nohup: ignoring input
Loading data...
Chunks nums: 5181967
Number of GPUs: 4
Starting encoding process...

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Batches:   1%|          | 30/2531 [05:43<7:45:39, 11.17s/it]
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Batches:   1%|▏         | 35/2531 [06:40<7:21:40, 10.62s/it]
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Batches:   1%|▏         | 36/2531 [06:50<7:19:30, 10.57s/it]
Batches:   2%|▏         | 40/2531 [07:25<6:48:13,  9.83s/it]
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Batches:   1%|▏         | 37/2531 [07:01<7:13:52, 10.44s/it]
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Batches:   2%|▏         | 41/2531 [07:34<6:41:45,  9.68s/it]
Batches:   1%|▏         | 35/2531 [06:36<7:21:55, 10.62s/it]
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Batches:   2%|▏         | 42/2531 [07:44<6:46:04,  9.79s/it]
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Batches:   1%|▏         | 37/2531 [06:56<7:07:30, 10.28s/it]
Batches:   2%|▏         | 44/2531 [08:02<6:28:32,  9.37s/it]
Batches:   2%|▏         | 40/2531 [07:31<7:01:55, 10.16s/it]
Batches:   1%|▏         | 33/2531 [06:28<8:11:35, 11.81s/it]
Batches:   2%|▏         | 45/2531 [08:11<6:20:30,  9.18s/it]
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Batches:   2%|▏         | 41/2531 [07:40<6:51:44,  9.92s/it]
Batches:   2%|▏         | 46/2531 [08:20<6:21:40,  9.22s/it]
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Batches:   2%|▏         | 48/2531 [08:38<6:11:54,  8.99s/it]
Batches:   2%|▏         | 41/2531 [07:35<6:45:51,  9.78s/it]
Batches:   2%|▏         | 44/2531 [08:09<6:38:02,  9.60s/it]
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Batches:   2%|▏         | 54/2531 [09:26<5:32:10,  8.05s/it]
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Batches:   3%|▎         | 64/2531 [10:39<4:58:52,  7.27s/it]
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Batches:   3%|▎         | 65/2531 [10:47<4:59:50,  7.30s/it]
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Batches:   3%|▎         | 67/2531 [11:00<4:48:49,  7.03s/it]
Batches:   2%|▏         | 61/2531 [10:30<5:12:00,  7.58s/it]
Batches:   2%|▏         | 48/2531 [09:23<7:52:05, 11.41s/it]
Batches:   2%|▏         | 59/2531 [10:02<5:10:39,  7.54s/it]
Batches:   3%|▎         | 68/2531 [11:08<5:02:20,  7.37s/it]
Batches:   2%|▏         | 62/2531 [10:37<5:05:27,  7.42s/it]
Batches:   2%|▏         | 49/2531 [09:34<7:49:35, 11.35s/it]
Batches:   3%|▎         | 69/2531 [11:15<4:58:35,  7.28s/it]
Batches:   2%|▏         | 60/2531 [10:10<5:23:32,  7.86s/it]
Batches:   2%|▏         | 63/2531 [10:44<5:02:46,  7.36s/it]
Batches:   3%|▎         | 70/2531 [11:22<4:53:58,  7.17s/it]
Batches:   3%|▎         | 64/2531 [10:51<5:01:20,  7.33s/it]
Batches:   2%|▏         | 61/2531 [10:18<5:17:50,  7.72s/it]
Batches:   2%|▏         | 50/2531 [09:45<7:48:12, 11.32s/it]
Batches:   3%|▎         | 71/2531 [11:29<4:46:28,  6.99s/it]
Batches:   3%|▎         | 65/2531 [10:58<4:55:57,  7.20s/it]
Batches:   2%|▏         | 62/2531 [10:25<5:09:54,  7.53s/it]
Batches:   3%|▎         | 72/2531 [11:36<4:45:12,  6.96s/it]
Batches:   3%|▎         | 66/2531 [11:05<4:52:29,  7.12s/it]
Batches:   2%|▏         | 63/2531 [10:32<5:07:30,  7.48s/it]
Batches:   2%|▏         | 51/2531 [09:57<7:51:23, 11.40s/it]
Batches:   3%|▎         | 73/2531 [11:43<4:42:36,  6.90s/it]
Batches:   3%|▎         | 67/2531 [11:12<4:50:14,  7.07s/it]
Batches:   3%|▎         | 64/2531 [10:39<5:03:31,  7.38s/it]
Batches:   3%|▎         | 74/2531 [11:49<4:36:20,  6.75s/it]
Batches:   2%|▏         | 52/2531 [10:08<7:53:32, 11.46s/it]
Batches:   3%|▎         | 68/2531 [11:19<4:48:17,  7.02s/it]
Batches:   3%|▎         | 65/2531 [10:46<4:57:14,  7.23s/it]
Batches:   3%|▎         | 75/2531 [11:56<4:36:03,  6.74s/it]
Batches:   3%|▎         | 69/2531 [11:26<4:47:56,  7.02s/it]
Batches:   3%|▎         | 66/2531 [10:53<4:50:53,  7.08s/it]
Batches:   2%|▏         | 53/2531 [10:19<7:45:41, 11.28s/it]
Batches:   3%|▎         | 76/2531 [12:02<4:30:16,  6.61s/it]
Batches:   3%|▎         | 70/2531 [11:32<4:42:47,  6.89s/it]
Batches:   3%|▎         | 67/2531 [11:00<4:50:09,  7.07s/it]
Batches:   3%|▎         | 77/2531 [12:08<4:25:39,  6.50s/it]
Batches:   3%|▎         | 71/2531 [11:38<4:32:40,  6.65s/it]
Batches:   2%|▏         | 54/2531 [10:30<7:40:08, 11.15s/it]
Batches:   3%|▎         | 68/2531 [11:07<4:45:48,  6.96s/it]
Batches:   3%|▎         | 78/2531 [12:15<4:24:33,  6.47s/it]
Batches:   3%|▎         | 72/2531 [11:45<4:29:14,  6.57s/it]
Batches:   3%|▎         | 69/2531 [11:13<4:41:16,  6.85s/it]
Batches:   3%|▎         | 79/2531 [12:21<4:19:27,  6.35s/it]
Batches:   2%|▏         | 55/2531 [10:41<7:37:05, 11.08s/it]
Batches:   3%|▎         | 73/2531 [11:51<4:23:58,  6.44s/it]
Batches:   3%|▎         | 70/2531 [11:20<4:40:40,  6.84s/it]
Batches:   3%|▎         | 80/2531 [12:27<4:21:54,  6.41s/it]
Batches:   3%|▎         | 74/2531 [11:57<4:23:30,  6.43s/it]
Batches:   3%|▎         | 71/2531 [11:27<4:36:08,  6.74s/it]
Batches:   2%|▏         | 56/2531 [10:51<7:29:08, 10.89s/it]
Batches:   3%|▎         | 81/2531 [12:33<4:14:01,  6.22s/it]
Batches:   3%|▎         | 75/2531 [12:04<4:23:03,  6.43s/it]
Batches:   3%|▎         | 72/2531 [11:33<4:32:53,  6.66s/it]
Batches:   3%|▎         | 82/2531 [12:39<4:09:40,  6.12s/it]
Batches:   3%|▎         | 76/2531 [12:10<4:20:37,  6.37s/it]
Batches:   2%|▏         | 57/2531 [11:01<7:17:49, 10.62s/it]
Batches:   3%|▎         | 83/2531 [12:45<4:08:03,  6.08s/it]
Batches:   3%|▎         | 73/2531 [11:40<4:34:21,  6.70s/it]
Batches:   3%|▎         | 77/2531 [12:17<4:28:41,  6.57s/it]
Batches:   3%|▎         | 84/2531 [12:51<4:10:46,  6.15s/it]
Batches:   3%|▎         | 74/2531 [11:47<4:36:15,  6.75s/it]
Batches:   2%|▏         | 58/2531 [11:11<7:08:26, 10.39s/it]
Batches:   3%|▎         | 78/2531 [12:24<4:28:43,  6.57s/it]
Batches:   3%|▎         | 85/2531 [12:56<3:57:38,  5.83s/it]
Batches:   3%|▎         | 75/2531 [11:53<4:27:49,  6.54s/it]
Batches:   2%|▏         | 59/2531 [11:21<7:01:11, 10.22s/it]
Batches:   3%|▎         | 86/2531 [13:03<4:04:26,  6.00s/it]
Batches:   3%|▎         | 79/2531 [12:31<4:39:50,  6.85s/it]
Batches:   3%|▎         | 76/2531 [12:00<4:28:59,  6.57s/it]
Batches:   3%|▎         | 87/2531 [13:08<3:58:43,  5.86s/it]
Batches:   3%|▎         | 80/2531 [12:37<4:29:30,  6.60s/it]
Batches:   3%|▎         | 77/2531 [12:05<4:18:43,  6.33s/it]
Batches:   2%|▏         | 60/2531 [11:30<6:49:32,  9.94s/it]
Batches:   3%|▎         | 88/2531 [13:14<3:58:54,  5.87s/it]
Batches:   3%|▎         | 81/2531 [12:43<4:16:58,  6.29s/it]
Batches:   3%|▎         | 78/2531 [12:11<4:13:42,  6.21s/it]
Batches:   4%|▎         | 89/2531 [13:19<3:51:18,  5.68s/it]
Batches:   3%|▎         | 82/2531 [12:48<4:10:17,  6.13s/it]
Batches:   2%|▏         | 61/2531 [11:40<6:44:12,  9.82s/it]
Batches:   3%|▎         | 79/2531 [12:17<4:08:12,  6.07s/it]
Batches:   4%|▎         | 90/2531 [13:25<3:51:06,  5.68s/it]
Batches:   3%|▎         | 83/2531 [12:54<4:07:23,  6.06s/it]
Batches:   3%|▎         | 80/2531 [12:23<4:09:54,  6.12s/it]
Batches:   4%|▎         | 91/2531 [13:30<3:43:29,  5.50s/it]
Batches:   2%|▏         | 62/2531 [11:49<6:40:36,  9.74s/it]
Batches:   3%|▎         | 84/2531 [13:01<4:10:31,  6.14s/it]
Batches:   3%|▎         | 81/2531 [12:29<4:07:31,  6.06s/it]
Batches:   4%|▎         | 92/2531 [13:37<3:58:06,  5.86s/it]
Batches:   3%|▎         | 85/2531 [13:07<4:11:28,  6.17s/it]
Batches:   2%|▏         | 63/2531 [11:58<6:31:57,  9.53s/it]
Batches:   3%|▎         | 82/2531 [12:35<4:08:59,  6.10s/it]
Batches:   4%|▎         | 93/2531 [13:42<3:54:51,  5.78s/it]
Batches:   3%|▎         | 86/2531 [13:13<4:07:27,  6.07s/it]
Batches:   3%|▎         | 83/2531 [12:41<4:08:52,  6.10s/it]
Batches:   4%|▎         | 94/2531 [13:49<4:04:28,  6.02s/it]
Batches:   3%|▎         | 64/2531 [12:08<6:33:43,  9.58s/it]
Batches:   3%|▎         | 87/2531 [13:19<4:11:48,  6.18s/it]
Batches:   3%|▎         | 84/2531 [12:47<4:08:46,  6.10s/it]
Batches:   4%|▍         | 95/2531 [13:55<3:58:02,  5.86s/it]
Batches:   3%|▎         | 88/2531 [13:25<4:08:13,  6.10s/it]
Batches:   3%|▎         | 65/2531 [12:17<6:25:58,  9.39s/it]
Batches:   3%|▎         | 85/2531 [12:53<4:04:50,  6.01s/it]
Batches:   4%|▍         | 96/2531 [14:01<3:59:54,  5.91s/it]
Batches:   3%|▎         | 86/2531 [12:59<3:58:44,  5.86s/it]
Batches:   4%|▎         | 89/2531 [13:32<4:20:06,  6.39s/it]
Batches:   4%|▍         | 97/2531 [14:05<3:43:51,  5.52s/it]
Batches:   3%|▎         | 66/2531 [12:26<6:22:01,  9.30s/it]
Batches:   4%|▎         | 90/2531 [13:37<4:00:24,  5.91s/it]
Batches:   3%|▎         | 87/2531 [13:05<3:57:55,  5.84s/it]
Batches:   4%|▍         | 98/2531 [14:11<3:43:46,  5.52s/it]
Batches:   4%|▎         | 91/2531 [13:43<3:56:38,  5.82s/it]
Batches:   4%|▍         | 99/2531 [14:15<3:34:08,  5.28s/it]
Batches:   3%|▎         | 88/2531 [13:11<4:02:36,  5.96s/it]
Batches:   3%|▎         | 67/2531 [12:36<6:22:30,  9.31s/it]
Batches:   4%|▎         | 92/2531 [13:48<3:48:18,  5.62s/it]
Batches:   4%|▍         | 100/2531 [14:20<3:30:05,  5.19s/it]
Batches:   4%|▎         | 89/2531 [13:17<4:00:21,  5.91s/it]
Batches:   4%|▍         | 101/2531 [14:25<3:24:04,  5.04s/it]
Batches:   4%|▎         | 93/2531 [13:54<3:50:15,  5.67s/it]
Batches:   3%|▎         | 68/2531 [12:44<6:16:33,  9.17s/it]
Batches:   4%|▎         | 90/2531 [13:22<3:57:26,  5.84s/it]
Batches:   4%|▍         | 102/2531 [14:30<3:24:01,  5.04s/it]
Batches:   4%|▎         | 94/2531 [13:59<3:49:29,  5.65s/it]
Batches:   3%|▎         | 69/2531 [12:52<5:56:25,  8.69s/it]
Batches:   4%|▎         | 91/2531 [13:28<4:01:50,  5.95s/it]
Batches:   4%|▍         | 103/2531 [14:35<3:25:16,  5.07s/it]
Batches:   4%|▍         | 95/2531 [14:04<3:39:50,  5.41s/it]
Batches:   4%|▎         | 92/2531 [13:34<3:52:49,  5.73s/it]
Batches:   4%|▍         | 104/2531 [14:40<3:26:03,  5.09s/it]
Batches:   4%|▍         | 96/2531 [14:09<3:30:48,  5.19s/it]
Batches:   3%|▎         | 70/2531 [13:02<6:08:59,  9.00s/it]
Batches:   4%|▎         | 93/2531 [13:39<3:42:28,  5.48s/it]
Batches:   4%|▍         | 105/2531 [14:45<3:22:54,  5.02s/it]
Batches:   4%|▍         | 97/2531 [14:15<3:41:23,  5.46s/it]
Batches:   4%|▎         | 94/2531 [13:43<3:35:15,  5.30s/it]
Batches:   4%|▍         | 106/2531 [14:50<3:19:25,  4.93s/it]
Batches:   4%|▍         | 98/2531 [14:19<3:30:57,  5.20s/it]
Batches:   3%|▎         | 71/2531 [13:11<6:14:17,  9.13s/it]
Batches:   4%|▍         | 95/2531 [13:49<3:38:39,  5.39s/it]
Batches:   4%|▍         | 107/2531 [14:55<3:15:49,  4.85s/it]
Batches:   4%|▍         | 99/2531 [14:25<3:39:19,  5.41s/it]
Batches:   4%|▍         | 108/2531 [14:59<3:11:01,  4.73s/it]
Batches:   4%|▍         | 96/2531 [13:54<3:36:36,  5.34s/it]
Batches:   3%|▎         | 72/2531 [13:20<6:09:36,  9.02s/it]
Batches:   4%|▍         | 100/2531 [14:31<3:44:45,  5.55s/it]
Batches:   4%|▍         | 109/2531 [15:04<3:14:21,  4.81s/it]
Batches:   4%|▍         | 97/2531 [14:00<3:39:36,  5.41s/it]
Batches:   4%|▍         | 101/2531 [14:36<3:40:36,  5.45s/it]
Batches:   3%|▎         | 73/2531 [13:27<5:50:50,  8.56s/it]
Batches:   4%|▍         | 110/2531 [15:10<3:25:15,  5.09s/it]
Batches:   4%|▍         | 98/2531 [14:05<3:40:24,  5.44s/it]
Batches:   4%|▍         | 102/2531 [14:41<3:32:32,  5.25s/it]
Batches:   4%|▍         | 111/2531 [15:16<3:32:52,  5.28s/it]
Batches:   4%|▍         | 99/2531 [14:10<3:35:47,  5.32s/it]
Batches:   3%|▎         | 74/2531 [13:35<5:41:36,  8.34s/it]
Batches:   4%|▍         | 103/2531 [14:46<3:31:51,  5.24s/it]
Batches:   4%|▍         | 112/2531 [15:20<3:25:12,  5.09s/it]
Batches:   4%|▍         | 100/2531 [14:16<3:38:07,  5.38s/it]
Batches:   4%|▍         | 104/2531 [14:51<3:23:55,  5.04s/it]
Batches:   3%|▎         | 75/2531 [13:43<5:35:57,  8.21s/it]
Batches:   4%|▍         | 113/2531 [15:25<3:24:29,  5.07s/it]
Batches:   4%|▍         | 101/2531 [14:21<3:29:24,  5.17s/it]
Batches:   4%|▍         | 105/2531 [14:56<3:19:50,  4.94s/it]
Batches:   5%|▍         | 114/2531 [15:30<3:23:38,  5.06s/it]
Batches:   4%|▍         | 102/2531 [14:26<3:27:59,  5.14s/it]
Batches:   3%|▎         | 76/2531 [13:51<5:29:44,  8.06s/it]
Batches:   4%|▍         | 106/2531 [15:01<3:21:14,  4.98s/it]
Batches:   5%|▍         | 115/2531 [15:34<3:13:54,  4.82s/it]
Batches:   4%|▍         | 103/2531 [14:31<3:28:09,  5.14s/it]
Batches:   4%|▍         | 107/2531 [15:05<3:17:26,  4.89s/it]
Batches:   3%|▎         | 77/2531 [13:58<5:21:39,  7.86s/it]
Batches:   5%|▍         | 116/2531 [15:40<3:18:54,  4.94s/it]
Batches:   4%|▍         | 104/2531 [14:36<3:25:45,  5.09s/it]
Batches:   4%|▍         | 108/2531 [15:10<3:18:07,  4.91s/it]
Batches:   5%|▍         | 117/2531 [15:44<3:11:33,  4.76s/it]
Batches:   4%|▍         | 105/2531 [14:41<3:23:47,  5.04s/it]
Batches:   4%|▍         | 109/2531 [15:15<3:11:07,  4.73s/it]
Batches:   3%|▎         | 78/2531 [14:06<5:15:47,  7.72s/it]
Batches:   5%|▍         | 118/2531 [15:49<3:09:51,  4.72s/it]
Batches:   4%|▍         | 106/2531 [14:45<3:17:56,  4.90s/it]
Batches:   4%|▍         | 110/2531 [15:20<3:20:47,  4.98s/it]
Batches:   5%|▍         | 119/2531 [15:53<3:03:23,  4.56s/it]
Batches:   3%|▎         | 79/2531 [14:13<5:07:48,  7.53s/it]
Batches:   4%|▍         | 107/2531 [14:50<3:19:45,  4.94s/it]
Batches:   4%|▍         | 111/2531 [15:25<3:18:24,  4.92s/it]
Batches:   5%|▍         | 120/2531 [15:58<3:05:18,  4.61s/it]
Batches:   4%|▍         | 108/2531 [14:55<3:14:51,  4.83s/it]
Batches:   3%|▎         | 80/2531 [14:20<5:03:04,  7.42s/it]
Batches:   4%|▍         | 112/2531 [15:29<3:10:35,  4.73s/it]
Batches:   5%|▍         | 121/2531 [16:02<3:01:57,  4.53s/it]
Batches:   4%|▍         | 109/2531 [15:00<3:17:21,  4.89s/it]
Batches:   4%|▍         | 113/2531 [15:34<3:06:21,  4.62s/it]
Batches:   5%|▍         | 122/2531 [16:06<2:59:24,  4.47s/it]
Batches:   3%|▎         | 81/2531 [14:27<4:58:29,  7.31s/it]
Batches:   5%|▍         | 114/2531 [15:38<3:04:14,  4.57s/it]
Batches:   4%|▍         | 110/2531 [15:05<3:18:19,  4.92s/it]
Batches:   5%|▍         | 123/2531 [16:11<2:58:42,  4.45s/it]
Batches:   4%|▍         | 111/2531 [15:09<3:06:31,  4.62s/it]
Batches:   5%|▍         | 115/2531 [15:43<3:06:31,  4.63s/it]
Batches:   5%|▍         | 124/2531 [16:16<3:05:34,  4.63s/it]
Batches:   3%|▎         | 82/2531 [14:35<5:08:11,  7.55s/it]
Batches:   5%|▍         | 116/2531 [15:47<3:02:22,  4.53s/it]
Batches:   4%|▍         | 112/2531 [15:14<3:13:55,  4.81s/it]
Batches:   5%|▍         | 125/2531 [16:20<3:04:35,  4.60s/it]
Batches:   3%|▎         | 83/2531 [14:42<5:04:29,  7.46s/it]
Batches:   5%|▍         | 117/2531 [15:52<3:07:28,  4.66s/it]
Batches:   5%|▍         | 126/2531 [16:24<2:55:52,  4.39s/it]
Batches:   4%|▍         | 113/2531 [15:19<3:14:36,  4.83s/it]
Batches:   5%|▌         | 127/2531 [16:29<2:55:59,  4.39s/it]
Batches:   5%|▍         | 118/2531 [15:57<3:06:57,  4.65s/it]
Batches:   5%|▍         | 114/2531 [15:24<3:16:04,  4.87s/it]
Batches:   3%|▎         | 84/2531 [14:49<4:54:21,  7.22s/it]
Batches:   5%|▌         | 128/2531 [16:33<2:54:01,  4.35s/it]
Batches:   5%|▍         | 119/2531 [16:01<3:05:47,  4.62s/it]
Batches:   5%|▍         | 115/2531 [15:28<3:08:33,  4.68s/it]
Batches:   3%|▎         | 85/2531 [14:56<4:52:26,  7.17s/it]
Batches:   5%|▌         | 129/2531 [16:37<2:57:31,  4.43s/it]
Batches:   5%|▍         | 116/2531 [15:32<3:01:38,  4.51s/it]
Batches:   5%|▍         | 120/2531 [16:06<3:06:44,  4.65s/it]
Batches:   5%|▌         | 130/2531 [16:41<2:51:22,  4.28s/it]
Batches:   5%|▍         | 117/2531 [15:37<3:01:56,  4.52s/it]
Batches:   5%|▍         | 121/2531 [16:11<3:11:12,  4.76s/it]
Batches:   3%|▎         | 86/2531 [15:02<4:41:34,  6.91s/it]
Batches:   5%|▌         | 131/2531 [16:45<2:47:42,  4.19s/it]
Batches:   5%|▍         | 118/2531 [15:41<2:58:08,  4.43s/it]
Batches:   5%|▍         | 122/2531 [16:16<3:08:40,  4.70s/it]
Batches:   5%|▌         | 132/2531 [16:50<2:47:39,  4.19s/it]
Batches:   3%|▎         | 87/2531 [15:09<4:38:20,  6.83s/it]
Batches:   5%|▍         | 119/2531 [15:46<3:00:28,  4.49s/it]
Batches:   5%|▍         | 123/2531 [16:20<3:06:27,  4.65s/it]
Batches:   5%|▌         | 133/2531 [16:54<2:47:49,  4.20s/it]
Batches:   5%|▍         | 120/2531 [15:50<2:57:43,  4.42s/it]
Batches:   5%|▍         | 124/2531 [16:25<3:06:02,  4.64s/it]
Batches:   3%|▎         | 88/2531 [15:16<4:42:02,  6.93s/it]
Batches:   5%|▌         | 134/2531 [16:58<2:53:03,  4.33s/it]
Batches:   5%|▍         | 121/2531 [15:54<2:54:19,  4.34s/it]
Batches:   5%|▍         | 125/2531 [16:30<3:11:20,  4.77s/it]
Batches:   5%|▌         | 135/2531 [17:02<2:44:21,  4.12s/it]
Batches:   5%|▍         | 122/2531 [15:59<2:56:07,  4.39s/it]
Batches:   4%|▎         | 89/2531 [15:23<4:43:16,  6.96s/it]
Batches:   5%|▌         | 136/2531 [17:06<2:43:17,  4.09s/it]
Batches:   5%|▍         | 126/2531 [16:35<3:11:09,  4.77s/it]
Batches:   5%|▍         | 123/2531 [16:03<2:52:45,  4.30s/it]
Batches:   5%|▌         | 137/2531 [17:10<2:47:23,  4.20s/it]
Batches:   5%|▌         | 127/2531 [16:39<3:05:48,  4.64s/it]
Batches:   4%|▎         | 90/2531 [15:30<4:43:33,  6.97s/it]
Batches:   5%|▍         | 124/2531 [16:09<3:12:28,  4.80s/it]
Batches:   5%|▌         | 138/2531 [17:15<2:48:58,  4.24s/it]
Batches:   5%|▌         | 128/2531 [16:43<3:04:43,  4.61s/it]
Batches:   4%|▎         | 91/2531 [15:37<4:40:01,  6.89s/it]
Batches:   5%|▍         | 125/2531 [16:13<3:07:52,  4.69s/it]
Batches:   5%|▌         | 139/2531 [17:19<2:46:36,  4.18s/it]
Batches:   5%|▌         | 129/2531 [16:48<3:03:12,  4.58s/it]
Batches:   5%|▍         | 126/2531 [16:17<3:01:52,  4.54s/it]
Batches:   6%|▌         | 140/2531 [17:24<2:55:05,  4.39s/it]
Batches:   4%|▎         | 92/2531 [15:43<4:36:51,  6.81s/it]
Batches:   5%|▌         | 130/2531 [16:53<3:07:56,  4.70s/it]
Batches:   5%|▌         | 127/2531 [16:22<2:59:10,  4.47s/it]
Batches:   6%|▌         | 141/2531 [17:28<2:50:22,  4.28s/it]
Batches:   5%|▌         | 131/2531 [16:58<3:07:34,  4.69s/it]
Batches:   4%|▎         | 93/2531 [15:50<4:31:15,  6.68s/it]
Batches:   5%|▌         | 128/2531 [16:26<2:56:58,  4.42s/it]
Batches:   6%|▌         | 142/2531 [17:31<2:39:44,  4.01s/it]
Batches:   5%|▌         | 132/2531 [17:01<2:57:38,  4.44s/it]
Batches:   5%|▌         | 129/2531 [16:30<2:57:20,  4.43s/it]
Batches:   6%|▌         | 143/2531 [17:36<2:52:40,  4.34s/it]
Batches:   5%|▌         | 133/2531 [17:05<2:45:53,  4.15s/it]
Batches:   4%|▎         | 94/2531 [15:57<4:32:04,  6.70s/it]
Batches:   5%|▌         | 130/2531 [16:34<2:48:26,  4.21s/it]
Batches:   6%|▌         | 144/2531 [17:40<2:47:21,  4.21s/it]
Batches:   5%|▌         | 134/2531 [17:09<2:45:46,  4.15s/it]
Batches:   5%|▌         | 131/2531 [16:38<2:47:57,  4.20s/it]
Batches:   4%|▍         | 95/2531 [16:03<4:26:10,  6.56s/it]
Batches:   6%|▌         | 145/2531 [17:44<2:42:45,  4.09s/it]
Batches:   5%|▌         | 135/2531 [17:15<3:01:58,  4.56s/it]
Batches:   5%|▌         | 132/2531 [16:43<2:52:30,  4.31s/it]
Batches:   6%|▌         | 146/2531 [17:49<2:53:16,  4.36s/it]
Batches:   4%|▍         | 96/2531 [16:09<4:24:53,  6.53s/it]
Batches:   5%|▌         | 136/2531 [17:19<2:56:32,  4.42s/it]
Batches:   5%|▌         | 133/2531 [16:47<2:46:51,  4.18s/it]
Batches:   6%|▌         | 147/2531 [17:53<2:53:32,  4.37s/it]
Batches:   5%|▌         | 137/2531 [17:23<2:50:59,  4.29s/it]
Batches:   5%|▌         | 134/2531 [16:51<2:49:39,  4.25s/it]
Batches:   6%|▌         | 148/2531 [17:57<2:44:46,  4.15s/it]
Batches:   4%|▍         | 97/2531 [16:16<4:29:04,  6.63s/it]
Batches:   5%|▌         | 138/2531 [17:27<2:47:04,  4.19s/it]
Batches:   5%|▌         | 135/2531 [16:55<2:50:06,  4.26s/it]
Batches:   6%|▌         | 149/2531 [18:01<2:37:57,  3.98s/it]
Batches:   5%|▌         | 139/2531 [17:32<2:55:21,  4.40s/it]
Batches:   4%|▍         | 98/2531 [16:23<4:30:57,  6.68s/it]
Batches:   5%|▌         | 136/2531 [16:59<2:47:31,  4.20s/it]
Batches:   6%|▌         | 150/2531 [18:05<2:42:04,  4.08s/it]
Batches:   6%|▌         | 140/2531 [17:36<2:52:57,  4.34s/it]
Batches:   5%|▌         | 137/2531 [17:03<2:45:55,  4.16s/it]
Batches:   6%|▌         | 151/2531 [18:09<2:42:43,  4.10s/it]
Batches:   4%|▍         | 99/2531 [16:29<4:19:22,  6.40s/it]
Batches:   6%|▌         | 141/2531 [17:40<2:53:16,  4.35s/it]
Batches:   6%|▌         | 152/2531 [18:13<2:46:34,  4.20s/it]
Batches:   5%|▌         | 138/2531 [17:09<2:57:11,  4.44s/it]
Batches:   6%|▌         | 142/2531 [17:44<2:49:16,  4.25s/it]
Batches:   4%|▍         | 100/2531 [16:35<4:23:30,  6.50s/it]
Batches:   6%|▌         | 153/2531 [18:17<2:36:45,  3.96s/it]
Batches:   5%|▌         | 139/2531 [17:13<2:56:01,  4.42s/it]
Batches:   6%|▌         | 143/2531 [17:48<2:49:47,  4.27s/it]
Batches:   6%|▌         | 154/2531 [18:20<2:33:00,  3.86s/it]
Batches:   6%|▌         | 140/2531 [17:17<2:56:05,  4.42s/it]
Batches:   4%|▍         | 101/2531 [16:42<4:25:21,  6.55s/it]
Batches:   6%|▌         | 155/2531 [18:25<2:39:44,  4.03s/it]
Batches:   6%|▌         | 144/2531 [17:54<3:00:52,  4.55s/it]
Batches:   6%|▌         | 141/2531 [17:21<2:49:10,  4.25s/it]
Batches:   6%|▌         | 156/2531 [18:29<2:35:59,  3.94s/it]
Batches:   4%|▍         | 102/2531 [16:48<4:20:52,  6.44s/it]
Batches:   6%|▌         | 145/2531 [17:58<2:54:49,  4.40s/it]
Batches:   6%|▌         | 142/2531 [17:26<2:54:27,  4.38s/it]
Batches:   6%|▌         | 157/2531 [18:32<2:29:14,  3.77s/it]
Batches:   6%|▌         | 146/2531 [18:02<2:55:00,  4.40s/it]
Batches:   6%|▌         | 143/2531 [17:30<2:52:17,  4.33s/it]
Batches:   6%|▌         | 158/2531 [18:35<2:23:15,  3.62s/it]
Batches:   4%|▍         | 103/2531 [16:55<4:23:01,  6.50s/it]
Batches:   6%|▌         | 147/2531 [18:06<2:51:33,  4.32s/it]
Batches:   6%|▋         | 159/2531 [18:39<2:26:12,  3.70s/it]
Batches:   6%|▌         | 144/2531 [17:34<2:52:06,  4.33s/it]
Batches:   4%|▍         | 104/2531 [17:01<4:20:47,  6.45s/it]
Batches:   6%|▌         | 148/2531 [18:11<2:52:44,  4.35s/it]
Batches:   6%|▋         | 160/2531 [18:43<2:25:07,  3.67s/it]
Batches:   6%|▌         | 145/2531 [17:38<2:48:16,  4.23s/it]
Batches:   6%|▋         | 161/2531 [18:46<2:21:18,  3.58s/it]
Batches:   6%|▌         | 149/2531 [18:15<2:49:56,  4.28s/it]
Batches:   6%|▌         | 146/2531 [17:43<2:49:26,  4.26s/it]
Batches:   4%|▍         | 105/2531 [17:07<4:16:48,  6.35s/it]
Batches:   6%|▌         | 150/2531 [18:19<2:46:40,  4.20s/it]
Batches:   6%|▋         | 162/2531 [18:51<2:33:28,  3.89s/it]
Batches:   6%|▌         | 147/2531 [17:47<2:46:45,  4.20s/it]
Batches:   6%|▌         | 151/2531 [18:22<2:36:58,  3.96s/it]
Batches:   6%|▋         | 163/2531 [18:54<2:29:01,  3.78s/it]
Batches:   4%|▍         | 106/2531 [17:14<4:15:49,  6.33s/it]
Batches:   6%|▌         | 148/2531 [17:51<2:49:33,  4.27s/it]
Batches:   6%|▋         | 164/2531 [18:58<2:28:45,  3.77s/it]
Batches:   6%|▌         | 152/2531 [18:27<2:48:03,  4.24s/it]
Batches:   6%|▌         | 149/2531 [17:55<2:47:05,  4.21s/it]
Batches:   4%|▍         | 107/2531 [17:20<4:17:05,  6.36s/it]
Batches:   7%|▋         | 165/2531 [19:02<2:31:26,  3.84s/it]
Batches:   6%|▌         | 153/2531 [18:31<2:46:22,  4.20s/it]
Batches:   6%|▌         | 150/2531 [17:59<2:46:28,  4.20s/it]
Batches:   7%|▋         | 166/2531 [19:05<2:26:43,  3.72s/it]
Batches:   4%|▍         | 108/2531 [17:26<4:10:38,  6.21s/it]
Batches:   6%|▌         | 154/2531 [18:36<2:53:18,  4.37s/it]
Batches:   7%|▋         | 167/2531 [19:09<2:25:38,  3.70s/it]
Batches:   6%|▌         | 151/2531 [18:04<2:54:58,  4.41s/it]
Batches:   6%|▌         | 155/2531 [18:40<2:45:55,  4.19s/it]
Batches:   4%|▍         | 109/2531 [17:32<4:03:20,  6.03s/it]
Batches:   6%|▌         | 152/2531 [18:08<2:46:01,  4.19s/it]
Batches:   7%|▋         | 168/2531 [19:13<2:33:37,  3.90s/it]
Batches:   6%|▌         | 156/2531 [18:44<2:50:01,  4.30s/it]
Batches:   6%|▌         | 153/2531 [18:12<2:43:25,  4.12s/it]
Batches:   7%|▋         | 169/2531 [19:18<2:35:09,  3.94s/it]
Batches:   4%|▍         | 110/2531 [17:37<3:57:42,  5.89s/it]
Batches:   6%|▌         | 157/2531 [18:48<2:45:14,  4.18s/it]
Batches:   6%|▌         | 154/2531 [18:16<2:36:38,  3.95s/it]
Batches:   7%|▋         | 170/2531 [19:21<2:34:03,  3.92s/it]
Batches:   4%|▍         | 111/2531 [17:43<3:58:03,  5.90s/it]
Batches:   6%|▌         | 158/2531 [18:53<2:49:10,  4.28s/it]
Batches:   6%|▌         | 155/2531 [18:20<2:38:19,  4.00s/it]
Batches:   7%|▋         | 171/2531 [19:26<2:43:46,  4.16s/it]
Batches:   6%|▋         | 159/2531 [18:56<2:40:13,  4.05s/it]
Batches:   7%|▋         | 172/2531 [19:30<2:34:34,  3.93s/it]
Batches:   6%|▌         | 156/2531 [18:24<2:47:01,  4.22s/it]
Batches:   4%|▍         | 112/2531 [17:49<4:02:26,  6.01s/it]
Batches:   6%|▋         | 160/2531 [19:00<2:35:42,  3.94s/it]
Batches:   7%|▋         | 173/2531 [19:33<2:29:20,  3.80s/it]
Batches:   6%|▌         | 157/2531 [18:29<2:50:00,  4.30s/it]
Batches:   6%|▋         | 161/2531 [19:04<2:35:21,  3.93s/it]
Batches:   4%|▍         | 113/2531 [17:55<4:00:12,  5.96s/it]
Batches:   7%|▋         | 174/2531 [19:36<2:24:28,  3.68s/it]
Batches:   6%|▌         | 158/2531 [18:33<2:44:59,  4.17s/it]
Batches:   6%|▋         | 162/2531 [19:07<2:31:14,  3.83s/it]
Batches:   7%|▋         | 175/2531 [19:40<2:26:15,  3.72s/it]
Batches:   5%|▍         | 114/2531 [18:00<3:46:13,  5.62s/it]
Batches:   6%|▋         | 159/2531 [18:37<2:46:30,  4.21s/it]
Batches:   6%|▋         | 163/2531 [19:11<2:32:11,  3.86s/it]
Batches:   7%|▋         | 176/2531 [19:44<2:26:17,  3.73s/it]
Batches:   6%|▋         | 160/2531 [18:41<2:37:28,  3.99s/it]
Batches:   6%|▋         | 164/2531 [19:15<2:26:49,  3.72s/it]
Batches:   5%|▍         | 115/2531 [18:06<3:50:24,  5.72s/it]
Batches:   7%|▋         | 177/2531 [19:49<2:37:16,  4.01s/it]
Batches:   6%|▋         | 161/2531 [18:44<2:30:30,  3.81s/it]
Batches:   7%|▋         | 165/2531 [19:18<2:23:06,  3.63s/it]
Batches:   6%|▋         | 162/2531 [18:48<2:27:27,  3.73s/it]
Batches:   7%|▋         | 178/2531 [19:53<2:38:43,  4.05s/it]
Batches:   5%|▍         | 116/2531 [18:12<3:53:42,  5.81s/it]
Batches:   7%|▋         | 166/2531 [19:22<2:21:52,  3.60s/it]
Batches:   7%|▋         | 179/2531 [19:57<2:38:45,  4.05s/it]
Batches:   6%|▋         | 163/2531 [18:52<2:40:11,  4.06s/it]
Batches:   7%|▋         | 167/2531 [19:26<2:27:16,  3.74s/it]
Batches:   5%|▍         | 117/2531 [18:18<3:59:27,  5.95s/it]
Batches:   7%|▋         | 180/2531 [20:00<2:33:18,  3.91s/it]
Batches:   7%|▋         | 168/2531 [19:29<2:26:26,  3.72s/it]
Batches:   6%|▋         | 164/2531 [18:56<2:37:31,  3.99s/it]
Batches:   5%|▍         | 118/2531 [18:23<3:40:55,  5.49s/it]
Batches:   7%|▋         | 181/2531 [20:04<2:28:23,  3.79s/it]
Batches:   7%|▋         | 169/2531 [19:33<2:24:26,  3.67s/it]
Batches:   7%|▋         | 165/2531 [19:01<2:43:34,  4.15s/it]
Batches:   7%|▋         | 182/2531 [20:07<2:22:46,  3.65s/it]
Batches:   5%|▍         | 119/2531 [18:27<3:27:17,  5.16s/it]
Batches:   7%|▋         | 170/2531 [19:37<2:25:00,  3.69s/it]
Batches:   7%|▋         | 166/2531 [19:04<2:34:39,  3.92s/it]
Batches:   7%|▋         | 183/2531 [20:11<2:27:58,  3.78s/it]
Batches:   7%|▋         | 171/2531 [19:40<2:20:31,  3.57s/it]
Batches:   7%|▋         | 167/2531 [19:08<2:37:03,  3.99s/it]
Batches:   5%|▍         | 120/2531 [18:33<3:34:13,  5.33s/it]
Batches:   7%|▋         | 172/2531 [19:44<2:21:53,  3.61s/it]
Batches:   7%|▋         | 184/2531 [20:16<2:33:25,  3.92s/it]
Batches:   7%|▋         | 168/2531 [19:11<2:27:54,  3.76s/it]
Batches:   5%|▍         | 121/2531 [18:38<3:27:32,  5.17s/it]
Batches:   7%|▋         | 173/2531 [19:47<2:17:14,  3.49s/it]
Batches:   7%|▋         | 185/2531 [20:19<2:28:21,  3.79s/it]
Batches:   7%|▋         | 169/2531 [19:15<2:22:14,  3.61s/it]
Batches:   7%|▋         | 174/2531 [19:50<2:14:35,  3.43s/it]
Batches:   7%|▋         | 186/2531 [20:23<2:25:02,  3.71s/it]
Batches:   7%|▋         | 170/2531 [19:18<2:21:59,  3.61s/it]
Batches:   5%|▍         | 122/2531 [18:43<3:34:32,  5.34s/it]
Batches:   7%|▋         | 175/2531 [19:54<2:22:23,  3.63s/it]
Batches:   7%|▋         | 187/2531 [20:27<2:30:26,  3.85s/it]
Batches:   7%|▋         | 171/2531 [19:22<2:21:48,  3.61s/it]
Batches:   5%|▍         | 123/2531 [18:48<3:29:21,  5.22s/it]
Batches:   7%|▋         | 176/2531 [19:58<2:19:14,  3.55s/it]
Batches:   7%|▋         | 188/2531 [20:30<2:24:07,  3.69s/it]
Batches:   7%|▋         | 172/2531 [19:25<2:17:57,  3.51s/it]
Batches:   7%|▋         | 177/2531 [20:01<2:14:06,  3.42s/it]
Batches:   7%|▋         | 189/2531 [20:33<2:17:31,  3.52s/it]
Batches:   7%|▋         | 173/2531 [19:29<2:16:30,  3.47s/it]
Batches:   5%|▍         | 124/2531 [18:53<3:25:42,  5.13s/it]
Batches:   8%|▊         | 190/2531 [20:36<2:12:14,  3.39s/it]
Batches:   7%|▋         | 178/2531 [20:05<2:18:59,  3.54s/it]
Batches:   7%|▋         | 174/2531 [19:32<2:14:12,  3.42s/it]
Batches:   5%|▍         | 125/2531 [18:58<3:24:43,  5.11s/it]
Batches:   8%|▊         | 191/2531 [20:39<2:07:26,  3.27s/it]
Batches:   7%|▋         | 179/2531 [20:09<2:23:45,  3.67s/it]
Batches:   7%|▋         | 175/2531 [19:35<2:15:08,  3.44s/it]
Batches:   8%|▊         | 192/2531 [20:43<2:07:39,  3.27s/it]
Batches:   7%|▋         | 176/2531 [19:39<2:17:24,  3.50s/it]
Batches:   7%|▋         | 180/2531 [20:13<2:32:46,  3.90s/it]
Batches:   5%|▍         | 126/2531 [19:04<3:30:20,  5.25s/it]
Batches:   8%|▊         | 193/2531 [20:46<2:06:35,  3.25s/it]
Batches:   7%|▋         | 181/2531 [20:16<2:24:31,  3.69s/it]
Batches:   7%|▋         | 177/2531 [19:43<2:25:21,  3.70s/it]
Batches:   5%|▌         | 127/2531 [19:09<3:24:15,  5.10s/it]
Batches:   8%|▊         | 194/2531 [20:50<2:15:42,  3.48s/it]
Batches:   7%|▋         | 182/2531 [20:19<2:19:43,  3.57s/it]
Batches:   7%|▋         | 178/2531 [19:48<2:32:49,  3.90s/it]
Batches:   8%|▊         | 195/2531 [20:54<2:22:05,  3.65s/it]
Batches:   5%|▌         | 128/2531 [19:13<3:20:14,  5.00s/it]
Batches:   7%|▋         | 183/2531 [20:23<2:19:38,  3.57s/it]
Batches:   7%|▋         | 179/2531 [19:51<2:31:36,  3.87s/it]
Batches:   8%|▊         | 196/2531 [20:57<2:20:08,  3.60s/it]
Batches:   7%|▋         | 184/2531 [20:26<2:14:03,  3.43s/it]
Batches:   7%|▋         | 180/2531 [19:55<2:30:02,  3.83s/it]
Batches:   5%|▌         | 129/2531 [19:19<3:32:06,  5.30s/it]
Batches:   8%|▊         | 197/2531 [21:01<2:19:14,  3.58s/it]
Batches:   7%|▋         | 185/2531 [20:30<2:21:07,  3.61s/it]
Batches:   7%|▋         | 181/2531 [19:59<2:25:23,  3.71s/it]
Batches:   8%|▊         | 198/2531 [21:05<2:22:21,  3.66s/it]
Batches:   7%|▋         | 186/2531 [20:33<2:14:06,  3.43s/it]
Batches:   5%|▌         | 130/2531 [19:25<3:37:27,  5.43s/it]
Batches:   7%|▋         | 182/2531 [20:02<2:20:21,  3.59s/it]
Batches:   8%|▊         | 199/2531 [21:08<2:14:25,  3.46s/it]
Batches:   7%|▋         | 187/2531 [20:36<2:09:11,  3.31s/it]
Batches:   7%|▋         | 183/2531 [20:05<2:19:57,  3.58s/it]
Batches:   8%|▊         | 200/2531 [21:11<2:11:47,  3.39s/it]
Batches:   5%|▌         | 131/2531 [19:31<3:41:05,  5.53s/it]
Batches:   7%|▋         | 188/2531 [20:40<2:19:44,  3.58s/it]
Batches:   7%|▋         | 184/2531 [20:09<2:15:36,  3.47s/it]
Batches:   8%|▊         | 201/2531 [21:15<2:23:40,  3.70s/it]
Batches:   7%|▋         | 189/2531 [20:44<2:25:44,  3.73s/it]
Batches:   5%|▌         | 132/2531 [19:36<3:35:43,  5.40s/it]
Batches:   7%|▋         | 185/2531 [20:12<2:14:29,  3.44s/it]
Batches:   8%|▊         | 202/2531 [21:19<2:21:10,  3.64s/it]
Batches:   7%|▋         | 186/2531 [20:15<2:10:35,  3.34s/it]
Batches:   8%|▊         | 190/2531 [20:48<2:28:15,  3.80s/it]
Batches:   5%|▌         | 133/2531 [19:41<3:30:55,  5.28s/it]
Batches:   8%|▊         | 203/2531 [21:22<2:16:52,  3.53s/it]
Batches:   7%|▋         | 187/2531 [20:19<2:19:44,  3.58s/it]
Batches:   8%|▊         | 191/2531 [20:53<2:34:55,  3.97s/it]
Batches:   8%|▊         | 204/2531 [21:25<2:11:11,  3.38s/it]
Batches:   5%|▌         | 134/2531 [19:45<3:16:01,  4.91s/it]
Batches:   8%|▊         | 205/2531 [21:28<2:07:37,  3.29s/it]
Batches:   8%|▊         | 192/2531 [20:57<2:32:42,  3.92s/it]
Batches:   7%|▋         | 188/2531 [20:23<2:26:08,  3.74s/it]
Batches:   8%|▊         | 206/2531 [21:31<2:04:41,  3.22s/it]
Batches:   5%|▌         | 135/2531 [19:50<3:20:49,  5.03s/it]
Batches:   8%|▊         | 193/2531 [21:00<2:28:41,  3.82s/it]
Batches:   7%|▋         | 189/2531 [20:28<2:33:38,  3.94s/it]
Batches:   8%|▊         | 207/2531 [21:35<2:06:40,  3.27s/it]
Batches:   8%|▊         | 194/2531 [21:04<2:25:12,  3.73s/it]
Batches:   8%|▊         | 190/2531 [20:31<2:23:31,  3.68s/it]
Batches:   5%|▌         | 136/2531 [19:56<3:28:18,  5.22s/it]
Batches:   8%|▊         | 208/2531 [21:38<2:04:41,  3.22s/it]
Batches:   8%|▊         | 191/2531 [20:34<2:21:44,  3.63s/it]
Batches:   8%|▊         | 195/2531 [21:08<2:27:36,  3.79s/it]
Batches:   8%|▊         | 209/2531 [21:41<2:10:08,  3.36s/it]
Batches:   5%|▌         | 137/2531 [20:01<3:27:05,  5.19s/it]
Batches:   8%|▊         | 192/2531 [20:38<2:18:52,  3.56s/it]
Batches:   8%|▊         | 196/2531 [21:12<2:29:25,  3.84s/it]
Batches:   8%|▊         | 210/2531 [21:45<2:11:50,  3.41s/it]
Batches:   8%|▊         | 197/2531 [21:15<2:21:41,  3.64s/it]
Batches:   8%|▊         | 193/2531 [20:41<2:21:23,  3.63s/it]
Batches:   5%|▌         | 138/2531 [20:07<3:32:35,  5.33s/it]
Batches:   8%|▊         | 211/2531 [21:49<2:16:29,  3.53s/it]
Batches:   8%|▊         | 194/2531 [20:44<2:13:26,  3.43s/it]
Batches:   8%|▊         | 198/2531 [21:18<2:22:34,  3.67s/it]
Batches:   8%|▊         | 212/2531 [21:52<2:12:18,  3.42s/it]
Batches:   5%|▌         | 139/2531 [20:11<3:22:33,  5.08s/it]
Batches:   8%|▊         | 195/2531 [20:48<2:12:34,  3.41s/it]
Batches:   8%|▊         | 199/2531 [21:22<2:21:21,  3.64s/it]
Batches:   8%|▊         | 213/2531 [21:55<2:06:31,  3.28s/it]
Batches:   8%|▊         | 196/2531 [20:51<2:11:41,  3.38s/it]
Batches:   6%|▌         | 140/2531 [20:16<3:18:35,  4.98s/it]
Batches:   8%|▊         | 200/2531 [21:25<2:18:48,  3.57s/it]
Batches:   8%|▊         | 214/2531 [21:58<2:01:47,  3.15s/it]
Batches:   8%|▊         | 197/2531 [20:54<2:05:25,  3.22s/it]
Batches:   8%|▊         | 201/2531 [21:28<2:11:43,  3.39s/it]
Batches:   8%|▊         | 215/2531 [22:01<1:58:01,  3.06s/it]
Batches:   6%|▌         | 141/2531 [20:21<3:15:33,  4.91s/it]
Batches:   8%|▊         | 198/2531 [20:58<2:10:43,  3.36s/it]
Batches:   9%|▊         | 216/2531 [22:04<2:00:10,  3.11s/it]
Batches:   8%|▊         | 202/2531 [21:32<2:15:10,  3.48s/it]
Batches:   8%|▊         | 199/2531 [21:01<2:12:41,  3.41s/it]
Batches:   6%|▌         | 142/2531 [20:25<3:12:08,  4.83s/it]
Batches:   8%|▊         | 203/2531 [21:36<2:14:03,  3.45s/it]
Batches:   9%|▊         | 217/2531 [22:08<2:06:39,  3.28s/it]
Batches:   8%|▊         | 200/2531 [21:06<2:25:13,  3.74s/it]
Batches:   6%|▌         | 143/2531 [20:30<3:08:58,  4.75s/it]
Batches:   8%|▊         | 204/2531 [21:39<2:15:07,  3.48s/it]
Batches:   9%|▊         | 218/2531 [22:11<2:10:35,  3.39s/it]
Batches:   8%|▊         | 201/2531 [21:09<2:19:29,  3.59s/it]
Batches:   9%|▊         | 219/2531 [22:14<2:05:50,  3.27s/it]
Batches:   8%|▊         | 205/2531 [21:42<2:13:30,  3.44s/it]
Batches:   6%|▌         | 144/2531 [20:36<3:20:09,  5.03s/it]
Batches:   8%|▊         | 202/2531 [21:12<2:14:19,  3.46s/it]
Batches:   9%|▊         | 220/2531 [22:18<2:09:40,  3.37s/it]
Batches:   8%|▊         | 206/2531 [21:46<2:15:26,  3.50s/it]
Batches:   9%|▊         | 221/2531 [22:21<2:07:46,  3.32s/it]
Batches:   8%|▊         | 203/2531 [21:16<2:17:58,  3.56s/it]
Batches:   6%|▌         | 145/2531 [20:40<3:17:18,  4.96s/it]
Batches:   8%|▊         | 207/2531 [21:50<2:19:34,  3.60s/it]
Batches:   8%|▊         | 204/2531 [21:19<2:11:19,  3.39s/it]
Batches:   9%|▉         | 222/2531 [22:24<2:09:33,  3.37s/it]
Batches:   8%|▊         | 208/2531 [21:54<2:23:17,  3.70s/it]
Batches:   6%|▌         | 146/2531 [20:45<3:15:21,  4.91s/it]
Batches:   9%|▉         | 223/2531 [22:28<2:06:57,  3.30s/it]
Batches:   8%|▊         | 205/2531 [21:23<2:18:38,  3.58s/it]
Batches:   8%|▊         | 209/2531 [21:57<2:21:09,  3.65s/it]
Batches:   6%|▌         | 147/2531 [20:49<3:07:10,  4.71s/it]
Batches:   9%|▉         | 224/2531 [22:31<2:04:37,  3.24s/it]
Batches:   8%|▊         | 206/2531 [21:26<2:14:05,  3.46s/it]
Batches:   8%|▊         | 210/2531 [22:01<2:21:50,  3.67s/it]
Batches:   9%|▉         | 225/2531 [22:34<2:06:07,  3.28s/it]
Batches:   8%|▊         | 207/2531 [21:30<2:17:26,  3.55s/it]
Batches:   6%|▌         | 148/2531 [20:54<3:07:38,  4.72s/it]
Batches:   8%|▊         | 211/2531 [22:05<2:22:29,  3.69s/it]
Batches:   9%|▉         | 226/2531 [22:38<2:08:25,  3.34s/it]
Batches:   8%|▊         | 208/2531 [21:33<2:13:15,  3.44s/it]
Batches:   6%|▌         | 149/2531 [20:59<3:09:28,  4.77s/it]
Batches:   8%|▊         | 212/2531 [22:09<2:24:07,  3.73s/it]
Batches:   9%|▉         | 227/2531 [22:41<2:11:00,  3.41s/it]
Batches:   8%|▊         | 209/2531 [21:37<2:16:50,  3.54s/it]
Batches:   8%|▊         | 213/2531 [22:12<2:20:18,  3.63s/it]
Batches:   9%|▉         | 228/2531 [22:45<2:14:22,  3.50s/it]
Batches:   8%|▊         | 210/2531 [21:40<2:09:47,  3.36s/it]
Batches:   6%|▌         | 150/2531 [21:04<3:10:07,  4.79s/it]
Batches:   8%|▊         | 214/2531 [22:15<2:16:08,  3.53s/it]
Batches:   9%|▉         | 229/2531 [22:48<2:08:22,  3.35s/it]
Batches:   8%|▊         | 211/2531 [21:43<2:09:44,  3.36s/it]
Batches:   6%|▌         | 151/2531 [21:08<2:58:06,  4.49s/it]
Batches:   8%|▊         | 215/2531 [22:19<2:17:22,  3.56s/it]
Batches:   9%|▉         | 230/2531 [22:51<2:11:02,  3.42s/it]
Batches:   8%|▊         | 212/2531 [21:46<2:10:25,  3.37s/it]
Batches:   9%|▊         | 216/2531 [22:22<2:11:21,  3.40s/it]
Batches:   6%|▌         | 152/2531 [21:13<3:07:26,  4.73s/it]
Batches:   8%|▊         | 213/2531 [21:49<2:03:34,  3.20s/it]
Batches:   9%|▉         | 231/2531 [22:55<2:12:47,  3.46s/it]
Batches:   9%|▊         | 217/2531 [22:25<2:11:17,  3.40s/it]
Batches:   8%|▊         | 214/2531 [21:53<2:05:07,  3.24s/it]
Batches:   9%|▉         | 232/2531 [22:58<2:05:34,  3.28s/it]
Batches:   6%|▌         | 153/2531 [21:18<3:10:27,  4.81s/it]
Batches:   9%|▉         | 233/2531 [23:00<1:56:46,  3.05s/it]
Batches:   8%|▊         | 215/2531 [21:56<2:01:51,  3.16s/it]
Batches:   9%|▊         | 218/2531 [22:29<2:13:04,  3.45s/it]
Batches:   9%|▉         | 234/2531 [23:03<1:54:38,  2.99s/it]
Batches:   6%|▌         | 154/2531 [21:22<3:05:38,  4.69s/it]
Batches:   9%|▊         | 216/2531 [21:59<2:04:20,  3.22s/it]
Batches:   9%|▊         | 219/2531 [22:33<2:15:35,  3.52s/it]
Batches:   9%|▉         | 235/2531 [23:07<2:01:21,  3.17s/it]
Batches:   6%|▌         | 155/2531 [21:26<2:57:18,  4.48s/it]
Batches:   9%|▊         | 217/2531 [22:03<2:08:24,  3.33s/it]
Batches:   9%|▊         | 220/2531 [22:36<2:18:11,  3.59s/it]
Batches:   9%|▉         | 236/2531 [23:10<1:56:22,  3.04s/it]
Batches:   9%|▊         | 218/2531 [22:06<2:07:28,  3.31s/it]
Batches:   9%|▊         | 221/2531 [22:39<2:10:35,  3.39s/it]
Batches:   6%|▌         | 156/2531 [21:31<3:01:56,  4.60s/it]
Batches:   9%|▉         | 237/2531 [23:12<1:55:09,  3.01s/it]
Batches:   9%|▊         | 219/2531 [22:09<2:06:46,  3.29s/it]
Batches:   9%|▉         | 222/2531 [22:43<2:09:14,  3.36s/it]
Batches:   9%|▉         | 238/2531 [23:16<2:01:38,  3.18s/it]
Batches:   6%|▌         | 157/2531 [21:35<2:57:46,  4.49s/it]
Batches:   9%|▊         | 220/2531 [22:12<2:01:07,  3.14s/it]
Batches:   9%|▉         | 223/2531 [22:46<2:12:42,  3.45s/it]
Batches:   9%|▉         | 239/2531 [23:19<1:57:41,  3.08s/it]
Batches:   9%|▊         | 221/2531 [22:15<1:59:32,  3.10s/it]
Batches:   6%|▌         | 158/2531 [21:40<3:00:14,  4.56s/it]
Batches:   9%|▉         | 240/2531 [23:21<1:51:14,  2.91s/it]
Batches:   9%|▉         | 224/2531 [22:50<2:12:13,  3.44s/it]
Batches:   9%|▉         | 222/2531 [22:18<2:04:53,  3.25s/it]
Batches:  10%|▉         | 241/2531 [23:24<1:50:40,  2.90s/it]
Batches:   9%|▉         | 225/2531 [22:53<2:09:09,  3.36s/it]
Batches:   6%|▋         | 159/2531 [21:44<2:51:13,  4.33s/it]
Batches:   9%|▉         | 223/2531 [22:21<2:01:23,  3.16s/it]
Batches:   9%|▉         | 226/2531 [22:56<2:02:08,  3.18s/it]
Batches:  10%|▉         | 242/2531 [23:28<2:01:05,  3.17s/it]
Batches:   6%|▋         | 160/2531 [21:49<2:54:55,  4.43s/it]
Batches:   9%|▉         | 224/2531 [22:25<2:01:18,  3.16s/it]
Batches:   9%|▉         | 227/2531 [22:59<2:06:02,  3.28s/it]
Batches:  10%|▉         | 243/2531 [23:31<2:01:42,  3.19s/it]
Batches:   9%|▉         | 225/2531 [22:28<2:04:45,  3.25s/it]
Batches:   9%|▉         | 228/2531 [23:02<2:01:19,  3.16s/it]
Batches:  10%|▉         | 244/2531 [23:34<1:59:48,  3.14s/it]
Batches:   6%|▋         | 161/2531 [21:53<3:00:35,  4.57s/it]
Batches:   9%|▉         | 226/2531 [22:31<1:58:20,  3.08s/it]
Batches:   9%|▉         | 229/2531 [23:05<1:57:01,  3.05s/it]
Batches:  10%|▉         | 245/2531 [23:37<1:57:55,  3.10s/it]
Batches:   9%|▉         | 227/2531 [22:34<2:03:58,  3.23s/it]
Batches:   6%|▋         | 162/2531 [21:58<3:04:23,  4.67s/it]
Batches:   9%|▉         | 230/2531 [23:08<1:57:14,  3.06s/it]
Batches:  10%|▉         | 246/2531 [23:40<1:50:52,  2.91s/it]
Batches:   9%|▉         | 228/2531 [22:38<2:04:55,  3.25s/it]
Batches:  10%|▉         | 247/2531 [23:43<1:56:30,  3.06s/it]
Batches:   9%|▉         | 231/2531 [23:11<2:02:58,  3.21s/it]
Batches:   6%|▋         | 163/2531 [22:03<3:07:08,  4.74s/it]
Batches:   9%|▉         | 229/2531 [22:40<2:00:54,  3.15s/it]
Batches:  10%|▉         | 248/2531 [23:46<1:55:32,  3.04s/it]
Batches:   9%|▉         | 232/2531 [23:15<2:04:33,  3.25s/it]
Batches:   9%|▉         | 230/2531 [22:43<1:57:51,  3.07s/it]
Batches:   6%|▋         | 164/2531 [22:08<3:02:11,  4.62s/it]
Batches:  10%|▉         | 249/2531 [23:49<1:55:25,  3.03s/it]
Batches:   9%|▉         | 233/2531 [23:18<2:01:19,  3.17s/it]
Batches:  10%|▉         | 250/2531 [23:52<1:51:52,  2.94s/it]
Batches:   9%|▉         | 231/2531 [22:47<2:01:46,  3.18s/it]
Batches:   9%|▉         | 234/2531 [23:21<2:02:02,  3.19s/it]
Batches:   7%|▋         | 165/2531 [22:13<3:05:34,  4.71s/it]
Batches:   9%|▉         | 232/2531 [22:50<2:03:01,  3.21s/it]
Batches:  10%|▉         | 251/2531 [23:55<1:56:18,  3.06s/it]
Batches:   9%|▉         | 235/2531 [23:23<1:53:33,  2.97s/it]
Batches:   7%|▋         | 166/2531 [22:17<3:02:05,  4.62s/it]
Batches:   9%|▉         | 236/2531 [23:26<1:52:41,  2.95s/it]
Batches:  10%|▉         | 252/2531 [23:59<2:02:05,  3.21s/it]
Batches:   9%|▉         | 233/2531 [22:54<2:11:31,  3.43s/it]
Batches:   9%|▉         | 237/2531 [23:29<1:50:36,  2.89s/it]
Batches:   9%|▉         | 234/2531 [22:57<2:00:39,  3.15s/it]
Batches:  10%|▉         | 253/2531 [24:02<2:00:05,  3.16s/it]
Batches:   7%|▋         | 167/2531 [22:21<2:59:57,  4.57s/it]
Batches:   9%|▉         | 238/2531 [23:32<1:49:32,  2.87s/it]
Batches:   9%|▉         | 235/2531 [22:59<1:57:48,  3.08s/it]
Batches:  10%|█         | 254/2531 [24:05<1:55:40,  3.05s/it]
Batches:   9%|▉         | 239/2531 [23:35<1:54:12,  2.99s/it]
Batches:   7%|▋         | 168/2531 [22:26<3:03:56,  4.67s/it]
Batches:   9%|▉         | 236/2531 [23:03<2:03:35,  3.23s/it]
Batches:  10%|█         | 255/2531 [24:08<2:01:03,  3.19s/it]
Batches:   9%|▉         | 240/2531 [23:38<1:56:17,  3.05s/it]
Batches:   9%|▉         | 237/2531 [23:06<1:57:58,  3.09s/it]
Batches:  10%|█         | 256/2531 [24:11<2:01:28,  3.20s/it]
Batches:   7%|▋         | 169/2531 [22:30<2:57:32,  4.51s/it]
Batches:  10%|▉         | 241/2531 [23:41<1:48:34,  2.84s/it]
Batches:   9%|▉         | 238/2531 [23:09<2:00:02,  3.14s/it]
Batches:  10%|█         | 257/2531 [24:15<2:01:43,  3.21s/it]
Batches:   7%|▋         | 170/2531 [22:34<2:47:21,  4.25s/it]
Batches:  10%|▉         | 242/2531 [23:44<1:54:24,  3.00s/it]
Batches:   9%|▉         | 239/2531 [23:12<1:59:36,  3.13s/it]
Batches:  10%|█         | 258/2531 [24:18<2:03:35,  3.26s/it]
Batches:   7%|▋         | 171/2531 [22:38<2:42:59,  4.14s/it]
Batches:  10%|▉         | 243/2531 [23:48<1:59:34,  3.14s/it]
Batches:   9%|▉         | 240/2531 [23:15<1:58:26,  3.10s/it]
Batches:  10%|█         | 259/2531 [24:21<2:04:53,  3.30s/it]
Batches:  10%|▉         | 244/2531 [23:50<1:56:20,  3.05s/it]
Batches:  10%|▉         | 241/2531 [23:18<1:55:29,  3.03s/it]
Batches:   7%|▋         | 172/2531 [22:43<2:49:29,  4.31s/it]
Batches:  10%|█         | 260/2531 [24:24<1:58:20,  3.13s/it]
Batches:  10%|▉         | 245/2531 [23:53<1:56:30,  3.06s/it]
Batches:  10%|▉         | 242/2531 [23:21<1:58:56,  3.12s/it]
Batches:  10%|█         | 261/2531 [24:28<2:00:49,  3.19s/it]
Batches:  10%|▉         | 246/2531 [23:56<1:53:48,  2.99s/it]
Batches:   7%|▋         | 173/2531 [22:47<2:52:32,  4.39s/it]
Batches:  10%|▉         | 243/2531 [23:24<1:54:53,  3.01s/it]
Batches:  10%|█         | 262/2531 [24:31<2:04:04,  3.28s/it]
Batches:  10%|▉         | 247/2531 [24:00<1:57:49,  3.10s/it]
Batches:   7%|▋         | 174/2531 [22:51<2:44:17,  4.18s/it]
Batches:  10%|▉         | 244/2531 [23:27<1:54:34,  3.01s/it]
Batches:  10%|█         | 263/2531 [24:33<1:53:27,  3.00s/it]
Batches:  10%|▉         | 248/2531 [24:03<1:55:03,  3.02s/it]
Batches:  10%|▉         | 245/2531 [23:30<1:57:33,  3.09s/it]
Batches:  10%|█         | 264/2531 [24:36<1:51:36,  2.95s/it]
Batches:   7%|▋         | 175/2531 [22:56<2:48:26,  4.29s/it]
Batches:  10%|▉         | 249/2531 [24:05<1:52:04,  2.95s/it]
Batches:  10%|▉         | 246/2531 [23:33<1:56:55,  3.07s/it]
Batches:  10%|█         | 265/2531 [24:39<1:45:53,  2.80s/it]
Batches:  10%|▉         | 250/2531 [24:08<1:51:52,  2.94s/it]
Batches:   7%|▋         | 176/2531 [23:00<2:53:43,  4.43s/it]
Batches:  11%|█         | 266/2531 [24:42<1:48:57,  2.89s/it]
Batches:  10%|▉         | 247/2531 [23:37<1:59:43,  3.15s/it]
Batches:  10%|▉         | 251/2531 [24:11<1:51:57,  2.95s/it]
Batches:  11%|█         | 267/2531 [24:45<1:53:16,  3.00s/it]
Batches:  10%|▉         | 248/2531 [23:40<2:05:28,  3.30s/it]
Batches:   7%|▋         | 177/2531 [23:05<2:55:56,  4.48s/it]
Batches:  10%|▉         | 252/2531 [24:15<1:59:25,  3.14s/it]
Batches:  11%|█         | 268/2531 [24:48<1:53:16,  3.00s/it]
Batches:  10%|▉         | 249/2531 [23:43<2:00:19,  3.16s/it]
Batches:  10%|▉         | 253/2531 [24:18<1:55:45,  3.05s/it]
Batches:   7%|▋         | 178/2531 [23:09<2:55:23,  4.47s/it]
Batches:  10%|▉         | 250/2531 [23:46<1:54:35,  3.01s/it]
Batches:  11%|█         | 269/2531 [24:51<1:58:11,  3.13s/it]
Batches:  10%|█         | 254/2531 [24:20<1:48:50,  2.87s/it]
Batches:  10%|▉         | 251/2531 [23:49<1:50:36,  2.91s/it]
Batches:  11%|█         | 270/2531 [24:55<1:58:13,  3.14s/it]
Batches:   7%|▋         | 179/2531 [23:14<2:56:30,  4.50s/it]
Batches:  10%|█         | 255/2531 [24:23<1:52:57,  2.98s/it]
Batches:  10%|▉         | 252/2531 [23:52<1:50:49,  2.92s/it]
Batches:  11%|█         | 271/2531 [24:57<1:51:13,  2.95s/it]
Batches:  10%|█         | 256/2531 [24:26<1:51:40,  2.95s/it]
Batches:   7%|▋         | 180/2531 [23:18<2:55:22,  4.48s/it]
Batches:  11%|█         | 272/2531 [25:00<1:49:01,  2.90s/it]
Batches:  10%|▉         | 253/2531 [23:55<1:59:09,  3.14s/it]
Batches:  10%|█         | 257/2531 [24:30<1:59:59,  3.17s/it]
Batches:  11%|█         | 273/2531 [25:02<1:42:35,  2.73s/it]
Batches:  10%|█         | 254/2531 [23:59<2:01:59,  3.21s/it]
Batches:   7%|▋         | 181/2531 [23:23<2:57:00,  4.52s/it]
Batches:  10%|█         | 258/2531 [24:33<1:59:09,  3.15s/it]
Batches:  11%|█         | 274/2531 [25:05<1:45:41,  2.81s/it]
Batches:  10%|█         | 255/2531 [24:02<2:03:54,  3.27s/it]
Batches:   7%|▋         | 182/2531 [23:27<2:51:52,  4.39s/it]
Batches:  11%|█         | 275/2531 [25:08<1:48:08,  2.88s/it]
Batches:  10%|█         | 259/2531 [24:36<2:02:52,  3.25s/it]
Batches:  10%|█         | 256/2531 [24:06<2:08:12,  3.38s/it]
Batches:  11%|█         | 276/2531 [25:11<1:51:29,  2.97s/it]
Batches:  10%|█         | 260/2531 [24:40<2:06:56,  3.35s/it]
Batches:   7%|▋         | 183/2531 [23:32<2:53:34,  4.44s/it]
Batches:  10%|█         | 257/2531 [24:09<2:03:39,  3.26s/it]
Batches:  11%|█         | 277/2531 [25:14<1:49:09,  2.91s/it]
Batches:  10%|█         | 261/2531 [24:43<2:04:54,  3.30s/it]
Batches:  10%|█         | 258/2531 [24:11<1:59:18,  3.15s/it]
Batches:  11%|█         | 278/2531 [25:17<1:44:42,  2.79s/it]
Batches:   7%|▋         | 184/2531 [23:36<2:50:38,  4.36s/it]
Batches:  10%|█         | 262/2531 [24:46<2:03:12,  3.26s/it]
Batches:  10%|█         | 259/2531 [24:14<1:56:07,  3.07s/it]
Batches:  11%|█         | 279/2531 [25:20<1:48:27,  2.89s/it]
Batches:  10%|█         | 263/2531 [24:49<1:58:03,  3.12s/it]
Batches:   7%|▋         | 185/2531 [23:40<2:52:38,  4.42s/it]
Batches:  10%|█         | 260/2531 [24:17<1:49:54,  2.90s/it]
Batches:  11%|█         | 280/2531 [25:23<1:53:18,  3.02s/it]
Batches:  10%|█         | 264/2531 [24:52<1:58:23,  3.13s/it]
Batches:  10%|█         | 261/2531 [24:19<1:45:05,  2.78s/it]
Batches:   7%|▋         | 186/2531 [23:45<2:51:28,  4.39s/it]
Batches:  11%|█         | 281/2531 [25:26<1:52:22,  3.00s/it]
Batches:  10%|█         | 265/2531 [24:55<1:50:02,  2.91s/it]
Batches:  10%|█         | 262/2531 [24:22<1:42:11,  2.70s/it]
Batches:   7%|▋         | 187/2531 [23:48<2:38:12,  4.05s/it]
Batches:  11%|█         | 282/2531 [25:29<1:54:55,  3.07s/it]
Batches:  11%|█         | 266/2531 [24:58<1:48:36,  2.88s/it]
Batches:  10%|█         | 263/2531 [24:25<1:46:43,  2.82s/it]
Batches:  11%|█         | 267/2531 [25:00<1:42:10,  2.71s/it]
Batches:  11%|█         | 283/2531 [25:32<1:50:40,  2.95s/it]
Batches:   7%|▋         | 188/2531 [23:51<2:30:13,  3.85s/it]
Batches:  10%|█         | 264/2531 [24:27<1:42:47,  2.72s/it]
Batches:  11%|█         | 268/2531 [25:02<1:39:31,  2.64s/it]
Batches:  10%|█         | 265/2531 [24:30<1:42:09,  2.70s/it]
Batches:  11%|█         | 284/2531 [25:35<1:55:02,  3.07s/it]
Batches:   7%|▋         | 189/2531 [23:56<2:35:59,  4.00s/it]
Batches:  11%|█         | 269/2531 [25:05<1:38:24,  2.61s/it]
Batches:  11%|█         | 266/2531 [24:33<1:39:38,  2.64s/it]
Batches:  11%|█▏        | 285/2531 [25:38<1:54:39,  3.06s/it]
Batches:  11%|█         | 270/2531 [25:07<1:37:14,  2.58s/it]
Batches:   8%|▊         | 190/2531 [24:00<2:37:36,  4.04s/it]
Batches:  11%|█         | 267/2531 [24:36<1:49:06,  2.89s/it]
Batches:  11%|█▏        | 286/2531 [25:41<1:54:48,  3.07s/it]
Batches:  11%|█         | 271/2531 [25:10<1:38:46,  2.62s/it]
Batches:  11%|█▏        | 287/2531 [25:44<1:45:54,  2.83s/it]
Batches:  11%|█         | 272/2531 [25:12<1:36:21,  2.56s/it]
Batches:  11%|█         | 268/2531 [24:40<1:55:17,  3.06s/it]
Batches:   8%|▊         | 191/2531 [24:04<2:42:18,  4.16s/it]
Batches:  11%|█▏        | 288/2531 [25:47<1:51:22,  2.98s/it]
Batches:  11%|█         | 273/2531 [25:16<1:43:16,  2.74s/it]
Batches:  11%|█         | 269/2531 [24:42<1:53:09,  3.00s/it]
Batches:   8%|▊         | 192/2531 [24:07<2:28:26,  3.81s/it]
Batches:  11%|█▏        | 289/2531 [25:50<1:51:09,  2.97s/it]
Batches:  11%|█         | 274/2531 [25:18<1:40:27,  2.67s/it]
Batches:  11%|█         | 270/2531 [24:45<1:53:12,  3.00s/it]
Batches:   8%|▊         | 193/2531 [24:12<2:36:54,  4.03s/it]
Batches:  11%|█         | 275/2531 [25:21<1:42:15,  2.72s/it]
Batches:  11%|█▏        | 290/2531 [25:53<1:54:29,  3.07s/it]
Batches:  11%|█         | 271/2531 [24:49<1:58:07,  3.14s/it]
Batches:  11%|█▏        | 291/2531 [25:56<1:45:23,  2.82s/it]
Batches:  11%|█         | 276/2531 [25:24<1:44:55,  2.79s/it]
Batches:  11%|█         | 272/2531 [24:52<1:52:47,  3.00s/it]
Batches:   8%|▊         | 194/2531 [24:16<2:39:58,  4.11s/it]
Batches:  12%|█▏        | 292/2531 [25:58<1:41:28,  2.72s/it]
Batches:  11%|█         | 277/2531 [25:27<1:49:36,  2.92s/it]
Batches:  11%|█         | 273/2531 [24:54<1:51:29,  2.96s/it]
Batches:  12%|█▏        | 293/2531 [26:01<1:41:37,  2.72s/it]
Batches:   8%|▊         | 195/2531 [24:20<2:43:28,  4.20s/it]
Batches:  11%|█         | 278/2531 [25:30<1:53:51,  3.03s/it]
Batches:  11%|█         | 274/2531 [24:57<1:50:24,  2.94s/it]
Batches:  12%|█▏        | 294/2531 [26:04<1:47:14,  2.88s/it]
Batches:  11%|█         | 275/2531 [25:00<1:50:02,  2.93s/it]
Batches:  11%|█         | 279/2531 [25:34<1:54:07,  3.04s/it]
Batches:   8%|▊         | 196/2531 [24:25<2:44:49,  4.24s/it]
Batches:  12%|█▏        | 295/2531 [26:06<1:41:45,  2.73s/it]
Batches:  11%|█         | 280/2531 [25:36<1:52:52,  3.01s/it]
Batches:  11%|█         | 276/2531 [25:03<1:53:56,  3.03s/it]
Batches:  12%|█▏        | 296/2531 [26:09<1:41:46,  2.73s/it]
Batches:   8%|▊         | 197/2531 [24:29<2:48:25,  4.33s/it]
Batches:  11%|█         | 281/2531 [25:39<1:47:15,  2.86s/it]
Batches:  11%|█         | 277/2531 [25:06<1:50:57,  2.95s/it]
Batches:  12%|█▏        | 297/2531 [26:12<1:38:51,  2.66s/it]
Batches:  11%|█         | 282/2531 [25:41<1:42:37,  2.74s/it]
Batches:  11%|█         | 278/2531 [25:09<1:50:48,  2.95s/it]
Batches:   8%|▊         | 198/2531 [24:34<2:49:28,  4.36s/it]
Batches:  12%|█▏        | 298/2531 [26:15<1:46:16,  2.86s/it]
Batches:  11%|█         | 283/2531 [25:45<1:49:45,  2.93s/it]
Batches:  11%|█         | 279/2531 [25:13<1:55:15,  3.07s/it]
Batches:  12%|█▏        | 299/2531 [26:18<1:49:14,  2.94s/it]
Batches:  11%|█         | 284/2531 [25:47<1:42:42,  2.74s/it]
Batches:   8%|▊         | 199/2531 [24:38<2:48:01,  4.32s/it]
Batches:  12%|█▏        | 300/2531 [26:20<1:41:18,  2.72s/it]
Batches:  11%|█         | 280/2531 [25:16<1:55:12,  3.07s/it]
Batches:  11%|█▏        | 285/2531 [25:50<1:47:34,  2.87s/it]
Batches:  12%|█▏        | 301/2531 [26:23<1:40:36,  2.71s/it]
Batches:   8%|▊         | 200/2531 [24:42<2:47:55,  4.32s/it]
Batches:  11%|█         | 281/2531 [25:19<1:54:29,  3.05s/it]
Batches:  11%|█▏        | 286/2531 [25:53<1:41:15,  2.71s/it]
Batches:  12%|█▏        | 302/2531 [26:26<1:40:04,  2.69s/it]
Batches:  11%|█         | 282/2531 [25:22<1:52:35,  3.00s/it]
Batches:   8%|▊         | 201/2531 [24:46<2:45:57,  4.27s/it]
Batches:  11%|█▏        | 287/2531 [25:56<1:48:59,  2.91s/it]
Batches:  12%|█▏        | 303/2531 [26:29<1:43:47,  2.80s/it]
Batches:  11%|█         | 283/2531 [25:25<1:54:33,  3.06s/it]
Batches:  11%|█▏        | 288/2531 [25:58<1:43:49,  2.78s/it]
Batches:   8%|▊         | 202/2531 [24:50<2:37:51,  4.07s/it]
Batches:  12%|█▏        | 304/2531 [26:32<1:46:03,  2.86s/it]
Batches:  11%|█         | 284/2531 [25:28<1:57:31,  3.14s/it]
Batches:  11%|█▏        | 289/2531 [26:01<1:44:39,  2.80s/it]
Batches:  12%|█▏        | 305/2531 [26:34<1:41:48,  2.74s/it]
Batches:   8%|▊         | 203/2531 [24:54<2:38:53,  4.10s/it]
Batches:  11%|█▏        | 285/2531 [25:30<1:48:37,  2.90s/it]
Batches:  11%|█▏        | 290/2531 [26:04<1:43:29,  2.77s/it]
Batches:  12%|█▏        | 306/2531 [26:37<1:42:51,  2.77s/it]
Batches:  11%|█▏        | 286/2531 [25:33<1:48:38,  2.90s/it]
Batches:  11%|█▏        | 291/2531 [26:07<1:46:41,  2.86s/it]
Batches:   8%|▊         | 204/2531 [24:58<2:36:21,  4.03s/it]
Batches:  12%|█▏        | 307/2531 [26:40<1:47:51,  2.91s/it]
Batches:  11%|█▏        | 287/2531 [25:36<1:42:25,  2.74s/it]
Batches:  12%|█▏        | 292/2531 [26:10<1:47:14,  2.87s/it]
Batches:   8%|▊         | 205/2531 [25:02<2:31:04,  3.90s/it]
Batches:  12%|█▏        | 308/2531 [26:43<1:47:44,  2.91s/it]
Batches:  11%|█▏        | 288/2531 [25:39<1:44:40,  2.80s/it]
Batches:  12%|█▏        | 293/2531 [26:13<1:46:23,  2.85s/it]
Batches:  12%|█▏        | 309/2531 [26:46<1:42:20,  2.76s/it]
Batches:   8%|▊         | 206/2531 [25:05<2:28:20,  3.83s/it]
Batches:  11%|█▏        | 289/2531 [25:41<1:44:40,  2.80s/it]
Batches:  12%|█▏        | 294/2531 [26:15<1:40:43,  2.70s/it]
Batches:  12%|█▏        | 310/2531 [26:48<1:42:27,  2.77s/it]
Batches:  11%|█▏        | 290/2531 [25:44<1:41:25,  2.72s/it]
Batches:  12%|█▏        | 295/2531 [26:18<1:38:55,  2.65s/it]
Batches:   8%|▊         | 207/2531 [25:09<2:29:42,  3.86s/it]
Batches:  12%|█▏        | 311/2531 [26:51<1:46:22,  2.87s/it]
Batches:  11%|█▏        | 291/2531 [25:46<1:38:03,  2.63s/it]
Batches:  12%|█▏        | 296/2531 [26:21<1:42:36,  2.75s/it]
Batches:  12%|█▏        | 292/2531 [25:49<1:34:44,  2.54s/it]
Batches:  12%|█▏        | 312/2531 [26:54<1:41:40,  2.75s/it]
Batches:   8%|▊         | 208/2531 [25:14<2:34:51,  4.00s/it]
Batches:  12%|█▏        | 297/2531 [26:23<1:36:24,  2.59s/it]
Batches:  12%|█▏        | 293/2531 [25:51<1:30:49,  2.44s/it]
Batches:  12%|█▏        | 313/2531 [26:57<1:43:58,  2.81s/it]
Batches:  12%|█▏        | 298/2531 [26:26<1:43:58,  2.79s/it]
Batches:   8%|▊         | 209/2531 [25:18<2:34:36,  4.00s/it]
Batches:  12%|█▏        | 314/2531 [26:59<1:34:26,  2.56s/it]
Batches:  12%|█▏        | 294/2531 [25:54<1:39:01,  2.66s/it]
Batches:  12%|█▏        | 315/2531 [27:01<1:31:02,  2.47s/it]
Batches:  12%|█▏        | 299/2531 [26:29<1:48:33,  2.92s/it]
Batches:  12%|█▏        | 295/2531 [25:57<1:39:56,  2.68s/it]
Batches:   8%|▊         | 210/2531 [25:22<2:35:34,  4.02s/it]
Batches:  12%|█▏        | 316/2531 [27:04<1:33:29,  2.53s/it]
Batches:  12%|█▏        | 300/2531 [26:32<1:45:57,  2.85s/it]
Batches:  12%|█▏        | 296/2531 [26:00<1:41:01,  2.71s/it]
Batches:  12%|█▏        | 301/2531 [26:34<1:41:00,  2.72s/it]
Batches:   8%|▊         | 211/2531 [25:25<2:31:43,  3.92s/it]
Batches:  13%|█▎        | 317/2531 [27:07<1:37:49,  2.65s/it]
Batches:  12%|█▏        | 297/2531 [26:02<1:37:01,  2.61s/it]
Batches:  12%|█▏        | 302/2531 [26:37<1:44:13,  2.81s/it]
Batches:  13%|█▎        | 318/2531 [27:09<1:39:23,  2.69s/it]
