in progress, epoch 11

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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7575/10682 [1:09:53<27:49, 1.86it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7576/10682 [1:09:53<27:09, 1.91it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7577/10682 [1:09:54<26:41, 1.94it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7578/10682 [1:09:54<26:20, 1.96it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7579/10682 [1:09:55<26:07, 1.98it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7580/10682 [1:09:55<25:55, 1.99it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7581/10682 [1:09:56<25:48, 2.00it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7582/10682 [1:09:56<25:43, 2.01it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7583/10682 [1:09:57<25:40, 2.01it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7584/10682 [1:09:57<25:37, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7585/10682 [1:09:58<25:34, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7586/10682 [1:09:58<25:33, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7587/10682 [1:09:59<25:30, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7588/10682 [1:09:59<25:30, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7589/10682 [1:10:00<25:28, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7590/10682 [1:10:00<25:29, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7591/10682 [1:10:01<25:28, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7592/10682 [1:10:01<25:28, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7593/10682 [1:10:02<25:27, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7594/10682 [1:10:02<25:26, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7595/10682 [1:10:03<25:24, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7596/10682 [1:10:03<25:24, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7597/10682 [1:10:04<25:24, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7598/10682 [1:10:04<25:21, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7599/10682 [1:10:05<25:23, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7600/10682 [1:10:05<25:20, 2.03it/s]{'loss': 2.9745, 'grad_norm': 0.24363452196121216, 'learning_rate': 0.00023289281143540065, 'epoch': 9.96}
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7600/10682 [1:10:05<25:20, 2.03it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7601/10682 [1:10:06<25:24, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7602/10682 [1:10:06<25:23, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7603/10682 [1:10:07<25:23, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7604/10682 [1:10:07<25:23, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7605/10682 [1:10:08<25:22, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7606/10682 [1:10:08<25:22, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7608/10682 [1:10:09<25:20, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7609/10682 [1:10:10<25:19, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7610/10682 [1:10:10<25:20, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7611/10682 [1:10:11<25:19, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7612/10682 [1:10:11<25:17, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7613/10682 [1:10:12<25:17, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7614/10682 [1:10:12<25:15, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7619/10682 [1:10:15<25:14, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7620/10682 [1:10:15<25:12, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7625/10682 [1:10:18<25:12, 2.02it/s]
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  {'loss': 2.9725, 'grad_norm': 0.23881086707115173, 'learning_rate': 0.00022944844326774121, 'epoch': 9.99}
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7625/10682 [1:10:18<25:12, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7626/10682 [1:10:18<25:11, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7627/10682 [1:10:19<25:11, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7628/10682 [1:10:19<25:10, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7629/10682 [1:10:20<25:10, 2.02it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7630/10682 [1:10:20<24:52, 2.05it/s]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7631/10682 [1:10:32<3:25:31, 4.04s/it]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7632/10682 [1:10:33<2:31:22, 2.98s/it]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7633/10682 [1:10:33<1:53:26, 2.23s/it]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7634/10682 [1:10:34<1:27:02, 1.71s/it]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7635/10682 [1:10:34<1:08:32, 1.35s/it]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7636/10682 [1:10:35<55:29, 1.09s/it]
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  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7637/10682 [1:10:35<46:26, 1.09it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7638/10682 [1:10:36<40:07, 1.26it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7639/10682 [1:10:36<35:36, 1.42it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7640/10682 [1:10:37<32:30, 1.56it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7641/10682 [1:10:37<30:15, 1.67it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7642/10682 [1:10:38<28:43, 1.76it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7644/10682 [1:10:39<26:52, 1.88it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7645/10682 [1:10:39<26:22, 1.92it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7646/10682 [1:10:40<25:58, 1.95it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7647/10682 [1:10:40<25:44, 1.96it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7648/10682 [1:10:41<25:34, 1.98it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7650/10682 [1:10:42<25:18, 2.00it/s]{'loss': 2.8655, 'grad_norm': 0.2524799108505249, 'learning_rate': 0.00022602213475715589, 'epoch': 10.03}
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7650/10682 [1:10:42<25:18, 2.00it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7651/10682 [1:10:42<25:20, 1.99it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7652/10682 [1:10:43<25:13, 2.00it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7653/10682 [1:10:43<27:12, 1.86it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7655/10682 [1:10:44<26:02, 1.94it/s]
 
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7650/10682 [1:10:42<25:18, 2.00it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7651/10682 [1:10:42<25:20, 1.99it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7653/10682 [1:10:43<27:12, 1.86it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7654/10682 [1:10:44<26:30, 1.90it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7655/10682 [1:10:44<26:02, 1.94it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7656/10682 [1:10:45<25:42, 1.96it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7657/10682 [1:10:45<25:27, 1.98it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7658/10682 [1:10:46<25:19, 1.99it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7659/10682 [1:10:46<25:11, 2.00it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7660/10682 [1:10:47<25:06, 2.01it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7661/10682 [1:10:47<25:03, 2.01it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7662/10682 [1:10:48<24:59, 2.01it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7663/10682 [1:10:48<24:57, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7664/10682 [1:10:49<24:55, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7665/10682 [1:10:49<24:52, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7666/10682 [1:10:50<24:51, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7667/10682 [1:10:50<24:50, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7673/10682 [1:10:53<24:49, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7677/10682 [1:10:55<24:48, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7679/10682 [1:10:56<24:47, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7680/10682 [1:10:57<24:47, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7681/10682 [1:10:57<24:44, 2.02it/s]
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  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7683/10682 [1:10:58<24:46, 2.02it/s]
496
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7684/10682 [1:10:59<24:46, 2.02it/s]
497
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7685/10682 [1:10:59<24:47, 2.01it/s]
498
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7686/10682 [1:11:00<24:45, 2.02it/s]
499
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7687/10682 [1:11:00<24:43, 2.02it/s]
500
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7688/10682 [1:11:01<24:42, 2.02it/s]
501
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7689/10682 [1:11:01<24:42, 2.02it/s]
502
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7690/10682 [1:11:02<24:41, 2.02it/s]
503
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7691/10682 [1:11:02<24:40, 2.02it/s]
504
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7692/10682 [1:11:03<24:40, 2.02it/s]
505
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7693/10682 [1:11:03<24:39, 2.02it/s]
506
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7694/10682 [1:11:04<24:38, 2.02it/s]
507
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7695/10682 [1:11:04<24:36, 2.02it/s]
508
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7696/10682 [1:11:05<24:36, 2.02it/s]
509
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7697/10682 [1:11:05<24:36, 2.02it/s]
510
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7698/10682 [1:11:06<24:35, 2.02it/s]
511
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7699/10682 [1:11:06<24:33, 2.02it/s]
512
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7700/10682 [1:11:07<24:33, 2.02it/s]
513
 
 
514
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7700/10682 [1:11:07<24:33, 2.02it/s]
515
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7701/10682 [1:11:07<24:34, 2.02it/s]
516
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7702/10682 [1:11:08<24:34, 2.02it/s]
517
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7703/10682 [1:11:08<24:32, 2.02it/s]
518
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7704/10682 [1:11:09<24:34, 2.02it/s]
519
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7705/10682 [1:11:09<24:33, 2.02it/s]
520
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7706/10682 [1:11:10<24:33, 2.02it/s]
521
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7707/10682 [1:11:10<24:30, 2.02it/s]
522
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7708/10682 [1:11:11<24:30, 2.02it/s]
523
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7709/10682 [1:11:11<24:28, 2.02it/s]
524
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7710/10682 [1:11:12<24:28, 2.02it/s]
525
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7711/10682 [1:11:12<24:28, 2.02it/s]
526
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7712/10682 [1:11:13<24:27, 2.02it/s]
527
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7713/10682 [1:11:13<24:28, 2.02it/s]
528
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7714/10682 [1:11:14<24:25, 2.02it/s]
529
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7715/10682 [1:11:14<24:27, 2.02it/s]
530
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7716/10682 [1:11:15<24:27, 2.02it/s]
531
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7717/10682 [1:11:15<24:28, 2.02it/s]
532
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7718/10682 [1:11:16<24:27, 2.02it/s]
533
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7719/10682 [1:11:16<24:28, 2.02it/s]
534
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7720/10682 [1:11:17<24:27, 2.02it/s]
535
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7721/10682 [1:11:17<24:26, 2.02it/s]
536
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7722/10682 [1:11:18<24:24, 2.02it/s]
537
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7723/10682 [1:11:18<24:22, 2.02it/s]
538
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7724/10682 [1:11:19<24:22, 2.02it/s]
539
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7725/10682 [1:11:19<24:20, 2.02it/s]
540
 
 
541
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7725/10682 [1:11:19<24:20, 2.02it/s]
542
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7726/10682 [1:11:20<24:23, 2.02it/s]
543
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7727/10682 [1:11:20<24:21, 2.02it/s]
544
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7728/10682 [1:11:21<24:21, 2.02it/s]
545
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7729/10682 [1:11:21<24:19, 2.02it/s]
546
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7730/10682 [1:11:22<24:21, 2.02it/s]
547
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7731/10682 [1:11:22<24:20, 2.02it/s]
548
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7732/10682 [1:11:23<24:20, 2.02it/s]
549
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7733/10682 [1:11:23<24:17, 2.02it/s]
550
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7734/10682 [1:11:24<24:17, 2.02it/s]
551
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7735/10682 [1:11:24<24:16, 2.02it/s]
552
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7736/10682 [1:11:24<24:17, 2.02it/s]
553
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7737/10682 [1:11:25<24:15, 2.02it/s]
554
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7738/10682 [1:11:25<24:16, 2.02it/s]
555
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7739/10682 [1:11:26<24:15, 2.02it/s]
556
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7740/10682 [1:11:26<24:16, 2.02it/s]
557
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7741/10682 [1:11:27<24:15, 2.02it/s]
558
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7742/10682 [1:11:27<24:15, 2.02it/s]
559
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7743/10682 [1:11:28<24:13, 2.02it/s]
560
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7744/10682 [1:11:28<24:14, 2.02it/s]
561
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7745/10682 [1:11:29<24:13, 2.02it/s]
562
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7746/10682 [1:11:29<24:13, 2.02it/s]
563
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7747/10682 [1:11:30<24:12, 2.02it/s]
564
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7748/10682 [1:11:30<24:12, 2.02it/s]
565
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7749/10682 [1:11:31<24:10, 2.02it/s]
566
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7750/10682 [1:11:31<24:11, 2.02it/s]
567
  {'loss': 2.8612, 'grad_norm': 0.24724432826042175, 'learning_rate': 0.00021250205309110155, 'epoch': 10.16}
 
568
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7750/10682 [1:11:31<24:11, 2.02it/s]
569
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7751/10682 [1:11:32<24:12, 2.02it/s]
570
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7752/10682 [1:11:32<24:10, 2.02it/s]
571
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7753/10682 [1:11:33<24:10, 2.02it/s]
572
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7754/10682 [1:11:33<24:08, 2.02it/s]
573
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7755/10682 [1:11:34<24:07, 2.02it/s]
574
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7756/10682 [1:11:34<24:07, 2.02it/s]
575
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7757/10682 [1:11:35<24:06, 2.02it/s]
576
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7758/10682 [1:11:35<24:06, 2.02it/s]
577
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7759/10682 [1:11:36<24:05, 2.02it/s]
578
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7760/10682 [1:11:36<24:04, 2.02it/s]
579
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7761/10682 [1:11:37<24:04, 2.02it/s]
580
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7762/10682 [1:11:37<24:02, 2.02it/s]
581
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7763/10682 [1:11:38<24:03, 2.02it/s]
582
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7764/10682 [1:11:38<24:03, 2.02it/s]
583
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7765/10682 [1:11:39<24:03, 2.02it/s]
584
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7766/10682 [1:11:39<24:02, 2.02it/s]
585
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7767/10682 [1:11:40<24:02, 2.02it/s]
586
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7768/10682 [1:11:40<24:01, 2.02it/s]
587
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7769/10682 [1:11:41<24:00, 2.02it/s]
588
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7770/10682 [1:11:41<23:59, 2.02it/s]
589
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7771/10682 [1:11:42<23:59, 2.02it/s]
590
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7772/10682 [1:11:42<23:58, 2.02it/s]
591
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7773/10682 [1:11:43<23:57, 2.02it/s]
592
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7774/10682 [1:11:43<23:59, 2.02it/s]
593
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7775/10682 [1:11:44<23:58, 2.02it/s]{'loss': 2.8622, 'grad_norm': 0.2527807056903839, 'learning_rate': 0.00020916944887928359, 'epoch': 10.19}
 
594
 
595
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7775/10682 [1:11:44<23:58, 2.02it/s]
596
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7776/10682 [1:11:44<23:59, 2.02it/s]
597
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7777/10682 [1:11:45<24:00, 2.02it/s]
598
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7778/10682 [1:11:45<23:58, 2.02it/s]
599
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7779/10682 [1:11:46<23:59, 2.02it/s]
600
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7780/10682 [1:11:46<23:58, 2.02it/s]
601
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7781/10682 [1:11:47<23:58, 2.02it/s]
602
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7782/10682 [1:11:47<23:56, 2.02it/s]
603
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7783/10682 [1:11:48<23:55, 2.02it/s]
604
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7784/10682 [1:11:48<23:54, 2.02it/s]
605
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7785/10682 [1:11:49<23:54, 2.02it/s]
606
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7786/10682 [1:11:49<23:52, 2.02it/s]
607
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7787/10682 [1:11:50<23:52, 2.02it/s]
608
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7788/10682 [1:11:50<23:51, 2.02it/s]
609
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7789/10682 [1:11:51<23:50, 2.02it/s]
610
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7790/10682 [1:11:51<23:54, 2.02it/s]
611
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7791/10682 [1:11:52<23:51, 2.02it/s]
612
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7792/10682 [1:11:52<23:50, 2.02it/s]
613
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7793/10682 [1:11:53<23:49, 2.02it/s]
614
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7794/10682 [1:11:53<23:48, 2.02it/s]
615
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7795/10682 [1:11:54<23:48, 2.02it/s]
616
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7796/10682 [1:11:54<23:46, 2.02it/s]
617
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7797/10682 [1:11:55<23:46, 2.02it/s]
618
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7798/10682 [1:11:55<23:47, 2.02it/s]
619
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7799/10682 [1:11:56<23:47, 2.02it/s]
620
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7800/10682 [1:11:56<23:45, 2.02it/s]
621
  {'loss': 2.8737, 'grad_norm': 0.24947026371955872, 'learning_rate': 0.00020585625797294927, 'epoch': 10.22}
 
622
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7800/10682 [1:11:56<23:45, 2.02it/s]
623
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7801/10682 [1:11:57<23:48, 2.02it/s]
624
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7802/10682 [1:11:57<23:47, 2.02it/s]
625
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7803/10682 [1:11:58<23:46, 2.02it/s]
626
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7804/10682 [1:11:58<23:43, 2.02it/s]
627
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7805/10682 [1:11:59<23:45, 2.02it/s]
628
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7806/10682 [1:11:59<23:41, 2.02it/s]
629
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7807/10682 [1:12:00<23:42, 2.02it/s]
630
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7808/10682 [1:12:00<23:40, 2.02it/s]
631
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7809/10682 [1:12:01<23:40, 2.02it/s]
632
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7810/10682 [1:12:01<23:40, 2.02it/s]
633
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7811/10682 [1:12:02<23:40, 2.02it/s]
634
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7812/10682 [1:12:02<23:38, 2.02it/s]
635
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7813/10682 [1:12:03<23:39, 2.02it/s]
636
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7814/10682 [1:12:03<23:37, 2.02it/s]
637
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7815/10682 [1:12:04<23:37, 2.02it/s]
638
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7816/10682 [1:12:04<23:37, 2.02it/s]
639
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7817/10682 [1:12:05<23:35, 2.02it/s]
640
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7818/10682 [1:12:05<23:35, 2.02it/s]
641
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7819/10682 [1:12:06<23:35, 2.02it/s]
642
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7820/10682 [1:12:06<23:35, 2.02it/s]
643
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7821/10682 [1:12:07<23:36, 2.02it/s]
644
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7822/10682 [1:12:07<23:35, 2.02it/s]
645
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7823/10682 [1:12:08<23:34, 2.02it/s]
646
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7824/10682 [1:12:08<23:34, 2.02it/s]
647
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7825/10682 [1:12:09<23:32, 2.02it/s]
648
  {'loss': 2.8657, 'grad_norm': 0.2530911862850189, 'learning_rate': 0.00020256270153176371, 'epoch': 10.26}
 