Batches:  12%|█▏        | 298/2531 [26:05<1:43:26,  2.78s/it]
Batches:   8%|▊         | 212/2531 [25:29<2:34:25,  4.00s/it]
Batches:  12%|█▏        | 303/2531 [26:40<1:39:37,  2.68s/it]
Batches:  13%|█▎        | 319/2531 [27:12<1:41:15,  2.75s/it]
Batches:  12%|█▏        | 299/2531 [26:07<1:38:40,  2.65s/it]
Batches:   8%|▊         | 213/2531 [25:33<2:34:16,  3.99s/it]
Batches:  12%|█▏        | 304/2531 [26:43<1:42:57,  2.77s/it]
Batches:  13%|█▎        | 320/2531 [27:15<1:37:07,  2.64s/it]
Batches:  12%|█▏        | 300/2531 [26:10<1:36:49,  2.60s/it]
Batches:  13%|█▎        | 321/2531 [27:17<1:33:18,  2.53s/it]
Batches:  12%|█▏        | 301/2531 [26:12<1:35:54,  2.58s/it]
Batches:  12%|█▏        | 305/2531 [26:46<1:46:35,  2.87s/it]
Batches:   8%|▊         | 214/2531 [25:38<2:36:38,  4.06s/it]
Batches:  13%|█▎        | 322/2531 [27:20<1:33:01,  2.53s/it]
Batches:  12%|█▏        | 306/2531 [26:49<1:45:46,  2.85s/it]
Batches:  12%|█▏        | 302/2531 [26:16<1:41:41,  2.74s/it]
Batches:  13%|█▎        | 323/2531 [27:22<1:30:48,  2.47s/it]
Batches:   8%|▊         | 215/2531 [25:42<2:34:31,  4.00s/it]
Batches:  12%|█▏        | 307/2531 [26:51<1:39:43,  2.69s/it]
Batches:  12%|█▏        | 303/2531 [26:18<1:36:01,  2.59s/it]
Batches:  13%|█▎        | 324/2531 [27:24<1:27:02,  2.37s/it]
Batches:  12%|█▏        | 308/2531 [26:54<1:37:03,  2.62s/it]
Batches:  12%|█▏        | 304/2531 [26:20<1:34:49,  2.55s/it]
Batches:  13%|█▎        | 325/2531 [27:26<1:27:15,  2.37s/it]
Batches:   9%|▊         | 216/2531 [25:46<2:36:17,  4.05s/it]
Batches:  12%|█▏        | 305/2531 [26:23<1:33:39,  2.52s/it]
Batches:  12%|█▏        | 309/2531 [26:56<1:38:32,  2.66s/it]
Batches:  13%|█▎        | 326/2531 [27:29<1:27:40,  2.39s/it]
Batches:  12%|█▏        | 306/2531 [26:25<1:30:54,  2.45s/it]
Batches:   9%|▊         | 217/2531 [25:50<2:37:55,  4.10s/it]
Batches:  13%|█▎        | 327/2531 [27:31<1:26:10,  2.35s/it]
Batches:  12%|█▏        | 310/2531 [26:59<1:42:05,  2.76s/it]
Batches:  12%|█▏        | 307/2531 [26:28<1:36:33,  2.60s/it]
Batches:  13%|█▎        | 328/2531 [27:33<1:23:36,  2.28s/it]
Batches:  12%|█▏        | 311/2531 [27:02<1:41:34,  2.75s/it]
Batches:   9%|▊         | 218/2531 [25:54<2:33:29,  3.98s/it]
Batches:  12%|█▏        | 308/2531 [26:31<1:39:26,  2.68s/it]
Batches:  13%|█▎        | 329/2531 [27:36<1:30:59,  2.48s/it]
Batches:  12%|█▏        | 312/2531 [27:04<1:37:24,  2.63s/it]
Batches:   9%|▊         | 219/2531 [25:58<2:33:27,  3.98s/it]
Batches:  13%|█▎        | 330/2531 [27:39<1:34:04,  2.56s/it]
Batches:  12%|█▏        | 309/2531 [26:34<1:43:14,  2.79s/it]
Batches:  12%|█▏        | 313/2531 [27:07<1:40:40,  2.72s/it]
Batches:  12%|█▏        | 314/2531 [27:10<1:36:30,  2.61s/it]
Batches:  13%|█▎        | 331/2531 [27:42<1:37:44,  2.67s/it]
Batches:  12%|█▏        | 310/2531 [26:37<1:43:07,  2.79s/it]
Batches:   9%|▊         | 220/2531 [26:02<2:33:54,  4.00s/it]
Batches:  12%|█▏        | 311/2531 [26:39<1:37:37,  2.64s/it]
Batches:  12%|█▏        | 315/2531 [27:13<1:41:24,  2.75s/it]
Batches:  13%|█▎        | 332/2531 [27:45<1:39:09,  2.71s/it]
Batches:   9%|▊         | 221/2531 [26:06<2:32:56,  3.97s/it]
Batches:  12%|█▏        | 316/2531 [27:15<1:35:48,  2.60s/it]
Batches:  13%|█▎        | 333/2531 [27:47<1:34:58,  2.59s/it]
Batches:  12%|█▏        | 312/2531 [26:42<1:40:08,  2.71s/it]
Batches:  13%|█▎        | 334/2531 [27:49<1:30:32,  2.47s/it]
Batches:  12%|█▏        | 313/2531 [26:44<1:34:49,  2.57s/it]
Batches:  13%|█▎        | 317/2531 [27:18<1:41:01,  2.74s/it]
Batches:   9%|▉         | 222/2531 [26:10<2:32:34,  3.96s/it]
Batches:  12%|█▏        | 314/2531 [26:47<1:36:12,  2.60s/it]
Batches:  13%|█▎        | 335/2531 [27:52<1:36:58,  2.65s/it]
Batches:  13%|█▎        | 318/2531 [27:20<1:37:14,  2.64s/it]
Batches:   9%|▉         | 223/2531 [26:13<2:23:28,  3.73s/it]
Batches:  12%|█▏        | 315/2531 [26:49<1:33:48,  2.54s/it]
Batches:  13%|█▎        | 336/2531 [27:54<1:32:34,  2.53s/it]
Batches:  13%|█▎        | 319/2531 [27:23<1:32:45,  2.52s/it]
Batches:  13%|█▎        | 337/2531 [27:57<1:29:12,  2.44s/it]
Batches:  13%|█▎        | 320/2531 [27:25<1:30:27,  2.45s/it]
Batches:  12%|█▏        | 316/2531 [26:52<1:35:26,  2.59s/it]
Batches:   9%|▉         | 224/2531 [26:17<2:27:26,  3.83s/it]
Batches:  13%|█▎        | 317/2531 [26:54<1:32:02,  2.49s/it]
Batches:  13%|█▎        | 338/2531 [28:00<1:35:43,  2.62s/it]
Batches:  13%|█▎        | 321/2531 [27:28<1:35:15,  2.59s/it]
Batches:  13%|█▎        | 318/2531 [26:57<1:31:16,  2.47s/it]
Batches:   9%|▉         | 225/2531 [26:21<2:27:36,  3.84s/it]
Batches:  13%|█▎        | 322/2531 [27:30<1:28:51,  2.41s/it]
Batches:  13%|█▎        | 339/2531 [28:02<1:36:34,  2.64s/it]
Batches:  13%|█▎        | 323/2531 [27:32<1:29:20,  2.43s/it]
Batches:  13%|█▎        | 319/2531 [26:59<1:31:45,  2.49s/it]
Batches:  13%|█▎        | 340/2531 [28:05<1:38:58,  2.71s/it]
Batches:   9%|▉         | 226/2531 [26:25<2:30:23,  3.91s/it]
Batches:  13%|█▎        | 324/2531 [27:35<1:27:10,  2.37s/it]
Batches:  13%|█▎        | 320/2531 [27:01<1:30:37,  2.46s/it]
Batches:  13%|█▎        | 341/2531 [28:08<1:34:12,  2.58s/it]
Batches:  13%|█▎        | 325/2531 [27:37<1:27:35,  2.38s/it]
Batches:  13%|█▎        | 321/2531 [27:04<1:34:51,  2.58s/it]
Batches:  14%|█▎        | 342/2531 [28:10<1:27:42,  2.40s/it]
Batches:   9%|▉         | 227/2531 [26:28<2:28:20,  3.86s/it]
Batches:  13%|█▎        | 326/2531 [27:39<1:23:05,  2.26s/it]
Batches:  14%|█▎        | 343/2531 [28:12<1:26:02,  2.36s/it]
Batches:  13%|█▎        | 322/2531 [27:07<1:39:03,  2.69s/it]
Batches:   9%|▉         | 228/2531 [26:32<2:25:22,  3.79s/it]
Batches:  13%|█▎        | 327/2531 [27:42<1:27:45,  2.39s/it]
Batches:  14%|█▎        | 344/2531 [28:14<1:26:36,  2.38s/it]
Batches:  13%|█▎        | 323/2531 [27:10<1:42:29,  2.78s/it]
Batches:  13%|█▎        | 328/2531 [27:44<1:27:19,  2.38s/it]
Batches:  14%|█▎        | 345/2531 [28:16<1:23:44,  2.30s/it]
Batches:   9%|▉         | 229/2531 [26:36<2:25:18,  3.79s/it]
Batches:  13%|█▎        | 324/2531 [27:12<1:36:09,  2.61s/it]
Batches:  13%|█▎        | 329/2531 [27:46<1:27:58,  2.40s/it]
Batches:  14%|█▎        | 346/2531 [28:18<1:20:54,  2.22s/it]
Batches:  14%|█▎        | 347/2531 [28:20<1:18:55,  2.17s/it]
Batches:  13%|█▎        | 325/2531 [27:16<1:41:29,  2.76s/it]
Batches:   9%|▉         | 230/2531 [26:40<2:27:25,  3.84s/it]
Batches:  13%|█▎        | 330/2531 [27:49<1:32:23,  2.52s/it]
Batches:  13%|█▎        | 326/2531 [27:18<1:36:48,  2.63s/it]
Batches:  14%|█▎        | 348/2531 [28:23<1:26:38,  2.38s/it]
Batches:  13%|█▎        | 331/2531 [27:51<1:28:51,  2.42s/it]
Batches:   9%|▉         | 231/2531 [26:44<2:25:18,  3.79s/it]
Batches:  14%|█▍        | 349/2531 [28:25<1:24:46,  2.33s/it]
Batches:  13%|█▎        | 327/2531 [27:21<1:40:09,  2.73s/it]
Batches:  13%|█▎        | 332/2531 [27:54<1:33:43,  2.56s/it]
Batches:  14%|█▍        | 350/2531 [28:28<1:28:21,  2.43s/it]
Batches:   9%|▉         | 232/2531 [26:47<2:24:47,  3.78s/it]
Batches:  13%|█▎        | 333/2531 [27:57<1:31:18,  2.49s/it]
Batches:  13%|█▎        | 328/2531 [27:24<1:42:40,  2.80s/it]
Batches:  14%|█▍        | 351/2531 [28:30<1:27:03,  2.40s/it]
Batches:  13%|█▎        | 334/2531 [27:59<1:31:42,  2.50s/it]
Batches:  13%|█▎        | 329/2531 [27:27<1:42:27,  2.79s/it]
Batches:   9%|▉         | 233/2531 [26:51<2:26:01,  3.81s/it]
Batches:  14%|█▍        | 352/2531 [28:33<1:33:06,  2.56s/it]
Batches:  13%|█▎        | 335/2531 [28:02<1:35:55,  2.62s/it]
Batches:  13%|█▎        | 330/2531 [27:29<1:36:15,  2.62s/it]
Batches:   9%|▉         | 234/2531 [26:55<2:24:49,  3.78s/it]
Batches:  14%|█▍        | 353/2531 [28:36<1:34:07,  2.59s/it]
Batches:  13%|█▎        | 331/2531 [27:32<1:38:10,  2.68s/it]
Batches:  13%|█▎        | 336/2531 [28:05<1:40:22,  2.74s/it]
Batches:  14%|█▍        | 354/2531 [28:39<1:32:14,  2.54s/it]
Batches:  13%|█▎        | 337/2531 [28:07<1:34:23,  2.58s/it]
Batches:   9%|▉         | 235/2531 [26:59<2:23:44,  3.76s/it]
Batches:  13%|█▎        | 332/2531 [27:35<1:41:14,  2.76s/it]
Batches:  14%|█▍        | 355/2531 [28:41<1:34:35,  2.61s/it]
Batches:  13%|█▎        | 338/2531 [28:10<1:31:50,  2.51s/it]
Batches:  13%|█▎        | 333/2531 [27:37<1:33:26,  2.55s/it]
Batches:   9%|▉         | 236/2531 [27:03<2:26:12,  3.82s/it]
Batches:  13%|█▎        | 339/2531 [28:12<1:28:28,  2.42s/it]
Batches:  14%|█▍        | 356/2531 [28:44<1:36:21,  2.66s/it]
Batches:  13%|█▎        | 334/2531 [27:39<1:30:31,  2.47s/it]
Batches:  13%|█▎        | 340/2531 [28:14<1:25:01,  2.33s/it]
Batches:  13%|█▎        | 335/2531 [27:41<1:30:39,  2.48s/it]
Batches:  14%|█▍        | 357/2531 [28:47<1:37:36,  2.69s/it]
Batches:   9%|▉         | 237/2531 [27:06<2:25:44,  3.81s/it]
Batches:  13%|█▎        | 341/2531 [28:16<1:24:48,  2.32s/it]
Batches:  13%|█▎        | 336/2531 [27:44<1:29:02,  2.43s/it]
Batches:  14%|█▍        | 358/2531 [28:50<1:38:26,  2.72s/it]
Batches:  14%|█▎        | 342/2531 [28:18<1:23:07,  2.28s/it]
Batches:   9%|▉         | 238/2531 [27:10<2:24:49,  3.79s/it]
Batches:  13%|█▎        | 337/2531 [27:47<1:34:45,  2.59s/it]
Batches:  14%|█▍        | 359/2531 [28:52<1:39:01,  2.74s/it]
Batches:  14%|█▎        | 343/2531 [28:21<1:30:48,  2.49s/it]
Batches:  13%|█▎        | 338/2531 [27:49<1:29:39,  2.45s/it]
Batches:   9%|▉         | 239/2531 [27:13<2:20:38,  3.68s/it]
Batches:  14%|█▍        | 360/2531 [28:55<1:39:13,  2.74s/it]
Batches:  14%|█▎        | 344/2531 [28:24<1:33:21,  2.56s/it]
Batches:  13%|█▎        | 339/2531 [27:52<1:35:57,  2.63s/it]
Batches:  14%|█▍        | 361/2531 [28:58<1:39:22,  2.75s/it]
Batches:   9%|▉         | 240/2531 [27:17<2:22:34,  3.73s/it]
Batches:  14%|█▎        | 345/2531 [28:27<1:37:43,  2.68s/it]
Batches:  13%|█▎        | 340/2531 [27:55<1:38:34,  2.70s/it]
Batches:  14%|█▍        | 362/2531 [29:01<1:39:30,  2.75s/it]
Batches:  14%|█▎        | 346/2531 [28:30<1:38:01,  2.69s/it]
Batches:  13%|█▎        | 341/2531 [27:57<1:33:24,  2.56s/it]
Batches:  10%|▉         | 241/2531 [27:21<2:24:34,  3.79s/it]
Batches:  14%|█▍        | 363/2531 [29:03<1:39:33,  2.76s/it]
Batches:  14%|█▎        | 347/2531 [28:32<1:32:42,  2.55s/it]
Batches:  14%|█▎        | 342/2531 [28:00<1:36:00,  2.63s/it]
Batches:  10%|▉         | 242/2531 [27:25<2:24:31,  3.79s/it]
Batches:  14%|█▍        | 364/2531 [29:06<1:39:17,  2.75s/it]
Batches:  14%|█▎        | 348/2531 [28:34<1:29:42,  2.47s/it]
Batches:  14%|█▎        | 343/2531 [28:02<1:36:44,  2.65s/it]
Batches:  14%|█▍        | 365/2531 [29:09<1:39:07,  2.75s/it]
Batches:  14%|█▍        | 349/2531 [28:37<1:32:29,  2.54s/it]
Batches:  10%|▉         | 243/2531 [27:29<2:24:50,  3.80s/it]
Batches:  14%|█▎        | 344/2531 [28:05<1:39:51,  2.74s/it]
Batches:  14%|█▍        | 350/2531 [28:39<1:29:12,  2.45s/it]
Batches:  14%|█▍        | 366/2531 [29:12<1:39:13,  2.75s/it]
Batches:  14%|█▎        | 345/2531 [28:08<1:36:26,  2.65s/it]
Batches:  14%|█▍        | 351/2531 [28:41<1:26:05,  2.37s/it]
Batches:  10%|▉         | 244/2531 [27:33<2:25:14,  3.81s/it]
Batches:  15%|█▍        | 367/2531 [29:14<1:38:54,  2.74s/it]
Batches:  14%|█▎        | 346/2531 [28:10<1:30:38,  2.49s/it]
Batches:  14%|█▍        | 352/2531 [28:44<1:23:31,  2.30s/it]
Batches:  10%|▉         | 245/2531 [27:36<2:18:11,  3.63s/it]
Batches:  15%|█▍        | 368/2531 [29:17<1:38:40,  2.74s/it]
Batches:  14%|█▎        | 347/2531 [28:12<1:27:20,  2.40s/it]
Batches:  14%|█▍        | 353/2531 [28:46<1:22:45,  2.28s/it]
Batches:  14%|█▎        | 348/2531 [28:14<1:23:08,  2.29s/it]
Batches:  15%|█▍        | 369/2531 [29:20<1:38:28,  2.73s/it]
Batches:  14%|█▍        | 354/2531 [28:48<1:22:56,  2.29s/it]
Batches:  10%|▉         | 246/2531 [27:39<2:16:43,  3.59s/it]
Batches:  14%|█▍        | 349/2531 [28:16<1:21:00,  2.23s/it]
Batches:  15%|█▍        | 370/2531 [29:23<1:38:04,  2.72s/it]
Batches:  14%|█▍        | 355/2531 [28:51<1:28:45,  2.45s/it]
Batches:  10%|▉         | 247/2531 [27:43<2:18:33,  3.64s/it]
Batches:  14%|█▍        | 350/2531 [28:19<1:28:05,  2.42s/it]
Batches:  15%|█▍        | 371/2531 [29:25<1:38:27,  2.73s/it]
Batches:  14%|█▍        | 356/2531 [28:54<1:32:35,  2.55s/it]
Batches:  14%|█▍        | 351/2531 [28:21<1:24:02,  2.31s/it]
Batches:  15%|█▍        | 372/2531 [29:28<1:37:59,  2.72s/it]
Batches:  10%|▉         | 248/2531 [27:47<2:19:35,  3.67s/it]
Batches:  14%|█▍        | 357/2531 [28:57<1:35:28,  2.64s/it]
Batches:  14%|█▍        | 352/2531 [28:23<1:22:01,  2.26s/it]
Batches:  15%|█▍        | 373/2531 [29:30<1:32:09,  2.56s/it]
Batches:  14%|█▍        | 353/2531 [28:25<1:19:07,  2.18s/it]
Batches:  14%|█▍        | 358/2531 [28:59<1:37:13,  2.68s/it]
Batches:  10%|▉         | 249/2531 [27:50<2:18:33,  3.64s/it]
Batches:  15%|█▍        | 374/2531 [29:32<1:24:23,  2.35s/it]
Batches:  14%|█▍        | 354/2531 [28:27<1:17:43,  2.14s/it]
Batches:  14%|█▍        | 359/2531 [29:02<1:39:27,  2.75s/it]
Batches:  15%|█▍        | 375/2531 [29:35<1:31:22,  2.54s/it]
Batches:  10%|▉         | 250/2531 [27:54<2:17:49,  3.63s/it]
Batches:  14%|█▍        | 355/2531 [28:30<1:24:37,  2.33s/it]
Batches:  14%|█▍        | 360/2531 [29:05<1:39:50,  2.76s/it]
Batches:  15%|█▍        | 376/2531 [29:37<1:26:28,  2.41s/it]
Batches:  14%|█▍        | 356/2531 [28:33<1:29:40,  2.47s/it]
Batches:  15%|█▍        | 377/2531 [29:39<1:23:18,  2.32s/it]
Batches:  10%|▉         | 251/2531 [27:58<2:22:39,  3.75s/it]
Batches:  14%|█▍        | 361/2531 [29:08<1:40:14,  2.77s/it]
Batches:  14%|█▍        | 357/2531 [28:36<1:33:15,  2.57s/it]
Batches:  15%|█▍        | 378/2531 [29:41<1:22:25,  2.30s/it]
Batches:  14%|█▍        | 362/2531 [29:11<1:40:23,  2.78s/it]
Batches:  10%|▉         | 252/2531 [28:02<2:19:34,  3.67s/it]
Batches:  15%|█▍        | 379/2531 [29:43<1:17:53,  2.17s/it]
Batches:  14%|█▍        | 358/2531 [28:39<1:35:40,  2.64s/it]
Batches:  14%|█▍        | 363/2531 [29:13<1:40:27,  2.78s/it]
Batches:  15%|█▌        | 380/2531 [29:45<1:16:52,  2.14s/it]
Batches:  10%|▉         | 253/2531 [28:05<2:18:25,  3.65s/it]
Batches:  14%|█▍        | 359/2531 [28:41<1:37:23,  2.69s/it]
Batches:  15%|█▌        | 381/2531 [29:47<1:15:05,  2.10s/it]
Batches:  14%|█▍        | 364/2531 [29:16<1:40:12,  2.77s/it]
Batches:  14%|█▍        | 360/2531 [28:44<1:38:06,  2.71s/it]
Batches:  15%|█▌        | 382/2531 [29:50<1:17:30,  2.16s/it]
Batches:  10%|█         | 254/2531 [28:09<2:17:12,  3.62s/it]
Batches:  14%|█▍        | 365/2531 [29:19<1:40:16,  2.78s/it]
Batches:  15%|█▌        | 383/2531 [29:52<1:17:21,  2.16s/it]
Batches:  14%|█▍        | 361/2531 [28:47<1:38:47,  2.73s/it]
Batches:  14%|█▍        | 366/2531 [29:22<1:39:55,  2.77s/it]
Batches:  10%|█         | 255/2531 [28:13<2:19:24,  3.68s/it]
Batches:  15%|█▌        | 384/2531 [29:54<1:15:46,  2.12s/it]
Batches:  14%|█▍        | 362/2531 [28:50<1:39:05,  2.74s/it]
Batches:  15%|█▌        | 385/2531 [29:56<1:14:55,  2.09s/it]
Batches:  15%|█▍        | 367/2531 [29:25<1:40:48,  2.80s/it]
Batches:  10%|█         | 256/2531 [28:16<2:16:20,  3.60s/it]
Batches:  14%|█▍        | 363/2531 [28:52<1:39:19,  2.75s/it]
Batches:  15%|█▌        | 386/2531 [29:58<1:19:25,  2.22s/it]
Batches:  15%|█▍        | 368/2531 [29:27<1:40:17,  2.78s/it]
Batches:  14%|█▍        | 364/2531 [28:55<1:39:29,  2.75s/it]
Batches:  10%|█         | 257/2531 [28:19<2:14:49,  3.56s/it]
Batches:  15%|█▌        | 387/2531 [30:01<1:24:45,  2.37s/it]
Batches:  15%|█▍        | 369/2531 [29:30<1:39:56,  2.77s/it]
Batches:  14%|█▍        | 365/2531 [28:58<1:39:18,  2.75s/it]
Batches:  15%|█▌        | 388/2531 [30:03<1:20:31,  2.25s/it]
Batches:  10%|█         | 258/2531 [28:23<2:16:44,  3.61s/it]
Batches:  15%|█▍        | 370/2531 [29:33<1:36:59,  2.69s/it]
Batches:  15%|█▌        | 389/2531 [30:06<1:21:30,  2.28s/it]
Batches:  14%|█▍        | 366/2531 [29:01<1:39:24,  2.76s/it]
Batches:  15%|█▍        | 371/2531 [29:35<1:33:29,  2.60s/it]
Batches:  15%|█▌        | 390/2531 [30:08<1:18:53,  2.21s/it]
Batches:  10%|█         | 259/2531 [28:27<2:16:22,  3.60s/it]
Batches:  15%|█▍        | 367/2531 [29:03<1:36:06,  2.66s/it]
Batches:  15%|█▍        | 372/2531 [29:38<1:35:02,  2.64s/it]
Batches:  15%|█▌        | 391/2531 [30:10<1:18:52,  2.21s/it]
Batches:  15%|█▍        | 368/2531 [29:06<1:36:45,  2.68s/it]
Batches:  10%|█         | 260/2531 [28:30<2:14:04,  3.54s/it]
Batches:  15%|█▌        | 392/2531 [30:12<1:19:16,  2.22s/it]
Batches:  15%|█▍        | 373/2531 [29:40<1:35:45,  2.66s/it]
Batches:  15%|█▍        | 369/2531 [29:09<1:37:10,  2.70s/it]
Batches:  16%|█▌        | 393/2531 [30:15<1:22:19,  2.31s/it]
Batches:  10%|█         | 261/2531 [28:34<2:16:19,  3.60s/it]
Batches:  15%|█▍        | 374/2531 [29:43<1:36:22,  2.68s/it]
Batches:  16%|█▌        | 394/2531 [30:16<1:17:42,  2.18s/it]
Batches:  15%|█▍        | 370/2531 [29:11<1:37:14,  2.70s/it]
Batches:  15%|█▍        | 375/2531 [29:46<1:36:42,  2.69s/it]
Batches:  15%|█▍        | 371/2531 [29:13<1:28:04,  2.45s/it]
Batches:  10%|█         | 262/2531 [28:38<2:17:54,  3.65s/it]
Batches:  16%|█▌        | 395/2531 [30:19<1:23:51,  2.36s/it]
Batches:  15%|█▍        | 376/2531 [29:49<1:36:51,  2.70s/it]
Batches:  15%|█▍        | 372/2531 [29:16<1:31:04,  2.53s/it]
Batches:  16%|█▌        | 396/2531 [30:21<1:22:29,  2.32s/it]
Batches:  10%|█         | 263/2531 [28:41<2:17:39,  3.64s/it]
Batches:  15%|█▍        | 377/2531 [29:51<1:31:10,  2.54s/it]
Batches:  15%|█▍        | 373/2531 [29:19<1:32:45,  2.58s/it]
Batches:  16%|█▌        | 397/2531 [30:24<1:27:11,  2.45s/it]
Batches:  15%|█▍        | 378/2531 [29:54<1:35:02,  2.65s/it]
Batches:  16%|█▌        | 398/2531 [30:26<1:21:27,  2.29s/it]
Batches:  10%|█         | 264/2531 [28:45<2:19:11,  3.68s/it]
Batches:  15%|█▍        | 374/2531 [29:21<1:33:55,  2.61s/it]
Batches:  15%|█▍        | 379/2531 [29:56<1:26:57,  2.42s/it]
Batches:  16%|█▌        | 399/2531 [30:29<1:22:50,  2.33s/it]
Batches:  15%|█▍        | 375/2531 [29:23<1:28:41,  2.47s/it]
Batches:  15%|█▌        | 380/2531 [29:58<1:26:45,  2.42s/it]
Batches:  10%|█         | 265/2531 [28:49<2:21:28,  3.75s/it]
Batches:  16%|█▌        | 400/2531 [30:30<1:18:47,  2.22s/it]
Batches:  15%|█▍        | 376/2531 [29:26<1:30:46,  2.53s/it]
Batches:  15%|█▌        | 381/2531 [30:00<1:24:04,  2.35s/it]
Batches:  16%|█▌        | 401/2531 [30:33<1:20:49,  2.28s/it]
Batches:  11%|█         | 266/2531 [28:52<2:18:14,  3.66s/it]
Batches:  15%|█▍        | 377/2531 [29:29<1:32:28,  2.58s/it]
Batches:  15%|█▌        | 382/2531 [30:03<1:25:22,  2.38s/it]
Batches:  16%|█▌        | 402/2531 [30:35<1:22:14,  2.32s/it]
Batches:  15%|█▍        | 378/2531 [29:31<1:25:47,  2.39s/it]
Batches:  15%|█▌        | 383/2531 [30:05<1:23:28,  2.33s/it]
Batches:  11%|█         | 267/2531 [28:56<2:15:43,  3.60s/it]
Batches:  16%|█▌        | 403/2531 [30:37<1:20:04,  2.26s/it]
Batches:  15%|█▍        | 379/2531 [29:33<1:19:38,  2.22s/it]
Batches:  15%|█▌        | 384/2531 [30:08<1:28:18,  2.47s/it]
Batches:  16%|█▌        | 404/2531 [30:40<1:18:31,  2.22s/it]
Batches:  15%|█▌        | 380/2531 [29:35<1:21:26,  2.27s/it]
Batches:  11%|█         | 268/2531 [29:00<2:17:18,  3.64s/it]
Batches:  15%|█▌        | 385/2531 [30:10<1:22:18,  2.30s/it]
Batches:  16%|█▌        | 405/2531 [30:42<1:19:30,  2.24s/it]
Batches:  15%|█▌        | 381/2531 [29:38<1:27:56,  2.45s/it]
Batches:  16%|█▌        | 406/2531 [30:44<1:15:36,  2.13s/it]
Batches:  15%|█▌        | 386/2531 [30:12<1:23:25,  2.33s/it]
Batches:  11%|█         | 269/2531 [29:03<2:15:42,  3.60s/it]
Batches:  15%|█▌        | 382/2531 [29:40<1:24:41,  2.36s/it]
Batches:  16%|█▌        | 407/2531 [30:46<1:14:02,  2.09s/it]
Batches:  15%|█▌        | 387/2531 [30:14<1:22:45,  2.32s/it]
Batches:  15%|█▌        | 383/2531 [29:42<1:23:01,  2.32s/it]
Batches:  11%|█         | 270/2531 [29:07<2:13:41,  3.55s/it]
Batches:  16%|█▌        | 408/2531 [30:48<1:13:30,  2.08s/it]
Batches:  15%|█▌        | 388/2531 [30:16<1:22:15,  2.30s/it]
Batches:  15%|█▌        | 384/2531 [29:44<1:19:23,  2.22s/it]
Batches:  16%|█▌        | 409/2531 [30:50<1:12:33,  2.05s/it]
Batches:  15%|█▌        | 389/2531 [30:19<1:26:20,  2.42s/it]
Batches:  11%|█         | 271/2531 [29:10<2:14:41,  3.58s/it]
Batches:  15%|█▌        | 385/2531 [29:46<1:18:57,  2.21s/it]
Batches:  16%|█▌        | 410/2531 [30:52<1:10:04,  1.98s/it]
Batches:  15%|█▌        | 390/2531 [30:21<1:23:25,  2.34s/it]
Batches:  15%|█▌        | 386/2531 [29:49<1:18:14,  2.19s/it]
Batches:  16%|█▌        | 411/2531 [30:54<1:11:55,  2.04s/it]
Batches:  11%|█         | 272/2531 [29:14<2:15:35,  3.60s/it]
Batches:  15%|█▌        | 391/2531 [30:24<1:22:26,  2.31s/it]
Batches:  16%|█▋        | 412/2531 [30:56<1:11:57,  2.04s/it]
Batches:  15%|█▌        | 387/2531 [29:51<1:19:10,  2.22s/it]
Batches:  16%|█▋        | 413/2531 [30:58<1:11:59,  2.04s/it]
Batches:  15%|█▌        | 388/2531 [29:53<1:18:45,  2.20s/it]
Batches:  15%|█▌        | 392/2531 [30:26<1:26:39,  2.43s/it]
Batches:  11%|█         | 273/2531 [29:17<2:13:44,  3.55s/it]
Batches:  16%|█▋        | 414/2531 [31:00<1:15:37,  2.14s/it]
Batches:  15%|█▌        | 389/2531 [29:55<1:17:06,  2.16s/it]
Batches:  16%|█▌        | 393/2531 [30:28<1:22:43,  2.32s/it]
Batches:  11%|█         | 274/2531 [29:21<2:12:41,  3.53s/it]
Batches:  16%|█▌        | 394/2531 [30:30<1:18:09,  2.19s/it]
Batches:  16%|█▋        | 415/2531 [31:02<1:13:35,  2.09s/it]
Batches:  15%|█▌        | 390/2531 [29:57<1:15:51,  2.13s/it]
Batches:  16%|█▋        | 416/2531 [31:04<1:11:22,  2.02s/it]
Batches:  16%|█▌        | 395/2531 [30:32<1:14:58,  2.11s/it]
Batches:  15%|█▌        | 391/2531 [29:59<1:14:57,  2.10s/it]
Batches:  11%|█         | 275/2531 [29:24<2:11:56,  3.51s/it]
Batches:  16%|█▋        | 417/2531 [31:06<1:09:55,  1.98s/it]
Batches:  16%|█▌        | 396/2531 [30:35<1:18:08,  2.20s/it]
Batches:  15%|█▌        | 392/2531 [30:01<1:16:33,  2.15s/it]
Batches:  17%|█▋        | 418/2531 [31:08<1:08:47,  1.95s/it]
Batches:  16%|█▌        | 393/2531 [30:03<1:14:47,  2.10s/it]
Batches:  16%|█▌        | 397/2531 [30:37<1:19:11,  2.23s/it]
Batches:  11%|█         | 276/2531 [29:28<2:12:15,  3.52s/it]
Batches:  17%|█▋        | 419/2531 [31:10<1:12:55,  2.07s/it]
Batches:  16%|█▌        | 394/2531 [30:06<1:18:07,  2.19s/it]
Batches:  16%|█▌        | 398/2531 [30:39<1:21:48,  2.30s/it]
Batches:  17%|█▋        | 420/2531 [31:12<1:11:31,  2.03s/it]
Batches:  11%|█         | 277/2531 [29:31<2:12:28,  3.53s/it]
Batches:  16%|█▌        | 395/2531 [30:08<1:18:43,  2.21s/it]
Batches:  16%|█▌        | 399/2531 [30:42<1:24:20,  2.37s/it]
Batches:  17%|█▋        | 421/2531 [31:14<1:11:19,  2.03s/it]
Batches:  16%|█▌        | 396/2531 [30:10<1:16:59,  2.16s/it]
Batches:  16%|█▌        | 400/2531 [30:44<1:22:08,  2.31s/it]
Batches:  17%|█▋        | 422/2531 [31:16<1:09:06,  1.97s/it]
Batches:  11%|█         | 278/2531 [29:35<2:16:03,  3.62s/it]
Batches:  17%|█▋        | 423/2531 [31:18<1:07:17,  1.92s/it]
Batches:  16%|█▌        | 397/2531 [30:13<1:23:20,  2.34s/it]
Batches:  16%|█▌        | 401/2531 [30:46<1:22:06,  2.31s/it]
Batches:  17%|█▋        | 424/2531 [31:20<1:10:00,  1.99s/it]
Batches:  16%|█▌        | 398/2531 [30:15<1:18:31,  2.21s/it]
Batches:  16%|█▌        | 402/2531 [30:48<1:17:47,  2.19s/it]
Batches:  11%|█         | 279/2531 [29:39<2:21:15,  3.76s/it]
Batches:  16%|█▌        | 399/2531 [30:17<1:16:27,  2.15s/it]
Batches:  16%|█▌        | 403/2531 [30:51<1:20:40,  2.27s/it]
Batches:  17%|█▋        | 425/2531 [31:23<1:18:01,  2.22s/it]
Batches:  11%|█         | 280/2531 [29:43<2:18:12,  3.68s/it]
Batches:  16%|█▌        | 400/2531 [30:19<1:16:27,  2.15s/it]
Batches:  17%|█▋        | 426/2531 [31:25<1:14:06,  2.11s/it]
Batches:  16%|█▌        | 404/2531 [30:53<1:21:41,  2.30s/it]
Batches:  16%|█▌        | 401/2531 [30:21<1:12:38,  2.05s/it]
Batches:  17%|█▋        | 427/2531 [31:27<1:16:18,  2.18s/it]
Batches:  16%|█▌        | 405/2531 [30:56<1:23:12,  2.35s/it]
Batches:  11%|█         | 281/2531 [29:46<2:17:52,  3.68s/it]
Batches:  16%|█▌        | 402/2531 [30:23<1:10:12,  1.98s/it]
Batches:  17%|█▋        | 428/2531 [31:29<1:13:56,  2.11s/it]
Batches:  16%|█▌        | 406/2531 [30:58<1:24:06,  2.37s/it]
Batches:  16%|█▌        | 403/2531 [30:25<1:15:52,  2.14s/it]
Batches:  17%|█▋        | 429/2531 [31:31<1:12:40,  2.07s/it]
Batches:  11%|█         | 282/2531 [29:50<2:18:25,  3.69s/it]
Batches:  16%|█▌        | 404/2531 [30:27<1:13:29,  2.07s/it]
Batches:  16%|█▌        | 407/2531 [31:01<1:28:08,  2.49s/it]
Batches:  17%|█▋        | 430/2531 [31:33<1:13:42,  2.11s/it]
Batches:  11%|█         | 283/2531 [29:53<2:13:30,  3.56s/it]
Batches:  16%|█▌        | 405/2531 [30:30<1:19:44,  2.25s/it]
Batches:  17%|█▋        | 431/2531 [31:35<1:13:05,  2.09s/it]
Batches:  16%|█▌        | 408/2531 [31:04<1:31:22,  2.58s/it]
Batches:  17%|█▋        | 432/2531 [31:37<1:12:40,  2.08s/it]
Batches:  16%|█▌        | 406/2531 [30:32<1:21:39,  2.31s/it]
Batches:  16%|█▌        | 409/2531 [31:06<1:28:05,  2.49s/it]
Batches:  11%|█         | 284/2531 [29:57<2:11:53,  3.52s/it]
Batches:  17%|█▋        | 433/2531 [31:39<1:12:22,  2.07s/it]
Batches:  16%|█▌        | 407/2531 [30:35<1:23:48,  2.37s/it]
Batches:  16%|█▌        | 410/2531 [31:08<1:28:05,  2.49s/it]
Batches:  17%|█▋        | 434/2531 [31:41<1:12:08,  2.06s/it]
Batches:  11%|█▏        | 285/2531 [30:00<2:09:17,  3.45s/it]
Batches:  16%|█▌        | 408/2531 [30:37<1:24:15,  2.38s/it]
Batches:  16%|█▌        | 411/2531 [31:11<1:27:25,  2.47s/it]
Batches:  17%|█▋        | 435/2531 [31:43<1:11:57,  2.06s/it]
Batches:  11%|█▏        | 286/2531 [30:03<2:07:25,  3.41s/it]
Batches:  16%|█▌        | 409/2531 [30:39<1:24:35,  2.39s/it]
Batches:  16%|█▋        | 412/2531 [31:13<1:30:00,  2.55s/it]
Batches:  17%|█▋        | 436/2531 [31:46<1:14:41,  2.14s/it]
Batches:  16%|█▌        | 410/2531 [30:42<1:21:41,  2.31s/it]
Batches:  16%|█▋        | 413/2531 [31:16<1:24:48,  2.40s/it]
Batches:  11%|█▏        | 287/2531 [30:07<2:07:36,  3.41s/it]
Batches:  17%|█▋        | 437/2531 [31:48<1:18:32,  2.25s/it]
Batches:  16%|█▌        | 411/2531 [30:44<1:22:52,  2.35s/it]
Batches:  16%|█▋        | 414/2531 [31:18<1:26:13,  2.44s/it]
Batches:  17%|█▋        | 438/2531 [31:50<1:16:25,  2.19s/it]
Batches:  11%|█▏        | 288/2531 [30:10<2:07:09,  3.40s/it]
Batches:  16%|█▋        | 412/2531 [30:47<1:26:39,  2.45s/it]
Batches:  16%|█▋        | 415/2531 [31:20<1:22:11,  2.33s/it]
Batches:  17%|█▋        | 439/2531 [31:52<1:15:19,  2.16s/it]
Batches:  16%|█▋        | 416/2531 [31:22<1:19:43,  2.26s/it]
Batches:  16%|█▋        | 413/2531 [30:49<1:24:54,  2.41s/it]
Batches:  17%|█▋        | 440/2531 [31:54<1:13:07,  2.10s/it]
Batches:  11%|█▏        | 289/2531 [30:13<2:04:37,  3.34s/it]
Batches:  17%|█▋        | 441/2531 [31:56<1:11:37,  2.06s/it]
Batches:  16%|█▋        | 414/2531 [30:51<1:21:09,  2.30s/it]
Batches:  16%|█▋        | 417/2531 [31:25<1:22:41,  2.35s/it]
Batches:  17%|█▋        | 442/2531 [31:58<1:09:29,  2.00s/it]
Batches:  11%|█▏        | 290/2531 [30:17<2:07:19,  3.41s/it]
Batches:  17%|█▋        | 418/2531 [31:27<1:18:21,  2.23s/it]
Batches:  16%|█▋        | 415/2531 [30:54<1:26:27,  2.45s/it]
Batches:  18%|█▊        | 443/2531 [32:00<1:10:19,  2.02s/it]
Batches:  17%|█▋        | 419/2531 [31:29<1:18:49,  2.24s/it]
Batches:  16%|█▋        | 416/2531 [30:56<1:20:50,  2.29s/it]
Batches:  11%|█▏        | 291/2531 [30:20<2:08:17,  3.44s/it]
Batches:  18%|█▊        | 444/2531 [32:02<1:08:47,  1.98s/it]
Batches:  17%|█▋        | 420/2531 [31:31<1:13:07,  2.08s/it]
Batches:  16%|█▋        | 417/2531 [30:58<1:16:33,  2.17s/it]
Batches:  18%|█▊        | 445/2531 [32:04<1:08:23,  1.97s/it]
Batches:  17%|█▋        | 421/2531 [31:33<1:12:15,  2.05s/it]
Batches:  17%|█▋        | 418/2531 [31:00<1:13:28,  2.09s/it]
Batches:  12%|█▏        | 292/2531 [30:24<2:08:39,  3.45s/it]
Batches:  18%|█▊        | 446/2531 [32:06<1:07:11,  1.93s/it]
Batches:  17%|█▋        | 422/2531 [31:35<1:09:35,  1.98s/it]
Batches:  17%|█▋        | 419/2531 [31:02<1:12:20,  2.06s/it]
Batches:  18%|█▊        | 447/2531 [32:08<1:10:43,  2.04s/it]
Batches:  17%|█▋        | 423/2531 [31:36<1:08:24,  1.95s/it]
Batches:  17%|█▋        | 420/2531 [31:03<1:11:31,  2.03s/it]
Batches:  12%|█▏        | 293/2531 [30:28<2:11:28,  3.52s/it]
Batches:  18%|█▊        | 448/2531 [32:10<1:11:38,  2.06s/it]
Batches:  17%|█▋        | 421/2531 [31:05<1:09:14,  1.97s/it]
Batches:  17%|█▋        | 424/2531 [31:39<1:11:22,  2.03s/it]
Batches:  18%|█▊        | 449/2531 [32:12<1:09:19,  2.00s/it]
Batches:  17%|█▋        | 422/2531 [31:07<1:07:17,  1.91s/it]
Batches:  12%|█▏        | 294/2531 [30:31<2:11:35,  3.53s/it]
Batches:  17%|█▋        | 425/2531 [31:41<1:15:16,  2.14s/it]
Batches:  18%|█▊        | 450/2531 [32:14<1:06:09,  1.91s/it]
Batches:  17%|█▋        | 423/2531 [31:09<1:11:51,  2.05s/it]
Batches:  12%|█▏        | 295/2531 [30:35<2:09:11,  3.47s/it]
Batches:  17%|█▋        | 426/2531 [31:44<1:22:00,  2.34s/it]
Batches:  18%|█▊        | 451/2531 [32:16<1:08:38,  1.98s/it]
Batches:  17%|█▋        | 424/2531 [31:11<1:10:12,  2.00s/it]
Batches:  17%|█▋        | 427/2531 [31:46<1:19:29,  2.27s/it]
Batches:  18%|█▊        | 452/2531 [32:18<1:11:40,  2.07s/it]
Batches:  17%|█▋        | 425/2531 [31:13<1:08:56,  1.96s/it]
Batches:  12%|█▏        | 296/2531 [30:38<2:07:14,  3.42s/it]
Batches:  18%|█▊        | 453/2531 [32:20<1:10:28,  2.03s/it]
Batches:  17%|█▋        | 428/2531 [31:48<1:19:54,  2.28s/it]
Batches:  17%|█▋        | 426/2531 [31:16<1:12:18,  2.06s/it]
Batches:  18%|█▊        | 454/2531 [32:22<1:09:38,  2.01s/it]
Batches:  17%|█▋        | 429/2531 [31:50<1:17:33,  2.21s/it]
Batches:  12%|█▏        | 297/2531 [30:41<2:09:16,  3.47s/it]
Batches:  17%|█▋        | 427/2531 [31:17<1:10:49,  2.02s/it]
Batches:  18%|█▊        | 455/2531 [32:24<1:10:02,  2.02s/it]
Batches:  17%|█▋        | 430/2531 [31:52<1:15:54,  2.17s/it]
Batches:  17%|█▋        | 428/2531 [31:20<1:13:14,  2.09s/it]
Batches:  12%|█▏        | 298/2531 [30:45<2:09:49,  3.49s/it]
Batches:  18%|█▊        | 456/2531 [32:26<1:11:57,  2.08s/it]
Batches:  17%|█▋        | 431/2531 [31:55<1:17:59,  2.23s/it]
Batches:  17%|█▋        | 429/2531 [31:22<1:14:40,  2.13s/it]
Batches:  18%|█▊        | 457/2531 [32:28<1:11:36,  2.07s/it]
Batches:  17%|█▋        | 432/2531 [31:57<1:16:19,  2.18s/it]
Batches:  17%|█▋        | 430/2531 [31:24<1:14:08,  2.12s/it]
Batches:  12%|█▏        | 299/2531 [30:48<2:07:55,  3.44s/it]
Batches:  18%|█▊        | 458/2531 [32:30<1:11:21,  2.07s/it]
Batches:  17%|█▋        | 433/2531 [31:59<1:15:08,  2.15s/it]
Batches:  17%|█▋        | 431/2531 [31:26<1:12:23,  2.07s/it]
Batches:  12%|█▏        | 300/2531 [30:51<2:03:19,  3.32s/it]
Batches:  18%|█▊        | 459/2531 [32:33<1:12:36,  2.10s/it]
Batches:  17%|█▋        | 434/2531 [32:01<1:14:18,  2.13s/it]
Batches:  17%|█▋        | 432/2531 [31:28<1:12:10,  2.06s/it]
Batches:  18%|█▊        | 460/2531 [32:35<1:12:49,  2.11s/it]
Batches:  17%|█▋        | 435/2531 [32:03<1:15:11,  2.15s/it]
Batches:  17%|█▋        | 433/2531 [31:30<1:12:01,  2.06s/it]
Batches:  12%|█▏        | 301/2531 [30:55<2:06:41,  3.41s/it]
Batches:  18%|█▊        | 461/2531 [32:37<1:13:58,  2.14s/it]
Batches:  17%|█▋        | 436/2531 [32:05<1:15:36,  2.17s/it]
Batches:  17%|█▋        | 434/2531 [31:32<1:11:57,  2.06s/it]
Batches:  18%|█▊        | 462/2531 [32:39<1:11:16,  2.07s/it]
Batches:  17%|█▋        | 437/2531 [32:07<1:14:27,  2.13s/it]
Batches:  17%|█▋        | 435/2531 [31:34<1:11:54,  2.06s/it]
Batches:  12%|█▏        | 302/2531 [30:58<2:08:06,  3.45s/it]
Batches:  18%|█▊        | 463/2531 [32:41<1:09:57,  2.03s/it]
Batches:  17%|█▋        | 438/2531 [32:09<1:13:38,  2.11s/it]
Batches:  17%|█▋        | 436/2531 [31:36<1:11:52,  2.06s/it]
Batches:  18%|█▊        | 464/2531 [32:43<1:07:20,  1.95s/it]
Batches:  12%|█▏        | 303/2531 [31:02<2:08:00,  3.45s/it]
Batches:  17%|█▋        | 439/2531 [32:12<1:13:06,  2.10s/it]
Batches:  17%|█▋        | 437/2531 [31:38<1:11:41,  2.05s/it]
Batches:  18%|█▊        | 465/2531 [32:44<1:04:15,  1.87s/it]
Batches:  17%|█▋        | 440/2531 [32:13<1:11:01,  2.04s/it]
Batches:  17%|█▋        | 438/2531 [31:40<1:11:32,  2.05s/it]
Batches:  18%|█▊        | 466/2531 [32:46<1:04:20,  1.87s/it]
Batches:  12%|█▏        | 304/2531 [31:05<2:07:11,  3.43s/it]
Batches:  17%|█▋        | 441/2531 [32:16<1:11:21,  2.05s/it]
Batches:  17%|█▋        | 439/2531 [31:42<1:11:27,  2.05s/it]
Batches:  18%|█▊        | 467/2531 [32:48<1:07:59,  1.98s/it]
Batches:  17%|█▋        | 442/2531 [32:17<1:09:47,  2.00s/it]
Batches:  17%|█▋        | 440/2531 [31:45<1:12:29,  2.08s/it]
Batches:  12%|█▏        | 305/2531 [31:09<2:07:42,  3.44s/it]
Batches:  18%|█▊        | 468/2531 [32:50<1:05:04,  1.89s/it]
Batches:  18%|█▊        | 443/2531 [32:19<1:06:34,  1.91s/it]
Batches:  17%|█▋        | 441/2531 [31:46<1:11:02,  2.04s/it]
Batches:  19%|█▊        | 469/2531 [32:52<1:07:57,  1.98s/it]
Batches:  18%|█▊        | 444/2531 [32:21<1:06:00,  1.90s/it]
Batches:  12%|█▏        | 306/2531 [31:12<2:05:12,  3.38s/it]
Batches:  17%|█▋        | 442/2531 [31:48<1:10:09,  2.02s/it]
Batches:  19%|█▊        | 470/2531 [32:54<1:09:04,  2.01s/it]
Batches:  18%|█▊        | 445/2531 [32:23<1:04:41,  1.86s/it]
Batches:  18%|█▊        | 443/2531 [31:51<1:15:18,  2.16s/it]
Batches:  19%|█▊        | 471/2531 [32:56<1:07:41,  1.97s/it]
Batches:  12%|█▏        | 307/2531 [31:15<2:04:13,  3.35s/it]
Batches:  18%|█▊        | 446/2531 [32:25<1:11:24,  2.05s/it]
Batches:  19%|█▊        | 472/2531 [32:58<1:08:51,  2.01s/it]
Batches:  18%|█▊        | 444/2531 [31:53<1:16:58,  2.21s/it]
Batches:  18%|█▊        | 447/2531 [32:27<1:09:27,  2.00s/it]
Batches:  12%|█▏        | 308/2531 [31:18<2:02:44,  3.31s/it]
Batches:  19%|█▊        | 473/2531 [33:00<1:08:55,  2.01s/it]
Batches:  18%|█▊        | 445/2531 [31:55<1:12:36,  2.09s/it]
Batches:  18%|█▊        | 448/2531 [32:29<1:11:00,  2.05s/it]
Batches:  19%|█▊        | 474/2531 [33:02<1:05:14,  1.90s/it]
Batches:  18%|█▊        | 446/2531 [31:57<1:11:19,  2.05s/it]
Batches:  12%|█▏        | 309/2531 [31:22<2:03:39,  3.34s/it]
Batches:  18%|█▊        | 449/2531 [32:31<1:12:17,  2.08s/it]
Batches:  19%|█▉        | 475/2531 [33:04<1:09:02,  2.01s/it]
Batches:  18%|█▊        | 447/2531 [31:59<1:15:30,  2.17s/it]
Batches:  18%|█▊        | 450/2531 [32:34<1:12:57,  2.10s/it]
Batches:  12%|█▏        | 310/2531 [31:25<2:01:10,  3.27s/it]
Batches:  19%|█▉        | 476/2531 [33:06<1:09:21,  2.03s/it]
Batches:  18%|█▊        | 448/2531 [32:02<1:17:59,  2.25s/it]
Batches:  18%|█▊        | 451/2531 [32:36<1:11:27,  2.06s/it]
Batches:  19%|█▉        | 477/2531 [33:08<1:11:37,  2.09s/it]
Batches:  18%|█▊        | 449/2531 [32:04<1:13:54,  2.13s/it]
Batches:  12%|█▏        | 311/2531 [31:28<2:01:22,  3.28s/it]
Batches:  18%|█▊        | 452/2531 [32:38<1:12:49,  2.10s/it]
Batches:  19%|█▉        | 478/2531 [33:11<1:12:32,  2.12s/it]
Batches:  18%|█▊        | 450/2531 [32:06<1:14:29,  2.15s/it]
Batches:  18%|█▊        | 453/2531 [32:40<1:11:27,  2.06s/it]
Batches:  12%|█▏        | 312/2531 [31:31<1:59:05,  3.22s/it]
Batches:  19%|█▉        | 479/2531 [33:13<1:12:11,  2.11s/it]
Batches:  18%|█▊        | 451/2531 [32:08<1:15:32,  2.18s/it]
Batches:  18%|█▊        | 454/2531 [32:42<1:10:28,  2.04s/it]
Batches:  19%|█▉        | 480/2531 [33:15<1:12:10,  2.11s/it]
Batches:  18%|█▊        | 452/2531 [32:10<1:14:05,  2.14s/it]
Batches:  18%|█▊        | 455/2531 [32:44<1:12:15,  2.09s/it]
Batches:  12%|█▏        | 313/2531 [31:35<2:01:27,  3.29s/it]
Batches:  19%|█▉        | 481/2531 [33:17<1:12:46,  2.13s/it]
Batches:  18%|█▊        | 453/2531 [32:12<1:12:11,  2.08s/it]
Batches:  18%|█▊        | 456/2531 [32:46<1:15:58,  2.20s/it]
Batches:  19%|█▉        | 482/2531 [33:19<1:11:55,  2.11s/it]
Batches:  12%|█▏        | 314/2531 [31:38<2:02:41,  3.32s/it]
Batches:  18%|█▊        | 454/2531 [32:14<1:13:40,  2.13s/it]
Batches:  18%|█▊        | 457/2531 [32:49<1:16:18,  2.21s/it]
Batches:  19%|█▉        | 483/2531 [33:21<1:13:36,  2.16s/it]
Batches:  18%|█▊        | 455/2531 [32:16<1:11:51,  2.08s/it]
Batches:  18%|█▊        | 458/2531 [32:51<1:16:56,  2.23s/it]
Batches:  12%|█▏        | 315/2531 [31:42<2:05:23,  3.40s/it]
Batches:  19%|█▉        | 484/2531 [33:23<1:11:07,  2.08s/it]
Batches:  18%|█▊        | 456/2531 [32:18<1:11:57,  2.08s/it]
Batches:  18%|█▊        | 459/2531 [32:53<1:15:17,  2.18s/it]
Batches:  19%|█▉        | 485/2531 [33:25<1:10:37,  2.07s/it]
Batches:  18%|█▊        | 457/2531 [32:21<1:11:44,  2.08s/it]
Batches:  12%|█▏        | 316/2531 [31:45<2:05:31,  3.40s/it]
Batches:  18%|█▊        | 460/2531 [32:55<1:14:09,  2.15s/it]
Batches:  19%|█▉        | 486/2531 [33:27<1:09:24,  2.04s/it]
Batches:  18%|█▊        | 458/2531 [32:23<1:12:32,  2.10s/it]
Batches:  18%|█▊        | 461/2531 [32:57<1:13:18,  2.13s/it]
Batches:  19%|█▉        | 487/2531 [33:29<1:06:22,  1.95s/it]
Batches:  13%|█▎        | 317/2531 [31:49<2:04:14,  3.37s/it]
Batches:  18%|█▊        | 459/2531 [32:25<1:13:40,  2.13s/it]
Batches:  19%|█▉        | 488/2531 [33:31<1:02:35,  1.84s/it]
Batches:  18%|█▊        | 462/2531 [32:59<1:12:59,  2.12s/it]
Batches:  18%|█▊        | 460/2531 [32:27<1:14:06,  2.15s/it]
Batches:  19%|█▉        | 489/2531 [33:33<1:06:01,  1.94s/it]
Batches:  13%|█▎        | 318/2531 [31:52<2:02:57,  3.33s/it]
Batches:  18%|█▊        | 463/2531 [33:02<1:15:58,  2.20s/it]
Batches:  18%|█▊        | 461/2531 [32:29<1:11:25,  2.07s/it]
Batches:  19%|█▉        | 490/2531 [33:34<1:03:58,  1.88s/it]
Batches:  18%|█▊        | 464/2531 [33:04<1:15:52,  2.20s/it]
Batches:  13%|█▎        | 319/2531 [31:55<2:04:24,  3.37s/it]
Batches:  18%|█▊        | 462/2531 [32:31<1:13:55,  2.14s/it]
Batches:  19%|█▉        | 491/2531 [33:37<1:06:03,  1.94s/it]
Batches:  18%|█▊        | 465/2531 [33:06<1:11:44,  2.08s/it]
Batches:  18%|█▊        | 463/2531 [32:33<1:10:48,  2.05s/it]
Batches:  19%|█▉        | 492/2531 [33:38<1:04:30,  1.90s/it]
Batches:  18%|█▊        | 466/2531 [33:08<1:10:57,  2.06s/it]
Batches:  13%|█▎        | 320/2531 [31:59<2:05:44,  3.41s/it]
Batches:  18%|█▊        | 464/2531 [32:35<1:07:59,  1.97s/it]
Batches:  19%|█▉        | 493/2531 [33:40<1:05:24,  1.93s/it]
Batches:  18%|█▊        | 467/2531 [33:09<1:07:12,  1.95s/it]
Batches:  18%|█▊        | 465/2531 [32:37<1:06:46,  1.94s/it]
Batches:  20%|█▉        | 494/2531 [33:42<1:04:39,  1.90s/it]
Batches:  13%|█▎        | 321/2531 [32:02<2:04:24,  3.38s/it]
Batches:  18%|█▊        | 468/2531 [33:12<1:11:53,  2.09s/it]
Batches:  18%|█▊        | 466/2531 [32:39<1:09:19,  2.01s/it]
Batches:  20%|█▉        | 495/2531 [33:45<1:13:58,  2.18s/it]
Batches:  19%|█▊        | 469/2531 [33:14<1:11:55,  2.09s/it]
Batches:  18%|█▊        | 467/2531 [32:41<1:05:31,  1.90s/it]
Batches:  13%|█▎        | 322/2531 [32:05<2:05:05,  3.40s/it]
Batches:  20%|█▉        | 496/2531 [33:47<1:13:01,  2.15s/it]
Batches:  19%|█▊        | 470/2531 [33:16<1:11:41,  2.09s/it]
Batches:  18%|█▊        | 468/2531 [32:43<1:07:17,  1.96s/it]
Batches:  20%|█▉        | 497/2531 [33:49<1:09:11,  2.04s/it]
Batches:  19%|█▊        | 469/2531 [32:45<1:08:33,  1.99s/it]
Batches:  19%|█▊        | 471/2531 [33:18<1:12:54,  2.12s/it]
Batches:  13%|█▎        | 323/2531 [32:09<2:05:20,  3.41s/it]
Batches:  20%|█▉        | 498/2531 [33:51<1:08:31,  2.02s/it]
Batches:  19%|█▊        | 470/2531 [32:47<1:06:29,  1.94s/it]
Batches:  19%|█▊        | 472/2531 [33:20<1:12:59,  2.13s/it]
Batches:  20%|█▉        | 499/2531 [33:52<1:04:10,  1.89s/it]
Batches:  13%|█▎        | 324/2531 [32:12<2:05:45,  3.42s/it]
Batches:  19%|█▊        | 471/2531 [32:48<1:05:59,  1.92s/it]
Batches:  19%|█▊        | 473/2531 [33:22<1:10:11,  2.05s/it]
Batches:  20%|█▉        | 500/2531 [33:54<1:04:21,  1.90s/it]
Batches:  19%|█▊        | 472/2531 [32:50<1:06:56,  1.95s/it]
Batches:  19%|█▊        | 474/2531 [33:24<1:13:15,  2.14s/it]
Batches:  20%|█▉        | 501/2531 [33:57<1:07:52,  2.01s/it]
Batches:  13%|█▎        | 325/2531 [32:16<2:06:10,  3.43s/it]
Batches:  19%|█▊        | 473/2531 [32:52<1:05:14,  1.90s/it]
Batches:  20%|█▉        | 502/2531 [33:58<1:05:17,  1.93s/it]
Batches:  19%|█▉        | 475/2531 [33:27<1:15:37,  2.21s/it]
Batches:  19%|█▊        | 474/2531 [32:54<1:08:00,  1.98s/it]
Batches:  20%|█▉        | 503/2531 [34:00<1:05:28,  1.94s/it]
Batches:  13%|█▎        | 326/2531 [32:19<2:06:52,  3.45s/it]
Batches:  19%|█▉        | 476/2531 [33:29<1:15:00,  2.19s/it]
Batches:  19%|█▉        | 475/2531 [32:57<1:11:58,  2.10s/it]
Batches:  20%|█▉        | 504/2531 [34:02<1:06:14,  1.96s/it]
Batches:  19%|█▉        | 477/2531 [33:31<1:11:20,  2.08s/it]
Batches:  13%|█▎        | 327/2531 [32:22<2:03:47,  3.37s/it]
Batches:  19%|█▉        | 476/2531 [32:59<1:08:03,  1.99s/it]
Batches:  20%|█▉        | 505/2531 [34:04<1:07:08,  1.99s/it]
Batches:  19%|█▉        | 478/2531 [33:33<1:10:11,  2.05s/it]
Batches:  19%|█▉        | 477/2531 [33:01<1:09:20,  2.03s/it]
Batches:  20%|█▉        | 506/2531 [34:06<1:05:58,  1.96s/it]
Batches:  13%|█▎        | 328/2531 [32:26<2:02:55,  3.35s/it]
Batches:  19%|█▉        | 479/2531 [33:35<1:12:23,  2.12s/it]
Batches:  19%|█▉        | 478/2531 [33:03<1:08:35,  2.00s/it]
Batches:  20%|██        | 507/2531 [34:08<1:05:33,  1.94s/it]
Batches:  19%|█▉        | 480/2531 [33:37<1:10:54,  2.07s/it]
Batches:  19%|█▉        | 479/2531 [33:05<1:08:04,  1.99s/it]
Batches:  20%|██        | 508/2531 [34:10<1:05:15,  1.94s/it]
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Batches:  13%|█▎        | 338/2531 [32:59<1:59:26,  3.27s/it]
Batches:  20%|█▉        | 496/2531 [34:09<1:07:30,  1.99s/it]
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Batches:  20%|█▉        | 497/2531 [34:11<1:12:36,  2.14s/it]
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Batches:  13%|█▎        | 340/2531 [33:05<1:58:49,  3.25s/it]
Batches:  20%|█▉        | 499/2531 [34:15<1:11:10,  2.10s/it]
Batches:  21%|██        | 529/2531 [34:48<58:28,  1.75s/it]  
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Batches:  20%|█▉        | 500/2531 [34:17<1:06:43,  1.97s/it]
Batches:  21%|██        | 530/2531 [34:49<59:20,  1.78s/it]
Batches:  13%|█▎        | 341/2531 [33:09<1:59:31,  3.27s/it]
Batches:  20%|█▉        | 501/2531 [34:19<1:08:05,  2.01s/it]
Batches:  21%|██        | 531/2531 [34:51<58:05,  1.74s/it]
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Batches:  14%|█▎        | 342/2531 [33:12<1:58:58,  3.26s/it]
Batches:  21%|██        | 532/2531 [34:53<1:01:26,  1.84s/it]
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Batches:  20%|█▉        | 503/2531 [34:23<1:07:54,  2.01s/it]
Batches:  20%|█▉        | 502/2531 [33:50<1:10:42,  2.09s/it]
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Batches:  20%|█▉        | 503/2531 [33:52<1:11:32,  2.12s/it]
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Batches:  14%|█▎        | 345/2531 [33:22<2:00:34,  3.31s/it]
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Batches:  20%|██        | 510/2531 [34:37<1:08:42,  2.04s/it]
Batches:  14%|█▎        | 347/2531 [33:28<1:55:37,  3.18s/it]
Batches:  21%|██▏       | 541/2531 [35:10<1:01:26,  1.85s/it]
Batches:  20%|██        | 510/2531 [34:06<1:07:40,  2.01s/it]
Batches:  20%|██        | 511/2531 [34:39<1:08:21,  2.03s/it]
Batches:  21%|██▏       | 542/2531 [35:12<1:02:04,  1.87s/it]
Batches:  14%|█▎        | 348/2531 [33:31<1:56:02,  3.19s/it]
Batches:  20%|██        | 511/2531 [34:08<1:06:20,  1.97s/it]
Batches:  20%|██        | 512/2531 [34:41<1:08:00,  2.02s/it]
Batches:  21%|██▏       | 543/2531 [35:14<1:02:13,  1.88s/it]
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Batches:  22%|██▏       | 546/2531 [35:19<58:31,  1.77s/it]
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Batches:  14%|█▍        | 351/2531 [33:41<1:56:30,  3.21s/it]
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Batches:  21%|██        | 519/2531 [34:54<58:16,  1.74s/it]  
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Batches:  21%|██        | 520/2531 [34:55<56:37,  1.69s/it]
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Batches:  21%|██        | 519/2531 [34:23<1:07:59,  2.03s/it]
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Batches:  21%|██        | 521/2531 [34:57<55:52,  1.67s/it]
Batches:  22%|██▏       | 552/2531 [35:30<58:56,  1.79s/it]
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Batches:  21%|██        | 523/2531 [35:00<57:20,  1.71s/it]
Batches:  22%|██▏       | 554/2531 [35:33<54:32,  1.66s/it]
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Batches:  14%|█▍        | 355/2531 [33:54<1:59:35,  3.30s/it]
Batches:  21%|██        | 525/2531 [35:04<1:02:04,  1.86s/it]
Batches:  22%|██▏       | 556/2531 [35:36<57:27,  1.75s/it]
Batches:  21%|██        | 524/2531 [34:32<57:09,  1.71s/it]
Batches:  22%|██▏       | 557/2531 [35:38<54:57,  1.67s/it]
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Batches:  21%|██        | 525/2531 [34:33<56:53,  1.70s/it]
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Batches:  22%|██▏       | 559/2531 [35:42<58:22,  1.78s/it]
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Batches:  21%|██        | 527/2531 [34:37<56:12,  1.68s/it]
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Batches:  23%|██▎       | 575/2531 [36:07<52:26,  1.61s/it]
Batches:  21%|██▏       | 542/2531 [35:35<1:00:30,  1.83s/it]
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Batches:  14%|█▍        | 366/2531 [34:29<1:54:15,  3.17s/it]
Batches:  23%|██▎       | 577/2531 [36:10<52:49,  1.62s/it]
Batches:  21%|██▏       | 544/2531 [35:39<59:38,  1.80s/it]
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Batches:  21%|██▏       | 544/2531 [35:07<55:51,  1.69s/it]
Batches:  22%|██▏       | 545/2531 [35:41<1:00:58,  1.84s/it]
Batches:  15%|█▍        | 367/2531 [34:32<1:55:07,  3.19s/it]
Batches:  22%|██▏       | 545/2531 [35:09<55:13,  1.67s/it]
Batches:  23%|██▎       | 579/2531 [36:14<58:26,  1.80s/it]
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Batches:  22%|██▏       | 547/2531 [35:44<57:27,  1.74s/it]
Batches:  22%|██▏       | 546/2531 [35:11<57:26,  1.74s/it]
Batches:  15%|█▍        | 368/2531 [34:35<1:54:53,  3.19s/it]
Batches:  23%|██▎       | 581/2531 [36:18<56:58,  1.75s/it]
Batches:  22%|██▏       | 548/2531 [35:46<58:05,  1.76s/it]
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Batches:  22%|██▏       | 548/2531 [35:15<1:03:03,  1.91s/it]
Batches:  23%|██▎       | 583/2531 [36:21<56:51,  1.75s/it]
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Batches:  23%|██▎       | 584/2531 [36:23<55:19,  1.70s/it]
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Batches:  22%|██▏       | 551/2531 [35:20<57:11,  1.73s/it]
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Batches:  23%|██▎       | 586/2531 [36:26<52:12,  1.61s/it]
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Batches:  23%|██▎       | 587/2531 [36:27<52:38,  1.62s/it]
Batches:  22%|██▏       | 554/2531 [35:56<55:49,  1.69s/it]
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Batches:  23%|██▎       | 588/2531 [36:29<50:47,  1.57s/it]
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Batches:  22%|██▏       | 555/2531 [35:58<54:30,  1.66s/it]
Batches:  23%|██▎       | 589/2531 [36:31<54:28,  1.68s/it]
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Batches:  22%|██▏       | 555/2531 [35:27<57:38,  1.75s/it]
Batches:  23%|██▎       | 590/2531 [36:33<56:00,  1.73s/it]
Batches:  22%|██▏       | 557/2531 [36:01<53:40,  1.63s/it]
Batches:  22%|██▏       | 556/2531 [35:29<55:18,  1.68s/it]
Batches:  23%|██▎       | 591/2531 [36:34<53:00,  1.64s/it]
Batches:  15%|█▍        | 374/2531 [34:54<1:50:31,  3.07s/it]
Batches:  22%|██▏       | 558/2531 [36:03<57:16,  1.74s/it]
Batches:  22%|██▏       | 557/2531 [35:30<55:53,  1.70s/it]
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Batches:  22%|██▏       | 559/2531 [36:05<57:47,  1.76s/it]
Batches:  23%|██▎       | 593/2531 [36:37<54:51,  1.70s/it]
Batches:  22%|██▏       | 558/2531 [35:32<58:59,  1.79s/it]
Batches:  15%|█▍        | 375/2531 [34:57<1:50:00,  3.06s/it]
Batches:  22%|██▏       | 560/2531 [36:06<56:20,  1.71s/it]
Batches:  23%|██▎       | 594/2531 [36:39<53:42,  1.66s/it]
Batches:  22%|██▏       | 559/2531 [35:34<55:45,  1.70s/it]
Batches:  22%|██▏       | 561/2531 [36:08<54:28,  1.66s/it]
Batches:  22%|██▏       | 560/2531 [35:35<53:29,  1.63s/it]
Batches:  24%|██▎       | 595/2531 [36:41<52:51,  1.64s/it]
Batches:  15%|█▍        | 376/2531 [35:00<1:51:40,  3.11s/it]
Batches:  22%|██▏       | 562/2531 [36:10<56:48,  1.73s/it]
Batches:  24%|██▎       | 596/2531 [36:42<51:09,  1.59s/it]
Batches:  22%|██▏       | 561/2531 [35:37<54:37,  1.66s/it]
Batches:  22%|██▏       | 563/2531 [36:12<59:30,  1.81s/it]
Batches:  24%|██▎       | 597/2531 [36:44<54:41,  1.70s/it]
Batches:  15%|█▍        | 377/2531 [35:03<1:52:19,  3.13s/it]
Batches:  22%|██▏       | 562/2531 [35:39<57:48,  1.76s/it]
Batches:  22%|██▏       | 564/2531 [36:14<57:46,  1.76s/it]
Batches:  24%|██▎       | 598/2531 [36:45<52:01,  1.61s/it]
Batches:  22%|██▏       | 563/2531 [35:41<56:01,  1.71s/it]
Batches:  22%|██▏       | 565/2531 [36:15<57:54,  1.77s/it]
Batches:  15%|█▍        | 378/2531 [35:06<1:52:59,  3.15s/it]
Batches:  24%|██▎       | 599/2531 [36:47<54:17,  1.69s/it]
Batches:  22%|██▏       | 564/2531 [35:42<54:28,  1.66s/it]
Batches:  22%|██▏       | 566/2531 [36:17<55:32,  1.70s/it]
Batches:  22%|██▏       | 565/2531 [35:44<54:04,  1.65s/it]
Batches:  24%|██▎       | 600/2531 [36:49<57:25,  1.78s/it]
Batches:  15%|█▍        | 379/2531 [35:09<1:52:11,  3.13s/it]
Batches:  22%|██▏       | 567/2531 [36:19<57:35,  1.76s/it]
Batches:  22%|██▏       | 566/2531 [35:46<58:35,  1.79s/it]
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Batches:  22%|██▏       | 568/2531 [36:20<55:57,  1.71s/it]
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Batches:  15%|█▌        | 380/2531 [35:12<1:50:51,  3.09s/it]
Batches:  22%|██▏       | 569/2531 [36:22<53:16,  1.63s/it]
Batches:  24%|██▍       | 603/2531 [36:54<53:53,  1.68s/it]
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Batches:  23%|██▎       | 570/2531 [36:24<54:18,  1.66s/it]
Batches:  24%|██▍       | 604/2531 [36:56<53:55,  1.68s/it]
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Batches:  22%|██▏       | 569/2531 [35:52<1:02:03,  1.90s/it]
Batches:  23%|██▎       | 571/2531 [36:25<53:25,  1.64s/it]
Batches:  24%|██▍       | 605/2531 [36:58<53:56,  1.68s/it]
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Batches:  24%|██▍       | 606/2531 [36:59<53:55,  1.68s/it]
Batches:  15%|█▌        | 382/2531 [35:19<1:52:01,  3.13s/it]
Batches:  23%|██▎       | 573/2531 [36:28<50:47,  1.56s/it]
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Batches:  23%|██▎       | 574/2531 [36:30<51:20,  1.57s/it]
Batches:  23%|██▎       | 572/2531 [35:57<1:00:15,  1.85s/it]
Batches:  24%|██▍       | 608/2531 [37:03<53:54,  1.68s/it]
Batches:  15%|█▌        | 383/2531 [35:22<1:52:12,  3.13s/it]
Batches:  23%|██▎       | 575/2531 [36:31<49:26,  1.52s/it]
Batches:  23%|██▎       | 573/2531 [35:59<1:00:58,  1.87s/it]
Batches:  24%|██▍       | 609/2531 [37:04<53:52,  1.68s/it]
Batches:  23%|██▎       | 576/2531 [36:33<50:50,  1.56s/it]
Batches:  23%|██▎       | 574/2531 [36:01<57:52,  1.77s/it]  
Batches:  15%|█▌        | 384/2531 [35:25<1:52:38,  3.15s/it]
Batches:  24%|██▍       | 610/2531 [37:06<54:25,  1.70s/it]
Batches:  23%|██▎       | 577/2531 [36:34<50:58,  1.57s/it]
Batches:  23%|██▎       | 575/2531 [36:02<57:04,  1.75s/it]
Batches:  23%|██▎       | 578/2531 [36:36<50:06,  1.54s/it]
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Batches:  15%|█▌        | 385/2531 [35:28<1:50:50,  3.10s/it]
Batches:  23%|██▎       | 579/2531 [36:37<51:02,  1.57s/it]
Batches:  24%|██▍       | 612/2531 [37:09<53:02,  1.66s/it]
Batches:  23%|██▎       | 576/2531 [36:04<59:54,  1.84s/it]
Batches:  23%|██▎       | 580/2531 [36:39<53:22,  1.64s/it]
Batches:  24%|██▍       | 613/2531 [37:11<53:34,  1.68s/it]
Batches:  23%|██▎       | 577/2531 [36:06<59:29,  1.83s/it]
Batches:  15%|█▌        | 386/2531 [35:31<1:51:21,  3.11s/it]
Batches:  23%|██▎       | 581/2531 [36:41<51:30,  1.58s/it]
Batches:  23%|██▎       | 578/2531 [36:08<56:26,  1.73s/it]
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Batches:  23%|██▎       | 579/2531 [36:09<52:30,  1.61s/it]
Batches:  24%|██▍       | 615/2531 [37:14<52:40,  1.65s/it]
Batches:  23%|██▎       | 582/2531 [36:43<55:35,  1.71s/it]
Batches:  15%|█▌        | 387/2531 [35:34<1:52:07,  3.14s/it]
Batches:  23%|██▎       | 580/2531 [36:10<50:47,  1.56s/it]
Batches:  24%|██▍       | 616/2531 [37:16<51:46,  1.62s/it]
Batches:  23%|██▎       | 583/2531 [36:44<56:11,  1.73s/it]
Batches:  23%|██▎       | 581/2531 [36:12<50:59,  1.57s/it]
Batches:  24%|██▍       | 617/2531 [37:17<49:18,  1.55s/it]
Batches:  23%|██▎       | 584/2531 [36:46<54:41,  1.69s/it]
Batches:  15%|█▌        | 388/2531 [35:37<1:48:15,  3.03s/it]
Batches:  23%|██▎       | 582/2531 [36:14<50:45,  1.56s/it]
Batches:  24%|██▍       | 618/2531 [37:19<50:41,  1.59s/it]
Batches:  23%|██▎       | 585/2531 [36:48<53:13,  1.64s/it]
Batches:  23%|██▎       | 583/2531 [36:15<54:11,  1.67s/it]
Batches:  24%|██▍       | 619/2531 [37:21<51:39,  1.62s/it]
Batches:  23%|██▎       | 586/2531 [36:49<52:55,  1.63s/it]
Batches:  15%|█▌        | 389/2531 [35:40<1:49:14,  3.06s/it]
Batches:  23%|██▎       | 584/2531 [36:17<51:56,  1.60s/it]
Batches:  24%|██▍       | 620/2531 [37:22<50:56,  1.60s/it]
Batches:  23%|██▎       | 587/2531 [36:51<55:28,  1.71s/it]
Batches:  23%|██▎       | 585/2531 [36:18<50:21,  1.55s/it]
Batches:  25%|██▍       | 621/2531 [37:24<53:12,  1.67s/it]
Batches:  15%|█▌        | 390/2531 [35:43<1:50:37,  3.10s/it]
Batches:  23%|██▎       | 588/2531 [36:53<53:41,  1.66s/it]
Batches:  23%|██▎       | 586/2531 [36:20<49:14,  1.52s/it]
Batches:  25%|██▍       | 622/2531 [37:26<53:17,  1.67s/it]
Batches:  23%|██▎       | 589/2531 [36:54<53:16,  1.65s/it]
Batches:  23%|██▎       | 587/2531 [36:21<48:56,  1.51s/it]
Batches:  15%|█▌        | 391/2531 [35:46<1:51:06,  3.12s/it]
Batches:  25%|██▍       | 623/2531 [37:28<54:00,  1.70s/it]
Batches:  23%|██▎       | 590/2531 [36:56<56:26,  1.74s/it]
Batches:  23%|██▎       | 588/2531 [36:23<54:46,  1.69s/it]
Batches:  25%|██▍       | 624/2531 [37:29<53:59,  1.70s/it]
Batches:  23%|██▎       | 591/2531 [36:58<54:03,  1.67s/it]
Batches:  23%|██▎       | 589/2531 [36:25<54:06,  1.67s/it]
Batches:  15%|█▌        | 392/2531 [35:50<1:50:27,  3.10s/it]
Batches:  25%|██▍       | 625/2531 [37:31<53:48,  1.69s/it]
Batches:  23%|██▎       | 592/2531 [36:59<53:05,  1.64s/it]
Batches:  23%|██▎       | 590/2531 [36:27<53:59,  1.67s/it]
Batches:  25%|██▍       | 626/2531 [37:33<53:48,  1.69s/it]
Batches:  23%|██▎       | 593/2531 [37:01<53:37,  1.66s/it]
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Batches:  16%|█▌        | 393/2531 [35:53<1:49:25,  3.07s/it]
Batches:  25%|██▍       | 627/2531 [37:34<53:47,  1.69s/it]
Batches:  23%|██▎       | 594/2531 [37:03<53:00,  1.64s/it]
Batches:  23%|██▎       | 592/2531 [36:30<53:21,  1.65s/it]
Batches:  25%|██▍       | 628/2531 [37:36<53:37,  1.69s/it]
Batches:  24%|██▎       | 595/2531 [37:04<52:12,  1.62s/it]
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Batches:  23%|██▎       | 593/2531 [36:32<53:38,  1.66s/it]
Batches:  25%|██▍       | 629/2531 [37:38<53:36,  1.69s/it]
Batches:  24%|██▎       | 596/2531 [37:06<55:58,  1.74s/it]
Batches:  23%|██▎       | 594/2531 [36:33<51:45,  1.60s/it]
Batches:  25%|██▍       | 630/2531 [37:39<53:35,  1.69s/it]
Batches:  24%|██▎       | 597/2531 [37:08<55:01,  1.71s/it]
Batches:  16%|█▌        | 395/2531 [35:59<1:49:51,  3.09s/it]
Batches:  24%|██▎       | 595/2531 [36:35<52:31,  1.63s/it]
Batches:  25%|██▍       | 631/2531 [37:41<54:02,  1.71s/it]
Batches:  24%|██▎       | 598/2531 [37:09<53:15,  1.65s/it]
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Batches:  24%|██▎       | 597/2531 [36:38<49:37,  1.54s/it]
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Batches:  24%|██▎       | 598/2531 [36:39<50:15,  1.56s/it]
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Batches:  24%|██▎       | 601/2531 [37:14<51:09,  1.59s/it]
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Batches:  24%|██▎       | 599/2531 [36:41<50:51,  1.58s/it]
Batches:  25%|██▌       | 634/2531 [37:46<55:07,  1.74s/it]
Batches:  24%|██▍       | 602/2531 [37:16<50:32,  1.57s/it]
Batches:  24%|██▎       | 600/2531 [36:42<49:29,  1.54s/it]
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Batches:  24%|██▎       | 601/2531 [36:44<50:53,  1.58s/it]
Batches:  24%|██▍       | 603/2531 [37:18<55:17,  1.72s/it]
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Batches:  24%|██▍       | 603/2531 [36:47<49:52,  1.55s/it]
Batches:  24%|██▍       | 605/2531 [37:21<53:14,  1.66s/it]
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Batches:  24%|██▍       | 604/2531 [36:49<50:09,  1.56s/it]
Batches:  24%|██▍       | 606/2531 [37:23<53:37,  1.67s/it]
Batches:  25%|██▌       | 639/2531 [37:55<54:10,  1.72s/it]
Batches:  16%|█▌        | 400/2531 [36:14<1:48:32,  3.06s/it]
Batches:  24%|██▍       | 605/2531 [36:50<51:52,  1.62s/it]
Batches:  24%|██▍       | 607/2531 [37:24<53:51,  1.68s/it]
Batches:  25%|██▌       | 640/2531 [37:57<54:29,  1.73s/it]
Batches:  24%|██▍       | 606/2531 [36:52<52:16,  1.63s/it]
Batches:  24%|██▍       | 608/2531 [37:26<54:00,  1.69s/it]
Batches:  16%|█▌        | 401/2531 [36:17<1:48:42,  3.06s/it]
Batches:  25%|██▌       | 641/2531 [37:58<54:02,  1.72s/it]
Batches:  24%|██▍       | 607/2531 [36:54<52:47,  1.65s/it]
Batches:  24%|██▍       | 609/2531 [37:28<54:08,  1.69s/it]
Batches:  25%|██▌       | 642/2531 [38:00<54:22,  1.73s/it]
Batches:  24%|██▍       | 608/2531 [36:56<57:01,  1.78s/it]
Batches:  24%|██▍       | 610/2531 [37:29<54:11,  1.69s/it]
Batches:  16%|█▌        | 402/2531 [36:20<1:49:13,  3.08s/it]
Batches:  25%|██▌       | 643/2531 [38:02<54:37,  1.74s/it]
Batches:  24%|██▍       | 609/2531 [36:58<57:36,  1.80s/it]
Batches:  24%|██▍       | 611/2531 [37:31<55:10,  1.72s/it]
Batches:  25%|██▌       | 644/2531 [38:04<54:46,  1.74s/it]
Batches:  16%|█▌        | 403/2531 [36:23<1:49:16,  3.08s/it]
Batches:  24%|██▍       | 612/2531 [37:33<55:52,  1.75s/it]
Batches:  24%|██▍       | 610/2531 [37:00<59:19,  1.85s/it]
Batches:  25%|██▌       | 645/2531 [38:05<53:56,  1.72s/it]
Batches:  24%|██▍       | 613/2531 [37:35<55:43,  1.74s/it]
Batches:  24%|██▍       | 611/2531 [37:01<58:15,  1.82s/it]
Batches:  26%|██▌       | 646/2531 [38:07<53:21,  1.70s/it]
Batches:  16%|█▌        | 404/2531 [36:26<1:49:34,  3.09s/it]
Batches:  24%|██▍       | 614/2531 [37:36<55:02,  1.72s/it]
Batches:  24%|██▍       | 612/2531 [37:03<56:56,  1.78s/it]
Batches:  26%|██▌       | 647/2531 [38:09<54:45,  1.74s/it]
Batches:  24%|██▍       | 615/2531 [37:38<52:57,  1.66s/it]
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Batches:  26%|██▌       | 648/2531 [38:10<53:55,  1.72s/it]
Batches:  16%|█▌        | 405/2531 [36:29<1:48:19,  3.06s/it]
Batches:  24%|██▍       | 616/2531 [37:40<53:04,  1.66s/it]
Batches:  24%|██▍       | 614/2531 [37:07<57:29,  1.80s/it]
Batches:  26%|██▌       | 649/2531 [38:12<53:53,  1.72s/it]
Batches:  24%|██▍       | 617/2531 [37:41<53:45,  1.69s/it]
Batches:  16%|█▌        | 406/2531 [36:33<1:48:53,  3.07s/it]
Batches:  24%|██▍       | 615/2531 [37:09<57:18,  1.79s/it]
Batches:  26%|██▌       | 650/2531 [38:14<53:52,  1.72s/it]
Batches:  24%|██▍       | 618/2531 [37:43<55:09,  1.73s/it]
Batches:  24%|██▍       | 616/2531 [37:10<55:59,  1.75s/it]
Batches:  26%|██▌       | 651/2531 [38:16<53:50,  1.72s/it]
Batches:  24%|██▍       | 619/2531 [37:45<54:29,  1.71s/it]
Batches:  16%|█▌        | 407/2531 [36:36<1:49:01,  3.08s/it]
Batches:  26%|██▌       | 652/2531 [38:17<52:13,  1.67s/it]
Batches:  24%|██▍       | 617/2531 [37:12<56:49,  1.78s/it]
Batches:  24%|██▍       | 620/2531 [37:46<52:41,  1.65s/it]
Batches:  24%|██▍       | 618/2531 [37:14<54:02,  1.70s/it]
Batches:  26%|██▌       | 653/2531 [38:19<52:39,  1.68s/it]
Batches:  16%|█▌        | 408/2531 [36:39<1:47:12,  3.03s/it]
Batches:  25%|██▍       | 621/2531 [37:48<54:23,  1.71s/it]
Batches:  24%|██▍       | 619/2531 [37:15<52:44,  1.66s/it]
Batches:  26%|██▌       | 654/2531 [38:21<52:57,  1.69s/it]
Batches:  25%|██▍       | 622/2531 [37:50<55:20,  1.74s/it]
Batches:  24%|██▍       | 620/2531 [37:17<52:02,  1.63s/it]
Batches:  26%|██▌       | 655/2531 [38:22<52:56,  1.69s/it]
Batches:  16%|█▌        | 409/2531 [36:41<1:46:03,  3.00s/it]
Batches:  25%|██▍       | 623/2531 [37:51<52:28,  1.65s/it]
Batches:  25%|██▍       | 621/2531 [37:18<52:36,  1.65s/it]
Batches:  26%|██▌       | 656/2531 [38:24<51:13,  1.64s/it]
Batches:  25%|██▍       | 624/2531 [37:53<50:49,  1.60s/it]
Batches:  26%|██▌       | 657/2531 [38:25<48:37,  1.56s/it]
Batches:  25%|██▍       | 622/2531 [37:20<52:17,  1.64s/it]
Batches:  16%|█▌        | 410/2531 [36:45<1:46:50,  3.02s/it]
Batches:  25%|██▍       | 625/2531 [37:55<51:44,  1.63s/it]
Batches:  25%|██▍       | 623/2531 [37:21<50:34,  1.59s/it]
Batches:  26%|██▌       | 658/2531 [38:27<49:57,  1.60s/it]
Batches:  25%|██▍       | 626/2531 [37:56<52:22,  1.65s/it]
Batches:  26%|██▌       | 659/2531 [38:29<50:47,  1.63s/it]
Batches:  25%|██▍       | 624/2531 [37:23<53:42,  1.69s/it]
Batches:  16%|█▌        | 411/2531 [36:48<1:46:49,  3.02s/it]
Batches:  25%|██▍       | 627/2531 [37:58<50:27,  1.59s/it]
Batches:  26%|██▌       | 660/2531 [38:30<48:23,  1.55s/it]
Batches:  25%|██▍       | 625/2531 [37:25<51:25,  1.62s/it]
Batches:  25%|██▍       | 628/2531 [37:59<51:27,  1.62s/it]
Batches:  25%|██▍       | 626/2531 [37:26<51:05,  1.61s/it]
Batches:  26%|██▌       | 661/2531 [38:32<49:39,  1.59s/it]
Batches:  16%|█▋        | 412/2531 [36:51<1:46:34,  3.02s/it]
Batches:  25%|██▍       | 629/2531 [38:01<49:47,  1.57s/it]
Batches:  25%|██▍       | 627/2531 [37:28<52:49,  1.66s/it]
Batches:  26%|██▌       | 662/2531 [38:33<51:21,  1.65s/it]
Batches:  16%|█▋        | 413/2531 [36:54<1:46:09,  3.01s/it]
Batches:  25%|██▍       | 630/2531 [38:03<53:48,  1.70s/it]
Batches:  26%|██▌       | 663/2531 [38:35<50:06,  1.61s/it]
Batches:  25%|██▍       | 628/2531 [37:30<53:14,  1.68s/it]
Batches:  25%|██▍       | 631/2531 [38:05<53:52,  1.70s/it]
Batches:  26%|██▌       | 664/2531 [38:37<51:18,  1.65s/it]
Batches:  25%|██▍       | 629/2531 [37:32<53:23,  1.68s/it]
Batches:  16%|█▋        | 414/2531 [36:56<1:45:08,  2.98s/it]
Batches:  25%|██▍       | 630/2531 [37:33<50:07,  1.58s/it]
Batches:  25%|██▍       | 632/2531 [38:06<55:27,  1.75s/it]
Batches:  26%|██▋       | 665/2531 [38:38<52:09,  1.68s/it]
Batches:  25%|██▍       | 631/2531 [37:35<51:12,  1.62s/it]
Batches:  26%|██▋       | 666/2531 [38:40<51:36,  1.66s/it]
Batches:  25%|██▌       | 633/2531 [38:08<55:30,  1.75s/it]
Batches:  16%|█▋        | 415/2531 [36:59<1:43:38,  2.94s/it]
Batches:  25%|██▍       | 632/2531 [37:36<51:57,  1.64s/it]
Batches:  26%|██▋       | 667/2531 [38:42<52:20,  1.68s/it]
Batches:  25%|██▌       | 634/2531 [38:10<55:16,  1.75s/it]
Batches:  26%|██▋       | 668/2531 [38:43<50:15,  1.62s/it]
Batches:  25%|██▌       | 633/2531 [37:38<52:27,  1.66s/it]
Batches:  16%|█▋        | 416/2531 [37:02<1:43:29,  2.94s/it]
Batches:  25%|██▌       | 635/2531 [38:12<56:24,  1.79s/it]
Batches:  26%|██▋       | 669/2531 [38:45<51:08,  1.65s/it]
Batches:  25%|██▌       | 634/2531 [37:40<53:01,  1.68s/it]
Batches:  25%|██▌       | 636/2531 [38:13<55:14,  1.75s/it]
Batches:  16%|█▋        | 417/2531 [37:05<1:42:56,  2.92s/it]
Batches:  26%|██▋       | 670/2531 [38:46<47:55,  1.55s/it]
Batches:  25%|██▌       | 635/2531 [37:42<53:39,  1.70s/it]
Batches:  25%|██▌       | 637/2531 [38:15<55:41,  1.76s/it]
Batches:  27%|██▋       | 671/2531 [38:48<47:40,  1.54s/it]
Batches:  25%|██▌       | 636/2531 [37:43<54:12,  1.72s/it]
Batches:  25%|██▌       | 638/2531 [38:17<55:36,  1.76s/it]
Batches:  17%|█▋        | 418/2531 [37:08<1:43:50,  2.95s/it]
Batches:  27%|██▋       | 672/2531 [38:49<49:18,  1.59s/it]
Batches:  25%|██▌       | 637/2531 [37:45<54:25,  1.72s/it]
Batches:  25%|██▌       | 639/2531 [38:19<55:32,  1.76s/it]
Batches:  27%|██▋       | 673/2531 [38:51<50:26,  1.63s/it]
Batches:  25%|██▌       | 638/2531 [37:47<54:35,  1.73s/it]
Batches:  17%|█▋        | 419/2531 [37:11<1:44:24,  2.97s/it]
Batches:  25%|██▌       | 640/2531 [38:21<55:37,  1.77s/it]
Batches:  27%|██▋       | 674/2531 [38:53<48:37,  1.57s/it]
Batches:  25%|██▌       | 639/2531 [37:49<54:42,  1.73s/it]
Batches:  25%|██▌       | 641/2531 [38:22<55:39,  1.77s/it]
Batches:  27%|██▋       | 675/2531 [38:54<49:55,  1.61s/it]
Batches:  17%|█▋        | 420/2531 [37:14<1:44:46,  2.98s/it]
Batches:  25%|██▌       | 640/2531 [37:50<54:19,  1.72s/it]
Batches:  25%|██▌       | 642/2531 [38:24<55:05,  1.75s/it]
Batches:  27%|██▋       | 676/2531 [38:56<50:12,  1.62s/it]
Batches:  25%|██▌       | 641/2531 [37:52<54:38,  1.73s/it]
Batches:  27%|██▋       | 677/2531 [38:58<49:27,  1.60s/it]
Batches:  25%|██▌       | 643/2531 [38:26<55:18,  1.76s/it]
Batches:  17%|█▋        | 421/2531 [37:17<1:44:00,  2.96s/it]
Batches:  25%|██▌       | 642/2531 [37:54<53:48,  1.71s/it]
Batches:  27%|██▋       | 678/2531 [38:59<50:29,  1.63s/it]
Batches:  25%|██▌       | 644/2531 [38:28<55:27,  1.76s/it]
Batches:  25%|██▌       | 643/2531 [37:55<54:15,  1.72s/it]
Batches:  27%|██▋       | 679/2531 [39:01<48:07,  1.56s/it]
Batches:  17%|█▋        | 422/2531 [37:20<1:43:06,  2.93s/it]
Batches:  25%|██▌       | 645/2531 [38:29<55:30,  1.77s/it]
Batches:  27%|██▋       | 680/2531 [39:02<47:44,  1.55s/it]
Batches:  25%|██▌       | 644/2531 [37:57<54:34,  1.74s/it]
Batches:  26%|██▌       | 646/2531 [38:31<54:52,  1.75s/it]
Batches:  27%|██▋       | 681/2531 [39:04<49:03,  1.59s/it]
Batches:  17%|█▋        | 423/2531 [37:23<1:42:34,  2.92s/it]
Batches:  25%|██▌       | 645/2531 [37:59<54:11,  1.72s/it]
Batches:  26%|██▌       | 647/2531 [38:33<54:09,  1.72s/it]
Batches:  27%|██▋       | 682/2531 [39:05<48:57,  1.59s/it]
Batches:  26%|██▌       | 646/2531 [38:00<51:46,  1.65s/it]
Batches:  26%|██▌       | 648/2531 [38:34<53:37,  1.71s/it]
Batches:  27%|██▋       | 683/2531 [39:07<47:00,  1.53s/it]
Batches:  17%|█▋        | 424/2531 [37:26<1:43:26,  2.95s/it]
Batches:  26%|██▌       | 647/2531 [38:02<51:18,  1.63s/it]
Batches:  26%|██▌       | 649/2531 [38:36<53:15,  1.70s/it]
Batches:  27%|██▋       | 684/2531 [39:08<47:29,  1.54s/it]
Batches:  26%|██▌       | 648/2531 [38:04<51:33,  1.64s/it]
Batches:  27%|██▋       | 685/2531 [39:10<45:36,  1.48s/it]
Batches:  26%|██▌       | 650/2531 [38:38<54:51,  1.75s/it]
Batches:  17%|█▋        | 425/2531 [37:29<1:43:29,  2.95s/it]
Batches:  26%|██▌       | 649/2531 [38:05<51:41,  1.65s/it]
Batches:  27%|██▋       | 686/2531 [39:11<46:10,  1.50s/it]
Batches:  26%|██▌       | 651/2531 [38:40<54:21,  1.73s/it]
Batches:  26%|██▌       | 650/2531 [38:07<49:57,  1.59s/it]
Batches:  27%|██▋       | 687/2531 [39:13<44:53,  1.46s/it]
Batches:  17%|█▋        | 426/2531 [37:32<1:44:55,  2.99s/it]
Batches:  26%|██▌       | 652/2531 [38:41<54:19,  1.73s/it]
Batches:  26%|██▌       | 651/2531 [38:08<48:21,  1.54s/it]
Batches:  27%|██▋       | 688/2531 [39:14<42:55,  1.40s/it]
Batches:  26%|██▌       | 653/2531 [38:43<54:19,  1.74s/it]
Batches:  26%|██▌       | 652/2531 [38:10<50:00,  1.60s/it]
Batches:  27%|██▋       | 689/2531 [39:15<43:15,  1.41s/it]
Batches:  17%|█▋        | 427/2531 [37:35<1:45:00,  2.99s/it]
Batches:  26%|██▌       | 653/2531 [38:11<47:37,  1.52s/it]
Batches:  27%|██▋       | 690/2531 [39:17<42:29,  1.38s/it]
Batches:  26%|██▌       | 654/2531 [38:45<54:18,  1.74s/it]
Batches:  26%|██▌       | 654/2531 [38:13<46:08,  1.47s/it]
Batches:  26%|██▌       | 655/2531 [38:46<51:53,  1.66s/it]
Batches:  27%|██▋       | 691/2531 [39:18<44:16,  1.44s/it]
Batches:  17%|█▋        | 428/2531 [37:38<1:44:12,  2.97s/it]
Batches:  26%|██▌       | 655/2531 [38:14<49:07,  1.57s/it]
Batches:  27%|██▋       | 692/2531 [39:20<42:58,  1.40s/it]
Batches:  26%|██▌       | 656/2531 [38:48<49:48,  1.59s/it]
Batches:  27%|██▋       | 693/2531 [39:21<43:30,  1.42s/it]
Batches:  26%|██▌       | 656/2531 [38:16<50:30,  1.62s/it]
Batches:  26%|██▌       | 657/2531 [38:50<51:21,  1.64s/it]
Batches:  17%|█▋        | 429/2531 [37:41<1:42:33,  2.93s/it]
Batches:  27%|██▋       | 694/2531 [39:23<44:24,  1.45s/it]
Batches:  26%|██▌       | 658/2531 [38:51<47:45,  1.53s/it]
Batches:  26%|██▌       | 657/2531 [38:18<51:29,  1.65s/it]
Batches:  27%|██▋       | 695/2531 [39:24<43:23,  1.42s/it]
Batches:  26%|██▌       | 659/2531 [38:52<45:15,  1.45s/it]
Batches:  26%|██▌       | 658/2531 [38:19<51:54,  1.66s/it]
Batches:  17%|█▋        | 430/2531 [37:44<1:43:05,  2.94s/it]
Batches:  27%|██▋       | 696/2531 [39:25<44:39,  1.46s/it]
Batches:  26%|██▌       | 660/2531 [38:54<47:41,  1.53s/it]
Batches:  26%|██▌       | 659/2531 [38:21<52:12,  1.67s/it]
Batches:  28%|██▊       | 697/2531 [39:27<46:38,  1.53s/it]
Batches:  26%|██▌       | 661/2531 [38:55<49:22,  1.58s/it]
Batches:  17%|█▋        | 431/2531 [37:47<1:43:20,  2.95s/it]
Batches:  26%|██▌       | 660/2531 [38:23<53:54,  1.73s/it]
Batches:  28%|██▊       | 698/2531 [39:28<43:22,  1.42s/it]
Batches:  26%|██▌       | 662/2531 [38:57<50:31,  1.62s/it]
Batches:  28%|██▊       | 699/2531 [39:30<41:47,  1.37s/it]
Batches:  26%|██▌       | 661/2531 [38:24<51:10,  1.64s/it]
Batches:  17%|█▋        | 432/2531 [37:50<1:43:28,  2.96s/it]
Batches:  26%|██▌       | 663/2531 [38:59<51:18,  1.65s/it]
Batches:  26%|██▌       | 662/2531 [38:26<48:44,  1.56s/it]
Batches:  28%|██▊       | 700/2531 [39:31<44:05,  1.44s/it]
Batches:  26%|██▌       | 663/2531 [38:27<46:33,  1.50s/it]
Batches:  26%|██▌       | 664/2531 [39:01<52:18,  1.68s/it]
Batches:  28%|██▊       | 701/2531 [39:33<44:26,  1.46s/it]
Batches:  17%|█▋        | 433/2531 [37:52<1:41:59,  2.92s/it]
Batches:  26%|██▌       | 664/2531 [38:29<48:24,  1.56s/it]
Batches:  28%|██▊       | 702/2531 [39:34<45:55,  1.51s/it]
Batches:  26%|██▋       | 665/2531 [39:02<53:07,  1.71s/it]
Batches:  26%|██▋       | 666/2531 [39:04<49:27,  1.59s/it]
Batches:  26%|██▋       | 665/2531 [38:31<50:30,  1.62s/it]
Batches:  28%|██▊       | 703/2531 [39:36<46:57,  1.54s/it]
Batches:  17%|█▋        | 434/2531 [37:55<1:42:39,  2.94s/it]
Batches:  26%|██▋       | 666/2531 [38:32<48:37,  1.56s/it]
Batches:  28%|██▊       | 704/2531 [39:37<46:39,  1.53s/it]
Batches:  26%|██▋       | 667/2531 [39:05<50:59,  1.64s/it]
Batches:  26%|██▋       | 667/2531 [38:34<50:17,  1.62s/it]
Batches:  26%|██▋       | 668/2531 [39:07<52:08,  1.68s/it]
Batches:  28%|██▊       | 705/2531 [39:39<48:59,  1.61s/it]
Batches:  17%|█▋        | 435/2531 [37:58<1:42:45,  2.94s/it]
Batches:  28%|██▊       | 706/2531 [39:41<48:43,  1.60s/it]
Batches:  26%|██▋       | 668/2531 [38:36<51:24,  1.66s/it]
Batches:  26%|██▋       | 669/2531 [39:09<52:51,  1.70s/it]
Batches:  17%|█▋        | 436/2531 [38:01<1:42:24,  2.93s/it]
Batches:  28%|██▊       | 707/2531 [39:42<48:38,  1.60s/it]
Batches:  26%|██▋       | 669/2531 [38:37<51:39,  1.66s/it]
Batches:  26%|██▋       | 670/2531 [39:11<53:19,  1.72s/it]
Batches:  28%|██▊       | 708/2531 [39:44<48:27,  1.59s/it]
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Batches:  27%|██▋       | 671/2531 [39:12<52:45,  1.70s/it]
Batches:  17%|█▋        | 437/2531 [38:04<1:43:22,  2.96s/it]
Batches:  28%|██▊       | 709/2531 [39:46<48:18,  1.59s/it]
Batches:  27%|██▋       | 671/2531 [38:41<51:23,  1.66s/it]
Batches:  27%|██▋       | 672/2531 [39:14<53:01,  1.71s/it]
Batches:  28%|██▊       | 710/2531 [39:47<47:39,  1.57s/it]
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Batches:  27%|██▋       | 673/2531 [39:16<53:25,  1.72s/it]
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Batches:  27%|██▋       | 673/2531 [38:44<52:22,  1.69s/it]
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Batches:  17%|█▋        | 439/2531 [38:10<1:42:57,  2.95s/it]
Batches:  28%|██▊       | 713/2531 [39:52<46:00,  1.52s/it]
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Batches:  27%|██▋       | 676/2531 [38:49<52:35,  1.70s/it]
Batches:  28%|██▊       | 715/2531 [39:55<45:34,  1.51s/it]
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Batches:  27%|██▋       | 678/2531 [38:52<47:31,  1.54s/it]
Batches:  17%|█▋        | 441/2531 [38:16<1:42:41,  2.95s/it]
Batches:  28%|██▊       | 717/2531 [39:58<48:00,  1.59s/it]
Batches:  27%|██▋       | 680/2531 [39:26<44:50,  1.45s/it]
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Batches:  27%|██▋       | 681/2531 [39:28<44:16,  1.44s/it]
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Batches:  17%|█▋        | 442/2531 [38:19<1:42:24,  2.94s/it]
Batches:  27%|██▋       | 680/2531 [38:55<47:26,  1.54s/it]
Batches:  27%|██▋       | 682/2531 [39:29<44:03,  1.43s/it]
Batches:  27%|██▋       | 681/2531 [38:56<45:29,  1.48s/it]
Batches:  28%|██▊       | 719/2531 [40:01<50:29,  1.67s/it]
Batches:  27%|██▋       | 683/2531 [39:31<48:19,  1.57s/it]
Batches:  18%|█▊        | 443/2531 [38:22<1:41:04,  2.90s/it]
Batches:  27%|██▋       | 682/2531 [38:58<45:54,  1.49s/it]
Batches:  28%|██▊       | 720/2531 [40:03<49:47,  1.65s/it]
Batches:  27%|██▋       | 684/2531 [39:32<48:34,  1.58s/it]
Batches:  27%|██▋       | 683/2531 [38:59<47:21,  1.54s/it]
Batches:  28%|██▊       | 721/2531 [40:05<48:55,  1.62s/it]
Batches:  18%|█▊        | 444/2531 [38:25<1:41:14,  2.91s/it]
Batches:  27%|██▋       | 685/2531 [39:34<48:24,  1.57s/it]
Batches:  27%|██▋       | 684/2531 [39:01<46:46,  1.52s/it]
Batches:  29%|██▊       | 722/2531 [40:06<48:16,  1.60s/it]
Batches:  27%|██▋       | 686/2531 [39:35<46:03,  1.50s/it]
Batches:  29%|██▊       | 723/2531 [40:07<45:34,  1.51s/it]
Batches:  27%|██▋       | 685/2531 [39:02<45:59,  1.49s/it]
Batches:  18%|█▊        | 445/2531 [38:28<1:41:58,  2.93s/it]
Batches:  27%|██▋       | 686/2531 [39:04<44:14,  1.44s/it]
Batches:  27%|██▋       | 687/2531 [39:37<48:00,  1.56s/it]
Batches:  29%|██▊       | 724/2531 [40:09<46:19,  1.54s/it]
Batches:  27%|██▋       | 687/2531 [39:05<43:13,  1.41s/it]
Batches:  27%|██▋       | 688/2531 [39:38<46:58,  1.53s/it]
Batches:  29%|██▊       | 725/2531 [40:10<44:42,  1.49s/it]
Batches:  27%|██▋       | 688/2531 [39:06<43:09,  1.41s/it]
Batches:  18%|█▊        | 446/2531 [38:30<1:40:45,  2.90s/it]
Batches:  27%|██▋       | 689/2531 [39:40<45:01,  1.47s/it]
Batches:  29%|██▊       | 726/2531 [40:12<43:22,  1.44s/it]
Batches:  27%|██▋       | 689/2531 [39:08<42:47,  1.39s/it]
Batches:  27%|██▋       | 690/2531 [39:41<43:56,  1.43s/it]
Batches:  29%|██▊       | 727/2531 [40:13<45:30,  1.51s/it]
Batches:  18%|█▊        | 447/2531 [38:33<1:39:52,  2.88s/it]
Batches:  27%|██▋       | 691/2531 [39:43<45:27,  1.48s/it]
Batches:  27%|██▋       | 690/2531 [39:09<46:22,  1.51s/it]
Batches:  29%|██▉       | 728/2531 [40:15<45:33,  1.52s/it]
Batches:  27%|██▋       | 691/2531 [39:11<45:00,  1.47s/it]
Batches:  27%|██▋       | 692/2531 [39:45<49:13,  1.61s/it]
Batches:  29%|██▉       | 729/2531 [40:17<46:46,  1.56s/it]
Batches:  27%|██▋       | 692/2531 [39:12<43:02,  1.40s/it]
Batches:  18%|█▊        | 448/2531 [38:36<1:39:57,  2.88s/it]
Batches:  27%|██▋       | 693/2531 [39:46<47:07,  1.54s/it]
Batches:  29%|██▉       | 730/2531 [40:18<46:45,  1.56s/it]
Batches:  27%|██▋       | 693/2531 [39:14<47:35,  1.55s/it]
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Batches:  29%|██▉       | 731/2531 [40:19<45:00,  1.50s/it]
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Batches:  27%|██▋       | 695/2531 [39:49<44:23,  1.45s/it]
Batches:  27%|██▋       | 694/2531 [39:16<47:39,  1.56s/it]
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Batches:  27%|██▋       | 695/2531 [39:17<50:39,  1.66s/it]
Batches:  18%|█▊        | 450/2531 [38:42<1:40:37,  2.90s/it]
Batches:  28%|██▊       | 697/2531 [39:52<43:07,  1.41s/it]
Batches:  29%|██▉       | 734/2531 [40:24<45:39,  1.52s/it]
Batches:  27%|██▋       | 696/2531 [39:19<50:32,  1.65s/it]
Batches:  28%|██▊       | 698/2531 [39:53<42:35,  1.39s/it]
Batches:  28%|██▊       | 697/2531 [39:20<47:21,  1.55s/it]
Batches:  29%|██▉       | 735/2531 [40:26<46:29,  1.55s/it]
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Batches:  28%|██▊       | 699/2531 [39:55<44:47,  1.47s/it]
Batches:  28%|██▊       | 698/2531 [39:22<48:01,  1.57s/it]
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Batches:  28%|██▊       | 700/2531 [39:56<45:44,  1.50s/it]
Batches:  29%|██▉       | 737/2531 [40:29<44:00,  1.47s/it]
Batches:  28%|██▊       | 699/2531 [39:23<46:27,  1.52s/it]
Batches:  18%|█▊        | 452/2531 [38:48<1:40:04,  2.89s/it]
Batches:  28%|██▊       | 701/2531 [39:58<47:00,  1.54s/it]
Batches:  28%|██▊       | 700/2531 [39:25<46:49,  1.53s/it]
Batches:  29%|██▉       | 738/2531 [40:30<45:37,  1.53s/it]
Batches:  28%|██▊       | 702/2531 [39:59<47:30,  1.56s/it]
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Batches:  29%|██▉       | 739/2531 [40:32<45:46,  1.53s/it]
Batches:  28%|██▊       | 701/2531 [39:27<47:37,  1.56s/it]
Batches:  28%|██▊       | 703/2531 [40:01<48:30,  1.59s/it]
Batches:  29%|██▉       | 740/2531 [40:33<46:11,  1.55s/it]
Batches:  28%|██▊       | 702/2531 [39:28<47:35,  1.56s/it]
Batches:  28%|██▊       | 704/2531 [40:03<48:19,  1.59s/it]
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Batches:  29%|██▉       | 741/2531 [40:35<46:27,  1.56s/it]
Batches:  28%|██▊       | 703/2531 [39:30<48:09,  1.58s/it]
Batches:  28%|██▊       | 705/2531 [40:04<46:45,  1.54s/it]
Batches:  29%|██▉       | 742/2531 [40:37<46:38,  1.56s/it]
Batches:  28%|██▊       | 704/2531 [39:31<48:30,  1.59s/it]
Batches:  28%|██▊       | 706/2531 [40:05<45:39,  1.50s/it]
Batches:  18%|█▊        | 455/2531 [38:57<1:40:39,  2.91s/it]
Batches:  28%|██▊       | 705/2531 [39:33<46:12,  1.52s/it]
Batches:  29%|██▉       | 743/2531 [40:38<46:46,  1.57s/it]
Batches:  28%|██▊       | 707/2531 [40:07<46:30,  1.53s/it]
Batches:  28%|██▊       | 706/2531 [39:34<46:46,  1.54s/it]
Batches:  29%|██▉       | 744/2531 [40:40<46:52,  1.57s/it]
Batches:  28%|██▊       | 708/2531 [40:08<44:53,  1.48s/it]
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Batches:  28%|██▊       | 707/2531 [39:36<46:35,  1.53s/it]
Batches:  29%|██▉       | 745/2531 [40:41<46:54,  1.58s/it]
Batches:  28%|██▊       | 709/2531 [40:10<45:18,  1.49s/it]
Batches:  28%|██▊       | 708/2531 [39:37<47:01,  1.55s/it]
Batches:  29%|██▉       | 746/2531 [40:43<46:55,  1.58s/it]
Batches:  18%|█▊        | 457/2531 [39:02<1:38:26,  2.85s/it]
Batches:  28%|██▊       | 710/2531 [40:12<46:37,  1.54s/it]
Batches:  28%|██▊       | 709/2531 [39:39<47:19,  1.56s/it]
Batches:  30%|██▉       | 747/2531 [40:44<46:19,  1.56s/it]
Batches:  28%|██▊       | 711/2531 [40:13<47:09,  1.55s/it]
Batches:  30%|██▉       | 748/2531 [40:46<43:32,  1.47s/it]
Batches:  28%|██▊       | 710/2531 [39:41<47:32,  1.57s/it]
Batches:  18%|█▊        | 458/2531 [39:05<1:38:06,  2.84s/it]
Batches:  28%|██▊       | 712/2531 [40:15<47:31,  1.57s/it]
Batches:  30%|██▉       | 749/2531 [40:47<44:52,  1.51s/it]
Batches:  28%|██▊       | 711/2531 [39:42<47:48,  1.58s/it]
Batches:  28%|██▊       | 713/2531 [40:16<47:45,  1.58s/it]
Batches:  30%|██▉       | 750/2531 [40:49<43:20,  1.46s/it]
Batches:  18%|█▊        | 459/2531 [39:08<1:38:55,  2.86s/it]
Batches:  28%|██▊       | 712/2531 [39:44<47:50,  1.58s/it]
Batches:  28%|██▊       | 714/2531 [40:18<47:03,  1.55s/it]
Batches:  30%|██▉       | 751/2531 [40:50<41:26,  1.40s/it]
Batches:  28%|██▊       | 713/2531 [39:45<47:51,  1.58s/it]
Batches:  28%|██▊       | 715/2531 [40:19<46:34,  1.54s/it]
Batches:  30%|██▉       | 752/2531 [40:51<42:45,  1.44s/it]
Batches:  18%|█▊        | 460/2531 [39:10<1:35:45,  2.77s/it]
Batches:  28%|██▊       | 714/2531 [39:47<47:20,  1.56s/it]
Batches:  28%|██▊       | 716/2531 [40:21<46:13,  1.53s/it]
Batches:  30%|██▉       | 753/2531 [40:53<43:21,  1.46s/it]
Batches:  28%|██▊       | 715/2531 [39:49<47:30,  1.57s/it]
Batches:  18%|█▊        | 461/2531 [39:13<1:36:12,  2.79s/it]
Batches:  28%|██▊       | 717/2531 [40:22<47:11,  1.56s/it]
Batches:  30%|██▉       | 754/2531 [40:54<43:52,  1.48s/it]
Batches:  28%|██▊       | 716/2531 [39:50<46:45,  1.55s/it]
Batches:  30%|██▉       | 755/2531 [40:56<43:21,  1.46s/it]
Batches:  28%|██▊       | 718/2531 [40:24<47:38,  1.58s/it]
Batches:  28%|██▊       | 717/2531 [39:52<47:04,  1.56s/it]
Batches:  18%|█▊        | 462/2531 [39:16<1:37:09,  2.82s/it]
Batches:  30%|██▉       | 756/2531 [40:57<43:50,  1.48s/it]
Batches:  28%|██▊       | 719/2531 [40:26<49:44,  1.65s/it]
Batches:  28%|██▊       | 718/2531 [39:53<47:18,  1.57s/it]
Batches:  30%|██▉       | 757/2531 [40:59<44:09,  1.49s/it]
Batches:  28%|██▊       | 720/2531 [40:28<49:16,  1.63s/it]
Batches:  28%|██▊       | 719/2531 [39:55<46:35,  1.54s/it]
Batches:  18%|█▊        | 463/2531 [39:19<1:35:57,  2.78s/it]
Batches:  30%|██▉       | 758/2531 [41:00<43:51,  1.48s/it]
Batches:  28%|██▊       | 721/2531 [40:29<48:36,  1.61s/it]
Batches:  28%|██▊       | 720/2531 [39:56<46:36,  1.54s/it]
Batches:  30%|██▉       | 759/2531 [41:02<43:18,  1.47s/it]
Batches:  29%|██▊       | 722/2531 [40:31<48:08,  1.60s/it]
Batches:  18%|█▊        | 464/2531 [39:22<1:36:16,  2.79s/it]
Batches:  28%|██▊       | 721/2531 [39:58<46:19,  1.54s/it]
Batches:  30%|███       | 760/2531 [41:03<44:18,  1.50s/it]
Batches:  29%|██▊       | 723/2531 [40:32<47:29,  1.58s/it]
Batches:  29%|██▊       | 722/2531 [39:59<46:26,  1.54s/it]
Batches:  30%|███       | 761/2531 [41:05<44:43,  1.52s/it]
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Batches:  29%|██▊       | 724/2531 [40:34<47:27,  1.58s/it]
Batches:  29%|██▊       | 723/2531 [40:01<45:45,  1.52s/it]
Batches:  30%|███       | 762/2531 [41:06<44:40,  1.52s/it]
Batches:  29%|██▊       | 725/2531 [40:35<48:32,  1.61s/it]
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Batches:  30%|███       | 763/2531 [41:08<45:21,  1.54s/it]
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Batches:  29%|██▊       | 726/2531 [40:37<48:10,  1.60s/it]
Batches:  29%|██▊       | 725/2531 [40:04<46:16,  1.54s/it]
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Batches:  29%|██▊       | 726/2531 [40:05<46:22,  1.54s/it]
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Batches:  30%|███       | 765/2531 [41:11<46:23,  1.58s/it]
Batches:  29%|██▉       | 728/2531 [40:40<48:45,  1.62s/it]
Batches:  29%|██▊       | 727/2531 [40:07<46:53,  1.56s/it]
Batches:  30%|███       | 766/2531 [41:13<45:48,  1.56s/it]
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Batches:  29%|██▉       | 728/2531 [40:09<46:46,  1.56s/it]
Batches:  29%|██▉       | 729/2531 [40:42<49:10,  1.64s/it]
Batches:  30%|███       | 767/2531 [41:14<45:22,  1.54s/it]
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Batches:  29%|██▉       | 730/2531 [40:44<49:08,  1.64s/it]
Batches:  30%|███       | 768/2531 [41:16<44:38,  1.52s/it]
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Batches:  29%|██▉       | 730/2531 [40:12<47:25,  1.58s/it]
Batches:  30%|███       | 769/2531 [41:17<44:35,  1.52s/it]
Batches:  29%|██▉       | 731/2531 [40:45<50:11,  1.67s/it]
Batches:  29%|██▉       | 731/2531 [40:13<46:53,  1.56s/it]
Batches:  30%|███       | 770/2531 [41:19<44:53,  1.53s/it]
Batches:  29%|██▉       | 732/2531 [40:47<48:56,  1.63s/it]
Batches:  19%|█▊        | 470/2531 [39:38<1:36:14,  2.80s/it]
Batches:  29%|██▉       | 732/2531 [40:15<46:31,  1.55s/it]
Batches:  30%|███       | 771/2531 [41:20<45:05,  1.54s/it]
Batches:  29%|██▉       | 733/2531 [40:49<49:17,  1.64s/it]
Batches:  29%|██▉       | 733/2531 [40:16<47:26,  1.58s/it]
Batches:  31%|███       | 772/2531 [41:22<45:34,  1.55s/it]
Batches:  29%|██▉       | 734/2531 [40:50<49:24,  1.65s/it]
Batches:  19%|█▊        | 471/2531 [39:41<1:36:59,  2.83s/it]
Batches:  29%|██▉       | 734/2531 [40:18<46:53,  1.57s/it]
Batches:  31%|███       | 773/2531 [41:23<45:14,  1.54s/it]
Batches:  29%|██▉       | 735/2531 [40:52<49:28,  1.65s/it]
Batches:  31%|███       | 774/2531 [41:25<43:20,  1.48s/it]
Batches:  29%|██▉       | 735/2531 [40:20<47:25,  1.58s/it]
Batches:  19%|█▊        | 472/2531 [39:44<1:37:34,  2.84s/it]
Batches:  29%|██▉       | 736/2531 [40:54<49:18,  1.65s/it]
Batches:  31%|███       | 775/2531 [41:26<43:08,  1.47s/it]
Batches:  29%|██▉       | 736/2531 [40:21<47:45,  1.60s/it]
Batches:  29%|██▉       | 737/2531 [40:55<49:11,  1.65s/it]
Batches:  31%|███       | 776/2531 [41:28<42:39,  1.46s/it]
Batches:  29%|██▉       | 737/2531 [40:23<45:08,  1.51s/it]
Batches:  19%|█▊        | 473/2531 [39:47<1:36:43,  2.82s/it]
Batches:  29%|██▉       | 738/2531 [40:57<49:08,  1.64s/it]
Batches:  31%|███       | 777/2531 [41:29<42:06,  1.44s/it]
Batches:  29%|██▉       | 738/2531 [40:24<46:07,  1.54s/it]
Batches:  29%|██▉       | 739/2531 [40:58<49:21,  1.65s/it]
Batches:  31%|███       | 778/2531 [41:31<43:06,  1.48s/it]
Batches:  19%|█▊        | 474/2531 [39:50<1:36:31,  2.82s/it]
Batches:  29%|██▉       | 739/2531 [40:26<44:29,  1.49s/it]
Batches:  29%|██▉       | 740/2531 [41:00<48:51,  1.64s/it]
Batches:  31%|███       | 779/2531 [41:32<43:47,  1.50s/it]
Batches:  29%|██▉       | 740/2531 [40:27<45:39,  1.53s/it]
Batches:  19%|█▉        | 475/2531 [39:52<1:35:24,  2.78s/it]
Batches:  31%|███       | 780/2531 [41:34<42:54,  1.47s/it]
Batches:  29%|██▉       | 741/2531 [41:02<48:49,  1.64s/it]
Batches:  29%|██▉       | 741/2531 [40:29<46:28,  1.56s/it]
Batches:  31%|███       | 781/2531 [41:35<43:19,  1.49s/it]
Batches:  29%|██▉       | 742/2531 [41:03<48:26,  1.62s/it]
Batches:  29%|██▉       | 742/2531 [40:30<47:14,  1.58s/it]
Batches:  19%|█▉        | 476/2531 [39:55<1:34:33,  2.76s/it]
Batches:  31%|███       | 782/2531 [41:36<42:51,  1.47s/it]
Batches:  29%|██▉       | 743/2531 [41:05<48:11,  1.62s/it]
Batches:  29%|██▉       | 743/2531 [40:32<47:12,  1.58s/it]
Batches:  31%|███       | 783/2531 [41:38<43:35,  1.50s/it]
Batches:  29%|██▉       | 744/2531 [41:06<47:58,  1.61s/it]
Batches:  19%|█▉        | 477/2531 [39:58<1:32:28,  2.70s/it]
Batches:  29%|██▉       | 744/2531 [40:34<47:10,  1.58s/it]
Batches:  31%|███       | 784/2531 [41:39<42:44,  1.47s/it]
Batches:  29%|██▉       | 745/2531 [41:08<47:49,  1.61s/it]
Batches:  29%|██▉       | 745/2531 [40:35<47:09,  1.58s/it]
Batches:  31%|███       | 785/2531 [41:41<43:29,  1.49s/it]
Batches:  19%|█▉        | 478/2531 [40:00<1:31:01,  2.66s/it]
Batches:  29%|██▉       | 746/2531 [41:10<47:43,  1.60s/it]
Batches:  29%|██▉       | 746/2531 [40:37<46:55,  1.58s/it]
Batches:  31%|███       | 786/2531 [41:43<43:36,  1.50s/it]
Batches:  30%|██▉       | 747/2531 [41:11<47:02,  1.58s/it]
Batches:  30%|██▉       | 747/2531 [40:38<46:57,  1.58s/it]
Batches:  19%|█▉        | 479/2531 [40:03<1:31:49,  2.68s/it]
Batches:  31%|███       | 787/2531 [41:44<43:01,  1.48s/it]
Batches:  30%|██▉       | 748/2531 [41:13<47:07,  1.59s/it]
Batches:  30%|██▉       | 748/2531 [40:40<46:40,  1.57s/it]
Batches:  31%|███       | 788/2531 [41:45<43:23,  1.49s/it]
Batches:  30%|██▉       | 749/2531 [41:14<46:59,  1.58s/it]
Batches:  19%|█▉        | 480/2531 [40:05<1:30:32,  2.65s/it]
Batches:  30%|██▉       | 749/2531 [40:41<45:43,  1.54s/it]
Batches:  31%|███       | 789/2531 [41:47<43:31,  1.50s/it]
Batches:  30%|██▉       | 750/2531 [41:16<46:34,  1.57s/it]
Batches:  30%|██▉       | 750/2531 [40:43<45:34,  1.54s/it]
Batches:  31%|███       | 790/2531 [41:48<43:11,  1.49s/it]
Batches:  19%|█▉        | 481/2531 [40:08<1:31:28,  2.68s/it]
Batches:  30%|██▉       | 751/2531 [41:17<46:16,  1.56s/it]
Batches:  30%|██▉       | 751/2531 [40:44<45:29,  1.53s/it]
Batches:  31%|███▏      | 791/2531 [41:50<43:21,  1.49s/it]
Batches:  30%|██▉       | 752/2531 [41:19<46:03,  1.55s/it]
Batches:  30%|██▉       | 752/2531 [40:46<43:58,  1.48s/it]
Batches:  31%|███▏      | 792/2531 [41:51<43:29,  1.50s/it]
Batches:  19%|█▉        | 482/2531 [40:11<1:31:59,  2.69s/it]
Batches:  30%|██▉       | 753/2531 [40:47<41:13,  1.39s/it]
Batches:  30%|██▉       | 753/2531 [41:21<45:53,  1.55s/it]
Batches:  31%|███▏      | 793/2531 [41:53<43:33,  1.50s/it]
Batches:  30%|██▉       | 754/2531 [40:48<40:02,  1.35s/it]
Batches:  30%|██▉       | 754/2531 [41:22<45:48,  1.55s/it]
Batches:  31%|███▏      | 794/2531 [41:55<43:41,  1.51s/it]
Batches:  19%|█▉        | 483/2531 [40:13<1:30:32,  2.65s/it]
Batches:  30%|██▉       | 755/2531 [40:50<39:57,  1.35s/it]
Batches:  30%|██▉       | 755/2531 [41:23<43:59,  1.49s/it]
Batches:  31%|███▏      | 795/2531 [41:56<41:25,  1.43s/it]
Batches:  30%|██▉       | 756/2531 [40:51<39:11,  1.32s/it]
Batches:  30%|██▉       | 756/2531 [41:25<44:26,  1.50s/it]
Batches:  31%|███▏      | 796/2531 [41:57<41:40,  1.44s/it]
Batches:  19%|█▉        | 484/2531 [40:16<1:33:16,  2.73s/it]
Batches:  30%|██▉       | 757/2531 [40:52<41:08,  1.39s/it]
Batches:  30%|██▉       | 757/2531 [41:26<44:43,  1.51s/it]
Batches:  31%|███▏      | 797/2531 [41:58<39:58,  1.38s/it]
Batches:  30%|██▉       | 758/2531 [40:54<42:17,  1.43s/it]
Batches:  30%|██▉       | 758/2531 [41:28<42:08,  1.43s/it]
Batches:  32%|███▏      | 798/2531 [42:00<39:46,  1.38s/it]
Batches:  19%|█▉        | 485/2531 [40:19<1:33:18,  2.74s/it]
Batches:  30%|██▉       | 759/2531 [40:55<43:07,  1.46s/it]
Batches:  30%|██▉       | 759/2531 [41:29<42:14,  1.43s/it]
Batches:  32%|███▏      | 799/2531 [42:01<39:27,  1.37s/it]
Batches:  30%|███       | 760/2531 [40:57<43:21,  1.47s/it]
Batches:  32%|███▏      | 800/2531 [42:03<39:12,  1.36s/it]
Batches:  30%|███       | 760/2531 [41:31<43:39,  1.48s/it]
Batches:  19%|█▉        | 486/2531 [40:22<1:34:40,  2.78s/it]
Batches:  30%|███       | 761/2531 [40:58<44:03,  1.49s/it]
Batches:  32%|███▏      | 801/2531 [42:04<40:48,  1.42s/it]
Batches:  30%|███       | 761/2531 [41:32<44:09,  1.50s/it]
Batches:  30%|███       | 762/2531 [41:00<43:26,  1.47s/it]
Batches:  32%|███▏      | 802/2531 [42:06<41:55,  1.45s/it]
Batches:  30%|███       | 762/2531 [41:34<44:48,  1.52s/it]
Batches:  19%|█▉        | 487/2531 [40:25<1:34:15,  2.77s/it]
Batches:  30%|███       | 763/2531 [41:01<41:31,  1.41s/it]
Batches:  32%|███▏      | 803/2531 [42:07<41:43,  1.45s/it]
Batches:  30%|███       | 763/2531 [41:35<43:15,  1.47s/it]
Batches:  30%|███       | 764/2531 [41:03<42:11,  1.43s/it]
Batches:  32%|███▏      | 804/2531 [42:09<41:48,  1.45s/it]
Batches:  30%|███       | 764/2531 [41:37<43:18,  1.47s/it]
Batches:  19%|█▉        | 488/2531 [40:27<1:33:57,  2.76s/it]
Batches:  30%|███       | 765/2531 [41:04<42:52,  1.46s/it]
Batches:  32%|███▏      | 805/2531 [42:10<40:06,  1.39s/it]
Batches:  30%|███       | 765/2531 [41:38<43:51,  1.49s/it]
Batches:  30%|███       | 766/2531 [41:06<44:19,  1.51s/it]
Batches:  32%|███▏      | 806/2531 [42:11<38:49,  1.35s/it]
Batches:  19%|█▉        | 489/2531 [40:30<1:31:35,  2.69s/it]
Batches:  30%|███       | 766/2531 [41:40<44:08,  1.50s/it]
Batches:  30%|███       | 767/2531 [41:07<43:54,  1.49s/it]
Batches:  32%|███▏      | 807/2531 [42:12<39:29,  1.37s/it]
Batches:  30%|███       | 767/2531 [41:41<44:39,  1.52s/it]
Batches:  19%|█▉        | 490/2531 [40:32<1:29:32,  2.63s/it]
Batches:  32%|███▏      | 808/2531 [42:14<39:23,  1.37s/it]
Batches:  30%|███       | 768/2531 [41:09<44:05,  1.50s/it]
Batches:  30%|███       | 768/2531 [41:43<44:42,  1.52s/it]
Batches:  32%|███▏      | 809/2531 [42:15<40:57,  1.43s/it]
Batches:  30%|███       | 769/2531 [41:10<45:39,  1.55s/it]
Batches:  30%|███       | 769/2531 [41:44<42:23,  1.44s/it]
Batches:  19%|█▉        | 491/2531 [40:35<1:30:36,  2.66s/it]
Batches:  32%|███▏      | 810/2531 [42:17<40:22,  1.41s/it]
Batches:  30%|███       | 770/2531 [41:12<45:16,  1.54s/it]
Batches:  30%|███       | 770/2531 [41:46<43:05,  1.47s/it]
Batches:  32%|███▏      | 811/2531 [42:18<39:45,  1.39s/it]
Batches:  30%|███       | 771/2531 [41:14<47:01,  1.60s/it]
Batches:  30%|███       | 771/2531 [41:47<43:35,  1.49s/it]
Batches:  19%|█▉        | 492/2531 [40:38<1:31:12,  2.68s/it]
Batches:  32%|███▏      | 812/2531 [42:20<42:34,  1.49s/it]
Batches:  31%|███       | 772/2531 [41:15<45:13,  1.54s/it]
Batches:  31%|███       | 772/2531 [41:49<42:55,  1.46s/it]
Batches:  32%|███▏      | 813/2531 [42:21<43:22,  1.51s/it]
Batches:  31%|███       | 773/2531 [41:17<43:59,  1.50s/it]
Batches:  19%|█▉        | 493/2531 [40:41<1:32:03,  2.71s/it]
Batches:  31%|███       | 773/2531 [41:50<44:11,  1.51s/it]
Batches:  32%|███▏      | 814/2531 [42:23<45:17,  1.58s/it]
Batches:  31%|███       | 774/2531 [41:18<44:28,  1.52s/it]
Batches:  31%|███       | 774/2531 [41:52<44:19,  1.51s/it]
Batches:  32%|███▏      | 815/2531 [42:25<43:42,  1.53s/it]
Batches:  20%|█▉        | 494/2531 [40:43<1:32:11,  2.72s/it]
Batches:  31%|███       | 775/2531 [41:19<43:17,  1.48s/it]
Batches:  31%|███       | 775/2531 [41:53<45:09,  1.54s/it]
Batches:  31%|███       | 776/2531 [41:21<43:33,  1.49s/it]
Batches:  32%|███▏      | 816/2531 [42:26<44:46,  1.57s/it]
Batches:  31%|███       | 776/2531 [41:55<43:22,  1.48s/it]
Batches:  20%|█▉        | 495/2531 [40:46<1:32:39,  2.73s/it]
Batches:  32%|███▏      | 817/2531 [42:28<44:21,  1.55s/it]
Batches:  31%|███       | 777/2531 [41:23<44:28,  1.52s/it]
Batches:  31%|███       | 777/2531 [41:56<44:28,  1.52s/it]
Batches:  31%|███       | 778/2531 [41:24<43:58,  1.51s/it]
Batches:  32%|███▏      | 818/2531 [42:29<44:42,  1.57s/it]
Batches:  31%|███       | 778/2531 [41:58<44:04,  1.51s/it]
Batches:  20%|█▉        | 496/2531 [40:49<1:33:06,  2.75s/it]
Batches:  31%|███       | 779/2531 [41:25<42:26,  1.45s/it]
Batches:  32%|███▏      | 819/2531 [42:31<42:44,  1.50s/it]
Batches:  31%|███       | 779/2531 [41:59<43:46,  1.50s/it]
Batches:  32%|███▏      | 820/2531 [42:32<41:22,  1.45s/it]
Batches:  31%|███       | 780/2531 [41:27<44:06,  1.51s/it]
Batches:  31%|███       | 780/2531 [42:01<43:46,  1.50s/it]
Batches:  20%|█▉        | 497/2531 [40:52<1:33:40,  2.76s/it]
Batches:  32%|███▏      | 821/2531 [42:33<40:46,  1.43s/it]
Batches:  31%|███       | 781/2531 [41:29<44:10,  1.51s/it]
Batches:  31%|███       | 781/2531 [42:02<43:00,  1.47s/it]
Batches:  32%|███▏      | 822/2531 [42:35<39:12,  1.38s/it]
Batches:  31%|███       | 782/2531 [41:30<44:18,  1.52s/it]
Batches:  31%|███       | 782/2531 [42:04<42:28,  1.46s/it]
Batches:  20%|█▉        | 498/2531 [40:55<1:33:48,  2.77s/it]
Batches:  33%|███▎      | 823/2531 [42:36<39:05,  1.37s/it]
Batches:  31%|███       | 783/2531 [41:32<43:35,  1.50s/it]
Batches:  31%|███       | 783/2531 [42:05<43:02,  1.48s/it]
Batches:  33%|███▎      | 824/2531 [42:37<39:28,  1.39s/it]
Batches:  31%|███       | 784/2531 [41:33<44:07,  1.52s/it]
Batches:  31%|███       | 784/2531 [42:07<42:46,  1.47s/it]
Batches:  20%|█▉        | 499/2531 [40:57<1:33:53,  2.77s/it]
Batches:  33%|███▎      | 825/2531 [42:39<39:45,  1.40s/it]
Batches:  31%|███       | 785/2531 [41:35<44:49,  1.54s/it]
Batches:  31%|███       | 785/2531 [42:08<43:15,  1.49s/it]
Batches:  33%|███▎      | 826/2531 [42:40<39:08,  1.38s/it]
Batches:  20%|█▉        | 500/2531 [41:00<1:33:08,  2.75s/it]
Batches:  33%|███▎      | 827/2531 [42:41<37:42,  1.33s/it]
Batches:  31%|███       | 786/2531 [41:36<44:38,  1.54s/it]
Batches:  31%|███       | 786/2531 [42:10<43:58,  1.51s/it]
Batches:  31%|███       | 787/2531 [41:38<44:01,  1.51s/it]
Batches:  33%|███▎      | 828/2531 [42:43<39:36,  1.40s/it]
Batches:  31%|███       | 787/2531 [42:11<45:54,  1.58s/it]
Batches:  20%|█▉        | 501/2531 [41:03<1:33:15,  2.76s/it]
Batches:  31%|███       | 788/2531 [41:39<43:59,  1.51s/it]
Batches:  33%|███▎      | 829/2531 [42:44<40:21,  1.42s/it]
Batches:  31%|███       | 788/2531 [42:13<44:59,  1.55s/it]
Batches:  31%|███       | 789/2531 [41:41<43:58,  1.51s/it]
Batches:  33%|███▎      | 830/2531 [42:46<41:41,  1.47s/it]
Batches:  31%|███       | 789/2531 [42:14<45:10,  1.56s/it]
Batches:  20%|█▉        | 502/2531 [41:05<1:31:10,  2.70s/it]
Batches:  31%|███       | 790/2531 [41:42<43:56,  1.51s/it]
Batches:  33%|███▎      | 831/2531 [42:47<42:00,  1.48s/it]
Batches:  31%|███       | 790/2531 [42:16<44:52,  1.55s/it]
Batches:  33%|███▎      | 832/2531 [42:49<39:22,  1.39s/it]
Batches:  31%|███▏      | 791/2531 [41:44<43:27,  1.50s/it]
Batches:  20%|█▉        | 503/2531 [41:08<1:29:42,  2.65s/it]
Batches:  31%|███▏      | 791/2531 [42:18<44:59,  1.55s/it]
Batches:  33%|███▎      | 833/2531 [42:50<38:55,  1.38s/it]
Batches:  31%|███▏      | 792/2531 [41:45<43:33,  1.50s/it]
Batches:  31%|███▏      | 792/2531 [42:19<44:45,  1.54s/it]
Batches:  33%|███▎      | 834/2531 [42:51<38:35,  1.36s/it]
Batches:  20%|█▉        | 504/2531 [41:10<1:28:15,  2.61s/it]
Batches:  31%|███▏      | 793/2531 [41:47<43:37,  1.51s/it]
Batches:  31%|███▏      | 793/2531 [42:21<44:35,  1.54s/it]
Batches:  33%|███▎      | 835/2531 [42:53<38:52,  1.38s/it]
Batches:  31%|███▏      | 794/2531 [41:48<43:39,  1.51s/it]
Batches:  31%|███▏      | 794/2531 [42:22<44:27,  1.54s/it]
Batches:  33%|███▎      | 836/2531 [42:54<38:32,  1.36s/it]
Batches:  20%|█▉        | 505/2531 [41:13<1:29:29,  2.65s/it]
Batches:  31%|███▏      | 795/2531 [41:50<43:40,  1.51s/it]
Batches:  33%|███▎      | 837/2531 [42:55<38:19,  1.36s/it]
Batches:  31%|███▏      | 795/2531 [42:24<44:22,  1.53s/it]
Batches:  31%|███▏      | 796/2531 [41:51<40:47,  1.41s/it]
Batches:  33%|███▎      | 838/2531 [42:57<38:30,  1.36s/it]
Batches:  20%|█▉        | 506/2531 [41:16<1:27:48,  2.60s/it]
Batches:  31%|███▏      | 796/2531 [42:25<44:04,  1.52s/it]
Batches:  31%|███▏      | 797/2531 [41:52<40:11,  1.39s/it]
Batches:  33%|███▎      | 839/2531 [42:58<36:46,  1.30s/it]
Batches:  31%|███▏      | 797/2531 [42:26<42:34,  1.47s/it]
Batches:  32%|███▏      | 798/2531 [41:54<39:45,  1.38s/it]
Batches:  20%|██        | 507/2531 [41:18<1:24:54,  2.52s/it]
Batches:  33%|███▎      | 840/2531 [42:59<37:24,  1.33s/it]
Batches:  32%|███▏      | 798/2531 [42:28<41:31,  1.44s/it]
Batches:  32%|███▏      | 799/2531 [41:55<40:09,  1.39s/it]
Batches:  33%|███▎      | 841/2531 [43:01<37:23,  1.33s/it]
Batches:  32%|███▏      | 799/2531 [42:29<40:46,  1.41s/it]
Batches:  32%|███▏      | 800/2531 [41:56<39:36,  1.37s/it]
Batches:  20%|██        | 508/2531 [41:21<1:27:45,  2.60s/it]
Batches:  33%|███▎      | 842/2531 [43:02<37:49,  1.34s/it]
Batches:  32%|███▏      | 800/2531 [42:31<40:14,  1.40s/it]
Batches:  32%|███▏      | 801/2531 [41:58<39:20,  1.36s/it]
Batches:  33%|███▎      | 843/2531 [43:04<38:47,  1.38s/it]
Batches:  32%|███▏      | 801/2531 [42:32<38:45,  1.34s/it]
Batches:  32%|███▏      | 802/2531 [41:59<38:24,  1.33s/it]
Batches:  20%|██        | 509/2531 [41:23<1:25:57,  2.55s/it]
Batches:  33%|███▎      | 844/2531 [43:05<37:00,  1.32s/it]
Batches:  32%|███▏      | 802/2531 [42:33<37:42,  1.31s/it]
Batches:  32%|███▏      | 803/2531 [42:00<37:40,  1.31s/it]
Batches:  33%|███▎      | 845/2531 [43:06<37:23,  1.33s/it]
Batches:  32%|███▏      | 803/2531 [42:34<39:10,  1.36s/it]
Batches:  20%|██        | 510/2531 [41:26<1:24:59,  2.52s/it]
Batches:  32%|███▏      | 804/2531 [42:02<39:44,  1.38s/it]
Batches:  33%|███▎      | 846/2531 [43:07<37:20,  1.33s/it]
Batches:  32%|███▏      | 804/2531 [42:36<40:09,  1.40s/it]
Batches:  32%|███▏      | 805/2531 [42:03<38:35,  1.34s/it]
Batches:  33%|███▎      | 847/2531 [43:09<37:45,  1.35s/it]
Batches:  32%|███▏      | 805/2531 [42:37<38:58,  1.35s/it]
Batches:  20%|██        | 511/2531 [41:28<1:27:25,  2.60s/it]
Batches:  32%|███▏      | 806/2531 [42:05<41:18,  1.44s/it]
Batches:  34%|███▎      | 848/2531 [43:10<38:01,  1.36s/it]
Batches:  32%|███▏      | 806/2531 [42:39<39:41,  1.38s/it]
Batches:  32%|███▏      | 807/2531 [42:06<38:51,  1.35s/it]
Batches:  34%|███▎      | 849/2531 [43:12<38:13,  1.36s/it]
Batches:  32%|███▏      | 807/2531 [42:40<38:40,  1.35s/it]
Batches:  20%|██        | 512/2531 [41:31<1:26:37,  2.57s/it]
Batches:  32%|███▏      | 808/2531 [42:07<39:59,  1.39s/it]
Batches:  34%|███▎      | 850/2531 [43:13<36:35,  1.31s/it]
Batches:  32%|███▏      | 808/2531 [42:41<39:58,  1.39s/it]
Batches:  34%|███▎      | 851/2531 [43:14<35:00,  1.25s/it]
Batches:  32%|███▏      | 809/2531 [42:09<40:20,  1.41s/it]
Batches:  32%|███▏      | 809/2531 [42:43<39:59,  1.39s/it]
Batches:  20%|██        | 513/2531 [41:34<1:28:31,  2.63s/it]
Batches:  34%|███▎      | 852/2531 [43:15<36:13,  1.29s/it]
Batches:  32%|███▏      | 810/2531 [42:10<40:30,  1.41s/it]
Batches:  32%|███▏      | 810/2531 [42:44<41:50,  1.46s/it]
Batches:  34%|███▎      | 853/2531 [43:17<37:23,  1.34s/it]
Batches:  32%|███▏      | 811/2531 [42:12<43:39,  1.52s/it]
Batches:  32%|███▏      | 811/2531 [42:46<40:07,  1.40s/it]
Batches:  20%|██        | 514/2531 [41:36<1:29:12,  2.65s/it]
Batches:  34%|███▎      | 854/2531 [43:18<37:53,  1.36s/it]
Batches:  32%|███▏      | 812/2531 [42:13<43:37,  1.52s/it]
Batches:  32%|███▏      | 812/2531 [42:47<40:46,  1.42s/it]
Batches:  34%|███▍      | 855/2531 [43:19<38:14,  1.37s/it]
Batches:  32%|███▏      | 813/2531 [42:15<41:21,  1.44s/it]
Batches:  20%|██        | 515/2531 [41:39<1:27:53,  2.62s/it]
Batches:  32%|███▏      | 813/2531 [42:49<42:34,  1.49s/it]
Batches:  34%|███▍      | 856/2531 [43:21<38:28,  1.38s/it]
Batches:  32%|███▏      | 814/2531 [42:16<41:11,  1.44s/it]
Batches:  32%|███▏      | 814/2531 [42:50<41:23,  1.45s/it]
Batches:  34%|███▍      | 857/2531 [43:22<39:09,  1.40s/it]
Batches:  20%|██        | 516/2531 [41:42<1:26:50,  2.59s/it]
Batches:  32%|███▏      | 815/2531 [42:18<42:05,  1.47s/it]
Batches:  32%|███▏      | 815/2531 [42:52<41:04,  1.44s/it]
Batches:  34%|███▍      | 858/2531 [43:24<39:05,  1.40s/it]
Batches:  32%|███▏      | 816/2531 [42:19<42:44,  1.50s/it]
Batches:  32%|███▏      | 816/2531 [42:53<39:35,  1.39s/it]
Batches:  34%|███▍      | 859/2531 [43:25<39:04,  1.40s/it]
Batches:  20%|██        | 517/2531 [41:44<1:26:28,  2.58s/it]
Batches:  32%|███▏      | 817/2531 [42:20<40:17,  1.41s/it]
Batches:  32%|███▏      | 817/2531 [42:54<41:10,  1.44s/it]
Batches:  34%|███▍      | 860/2531 [43:26<38:25,  1.38s/it]
Batches:  32%|███▏      | 818/2531 [42:22<39:22,  1.38s/it]
Batches:  34%|███▍      | 861/2531 [43:28<38:15,  1.37s/it]
Batches:  32%|███▏      | 818/2531 [42:56<41:52,  1.47s/it]
Batches:  20%|██        | 518/2531 [41:47<1:28:05,  2.63s/it]
Batches:  32%|███▏      | 819/2531 [42:23<40:16,  1.41s/it]
Batches:  32%|███▏      | 819/2531 [42:57<38:56,  1.36s/it]
Batches:  34%|███▍      | 862/2531 [43:29<39:01,  1.40s/it]
Batches:  32%|███▏      | 820/2531 [42:25<38:52,  1.36s/it]
Batches:  32%|███▏      | 820/2531 [42:58<39:05,  1.37s/it]
Batches:  21%|██        | 519/2531 [41:49<1:27:05,  2.60s/it]
Batches:  34%|███▍      | 863/2531 [43:31<39:10,  1.41s/it]
Batches:  32%|███▏      | 821/2531 [42:26<39:54,  1.40s/it]
Batches:  32%|███▏      | 821/2531 [43:00<38:39,  1.36s/it]
Batches:  34%|███▍      | 864/2531 [43:32<40:17,  1.45s/it]
Batches:  32%|███▏      | 822/2531 [42:27<40:27,  1.42s/it]
Batches:  21%|██        | 520/2531 [41:52<1:24:43,  2.53s/it]
Batches:  32%|███▏      | 822/2531 [43:01<37:50,  1.33s/it]
Batches:  34%|███▍      | 865/2531 [43:33<37:28,  1.35s/it]
Batches:  33%|███▎      | 823/2531 [42:29<39:46,  1.40s/it]
Batches:  33%|███▎      | 823/2531 [43:02<37:55,  1.33s/it]
Batches:  34%|███▍      | 866/2531 [43:35<37:43,  1.36s/it]
Batches:  21%|██        | 521/2531 [41:54<1:24:18,  2.52s/it]
Batches:  33%|███▎      | 824/2531 [42:30<39:17,  1.38s/it]
Batches:  33%|███▎      | 824/2531 [43:04<37:47,  1.33s/it]
Batches:  34%|███▍      | 867/2531 [43:36<37:15,  1.34s/it]
Batches:  33%|███▎      | 825/2531 [42:31<38:10,  1.34s/it]
Batches:  33%|███▎      | 825/2531 [43:05<37:13,  1.31s/it]
Batches:  34%|███▍      | 868/2531 [43:37<38:13,  1.38s/it]
Batches:  33%|███▎      | 826/2531 [42:33<37:24,  1.32s/it]
Batches:  21%|██        | 522/2531 [41:57<1:24:44,  2.53s/it]
Batches:  33%|███▎      | 826/2531 [43:06<38:24,  1.35s/it]
Batches:  34%|███▍      | 869/2531 [43:39<37:52,  1.37s/it]
Batches:  33%|███▎      | 827/2531 [42:34<40:12,  1.42s/it]
Batches:  33%|███▎      | 827/2531 [43:08<38:36,  1.36s/it]
Batches:  34%|███▍      | 870/2531 [43:40<37:33,  1.36s/it]
Batches:  21%|██        | 523/2531 [41:59<1:26:27,  2.58s/it]
Batches:  33%|███▎      | 828/2531 [43:09<37:05,  1.31s/it]
Batches:  33%|███▎      | 828/2531 [42:36<41:35,  1.47s/it]
Batches:  34%|███▍      | 871/2531 [43:41<37:06,  1.34s/it]
Batches:  33%|███▎      | 829/2531 [43:10<38:41,  1.36s/it]
Batches:  33%|███▎      | 829/2531 [42:37<40:43,  1.44s/it]
Batches:  34%|███▍      | 872/2531 [43:43<37:04,  1.34s/it]
Batches:  21%|██        | 524/2531 [42:02<1:27:40,  2.62s/it]
Batches:  33%|███▎      | 830/2531 [42:38<38:31,  1.36s/it]
Batches:  33%|███▎      | 830/2531 [43:12<38:48,  1.37s/it]
Batches:  34%|███▍      | 873/2531 [43:44<37:14,  1.35s/it]
Batches:  33%|███▎      | 831/2531 [42:40<37:15,  1.31s/it]
Batches:  33%|███▎      | 831/2531 [43:13<37:15,  1.32s/it]
Batches:  35%|███▍      | 874/2531 [43:46<37:08,  1.34s/it]
Batches:  21%|██        | 525/2531 [42:05<1:26:58,  2.60s/it]
Batches:  33%|███▎      | 832/2531 [42:41<35:51,  1.27s/it]
Batches:  33%|███▎      | 832/2531 [43:14<35:56,  1.27s/it]
Batches:  35%|███▍      | 875/2531 [43:47<37:03,  1.34s/it]
Batches:  33%|███▎      | 833/2531 [43:15<35:49,  1.27s/it]
Batches:  33%|███▎      | 833/2531 [42:42<37:10,  1.31s/it]
Batches:  35%|███▍      | 876/2531 [43:48<36:21,  1.32s/it]
Batches:  21%|██        | 526/2531 [42:07<1:27:59,  2.63s/it]
Batches:  33%|███▎      | 834/2531 [43:17<35:25,  1.25s/it]
Batches:  33%|███▎      | 834/2531 [42:43<36:41,  1.30s/it]
Batches:  35%|███▍      | 877/2531 [43:49<35:27,  1.29s/it]
Batches:  33%|███▎      | 835/2531 [43:18<34:44,  1.23s/it]
Batches:  33%|███▎      | 835/2531 [42:45<37:34,  1.33s/it]
Batches:  35%|███▍      | 878/2531 [43:51<37:06,  1.35s/it]
Batches:  33%|███▎      | 836/2531 [43:19<35:58,  1.27s/it]
Batches:  21%|██        | 527/2531 [42:10<1:28:45,  2.66s/it]
Batches:  33%|███▎      | 836/2531 [42:46<39:24,  1.40s/it]
Batches:  35%|███▍      | 879/2531 [43:52<37:01,  1.34s/it]
Batches:  33%|███▎      | 837/2531 [43:20<35:32,  1.26s/it]
Batches:  33%|███▎      | 837/2531 [42:48<38:16,  1.36s/it]
Batches:  35%|███▍      | 880/2531 [43:53<35:23,  1.29s/it]
Batches:  33%|███▎      | 838/2531 [43:22<36:19,  1.29s/it]
Batches:  21%|██        | 528/2531 [42:13<1:27:41,  2.63s/it]
Batches:  33%|███▎      | 838/2531 [42:49<37:26,  1.33s/it]
Batches:  35%|███▍      | 881/2531 [43:55<34:44,  1.26s/it]
Batches:  33%|███▎      | 839/2531 [43:23<35:47,  1.27s/it]
Batches:  33%|███▎      | 839/2531 [42:50<37:45,  1.34s/it]
Batches:  35%|███▍      | 882/2531 [43:56<35:20,  1.29s/it]
Batches:  33%|███▎      | 840/2531 [43:24<37:11,  1.32s/it]
Batches:  21%|██        | 529/2531 [42:15<1:29:02,  2.67s/it]
Batches:  33%|███▎      | 840/2531 [42:52<37:45,  1.34s/it]
Batches:  35%|███▍      | 883/2531 [43:57<33:54,  1.23s/it]
Batches:  33%|███▎      | 841/2531 [43:26<38:17,  1.36s/it]
Batches:  33%|███▎      | 841/2531 [42:53<37:57,  1.35s/it]
Batches:  35%|███▍      | 884/2531 [43:58<35:31,  1.29s/it]
Batches:  33%|███▎      | 842/2531 [43:27<37:31,  1.33s/it]
Batches:  21%|██        | 530/2531 [42:18<1:27:52,  2.63s/it]
Batches:  33%|███▎      | 842/2531 [42:54<38:14,  1.36s/it]
Batches:  35%|███▍      | 885/2531 [44:00<36:13,  1.32s/it]
Batches:  33%|███▎      | 843/2531 [43:29<39:43,  1.41s/it]
Batches:  33%|███▎      | 843/2531 [42:56<38:46,  1.38s/it]
Batches:  35%|███▌      | 886/2531 [44:01<37:08,  1.35s/it]
Batches:  21%|██        | 531/2531 [42:21<1:27:09,  2.61s/it]
Batches:  33%|███▎      | 844/2531 [43:30<39:33,  1.41s/it]
Batches:  33%|███▎      | 844/2531 [42:57<38:38,  1.37s/it]
Batches:  35%|███▌      | 887/2531 [44:03<37:11,  1.36s/it]
Batches:  33%|███▎      | 845/2531 [43:32<39:26,  1.40s/it]
Batches:  35%|███▌      | 888/2531 [44:04<34:40,  1.27s/it]
Batches:  33%|███▎      | 845/2531 [42:59<39:23,  1.40s/it]
Batches:  21%|██        | 532/2531 [42:23<1:26:29,  2.60s/it]
Batches:  33%|███▎      | 846/2531 [43:33<39:01,  1.39s/it]
Batches:  33%|███▎      | 846/2531 [43:00<37:16,  1.33s/it]
Batches:  35%|███▌      | 889/2531 [44:05<35:45,  1.31s/it]
Batches:  33%|███▎      | 847/2531 [43:34<38:35,  1.38s/it]
Batches:  33%|███▎      | 847/2531 [43:01<37:52,  1.35s/it]
Batches:  35%|███▌      | 890/2531 [44:06<36:12,  1.32s/it]
Batches:  21%|██        | 533/2531 [42:26<1:25:46,  2.58s/it]
Batches:  34%|███▎      | 848/2531 [43:36<38:54,  1.39s/it]
Batches:  35%|███▌      | 891/2531 [44:08<35:15,  1.29s/it]
Batches:  34%|███▎      | 848/2531 [43:03<39:00,  1.39s/it]
Batches:  34%|███▎      | 849/2531 [43:37<36:40,  1.31s/it]
Batches:  35%|███▌      | 892/2531 [44:09<36:08,  1.32s/it]
Batches:  34%|███▎      | 849/2531 [43:04<37:10,  1.33s/it]
Batches:  21%|██        | 534/2531 [42:28<1:25:32,  2.57s/it]
Batches:  34%|███▎      | 850/2531 [43:38<35:06,  1.25s/it]
Batches:  34%|███▎      | 850/2531 [43:05<36:29,  1.30s/it]
Batches:  35%|███▌      | 893/2531 [44:11<37:58,  1.39s/it]
Batches:  34%|███▎      | 851/2531 [43:39<35:38,  1.27s/it]
Batches:  35%|███▌      | 894/2531 [44:12<35:39,  1.31s/it]
Batches:  34%|███▎      | 851/2531 [43:07<37:09,  1.33s/it]
Batches:  21%|██        | 535/2531 [42:31<1:25:04,  2.56s/it]
Batches:  34%|███▎      | 852/2531 [43:41<35:29,  1.27s/it]
Batches:  35%|███▌      | 895/2531 [44:13<35:49,  1.31s/it]
Batches:  34%|███▎      | 852/2531 [43:08<38:48,  1.39s/it]
Batches:  34%|███▎      | 853/2531 [43:42<36:11,  1.29s/it]
Batches:  35%|███▌      | 896/2531 [44:14<36:42,  1.35s/it]
Batches:  21%|██        | 536/2531 [42:33<1:25:04,  2.56s/it]
Batches:  34%|███▎      | 853/2531 [43:09<38:20,  1.37s/it]
Batches:  34%|███▎      | 854/2531 [43:43<38:12,  1.37s/it]
Batches:  35%|███▌      | 897/2531 [44:16<34:51,  1.28s/it]
Batches:  34%|███▎      | 854/2531 [43:11<38:35,  1.38s/it]
Batches:  34%|███▍      | 855/2531 [43:45<38:35,  1.38s/it]
Batches:  35%|███▌      | 898/2531 [44:17<34:35,  1.27s/it]
Batches:  21%|██        | 537/2531 [42:36<1:24:40,  2.55s/it]
Batches:  34%|███▍      | 855/2531 [43:12<38:45,  1.39s/it]
Batches:  36%|███▌      | 899/2531 [44:18<34:04,  1.25s/it]
Batches:  34%|███▍      | 856/2531 [43:46<38:14,  1.37s/it]
Batches:  34%|███▍      | 856/2531 [43:14<40:59,  1.47s/it]
Batches:  34%|███▍      | 857/2531 [43:48<38:35,  1.38s/it]
Batches:  36%|███▌      | 900/2531 [44:19<35:45,  1.32s/it]
Batches:  21%|██▏       | 538/2531 [42:38<1:24:47,  2.55s/it]
Batches:  34%|███▍      | 857/2531 [43:15<39:54,  1.43s/it]
Batches:  36%|███▌      | 901/2531 [44:21<34:33,  1.27s/it]
Batches:  34%|███▍      | 858/2531 [43:49<38:19,  1.37s/it]
Batches:  34%|███▍      | 858/2531 [43:17<39:28,  1.42s/it]
Batches:  21%|██▏       | 539/2531 [42:41<1:23:17,  2.51s/it]
Batches:  36%|███▌      | 902/2531 [44:22<36:04,  1.33s/it]
Batches:  34%|███▍      | 859/2531 [43:50<38:03,  1.37s/it]
Batches:  34%|███▍      | 859/2531 [43:18<37:26,  1.34s/it]
Batches:  34%|███▍      | 860/2531 [43:52<37:09,  1.33s/it]
Batches:  36%|███▌      | 903/2531 [44:23<36:28,  1.34s/it]
Batches:  34%|███▍      | 860/2531 [43:19<38:07,  1.37s/it]
Batches:  21%|██▏       | 540/2531 [42:44<1:25:10,  2.57s/it]
Batches:  34%|███▍      | 861/2531 [43:53<37:48,  1.36s/it]
Batches:  36%|███▌      | 904/2531 [44:25<36:53,  1.36s/it]
Batches:  34%|███▍      | 861/2531 [43:21<38:04,  1.37s/it]
Batches:  36%|███▌      | 905/2531 [44:26<37:11,  1.37s/it]
Batches:  34%|███▍      | 862/2531 [43:54<38:47,  1.39s/it]
Batches:  34%|███▍      | 862/2531 [43:22<37:45,  1.36s/it]
Batches:  21%|██▏       | 541/2531 [42:46<1:25:02,  2.56s/it]
Batches:  36%|███▌      | 906/2531 [44:28<37:23,  1.38s/it]
Batches:  34%|███▍      | 863/2531 [43:56<41:04,  1.48s/it]
Batches:  34%|███▍      | 863/2531 [43:23<38:37,  1.39s/it]
Batches:  34%|███▍      | 864/2531 [43:57<38:10,  1.37s/it]
Batches:  36%|███▌      | 907/2531 [44:29<38:30,  1.42s/it]
Batches:  21%|██▏       | 542/2531 [42:49<1:24:37,  2.55s/it]
Batches:  34%|███▍      | 864/2531 [43:25<38:55,  1.40s/it]
Batches:  34%|███▍      | 865/2531 [43:58<35:37,  1.28s/it]
Batches:  36%|███▌      | 908/2531 [44:30<37:08,  1.37s/it]
Batches:  34%|███▍      | 865/2531 [43:26<39:07,  1.41s/it]
Batches:  34%|███▍      | 866/2531 [44:00<36:31,  1.32s/it]
Batches:  36%|███▌      | 909/2531 [44:32<37:02,  1.37s/it]
Batches:  21%|██▏       | 543/2531 [42:51<1:23:58,  2.53s/it]
Batches:  34%|███▍      | 866/2531 [43:28<38:27,  1.39s/it]
Batches:  34%|███▍      | 867/2531 [44:01<34:54,  1.26s/it]
Batches:  36%|███▌      | 910/2531 [44:33<36:27,  1.35s/it]
Batches:  34%|███▍      | 867/2531 [43:29<37:44,  1.36s/it]
Batches:  34%|███▍      | 868/2531 [44:02<36:01,  1.30s/it]
Batches:  36%|███▌      | 911/2531 [44:34<35:17,  1.31s/it]
Batches:  21%|██▏       | 544/2531 [42:54<1:23:34,  2.52s/it]
Batches:  34%|███▍      | 868/2531 [43:30<35:20,  1.28s/it]
Batches:  36%|███▌      | 912/2531 [44:36<34:11,  1.27s/it]
Batches:  34%|███▍      | 869/2531 [44:04<37:09,  1.34s/it]
Batches:  34%|███▍      | 869/2531 [43:31<36:34,  1.32s/it]
Batches:  34%|███▍      | 870/2531 [44:05<36:33,  1.32s/it]
Batches:  36%|███▌      | 913/2531 [44:37<35:55,  1.33s/it]
Batches:  22%|██▏       | 545/2531 [42:56<1:23:12,  2.51s/it]
Batches:  34%|███▍      | 871/2531 [44:06<34:31,  1.25s/it]
Batches:  34%|███▍      | 870/2531 [43:33<37:56,  1.37s/it]
Batches:  36%|███▌      | 914/2531 [44:38<34:55,  1.30s/it]
Batches:  34%|███▍      | 872/2531 [44:07<35:52,  1.30s/it]
Batches:  36%|███▌      | 915/2531 [44:39<33:26,  1.24s/it]
Batches:  34%|███▍      | 871/2531 [43:34<37:41,  1.36s/it]
Batches:  22%|██▏       | 546/2531 [42:58<1:21:39,  2.47s/it]
Batches:  36%|███▌      | 916/2531 [44:41<33:15,  1.24s/it]
Batches:  34%|███▍      | 872/2531 [43:35<36:53,  1.33s/it]
Batches:  34%|███▍      | 873/2531 [44:09<37:32,  1.36s/it]
Batches:  36%|███▌      | 917/2531 [44:42<36:00,  1.34s/it]
Batches:  35%|███▍      | 874/2531 [44:10<37:28,  1.36s/it]
Batches:  34%|███▍      | 873/2531 [43:37<39:04,  1.41s/it]
Batches:  22%|██▏       | 547/2531 [43:01<1:23:57,  2.54s/it]
Batches:  35%|███▍      | 874/2531 [43:38<38:08,  1.38s/it]
Batches:  36%|███▋      | 918/2531 [44:44<36:28,  1.36s/it]
Batches:  35%|███▍      | 875/2531 [44:12<38:14,  1.39s/it]
Batches:  22%|██▏       | 548/2531 [43:04<1:23:21,  2.52s/it]
Batches:  35%|███▍      | 875/2531 [43:40<37:48,  1.37s/it]
Batches:  36%|███▋      | 919/2531 [44:45<36:39,  1.36s/it]
Batches:  35%|███▍      | 876/2531 [44:13<37:58,  1.38s/it]
Batches:  35%|███▍      | 877/2531 [44:14<35:51,  1.30s/it]
Batches:  36%|███▋      | 920/2531 [44:46<36:20,  1.35s/it]
Batches:  35%|███▍      | 876/2531 [43:41<38:34,  1.40s/it]
Batches:  22%|██▏       | 549/2531 [43:06<1:23:02,  2.51s/it]
Batches:  36%|███▋      | 921/2531 [44:47<34:53,  1.30s/it]
Batches:  35%|███▍      | 878/2531 [44:16<36:28,  1.32s/it]
Batches:  35%|███▍      | 877/2531 [43:43<38:34,  1.40s/it]
Batches:  36%|███▋      | 922/2531 [44:49<35:39,  1.33s/it]
Batches:  35%|███▍      | 879/2531 [44:17<36:42,  1.33s/it]