649
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7825/10682 [1:12:09<23:32, 2.02it/s]
650
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7826/10682 [1:12:09<23:33, 2.02it/s]
651
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7827/10682 [1:12:10<23:31, 2.02it/s]
652
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7828/10682 [1:12:10<23:32, 2.02it/s]
653
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7829/10682 [1:12:11<23:30, 2.02it/s]
654
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7830/10682 [1:12:11<23:30, 2.02it/s]
655
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7831/10682 [1:12:11<23:29, 2.02it/s]
656
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7832/10682 [1:12:12<23:31, 2.02it/s]
657
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7833/10682 [1:12:12<23:30, 2.02it/s]
658
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7834/10682 [1:12:13<23:29, 2.02it/s]
659
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7835/10682 [1:12:13<23:29, 2.02it/s]
660
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7836/10682 [1:12:14<23:27, 2.02it/s]
661
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7837/10682 [1:12:14<23:27, 2.02it/s]
662
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7838/10682 [1:12:15<23:26, 2.02it/s]
663
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7839/10682 [1:12:15<23:25, 2.02it/s]
664
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7840/10682 [1:12:16<23:25, 2.02it/s]
665
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7841/10682 [1:12:16<23:23, 2.02it/s]
666
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7842/10682 [1:12:17<23:24, 2.02it/s]
667
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7843/10682 [1:12:17<23:22, 2.02it/s]
668
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7844/10682 [1:12:18<23:24, 2.02it/s]
669
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7845/10682 [1:12:18<23:23, 2.02it/s]
670
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7846/10682 [1:12:19<23:23, 2.02it/s]
671
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7847/10682 [1:12:19<23:22, 2.02it/s]
672
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7848/10682 [1:12:20<23:23, 2.02it/s]
673
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7849/10682 [1:12:20<23:21, 2.02it/s]
674
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7850/10682 [1:12:21<23:21, 2.02it/s]
675
 
 
676
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7850/10682 [1:12:21<23:21, 2.02it/s]
677
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7851/10682 [1:12:21<23:22, 2.02it/s]
678
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7852/10682 [1:12:22<23:19, 2.02it/s]
679
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7853/10682 [1:12:22<23:20, 2.02it/s]
680
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7854/10682 [1:12:23<23:18, 2.02it/s]
681
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7855/10682 [1:12:23<23:18, 2.02it/s]
682
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7856/10682 [1:12:24<23:17, 2.02it/s]
683
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7857/10682 [1:12:24<23:18, 2.02it/s]
684
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7858/10682 [1:12:25<23:17, 2.02it/s]
685
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7859/10682 [1:12:25<23:16, 2.02it/s]
686
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7860/10682 [1:12:26<23:16, 2.02it/s]
687
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7861/10682 [1:12:26<23:14, 2.02it/s]
688
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7862/10682 [1:12:27<23:15, 2.02it/s]
689
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7863/10682 [1:12:27<23:14, 2.02it/s]
690
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7864/10682 [1:12:28<23:16, 2.02it/s]
691
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7865/10682 [1:12:28<23:13, 2.02it/s]
692
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7866/10682 [1:12:29<23:13, 2.02it/s]
693
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7867/10682 [1:12:29<23:12, 2.02it/s]
694
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7868/10682 [1:12:30<23:13, 2.02it/s]
695
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7869/10682 [1:12:30<23:11, 2.02it/s]
696
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7870/10682 [1:12:31<23:11, 2.02it/s]
697
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7871/10682 [1:12:31<23:10, 2.02it/s]
698
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7872/10682 [1:12:32<23:10, 2.02it/s]
699
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7873/10682 [1:12:32<23:09, 2.02it/s]
700
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7874/10682 [1:12:33<23:10, 2.02it/s]
701
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7875/10682 [1:12:33<23:09, 2.02it/s]
702
  {'loss': 2.8799, 'grad_norm': 0.26851731538772583, 'learning_rate': 0.00019603537011569566, 'epoch': 10.32}
 
703
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7875/10682 [1:12:33<23:09, 2.02it/s]
704
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7876/10682 [1:12:34<23:09, 2.02it/s]
705
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7877/10682 [1:12:34<23:09, 2.02it/s]
706
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7878/10682 [1:12:35<23:07, 2.02it/s]
707
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7879/10682 [1:12:35<23:08, 2.02it/s]
708
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7880/10682 [1:12:36<23:06, 2.02it/s]
709
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7881/10682 [1:12:36<23:04, 2.02it/s]
710
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7882/10682 [1:12:37<23:03, 2.02it/s]
711
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7883/10682 [1:12:37<23:03, 2.02it/s]
712
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7884/10682 [1:12:38<23:03, 2.02it/s]
713
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7885/10682 [1:12:38<23:04, 2.02it/s]
714
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7886/10682 [1:12:39<23:02, 2.02it/s]
715
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7887/10682 [1:12:39<23:02, 2.02it/s]
716
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7888/10682 [1:12:40<23:01, 2.02it/s]
717
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7889/10682 [1:12:40<23:02, 2.02it/s]
718
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7890/10682 [1:12:41<23:01, 2.02it/s]
719
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7891/10682 [1:12:41<23:01, 2.02it/s]
720
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7892/10682 [1:12:42<22:59, 2.02it/s]
721
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7893/10682 [1:12:42<23:00, 2.02it/s]
722
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7894/10682 [1:12:43<22:58, 2.02it/s]
723
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7895/10682 [1:12:43<22:59, 2.02it/s]
724
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7896/10682 [1:12:44<22:56, 2.02it/s]
725
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7897/10682 [1:12:44<22:57, 2.02it/s]
726
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7898/10682 [1:12:45<22:55, 2.02it/s]
727
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7899/10682 [1:12:45<22:56, 2.02it/s]
728
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7900/10682 [1:12:46<22:55, 2.02it/s]
729
  {'loss': 2.8842, 'grad_norm': 0.24814572930335999, 'learning_rate': 0.0001928020308484042, 'epoch': 10.35}
 
730
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7900/10682 [1:12:46<22:55, 2.02it/s]
731
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7901/10682 [1:12:46<22:57, 2.02it/s]
732
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7902/10682 [1:12:47<22:54, 2.02it/s]
733
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7903/10682 [1:12:47<22:56, 2.02it/s]
734
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7904/10682 [1:12:48<22:53, 2.02it/s]
735
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7905/10682 [1:12:48<22:54, 2.02it/s]
736
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7906/10682 [1:12:49<22:53, 2.02it/s]
737
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7907/10682 [1:12:49<22:53, 2.02it/s]
738
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7908/10682 [1:12:50<22:51, 2.02it/s]
739
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7909/10682 [1:12:50<22:53, 2.02it/s]
740
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7910/10682 [1:12:51<22:51, 2.02it/s]
741
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7911/10682 [1:12:51<22:51, 2.02it/s]
742
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7912/10682 [1:12:52<22:49, 2.02it/s]
743
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7913/10682 [1:12:52<22:50, 2.02it/s]
744
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7914/10682 [1:12:53<22:48, 2.02it/s]
745
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7915/10682 [1:12:53<22:48, 2.02it/s]
746
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7916/10682 [1:12:54<22:47, 2.02it/s]
747
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7917/10682 [1:12:54<22:48, 2.02it/s]
748
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7918/10682 [1:12:55<22:46, 2.02it/s]
749
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7919/10682 [1:12:55<22:48, 2.02it/s]
750
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7920/10682 [1:12:56<22:45, 2.02it/s]
751
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7921/10682 [1:12:56<22:45, 2.02it/s]
752
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7922/10682 [1:12:57<22:44, 2.02it/s]
753
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7923/10682 [1:12:57<22:45, 2.02it/s]
754
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7924/10682 [1:12:58<22:45, 2.02it/s]
755
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7925/10682 [1:12:58<22:45, 2.02it/s]
756
  {'loss': 2.8778, 'grad_norm': 0.24965329468250275, 'learning_rate': 0.00018958919743235897, 'epoch': 10.39}
 
757
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7925/10682 [1:12:58<22:45, 2.02it/s]
758
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7926/10682 [1:12:59<22:47, 2.02it/s]
759
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7927/10682 [1:12:59<22:44, 2.02it/s]
760
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7928/10682 [1:12:59<22:44, 2.02it/s]
761
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7929/10682 [1:13:00<22:43, 2.02it/s]
762
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7930/10682 [1:13:00<22:42, 2.02it/s]
763
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7931/10682 [1:13:01<22:41, 2.02it/s]
764
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7932/10682 [1:13:01<22:40, 2.02it/s]
765
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7933/10682 [1:13:02<22:39, 2.02it/s]
766
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7934/10682 [1:13:02<22:38, 2.02it/s]
767
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7935/10682 [1:13:03<22:39, 2.02it/s]
768
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7936/10682 [1:13:03<22:38, 2.02it/s]
769
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7937/10682 [1:13:04<22:39, 2.02it/s]
770
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7938/10682 [1:13:04<22:37, 2.02it/s]
771
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7939/10682 [1:13:05<22:37, 2.02it/s]
772
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7940/10682 [1:13:05<22:36, 2.02it/s]
773
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7941/10682 [1:13:06<22:37, 2.02it/s]
774
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7942/10682 [1:13:06<22:35, 2.02it/s]
775
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7943/10682 [1:13:07<22:36, 2.02it/s]
776
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7944/10682 [1:13:07<22:35, 2.02it/s]
777
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7945/10682 [1:13:08<22:35, 2.02it/s]
778
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7946/10682 [1:13:08<22:34, 2.02it/s]
779
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7947/10682 [1:13:09<22:33, 2.02it/s]
780
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7948/10682 [1:13:09<22:32, 2.02it/s]
781
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7949/10682 [1:13:10<22:32, 2.02it/s]
782
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7950/10682 [1:13:10<22:30, 2.02it/s]
783
  {'loss': 2.8803, 'grad_norm': 0.24981389939785004, 'learning_rate': 0.0001863970843282357, 'epoch': 10.42}
 
784
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7950/10682 [1:13:10<22:30, 2.02it/s]
785
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7951/10682 [1:13:11<22:33, 2.02it/s]
786
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7952/10682 [1:13:11<22:31, 2.02it/s]
787
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7953/10682 [1:13:12<22:32, 2.02it/s]
788
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7954/10682 [1:13:12<22:31, 2.02it/s]
789
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7955/10682 [1:13:13<22:31, 2.02it/s]
790
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7956/10682 [1:13:13<22:29, 2.02it/s]
791
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7957/10682 [1:13:14<22:29, 2.02it/s]
792
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7958/10682 [1:13:14<22:27, 2.02it/s]
793
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7959/10682 [1:13:15<22:27, 2.02it/s]
794
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7960/10682 [1:13:15<22:25, 2.02it/s]
795
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7961/10682 [1:13:16<22:27, 2.02it/s]
796
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7962/10682 [1:13:16<22:27, 2.02it/s]
797
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7963/10682 [1:13:17<22:26, 2.02it/s]
798
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7964/10682 [1:13:17<22:26, 2.02it/s]
799
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7965/10682 [1:13:18<22:24, 2.02it/s]
800
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7966/10682 [1:13:18<22:23, 2.02it/s]
801
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7967/10682 [1:13:19<22:23, 2.02it/s]
802
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7968/10682 [1:13:19<22:24, 2.02it/s]
803
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7969/10682 [1:13:20<22:22, 2.02it/s]
804
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7970/10682 [1:13:20<22:21, 2.02it/s]
805
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7971/10682 [1:13:21<22:20, 2.02it/s]
806
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7972/10682 [1:13:21<22:20, 2.02it/s]
807
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7973/10682 [1:13:22<22:20, 2.02it/s]
808
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7974/10682 [1:13:22<22:21, 2.02it/s]
809
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7975/10682 [1:13:23<22:19, 2.02it/s]
810
 
 
811
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7975/10682 [1:13:23<22:19, 2.02it/s]
812
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7976/10682 [1:13:23<22:23, 2.01it/s]
813
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7977/10682 [1:13:24<22:20, 2.02it/s]
814
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7978/10682 [1:13:24<22:20, 2.02it/s]
815
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7979/10682 [1:13:25<22:18, 2.02it/s]
816
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7980/10682 [1:13:25<22:19, 2.02it/s]
817
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7981/10682 [1:13:26<22:17, 2.02it/s]
818
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7982/10682 [1:13:26<22:17, 2.02it/s]
819
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7983/10682 [1:13:27<22:15, 2.02it/s]
820
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7984/10682 [1:13:27<22:15, 2.02it/s]
821
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7985/10682 [1:13:28<22:14, 2.02it/s]
822
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7986/10682 [1:13:28<22:14, 2.02it/s]
823
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7987/10682 [1:13:29<22:14, 2.02it/s]
824
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7988/10682 [1:13:29<22:13, 2.02it/s]
825
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7989/10682 [1:13:30<22:13, 2.02it/s]
826
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7990/10682 [1:13:30<22:12, 2.02it/s]
827
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7991/10682 [1:13:31<22:13, 2.02it/s]
828
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7992/10682 [1:13:31<22:11, 2.02it/s]
829
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7993/10682 [1:13:32<22:11, 2.02it/s]
830
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7994/10682 [1:13:32<22:09, 2.02it/s]
831
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7995/10682 [1:13:33<22:10, 2.02it/s]
832
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7996/10682 [1:13:33<22:10, 2.02it/s]
833
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7997/10682 [1:13:34<22:10, 2.02it/s]
834
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7998/10682 [1:13:34<22:08, 2.02it/s]
835
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7999/10682 [1:13:35<22:08, 2.02it/s]
836
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8000/10682 [1:13:35<22:06, 2.02it/s]
837
  {'loss': 2.8918, 'grad_norm': 0.24982097744941711, 'learning_rate': 0.00018007586996870206, 'epoch': 10.48}
 
838
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8000/10682 [1:13:35<22:06, 2.02it/s]
839
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8001/10682 [1:13:36<22:09, 2.02it/s]
840
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8002/10682 [1:13:36<22:07, 2.02it/s]
841
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8003/10682 [1:13:37<22:06, 2.02it/s]
842
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8004/10682 [1:13:37<22:05, 2.02it/s]
843
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8005/10682 [1:13:38<22:05, 2.02it/s]
844
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8006/10682 [1:13:38<22:04, 2.02it/s]
845
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8007/10682 [1:13:39<22:04, 2.02it/s]
846
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8008/10682 [1:13:39<22:03, 2.02it/s]
847
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8009/10682 [1:13:40<22:03, 2.02it/s]
848
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8010/10682 [1:13:40<22:01, 2.02it/s]
849
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8011/10682 [1:13:41<22:01, 2.02it/s]
850
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8012/10682 [1:13:41<22:00, 2.02it/s]
851
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8013/10682 [1:13:42<22:01, 2.02it/s]
852
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8014/10682 [1:13:42<21:59, 2.02it/s]
853
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8015/10682 [1:13:43<22:00, 2.02it/s]
854
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8016/10682 [1:13:43<21:58, 2.02it/s]
855
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8017/10682 [1:13:44<21:58, 2.02it/s]
856
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8018/10682 [1:13:44<21:56, 2.02it/s]
857
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8019/10682 [1:13:45<21:58, 2.02it/s]
858
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8020/10682 [1:13:45<21:55, 2.02it/s]
859
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8021/10682 [1:13:46<21:56, 2.02it/s]
860
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8022/10682 [1:13:46<21:55, 2.02it/s]
861
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8023/10682 [1:13:47<21:55, 2.02it/s]
862
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8024/10682 [1:13:47<21:54, 2.02it/s]
863
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8025/10682 [1:13:48<21:54, 2.02it/s]{'loss': 2.9015, 'grad_norm': 0.2518491744995117, 'learning_rate': 0.00017694719066230924, 'epoch': 10.52}
864
 