Batches:  35%|███▍      | 878/2531 [43:44<38:05,  1.38s/it]
Batches:  22%|██▏       | 550/2531 [43:08<1:21:08,  2.46s/it]
Batches:  36%|███▋      | 923/2531 [44:50<33:56,  1.27s/it]
Batches:  35%|███▍      | 880/2531 [44:18<37:51,  1.38s/it]
Batches:  35%|███▍      | 879/2531 [43:45<37:00,  1.34s/it]
Batches:  37%|███▋      | 924/2531 [44:51<33:49,  1.26s/it]
Batches:  35%|███▍      | 881/2531 [44:20<36:55,  1.34s/it]
Batches:  35%|███▍      | 880/2531 [43:47<37:58,  1.38s/it]
Batches:  22%|██▏       | 551/2531 [43:11<1:21:23,  2.47s/it]
Batches:  37%|███▋      | 925/2531 [44:52<32:39,  1.22s/it]
Batches:  35%|███▍      | 882/2531 [44:21<36:18,  1.32s/it]
Batches:  35%|███▍      | 881/2531 [43:48<36:54,  1.34s/it]
Batches:  37%|███▋      | 926/2531 [44:54<32:57,  1.23s/it]
Batches:  35%|███▍      | 883/2531 [44:22<35:12,  1.28s/it]
Batches:  35%|███▍      | 882/2531 [43:49<36:09,  1.32s/it]
Batches:  22%|██▏       | 552/2531 [43:13<1:20:13,  2.43s/it]
Batches:  37%|███▋      | 927/2531 [44:55<32:00,  1.20s/it]
Batches:  35%|███▍      | 884/2531 [44:23<35:46,  1.30s/it]
Batches:  35%|███▍      | 883/2531 [43:50<36:03,  1.31s/it]
Batches:  37%|███▋      | 928/2531 [44:56<30:51,  1.15s/it]
Batches:  35%|███▍      | 884/2531 [43:52<34:54,  1.27s/it]
Batches:  35%|███▍      | 885/2531 [44:25<36:52,  1.34s/it]
Batches:  22%|██▏       | 553/2531 [43:16<1:21:01,  2.46s/it]
Batches:  37%|███▋      | 929/2531 [44:57<32:58,  1.24s/it]
Batches:  35%|███▍      | 885/2531 [43:53<34:06,  1.24s/it]
Batches:  35%|███▌      | 886/2531 [44:26<37:43,  1.38s/it]
Batches:  37%|███▋      | 930/2531 [44:58<32:27,  1.22s/it]
Batches:  35%|███▌      | 886/2531 [43:54<34:08,  1.25s/it]
Batches:  22%|██▏       | 554/2531 [43:18<1:20:57,  2.46s/it]
Batches:  37%|███▋      | 931/2531 [44:59<31:08,  1.17s/it]
Batches:  35%|███▌      | 887/2531 [44:28<38:33,  1.41s/it]
Batches:  37%|███▋      | 932/2531 [45:01<31:10,  1.17s/it]
Batches:  35%|███▌      | 887/2531 [43:55<35:25,  1.29s/it]
Batches:  35%|███▌      | 888/2531 [44:29<37:19,  1.36s/it]
Batches:  37%|███▋      | 933/2531 [45:02<30:13,  1.13s/it]
Batches:  35%|███▌      | 888/2531 [43:57<34:16,  1.25s/it]
Batches:  22%|██▏       | 555/2531 [43:21<1:20:32,  2.45s/it]
Batches:  35%|███▌      | 889/2531 [44:30<36:26,  1.33s/it]
Batches:  37%|███▋      | 934/2531 [45:03<30:31,  1.15s/it]
Batches:  35%|███▌      | 889/2531 [43:58<35:00,  1.28s/it]
Batches:  35%|███▌      | 890/2531 [44:32<37:18,  1.36s/it]
Batches:  37%|███▋      | 935/2531 [45:04<29:46,  1.12s/it]
Batches:  22%|██▏       | 556/2531 [43:23<1:20:42,  2.45s/it]
Batches:  35%|███▌      | 890/2531 [43:59<36:00,  1.32s/it]
Batches:  35%|███▌      | 891/2531 [44:33<35:38,  1.30s/it]
Batches:  37%|███▋      | 936/2531 [45:05<31:41,  1.19s/it]
Batches:  35%|███▌      | 891/2531 [44:00<34:19,  1.26s/it]
Batches:  35%|███▌      | 892/2531 [44:34<35:56,  1.32s/it]
Batches:  22%|██▏       | 557/2531 [43:26<1:20:26,  2.44s/it]
Batches:  35%|███▌      | 892/2531 [44:02<33:40,  1.23s/it]
Batches:  37%|███▋      | 937/2531 [45:07<35:04,  1.32s/it]
Batches:  35%|███▌      | 893/2531 [44:36<38:22,  1.41s/it]
Batches:  35%|███▌      | 893/2531 [44:03<32:42,  1.20s/it]
Batches:  37%|███▋      | 938/2531 [45:08<36:10,  1.36s/it]
Batches:  22%|██▏       | 558/2531 [43:28<1:21:05,  2.47s/it]
Batches:  35%|███▌      | 894/2531 [44:37<38:24,  1.41s/it]
Batches:  35%|███▌      | 894/2531 [44:04<33:52,  1.24s/it]
Batches:  37%|███▋      | 939/2531 [45:10<36:43,  1.38s/it]
Batches:  35%|███▌      | 895/2531 [44:05<35:10,  1.29s/it]
Batches:  35%|███▌      | 895/2531 [44:39<39:55,  1.46s/it]
Batches:  37%|███▋      | 940/2531 [45:11<35:37,  1.34s/it]
Batches:  22%|██▏       | 559/2531 [43:31<1:21:32,  2.48s/it]
Batches:  35%|███▌      | 896/2531 [44:07<34:51,  1.28s/it]
Batches:  35%|███▌      | 896/2531 [44:40<37:11,  1.36s/it]
Batches:  37%|███▋      | 941/2531 [45:12<35:44,  1.35s/it]
Batches:  35%|███▌      | 897/2531 [44:08<33:29,  1.23s/it]
Batches:  35%|███▌      | 897/2531 [44:41<37:05,  1.36s/it]
Batches:  37%|███▋      | 942/2531 [45:14<35:49,  1.35s/it]
Batches:  22%|██▏       | 560/2531 [43:33<1:21:21,  2.48s/it]
Batches:  35%|███▌      | 898/2531 [44:42<34:19,  1.26s/it]
Batches:  35%|███▌      | 898/2531 [44:09<35:04,  1.29s/it]
Batches:  37%|███▋      | 943/2531 [45:15<35:24,  1.34s/it]
Batches:  36%|███▌      | 899/2531 [44:44<34:16,  1.26s/it]
Batches:  36%|███▌      | 899/2531 [44:11<36:41,  1.35s/it]
Batches:  37%|███▋      | 944/2531 [45:16<34:22,  1.30s/it]
Batches:  22%|██▏       | 561/2531 [43:36<1:21:25,  2.48s/it]
Batches:  36%|███▌      | 900/2531 [44:45<34:56,  1.29s/it]
Batches:  36%|███▌      | 900/2531 [44:12<37:06,  1.36s/it]
Batches:  37%|███▋      | 945/2531 [45:18<36:34,  1.38s/it]
Batches:  36%|███▌      | 901/2531 [44:46<35:11,  1.30s/it]
Batches:  36%|███▌      | 901/2531 [44:13<35:07,  1.29s/it]
Batches:  37%|███▋      | 946/2531 [45:19<35:30,  1.34s/it]
Batches:  22%|██▏       | 562/2531 [43:38<1:21:16,  2.48s/it]
Batches:  36%|███▌      | 902/2531 [44:48<35:59,  1.33s/it]
Batches:  36%|███▌      | 902/2531 [44:15<36:29,  1.34s/it]
Batches:  37%|███▋      | 947/2531 [45:20<35:10,  1.33s/it]
Batches:  36%|███▌      | 903/2531 [44:49<36:06,  1.33s/it]
Batches:  36%|███▌      | 903/2531 [44:16<38:24,  1.42s/it]
Batches:  37%|███▋      | 948/2531 [45:22<34:11,  1.30s/it]
Batches:  22%|██▏       | 563/2531 [43:41<1:21:59,  2.50s/it]
Batches:  36%|███▌      | 904/2531 [44:50<35:59,  1.33s/it]
Batches:  37%|███▋      | 949/2531 [45:23<32:17,  1.22s/it]
Batches:  36%|███▌      | 904/2531 [44:18<37:42,  1.39s/it]
Batches:  36%|███▌      | 905/2531 [44:52<37:11,  1.37s/it]
Batches:  38%|███▊      | 950/2531 [45:24<32:54,  1.25s/it]
Batches:  36%|███▌      | 905/2531 [44:19<37:00,  1.37s/it]
Batches:  22%|██▏       | 564/2531 [43:43<1:21:37,  2.49s/it]
Batches:  36%|███▌      | 906/2531 [44:53<37:22,  1.38s/it]
Batches:  38%|███▊      | 951/2531 [45:25<34:33,  1.31s/it]
Batches:  36%|███▌      | 906/2531 [44:20<36:31,  1.35s/it]
Batches:  36%|███▌      | 907/2531 [44:54<35:22,  1.31s/it]
Batches:  38%|███▊      | 952/2531 [45:27<33:25,  1.27s/it]
Batches:  22%|██▏       | 565/2531 [43:45<1:20:51,  2.47s/it]
Batches:  36%|███▌      | 907/2531 [44:22<37:25,  1.38s/it]
Batches:  36%|███▌      | 908/2531 [44:56<34:41,  1.28s/it]
Batches:  38%|███▊      | 953/2531 [45:28<31:24,  1.19s/it]
Batches:  36%|███▌      | 908/2531 [44:23<36:19,  1.34s/it]
Batches:  38%|███▊      | 954/2531 [45:29<32:32,  1.24s/it]
Batches:  36%|███▌      | 909/2531 [44:57<35:37,  1.32s/it]
Batches:  22%|██▏       | 566/2531 [43:48<1:21:39,  2.49s/it]
Batches:  36%|███▌      | 909/2531 [44:24<35:37,  1.32s/it]
Batches:  38%|███▊      | 955/2531 [45:30<31:06,  1.18s/it]
Batches:  36%|███▌      | 910/2531 [44:58<35:52,  1.33s/it]
Batches:  36%|███▌      | 910/2531 [44:26<36:48,  1.36s/it]
Batches:  38%|███▊      | 956/2531 [45:31<31:16,  1.19s/it]
Batches:  36%|███▌      | 911/2531 [45:00<35:20,  1.31s/it]
Batches:  22%|██▏       | 567/2531 [43:50<1:21:22,  2.49s/it]
Batches:  36%|███▌      | 911/2531 [44:27<36:30,  1.35s/it]
Batches:  38%|███▊      | 957/2531 [45:32<30:55,  1.18s/it]
Batches:  36%|███▌      | 912/2531 [45:01<35:01,  1.30s/it]
Batches:  36%|███▌      | 912/2531 [44:28<35:21,  1.31s/it]
Batches:  38%|███▊      | 958/2531 [45:33<30:51,  1.18s/it]
Batches:  22%|██▏       | 568/2531 [43:53<1:20:45,  2.47s/it]
Batches:  36%|███▌      | 913/2531 [45:02<34:47,  1.29s/it]
Batches:  38%|███▊      | 959/2531 [45:35<30:48,  1.18s/it]
Batches:  36%|███▌      | 913/2531 [44:30<34:49,  1.29s/it]
Batches:  36%|███▌      | 914/2531 [45:04<36:16,  1.35s/it]
Batches:  38%|███▊      | 960/2531 [45:36<31:25,  1.20s/it]
Batches:  36%|███▌      | 914/2531 [44:31<36:59,  1.37s/it]
Batches:  22%|██▏       | 569/2531 [43:55<1:20:41,  2.47s/it]
Batches:  36%|███▌      | 915/2531 [45:05<35:15,  1.31s/it]
Batches:  38%|███▊      | 961/2531 [45:37<31:49,  1.22s/it]
Batches:  36%|███▌      | 915/2531 [44:33<37:41,  1.40s/it]
Batches:  36%|███▌      | 916/2531 [45:06<33:21,  1.24s/it]
Batches:  38%|███▊      | 962/2531 [45:39<33:55,  1.30s/it]
Batches:  36%|███▌      | 916/2531 [44:34<36:32,  1.36s/it]
Batches:  23%|██▎       | 570/2531 [43:58<1:20:53,  2.48s/it]
Batches:  36%|███▌      | 917/2531 [45:07<35:01,  1.30s/it]
Batches:  38%|███▊      | 963/2531 [45:40<34:58,  1.34s/it]
Batches:  36%|███▌      | 917/2531 [44:35<35:04,  1.30s/it]
Batches:  36%|███▋      | 918/2531 [45:09<34:03,  1.27s/it]
Batches:  38%|███▊      | 964/2531 [45:41<33:38,  1.29s/it]
Batches:  23%|██▎       | 571/2531 [44:00<1:20:40,  2.47s/it]
Batches:  36%|███▋      | 918/2531 [44:36<36:20,  1.35s/it]
Batches:  36%|███▋      | 919/2531 [45:10<34:05,  1.27s/it]
Batches:  38%|███▊      | 965/2531 [45:42<32:14,  1.24s/it]
Batches:  36%|███▋      | 919/2531 [44:38<36:55,  1.37s/it]
Batches:  36%|███▋      | 920/2531 [45:11<34:01,  1.27s/it]
Batches:  38%|███▊      | 966/2531 [45:44<32:24,  1.24s/it]
Batches:  23%|██▎       | 572/2531 [44:03<1:19:51,  2.45s/it]
Batches:  36%|███▋      | 921/2531 [45:12<32:55,  1.23s/it]
Batches:  36%|███▋      | 920/2531 [44:39<37:23,  1.39s/it]
Batches:  38%|███▊      | 967/2531 [45:45<31:40,  1.21s/it]
Batches:  36%|███▋      | 922/2531 [45:14<33:07,  1.24s/it]
Batches:  36%|███▋      | 921/2531 [44:40<34:41,  1.29s/it]
Batches:  38%|███▊      | 968/2531 [45:46<31:53,  1.22s/it]
Batches:  23%|██▎       | 573/2531 [44:05<1:20:03,  2.45s/it]
Batches:  36%|███▋      | 923/2531 [45:15<33:22,  1.25s/it]
Batches:  36%|███▋      | 922/2531 [44:42<34:18,  1.28s/it]
Batches:  38%|███▊      | 969/2531 [45:47<32:04,  1.23s/it]
Batches:  36%|███▋      | 923/2531 [44:43<34:07,  1.27s/it]
Batches:  37%|███▋      | 924/2531 [45:16<34:28,  1.29s/it]
Batches:  38%|███▊      | 970/2531 [45:49<32:10,  1.24s/it]
Batches:  23%|██▎       | 574/2531 [44:08<1:19:23,  2.43s/it]
Batches:  37%|███▋      | 924/2531 [44:44<34:00,  1.27s/it]
Batches:  37%|███▋      | 925/2531 [45:18<34:54,  1.30s/it]
Batches:  38%|███▊      | 971/2531 [45:50<31:38,  1.22s/it]
Batches:  37%|███▋      | 925/2531 [44:45<33:02,  1.23s/it]
Batches:  37%|███▋      | 926/2531 [45:19<33:31,  1.25s/it]
Batches:  38%|███▊      | 972/2531 [45:51<31:33,  1.21s/it]
Batches:  23%|██▎       | 575/2531 [44:10<1:19:55,  2.45s/it]
Batches:  37%|███▋      | 926/2531 [44:46<32:24,  1.21s/it]
Batches:  37%|███▋      | 927/2531 [45:20<32:46,  1.23s/it]
Batches:  38%|███▊      | 973/2531 [45:52<32:14,  1.24s/it]
Batches:  37%|███▋      | 927/2531 [44:48<32:05,  1.20s/it]
Batches:  37%|███▋      | 928/2531 [45:21<31:27,  1.18s/it]
Batches:  23%|██▎       | 576/2531 [44:13<1:20:15,  2.46s/it]
Batches:  38%|███▊      | 974/2531 [45:54<34:07,  1.31s/it]
Batches:  37%|███▋      | 929/2531 [45:22<31:05,  1.16s/it]
Batches:  37%|███▋      | 928/2531 [44:49<33:31,  1.26s/it]
Batches:  39%|███▊      | 975/2531 [45:55<34:56,  1.35s/it]
Batches:  37%|███▋      | 930/2531 [45:24<33:21,  1.25s/it]
Batches:  37%|███▋      | 929/2531 [44:50<34:23,  1.29s/it]
Batches:  23%|██▎       | 577/2531 [44:15<1:19:54,  2.45s/it]
Batches:  39%|███▊      | 976/2531 [45:56<34:35,  1.33s/it]
Batches:  37%|███▋      | 931/2531 [45:25<33:24,  1.25s/it]
Batches:  37%|███▋      | 930/2531 [44:52<36:10,  1.36s/it]
Batches:  37%|███▋      | 932/2531 [45:26<32:00,  1.20s/it]
Batches:  39%|███▊      | 977/2531 [45:58<34:35,  1.34s/it]
Batches:  37%|███▋      | 931/2531 [44:53<35:45,  1.34s/it]
Batches:  23%|██▎       | 578/2531 [44:17<1:20:00,  2.46s/it]
Batches:  39%|███▊      | 978/2531 [45:59<33:54,  1.31s/it]
Batches:  37%|███▋      | 933/2531 [45:27<34:21,  1.29s/it]
Batches:  37%|███▋      | 932/2531 [44:54<35:03,  1.32s/it]
Batches:  39%|███▊      | 979/2531 [46:00<33:28,  1.29s/it]
Batches:  37%|███▋      | 934/2531 [45:28<33:01,  1.24s/it]
Batches:  37%|███▋      | 933/2531 [44:56<34:12,  1.28s/it]
Batches:  23%|██▎       | 579/2531 [44:20<1:19:39,  2.45s/it]
Batches:  37%|███▋      | 935/2531 [45:30<31:38,  1.19s/it]
Batches:  39%|███▊      | 980/2531 [46:01<32:30,  1.26s/it]
Batches:  37%|███▋      | 934/2531 [44:57<34:19,  1.29s/it]
Batches:  37%|███▋      | 936/2531 [45:31<31:11,  1.17s/it]
Batches:  39%|███▉      | 981/2531 [46:03<32:07,  1.24s/it]
Batches:  37%|███▋      | 935/2531 [44:58<33:11,  1.25s/it]
Batches:  23%|██▎       | 580/2531 [44:22<1:19:17,  2.44s/it]
Batches:  37%|███▋      | 937/2531 [45:32<30:48,  1.16s/it]
Batches:  39%|███▉      | 982/2531 [46:04<31:07,  1.21s/it]
Batches:  37%|███▋      | 936/2531 [45:00<34:23,  1.29s/it]
Batches:  37%|███▋      | 938/2531 [45:33<30:32,  1.15s/it]
Batches:  39%|███▉      | 983/2531 [46:05<31:30,  1.22s/it]
Batches:  23%|██▎       | 581/2531 [44:25<1:19:09,  2.44s/it]
Batches:  37%|███▋      | 937/2531 [45:01<34:41,  1.31s/it]
Batches:  37%|███▋      | 939/2531 [45:34<31:21,  1.18s/it]
Batches:  39%|███▉      | 984/2531 [46:06<31:09,  1.21s/it]
Batches:  37%|███▋      | 938/2531 [45:02<34:12,  1.29s/it]
Batches:  37%|███▋      | 940/2531 [45:35<31:56,  1.20s/it]
Batches:  39%|███▉      | 985/2531 [46:07<31:09,  1.21s/it]
Batches:  37%|███▋      | 939/2531 [45:03<32:02,  1.21s/it]
Batches:  23%|██▎       | 582/2531 [44:27<1:19:40,  2.45s/it]
Batches:  37%|███▋      | 941/2531 [45:37<32:28,  1.23s/it]
Batches:  39%|███▉      | 986/2531 [46:09<32:03,  1.25s/it]
Batches:  37%|███▋      | 940/2531 [45:04<33:15,  1.25s/it]
Batches:  37%|███▋      | 942/2531 [45:38<32:49,  1.24s/it]
Batches:  39%|███▉      | 987/2531 [46:10<32:46,  1.27s/it]
Batches:  23%|██▎       | 583/2531 [44:30<1:19:01,  2.43s/it]
Batches:  37%|███▋      | 941/2531 [45:06<32:08,  1.21s/it]
Batches:  37%|███▋      | 943/2531 [45:39<31:54,  1.21s/it]
Batches:  39%|███▉      | 988/2531 [46:11<33:15,  1.29s/it]
Batches:  37%|███▋      | 942/2531 [45:07<32:24,  1.22s/it]
Batches:  37%|███▋      | 944/2531 [45:41<33:15,  1.26s/it]
Batches:  39%|███▉      | 989/2531 [46:13<32:17,  1.26s/it]
Batches:  23%|██▎       | 584/2531 [44:32<1:19:17,  2.44s/it]
Batches:  37%|███▋      | 943/2531 [45:08<34:17,  1.30s/it]
Batches:  37%|███▋      | 945/2531 [45:42<34:11,  1.29s/it]
Batches:  39%|███▉      | 990/2531 [46:14<33:05,  1.29s/it]
Batches:  37%|███▋      | 944/2531 [45:10<34:37,  1.31s/it]
Batches:  39%|███▉      | 991/2531 [46:15<33:22,  1.30s/it]
Batches:  37%|███▋      | 946/2531 [45:43<36:05,  1.37s/it]
Batches:  23%|██▎       | 585/2531 [44:34<1:18:46,  2.43s/it]
Batches:  37%|███▋      | 945/2531 [45:11<33:32,  1.27s/it]
Batches:  39%|███▉      | 992/2531 [46:17<33:03,  1.29s/it]
Batches:  37%|███▋      | 947/2531 [45:45<35:43,  1.35s/it]
Batches:  37%|███▋      | 946/2531 [45:12<32:18,  1.22s/it]
Batches:  39%|███▉      | 993/2531 [46:18<31:58,  1.25s/it]
Batches:  37%|███▋      | 948/2531 [45:46<35:01,  1.33s/it]
Batches:  23%|██▎       | 586/2531 [44:37<1:18:57,  2.44s/it]
Batches:  37%|███▋      | 947/2531 [45:13<31:56,  1.21s/it]
Batches:  39%|███▉      | 994/2531 [46:19<30:11,  1.18s/it]
Batches:  37%|███▋      | 949/2531 [45:47<33:24,  1.27s/it]
Batches:  37%|███▋      | 948/2531 [45:14<32:18,  1.22s/it]
Batches:  39%|███▉      | 995/2531 [46:20<29:40,  1.16s/it]
Batches:  38%|███▊      | 950/2531 [45:48<32:16,  1.22s/it]
Batches:  23%|██▎       | 587/2531 [44:39<1:18:28,  2.42s/it]
Batches:  37%|███▋      | 949/2531 [45:16<31:42,  1.20s/it]
Batches:  39%|███▉      | 996/2531 [46:21<29:44,  1.16s/it]
Batches:  38%|███▊      | 951/2531 [45:50<34:01,  1.29s/it]
Batches:  39%|███▉      | 997/2531 [46:22<30:22,  1.19s/it]
Batches:  38%|███▊      | 950/2531 [45:17<34:50,  1.32s/it]
Batches:  38%|███▊      | 952/2531 [45:51<32:19,  1.23s/it]
Batches:  23%|██▎       | 588/2531 [44:42<1:17:45,  2.40s/it]
Batches:  39%|███▉      | 998/2531 [46:24<30:48,  1.21s/it]
Batches:  38%|███▊      | 951/2531 [45:19<35:27,  1.35s/it]
Batches:  38%|███▊      | 953/2531 [45:52<31:01,  1.18s/it]
Batches:  39%|███▉      | 999/2531 [46:25<31:32,  1.24s/it]
Batches:  38%|███▊      | 954/2531 [45:53<31:21,  1.19s/it]
Batches:  38%|███▊      | 952/2531 [45:20<35:06,  1.33s/it]
Batches:  23%|██▎       | 589/2531 [44:44<1:17:37,  2.40s/it]
Batches:  38%|███▊      | 955/2531 [45:54<30:02,  1.14s/it]
Batches:  40%|███▉      | 1000/2531 [46:26<31:41,  1.24s/it]
Batches:  38%|███▊      | 953/2531 [45:21<34:26,  1.31s/it]
Batches:  38%|███▊      | 954/2531 [45:22<32:25,  1.23s/it]
Batches:  38%|███▊      | 956/2531 [45:55<31:24,  1.20s/it]
Batches:  40%|███▉      | 1001/2531 [46:27<32:08,  1.26s/it]
Batches:  23%|██▎       | 590/2531 [44:46<1:16:53,  2.38s/it]
Batches:  40%|███▉      | 1002/2531 [46:28<30:38,  1.20s/it]
Batches:  38%|███▊      | 955/2531 [45:23<32:59,  1.26s/it]
Batches:  38%|███▊      | 957/2531 [45:57<33:07,  1.26s/it]
Batches:  40%|███▉      | 1003/2531 [46:30<31:01,  1.22s/it]
Batches:  38%|███▊      | 956/2531 [45:25<33:22,  1.27s/it]
Batches:  23%|██▎       | 591/2531 [44:49<1:17:14,  2.39s/it]
Batches:  38%|███▊      | 958/2531 [45:58<33:50,  1.29s/it]
Batches:  40%|███▉      | 1004/2531 [46:31<31:39,  1.24s/it]
Batches:  38%|███▊      | 957/2531 [45:26<33:40,  1.28s/it]
Batches:  38%|███▊      | 959/2531 [45:59<33:40,  1.29s/it]
Batches:  40%|███▉      | 1005/2531 [46:32<31:04,  1.22s/it]
Batches:  23%|██▎       | 592/2531 [44:51<1:17:01,  2.38s/it]
Batches:  38%|███▊      | 958/2531 [45:27<33:48,  1.29s/it]
Batches:  38%|███▊      | 960/2531 [46:01<33:34,  1.28s/it]
Batches:  40%|███▉      | 1006/2531 [46:33<30:40,  1.21s/it]
Batches:  38%|███▊      | 959/2531 [45:29<33:33,  1.28s/it]
Batches:  38%|███▊      | 961/2531 [46:02<33:06,  1.27s/it]
Batches:  40%|███▉      | 1007/2531 [46:34<29:31,  1.16s/it]
Batches:  23%|██▎       | 593/2531 [44:54<1:16:26,  2.37s/it]
Batches:  38%|███▊      | 962/2531 [46:03<32:27,  1.24s/it]
Batches:  38%|███▊      | 960/2531 [45:30<34:13,  1.31s/it]
Batches:  40%|███▉      | 1008/2531 [46:35<28:47,  1.13s/it]
Batches:  38%|███▊      | 963/2531 [46:04<32:18,  1.24s/it]
Batches:  38%|███▊      | 961/2531 [45:31<32:41,  1.25s/it]
Batches:  40%|███▉      | 1009/2531 [46:37<28:36,  1.13s/it]
Batches:  23%|██▎       | 594/2531 [44:56<1:16:37,  2.37s/it]
Batches:  38%|███▊      | 962/2531 [45:32<30:25,  1.16s/it]
Batches:  38%|███▊      | 964/2531 [46:06<31:25,  1.20s/it]
Batches:  40%|███▉      | 1010/2531 [46:38<28:45,  1.13s/it]
Batches:  38%|███▊      | 963/2531 [45:33<31:09,  1.19s/it]
Batches:  38%|███▊      | 965/2531 [46:07<31:33,  1.21s/it]
Batches:  40%|███▉      | 1011/2531 [46:39<28:10,  1.11s/it]
Batches:  24%|██▎       | 595/2531 [44:58<1:15:46,  2.35s/it]
Batches:  38%|███▊      | 964/2531 [45:34<30:32,  1.17s/it]
Batches:  40%|███▉      | 1012/2531 [46:40<27:25,  1.08s/it]
Batches:  38%|███▊      | 966/2531 [46:08<32:01,  1.23s/it]
Batches:  38%|███▊      | 965/2531 [45:36<30:50,  1.18s/it]
Batches:  40%|████      | 1013/2531 [46:41<28:38,  1.13s/it]
Batches:  38%|███▊      | 967/2531 [46:09<32:15,  1.24s/it]
Batches:  24%|██▎       | 596/2531 [45:01<1:15:32,  2.34s/it]
Batches:  40%|████      | 1014/2531 [46:42<27:02,  1.07s/it]
Batches:  38%|███▊      | 966/2531 [45:37<31:48,  1.22s/it]
Batches:  38%|███▊      | 968/2531 [46:11<32:50,  1.26s/it]
Batches:  40%|████      | 1015/2531 [46:43<27:21,  1.08s/it]
Batches:  38%|███▊      | 967/2531 [45:38<32:01,  1.23s/it]
Batches:  38%|███▊      | 969/2531 [46:12<31:24,  1.21s/it]
Batches:  24%|██▎       | 597/2531 [45:03<1:14:59,  2.33s/it]
Batches:  40%|████      | 1016/2531 [46:44<28:37,  1.13s/it]
Batches:  38%|███▊      | 968/2531 [45:40<32:36,  1.25s/it]
Batches:  38%|███▊      | 970/2531 [46:13<32:28,  1.25s/it]
Batches:  40%|████      | 1017/2531 [46:45<28:43,  1.14s/it]
Batches:  38%|███▊      | 969/2531 [45:41<31:03,  1.19s/it]
Batches:  38%|███▊      | 971/2531 [46:14<30:26,  1.17s/it]
Batches:  24%|██▎       | 598/2531 [45:05<1:14:36,  2.32s/it]
Batches:  40%|████      | 1018/2531 [46:46<27:15,  1.08s/it]
Batches:  38%|███▊      | 970/2531 [45:42<29:59,  1.15s/it]
Batches:  38%|███▊      | 972/2531 [46:15<32:35,  1.25s/it]
Batches:  40%|████      | 1019/2531 [46:48<29:05,  1.15s/it]
Batches:  38%|███▊      | 971/2531 [45:43<30:08,  1.16s/it]
Batches:  24%|██▎       | 599/2531 [45:07<1:14:41,  2.32s/it]
Batches:  38%|███▊      | 973/2531 [46:17<33:17,  1.28s/it]
Batches:  40%|████      | 1020/2531 [46:49<29:45,  1.18s/it]
Batches:  38%|███▊      | 972/2531 [45:44<30:31,  1.17s/it]
Batches:  38%|███▊      | 974/2531 [46:18<32:30,  1.25s/it]
Batches:  40%|████      | 1021/2531 [46:50<31:38,  1.26s/it]
Batches:  38%|███▊      | 973/2531 [45:45<31:41,  1.22s/it]
Batches:  24%|██▎       | 600/2531 [45:10<1:15:19,  2.34s/it]
Batches:  39%|███▊      | 975/2531 [46:19<32:59,  1.27s/it]
Batches:  38%|███▊      | 974/2531 [45:47<31:37,  1.22s/it]
Batches:  40%|████      | 1022/2531 [46:52<33:20,  1.33s/it]
Batches:  39%|███▊      | 976/2531 [46:20<32:06,  1.24s/it]
Batches:  39%|███▊      | 975/2531 [45:48<30:21,  1.17s/it]
Batches:  40%|████      | 1023/2531 [46:53<32:25,  1.29s/it]
Batches:  24%|██▎       | 601/2531 [45:12<1:15:29,  2.35s/it]
Batches:  39%|███▊      | 977/2531 [46:22<31:42,  1.22s/it]
Batches:  39%|███▊      | 976/2531 [45:49<29:54,  1.15s/it]
Batches:  40%|████      | 1024/2531 [46:54<30:04,  1.20s/it]
Batches:  39%|███▊      | 978/2531 [46:23<30:29,  1.18s/it]
Batches:  39%|███▊      | 977/2531 [45:50<31:14,  1.21s/it]
Batches:  40%|████      | 1025/2531 [46:55<31:06,  1.24s/it]
Batches:  24%|██▍       | 602/2531 [45:15<1:15:13,  2.34s/it]
Batches:  39%|███▊      | 979/2531 [46:24<31:34,  1.22s/it]
Batches:  41%|████      | 1026/2531 [46:56<28:58,  1.16s/it]
Batches:  39%|███▊      | 978/2531 [45:51<32:26,  1.25s/it]
Batches:  39%|███▊      | 980/2531 [46:25<32:17,  1.25s/it]
Batches:  41%|████      | 1027/2531 [46:58<28:41,  1.14s/it]
Batches:  39%|███▊      | 979/2531 [45:53<31:39,  1.22s/it]
Batches:  24%|██▍       | 603/2531 [45:17<1:15:18,  2.34s/it]
Batches:  39%|███▉      | 981/2531 [46:27<31:36,  1.22s/it]
Batches:  41%|████      | 1028/2531 [46:58<26:56,  1.08s/it]
Batches:  39%|███▊      | 980/2531 [45:54<32:32,  1.26s/it]
Batches:  39%|███▉      | 982/2531 [46:28<29:48,  1.15s/it]
Batches:  41%|████      | 1029/2531 [47:00<28:18,  1.13s/it]
Batches:  24%|██▍       | 604/2531 [45:19<1:15:43,  2.36s/it]
Batches:  39%|███▉      | 981/2531 [45:55<33:21,  1.29s/it]
Batches:  39%|███▉      | 983/2531 [46:29<29:37,  1.15s/it]
Batches:  41%|████      | 1030/2531 [47:01<29:13,  1.17s/it]
Batches:  39%|███▉      | 984/2531 [46:30<29:24,  1.14s/it]
Batches:  39%|███▉      | 982/2531 [45:57<33:26,  1.30s/it]
Batches:  41%|████      | 1031/2531 [47:02<29:47,  1.19s/it]
Batches:  24%|██▍       | 605/2531 [45:22<1:16:14,  2.37s/it]
Batches:  39%|███▉      | 985/2531 [46:31<29:43,  1.15s/it]
Batches:  39%|███▉      | 983/2531 [45:58<33:09,  1.29s/it]
Batches:  41%|████      | 1032/2531 [47:03<29:27,  1.18s/it]
Batches:  39%|███▉      | 986/2531 [46:32<30:58,  1.20s/it]
Batches:  39%|███▉      | 984/2531 [45:59<33:30,  1.30s/it]
Batches:  41%|████      | 1033/2531 [47:05<29:23,  1.18s/it]
Batches:  24%|██▍       | 606/2531 [45:24<1:16:21,  2.38s/it]
Batches:  39%|███▉      | 987/2531 [46:34<32:07,  1.25s/it]
Batches:  39%|███▉      | 985/2531 [46:00<32:30,  1.26s/it]
Batches:  41%|████      | 1034/2531 [47:06<29:59,  1.20s/it]
Batches:  39%|███▉      | 988/2531 [46:35<31:36,  1.23s/it]
Batches:  39%|███▉      | 986/2531 [46:02<33:18,  1.29s/it]
Batches:  41%|████      | 1035/2531 [47:07<29:46,  1.19s/it]
Batches:  24%|██▍       | 607/2531 [45:26<1:15:28,  2.35s/it]
Batches:  39%|███▉      | 989/2531 [46:36<30:47,  1.20s/it]
Batches:  39%|███▉      | 987/2531 [46:03<31:57,  1.24s/it]
Batches:  41%|████      | 1036/2531 [47:08<28:42,  1.15s/it]
Batches:  39%|███▉      | 990/2531 [46:37<30:14,  1.18s/it]
Batches:  39%|███▉      | 988/2531 [46:04<31:03,  1.21s/it]
Batches:  41%|████      | 1037/2531 [47:09<29:29,  1.18s/it]
Batches:  24%|██▍       | 608/2531 [45:29<1:15:31,  2.36s/it]
Batches:  39%|███▉      | 991/2531 [46:38<29:21,  1.14s/it]
Batches:  41%|████      | 1038/2531 [47:10<27:47,  1.12s/it]
Batches:  39%|███▉      | 989/2531 [46:05<31:47,  1.24s/it]
Batches:  39%|███▉      | 992/2531 [46:39<30:16,  1.18s/it]
Batches:  41%|████      | 1039/2531 [47:11<27:25,  1.10s/it]
Batches:  39%|███▉      | 990/2531 [46:06<30:53,  1.20s/it]
Batches:  24%|██▍       | 609/2531 [45:31<1:15:27,  2.36s/it]
Batches:  39%|███▉      | 993/2531 [46:41<30:34,  1.19s/it]
Batches:  41%|████      | 1040/2531 [47:13<28:33,  1.15s/it]
Batches:  39%|███▉      | 991/2531 [46:08<30:56,  1.21s/it]
Batches:  41%|████      | 1041/2531 [47:14<28:15,  1.14s/it]
Batches:  39%|███▉      | 994/2531 [46:42<31:06,  1.21s/it]
Batches:  39%|███▉      | 992/2531 [46:09<32:09,  1.25s/it]
Batches:  24%|██▍       | 610/2531 [45:33<1:15:44,  2.37s/it]
Batches:  41%|████      | 1042/2531 [47:15<28:18,  1.14s/it]
Batches:  39%|███▉      | 995/2531 [46:43<31:08,  1.22s/it]
Batches:  39%|███▉      | 993/2531 [46:10<30:42,  1.20s/it]
Batches:  41%|████      | 1043/2531 [47:16<27:43,  1.12s/it]
Batches:  39%|███▉      | 996/2531 [46:44<32:06,  1.26s/it]
Batches:  39%|███▉      | 994/2531 [46:11<30:06,  1.18s/it]
Batches:  24%|██▍       | 611/2531 [45:36<1:15:34,  2.36s/it]
Batches:  41%|████      | 1044/2531 [47:17<28:23,  1.15s/it]
Batches:  39%|███▉      | 997/2531 [46:46<32:09,  1.26s/it]
Batches:  39%|███▉      | 995/2531 [46:13<31:17,  1.22s/it]
Batches:  41%|████▏     | 1045/2531 [47:18<28:35,  1.15s/it]
Batches:  39%|███▉      | 998/2531 [46:47<30:42,  1.20s/it]
Batches:  39%|███▉      | 996/2531 [46:14<32:10,  1.26s/it]
Batches:  24%|██▍       | 612/2531 [45:38<1:15:13,  2.35s/it]
Batches:  41%|████▏     | 1046/2531 [47:20<29:19,  1.18s/it]
Batches:  39%|███▉      | 999/2531 [46:48<30:51,  1.21s/it]
Batches:  39%|███▉      | 997/2531 [46:15<31:30,  1.23s/it]
Batches:  41%|████▏     | 1047/2531 [47:21<29:11,  1.18s/it]
Batches:  40%|███▉      | 1000/2531 [46:49<31:40,  1.24s/it]
Batches:  39%|███▉      | 998/2531 [46:16<32:14,  1.26s/it]
Batches:  24%|██▍       | 613/2531 [45:41<1:15:54,  2.37s/it]
Batches:  41%|████▏     | 1048/2531 [47:22<27:57,  1.13s/it]
Batches:  40%|███▉      | 1001/2531 [46:51<31:30,  1.24s/it]
Batches:  39%|███▉      | 999/2531 [46:18<32:44,  1.28s/it]
Batches:  41%|████▏     | 1049/2531 [47:23<28:31,  1.15s/it]
Batches:  40%|███▉      | 1002/2531 [46:52<30:11,  1.19s/it]
Batches:  40%|███▉      | 1000/2531 [46:19<31:06,  1.22s/it]
Batches:  24%|██▍       | 614/2531 [45:43<1:15:42,  2.37s/it]
Batches:  41%|████▏     | 1050/2531 [47:24<29:09,  1.18s/it]
Batches:  40%|███▉      | 1003/2531 [46:53<30:52,  1.21s/it]
Batches:  40%|███▉      | 1001/2531 [46:20<31:44,  1.24s/it]
Batches:  42%|████▏     | 1051/2531 [47:26<30:55,  1.25s/it]
Batches:  40%|███▉      | 1004/2531 [46:54<31:15,  1.23s/it]
Batches:  24%|██▍       | 615/2531 [45:45<1:14:53,  2.35s/it]
Batches:  40%|███▉      | 1002/2531 [46:21<31:10,  1.22s/it]
Batches:  42%|████▏     | 1052/2531 [47:27<29:51,  1.21s/it]
Batches:  40%|███▉      | 1005/2531 [46:55<30:55,  1.22s/it]
Batches:  40%|███▉      | 1003/2531 [46:22<30:46,  1.21s/it]
Batches:  42%|████▏     | 1053/2531 [47:28<31:23,  1.27s/it]
Batches:  40%|███▉      | 1006/2531 [46:57<31:15,  1.23s/it]
Batches:  24%|██▍       | 616/2531 [45:48<1:14:54,  2.35s/it]
Batches:  40%|███▉      | 1004/2531 [46:24<30:01,  1.18s/it]
Batches:  42%|████▏     | 1054/2531 [47:29<31:12,  1.27s/it]
Batches:  40%|███▉      | 1007/2531 [46:58<30:26,  1.20s/it]
Batches:  40%|███▉      | 1005/2531 [46:25<30:57,  1.22s/it]
Batches:  42%|████▏     | 1055/2531 [47:31<30:28,  1.24s/it]
Batches:  40%|███▉      | 1008/2531 [46:59<30:23,  1.20s/it]
Batches:  40%|███▉      | 1006/2531 [46:26<29:47,  1.17s/it]
Batches:  24%|██▍       | 617/2531 [45:50<1:15:59,  2.38s/it]
Batches:  42%|████▏     | 1056/2531 [47:32<29:11,  1.19s/it]
Batches:  40%|███▉      | 1009/2531 [47:00<29:48,  1.18s/it]
Batches:  40%|███▉      | 1007/2531 [46:27<30:05,  1.18s/it]
Batches:  42%|████▏     | 1057/2531 [47:33<28:40,  1.17s/it]
Batches:  40%|███▉      | 1010/2531 [47:01<30:08,  1.19s/it]
Batches:  40%|███▉      | 1008/2531 [46:28<29:05,  1.15s/it]
Batches:  24%|██▍       | 618/2531 [45:52<1:15:40,  2.37s/it]
Batches:  42%|████▏     | 1058/2531 [47:34<27:32,  1.12s/it]
Batches:  40%|███▉      | 1011/2531 [47:02<30:23,  1.20s/it]
Batches:  40%|███▉      | 1009/2531 [46:30<30:33,  1.20s/it]
Batches:  42%|████▏     | 1059/2531 [47:35<26:44,  1.09s/it]
Batches:  40%|███▉      | 1012/2531 [47:04<30:54,  1.22s/it]
Batches:  40%|███▉      | 1010/2531 [46:31<29:50,  1.18s/it]
Batches:  24%|██▍       | 619/2531 [45:55<1:15:03,  2.36s/it]
Batches:  42%|████▏     | 1060/2531 [47:36<26:56,  1.10s/it]
Batches:  40%|████      | 1013/2531 [47:05<29:43,  1.17s/it]
Batches:  40%|███▉      | 1011/2531 [46:32<29:21,  1.16s/it]
Batches:  42%|████▏     | 1061/2531 [47:37<26:18,  1.07s/it]
Batches:  40%|████      | 1014/2531 [47:06<28:18,  1.12s/it]
Batches:  40%|███▉      | 1012/2531 [46:33<28:41,  1.13s/it]
Batches:  42%|████▏     | 1062/2531 [47:38<26:39,  1.09s/it]
Batches:  24%|██▍       | 620/2531 [45:57<1:15:07,  2.36s/it]
Batches:  40%|████      | 1015/2531 [47:07<28:20,  1.12s/it]
Batches:  42%|████▏     | 1063/2531 [47:39<25:36,  1.05s/it]
Batches:  40%|████      | 1013/2531 [46:34<29:15,  1.16s/it]
Batches:  40%|████      | 1016/2531 [47:08<28:21,  1.12s/it]
Batches:  42%|████▏     | 1064/2531 [47:40<26:48,  1.10s/it]
Batches:  40%|████      | 1014/2531 [46:35<29:59,  1.19s/it]
Batches:  25%|██▍       | 621/2531 [46:00<1:16:00,  2.39s/it]
Batches:  40%|████      | 1017/2531 [47:09<29:28,  1.17s/it]
Batches:  42%|████▏     | 1065/2531 [47:41<27:20,  1.12s/it]
Batches:  40%|████      | 1015/2531 [46:37<30:31,  1.21s/it]
Batches:  42%|████▏     | 1066/2531 [47:42<26:18,  1.08s/it]
Batches:  40%|████      | 1018/2531 [47:11<30:14,  1.20s/it]
Batches:  40%|████      | 1016/2531 [46:38<29:23,  1.16s/it]
Batches:  25%|██▍       | 622/2531 [46:02<1:15:43,  2.38s/it]
Batches:  42%|████▏     | 1067/2531 [47:43<26:48,  1.10s/it]
Batches:  40%|████      | 1019/2531 [47:12<30:46,  1.22s/it]
Batches:  40%|████      | 1017/2531 [46:39<29:01,  1.15s/it]
Batches:  42%|████▏     | 1068/2531 [47:45<26:12,  1.07s/it]
Batches:  40%|████      | 1018/2531 [46:40<29:09,  1.16s/it]
Batches:  40%|████      | 1020/2531 [47:13<31:29,  1.25s/it]
Batches:  25%|██▍       | 623/2531 [46:04<1:15:27,  2.37s/it]
Batches:  42%|████▏     | 1069/2531 [47:46<27:29,  1.13s/it]
Batches:  40%|████      | 1019/2531 [46:41<28:04,  1.11s/it]
Batches:  40%|████      | 1021/2531 [47:14<31:33,  1.25s/it]
Batches:  42%|████▏     | 1070/2531 [47:47<26:38,  1.09s/it]
Batches:  40%|████      | 1020/2531 [46:42<28:46,  1.14s/it]
Batches:  40%|████      | 1022/2531 [47:15<29:32,  1.17s/it]
Batches:  25%|██▍       | 624/2531 [46:07<1:15:20,  2.37s/it]
Batches:  42%|████▏     | 1071/2531 [47:48<26:47,  1.10s/it]
Batches:  40%|████      | 1023/2531 [47:17<29:08,  1.16s/it]
Batches:  40%|████      | 1021/2531 [46:43<29:33,  1.17s/it]
Batches:  42%|████▏     | 1072/2531 [47:49<27:07,  1.12s/it]
Batches:  40%|████      | 1024/2531 [47:18<27:51,  1.11s/it]
Batches:  40%|████      | 1022/2531 [46:44<28:21,  1.13s/it]
Batches:  25%|██▍       | 625/2531 [46:09<1:15:14,  2.37s/it]
Batches:  42%|████▏     | 1073/2531 [47:50<27:20,  1.12s/it]
Batches:  40%|████      | 1025/2531 [47:19<27:57,  1.11s/it]
Batches:  40%|████      | 1023/2531 [46:45<28:14,  1.12s/it]
Batches:  42%|████▏     | 1074/2531 [47:51<26:53,  1.11s/it]
Batches:  40%|████      | 1024/2531 [46:46<27:07,  1.08s/it]
Batches:  41%|████      | 1026/2531 [47:20<28:30,  1.14s/it]
Batches:  42%|████▏     | 1075/2531 [47:52<26:54,  1.11s/it]
Batches:  25%|██▍       | 626/2531 [46:11<1:15:00,  2.36s/it]
Batches:  40%|████      | 1025/2531 [46:48<27:22,  1.09s/it]
Batches:  41%|████      | 1027/2531 [47:21<29:27,  1.18s/it]
Batches:  43%|████▎     | 1076/2531 [47:53<26:54,  1.11s/it]
Batches:  41%|████      | 1026/2531 [46:49<27:10,  1.08s/it]
Batches:  41%|████      | 1028/2531 [47:22<30:12,  1.21s/it]
Batches:  43%|████▎     | 1077/2531 [47:55<27:10,  1.12s/it]
Batches:  25%|██▍       | 627/2531 [46:14<1:14:30,  2.35s/it]
Batches:  41%|████      | 1027/2531 [46:50<27:22,  1.09s/it]
Batches:  41%|████      | 1029/2531 [47:24<29:09,  1.17s/it]
Batches:  43%|████▎     | 1078/2531 [47:56<27:31,  1.14s/it]
Batches:  41%|████      | 1028/2531 [46:51<26:05,  1.04s/it]
Batches:  41%|████      | 1030/2531 [47:25<28:53,  1.16s/it]
Batches:  43%|████▎     | 1079/2531 [47:57<27:47,  1.15s/it]
Batches:  25%|██▍       | 628/2531 [46:16<1:14:37,  2.35s/it]
Batches:  41%|████      | 1029/2531 [46:52<27:41,  1.11s/it]
Batches:  41%|████      | 1031/2531 [47:26<29:23,  1.18s/it]
Batches:  43%|████▎     | 1080/2531 [47:58<28:28,  1.18s/it]
Batches:  41%|████      | 1030/2531 [46:53<30:21,  1.21s/it]
Batches:  41%|████      | 1032/2531 [47:27<29:03,  1.16s/it]
Batches:  43%|████▎     | 1081/2531 [47:59<27:17,  1.13s/it]
Batches:  25%|██▍       | 629/2531 [46:18<1:13:59,  2.33s/it]
Batches:  41%|████      | 1031/2531 [46:55<30:36,  1.22s/it]
Batches:  41%|████      | 1033/2531 [47:28<29:12,  1.17s/it]
Batches:  43%|████▎     | 1082/2531 [48:00<27:09,  1.12s/it]
Batches:  41%|████      | 1032/2531 [46:56<31:22,  1.26s/it]
Batches:  41%|████      | 1034/2531 [47:29<28:51,  1.16s/it]
Batches:  43%|████▎     | 1083/2531 [48:02<27:28,  1.14s/it]
Batches:  25%|██▍       | 630/2531 [46:21<1:14:15,  2.34s/it]
Batches:  41%|████      | 1033/2531 [46:57<29:03,  1.16s/it]
Batches:  41%|████      | 1035/2531 [47:30<27:35,  1.11s/it]
Batches:  43%|████▎     | 1084/2531 [48:03<28:17,  1.17s/it]
Batches:  41%|████      | 1034/2531 [46:58<28:44,  1.15s/it]
Batches:  41%|████      | 1036/2531 [47:31<28:08,  1.13s/it]
Batches:  43%|████▎     | 1085/2531 [48:04<28:05,  1.17s/it]
Batches:  25%|██▍       | 631/2531 [46:23<1:13:17,  2.31s/it]
Batches:  41%|████      | 1035/2531 [46:59<29:29,  1.18s/it]
Batches:  41%|████      | 1037/2531 [47:33<28:33,  1.15s/it]
Batches:  43%|████▎     | 1086/2531 [48:05<27:41,  1.15s/it]
Batches:  41%|████      | 1038/2531 [47:34<28:24,  1.14s/it]
Batches:  41%|████      | 1036/2531 [47:01<30:02,  1.21s/it]
Batches:  43%|████▎     | 1087/2531 [48:06<27:27,  1.14s/it]
Batches:  25%|██▍       | 632/2531 [46:25<1:13:58,  2.34s/it]
Batches:  41%|████      | 1039/2531 [47:35<28:32,  1.15s/it]
Batches:  41%|████      | 1037/2531 [47:02<30:26,  1.22s/it]
Batches:  43%|████▎     | 1088/2531 [48:07<27:13,  1.13s/it]
Batches:  41%|████      | 1040/2531 [47:36<28:37,  1.15s/it]
Batches:  41%|████      | 1038/2531 [47:03<30:40,  1.23s/it]
Batches:  43%|████▎     | 1089/2531 [48:08<27:03,  1.13s/it]
Batches:  25%|██▌       | 633/2531 [46:28<1:13:04,  2.31s/it]
Batches:  41%|████      | 1041/2531 [47:37<28:40,  1.15s/it]
Batches:  41%|████      | 1039/2531 [47:04<30:51,  1.24s/it]
Batches:  43%|████▎     | 1090/2531 [48:10<27:12,  1.13s/it]
Batches:  41%|████      | 1042/2531 [47:38<28:06,  1.13s/it]
Batches:  43%|████▎     | 1091/2531 [48:11<26:37,  1.11s/it]
Batches:  41%|████      | 1040/2531 [47:05<30:10,  1.21s/it]
Batches:  25%|██▌       | 634/2531 [46:30<1:13:34,  2.33s/it]
Batches:  41%|████      | 1043/2531 [47:39<27:41,  1.12s/it]
Batches:  43%|████▎     | 1092/2531 [48:12<25:40,  1.07s/it]
Batches:  41%|████      | 1041/2531 [47:07<30:30,  1.23s/it]
Batches:  41%|████      | 1044/2531 [47:40<27:00,  1.09s/it]
Batches:  43%|████▎     | 1093/2531 [48:13<26:12,  1.09s/it]
Batches:  41%|████      | 1042/2531 [47:08<30:43,  1.24s/it]
Batches:  25%|██▌       | 635/2531 [46:32<1:13:24,  2.32s/it]
Batches:  41%|████▏     | 1045/2531 [47:42<27:31,  1.11s/it]
Batches:  43%|████▎     | 1094/2531 [48:14<24:38,  1.03s/it]
Batches:  41%|████      | 1043/2531 [47:09<30:13,  1.22s/it]
Batches:  43%|████▎     | 1095/2531 [48:15<24:32,  1.03s/it]
Batches:  41%|████▏     | 1046/2531 [47:43<28:42,  1.16s/it]
Batches:  43%|████▎     | 1096/2531 [48:15<23:28,  1.02it/s]
Batches:  41%|████      | 1044/2531 [47:10<29:41,  1.20s/it]
Batches:  25%|██▌       | 636/2531 [46:34<1:12:48,  2.31s/it]
Batches:  41%|████▏     | 1047/2531 [47:44<28:54,  1.17s/it]
Batches:  43%|████▎     | 1097/2531 [48:17<23:59,  1.00s/it]
Batches:  41%|████▏     | 1045/2531 [47:11<29:19,  1.18s/it]
Batches:  41%|████▏     | 1048/2531 [47:45<28:36,  1.16s/it]
Batches:  43%|████▎     | 1098/2531 [48:18<23:48,  1.00it/s]
Batches:  41%|████▏     | 1046/2531 [47:13<29:13,  1.18s/it]
Batches:  25%|██▌       | 637/2531 [46:37<1:13:13,  2.32s/it]
Batches:  41%|████▏     | 1049/2531 [47:46<28:24,  1.15s/it]
Batches:  43%|████▎     | 1099/2531 [48:19<23:39,  1.01it/s]
Batches:  41%|████▏     | 1047/2531 [47:14<28:59,  1.17s/it]
Batches:  41%|████▏     | 1050/2531 [47:47<27:11,  1.10s/it]
Batches:  43%|████▎     | 1100/2531 [48:20<24:05,  1.01s/it]
Batches:  41%|████▏     | 1048/2531 [47:15<28:35,  1.16s/it]
Batches:  42%|████▏     | 1051/2531 [47:48<26:36,  1.08s/it]
Batches:  25%|██▌       | 638/2531 [46:39<1:13:51,  2.34s/it]
Batches:  44%|████▎     | 1101/2531 [48:21<24:51,  1.04s/it]
Batches:  41%|████▏     | 1049/2531 [47:16<28:39,  1.16s/it]
Batches:  42%|████▏     | 1052/2531 [47:49<26:34,  1.08s/it]
Batches:  44%|████▎     | 1102/2531 [48:22<25:20,  1.06s/it]
Batches:  41%|████▏     | 1050/2531 [47:17<28:44,  1.16s/it]
Batches:  42%|████▏     | 1053/2531 [47:51<26:56,  1.09s/it]
Batches:  25%|██▌       | 639/2531 [46:41<1:13:07,  2.32s/it]
Batches:  44%|████▎     | 1103/2531 [48:23<25:39,  1.08s/it]
Batches:  42%|████▏     | 1054/2531 [47:52<27:38,  1.12s/it]
Batches:  42%|████▏     | 1051/2531 [47:19<29:26,  1.19s/it]
Batches:  44%|████▎     | 1104/2531 [48:24<26:34,  1.12s/it]
Batches:  42%|████▏     | 1055/2531 [47:53<27:41,  1.13s/it]
Batches:  42%|████▏     | 1052/2531 [47:20<28:53,  1.17s/it]
Batches:  25%|██▌       | 640/2531 [46:44<1:13:09,  2.32s/it]
Batches:  44%|████▎     | 1105/2531 [48:25<25:50,  1.09s/it]
Batches:  42%|████▏     | 1056/2531 [47:54<28:06,  1.14s/it]
Batches:  42%|████▏     | 1053/2531 [47:21<29:09,  1.18s/it]
Batches:  44%|████▎     | 1106/2531 [48:26<24:50,  1.05s/it]
Batches:  42%|████▏     | 1057/2531 [47:55<27:58,  1.14s/it]
Batches:  42%|████▏     | 1054/2531 [47:22<28:11,  1.15s/it]
Batches:  44%|████▎     | 1107/2531 [48:27<24:52,  1.05s/it]
Batches:  25%|██▌       | 641/2531 [46:46<1:13:08,  2.32s/it]
Batches:  42%|████▏     | 1055/2531 [47:23<26:43,  1.09s/it]
Batches:  42%|████▏     | 1058/2531 [47:56<27:56,  1.14s/it]
Batches:  44%|████▍     | 1108/2531 [48:28<25:44,  1.09s/it]
Batches:  42%|████▏     | 1059/2531 [47:57<26:34,  1.08s/it]
Batches:  42%|████▏     | 1056/2531 [47:24<27:36,  1.12s/it]
Batches:  44%|████▍     | 1109/2531 [48:29<25:14,  1.06s/it]
Batches:  25%|██▌       | 642/2531 [46:49<1:13:57,  2.35s/it]
Batches:  42%|████▏     | 1060/2531 [47:58<26:51,  1.10s/it]
Batches:  42%|████▏     | 1057/2531 [47:25<28:14,  1.15s/it]
Batches:  44%|████▍     | 1110/2531 [48:30<25:59,  1.10s/it]
Batches:  42%|████▏     | 1061/2531 [48:00<27:07,  1.11s/it]
Batches:  42%|████▏     | 1058/2531 [47:26<27:59,  1.14s/it]
Batches:  44%|████▍     | 1111/2531 [48:32<26:08,  1.10s/it]
Batches:  25%|██▌       | 643/2531 [46:51<1:13:36,  2.34s/it]
Batches:  42%|████▏     | 1062/2531 [48:01<27:13,  1.11s/it]
Batches:  44%|████▍     | 1112/2531 [48:33<25:29,  1.08s/it]
Batches:  42%|████▏     | 1059/2531 [47:28<27:50,  1.13s/it]
Batches:  44%|████▍     | 1113/2531 [48:34<24:38,  1.04s/it]
Batches:  42%|████▏     | 1063/2531 [48:02<27:19,  1.12s/it]
Batches:  42%|████▏     | 1060/2531 [47:29<29:05,  1.19s/it]
Batches:  25%|██▌       | 644/2531 [46:53<1:13:19,  2.33s/it]
Batches:  44%|████▍     | 1114/2531 [48:35<24:09,  1.02s/it]
Batches:  42%|████▏     | 1064/2531 [48:03<27:48,  1.14s/it]
Batches:  42%|████▏     | 1061/2531 [47:30<27:19,  1.12s/it]
Batches:  44%|████▍     | 1115/2531 [48:36<25:11,  1.07s/it]
Batches:  42%|████▏     | 1065/2531 [48:04<27:21,  1.12s/it]
Batches:  42%|████▏     | 1062/2531 [47:31<26:54,  1.10s/it]
Batches:  25%|██▌       | 645/2531 [46:55<1:12:53,  2.32s/it]
Batches:  44%|████▍     | 1116/2531 [48:37<24:49,  1.05s/it]
Batches:  42%|████▏     | 1066/2531 [48:05<26:58,  1.10s/it]
Batches:  42%|████▏     | 1063/2531 [47:32<28:03,  1.15s/it]
Batches:  44%|████▍     | 1117/2531 [48:38<25:28,  1.08s/it]
Batches:  42%|████▏     | 1067/2531 [48:06<27:08,  1.11s/it]
Batches:  42%|████▏     | 1064/2531 [47:33<26:20,  1.08s/it]
Batches:  26%|██▌       | 646/2531 [46:58<1:12:46,  2.32s/it]
Batches:  44%|████▍     | 1118/2531 [48:39<25:56,  1.10s/it]
Batches:  42%|████▏     | 1068/2531 [48:07<25:45,  1.06s/it]
Batches:  42%|████▏     | 1065/2531 [47:34<25:37,  1.05s/it]
Batches:  44%|████▍     | 1119/2531 [48:40<25:18,  1.08s/it]
Batches:  42%|████▏     | 1069/2531 [48:08<25:49,  1.06s/it]
Batches:  42%|████▏     | 1066/2531 [47:35<26:04,  1.07s/it]
Batches:  42%|████▏     | 1070/2531 [48:09<24:33,  1.01s/it]
Batches:  26%|██▌       | 647/2531 [47:00<1:11:52,  2.29s/it]
Batches:  44%|████▍     | 1120/2531 [48:41<27:04,  1.15s/it]
Batches:  42%|████▏     | 1067/2531 [47:36<26:40,  1.09s/it]
Batches:  42%|████▏     | 1071/2531 [48:10<25:48,  1.06s/it]
Batches:  44%|████▍     | 1121/2531 [48:42<26:27,  1.13s/it]
Batches:  42%|████▏     | 1068/2531 [47:37<26:23,  1.08s/it]
Batches:  26%|██▌       | 648/2531 [47:02<1:11:26,  2.28s/it]
Batches:  42%|████▏     | 1072/2531 [48:11<26:16,  1.08s/it]
Batches:  44%|████▍     | 1122/2531 [48:43<25:17,  1.08s/it]
Batches:  42%|████▏     | 1069/2531 [47:38<25:23,  1.04s/it]
Batches:  42%|████▏     | 1070/2531 [47:39<25:11,  1.03s/it]
Batches:  44%|████▍     | 1123/2531 [48:44<25:06,  1.07s/it]
Batches:  42%|████▏     | 1073/2531 [48:13<26:39,  1.10s/it]
Batches:  44%|████▍     | 1124/2531 [48:45<24:15,  1.03s/it]
Batches:  42%|████▏     | 1071/2531 [47:40<25:50,  1.06s/it]
Batches:  26%|██▌       | 649/2531 [47:05<1:11:49,  2.29s/it]
Batches:  42%|████▏     | 1074/2531 [48:14<27:20,  1.13s/it]
Batches:  44%|████▍     | 1125/2531 [48:47<25:13,  1.08s/it]
Batches:  42%|████▏     | 1075/2531 [48:15<27:01,  1.11s/it]
Batches:  42%|████▏     | 1072/2531 [47:42<26:55,  1.11s/it]
Batches:  44%|████▍     | 1126/2531 [48:48<24:46,  1.06s/it]
Batches:  42%|████▏     | 1073/2531 [47:43<25:51,  1.06s/it]
Batches:  43%|████▎     | 1076/2531 [48:16<26:23,  1.09s/it]
Batches:  26%|██▌       | 650/2531 [47:07<1:11:29,  2.28s/it]
Batches:  45%|████▍     | 1127/2531 [48:49<25:09,  1.07s/it]
Batches:  43%|████▎     | 1077/2531 [48:17<25:38,  1.06s/it]
Batches:  42%|████▏     | 1074/2531 [47:44<25:29,  1.05s/it]
Batches:  42%|████▏     | 1075/2531 [47:45<25:55,  1.07s/it]
Batches:  43%|████▎     | 1078/2531 [48:18<26:32,  1.10s/it]
Batches:  45%|████▍     | 1128/2531 [48:50<26:54,  1.15s/it]
Batches:  26%|██▌       | 651/2531 [47:09<1:11:52,  2.29s/it]
Batches:  45%|████▍     | 1129/2531 [48:51<25:18,  1.08s/it]
Batches:  43%|████▎     | 1076/2531 [47:46<26:57,  1.11s/it]
Batches:  43%|████▎     | 1079/2531 [48:19<27:26,  1.13s/it]
Batches:  45%|████▍     | 1130/2531 [48:52<24:26,  1.05s/it]
Batches:  43%|████▎     | 1080/2531 [48:21<28:20,  1.17s/it]
Batches:  43%|████▎     | 1077/2531 [47:47<28:55,  1.19s/it]
Batches:  26%|██▌       | 652/2531 [47:11<1:11:24,  2.28s/it]
Batches:  45%|████▍     | 1131/2531 [48:53<24:29,  1.05s/it]
Batches:  43%|████▎     | 1081/2531 [48:22<26:50,  1.11s/it]
Batches:  43%|████▎     | 1078/2531 [47:48<28:39,  1.18s/it]
Batches:  45%|████▍     | 1132/2531 [48:54<25:09,  1.08s/it]
Batches:  43%|████▎     | 1082/2531 [48:23<25:56,  1.07s/it]
Batches:  43%|████▎     | 1079/2531 [47:49<27:02,  1.12s/it]
Batches:  26%|██▌       | 653/2531 [47:14<1:10:54,  2.27s/it]
Batches:  45%|████▍     | 1133/2531 [48:55<25:38,  1.10s/it]
Batches:  43%|████▎     | 1083/2531 [48:24<25:18,  1.05s/it]
Batches:  43%|████▎     | 1080/2531 [47:51<27:15,  1.13s/it]
Batches:  45%|████▍     | 1134/2531 [48:56<25:42,  1.10s/it]
Batches:  43%|████▎     | 1084/2531 [48:25<25:30,  1.06s/it]
Batches:  26%|██▌       | 654/2531 [47:16<1:10:30,  2.25s/it]
Batches:  43%|████▎     | 1081/2531 [47:52<28:10,  1.17s/it]
Batches:  45%|████▍     | 1135/2531 [48:58<26:11,  1.13s/it]
Batches:  43%|████▎     | 1085/2531 [48:26<26:00,  1.08s/it]
Batches:  43%|████▎     | 1082/2531 [47:53<26:41,  1.11s/it]
Batches:  45%|████▍     | 1136/2531 [48:59<25:27,  1.10s/it]
Batches:  43%|████▎     | 1086/2531 [48:27<26:21,  1.09s/it]
Batches:  43%|████▎     | 1083/2531 [47:54<27:10,  1.13s/it]
Batches:  26%|██▌       | 655/2531 [47:18<1:10:35,  2.26s/it]
Batches:  45%|████▍     | 1137/2531 [49:00<24:15,  1.04s/it]
Batches:  43%|████▎     | 1087/2531 [48:28<25:26,  1.06s/it]
Batches:  43%|████▎     | 1084/2531 [47:55<25:58,  1.08s/it]
Batches:  45%|████▍     | 1138/2531 [49:01<24:02,  1.04s/it]
Batches:  43%|████▎     | 1088/2531 [48:29<25:30,  1.06s/it]
Batches:  43%|████▎     | 1085/2531 [47:56<26:29,  1.10s/it]
Batches:  26%|██▌       | 656/2531 [47:20<1:10:12,  2.25s/it]
Batches:  45%|████▌     | 1139/2531 [49:02<23:24,  1.01s/it]
Batches:  43%|████▎     | 1089/2531 [48:30<26:00,  1.08s/it]
Batches:  45%|████▌     | 1140/2531 [49:03<23:46,  1.03s/it]
Batches:  43%|████▎     | 1086/2531 [47:57<28:09,  1.17s/it]
Batches:  43%|████▎     | 1090/2531 [48:31<26:20,  1.10s/it]
Batches:  45%|████▌     | 1141/2531 [49:04<24:02,  1.04s/it]
Batches:  43%|████▎     | 1087/2531 [47:59<27:24,  1.14s/it]
Batches:  26%|██▌       | 657/2531 [47:23<1:10:54,  2.27s/it]
Batches:  43%|████▎     | 1091/2531 [48:32<26:31,  1.11s/it]
Batches:  45%|████▌     | 1142/2531 [49:05<24:33,  1.06s/it]
Batches:  43%|████▎     | 1088/2531 [48:00<27:13,  1.13s/it]
Batches:  43%|████▎     | 1092/2531 [48:33<27:05,  1.13s/it]
Batches:  43%|████▎     | 1089/2531 [48:01<25:51,  1.08s/it]
Batches:  45%|████▌     | 1143/2531 [49:06<24:53,  1.08s/it]
Batches:  26%|██▌       | 658/2531 [47:25<1:10:07,  2.25s/it]
Batches:  43%|████▎     | 1093/2531 [48:34<25:54,  1.08s/it]
Batches:  45%|████▌     | 1144/2531 [49:07<23:23,  1.01s/it]
Batches:  43%|████▎     | 1090/2531 [48:02<26:49,  1.12s/it]
Batches:  43%|████▎     | 1094/2531 [48:36<26:36,  1.11s/it]
Batches:  45%|████▌     | 1145/2531 [49:08<24:04,  1.04s/it]
Batches:  43%|████▎     | 1091/2531 [48:03<26:23,  1.10s/it]
Batches:  26%|██▌       | 659/2531 [47:27<1:10:16,  2.25s/it]
Batches:  43%|████▎     | 1095/2531 [48:37<26:20,  1.10s/it]
Batches:  45%|████▌     | 1146/2531 [49:09<24:14,  1.05s/it]
Batches:  43%|████▎     | 1092/2531 [48:04<25:45,  1.07s/it]
Batches:  43%|████▎     | 1096/2531 [48:38<26:03,  1.09s/it]
Batches:  45%|████▌     | 1147/2531 [49:10<23:30,  1.02s/it]
Batches:  43%|████▎     | 1093/2531 [48:05<26:17,  1.10s/it]
Batches:  26%|██▌       | 660/2531 [47:29<1:10:11,  2.25s/it]
Batches:  43%|████▎     | 1097/2531 [48:39<25:09,  1.05s/it]
Batches:  45%|████▌     | 1148/2531 [49:11<23:29,  1.02s/it]
Batches:  43%|████▎     | 1094/2531 [48:06<25:26,  1.06s/it]
Batches:  43%|████▎     | 1098/2531 [48:40<24:31,  1.03s/it]
Batches:  45%|████▌     | 1149/2531 [49:12<23:48,  1.03s/it]
Batches:  43%|████▎     | 1095/2531 [48:07<25:24,  1.06s/it]
Batches:  26%|██▌       | 661/2531 [47:32<1:10:16,  2.26s/it]
Batches:  43%|████▎     | 1099/2531 [48:41<25:37,  1.07s/it]
Batches:  45%|████▌     | 1150/2531 [49:13<24:21,  1.06s/it]
Batches:  43%|████▎     | 1096/2531 [48:08<25:23,  1.06s/it]
Batches:  43%|████▎     | 1100/2531 [48:42<24:17,  1.02s/it]
Batches:  45%|████▌     | 1151/2531 [49:14<23:47,  1.03s/it]
Batches:  43%|████▎     | 1097/2531 [48:09<24:39,  1.03s/it]
Batches:  44%|████▎     | 1101/2531 [48:43<23:55,  1.00s/it]
Batches:  46%|████▌     | 1152/2531 [49:15<22:33,  1.02it/s]
Batches:  26%|██▌       | 662/2531 [47:34<1:10:25,  2.26s/it]
Batches:  43%|████▎     | 1098/2531 [48:10<24:50,  1.04s/it]
Batches:  44%|████▎     | 1102/2531 [48:44<24:22,  1.02s/it]
Batches:  46%|████▌     | 1153/2531 [49:16<22:24,  1.03it/s]
Batches:  43%|████▎     | 1099/2531 [48:11<24:55,  1.04s/it]
Batches:  44%|████▎     | 1103/2531 [48:45<23:53,  1.00s/it]
Batches:  46%|████▌     | 1154/2531 [49:17<21:35,  1.06it/s]
Batches:  26%|██▌       | 663/2531 [47:36<1:10:51,  2.28s/it]
Batches:  43%|████▎     | 1100/2531 [48:12<25:56,  1.09s/it]
Batches:  44%|████▎     | 1104/2531 [48:46<24:19,  1.02s/it]
Batches:  46%|████▌     | 1155/2531 [49:18<22:27,  1.02it/s]
Batches:  44%|████▎     | 1101/2531 [48:14<26:10,  1.10s/it]
Batches:  46%|████▌     | 1156/2531 [49:19<23:22,  1.02s/it]
Batches:  44%|████▎     | 1105/2531 [48:47<26:51,  1.13s/it]
Batches:  26%|██▌       | 664/2531 [47:38<1:10:43,  2.27s/it]
Batches:  44%|████▎     | 1102/2531 [48:15<26:31,  1.11s/it]
Batches:  46%|████▌     | 1157/2531 [49:20<22:51,  1.00it/s]
Batches:  44%|████▎     | 1106/2531 [48:48<26:22,  1.11s/it]
Batches:  46%|████▌     | 1158/2531 [49:21<23:15,  1.02s/it]
Batches:  44%|████▎     | 1103/2531 [48:16<27:27,  1.15s/it]
Batches:  44%|████▎     | 1107/2531 [48:50<28:00,  1.18s/it]
Batches:  26%|██▋       | 665/2531 [47:41<1:10:26,  2.27s/it]
Batches:  46%|████▌     | 1159/2531 [49:22<23:33,  1.03s/it]
Batches:  44%|████▎     | 1104/2531 [48:17<26:45,  1.13s/it]
Batches:  44%|████▍     | 1108/2531 [48:51<28:32,  1.20s/it]
Batches:  46%|████▌     | 1160/2531 [49:23<23:11,  1.01s/it]
Batches:  44%|████▎     | 1105/2531 [48:18<26:14,  1.10s/it]
Batches:  44%|████▍     | 1109/2531 [48:52<26:20,  1.11s/it]
Batches:  46%|████▌     | 1161/2531 [49:24<22:48,  1.00it/s]
Batches:  26%|██▋       | 666/2531 [47:43<1:09:54,  2.25s/it]
Batches:  44%|████▎     | 1106/2531 [48:19<28:11,  1.19s/it]
Batches:  44%|████▍     | 1110/2531 [48:53<25:58,  1.10s/it]
Batches:  46%|████▌     | 1162/2531 [49:25<22:39,  1.01it/s]
Batches:  44%|████▎     | 1107/2531 [48:20<26:28,  1.12s/it]
Batches:  44%|████▍     | 1111/2531 [48:54<27:11,  1.15s/it]
Batches:  46%|████▌     | 1163/2531 [49:26<23:25,  1.03s/it]
Batches:  26%|██▋       | 667/2531 [47:45<1:09:59,  2.25s/it]
Batches:  44%|████▍     | 1108/2531 [48:21<26:29,  1.12s/it]
Batches:  44%|████▍     | 1112/2531 [48:55<26:36,  1.12s/it]
Batches:  46%|████▌     | 1164/2531 [49:27<24:23,  1.07s/it]
Batches:  44%|████▍     | 1109/2531 [48:23<26:03,  1.10s/it]
Batches:  46%|████▌     | 1165/2531 [49:28<23:36,  1.04s/it]
Batches:  44%|████▍     | 1113/2531 [48:56<27:00,  1.14s/it]
Batches:  26%|██▋       | 668/2531 [47:48<1:10:20,  2.27s/it]
Batches:  44%|████▍     | 1110/2531 [48:24<25:45,  1.09s/it]
Batches:  46%|████▌     | 1166/2531 [49:29<22:45,  1.00s/it]
Batches:  44%|████▍     | 1114/2531 [48:58<27:07,  1.15s/it]
Batches:  44%|████▍     | 1111/2531 [48:25<26:23,  1.12s/it]
Batches:  46%|████▌     | 1167/2531 [49:30<23:31,  1.03s/it]
Batches:  44%|████▍     | 1115/2531 [48:59<26:37,  1.13s/it]
Batches:  26%|██▋       | 669/2531 [47:50<1:09:55,  2.25s/it]
Batches:  46%|████▌     | 1168/2531 [49:31<22:18,  1.02it/s]
Batches:  44%|████▍     | 1112/2531 [48:26<26:25,  1.12s/it]
Batches:  44%|████▍     | 1116/2531 [49:00<26:37,  1.13s/it]
Batches:  46%|████▌     | 1169/2531 [49:32<22:02,  1.03it/s]
Batches:  44%|████▍     | 1113/2531 [48:27<25:41,  1.09s/it]
Batches:  44%|████▍     | 1117/2531 [49:01<25:53,  1.10s/it]
Batches:  46%|████▌     | 1170/2531 [49:33<22:04,  1.03it/s]
Batches:  44%|████▍     | 1114/2531 [48:28<24:45,  1.05s/it]
Batches:  26%|██▋       | 670/2531 [47:52<1:10:26,  2.27s/it]
Batches:  44%|████▍     | 1118/2531 [49:02<25:40,  1.09s/it]
Batches:  46%|████▋     | 1171/2531 [49:34<21:26,  1.06it/s]
Batches:  44%|████▍     | 1115/2531 [48:29<25:36,  1.08s/it]
Batches:  44%|████▍     | 1119/2531 [49:03<24:35,  1.05s/it]
Batches:  46%|████▋     | 1172/2531 [49:35<21:25,  1.06it/s]
Batches:  44%|████▍     | 1116/2531 [48:30<25:47,  1.09s/it]
Batches:  27%|██▋       | 671/2531 [47:54<1:10:09,  2.26s/it]
Batches:  46%|████▋     | 1173/2531 [49:36<21:38,  1.05it/s]
Batches:  44%|████▍     | 1120/2531 [49:04<25:08,  1.07s/it]
Batches:  44%|████▍     | 1117/2531 [48:31<25:32,  1.08s/it]
Batches:  46%|████▋     | 1174/2531 [49:37<21:47,  1.04it/s]
Batches:  44%|████▍     | 1121/2531 [49:05<25:30,  1.09s/it]
Batches:  44%|████▍     | 1118/2531 [48:32<26:25,  1.12s/it]
Batches:  46%|████▋     | 1175/2531 [49:38<21:14,  1.06it/s]
Batches:  27%|██▋       | 672/2531 [47:57<1:09:58,  2.26s/it]
Batches:  44%|████▍     | 1122/2531 [49:06<24:08,  1.03s/it]
Batches:  44%|████▍     | 1119/2531 [48:33<25:15,  1.07s/it]
Batches:  46%|████▋     | 1176/2531 [49:39<22:27,  1.01it/s]
Batches:  44%|████▍     | 1123/2531 [49:07<24:25,  1.04s/it]
Batches:  44%|████▍     | 1120/2531 [48:34<24:50,  1.06s/it]
Batches:  47%|████▋     | 1177/2531 [49:40<23:17,  1.03s/it]
Batches:  44%|████▍     | 1124/2531 [49:08<25:02,  1.07s/it]
Batches:  27%|██▋       | 673/2531 [47:59<1:10:55,  2.29s/it]
Batches:  44%|████▍     | 1121/2531 [48:36<25:13,  1.07s/it]
Batches:  47%|████▋     | 1178/2531 [49:41<22:41,  1.01s/it]
Batches:  44%|████▍     | 1125/2531 [49:09<23:45,  1.01s/it]
Batches:  44%|████▍     | 1122/2531 [48:37<25:10,  1.07s/it]
Batches:  47%|████▋     | 1179/2531 [49:42<23:04,  1.02s/it]
Batches:  44%|████▍     | 1126/2531 [49:10<23:50,  1.02s/it]
Batches:  27%|██▋       | 674/2531 [48:01<1:10:52,  2.29s/it]
Batches:  47%|████▋     | 1180/2531 [49:43<22:37,  1.00s/it]
Batches:  44%|████▍     | 1123/2531 [48:38<25:27,  1.09s/it]
Batches:  45%|████▍     | 1127/2531 [49:11<24:09,  1.03s/it]
Batches:  47%|████▋     | 1181/2531 [49:44<22:04,  1.02it/s]
Batches:  44%|████▍     | 1124/2531 [48:39<25:15,  1.08s/it]
Batches:  45%|████▍     | 1128/2531 [49:12<24:27,  1.05s/it]
Batches:  27%|██▋       | 675/2531 [48:03<1:10:06,  2.27s/it]
Batches:  47%|████▋     | 1182/2531 [49:45<22:16,  1.01it/s]
Batches:  45%|████▍     | 1129/2531 [49:13<23:48,  1.02s/it]
Batches:  44%|████▍     | 1125/2531 [48:40<26:11,  1.12s/it]
Batches:  47%|████▋     | 1183/2531 [49:46<21:48,  1.03it/s]
Batches:  45%|████▍     | 1130/2531 [49:14<24:47,  1.06s/it]
Batches:  44%|████▍     | 1126/2531 [48:41<26:09,  1.12s/it]
Batches:  47%|████▋     | 1184/2531 [49:47<21:28,  1.05it/s]
Batches:  27%|██▋       | 676/2531 [48:06<1:09:19,  2.24s/it]
Batches:  45%|████▍     | 1131/2531 [49:15<23:52,  1.02s/it]
Batches:  45%|████▍     | 1127/2531 [48:42<25:42,  1.10s/it]
Batches:  47%|████▋     | 1185/2531 [49:48<21:51,  1.03it/s]
Batches:  45%|████▍     | 1132/2531 [49:16<25:14,  1.08s/it]
Batches:  45%|████▍     | 1128/2531 [48:43<26:03,  1.11s/it]
Batches:  47%|████▋     | 1186/2531 [49:49<22:23,  1.00it/s]
Batches:  27%|██▋       | 677/2531 [48:08<1:08:45,  2.22s/it]
Batches:  45%|████▍     | 1133/2531 [49:17<23:45,  1.02s/it]
Batches:  45%|████▍     | 1129/2531 [48:44<24:58,  1.07s/it]
Batches:  47%|████▋     | 1187/2531 [49:50<21:52,  1.02it/s]
Batches:  45%|████▍     | 1134/2531 [49:18<23:07,  1.01it/s]
Batches:  45%|████▍     | 1130/2531 [48:45<24:12,  1.04s/it]
Batches:  47%|████▋     | 1188/2531 [49:51<21:29,  1.04it/s]
Batches:  45%|████▍     | 1135/2531 [49:19<22:41,  1.03it/s]
Batches:  27%|██▋       | 678/2531 [48:10<1:09:04,  2.24s/it]
Batches:  45%|████▍     | 1131/2531 [48:46<23:24,  1.00s/it]
Batches:  47%|████▋     | 1189/2531 [49:52<22:08,  1.01it/s]
Batches:  45%|████▍     | 1136/2531 [49:20<23:42,  1.02s/it]
Batches:  45%|████▍     | 1132/2531 [48:47<22:50,  1.02it/s]
Batches:  47%|████▋     | 1190/2531 [49:52<21:25,  1.04it/s]
Batches:  45%|████▍     | 1137/2531 [49:21<22:46,  1.02it/s]
Batches:  45%|████▍     | 1133/2531 [48:48<23:05,  1.01it/s]
Batches:  27%|██▋       | 679/2531 [48:12<1:08:01,  2.20s/it]
Batches:  47%|████▋     | 1191/2531 [49:54<22:26,  1.00s/it]
Batches:  45%|████▍     | 1134/2531 [48:49<23:54,  1.03s/it]
Batches:  45%|████▍     | 1138/2531 [49:23<25:05,  1.08s/it]
Batches:  47%|████▋     | 1192/2531 [49:55<22:13,  1.00it/s]
Batches:  45%|████▍     | 1135/2531 [48:50<22:42,  1.02it/s]
Batches:  45%|████▌     | 1139/2531 [49:23<24:11,  1.04s/it]
Batches:  27%|██▋       | 680/2531 [48:14<1:08:11,  2.21s/it]
Batches:  47%|████▋     | 1193/2531 [49:56<21:59,  1.01it/s]
Batches:  45%|████▍     | 1136/2531 [48:51<22:58,  1.01it/s]
Batches:  47%|████▋     | 1194/2531 [49:56<21:14,  1.05it/s]
Batches:  45%|████▌     | 1140/2531 [49:25<26:20,  1.14s/it]
Batches:  45%|████▍     | 1137/2531 [48:52<22:29,  1.03it/s]
Batches:  45%|████▌     | 1141/2531 [49:26<24:54,  1.07s/it]
Batches:  47%|████▋     | 1195/2531 [49:58<23:10,  1.04s/it]
Batches:  27%|██▋       | 681/2531 [48:17<1:08:40,  2.23s/it]
Batches:  45%|████▍     | 1138/2531 [48:53<22:33,  1.03it/s]
Batches:  47%|████▋     | 1196/2531 [49:59<22:37,  1.02s/it]
Batches:  45%|████▌     | 1142/2531 [49:27<25:29,  1.10s/it]
Batches:  45%|████▌     | 1139/2531 [48:54<21:57,  1.06it/s]
Batches:  45%|████▌     | 1143/2531 [49:28<23:51,  1.03s/it]
Batches:  47%|████▋     | 1197/2531 [50:00<22:57,  1.03s/it]
Batches:  27%|██▋       | 682/2531 [48:19<1:08:37,  2.23s/it]
Batches:  45%|████▌     | 1140/2531 [48:55<22:43,  1.02it/s]
Batches:  45%|████▌     | 1144/2531 [49:29<23:19,  1.01s/it]
Batches:  47%|████▋     | 1198/2531 [50:01<22:35,  1.02s/it]
Batches:  45%|████▌     | 1141/2531 [48:56<22:03,  1.05it/s]
Batches:  45%|████▌     | 1145/2531 [49:30<24:07,  1.04s/it]
Batches:  47%|████▋     | 1199/2531 [50:02<23:13,  1.05s/it]
Batches:  45%|████▌     | 1142/2531 [48:57<22:46,  1.02it/s]
Batches:  27%|██▋       | 683/2531 [48:21<1:08:13,  2.22s/it]
Batches:  45%|████▌     | 1146/2531 [49:31<23:19,  1.01s/it]
Batches:  47%|████▋     | 1200/2531 [50:03<22:38,  1.02s/it]
Batches:  45%|████▌     | 1143/2531 [48:58<23:42,  1.03s/it]
Batches:  47%|████▋     | 1201/2531 [50:04<21:33,  1.03it/s]