 
865
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8025/10682 [1:13:48<21:54, 2.02it/s]
866
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8026/10682 [1:13:48<21:54, 2.02it/s]
867
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8027/10682 [1:13:48<21:54, 2.02it/s]
868
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8028/10682 [1:13:49<21:51, 2.02it/s]
869
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8029/10682 [1:13:49<21:52, 2.02it/s]
870
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8030/10682 [1:13:50<21:50, 2.02it/s]
871
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8031/10682 [1:13:50<21:51, 2.02it/s]
872
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8032/10682 [1:13:51<21:51, 2.02it/s]
873
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8033/10682 [1:13:51<21:51, 2.02it/s]
874
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8034/10682 [1:13:52<21:50, 2.02it/s]
875
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8035/10682 [1:13:52<21:50, 2.02it/s]
876
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8036/10682 [1:13:53<21:48, 2.02it/s]
877
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8037/10682 [1:13:53<21:48, 2.02it/s]
878
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8038/10682 [1:13:54<21:46, 2.02it/s]
879
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8039/10682 [1:13:54<21:47, 2.02it/s]
880
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8040/10682 [1:13:55<21:46, 2.02it/s]
881
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8041/10682 [1:13:55<21:46, 2.02it/s]
882
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8042/10682 [1:13:56<21:45, 2.02it/s]
883
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8043/10682 [1:13:56<21:46, 2.02it/s]
884
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8044/10682 [1:13:57<21:43, 2.02it/s]
885
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8045/10682 [1:13:57<21:44, 2.02it/s]
886
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8046/10682 [1:13:58<21:43, 2.02it/s]
887
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8047/10682 [1:13:58<21:43, 2.02it/s]
888
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8048/10682 [1:13:59<21:42, 2.02it/s]
889
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8049/10682 [1:13:59<21:42, 2.02it/s]
890
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8050/10682 [1:14:00<21:40, 2.02it/s]
891
  {'loss': 2.8929, 'grad_norm': 0.24705103039741516, 'learning_rate': 0.00017384007553770858, 'epoch': 10.55}
 
892
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8050/10682 [1:14:00<21:40, 2.02it/s]
893
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8051/10682 [1:14:00<21:42, 2.02it/s]
894
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8052/10682 [1:14:01<21:40, 2.02it/s]
895
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8053/10682 [1:14:01<21:41, 2.02it/s]
896
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8054/10682 [1:14:02<21:39, 2.02it/s]
897
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8055/10682 [1:14:02<21:40, 2.02it/s]
898
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8056/10682 [1:14:03<21:39, 2.02it/s]
899
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8057/10682 [1:14:03<21:39, 2.02it/s]
900
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8058/10682 [1:14:04<21:38, 2.02it/s]
901
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8059/10682 [1:14:04<21:38, 2.02it/s]
902
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8060/10682 [1:14:05<21:36, 2.02it/s]
903
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8061/10682 [1:14:05<21:36, 2.02it/s]
904
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8062/10682 [1:14:06<21:36, 2.02it/s]
905
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8063/10682 [1:14:06<21:35, 2.02it/s]
906
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8064/10682 [1:14:07<21:34, 2.02it/s]
907
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8065/10682 [1:14:07<21:35, 2.02it/s]
908
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8066/10682 [1:14:08<21:34, 2.02it/s]
909
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8067/10682 [1:14:08<21:34, 2.02it/s]
910
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8068/10682 [1:14:09<21:32, 2.02it/s]
911
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8069/10682 [1:14:09<21:32, 2.02it/s]
912
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8070/10682 [1:14:10<21:31, 2.02it/s]
913
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8071/10682 [1:14:10<21:32, 2.02it/s]
914
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8072/10682 [1:14:11<21:32, 2.02it/s]
915
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8073/10682 [1:14:11<21:33, 2.02it/s]
916
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8074/10682 [1:14:12<21:31, 2.02it/s]
917
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8075/10682 [1:14:12<21:31, 2.02it/s]
918
  {'loss': 2.8997, 'grad_norm': 0.2514490485191345, 'learning_rate': 0.00017075473199874692, 'epoch': 10.58}
 
919
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8075/10682 [1:14:12<21:31, 2.02it/s]
920
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8076/10682 [1:14:13<21:33, 2.01it/s]
921
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8077/10682 [1:14:13<21:32, 2.02it/s]
922
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8078/10682 [1:14:14<21:31, 2.02it/s]
923
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8079/10682 [1:14:14<21:28, 2.02it/s]
924
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8080/10682 [1:14:15<21:29, 2.02it/s]
925
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8081/10682 [1:14:15<21:27, 2.02it/s]
926
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8082/10682 [1:14:16<21:27, 2.02it/s]
927
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8083/10682 [1:14:16<21:26, 2.02it/s]
928
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8084/10682 [1:14:17<21:25, 2.02it/s]
929
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8085/10682 [1:14:17<21:25, 2.02it/s]
930
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8086/10682 [1:14:18<21:23, 2.02it/s]
931
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8087/10682 [1:14:18<21:24, 2.02it/s]
932
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8088/10682 [1:14:19<21:22, 2.02it/s]
933
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8089/10682 [1:14:19<21:22, 2.02it/s]
934
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8090/10682 [1:14:20<21:21, 2.02it/s]
935
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8091/10682 [1:14:20<21:22, 2.02it/s]
936
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8092/10682 [1:14:21<21:21, 2.02it/s]
937
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8093/10682 [1:14:21<21:33, 2.00it/s]
938
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8094/10682 [1:14:22<21:28, 2.01it/s]
939
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8095/10682 [1:14:22<21:25, 2.01it/s]
940
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8096/10682 [1:14:23<21:23, 2.02it/s]
941
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8097/10682 [1:14:23<21:21, 2.02it/s]
942
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8098/10682 [1:14:24<21:19, 2.02it/s]
943
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8099/10682 [1:14:24<21:18, 2.02it/s]
944
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8100/10682 [1:14:25<21:18, 2.02it/s]
945
 
 
946
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8100/10682 [1:14:25<21:18, 2.02it/s]
947
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8101/10682 [1:14:25<21:19, 2.02it/s]
948
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8102/10682 [1:14:26<21:17, 2.02it/s]
949
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8103/10682 [1:14:26<21:17, 2.02it/s]
950
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8104/10682 [1:14:27<21:15, 2.02it/s]
951
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8105/10682 [1:14:27<21:14, 2.02it/s]
952
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8106/10682 [1:14:28<21:14, 2.02it/s]
953
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8107/10682 [1:14:28<21:14, 2.02it/s]
954
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8108/10682 [1:14:29<21:13, 2.02it/s]
955
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8109/10682 [1:14:29<21:12, 2.02it/s]
956
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8110/10682 [1:14:30<21:11, 2.02it/s]
957
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8111/10682 [1:14:30<21:11, 2.02it/s]
958
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8112/10682 [1:14:31<21:11, 2.02it/s]
959
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8113/10682 [1:14:31<21:12, 2.02it/s]
960
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8114/10682 [1:14:32<21:12, 2.02it/s]
961
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8115/10682 [1:14:32<21:10, 2.02it/s]
962
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8116/10682 [1:14:33<21:10, 2.02it/s]
963
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8117/10682 [1:14:33<21:08, 2.02it/s]
964
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8118/10682 [1:14:34<21:09, 2.02it/s]
965
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8119/10682 [1:14:34<21:07, 2.02it/s]
966
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8120/10682 [1:14:35<21:07, 2.02it/s]
967
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8121/10682 [1:14:35<21:06, 2.02it/s]
968
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8122/10682 [1:14:36<21:05, 2.02it/s]
969
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8123/10682 [1:14:36<21:05, 2.02it/s]
970
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8124/10682 [1:14:37<21:05, 2.02it/s]
971
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8125/10682 [1:14:37<21:05, 2.02it/s]{'loss': 2.8945, 'grad_norm': 0.24637724459171295, 'learning_rate': 0.0001646501820129766, 'epoch': 10.65}
 
972
 
973
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8125/10682 [1:14:37<21:05, 2.02it/s]
974
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8126/10682 [1:14:37<21:05, 2.02it/s]
975
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8127/10682 [1:14:38<21:05, 2.02it/s]
976
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8128/10682 [1:14:38<21:04, 2.02it/s]
977
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8129/10682 [1:14:39<21:04, 2.02it/s]
978
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8130/10682 [1:14:39<21:02, 2.02it/s]
979
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8131/10682 [1:14:40<21:02, 2.02it/s]
980
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8132/10682 [1:14:40<21:00, 2.02it/s]
981
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8133/10682 [1:14:41<20:59, 2.02it/s]
982
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8134/10682 [1:14:41<20:59, 2.02it/s]
983
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8135/10682 [1:14:42<20:58, 2.02it/s]
984
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8136/10682 [1:14:42<20:59, 2.02it/s]
985
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8137/10682 [1:14:43<20:58, 2.02it/s]
986
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8138/10682 [1:14:43<20:59, 2.02it/s]
987
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8139/10682 [1:14:44<20:58, 2.02it/s]
988
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8140/10682 [1:14:44<20:58, 2.02it/s]
989
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8141/10682 [1:14:45<20:58, 2.02it/s]
990
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8142/10682 [1:14:45<20:57, 2.02it/s]
991
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8143/10682 [1:14:46<20:55, 2.02it/s]
992
  76%|β–ˆβ–ˆοΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8144/10682 [1:14:46<20:55, 2.02it/s]
993
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8145/10682 [1:14:47<20:55, 2.02it/s]
994
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8146/10682 [1:14:47<20:54, 2.02it/s]
995
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8147/10682 [1:14:48<20:53, 2.02it/s]
996
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8148/10682 [1:14:48<20:54, 2.02it/s]
997
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8149/10682 [1:14:49<20:54, 2.02it/s]
998
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8150/10682 [1:14:49<20:52, 2.02it/s]{'loss': 2.8927, 'grad_norm': 0.25224441289901733, 'learning_rate': 0.00016163138305256598, 'epoch': 10.68}
999
 
 
1000
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8150/10682 [1:14:49<20:52, 2.02it/s]
1001
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8151/10682 [1:14:50<20:54, 2.02it/s]
1002
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8152/10682 [1:14:50<20:52, 2.02it/s]
1003
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8153/10682 [1:14:51<20:52, 2.02it/s]
1004
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8154/10682 [1:14:51<20:51, 2.02it/s]
1005
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8155/10682 [1:14:52<20:51, 2.02it/s]
1006
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8156/10682 [1:14:52<20:50, 2.02it/s]
1007
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8157/10682 [1:14:53<20:49, 2.02it/s]
1008
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8158/10682 [1:14:53<20:48, 2.02it/s]
1009
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8159/10682 [1:14:54<20:49, 2.02it/s]
1010
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8160/10682 [1:14:54<20:47, 2.02it/s]
1011
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8161/10682 [1:14:55<20:48, 2.02it/s]
1012
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8162/10682 [1:14:55<20:46, 2.02it/s]
1013
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8163/10682 [1:14:56<20:46, 2.02it/s]
1014
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8164/10682 [1:14:56<20:45, 2.02it/s]
1015
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8165/10682 [1:14:57<20:45, 2.02it/s]
1016
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8166/10682 [1:14:57<20:44, 2.02it/s]
1017
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8167/10682 [1:14:58<20:44, 2.02it/s]
1018
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8168/10682 [1:14:58<20:43, 2.02it/s]
1019
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8169/10682 [1:14:59<20:43, 2.02it/s]
1020
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8170/10682 [1:14:59<20:42, 2.02it/s]
1021
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8171/10682 [1:15:00<20:42, 2.02it/s]
1022
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8172/10682 [1:15:00<20:40, 2.02it/s]
1023
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8173/10682 [1:15:01<20:41, 2.02it/s]
1024
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8174/10682 [1:15:01<20:39, 2.02it/s]
1025
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8175/10682 [1:15:02<20:39, 2.02it/s]
1026
 
 
1027
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8175/10682 [1:15:02<20:39, 2.02it/s]
1028
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8176/10682 [1:15:02<20:41, 2.02it/s]
1029
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8177/10682 [1:15:03<20:40, 2.02it/s]
1030
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8178/10682 [1:15:03<20:39, 2.02it/s]
1031
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8179/10682 [1:15:04<20:38, 2.02it/s]
1032
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8180/10682 [1:15:04<20:38, 2.02it/s]
1033
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8181/10682 [1:15:05<20:37, 2.02it/s]
1034
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8182/10682 [1:15:05<20:36, 2.02it/s]
1035
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8183/10682 [1:15:06<20:37, 2.02it/s]
1036
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8184/10682 [1:15:06<20:35, 2.02it/s]
1037
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8185/10682 [1:15:07<20:35, 2.02it/s]
1038
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8186/10682 [1:15:07<20:36, 2.02it/s]
1039
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8187/10682 [1:15:08<20:36, 2.02it/s]
1040
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8188/10682 [1:15:08<20:36, 2.02it/s]
1041
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8189/10682 [1:15:09<20:33, 2.02it/s]
1042
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8190/10682 [1:15:09<20:33, 2.02it/s]
1043
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8191/10682 [1:15:10<20:31, 2.02it/s]
1044
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8192/10682 [1:15:10<20:31, 2.02it/s]
1045
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8193/10682 [1:15:11<20:30, 2.02it/s]
1046
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8194/10682 [1:15:11<20:31, 2.02it/s]
1047
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8195/10682 [1:15:12<20:29, 2.02it/s]
1048
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8196/10682 [1:15:12<20:29, 2.02it/s]
1049
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8197/10682 [1:15:13<20:28, 2.02it/s]
1050
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8198/10682 [1:15:13<20:28, 2.02it/s]
1051
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8199/10682 [1:15:14<20:27, 2.02it/s]
1052
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8200/10682 [1:15:14<20:27, 2.02it/s]
1053
 
 
1054
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8200/10682 [1:15:14<20:27, 2.02it/s]
1055
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8201/10682 [1:15:15<20:27, 2.02it/s]
1056
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8202/10682 [1:15:15<20:25, 2.02it/s]
1057
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8203/10682 [1:15:16<20:26, 2.02it/s]
1058
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8204/10682 [1:15:16<20:25, 2.02it/s]
1059
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8205/10682 [1:15:17<22:12, 1.86it/s]
1060
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½β–‹ | 8206/10682 [1:15:17<21:43, 1.90it/s]
1061
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8207/10682 [1:15:18<21:18, 1.94it/s]
1062
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8208/10682 [1:15:18<21:01, 1.96it/s]
1063
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8209/10682 [1:15:19<20:49, 1.98it/s]
1064
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8210/10682 [1:15:19<20:41, 1.99it/s]
1065
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8211/10682 [1:15:20<20:35, 2.00it/s]
1066
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8212/10682 [1:15:20<20:30, 2.01it/s]
1067
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8213/10682 [1:15:21<20:27, 2.01it/s]
1068
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8214/10682 [1:15:21<20:37, 1.99it/s]
1069
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8215/10682 [1:15:22<20:32, 2.00it/s]
1070
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8216/10682 [1:15:22<20:28, 2.01it/s]
1071
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8217/10682 [1:15:23<20:26, 2.01it/s]
1072
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8218/10682 [1:15:23<20:24, 2.01it/s]
1073
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8219/10682 [1:15:24<20:23, 2.01it/s]
1074
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8220/10682 [1:15:24<20:20, 2.02it/s]
1075
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8221/10682 [1:15:25<20:20, 2.02it/s]
1076
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8222/10682 [1:15:25<20:18, 2.02it/s]
1077
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8223/10682 [1:15:26<20:17, 2.02it/s]
1078
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8224/10682 [1:15:26<20:16, 2.02it/s]
1079
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8225/10682 [1:15:27<20:16, 2.02it/s]{'loss': 2.9031, 'grad_norm': 0.24478811025619507, 'learning_rate': 0.0001527113038415231, 'epoch': 10.78}
 
1080
 
1081
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8225/10682 [1:15:27<20:16, 2.02it/s]
1082
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8226/10682 [1:15:27<20:17, 2.02it/s]
1083
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8227/10682 [1:15:28<20:16, 2.02it/s]
1084
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8228/10682 [1:15:28<20:15, 2.02it/s]
1085
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8229/10682 [1:15:29<20:16, 2.02it/s]
1086
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8230/10682 [1:15:29<20:15, 2.02it/s]
1087
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8231/10682 [1:15:30<20:14, 2.02it/s]
1088
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8232/10682 [1:15:30<20:12, 2.02it/s]
1089
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8233/10682 [1:15:31<20:12, 2.02it/s]
1090
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8234/10682 [1:15:31<20:10, 2.02it/s]
1091
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8235/10682 [1:15:32<20:10, 2.02it/s]
1092
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8236/10682 [1:15:32<20:09, 2.02it/s]
1093
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8237/10682 [1:15:33<20:09, 2.02it/s]
1094
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8238/10682 [1:15:33<20:08, 2.02it/s]
1095
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8239/10682 [1:15:34<20:08, 2.02it/s]
1096
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8240/10682 [1:15:34<20:07, 2.02it/s]
1097
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8241/10682 [1:15:35<20:07, 2.02it/s]
1098
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8242/10682 [1:15:35<20:05, 2.02it/s]
1099
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8243/10682 [1:15:36<20:05, 2.02it/s]
1100
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8244/10682 [1:15:36<20:04, 2.02it/s]
1101
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8245/10682 [1:15:37<20:05, 2.02it/s]
1102
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8246/10682 [1:15:37<20:04, 2.02it/s]
1103
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8247/10682 [1:15:38<20:05, 2.02it/s]
1104
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8248/10682 [1:15:38<20:03, 2.02it/s]
1105
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8249/10682 [1:15:39<20:04, 2.02it/s]
1106
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8250/10682 [1:15:39<20:03, 2.02it/s]{'loss': 2.8918, 'grad_norm': 0.24946050345897675, 'learning_rate': 0.00014978404491439802, 'epoch': 10.81}
1107
 
 
1108
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8250/10682 [1:15:39<20:03, 2.02it/s]
1109
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8251/10682 [1:15:40<20:04, 2.02it/s]
1110
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8252/10682 [1:15:40<20:03, 2.02it/s]
1111
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8253/10682 [1:15:41<20:03, 2.02it/s]
1112
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8254/10682 [1:15:41<20:01, 2.02it/s]
1113
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8255/10682 [1:15:41<20:02, 2.02it/s]
1114
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8256/10682 [1:15:42<20:01, 2.02it/s]
1115
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8257/10682 [1:15:42<20:01, 2.02it/s]
1116
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8258/10682 [1:15:43<20:00, 2.02it/s]
1117
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8259/10682 [1:15:43<20:00, 2.02it/s]
1118
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8260/10682 [1:15:44<19:59, 2.02it/s]
1119
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8261/10682 [1:15:44<19:59, 2.02it/s]
1120
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8262/10682 [1:15:45<19:57, 2.02it/s]
1121
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8263/10682 [1:15:45<19:57, 2.02it/s]
1122
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8264/10682 [1:15:46<19:57, 2.02it/s]
1123
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8265/10682 [1:15:46<19:56, 2.02it/s]
1124
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8266/10682 [1:15:47<19:56, 2.02it/s]
1125
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8267/10682 [1:15:47<19:54, 2.02it/s]
1126
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8268/10682 [1:15:48<19:55, 2.02it/s]
1127
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8269/10682 [1:15:48<19:52, 2.02it/s]
1128
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8270/10682 [1:15:49<19:52, 2.02it/s]
1129
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8271/10682 [1:15:49<19:51, 2.02it/s]
1130
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8272/10682 [1:15:50<19:52, 2.02it/s]
1131
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8273/10682 [1:15:50<19:51, 2.02it/s]
1132
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8274/10682 [1:15:51<19:51, 2.02it/s]
1133
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8275/10682 [1:15:51<19:50, 2.02it/s]
1134
 
 
1135
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8275/10682 [1:15:51<19:50, 2.02it/s]
1136
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8276/10682 [1:15:52<19:52, 2.02it/s]
1137
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8277/10682 [1:15:52<19:51, 2.02it/s]
1138
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8278/10682 [1:15:53<19:50, 2.02it/s]
1139
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8279/10682 [1:15:53<19:50, 2.02it/s]
1140
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8280/10682 [1:15:54<19:49, 2.02it/s]
1141
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8281/10682 [1:15:54<19:48, 2.02it/s]
1142
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8282/10682 [1:15:55<19:48, 2.02it/s]
1143
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8283/10682 [1:15:55<19:47, 2.02it/s]
1144
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8284/10682 [1:15:56<19:46, 2.02it/s]
1145
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8285/10682 [1:15:56<19:46, 2.02it/s]
1146
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8286/10682 [1:15:57<19:46, 2.02it/s]
1147
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8287/10682 [1:15:57<19:47, 2.02it/s]
1148
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8288/10682 [1:15:58<19:46, 2.02it/s]
1149
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8289/10682 [1:15:58<19:47, 2.02it/s]
1150
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8290/10682 [1:15:59<21:33, 1.85it/s]
1151
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8291/10682 [1:15:59<20:58, 1.90it/s]
1152
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8292/10682 [1:16:00<20:36, 1.93it/s]
1153
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8293/10682 [1:16:00<20:18, 1.96it/s]
1154
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8294/10682 [1:16:01<20:08, 1.98it/s]
1155
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8295/10682 [1:16:01<19:59, 1.99it/s]
1156
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8296/10682 [1:16:02<19:54, 2.00it/s]
1157
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8297/10682 [1:16:02<19:49, 2.01it/s]
1158
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8298/10682 [1:16:03<19:46, 2.01it/s]
1159
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8299/10682 [1:16:03<19:42, 2.02it/s]
1160
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8300/10682 [1:16:04<19:42, 2.01it/s]
1161
  {'loss': 2.8984, 'grad_norm': 0.24762478470802307, 'learning_rate': 0.00014399985296581835, 'epoch': 10.88}
 
1162
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8300/10682 [1:16:04<19:42, 2.01it/s]
1163
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8301/10682 [1:16:04<19:41, 2.01it/s]
1164
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8302/10682 [1:16:05<19:40, 2.02it/s]
1165
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8303/10682 [1:16:05<19:38, 2.02it/s]
1166
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8304/10682 [1:16:06<19:38, 2.02it/s]
1167
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8305/10682 [1:16:06<19:37, 2.02it/s]
1168
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8306/10682 [1:16:07<19:36, 2.02it/s]
1169
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8307/10682 [1:16:07<19:35, 2.02it/s]
1170
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8308/10682 [1:16:08<19:35, 2.02it/s]
1171
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8309/10682 [1:16:08<19:34, 2.02it/s]
1172
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8310/10682 [1:16:09<19:34, 2.02it/s]
1173
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8311/10682 [1:16:09<19:34, 2.02it/s]
1174
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8312/10682 [1:16:10<19:33, 2.02it/s]
1175
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8313/10682 [1:16:10<19:33, 2.02it/s]
1176
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8314/10682 [1:16:11<19:31, 2.02it/s]
1177
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8315/10682 [1:16:11<19:32, 2.02it/s]
1178
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8316/10682 [1:16:12<19:29, 2.02it/s]
1179
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8317/10682 [1:16:12<19:29, 2.02it/s]
1180
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8318/10682 [1:16:13<19:28, 2.02it/s]
1181
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8319/10682 [1:16:13<19:28, 2.02it/s]
1182
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8320/10682 [1:16:14<19:28, 2.02it/s]
1183
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8321/10682 [1:16:14<19:28, 2.02it/s]
1184
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8322/10682 [1:16:15<19:28, 2.02it/s]
1185
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8323/10682 [1:16:15<19:28, 2.02it/s]
1186
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8324/10682 [1:16:16<19:26, 2.02it/s]
1187
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8325/10682 [1:16:16<19:26, 2.02it/s]
1188
 
 
1189
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8325/10682 [1:16:16<19:26, 2.02it/s]
1190
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8326/10682 [1:16:17<19:26, 2.02it/s]
1191
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8327/10682 [1:16:17<19:26, 2.02it/s]
1192
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8328/10682 [1:16:18<19:25, 2.02it/s]
1193
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8329/10682 [1:16:18<19:24, 2.02it/s]
1194
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8330/10682 [1:16:19<19:22, 2.02it/s]
1195
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8331/10682 [1:16:19<19:23, 2.02it/s]
1196
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8332/10682 [1:16:20<19:22, 2.02it/s]
1197
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8333/10682 [1:16:20<19:23, 2.02it/s]
1198
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8334/10682 [1:16:21<19:24, 2.02it/s]
1199
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8335/10682 [1:16:21<19:23, 2.02it/s]
1200
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8336/10682 [1:16:22<19:22, 2.02it/s]
1201
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8337/10682 [1:16:22<19:20, 2.02it/s]
1202
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8338/10682 [1:16:23<19:21, 2.02it/s]
1203
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8339/10682 [1:16:23<19:19, 2.02it/s]
1204
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8340/10682 [1:16:24<19:20, 2.02it/s]
1205
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8341/10682 [1:16:24<19:18, 2.02it/s]
1206
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8342/10682 [1:16:25<19:19, 2.02it/s]
1207
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8343/10682 [1:16:25<19:18, 2.02it/s]
1208
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8344/10682 [1:16:26<19:17, 2.02it/s]
1209
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8345/10682 [1:16:26<19:17, 2.02it/s]
1210
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8346/10682 [1:16:27<19:17, 2.02it/s]
1211
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8347/10682 [1:16:27<19:16, 2.02it/s]
1212
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8348/10682 [1:16:28<19:17, 2.02it/s]
1213
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8349/10682 [1:16:28<19:16, 2.02it/s]
1214
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8350/10682 [1:16:29<19:15, 2.02it/s]
1215
  {'loss': 2.9034, 'grad_norm': 0.2513554096221924, 'learning_rate': 0.00013831071326327282, 'epoch': 10.94}
 
1216
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8350/10682 [1:16:29<19:15, 2.02it/s]
1217
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8351/10682 [1:16:29<19:16, 2.02it/s]
1218
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8352/10682 [1:16:30<19:14, 2.02it/s]
1219
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8353/10682 [1:16:30<19:14, 2.02it/s]
1220
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8354/10682 [1:16:31<19:12, 2.02it/s]
1221
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8355/10682 [1:16:31<19:13, 2.02it/s]
1222
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8356/10682 [1:16:32<19:12, 2.02it/s]
1223
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8357/10682 [1:16:32<19:11, 2.02it/s]
1224
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8358/10682 [1:16:33<19:10, 2.02it/s]
1225
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8359/10682 [1:16:33<19:09, 2.02it/s]
1226
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8360/10682 [1:16:34<19:08, 2.02it/s]
1227
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8361/10682 [1:16:34<19:08, 2.02it/s]
1228
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8362/10682 [1:16:35<19:07, 2.02it/s]
1229
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8363/10682 [1:16:35<19:06, 2.02it/s]
1230
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8364/10682 [1:16:36<19:06, 2.02it/s]
1231
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8365/10682 [1:16:36<19:05, 2.02it/s]
1232
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8366/10682 [1:16:37<19:05, 2.02it/s]
1233
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8367/10682 [1:16:37<19:04, 2.02it/s]
1234
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8368/10682 [1:16:38<19:05, 2.02it/s]
1235
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8369/10682 [1:16:38<19:03, 2.02it/s]
1236
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8370/10682 [1:16:39<19:04, 2.02it/s]
1237
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8371/10682 [1:16:39<19:02, 2.02it/s]
1238
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8372/10682 [1:16:40<19:03, 2.02it/s]
1239
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8373/10682 [1:16:40<19:02, 2.02it/s]
1240
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8374/10682 [1:16:41<19:02, 2.02it/s]
1241
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8375/10682 [1:16:41<19:01, 2.02it/s]
1242
 
 
1243
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8375/10682 [1:16:41<19:01, 2.02it/s]
1244
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8376/10682 [1:16:42<19:02, 2.02it/s]
1245
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8377/10682 [1:16:42<19:01, 2.02it/s]
1246
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8378/10682 [1:16:43<19:00, 2.02it/s]
1247
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8379/10682 [1:16:43<18:58, 2.02it/s]
1248
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8380/10682 [1:16:44<18:59, 2.02it/s]
1249
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8381/10682 [1:16:44<18:58, 2.02it/s]
1250
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8382/10682 [1:16:45<18:59, 2.02it/s]
1251
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8383/10682 [1:16:45<18:56, 2.02it/s]
1252
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8384/10682 [1:16:46<18:57, 2.02it/s]
1253
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8385/10682 [1:16:46<18:56, 2.02it/s]
1254
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8386/10682 [1:16:47<18:56, 2.02it/s]
1255
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8387/10682 [1:16:47<18:55, 2.02it/s]
1256
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8388/10682 [1:16:47<18:56, 2.02it/s]
1257
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8389/10682 [1:16:48<18:55, 2.02it/s]
1258
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8390/10682 [1:16:48<18:55, 2.02it/s]
1259
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8391/10682 [1:16:49<18:53, 2.02it/s]
1260
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8392/10682 [1:16:49<18:54, 2.02it/s]
1261
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8393/10682 [1:16:50<18:40, 2.04it/s]
1262
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8394/10682 [1:17:04<2:55:03, 4.59s/it]
1263
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8395/10682 [1:17:05<2:08:08, 3.36s/it]
1264
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8396/10682 [1:17:05<1:35:23, 2.50s/it]
1265
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8397/10682 [1:17:06<1:12:24, 1.90s/it]
1266
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8398/10682 [1:17:06<56:24, 1.48s/it]
1267
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8399/10682 [1:17:07<45:10, 1.19s/it]
1268
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8400/10682 [1:17:07<37:22, 1.02it/s]
1269
 
 
1270
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8400/10682 [1:17:07<37:22, 1.02it/s]
1271
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8401/10682 [1:17:08<31:48, 1.20it/s]
1272
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8402/10682 [1:17:08<27:51, 1.36it/s]
1273
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8403/10682 [1:17:09<25:08, 1.51it/s]
1274
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8404/10682 [1:17:09<23:11, 1.64it/s]
1275
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8405/10682 [1:17:10<21:51, 1.74it/s]
1276
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8406/10682 [1:17:10<20:54, 1.81it/s]
1277
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8407/10682 [1:17:11<20:17, 1.87it/s]
1278
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8408/10682 [1:17:11<19:51, 1.91it/s]
1279
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8409/10682 [1:17:12<19:30, 1.94it/s]
1280
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8410/10682 [1:17:12<19:19, 1.96it/s]
1281
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8411/10682 [1:17:13<19:06, 1.98it/s]
1282
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8412/10682 [1:17:13<18:59, 1.99it/s]
1283
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8413/10682 [1:17:14<18:53, 2.00it/s]
1284
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8414/10682 [1:17:14<18:50, 2.01it/s]
1285
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8415/10682 [1:17:15<18:49, 2.01it/s]
1286
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8416/10682 [1:17:15<18:46, 2.01it/s]
1287
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8417/10682 [1:17:16<18:43, 2.02it/s]
1288
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8418/10682 [1:17:16<18:42, 2.02it/s]
1289
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8419/10682 [1:17:17<18:39, 2.02it/s]
1290
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8420/10682 [1:17:17<18:39, 2.02it/s]
 
368
 
369
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7575/10682 [1:09:53<27:49, 1.86it/s]
370
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7576/10682 [1:09:53<27:09, 1.91it/s]
371
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7577/10682 [1:09:54<26:41, 1.94it/s]
372
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7578/10682 [1:09:54<26:20, 1.96it/s]
373
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7579/10682 [1:09:55<26:07, 1.98it/s]
374
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7580/10682 [1:09:55<25:55, 1.99it/s]
375
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7581/10682 [1:09:56<25:48, 2.00it/s]
376
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7582/10682 [1:09:56<25:43, 2.01it/s]
377
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7583/10682 [1:09:57<25:40, 2.01it/s]
378
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7584/10682 [1:09:57<25:37, 2.02it/s]
379
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7585/10682 [1:09:58<25:34, 2.02it/s]
380
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7586/10682 [1:09:58<25:33, 2.02it/s]
381
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7587/10682 [1:09:59<25:30, 2.02it/s]
382
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7588/10682 [1:09:59<25:30, 2.02it/s]
383
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7589/10682 [1:10:00<25:28, 2.02it/s]
384
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7590/10682 [1:10:00<25:29, 2.02it/s]
385
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7591/10682 [1:10:01<25:28, 2.02it/s]
386
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7592/10682 [1:10:01<25:28, 2.02it/s]
387
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7593/10682 [1:10:02<25:27, 2.02it/s]
388
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7594/10682 [1:10:02<25:26, 2.02it/s]
389
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7595/10682 [1:10:03<25:24, 2.03it/s]
390
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7596/10682 [1:10:03<25:24, 2.02it/s]
391
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7597/10682 [1:10:04<25:24, 2.02it/s]
392
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7598/10682 [1:10:04<25:21, 2.03it/s]
393
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7599/10682 [1:10:05<25:23, 2.02it/s]
394
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7600/10682 [1:10:05<25:20, 2.03it/s]{'loss': 2.9745, 'grad_norm': 0.24363452196121216, 'learning_rate': 0.00023289281143540065, 'epoch': 9.96}
395
 