Batches:  45%|████▌     | 1147/2531 [49:32<22:46,  1.01it/s]
Batches:  45%|████▌     | 1144/2531 [48:59<23:54,  1.03s/it]
Batches:  27%|██▋       | 684/2531 [48:23<1:08:38,  2.23s/it]
Batches:  47%|████▋     | 1202/2531 [50:05<22:31,  1.02s/it]
Batches:  45%|████▌     | 1148/2531 [49:33<23:43,  1.03s/it]
Batches:  45%|████▌     | 1145/2531 [49:00<23:03,  1.00it/s]
Batches:  48%|████▊     | 1203/2531 [50:06<22:07,  1.00it/s]
Batches:  45%|████▌     | 1149/2531 [49:34<23:26,  1.02s/it]
Batches:  45%|████▌     | 1146/2531 [49:01<22:17,  1.04it/s]
Batches:  48%|████▊     | 1204/2531 [50:07<21:32,  1.03it/s]
Batches:  27%|██▋       | 685/2531 [48:26<1:08:33,  2.23s/it]
Batches:  45%|████▌     | 1150/2531 [49:35<23:46,  1.03s/it]
Batches:  45%|████▌     | 1147/2531 [49:02<22:09,  1.04it/s]
Batches:  48%|████▊     | 1205/2531 [50:08<22:04,  1.00it/s]
Batches:  45%|████▌     | 1151/2531 [49:36<22:49,  1.01it/s]
Batches:  45%|████▌     | 1148/2531 [49:03<22:16,  1.03it/s]
Batches:  46%|████▌     | 1152/2531 [49:37<22:23,  1.03it/s]
Batches:  48%|████▊     | 1206/2531 [50:09<22:27,  1.02s/it]
Batches:  45%|████▌     | 1149/2531 [49:04<21:32,  1.07it/s]
Batches:  27%|██▋       | 686/2531 [48:28<1:08:07,  2.22s/it]
Batches:  48%|████▊     | 1207/2531 [50:09<20:52,  1.06it/s]
Batches:  46%|████▌     | 1153/2531 [49:38<22:01,  1.04it/s]
Batches:  45%|████▌     | 1150/2531 [49:05<21:36,  1.07it/s]
Batches:  48%|████▊     | 1208/2531 [50:10<20:56,  1.05it/s]
Batches:  46%|████▌     | 1154/2531 [49:39<23:09,  1.01s/it]
Batches:  45%|████▌     | 1151/2531 [49:06<21:38,  1.06it/s]
Batches:  27%|██▋       | 687/2531 [48:30<1:07:35,  2.20s/it]
Batches:  48%|████▊     | 1209/2531 [50:11<21:22,  1.03it/s]
Batches:  46%|████▌     | 1155/2531 [49:40<22:21,  1.03it/s]
Batches:  46%|████▌     | 1152/2531 [49:06<21:53,  1.05it/s]
Batches:  48%|████▊     | 1210/2531 [50:12<20:44,  1.06it/s]
Batches:  46%|████▌     | 1153/2531 [49:08<22:34,  1.02it/s]
Batches:  46%|████▌     | 1156/2531 [49:41<23:36,  1.03s/it]
Batches:  27%|██▋       | 688/2531 [48:32<1:07:41,  2.20s/it]
Batches:  48%|████▊     | 1211/2531 [50:13<21:28,  1.02it/s]
Batches:  46%|████▌     | 1157/2531 [49:42<23:54,  1.04s/it]
Batches:  46%|████▌     | 1154/2531 [49:09<23:28,  1.02s/it]
Batches:  48%|████▊     | 1212/2531 [50:14<22:23,  1.02s/it]
Batches:  46%|████▌     | 1155/2531 [49:10<23:24,  1.02s/it]
Batches:  46%|████▌     | 1158/2531 [49:43<24:26,  1.07s/it]
Batches:  27%|██▋       | 689/2531 [48:34<1:07:29,  2.20s/it]
Batches:  48%|████▊     | 1213/2531 [50:15<22:06,  1.01s/it]
Batches:  46%|████▌     | 1156/2531 [49:11<22:24,  1.02it/s]
Batches:  46%|████▌     | 1159/2531 [49:44<23:53,  1.05s/it]
Batches:  48%|████▊     | 1214/2531 [50:16<21:14,  1.03it/s]
Batches:  46%|████▌     | 1157/2531 [49:12<22:39,  1.01it/s]
Batches:  46%|████▌     | 1160/2531 [49:45<23:20,  1.02s/it]
Batches:  48%|████▊     | 1215/2531 [50:17<21:47,  1.01it/s]
Batches:  27%|██▋       | 690/2531 [48:36<1:07:01,  2.18s/it]
Batches:  46%|████▌     | 1158/2531 [49:13<22:12,  1.03it/s]
Batches:  46%|████▌     | 1161/2531 [49:46<24:03,  1.05s/it]
Batches:  48%|████▊     | 1216/2531 [50:18<20:52,  1.05it/s]
Batches:  46%|████▌     | 1159/2531 [49:13<21:48,  1.05it/s]
Batches:  46%|████▌     | 1162/2531 [49:47<24:12,  1.06s/it]
Batches:  48%|████▊     | 1217/2531 [50:19<21:02,  1.04it/s]
Batches:  27%|██▋       | 691/2531 [48:39<1:06:46,  2.18s/it]
Batches:  46%|████▌     | 1160/2531 [49:15<23:08,  1.01s/it]
Batches:  46%|████▌     | 1163/2531 [49:48<23:34,  1.03s/it]
Batches:  48%|████▊     | 1218/2531 [50:20<20:32,  1.07it/s]
Batches:  46%|████▌     | 1161/2531 [49:15<22:13,  1.03it/s]
Batches:  46%|████▌     | 1164/2531 [49:49<24:12,  1.06s/it]
Batches:  48%|████▊     | 1219/2531 [50:21<21:40,  1.01it/s]
Batches:  46%|████▌     | 1162/2531 [49:17<23:24,  1.03s/it]
Batches:  27%|██▋       | 692/2531 [48:41<1:07:03,  2.19s/it]
Batches:  48%|████▊     | 1220/2531 [50:22<21:26,  1.02it/s]
Batches:  46%|████▌     | 1165/2531 [49:50<24:37,  1.08s/it]
Batches:  46%|████▌     | 1163/2531 [49:18<23:19,  1.02s/it]
Batches:  48%|████▊     | 1221/2531 [50:23<21:01,  1.04it/s]
Batches:  46%|████▌     | 1166/2531 [49:52<24:29,  1.08s/it]
Batches:  46%|████▌     | 1164/2531 [49:19<22:38,  1.01it/s]
Batches:  48%|████▊     | 1222/2531 [50:24<21:21,  1.02it/s]
Batches:  27%|██▋       | 693/2531 [48:43<1:07:22,  2.20s/it]
Batches:  46%|████▌     | 1167/2531 [49:53<25:04,  1.10s/it]
Batches:  46%|████▌     | 1165/2531 [49:20<23:27,  1.03s/it]
Batches:  48%|████▊     | 1223/2531 [50:25<20:33,  1.06it/s]
Batches:  46%|████▌     | 1168/2531 [49:54<23:26,  1.03s/it]
Batches:  48%|████▊     | 1224/2531 [50:26<20:06,  1.08it/s]
Batches:  46%|████▌     | 1166/2531 [49:21<24:00,  1.05s/it]
Batches:  27%|██▋       | 694/2531 [48:45<1:06:39,  2.18s/it]
Batches:  46%|████▌     | 1169/2531 [49:54<22:45,  1.00s/it]
Batches:  48%|████▊     | 1225/2531 [50:27<19:20,  1.13it/s]
Batches:  46%|████▌     | 1167/2531 [49:22<24:24,  1.07s/it]
Batches:  46%|████▌     | 1170/2531 [49:55<22:30,  1.01it/s]
Batches:  48%|████▊     | 1226/2531 [50:28<19:41,  1.10it/s]
Batches:  46%|████▌     | 1168/2531 [49:23<24:19,  1.07s/it]
Batches:  46%|████▋     | 1171/2531 [49:57<22:59,  1.01s/it]
Batches:  27%|██▋       | 695/2531 [48:47<1:06:28,  2.17s/it]
Batches:  48%|████▊     | 1227/2531 [50:29<19:30,  1.11it/s]
Batches:  46%|████▌     | 1169/2531 [49:24<23:14,  1.02s/it]
Batches:  46%|████▋     | 1172/2531 [49:57<22:25,  1.01it/s]
Batches:  49%|████▊     | 1228/2531 [50:29<19:49,  1.10it/s]
Batches:  46%|████▌     | 1170/2531 [49:25<22:29,  1.01it/s]
Batches:  46%|████▋     | 1173/2531 [49:58<22:11,  1.02it/s]
Batches:  49%|████▊     | 1229/2531 [50:30<19:48,  1.10it/s]
Batches:  27%|██▋       | 696/2531 [48:50<1:06:33,  2.18s/it]
Batches:  46%|████▋     | 1171/2531 [49:26<21:56,  1.03it/s]
Batches:  46%|████▋     | 1174/2531 [49:59<22:29,  1.01it/s]
Batches:  49%|████▊     | 1230/2531 [50:31<20:13,  1.07it/s]
Batches:  46%|████▋     | 1172/2531 [49:27<21:47,  1.04it/s]
Batches:  49%|████▊     | 1231/2531 [50:32<20:09,  1.08it/s]
Batches:  46%|████▋     | 1175/2531 [50:00<22:41,  1.00s/it]
Batches:  46%|████▋     | 1173/2531 [49:28<21:16,  1.06it/s]
Batches:  28%|██▊       | 697/2531 [48:52<1:06:36,  2.18s/it]
Batches:  49%|████▊     | 1232/2531 [50:33<20:13,  1.07it/s]
Batches:  46%|████▋     | 1176/2531 [50:01<22:12,  1.02it/s]
Batches:  46%|████▋     | 1174/2531 [49:28<20:50,  1.09it/s]
Batches:  49%|████▊     | 1233/2531 [50:34<19:09,  1.13it/s]
Batches:  47%|████▋     | 1177/2531 [50:02<21:35,  1.05it/s]
Batches:  46%|████▋     | 1175/2531 [49:29<20:59,  1.08it/s]
Batches:  28%|██▊       | 698/2531 [48:54<1:06:25,  2.17s/it]
Batches:  49%|████▉     | 1234/2531 [50:35<20:17,  1.07it/s]
Batches:  47%|████▋     | 1178/2531 [50:03<22:43,  1.01s/it]
Batches:  46%|████▋     | 1176/2531 [49:30<21:05,  1.07it/s]
Batches:  49%|████▉     | 1235/2531 [50:36<19:46,  1.09it/s]
Batches:  47%|████▋     | 1179/2531 [50:04<23:05,  1.02s/it]
Batches:  47%|████▋     | 1177/2531 [49:31<21:55,  1.03it/s]
Batches:  49%|████▉     | 1236/2531 [50:37<19:47,  1.09it/s]
Batches:  28%|██▊       | 699/2531 [48:56<1:05:56,  2.16s/it]
Batches:  47%|████▋     | 1180/2531 [50:06<23:21,  1.04s/it]
Batches:  47%|████▋     | 1178/2531 [49:32<21:35,  1.04it/s]
Batches:  49%|████▉     | 1237/2531 [50:38<20:03,  1.07it/s]
Batches:  47%|████▋     | 1179/2531 [49:33<20:55,  1.08it/s]
Batches:  47%|████▋     | 1181/2531 [50:07<23:00,  1.02s/it]
Batches:  49%|████▉     | 1238/2531 [50:39<19:56,  1.08it/s]
Batches:  28%|██▊       | 700/2531 [48:58<1:05:48,  2.16s/it]
Batches:  47%|████▋     | 1180/2531 [49:34<21:15,  1.06it/s]
Batches:  47%|████▋     | 1182/2531 [50:07<22:23,  1.00it/s]
Batches:  49%|████▉     | 1239/2531 [50:40<19:37,  1.10it/s]
Batches:  47%|████▋     | 1181/2531 [49:35<21:06,  1.07it/s]
Batches:  47%|████▋     | 1183/2531 [50:08<21:53,  1.03it/s]
Batches:  49%|████▉     | 1240/2531 [50:41<19:55,  1.08it/s]
Batches:  47%|████▋     | 1184/2531 [50:09<21:44,  1.03it/s]
Batches:  47%|████▋     | 1182/2531 [49:36<21:57,  1.02it/s]
Batches:  28%|██▊       | 701/2531 [49:00<1:05:41,  2.15s/it]
Batches:  49%|████▉     | 1241/2531 [50:42<20:28,  1.05it/s]
Batches:  47%|████▋     | 1185/2531 [50:10<21:28,  1.04it/s]
Batches:  47%|████▋     | 1183/2531 [49:37<21:35,  1.04it/s]
Batches:  49%|████▉     | 1242/2531 [50:43<20:38,  1.04it/s]
Batches:  47%|████▋     | 1186/2531 [50:11<21:41,  1.03it/s]
Batches:  47%|████▋     | 1184/2531 [49:38<22:50,  1.02s/it]
Batches:  49%|████▉     | 1243/2531 [50:43<19:57,  1.08it/s]
Batches:  28%|██▊       | 702/2531 [49:02<1:05:23,  2.15s/it]
Batches:  47%|████▋     | 1187/2531 [50:12<21:08,  1.06it/s]
Batches:  49%|████▉     | 1244/2531 [50:44<19:09,  1.12it/s]
Batches:  47%|████▋     | 1185/2531 [49:39<23:04,  1.03s/it]
Batches:  47%|████▋     | 1188/2531 [50:13<21:56,  1.02it/s]
Batches:  49%|████▉     | 1245/2531 [50:45<19:17,  1.11it/s]
Batches:  47%|████▋     | 1186/2531 [49:40<22:21,  1.00it/s]
Batches:  28%|██▊       | 703/2531 [49:05<1:05:24,  2.15s/it]
Batches:  49%|████▉     | 1246/2531 [50:46<19:26,  1.10it/s]
Batches:  47%|████▋     | 1189/2531 [50:14<21:51,  1.02it/s]
Batches:  47%|████▋     | 1187/2531 [49:41<21:25,  1.05it/s]
Batches:  49%|████▉     | 1247/2531 [50:47<19:28,  1.10it/s]
Batches:  47%|████▋     | 1190/2531 [50:15<21:46,  1.03it/s]
Batches:  47%|████▋     | 1188/2531 [49:42<22:04,  1.01it/s]
Batches:  28%|██▊       | 704/2531 [49:07<1:05:10,  2.14s/it]
Batches:  49%|████▉     | 1248/2531 [50:48<19:33,  1.09it/s]
Batches:  47%|████▋     | 1191/2531 [50:16<22:26,  1.01s/it]
Batches:  47%|████▋     | 1189/2531 [49:43<21:38,  1.03it/s]
Batches:  49%|████▉     | 1249/2531 [50:49<19:43,  1.08it/s]
Batches:  47%|████▋     | 1192/2531 [50:17<21:32,  1.04it/s]
Batches:  47%|████▋     | 1190/2531 [49:44<22:17,  1.00it/s]
Batches:  47%|████▋     | 1193/2531 [50:18<21:33,  1.03it/s]
Batches:  49%|████▉     | 1250/2531 [50:50<21:09,  1.01it/s]
Batches:  28%|██▊       | 705/2531 [49:09<1:05:47,  2.16s/it]
Batches:  47%|████▋     | 1191/2531 [49:45<22:10,  1.01it/s]
Batches:  49%|████▉     | 1251/2531 [50:51<20:18,  1.05it/s]
Batches:  47%|████▋     | 1194/2531 [50:19<21:18,  1.05it/s]
Batches:  47%|████▋     | 1192/2531 [49:46<21:22,  1.04it/s]
Batches:  49%|████▉     | 1252/2531 [50:52<19:12,  1.11it/s]
Batches:  47%|████▋     | 1195/2531 [50:20<20:53,  1.07it/s]
Batches:  47%|████▋     | 1193/2531 [49:47<21:08,  1.05it/s]
Batches:  28%|██▊       | 706/2531 [49:11<1:06:21,  2.18s/it]
Batches:  50%|████▉     | 1253/2531 [50:53<19:40,  1.08it/s]
Batches:  47%|████▋     | 1196/2531 [50:21<20:49,  1.07it/s]
Batches:  47%|████▋     | 1194/2531 [49:48<21:06,  1.06it/s]
Batches:  50%|████▉     | 1254/2531 [50:54<20:13,  1.05it/s]
Batches:  47%|████▋     | 1197/2531 [50:22<21:02,  1.06it/s]
Batches:  47%|████▋     | 1195/2531 [49:49<21:18,  1.05it/s]
Batches:  28%|██▊       | 707/2531 [49:13<1:06:44,  2.20s/it]
Batches:  50%|████▉     | 1255/2531 [50:55<20:52,  1.02it/s]
Batches:  47%|████▋     | 1198/2531 [50:23<21:53,  1.01it/s]
Batches:  47%|████▋     | 1196/2531 [49:50<21:59,  1.01it/s]
Batches:  50%|████▉     | 1256/2531 [50:56<20:25,  1.04it/s]
Batches:  47%|████▋     | 1199/2531 [50:24<21:16,  1.04it/s]
Batches:  47%|████▋     | 1197/2531 [49:51<21:08,  1.05it/s]
Batches:  50%|████▉     | 1257/2531 [50:56<19:56,  1.06it/s]
Batches:  28%|██▊       | 708/2531 [49:16<1:06:50,  2.20s/it]
Batches:  47%|████▋     | 1198/2531 [49:52<21:33,  1.03it/s]
Batches:  47%|████▋     | 1200/2531 [50:25<23:20,  1.05s/it]
Batches:  50%|████▉     | 1258/2531 [50:57<20:11,  1.05it/s]
Batches:  47%|████▋     | 1199/2531 [49:53<21:15,  1.04it/s]
Batches:  47%|████▋     | 1201/2531 [50:26<23:48,  1.07s/it]
Batches:  50%|████▉     | 1259/2531 [50:58<20:08,  1.05it/s]
Batches:  47%|████▋     | 1200/2531 [49:54<20:36,  1.08it/s]
Batches:  28%|██▊       | 709/2531 [49:18<1:06:26,  2.19s/it]
Batches:  47%|████▋     | 1202/2531 [50:27<23:14,  1.05s/it]
Batches:  50%|████▉     | 1260/2531 [50:59<19:57,  1.06it/s]
Batches:  47%|████▋     | 1201/2531 [49:54<20:08,  1.10it/s]
Batches:  48%|████▊     | 1203/2531 [50:28<22:36,  1.02s/it]
Batches:  50%|████▉     | 1261/2531 [51:00<19:34,  1.08it/s]
Batches:  47%|████▋     | 1202/2531 [49:55<20:50,  1.06it/s]
Batches:  28%|██▊       | 710/2531 [49:20<1:06:03,  2.18s/it]
Batches:  48%|████▊     | 1204/2531 [50:29<22:52,  1.03s/it]
Batches:  50%|████▉     | 1262/2531 [51:01<20:47,  1.02it/s]
Batches:  48%|████▊     | 1203/2531 [49:56<20:27,  1.08it/s]
Batches:  48%|████▊     | 1205/2531 [50:30<22:25,  1.01s/it]
Batches:  50%|████▉     | 1263/2531 [51:02<19:26,  1.09it/s]
Batches:  48%|████▊     | 1204/2531 [49:57<20:07,  1.10it/s]
Batches:  50%|████▉     | 1264/2531 [51:03<19:03,  1.11it/s]
Batches:  48%|████▊     | 1206/2531 [50:31<22:05,  1.00s/it]
Batches:  28%|██▊       | 711/2531 [49:22<1:06:39,  2.20s/it]
Batches:  48%|████▊     | 1205/2531 [49:58<20:08,  1.10it/s]
Batches:  50%|████▉     | 1265/2531 [51:04<18:15,  1.16it/s]
Batches:  48%|████▊     | 1207/2531 [50:32<22:15,  1.01s/it]
Batches:  48%|████▊     | 1206/2531 [49:59<21:13,  1.04it/s]
Batches:  50%|█████     | 1266/2531 [51:04<17:29,  1.21it/s]
Batches:  48%|████▊     | 1208/2531 [50:33<22:38,  1.03s/it]
Batches:  48%|████▊     | 1207/2531 [50:00<21:51,  1.01it/s]
Batches:  50%|█████     | 1267/2531 [51:05<18:18,  1.15it/s]
Batches:  28%|██▊       | 712/2531 [49:24<1:07:05,  2.21s/it]
Batches:  48%|████▊     | 1209/2531 [50:34<23:16,  1.06s/it]
Batches:  50%|█████     | 1268/2531 [51:06<18:24,  1.14it/s]
Batches:  48%|████▊     | 1208/2531 [50:01<22:20,  1.01s/it]
Batches:  50%|█████     | 1269/2531 [51:07<17:08,  1.23it/s]
Batches:  48%|████▊     | 1210/2531 [50:35<21:41,  1.02it/s]
Batches:  28%|██▊       | 713/2531 [49:26<1:05:52,  2.17s/it]
Batches:  48%|████▊     | 1209/2531 [50:02<23:13,  1.05s/it]
Batches:  50%|█████     | 1270/2531 [51:08<17:31,  1.20it/s]
Batches:  48%|████▊     | 1211/2531 [50:36<21:16,  1.03it/s]
Batches:  48%|████▊     | 1210/2531 [50:03<22:58,  1.04s/it]
Batches:  50%|█████     | 1271/2531 [51:09<16:58,  1.24it/s]
Batches:  48%|████▊     | 1212/2531 [50:37<20:36,  1.07it/s]
Batches:  50%|█████     | 1272/2531 [51:09<16:47,  1.25it/s]
Batches:  48%|████▊     | 1211/2531 [50:04<22:05,  1.00s/it]
Batches:  28%|██▊       | 714/2531 [49:29<1:06:18,  2.19s/it]
Batches:  48%|████▊     | 1213/2531 [50:38<21:27,  1.02it/s]
Batches:  50%|█████     | 1273/2531 [51:10<17:16,  1.21it/s]
Batches:  48%|████▊     | 1212/2531 [50:05<21:18,  1.03it/s]
Batches:  48%|████▊     | 1214/2531 [50:39<21:18,  1.03it/s]
Batches:  50%|█████     | 1274/2531 [51:11<16:47,  1.25it/s]
Batches:  48%|████▊     | 1213/2531 [50:06<22:17,  1.01s/it]
Batches:  48%|████▊     | 1215/2531 [50:40<21:17,  1.03it/s]
Batches:  50%|█████     | 1275/2531 [51:12<16:38,  1.26it/s]
Batches:  28%|██▊       | 715/2531 [49:31<1:06:36,  2.20s/it]
Batches:  48%|████▊     | 1214/2531 [50:07<21:54,  1.00it/s]
Batches:  50%|█████     | 1276/2531 [51:13<17:10,  1.22it/s]
Batches:  48%|████▊     | 1216/2531 [50:41<20:45,  1.06it/s]
Batches:  48%|████▊     | 1215/2531 [50:08<21:40,  1.01it/s]
Batches:  48%|████▊     | 1217/2531 [50:42<19:54,  1.10it/s]
Batches:  50%|█████     | 1277/2531 [51:14<17:49,  1.17it/s]
Batches:  28%|██▊       | 716/2531 [49:33<1:06:40,  2.20s/it]
Batches:  48%|████▊     | 1216/2531 [50:09<21:00,  1.04it/s]
Batches:  50%|█████     | 1278/2531 [51:14<17:21,  1.20it/s]
Batches:  48%|████▊     | 1218/2531 [50:43<19:47,  1.11it/s]
Batches:  51%|█████     | 1279/2531 [51:15<16:49,  1.24it/s]
Batches:  48%|████▊     | 1217/2531 [50:10<20:32,  1.07it/s]
Batches:  48%|████▊     | 1219/2531 [50:44<20:12,  1.08it/s]
Batches:  51%|█████     | 1280/2531 [51:16<17:28,  1.19it/s]
Batches:  48%|████▊     | 1218/2531 [50:11<20:25,  1.07it/s]
Batches:  48%|████▊     | 1220/2531 [50:44<20:28,  1.07it/s]
Batches:  28%|██▊       | 717/2531 [49:35<1:07:03,  2.22s/it]
Batches:  51%|█████     | 1281/2531 [51:17<17:45,  1.17it/s]
Batches:  48%|████▊     | 1219/2531 [50:12<20:43,  1.06it/s]
Batches:  48%|████▊     | 1221/2531 [50:45<20:11,  1.08it/s]
Batches:  51%|█████     | 1282/2531 [51:18<18:07,  1.15it/s]
Batches:  48%|████▊     | 1220/2531 [50:13<21:08,  1.03it/s]
Batches:  48%|████▊     | 1222/2531 [50:46<20:27,  1.07it/s]
Batches:  28%|██▊       | 718/2531 [49:37<1:06:03,  2.19s/it]
Batches:  51%|█████     | 1283/2531 [51:19<18:12,  1.14it/s]
Batches:  48%|████▊     | 1221/2531 [50:14<20:31,  1.06it/s]
Batches:  48%|████▊     | 1223/2531 [50:47<19:59,  1.09it/s]
Batches:  51%|█████     | 1284/2531 [51:20<17:35,  1.18it/s]
Batches:  48%|████▊     | 1224/2531 [50:48<19:38,  1.11it/s]
Batches:  48%|████▊     | 1222/2531 [50:15<21:01,  1.04it/s]
Batches:  51%|█████     | 1285/2531 [51:20<17:59,  1.15it/s]
Batches:  28%|██▊       | 719/2531 [49:40<1:05:42,  2.18s/it]
Batches:  48%|████▊     | 1225/2531 [50:49<21:04,  1.03it/s]
Batches:  48%|████▊     | 1223/2531 [50:16<21:37,  1.01it/s]
Batches:  51%|█████     | 1286/2531 [51:21<17:55,  1.16it/s]
Batches:  48%|████▊     | 1224/2531 [50:17<21:09,  1.03it/s]
Batches:  48%|████▊     | 1226/2531 [50:50<21:10,  1.03it/s]
Batches:  51%|█████     | 1287/2531 [51:22<18:16,  1.13it/s]
Batches:  28%|██▊       | 720/2531 [49:42<1:05:07,  2.16s/it]
Batches:  48%|████▊     | 1225/2531 [50:18<21:11,  1.03it/s]
Batches:  51%|█████     | 1288/2531 [51:23<17:37,  1.18it/s]
Batches:  48%|████▊     | 1227/2531 [50:51<21:02,  1.03it/s]
Batches:  51%|█████     | 1289/2531 [51:24<18:00,  1.15it/s]
Batches:  49%|████▊     | 1228/2531 [50:52<20:56,  1.04it/s]
Batches:  48%|████▊     | 1226/2531 [50:19<21:27,  1.01it/s]
Batches:  51%|█████     | 1290/2531 [51:25<17:13,  1.20it/s]
Batches:  28%|██▊       | 721/2531 [49:44<1:04:46,  2.15s/it]
Batches:  48%|████▊     | 1227/2531 [50:20<21:16,  1.02it/s]
Batches:  49%|████▊     | 1229/2531 [50:53<21:34,  1.01it/s]
Batches:  51%|█████     | 1291/2531 [51:26<18:20,  1.13it/s]
Batches:  49%|████▊     | 1228/2531 [50:21<20:30,  1.06it/s]
Batches:  49%|████▊     | 1230/2531 [50:54<21:31,  1.01it/s]
Batches:  49%|████▊     | 1229/2531 [50:22<20:07,  1.08it/s]
Batches:  51%|█████     | 1292/2531 [51:27<19:42,  1.05it/s]
Batches:  49%|████▊     | 1231/2531 [50:55<20:42,  1.05it/s]
Batches:  29%|██▊       | 722/2531 [49:46<1:04:54,  2.15s/it]
Batches:  51%|█████     | 1293/2531 [51:28<18:34,  1.11it/s]
Batches:  49%|████▊     | 1230/2531 [50:22<20:01,  1.08it/s]
Batches:  49%|████▊     | 1232/2531 [50:56<20:17,  1.07it/s]
Batches:  51%|█████     | 1294/2531 [51:28<17:45,  1.16it/s]
Batches:  49%|████▊     | 1231/2531 [50:23<19:37,  1.10it/s]
Batches:  49%|████▊     | 1233/2531 [50:57<20:00,  1.08it/s]
Batches:  51%|█████     | 1295/2531 [51:29<17:10,  1.20it/s]
Batches:  29%|██▊       | 723/2531 [49:48<1:04:29,  2.14s/it]
Batches:  49%|████▊     | 1232/2531 [50:24<19:43,  1.10it/s]
Batches:  49%|████▉     | 1234/2531 [50:58<20:24,  1.06it/s]
Batches:  51%|█████     | 1296/2531 [51:30<17:19,  1.19it/s]
Batches:  49%|████▊     | 1233/2531 [50:25<19:21,  1.12it/s]
Batches:  49%|████▉     | 1235/2531 [50:59<19:20,  1.12it/s]
Batches:  51%|█████     | 1297/2531 [51:31<17:32,  1.17it/s]
Batches:  49%|████▉     | 1234/2531 [50:26<19:52,  1.09it/s]
Batches:  29%|██▊       | 724/2531 [49:50<1:04:12,  2.13s/it]
Batches:  49%|████▉     | 1236/2531 [51:00<19:33,  1.10it/s]
Batches:  51%|█████▏    | 1298/2531 [51:32<17:14,  1.19it/s]
Batches:  49%|████▉     | 1235/2531 [50:27<18:44,  1.15it/s]
Batches:  49%|████▉     | 1237/2531 [51:00<19:50,  1.09it/s]
Batches:  51%|█████▏    | 1299/2531 [51:33<17:27,  1.18it/s]
Batches:  49%|████▉     | 1238/2531 [51:01<19:51,  1.08it/s]
Batches:  49%|████▉     | 1236/2531 [50:28<21:32,  1.00it/s]
Batches:  51%|█████▏    | 1300/2531 [51:33<17:52,  1.15it/s]
Batches:  29%|██▊       | 725/2531 [49:53<1:05:12,  2.17s/it]
Batches:  49%|████▉     | 1239/2531 [51:02<19:30,  1.10it/s]
Batches:  49%|████▉     | 1237/2531 [50:29<20:36,  1.05it/s]
Batches:  51%|█████▏    | 1301/2531 [51:34<18:45,  1.09it/s]
Batches:  49%|████▉     | 1240/2531 [51:03<19:14,  1.12it/s]
Batches:  49%|████▉     | 1238/2531 [50:30<20:23,  1.06it/s]
Batches:  51%|█████▏    | 1302/2531 [51:35<18:55,  1.08it/s]
Batches:  29%|██▊       | 726/2531 [49:55<1:04:46,  2.15s/it]
Batches:  49%|████▉     | 1239/2531 [50:31<19:15,  1.12it/s]
Batches:  49%|████▉     | 1241/2531 [51:04<20:19,  1.06it/s]
Batches:  51%|█████▏    | 1303/2531 [51:36<18:30,  1.11it/s]
Batches:  49%|████▉     | 1240/2531 [50:32<19:22,  1.11it/s]
Batches:  49%|████▉     | 1242/2531 [51:05<19:47,  1.09it/s]
Batches:  52%|█████▏    | 1304/2531 [51:37<18:12,  1.12it/s]
Batches:  49%|████▉     | 1241/2531 [50:33<19:17,  1.11it/s]
Batches:  29%|██▊       | 727/2531 [49:57<1:04:41,  2.15s/it]
Batches:  49%|████▉     | 1243/2531 [51:06<20:00,  1.07it/s]
Batches:  52%|█████▏    | 1305/2531 [51:38<18:06,  1.13it/s]
Batches:  49%|████▉     | 1242/2531 [50:34<20:22,  1.05it/s]
Batches:  52%|█████▏    | 1306/2531 [51:39<18:03,  1.13it/s]
Batches:  49%|████▉     | 1244/2531 [51:07<20:35,  1.04it/s]
Batches:  49%|████▉     | 1243/2531 [50:34<19:58,  1.07it/s]
Batches:  52%|█████▏    | 1307/2531 [51:40<18:16,  1.12it/s]
Batches:  49%|████▉     | 1245/2531 [51:08<20:37,  1.04it/s]
Batches:  29%|██▉       | 728/2531 [49:59<1:04:26,  2.14s/it]
Batches:  49%|████▉     | 1244/2531 [50:35<19:51,  1.08it/s]
Batches:  52%|█████▏    | 1308/2531 [51:41<18:21,  1.11it/s]
Batches:  49%|████▉     | 1246/2531 [51:09<19:59,  1.07it/s]
Batches:  49%|████▉     | 1245/2531 [50:36<20:25,  1.05it/s]
Batches:  52%|█████▏    | 1309/2531 [51:42<18:15,  1.12it/s]
Batches:  49%|████▉     | 1247/2531 [51:10<20:14,  1.06it/s]
Batches:  29%|██▉       | 729/2531 [50:01<1:04:47,  2.16s/it]
Batches:  52%|█████▏    | 1310/2531 [51:42<18:00,  1.13it/s]
Batches:  49%|████▉     | 1246/2531 [50:37<20:48,  1.03it/s]
Batches:  49%|████▉     | 1248/2531 [51:11<19:54,  1.07it/s]
Batches:  52%|█████▏    | 1311/2531 [51:43<17:30,  1.16it/s]
Batches:  49%|████▉     | 1247/2531 [50:38<19:44,  1.08it/s]
Batches:  49%|████▉     | 1249/2531 [51:12<19:50,  1.08it/s]
Batches:  52%|█████▏    | 1312/2531 [51:44<17:52,  1.14it/s]
Batches:  49%|████▉     | 1248/2531 [50:39<19:30,  1.10it/s]
Batches:  29%|██▉       | 730/2531 [50:03<1:04:29,  2.15s/it]
Batches:  49%|████▉     | 1250/2531 [51:13<20:41,  1.03it/s]
Batches:  52%|█████▏    | 1313/2531 [51:45<17:43,  1.15it/s]
Batches:  49%|████▉     | 1249/2531 [50:40<20:23,  1.05it/s]
Batches:  49%|████▉     | 1251/2531 [51:14<21:42,  1.02s/it]
Batches:  52%|█████▏    | 1314/2531 [51:46<17:37,  1.15it/s]
Batches:  29%|██▉       | 731/2531 [50:05<1:03:52,  2.13s/it]
Batches:  49%|████▉     | 1250/2531 [50:41<21:24,  1.00s/it]
Batches:  49%|████▉     | 1252/2531 [51:15<21:05,  1.01it/s]
Batches:  52%|█████▏    | 1315/2531 [51:47<17:56,  1.13it/s]
Batches:  49%|████▉     | 1251/2531 [50:42<21:07,  1.01it/s]
Batches:  50%|████▉     | 1253/2531 [51:16<20:55,  1.02it/s]
Batches:  52%|█████▏    | 1316/2531 [51:48<18:57,  1.07it/s]
Batches:  29%|██▉       | 732/2531 [50:07<1:03:06,  2.10s/it]
Batches:  49%|████▉     | 1252/2531 [50:43<21:35,  1.01s/it]
Batches:  50%|████▉     | 1254/2531 [51:17<20:32,  1.04it/s]
Batches:  52%|█████▏    | 1317/2531 [51:49<20:02,  1.01it/s]
Batches:  50%|████▉     | 1255/2531 [51:18<20:00,  1.06it/s]
Batches:  50%|████▉     | 1253/2531 [50:44<21:36,  1.01s/it]
Batches:  52%|█████▏    | 1318/2531 [51:50<19:19,  1.05it/s]
Batches:  50%|████▉     | 1256/2531 [51:18<19:51,  1.07it/s]
Batches:  29%|██▉       | 733/2531 [50:09<1:02:53,  2.10s/it]
Batches:  50%|████▉     | 1254/2531 [50:45<22:13,  1.04s/it]
Batches:  52%|█████▏    | 1319/2531 [51:51<18:23,  1.10it/s]
Batches:  50%|████▉     | 1257/2531 [51:19<19:05,  1.11it/s]
Batches:  50%|████▉     | 1255/2531 [50:46<22:02,  1.04s/it]
Batches:  52%|█████▏    | 1320/2531 [51:52<19:01,  1.06it/s]
Batches:  50%|████▉     | 1258/2531 [51:20<19:25,  1.09it/s]
Batches:  50%|████▉     | 1256/2531 [50:47<21:18,  1.00s/it]
Batches:  52%|█████▏    | 1321/2531 [51:53<18:30,  1.09it/s]
Batches:  29%|██▉       | 734/2531 [50:12<1:03:05,  2.11s/it]
Batches:  50%|████▉     | 1259/2531 [51:21<19:43,  1.07it/s]
Batches:  50%|████▉     | 1257/2531 [50:48<20:29,  1.04it/s]
Batches:  52%|█████▏    | 1322/2531 [51:53<18:07,  1.11it/s]
Batches:  50%|████▉     | 1260/2531 [51:22<19:29,  1.09it/s]
Batches:  50%|████▉     | 1258/2531 [50:49<19:15,  1.10it/s]
Batches:  52%|█████▏    | 1323/2531 [51:54<17:53,  1.13it/s]
Batches:  29%|██▉       | 735/2531 [50:14<1:02:52,  2.10s/it]
Batches:  50%|████▉     | 1261/2531 [51:23<19:18,  1.10it/s]
Batches:  52%|█████▏    | 1324/2531 [51:55<17:48,  1.13it/s]
Batches:  50%|████▉     | 1259/2531 [50:50<20:16,  1.05it/s]
Batches:  50%|████▉     | 1262/2531 [51:24<19:11,  1.10it/s]
Batches:  52%|█████▏    | 1325/2531 [51:56<17:18,  1.16it/s]
Batches:  50%|████▉     | 1260/2531 [50:51<21:16,  1.00s/it]
Batches:  52%|█████▏    | 1326/2531 [51:57<16:58,  1.18it/s]
Batches:  29%|██▉       | 736/2531 [50:16<1:02:36,  2.09s/it]
Batches:  50%|████▉     | 1263/2531 [51:25<20:32,  1.03it/s]
Batches:  50%|████▉     | 1261/2531 [50:52<21:19,  1.01s/it]
Batches:  52%|█████▏    | 1327/2531 [51:58<17:25,  1.15it/s]
Batches:  50%|████▉     | 1264/2531 [51:26<19:35,  1.08it/s]
Batches:  50%|████▉     | 1262/2531 [50:53<20:43,  1.02it/s]
Batches:  52%|█████▏    | 1328/2531 [51:59<17:20,  1.16it/s]
Batches:  50%|████▉     | 1265/2531 [51:27<19:13,  1.10it/s]
Batches:  29%|██▉       | 737/2531 [50:18<1:02:53,  2.10s/it]
Batches:  50%|████▉     | 1263/2531 [50:54<20:35,  1.03it/s]
Batches:  53%|█████▎    | 1329/2531 [51:59<17:41,  1.13it/s]
Batches:  50%|█████     | 1266/2531 [51:28<20:12,  1.04it/s]
Batches:  50%|████▉     | 1264/2531 [50:55<21:06,  1.00it/s]
Batches:  53%|█████▎    | 1330/2531 [52:00<17:38,  1.13it/s]
Batches:  50%|█████     | 1267/2531 [51:29<20:51,  1.01it/s]
Batches:  29%|██▉       | 738/2531 [50:20<1:03:23,  2.12s/it]
Batches:  50%|████▉     | 1265/2531 [50:56<20:19,  1.04it/s]
Batches:  53%|█████▎    | 1331/2531 [52:01<17:28,  1.14it/s]
Batches:  50%|█████     | 1268/2531 [51:30<19:34,  1.08it/s]
Batches:  53%|█████▎    | 1332/2531 [52:02<17:44,  1.13it/s]
Batches:  50%|█████     | 1266/2531 [50:57<20:27,  1.03it/s]
Batches:  50%|█████     | 1269/2531 [51:31<19:10,  1.10it/s]
Batches:  50%|█████     | 1270/2531 [51:31<18:01,  1.17it/s]
Batches:  50%|█████     | 1267/2531 [50:58<20:23,  1.03it/s]
Batches:  53%|█████▎    | 1333/2531 [52:03<18:43,  1.07it/s]
Batches:  29%|██▉       | 739/2531 [50:22<1:03:58,  2.14s/it]
Batches:  50%|█████     | 1271/2531 [51:32<17:30,  1.20it/s]
Batches:  50%|█████     | 1268/2531 [50:59<20:05,  1.05it/s]
Batches:  53%|█████▎    | 1334/2531 [52:04<19:24,  1.03it/s]
Batches:  50%|█████     | 1272/2531 [51:33<17:43,  1.18it/s]
Batches:  50%|█████     | 1269/2531 [51:00<19:29,  1.08it/s]
Batches:  53%|█████▎    | 1335/2531 [52:05<18:51,  1.06it/s]
Batches:  29%|██▉       | 740/2531 [50:24<1:04:41,  2.17s/it]
Batches:  50%|█████     | 1273/2531 [51:34<17:31,  1.20it/s]
Batches:  50%|█████     | 1270/2531 [51:01<20:17,  1.04it/s]
Batches:  53%|█████▎    | 1336/2531 [52:06<18:42,  1.06it/s]
Batches:  50%|█████     | 1274/2531 [51:35<17:13,  1.22it/s]
Batches:  50%|█████     | 1271/2531 [51:02<18:45,  1.12it/s]
Batches:  53%|█████▎    | 1337/2531 [52:07<18:48,  1.06it/s]
Batches:  50%|█████     | 1275/2531 [51:35<17:35,  1.19it/s]
Batches:  29%|██▉       | 741/2531 [50:26<1:03:21,  2.12s/it]
Batches:  50%|█████     | 1272/2531 [51:02<18:42,  1.12it/s]
Batches:  53%|█████▎    | 1338/2531 [52:08<19:12,  1.03it/s]
Batches:  50%|█████     | 1276/2531 [51:36<17:12,  1.22it/s]
Batches:  50%|█████     | 1273/2531 [51:03<18:27,  1.14it/s]
Batches:  50%|█████     | 1277/2531 [51:37<17:49,  1.17it/s]
Batches:  53%|█████▎    | 1339/2531 [52:09<19:17,  1.03it/s]
Batches:  50%|█████     | 1274/2531 [51:04<18:44,  1.12it/s]
Batches:  50%|█████     | 1278/2531 [51:38<16:57,  1.23it/s]
Batches:  29%|██▉       | 742/2531 [50:29<1:03:54,  2.14s/it]
Batches:  53%|█████▎    | 1340/2531 [52:10<18:46,  1.06it/s]
Batches:  50%|█████     | 1275/2531 [51:05<18:36,  1.12it/s]
Batches:  51%|█████     | 1279/2531 [51:39<16:21,  1.28it/s]
Batches:  53%|█████▎    | 1341/2531 [52:11<18:24,  1.08it/s]
Batches:  50%|█████     | 1276/2531 [51:06<18:06,  1.16it/s]
Batches:  51%|█████     | 1280/2531 [51:39<16:58,  1.23it/s]
Batches:  53%|█████▎    | 1342/2531 [52:12<17:40,  1.12it/s]
Batches:  29%|██▉       | 743/2531 [50:31<1:03:34,  2.13s/it]
Batches:  50%|█████     | 1277/2531 [51:07<17:33,  1.19it/s]
Batches:  51%|█████     | 1281/2531 [51:40<17:24,  1.20it/s]
Batches:  53%|█████▎    | 1343/2531 [52:12<17:28,  1.13it/s]
Batches:  50%|█████     | 1278/2531 [51:07<16:52,  1.24it/s]
Batches:  51%|█████     | 1282/2531 [51:41<17:15,  1.21it/s]
Batches:  53%|█████▎    | 1344/2531 [52:13<16:51,  1.17it/s]
Batches:  51%|█████     | 1279/2531 [51:08<17:10,  1.21it/s]
Batches:  51%|█████     | 1283/2531 [51:42<17:29,  1.19it/s]
Batches:  29%|██▉       | 744/2531 [50:33<1:03:22,  2.13s/it]
Batches:  51%|█████     | 1280/2531 [51:09<17:04,  1.22it/s]
Batches:  53%|█████▎    | 1345/2531 [52:14<18:23,  1.08it/s]
Batches:  51%|█████     | 1284/2531 [51:43<17:18,  1.20it/s]
Batches:  51%|█████     | 1281/2531 [51:10<17:40,  1.18it/s]
Batches:  53%|█████▎    | 1346/2531 [52:15<17:56,  1.10it/s]
Batches:  51%|█████     | 1285/2531 [51:44<18:08,  1.14it/s]
Batches:  53%|█████▎    | 1347/2531 [52:16<17:38,  1.12it/s]
Batches:  29%|██▉       | 745/2531 [50:35<1:03:11,  2.12s/it]
Batches:  51%|█████     | 1282/2531 [51:11<18:07,  1.15it/s]
Batches:  51%|█████     | 1286/2531 [51:45<17:46,  1.17it/s]
Batches:  53%|█████▎    | 1348/2531 [52:17<17:06,  1.15it/s]
Batches:  51%|█████     | 1283/2531 [51:12<17:42,  1.17it/s]
Batches:  51%|█████     | 1287/2531 [51:46<18:26,  1.12it/s]
Batches:  53%|█████▎    | 1349/2531 [52:18<17:01,  1.16it/s]
Batches:  51%|█████     | 1284/2531 [51:13<17:44,  1.17it/s]
Batches:  29%|██▉       | 746/2531 [50:37<1:02:19,  2.10s/it]
Batches:  51%|█████     | 1288/2531 [51:46<17:45,  1.17it/s]
Batches:  51%|█████     | 1285/2531 [51:13<17:45,  1.17it/s]
Batches:  53%|█████▎    | 1350/2531 [52:19<17:22,  1.13it/s]
Batches:  51%|█████     | 1289/2531 [51:47<16:52,  1.23it/s]
Batches:  51%|█████     | 1286/2531 [51:14<17:46,  1.17it/s]
Batches:  53%|█████▎    | 1351/2531 [52:20<17:33,  1.12it/s]
Batches:  51%|█████     | 1290/2531 [51:48<16:02,  1.29it/s]
Batches:  30%|██▉       | 747/2531 [50:39<1:02:54,  2.12s/it]
Batches:  51%|█████     | 1287/2531 [51:15<17:26,  1.19it/s]
Batches:  53%|█████▎    | 1352/2531 [52:20<17:02,  1.15it/s]
Batches:  51%|█████     | 1291/2531 [51:49<17:48,  1.16it/s]
Batches:  51%|█████     | 1288/2531 [51:16<16:51,  1.23it/s]
Batches:  53%|█████▎    | 1353/2531 [52:21<16:59,  1.16it/s]
Batches:  51%|█████     | 1292/2531 [51:50<17:49,  1.16it/s]
Batches:  51%|█████     | 1289/2531 [51:17<16:38,  1.24it/s]
Batches:  53%|█████▎    | 1354/2531 [52:22<16:55,  1.16it/s]
Batches:  30%|██▉       | 748/2531 [50:41<1:03:31,  2.14s/it]
Batches:  51%|█████     | 1293/2531 [51:51<18:27,  1.12it/s]
Batches:  51%|█████     | 1290/2531 [51:17<16:17,  1.27it/s]
Batches:  54%|█████▎    | 1355/2531 [52:23<17:29,  1.12it/s]
Batches:  51%|█████     | 1294/2531 [51:51<17:44,  1.16it/s]
Batches:  51%|█████     | 1291/2531 [51:18<15:52,  1.30it/s]
Batches:  54%|█████▎    | 1356/2531 [52:24<17:15,  1.13it/s]
Batches:  51%|█████     | 1292/2531 [51:19<16:36,  1.24it/s]
Batches:  51%|█████     | 1295/2531 [51:52<18:06,  1.14it/s]
Batches:  30%|██▉       | 749/2531 [50:43<1:03:15,  2.13s/it]
Batches:  54%|█████▎    | 1357/2531 [52:25<17:06,  1.14it/s]
Batches:  51%|█████     | 1296/2531 [51:53<17:10,  1.20it/s]
Batches:  51%|█████     | 1293/2531 [51:20<16:36,  1.24it/s]
Batches:  54%|█████▎    | 1358/2531 [52:26<17:09,  1.14it/s]
Batches:  51%|█████     | 1294/2531 [51:21<16:15,  1.27it/s]
Batches:  51%|█████     | 1297/2531 [51:54<17:58,  1.14it/s]
Batches:  54%|█████▎    | 1359/2531 [52:27<17:02,  1.15it/s]
Batches:  51%|█████     | 1295/2531 [51:21<16:41,  1.23it/s]
Batches:  30%|██▉       | 750/2531 [50:46<1:03:03,  2.12s/it]
Batches:  51%|█████▏    | 1298/2531 [51:55<18:02,  1.14it/s]
Batches:  51%|█████     | 1296/2531 [51:22<16:17,  1.26it/s]
Batches:  54%|█████▎    | 1360/2531 [52:28<18:10,  1.07it/s]
Batches:  51%|█████▏    | 1299/2531 [51:56<17:58,  1.14it/s]
Batches:  51%|█████     | 1297/2531 [51:23<16:08,  1.27it/s]
Batches:  54%|█████▍    | 1361/2531 [52:28<17:42,  1.10it/s]
Batches:  51%|█████▏    | 1300/2531 [51:57<17:35,  1.17it/s]
Batches:  30%|██▉       | 751/2531 [50:48<1:03:20,  2.14s/it]
Batches:  51%|█████▏    | 1298/2531 [51:24<16:16,  1.26it/s]
Batches:  51%|█████▏    | 1301/2531 [51:57<16:46,  1.22it/s]
Batches:  54%|█████▍    | 1362/2531 [52:29<17:47,  1.10it/s]
Batches:  51%|█████▏    | 1299/2531 [51:25<17:00,  1.21it/s]
Batches:  51%|█████▏    | 1302/2531 [51:58<16:44,  1.22it/s]
Batches:  54%|█████▍    | 1363/2531 [52:30<18:22,  1.06it/s]
Batches:  51%|█████▏    | 1300/2531 [51:25<16:16,  1.26it/s]
Batches:  51%|█████▏    | 1303/2531 [51:59<18:15,  1.12it/s]
Batches:  30%|██▉       | 752/2531 [50:50<1:05:14,  2.20s/it]
Batches:  54%|█████▍    | 1364/2531 [52:31<17:58,  1.08it/s]
Batches:  51%|█████▏    | 1301/2531 [51:26<15:49,  1.30it/s]
Batches:  52%|█████▏    | 1304/2531 [52:00<18:04,  1.13it/s]
Batches:  54%|█████▍    | 1365/2531 [52:32<16:55,  1.15it/s]
Batches:  51%|█████▏    | 1302/2531 [51:27<16:27,  1.24it/s]
Batches:  52%|█████▏    | 1305/2531 [52:01<17:25,  1.17it/s]
Batches:  54%|█████▍    | 1366/2531 [52:33<16:49,  1.15it/s]
Batches:  51%|█████▏    | 1303/2531 [51:28<16:57,  1.21it/s]
Batches:  30%|██▉       | 753/2531 [50:52<1:04:25,  2.17s/it]
Batches:  54%|█████▍    | 1367/2531 [52:34<16:17,  1.19it/s]
Batches:  52%|█████▏    | 1306/2531 [52:02<18:14,  1.12it/s]
Batches:  52%|█████▏    | 1304/2531 [51:29<17:18,  1.18it/s]
Batches:  54%|█████▍    | 1368/2531 [52:35<16:41,  1.16it/s]
Batches:  52%|█████▏    | 1307/2531 [52:03<18:48,  1.08it/s]
Batches:  52%|█████▏    | 1305/2531 [51:30<17:42,  1.15it/s]
Batches:  54%|█████▍    | 1369/2531 [52:35<16:10,  1.20it/s]
Batches:  30%|██▉       | 754/2531 [50:54<1:03:15,  2.14s/it]
Batches:  52%|█████▏    | 1306/2531 [51:30<17:10,  1.19it/s]
Batches:  52%|█████▏    | 1308/2531 [52:04<19:12,  1.06it/s]
Batches:  54%|█████▍    | 1370/2531 [52:36<15:26,  1.25it/s]
Batches:  52%|█████▏    | 1307/2531 [51:31<17:22,  1.17it/s]
Batches:  52%|█████▏    | 1309/2531 [52:05<19:20,  1.05it/s]
Batches:  54%|█████▍    | 1371/2531 [52:37<14:59,  1.29it/s]
Batches:  52%|█████▏    | 1308/2531 [51:32<16:53,  1.21it/s]
Batches:  30%|██▉       | 755/2531 [50:56<1:03:00,  2.13s/it]
Batches:  54%|█████▍    | 1372/2531 [52:38<14:58,  1.29it/s]
Batches:  52%|█████▏    | 1310/2531 [52:06<19:09,  1.06it/s]
Batches:  52%|█████▏    | 1309/2531 [51:33<16:22,  1.24it/s]
Batches:  54%|█████▍    | 1373/2531 [52:38<15:33,  1.24it/s]
Batches:  52%|█████▏    | 1311/2531 [52:07<19:13,  1.06it/s]
Batches:  52%|█████▏    | 1310/2531 [51:34<16:01,  1.27it/s]
Batches:  54%|█████▍    | 1374/2531 [52:39<15:32,  1.24it/s]
Batches:  52%|█████▏    | 1312/2531 [52:08<18:52,  1.08it/s]
Batches:  30%|██▉       | 756/2531 [50:58<1:02:49,  2.12s/it]
Batches:  52%|█████▏    | 1311/2531 [51:34<16:28,  1.23it/s]
Batches:  54%|█████▍    | 1375/2531 [52:40<15:23,  1.25it/s]
Batches:  52%|█████▏    | 1313/2531 [52:08<18:31,  1.10it/s]
Batches:  52%|█████▏    | 1312/2531 [51:35<16:45,  1.21it/s]
Batches:  54%|█████▍    | 1376/2531 [52:41<17:11,  1.12it/s]
Batches:  52%|█████▏    | 1314/2531 [52:09<18:23,  1.10it/s]
Batches:  52%|█████▏    | 1313/2531 [51:36<18:32,  1.09it/s]
Batches:  30%|██▉       | 757/2531 [51:01<1:02:40,  2.12s/it]
Batches:  54%|█████▍    | 1377/2531 [52:42<16:10,  1.19it/s]
Batches:  52%|█████▏    | 1315/2531 [52:10<17:26,  1.16it/s]
Batches:  52%|█████▏    | 1314/2531 [51:37<17:43,  1.14it/s]
Batches:  54%|█████▍    | 1378/2531 [52:43<16:58,  1.13it/s]
Batches:  52%|█████▏    | 1316/2531 [52:11<18:11,  1.11it/s]
Batches:  52%|█████▏    | 1315/2531 [51:38<17:46,  1.14it/s]
Batches:  54%|█████▍    | 1379/2531 [52:44<16:10,  1.19it/s]
Batches:  30%|██▉       | 758/2531 [51:03<1:02:20,  2.11s/it]
Batches:  52%|█████▏    | 1317/2531 [52:12<17:58,  1.13it/s]
Batches:  52%|█████▏    | 1316/2531 [51:39<17:40,  1.15it/s]
Batches:  55%|█████▍    | 1380/2531 [52:44<15:58,  1.20it/s]
Batches:  52%|█████▏    | 1318/2531 [52:13<19:03,  1.06it/s]
Batches:  52%|█████▏    | 1317/2531 [51:40<18:07,  1.12it/s]
Batches:  55%|█████▍    | 1381/2531 [52:45<15:28,  1.24it/s]
Batches:  52%|█████▏    | 1319/2531 [52:14<18:36,  1.09it/s]
Batches:  30%|██▉       | 759/2531 [51:05<1:02:04,  2.10s/it]
Batches:  55%|█████▍    | 1382/2531 [52:46<15:18,  1.25it/s]
Batches:  52%|█████▏    | 1318/2531 [51:41<18:17,  1.11it/s]
Batches:  55%|█████▍    | 1383/2531 [52:47<15:20,  1.25it/s]
Batches:  52%|█████▏    | 1320/2531 [52:15<18:52,  1.07it/s]
Batches:  52%|█████▏    | 1319/2531 [51:42<18:35,  1.09it/s]
Batches:  55%|█████▍    | 1384/2531 [52:48<15:48,  1.21it/s]
Batches:  52%|█████▏    | 1321/2531 [52:16<19:03,  1.06it/s]
Batches:  52%|█████▏    | 1320/2531 [51:43<18:19,  1.10it/s]
Batches:  30%|███       | 760/2531 [51:07<1:02:28,  2.12s/it]
Batches:  52%|█████▏    | 1322/2531 [52:17<17:54,  1.13it/s]
Batches:  55%|█████▍    | 1385/2531 [52:48<16:07,  1.18it/s]
Batches:  52%|█████▏    | 1321/2531 [51:44<18:20,  1.10it/s]
Batches:  55%|█████▍    | 1386/2531 [52:49<16:21,  1.17it/s]
Batches:  52%|█████▏    | 1323/2531 [52:18<18:18,  1.10it/s]
Batches:  52%|█████▏    | 1322/2531 [51:44<18:07,  1.11it/s]
Batches:  55%|█████▍    | 1387/2531 [52:50<15:33,  1.23it/s]
Batches:  30%|███       | 761/2531 [51:09<1:02:32,  2.12s/it]
Batches:  52%|█████▏    | 1324/2531 [52:18<18:33,  1.08it/s]
Batches:  52%|█████▏    | 1323/2531 [51:46<19:03,  1.06it/s]
Batches:  55%|█████▍    | 1388/2531 [52:51<15:29,  1.23it/s]
Batches:  52%|█████▏    | 1325/2531 [52:19<18:44,  1.07it/s]
Batches:  52%|█████▏    | 1324/2531 [51:46<19:08,  1.05it/s]
Batches:  55%|█████▍    | 1389/2531 [52:52<15:44,  1.21it/s]
Batches:  52%|█████▏    | 1326/2531 [52:20<18:21,  1.09it/s]
Batches:  30%|███       | 762/2531 [51:11<1:02:05,  2.11s/it]
Batches:  55%|█████▍    | 1390/2531 [52:53<15:36,  1.22it/s]
Batches:  52%|█████▏    | 1325/2531 [51:48<19:30,  1.03it/s]
Batches:  52%|█████▏    | 1327/2531 [52:21<18:24,  1.09it/s]
Batches:  55%|█████▍    | 1391/2531 [52:53<15:47,  1.20it/s]
Batches:  52%|█████▏    | 1326/2531 [51:48<19:21,  1.04it/s]
Batches:  52%|█████▏    | 1328/2531 [52:22<17:25,  1.15it/s]
Batches:  55%|█████▍    | 1392/2531 [52:54<15:56,  1.19it/s]
Batches:  30%|███       | 763/2531 [51:13<1:02:15,  2.11s/it]
Batches:  52%|█████▏    | 1327/2531 [51:49<18:24,  1.09it/s]
Batches:  53%|█████▎    | 1329/2531 [52:23<17:47,  1.13it/s]
Batches:  55%|█████▌    | 1393/2531 [52:55<15:24,  1.23it/s]
Batches:  52%|█████▏    | 1328/2531 [51:50<18:22,  1.09it/s]
Batches:  53%|█████▎    | 1330/2531 [52:24<17:59,  1.11it/s]
Batches:  55%|█████▌    | 1394/2531 [52:56<15:02,  1.26it/s]
Batches:  53%|█████▎    | 1329/2531 [51:51<18:07,  1.11it/s]
Batches:  30%|███       | 764/2531 [51:15<1:01:57,  2.10s/it]
Batches:  55%|█████▌    | 1395/2531 [52:57<15:23,  1.23it/s]
Batches:  53%|█████▎    | 1331/2531 [52:25<18:10,  1.10it/s]
Batches:  53%|█████▎    | 1330/2531 [51:52<19:23,  1.03it/s]
Batches:  55%|█████▌    | 1396/2531 [52:57<15:11,  1.25it/s]
Batches:  53%|█████▎    | 1332/2531 [52:26<18:00,  1.11it/s]
Batches:  53%|█████▎    | 1331/2531 [51:53<18:42,  1.07it/s]
Batches:  55%|█████▌    | 1397/2531 [52:58<15:29,  1.22it/s]
Batches:  53%|█████▎    | 1333/2531 [52:27<18:07,  1.10it/s]
Batches:  30%|███       | 765/2531 [51:17<1:01:45,  2.10s/it]
Batches:  55%|█████▌    | 1398/2531 [52:59<15:14,  1.24it/s]
Batches:  53%|█████▎    | 1334/2531 [52:27<17:20,  1.15it/s]
Batches:  53%|█████▎    | 1332/2531 [51:54<19:25,  1.03it/s]
Batches:  55%|█████▌    | 1399/2531 [53:00<14:53,  1.27it/s]
Batches:  53%|█████▎    | 1333/2531 [51:55<18:25,  1.08it/s]
Batches:  53%|█████▎    | 1335/2531 [52:28<17:25,  1.14it/s]
Batches:  30%|███       | 766/2531 [51:19<1:01:28,  2.09s/it]
Batches:  55%|█████▌    | 1400/2531 [53:01<14:58,  1.26it/s]
Batches:  53%|█████▎    | 1334/2531 [51:56<18:38,  1.07it/s]
Batches:  53%|█████▎    | 1336/2531 [52:29<18:04,  1.10it/s]
Batches:  55%|█████▌    | 1401/2531 [53:01<15:27,  1.22it/s]
Batches:  53%|█████▎    | 1335/2531 [51:57<17:52,  1.12it/s]
Batches:  53%|█████▎    | 1337/2531 [52:30<17:59,  1.11it/s]
Batches:  55%|█████▌    | 1402/2531 [53:02<15:45,  1.19it/s]
Batches:  30%|███       | 767/2531 [51:22<1:00:47,  2.07s/it]
Batches:  53%|█████▎    | 1336/2531 [51:58<17:38,  1.13it/s]
Batches:  53%|█████▎    | 1338/2531 [52:31<17:05,  1.16it/s]
Batches:  55%|█████▌    | 1403/2531 [53:03<15:35,  1.21it/s]
Batches:  53%|█████▎    | 1337/2531 [51:58<17:50,  1.12it/s]
Batches:  53%|█████▎    | 1339/2531 [52:32<17:31,  1.13it/s]
Batches:  55%|█████▌    | 1404/2531 [53:04<15:44,  1.19it/s]
Batches:  53%|█████▎    | 1340/2531 [52:33<16:52,  1.18it/s]
Batches:  53%|█████▎    | 1338/2531 [51:59<17:59,  1.10it/s]
Batches:  30%|███       | 768/2531 [51:24<1:00:23,  2.06s/it]
Batches:  56%|█████▌    | 1405/2531 [53:05<15:48,  1.19it/s]
Batches:  53%|█████▎    | 1341/2531 [52:33<16:18,  1.22it/s]
Batches:  53%|█████▎    | 1339/2531 [52:00<17:43,  1.12it/s]
Batches:  56%|█████▌    | 1406/2531 [53:06<15:53,  1.18it/s]
Batches:  53%|█████▎    | 1342/2531 [52:34<15:53,  1.25it/s]
Batches:  53%|█████▎    | 1340/2531 [52:01<17:03,  1.16it/s]
Batches:  56%|█████▌    | 1407/2531 [53:07<16:15,  1.15it/s]
Batches:  30%|███       | 769/2531 [51:26<1:00:05,  2.05s/it]
Batches:  53%|█████▎    | 1343/2531 [52:35<16:58,  1.17it/s]
Batches:  53%|█████▎    | 1341/2531 [52:02<16:44,  1.18it/s]
Batches:  56%|█████▌    | 1408/2531 [53:07<15:22,  1.22it/s]
Batches:  53%|█████▎    | 1344/2531 [52:36<17:01,  1.16it/s]
Batches:  53%|█████▎    | 1342/2531 [52:03<16:55,  1.17it/s]
Batches:  56%|█████▌    | 1409/2531 [53:08<15:34,  1.20it/s]
Batches:  30%|███       | 770/2531 [51:28<59:27,  2.03s/it]  
Batches:  53%|█████▎    | 1343/2531 [52:04<16:38,  1.19it/s]
Batches:  53%|█████▎    | 1345/2531 [52:37<17:13,  1.15it/s]
Batches:  56%|█████▌    | 1410/2531 [53:09<14:55,  1.25it/s]
Batches:  53%|█████▎    | 1344/2531 [52:04<17:14,  1.15it/s]
Batches:  53%|█████▎    | 1346/2531 [52:38<17:34,  1.12it/s]
Batches:  56%|█████▌    | 1411/2531 [53:10<15:14,  1.23it/s]
Batches:  53%|█████▎    | 1345/2531 [52:05<17:19,  1.14it/s]
Batches:  53%|█████▎    | 1347/2531 [52:39<18:01,  1.10it/s]
Batches:  30%|███       | 771/2531 [51:30<59:50,  2.04s/it]
Batches:  56%|█████▌    | 1412/2531 [53:11<15:57,  1.17it/s]
Batches:  53%|█████▎    | 1346/2531 [52:06<17:31,  1.13it/s]
Batches:  53%|█████▎    | 1348/2531 [52:40<17:53,  1.10it/s]
Batches:  56%|█████▌    | 1413/2531 [53:12<15:40,  1.19it/s]
Batches:  53%|█████▎    | 1347/2531 [52:07<16:49,  1.17it/s]
Batches:  53%|█████▎    | 1349/2531 [52:40<17:07,  1.15it/s]
Batches:  56%|█████▌    | 1414/2531 [53:12<15:28,  1.20it/s]
Batches:  31%|███       | 772/2531 [51:32<59:52,  2.04s/it]
Batches:  53%|█████▎    | 1348/2531 [52:08<16:32,  1.19it/s]
Batches:  53%|█████▎    | 1350/2531 [52:41<16:26,  1.20it/s]
Batches:  56%|█████▌    | 1415/2531 [53:13<14:59,  1.24it/s]
Batches:  53%|█████▎    | 1349/2531 [52:09<17:52,  1.10it/s]
Batches:  53%|█████▎    | 1351/2531 [52:42<17:46,  1.11it/s]
Batches:  56%|█████▌    | 1416/2531 [53:14<16:21,  1.14it/s]
Batches:  31%|███       | 773/2531 [51:34<1:00:35,  2.07s/it]
Batches:  56%|█████▌    | 1417/2531 [53:15<15:45,  1.18it/s]
Batches:  53%|█████▎    | 1352/2531 [52:43<17:51,  1.10it/s]
Batches:  53%|█████▎    | 1350/2531 [52:10<18:30,  1.06it/s]
Batches:  53%|█████▎    | 1351/2531 [52:11<17:29,  1.12it/s]
Batches:  56%|█████▌    | 1418/2531 [53:16<16:09,  1.15it/s]
Batches:  53%|█████▎    | 1353/2531 [52:44<17:37,  1.11it/s]
Batches:  56%|█████▌    | 1419/2531 [53:17<16:05,  1.15it/s]
Batches:  53%|█████▎    | 1354/2531 [52:45<17:07,  1.15it/s]
Batches:  53%|█████▎    | 1352/2531 [52:12<17:55,  1.10it/s]
Batches:  31%|███       | 774/2531 [51:36<1:00:35,  2.07s/it]
Batches:  56%|█████▌    | 1420/2531 [53:17<15:25,  1.20it/s]
Batches:  54%|█████▎    | 1355/2531 [52:46<16:46,  1.17it/s]
Batches:  53%|█████▎    | 1353/2531 [52:13<17:56,  1.09it/s]
Batches:  56%|█████▌    | 1421/2531 [53:18<15:32,  1.19it/s]
Batches:  54%|█████▎    | 1356/2531 [52:47<18:00,  1.09it/s]
Batches:  53%|█████▎    | 1354/2531 [52:13<17:55,  1.09it/s]
Batches:  31%|███       | 775/2531 [51:38<59:43,  2.04s/it]  
Batches:  56%|█████▌    | 1422/2531 [53:19<15:36,  1.18it/s]
Batches:  54%|█████▎    | 1355/2531 [52:14<17:55,  1.09it/s]
Batches:  54%|█████▎    | 1357/2531 [52:48<18:12,  1.07it/s]
Batches:  56%|█████▌    | 1423/2531 [53:20<14:52,  1.24it/s]
Batches:  54%|█████▎    | 1358/2531 [52:48<17:24,  1.12it/s]
Batches:  54%|█████▎    | 1356/2531 [52:15<17:57,  1.09it/s]
Batches:  56%|█████▋    | 1424/2531 [53:21<14:32,  1.27it/s]
Batches:  31%|███       | 776/2531 [51:40<59:05,  2.02s/it]
Batches:  54%|█████▎    | 1359/2531 [52:49<16:57,  1.15it/s]
Batches:  54%|█████▎    | 1357/2531 [52:16<17:37,  1.11it/s]
Batches:  56%|█████▋    | 1425/2531 [53:21<14:30,  1.27it/s]
Batches:  54%|█████▎    | 1360/2531 [52:50<16:25,  1.19it/s]
Batches:  56%|█████▋    | 1426/2531 [53:22<14:16,  1.29it/s]
Batches:  54%|█████▎    | 1358/2531 [52:17<17:45,  1.10it/s]
Batches:  54%|█████▍    | 1361/2531 [52:51<16:32,  1.18it/s]
Batches:  56%|█████▋    | 1427/2531 [53:23<14:17,  1.29it/s]
Batches:  54%|█████▎    | 1359/2531 [52:18<16:59,  1.15it/s]
Batches:  31%|███       | 777/2531 [51:42<1:01:24,  2.10s/it]
Batches:  54%|█████▍    | 1362/2531 [52:52<16:38,  1.17it/s]
Batches:  56%|█████▋    | 1428/2531 [53:24<14:48,  1.24it/s]
Batches:  54%|█████▎    | 1360/2531 [52:19<16:24,  1.19it/s]
Batches:  54%|█████▍    | 1363/2531 [52:53<16:11,  1.20it/s]
Batches:  56%|█████▋    | 1429/2531 [53:25<15:16,  1.20it/s]
Batches:  54%|█████▍    | 1361/2531 [52:20<17:15,  1.13it/s]
Batches:  31%|███       | 778/2531 [51:44<1:00:35,  2.07s/it]
Batches:  54%|█████▍    | 1364/2531 [52:53<16:22,  1.19it/s]
Batches:  56%|█████▋    | 1430/2531 [53:25<14:40,  1.25it/s]
Batches:  54%|█████▍    | 1362/2531 [52:21<17:16,  1.13it/s]
Batches:  54%|█████▍    | 1365/2531 [52:54<16:02,  1.21it/s]
Batches:  57%|█████▋    | 1431/2531 [53:26<14:58,  1.22it/s]
Batches:  54%|█████▍    | 1363/2531 [52:21<16:48,  1.16it/s]
Batches:  54%|█████▍    | 1366/2531 [52:55<15:44,  1.23it/s]
Batches:  57%|█████▋    | 1432/2531 [53:27<14:53,  1.23it/s]
Batches:  31%|███       | 779/2531 [51:46<1:00:19,  2.07s/it]
Batches:  54%|█████▍    | 1364/2531 [52:22<16:28,  1.18it/s]
Batches:  57%|█████▋    | 1433/2531 [53:28<14:19,  1.28it/s]
Batches:  54%|█████▍    | 1367/2531 [52:56<16:25,  1.18it/s]
Batches:  54%|█████▍    | 1365/2531 [52:23<16:04,  1.21it/s]
Batches:  54%|█████▍    | 1368/2531 [52:57<16:40,  1.16it/s]
Batches:  57%|█████▋    | 1434/2531 [53:29<15:05,  1.21it/s]
Batches:  54%|█████▍    | 1366/2531 [52:24<15:47,  1.23it/s]
Batches:  31%|███       | 780/2531 [51:48<59:56,  2.05s/it]  
Batches:  57%|█████▋    | 1435/2531 [53:29<14:18,  1.28it/s]
Batches:  54%|█████▍    | 1369/2531 [52:58<17:13,  1.12it/s]
Batches:  54%|█████▍    | 1367/2531 [52:25<16:01,  1.21it/s]
Batches:  57%|█████▋    | 1436/2531 [53:30<14:13,  1.28it/s]
Batches:  54%|█████▍    | 1370/2531 [52:59<17:23,  1.11it/s]
Batches:  54%|█████▍    | 1368/2531 [52:25<16:18,  1.19it/s]
Batches:  57%|█████▋    | 1437/2531 [53:31<14:57,  1.22it/s]
Batches:  31%|███       | 781/2531 [51:50<59:12,  2.03s/it]
Batches:  54%|█████▍    | 1371/2531 [53:00<17:21,  1.11it/s]
Batches:  54%|█████▍    | 1369/2531 [52:26<16:59,  1.14it/s]
Batches:  57%|█████▋    | 1438/2531 [53:32<15:15,  1.19it/s]
Batches:  54%|█████▍    | 1372/2531 [53:00<16:42,  1.16it/s]
Batches:  54%|█████▍    | 1370/2531 [52:27<16:34,  1.17it/s]
Batches:  57%|█████▋    | 1439/2531 [53:33<15:05,  1.21it/s]
Batches:  54%|█████▍    | 1373/2531 [53:01<16:11,  1.19it/s]
Batches:  54%|█████▍    | 1371/2531 [52:28<16:03,  1.20it/s]
Batches:  31%|███       | 782/2531 [51:52<59:08,  2.03s/it]
Batches:  57%|█████▋    | 1440/2531 [53:34<15:19,  1.19it/s]
Batches:  54%|█████▍    | 1374/2531 [53:02<16:29,  1.17it/s]
Batches:  54%|█████▍    | 1372/2531 [52:29<16:34,  1.17it/s]
Batches:  57%|█████▋    | 1441/2531 [53:34<14:47,  1.23it/s]
Batches:  54%|█████▍    | 1375/2531 [53:03<16:32,  1.16it/s]
Batches:  54%|█████▍    | 1373/2531 [52:30<16:40,  1.16it/s]
Batches:  57%|█████▋    | 1442/2531 [53:35<15:00,  1.21it/s]
Batches:  31%|███       | 783/2531 [51:54<59:15,  2.03s/it]
Batches:  54%|█████▍    | 1376/2531 [53:04<16:04,  1.20it/s]
Batches:  54%|█████▍    | 1374/2531 [52:31<16:38,  1.16it/s]
Batches:  57%|█████▋    | 1443/2531 [53:36<14:22,  1.26it/s]
Batches:  54%|█████▍    | 1377/2531 [53:05<16:21,  1.18it/s]
Batches:  54%|█████▍    | 1375/2531 [52:31<16:18,  1.18it/s]
Batches:  57%|█████▋    | 1444/2531 [53:37<13:46,  1.32it/s]
Batches:  54%|█████▍    | 1378/2531 [53:05<16:08,  1.19it/s]
Batches:  54%|█████▍    | 1376/2531 [52:32<15:34,  1.24it/s]
Batches:  31%|███       | 784/2531 [51:56<1:00:19,  2.07s/it]
Batches:  57%|█████▋    | 1445/2531 [53:37<14:00,  1.29it/s]
Batches:  54%|█████▍    | 1379/2531 [53:06<15:46,  1.22it/s]
Batches:  54%|█████▍    | 1377/2531 [52:33<15:34,  1.24it/s]
Batches:  57%|█████▋    | 1446/2531 [53:38<13:54,  1.30it/s]
Batches:  54%|█████▍    | 1378/2531 [52:34<14:59,  1.28it/s]
Batches:  55%|█████▍    | 1380/2531 [53:07<15:34,  1.23it/s]
Batches:  57%|█████▋    | 1447/2531 [53:39<13:36,  1.33it/s]
Batches:  54%|█████▍    | 1379/2531 [52:34<14:48,  1.30it/s]
Batches:  31%|███       | 785/2531 [51:59<1:01:08,  2.10s/it]
Batches:  55%|█████▍    | 1381/2531 [53:08<15:56,  1.20it/s]
Batches:  57%|█████▋    | 1448/2531 [53:40<14:09,  1.27it/s]
Batches:  55%|█████▍    | 1380/2531 [52:35<14:48,  1.30it/s]
Batches:  55%|█████▍    | 1382/2531 [53:09<15:20,  1.25it/s]
Batches:  57%|█████▋    | 1449/2531 [53:41<14:07,  1.28it/s]
Batches:  55%|█████▍    | 1381/2531 [52:36<15:26,  1.24it/s]
Batches:  55%|█████▍    | 1383/2531 [53:09<15:48,  1.21it/s]
Batches:  57%|█████▋    | 1450/2531 [53:42<14:52,  1.21it/s]
Batches:  31%|███       | 786/2531 [52:01<1:00:38,  2.08s/it]
Batches:  55%|█████▍    | 1384/2531 [53:10<15:31,  1.23it/s]
Batches:  57%|█████▋    | 1451/2531 [53:42<14:05,  1.28it/s]
Batches:  55%|█████▍    | 1382/2531 [52:37<16:26,  1.17it/s]
Batches:  55%|█████▍    | 1385/2531 [53:11<14:58,  1.28it/s]
Batches:  57%|█████▋    | 1452/2531 [53:43<13:52,  1.30it/s]
Batches:  55%|█████▍    | 1383/2531 [52:38<15:56,  1.20it/s]
Batches:  57%|█████▋    | 1453/2531 [53:44<13:43,  1.31it/s]
Batches:  55%|█████▍    | 1386/2531 [53:12<15:32,  1.23it/s]
Batches:  55%|█████▍    | 1384/2531 [52:39<15:25,  1.24it/s]
Batches:  31%|███       | 787/2531 [52:03<1:01:42,  2.12s/it]
Batches:  55%|█████▍    | 1387/2531 [53:13<15:19,  1.24it/s]
Batches:  55%|█████▍    | 1385/2531 [52:39<15:43,  1.21it/s]
Batches:  57%|█████▋    | 1454/2531 [53:45<14:45,  1.22it/s]
Batches:  55%|█████▍    | 1388/2531 [53:13<15:13,  1.25it/s]
Batches:  55%|█████▍    | 1386/2531 [52:40<15:06,  1.26it/s]
Batches:  57%|█████▋    | 1455/2531 [53:46<15:05,  1.19it/s]
Batches:  31%|███       | 788/2531 [52:05<1:00:48,  2.09s/it]
Batches:  55%|█████▍    | 1389/2531 [53:14<14:48,  1.29it/s]
Batches:  58%|█████▊    | 1456/2531 [53:46<14:14,  1.26it/s]
Batches:  55%|█████▍    | 1387/2531 [52:41<15:51,  1.20it/s]
Batches:  55%|█████▍    | 1390/2531 [53:15<15:19,  1.24it/s]
Batches:  58%|█████▊    | 1457/2531 [53:47<14:40,  1.22it/s]
Batches:  55%|█████▍    | 1388/2531 [52:42<15:59,  1.19it/s]
Batches:  55%|█████▍    | 1391/2531 [53:16<15:49,  1.20it/s]
Batches:  58%|█████▊    | 1458/2531 [53:48<14:35,  1.23it/s]
Batches:  55%|█████▍    | 1389/2531 [52:43<15:36,  1.22it/s]
Batches:  31%|███       | 789/2531 [52:07<1:00:09,  2.07s/it]
Batches:  55%|█████▍    | 1390/2531 [52:43<14:49,  1.28it/s]
Batches:  58%|█████▊    | 1459/2531 [53:49<14:04,  1.27it/s]
Batches:  55%|█████▍    | 1392/2531 [53:17<16:06,  1.18it/s]
Batches:  58%|█████▊    | 1460/2531 [53:49<13:40,  1.31it/s]
Batches:  55%|█████▌    | 1393/2531 [53:18<15:24,  1.23it/s]
Batches:  55%|█████▍    | 1391/2531 [52:44<15:16,  1.24it/s]
Batches:  31%|███       | 790/2531 [52:09<59:41,  2.06s/it]  
Batches:  58%|█████▊    | 1461/2531 [53:50<13:43,  1.30it/s]
Batches:  55%|█████▍    | 1392/2531 [52:45<15:05,  1.26it/s]
Batches:  55%|█████▌    | 1394/2531 [53:18<15:42,  1.21it/s]
Batches:  58%|█████▊    | 1462/2531 [53:51<14:16,  1.25it/s]
Batches:  55%|█████▌    | 1395/2531 [53:19<15:37,  1.21it/s]
Batches:  55%|█████▌    | 1393/2531 [52:46<15:35,  1.22it/s]
Batches:  58%|█████▊    | 1463/2531 [53:52<14:08,  1.26it/s]
Batches:  55%|█████▌    | 1394/2531 [52:47<15:29,  1.22it/s]
Batches:  31%|███▏      | 791/2531 [52:11<59:21,  2.05s/it]
Batches:  55%|█████▌    | 1396/2531 [53:20<16:08,  1.17it/s]
Batches:  58%|█████▊    | 1464/2531 [53:52<13:21,  1.33it/s]
Batches:  55%|█████▌    | 1395/2531 [52:48<16:01,  1.18it/s]
Batches:  55%|█████▌    | 1397/2531 [53:21<16:42,  1.13it/s]
Batches:  58%|█████▊    | 1465/2531 [53:53<14:13,  1.25it/s]
Batches:  55%|█████▌    | 1396/2531 [52:48<15:36,  1.21it/s]
Batches:  55%|█████▌    | 1398/2531 [53:22<16:35,  1.14it/s]
Batches:  58%|█████▊    | 1466/2531 [53:54<13:33,  1.31it/s]
Batches:  31%|███▏      | 792/2531 [52:13<1:01:14,  2.11s/it]
Batches:  55%|█████▌    | 1397/2531 [52:49<15:46,  1.20it/s]
Batches:  58%|█████▊    | 1467/2531 [53:55<13:27,  1.32it/s]
Batches:  55%|█████▌    | 1399/2531 [53:23<16:52,  1.12it/s]
Batches:  55%|█████▌    | 1398/2531 [52:50<15:36,  1.21it/s]
Batches:  55%|█████▌    | 1400/2531 [53:24<16:48,  1.12it/s]
Batches:  58%|█████▊    | 1468/2531 [53:56<14:25,  1.23it/s]
Batches:  55%|█████▌    | 1399/2531 [52:51<16:09,  1.17it/s]
Batches:  31%|███▏      | 793/2531 [52:15<1:00:25,  2.09s/it]
Batches:  55%|█████▌    | 1401/2531 [53:25<16:39,  1.13it/s]
Batches:  58%|█████▊    | 1469/2531 [53:57<14:44,  1.20it/s]
Batches:  55%|█████▌    | 1400/2531 [52:52<15:44,  1.20it/s]
Batches:  58%|█████▊    | 1470/2531 [53:57<14:05,  1.26it/s]
Batches:  55%|█████▌    | 1402/2531 [53:26<17:06,  1.10it/s]
Batches:  55%|█████▌    | 1401/2531 [52:53<15:33,  1.21it/s]
Batches:  58%|█████▊    | 1471/2531 [53:58<14:29,  1.22it/s]
Batches:  55%|█████▌    | 1403/2531 [53:27<17:00,  1.11it/s]
Batches:  31%|███▏      | 794/2531 [52:17<1:00:38,  2.09s/it]
Batches:  55%|█████▌    | 1402/2531 [52:54<16:13,  1.16it/s]
Batches:  58%|█████▊    | 1472/2531 [53:59<13:55,  1.27it/s]
Batches:  55%|█████▌    | 1404/2531 [53:27<16:55,  1.11it/s]
Batches:  58%|█████▊    | 1473/2531 [54:00<13:51,  1.27it/s]
Batches:  55%|█████▌    | 1403/2531 [52:55<16:45,  1.12it/s]
Batches:  56%|█████▌    | 1405/2531 [53:28<16:13,  1.16it/s]
Batches:  31%|███▏      | 795/2531 [52:19<59:58,  2.07s/it]  
Batches:  58%|█████▊    | 1474/2531 [54:01<14:22,  1.23it/s]
Batches:  55%|█████▌    | 1404/2531 [52:55<16:33,  1.13it/s]
Batches:  56%|█████▌    | 1406/2531 [53:29<16:19,  1.15it/s]
Batches:  58%|█████▊    | 1475/2531 [54:01<13:49,  1.27it/s]
Batches:  56%|█████▌    | 1405/2531 [52:56<17:30,  1.07it/s]
Batches:  56%|█████▌    | 1407/2531 [53:30<15:39,  1.20it/s]
Batches:  58%|█████▊    | 1476/2531 [54:02<14:29,  1.21it/s]
Batches:  56%|█████▌    | 1406/2531 [52:57<16:19,  1.15it/s]
Batches:  31%|███▏      | 796/2531 [52:21<59:05,  2.04s/it]
Batches:  56%|█████▌    | 1408/2531 [53:31<15:48,  1.18it/s]
Batches:  58%|█████▊    | 1477/2531 [54:03<14:45,  1.19it/s]
Batches:  56%|█████▌    | 1407/2531 [52:58<15:36,  1.20it/s]
Batches:  56%|█████▌    | 1409/2531 [53:31<15:25,  1.21it/s]
Batches:  58%|█████▊    | 1478/2531 [54:04<14:27,  1.21it/s]
Batches:  56%|█████▌    | 1408/2531 [52:59<15:27,  1.21it/s]
Batches:  56%|█████▌    | 1410/2531 [53:32<14:53,  1.26it/s]
Batches:  31%|███▏      | 797/2531 [52:23<58:33,  2.03s/it]
Batches:  58%|█████▊    | 1479/2531 [54:05<13:43,  1.28it/s]
Batches:  56%|█████▌    | 1409/2531 [53:00<15:20,  1.22it/s]
Batches:  56%|█████▌    | 1411/2531 [53:33<14:38,  1.27it/s]
Batches:  58%|█████▊    | 1480/2531 [54:05<13:22,  1.31it/s]
Batches:  56%|█████▌    | 1412/2531 [53:34<14:16,  1.31it/s]
Batches:  56%|█████▌    | 1410/2531 [53:00<15:41,  1.19it/s]
Batches:  59%|█████▊    | 1481/2531 [54:06<13:05,  1.34it/s]
Batches:  56%|█████▌    | 1413/2531 [53:34<14:21,  1.30it/s]
Batches:  56%|█████▌    | 1411/2531 [53:01<15:48,  1.18it/s]
Batches:  32%|███▏      | 798/2531 [52:25<59:16,  2.05s/it]
Batches:  59%|█████▊    | 1482/2531 [54:07<14:07,  1.24it/s]
Batches:  56%|█████▌    | 1414/2531 [53:35<14:22,  1.29it/s]
Batches:  56%|█████▌    | 1412/2531 [53:02<15:23,  1.21it/s]
Batches:  59%|█████▊    | 1483/2531 [54:08<13:58,  1.25it/s]
Batches:  56%|█████▌    | 1413/2531 [53:03<14:56,  1.25it/s]
Batches:  56%|█████▌    | 1415/2531 [53:36<15:03,  1.24it/s]
Batches:  59%|█████▊    | 1484/2531 [54:08<13:48,  1.26it/s]
Batches:  32%|███▏      | 799/2531 [52:27<59:24,  2.06s/it]
Batches:  56%|█████▌    | 1414/2531 [53:04<14:36,  1.27it/s]
Batches:  56%|█████▌    | 1416/2531 [53:37<14:44,  1.26it/s]
Batches:  59%|█████▊    | 1485/2531 [54:09<14:07,  1.23it/s]
Batches:  56%|█████▌    | 1415/2531 [53:04<14:23,  1.29it/s]