396
 
397
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7600/10682 [1:10:05<25:20, 2.03it/s]
398
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7601/10682 [1:10:06<25:24, 2.02it/s]
399
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7602/10682 [1:10:06<25:23, 2.02it/s]
400
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7603/10682 [1:10:07<25:23, 2.02it/s]
401
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7604/10682 [1:10:07<25:23, 2.02it/s]
402
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7605/10682 [1:10:08<25:22, 2.02it/s]
403
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7606/10682 [1:10:08<25:22, 2.02it/s]
404
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7607/10682 [1:10:09<25:20, 2.02it/s]
405
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7608/10682 [1:10:09<25:20, 2.02it/s]
406
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7609/10682 [1:10:10<25:19, 2.02it/s]
407
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 7610/10682 [1:10:10<25:20, 2.02it/s]
408
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7611/10682 [1:10:11<25:19, 2.02it/s]
409
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7612/10682 [1:10:11<25:17, 2.02it/s]
410
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7613/10682 [1:10:12<25:17, 2.02it/s]
411
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7614/10682 [1:10:12<25:15, 2.02it/s]
412
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7615/10682 [1:10:13<25:15, 2.02it/s]
413
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7616/10682 [1:10:13<25:14, 2.02it/s]
414
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7617/10682 [1:10:14<25:15, 2.02it/s]
415
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7618/10682 [1:10:14<25:13, 2.02it/s]
416
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7619/10682 [1:10:15<25:14, 2.02it/s]
417
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7620/10682 [1:10:15<25:12, 2.02it/s]
418
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7621/10682 [1:10:16<25:13, 2.02it/s]
419
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7622/10682 [1:10:16<25:12, 2.02it/s]
420
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7623/10682 [1:10:17<25:13, 2.02it/s]
421
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7624/10682 [1:10:17<25:11, 2.02it/s]
422
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7625/10682 [1:10:18<25:12, 2.02it/s]
423
  {'loss': 2.9725, 'grad_norm': 0.23881086707115173, 'learning_rate': 0.00022944844326774121, 'epoch': 9.99}
424
 
425
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7625/10682 [1:10:18<25:12, 2.02it/s]
426
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7626/10682 [1:10:18<25:11, 2.02it/s]
427
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7627/10682 [1:10:19<25:11, 2.02it/s]
428
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7628/10682 [1:10:19<25:10, 2.02it/s]
429
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7629/10682 [1:10:20<25:10, 2.02it/s]
430
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7630/10682 [1:10:20<24:52, 2.05it/s]
431
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7631/10682 [1:10:32<3:25:31, 4.04s/it]
432
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7632/10682 [1:10:33<2:31:22, 2.98s/it]
433
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7633/10682 [1:10:33<1:53:26, 2.23s/it]
434
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7634/10682 [1:10:34<1:27:02, 1.71s/it]
435
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7635/10682 [1:10:34<1:08:32, 1.35s/it]
436
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7636/10682 [1:10:35<55:29, 1.09s/it]
437
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7637/10682 [1:10:35<46:26, 1.09it/s]
438
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7638/10682 [1:10:36<40:07, 1.26it/s]
439
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7639/10682 [1:10:36<35:36, 1.42it/s]
440
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7640/10682 [1:10:37<32:30, 1.56it/s]
441
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7641/10682 [1:10:37<30:15, 1.67it/s]
442
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7642/10682 [1:10:38<28:43, 1.76it/s]
443
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7643/10682 [1:10:38<27:37, 1.83it/s]
444
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7644/10682 [1:10:39<26:52, 1.88it/s]
445
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7645/10682 [1:10:39<26:22, 1.92it/s]
446
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7646/10682 [1:10:40<25:58, 1.95it/s]
447
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7647/10682 [1:10:40<25:44, 1.96it/s]
448
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7648/10682 [1:10:41<25:34, 1.98it/s]
449
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7649/10682 [1:10:41<25:23, 1.99it/s]
450
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7650/10682 [1:10:42<25:18, 2.00it/s]{'loss': 2.8655, 'grad_norm': 0.2524799108505249, 'learning_rate': 0.00022602213475715589, 'epoch': 10.03}
 
451
 
452
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7650/10682 [1:10:42<25:18, 2.00it/s]
453
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7651/10682 [1:10:42<25:20, 1.99it/s]
454
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7652/10682 [1:10:43<25:13, 2.00it/s]
455
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7653/10682 [1:10:43<27:12, 1.86it/s]
456
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7654/10682 [1:10:44<26:30, 1.90it/s]
457
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7655/10682 [1:10:44<26:02, 1.94it/s]
458
+
459
 
460
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7650/10682 [1:10:42<25:18, 2.00it/s]
461
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7651/10682 [1:10:42<25:20, 1.99it/s]
462
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7652/10682 [1:10:43<25:13, 2.00it/s]
463
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7653/10682 [1:10:43<27:12, 1.86it/s]
464
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7654/10682 [1:10:44<26:30, 1.90it/s]
465
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7655/10682 [1:10:44<26:02, 1.94it/s]
466
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7656/10682 [1:10:45<25:42, 1.96it/s]
467
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7657/10682 [1:10:45<25:27, 1.98it/s]
468
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7658/10682 [1:10:46<25:19, 1.99it/s]
469
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7659/10682 [1:10:46<25:11, 2.00it/s]
470
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7660/10682 [1:10:47<25:06, 2.01it/s]
471
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7661/10682 [1:10:47<25:03, 2.01it/s]
472
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7662/10682 [1:10:48<24:59, 2.01it/s]
473
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7663/10682 [1:10:48<24:57, 2.02it/s]
474
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7664/10682 [1:10:49<24:55, 2.02it/s]
475
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7665/10682 [1:10:49<24:52, 2.02it/s]
476
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7666/10682 [1:10:50<24:51, 2.02it/s]
477
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7667/10682 [1:10:50<24:50, 2.02it/s]
478
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7668/10682 [1:10:51<24:51, 2.02it/s]
479
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7669/10682 [1:10:51<24:50, 2.02it/s]
480
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7670/10682 [1:10:52<24:52, 2.02it/s]
481
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7671/10682 [1:10:52<24:51, 2.02it/s]
482
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7672/10682 [1:10:53<24:50, 2.02it/s]
483
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7673/10682 [1:10:53<24:49, 2.02it/s]
484
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7674/10682 [1:10:54<24:49, 2.02it/s]
485
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7675/10682 [1:10:54<24:47, 2.02it/s]
486
 
487
+
488
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7675/10682 [1:10:54<24:47, 2.02it/s]
489
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7676/10682 [1:10:55<24:50, 2.02it/s]
490
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7677/10682 [1:10:55<24:48, 2.02it/s]
491
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7678/10682 [1:10:56<24:49, 2.02it/s]
492
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7679/10682 [1:10:56<24:47, 2.02it/s]
493
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7680/10682 [1:10:57<24:47, 2.02it/s]
494
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7681/10682 [1:10:57<24:44, 2.02it/s]
495
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7682/10682 [1:10:58<24:46, 2.02it/s]
496
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7683/10682 [1:10:58<24:46, 2.02it/s]
497
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7684/10682 [1:10:59<24:46, 2.02it/s]
498
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7685/10682 [1:10:59<24:47, 2.01it/s]
499
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7686/10682 [1:11:00<24:45, 2.02it/s]
500
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7687/10682 [1:11:00<24:43, 2.02it/s]
501
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7688/10682 [1:11:01<24:42, 2.02it/s]
502
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7689/10682 [1:11:01<24:42, 2.02it/s]
503
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7690/10682 [1:11:02<24:41, 2.02it/s]
504
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7691/10682 [1:11:02<24:40, 2.02it/s]
505
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7692/10682 [1:11:03<24:40, 2.02it/s]
506
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7693/10682 [1:11:03<24:39, 2.02it/s]
507
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7694/10682 [1:11:04<24:38, 2.02it/s]
508
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7695/10682 [1:11:04<24:36, 2.02it/s]
509
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7696/10682 [1:11:05<24:36, 2.02it/s]
510
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7697/10682 [1:11:05<24:36, 2.02it/s]
511
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7698/10682 [1:11:06<24:35, 2.02it/s]
512
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7699/10682 [1:11:06<24:33, 2.02it/s]
513
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7700/10682 [1:11:07<24:33, 2.02it/s]
514
 
515
+
516
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7700/10682 [1:11:07<24:33, 2.02it/s]
517
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7701/10682 [1:11:07<24:34, 2.02it/s]
518
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7702/10682 [1:11:08<24:34, 2.02it/s]
519
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7703/10682 [1:11:08<24:32, 2.02it/s]
520
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7704/10682 [1:11:09<24:34, 2.02it/s]
521
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7705/10682 [1:11:09<24:33, 2.02it/s]
522
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7706/10682 [1:11:10<24:33, 2.02it/s]
523
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7707/10682 [1:11:10<24:30, 2.02it/s]
524
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7708/10682 [1:11:11<24:30, 2.02it/s]
525
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7709/10682 [1:11:11<24:28, 2.02it/s]
526
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7710/10682 [1:11:12<24:28, 2.02it/s]
527
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7711/10682 [1:11:12<24:28, 2.02it/s]
528
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7712/10682 [1:11:13<24:27, 2.02it/s]
529
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7713/10682 [1:11:13<24:28, 2.02it/s]
530
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7714/10682 [1:11:14<24:25, 2.02it/s]
531
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7715/10682 [1:11:14<24:27, 2.02it/s]
532
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7716/10682 [1:11:15<24:27, 2.02it/s]
533
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7717/10682 [1:11:15<24:28, 2.02it/s]
534
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7718/10682 [1:11:16<24:27, 2.02it/s]
535
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7719/10682 [1:11:16<24:28, 2.02it/s]
536
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7720/10682 [1:11:17<24:27, 2.02it/s]
537
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7721/10682 [1:11:17<24:26, 2.02it/s]
538
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7722/10682 [1:11:18<24:24, 2.02it/s]
539
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7723/10682 [1:11:18<24:22, 2.02it/s]
540
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7724/10682 [1:11:19<24:22, 2.02it/s]
541
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7725/10682 [1:11:19<24:20, 2.02it/s]
542
 
543
+
544
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7725/10682 [1:11:19<24:20, 2.02it/s]
545
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7726/10682 [1:11:20<24:23, 2.02it/s]
546
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7727/10682 [1:11:20<24:21, 2.02it/s]
547
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7728/10682 [1:11:21<24:21, 2.02it/s]
548
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7729/10682 [1:11:21<24:19, 2.02it/s]
549
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7730/10682 [1:11:22<24:21, 2.02it/s]
550
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7731/10682 [1:11:22<24:20, 2.02it/s]
551
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7732/10682 [1:11:23<24:20, 2.02it/s]
552
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7733/10682 [1:11:23<24:17, 2.02it/s]
553
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7734/10682 [1:11:24<24:17, 2.02it/s]
554
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7735/10682 [1:11:24<24:16, 2.02it/s]
555
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7736/10682 [1:11:24<24:17, 2.02it/s]
556
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7737/10682 [1:11:25<24:15, 2.02it/s]
557
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7738/10682 [1:11:25<24:16, 2.02it/s]
558
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7739/10682 [1:11:26<24:15, 2.02it/s]
559
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7740/10682 [1:11:26<24:16, 2.02it/s]
560
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7741/10682 [1:11:27<24:15, 2.02it/s]
561
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7742/10682 [1:11:27<24:15, 2.02it/s]
562
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7743/10682 [1:11:28<24:13, 2.02it/s]
563
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7744/10682 [1:11:28<24:14, 2.02it/s]
564
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7745/10682 [1:11:29<24:13, 2.02it/s]
565
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7746/10682 [1:11:29<24:13, 2.02it/s]
566
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7747/10682 [1:11:30<24:12, 2.02it/s]
567
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7748/10682 [1:11:30<24:12, 2.02it/s]
568
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7749/10682 [1:11:31<24:10, 2.02it/s]
569
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7750/10682 [1:11:31<24:11, 2.02it/s]
570
  {'loss': 2.8612, 'grad_norm': 0.24724432826042175, 'learning_rate': 0.00021250205309110155, 'epoch': 10.16}
571
+
572
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7750/10682 [1:11:31<24:11, 2.02it/s]
573
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7751/10682 [1:11:32<24:12, 2.02it/s]
574
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7752/10682 [1:11:32<24:10, 2.02it/s]
575
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7753/10682 [1:11:33<24:10, 2.02it/s]
576
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7754/10682 [1:11:33<24:08, 2.02it/s]
577
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7755/10682 [1:11:34<24:07, 2.02it/s]
578
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7756/10682 [1:11:34<24:07, 2.02it/s]
579
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7757/10682 [1:11:35<24:06, 2.02it/s]
580
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7758/10682 [1:11:35<24:06, 2.02it/s]
581
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7759/10682 [1:11:36<24:05, 2.02it/s]
582
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7760/10682 [1:11:36<24:04, 2.02it/s]
583
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7761/10682 [1:11:37<24:04, 2.02it/s]
584
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7762/10682 [1:11:37<24:02, 2.02it/s]
585
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7763/10682 [1:11:38<24:03, 2.02it/s]
586
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7764/10682 [1:11:38<24:03, 2.02it/s]
587
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7765/10682 [1:11:39<24:03, 2.02it/s]
588
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7766/10682 [1:11:39<24:02, 2.02it/s]
589
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7767/10682 [1:11:40<24:02, 2.02it/s]
590
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7768/10682 [1:11:40<24:01, 2.02it/s]
591
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7769/10682 [1:11:41<24:00, 2.02it/s]
592
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7770/10682 [1:11:41<23:59, 2.02it/s]
593
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7771/10682 [1:11:42<23:59, 2.02it/s]
594
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7772/10682 [1:11:42<23:58, 2.02it/s]
595
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7773/10682 [1:11:43<23:57, 2.02it/s]
596
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7774/10682 [1:11:43<23:59, 2.02it/s]
597
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7775/10682 [1:11:44<23:58, 2.02it/s]{'loss': 2.8622, 'grad_norm': 0.2527807056903839, 'learning_rate': 0.00020916944887928359, 'epoch': 10.19}
598
+
599
 
600
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7775/10682 [1:11:44<23:58, 2.02it/s]
601
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7776/10682 [1:11:44<23:59, 2.02it/s]
602
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7777/10682 [1:11:45<24:00, 2.02it/s]
603
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7778/10682 [1:11:45<23:58, 2.02it/s]
604
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7779/10682 [1:11:46<23:59, 2.02it/s]
605
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7780/10682 [1:11:46<23:58, 2.02it/s]
606
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7781/10682 [1:11:47<23:58, 2.02it/s]
607
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7782/10682 [1:11:47<23:56, 2.02it/s]
608
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7783/10682 [1:11:48<23:55, 2.02it/s]
609
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7784/10682 [1:11:48<23:54, 2.02it/s]
610
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7785/10682 [1:11:49<23:54, 2.02it/s]
611
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7786/10682 [1:11:49<23:52, 2.02it/s]
612
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7787/10682 [1:11:50<23:52, 2.02it/s]
613
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7788/10682 [1:11:50<23:51, 2.02it/s]
614
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7789/10682 [1:11:51<23:50, 2.02it/s]
615
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7790/10682 [1:11:51<23:54, 2.02it/s]
616
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7791/10682 [1:11:52<23:51, 2.02it/s]
617
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7792/10682 [1:11:52<23:50, 2.02it/s]
618
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7793/10682 [1:11:53<23:49, 2.02it/s]
619
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7794/10682 [1:11:53<23:48, 2.02it/s]
620
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7795/10682 [1:11:54<23:48, 2.02it/s]
621
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7796/10682 [1:11:54<23:46, 2.02it/s]
622
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7797/10682 [1:11:55<23:46, 2.02it/s]
623
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7798/10682 [1:11:55<23:47, 2.02it/s]
624
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7799/10682 [1:11:56<23:47, 2.02it/s]
625
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7800/10682 [1:11:56<23:45, 2.02it/s]
626
  {'loss': 2.8737, 'grad_norm': 0.24947026371955872, 'learning_rate': 0.00020585625797294927, 'epoch': 10.22}
627
+
628
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7800/10682 [1:11:56<23:45, 2.02it/s]
629
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7801/10682 [1:11:57<23:48, 2.02it/s]
630
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7802/10682 [1:11:57<23:47, 2.02it/s]
631
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7803/10682 [1:11:58<23:46, 2.02it/s]
632
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7804/10682 [1:11:58<23:43, 2.02it/s]
633
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7805/10682 [1:11:59<23:45, 2.02it/s]
634
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7806/10682 [1:11:59<23:41, 2.02it/s]
635
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7807/10682 [1:12:00<23:42, 2.02it/s]
636
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7808/10682 [1:12:00<23:40, 2.02it/s]
637
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7809/10682 [1:12:01<23:40, 2.02it/s]
638
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7810/10682 [1:12:01<23:40, 2.02it/s]
639
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7811/10682 [1:12:02<23:40, 2.02it/s]
640
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7812/10682 [1:12:02<23:38, 2.02it/s]
641
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7813/10682 [1:12:03<23:39, 2.02it/s]
642
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7814/10682 [1:12:03<23:37, 2.02it/s]
643
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7815/10682 [1:12:04<23:37, 2.02it/s]
644
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7816/10682 [1:12:04<23:37, 2.02it/s]
645
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7817/10682 [1:12:05<23:35, 2.02it/s]
646
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7818/10682 [1:12:05<23:35, 2.02it/s]
647
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7819/10682 [1:12:06<23:35, 2.02it/s]
648
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7820/10682 [1:12:06<23:35, 2.02it/s]
649
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7821/10682 [1:12:07<23:36, 2.02it/s]
650
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7822/10682 [1:12:07<23:35, 2.02it/s]
651
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7823/10682 [1:12:08<23:34, 2.02it/s]
652
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7824/10682 [1:12:08<23:34, 2.02it/s]
653
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7825/10682 [1:12:09<23:32, 2.02it/s]
654
  {'loss': 2.8657, 'grad_norm': 0.2530911862850189, 'learning_rate': 0.00020256270153176371, 'epoch': 10.26}
655
+
656
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7825/10682 [1:12:09<23:32, 2.02it/s]
657
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7826/10682 [1:12:09<23:33, 2.02it/s]
658
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7827/10682 [1:12:10<23:31, 2.02it/s]
659
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7828/10682 [1:12:10<23:32, 2.02it/s]
660
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7829/10682 [1:12:11<23:30, 2.02it/s]
661
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7830/10682 [1:12:11<23:30, 2.02it/s]
662
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7831/10682 [1:12:11<23:29, 2.02it/s]
663
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7832/10682 [1:12:12<23:31, 2.02it/s]
664
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7833/10682 [1:12:12<23:30, 2.02it/s]
665
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7834/10682 [1:12:13<23:29, 2.02it/s]
666
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7835/10682 [1:12:13<23:29, 2.02it/s]
667
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7836/10682 [1:12:14<23:27, 2.02it/s]
668
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7837/10682 [1:12:14<23:27, 2.02it/s]
669
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7838/10682 [1:12:15<23:26, 2.02it/s]
670
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7839/10682 [1:12:15<23:25, 2.02it/s]
671
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7840/10682 [1:12:16<23:25, 2.02it/s]
672
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7841/10682 [1:12:16<23:23, 2.02it/s]
673
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7842/10682 [1:12:17<23:24, 2.02it/s]
674
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7843/10682 [1:12:17<23:22, 2.02it/s]
675
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7844/10682 [1:12:18<23:24, 2.02it/s]
676
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7845/10682 [1:12:18<23:23, 2.02it/s]
677
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7846/10682 [1:12:19<23:23, 2.02it/s]
678
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7847/10682 [1:12:19<23:22, 2.02it/s]
679
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7848/10682 [1:12:20<23:23, 2.02it/s]
680
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7849/10682 [1:12:20<23:21, 2.02it/s]
681
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7850/10682 [1:12:21<23:21, 2.02it/s]
682
 
683
+
684
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7850/10682 [1:12:21<23:21, 2.02it/s]
685
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7851/10682 [1:12:21<23:22, 2.02it/s]
686
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7852/10682 [1:12:22<23:19, 2.02it/s]
687
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7853/10682 [1:12:22<23:20, 2.02it/s]
688
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7854/10682 [1:12:23<23:18, 2.02it/s]
689
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7855/10682 [1:12:23<23:18, 2.02it/s]
690
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7856/10682 [1:12:24<23:17, 2.02it/s]
691
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7857/10682 [1:12:24<23:18, 2.02it/s]
692
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7858/10682 [1:12:25<23:17, 2.02it/s]
693
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7859/10682 [1:12:25<23:16, 2.02it/s]
694
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7860/10682 [1:12:26<23:16, 2.02it/s]
695
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7861/10682 [1:12:26<23:14, 2.02it/s]
696
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7862/10682 [1:12:27<23:15, 2.02it/s]
697
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7863/10682 [1:12:27<23:14, 2.02it/s]
698
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7864/10682 [1:12:28<23:16, 2.02it/s]
699
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7865/10682 [1:12:28<23:13, 2.02it/s]
700
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7866/10682 [1:12:29<23:13, 2.02it/s]
701
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7867/10682 [1:12:29<23:12, 2.02it/s]
702
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7868/10682 [1:12:30<23:13, 2.02it/s]
703
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7869/10682 [1:12:30<23:11, 2.02it/s]
704
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7870/10682 [1:12:31<23:11, 2.02it/s]
705
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7871/10682 [1:12:31<23:10, 2.02it/s]
706
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7872/10682 [1:12:32<23:10, 2.02it/s]
707
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7873/10682 [1:12:32<23:09, 2.02it/s]
708
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7874/10682 [1:12:33<23:10, 2.02it/s]
709
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7875/10682 [1:12:33<23:09, 2.02it/s]
710
  {'loss': 2.8799, 'grad_norm': 0.26851731538772583, 'learning_rate': 0.00019603537011569566, 'epoch': 10.32}
711
+
712
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7875/10682 [1:12:33<23:09, 2.02it/s]
713
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7876/10682 [1:12:34<23:09, 2.02it/s]
714
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 7877/10682 [1:12:34<23:09, 2.02it/s]
715
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7878/10682 [1:12:35<23:07, 2.02it/s]
716
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7879/10682 [1:12:35<23:08, 2.02it/s]
717
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7880/10682 [1:12:36<23:06, 2.02it/s]
718
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7881/10682 [1:12:36<23:04, 2.02it/s]
719
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7882/10682 [1:12:37<23:03, 2.02it/s]
720
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7883/10682 [1:12:37<23:03, 2.02it/s]
721
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7884/10682 [1:12:38<23:03, 2.02it/s]
722
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7885/10682 [1:12:38<23:04, 2.02it/s]
723
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7886/10682 [1:12:39<23:02, 2.02it/s]
724
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7887/10682 [1:12:39<23:02, 2.02it/s]
725
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7888/10682 [1:12:40<23:01, 2.02it/s]
726
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7889/10682 [1:12:40<23:02, 2.02it/s]
727
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7890/10682 [1:12:41<23:01, 2.02it/s]
728
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7891/10682 [1:12:41<23:01, 2.02it/s]
729
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7892/10682 [1:12:42<22:59, 2.02it/s]
730
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7893/10682 [1:12:42<23:00, 2.02it/s]
731
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7894/10682 [1:12:43<22:58, 2.02it/s]
732
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7895/10682 [1:12:43<22:59, 2.02it/s]
733
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7896/10682 [1:12:44<22:56, 2.02it/s]
734
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7897/10682 [1:12:44<22:57, 2.02it/s]
735
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7898/10682 [1:12:45<22:55, 2.02it/s]
736
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7899/10682 [1:12:45<22:56, 2.02it/s]
737
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7900/10682 [1:12:46<22:55, 2.02it/s]
738
  {'loss': 2.8842, 'grad_norm': 0.24814572930335999, 'learning_rate': 0.0001928020308484042, 'epoch': 10.35}
739
+
740
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7900/10682 [1:12:46<22:55, 2.02it/s]
741
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7901/10682 [1:12:46<22:57, 2.02it/s]
742
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7902/10682 [1:12:47<22:54, 2.02it/s]
743
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7903/10682 [1:12:47<22:56, 2.02it/s]
744
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7904/10682 [1:12:48<22:53, 2.02it/s]
745
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7905/10682 [1:12:48<22:54, 2.02it/s]
746
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7906/10682 [1:12:49<22:53, 2.02it/s]
747
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7907/10682 [1:12:49<22:53, 2.02it/s]
748
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7908/10682 [1:12:50<22:51, 2.02it/s]
749
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7909/10682 [1:12:50<22:53, 2.02it/s]
750
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7910/10682 [1:12:51<22:51, 2.02it/s]
751
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7911/10682 [1:12:51<22:51, 2.02it/s]
752
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7912/10682 [1:12:52<22:49, 2.02it/s]
753
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7913/10682 [1:12:52<22:50, 2.02it/s]
754
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7914/10682 [1:12:53<22:48, 2.02it/s]
755
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7915/10682 [1:12:53<22:48, 2.02it/s]
756
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7916/10682 [1:12:54<22:47, 2.02it/s]
757
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7917/10682 [1:12:54<22:48, 2.02it/s]
758
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7918/10682 [1:12:55<22:46, 2.02it/s]
759
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7919/10682 [1:12:55<22:48, 2.02it/s]
760
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7920/10682 [1:12:56<22:45, 2.02it/s]
761
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7921/10682 [1:12:56<22:45, 2.02it/s]
762
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7922/10682 [1:12:57<22:44, 2.02it/s]
763
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7923/10682 [1:12:57<22:45, 2.02it/s]
764
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7924/10682 [1:12:58<22:45, 2.02it/s]
765
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7925/10682 [1:12:58<22:45, 2.02it/s]
766
  {'loss': 2.8778, 'grad_norm': 0.24965329468250275, 'learning_rate': 0.00018958919743235897, 'epoch': 10.39}
767
+
768
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7925/10682 [1:12:58<22:45, 2.02it/s]
769
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7926/10682 [1:12:59<22:47, 2.02it/s]
770
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7927/10682 [1:12:59<22:44, 2.02it/s]
771
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7928/10682 [1:12:59<22:44, 2.02it/s]
772
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7929/10682 [1:13:00<22:43, 2.02it/s]
773
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7930/10682 [1:13:00<22:42, 2.02it/s]
774
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7931/10682 [1:13:01<22:41, 2.02it/s]
775
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7932/10682 [1:13:01<22:40, 2.02it/s]
776
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7933/10682 [1:13:02<22:39, 2.02it/s]
777
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7934/10682 [1:13:02<22:38, 2.02it/s]
778
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7935/10682 [1:13:03<22:39, 2.02it/s]
779
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7936/10682 [1:13:03<22:38, 2.02it/s]
780
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7937/10682 [1:13:04<22:39, 2.02it/s]
781
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7938/10682 [1:13:04<22:37, 2.02it/s]
782
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7939/10682 [1:13:05<22:37, 2.02it/s]
783
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7940/10682 [1:13:05<22:36, 2.02it/s]
784
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7941/10682 [1:13:06<22:37, 2.02it/s]
785
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7942/10682 [1:13:06<22:35, 2.02it/s]
786
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7943/10682 [1:13:07<22:36, 2.02it/s]
787
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7944/10682 [1:13:07<22:35, 2.02it/s]
788
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7945/10682 [1:13:08<22:35, 2.02it/s]
789
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7946/10682 [1:13:08<22:34, 2.02it/s]
790
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7947/10682 [1:13:09<22:33, 2.02it/s]
791
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7948/10682 [1:13:09<22:32, 2.02it/s]
792
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7949/10682 [1:13:10<22:32, 2.02it/s]
793
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7950/10682 [1:13:10<22:30, 2.02it/s]
794
  {'loss': 2.8803, 'grad_norm': 0.24981389939785004, 'learning_rate': 0.0001863970843282357, 'epoch': 10.42}
795
+
796
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7950/10682 [1:13:10<22:30, 2.02it/s]
797
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7951/10682 [1:13:11<22:33, 2.02it/s]
798
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7952/10682 [1:13:11<22:31, 2.02it/s]
799
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7953/10682 [1:13:12<22:32, 2.02it/s]
800
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7954/10682 [1:13:12<22:31, 2.02it/s]
801
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7955/10682 [1:13:13<22:31, 2.02it/s]
802
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7956/10682 [1:13:13<22:29, 2.02it/s]
803
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7957/10682 [1:13:14<22:29, 2.02it/s]
804
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7958/10682 [1:13:14<22:27, 2.02it/s]
805
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7959/10682 [1:13:15<22:27, 2.02it/s]
806
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7960/10682 [1:13:15<22:25, 2.02it/s]
807
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7961/10682 [1:13:16<22:27, 2.02it/s]
808
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7962/10682 [1:13:16<22:27, 2.02it/s]
809
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7963/10682 [1:13:17<22:26, 2.02it/s]
810
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7964/10682 [1:13:17<22:26, 2.02it/s]
811
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7965/10682 [1:13:18<22:24, 2.02it/s]
812
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7966/10682 [1:13:18<22:23, 2.02it/s]
813
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7967/10682 [1:13:19<22:23, 2.02it/s]
814
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7968/10682 [1:13:19<22:24, 2.02it/s]
815
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7969/10682 [1:13:20<22:22, 2.02it/s]
816
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7970/10682 [1:13:20<22:21, 2.02it/s]
817
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7971/10682 [1:13:21<22:20, 2.02it/s]
818
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7972/10682 [1:13:21<22:20, 2.02it/s]
819
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7973/10682 [1:13:22<22:20, 2.02it/s]
820
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7974/10682 [1:13:22<22:21, 2.02it/s]
821
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7975/10682 [1:13:23<22:19, 2.02it/s]
822
 
823
+
824
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7975/10682 [1:13:23<22:19, 2.02it/s]
825
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7976/10682 [1:13:23<22:23, 2.01it/s]
826
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7977/10682 [1:13:24<22:20, 2.02it/s]
827
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7978/10682 [1:13:24<22:20, 2.02it/s]
828
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7979/10682 [1:13:25<22:18, 2.02it/s]
829
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7980/10682 [1:13:25<22:19, 2.02it/s]
830
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7981/10682 [1:13:26<22:17, 2.02it/s]
831
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7982/10682 [1:13:26<22:17, 2.02it/s]
832
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7983/10682 [1:13:27<22:15, 2.02it/s]
833
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7984/10682 [1:13:27<22:15, 2.02it/s]
834
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7985/10682 [1:13:28<22:14, 2.02it/s]
835
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7986/10682 [1:13:28<22:14, 2.02it/s]
836
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7987/10682 [1:13:29<22:14, 2.02it/s]
837
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7988/10682 [1:13:29<22:13, 2.02it/s]
838
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7989/10682 [1:13:30<22:13, 2.02it/s]
839
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7990/10682 [1:13:30<22:12, 2.02it/s]
840
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7991/10682 [1:13:31<22:13, 2.02it/s]
841
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7992/10682 [1:13:31<22:11, 2.02it/s]
842
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7993/10682 [1:13:32<22:11, 2.02it/s]
843
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7994/10682 [1:13:32<22:09, 2.02it/s]
844
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7995/10682 [1:13:33<22:10, 2.02it/s]
845
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7996/10682 [1:13:33<22:10, 2.02it/s]
846
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7997/10682 [1:13:34<22:10, 2.02it/s]
847
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7998/10682 [1:13:34<22:08, 2.02it/s]
848
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 7999/10682 [1:13:35<22:08, 2.02it/s]
849
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8000/10682 [1:13:35<22:06, 2.02it/s]
850
  {'loss': 2.8918, 'grad_norm': 0.24982097744941711, 'learning_rate': 0.00018007586996870206, 'epoch': 10.48}
851
+
852
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8000/10682 [1:13:35<22:06, 2.02it/s]
853
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8001/10682 [1:13:36<22:09, 2.02it/s]
854
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8002/10682 [1:13:36<22:07, 2.02it/s]
855
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8003/10682 [1:13:37<22:06, 2.02it/s]
856
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8004/10682 [1:13:37<22:05, 2.02it/s]
857
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8005/10682 [1:13:38<22:05, 2.02it/s]
858
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8006/10682 [1:13:38<22:04, 2.02it/s]
859
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8007/10682 [1:13:39<22:04, 2.02it/s]
860
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8008/10682 [1:13:39<22:03, 2.02it/s]
861
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8009/10682 [1:13:40<22:03, 2.02it/s]
862
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8010/10682 [1:13:40<22:01, 2.02it/s]
863
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 8011/10682 [1:13:41<22:01, 2.02it/s]
864
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8012/10682 [1:13:41<22:00, 2.02it/s]
865
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8013/10682 [1:13:42<22:01, 2.02it/s]
866
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8014/10682 [1:13:42<21:59, 2.02it/s]
867
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8015/10682 [1:13:43<22:00, 2.02it/s]
868
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8016/10682 [1:13:43<21:58, 2.02it/s]
869
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8017/10682 [1:13:44<21:58, 2.02it/s]
870
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8018/10682 [1:13:44<21:56, 2.02it/s]
871
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8019/10682 [1:13:45<21:58, 2.02it/s]
872
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8020/10682 [1:13:45<21:55, 2.02it/s]
873
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8021/10682 [1:13:46<21:56, 2.02it/s]
874
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8022/10682 [1:13:46<21:55, 2.02it/s]
875
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8023/10682 [1:13:47<21:55, 2.02it/s]
876
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8024/10682 [1:13:47<21:54, 2.02it/s]
877
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8025/10682 [1:13:48<21:54, 2.02it/s]{'loss': 2.9015, 'grad_norm': 0.2518491744995117, 'learning_rate': 0.00017694719066230924, 'epoch': 10.52}
878
 