Batches:  56%|█████▌    | 1417/2531 [53:38<14:42,  1.26it/s]
Batches:  59%|█████▊    | 1486/2531 [54:10<13:55,  1.25it/s]
Batches:  56%|█████▌    | 1416/2531 [53:05<14:02,  1.32it/s]
Batches:  56%|█████▌    | 1418/2531 [53:39<14:50,  1.25it/s]
Batches:  32%|███▏      | 800/2531 [52:29<58:45,  2.04s/it]
Batches:  59%|█████▉    | 1487/2531 [54:11<13:46,  1.26it/s]
Batches:  56%|█████▌    | 1417/2531 [53:06<14:10,  1.31it/s]
Batches:  56%|█████▌    | 1419/2531 [53:39<14:42,  1.26it/s]
Batches:  59%|█████▉    | 1488/2531 [54:12<13:12,  1.32it/s]
Batches:  56%|█████▌    | 1418/2531 [53:07<13:56,  1.33it/s]
Batches:  56%|█████▌    | 1420/2531 [53:40<14:20,  1.29it/s]
Batches:  59%|█████▉    | 1489/2531 [54:12<12:38,  1.37it/s]
Batches:  32%|███▏      | 801/2531 [52:31<58:30,  2.03s/it]
Batches:  56%|█████▌    | 1421/2531 [53:41<14:24,  1.28it/s]
Batches:  56%|█████▌    | 1419/2531 [53:08<15:23,  1.20it/s]
Batches:  59%|█████▉    | 1490/2531 [54:13<12:33,  1.38it/s]
Batches:  56%|█████▌    | 1422/2531 [53:42<14:27,  1.28it/s]
Batches:  56%|█████▌    | 1420/2531 [53:09<16:06,  1.15it/s]
Batches:  59%|█████▉    | 1491/2531 [54:14<12:50,  1.35it/s]
Batches:  59%|█████▉    | 1492/2531 [54:14<12:58,  1.33it/s]
Batches:  56%|█████▌    | 1423/2531 [53:43<15:46,  1.17it/s]
Batches:  56%|█████▌    | 1421/2531 [53:09<16:07,  1.15it/s]
Batches:  32%|███▏      | 802/2531 [52:33<58:26,  2.03s/it]
Batches:  59%|█████▉    | 1493/2531 [54:15<12:46,  1.35it/s]
Batches:  56%|█████▋    | 1424/2531 [53:43<15:33,  1.19it/s]
Batches:  56%|█████▌    | 1422/2531 [53:10<16:03,  1.15it/s]
Batches:  59%|█████▉    | 1494/2531 [54:16<12:26,  1.39it/s]
Batches:  56%|█████▌    | 1423/2531 [53:11<15:04,  1.22it/s]
Batches:  56%|█████▋    | 1425/2531 [53:44<15:50,  1.16it/s]
Batches:  32%|███▏      | 803/2531 [52:36<58:35,  2.03s/it]
Batches:  59%|█████▉    | 1495/2531 [54:17<13:46,  1.25it/s]
Batches:  56%|█████▋    | 1424/2531 [53:12<14:51,  1.24it/s]
Batches:  56%|█████▋    | 1426/2531 [53:45<15:06,  1.22it/s]
Batches:  59%|█████▉    | 1496/2531 [54:18<13:19,  1.29it/s]
Batches:  56%|█████▋    | 1425/2531 [53:12<14:31,  1.27it/s]
Batches:  56%|█████▋    | 1427/2531 [53:46<15:38,  1.18it/s]
Batches:  59%|█████▉    | 1497/2531 [54:18<13:00,  1.33it/s]
Batches:  56%|█████▋    | 1426/2531 [53:13<13:57,  1.32it/s]
Batches:  32%|███▏      | 804/2531 [52:38<58:01,  2.02s/it]
Batches:  56%|█████▋    | 1428/2531 [53:47<15:43,  1.17it/s]
Batches:  59%|█████▉    | 1498/2531 [54:19<12:48,  1.34it/s]
Batches:  56%|█████▋    | 1427/2531 [53:14<13:44,  1.34it/s]
Batches:  56%|█████▋    | 1429/2531 [53:48<14:57,  1.23it/s]
Batches:  59%|█████▉    | 1499/2531 [54:20<12:37,  1.36it/s]
Batches:  56%|█████▋    | 1428/2531 [53:15<13:55,  1.32it/s]
Batches:  56%|█████▋    | 1430/2531 [53:48<14:25,  1.27it/s]
Batches:  32%|███▏      | 805/2531 [52:39<57:08,  1.99s/it]
Batches:  59%|█████▉    | 1500/2531 [54:21<13:15,  1.30it/s]
Batches:  56%|█████▋    | 1429/2531 [53:15<14:00,  1.31it/s]
Batches:  57%|█████▋    | 1431/2531 [53:49<14:25,  1.27it/s]
Batches:  59%|█████▉    | 1501/2531 [54:21<13:17,  1.29it/s]
Batches:  56%|█████▋    | 1430/2531 [53:16<15:04,  1.22it/s]
Batches:  57%|█████▋    | 1432/2531 [53:50<14:34,  1.26it/s]
Batches:  59%|█████▉    | 1502/2531 [54:22<12:39,  1.36it/s]
Batches:  57%|█████▋    | 1431/2531 [53:17<14:31,  1.26it/s]
Batches:  57%|█████▋    | 1433/2531 [53:51<14:27,  1.26it/s]
Batches:  32%|███▏      | 806/2531 [52:42<57:58,  2.02s/it]
Batches:  59%|█████▉    | 1503/2531 [54:23<12:41,  1.35it/s]
Batches:  57%|█████▋    | 1432/2531 [53:18<14:26,  1.27it/s]
Batches:  57%|█████▋    | 1434/2531 [53:51<14:03,  1.30it/s]
Batches:  59%|█████▉    | 1504/2531 [54:23<12:23,  1.38it/s]
Batches:  57%|█████▋    | 1433/2531 [53:19<14:12,  1.29it/s]
Batches:  57%|█████▋    | 1435/2531 [53:52<14:08,  1.29it/s]
Batches:  59%|█████▉    | 1505/2531 [54:24<13:20,  1.28it/s]
Batches:  57%|█████▋    | 1434/2531 [53:19<13:39,  1.34it/s]
Batches:  32%|███▏      | 807/2531 [52:44<57:41,  2.01s/it]
Batches:  57%|█████▋    | 1436/2531 [53:53<13:49,  1.32it/s]
Batches:  60%|█████▉    | 1506/2531 [54:25<12:41,  1.35it/s]
Batches:  57%|█████▋    | 1435/2531 [53:20<13:47,  1.32it/s]
Batches:  57%|█████▋    | 1437/2531 [53:54<14:31,  1.26it/s]
Batches:  60%|█████▉    | 1507/2531 [54:26<13:15,  1.29it/s]
Batches:  57%|█████▋    | 1436/2531 [53:21<13:55,  1.31it/s]
Batches:  57%|█████▋    | 1438/2531 [53:55<14:16,  1.28it/s]
Batches:  60%|█████▉    | 1508/2531 [54:27<12:45,  1.34it/s]
Batches:  32%|███▏      | 808/2531 [52:46<57:59,  2.02s/it]
Batches:  57%|█████▋    | 1437/2531 [53:22<13:57,  1.31it/s]
Batches:  60%|█████▉    | 1509/2531 [54:27<12:25,  1.37it/s]
Batches:  57%|█████▋    | 1439/2531 [53:55<14:49,  1.23it/s]
Batches:  57%|█████▋    | 1438/2531 [53:22<14:10,  1.29it/s]
Batches:  60%|█████▉    | 1510/2531 [54:28<12:30,  1.36it/s]
Batches:  57%|█████▋    | 1440/2531 [53:56<14:49,  1.23it/s]
Batches:  57%|█████▋    | 1439/2531 [53:23<14:19,  1.27it/s]
Batches:  32%|███▏      | 809/2531 [52:47<57:01,  1.99s/it]
Batches:  57%|█████▋    | 1441/2531 [53:57<14:17,  1.27it/s]
Batches:  60%|█████▉    | 1511/2531 [54:29<13:23,  1.27it/s]
Batches:  57%|█████▋    | 1440/2531 [53:24<14:13,  1.28it/s]
Batches:  60%|█████▉    | 1512/2531 [54:30<12:41,  1.34it/s]
Batches:  57%|█████▋    | 1442/2531 [53:58<13:58,  1.30it/s]
Batches:  57%|█████▋    | 1441/2531 [53:25<13:50,  1.31it/s]
Batches:  60%|█████▉    | 1513/2531 [54:30<13:22,  1.27it/s]
Batches:  57%|█████▋    | 1443/2531 [53:59<15:01,  1.21it/s]
Batches:  32%|███▏      | 810/2531 [52:49<56:52,  1.98s/it]
Batches:  57%|█████▋    | 1442/2531 [53:25<13:33,  1.34it/s]
Batches:  60%|█████▉    | 1514/2531 [54:31<12:48,  1.32it/s]
Batches:  57%|█████▋    | 1444/2531 [53:59<14:28,  1.25it/s]
Batches:  57%|█████▋    | 1443/2531 [53:26<13:44,  1.32it/s]
Batches:  60%|█████▉    | 1515/2531 [54:32<13:27,  1.26it/s]
Batches:  57%|█████▋    | 1445/2531 [54:00<14:50,  1.22it/s]
Batches:  57%|█████▋    | 1444/2531 [53:27<13:40,  1.33it/s]
Batches:  32%|███▏      | 811/2531 [52:51<57:24,  2.00s/it]
Batches:  60%|█████▉    | 1516/2531 [54:33<12:50,  1.32it/s]
Batches:  57%|█████▋    | 1446/2531 [54:01<14:27,  1.25it/s]
Batches:  57%|█████▋    | 1445/2531 [53:28<14:31,  1.25it/s]
Batches:  60%|█████▉    | 1517/2531 [54:34<13:25,  1.26it/s]
Batches:  57%|█████▋    | 1447/2531 [54:02<14:19,  1.26it/s]
Batches:  57%|█████▋    | 1446/2531 [53:29<14:20,  1.26it/s]
Batches:  60%|█████▉    | 1518/2531 [54:34<13:43,  1.23it/s]
Batches:  57%|█████▋    | 1448/2531 [54:03<14:17,  1.26it/s]
Batches:  57%|█████▋    | 1447/2531 [53:30<14:42,  1.23it/s]
Batches:  32%|███▏      | 812/2531 [52:54<59:16,  2.07s/it]
Batches:  60%|██████    | 1519/2531 [54:35<13:12,  1.28it/s]
Batches:  57%|█████▋    | 1449/2531 [54:03<14:46,  1.22it/s]
Batches:  57%|█████▋    | 1448/2531 [53:30<14:30,  1.24it/s]
Batches:  60%|██████    | 1520/2531 [54:36<13:01,  1.29it/s]
Batches:  57%|█████▋    | 1450/2531 [54:04<15:00,  1.20it/s]
Batches:  57%|█████▋    | 1449/2531 [53:31<14:20,  1.26it/s]
Batches:  60%|██████    | 1521/2531 [54:37<12:42,  1.32it/s]
Batches:  32%|███▏      | 813/2531 [52:56<59:44,  2.09s/it]
Batches:  57%|█████▋    | 1450/2531 [53:32<13:55,  1.29it/s]
Batches:  57%|█████▋    | 1451/2531 [54:05<15:28,  1.16it/s]
Batches:  60%|██████    | 1522/2531 [54:37<12:47,  1.32it/s]
Batches:  57%|█████▋    | 1451/2531 [53:33<14:21,  1.25it/s]
Batches:  57%|█████▋    | 1452/2531 [54:06<15:04,  1.19it/s]
Batches:  60%|██████    | 1523/2531 [54:38<12:23,  1.35it/s]
Batches:  57%|█████▋    | 1452/2531 [53:33<14:23,  1.25it/s]
Batches:  60%|██████    | 1524/2531 [54:39<13:04,  1.28it/s]
Batches:  57%|█████▋    | 1453/2531 [54:07<16:17,  1.10it/s]
Batches:  32%|███▏      | 814/2531 [52:58<59:55,  2.09s/it]
Batches:  57%|█████▋    | 1453/2531 [53:34<14:50,  1.21it/s]
Batches:  60%|██████    | 1525/2531 [54:40<12:45,  1.31it/s]
Batches:  57%|█████▋    | 1454/2531 [54:08<16:03,  1.12it/s]
Batches:  60%|██████    | 1526/2531 [54:40<12:20,  1.36it/s]
Batches:  57%|█████▋    | 1454/2531 [53:35<15:05,  1.19it/s]
Batches:  57%|█████▋    | 1455/2531 [54:09<14:57,  1.20it/s]
Batches:  60%|██████    | 1527/2531 [54:41<12:03,  1.39it/s]
Batches:  32%|███▏      | 815/2531 [53:00<59:17,  2.07s/it]
Batches:  57%|█████▋    | 1455/2531 [53:36<14:42,  1.22it/s]
Batches:  58%|█████▊    | 1456/2531 [54:10<15:16,  1.17it/s]
Batches:  60%|██████    | 1528/2531 [54:42<11:50,  1.41it/s]
Batches:  58%|█████▊    | 1456/2531 [53:37<14:26,  1.24it/s]
Batches:  58%|█████▊    | 1457/2531 [54:10<14:55,  1.20it/s]
Batches:  60%|██████    | 1529/2531 [54:42<12:19,  1.35it/s]
Batches:  58%|█████▊    | 1457/2531 [53:38<15:11,  1.18it/s]
Batches:  32%|███▏      | 816/2531 [53:02<58:14,  2.04s/it]
Batches:  58%|█████▊    | 1458/2531 [54:11<15:07,  1.18it/s]
Batches:  60%|██████    | 1530/2531 [54:43<12:11,  1.37it/s]
Batches:  58%|█████▊    | 1458/2531 [53:39<15:18,  1.17it/s]
Batches:  58%|█████▊    | 1459/2531 [54:12<15:19,  1.17it/s]
Batches:  60%|██████    | 1531/2531 [54:44<12:57,  1.29it/s]
Batches:  58%|█████▊    | 1459/2531 [53:39<15:24,  1.16it/s]
Batches:  58%|█████▊    | 1460/2531 [54:13<14:26,  1.24it/s]
Batches:  61%|██████    | 1532/2531 [54:45<13:05,  1.27it/s]
Batches:  32%|███▏      | 817/2531 [53:04<57:06,  2.00s/it]
Batches:  58%|█████▊    | 1460/2531 [53:40<15:28,  1.15it/s]
Batches:  58%|█████▊    | 1461/2531 [54:14<14:49,  1.20it/s]
Batches:  61%|██████    | 1533/2531 [54:46<12:43,  1.31it/s]
Batches:  58%|█████▊    | 1461/2531 [53:41<14:38,  1.22it/s]
Batches:  58%|█████▊    | 1462/2531 [54:14<14:34,  1.22it/s]
Batches:  61%|██████    | 1534/2531 [54:46<12:44,  1.30it/s]
Batches:  58%|█████▊    | 1462/2531 [53:42<14:06,  1.26it/s]
Batches:  32%|███▏      | 818/2531 [53:06<57:30,  2.01s/it]
Batches:  58%|█████▊    | 1463/2531 [54:15<14:20,  1.24it/s]
Batches:  61%|██████    | 1535/2531 [54:47<12:47,  1.30it/s]
Batches:  58%|█████▊    | 1463/2531 [53:43<14:32,  1.22it/s]
Batches:  61%|██████    | 1536/2531 [54:48<12:57,  1.28it/s]
Batches:  58%|█████▊    | 1464/2531 [54:16<14:40,  1.21it/s]
Batches:  58%|█████▊    | 1464/2531 [53:43<13:50,  1.29it/s]
Batches:  61%|██████    | 1537/2531 [54:49<12:28,  1.33it/s]
Batches:  58%|█████▊    | 1465/2531 [54:17<14:58,  1.19it/s]
Batches:  32%|███▏      | 819/2531 [53:08<58:24,  2.05s/it]
Batches:  58%|█████▊    | 1465/2531 [53:44<13:31,  1.31it/s]
Batches:  61%|██████    | 1538/2531 [54:49<12:05,  1.37it/s]
Batches:  58%|█████▊    | 1466/2531 [54:18<15:10,  1.17it/s]
Batches:  58%|█████▊    | 1466/2531 [53:45<13:45,  1.29it/s]
Batches:  61%|██████    | 1539/2531 [54:50<12:50,  1.29it/s]
Batches:  58%|█████▊    | 1467/2531 [54:19<14:18,  1.24it/s]
Batches:  58%|█████▊    | 1467/2531 [53:46<14:16,  1.24it/s]
Batches:  61%|██████    | 1540/2531 [54:51<13:33,  1.22it/s]
Batches:  32%|███▏      | 820/2531 [53:10<58:35,  2.05s/it]
Batches:  58%|█████▊    | 1468/2531 [54:19<14:41,  1.21it/s]
Batches:  58%|█████▊    | 1468/2531 [53:46<13:49,  1.28it/s]
Batches:  61%|██████    | 1541/2531 [54:52<13:42,  1.20it/s]
Batches:  58%|█████▊    | 1469/2531 [54:20<14:16,  1.24it/s]
Batches:  58%|█████▊    | 1469/2531 [53:47<13:48,  1.28it/s]
Batches:  58%|█████▊    | 1470/2531 [54:21<13:47,  1.28it/s]
Batches:  61%|██████    | 1542/2531 [54:53<14:15,  1.16it/s]
Batches:  32%|███▏      | 821/2531 [53:12<58:49,  2.06s/it]
Batches:  58%|█████▊    | 1470/2531 [53:48<14:30,  1.22it/s]
Batches:  58%|█████▊    | 1471/2531 [54:22<13:19,  1.33it/s]
Batches:  61%|██████    | 1543/2531 [54:54<13:49,  1.19it/s]
Batches:  58%|█████▊    | 1471/2531 [53:49<13:58,  1.26it/s]
Batches:  58%|█████▊    | 1472/2531 [54:22<13:10,  1.34it/s]
Batches:  61%|██████    | 1544/2531 [54:54<12:41,  1.30it/s]
Batches:  58%|█████▊    | 1472/2531 [53:50<14:02,  1.26it/s]
Batches:  61%|██████    | 1545/2531 [54:55<12:05,  1.36it/s]
Batches:  58%|█████▊    | 1473/2531 [54:23<13:13,  1.33it/s]
Batches:  32%|███▏      | 822/2531 [53:14<57:47,  2.03s/it]
Batches:  58%|█████▊    | 1473/2531 [53:50<13:24,  1.31it/s]
Batches:  58%|█████▊    | 1474/2531 [54:24<13:25,  1.31it/s]
Batches:  61%|██████    | 1546/2531 [54:56<12:40,  1.29it/s]
Batches:  58%|█████▊    | 1474/2531 [53:51<14:00,  1.26it/s]
Batches:  58%|█████▊    | 1475/2531 [54:25<13:41,  1.29it/s]
Batches:  61%|██████    | 1547/2531 [54:57<12:39,  1.29it/s]
Batches:  58%|█████▊    | 1475/2531 [53:52<13:55,  1.26it/s]
Batches:  58%|█████▊    | 1476/2531 [54:25<13:10,  1.33it/s]
Batches:  61%|██████    | 1548/2531 [54:57<12:12,  1.34it/s]
Batches:  33%|███▎      | 823/2531 [53:16<59:25,  2.09s/it]
Batches:  58%|█████▊    | 1477/2531 [54:26<12:53,  1.36it/s]
Batches:  61%|██████    | 1549/2531 [54:58<12:14,  1.34it/s]
Batches:  58%|█████▊    | 1476/2531 [53:53<14:15,  1.23it/s]
Batches:  58%|█████▊    | 1478/2531 [54:27<12:40,  1.39it/s]
Batches:  61%|██████    | 1550/2531 [54:59<12:06,  1.35it/s]
Batches:  58%|█████▊    | 1477/2531 [53:54<14:02,  1.25it/s]
Batches:  33%|███▎      | 824/2531 [53:18<58:30,  2.06s/it]
Batches:  61%|██████▏   | 1551/2531 [55:00<12:08,  1.35it/s]
Batches:  58%|█████▊    | 1478/2531 [53:54<13:37,  1.29it/s]
Batches:  58%|█████▊    | 1479/2531 [54:28<13:41,  1.28it/s]
Batches:  58%|█████▊    | 1480/2531 [54:28<13:24,  1.31it/s]
Batches:  58%|█████▊    | 1479/2531 [53:55<13:28,  1.30it/s]
Batches:  61%|██████▏   | 1552/2531 [55:00<12:46,  1.28it/s]
Batches:  58%|█████▊    | 1480/2531 [53:56<13:22,  1.31it/s]
Batches:  59%|█████▊    | 1481/2531 [54:29<14:23,  1.22it/s]
Batches:  61%|██████▏   | 1553/2531 [55:01<13:32,  1.20it/s]
Batches:  33%|███▎      | 825/2531 [53:20<57:33,  2.02s/it]
Batches:  59%|█████▊    | 1481/2531 [53:57<12:46,  1.37it/s]
Batches:  59%|█████▊    | 1482/2531 [54:30<14:08,  1.24it/s]
Batches:  61%|██████▏   | 1554/2531 [55:02<13:07,  1.24it/s]
Batches:  59%|█████▊    | 1482/2531 [53:57<12:39,  1.38it/s]
Batches:  59%|█████▊    | 1483/2531 [54:31<13:42,  1.27it/s]
Batches:  61%|██████▏   | 1555/2531 [55:03<12:42,  1.28it/s]
Batches:  59%|█████▊    | 1483/2531 [53:58<13:20,  1.31it/s]
Batches:  61%|██████▏   | 1556/2531 [55:03<12:14,  1.33it/s]
Batches:  33%|███▎      | 826/2531 [53:22<58:15,  2.05s/it]
Batches:  59%|█████▊    | 1484/2531 [54:32<13:32,  1.29it/s]
Batches:  59%|█████▊    | 1484/2531 [53:59<13:06,  1.33it/s]
Batches:  62%|██████▏   | 1557/2531 [55:04<12:52,  1.26it/s]
Batches:  59%|█████▊    | 1485/2531 [54:33<14:05,  1.24it/s]
Batches:  59%|█████▊    | 1485/2531 [54:00<13:48,  1.26it/s]
Batches:  62%|██████▏   | 1558/2531 [55:05<12:54,  1.26it/s]
Batches:  59%|█████▊    | 1486/2531 [54:33<14:22,  1.21it/s]
Batches:  33%|███▎      | 827/2531 [53:24<58:32,  2.06s/it]
Batches:  59%|█████▊    | 1486/2531 [54:00<13:21,  1.30it/s]
Batches:  62%|██████▏   | 1559/2531 [55:06<12:39,  1.28it/s]
Batches:  59%|█████▉    | 1487/2531 [54:34<14:51,  1.17it/s]
Batches:  59%|█████▉    | 1487/2531 [54:01<14:51,  1.17it/s]
Batches:  62%|██████▏   | 1560/2531 [55:07<13:09,  1.23it/s]
Batches:  59%|█████▉    | 1488/2531 [54:35<14:30,  1.20it/s]
Batches:  59%|█████▉    | 1488/2531 [54:02<14:17,  1.22it/s]
Batches:  62%|██████▏   | 1561/2531 [55:08<12:41,  1.27it/s]
Batches:  33%|███▎      | 828/2531 [53:27<59:35,  2.10s/it]
Batches:  59%|█████▉    | 1489/2531 [54:36<14:48,  1.17it/s]
Batches:  59%|█████▉    | 1489/2531 [54:03<13:34,  1.28it/s]
Batches:  62%|██████▏   | 1562/2531 [55:08<12:21,  1.31it/s]
Batches:  59%|█████▉    | 1490/2531 [54:37<14:06,  1.23it/s]
Batches:  59%|█████▉    | 1490/2531 [54:04<13:58,  1.24it/s]
Batches:  62%|██████▏   | 1563/2531 [55:09<12:33,  1.29it/s]
Batches:  59%|█████▉    | 1491/2531 [54:38<13:57,  1.24it/s]
Batches:  33%|███▎      | 829/2531 [53:29<58:15,  2.05s/it]
Batches:  62%|██████▏   | 1564/2531 [55:10<12:30,  1.29it/s]
Batches:  59%|█████▉    | 1491/2531 [54:05<14:23,  1.20it/s]
Batches:  59%|█████▉    | 1492/2531 [54:38<13:49,  1.25it/s]
Batches:  59%|█████▉    | 1492/2531 [54:05<13:48,  1.25it/s]
Batches:  62%|██████▏   | 1565/2531 [55:11<12:29,  1.29it/s]
Batches:  59%|█████▉    | 1493/2531 [54:39<14:10,  1.22it/s]
Batches:  59%|█████▉    | 1493/2531 [54:06<12:52,  1.34it/s]
Batches:  62%|██████▏   | 1566/2531 [55:11<12:03,  1.33it/s]
Batches:  33%|███▎      | 830/2531 [53:31<57:31,  2.03s/it]
Batches:  59%|█████▉    | 1494/2531 [54:40<13:31,  1.28it/s]
Batches:  62%|██████▏   | 1567/2531 [55:12<12:08,  1.32it/s]
Batches:  59%|█████▉    | 1494/2531 [54:07<13:32,  1.28it/s]
Batches:  59%|█████▉    | 1495/2531 [54:41<14:01,  1.23it/s]
Batches:  62%|██████▏   | 1568/2531 [55:13<11:58,  1.34it/s]
Batches:  59%|█████▉    | 1495/2531 [54:08<13:33,  1.27it/s]
Batches:  59%|█████▉    | 1496/2531 [54:42<14:34,  1.18it/s]
Batches:  59%|█████▉    | 1496/2531 [54:08<13:10,  1.31it/s]
Batches:  33%|███▎      | 831/2531 [53:32<56:27,  1.99s/it]
Batches:  62%|██████▏   | 1569/2531 [55:14<12:29,  1.28it/s]
Batches:  59%|█████▉    | 1497/2531 [54:42<14:13,  1.21it/s]
Batches:  59%|█████▉    | 1497/2531 [54:09<13:12,  1.31it/s]
Batches:  62%|██████▏   | 1570/2531 [55:14<12:50,  1.25it/s]
Batches:  59%|█████▉    | 1498/2531 [54:43<13:29,  1.28it/s]
Batches:  59%|█████▉    | 1498/2531 [54:10<12:57,  1.33it/s]
Batches:  62%|██████▏   | 1571/2531 [55:15<12:14,  1.31it/s]
Batches:  33%|███▎      | 832/2531 [53:35<57:11,  2.02s/it]
Batches:  59%|█████▉    | 1499/2531 [54:44<13:00,  1.32it/s]
Batches:  59%|█████▉    | 1499/2531 [54:11<13:05,  1.31it/s]
Batches:  62%|██████▏   | 1572/2531 [55:16<11:49,  1.35it/s]
Batches:  59%|█████▉    | 1500/2531 [54:45<13:06,  1.31it/s]
Batches:  62%|██████▏   | 1573/2531 [55:17<11:33,  1.38it/s]
Batches:  59%|█████▉    | 1500/2531 [54:12<13:33,  1.27it/s]
Batches:  62%|██████▏   | 1574/2531 [55:17<11:01,  1.45it/s]
Batches:  59%|█████▉    | 1501/2531 [54:45<12:52,  1.33it/s]
Batches:  59%|█████▉    | 1501/2531 [54:12<13:12,  1.30it/s]
Batches:  33%|███▎      | 833/2531 [53:37<56:44,  2.00s/it]
Batches:  62%|██████▏   | 1575/2531 [55:18<10:58,  1.45it/s]
Batches:  59%|█████▉    | 1502/2531 [54:46<13:27,  1.27it/s]
Batches:  59%|█████▉    | 1502/2531 [54:13<13:24,  1.28it/s]
Batches:  62%|██████▏   | 1576/2531 [55:19<11:45,  1.35it/s]
Batches:  59%|█████▉    | 1503/2531 [54:47<14:09,  1.21it/s]
Batches:  59%|█████▉    | 1503/2531 [54:14<13:48,  1.24it/s]
Batches:  33%|███▎      | 834/2531 [53:38<56:13,  1.99s/it]
Batches:  62%|██████▏   | 1577/2531 [55:20<12:37,  1.26it/s]
Batches:  59%|█████▉    | 1504/2531 [54:48<14:29,  1.18it/s]
Batches:  59%|█████▉    | 1504/2531 [54:15<14:12,  1.20it/s]
Batches:  62%|██████▏   | 1578/2531 [55:20<12:03,  1.32it/s]
Batches:  59%|█████▉    | 1505/2531 [54:15<13:27,  1.27it/s]
Batches:  59%|█████▉    | 1505/2531 [54:49<14:35,  1.17it/s]
Batches:  62%|██████▏   | 1579/2531 [55:21<11:59,  1.32it/s]
Batches:  60%|█████▉    | 1506/2531 [54:16<13:24,  1.27it/s]
Batches:  33%|███▎      | 835/2531 [53:40<55:32,  1.96s/it]
Batches:  60%|█████▉    | 1506/2531 [54:50<14:55,  1.14it/s]
Batches:  62%|██████▏   | 1580/2531 [55:22<11:46,  1.35it/s]
Batches:  60%|█████▉    | 1507/2531 [54:17<13:23,  1.27it/s]
Batches:  60%|█████▉    | 1507/2531 [54:51<14:16,  1.19it/s]
Batches:  62%|██████▏   | 1581/2531 [55:22<11:27,  1.38it/s]
Batches:  60%|█████▉    | 1508/2531 [54:18<14:02,  1.21it/s]
Batches:  60%|█████▉    | 1508/2531 [54:51<14:09,  1.20it/s]
Batches:  63%|██████▎   | 1582/2531 [55:23<12:12,  1.30it/s]
Batches:  33%|███▎      | 836/2531 [53:42<55:22,  1.96s/it]
Batches:  60%|█████▉    | 1509/2531 [54:19<13:37,  1.25it/s]
Batches:  60%|█████▉    | 1509/2531 [54:52<14:04,  1.21it/s]
Batches:  63%|██████▎   | 1583/2531 [55:24<12:35,  1.26it/s]
Batches:  60%|█████▉    | 1510/2531 [54:20<14:03,  1.21it/s]
Batches:  60%|█████▉    | 1510/2531 [54:53<13:49,  1.23it/s]
Batches:  63%|██████▎   | 1584/2531 [55:25<12:20,  1.28it/s]
Batches:  60%|█████▉    | 1511/2531 [54:20<14:13,  1.20it/s]
Batches:  33%|███▎      | 837/2531 [53:45<57:28,  2.04s/it]
Batches:  63%|██████▎   | 1585/2531 [55:26<12:19,  1.28it/s]
Batches:  60%|█████▉    | 1511/2531 [54:54<14:21,  1.18it/s]
Batches:  60%|█████▉    | 1512/2531 [54:21<13:53,  1.22it/s]
Batches:  60%|█████▉    | 1512/2531 [54:55<13:45,  1.23it/s]
Batches:  63%|██████▎   | 1586/2531 [55:27<12:58,  1.21it/s]
Batches:  60%|█████▉    | 1513/2531 [54:22<13:22,  1.27it/s]
Batches:  60%|█████▉    | 1513/2531 [54:55<13:35,  1.25it/s]
Batches:  63%|██████▎   | 1587/2531 [55:27<12:35,  1.25it/s]
Batches:  33%|███▎      | 838/2531 [53:47<58:55,  2.09s/it]
Batches:  63%|██████▎   | 1588/2531 [55:28<11:41,  1.35it/s]
Batches:  60%|█████▉    | 1514/2531 [54:23<13:48,  1.23it/s]
Batches:  60%|█████▉    | 1514/2531 [54:56<13:20,  1.27it/s]
Batches:  60%|█████▉    | 1515/2531 [54:24<13:06,  1.29it/s]
Batches:  63%|██████▎   | 1589/2531 [55:29<11:33,  1.36it/s]
Batches:  60%|█████▉    | 1515/2531 [54:57<13:09,  1.29it/s]
Batches:  63%|██████▎   | 1590/2531 [55:29<11:09,  1.41it/s]
Batches:  60%|█████▉    | 1516/2531 [54:24<12:46,  1.32it/s]
Batches:  60%|█████▉    | 1516/2531 [54:58<13:01,  1.30it/s]
Batches:  33%|███▎      | 839/2531 [53:49<57:42,  2.05s/it]
Batches:  63%|██████▎   | 1591/2531 [55:30<10:52,  1.44it/s]
Batches:  60%|█████▉    | 1517/2531 [54:25<12:25,  1.36it/s]
Batches:  60%|█████▉    | 1517/2531 [54:59<13:29,  1.25it/s]
Batches:  63%|██████▎   | 1592/2531 [55:31<10:30,  1.49it/s]
Batches:  60%|█████▉    | 1518/2531 [54:26<12:24,  1.36it/s]
Batches:  60%|█████▉    | 1518/2531 [54:59<13:07,  1.29it/s]
Batches:  63%|██████▎   | 1593/2531 [55:31<10:41,  1.46it/s]
Batches:  60%|██████    | 1519/2531 [54:27<13:00,  1.30it/s]
Batches:  33%|███▎      | 840/2531 [53:51<56:50,  2.02s/it]
Batches:  60%|██████    | 1519/2531 [55:00<12:52,  1.31it/s]
Batches:  63%|██████▎   | 1594/2531 [55:32<10:32,  1.48it/s]
Batches:  60%|██████    | 1520/2531 [54:27<13:11,  1.28it/s]
Batches:  60%|██████    | 1520/2531 [55:01<12:38,  1.33it/s]
Batches:  63%|██████▎   | 1595/2531 [55:33<10:59,  1.42it/s]
Batches:  60%|██████    | 1521/2531 [55:02<12:58,  1.30it/s]
Batches:  60%|██████    | 1521/2531 [54:28<13:49,  1.22it/s]
Batches:  63%|██████▎   | 1596/2531 [55:33<11:01,  1.41it/s]
Batches:  33%|███▎      | 841/2531 [53:53<55:52,  1.98s/it]
Batches:  60%|██████    | 1522/2531 [55:02<12:33,  1.34it/s]
Batches:  60%|██████    | 1522/2531 [54:29<13:35,  1.24it/s]
Batches:  63%|██████▎   | 1597/2531 [55:34<11:18,  1.38it/s]
Batches:  60%|██████    | 1523/2531 [55:03<12:26,  1.35it/s]
Batches:  60%|██████    | 1523/2531 [54:30<13:26,  1.25it/s]
Batches:  63%|██████▎   | 1598/2531 [55:35<11:40,  1.33it/s]
Batches:  60%|██████    | 1524/2531 [55:04<12:30,  1.34it/s]
Batches:  33%|███▎      | 842/2531 [53:54<55:00,  1.95s/it]
Batches:  60%|██████    | 1524/2531 [54:31<13:17,  1.26it/s]
Batches:  63%|██████▎   | 1599/2531 [55:36<11:47,  1.32it/s]
Batches:  60%|██████    | 1525/2531 [55:04<12:13,  1.37it/s]
Batches:  60%|██████    | 1525/2531 [54:31<13:12,  1.27it/s]
Batches:  63%|██████▎   | 1600/2531 [55:37<11:34,  1.34it/s]
Batches:  60%|██████    | 1526/2531 [55:05<12:28,  1.34it/s]
Batches:  63%|██████▎   | 1601/2531 [55:37<11:24,  1.36it/s]
Batches:  60%|██████    | 1526/2531 [54:32<13:09,  1.27it/s]
Batches:  33%|███▎      | 843/2531 [53:57<55:57,  1.99s/it]
Batches:  60%|██████    | 1527/2531 [55:06<12:19,  1.36it/s]
Batches:  63%|██████▎   | 1602/2531 [55:38<11:00,  1.41it/s]
Batches:  60%|██████    | 1527/2531 [54:33<13:35,  1.23it/s]
Batches:  60%|██████    | 1528/2531 [55:07<13:03,  1.28it/s]
Batches:  63%|██████▎   | 1603/2531 [55:39<11:41,  1.32it/s]
Batches:  60%|██████    | 1528/2531 [54:34<13:54,  1.20it/s]
Batches:  60%|██████    | 1529/2531 [55:07<12:36,  1.33it/s]
Batches:  63%|██████▎   | 1604/2531 [55:39<11:30,  1.34it/s]
Batches:  33%|███▎      | 844/2531 [53:59<55:48,  1.99s/it]
Batches:  60%|██████    | 1529/2531 [54:35<13:10,  1.27it/s]
Batches:  60%|██████    | 1530/2531 [55:08<12:34,  1.33it/s]
Batches:  63%|██████▎   | 1605/2531 [55:40<11:21,  1.36it/s]
Batches:  60%|██████    | 1530/2531 [54:35<13:04,  1.28it/s]
Batches:  60%|██████    | 1531/2531 [55:09<13:07,  1.27it/s]
Batches:  63%|██████▎   | 1606/2531 [55:41<11:30,  1.34it/s]
Batches:  60%|██████    | 1531/2531 [54:36<13:30,  1.23it/s]
Batches:  33%|███▎      | 845/2531 [54:01<56:31,  2.01s/it]
Batches:  63%|██████▎   | 1607/2531 [55:42<11:30,  1.34it/s]
Batches:  61%|██████    | 1532/2531 [55:10<13:15,  1.26it/s]
Batches:  61%|██████    | 1532/2531 [54:37<13:10,  1.26it/s]
Batches:  61%|██████    | 1533/2531 [55:11<12:43,  1.31it/s]
Batches:  64%|██████▎   | 1608/2531 [55:43<11:38,  1.32it/s]
Batches:  61%|██████    | 1533/2531 [54:38<13:04,  1.27it/s]
Batches:  61%|██████    | 1534/2531 [55:11<12:29,  1.33it/s]
Batches:  64%|██████▎   | 1609/2531 [55:43<11:41,  1.31it/s]
Batches:  33%|███▎      | 846/2531 [54:02<55:37,  1.98s/it]
Batches:  61%|██████    | 1534/2531 [54:38<12:52,  1.29it/s]
Batches:  61%|██████    | 1535/2531 [55:12<12:08,  1.37it/s]
Batches:  64%|██████▎   | 1610/2531 [55:44<11:54,  1.29it/s]
Batches:  61%|██████    | 1535/2531 [54:39<12:43,  1.30it/s]
Batches:  61%|██████    | 1536/2531 [55:13<11:53,  1.39it/s]
Batches:  64%|██████▎   | 1611/2531 [55:45<11:26,  1.34it/s]
Batches:  61%|██████    | 1536/2531 [54:40<11:59,  1.38it/s]
Batches:  61%|██████    | 1537/2531 [55:13<11:35,  1.43it/s]
Batches:  64%|██████▎   | 1612/2531 [55:46<11:32,  1.33it/s]
Batches:  33%|███▎      | 847/2531 [54:04<55:38,  1.98s/it]
Batches:  61%|██████    | 1537/2531 [54:41<11:55,  1.39it/s]
Batches:  61%|██████    | 1538/2531 [55:14<11:41,  1.42it/s]
Batches:  64%|██████▎   | 1613/2531 [55:46<11:39,  1.31it/s]
Batches:  61%|██████    | 1538/2531 [54:41<11:55,  1.39it/s]
Batches:  61%|██████    | 1539/2531 [55:15<11:54,  1.39it/s]
Batches:  64%|██████▍   | 1614/2531 [55:47<11:40,  1.31it/s]
Batches:  61%|██████    | 1539/2531 [54:42<11:54,  1.39it/s]
Batches:  34%|███▎      | 848/2531 [54:06<55:19,  1.97s/it]
Batches:  61%|██████    | 1540/2531 [55:16<13:02,  1.27it/s]
Batches:  64%|██████▍   | 1615/2531 [55:48<11:43,  1.30it/s]
Batches:  61%|██████    | 1540/2531 [54:43<12:19,  1.34it/s]
Batches:  61%|██████    | 1541/2531 [55:17<12:58,  1.27it/s]
Batches:  61%|██████    | 1541/2531 [54:43<11:58,  1.38it/s]
Batches:  64%|██████▍   | 1616/2531 [55:49<12:24,  1.23it/s]
Batches:  61%|██████    | 1542/2531 [55:17<12:48,  1.29it/s]
Batches:  61%|██████    | 1542/2531 [54:44<12:04,  1.37it/s]
Batches:  34%|███▎      | 849/2531 [54:08<54:32,  1.95s/it]
Batches:  64%|██████▍   | 1617/2531 [55:50<12:13,  1.25it/s]
Batches:  61%|██████    | 1543/2531 [55:18<12:48,  1.29it/s]
Batches:  61%|██████    | 1543/2531 [54:45<11:49,  1.39it/s]
Batches:  64%|██████▍   | 1618/2531 [55:50<12:13,  1.24it/s]
Batches:  61%|██████    | 1544/2531 [54:46<11:49,  1.39it/s]
Batches:  61%|██████    | 1544/2531 [55:19<13:30,  1.22it/s]
Batches:  64%|██████▍   | 1619/2531 [55:51<11:41,  1.30it/s]
Batches:  34%|███▎      | 850/2531 [54:10<54:12,  1.93s/it]
Batches:  61%|██████    | 1545/2531 [54:46<11:29,  1.43it/s]
Batches:  61%|██████    | 1545/2531 [55:20<12:52,  1.28it/s]
Batches:  64%|██████▍   | 1620/2531 [55:52<11:27,  1.32it/s]
Batches:  61%|██████    | 1546/2531 [54:47<12:15,  1.34it/s]
Batches:  61%|██████    | 1546/2531 [55:20<12:50,  1.28it/s]
Batches:  64%|██████▍   | 1621/2531 [55:52<11:17,  1.34it/s]
Batches:  61%|██████    | 1547/2531 [55:21<12:23,  1.32it/s]
Batches:  64%|██████▍   | 1622/2531 [55:53<11:00,  1.38it/s]
Batches:  61%|██████    | 1547/2531 [54:48<13:06,  1.25it/s]
Batches:  34%|███▎      | 851/2531 [54:12<54:36,  1.95s/it]
Batches:  61%|██████    | 1548/2531 [55:22<12:29,  1.31it/s]
Batches:  64%|██████▍   | 1623/2531 [55:54<10:58,  1.38it/s]
Batches:  61%|██████    | 1548/2531 [54:49<12:32,  1.31it/s]
Batches:  61%|██████    | 1549/2531 [55:23<11:39,  1.40it/s]
Batches:  61%|██████    | 1549/2531 [54:49<12:19,  1.33it/s]
Batches:  64%|██████▍   | 1624/2531 [55:55<11:12,  1.35it/s]
Batches:  61%|██████    | 1550/2531 [55:23<11:22,  1.44it/s]
Batches:  34%|███▎      | 852/2531 [54:14<54:17,  1.94s/it]
Batches:  61%|██████    | 1550/2531 [54:50<11:57,  1.37it/s]
Batches:  64%|██████▍   | 1625/2531 [55:55<11:06,  1.36it/s]
Batches:  61%|██████▏   | 1551/2531 [55:24<11:39,  1.40it/s]
Batches:  61%|██████▏   | 1551/2531 [54:51<12:05,  1.35it/s]
Batches:  64%|██████▍   | 1626/2531 [55:56<11:01,  1.37it/s]
Batches:  61%|██████▏   | 1552/2531 [55:25<11:29,  1.42it/s]
Batches:  61%|██████▏   | 1552/2531 [54:52<11:47,  1.38it/s]
Batches:  64%|██████▍   | 1627/2531 [55:57<10:55,  1.38it/s]
Batches:  34%|███▎      | 853/2531 [54:16<54:00,  1.93s/it]
Batches:  61%|██████▏   | 1553/2531 [55:25<11:53,  1.37it/s]
Batches:  61%|██████▏   | 1553/2531 [54:52<11:26,  1.42it/s]
Batches:  64%|██████▍   | 1628/2531 [55:58<10:53,  1.38it/s]
Batches:  61%|██████▏   | 1554/2531 [55:26<11:41,  1.39it/s]
Batches:  61%|██████▏   | 1554/2531 [54:53<11:21,  1.43it/s]
Batches:  64%|██████▍   | 1629/2531 [55:58<10:50,  1.39it/s]
Batches:  61%|██████▏   | 1555/2531 [55:27<12:43,  1.28it/s]
Batches:  64%|██████▍   | 1630/2531 [55:59<10:47,  1.39it/s]
Batches:  34%|███▎      | 854/2531 [54:18<53:34,  1.92s/it]
Batches:  61%|██████▏   | 1555/2531 [54:54<12:33,  1.30it/s]
Batches:  61%|██████▏   | 1556/2531 [55:28<12:43,  1.28it/s]
Batches:  64%|██████▍   | 1631/2531 [56:00<10:54,  1.37it/s]
Batches:  61%|██████▏   | 1556/2531 [54:55<12:18,  1.32it/s]
Batches:  64%|██████▍   | 1632/2531 [56:00<10:50,  1.38it/s]
Batches:  62%|██████▏   | 1557/2531 [55:29<13:12,  1.23it/s]
Batches:  62%|██████▏   | 1557/2531 [54:55<12:56,  1.25it/s]
Batches:  34%|███▍      | 855/2531 [54:20<54:25,  1.95s/it]
Batches:  65%|██████▍   | 1633/2531 [56:01<10:56,  1.37it/s]
Batches:  62%|██████▏   | 1558/2531 [55:30<13:11,  1.23it/s]
Batches:  62%|██████▏   | 1558/2531 [54:57<13:59,  1.16it/s]
Batches:  65%|██████▍   | 1634/2531 [56:02<10:53,  1.37it/s]
Batches:  62%|██████▏   | 1559/2531 [55:30<12:46,  1.27it/s]
Batches:  62%|██████▏   | 1559/2531 [54:57<13:07,  1.23it/s]
Batches:  65%|██████▍   | 1635/2531 [56:03<10:50,  1.38it/s]
Batches:  62%|██████▏   | 1560/2531 [55:31<12:43,  1.27it/s]
Batches:  34%|███▍      | 856/2531 [54:22<53:44,  1.93s/it]
Batches:  62%|██████▏   | 1560/2531 [54:58<12:41,  1.28it/s]
Batches:  65%|██████▍   | 1636/2531 [56:03<11:01,  1.35it/s]
Batches:  62%|██████▏   | 1561/2531 [55:32<12:42,  1.27it/s]
Batches:  62%|██████▏   | 1561/2531 [54:59<12:29,  1.29it/s]
Batches:  65%|██████▍   | 1637/2531 [56:04<11:03,  1.35it/s]
Batches:  62%|██████▏   | 1562/2531 [54:59<11:44,  1.38it/s]
Batches:  62%|██████▏   | 1562/2531 [55:33<12:40,  1.27it/s]
Batches:  65%|██████▍   | 1638/2531 [56:05<11:13,  1.33it/s]
Batches:  34%|███▍      | 857/2531 [54:24<54:45,  1.96s/it]
Batches:  62%|██████▏   | 1563/2531 [55:00<11:39,  1.38it/s]
Batches:  62%|██████▏   | 1563/2531 [55:33<12:48,  1.26it/s]
Batches:  65%|██████▍   | 1639/2531 [56:06<10:54,  1.36it/s]
Batches:  62%|██████▏   | 1564/2531 [55:34<12:28,  1.29it/s]
Batches:  62%|██████▏   | 1564/2531 [55:01<12:17,  1.31it/s]
Batches:  65%|██████▍   | 1640/2531 [56:06<10:48,  1.37it/s]
Batches:  62%|██████▏   | 1565/2531 [55:02<11:44,  1.37it/s]
Batches:  62%|██████▏   | 1565/2531 [55:35<12:14,  1.31it/s]
Batches:  65%|██████▍   | 1641/2531 [56:07<10:27,  1.42it/s]
Batches:  34%|███▍      | 858/2531 [54:26<56:24,  2.02s/it]
Batches:  62%|██████▏   | 1566/2531 [55:02<11:41,  1.38it/s]
Batches:  62%|██████▏   | 1566/2531 [55:36<12:04,  1.33it/s]
Batches:  65%|██████▍   | 1642/2531 [56:08<10:28,  1.41it/s]
Batches:  62%|██████▏   | 1567/2531 [55:03<11:29,  1.40it/s]
Batches:  62%|██████▏   | 1567/2531 [55:36<12:05,  1.33it/s]
Batches:  65%|██████▍   | 1643/2531 [56:08<10:20,  1.43it/s]
Batches:  62%|██████▏   | 1568/2531 [55:37<11:57,  1.34it/s]
Batches:  62%|██████▏   | 1568/2531 [55:04<12:17,  1.31it/s]
Batches:  34%|███▍      | 859/2531 [54:28<55:07,  1.98s/it]
Batches:  65%|██████▍   | 1644/2531 [56:09<10:38,  1.39it/s]
Batches:  62%|██████▏   | 1569/2531 [55:05<12:03,  1.33it/s]
Batches:  62%|██████▏   | 1569/2531 [55:38<12:07,  1.32it/s]
Batches:  65%|██████▍   | 1645/2531 [56:10<11:13,  1.31it/s]
Batches:  62%|██████▏   | 1570/2531 [55:05<12:33,  1.28it/s]
Batches:  62%|██████▏   | 1570/2531 [55:39<12:38,  1.27it/s]
Batches:  65%|██████▌   | 1646/2531 [56:11<10:51,  1.36it/s]
Batches:  34%|███▍      | 860/2531 [54:30<54:00,  1.94s/it]
Batches:  62%|██████▏   | 1571/2531 [55:06<12:14,  1.31it/s]
Batches:  62%|██████▏   | 1571/2531 [55:39<12:09,  1.32it/s]
Batches:  65%|██████▌   | 1647/2531 [56:11<10:35,  1.39it/s]
Batches:  62%|██████▏   | 1572/2531 [55:07<12:18,  1.30it/s]
Batches:  65%|██████▌   | 1648/2531 [56:12<10:48,  1.36it/s]
Batches:  62%|██████▏   | 1572/2531 [55:40<13:14,  1.21it/s]
Batches:  62%|██████▏   | 1573/2531 [55:08<12:18,  1.30it/s]
Batches:  65%|██████▌   | 1649/2531 [56:13<10:33,  1.39it/s]
Batches:  34%|███▍      | 861/2531 [54:32<54:34,  1.96s/it]
Batches:  62%|██████▏   | 1573/2531 [55:41<12:35,  1.27it/s]
Batches:  65%|██████▌   | 1650/2531 [56:13<10:17,  1.43it/s]
Batches:  62%|██████▏   | 1574/2531 [55:42<11:48,  1.35it/s]
Batches:  62%|██████▏   | 1574/2531 [55:09<12:44,  1.25it/s]
Batches:  65%|██████▌   | 1651/2531 [56:14<10:29,  1.40it/s]
Batches:  62%|██████▏   | 1575/2531 [55:09<11:52,  1.34it/s]
Batches:  62%|██████▏   | 1575/2531 [55:43<12:09,  1.31it/s]
Batches:  34%|███▍      | 862/2531 [54:34<54:39,  1.96s/it]
Batches:  65%|██████▌   | 1652/2531 [56:15<10:27,  1.40it/s]
Batches:  62%|██████▏   | 1576/2531 [55:10<11:59,  1.33it/s]
Batches:  62%|██████▏   | 1576/2531 [55:43<11:58,  1.33it/s]
Batches:  65%|██████▌   | 1653/2531 [56:16<10:17,  1.42it/s]
Batches:  62%|██████▏   | 1577/2531 [55:44<11:31,  1.38it/s]
Batches:  62%|██████▏   | 1577/2531 [55:11<12:03,  1.32it/s]
Batches:  65%|██████▌   | 1654/2531 [56:16<10:18,  1.42it/s]
Batches:  62%|██████▏   | 1578/2531 [55:45<11:12,  1.42it/s]
Batches:  62%|██████▏   | 1578/2531 [55:11<11:39,  1.36it/s]
Batches:  65%|██████▌   | 1655/2531 [56:17<09:55,  1.47it/s]
Batches:  34%|███▍      | 863/2531 [54:36<56:09,  2.02s/it]
Batches:  62%|██████▏   | 1579/2531 [55:12<11:06,  1.43it/s]
Batches:  62%|██████▏   | 1579/2531 [55:45<11:14,  1.41it/s]
Batches:  65%|██████▌   | 1656/2531 [56:18<10:18,  1.41it/s]
Batches:  62%|██████▏   | 1580/2531 [55:13<10:52,  1.46it/s]
Batches:  62%|██████▏   | 1580/2531 [55:46<11:19,  1.40it/s]
Batches:  65%|██████▌   | 1657/2531 [56:18<10:34,  1.38it/s]
Batches:  62%|██████▏   | 1581/2531 [55:13<11:09,  1.42it/s]
Batches:  62%|██████▏   | 1581/2531 [55:47<11:12,  1.41it/s]
Batches:  34%|███▍      | 864/2531 [54:38<55:31,  2.00s/it]
Batches:  66%|██████▌   | 1658/2531 [56:19<10:23,  1.40it/s]
Batches:  63%|██████▎   | 1582/2531 [55:14<11:28,  1.38it/s]
Batches:  63%|██████▎   | 1582/2531 [55:48<11:56,  1.32it/s]
Batches:  66%|██████▌   | 1659/2531 [56:20<10:15,  1.42it/s]
Batches:  63%|██████▎   | 1583/2531 [55:15<11:17,  1.40it/s]
Batches:  63%|██████▎   | 1583/2531 [55:48<11:48,  1.34it/s]
Batches:  66%|██████▌   | 1660/2531 [56:21<10:32,  1.38it/s]
Batches:  63%|██████▎   | 1584/2531 [55:16<11:08,  1.42it/s]
Batches:  34%|███▍      | 865/2531 [54:40<54:50,  1.97s/it]
Batches:  63%|██████▎   | 1584/2531 [55:49<11:40,  1.35it/s]
Batches:  63%|██████▎   | 1585/2531 [55:16<11:02,  1.43it/s]
Batches:  66%|██████▌   | 1661/2531 [56:21<11:05,  1.31it/s]
Batches:  63%|██████▎   | 1585/2531 [55:50<11:43,  1.34it/s]
Batches:  66%|██████▌   | 1662/2531 [56:22<10:35,  1.37it/s]
Batches:  63%|██████▎   | 1586/2531 [55:17<11:47,  1.34it/s]
Batches:  63%|██████▎   | 1586/2531 [55:50<11:27,  1.37it/s]
Batches:  66%|██████▌   | 1663/2531 [56:23<10:29,  1.38it/s]
Batches:  63%|██████▎   | 1587/2531 [55:18<11:36,  1.36it/s]
Batches:  34%|███▍      | 866/2531 [54:42<56:16,  2.03s/it]
Batches:  63%|██████▎   | 1587/2531 [55:51<12:07,  1.30it/s]
Batches:  66%|██████▌   | 1664/2531 [56:24<11:02,  1.31it/s]
Batches:  63%|██████▎   | 1588/2531 [55:19<12:15,  1.28it/s]
Batches:  63%|██████▎   | 1588/2531 [55:52<11:54,  1.32it/s]
Batches:  63%|██████▎   | 1589/2531 [55:19<11:45,  1.33it/s]
Batches:  66%|██████▌   | 1665/2531 [56:25<11:13,  1.29it/s]
Batches:  63%|██████▎   | 1589/2531 [55:53<11:17,  1.39it/s]
Batches:  34%|███▍      | 867/2531 [54:44<55:20,  2.00s/it]
Batches:  63%|██████▎   | 1590/2531 [55:20<11:19,  1.39it/s]
Batches:  66%|██████▌   | 1666/2531 [56:25<10:56,  1.32it/s]
Batches:  63%|██████▎   | 1590/2531 [55:53<11:26,  1.37it/s]
Batches:  66%|██████▌   | 1667/2531 [56:26<10:59,  1.31it/s]
Batches:  63%|██████▎   | 1591/2531 [55:21<12:02,  1.30it/s]
Batches:  63%|██████▎   | 1591/2531 [55:54<11:39,  1.34it/s]
Batches:  63%|██████▎   | 1592/2531 [55:22<11:36,  1.35it/s]
Batches:  66%|██████▌   | 1668/2531 [56:27<10:54,  1.32it/s]
Batches:  63%|██████▎   | 1592/2531 [55:55<11:21,  1.38it/s]
Batches:  34%|███▍      | 868/2531 [54:46<55:30,  2.00s/it]
Batches:  63%|██████▎   | 1593/2531 [55:22<11:17,  1.38it/s]
Batches:  66%|██████▌   | 1669/2531 [56:28<10:50,  1.32it/s]
Batches:  63%|██████▎   | 1593/2531 [55:56<11:18,  1.38it/s]
Batches:  63%|██████▎   | 1594/2531 [55:23<11:33,  1.35it/s]
Batches:  63%|██████▎   | 1594/2531 [55:56<11:16,  1.38it/s]
Batches:  66%|██████▌   | 1670/2531 [56:28<11:16,  1.27it/s]
Batches:  34%|███▍      | 869/2531 [54:48<54:10,  1.96s/it]
Batches:  63%|██████▎   | 1595/2531 [55:24<11:08,  1.40it/s]
Batches:  63%|██████▎   | 1595/2531 [55:57<10:46,  1.45it/s]
Batches:  66%|██████▌   | 1671/2531 [56:29<11:21,  1.26it/s]
Batches:  63%|██████▎   | 1596/2531 [55:24<11:09,  1.40it/s]
Batches:  63%|██████▎   | 1596/2531 [55:58<10:56,  1.42it/s]
Batches:  66%|██████▌   | 1672/2531 [56:30<11:15,  1.27it/s]
Batches:  63%|██████▎   | 1597/2531 [55:25<10:51,  1.43it/s]
Batches:  63%|██████▎   | 1597/2531 [55:58<10:59,  1.42it/s]
Batches:  66%|██████▌   | 1673/2531 [56:31<10:21,  1.38it/s]
Batches:  34%|███▍      | 870/2531 [54:50<53:15,  1.92s/it]
Batches:  63%|██████▎   | 1598/2531 [55:26<10:45,  1.45it/s]
Batches:  63%|██████▎   | 1598/2531 [55:59<11:05,  1.40it/s]
Batches:  66%|██████▌   | 1674/2531 [56:31<10:08,  1.41it/s]
Batches:  63%|██████▎   | 1599/2531 [55:26<10:33,  1.47it/s]
Batches:  66%|██████▌   | 1675/2531 [56:32<10:17,  1.39it/s]
Batches:  63%|██████▎   | 1599/2531 [56:00<12:02,  1.29it/s]
Batches:  63%|██████▎   | 1600/2531 [55:27<11:27,  1.35it/s]
Batches:  34%|███▍      | 871/2531 [54:52<53:37,  1.94s/it]
Batches:  63%|██████▎   | 1600/2531 [56:01<11:29,  1.35it/s]
Batches:  66%|██████▌   | 1676/2531 [56:33<10:32,  1.35it/s]
Batches:  63%|██████▎   | 1601/2531 [55:28<11:21,  1.36it/s]
Batches:  63%|██████▎   | 1601/2531 [56:01<11:23,  1.36it/s]
Batches:  66%|██████▋   | 1677/2531 [56:33<10:24,  1.37it/s]
Batches:  63%|██████▎   | 1602/2531 [55:29<10:50,  1.43it/s]
Batches:  66%|██████▋   | 1678/2531 [56:34<09:55,  1.43it/s]
Batches:  63%|██████▎   | 1602/2531 [56:02<11:37,  1.33it/s]
Batches:  63%|██████▎   | 1603/2531 [55:29<10:53,  1.42it/s]
Batches:  34%|███▍      | 872/2531 [54:53<53:40,  1.94s/it]
Batches:  66%|██████▋   | 1679/2531 [56:35<09:33,  1.49it/s]
Batches:  63%|██████▎   | 1603/2531 [56:03<11:30,  1.34it/s]
Batches:  63%|██████▎   | 1604/2531 [55:30<10:20,  1.49it/s]
Batches:  66%|██████▋   | 1680/2531 [56:35<09:27,  1.50it/s]
Batches:  63%|██████▎   | 1604/2531 [56:04<11:12,  1.38it/s]
Batches:  63%|██████▎   | 1605/2531 [55:31<11:12,  1.38it/s]
Batches:  66%|██████▋   | 1681/2531 [56:36<09:38,  1.47it/s]
Batches:  63%|██████▎   | 1605/2531 [56:04<10:44,  1.44it/s]
Batches:  34%|███▍      | 873/2531 [54:55<53:41,  1.94s/it]
Batches:  63%|██████▎   | 1606/2531 [55:31<10:52,  1.42it/s]
Batches:  66%|██████▋   | 1682/2531 [56:37<09:22,  1.51it/s]
Batches:  63%|██████▎   | 1606/2531 [56:05<10:53,  1.42it/s]
Batches:  63%|██████▎   | 1607/2531 [55:32<10:54,  1.41it/s]
Batches:  66%|██████▋   | 1683/2531 [56:37<09:34,  1.48it/s]
Batches:  63%|██████▎   | 1607/2531 [56:06<10:40,  1.44it/s]
Batches:  64%|██████▎   | 1608/2531 [55:33<11:35,  1.33it/s]
Batches:  67%|██████▋   | 1684/2531 [56:38<10:06,  1.40it/s]
Batches:  64%|██████▎   | 1608/2531 [56:06<10:30,  1.46it/s]
Batches:  35%|███▍      | 874/2531 [54:57<53:53,  1.95s/it]
Batches:  67%|██████▋   | 1685/2531 [56:39<09:41,  1.45it/s]
Batches:  64%|██████▎   | 1609/2531 [56:07<10:39,  1.44it/s]
Batches:  64%|██████▎   | 1609/2531 [55:34<12:03,  1.27it/s]
Batches:  67%|██████▋   | 1686/2531 [56:40<09:48,  1.43it/s]
Batches:  64%|██████▎   | 1610/2531 [55:35<11:45,  1.31it/s]
Batches:  64%|██████▎   | 1610/2531 [56:08<11:12,  1.37it/s]
Batches:  67%|██████▋   | 1687/2531 [56:40<09:26,  1.49it/s]
Batches:  35%|███▍      | 875/2531 [55:00<55:18,  2.00s/it]
Batches:  64%|██████▎   | 1611/2531 [56:09<11:48,  1.30it/s]
Batches:  64%|██████▎   | 1611/2531 [55:35<12:17,  1.25it/s]
Batches:  67%|██████▋   | 1688/2531 [56:41<09:21,  1.50it/s]
Batches:  67%|██████▋   | 1689/2531 [56:41<09:00,  1.56it/s]
Batches:  64%|██████▎   | 1612/2531 [56:10<12:21,  1.24it/s]
Batches:  64%|██████▎   | 1612/2531 [55:36<12:41,  1.21it/s]
Batches:  67%|██████▋   | 1690/2531 [56:42<09:08,  1.53it/s]
Batches:  64%|██████▎   | 1613/2531 [56:10<11:33,  1.32it/s]
Batches:  64%|██████▎   | 1613/2531 [55:37<12:51,  1.19it/s]
Batches:  35%|███▍      | 876/2531 [55:01<54:30,  1.98s/it]
Batches:  67%|██████▋   | 1691/2531 [56:43<09:14,  1.52it/s]
Batches:  64%|██████▍   | 1614/2531 [56:11<11:06,  1.38it/s]
Batches:  64%|██████▍   | 1614/2531 [55:38<12:15,  1.25it/s]
Batches:  67%|██████▋   | 1692/2531 [56:43<09:19,  1.50it/s]
Batches:  64%|██████▍   | 1615/2531 [56:12<11:03,  1.38it/s]
Batches:  64%|██████▍   | 1615/2531 [55:39<11:25,  1.34it/s]
Batches:  67%|██████▋   | 1693/2531 [56:44<09:06,  1.53it/s]
Batches:  64%|██████▍   | 1616/2531 [56:12<10:54,  1.40it/s]
Batches:  35%|███▍      | 877/2531 [55:03<53:56,  1.96s/it]
Batches:  64%|██████▍   | 1616/2531 [55:39<11:33,  1.32it/s]
Batches:  67%|██████▋   | 1694/2531 [56:45<09:06,  1.53it/s]
Batches:  64%|██████▍   | 1617/2531 [56:13<10:47,  1.41it/s]
Batches:  64%|██████▍   | 1617/2531 [55:40<11:46,  1.29it/s]
Batches:  67%|██████▋   | 1695/2531 [56:45<09:14,  1.51it/s]
Batches:  64%|██████▍   | 1618/2531 [56:14<11:06,  1.37it/s]
Batches:  67%|██████▋   | 1696/2531 [56:46<08:54,  1.56it/s]
Batches:  64%|██████▍   | 1618/2531 [55:41<11:31,  1.32it/s]
Batches:  35%|███▍      | 878/2531 [55:05<53:30,  1.94s/it]
Batches:  64%|██████▍   | 1619/2531 [56:15<10:55,  1.39it/s]
Batches:  67%|██████▋   | 1697/2531 [56:47<09:13,  1.51it/s]
Batches:  64%|██████▍   | 1619/2531 [55:42<11:01,  1.38it/s]
Batches:  64%|██████▍   | 1620/2531 [56:15<10:38,  1.43it/s]
Batches:  64%|██████▍   | 1620/2531 [55:42<10:32,  1.44it/s]
Batches:  67%|██████▋   | 1698/2531 [56:47<09:26,  1.47it/s]
Batches:  64%|██████▍   | 1621/2531 [56:16<11:38,  1.30it/s]
Batches:  64%|██████▍   | 1621/2531 [55:43<10:27,  1.45it/s]
Batches:  67%|██████▋   | 1699/2531 [56:48<09:27,  1.47it/s]
Batches:  35%|███▍      | 879/2531 [55:07<53:44,  1.95s/it]
Batches:  64%|██████▍   | 1622/2531 [56:17<11:08,  1.36it/s]
Batches:  64%|██████▍   | 1622/2531 [55:44<10:33,  1.44it/s]
Batches:  67%|██████▋   | 1700/2531 [56:49<09:19,  1.49it/s]
Batches:  64%|██████▍   | 1623/2531 [55:44<10:27,  1.45it/s]
Batches:  67%|██████▋   | 1701/2531 [56:49<09:14,  1.50it/s]
Batches:  64%|██████▍   | 1623/2531 [56:18<11:50,  1.28it/s]
Batches:  67%|██████▋   | 1702/2531 [56:50<09:17,  1.49it/s]
Batches:  64%|██████▍   | 1624/2531 [55:45<10:32,  1.43it/s]
Batches:  64%|██████▍   | 1624/2531 [56:18<11:22,  1.33it/s]
Batches:  35%|███▍      | 880/2531 [55:09<53:21,  1.94s/it]
Batches:  67%|██████▋   | 1703/2531 [56:51<09:42,  1.42it/s]
Batches:  64%|██████▍   | 1625/2531 [55:46<11:02,  1.37it/s]
Batches:  64%|██████▍   | 1625/2531 [56:19<11:31,  1.31it/s]
Batches:  67%|██████▋   | 1704/2531 [56:51<09:20,  1.47it/s]
Batches:  64%|██████▍   | 1626/2531 [55:46<11:12,  1.34it/s]
Batches:  64%|██████▍   | 1626/2531 [56:20<12:16,  1.23it/s]
Batches:  35%|███▍      | 881/2531 [55:11<52:46,  1.92s/it]
Batches:  67%|██████▋   | 1705/2531 [56:52<09:42,  1.42it/s]
Batches:  64%|██████▍   | 1627/2531 [55:47<11:13,  1.34it/s]
Batches:  64%|██████▍   | 1627/2531 [56:21<11:59,  1.26it/s]
Batches:  67%|██████▋   | 1706/2531 [56:53<09:18,  1.48it/s]
Batches:  64%|██████▍   | 1628/2531 [55:48<11:43,  1.28it/s]
Batches:  67%|██████▋   | 1707/2531 [56:54<09:17,  1.48it/s]
Batches:  64%|██████▍   | 1628/2531 [56:22<12:17,  1.22it/s]
Batches:  64%|██████▍   | 1629/2531 [55:49<11:27,  1.31it/s]
Batches:  35%|███▍      | 882/2531 [55:13<52:39,  1.92s/it]
Batches:  67%|██████▋   | 1708/2531 [56:54<09:25,  1.46it/s]
Batches:  64%|██████▍   | 1629/2531 [56:22<11:50,  1.27it/s]
Batches:  64%|██████▍   | 1630/2531 [55:50<11:17,  1.33it/s]
Batches:  68%|██████▊   | 1709/2531 [56:55<09:30,  1.44it/s]
Batches:  64%|██████▍   | 1630/2531 [56:23<11:56,  1.26it/s]
Batches:  64%|██████▍   | 1631/2531 [55:50<11:08,  1.35it/s]
Batches:  68%|██████▊   | 1710/2531 [56:56<09:49,  1.39it/s]
Batches:  64%|██████▍   | 1631/2531 [56:24<11:45,  1.28it/s]
Batches:  35%|███▍      | 883/2531 [55:15<53:07,  1.93s/it]
Batches:  64%|██████▍   | 1632/2531 [55:51<11:02,  1.36it/s]
Batches:  68%|██████▊   | 1711/2531 [56:56<10:02,  1.36it/s]
Batches:  64%|██████▍   | 1632/2531 [56:25<12:06,  1.24it/s]
Batches:  65%|██████▍   | 1633/2531 [55:52<10:57,  1.37it/s]
Batches:  68%|██████▊   | 1712/2531 [56:57<09:58,  1.37it/s]
Batches:  65%|██████▍   | 1633/2531 [56:26<11:35,  1.29it/s]
Batches:  65%|██████▍   | 1634/2531 [55:53<11:30,  1.30it/s]
Batches:  35%|███▍      | 884/2531 [55:17<52:34,  1.92s/it]
Batches:  68%|██████▊   | 1713/2531 [56:58<09:47,  1.39it/s]
Batches:  65%|██████▍   | 1634/2531 [56:26<11:22,  1.31it/s]
Batches:  65%|██████▍   | 1635/2531 [55:53<11:16,  1.32it/s]
Batches:  68%|██████▊   | 1714/2531 [56:59<09:30,  1.43it/s]
Batches:  65%|██████▍   | 1635/2531 [56:27<11:12,  1.33it/s]
Batches:  68%|██████▊   | 1715/2531 [56:59<09:02,  1.50it/s]
Batches:  65%|██████▍   | 1636/2531 [55:54<11:06,  1.34it/s]
Batches:  65%|██████▍   | 1636/2531 [56:28<11:03,  1.35it/s]
Batches:  35%|███▍      | 885/2531 [55:19<52:00,  1.90s/it]
Batches:  68%|██████▊   | 1716/2531 [57:00<09:15,  1.47it/s]
Batches:  65%|██████▍   | 1637/2531 [55:55<10:59,  1.36it/s]
Batches:  65%|██████▍   | 1637/2531 [56:28<10:55,  1.36it/s]
Batches:  68%|██████▊   | 1717/2531 [57:01<09:07,  1.49it/s]
Batches:  65%|██████▍   | 1638/2531 [55:55<11:01,  1.35it/s]
Batches:  65%|██████▍   | 1638/2531 [56:29<11:09,  1.33it/s]
Batches:  68%|██████▊   | 1718/2531 [57:01<08:54,  1.52it/s]
Batches:  65%|██████▍   | 1639/2531 [55:56<10:53,  1.36it/s]
Batches:  35%|███▌      | 886/2531 [55:20<51:18,  1.87s/it]
Batches:  65%|██████▍   | 1639/2531 [56:30<11:00,  1.35it/s]
Batches:  68%|██████▊   | 1719/2531 [57:02<08:59,  1.51it/s]
Batches:  65%|██████▍   | 1640/2531 [55:57<11:13,  1.32it/s]
Batches:  68%|██████▊   | 1720/2531 [57:02<09:01,  1.50it/s]
Batches:  65%|██████▍   | 1640/2531 [56:31<11:03,  1.34it/s]
Batches:  65%|██████▍   | 1641/2531 [55:58<11:44,  1.26it/s]
Batches:  68%|██████▊   | 1721/2531 [57:03<08:47,  1.54it/s]
Batches:  65%|██████▍   | 1641/2531 [56:31<11:05,  1.34it/s]
Batches:  35%|███▌      | 887/2531 [55:22<51:35,  1.88s/it]
Batches:  68%|██████▊   | 1722/2531 [57:04<08:31,  1.58it/s]
Batches:  65%|██████▍   | 1642/2531 [55:59<11:15,  1.32it/s]
Batches:  65%|██████▍   | 1642/2531 [56:32<11:13,  1.32it/s]
Batches:  68%|██████▊   | 1723/2531 [57:04<08:43,  1.54it/s]
Batches:  65%|██████▍   | 1643/2531 [55:59<10:55,  1.36it/s]
Batches:  65%|██████▍   | 1643/2531 [56:33<11:04,  1.34it/s]
Batches:  68%|██████▊   | 1724/2531 [57:05<09:06,  1.48it/s]
Batches:  65%|██████▍   | 1644/2531 [56:00<10:50,  1.36it/s]
Batches:  35%|███▌      | 888/2531 [55:24<51:16,  1.87s/it]
Batches:  65%|██████▍   | 1644/2531 [56:34<10:47,  1.37it/s]
Batches:  68%|██████▊   | 1725/2531 [57:06<09:00,  1.49it/s]
Batches:  65%|██████▍   | 1645/2531 [56:01<10:34,  1.40it/s]
Batches:  65%|██████▍   | 1645/2531 [56:34<10:16,  1.44it/s]
Batches:  68%|██████▊   | 1726/2531 [57:06<08:39,  1.55it/s]
Batches:  65%|██████▌   | 1646/2531 [56:01<10:26,  1.41it/s]
Batches:  65%|██████▌   | 1646/2531 [56:35<10:31,  1.40it/s]
Batches:  68%|██████▊   | 1727/2531 [57:07<08:54,  1.50it/s]
Batches:  65%|██████▌   | 1647/2531 [56:02<10:10,  1.45it/s]
Batches:  35%|███▌      | 889/2531 [55:26<51:37,  1.89s/it]
Batches:  65%|██████▌   | 1647/2531 [56:36<10:05,  1.46it/s]
Batches:  68%|██████▊   | 1728/2531 [57:08<08:51,  1.51it/s]
Batches:  65%|██████▌   | 1648/2531 [56:03<10:16,  1.43it/s]
Batches:  65%|██████▌   | 1648/2531 [56:36<10:03,  1.46it/s]
Batches:  68%|██████▊   | 1729/2531 [57:08<08:48,  1.52it/s]
Batches:  65%|██████▌   | 1649/2531 [56:03<09:54,  1.48it/s]
Batches:  65%|██████▌   | 1649/2531 [56:37<10:15,  1.43it/s]
Batches:  68%|██████▊   | 1730/2531 [57:09<08:36,  1.55it/s]
Batches:  35%|███▌      | 890/2531 [55:28<52:16,  1.91s/it]
Batches:  65%|██████▌   | 1650/2531 [56:04<10:13,  1.44it/s]
Batches:  68%|██████▊   | 1731/2531 [57:10<08:29,  1.57it/s]
Batches:  65%|██████▌   | 1650/2531 [56:38<10:23,  1.41it/s]
Batches:  65%|██████▌   | 1651/2531 [56:05<10:10,  1.44it/s]
Batches:  68%|██████▊   | 1732/2531 [57:10<08:38,  1.54it/s]
Batches:  65%|██████▌   | 1651/2531 [56:38<10:28,  1.40it/s]
Batches:  65%|██████▌   | 1652/2531 [56:05<10:07,  1.45it/s]
Batches:  68%|██████▊   | 1733/2531 [57:11<08:20,  1.60it/s]
Batches:  35%|███▌      | 891/2531 [55:30<52:50,  1.93s/it]
Batches:  65%|██████▌   | 1652/2531 [56:39<11:07,  1.32it/s]
Batches:  65%|██████▌   | 1653/2531 [56:06<10:03,  1.45it/s]
Batches:  69%|██████▊   | 1734/2531 [57:11<08:07,  1.64it/s]
Batches:  65%|██████▌   | 1653/2531 [56:40<10:31,  1.39it/s]
Batches:  69%|██████▊   | 1735/2531 [57:12<08:06,  1.64it/s]
Batches:  65%|██████▌   | 1654/2531 [56:07<10:19,  1.42it/s]
Batches:  65%|██████▌   | 1654/2531 [56:41<10:23,  1.41it/s]
Batches:  69%|██████▊   | 1736/2531 [57:13<08:07,  1.63it/s]
Batches:  65%|██████▌   | 1655/2531 [56:08<10:05,  1.45it/s]
Batches:  35%|███▌      | 892/2531 [55:32<51:48,  1.90s/it]
Batches:  65%|██████▌   | 1655/2531 [56:41<10:28,  1.39it/s]
Batches:  69%|██████▊   | 1737/2531 [57:13<08:08,  1.63it/s]
Batches:  65%|██████▌   | 1656/2531 [56:08<10:13,  1.43it/s]
Batches:  69%|██████▊   | 1738/2531 [57:14<08:06,  1.63it/s]
Batches:  65%|██████▌   | 1656/2531 [56:42<10:45,  1.36it/s]
Batches:  65%|██████▌   | 1657/2531 [56:09<10:31,  1.38it/s]
Batches:  69%|██████▊   | 1739/2531 [57:14<08:05,  1.63it/s]
Batches:  35%|███▌      | 893/2531 [55:34<50:52,  1.86s/it]
Batches:  65%|██████▌   | 1657/2531 [56:43<10:33,  1.38it/s]
Batches:  66%|██████▌   | 1658/2531 [56:10<10:37,  1.37it/s]
Batches:  69%|██████▊   | 1740/2531 [57:15<08:13,  1.60it/s]
Batches:  66%|██████▌   | 1658/2531 [56:43<10:04,  1.44it/s]
Batches:  66%|██████▌   | 1659/2531 [56:10<10:16,  1.41it/s]
Batches:  69%|██████▉   | 1741/2531 [57:16<08:20,  1.58it/s]
Batches:  66%|██████▌   | 1659/2531 [56:44<09:55,  1.46it/s]
Batches:  66%|██████▌   | 1660/2531 [56:11<10:17,  1.41it/s]
Batches:  69%|██████▉   | 1742/2531 [57:16<08:00,  1.64it/s]
Batches:  66%|██████▌   | 1660/2531 [56:45<09:48,  1.48it/s]
Batches:  35%|███▌      | 894/2531 [55:36<51:50,  1.90s/it]
Batches:  66%|██████▌   | 1661/2531 [56:12<09:53,  1.47it/s]
Batches:  69%|██████▉   | 1743/2531 [57:17<08:10,  1.61it/s]
Batches:  66%|██████▌   | 1661/2531 [56:45<09:52,  1.47it/s]
Batches:  69%|██████▉   | 1744/2531 [57:18<08:25,  1.56it/s]
Batches:  66%|██████▌   | 1662/2531 [56:13<10:38,  1.36it/s]
Batches:  66%|██████▌   | 1662/2531 [56:46<10:01,  1.44it/s]
Batches:  69%|██████▉   | 1745/2531 [57:18<08:26,  1.55it/s]
Batches:  66%|██████▌   | 1663/2531 [56:13<10:50,  1.33it/s]
Batches:  35%|███▌      | 895/2531 [55:37<51:34,  1.89s/it]
Batches:  66%|██████▌   | 1663/2531 [56:47<09:59,  1.45it/s]
Batches:  69%|██████▉   | 1746/2531 [57:19<08:50,  1.48it/s]
Batches:  66%|██████▌   | 1664/2531 [56:14<10:55,  1.32it/s]
Batches:  66%|██████▌   | 1664/2531 [56:48<10:21,  1.39it/s]
Batches:  69%|██████▉   | 1747/2531 [57:20<08:36,  1.52it/s]
Batches:  66%|██████▌   | 1665/2531 [56:15<10:36,  1.36it/s]
Batches:  66%|██████▌   | 1665/2531 [56:49<10:59,  1.31it/s]
Batches:  69%|██████▉   | 1748/2531 [57:20<08:48,  1.48it/s]
Batches:  35%|███▌      | 896/2531 [55:39<52:18,  1.92s/it]
Batches:  66%|██████▌   | 1666/2531 [56:16<10:32,  1.37it/s]
Batches:  69%|██████▉   | 1749/2531 [57:21<08:59,  1.45it/s]
Batches:  66%|██████▌   | 1666/2531 [56:49<10:51,  1.33it/s]
Batches:  66%|██████▌   | 1667/2531 [56:16<10:51,  1.33it/s]
Batches:  69%|██████▉   | 1750/2531 [57:22<08:43,  1.49it/s]
Batches:  66%|██████▌   | 1667/2531 [56:50<10:51,  1.33it/s]
Batches:  66%|██████▌   | 1668/2531 [56:17<10:49,  1.33it/s]
Batches:  35%|███▌      | 897/2531 [55:41<51:58,  1.91s/it]
Batches:  69%|██████▉   | 1751/2531 [57:22<08:53,  1.46it/s]
Batches:  66%|██████▌   | 1668/2531 [56:51<10:57,  1.31it/s]
Batches:  66%|██████▌   | 1669/2531 [56:18<10:14,  1.40it/s]
Batches:  69%|██████▉   | 1752/2531 [57:23<09:01,  1.44it/s]
Batches:  66%|██████▌   | 1669/2531 [56:51<10:30,  1.37it/s]
Batches:  66%|██████▌   | 1670/2531 [56:19<10:50,  1.32it/s]
Batches:  69%|██████▉   | 1753/2531 [57:24<08:41,  1.49it/s]
Batches:  66%|██████▌   | 1670/2531 [56:52<10:17,  1.39it/s]
Batches:  35%|███▌      | 898/2531 [55:43<51:44,  1.90s/it]
Batches:  66%|██████▌   | 1671/2531 [56:19<10:39,  1.35it/s]
Batches:  69%|██████▉   | 1754/2531 [57:25<08:49,  1.47it/s]
Batches:  66%|██████▌   | 1671/2531 [56:53<10:32,  1.36it/s]
Batches:  66%|██████▌   | 1672/2531 [56:20<10:06,  1.42it/s]
Batches:  69%|██████▉   | 1755/2531 [57:25<08:58,  1.44it/s]
Batches:  66%|██████▌   | 1672/2531 [56:54<10:18,  1.39it/s]
Batches:  66%|██████▌   | 1673/2531 [56:21<10:00,  1.43it/s]
Batches:  69%|██████▉   | 1756/2531 [57:26<08:55,  1.45it/s]
Batches:  36%|███▌      | 899/2531 [55:45<51:28,  1.89s/it]
Batches:  66%|██████▌   | 1673/2531 [56:54<10:19,  1.38it/s]
Batches:  66%|██████▌   | 1674/2531 [56:21<09:56,  1.44it/s]
Batches:  69%|██████▉   | 1757/2531 [57:27<09:07,  1.41it/s]
Batches:  66%|██████▌   | 1674/2531 [56:55<10:20,  1.38it/s]
Batches:  66%|██████▌   | 1675/2531 [56:22<10:08,  1.41it/s]
Batches:  69%|██████▉   | 1758/2531 [57:27<08:39,  1.49it/s]
Batches:  66%|██████▌   | 1675/2531 [56:56<10:09,  1.40it/s]
Batches:  69%|██████▉   | 1759/2531 [57:28<08:16,  1.55it/s]
Batches:  66%|██████▌   | 1676/2531 [56:23<09:53,  1.44it/s]
Batches:  36%|███▌      | 900/2531 [55:47<51:15,  1.89s/it]
Batches:  66%|██████▌   | 1676/2531 [56:56<09:44,  1.46it/s]
Batches:  70%|██████▉   | 1760/2531 [57:28<08:08,  1.58it/s]
Batches:  66%|██████▋   | 1677/2531 [56:23<09:42,  1.47it/s]
Batches:  66%|██████▋   | 1677/2531 [56:57<09:37,  1.48it/s]
Batches:  70%|██████▉   | 1761/2531 [57:29<08:12,  1.56it/s]
Batches:  66%|██████▋   | 1678/2531 [56:24<10:04,  1.41it/s]
Batches:  66%|██████▋   | 1678/2531 [56:58<09:32,  1.49it/s]
Batches:  70%|██████▉   | 1762/2531 [57:30<08:22,  1.53it/s]
Batches:  66%|██████▋   | 1679/2531 [56:25<09:57,  1.43it/s]
Batches:  36%|███▌      | 901/2531 [55:49<52:01,  1.92s/it]
Batches:  66%|██████▋   | 1679/2531 [56:58<09:59,  1.42it/s]
Batches:  70%|██████▉   | 1763/2531 [57:31<08:35,  1.49it/s]
Batches:  66%|██████▋   | 1680/2531 [56:26<10:00,  1.42it/s]
Batches:  70%|██████▉   | 1764/2531 [57:31<08:23,  1.52it/s]
Batches:  66%|██████▋   | 1680/2531 [56:59<10:18,  1.38it/s]
Batches:  66%|██████▋   | 1681/2531 [56:26<10:01,  1.41it/s]
Batches:  70%|██████▉   | 1765/2531 [57:32<08:22,  1.52it/s]
Batches:  66%|██████▋   | 1681/2531 [57:00<10:25,  1.36it/s]
Batches:  36%|███▌      | 902/2531 [55:51<52:34,  1.94s/it]
Batches:  66%|██████▋   | 1682/2531 [56:27<09:46,  1.45it/s]
Batches:  70%|██████▉   | 1766/2531 [57:33<08:35,  1.48it/s]
Batches:  66%|██████▋   | 1682/2531 [57:01<10:20,  1.37it/s]
Batches:  66%|██████▋   | 1683/2531 [56:28<09:36,  1.47it/s]
Batches:  70%|██████▉   | 1767/2531 [57:33<08:51,  1.44it/s]
Batches:  66%|██████▋   | 1683/2531 [57:01<10:25,  1.35it/s]
Batches:  67%|██████▋   | 1684/2531 [56:28<09:43,  1.45it/s]
Batches:  70%|██████▉   | 1768/2531 [57:34<08:45,  1.45it/s]
Batches:  67%|██████▋   | 1684/2531 [57:02<10:11,  1.39it/s]
Batches:  67%|██████▋   | 1685/2531 [56:29<09:33,  1.47it/s]
Batches:  36%|███▌      | 903/2531 [55:53<53:58,  1.99s/it]
Batches:  70%|██████▉   | 1769/2531 [57:35<08:21,  1.52it/s]
Batches:  67%|██████▋   | 1685/2531 [57:03<10:18,  1.37it/s]
Batches:  67%|██████▋   | 1686/2531 [56:30<09:57,  1.41it/s]
Batches:  70%|██████▉   | 1770/2531 [57:35<08:02,  1.58it/s]
Batches:  67%|██████▋   | 1686/2531 [57:04<10:08,  1.39it/s]
Batches:  67%|██████▋   | 1687/2531 [56:30<09:49,  1.43it/s]
Batches:  70%|██████▉   | 1771/2531 [57:36<07:50,  1.61it/s]
Batches:  36%|███▌      | 904/2531 [55:55<53:17,  1.97s/it]
Batches:  67%|██████▋   | 1688/2531 [56:31<09:43,  1.44it/s]
Batches:  67%|██████▋   | 1687/2531 [57:04<10:16,  1.37it/s]
Batches:  70%|███████   | 1772/2531 [57:36<08:05,  1.56it/s]
Batches:  67%|██████▋   | 1689/2531 [56:32<09:24,  1.49it/s]
Batches:  67%|██████▋   | 1688/2531 [57:05<10:12,  1.38it/s]
Batches:  70%|███████   | 1773/2531 [57:37<08:08,  1.55it/s]
Batches:  67%|██████▋   | 1690/2531 [56:32<09:48,  1.43it/s]
Batches:  70%|███████   | 1774/2531 [57:38<08:09,  1.55it/s]
Batches:  67%|██████▋   | 1689/2531 [57:06<10:09,  1.38it/s]
Batches:  36%|███▌      | 905/2531 [55:57<52:48,  1.95s/it]
Batches:  67%|██████▋   | 1691/2531 [56:33<09:27,  1.48it/s]
Batches:  70%|███████   | 1775/2531 [57:38<08:10,  1.54it/s]