879
+
880
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8025/10682 [1:13:48<21:54, 2.02it/s]
881
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8026/10682 [1:13:48<21:54, 2.02it/s]
882
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8027/10682 [1:13:48<21:54, 2.02it/s]
883
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8028/10682 [1:13:49<21:51, 2.02it/s]
884
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8029/10682 [1:13:49<21:52, 2.02it/s]
885
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8030/10682 [1:13:50<21:50, 2.02it/s]
886
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8031/10682 [1:13:50<21:51, 2.02it/s]
887
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8032/10682 [1:13:51<21:51, 2.02it/s]
888
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8033/10682 [1:13:51<21:51, 2.02it/s]
889
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8034/10682 [1:13:52<21:50, 2.02it/s]
890
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8035/10682 [1:13:52<21:50, 2.02it/s]
891
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8036/10682 [1:13:53<21:48, 2.02it/s]
892
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8037/10682 [1:13:53<21:48, 2.02it/s]
893
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8038/10682 [1:13:54<21:46, 2.02it/s]
894
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8039/10682 [1:13:54<21:47, 2.02it/s]
895
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8040/10682 [1:13:55<21:46, 2.02it/s]
896
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8041/10682 [1:13:55<21:46, 2.02it/s]
897
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8042/10682 [1:13:56<21:45, 2.02it/s]
898
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8043/10682 [1:13:56<21:46, 2.02it/s]
899
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8044/10682 [1:13:57<21:43, 2.02it/s]
900
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8045/10682 [1:13:57<21:44, 2.02it/s]
901
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8046/10682 [1:13:58<21:43, 2.02it/s]
902
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8047/10682 [1:13:58<21:43, 2.02it/s]
903
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8048/10682 [1:13:59<21:42, 2.02it/s]
904
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8049/10682 [1:13:59<21:42, 2.02it/s]
905
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8050/10682 [1:14:00<21:40, 2.02it/s]
906
  {'loss': 2.8929, 'grad_norm': 0.24705103039741516, 'learning_rate': 0.00017384007553770858, 'epoch': 10.55}
907
+
908
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8050/10682 [1:14:00<21:40, 2.02it/s]
909
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8051/10682 [1:14:00<21:42, 2.02it/s]
910
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8052/10682 [1:14:01<21:40, 2.02it/s]
911
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8053/10682 [1:14:01<21:41, 2.02it/s]
912
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8054/10682 [1:14:02<21:39, 2.02it/s]
913
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8055/10682 [1:14:02<21:40, 2.02it/s]
914
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8056/10682 [1:14:03<21:39, 2.02it/s]
915
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8057/10682 [1:14:03<21:39, 2.02it/s]
916
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8058/10682 [1:14:04<21:38, 2.02it/s]
917
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8059/10682 [1:14:04<21:38, 2.02it/s]
918
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8060/10682 [1:14:05<21:36, 2.02it/s]
919
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8061/10682 [1:14:05<21:36, 2.02it/s]
920
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8062/10682 [1:14:06<21:36, 2.02it/s]
921
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8063/10682 [1:14:06<21:35, 2.02it/s]
922
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8064/10682 [1:14:07<21:34, 2.02it/s]
923
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8065/10682 [1:14:07<21:35, 2.02it/s]
924
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8066/10682 [1:14:08<21:34, 2.02it/s]
925
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8067/10682 [1:14:08<21:34, 2.02it/s]
926
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8068/10682 [1:14:09<21:32, 2.02it/s]
927
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8069/10682 [1:14:09<21:32, 2.02it/s]
928
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8070/10682 [1:14:10<21:31, 2.02it/s]
929
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8071/10682 [1:14:10<21:32, 2.02it/s]
930
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8072/10682 [1:14:11<21:32, 2.02it/s]
931
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8073/10682 [1:14:11<21:33, 2.02it/s]
932
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8074/10682 [1:14:12<21:31, 2.02it/s]
933
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8075/10682 [1:14:12<21:31, 2.02it/s]
934
  {'loss': 2.8997, 'grad_norm': 0.2514490485191345, 'learning_rate': 0.00017075473199874692, 'epoch': 10.58}
935
+
936
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8075/10682 [1:14:12<21:31, 2.02it/s]
937
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8076/10682 [1:14:13<21:33, 2.01it/s]
938
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8077/10682 [1:14:13<21:32, 2.02it/s]
939
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8078/10682 [1:14:14<21:31, 2.02it/s]
940
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8079/10682 [1:14:14<21:28, 2.02it/s]
941
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8080/10682 [1:14:15<21:29, 2.02it/s]
942
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8081/10682 [1:14:15<21:27, 2.02it/s]
943
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8082/10682 [1:14:16<21:27, 2.02it/s]
944
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8083/10682 [1:14:16<21:26, 2.02it/s]
945
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8084/10682 [1:14:17<21:25, 2.02it/s]
946
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8085/10682 [1:14:17<21:25, 2.02it/s]
947
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8086/10682 [1:14:18<21:23, 2.02it/s]
948
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8087/10682 [1:14:18<21:24, 2.02it/s]
949
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8088/10682 [1:14:19<21:22, 2.02it/s]
950
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8089/10682 [1:14:19<21:22, 2.02it/s]
951
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8090/10682 [1:14:20<21:21, 2.02it/s]
952
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8091/10682 [1:14:20<21:22, 2.02it/s]
953
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8092/10682 [1:14:21<21:21, 2.02it/s]
954
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8093/10682 [1:14:21<21:33, 2.00it/s]
955
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8094/10682 [1:14:22<21:28, 2.01it/s]
956
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8095/10682 [1:14:22<21:25, 2.01it/s]
957
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8096/10682 [1:14:23<21:23, 2.02it/s]
958
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8097/10682 [1:14:23<21:21, 2.02it/s]
959
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8098/10682 [1:14:24<21:19, 2.02it/s]
960
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8099/10682 [1:14:24<21:18, 2.02it/s]
961
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8100/10682 [1:14:25<21:18, 2.02it/s]
962
 
963
+
964
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8100/10682 [1:14:25<21:18, 2.02it/s]
965
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8101/10682 [1:14:25<21:19, 2.02it/s]
966
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8102/10682 [1:14:26<21:17, 2.02it/s]
967
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8103/10682 [1:14:26<21:17, 2.02it/s]
968
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8104/10682 [1:14:27<21:15, 2.02it/s]
969
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8105/10682 [1:14:27<21:14, 2.02it/s]
970
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8106/10682 [1:14:28<21:14, 2.02it/s]
971
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8107/10682 [1:14:28<21:14, 2.02it/s]
972
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8108/10682 [1:14:29<21:13, 2.02it/s]
973
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8109/10682 [1:14:29<21:12, 2.02it/s]
974
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8110/10682 [1:14:30<21:11, 2.02it/s]
975
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8111/10682 [1:14:30<21:11, 2.02it/s]
976
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8112/10682 [1:14:31<21:11, 2.02it/s]
977
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8113/10682 [1:14:31<21:12, 2.02it/s]
978
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8114/10682 [1:14:32<21:12, 2.02it/s]
979
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8115/10682 [1:14:32<21:10, 2.02it/s]
980
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8116/10682 [1:14:33<21:10, 2.02it/s]
981
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8117/10682 [1:14:33<21:08, 2.02it/s]
982
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8118/10682 [1:14:34<21:09, 2.02it/s]
983
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8119/10682 [1:14:34<21:07, 2.02it/s]
984
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8120/10682 [1:14:35<21:07, 2.02it/s]
985
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8121/10682 [1:14:35<21:06, 2.02it/s]
986
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8122/10682 [1:14:36<21:05, 2.02it/s]
987
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8123/10682 [1:14:36<21:05, 2.02it/s]
988
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8124/10682 [1:14:37<21:05, 2.02it/s]
989
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8125/10682 [1:14:37<21:05, 2.02it/s]{'loss': 2.8945, 'grad_norm': 0.24637724459171295, 'learning_rate': 0.0001646501820129766, 'epoch': 10.65}
990
+
991
 
992
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8125/10682 [1:14:37<21:05, 2.02it/s]
993
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8126/10682 [1:14:37<21:05, 2.02it/s]
994
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8127/10682 [1:14:38<21:05, 2.02it/s]
995
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8128/10682 [1:14:38<21:04, 2.02it/s]
996
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8129/10682 [1:14:39<21:04, 2.02it/s]
997
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8130/10682 [1:14:39<21:02, 2.02it/s]
998
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8131/10682 [1:14:40<21:02, 2.02it/s]
999
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8132/10682 [1:14:40<21:00, 2.02it/s]
1000
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8133/10682 [1:14:41<20:59, 2.02it/s]
1001
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8134/10682 [1:14:41<20:59, 2.02it/s]
1002
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8135/10682 [1:14:42<20:58, 2.02it/s]
1003
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8136/10682 [1:14:42<20:59, 2.02it/s]
1004
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8137/10682 [1:14:43<20:58, 2.02it/s]
1005
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8138/10682 [1:14:43<20:59, 2.02it/s]
1006
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8139/10682 [1:14:44<20:58, 2.02it/s]
1007
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8140/10682 [1:14:44<20:58, 2.02it/s]
1008
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8141/10682 [1:14:45<20:58, 2.02it/s]
1009
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8142/10682 [1:14:45<20:57, 2.02it/s]
1010
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8143/10682 [1:14:46<20:55, 2.02it/s]
1011
  76%|β–ˆβ–ˆοΏ½οΏ½β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8144/10682 [1:14:46<20:55, 2.02it/s]
1012
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 8145/10682 [1:14:47<20:55, 2.02it/s]
1013
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8146/10682 [1:14:47<20:54, 2.02it/s]
1014
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8147/10682 [1:14:48<20:53, 2.02it/s]
1015
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8148/10682 [1:14:48<20:54, 2.02it/s]
1016
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8149/10682 [1:14:49<20:54, 2.02it/s]
1017
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8150/10682 [1:14:49<20:52, 2.02it/s]{'loss': 2.8927, 'grad_norm': 0.25224441289901733, 'learning_rate': 0.00016163138305256598, 'epoch': 10.68}
1018
 
1019
+
1020
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8150/10682 [1:14:49<20:52, 2.02it/s]
1021
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8151/10682 [1:14:50<20:54, 2.02it/s]
1022
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8152/10682 [1:14:50<20:52, 2.02it/s]
1023
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8153/10682 [1:14:51<20:52, 2.02it/s]
1024
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8154/10682 [1:14:51<20:51, 2.02it/s]
1025
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8155/10682 [1:14:52<20:51, 2.02it/s]
1026
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8156/10682 [1:14:52<20:50, 2.02it/s]
1027
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8157/10682 [1:14:53<20:49, 2.02it/s]
1028
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8158/10682 [1:14:53<20:48, 2.02it/s]
1029
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8159/10682 [1:14:54<20:49, 2.02it/s]
1030
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8160/10682 [1:14:54<20:47, 2.02it/s]
1031
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8161/10682 [1:14:55<20:48, 2.02it/s]
1032
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8162/10682 [1:14:55<20:46, 2.02it/s]
1033
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8163/10682 [1:14:56<20:46, 2.02it/s]
1034
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8164/10682 [1:14:56<20:45, 2.02it/s]
1035
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8165/10682 [1:14:57<20:45, 2.02it/s]
1036
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8166/10682 [1:14:57<20:44, 2.02it/s]
1037
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8167/10682 [1:14:58<20:44, 2.02it/s]
1038
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8168/10682 [1:14:58<20:43, 2.02it/s]
1039
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8169/10682 [1:14:59<20:43, 2.02it/s]
1040
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8170/10682 [1:14:59<20:42, 2.02it/s]
1041
  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8171/10682 [1:15:00<20:42, 2.02it/s]
1042
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8172/10682 [1:15:00<20:40, 2.02it/s]
1043
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8173/10682 [1:15:01<20:41, 2.02it/s]
1044
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8174/10682 [1:15:01<20:39, 2.02it/s]
1045
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8175/10682 [1:15:02<20:39, 2.02it/s]
1046
 
1047
+
1048
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8175/10682 [1:15:02<20:39, 2.02it/s]
1049
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8176/10682 [1:15:02<20:41, 2.02it/s]
1050
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8177/10682 [1:15:03<20:40, 2.02it/s]
1051
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8178/10682 [1:15:03<20:39, 2.02it/s]
1052
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8179/10682 [1:15:04<20:38, 2.02it/s]
1053
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8180/10682 [1:15:04<20:38, 2.02it/s]
1054
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8181/10682 [1:15:05<20:37, 2.02it/s]
1055
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8182/10682 [1:15:05<20:36, 2.02it/s]
1056
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8183/10682 [1:15:06<20:37, 2.02it/s]
1057
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8184/10682 [1:15:06<20:35, 2.02it/s]
1058
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8185/10682 [1:15:07<20:35, 2.02it/s]
1059
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8186/10682 [1:15:07<20:36, 2.02it/s]
1060
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8187/10682 [1:15:08<20:36, 2.02it/s]
1061
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8188/10682 [1:15:08<20:36, 2.02it/s]
1062
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8189/10682 [1:15:09<20:33, 2.02it/s]
1063
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8190/10682 [1:15:09<20:33, 2.02it/s]
1064
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8191/10682 [1:15:10<20:31, 2.02it/s]
1065
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8192/10682 [1:15:10<20:31, 2.02it/s]
1066
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8193/10682 [1:15:11<20:30, 2.02it/s]
1067
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8194/10682 [1:15:11<20:31, 2.02it/s]
1068
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8195/10682 [1:15:12<20:29, 2.02it/s]
1069
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8196/10682 [1:15:12<20:29, 2.02it/s]
1070
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8197/10682 [1:15:13<20:28, 2.02it/s]
1071
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8198/10682 [1:15:13<20:28, 2.02it/s]
1072
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8199/10682 [1:15:14<20:27, 2.02it/s]
1073
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8200/10682 [1:15:14<20:27, 2.02it/s]
1074
 
1075
+
1076
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8200/10682 [1:15:14<20:27, 2.02it/s]
1077
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8201/10682 [1:15:15<20:27, 2.02it/s]
1078
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8202/10682 [1:15:15<20:25, 2.02it/s]
1079
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8203/10682 [1:15:16<20:26, 2.02it/s]
1080
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8204/10682 [1:15:16<20:25, 2.02it/s]
1081
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8205/10682 [1:15:17<22:12, 1.86it/s]
1082
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆοΏ½οΏ½β–‹ | 8206/10682 [1:15:17<21:43, 1.90it/s]
1083
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8207/10682 [1:15:18<21:18, 1.94it/s]
1084
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8208/10682 [1:15:18<21:01, 1.96it/s]
1085
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8209/10682 [1:15:19<20:49, 1.98it/s]
1086
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8210/10682 [1:15:19<20:41, 1.99it/s]
1087
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8211/10682 [1:15:20<20:35, 2.00it/s]
1088
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8212/10682 [1:15:20<20:30, 2.01it/s]
1089
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8213/10682 [1:15:21<20:27, 2.01it/s]
1090
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8214/10682 [1:15:21<20:37, 1.99it/s]
1091
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8215/10682 [1:15:22<20:32, 2.00it/s]
1092
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8216/10682 [1:15:22<20:28, 2.01it/s]
1093
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8217/10682 [1:15:23<20:26, 2.01it/s]
1094
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8218/10682 [1:15:23<20:24, 2.01it/s]
1095
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8219/10682 [1:15:24<20:23, 2.01it/s]
1096
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8220/10682 [1:15:24<20:20, 2.02it/s]
1097
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8221/10682 [1:15:25<20:20, 2.02it/s]
1098
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8222/10682 [1:15:25<20:18, 2.02it/s]
1099
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8223/10682 [1:15:26<20:17, 2.02it/s]
1100
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8224/10682 [1:15:26<20:16, 2.02it/s]
1101
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8225/10682 [1:15:27<20:16, 2.02it/s]{'loss': 2.9031, 'grad_norm': 0.24478811025619507, 'learning_rate': 0.0001527113038415231, 'epoch': 10.78}
1102
+
1103
 