Batches:  67%|██████▋   | 1690/2531 [57:07<10:01,  1.40it/s]
Batches:  67%|██████▋   | 1692/2531 [56:34<09:21,  1.49it/s]
Batches:  70%|███████   | 1776/2531 [57:39<07:55,  1.59it/s]
Batches:  67%|██████▋   | 1691/2531 [57:07<09:38,  1.45it/s]
Batches:  70%|███████   | 1777/2531 [57:40<07:50,  1.60it/s]
Batches:  67%|██████▋   | 1693/2531 [56:34<09:16,  1.51it/s]
Batches:  67%|██████▋   | 1692/2531 [57:08<09:48,  1.43it/s]
Batches:  36%|███▌      | 906/2531 [55:59<53:03,  1.96s/it]
Batches:  70%|███████   | 1778/2531 [57:40<07:55,  1.58it/s]
Batches:  67%|██████▋   | 1694/2531 [56:35<09:19,  1.50it/s]
Batches:  67%|██████▋   | 1693/2531 [57:09<09:45,  1.43it/s]
Batches:  70%|███████   | 1779/2531 [57:41<08:06,  1.55it/s]
Batches:  67%|██████▋   | 1695/2531 [56:36<09:46,  1.42it/s]
Batches:  67%|██████▋   | 1694/2531 [57:09<09:34,  1.46it/s]
Batches:  70%|███████   | 1780/2531 [57:42<08:06,  1.54it/s]
Batches:  67%|██████▋   | 1696/2531 [56:36<09:23,  1.48it/s]
Batches:  67%|██████▋   | 1695/2531 [57:10<09:26,  1.47it/s]
Batches:  36%|███▌      | 907/2531 [56:01<53:14,  1.97s/it]
Batches:  70%|███████   | 1781/2531 [57:42<07:51,  1.59it/s]
Batches:  67%|██████▋   | 1697/2531 [56:37<09:24,  1.48it/s]
Batches:  67%|██████▋   | 1696/2531 [57:10<09:11,  1.52it/s]
Batches:  70%|███████   | 1782/2531 [57:43<07:48,  1.60it/s]
Batches:  67%|██████▋   | 1698/2531 [56:38<09:31,  1.46it/s]
Batches:  67%|██████▋   | 1697/2531 [57:11<09:39,  1.44it/s]
Batches:  70%|███████   | 1783/2531 [57:43<07:46,  1.60it/s]
Batches:  67%|██████▋   | 1699/2531 [56:39<09:46,  1.42it/s]
Batches:  67%|██████▋   | 1698/2531 [57:12<09:47,  1.42it/s]
Batches:  36%|███▌      | 908/2531 [56:03<52:49,  1.95s/it]
Batches:  70%|███████   | 1784/2531 [57:44<08:07,  1.53it/s]
Batches:  67%|██████▋   | 1700/2531 [56:39<09:40,  1.43it/s]
Batches:  67%|██████▋   | 1699/2531 [57:13<09:36,  1.44it/s]
Batches:  71%|███████   | 1785/2531 [57:45<07:59,  1.56it/s]
Batches:  67%|██████▋   | 1701/2531 [56:40<09:28,  1.46it/s]
Batches:  67%|██████▋   | 1700/2531 [57:13<09:33,  1.45it/s]
Batches:  71%|███████   | 1786/2531 [57:45<07:43,  1.61it/s]
Batches:  36%|███▌      | 909/2531 [56:05<51:44,  1.91s/it]
Batches:  67%|██████▋   | 1702/2531 [56:41<09:34,  1.44it/s]
Batches:  71%|███████   | 1787/2531 [57:46<07:42,  1.61it/s]
Batches:  67%|██████▋   | 1701/2531 [57:14<09:30,  1.45it/s]
Batches:  71%|███████   | 1788/2531 [57:46<07:20,  1.69it/s]
Batches:  67%|██████▋   | 1703/2531 [56:41<09:30,  1.45it/s]
Batches:  67%|██████▋   | 1702/2531 [57:15<09:39,  1.43it/s]
Batches:  71%|███████   | 1789/2531 [57:47<07:23,  1.67it/s]
Batches:  67%|██████▋   | 1703/2531 [57:15<09:18,  1.48it/s]
Batches:  67%|██████▋   | 1704/2531 [56:42<09:50,  1.40it/s]
Batches:  71%|███████   | 1790/2531 [57:48<07:20,  1.68it/s]
Batches:  36%|███▌      | 910/2531 [56:06<51:23,  1.90s/it]
Batches:  67%|██████▋   | 1704/2531 [57:16<09:07,  1.51it/s]
Batches:  67%|██████▋   | 1705/2531 [56:43<10:05,  1.36it/s]
Batches:  71%|███████   | 1791/2531 [57:48<07:17,  1.69it/s]
Batches:  67%|██████▋   | 1705/2531 [57:17<09:14,  1.49it/s]
Batches:  67%|██████▋   | 1706/2531 [56:44<09:51,  1.39it/s]
Batches:  71%|███████   | 1792/2531 [57:49<07:23,  1.67it/s]
Batches:  67%|██████▋   | 1707/2531 [56:44<09:26,  1.45it/s]
Batches:  67%|██████▋   | 1706/2531 [57:17<09:43,  1.42it/s]
Batches:  71%|███████   | 1793/2531 [57:49<07:24,  1.66it/s]
Batches:  36%|███▌      | 911/2531 [56:08<51:13,  1.90s/it]
Batches:  71%|███████   | 1794/2531 [57:50<07:26,  1.65it/s]
Batches:  67%|██████▋   | 1708/2531 [56:45<09:46,  1.40it/s]
Batches:  67%|██████▋   | 1707/2531 [57:18<10:09,  1.35it/s]
Batches:  71%|███████   | 1795/2531 [57:51<07:28,  1.64it/s]
Batches:  68%|██████▊   | 1709/2531 [56:45<09:06,  1.50it/s]
Batches:  67%|██████▋   | 1708/2531 [57:19<10:20,  1.33it/s]
Batches:  71%|███████   | 1796/2531 [57:51<07:43,  1.59it/s]
Batches:  36%|███▌      | 912/2531 [56:10<51:04,  1.89s/it]
Batches:  68%|██████▊   | 1710/2531 [56:46<09:32,  1.43it/s]
Batches:  68%|██████▊   | 1709/2531 [57:20<10:11,  1.34it/s]
Batches:  71%|███████   | 1797/2531 [57:52<08:08,  1.50it/s]
Batches:  68%|██████▊   | 1711/2531 [56:47<09:29,  1.44it/s]
Batches:  68%|██████▊   | 1710/2531 [57:20<09:49,  1.39it/s]
Batches:  71%|███████   | 1798/2531 [57:53<08:10,  1.49it/s]
Batches:  68%|██████▊   | 1712/2531 [56:48<09:10,  1.49it/s]
Batches:  68%|██████▊   | 1711/2531 [57:21<09:40,  1.41it/s]
Batches:  71%|███████   | 1799/2531 [57:53<07:51,  1.55it/s]
Batches:  68%|██████▊   | 1713/2531 [56:48<08:56,  1.52it/s]
Batches:  36%|███▌      | 913/2531 [56:12<52:36,  1.95s/it]
Batches:  68%|██████▊   | 1712/2531 [57:22<09:42,  1.41it/s]
Batches:  71%|███████   | 1800/2531 [57:54<07:43,  1.58it/s]
Batches:  68%|██████▊   | 1714/2531 [56:49<09:26,  1.44it/s]
Batches:  68%|██████▊   | 1713/2531 [57:23<09:28,  1.44it/s]
Batches:  71%|███████   | 1801/2531 [57:55<07:38,  1.59it/s]
Batches:  68%|██████▊   | 1715/2531 [56:50<09:07,  1.49it/s]
Batches:  68%|██████▊   | 1714/2531 [57:23<09:35,  1.42it/s]
Batches:  71%|███████   | 1802/2531 [57:55<07:43,  1.57it/s]
Batches:  36%|███▌      | 914/2531 [56:14<52:14,  1.94s/it]
Batches:  68%|██████▊   | 1716/2531 [56:50<09:40,  1.40it/s]
Batches:  71%|███████   | 1803/2531 [57:56<07:29,  1.62it/s]
Batches:  68%|██████▊   | 1715/2531 [57:24<10:02,  1.35it/s]
Batches:  68%|██████▊   | 1717/2531 [56:51<09:33,  1.42it/s]
Batches:  71%|███████▏  | 1804/2531 [57:56<07:22,  1.64it/s]
Batches:  68%|██████▊   | 1716/2531 [57:25<10:11,  1.33it/s]
Batches:  68%|██████▊   | 1718/2531 [56:52<09:20,  1.45it/s]
Batches:  71%|███████▏  | 1805/2531 [57:57<07:09,  1.69it/s]
Batches:  36%|███▌      | 915/2531 [56:16<51:57,  1.93s/it]
Batches:  68%|██████▊   | 1717/2531 [57:26<09:53,  1.37it/s]
Batches:  71%|███████▏  | 1806/2531 [57:57<06:55,  1.75it/s]
Batches:  68%|██████▊   | 1719/2531 [56:52<09:18,  1.45it/s]
Batches:  71%|███████▏  | 1807/2531 [57:58<07:17,  1.65it/s]
Batches:  68%|██████▊   | 1718/2531 [57:26<10:05,  1.34it/s]
Batches:  68%|██████▊   | 1720/2531 [56:53<08:59,  1.50it/s]
Batches:  71%|███████▏  | 1808/2531 [57:59<07:20,  1.64it/s]
Batches:  68%|██████▊   | 1719/2531 [57:27<09:24,  1.44it/s]
Batches:  68%|██████▊   | 1721/2531 [56:54<09:12,  1.47it/s]
Batches:  36%|███▌      | 916/2531 [56:18<52:18,  1.94s/it]
Batches:  71%|███████▏  | 1809/2531 [57:59<07:29,  1.61it/s]
Batches:  68%|██████▊   | 1720/2531 [57:28<09:07,  1.48it/s]
Batches:  68%|██████▊   | 1722/2531 [56:54<09:12,  1.46it/s]
Batches:  72%|███████▏  | 1810/2531 [58:00<07:26,  1.62it/s]
Batches:  68%|██████▊   | 1721/2531 [57:28<09:03,  1.49it/s]
Batches:  68%|██████▊   | 1723/2531 [56:55<09:04,  1.48it/s]
Batches:  72%|███████▏  | 1811/2531 [58:01<07:32,  1.59it/s]
Batches:  68%|██████▊   | 1722/2531 [57:29<09:07,  1.48it/s]
Batches:  68%|██████▊   | 1724/2531 [56:56<08:50,  1.52it/s]
Batches:  36%|███▌      | 917/2531 [56:20<52:03,  1.94s/it]
Batches:  72%|███████▏  | 1812/2531 [58:01<07:20,  1.63it/s]
Batches:  68%|██████▊   | 1723/2531 [57:30<09:08,  1.47it/s]
Batches:  68%|██████▊   | 1725/2531 [56:56<09:19,  1.44it/s]
Batches:  72%|███████▏  | 1813/2531 [58:02<07:33,  1.58it/s]
Batches:  68%|██████▊   | 1724/2531 [57:30<09:09,  1.47it/s]
Batches:  68%|██████▊   | 1726/2531 [56:57<09:00,  1.49it/s]
Batches:  72%|███████▏  | 1814/2531 [58:03<07:44,  1.54it/s]
Batches:  68%|██████▊   | 1725/2531 [57:31<09:03,  1.48it/s]
Batches:  68%|██████▊   | 1727/2531 [56:58<08:39,  1.55it/s]
Batches:  36%|███▋      | 918/2531 [56:22<51:19,  1.91s/it]
Batches:  72%|███████▏  | 1815/2531 [58:03<07:30,  1.59it/s]
Batches:  68%|██████▊   | 1726/2531 [57:32<08:58,  1.49it/s]
Batches:  68%|██████▊   | 1728/2531 [56:58<08:57,  1.49it/s]
Batches:  72%|███████▏  | 1816/2531 [58:04<07:19,  1.63it/s]
Batches:  68%|██████▊   | 1727/2531 [57:32<09:03,  1.48it/s]
Batches:  68%|██████▊   | 1729/2531 [56:59<08:44,  1.53it/s]
Batches:  72%|███████▏  | 1817/2531 [58:04<07:20,  1.62it/s]
Batches:  68%|██████▊   | 1730/2531 [57:00<08:25,  1.58it/s]
Batches:  68%|██████▊   | 1728/2531 [57:33<08:58,  1.49it/s]
Batches:  36%|███▋      | 919/2531 [56:24<51:36,  1.92s/it]
Batches:  72%|███████▏  | 1818/2531 [58:05<07:32,  1.58it/s]
Batches:  68%|██████▊   | 1729/2531 [57:34<08:39,  1.54it/s]
Batches:  68%|██████▊   | 1731/2531 [57:00<08:21,  1.59it/s]
Batches:  72%|███████▏  | 1819/2531 [58:06<07:08,  1.66it/s]
Batches:  68%|██████▊   | 1730/2531 [57:34<08:50,  1.51it/s]
Batches:  68%|██████▊   | 1732/2531 [57:01<08:35,  1.55it/s]
Batches:  72%|███████▏  | 1820/2531 [58:06<07:33,  1.57it/s]
Batches:  68%|██████▊   | 1733/2531 [57:02<08:20,  1.60it/s]
Batches:  68%|██████▊   | 1731/2531 [57:35<08:56,  1.49it/s]
Batches:  36%|███▋      | 920/2531 [56:26<51:17,  1.91s/it]
Batches:  72%|███████▏  | 1821/2531 [58:07<07:55,  1.49it/s]
Batches:  69%|██████▊   | 1734/2531 [57:02<08:10,  1.63it/s]
Batches:  68%|██████▊   | 1732/2531 [57:36<08:53,  1.50it/s]
Batches:  72%|███████▏  | 1822/2531 [58:08<07:37,  1.55it/s]
Batches:  69%|██████▊   | 1735/2531 [57:03<08:24,  1.58it/s]
Batches:  68%|██████▊   | 1733/2531 [57:36<08:50,  1.50it/s]
Batches:  72%|███████▏  | 1823/2531 [58:08<07:11,  1.64it/s]
Batches:  69%|██████▊   | 1736/2531 [57:03<08:09,  1.62it/s]
Batches:  36%|███▋      | 921/2531 [56:28<50:29,  1.88s/it]
Batches:  69%|██████▊   | 1734/2531 [57:37<08:38,  1.54it/s]
Batches:  72%|███████▏  | 1824/2531 [58:09<07:05,  1.66it/s]
Batches:  69%|██████▊   | 1737/2531 [57:04<08:23,  1.58it/s]
Batches:  72%|███████▏  | 1825/2531 [58:09<07:02,  1.67it/s]
Batches:  69%|██████▊   | 1735/2531 [57:37<08:39,  1.53it/s]
Batches:  69%|██████▊   | 1738/2531 [57:05<08:19,  1.59it/s]
Batches:  72%|███████▏  | 1826/2531 [58:10<07:05,  1.66it/s]
Batches:  69%|██████▊   | 1736/2531 [57:38<08:48,  1.50it/s]
Batches:  36%|███▋      | 922/2531 [56:29<49:52,  1.86s/it]
Batches:  69%|██████▊   | 1739/2531 [57:05<08:30,  1.55it/s]
Batches:  72%|███████▏  | 1827/2531 [58:11<07:01,  1.67it/s]
Batches:  69%|██████▊   | 1737/2531 [57:39<08:45,  1.51it/s]
Batches:  72%|███████▏  | 1828/2531 [58:11<06:58,  1.68it/s]
Batches:  69%|██████▊   | 1740/2531 [57:06<08:37,  1.53it/s]
Batches:  69%|██████▊   | 1738/2531 [57:40<09:00,  1.47it/s]
Batches:  72%|███████▏  | 1829/2531 [58:12<06:55,  1.69it/s]
Batches:  69%|██████▉   | 1741/2531 [57:07<08:42,  1.51it/s]
Batches:  69%|██████▊   | 1739/2531 [57:40<09:02,  1.46it/s]
Batches:  36%|███▋      | 923/2531 [56:31<49:14,  1.84s/it]
Batches:  72%|███████▏  | 1830/2531 [58:12<07:00,  1.67it/s]
Batches:  69%|██████▉   | 1742/2531 [57:07<08:47,  1.50it/s]
Batches:  69%|██████▊   | 1740/2531 [57:41<08:55,  1.48it/s]
Batches:  72%|███████▏  | 1831/2531 [58:13<07:04,  1.65it/s]
Batches:  69%|██████▉   | 1743/2531 [57:08<08:43,  1.51it/s]
Batches:  69%|██████▉   | 1741/2531 [57:42<08:42,  1.51it/s]
Batches:  72%|███████▏  | 1832/2531 [58:13<06:46,  1.72it/s]
Batches:  69%|██████▉   | 1744/2531 [57:09<08:30,  1.54it/s]
Batches:  37%|███▋      | 924/2531 [56:33<49:04,  1.83s/it]
Batches:  69%|██████▉   | 1742/2531 [57:42<08:49,  1.49it/s]
Batches:  72%|███████▏  | 1833/2531 [58:14<07:07,  1.63it/s]
Batches:  69%|██████▉   | 1745/2531 [57:09<08:15,  1.59it/s]
Batches:  72%|███████▏  | 1834/2531 [58:15<07:02,  1.65it/s]
Batches:  69%|██████▉   | 1743/2531 [57:43<08:51,  1.48it/s]
Batches:  69%|██████▉   | 1746/2531 [57:10<08:12,  1.60it/s]
Batches:  73%|███████▎  | 1835/2531 [58:15<06:50,  1.70it/s]
Batches:  69%|██████▉   | 1744/2531 [57:43<08:28,  1.55it/s]
Batches:  69%|██████▉   | 1747/2531 [57:10<07:54,  1.65it/s]
Batches:  37%|███▋      | 925/2531 [56:35<49:09,  1.84s/it]
Batches:  73%|███████▎  | 1836/2531 [58:16<06:54,  1.68it/s]
Batches:  69%|██████▉   | 1745/2531 [57:44<08:45,  1.50it/s]
Batches:  69%|██████▉   | 1748/2531 [57:11<08:18,  1.57it/s]
Batches:  73%|███████▎  | 1837/2531 [58:17<07:19,  1.58it/s]
Batches:  69%|██████▉   | 1746/2531 [57:45<08:32,  1.53it/s]
Batches:  69%|██████▉   | 1749/2531 [57:12<08:35,  1.52it/s]
Batches:  73%|███████▎  | 1838/2531 [58:17<06:56,  1.66it/s]
Batches:  69%|██████▉   | 1747/2531 [57:45<08:25,  1.55it/s]
Batches:  69%|██████▉   | 1750/2531 [57:12<08:18,  1.57it/s]
Batches:  73%|███████▎  | 1839/2531 [58:18<06:32,  1.76it/s]
Batches:  69%|██████▉   | 1748/2531 [57:46<08:18,  1.57it/s]
Batches:  37%|███▋      | 926/2531 [56:37<51:11,  1.91s/it]
Batches:  73%|███████▎  | 1840/2531 [58:18<06:36,  1.74it/s]
Batches:  69%|██████▉   | 1751/2531 [57:13<08:34,  1.51it/s]
Batches:  69%|██████▉   | 1749/2531 [57:47<08:13,  1.59it/s]
Batches:  73%|███████▎  | 1841/2531 [58:19<06:31,  1.76it/s]
Batches:  69%|██████▉   | 1752/2531 [57:14<08:23,  1.55it/s]
Batches:  69%|██████▉   | 1750/2531 [57:47<08:11,  1.59it/s]
Batches:  73%|███████▎  | 1842/2531 [58:19<06:41,  1.72it/s]
Batches:  69%|██████▉   | 1753/2531 [57:14<08:08,  1.59it/s]
Batches:  69%|██████▉   | 1751/2531 [57:48<08:17,  1.57it/s]
Batches:  37%|███▋      | 927/2531 [56:39<51:26,  1.92s/it]
Batches:  73%|███████▎  | 1843/2531 [58:20<06:39,  1.72it/s]
Batches:  69%|██████▉   | 1754/2531 [57:15<08:06,  1.60it/s]
Batches:  73%|███████▎  | 1844/2531 [58:21<06:39,  1.72it/s]
Batches:  69%|██████▉   | 1752/2531 [57:49<08:44,  1.49it/s]
Batches:  69%|██████▉   | 1755/2531 [57:16<08:27,  1.53it/s]
Batches:  73%|███████▎  | 1845/2531 [58:21<06:40,  1.71it/s]
Batches:  69%|██████▉   | 1753/2531 [57:49<08:24,  1.54it/s]
Batches:  69%|██████▉   | 1756/2531 [57:16<08:32,  1.51it/s]
Batches:  73%|███████▎  | 1846/2531 [58:22<06:28,  1.76it/s]
Batches:  37%|███▋      | 928/2531 [56:41<50:46,  1.90s/it]
Batches:  69%|██████▉   | 1754/2531 [57:50<08:40,  1.49it/s]
Batches:  69%|██████▉   | 1757/2531 [57:17<08:35,  1.50it/s]
Batches:  73%|███████▎  | 1847/2531 [58:22<06:29,  1.75it/s]
Batches:  69%|██████▉   | 1755/2531 [57:51<08:37,  1.50it/s]
Batches:  73%|███████▎  | 1848/2531 [58:23<06:30,  1.75it/s]
Batches:  69%|██████▉   | 1758/2531 [57:18<08:45,  1.47it/s]
Batches:  69%|██████▉   | 1756/2531 [57:51<08:56,  1.44it/s]
Batches:  73%|███████▎  | 1849/2531 [58:23<06:32,  1.74it/s]
Batches:  69%|██████▉   | 1759/2531 [57:18<08:44,  1.47it/s]
Batches:  37%|███▋      | 929/2531 [56:43<50:20,  1.89s/it]
Batches:  73%|███████▎  | 1850/2531 [58:24<06:33,  1.73it/s]
Batches:  69%|██████▉   | 1757/2531 [57:52<08:54,  1.45it/s]
Batches:  70%|██████▉   | 1760/2531 [57:19<08:51,  1.45it/s]
Batches:  73%|███████▎  | 1851/2531 [58:25<06:25,  1.76it/s]
Batches:  69%|██████▉   | 1758/2531 [57:53<08:36,  1.50it/s]
Batches:  70%|██████▉   | 1761/2531 [57:20<08:42,  1.47it/s]
Batches:  73%|███████▎  | 1852/2531 [58:25<06:16,  1.80it/s]
Batches:  69%|██████▉   | 1759/2531 [57:53<08:26,  1.52it/s]
Batches:  70%|██████▉   | 1762/2531 [57:20<08:28,  1.51it/s]
Batches:  37%|███▋      | 930/2531 [56:44<50:34,  1.90s/it]
Batches:  73%|███████▎  | 1853/2531 [58:26<06:15,  1.80it/s]
Batches:  70%|██████▉   | 1760/2531 [57:54<08:19,  1.54it/s]
Batches:  73%|███████▎  | 1854/2531 [58:26<06:21,  1.77it/s]
Batches:  70%|██████▉   | 1763/2531 [57:21<08:39,  1.48it/s]
Batches:  70%|██████▉   | 1761/2531 [57:55<08:13,  1.56it/s]
Batches:  73%|███████▎  | 1855/2531 [58:27<06:32,  1.72it/s]
Batches:  70%|██████▉   | 1764/2531 [57:22<08:25,  1.52it/s]
Batches:  70%|██████▉   | 1762/2531 [57:55<08:09,  1.57it/s]
Batches:  73%|███████▎  | 1856/2531 [58:27<06:37,  1.70it/s]
Batches:  37%|███▋      | 931/2531 [56:46<50:45,  1.90s/it]
Batches:  70%|██████▉   | 1765/2531 [57:22<08:14,  1.55it/s]
Batches:  70%|██████▉   | 1763/2531 [57:56<08:27,  1.51it/s]
Batches:  73%|███████▎  | 1857/2531 [58:28<06:23,  1.76it/s]
Batches:  70%|██████▉   | 1766/2531 [57:23<08:37,  1.48it/s]
Batches:  70%|██████▉   | 1764/2531 [57:57<08:17,  1.54it/s]
Batches:  73%|███████▎  | 1858/2531 [58:29<06:46,  1.66it/s]
Batches:  70%|██████▉   | 1767/2531 [57:24<08:16,  1.54it/s]
Batches:  70%|██████▉   | 1765/2531 [57:57<08:01,  1.59it/s]
Batches:  73%|███████▎  | 1859/2531 [58:29<06:34,  1.70it/s]
Batches:  70%|██████▉   | 1768/2531 [57:24<07:48,  1.63it/s]
Batches:  37%|███▋      | 932/2531 [56:48<50:50,  1.91s/it]
Batches:  70%|██████▉   | 1766/2531 [57:58<08:24,  1.52it/s]
Batches:  73%|███████▎  | 1860/2531 [58:30<06:39,  1.68it/s]
Batches:  70%|██████▉   | 1769/2531 [57:25<08:12,  1.55it/s]
Batches:  74%|███████▎  | 1861/2531 [58:30<06:36,  1.69it/s]
Batches:  70%|██████▉   | 1767/2531 [57:59<08:31,  1.49it/s]
Batches:  70%|██████▉   | 1770/2531 [57:26<08:28,  1.50it/s]
Batches:  74%|███████▎  | 1862/2531 [58:31<06:33,  1.70it/s]
Batches:  70%|██████▉   | 1768/2531 [57:59<08:28,  1.50it/s]
Batches:  37%|███▋      | 933/2531 [56:50<50:06,  1.88s/it]
Batches:  70%|██████▉   | 1771/2531 [57:26<08:30,  1.49it/s]
Batches:  74%|███████▎  | 1863/2531 [58:32<06:25,  1.73it/s]
Batches:  70%|██████▉   | 1769/2531 [58:00<08:16,  1.53it/s]
Batches:  74%|███████▎  | 1864/2531 [58:32<06:17,  1.76it/s]
Batches:  70%|███████   | 1772/2531 [57:27<08:32,  1.48it/s]
Batches:  70%|██████▉   | 1770/2531 [58:00<08:07,  1.56it/s]
Batches:  74%|███████▎  | 1865/2531 [58:33<06:12,  1.79it/s]
Batches:  70%|███████   | 1773/2531 [57:28<08:09,  1.55it/s]
Batches:  70%|██████▉   | 1771/2531 [58:01<08:03,  1.57it/s]
Batches:  74%|███████▎  | 1866/2531 [58:33<06:04,  1.82it/s]
Batches:  37%|███▋      | 934/2531 [56:52<51:23,  1.93s/it]
Batches:  70%|███████   | 1774/2531 [57:28<07:53,  1.60it/s]
Batches:  74%|███████▍  | 1867/2531 [58:34<06:03,  1.83it/s]
Batches:  70%|███████   | 1772/2531 [58:02<08:13,  1.54it/s]
Batches:  70%|███████   | 1775/2531 [57:29<07:49,  1.61it/s]
Batches:  74%|███████▍  | 1868/2531 [58:34<06:02,  1.83it/s]
Batches:  70%|███████   | 1773/2531 [58:02<08:22,  1.51it/s]
Batches:  70%|███████   | 1776/2531 [57:29<07:48,  1.61it/s]
Batches:  74%|███████▍  | 1869/2531 [58:35<06:07,  1.80it/s]
Batches:  70%|███████   | 1774/2531 [58:03<08:20,  1.51it/s]
Batches:  37%|███▋      | 935/2531 [56:54<50:29,  1.90s/it]
Batches:  70%|███████   | 1777/2531 [57:30<08:10,  1.54it/s]
Batches:  74%|███████▍  | 1870/2531 [58:35<06:06,  1.80it/s]
Batches:  70%|███████   | 1775/2531 [58:04<08:10,  1.54it/s]
Batches:  70%|███████   | 1778/2531 [57:31<07:54,  1.59it/s]
Batches:  74%|███████▍  | 1871/2531 [58:36<06:17,  1.75it/s]
Batches:  70%|███████   | 1776/2531 [58:04<08:02,  1.56it/s]
Batches:  74%|███████▍  | 1872/2531 [58:37<06:12,  1.77it/s]
Batches:  70%|███████   | 1779/2531 [57:31<08:19,  1.51it/s]
Batches:  70%|███████   | 1777/2531 [58:05<08:06,  1.55it/s]
Batches:  37%|███▋      | 936/2531 [56:56<50:52,  1.91s/it]
Batches:  74%|███████▍  | 1873/2531 [58:37<06:15,  1.75it/s]
Batches:  70%|███████   | 1780/2531 [57:32<08:01,  1.56it/s]
Batches:  70%|███████   | 1778/2531 [58:06<07:54,  1.59it/s]
Batches:  74%|███████▍  | 1874/2531 [58:38<06:05,  1.80it/s]
Batches:  70%|███████   | 1781/2531 [57:33<07:56,  1.57it/s]
Batches:  70%|███████   | 1779/2531 [58:06<07:45,  1.62it/s]
Batches:  74%|███████▍  | 1875/2531 [58:38<06:08,  1.78it/s]
Batches:  70%|███████   | 1782/2531 [57:33<07:52,  1.59it/s]
Batches:  70%|███████   | 1780/2531 [58:07<07:35,  1.65it/s]
Batches:  74%|███████▍  | 1876/2531 [58:39<06:05,  1.79it/s]
Batches:  70%|███████   | 1783/2531 [57:34<07:28,  1.67it/s]
Batches:  37%|███▋      | 937/2531 [56:58<50:53,  1.92s/it]
Batches:  70%|███████   | 1781/2531 [58:07<07:29,  1.67it/s]
Batches:  74%|███████▍  | 1877/2531 [58:39<06:03,  1.80it/s]
Batches:  70%|███████   | 1784/2531 [57:34<07:33,  1.65it/s]
Batches:  74%|███████▍  | 1878/2531 [58:40<05:49,  1.87it/s]
Batches:  70%|███████   | 1782/2531 [58:08<07:26,  1.68it/s]
Batches:  71%|███████   | 1785/2531 [57:35<07:20,  1.69it/s]
Batches:  74%|███████▍  | 1879/2531 [58:40<05:59,  1.81it/s]
Batches:  70%|███████   | 1783/2531 [58:09<07:22,  1.69it/s]
Batches:  71%|███████   | 1786/2531 [57:36<07:11,  1.73it/s]
Batches:  37%|███▋      | 938/2531 [57:00<50:09,  1.89s/it]
Batches:  74%|███████▍  | 1880/2531 [58:41<05:40,  1.91it/s]
Batches:  70%|███████   | 1784/2531 [58:09<07:42,  1.62it/s]
Batches:  71%|███████   | 1787/2531 [57:36<07:10,  1.73it/s]
Batches:  74%|███████▍  | 1881/2531 [58:41<05:50,  1.85it/s]
Batches:  71%|███████   | 1785/2531 [58:10<07:32,  1.65it/s]
Batches:  71%|███████   | 1788/2531 [57:37<07:18,  1.69it/s]
Batches:  74%|███████▍  | 1882/2531 [58:42<05:47,  1.87it/s]
Batches:  71%|███████   | 1786/2531 [58:10<07:36,  1.63it/s]
Batches:  71%|███████   | 1789/2531 [57:37<07:17,  1.70it/s]
Batches:  74%|███████▍  | 1883/2531 [58:43<05:56,  1.82it/s]
Batches:  37%|███▋      | 939/2531 [57:02<49:46,  1.88s/it]
Batches:  71%|███████   | 1787/2531 [58:11<07:28,  1.66it/s]
Batches:  71%|███████   | 1790/2531 [57:38<07:21,  1.68it/s]
Batches:  74%|███████▍  | 1884/2531 [58:43<06:01,  1.79it/s]
Batches:  71%|███████   | 1788/2531 [58:12<07:46,  1.59it/s]
Batches:  74%|███████▍  | 1885/2531 [58:44<05:59,  1.80it/s]
Batches:  71%|███████   | 1791/2531 [57:38<07:19,  1.68it/s]
Batches:  75%|███████▍  | 1886/2531 [58:44<05:57,  1.80it/s]
Batches:  71%|███████   | 1789/2531 [58:12<07:52,  1.57it/s]
Batches:  71%|███████   | 1792/2531 [57:39<07:31,  1.64it/s]
Batches:  37%|███▋      | 940/2531 [57:03<48:53,  1.84s/it]
Batches:  75%|███████▍  | 1887/2531 [58:45<05:51,  1.83it/s]
Batches:  71%|███████   | 1793/2531 [57:40<07:18,  1.68it/s]
Batches:  71%|███████   | 1790/2531 [58:13<07:56,  1.55it/s]
Batches:  75%|███████▍  | 1888/2531 [58:45<05:40,  1.89it/s]
Batches:  71%|███████   | 1794/2531 [57:40<07:08,  1.72it/s]
Batches:  71%|███████   | 1791/2531 [58:14<07:50,  1.57it/s]
Batches:  75%|███████▍  | 1889/2531 [58:46<05:42,  1.88it/s]
Batches:  71%|███████   | 1795/2531 [57:41<07:23,  1.66it/s]
Batches:  71%|███████   | 1792/2531 [58:14<07:45,  1.59it/s]
Batches:  37%|███▋      | 941/2531 [57:05<48:36,  1.83s/it]
Batches:  75%|███████▍  | 1890/2531 [58:46<05:33,  1.92it/s]
Batches:  71%|███████   | 1796/2531 [57:41<07:11,  1.70it/s]
Batches:  75%|███████▍  | 1891/2531 [58:47<05:37,  1.90it/s]
Batches:  71%|███████   | 1793/2531 [58:15<07:59,  1.54it/s]
Batches:  71%|███████   | 1797/2531 [57:42<07:33,  1.62it/s]
Batches:  75%|███████▍  | 1892/2531 [58:47<05:46,  1.85it/s]
Batches:  71%|███████   | 1794/2531 [58:16<07:53,  1.56it/s]
Batches:  71%|███████   | 1798/2531 [57:43<07:40,  1.59it/s]
Batches:  37%|███▋      | 942/2531 [57:07<48:03,  1.81s/it]
Batches:  75%|███████▍  | 1893/2531 [58:48<06:11,  1.72it/s]
Batches:  71%|███████   | 1795/2531 [58:16<07:41,  1.60it/s]
Batches:  71%|███████   | 1799/2531 [57:43<07:37,  1.60it/s]
Batches:  75%|███████▍  | 1894/2531 [58:49<06:09,  1.72it/s]
Batches:  71%|███████   | 1796/2531 [58:17<07:40,  1.60it/s]
Batches:  75%|███████▍  | 1895/2531 [58:49<05:51,  1.81it/s]
Batches:  71%|███████   | 1800/2531 [57:44<07:28,  1.63it/s]
Batches:  71%|███████   | 1797/2531 [58:17<07:40,  1.60it/s]
Batches:  75%|███████▍  | 1896/2531 [58:50<05:57,  1.78it/s]
Batches:  71%|███████   | 1801/2531 [57:45<07:27,  1.63it/s]
Batches:  37%|███▋      | 943/2531 [57:09<48:46,  1.84s/it]
Batches:  71%|███████   | 1798/2531 [58:18<07:39,  1.60it/s]
Batches:  75%|███████▍  | 1897/2531 [58:50<05:36,  1.88it/s]
Batches:  71%|███████   | 1802/2531 [57:45<07:28,  1.63it/s]
Batches:  71%|███████   | 1799/2531 [58:19<07:36,  1.60it/s]
Batches:  75%|███████▍  | 1898/2531 [58:51<05:38,  1.87it/s]
Batches:  71%|███████   | 1803/2531 [57:46<07:14,  1.68it/s]
Batches:  71%|███████   | 1800/2531 [58:19<07:21,  1.66it/s]
Batches:  75%|███████▌  | 1899/2531 [58:51<05:29,  1.92it/s]
Batches:  71%|███████▏  | 1804/2531 [57:46<07:09,  1.69it/s]
Batches:  37%|███▋      | 944/2531 [57:11<48:09,  1.82s/it]
Batches:  71%|███████   | 1801/2531 [58:20<07:18,  1.67it/s]
Batches:  75%|███████▌  | 1900/2531 [58:52<05:41,  1.85it/s]
Batches:  71%|███████▏  | 1805/2531 [57:47<07:15,  1.67it/s]
Batches:  75%|███████▌  | 1901/2531 [58:52<05:41,  1.84it/s]
Batches:  71%|███████   | 1802/2531 [58:21<07:37,  1.59it/s]
Batches:  71%|███████▏  | 1806/2531 [57:48<07:09,  1.69it/s]
Batches:  75%|███████▌  | 1902/2531 [58:53<06:12,  1.69it/s]
Batches:  71%|███████   | 1803/2531 [58:21<07:34,  1.60it/s]
Batches:  71%|███████▏  | 1807/2531 [57:48<06:54,  1.75it/s]
Batches:  37%|███▋      | 945/2531 [57:12<47:50,  1.81s/it]
Batches:  75%|███████▌  | 1903/2531 [58:54<06:04,  1.72it/s]
Batches:  71%|███████▏  | 1804/2531 [58:22<07:19,  1.65it/s]
Batches:  71%|███████▏  | 1808/2531 [57:49<06:54,  1.74it/s]
Batches:  75%|███████▌  | 1904/2531 [58:54<05:58,  1.75it/s]
Batches:  71%|███████▏  | 1805/2531 [58:22<07:13,  1.67it/s]
Batches:  71%|███████▏  | 1809/2531 [57:49<07:11,  1.67it/s]
Batches:  75%|███████▌  | 1905/2531 [58:55<05:42,  1.83it/s]
Batches:  71%|███████▏  | 1806/2531 [58:23<07:26,  1.62it/s]
Batches:  72%|███████▏  | 1810/2531 [57:50<07:22,  1.63it/s]
Batches:  75%|███████▌  | 1906/2531 [58:55<05:47,  1.80it/s]
Batches:  71%|███████▏  | 1807/2531 [58:24<07:18,  1.65it/s]
Batches:  37%|███▋      | 946/2531 [57:14<49:30,  1.87s/it]
Batches:  75%|███████▌  | 1907/2531 [58:56<05:40,  1.83it/s]
Batches:  72%|███████▏  | 1811/2531 [57:51<07:37,  1.57it/s]
Batches:  71%|███████▏  | 1808/2531 [58:24<07:20,  1.64it/s]
Batches:  75%|███████▌  | 1908/2531 [58:56<05:39,  1.83it/s]
Batches:  72%|███████▏  | 1812/2531 [57:51<07:31,  1.59it/s]
Batches:  71%|███████▏  | 1809/2531 [58:25<07:21,  1.63it/s]
Batches:  75%|███████▌  | 1909/2531 [58:57<05:39,  1.83it/s]
Batches:  72%|███████▏  | 1813/2531 [57:52<07:14,  1.65it/s]
Batches:  75%|███████▌  | 1910/2531 [58:57<05:39,  1.83it/s]
Batches:  37%|███▋      | 947/2531 [57:16<49:48,  1.89s/it]
Batches:  72%|███████▏  | 1810/2531 [58:26<07:57,  1.51it/s]
Batches:  72%|███████▏  | 1814/2531 [57:52<07:02,  1.70it/s]
Batches:  76%|███████▌  | 1911/2531 [58:58<05:39,  1.82it/s]
Batches:  72%|███████▏  | 1811/2531 [58:26<07:28,  1.61it/s]
Batches:  72%|███████▏  | 1815/2531 [57:53<07:07,  1.68it/s]
Batches:  76%|███████▌  | 1912/2531 [58:58<05:28,  1.88it/s]
Batches:  72%|███████▏  | 1812/2531 [58:27<07:26,  1.61it/s]
Batches:  72%|███████▏  | 1816/2531 [57:54<07:09,  1.66it/s]
Batches:  76%|███████▌  | 1913/2531 [58:59<05:26,  1.89it/s]
Batches:  37%|███▋      | 948/2531 [57:18<49:11,  1.86s/it]
Batches:  72%|███████▏  | 1813/2531 [58:27<07:38,  1.57it/s]
Batches:  72%|███████▏  | 1817/2531 [57:54<07:04,  1.68it/s]
Batches:  76%|███████▌  | 1914/2531 [58:59<05:20,  1.93it/s]
Batches:  72%|███████▏  | 1814/2531 [58:28<07:27,  1.60it/s]
Batches:  72%|███████▏  | 1818/2531 [57:55<06:59,  1.70it/s]
Batches:  76%|███████▌  | 1915/2531 [59:00<05:24,  1.90it/s]
Batches:  76%|███████▌  | 1916/2531 [59:00<05:17,  1.94it/s]
Batches:  72%|███████▏  | 1815/2531 [58:29<07:27,  1.60it/s]
Batches:  72%|███████▏  | 1819/2531 [57:55<06:56,  1.71it/s]
Batches:  72%|███████▏  | 1816/2531 [58:29<07:06,  1.68it/s]
Batches:  76%|███████▌  | 1917/2531 [59:01<05:23,  1.90it/s]
Batches:  37%|███▋      | 949/2531 [57:20<49:02,  1.86s/it]
Batches:  72%|███████▏  | 1820/2531 [57:56<06:54,  1.72it/s]
Batches:  76%|███████▌  | 1918/2531 [59:02<05:27,  1.87it/s]
Batches:  72%|███████▏  | 1817/2531 [58:30<07:19,  1.62it/s]
Batches:  72%|███████▏  | 1821/2531 [57:56<06:55,  1.71it/s]
Batches:  76%|███████▌  | 1919/2531 [59:02<05:30,  1.85it/s]
Batches:  72%|███████▏  | 1818/2531 [58:30<07:13,  1.64it/s]
Batches:  72%|███████▏  | 1822/2531 [57:57<07:01,  1.68it/s]
Batches:  76%|███████▌  | 1920/2531 [59:03<05:36,  1.82it/s]
Batches:  72%|███████▏  | 1819/2531 [58:31<07:00,  1.69it/s]
Batches:  38%|███▊      | 950/2531 [57:22<48:24,  1.84s/it]
Batches:  72%|███████▏  | 1823/2531 [57:58<06:59,  1.69it/s]
Batches:  76%|███████▌  | 1921/2531 [59:03<05:25,  1.88it/s]
Batches:  72%|███████▏  | 1820/2531 [58:31<06:57,  1.70it/s]
Batches:  72%|███████▏  | 1824/2531 [57:58<06:55,  1.70it/s]
Batches:  76%|███████▌  | 1922/2531 [59:04<05:17,  1.92it/s]
Batches:  72%|███████▏  | 1821/2531 [58:32<06:58,  1.70it/s]
Batches:  72%|███████▏  | 1825/2531 [57:59<07:08,  1.65it/s]
Batches:  76%|███████▌  | 1923/2531 [59:04<05:05,  1.99it/s]
Batches:  72%|███████▏  | 1822/2531 [58:33<06:48,  1.73it/s]
Batches:  76%|███████▌  | 1924/2531 [59:05<05:09,  1.96it/s]
Batches:  72%|███████▏  | 1826/2531 [58:00<07:01,  1.67it/s]
Batches:  38%|███▊      | 951/2531 [57:24<49:02,  1.86s/it]
Batches:  72%|███████▏  | 1823/2531 [58:33<06:48,  1.73it/s]
Batches:  76%|███████▌  | 1925/2531 [59:05<05:20,  1.89it/s]
Batches:  72%|███████▏  | 1827/2531 [58:00<07:17,  1.61it/s]
Batches:  72%|███████▏  | 1824/2531 [58:34<06:51,  1.72it/s]
Batches:  76%|███████▌  | 1926/2531 [59:06<05:13,  1.93it/s]
Batches:  72%|███████▏  | 1828/2531 [58:01<07:09,  1.64it/s]
Batches:  76%|███████▌  | 1927/2531 [59:06<05:14,  1.92it/s]
Batches:  72%|███████▏  | 1825/2531 [58:34<06:50,  1.72it/s]
Batches:  72%|███████▏  | 1829/2531 [58:01<07:01,  1.66it/s]
Batches:  38%|███▊      | 952/2531 [57:26<49:21,  1.88s/it]
Batches:  76%|███████▌  | 1928/2531 [59:07<05:08,  1.96it/s]
Batches:  72%|███████▏  | 1826/2531 [58:35<06:44,  1.74it/s]
Batches:  72%|███████▏  | 1830/2531 [58:02<07:05,  1.65it/s]
Batches:  76%|███████▌  | 1929/2531 [59:07<05:03,  1.98it/s]
Batches:  72%|███████▏  | 1827/2531 [58:35<06:34,  1.78it/s]
Batches:  72%|███████▏  | 1831/2531 [58:03<07:05,  1.64it/s]
Batches:  76%|███████▋  | 1930/2531 [59:08<05:15,  1.90it/s]
Batches:  72%|███████▏  | 1828/2531 [58:36<06:40,  1.75it/s]
Batches:  72%|███████▏  | 1832/2531 [58:03<06:40,  1.74it/s]
Batches:  76%|███████▋  | 1931/2531 [59:08<05:18,  1.88it/s]
Batches:  72%|███████▏  | 1829/2531 [58:37<06:50,  1.71it/s]
Batches:  38%|███▊      | 953/2531 [57:27<49:35,  1.89s/it]
Batches:  72%|███████▏  | 1833/2531 [58:04<06:42,  1.73it/s]
Batches:  76%|███████▋  | 1932/2531 [59:09<05:11,  1.92it/s]
Batches:  72%|███████▏  | 1830/2531 [58:37<06:48,  1.72it/s]
Batches:  76%|███████▋  | 1933/2531 [59:09<05:12,  1.91it/s]
Batches:  72%|███████▏  | 1834/2531 [58:04<07:11,  1.62it/s]
Batches:  72%|███████▏  | 1831/2531 [58:38<06:54,  1.69it/s]
Batches:  76%|███████▋  | 1934/2531 [59:10<05:12,  1.91it/s]
Batches:  73%|███████▎  | 1835/2531 [58:05<07:23,  1.57it/s]
Batches:  38%|███▊      | 954/2531 [57:29<48:27,  1.84s/it]
Batches:  72%|███████▏  | 1832/2531 [58:38<06:54,  1.69it/s]
Batches:  76%|███████▋  | 1935/2531 [59:10<05:23,  1.84it/s]
Batches:  73%|███████▎  | 1836/2531 [58:06<07:11,  1.61it/s]
Batches:  72%|███████▏  | 1833/2531 [58:39<06:58,  1.67it/s]
Batches:  76%|███████▋  | 1936/2531 [59:11<05:19,  1.86it/s]
Batches:  73%|███████▎  | 1837/2531 [58:06<07:04,  1.64it/s]
Batches:  72%|███████▏  | 1834/2531 [58:40<07:03,  1.65it/s]
Batches:  77%|███████▋  | 1937/2531 [59:12<05:38,  1.75it/s]
Batches:  73%|███████▎  | 1838/2531 [58:07<06:58,  1.66it/s]
Batches:  77%|███████▋  | 1938/2531 [59:12<05:18,  1.86it/s]
Batches:  38%|███▊      | 955/2531 [57:31<48:27,  1.84s/it]
Batches:  73%|███████▎  | 1835/2531 [58:40<06:59,  1.66it/s]
Batches:  73%|███████▎  | 1839/2531 [58:07<06:52,  1.68it/s]
Batches:  77%|███████▋  | 1939/2531 [59:13<05:18,  1.86it/s]
Batches:  73%|███████▎  | 1836/2531 [58:41<06:48,  1.70it/s]
Batches:  77%|███████▋  | 1940/2531 [59:13<05:09,  1.91it/s]
Batches:  73%|███████▎  | 1840/2531 [58:08<07:09,  1.61it/s]
Batches:  73%|███████▎  | 1837/2531 [58:41<06:48,  1.70it/s]
Batches:  77%|███████▋  | 1941/2531 [59:14<05:03,  1.94it/s]
Batches:  38%|███▊      | 956/2531 [57:33<47:39,  1.82s/it]
Batches:  73%|███████▎  | 1841/2531 [58:09<07:22,  1.56it/s]
Batches:  73%|███████▎  | 1838/2531 [58:42<07:07,  1.62it/s]
Batches:  77%|███████▋  | 1942/2531 [59:14<05:09,  1.90it/s]
Batches:  73%|███████▎  | 1842/2531 [58:09<07:08,  1.61it/s]
Batches:  73%|███████▎  | 1839/2531 [58:43<07:08,  1.62it/s]
Batches:  77%|███████▋  | 1943/2531 [59:15<05:17,  1.85it/s]
Batches:  73%|███████▎  | 1843/2531 [58:10<06:41,  1.71it/s]
Batches:  77%|███████▋  | 1944/2531 [59:15<05:02,  1.94it/s]
Batches:  73%|███████▎  | 1840/2531 [58:43<07:20,  1.57it/s]
Batches:  73%|███████▎  | 1844/2531 [58:10<06:46,  1.69it/s]
Batches:  77%|███████▋  | 1945/2531 [59:16<05:07,  1.90it/s]
Batches:  38%|███▊      | 957/2531 [57:35<48:20,  1.84s/it]
Batches:  73%|███████▎  | 1841/2531 [58:44<07:10,  1.60it/s]
Batches:  73%|███████▎  | 1845/2531 [58:11<06:44,  1.69it/s]
Batches:  77%|███████▋  | 1946/2531 [59:16<05:18,  1.84it/s]
Batches:  73%|███████▎  | 1842/2531 [58:45<07:01,  1.64it/s]
Batches:  73%|███████▎  | 1846/2531 [58:12<06:43,  1.70it/s]
Batches:  77%|███████▋  | 1947/2531 [59:17<05:02,  1.93it/s]
Batches:  73%|███████▎  | 1843/2531 [58:45<06:57,  1.65it/s]
Batches:  73%|███████▎  | 1847/2531 [58:12<06:42,  1.70it/s]
Batches:  77%|███████▋  | 1948/2531 [59:17<05:25,  1.79it/s]
Batches:  73%|███████▎  | 1844/2531 [58:46<06:46,  1.69it/s]
Batches:  38%|███▊      | 958/2531 [57:37<49:38,  1.89s/it]
Batches:  73%|███████▎  | 1848/2531 [58:13<06:40,  1.71it/s]
Batches:  77%|███████▋  | 1949/2531 [59:18<05:13,  1.86it/s]
Batches:  73%|███████▎  | 1845/2531 [58:46<06:38,  1.72it/s]
Batches:  73%|███████▎  | 1849/2531 [58:13<06:32,  1.74it/s]
Batches:  77%|███████▋  | 1950/2531 [59:19<05:21,  1.81it/s]
Batches:  73%|███████▎  | 1846/2531 [58:47<07:06,  1.61it/s]
Batches:  77%|███████▋  | 1951/2531 [59:19<05:20,  1.81it/s]
Batches:  73%|███████▎  | 1850/2531 [58:14<07:00,  1.62it/s]
Batches:  73%|███████▎  | 1847/2531 [58:48<07:06,  1.60it/s]
Batches:  77%|███████▋  | 1952/2531 [59:20<05:14,  1.84it/s]
Batches:  38%|███▊      | 959/2531 [57:39<48:57,  1.87s/it]
Batches:  73%|███████▎  | 1851/2531 [58:15<06:46,  1.67it/s]
Batches:  73%|███████▎  | 1848/2531 [58:48<06:50,  1.66it/s]
Batches:  77%|███████▋  | 1953/2531 [59:20<05:05,  1.89it/s]
Batches:  73%|███████▎  | 1852/2531 [58:15<06:44,  1.68it/s]
Batches:  77%|███████▋  | 1954/2531 [59:21<04:58,  1.93it/s]
Batches:  73%|███████▎  | 1849/2531 [58:49<06:38,  1.71it/s]
Batches:  73%|███████▎  | 1853/2531 [58:16<06:33,  1.72it/s]
Batches:  77%|███████▋  | 1955/2531 [59:21<04:53,  1.97it/s]
Batches:  73%|███████▎  | 1850/2531 [58:49<06:37,  1.72it/s]
Batches:  73%|███████▎  | 1854/2531 [58:16<06:39,  1.70it/s]
Batches:  38%|███▊      | 960/2531 [57:40<49:18,  1.88s/it]
Batches:  77%|███████▋  | 1956/2531 [59:22<05:11,  1.84it/s]
Batches:  73%|███████▎  | 1851/2531 [58:50<06:38,  1.71it/s]
Batches:  73%|███████▎  | 1855/2531 [58:17<06:35,  1.71it/s]
Batches:  77%|███████▋  | 1957/2531 [59:22<05:08,  1.86it/s]
Batches:  73%|███████▎  | 1852/2531 [58:51<06:36,  1.71it/s]
Batches:  73%|███████▎  | 1856/2531 [58:18<06:35,  1.71it/s]
Batches:  77%|███████▋  | 1958/2531 [59:23<05:00,  1.91it/s]
Batches:  73%|███████▎  | 1853/2531 [58:51<06:25,  1.76it/s]
Batches:  73%|███████▎  | 1857/2531 [58:18<06:26,  1.74it/s]
Batches:  77%|███████▋  | 1959/2531 [59:23<05:02,  1.89it/s]
Batches:  38%|███▊      | 961/2531 [57:42<49:47,  1.90s/it]
Batches:  73%|███████▎  | 1854/2531 [58:52<06:29,  1.74it/s]
Batches:  77%|███████▋  | 1960/2531 [59:24<04:56,  1.93it/s]
Batches:  73%|███████▎  | 1858/2531 [58:19<06:41,  1.67it/s]
Batches:  73%|███████▎  | 1855/2531 [58:52<06:21,  1.77it/s]
Batches:  77%|███████▋  | 1961/2531 [59:24<04:56,  1.92it/s]
Batches:  73%|███████▎  | 1859/2531 [58:19<06:38,  1.68it/s]
Batches:  73%|███████▎  | 1856/2531 [58:53<06:19,  1.78it/s]
Batches:  78%|███████▊  | 1962/2531 [59:25<04:51,  1.95it/s]
Batches:  73%|███████▎  | 1860/2531 [58:20<06:37,  1.69it/s]
Batches:  73%|███████▎  | 1857/2531 [58:53<06:22,  1.76it/s]
Batches:  78%|███████▊  | 1963/2531 [59:25<04:47,  1.98it/s]
Batches:  38%|███▊      | 962/2531 [57:44<48:50,  1.87s/it]
Batches:  74%|███████▎  | 1861/2531 [58:20<06:35,  1.69it/s]
Batches:  78%|███████▊  | 1964/2531 [59:26<04:44,  1.99it/s]
Batches:  73%|███████▎  | 1858/2531 [58:54<06:46,  1.65it/s]
Batches:  74%|███████▎  | 1862/2531 [58:21<06:34,  1.70it/s]
Batches:  78%|███████▊  | 1965/2531 [59:26<04:37,  2.04it/s]
Batches:  73%|███████▎  | 1859/2531 [58:55<06:43,  1.67it/s]
Batches:  78%|███████▊  | 1966/2531 [59:27<04:38,  2.03it/s]
Batches:  74%|███████▎  | 1863/2531 [58:22<06:40,  1.67it/s]
Batches:  73%|███████▎  | 1860/2531 [58:55<06:33,  1.70it/s]
Batches:  38%|███▊      | 963/2531 [57:46<48:03,  1.84s/it]
Batches:  78%|███████▊  | 1967/2531 [59:27<04:32,  2.07it/s]
Batches:  74%|███████▎  | 1864/2531 [58:22<06:44,  1.65it/s]
Batches:  74%|███████▎  | 1861/2531 [58:56<06:39,  1.68it/s]
Batches:  78%|███████▊  | 1968/2531 [59:28<04:33,  2.06it/s]
Batches:  74%|███████▎  | 1865/2531 [58:23<06:27,  1.72it/s]
Batches:  78%|███████▊  | 1969/2531 [59:28<04:34,  2.05it/s]
Batches:  74%|███████▎  | 1862/2531 [58:56<06:37,  1.68it/s]
Batches:  74%|███████▎  | 1866/2531 [58:23<06:09,  1.80it/s]
Batches:  78%|███████▊  | 1970/2531 [59:29<04:30,  2.07it/s]
Batches:  74%|███████▎  | 1863/2531 [58:57<06:24,  1.74it/s]
Batches:  38%|███▊      | 964/2531 [57:48<48:22,  1.85s/it]
Batches:  74%|███████▍  | 1867/2531 [58:24<06:34,  1.68it/s]
Batches:  78%|███████▊  | 1971/2531 [59:29<04:46,  1.96it/s]
Batches:  74%|███████▎  | 1864/2531 [58:57<06:24,  1.74it/s]
Batches:  78%|███████▊  | 1972/2531 [59:30<04:42,  1.98it/s]
Batches:  74%|███████▍  | 1868/2531 [58:25<06:45,  1.63it/s]
Batches:  74%|███████▎  | 1865/2531 [58:58<06:19,  1.75it/s]
Batches:  78%|███████▊  | 1973/2531 [59:30<04:55,  1.89it/s]
Batches:  74%|███████▍  | 1869/2531 [58:25<06:39,  1.66it/s]
Batches:  74%|███████▎  | 1866/2531 [58:59<06:15,  1.77it/s]
Batches:  78%|███████▊  | 1974/2531 [59:31<04:48,  1.93it/s]
Batches:  38%|███▊      | 965/2531 [57:50<48:46,  1.87s/it]
Batches:  74%|███████▍  | 1870/2531 [58:26<06:27,  1.71it/s]
Batches:  74%|███████▍  | 1867/2531 [58:59<06:11,  1.79it/s]
Batches:  78%|███████▊  | 1975/2531 [59:31<04:37,  2.00it/s]
Batches:  74%|███████▍  | 1868/2531 [59:00<06:05,  1.82it/s]
Batches:  74%|███████▍  | 1871/2531 [58:26<06:27,  1.70it/s]
Batches:  78%|███████▊  | 1976/2531 [59:32<04:30,  2.06it/s]
Batches:  74%|███████▍  | 1872/2531 [58:27<06:08,  1.79it/s]
Batches:  74%|███████▍  | 1869/2531 [59:00<06:05,  1.81it/s]
Batches:  78%|███████▊  | 1977/2531 [59:32<04:38,  1.99it/s]
Batches:  74%|███████▍  | 1873/2531 [58:27<06:11,  1.77it/s]
Batches:  38%|███▊      | 966/2531 [57:52<48:17,  1.85s/it]
Batches:  74%|███████▍  | 1870/2531 [59:01<06:12,  1.77it/s]
Batches:  78%|███████▊  | 1978/2531 [59:33<04:50,  1.90it/s]
Batches:  74%|███████▍  | 1874/2531 [58:28<06:06,  1.79it/s]
Batches:  78%|███████▊  | 1979/2531 [59:33<04:53,  1.88it/s]
Batches:  74%|███████▍  | 1871/2531 [59:01<06:39,  1.65it/s]
Batches:  74%|███████▍  | 1875/2531 [58:29<06:11,  1.77it/s]
Batches:  78%|███████▊  | 1980/2531 [59:34<04:46,  1.93it/s]
Batches:  74%|███████▍  | 1872/2531 [59:02<06:36,  1.66it/s]
Batches:  74%|███████▍  | 1876/2531 [58:29<06:06,  1.79it/s]
Batches:  78%|███████▊  | 1981/2531 [59:34<04:49,  1.90it/s]
Batches:  38%|███▊      | 967/2531 [57:53<48:02,  1.84s/it]
Batches:  74%|███████▍  | 1873/2531 [59:03<06:33,  1.67it/s]
Batches:  74%|███████▍  | 1877/2531 [58:30<06:09,  1.77it/s]
Batches:  78%|███████▊  | 1982/2531 [59:35<04:43,  1.94it/s]
Batches:  74%|███████▍  | 1874/2531 [59:03<06:22,  1.72it/s]
Batches:  74%|███████▍  | 1878/2531 [58:30<06:04,  1.79it/s]
Batches:  78%|███████▊  | 1983/2531 [59:35<04:46,  1.91it/s]
Batches:  74%|███████▍  | 1875/2531 [59:04<06:21,  1.72it/s]
Batches:  74%|███████▍  | 1879/2531 [58:31<06:07,  1.77it/s]
Batches:  78%|███████▊  | 1984/2531 [59:36<04:56,  1.84it/s]
Batches:  38%|███▊      | 968/2531 [57:55<47:52,  1.84s/it]
Batches:  74%|███████▍  | 1876/2531 [59:05<06:55,  1.58it/s]
Batches:  78%|███████▊  | 1985/2531 [59:37<05:08,  1.77it/s]
Batches:  74%|███████▍  | 1880/2531 [58:31<06:29,  1.67it/s]
Batches:  74%|███████▍  | 1877/2531 [59:05<06:21,  1.72it/s]
Batches:  78%|███████▊  | 1986/2531 [59:37<05:01,  1.81it/s]
Batches:  74%|███████▍  | 1881/2531 [58:32<06:19,  1.71it/s]
Batches:  74%|███████▍  | 1878/2531 [59:06<06:03,  1.79it/s]
Batches:  79%|███████▊  | 1987/2531 [59:38<04:50,  1.87it/s]
Batches:  74%|███████▍  | 1882/2531 [58:33<06:01,  1.79it/s]
Batches:  74%|███████▍  | 1879/2531 [59:06<06:14,  1.74it/s]
Batches:  79%|███████▊  | 1988/2531 [59:38<04:37,  1.96it/s]
Batches:  38%|███▊      | 969/2531 [57:57<47:55,  1.84s/it]
Batches:  74%|███████▍  | 1883/2531 [58:33<06:19,  1.71it/s]
Batches:  74%|███████▍  | 1880/2531 [59:07<06:09,  1.76it/s]
Batches:  79%|███████▊  | 1989/2531 [59:39<04:28,  2.02it/s]
Batches:  74%|███████▍  | 1884/2531 [58:34<06:07,  1.76it/s]
Batches:  79%|███████▊  | 1990/2531 [59:39<04:37,  1.95it/s]
Batches:  74%|███████▍  | 1881/2531 [59:07<06:11,  1.75it/s]
Batches:  74%|███████▍  | 1885/2531 [58:34<06:03,  1.78it/s]
Batches:  79%|███████▊  | 1991/2531 [59:40<04:33,  1.97it/s]
Batches:  74%|███████▍  | 1882/2531 [59:08<06:06,  1.77it/s]
Batches:  75%|███████▍  | 1886/2531 [58:35<05:49,  1.84it/s]
Batches:  38%|███▊      | 970/2531 [57:59<47:39,  1.83s/it]
Batches:  79%|███████▊  | 1992/2531 [59:40<04:30,  1.99it/s]
Batches:  74%|███████▍  | 1883/2531 [59:08<05:53,  1.83it/s]
Batches:  75%|███████▍  | 1887/2531 [58:35<05:32,  1.93it/s]
Batches:  79%|███████▊  | 1993/2531 [59:41<04:28,  2.00it/s]
Batches:  74%|███████▍  | 1884/2531 [59:09<06:01,  1.79it/s]
Batches:  75%|███████▍  | 1888/2531 [58:36<05:39,  1.90it/s]
Batches:  79%|███████▉  | 1994/2531 [59:41<04:27,  2.01it/s]
Batches:  74%|███████▍  | 1885/2531 [59:09<06:00,  1.79it/s]
Batches:  75%|███████▍  | 1889/2531 [58:36<05:31,  1.94it/s]
Batches:  79%|███████▉  | 1995/2531 [59:42<04:25,  2.02it/s]
Batches:  38%|███▊      | 971/2531 [58:01<48:02,  1.85s/it]
Batches:  75%|███████▍  | 1886/2531 [59:10<05:54,  1.82it/s]
Batches:  75%|███████▍  | 1890/2531 [58:37<05:42,  1.87it/s]
Batches:  79%|███████▉  | 1996/2531 [59:42<04:33,  1.95it/s]
Batches:  75%|███████▍  | 1887/2531 [59:11<05:54,  1.82it/s]
Batches:  75%|███████▍  | 1891/2531 [58:37<05:43,  1.86it/s]
Batches:  79%|███████▉  | 1997/2531 [59:43<04:35,  1.94it/s]
Batches:  75%|███████▍  | 1888/2531 [59:11<05:49,  1.84it/s]
Batches:  75%|███████▍  | 1892/2531 [58:38<05:34,  1.91it/s]
Batches:  79%|███████▉  | 1998/2531 [59:43<04:31,  1.97it/s]
Batches:  75%|███████▍  | 1889/2531 [59:12<05:40,  1.89it/s]
Batches:  75%|███████▍  | 1893/2531 [58:38<05:27,  1.95it/s]
Batches:  79%|███████▉  | 1999/2531 [59:44<04:27,  1.99it/s]
Batches:  38%|███▊      | 972/2531 [58:03<47:48,  1.84s/it]
Batches:  75%|███████▍  | 1890/2531 [59:12<05:39,  1.89it/s]
Batches:  75%|███████▍  | 1894/2531 [58:39<05:39,  1.88it/s]
Batches:  79%|███████▉  | 2000/2531 [59:44<04:25,  2.00it/s]
Batches:  75%|███████▍  | 1891/2531 [59:13<05:43,  1.87it/s]
Batches:  79%|███████▉  | 2001/2531 [59:45<04:29,  1.97it/s]
Batches:  75%|███████▍  | 1895/2531 [58:39<05:41,  1.86it/s]
Batches:  79%|███████▉  | 2002/2531 [59:45<04:18,  2.04it/s]
Batches:  75%|███████▍  | 1892/2531 [59:13<05:53,  1.81it/s]
Batches:  75%|███████▍  | 1896/2531 [58:40<05:43,  1.85it/s]
Batches:  38%|███▊      | 973/2531 [58:04<47:20,  1.82s/it]
Batches:  79%|███████▉  | 2003/2531 [59:46<04:27,  1.98it/s]
Batches:  75%|███████▍  | 1893/2531 [59:14<05:53,  1.80it/s]
Batches:  75%|███████▍  | 1897/2531 [58:41<05:33,  1.90it/s]
Batches:  79%|███████▉  | 2004/2531 [59:46<04:18,  2.04it/s]
Batches:  75%|███████▍  | 1894/2531 [59:14<05:48,  1.83it/s]
Batches:  75%|███████▍  | 1898/2531 [58:41<05:49,  1.81it/s]
Batches:  79%|███████▉  | 2005/2531 [59:47<04:12,  2.08it/s]
Batches:  75%|███████▍  | 1895/2531 [59:15<05:38,  1.88it/s]
Batches:  75%|███████▌  | 1899/2531 [58:42<05:37,  1.87it/s]
Batches:  79%|███████▉  | 2006/2531 [59:47<04:05,  2.14it/s]
Batches:  38%|███▊      | 974/2531 [58:06<47:00,  1.81s/it]
Batches:  75%|███████▍  | 1896/2531 [59:15<05:41,  1.86it/s]
Batches:  75%|███████▌  | 1900/2531 [58:42<05:38,  1.86it/s]
Batches:  79%|███████▉  | 2007/2531 [59:48<04:23,  1.99it/s]
Batches:  75%|███████▍  | 1897/2531 [59:16<05:33,  1.90it/s]
Batches:  75%|███████▌  | 1901/2531 [58:43<05:39,  1.86it/s]
Batches:  79%|███████▉  | 2008/2531 [59:48<04:20,  2.00it/s]
Batches:  75%|███████▍  | 1898/2531 [59:16<05:33,  1.90it/s]
Batches:  75%|███████▌  | 1902/2531 [58:43<05:39,  1.85it/s]
Batches:  79%|███████▉  | 2009/2531 [59:49<04:13,  2.06it/s]
Batches:  75%|███████▌  | 1899/2531 [59:17<05:49,  1.81it/s]
Batches:  75%|███████▌  | 1903/2531 [58:44<05:30,  1.90it/s]
Batches:  79%|███████▉  | 2010/2531 [59:49<04:13,  2.05it/s]
Batches:  39%|███▊      | 975/2531 [58:08<47:17,  1.82s/it]
Batches:  75%|███████▌  | 1904/2531 [58:44<05:16,  1.98it/s]
Batches:  75%|███████▌  | 1900/2531 [59:18<05:44,  1.83it/s]
Batches:  79%|███████▉  | 2011/2531 [59:50<04:14,  2.05it/s]
Batches:  75%|███████▌  | 1905/2531 [58:45<05:22,  1.94it/s]
Batches:  75%|███████▌  | 1901/2531 [59:18<05:41,  1.85it/s]
Batches:  79%|███████▉  | 2012/2531 [59:50<04:14,  2.04it/s]
Batches:  80%|███████▉  | 2013/2531 [59:50<04:08,  2.08it/s]
Batches:  75%|███████▌  | 1906/2531 [58:45<05:27,  1.91it/s]
Batches:  75%|███████▌  | 1902/2531 [59:19<05:42,  1.84it/s]
Batches:  39%|███▊      | 976/2531 [58:10<46:51,  1.81s/it]
Batches:  80%|███████▉  | 2014/2531 [59:51<04:10,  2.07it/s]
Batches:  75%|███████▌  | 1903/2531 [59:19<05:32,  1.89it/s]
Batches:  75%|███████▌  | 1907/2531 [58:46<05:39,  1.84it/s]
Batches:  80%|███████▉  | 2015/2531 [59:51<04:07,  2.09it/s]
Batches:  75%|███████▌  | 1908/2531 [58:46<05:35,  1.86it/s]
Batches:  75%|███████▌  | 1904/2531 [59:20<05:41,  1.83it/s]
Batches:  80%|███████▉  | 2016/2531 [59:52<04:14,  2.03it/s]
Batches:  75%|███████▌  | 1905/2531 [59:20<05:47,  1.80it/s]
Batches:  75%|███████▌  | 1909/2531 [58:47<05:49,  1.78it/s]
Batches:  80%|███████▉  | 2017/2531 [59:52<04:13,  2.03it/s]
Batches:  39%|███▊      | 977/2531 [58:12<46:32,  1.80s/it]
Batches:  75%|███████▌  | 1910/2531 [58:48<05:36,  1.84it/s]
Batches:  75%|███████▌  | 1906/2531 [59:21<05:46,  1.81it/s]
Batches:  80%|███████▉  | 2018/2531 [59:53<04:08,  2.06it/s]
Batches:  76%|███████▌  | 1911/2531 [58:48<05:26,  1.90it/s]
Batches:  75%|███████▌  | 1907/2531 [59:21<05:57,  1.75it/s]
Batches:  80%|███████▉  | 2019/2531 [59:53<04:17,  1.99it/s]
Batches:  76%|███████▌  | 1912/2531 [58:49<05:19,  1.94it/s]
Batches:  75%|███████▌  | 1908/2531 [59:22<05:42,  1.82it/s]
Batches:  80%|███████▉  | 2020/2531 [59:54<04:11,  2.03it/s]
Batches:  76%|███████▌  | 1913/2531 [58:49<05:30,  1.87it/s]
Batches:  80%|███████▉  | 2021/2531 [59:54<04:05,  2.08it/s]
Batches:  75%|███████▌  | 1909/2531 [59:22<05:42,  1.81it/s]
Batches:  39%|███▊      | 978/2531 [58:13<46:43,  1.81s/it]
Batches:  76%|███████▌  | 1914/2531 [58:50<05:22,  1.91it/s]
Batches:  80%|███████▉  | 2022/2531 [59:55<04:01,  2.11it/s]
Batches:  75%|███████▌  | 1910/2531 [59:23<05:47,  1.79it/s]
Batches:  76%|███████▌  | 1915/2531 [58:50<05:26,  1.89it/s]
Batches:  80%|███████▉  | 2023/2531 [59:55<04:03,  2.09it/s]
Batches:  76%|███████▌  | 1911/2531 [59:24<05:44,  1.80it/s]
Batches:  80%|███████▉  | 2024/2531 [59:56<03:59,  2.11it/s]
Batches:  76%|███████▌  | 1916/2531 [58:51<05:41,  1.80it/s]
Batches:  76%|███████▌  | 1912/2531 [59:24<05:42,  1.81it/s]
Batches:  39%|███▊      | 979/2531 [58:15<46:49,  1.81s/it]
Batches:  80%|████████  | 2025/2531 [59:56<04:10,  2.02it/s]
Batches:  76%|███████▌  | 1917/2531 [58:51<05:35,  1.83it/s]
Batches:  76%|███████▌  | 1913/2531 [59:25<05:31,  1.86it/s]
Batches:  80%|████████  | 2026/2531 [59:57<04:06,  2.05it/s]
Batches:  76%|███████▌  | 1918/2531 [58:52<05:42,  1.79it/s]
Batches:  76%|███████▌  | 1914/2531 [59:25<05:33,  1.85it/s]
Batches:  80%|████████  | 2027/2531 [59:57<04:15,  1.97it/s]
Batches:  76%|███████▌  | 1915/2531 [59:26<05:25,  1.89it/s]
Batches:  76%|███████▌  | 1919/2531 [58:52<05:52,  1.74it/s]
Batches:  80%|████████  | 2028/2531 [59:58<04:13,  1.99it/s]
Batches:  39%|███▊      | 980/2531 [58:17<46:29,  1.80s/it]
Batches:  76%|███████▌  | 1916/2531 [59:26<05:28,  1.87it/s]
Batches:  76%|███████▌  | 1920/2531 [58:53<05:51,  1.74it/s]
Batches:  80%|████████  | 2029/2531 [59:58<04:07,  2.03it/s]
Batches:  76%|███████▌  | 1917/2531 [59:27<05:16,  1.94it/s]
Batches:  80%|████████  | 2030/2531 [59:59<04:01,  2.08it/s]
Batches:  76%|███████▌  | 1921/2531 [58:54<05:51,  1.74it/s]
Batches:  76%|███████▌  | 1918/2531 [59:27<05:23,  1.90it/s]
Batches:  80%|████████  | 2031/2531 [59:59<04:03,  2.05it/s]
Batches:  76%|███████▌  | 1922/2531 [58:54<05:41,  1.78it/s]
Batches:  76%|███████▌  | 1919/2531 [59:28<05:16,  1.93it/s]
Batches:  80%|████████  | 2032/2531 [1:00:00<04:00,  2.08it/s]
Batches:  76%|███████▌  | 1923/2531 [58:55<05:28,  1.85it/s]
Batches:  39%|███▉      | 981/2531 [58:19<46:50,  1.81s/it]
Batches:  76%|███████▌  | 1920/2531 [59:28<05:18,  1.92it/s]
Batches:  76%|███████▌  | 1924/2531 [58:55<05:12,  1.94it/s]
Batches:  80%|████████  | 2033/2531 [1:00:00<04:14,  1.96it/s]
Batches:  76%|███████▌  | 1921/2531 [59:29<05:19,  1.91it/s]
Batches:  76%|███████▌  | 1925/2531 [58:56<05:07,  1.97it/s]
Batches:  80%|████████  | 2034/2531 [1:00:01<04:05,  2.03it/s]
Batches:  80%|████████  | 2035/2531 [1:00:01<03:58,  2.08it/s]
Batches:  76%|███████▌  | 1922/2531 [59:29<05:23,  1.88it/s]
Batches:  76%|███████▌  | 1926/2531 [58:56<05:13,  1.93it/s]
Batches:  80%|████████  | 2036/2531 [1:00:02<03:59,  2.06it/s]
Batches:  76%|███████▌  | 1927/2531 [58:57<05:07,  1.96it/s]
Batches:  39%|███▉      | 982/2531 [58:21<48:07,  1.86s/it]
Batches:  76%|███████▌  | 1923/2531 [59:30<05:38,  1.80it/s]
Batches:  80%|████████  | 2037/2531 [1:00:02<03:57,  2.08it/s]
Batches:  76%|███████▌  | 1928/2531 [58:57<05:14,  1.91it/s]
Batches:  76%|███████▌  | 1924/2531 [59:31<05:27,  1.85it/s]
Batches:  81%|████████  | 2038/2531 [1:00:03<03:53,  2.11it/s]
Batches:  76%|███████▌  | 1929/2531 [58:58<05:26,  1.85it/s]
Batches:  76%|███████▌  | 1925/2531 [59:31<05:25,  1.86it/s]
Batches:  81%|████████  | 2039/2531 [1:00:03<03:55,  2.09it/s]
Batches:  76%|███████▌  | 1926/2531 [59:32<05:25,  1.86it/s]
Batches:  76%|███████▋  | 1930/2531 [58:58<05:33,  1.80it/s]
Batches:  81%|████████  | 2040/2531 [1:00:04<03:56,  2.07it/s]
Batches:  39%|███▉      | 983/2531 [58:23<47:58,  1.86s/it]
Batches:  76%|███████▋  | 1931/2531 [58:59<05:21,  1.86it/s]
Batches:  76%|███████▌  | 1927/2531 [59:32<05:27,  1.84it/s]
Batches:  81%|████████  | 2041/2531 [1:00:04<03:57,  2.06it/s]
Batches:  76%|███████▌  | 1928/2531 [59:33<05:12,  1.93it/s]
Batches:  76%|███████▋  | 1932/2531 [58:59<05:13,  1.91it/s]
Batches:  81%|████████  | 2042/2531 [1:00:05<03:58,  2.05it/s]
Batches:  76%|███████▋  | 1933/2531 [59:00<05:00,  1.99it/s]
Batches:  76%|███████▌  | 1929/2531 [59:33<05:08,  1.95it/s]
Batches:  81%|████████  | 2043/2531 [1:00:05<04:03,  2.01it/s]
Batches:  76%|███████▋  | 1934/2531 [59:00<05:09,  1.93it/s]
Batches:  76%|███████▋  | 1930/2531 [59:34<05:14,  1.91it/s]
Batches:  39%|███▉      | 984/2531 [58:24<47:39,  1.85s/it]
Batches:  81%|████████  | 2044/2531 [1:00:06<04:01,  2.02it/s]
Batches:  76%|███████▋  | 1935/2531 [59:01<05:09,  1.92it/s]
Batches:  81%|████████  | 2045/2531 [1:00:06<03:53,  2.09it/s]
Batches:  76%|███████▋  | 1931/2531 [59:34<05:26,  1.84it/s]
Batches:  76%|███████▋  | 1936/2531 [59:01<05:04,  1.96it/s]
Batches:  81%|████████  | 2046/2531 [1:00:07<04:02,  2.00it/s]
Batches:  76%|███████▋  | 1932/2531 [59:35<05:26,  1.83it/s]
Batches:  77%|███████▋  | 1937/2531 [59:02<05:06,  1.94it/s]
Batches:  81%|████████  | 2047/2531 [1:00:07<04:01,  2.01it/s]
Batches:  76%|███████▋  | 1933/2531 [59:35<05:26,  1.83it/s]
Batches:  39%|███▉      | 985/2531 [58:26<47:52,  1.86s/it]
Batches:  81%|████████  | 2048/2531 [1:00:08<03:56,  2.04it/s]
Batches:  77%|███████▋  | 1938/2531 [59:02<05:16,  1.87it/s]
Batches:  76%|███████▋  | 1934/2531 [59:36<05:18,  1.88it/s]
Batches:  81%|████████  | 2049/2531 [1:00:08<03:51,  2.08it/s]
Batches:  77%|███████▋  | 1939/2531 [59:03<05:03,  1.95it/s]
Batches:  76%|███████▋  | 1935/2531 [59:36<05:10,  1.92it/s]
Batches:  81%|████████  | 2050/2531 [1:00:08<03:44,  2.14it/s]
Batches:  77%|███████▋  | 1940/2531 [59:03<05:10,  1.90it/s]
Batches:  76%|███████▋  | 1936/2531 [59:37<05:05,  1.95it/s]
Batches:  81%|████████  | 2051/2531 [1:00:09<03:47,  2.11it/s]
Batches:  77%|███████▋  | 1941/2531 [59:04<05:09,  1.90it/s]
Batches:  77%|███████▋  | 1937/2531 [59:37<05:11,  1.91it/s]
Batches:  39%|███▉      | 986/2531 [58:28<47:35,  1.85s/it]
Batches:  81%|████████  | 2052/2531 [1:00:09<03:46,  2.11it/s]
Batches:  77%|███████▋  | 1942/2531 [59:05<05:25,  1.81it/s]
Batches:  77%|███████▋  | 1938/2531 [59:38<05:16,  1.87it/s]
Batches:  81%|████████  | 2053/2531 [1:00:10<03:43,  2.14it/s]
Batches:  77%|███████▋  | 1943/2531 [59:05<05:14,  1.87it/s]
Batches:  77%|███████▋  | 1939/2531 [59:39<05:26,  1.81it/s]
Batches:  81%|████████  | 2054/2531 [1:00:10<03:53,  2.04it/s]
Batches:  77%|███████▋  | 1944/2531 [59:06<05:21,  1.83it/s]
Batches:  81%|████████  | 2055/2531 [1:00:11<03:49,  2.07it/s]
Batches:  77%|███████▋  | 1940/2531 [59:39<05:16,  1.87it/s]
Batches:  39%|███▉      | 987/2531 [58:30<47:21,  1.84s/it]
Batches:  81%|████████  | 2056/2531 [1:00:11<03:45,  2.11it/s]
Batches:  77%|███████▋  | 1945/2531 [59:06<05:21,  1.82it/s]
Batches:  77%|███████▋  | 1941/2531 [59:40<05:23,  1.82it/s]
Batches:  81%|████████▏ | 2057/2531 [1:00:12<03:40,  2.15it/s]
Batches:  77%|███████▋  | 1946/2531 [59:07<05:11,  1.88it/s]
Batches:  77%|███████▋  | 1942/2531 [59:40<05:15,  1.87it/s]
Batches:  81%|████████▏ | 2058/2531 [1:00:12<03:43,  2.12it/s]
Batches:  77%|███████▋  | 1943/2531 [59:41<04:58,  1.97it/s]
Batches:  77%|███████▋  | 1947/2531 [59:07<05:32,  1.76it/s]
Batches:  81%|████████▏ | 2059/2531 [1:00:13<03:52,  2.03it/s]
Batches:  39%|███▉      | 988/2531 [58:32<47:10,  1.83s/it]
Batches:  77%|███████▋  | 1944/2531 [59:41<05:05,  1.92it/s]
Batches:  77%|███████▋  | 1948/2531 [59:08<05:28,  1.77it/s]
Batches:  81%|████████▏ | 2060/2531 [1:00:13<03:56,  1.99it/s]
Batches:  77%|███████▋  | 1945/2531 [59:42<05:00,  1.95it/s]
Batches:  77%|███████▋  | 1949/2531 [59:08<05:09,  1.88it/s]
Batches:  81%|████████▏ | 2061/2531 [1:00:14<03:49,  2.05it/s]
Batches:  77%|███████▋  | 1946/2531 [59:42<05:02,  1.93it/s]
Batches:  77%|███████▋  | 1950/2531 [59:09<04:57,  1.95it/s]
Batches:  81%|████████▏ | 2062/2531 [1:00:14<03:49,  2.04it/s]
Batches:  77%|███████▋  | 1951/2531 [59:09<04:53,  1.97it/s]
Batches:  77%|███████▋  | 1947/2531 [59:43<05:14,  1.86it/s]
Batches:  39%|███▉      | 989/2531 [58:34<47:02,  1.83s/it]
Batches:  82%|████████▏ | 2063/2531 [1:00:15<03:49,  2.04it/s]
Batches:  77%|███████▋  | 1952/2531 [59:10<04:59,  1.93it/s]
Batches:  77%|███████▋  | 1948/2531 [59:43<05:07,  1.90it/s]
Batches:  82%|████████▏ | 2064/2531 [1:00:15<03:53,  2.00it/s]
Batches:  77%|███████▋  | 1949/2531 [59:44<05:07,  1.90it/s]
Batches:  77%|███████▋  | 1953/2531 [59:10<05:09,  1.87it/s]
Batches:  82%|████████▏ | 2065/2531 [1:00:16<03:59,  1.95it/s]
Batches:  77%|███████▋  | 1950/2531 [59:44<05:00,  1.93it/s]
Batches:  77%|███████▋  | 1954/2531 [59:11<05:01,  1.91it/s]
Batches:  82%|████████▏ | 2066/2531 [1:00:16<03:52,  2.00it/s]
Batches:  39%|███▉      | 990/2531 [58:35<47:08,  1.84s/it]
Batches:  77%|███████▋  | 1955/2531 [59:12<05:04,  1.89it/s]
Batches:  77%|███████▋  | 1951/2531 [59:45<05:13,  1.85it/s]
Batches:  82%|████████▏ | 2067/2531 [1:00:17<03:50,  2.01it/s]
Batches:  77%|███████▋  | 1956/2531 [59:12<04:57,  1.93it/s]
Batches:  77%|███████▋  | 1952/2531 [59:45<05:05,  1.89it/s]
Batches:  82%|████████▏ | 2068/2531 [1:00:17<03:46,  2.05it/s]
Batches:  77%|███████▋  | 1957/2531 [59:13<05:01,  1.90it/s]
Batches:  82%|████████▏ | 2069/2531 [1:00:18<03:42,  2.07it/s]
Batches:  77%|███████▋  | 1953/2531 [59:46<05:08,  1.87it/s]
Batches:  82%|████████▏ | 2070/2531 [1:00:18<03:36,  2.13it/s]
Batches:  77%|███████▋  | 1958/2531 [59:13<04:55,  1.94it/s]
Batches:  39%|███▉      | 991/2531 [58:37<46:35,  1.82s/it]
Batches:  77%|███████▋  | 1954/2531 [59:46<05:23,  1.78it/s]
Batches:  82%|████████▏ | 2071/2531 [1:00:19<03:31,  2.17it/s]
Batches:  77%|███████▋  | 1959/2531 [59:14<05:11,  1.84it/s]
Batches:  77%|███████▋  | 1955/2531 [59:47<05:33,  1.72it/s]
Batches:  82%|████████▏ | 2072/2531 [1:00:19<03:30,  2.18it/s]
Batches:  77%|███████▋  | 1960/2531 [59:14<05:01,  1.89it/s]
Batches:  77%|███████▋  | 1956/2531 [59:48<05:18,  1.81it/s]
Batches:  82%|████████▏ | 2073/2531 [1:00:20<03:27,  2.21it/s]
Batches:  77%|███████▋  | 1961/2531 [59:15<05:00,  1.90it/s]
Batches:  82%|████████▏ | 2074/2531 [1:00:20<03:28,  2.19it/s]
Batches:  39%|███▉      | 992/2531 [58:39<45:33,  1.78s/it]
Batches:  77%|███████▋  | 1957/2531 [59:48<05:22,  1.78it/s]
Batches:  78%|███████▊  | 1962/2531 [59:15<04:53,  1.94it/s]
Batches:  82%|████████▏ | 2075/2531 [1:00:20<03:33,  2.14it/s]
Batches:  77%|███████▋  | 1958/2531 [59:49<05:20,  1.79it/s]
Batches:  78%|███████▊  | 1963/2531 [59:16<04:49,  1.96it/s]
Batches:  82%|████████▏ | 2076/2531 [1:00:21<03:35,  2.11it/s]
Batches:  77%|███████▋  | 1959/2531 [59:49<05:19,  1.79it/s]
Batches:  78%|███████▊  | 1964/2531 [59:16<04:45,  1.98it/s]
Batches:  82%|████████▏ | 2077/2531 [1:00:21<03:32,  2.13it/s]
Batches:  77%|███████▋  | 1960/2531 [59:50<05:16,  1.80it/s]
Batches:  78%|███████▊  | 1965/2531 [59:17<04:49,  1.96it/s]
Batches:  39%|███▉      | 993/2531 [58:41<45:48,  1.79s/it]
Batches:  82%|████████▏ | 2078/2531 [1:00:22<03:32,  2.13it/s]
Batches:  77%|███████▋  | 1961/2531 [59:50<05:06,  1.86it/s]
Batches:  78%|███████▊  | 1966/2531 [59:17<04:47,  1.97it/s]
Batches:  82%|████████▏ | 2079/2531 [1:00:22<03:31,  2.14it/s]
Batches:  78%|███████▊  | 1962/2531 [59:51<05:13,  1.82it/s]
Batches:  82%|████████▏ | 2080/2531 [1:00:23<03:30,  2.14it/s]
Batches:  78%|███████▊  | 1967/2531 [59:18<04:44,  1.98it/s]
Batches:  78%|███████▊  | 1963/2531 [59:51<04:57,  1.91it/s]