1104
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8225/10682 [1:15:27<20:16, 2.02it/s]
1105
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8226/10682 [1:15:27<20:17, 2.02it/s]
1106
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8227/10682 [1:15:28<20:16, 2.02it/s]
1107
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8228/10682 [1:15:28<20:15, 2.02it/s]
1108
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8229/10682 [1:15:29<20:16, 2.02it/s]
1109
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8230/10682 [1:15:29<20:15, 2.02it/s]
1110
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8231/10682 [1:15:30<20:14, 2.02it/s]
1111
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8232/10682 [1:15:30<20:12, 2.02it/s]
1112
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8233/10682 [1:15:31<20:12, 2.02it/s]
1113
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8234/10682 [1:15:31<20:10, 2.02it/s]
1114
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8235/10682 [1:15:32<20:10, 2.02it/s]
1115
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8236/10682 [1:15:32<20:09, 2.02it/s]
1116
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8237/10682 [1:15:33<20:09, 2.02it/s]
1117
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8238/10682 [1:15:33<20:08, 2.02it/s]
1118
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8239/10682 [1:15:34<20:08, 2.02it/s]
1119
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8240/10682 [1:15:34<20:07, 2.02it/s]
1120
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8241/10682 [1:15:35<20:07, 2.02it/s]
1121
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8242/10682 [1:15:35<20:05, 2.02it/s]
1122
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8243/10682 [1:15:36<20:05, 2.02it/s]
1123
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8244/10682 [1:15:36<20:04, 2.02it/s]
1124
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8245/10682 [1:15:37<20:05, 2.02it/s]
1125
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8246/10682 [1:15:37<20:04, 2.02it/s]
1126
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8247/10682 [1:15:38<20:05, 2.02it/s]
1127
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8248/10682 [1:15:38<20:03, 2.02it/s]
1128
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8249/10682 [1:15:39<20:04, 2.02it/s]
1129
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8250/10682 [1:15:39<20:03, 2.02it/s]{'loss': 2.8918, 'grad_norm': 0.24946050345897675, 'learning_rate': 0.00014978404491439802, 'epoch': 10.81}
1130
 
1131
+
1132
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8250/10682 [1:15:39<20:03, 2.02it/s]
1133
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8251/10682 [1:15:40<20:04, 2.02it/s]
1134
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8252/10682 [1:15:40<20:03, 2.02it/s]
1135
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8253/10682 [1:15:41<20:03, 2.02it/s]
1136
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8254/10682 [1:15:41<20:01, 2.02it/s]
1137
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8255/10682 [1:15:41<20:02, 2.02it/s]
1138
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8256/10682 [1:15:42<20:01, 2.02it/s]
1139
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8257/10682 [1:15:42<20:01, 2.02it/s]
1140
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8258/10682 [1:15:43<20:00, 2.02it/s]
1141
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8259/10682 [1:15:43<20:00, 2.02it/s]
1142
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8260/10682 [1:15:44<19:59, 2.02it/s]
1143
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8261/10682 [1:15:44<19:59, 2.02it/s]
1144
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8262/10682 [1:15:45<19:57, 2.02it/s]
1145
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8263/10682 [1:15:45<19:57, 2.02it/s]
1146
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8264/10682 [1:15:46<19:57, 2.02it/s]
1147
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8265/10682 [1:15:46<19:56, 2.02it/s]
1148
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8266/10682 [1:15:47<19:56, 2.02it/s]
1149
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8267/10682 [1:15:47<19:54, 2.02it/s]
1150
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8268/10682 [1:15:48<19:55, 2.02it/s]
1151
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8269/10682 [1:15:48<19:52, 2.02it/s]
1152
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8270/10682 [1:15:49<19:52, 2.02it/s]
1153
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8271/10682 [1:15:49<19:51, 2.02it/s]
1154
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8272/10682 [1:15:50<19:52, 2.02it/s]
1155
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8273/10682 [1:15:50<19:51, 2.02it/s]
1156
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8274/10682 [1:15:51<19:51, 2.02it/s]
1157
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8275/10682 [1:15:51<19:50, 2.02it/s]
1158
 
1159
+
1160
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8275/10682 [1:15:51<19:50, 2.02it/s]
1161
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8276/10682 [1:15:52<19:52, 2.02it/s]
1162
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8277/10682 [1:15:52<19:51, 2.02it/s]
1163
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 8278/10682 [1:15:53<19:50, 2.02it/s]
1164
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8279/10682 [1:15:53<19:50, 2.02it/s]
1165
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8280/10682 [1:15:54<19:49, 2.02it/s]
1166
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8281/10682 [1:15:54<19:48, 2.02it/s]
1167
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8282/10682 [1:15:55<19:48, 2.02it/s]
1168
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8283/10682 [1:15:55<19:47, 2.02it/s]
1169
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8284/10682 [1:15:56<19:46, 2.02it/s]
1170
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8285/10682 [1:15:56<19:46, 2.02it/s]
1171
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8286/10682 [1:15:57<19:46, 2.02it/s]
1172
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8287/10682 [1:15:57<19:47, 2.02it/s]
1173
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8288/10682 [1:15:58<19:46, 2.02it/s]
1174
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8289/10682 [1:15:58<19:47, 2.02it/s]
1175
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8290/10682 [1:15:59<21:33, 1.85it/s]
1176
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8291/10682 [1:15:59<20:58, 1.90it/s]
1177
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8292/10682 [1:16:00<20:36, 1.93it/s]
1178
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8293/10682 [1:16:00<20:18, 1.96it/s]
1179
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8294/10682 [1:16:01<20:08, 1.98it/s]
1180
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8295/10682 [1:16:01<19:59, 1.99it/s]
1181
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8296/10682 [1:16:02<19:54, 2.00it/s]
1182
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8297/10682 [1:16:02<19:49, 2.01it/s]
1183
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8298/10682 [1:16:03<19:46, 2.01it/s]
1184
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8299/10682 [1:16:03<19:42, 2.02it/s]
1185
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8300/10682 [1:16:04<19:42, 2.01it/s]
1186
  {'loss': 2.8984, 'grad_norm': 0.24762478470802307, 'learning_rate': 0.00014399985296581835, 'epoch': 10.88}
1187
+
1188
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8300/10682 [1:16:04<19:42, 2.01it/s]
1189
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8301/10682 [1:16:04<19:41, 2.01it/s]
1190
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8302/10682 [1:16:05<19:40, 2.02it/s]
1191
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8303/10682 [1:16:05<19:38, 2.02it/s]
1192
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8304/10682 [1:16:06<19:38, 2.02it/s]
1193
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8305/10682 [1:16:06<19:37, 2.02it/s]
1194
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8306/10682 [1:16:07<19:36, 2.02it/s]
1195
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8307/10682 [1:16:07<19:35, 2.02it/s]
1196
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8308/10682 [1:16:08<19:35, 2.02it/s]
1197
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8309/10682 [1:16:08<19:34, 2.02it/s]
1198
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8310/10682 [1:16:09<19:34, 2.02it/s]
1199
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8311/10682 [1:16:09<19:34, 2.02it/s]
1200
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8312/10682 [1:16:10<19:33, 2.02it/s]
1201
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8313/10682 [1:16:10<19:33, 2.02it/s]
1202
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8314/10682 [1:16:11<19:31, 2.02it/s]
1203
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8315/10682 [1:16:11<19:32, 2.02it/s]
1204
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8316/10682 [1:16:12<19:29, 2.02it/s]
1205
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8317/10682 [1:16:12<19:29, 2.02it/s]
1206
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8318/10682 [1:16:13<19:28, 2.02it/s]
1207
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8319/10682 [1:16:13<19:28, 2.02it/s]
1208
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8320/10682 [1:16:14<19:28, 2.02it/s]
1209
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8321/10682 [1:16:14<19:28, 2.02it/s]
1210
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8322/10682 [1:16:15<19:28, 2.02it/s]
1211
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8323/10682 [1:16:15<19:28, 2.02it/s]
1212
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8324/10682 [1:16:16<19:26, 2.02it/s]
1213
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8325/10682 [1:16:16<19:26, 2.02it/s]
1214
 
1215
+
1216
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8325/10682 [1:16:16<19:26, 2.02it/s]
1217
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8326/10682 [1:16:17<19:26, 2.02it/s]
1218
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8327/10682 [1:16:17<19:26, 2.02it/s]
1219
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8328/10682 [1:16:18<19:25, 2.02it/s]
1220
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8329/10682 [1:16:18<19:24, 2.02it/s]
1221
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8330/10682 [1:16:19<19:22, 2.02it/s]
1222
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8331/10682 [1:16:19<19:23, 2.02it/s]
1223
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8332/10682 [1:16:20<19:22, 2.02it/s]
1224
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8333/10682 [1:16:20<19:23, 2.02it/s]
1225
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8334/10682 [1:16:21<19:24, 2.02it/s]
1226
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8335/10682 [1:16:21<19:23, 2.02it/s]
1227
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8336/10682 [1:16:22<19:22, 2.02it/s]
1228
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8337/10682 [1:16:22<19:20, 2.02it/s]
1229
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8338/10682 [1:16:23<19:21, 2.02it/s]
1230
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8339/10682 [1:16:23<19:19, 2.02it/s]
1231
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8340/10682 [1:16:24<19:20, 2.02it/s]
1232
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8341/10682 [1:16:24<19:18, 2.02it/s]
1233
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8342/10682 [1:16:25<19:19, 2.02it/s]
1234
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8343/10682 [1:16:25<19:18, 2.02it/s]
1235
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8344/10682 [1:16:26<19:17, 2.02it/s]
1236
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8345/10682 [1:16:26<19:17, 2.02it/s]
1237
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8346/10682 [1:16:27<19:17, 2.02it/s]
1238
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8347/10682 [1:16:27<19:16, 2.02it/s]
1239
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8348/10682 [1:16:28<19:17, 2.02it/s]
1240
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8349/10682 [1:16:28<19:16, 2.02it/s]
1241
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8350/10682 [1:16:29<19:15, 2.02it/s]
1242
  {'loss': 2.9034, 'grad_norm': 0.2513554096221924, 'learning_rate': 0.00013831071326327282, 'epoch': 10.94}
1243
+
1244
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8350/10682 [1:16:29<19:15, 2.02it/s]
1245
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8351/10682 [1:16:29<19:16, 2.02it/s]
1246
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8352/10682 [1:16:30<19:14, 2.02it/s]
1247
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8353/10682 [1:16:30<19:14, 2.02it/s]
1248
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8354/10682 [1:16:31<19:12, 2.02it/s]
1249
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8355/10682 [1:16:31<19:13, 2.02it/s]
1250
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8356/10682 [1:16:32<19:12, 2.02it/s]
1251
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8357/10682 [1:16:32<19:11, 2.02it/s]
1252
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8358/10682 [1:16:33<19:10, 2.02it/s]
1253
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8359/10682 [1:16:33<19:09, 2.02it/s]
1254
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8360/10682 [1:16:34<19:08, 2.02it/s]
1255
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8361/10682 [1:16:34<19:08, 2.02it/s]
1256
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8362/10682 [1:16:35<19:07, 2.02it/s]
1257
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8363/10682 [1:16:35<19:06, 2.02it/s]
1258
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8364/10682 [1:16:36<19:06, 2.02it/s]
1259
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8365/10682 [1:16:36<19:05, 2.02it/s]
1260
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8366/10682 [1:16:37<19:05, 2.02it/s]
1261
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8367/10682 [1:16:37<19:04, 2.02it/s]
1262
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8368/10682 [1:16:38<19:05, 2.02it/s]
1263
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8369/10682 [1:16:38<19:03, 2.02it/s]
1264
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8370/10682 [1:16:39<19:04, 2.02it/s]
1265
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8371/10682 [1:16:39<19:02, 2.02it/s]
1266
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8372/10682 [1:16:40<19:03, 2.02it/s]
1267
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8373/10682 [1:16:40<19:02, 2.02it/s]
1268
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8374/10682 [1:16:41<19:02, 2.02it/s]
1269
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8375/10682 [1:16:41<19:01, 2.02it/s]
1270
 
1271
+
1272
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8375/10682 [1:16:41<19:01, 2.02it/s]
1273
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8376/10682 [1:16:42<19:02, 2.02it/s]
1274
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8377/10682 [1:16:42<19:01, 2.02it/s]
1275
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8378/10682 [1:16:43<19:00, 2.02it/s]
1276
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8379/10682 [1:16:43<18:58, 2.02it/s]
1277
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8380/10682 [1:16:44<18:59, 2.02it/s]
1278
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8381/10682 [1:16:44<18:58, 2.02it/s]
1279
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8382/10682 [1:16:45<18:59, 2.02it/s]
1280
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8383/10682 [1:16:45<18:56, 2.02it/s]
1281
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8384/10682 [1:16:46<18:57, 2.02it/s]
1282
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8385/10682 [1:16:46<18:56, 2.02it/s]
1283
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8386/10682 [1:16:47<18:56, 2.02it/s]
1284
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8387/10682 [1:16:47<18:55, 2.02it/s]
1285
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8388/10682 [1:16:47<18:56, 2.02it/s]
1286
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8389/10682 [1:16:48<18:55, 2.02it/s]
1287
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8390/10682 [1:16:48<18:55, 2.02it/s]
1288
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8391/10682 [1:16:49<18:53, 2.02it/s]
1289
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8392/10682 [1:16:49<18:54, 2.02it/s]
1290
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8393/10682 [1:16:50<18:40, 2.04it/s]
1291
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8394/10682 [1:17:04<2:55:03, 4.59s/it]
1292
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8395/10682 [1:17:05<2:08:08, 3.36s/it]
1293
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8396/10682 [1:17:05<1:35:23, 2.50s/it]
1294
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8397/10682 [1:17:06<1:12:24, 1.90s/it]
1295
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8398/10682 [1:17:06<56:24, 1.48s/it]
1296
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8399/10682 [1:17:07<45:10, 1.19s/it]
1297
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8400/10682 [1:17:07<37:22, 1.02it/s]
1298
 
1299
+
1300
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8400/10682 [1:17:07<37:22, 1.02it/s]
1301
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8401/10682 [1:17:08<31:48, 1.20it/s]
1302
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8402/10682 [1:17:08<27:51, 1.36it/s]
1303
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8403/10682 [1:17:09<25:08, 1.51it/s]
1304
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8404/10682 [1:17:09<23:11, 1.64it/s]
1305
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8405/10682 [1:17:10<21:51, 1.74it/s]
1306
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8406/10682 [1:17:10<20:54, 1.81it/s]
1307
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8407/10682 [1:17:11<20:17, 1.87it/s]
1308
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8408/10682 [1:17:11<19:51, 1.91it/s]
1309
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8409/10682 [1:17:12<19:30, 1.94it/s]
1310
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8410/10682 [1:17:12<19:19, 1.96it/s]
1311
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8411/10682 [1:17:13<19:06, 1.98it/s]
1312
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 8412/10682 [1:17:13<18:59, 1.99it/s]
1313
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8413/10682 [1:17:14<18:53, 2.00it/s]
1314
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8414/10682 [1:17:14<18:50, 2.01it/s]
1315
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8415/10682 [1:17:15<18:49, 2.01it/s]
1316
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8416/10682 [1:17:15<18:46, 2.01it/s]
1317
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8417/10682 [1:17:16<18:43, 2.02it/s]
1318
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8418/10682 [1:17:16<18:42, 2.02it/s]
1319
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8419/10682 [1:17:17<18:39, 2.02it/s]
1320
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 8420/10682 [1:17:17<18:39, 2.02it/s]