Batches:  82%|████████▏ | 2081/2531 [1:00:23<03:30,  2.14it/s]
Batches:  78%|███████▊  | 1968/2531 [59:18<04:36,  2.04it/s]
Batches:  39%|███▉      | 994/2531 [58:43<45:38,  1.78s/it]
Batches:  78%|███████▊  | 1964/2531 [59:52<04:35,  2.06it/s]
Batches:  82%|████████▏ | 2082/2531 [1:00:24<03:34,  2.09it/s]
Batches:  78%|███████▊  | 1969/2531 [59:19<04:36,  2.03it/s]
Batches:  78%|███████▊  | 1965/2531 [59:52<04:37,  2.04it/s]
Batches:  78%|███████▊  | 1970/2531 [59:19<04:31,  2.07it/s]
Batches:  82%|████████▏ | 2083/2531 [1:00:24<03:40,  2.03it/s]
Batches:  78%|███████▊  | 1966/2531 [59:53<04:37,  2.04it/s]
Batches:  78%|███████▊  | 1971/2531 [59:20<04:32,  2.06it/s]
Batches:  82%|████████▏ | 2084/2531 [1:00:25<03:40,  2.03it/s]
Batches:  78%|███████▊  | 1967/2531 [59:53<04:33,  2.06it/s]
Batches:  82%|████████▏ | 2085/2531 [1:00:25<03:27,  2.15it/s]
Batches:  78%|███████▊  | 1972/2531 [59:20<04:32,  2.05it/s]
Batches:  39%|███▉      | 995/2531 [58:44<46:06,  1.80s/it]
Batches:  78%|███████▊  | 1968/2531 [59:54<04:35,  2.04it/s]
Batches:  82%|████████▏ | 2086/2531 [1:00:26<03:29,  2.12it/s]
Batches:  78%|███████▊  | 1973/2531 [59:21<04:52,  1.91it/s]
Batches:  78%|███████▊  | 1969/2531 [59:54<04:36,  2.04it/s]
Batches:  82%|████████▏ | 2087/2531 [1:00:26<03:36,  2.05it/s]
Batches:  78%|███████▊  | 1974/2531 [59:21<04:40,  1.98it/s]
Batches:  78%|███████▊  | 1970/2531 [59:55<04:36,  2.03it/s]
Batches:  82%|████████▏ | 2088/2531 [1:00:27<03:41,  2.00it/s]
Batches:  78%|███████▊  | 1975/2531 [59:22<04:43,  1.96it/s]
Batches:  78%|███████▊  | 1971/2531 [59:55<04:42,  1.98it/s]
Batches:  83%|████████▎ | 2089/2531 [1:00:27<03:36,  2.04it/s]
Batches:  78%|███████▊  | 1976/2531 [59:22<04:34,  2.02it/s]
Batches:  39%|███▉      | 996/2531 [58:46<47:11,  1.84s/it]
Batches:  78%|███████▊  | 1972/2531 [59:56<04:31,  2.06it/s]
Batches:  83%|████████▎ | 2090/2531 [1:00:28<03:36,  2.04it/s]
Batches:  78%|███████▊  | 1977/2531 [59:23<04:42,  1.96it/s]
Batches:  78%|███████▊  | 1973/2531 [59:56<04:33,  2.04it/s]
Batches:  83%|████████▎ | 2091/2531 [1:00:28<03:32,  2.07it/s]
Batches:  78%|███████▊  | 1978/2531 [59:23<04:38,  1.98it/s]
Batches:  78%|███████▊  | 1974/2531 [59:57<04:34,  2.03it/s]
Batches:  83%|████████▎ | 2092/2531 [1:00:29<03:28,  2.11it/s]
Batches:  78%|███████▊  | 1979/2531 [59:24<04:36,  2.00it/s]
Batches:  78%|███████▊  | 1975/2531 [59:57<04:28,  2.07it/s]
Batches:  83%|████████▎ | 2093/2531 [1:00:29<03:23,  2.15it/s]
Batches:  39%|███▉      | 997/2531 [58:48<47:11,  1.85s/it]
Batches:  78%|███████▊  | 1980/2531 [59:24<04:30,  2.04it/s]
Batches:  83%|████████▎ | 2094/2531 [1:00:30<03:21,  2.16it/s]
Batches:  78%|███████▊  | 1976/2531 [59:58<04:30,  2.05it/s]
Batches:  78%|███████▊  | 1981/2531 [59:25<04:38,  1.97it/s]
Batches:  83%|████████▎ | 2095/2531 [1:00:30<03:22,  2.15it/s]
Batches:  78%|███████▊  | 1977/2531 [59:58<04:31,  2.04it/s]
Batches:  78%|███████▊  | 1982/2531 [59:25<04:45,  1.92it/s]
Batches:  83%|████████▎ | 2096/2531 [1:00:30<03:14,  2.24it/s]
Batches:  78%|███████▊  | 1978/2531 [59:59<04:37,  1.99it/s]
Batches:  83%|████████▎ | 2097/2531 [1:00:31<03:15,  2.22it/s]
Batches:  78%|███████▊  | 1983/2531 [59:26<04:40,  1.95it/s]
Batches:  39%|███▉      | 998/2531 [58:50<46:41,  1.83s/it]
Batches:  78%|███████▊  | 1979/2531 [59:59<04:36,  2.00it/s]
Batches:  83%|████████▎ | 2098/2531 [1:00:31<03:07,  2.31it/s]
Batches:  78%|███████▊  | 1984/2531 [59:26<04:57,  1.84it/s]
Batches:  78%|███████▊  | 1980/2531 [1:00:00<04:34,  2.00it/s]
Batches:  83%|████████▎ | 2099/2531 [1:00:32<03:11,  2.25it/s]
Batches:  78%|███████▊  | 1985/2531 [59:27<04:48,  1.89it/s]
Batches:  78%|███████▊  | 1981/2531 [1:00:00<04:33,  2.01it/s]
Batches:  83%|████████▎ | 2100/2531 [1:00:32<03:21,  2.13it/s]
Batches:  78%|███████▊  | 1986/2531 [59:27<04:50,  1.88it/s]
Batches:  78%|███████▊  | 1982/2531 [1:00:01<04:46,  1.92it/s]
Batches:  83%|████████▎ | 2101/2531 [1:00:33<03:17,  2.17it/s]
Batches:  39%|███▉      | 999/2531 [58:52<46:59,  1.84s/it]
Batches:  79%|███████▊  | 1987/2531 [59:28<04:43,  1.92it/s]
Batches:  78%|███████▊  | 1983/2531 [1:00:01<04:47,  1.91it/s]
Batches:  83%|████████▎ | 2102/2531 [1:00:33<03:21,  2.13it/s]
Batches:  79%|███████▊  | 1988/2531 [59:28<04:32,  1.99it/s]
Batches:  83%|████████▎ | 2103/2531 [1:00:34<03:24,  2.10it/s]
Batches:  78%|███████▊  | 1984/2531 [1:00:02<04:50,  1.88it/s]
Batches:  79%|███████▊  | 1989/2531 [59:29<04:40,  1.93it/s]
Batches:  83%|████████▎ | 2104/2531 [1:00:34<03:20,  2.13it/s]
Batches:  78%|███████▊  | 1985/2531 [1:00:02<04:44,  1.92it/s]
Batches:  83%|████████▎ | 2105/2531 [1:00:35<03:16,  2.16it/s]
Batches:  79%|███████▊  | 1990/2531 [59:29<04:49,  1.87it/s]
Batches:  40%|███▉      | 1000/2531 [58:54<46:03,  1.80s/it]
Batches:  78%|███████▊  | 1986/2531 [1:00:03<04:45,  1.91it/s]
Batches:  83%|████████▎ | 2106/2531 [1:00:35<03:16,  2.16it/s]
Batches:  79%|███████▊  | 1991/2531 [59:30<04:37,  1.94it/s]
Batches:  79%|███████▊  | 1987/2531 [1:00:03<04:53,  1.85it/s]
Batches:  83%|████████▎ | 2107/2531 [1:00:36<03:16,  2.15it/s]
Batches:  79%|███████▊  | 1992/2531 [59:30<04:33,  1.97it/s]
Batches:  79%|███████▊  | 1988/2531 [1:00:04<04:45,  1.90it/s]
Batches:  83%|████████▎ | 2108/2531 [1:00:36<03:12,  2.19it/s]
Batches:  79%|███████▊  | 1993/2531 [59:31<04:35,  1.95it/s]
Batches:  79%|███████▊  | 1989/2531 [1:00:04<04:48,  1.88it/s]
Batches:  83%|████████▎ | 2109/2531 [1:00:36<03:13,  2.18it/s]
Batches:  40%|███▉      | 1001/2531 [58:55<46:20,  1.82s/it]
Batches:  79%|███████▉  | 1994/2531 [59:31<04:32,  1.97it/s]
Batches:  83%|████████▎ | 2110/2531 [1:00:37<03:10,  2.21it/s]
Batches:  79%|███████▊  | 1990/2531 [1:00:05<04:51,  1.86it/s]
Batches:  79%|███████▉  | 1995/2531 [59:32<04:29,  1.99it/s]
Batches:  83%|████████▎ | 2111/2531 [1:00:37<03:10,  2.20it/s]
Batches:  79%|███████▊  | 1991/2531 [1:00:06<04:52,  1.85it/s]
Batches:  79%|███████▉  | 1996/2531 [59:32<04:42,  1.90it/s]
Batches:  83%|████████▎ | 2112/2531 [1:00:38<03:08,  2.22it/s]
Batches:  79%|███████▊  | 1992/2531 [1:00:06<04:52,  1.84it/s]
Batches:  79%|███████▉  | 1997/2531 [59:33<04:36,  1.93it/s]
Batches:  83%|████████▎ | 2113/2531 [1:00:38<03:09,  2.21it/s]
Batches:  40%|███▉      | 1002/2531 [58:57<46:20,  1.82s/it]
Batches:  79%|███████▊  | 1993/2531 [1:00:07<04:38,  1.93it/s]
Batches:  79%|███████▉  | 1998/2531 [59:33<04:31,  1.96it/s]
Batches:  84%|████████▎ | 2114/2531 [1:00:39<03:10,  2.19it/s]
Batches:  79%|███████▉  | 1994/2531 [1:00:07<04:34,  1.96it/s]
Batches:  79%|███████▉  | 1999/2531 [59:34<04:28,  1.98it/s]
Batches:  84%|████████▎ | 2115/2531 [1:00:39<03:20,  2.07it/s]
Batches:  79%|███████▉  | 1995/2531 [1:00:08<04:27,  2.01it/s]
Batches:  79%|███████▉  | 2000/2531 [59:34<04:25,  2.00it/s]
Batches:  84%|████████▎ | 2116/2531 [1:00:40<03:16,  2.11it/s]
Batches:  79%|███████▉  | 1996/2531 [1:00:08<04:26,  2.01it/s]
Batches:  79%|███████▉  | 2001/2531 [59:35<04:23,  2.01it/s]
Batches:  40%|███▉      | 1003/2531 [58:59<46:30,  1.83s/it]
Batches:  84%|████████▎ | 2117/2531 [1:00:40<03:18,  2.08it/s]
Batches:  79%|███████▉  | 1997/2531 [1:00:09<04:25,  2.01it/s]
Batches:  84%|████████▎ | 2118/2531 [1:00:41<03:16,  2.10it/s]
Batches:  79%|███████▉  | 2002/2531 [59:35<04:30,  1.96it/s]
Batches:  79%|███████▉  | 1998/2531 [1:00:09<04:24,  2.02it/s]
Batches:  84%|████████▎ | 2119/2531 [1:00:41<03:18,  2.08it/s]
Batches:  79%|███████▉  | 2003/2531 [59:36<04:34,  1.92it/s]
Batches:  79%|███████▉  | 1999/2531 [1:00:10<04:24,  2.01it/s]
Batches:  84%|████████▍ | 2120/2531 [1:00:42<03:12,  2.13it/s]
Batches:  79%|███████▉  | 2004/2531 [59:36<04:24,  1.99it/s]
Batches:  84%|████████▍ | 2121/2531 [1:00:42<03:03,  2.23it/s]
Batches:  79%|███████▉  | 2000/2531 [1:00:10<04:31,  1.95it/s]
Batches:  40%|███▉      | 1004/2531 [59:01<46:38,  1.83s/it]
Batches:  79%|███████▉  | 2005/2531 [59:37<04:22,  2.01it/s]
Batches:  84%|████████▍ | 2122/2531 [1:00:42<03:02,  2.24it/s]
Batches:  79%|███████▉  | 2001/2531 [1:00:11<04:38,  1.90it/s]
Batches:  79%|███████▉  | 2006/2531 [59:37<04:20,  2.01it/s]
Batches:  84%|████████▍ | 2123/2531 [1:00:43<03:04,  2.21it/s]
Batches:  79%|███████▉  | 2002/2531 [1:00:11<04:52,  1.81it/s]
Batches:  79%|███████▉  | 2007/2531 [59:38<04:33,  1.91it/s]
Batches:  84%|████████▍ | 2124/2531 [1:00:43<03:05,  2.19it/s]
Batches:  79%|███████▉  | 2003/2531 [1:00:12<04:43,  1.86it/s]
Batches:  79%|███████▉  | 2008/2531 [59:39<04:23,  1.99it/s]
Batches:  84%|████████▍ | 2125/2531 [1:00:44<03:07,  2.17it/s]
Batches:  40%|███▉      | 1005/2531 [59:03<47:14,  1.86s/it]
Batches:  79%|███████▉  | 2004/2531 [1:00:12<04:36,  1.91it/s]
Batches:  79%|███████▉  | 2009/2531 [59:39<04:20,  2.00it/s]
Batches:  84%|████████▍ | 2126/2531 [1:00:44<03:04,  2.20it/s]
Batches:  79%|███████▉  | 2005/2531 [1:00:13<04:25,  1.98it/s]
Batches:  79%|███████▉  | 2010/2531 [59:39<04:11,  2.07it/s]
Batches:  84%|████████▍ | 2127/2531 [1:00:45<03:02,  2.21it/s]
Batches:  84%|████████▍ | 2128/2531 [1:00:45<03:00,  2.23it/s]
Batches:  79%|███████▉  | 2006/2531 [1:00:13<04:33,  1.92it/s]
Batches:  79%|███████▉  | 2011/2531 [59:40<04:21,  1.99it/s]
Batches:  84%|████████▍ | 2129/2531 [1:00:46<02:54,  2.30it/s]
Batches:  40%|███▉      | 1006/2531 [59:05<46:05,  1.81s/it]
Batches:  79%|███████▉  | 2007/2531 [1:00:14<04:34,  1.91it/s]
Batches:  79%|███████▉  | 2012/2531 [59:41<04:27,  1.94it/s]
Batches:  84%|████████▍ | 2130/2531 [1:00:46<03:00,  2.22it/s]
Batches:  80%|███████▉  | 2013/2531 [59:41<04:19,  1.99it/s]
Batches:  79%|███████▉  | 2008/2531 [1:00:14<04:44,  1.84it/s]
Batches:  84%|████████▍ | 2131/2531 [1:00:46<03:02,  2.19it/s]
Batches:  80%|███████▉  | 2014/2531 [59:42<04:25,  1.94it/s]
Batches:  79%|███████▉  | 2009/2531 [1:00:15<04:32,  1.91it/s]
Batches:  84%|████████▍ | 2132/2531 [1:00:47<03:00,  2.22it/s]
Batches:  79%|███████▉  | 2010/2531 [1:00:15<04:22,  1.98it/s]
Batches:  80%|███████▉  | 2015/2531 [59:42<04:27,  1.93it/s]
Batches:  40%|███▉      | 1007/2531 [59:06<45:32,  1.79s/it]
Batches:  84%|████████▍ | 2133/2531 [1:00:47<03:04,  2.16it/s]
Batches:  80%|███████▉  | 2016/2531 [59:43<04:17,  2.00it/s]
Batches:  79%|███████▉  | 2011/2531 [1:00:16<04:21,  1.99it/s]
Batches:  84%|████████▍ | 2134/2531 [1:00:48<03:04,  2.15it/s]
Batches:  79%|███████▉  | 2012/2531 [1:00:16<04:16,  2.02it/s]
Batches:  80%|███████▉  | 2017/2531 [59:43<04:15,  2.01it/s]
Batches:  84%|████████▍ | 2135/2531 [1:00:48<03:11,  2.07it/s]
Batches:  80%|███████▉  | 2013/2531 [1:00:17<04:10,  2.07it/s]
Batches:  80%|███████▉  | 2018/2531 [59:44<04:14,  2.01it/s]
Batches:  84%|████████▍ | 2136/2531 [1:00:49<03:07,  2.11it/s]
Batches:  80%|███████▉  | 2014/2531 [1:00:17<04:06,  2.10it/s]
Batches:  80%|███████▉  | 2019/2531 [59:44<04:21,  1.96it/s]
Batches:  40%|███▉      | 1008/2531 [59:08<46:52,  1.85s/it]
Batches:  84%|████████▍ | 2137/2531 [1:00:49<03:14,  2.02it/s]
Batches:  80%|███████▉  | 2015/2531 [1:00:18<04:22,  1.97it/s]
Batches:  80%|███████▉  | 2020/2531 [59:45<04:14,  2.01it/s]
Batches:  84%|████████▍ | 2138/2531 [1:00:50<03:11,  2.05it/s]
Batches:  80%|███████▉  | 2021/2531 [59:45<04:07,  2.06it/s]
Batches:  80%|███████▉  | 2016/2531 [1:00:18<04:20,  1.98it/s]
Batches:  85%|████████▍ | 2139/2531 [1:00:50<03:05,  2.11it/s]
Batches:  80%|███████▉  | 2022/2531 [59:45<04:08,  2.05it/s]
Batches:  80%|███████▉  | 2017/2531 [1:00:19<04:14,  2.02it/s]
Batches:  85%|████████▍ | 2140/2531 [1:00:51<03:03,  2.14it/s]
Batches:  40%|███▉      | 1009/2531 [59:10<46:22,  1.83s/it]
Batches:  80%|███████▉  | 2023/2531 [59:46<04:13,  2.00it/s]
Batches:  80%|███████▉  | 2018/2531 [1:00:19<04:22,  1.95it/s]
Batches:  85%|████████▍ | 2141/2531 [1:00:51<03:05,  2.10it/s]
Batches:  80%|███████▉  | 2024/2531 [59:46<04:06,  2.05it/s]
Batches:  80%|███████▉  | 2019/2531 [1:00:20<04:14,  2.01it/s]
Batches:  85%|████████▍ | 2142/2531 [1:00:52<03:06,  2.08it/s]
Batches:  80%|████████  | 2025/2531 [59:47<04:01,  2.09it/s]
Batches:  80%|███████▉  | 2020/2531 [1:00:20<04:09,  2.04it/s]
Batches:  85%|████████▍ | 2143/2531 [1:00:52<03:14,  2.00it/s]
Batches:  80%|████████  | 2026/2531 [59:47<03:58,  2.12it/s]
Batches:  80%|███████▉  | 2021/2531 [1:00:21<04:18,  1.97it/s]
Batches:  85%|████████▍ | 2144/2531 [1:00:53<03:01,  2.13it/s]
Batches:  40%|███▉      | 1010/2531 [59:12<46:00,  1.81s/it]
Batches:  80%|████████  | 2027/2531 [59:48<04:00,  2.09it/s]
Batches:  85%|████████▍ | 2145/2531 [1:00:53<02:57,  2.17it/s]
Batches:  80%|███████▉  | 2022/2531 [1:00:21<04:16,  1.98it/s]
Batches:  80%|████████  | 2028/2531 [59:48<03:57,  2.12it/s]
Batches:  85%|████████▍ | 2146/2531 [1:00:54<02:54,  2.20it/s]
Batches:  80%|███████▉  | 2023/2531 [1:00:22<04:09,  2.04it/s]
Batches:  80%|████████  | 2029/2531 [59:49<03:59,  2.09it/s]
Batches:  85%|████████▍ | 2147/2531 [1:00:54<02:52,  2.22it/s]
Batches:  80%|███████▉  | 2024/2531 [1:00:22<04:05,  2.06it/s]
Batches:  85%|████████▍ | 2148/2531 [1:00:54<02:46,  2.30it/s]
Batches:  80%|████████  | 2030/2531 [59:49<03:57,  2.11it/s]
Batches:  80%|████████  | 2025/2531 [1:00:23<04:02,  2.09it/s]
Batches:  40%|███▉      | 1011/2531 [59:14<45:56,  1.81s/it]
Batches:  85%|████████▍ | 2149/2531 [1:00:55<02:49,  2.25it/s]
Batches:  80%|████████  | 2031/2531 [59:50<03:54,  2.13it/s]
Batches:  80%|████████  | 2026/2531 [1:00:23<03:59,  2.11it/s]
Batches:  85%|████████▍ | 2150/2531 [1:00:55<02:48,  2.26it/s]
Batches:  80%|████████  | 2032/2531 [59:50<03:57,  2.10it/s]
Batches:  80%|████████  | 2027/2531 [1:00:24<04:10,  2.01it/s]
Batches:  85%|████████▍ | 2151/2531 [1:00:56<02:49,  2.24it/s]
Batches:  80%|████████  | 2033/2531 [59:51<03:59,  2.08it/s]
Batches:  80%|████████  | 2028/2531 [1:00:24<04:17,  1.95it/s]
Batches:  85%|████████▌ | 2152/2531 [1:00:56<02:54,  2.17it/s]
Batches:  80%|████████  | 2034/2531 [59:51<04:00,  2.06it/s]
Batches:  80%|████████  | 2029/2531 [1:00:25<04:09,  2.01it/s]
Batches:  40%|███▉      | 1012/2531 [59:16<46:55,  1.85s/it]
Batches:  85%|████████▌ | 2153/2531 [1:00:57<02:51,  2.20it/s]
Batches:  80%|████████  | 2035/2531 [59:52<04:01,  2.05it/s]
Batches:  80%|████████  | 2030/2531 [1:00:25<04:03,  2.06it/s]
Batches:  85%|████████▌ | 2154/2531 [1:00:57<02:51,  2.20it/s]
Batches:  80%|████████  | 2036/2531 [59:52<04:09,  1.99it/s]
Batches:  80%|████████  | 2031/2531 [1:00:26<04:00,  2.08it/s]
Batches:  85%|████████▌ | 2155/2531 [1:00:58<02:49,  2.22it/s]
Batches:  80%|████████  | 2037/2531 [59:53<04:02,  2.04it/s]
Batches:  80%|████████  | 2032/2531 [1:00:26<04:02,  2.06it/s]
Batches:  85%|████████▌ | 2156/2531 [1:00:58<02:49,  2.21it/s]
Batches:  81%|████████  | 2038/2531 [59:53<03:56,  2.08it/s]
Batches:  40%|████      | 1013/2531 [59:17<45:48,  1.81s/it]
Batches:  85%|████████▌ | 2157/2531 [1:00:59<02:47,  2.23it/s]
Batches:  80%|████████  | 2033/2531 [1:00:27<04:08,  2.01it/s]
Batches:  81%|████████  | 2039/2531 [59:54<03:52,  2.11it/s]
Batches:  85%|████████▌ | 2158/2531 [1:00:59<02:42,  2.30it/s]
Batches:  80%|████████  | 2034/2531 [1:00:27<04:07,  2.01it/s]
Batches:  81%|████████  | 2040/2531 [59:54<03:54,  2.09it/s]
Batches:  85%|████████▌ | 2159/2531 [1:00:59<02:42,  2.29it/s]
Batches:  80%|████████  | 2035/2531 [1:00:28<04:03,  2.04it/s]
Batches:  85%|████████▌ | 2160/2531 [1:01:00<02:37,  2.35it/s]
Batches:  81%|████████  | 2041/2531 [59:55<04:01,  2.03it/s]
Batches:  80%|████████  | 2036/2531 [1:00:28<04:03,  2.03it/s]
Batches:  40%|████      | 1014/2531 [59:19<45:46,  1.81s/it]
Batches:  85%|████████▌ | 2161/2531 [1:01:00<02:44,  2.25it/s]
Batches:  81%|████████  | 2042/2531 [59:55<04:13,  1.93it/s]
Batches:  80%|████████  | 2037/2531 [1:00:29<03:58,  2.08it/s]
Batches:  85%|████████▌ | 2162/2531 [1:01:01<02:43,  2.26it/s]
Batches:  81%|████████  | 2043/2531 [59:56<04:16,  1.90it/s]
Batches:  81%|████████  | 2038/2531 [1:00:29<03:55,  2.09it/s]
Batches:  85%|████████▌ | 2163/2531 [1:01:01<02:45,  2.22it/s]
Batches:  81%|████████  | 2044/2531 [59:56<04:07,  1.97it/s]
Batches:  81%|████████  | 2039/2531 [1:00:30<03:52,  2.12it/s]
Batches:  85%|████████▌ | 2164/2531 [1:01:02<02:44,  2.23it/s]
Batches:  81%|████████  | 2040/2531 [1:00:30<03:50,  2.13it/s]
Batches:  81%|████████  | 2045/2531 [59:57<04:13,  1.92it/s]
Batches:  40%|████      | 1015/2531 [59:21<45:44,  1.81s/it]
Batches:  86%|████████▌ | 2165/2531 [1:01:02<02:43,  2.24it/s]
Batches:  81%|████████  | 2041/2531 [1:00:30<03:48,  2.14it/s]
Batches:  81%|████████  | 2046/2531 [59:57<04:03,  1.99it/s]
Batches:  86%|████████▌ | 2166/2531 [1:01:02<02:42,  2.25it/s]
Batches:  81%|████████  | 2042/2531 [1:00:31<03:57,  2.06it/s]
Batches:  86%|████████▌ | 2167/2531 [1:01:03<02:43,  2.23it/s]
Batches:  81%|████████  | 2047/2531 [59:58<04:08,  1.94it/s]
Batches:  81%|████████  | 2043/2531 [1:00:31<03:54,  2.08it/s]
Batches:  86%|████████▌ | 2168/2531 [1:01:03<02:43,  2.22it/s]
Batches:  81%|████████  | 2048/2531 [59:58<04:04,  1.97it/s]
Batches:  40%|████      | 1016/2531 [59:23<44:45,  1.77s/it]
Batches:  81%|████████  | 2044/2531 [1:00:32<03:51,  2.11it/s]
Batches:  86%|████████▌ | 2169/2531 [1:01:04<02:44,  2.20it/s]
Batches:  81%|████████  | 2049/2531 [59:59<03:56,  2.04it/s]
Batches:  81%|████████  | 2045/2531 [1:00:32<03:48,  2.13it/s]
Batches:  86%|████████▌ | 2170/2531 [1:01:04<02:42,  2.22it/s]
Batches:  81%|████████  | 2050/2531 [59:59<04:03,  1.97it/s]
Batches:  81%|████████  | 2046/2531 [1:00:33<03:51,  2.09it/s]
Batches:  86%|████████▌ | 2171/2531 [1:01:05<02:42,  2.21it/s]
Batches:  81%|████████  | 2051/2531 [1:00:00<04:08,  1.93it/s]
Batches:  86%|████████▌ | 2172/2531 [1:01:05<02:41,  2.22it/s]
Batches:  81%|████████  | 2047/2531 [1:00:33<04:11,  1.92it/s]
Batches:  40%|████      | 1017/2531 [59:24<44:20,  1.76s/it]
Batches:  81%|████████  | 2052/2531 [1:00:00<03:57,  2.02it/s]
Batches:  86%|████████▌ | 2173/2531 [1:01:06<02:42,  2.20it/s]
Batches:  81%|████████  | 2048/2531 [1:00:34<04:00,  2.01it/s]
Batches:  81%|████████  | 2053/2531 [1:00:01<03:56,  2.02it/s]
Batches:  86%|████████▌ | 2174/2531 [1:01:06<02:41,  2.22it/s]
Batches:  81%|████████  | 2049/2531 [1:00:34<03:54,  2.06it/s]
Batches:  81%|████████  | 2054/2531 [1:00:01<03:50,  2.07it/s]
Batches:  86%|████████▌ | 2175/2531 [1:01:07<02:41,  2.21it/s]
Batches:  81%|████████  | 2050/2531 [1:00:35<03:51,  2.08it/s]
Batches:  81%|████████  | 2055/2531 [1:00:02<03:59,  1.98it/s]
Batches:  86%|████████▌ | 2176/2531 [1:01:07<02:39,  2.23it/s]
Batches:  40%|████      | 1018/2531 [59:26<44:25,  1.76s/it]
Batches:  81%|████████  | 2051/2531 [1:00:35<03:48,  2.10it/s]
Batches:  81%|████████  | 2056/2531 [1:00:02<03:57,  2.00it/s]
Batches:  86%|████████▌ | 2177/2531 [1:01:07<02:40,  2.20it/s]
Batches:  81%|████████  | 2052/2531 [1:00:36<03:47,  2.11it/s]
Batches:  86%|████████▌ | 2178/2531 [1:01:08<02:35,  2.27it/s]
Batches:  81%|████████▏ | 2057/2531 [1:00:03<03:55,  2.01it/s]
Batches:  81%|████████  | 2053/2531 [1:00:36<03:44,  2.13it/s]
Batches:  86%|████████▌ | 2179/2531 [1:01:08<02:34,  2.28it/s]
Batches:  81%|████████▏ | 2058/2531 [1:00:03<03:54,  2.02it/s]
Batches:  81%|████████  | 2054/2531 [1:00:37<03:52,  2.05it/s]
Batches:  86%|████████▌ | 2180/2531 [1:01:09<02:34,  2.27it/s]
Batches:  40%|████      | 1019/2531 [59:28<44:00,  1.75s/it]
Batches:  81%|████████▏ | 2059/2531 [1:00:04<03:53,  2.02it/s]
Batches:  81%|████████  | 2055/2531 [1:00:37<03:50,  2.07it/s]
Batches:  86%|████████▌ | 2181/2531 [1:01:09<02:35,  2.25it/s]
Batches:  81%|████████▏ | 2060/2531 [1:00:04<03:57,  1.99it/s]
Batches:  81%|████████  | 2056/2531 [1:00:38<03:44,  2.12it/s]
Batches:  86%|████████▌ | 2182/2531 [1:01:10<02:37,  2.21it/s]
Batches:  81%|████████▏ | 2061/2531 [1:00:05<03:49,  2.04it/s]
Batches:  81%|████████▏ | 2057/2531 [1:00:38<03:39,  2.16it/s]
Batches:  86%|████████▋ | 2183/2531 [1:01:10<02:31,  2.30it/s]
Batches:  81%|████████▏ | 2062/2531 [1:00:05<03:49,  2.04it/s]
Batches:  86%|████████▋ | 2184/2531 [1:01:11<02:31,  2.29it/s]
Batches:  81%|████████▏ | 2058/2531 [1:00:39<03:43,  2.11it/s]
Batches:  40%|████      | 1020/2531 [59:30<43:58,  1.75s/it]
Batches:  82%|████████▏ | 2063/2531 [1:00:06<03:44,  2.08it/s]
Batches:  86%|████████▋ | 2185/2531 [1:01:11<02:31,  2.28it/s]
Batches:  81%|████████▏ | 2059/2531 [1:00:39<03:43,  2.11it/s]
Batches:  82%|████████▏ | 2064/2531 [1:00:06<03:42,  2.10it/s]
Batches:  86%|████████▋ | 2186/2531 [1:01:11<02:27,  2.35it/s]
Batches:  81%|████████▏ | 2060/2531 [1:00:40<03:46,  2.08it/s]
Batches:  82%|████████▏ | 2065/2531 [1:00:07<03:44,  2.08it/s]
Batches:  86%|████████▋ | 2187/2531 [1:01:12<02:30,  2.28it/s]
Batches:  81%|████████▏ | 2061/2531 [1:00:40<03:44,  2.09it/s]
Batches:  86%|████████▋ | 2188/2531 [1:01:12<02:26,  2.35it/s]
Batches:  82%|████████▏ | 2066/2531 [1:00:07<03:41,  2.10it/s]
Batches:  40%|████      | 1021/2531 [59:31<43:45,  1.74s/it]
Batches:  81%|████████▏ | 2062/2531 [1:00:41<03:54,  2.00it/s]
Batches:  86%|████████▋ | 2189/2531 [1:01:13<02:27,  2.32it/s]
Batches:  82%|████████▏ | 2067/2531 [1:00:08<03:36,  2.14it/s]
Batches:  82%|████████▏ | 2063/2531 [1:00:41<03:57,  1.97it/s]
Batches:  87%|████████▋ | 2190/2531 [1:01:13<02:27,  2.31it/s]
Batches:  82%|████████▏ | 2068/2531 [1:00:08<03:34,  2.15it/s]
Batches:  82%|████████▏ | 2064/2531 [1:00:42<03:48,  2.04it/s]
Batches:  87%|████████▋ | 2191/2531 [1:01:14<02:29,  2.27it/s]
Batches:  82%|████████▏ | 2069/2531 [1:00:08<03:33,  2.16it/s]
Batches:  82%|████████▏ | 2065/2531 [1:00:42<03:42,  2.10it/s]
Batches:  87%|████████▋ | 2192/2531 [1:01:14<02:24,  2.34it/s]
Batches:  40%|████      | 1022/2531 [59:33<43:34,  1.73s/it]
Batches:  82%|████████▏ | 2070/2531 [1:00:09<03:44,  2.06it/s]
Batches:  82%|████████▏ | 2066/2531 [1:00:43<03:39,  2.12it/s]
Batches:  87%|████████▋ | 2193/2531 [1:01:14<02:28,  2.28it/s]
Batches:  82%|████████▏ | 2071/2531 [1:00:09<03:44,  2.04it/s]
Batches:  87%|████████▋ | 2194/2531 [1:01:15<02:29,  2.25it/s]
Batches:  82%|████████▏ | 2067/2531 [1:00:43<03:49,  2.02it/s]
Batches:  82%|████████▏ | 2072/2531 [1:00:10<03:41,  2.07it/s]
Batches:  87%|████████▋ | 2195/2531 [1:01:15<02:29,  2.25it/s]
Batches:  82%|████████▏ | 2068/2531 [1:00:44<03:49,  2.02it/s]
Batches:  82%|████████▏ | 2073/2531 [1:00:11<03:49,  2.00it/s]
Batches:  87%|████████▋ | 2196/2531 [1:01:16<02:28,  2.26it/s]
Batches:  40%|████      | 1023/2531 [59:35<43:49,  1.74s/it]
Batches:  82%|████████▏ | 2069/2531 [1:00:44<03:43,  2.06it/s]
Batches:  82%|████████▏ | 2074/2531 [1:00:11<03:47,  2.01it/s]
Batches:  87%|████████▋ | 2197/2531 [1:01:16<02:27,  2.26it/s]
Batches:  82%|████████▏ | 2070/2531 [1:00:45<03:49,  2.01it/s]
Batches:  87%|████████▋ | 2198/2531 [1:01:17<02:22,  2.33it/s]
Batches:  82%|████████▏ | 2075/2531 [1:00:11<03:46,  2.02it/s]
Batches:  82%|████████▏ | 2071/2531 [1:00:45<03:48,  2.01it/s]
Batches:  87%|████████▋ | 2199/2531 [1:01:17<02:19,  2.39it/s]
Batches:  82%|████████▏ | 2076/2531 [1:00:12<03:45,  2.02it/s]
Batches:  82%|████████▏ | 2072/2531 [1:00:46<03:43,  2.06it/s]
Batches:  87%|████████▋ | 2200/2531 [1:01:17<02:16,  2.43it/s]
Batches:  40%|████      | 1024/2531 [59:36<43:49,  1.74s/it]
Batches:  82%|████████▏ | 2077/2531 [1:00:12<03:44,  2.02it/s]
Batches:  87%|████████▋ | 2201/2531 [1:01:18<02:19,  2.37it/s]
Batches:  82%|████████▏ | 2073/2531 [1:00:46<03:39,  2.09it/s]
Batches:  82%|████████▏ | 2078/2531 [1:00:13<03:40,  2.06it/s]
Batches:  82%|████████▏ | 2074/2531 [1:00:46<03:34,  2.13it/s]
Batches:  87%|████████▋ | 2202/2531 [1:01:18<02:23,  2.30it/s]
Batches:  82%|████████▏ | 2079/2531 [1:00:13<03:40,  2.05it/s]
Batches:  87%|████████▋ | 2203/2531 [1:01:19<02:20,  2.34it/s]
Batches:  82%|████████▏ | 2075/2531 [1:00:47<03:33,  2.14it/s]
Batches:  82%|████████▏ | 2080/2531 [1:00:14<03:37,  2.08it/s]
Batches:  87%|████████▋ | 2204/2531 [1:01:19<02:13,  2.46it/s]
Batches:  82%|████████▏ | 2076/2531 [1:00:47<03:41,  2.05it/s]
Batches:  40%|████      | 1025/2531 [59:38<43:37,  1.74s/it]
Batches:  82%|████████▏ | 2081/2531 [1:00:14<03:38,  2.06it/s]
Batches:  87%|████████▋ | 2205/2531 [1:01:20<02:20,  2.31it/s]
Batches:  82%|████████▏ | 2077/2531 [1:00:48<03:38,  2.08it/s]
Batches:  87%|████████▋ | 2206/2531 [1:01:20<02:17,  2.37it/s]
Batches:  82%|████████▏ | 2082/2531 [1:00:15<03:45,  1.99it/s]
Batches:  82%|████████▏ | 2078/2531 [1:00:48<03:40,  2.06it/s]
Batches:  87%|████████▋ | 2207/2531 [1:01:20<02:14,  2.41it/s]
Batches:  82%|████████▏ | 2083/2531 [1:00:15<03:48,  1.96it/s]
Batches:  87%|████████▋ | 2208/2531 [1:01:21<02:12,  2.45it/s]
Batches:  82%|████████▏ | 2079/2531 [1:00:49<03:41,  2.04it/s]
Batches:  41%|████      | 1026/2531 [59:40<43:52,  1.75s/it]
Batches:  82%|████████▏ | 2084/2531 [1:00:16<03:40,  2.03it/s]
Batches:  87%|████████▋ | 2209/2531 [1:01:21<02:10,  2.47it/s]
Batches:  82%|████████▏ | 2080/2531 [1:00:49<03:49,  1.97it/s]
Batches:  87%|████████▋ | 2210/2531 [1:01:22<02:08,  2.49it/s]
Batches:  82%|████████▏ | 2085/2531 [1:00:16<03:40,  2.02it/s]
Batches:  82%|████████▏ | 2081/2531 [1:00:50<03:47,  1.98it/s]
Batches:  87%|████████▋ | 2211/2531 [1:01:22<02:14,  2.38it/s]
Batches:  82%|████████▏ | 2086/2531 [1:00:17<03:40,  2.02it/s]
Batches:  82%|████████▏ | 2082/2531 [1:00:50<03:45,  1.99it/s]
Batches:  87%|████████▋ | 2212/2531 [1:01:22<02:17,  2.32it/s]
Batches:  82%|████████▏ | 2087/2531 [1:00:17<03:45,  1.97it/s]
Batches:  82%|████████▏ | 2083/2531 [1:00:51<03:44,  2.00it/s]
Batches:  41%|████      | 1027/2531 [59:42<44:09,  1.76s/it]
Batches:  87%|████████▋ | 2213/2531 [1:01:23<02:20,  2.27it/s]
Batches:  82%|████████▏ | 2088/2531 [1:00:18<03:43,  1.98it/s]
Batches:  82%|████████▏ | 2084/2531 [1:00:51<03:39,  2.03it/s]
Batches:  87%|████████▋ | 2214/2531 [1:01:23<02:22,  2.23it/s]
Batches:  83%|████████▎ | 2089/2531 [1:00:18<03:48,  1.94it/s]
Batches:  82%|████████▏ | 2085/2531 [1:00:52<03:39,  2.03it/s]
Batches:  88%|████████▊ | 2215/2531 [1:01:24<02:20,  2.24it/s]
Batches:  83%|████████▎ | 2090/2531 [1:00:19<03:39,  2.01it/s]
Batches:  88%|████████▊ | 2216/2531 [1:01:24<02:19,  2.25it/s]
Batches:  82%|████████▏ | 2086/2531 [1:00:52<03:46,  1.96it/s]
Batches:  83%|████████▎ | 2091/2531 [1:00:19<03:33,  2.06it/s]
Batches:  41%|████      | 1028/2531 [59:44<44:18,  1.77s/it]
Batches:  88%|████████▊ | 2217/2531 [1:01:25<02:21,  2.22it/s]
Batches:  82%|████████▏ | 2087/2531 [1:00:53<03:51,  1.92it/s]
Batches:  83%|████████▎ | 2092/2531 [1:00:20<03:29,  2.10it/s]
Batches:  88%|████████▊ | 2218/2531 [1:01:25<02:22,  2.19it/s]
Batches:  82%|████████▏ | 2088/2531 [1:00:53<03:44,  1.97it/s]
Batches:  83%|████████▎ | 2093/2531 [1:00:20<03:27,  2.11it/s]
Batches:  88%|████████▊ | 2219/2531 [1:01:26<02:20,  2.22it/s]
Batches:  83%|████████▎ | 2089/2531 [1:00:54<03:36,  2.05it/s]
Batches:  83%|████████▎ | 2094/2531 [1:00:21<03:25,  2.13it/s]
Batches:  88%|████████▊ | 2220/2531 [1:01:26<02:15,  2.30it/s]
Batches:  83%|████████▎ | 2090/2531 [1:00:54<03:33,  2.07it/s]
Batches:  41%|████      | 1029/2531 [59:45<43:55,  1.75s/it]
Batches:  83%|████████▎ | 2095/2531 [1:00:21<03:20,  2.17it/s]
Batches:  88%|████████▊ | 2221/2531 [1:01:26<02:12,  2.35it/s]
Batches:  83%|████████▎ | 2091/2531 [1:00:55<03:31,  2.08it/s]
Batches:  83%|████████▎ | 2096/2531 [1:00:22<03:24,  2.13it/s]
Batches:  88%|████████▊ | 2222/2531 [1:01:27<02:14,  2.30it/s]
Batches:  83%|████████▎ | 2092/2531 [1:00:55<03:28,  2.11it/s]
Batches:  83%|████████▎ | 2097/2531 [1:00:22<03:19,  2.17it/s]
Batches:  88%|████████▊ | 2223/2531 [1:01:27<02:14,  2.29it/s]
Batches:  83%|████████▎ | 2093/2531 [1:00:56<03:37,  2.02it/s]
Batches:  88%|████████▊ | 2224/2531 [1:01:28<02:10,  2.35it/s]
Batches:  83%|████████▎ | 2098/2531 [1:00:23<03:19,  2.17it/s]
Batches:  41%|████      | 1030/2531 [59:47<43:23,  1.73s/it]
Batches:  88%|████████▊ | 2225/2531 [1:01:28<02:08,  2.38it/s]
Batches:  83%|████████▎ | 2094/2531 [1:00:56<03:32,  2.05it/s]
Batches:  83%|████████▎ | 2099/2531 [1:00:23<03:16,  2.20it/s]
Batches:  88%|████████▊ | 2226/2531 [1:01:29<02:09,  2.35it/s]
Batches:  83%|████████▎ | 2095/2531 [1:00:57<03:20,  2.17it/s]
Batches:  83%|████████▎ | 2100/2531 [1:00:23<03:13,  2.22it/s]
Batches:  88%|████████▊ | 2227/2531 [1:01:29<02:13,  2.29it/s]
Batches:  83%|████████▎ | 2096/2531 [1:00:57<03:25,  2.12it/s]
Batches:  83%|████████▎ | 2101/2531 [1:00:24<03:18,  2.16it/s]
Batches:  88%|████████▊ | 2228/2531 [1:01:29<02:08,  2.35it/s]
Batches:  83%|████████▎ | 2097/2531 [1:00:58<03:24,  2.12it/s]
Batches:  83%|████████▎ | 2102/2531 [1:00:24<03:22,  2.12it/s]
Batches:  41%|████      | 1031/2531 [59:49<43:43,  1.75s/it]
Batches:  88%|████████▊ | 2229/2531 [1:01:30<02:05,  2.40it/s]
Batches:  83%|████████▎ | 2098/2531 [1:00:58<03:22,  2.14it/s]
Batches:  83%|████████▎ | 2103/2531 [1:00:25<03:17,  2.16it/s]
Batches:  88%|████████▊ | 2230/2531 [1:01:30<02:07,  2.36it/s]
Batches:  83%|████████▎ | 2099/2531 [1:00:59<03:18,  2.17it/s]
Batches:  83%|████████▎ | 2104/2531 [1:00:25<03:17,  2.16it/s]
Batches:  88%|████████▊ | 2231/2531 [1:01:31<02:04,  2.40it/s]
Batches:  83%|████████▎ | 2100/2531 [1:00:59<03:19,  2.16it/s]
Batches:  83%|████████▎ | 2105/2531 [1:00:26<03:21,  2.12it/s]
Batches:  88%|████████▊ | 2232/2531 [1:01:31<02:03,  2.42it/s]
Batches:  83%|████████▎ | 2101/2531 [1:01:00<03:16,  2.18it/s]
Batches:  41%|████      | 1032/2531 [59:50<43:14,  1.73s/it]
Batches:  83%|████████▎ | 2106/2531 [1:00:26<03:23,  2.09it/s]
Batches:  88%|████████▊ | 2233/2531 [1:01:32<02:05,  2.37it/s]
Batches:  83%|████████▎ | 2102/2531 [1:01:00<03:16,  2.18it/s]
Batches:  83%|████████▎ | 2107/2531 [1:00:27<03:21,  2.11it/s]
Batches:  88%|████████▊ | 2234/2531 [1:01:32<02:09,  2.30it/s]
Batches:  83%|████████▎ | 2103/2531 [1:01:00<03:14,  2.20it/s]
Batches:  83%|████████▎ | 2108/2531 [1:00:27<03:17,  2.15it/s]
Batches:  88%|████████▊ | 2235/2531 [1:01:32<02:11,  2.25it/s]
Batches:  83%|████████▎ | 2104/2531 [1:01:01<03:12,  2.22it/s]
Batches:  88%|████████▊ | 2236/2531 [1:01:33<02:07,  2.31it/s]
Batches:  83%|████████▎ | 2109/2531 [1:00:28<03:26,  2.05it/s]
Batches:  83%|████████▎ | 2105/2531 [1:01:01<03:14,  2.18it/s]
Batches:  41%|████      | 1033/2531 [59:52<43:11,  1.73s/it]
Batches:  88%|████████▊ | 2237/2531 [1:01:33<02:04,  2.37it/s]
Batches:  83%|████████▎ | 2110/2531 [1:00:28<03:23,  2.07it/s]
Batches:  83%|████████▎ | 2106/2531 [1:01:02<03:12,  2.20it/s]
Batches:  88%|████████▊ | 2238/2531 [1:01:34<02:06,  2.31it/s]
Batches:  83%|████████▎ | 2111/2531 [1:00:29<03:17,  2.13it/s]
Batches:  83%|████████▎ | 2107/2531 [1:01:02<03:11,  2.22it/s]
Batches:  88%|████████▊ | 2239/2531 [1:01:34<02:03,  2.36it/s]
Batches:  83%|████████▎ | 2112/2531 [1:00:29<03:19,  2.10it/s]
Batches:  89%|████████▊ | 2240/2531 [1:01:35<02:01,  2.39it/s]
Batches:  83%|████████▎ | 2108/2531 [1:01:03<03:11,  2.21it/s]
Batches:  83%|████████▎ | 2113/2531 [1:00:30<03:17,  2.11it/s]
Batches:  89%|████████▊ | 2241/2531 [1:01:35<01:59,  2.43it/s]
Batches:  83%|████████▎ | 2109/2531 [1:01:03<03:04,  2.29it/s]
Batches:  41%|████      | 1034/2531 [59:54<43:28,  1.74s/it]
Batches:  84%|████████▎ | 2114/2531 [1:00:30<03:16,  2.12it/s]
Batches:  83%|████████▎ | 2110/2531 [1:01:04<03:06,  2.25it/s]
Batches:  89%|████████▊ | 2242/2531 [1:01:35<02:05,  2.29it/s]
Batches:  89%|████████▊ | 2243/2531 [1:01:36<02:02,  2.36it/s]
Batches:  84%|████████▎ | 2115/2531 [1:00:31<03:23,  2.05it/s]
Batches:  83%|████████▎ | 2111/2531 [1:01:04<03:08,  2.23it/s]
Batches:  89%|████████▊ | 2244/2531 [1:01:36<02:03,  2.33it/s]
Batches:  83%|████████▎ | 2112/2531 [1:01:04<03:02,  2.29it/s]
Batches:  84%|████████▎ | 2116/2531 [1:00:31<03:18,  2.09it/s]
Batches:  89%|████████▊ | 2245/2531 [1:01:37<02:06,  2.27it/s]
Batches:  83%|████████▎ | 2113/2531 [1:01:05<03:05,  2.25it/s]
Batches:  41%|████      | 1035/2531 [59:56<43:17,  1.74s/it]
Batches:  84%|████████▎ | 2117/2531 [1:00:32<03:19,  2.07it/s]
Batches:  89%|████████▊ | 2246/2531 [1:01:37<02:01,  2.34it/s]
Batches:  84%|████████▎ | 2114/2531 [1:01:05<03:00,  2.31it/s]
Batches:  84%|████████▎ | 2118/2531 [1:00:32<03:13,  2.13it/s]
Batches:  89%|████████▉ | 2247/2531 [1:01:38<01:59,  2.38it/s]
Batches:  84%|████████▎ | 2115/2531 [1:01:06<03:01,  2.29it/s]
Batches:  84%|████████▎ | 2119/2531 [1:00:33<03:16,  2.10it/s]
Batches:  89%|████████▉ | 2248/2531 [1:01:38<02:00,  2.35it/s]
Batches:  84%|████████▎ | 2116/2531 [1:01:06<03:02,  2.27it/s]
Batches:  84%|████████▍ | 2120/2531 [1:00:33<03:17,  2.08it/s]
Batches:  89%|████████▉ | 2249/2531 [1:01:38<02:01,  2.32it/s]
Batches:  41%|████      | 1036/2531 [59:57<42:55,  1.72s/it]
Batches:  84%|████████▎ | 2117/2531 [1:01:07<03:15,  2.12it/s]
Batches:  84%|████████▍ | 2121/2531 [1:00:34<03:18,  2.06it/s]
Batches:  89%|████████▉ | 2250/2531 [1:01:39<01:58,  2.36it/s]
Batches:  84%|████████▎ | 2118/2531 [1:01:07<03:13,  2.13it/s]
Batches:  84%|████████▍ | 2122/2531 [1:00:34<03:15,  2.09it/s]
Batches:  89%|████████▉ | 2251/2531 [1:01:39<01:53,  2.47it/s]
Batches:  84%|████████▎ | 2119/2531 [1:01:08<03:11,  2.15it/s]
Batches:  89%|████████▉ | 2252/2531 [1:01:40<01:56,  2.40it/s]
Batches:  84%|████████▍ | 2123/2531 [1:00:35<03:17,  2.07it/s]
Batches:  84%|████████▍ | 2120/2531 [1:01:08<03:12,  2.14it/s]
Batches:  89%|████████▉ | 2253/2531 [1:01:40<01:57,  2.36it/s]
Batches:  41%|████      | 1037/2531 [59:59<42:49,  1.72s/it]
Batches:  84%|████████▍ | 2124/2531 [1:00:35<03:22,  2.01it/s]
Batches:  84%|████████▍ | 2121/2531 [1:01:09<03:10,  2.15it/s]
Batches:  89%|████████▉ | 2254/2531 [1:01:41<02:00,  2.29it/s]
Batches:  84%|████████▍ | 2125/2531 [1:00:36<03:25,  1.98it/s]
Batches:  84%|████████▍ | 2122/2531 [1:01:09<03:02,  2.24it/s]
Batches:  89%|████████▉ | 2255/2531 [1:01:41<02:00,  2.29it/s]
Batches:  84%|████████▍ | 2126/2531 [1:00:36<03:11,  2.12it/s]
Batches:  84%|████████▍ | 2123/2531 [1:01:09<03:04,  2.21it/s]
Batches:  89%|████████▉ | 2256/2531 [1:01:41<02:00,  2.29it/s]
Batches:  84%|████████▍ | 2127/2531 [1:00:36<03:09,  2.14it/s]
Batches:  84%|████████▍ | 2124/2531 [1:01:10<03:03,  2.22it/s]
Batches:  89%|████████▉ | 2257/2531 [1:01:42<01:56,  2.35it/s]
Batches:  41%|████      | 1038/2531 [1:00:01<43:28,  1.75s/it]
Batches:  84%|████████▍ | 2128/2531 [1:00:37<03:07,  2.15it/s]
Batches:  89%|████████▉ | 2258/2531 [1:01:42<01:54,  2.39it/s]
Batches:  84%|████████▍ | 2125/2531 [1:01:10<03:04,  2.21it/s]
Batches:  84%|████████▍ | 2129/2531 [1:00:37<03:10,  2.11it/s]
Batches:  89%|████████▉ | 2259/2531 [1:01:43<01:52,  2.42it/s]
Batches:  84%|████████▍ | 2126/2531 [1:01:11<03:04,  2.20it/s]
Batches:  84%|████████▍ | 2130/2531 [1:00:38<03:05,  2.16it/s]
Batches:  89%|████████▉ | 2260/2531 [1:01:43<01:50,  2.45it/s]
Batches:  84%|████████▍ | 2127/2531 [1:01:11<03:04,  2.19it/s]
Batches:  89%|████████▉ | 2261/2531 [1:01:43<01:49,  2.47it/s]
Batches:  84%|████████▍ | 2131/2531 [1:00:38<03:02,  2.19it/s]
Batches:  84%|████████▍ | 2128/2531 [1:01:12<03:04,  2.19it/s]
Batches:  89%|████████▉ | 2262/2531 [1:01:44<01:51,  2.41it/s]
Batches:  41%|████      | 1039/2531 [1:00:03<44:27,  1.79s/it]
Batches:  84%|████████▍ | 2132/2531 [1:00:39<03:03,  2.18it/s]
Batches:  84%|████████▍ | 2129/2531 [1:01:12<03:05,  2.17it/s]
Batches:  89%|████████▉ | 2263/2531 [1:01:44<01:54,  2.34it/s]
Batches:  84%|████████▍ | 2133/2531 [1:00:39<03:06,  2.13it/s]
Batches:  84%|████████▍ | 2130/2531 [1:01:13<02:57,  2.26it/s]
Batches:  89%|████████▉ | 2264/2531 [1:01:45<01:55,  2.32it/s]
Batches:  84%|████████▍ | 2134/2531 [1:00:40<03:08,  2.10it/s]
Batches:  84%|████████▍ | 2131/2531 [1:01:13<02:59,  2.23it/s]
Batches:  89%|████████▉ | 2265/2531 [1:01:45<01:51,  2.38it/s]
Batches:  84%|████████▍ | 2132/2531 [1:01:14<03:00,  2.21it/s]
Batches:  84%|████████▍ | 2135/2531 [1:00:40<03:17,  2.01it/s]
Batches:  90%|████████▉ | 2266/2531 [1:01:46<01:49,  2.41it/s]
Batches:  41%|████      | 1040/2531 [1:00:04<43:56,  1.77s/it]
Batches:  84%|████████▍ | 2133/2531 [1:01:14<02:58,  2.23it/s]
Batches:  84%|████████▍ | 2136/2531 [1:00:41<03:16,  2.01it/s]
Batches:  90%|████████▉ | 2267/2531 [1:01:46<01:51,  2.37it/s]
Batches:  84%|████████▍ | 2134/2531 [1:01:14<03:03,  2.16it/s]
Batches:  90%|████████▉ | 2268/2531 [1:01:46<01:46,  2.47it/s]
Batches:  84%|████████▍ | 2137/2531 [1:00:41<03:11,  2.06it/s]
Batches:  90%|████████▉ | 2269/2531 [1:01:47<01:43,  2.54it/s]
Batches:  84%|████████▍ | 2138/2531 [1:00:42<03:08,  2.09it/s]
Batches:  84%|████████▍ | 2135/2531 [1:01:15<03:08,  2.11it/s]
Batches:  90%|████████▉ | 2270/2531 [1:01:47<01:42,  2.53it/s]
Batches:  41%|████      | 1041/2531 [1:00:06<43:28,  1.75s/it]
Batches:  84%|████████▍ | 2136/2531 [1:01:15<03:06,  2.12it/s]
Batches:  85%|████████▍ | 2139/2531 [1:00:42<03:09,  2.07it/s]
Batches:  90%|████████▉ | 2271/2531 [1:01:48<01:43,  2.52it/s]
Batches:  84%|████████▍ | 2137/2531 [1:01:16<03:08,  2.09it/s]
Batches:  85%|████████▍ | 2140/2531 [1:00:43<03:09,  2.06it/s]
Batches:  90%|████████▉ | 2272/2531 [1:01:48<01:43,  2.50it/s]
Batches:  84%|████████▍ | 2138/2531 [1:01:16<02:59,  2.20it/s]
Batches:  85%|████████▍ | 2141/2531 [1:00:43<03:06,  2.09it/s]
Batches:  90%|████████▉ | 2273/2531 [1:01:48<01:42,  2.51it/s]
Batches:  85%|████████▍ | 2139/2531 [1:01:17<03:03,  2.14it/s]
Batches:  90%|████████▉ | 2274/2531 [1:01:49<01:41,  2.52it/s]
Batches:  85%|████████▍ | 2142/2531 [1:00:44<03:05,  2.10it/s]
Batches:  41%|████      | 1042/2531 [1:00:08<43:09,  1.74s/it]
Batches:  90%|████████▉ | 2275/2531 [1:01:49<01:45,  2.44it/s]
Batches:  85%|████████▍ | 2140/2531 [1:01:17<03:07,  2.09it/s]
Batches:  85%|████████▍ | 2143/2531 [1:00:44<03:06,  2.08it/s]
Batches:  90%|████████▉ | 2276/2531 [1:01:50<01:44,  2.45it/s]
Batches:  85%|████████▍ | 2141/2531 [1:01:18<03:02,  2.13it/s]
Batches:  85%|████████▍ | 2144/2531 [1:00:45<03:07,  2.07it/s]
Batches:  90%|████████▉ | 2277/2531 [1:01:50<01:40,  2.53it/s]
Batches:  85%|████████▍ | 2142/2531 [1:01:18<02:59,  2.16it/s]
Batches:  85%|████████▍ | 2145/2531 [1:00:45<03:01,  2.12it/s]
Batches:  90%|█████████ | 2278/2531 [1:01:50<01:40,  2.53it/s]
Batches:  85%|████████▍ | 2143/2531 [1:01:19<02:57,  2.19it/s]
Batches:  85%|████████▍ | 2146/2531 [1:00:45<02:59,  2.14it/s]
Batches:  90%|█████████ | 2279/2531 [1:01:51<01:37,  2.60it/s]
Batches:  41%|████      | 1043/2531 [1:00:10<42:59,  1.73s/it]
Batches:  85%|████████▍ | 2144/2531 [1:01:19<02:58,  2.17it/s]
Batches:  85%|████████▍ | 2147/2531 [1:00:46<02:51,  2.24it/s]
Batches:  90%|█████████ | 2280/2531 [1:01:51<01:37,  2.57it/s]
Batches:  85%|████████▍ | 2148/2531 [1:00:46<02:50,  2.25it/s]
Batches:  90%|█████████ | 2281/2531 [1:01:51<01:38,  2.54it/s]
Batches:  85%|████████▍ | 2145/2531 [1:01:20<03:01,  2.12it/s]
Batches:  85%|████████▍ | 2149/2531 [1:00:47<02:52,  2.22it/s]
Batches:  85%|████████▍ | 2146/2531 [1:01:20<02:59,  2.14it/s]
Batches:  90%|█████████ | 2282/2531 [1:01:52<01:45,  2.36it/s]
Batches:  90%|█████████ | 2283/2531 [1:01:52<01:43,  2.40it/s]
Batches:  85%|████████▍ | 2150/2531 [1:00:47<02:52,  2.21it/s]
Batches:  85%|████████▍ | 2147/2531 [1:01:21<03:00,  2.13it/s]
Batches:  41%|████      | 1044/2531 [1:00:12<44:15,  1.79s/it]
Batches:  90%|█████████ | 2284/2531 [1:01:53<01:41,  2.44it/s]
Batches:  85%|████████▍ | 2151/2531 [1:00:48<02:53,  2.19it/s]
Batches:  85%|████████▍ | 2148/2531 [1:01:21<03:00,  2.13it/s]
Batches:  90%|█████████ | 2285/2531 [1:01:53<01:40,  2.45it/s]
Batches:  85%|████████▍ | 2149/2531 [1:01:21<02:51,  2.23it/s]
Batches:  85%|████████▌ | 2152/2531 [1:00:48<02:57,  2.13it/s]
Batches:  90%|█████████ | 2286/2531 [1:01:54<01:36,  2.53it/s]
Batches:  85%|████████▍ | 2150/2531 [1:01:22<02:45,  2.30it/s]
Batches:  85%|████████▌ | 2153/2531 [1:00:49<02:48,  2.24it/s]
Batches:  90%|█████████ | 2287/2531 [1:01:54<01:36,  2.52it/s]
Batches:  85%|████████▍ | 2151/2531 [1:01:22<02:46,  2.29it/s]
Batches:  85%|████████▌ | 2154/2531 [1:00:49<02:50,  2.21it/s]
Batches:  41%|████▏     | 1045/2531 [1:00:13<43:55,  1.77s/it]
Batches:  90%|█████████ | 2288/2531 [1:01:54<01:39,  2.44it/s]
Batches:  85%|████████▌ | 2152/2531 [1:01:23<02:46,  2.27it/s]
Batches:  85%|████████▌ | 2155/2531 [1:00:50<02:50,  2.20it/s]
Batches:  90%|█████████ | 2289/2531 [1:01:55<01:39,  2.44it/s]
Batches:  85%|████████▌ | 2153/2531 [1:01:23<02:48,  2.24it/s]
Batches:  85%|████████▌ | 2156/2531 [1:00:50<02:50,  2.20it/s]
Batches:  90%|█████████ | 2290/2531 [1:01:55<01:40,  2.39it/s]
Batches:  85%|████████▌ | 2154/2531 [1:01:24<02:53,  2.17it/s]
Batches:  85%|████████▌ | 2157/2531 [1:00:50<02:48,  2.22it/s]
Batches:  91%|█████████ | 2291/2531 [1:01:56<01:38,  2.42it/s]
Batches:  85%|████████▌ | 2155/2531 [1:01:24<02:51,  2.19it/s]
Batches:  91%|█████████ | 2292/2531 [1:01:56<01:38,  2.44it/s]
Batches:  41%|████▏     | 1046/2531 [1:00:15<43:43,  1.77s/it]
Batches:  85%|████████▌ | 2158/2531 [1:00:51<02:59,  2.08it/s]
Batches:  85%|████████▌ | 2156/2531 [1:01:25<02:52,  2.17it/s]
Batches:  91%|█████████ | 2293/2531 [1:01:56<01:41,  2.34it/s]
Batches:  85%|████████▌ | 2159/2531 [1:00:51<02:50,  2.18it/s]
Batches:  85%|████████▌ | 2157/2531 [1:01:25<02:45,  2.26it/s]
Batches:  91%|█████████ | 2294/2531 [1:01:57<01:39,  2.39it/s]
Batches:  85%|████████▌ | 2160/2531 [1:00:52<02:43,  2.27it/s]
Batches:  91%|█████████ | 2295/2531 [1:01:57<01:37,  2.43it/s]
Batches:  85%|████████▌ | 2161/2531 [1:00:52<02:38,  2.34it/s]
Batches:  85%|████████▌ | 2158/2531 [1:01:25<02:48,  2.22it/s]
Batches:  91%|█████████ | 2296/2531 [1:01:58<01:35,  2.46it/s]
Batches:  85%|████████▌ | 2162/2531 [1:00:53<02:40,  2.29it/s]
Batches:  85%|████████▌ | 2159/2531 [1:01:26<02:52,  2.15it/s]
Batches:  41%|████▏     | 1047/2531 [1:00:17<43:50,  1.77s/it]
Batches:  91%|█████████ | 2297/2531 [1:01:58<01:35,  2.46it/s]
Batches:  85%|████████▌ | 2163/2531 [1:00:53<02:40,  2.29it/s]
Batches:  85%|████████▌ | 2160/2531 [1:01:26<02:50,  2.18it/s]
Batches:  91%|█████████ | 2298/2531 [1:01:58<01:34,  2.46it/s]
Batches:  85%|████████▌ | 2164/2531 [1:00:53<02:41,  2.28it/s]
Batches:  85%|████████▌ | 2161/2531 [1:01:27<02:48,  2.20it/s]
Batches:  91%|█████████ | 2299/2531 [1:01:59<01:33,  2.48it/s]
Batches:  86%|████████▌ | 2165/2531 [1:00:54<02:36,  2.34it/s]
Batches:  85%|████████▌ | 2162/2531 [1:01:27<02:41,  2.29it/s]
Batches:  91%|█████████ | 2300/2531 [1:01:59<01:30,  2.56it/s]
Batches:  86%|████████▌ | 2166/2531 [1:00:54<02:37,  2.32it/s]
Batches:  85%|████████▌ | 2163/2531 [1:01:28<02:37,  2.33it/s]
Batches:  91%|█████████ | 2301/2531 [1:02:00<01:30,  2.55it/s]
Batches:  41%|████▏     | 1048/2531 [1:00:19<43:37,  1.76s/it]
Batches:  86%|████████▌ | 2167/2531 [1:00:55<02:37,  2.31it/s]
Batches:  85%|████████▌ | 2164/2531 [1:01:28<02:40,  2.29it/s]
Batches:  91%|█████████ | 2302/2531 [1:02:00<01:30,  2.54it/s]
Batches:  86%|████████▌ | 2168/2531 [1:00:55<02:33,  2.37it/s]
Batches:  91%|█████████ | 2303/2531 [1:02:00<01:27,  2.59it/s]
Batches:  86%|████████▌ | 2165/2531 [1:01:29<02:46,  2.20it/s]
Batches:  86%|████████▌ | 2169/2531 [1:00:56<02:35,  2.33it/s]
Batches:  91%|█████████ | 2304/2531 [1:02:01<01:28,  2.56it/s]
Batches:  86%|████████▌ | 2166/2531 [1:01:29<02:46,  2.19it/s]
Batches:  86%|████████▌ | 2170/2531 [1:00:56<02:31,  2.39it/s]
Batches:  91%|█████████ | 2305/2531 [1:02:01<01:28,  2.55it/s]
Batches:  41%|████▏     | 1049/2531 [1:00:20<42:59,  1.74s/it]
Batches:  86%|████████▌ | 2167/2531 [1:01:30<02:44,  2.21it/s]
Batches:  91%|█████████ | 2306/2531 [1:02:02<01:28,  2.54it/s]
Batches:  86%|████████▌ | 2171/2531 [1:00:56<02:32,  2.35it/s]
Batches:  86%|████████▌ | 2168/2531 [1:01:30<02:39,  2.28it/s]
Batches:  91%|█████████ | 2307/2531 [1:02:02<01:28,  2.52it/s]
Batches:  86%|████████▌ | 2172/2531 [1:00:57<02:37,  2.29it/s]
Batches:  86%|████████▌ | 2169/2531 [1:01:30<02:41,  2.25it/s]
Batches:  91%|█████████ | 2308/2531 [1:02:02<01:28,  2.51it/s]
Batches:  86%|████████▌ | 2173/2531 [1:00:57<02:38,  2.26it/s]
Batches:  86%|████████▌ | 2170/2531 [1:01:31<02:36,  2.30it/s]
Batches:  91%|█████████ | 2309/2531 [1:02:03<01:28,  2.51it/s]
Batches:  86%|████████▌ | 2174/2531 [1:00:58<02:43,  2.19it/s]
Batches:  41%|████▏     | 1050/2531 [1:00:22<43:01,  1.74s/it]
Batches:  86%|████████▌ | 2171/2531 [1:01:31<02:37,  2.28it/s]
Batches:  91%|█████████▏| 2310/2531 [1:02:03<01:28,  2.50it/s]
Batches:  86%|████████▌ | 2175/2531 [1:00:58<02:43,  2.17it/s]
Batches:  86%|████████▌ | 2172/2531 [1:01:32<02:33,  2.33it/s]
Batches:  91%|█████████▏| 2311/2531 [1:02:04<01:27,  2.51it/s]
Batches:  86%|████████▌ | 2173/2531 [1:01:32<02:31,  2.36it/s]
Batches:  86%|████████▌ | 2176/2531 [1:00:59<02:44,  2.16it/s]
Batches:  91%|█████████▏| 2312/2531 [1:02:04<01:24,  2.58it/s]
Batches:  86%|████████▌ | 2177/2531 [1:00:59<02:37,  2.24it/s]
Batches:  86%|████████▌ | 2174/2531 [1:01:32<02:33,  2.33it/s]
Batches:  91%|█████████▏| 2313/2531 [1:02:04<01:25,  2.54it/s]
Batches:  42%|████▏     | 1051/2531 [1:00:24<42:33,  1.73s/it]
Batches:  86%|████████▌ | 2175/2531 [1:01:33<02:31,  2.35it/s]
Batches:  91%|█████████▏| 2314/2531 [1:02:05<01:28,  2.45it/s]
Batches:  86%|████████▌ | 2178/2531 [1:01:00<02:42,  2.17it/s]
Batches:  91%|█████████▏| 2315/2531 [1:02:05<01:28,  2.45it/s]
Batches:  86%|████████▌ | 2176/2531 [1:01:33<02:35,  2.28it/s]
Batches:  86%|████████▌ | 2179/2531 [1:01:00<02:40,  2.20it/s]
Batches:  92%|█████████▏| 2316/2531 [1:02:06<01:24,  2.53it/s]
Batches:  86%|████████▌ | 2177/2531 [1:01:34<02:39,  2.23it/s]
Batches:  86%|████████▌ | 2180/2531 [1:01:01<02:39,  2.19it/s]
Batches:  92%|█████████▏| 2317/2531 [1:02:06<01:22,  2.60it/s]
Batches:  86%|████████▌ | 2178/2531 [1:01:34<02:38,  2.23it/s]
Batches:  86%|████████▌ | 2181/2531 [1:01:01<02:37,  2.22it/s]
Batches:  92%|█████████▏| 2318/2531 [1:02:06<01:23,  2.57it/s]
Batches:  42%|████▏     | 1052/2531 [1:00:25<42:07,  1.71s/it]
Batches:  86%|████████▌ | 2182/2531 [1:01:01<02:32,  2.29it/s]
Batches:  86%|████████▌ | 2179/2531 [1:01:35<02:37,  2.23it/s]
Batches:  92%|█████████▏| 2319/2531 [1:02:07<01:21,  2.62it/s]
Batches:  86%|████████▋ | 2183/2531 [1:01:02<02:27,  2.36it/s]
Batches:  86%|████████▌ | 2180/2531 [1:01:35<02:36,  2.24it/s]
Batches:  92%|█████████▏| 2320/2531 [1:02:07<01:19,  2.66it/s]
Batches:  86%|████████▋ | 2184/2531 [1:01:02<02:24,  2.40it/s]
Batches:  92%|█████████▏| 2321/2531 [1:02:07<01:17,  2.69it/s]
Batches:  86%|████████▌ | 2181/2531 [1:01:36<02:36,  2.24it/s]
Batches:  86%|████████▋ | 2185/2531 [1:01:03<02:21,  2.44it/s]
Batches:  92%|█████████▏| 2322/2531 [1:02:08<01:16,  2.72it/s]
Batches:  86%|████████▌ | 2182/2531 [1:01:36<02:30,  2.32it/s]
Batches:  42%|████▏     | 1053/2531 [1:00:27<42:23,  1.72s/it]
Batches:  86%|████████▋ | 2186/2531 [1:01:03<02:20,  2.46it/s]
Batches:  92%|█████████▏| 2323/2531 [1:02:08<01:19,  2.63it/s]
Batches:  86%|████████▋ | 2183/2531 [1:01:36<02:34,  2.25it/s]
Batches:  92%|█████████▏| 2324/2531 [1:02:09<01:17,  2.66it/s]
Batches:  86%|████████▋ | 2187/2531 [1:01:03<02:19,  2.47it/s]
Batches:  86%|████████▋ | 2184/2531 [1:01:37<02:36,  2.21it/s]
Batches:  92%|█████████▏| 2325/2531 [1:02:09<01:19,  2.60it/s]
Batches:  86%|████████▋ | 2188/2531 [1:01:04<02:17,  2.49it/s]
Batches:  86%|████████▋ | 2185/2531 [1:01:37<02:31,  2.28it/s]
Batches:  92%|█████████▏| 2326/2531 [1:02:09<01:17,  2.65it/s]
Batches:  86%|████████▋ | 2189/2531 [1:01:04<02:30,  2.28it/s]
Batches:  86%|████████▋ | 2186/2531 [1:01:38<02:31,  2.27it/s]
Batches:  92%|█████████▏| 2327/2531 [1:02:10<01:18,  2.59it/s]
Batches:  87%|████████▋ | 2190/2531 [1:01:05<02:30,  2.27it/s]
Batches:  42%|████▏     | 1054/2531 [1:00:29<43:33,  1.77s/it]
Batches:  86%|████████▋ | 2187/2531 [1:01:38<02:27,  2.34it/s]
Batches:  92%|█████████▏| 2328/2531 [1:02:10<01:19,  2.56it/s]
Batches:  87%|████████▋ | 2191/2531 [1:01:05<02:26,  2.32it/s]
Batches:  86%|████████▋ | 2188/2531 [1:01:39<02:31,  2.27it/s]
Batches:  92%|█████████▏| 2329/2531 [1:02:11<01:24,  2.38it/s]
Batches:  87%|████████▋ | 2192/2531 [1:01:06<02:29,  2.27it/s]
Batches:  92%|█████████▏| 2330/2531 [1:02:11<01:23,  2.41it/s]
Batches:  86%|████████▋ | 2189/2531 [1:01:39<02:33,  2.22it/s]
Batches:  87%|████████▋ | 2193/2531 [1:01:06<02:24,  2.33it/s]
Batches:  92%|█████████▏| 2331/2531 [1:02:11<01:20,  2.49it/s]
Batches:  87%|████████▋ | 2190/2531 [1:01:40<02:36,  2.19it/s]
Batches:  87%|████████▋ | 2194/2531 [1:01:06<02:21,  2.39it/s]
Batches:  42%|████▏     | 1055/2531 [1:00:31<42:54,  1.74s/it]
Batches:  92%|█████████▏| 2332/2531 [1:02:12<01:20,  2.48it/s]
Batches:  87%|████████▋ | 2191/2531 [1:01:40<02:34,  2.20it/s]
Batches:  87%|████████▋ | 2195/2531 [1:01:07<02:25,  2.30it/s]
Batches:  92%|█████████▏| 2333/2531 [1:02:12<01:17,  2.56it/s]
Batches:  87%|████████▋ | 2192/2531 [1:01:40<02:28,  2.28it/s]
Batches:  87%|████████▋ | 2196/2531 [1:01:07<02:26,  2.29it/s]
Batches:  92%|█████████▏| 2334/2531 [1:02:13<01:17,  2.55it/s]
Batches:  87%|████████▋ | 2193/2531 [1:01:41<02:37,  2.15it/s]
Batches:  92%|█████████▏| 2335/2531 [1:02:13<01:15,  2.61it/s]
Batches:  87%|████████▋ | 2197/2531 [1:01:08<02:26,  2.28it/s]
Batches:  92%|█████████▏| 2336/2531 [1:02:13<01:13,  2.66it/s]
Batches:  87%|████████▋ | 2194/2531 [1:01:41<02:31,  2.23it/s]
Batches:  87%|████████▋ | 2198/2531 [1:01:08<02:28,  2.24it/s]
Batches:  42%|████▏     | 1056/2531 [1:00:32<42:53,  1.74s/it]
Batches:  92%|█████████▏| 2337/2531 [1:02:14<01:14,  2.60it/s]
Batches:  87%|████████▋ | 2195/2531 [1:01:42<02:30,  2.24it/s]
Batches:  87%|████████▋ | 2199/2531 [1:01:09<02:27,  2.25it/s]
Batches:  92%|█████████▏| 2338/2531 [1:02:14<01:15,  2.56it/s]
Batches:  87%|████████▋ | 2196/2531 [1:01:42<02:29,  2.24it/s]
Batches:  87%|████████▋ | 2200/2531 [1:01:09<02:27,  2.25it/s]
Batches:  92%|█████████▏| 2339/2531 [1:02:14<01:15,  2.55it/s]
Batches:  87%|████████▋ | 2197/2531 [1:01:43<02:31,  2.20it/s]
Batches:  87%|████████▋ | 2201/2531 [1:01:10<02:27,  2.23it/s]
Batches:  92%|█████████▏| 2340/2531 [1:02:15<01:13,  2.61it/s]
Batches:  87%|████████▋ | 2198/2531 [1:01:43<02:25,  2.28it/s]
Batches:  87%|████████▋ | 2202/2531 [1:01:10<02:26,  2.24it/s]
Batches:  42%|████▏     | 1057/2531 [1:00:34<42:52,  1.75s/it]
Batches:  92%|█████████▏| 2341/2531 [1:02:15<01:13,  2.57it/s]
Batches:  87%|████████▋ | 2199/2531 [1:01:44<02:26,  2.27it/s]
Batches:  87%|████████▋ | 2203/2531 [1:01:10<02:22,  2.31it/s]
Batches:  93%|█████████▎| 2342/2531 [1:02:16<01:14,  2.54it/s]
Batches:  87%|████████▋ | 2200/2531 [1:01:44<02:27,  2.25it/s]
Batches:  93%|█████████▎| 2343/2531 [1:02:16<01:12,  2.60it/s]
Batches:  87%|████████▋ | 2204/2531 [1:01:11<02:25,  2.25it/s]
Batches:  93%|█████████▎| 2344/2531 [1:02:16<01:12,  2.58it/s]
Batches:  87%|████████▋ | 2201/2531 [1:01:45<02:29,  2.21it/s]
Batches:  87%|████████▋ | 2205/2531 [1:01:11<02:24,  2.26it/s]
Batches:  93%|█████████▎| 2345/2531 [1:02:17<01:12,  2.56it/s]
Batches:  87%|████████▋ | 2202/2531 [1:01:45<02:30,  2.18it/s]
Batches:  87%|████████▋ | 2206/2531 [1:01:12<02:23,  2.26it/s]
Batches:  42%|████▏     | 1058/2531 [1:00:36<43:08,  1.76s/it]
Batches:  87%|████████▋ | 2203/2531 [1:01:45<02:25,  2.26it/s]
Batches:  93%|█████████▎| 2346/2531 [1:02:17<01:20,  2.29it/s]
Batches:  87%|████████▋ | 2207/2531 [1:01:12<02:26,  2.22it/s]
Batches:  93%|█████████▎| 2347/2531 [1:02:18<01:16,  2.42it/s]
Batches:  87%|████████▋ | 2204/2531 [1:01:46<02:27,  2.22it/s]
Batches:  87%|████████▋ | 2208/2531 [1:01:13<02:21,  2.29it/s]
Batches:  93%|█████████▎| 2348/2531 [1:02:18<01:12,  2.51it/s]
Batches:  87%|████████▋ | 2205/2531 [1:01:46<02:27,  2.20it/s]
Batches:  87%|████████▋ | 2209/2531 [1:01:13<02:17,  2.34it/s]
Batches:  93%|█████████▎| 2349/2531 [1:02:18<01:12,  2.51it/s]
Batches:  87%|████████▋ | 2210/2531 [1:01:13<02:14,  2.38it/s]
Batches:  87%|████████▋ | 2206/2531 [1:01:47<02:26,  2.22it/s]
Batches:  42%|████▏     | 1059/2531 [1:00:38<43:18,  1.77s/it]
Batches:  93%|█████████▎| 2350/2531 [1:02:19<01:12,  2.50it/s]
Batches:  87%|████████▋ | 2211/2531 [1:01:14<02:18,  2.30it/s]
Batches:  87%|████████▋ | 2207/2531 [1:01:47<02:28,  2.19it/s]
Batches:  93%|█████████▎| 2351/2531 [1:02:19<01:12,  2.50it/s]
Batches:  87%|████████▋ | 2212/2531 [1:01:14<02:14,  2.36it/s]
Batches:  87%|████████▋ | 2208/2531 [1:01:48<02:21,  2.28it/s]
Batches:  93%|█████████▎| 2352/2531 [1:02:20<01:09,  2.56it/s]
Batches:  87%|████████▋ | 2213/2531 [1:01:15<02:16,  2.33it/s]
Batches:  93%|█████████▎| 2353/2531 [1:02:20<01:08,  2.62it/s]
Batches:  87%|████████▋ | 2209/2531 [1:01:48<02:26,  2.19it/s]
Batches:  87%|████████▋ | 2214/2531 [1:01:15<02:12,  2.39it/s]
Batches:  93%|█████████▎| 2354/2531 [1:02:20<01:06,  2.65it/s]
Batches:  87%|████████▋ | 2210/2531 [1:01:49<02:27,  2.17it/s]
Batches:  42%|████▏     | 1060/2531 [1:00:40<44:07,  1.80s/it]
Batches:  93%|█████████▎| 2355/2531 [1:02:21<01:05,  2.68it/s]
Batches:  88%|████████▊ | 2215/2531 [1:01:16<02:10,  2.41it/s]
Batches:  87%|████████▋ | 2211/2531 [1:01:49<02:25,  2.19it/s]
Batches:  93%|█████████▎| 2356/2531 [1:02:21<01:04,  2.71it/s]
Batches:  88%|████████▊ | 2216/2531 [1:01:16<02:09,  2.44it/s]
Batches:  87%|████████▋ | 2212/2531 [1:01:50<02:26,  2.18it/s]
Batches:  93%|█████████▎| 2357/2531 [1:02:21<01:02,  2.77it/s]
Batches:  88%|████████▊ | 2217/2531 [1:01:16<02:13,  2.35it/s]
Batches:  93%|█████████▎| 2358/2531 [1:02:22<01:02,  2.76it/s]
Batches:  87%|████████▋ | 2213/2531 [1:01:50<02:27,  2.16it/s]
Batches:  88%|████████▊ | 2218/2531 [1:01:17<02:16,  2.30it/s]
Batches:  93%|█████████▎| 2359/2531 [1:02:22<01:04,  2.67it/s]
Batches:  87%|████████▋ | 2214/2531 [1:01:50<02:25,  2.18it/s]
Batches:  42%|████▏     | 1061/2531 [1:00:41<43:52,  1.79s/it]
Batches:  88%|████████▊ | 2219/2531 [1:01:17<02:12,  2.36it/s]
Batches:  93%|█████████▎| 2360/2531 [1:02:23<01:03,  2.70it/s]
Batches:  88%|████████▊ | 2215/2531 [1:01:51<02:23,  2.20it/s]
Batches:  88%|████████▊ | 2220/2531 [1:01:18<02:09,  2.40it/s]
Batches:  93%|█████████▎| 2361/2531 [1:02:23<01:04,  2.64it/s]
Batches:  88%|████████▊ | 2216/2531 [1:01:51<02:18,  2.28it/s]
Batches:  88%|████████▊ | 2221/2531 [1:01:18<02:07,  2.44it/s]
Batches:  93%|█████████▎| 2362/2531 [1:02:23<01:03,  2.67it/s]
Batches:  88%|████████▊ | 2217/2531 [1:01:52<02:13,  2.34it/s]
Batches:  88%|████████▊ | 2222/2531 [1:01:19<02:09,  2.38it/s]
Batches:  93%|█████████▎| 2363/2531 [1:02:24<01:04,  2.61it/s]
Batches:  88%|████████▊ | 2218/2531 [1:01:52<02:16,  2.29it/s]
Batches:  88%|████████▊ | 2223/2531 [1:01:19<02:07,  2.41it/s]
Batches:  42%|████▏     | 1062/2531 [1:00:43<43:04,  1.76s/it]
Batches:  93%|█████████▎| 2364/2531 [1:02:24<01:05,  2.57it/s]
Batches:  93%|█████████▎| 2365/2531 [1:02:25<01:03,  2.61it/s]
Batches:  88%|████████▊ | 2224/2531 [1:01:19<02:06,  2.43it/s]
Batches:  88%|████████▊ | 2219/2531 [1:01:53<02:21,  2.20it/s]
Batches:  93%|█████████▎| 2366/2531 [1:02:25<01:02,  2.66it/s]
Batches:  88%|████████▊ | 2225/2531 [1:01:20<02:10,  2.34it/s]
Batches:  88%|████████▊ | 2220/2531 [1:01:53<02:22,  2.18it/s]
Batches:  94%|█████████▎| 2367/2531 [1:02:25<01:00,  2.69it/s]
Batches:  88%|████████▊ | 2226/2531 [1:01:20<02:11,  2.32it/s]
Batches:  88%|████████▊ | 2221/2531 [1:01:54<02:20,  2.20it/s]
Batches:  94%|█████████▎| 2368/2531 [1:02:26<01:00,  2.70it/s]
Batches:  88%|████████▊ | 2227/2531 [1:01:21<02:12,  2.30it/s]
Batches:  88%|████████▊ | 2222/2531 [1:01:54<02:20,  2.19it/s]
Batches:  94%|█████████▎| 2369/2531 [1:02:26<01:01,  2.64it/s]
Batches:  42%|████▏     | 1063/2531 [1:00:45<43:51,  1.79s/it]
Batches:  88%|████████▊ | 2228/2531 [1:01:21<02:12,  2.29it/s]
Batches:  88%|████████▊ | 2223/2531 [1:01:54<02:16,  2.26it/s]
Batches:  94%|█████████▎| 2370/2531 [1:02:26<01:00,  2.68it/s]
Batches:  88%|████████▊ | 2229/2531 [1:01:22<02:12,  2.28it/s]
Batches:  94%|█████████▎| 2371/2531 [1:02:27<01:00,  2.63it/s]
Batches:  88%|████████▊ | 2224/2531 [1:01:55<02:15,  2.26it/s]
Batches:  94%|█████████▎| 2372/2531 [1:02:27<00:59,  2.65it/s]
Batches:  88%|████████▊ | 2230/2531 [1:01:22<02:08,  2.34it/s]
Batches:  88%|████████▊ | 2225/2531 [1:01:55<02:15,  2.26it/s]
Batches:  94%|█████████▍| 2373/2531 [1:02:27<00:58,  2.68it/s]
Batches:  88%|████████▊ | 2231/2531 [1:01:22<02:05,  2.40it/s]
Batches:  88%|████████▊ | 2226/2531 [1:01:56<02:10,  2.33it/s]
Batches:  42%|████▏     | 1064/2531 [1:00:47<43:41,  1.79s/it]
Batches:  94%|█████████▍| 2374/2531 [1:02:28<00:59,  2.62it/s]
Batches:  88%|████████▊ | 2232/2531 [1:01:23<02:03,  2.42it/s]
Batches:  88%|████████▊ | 2227/2531 [1:01:56<02:14,  2.27it/s]
Batches:  94%|█████████▍| 2375/2531 [1:02:28<01:00,  2.59it/s]
Batches:  88%|████████▊ | 2233/2531 [1:01:23<02:01,  2.45it/s]
Batches:  88%|████████▊ | 2228/2531 [1:01:57<02:15,  2.24it/s]
Batches:  94%|█████████▍| 2376/2531 [1:02:29<00:58,  2.64it/s]
Batches:  88%|████████▊ | 2234/2531 [1:01:24<02:00,  2.47it/s]
Batches:  88%|████████▊ | 2229/2531 [1:01:57<02:07,  2.37it/s]
Batches:  94%|█████████▍| 2377/2531 [1:02:29<00:59,  2.59it/s]
Batches:  88%|████████▊ | 2235/2531 [1:01:24<01:59,  2.47it/s]
Batches:  88%|████████▊ | 2230/2531 [1:01:57<02:04,  2.41it/s]
Batches:  94%|█████████▍| 2378/2531 [1:02:29<00:57,  2.64it/s]
Batches:  42%|████▏     | 1065/2531 [1:00:48<43:05,  1.76s/it]
Batches:  88%|████████▊ | 2236/2531 [1:01:24<01:59,  2.47it/s]
Batches:  88%|████████▊ | 2231/2531 [1:01:58<02:07,  2.36it/s]
Batches:  94%|█████████▍| 2379/2531 [1:02:30<00:56,  2.68it/s]
Batches:  88%|████████▊ | 2237/2531 [1:01:25<01:59,  2.47it/s]
Batches:  94%|█████████▍| 2380/2531 [1:02:30<00:55,  2.70it/s]
Batches:  88%|████████▊ | 2232/2531 [1:01:58<02:11,  2.28it/s]
Batches:  88%|████████▊ | 2238/2531 [1:01:25<02:06,  2.32it/s]
Batches:  94%|█████████▍| 2381/2531 [1:02:31<00:57,  2.63it/s]
Batches:  88%|████████▊ | 2233/2531 [1:01:59<02:07,  2.35it/s]
Batches:  88%|████████▊ | 2239/2531 [1:01:26<02:02,  2.38it/s]
Batches:  94%|█████████▍| 2382/2531 [1:02:31<00:55,  2.67it/s]
Batches:  88%|████████▊ | 2234/2531 [1:01:59<02:04,  2.39it/s]
Batches:  42%|████▏     | 1066/2531 [1:00:50<42:13,  1.73s/it]
Batches:  89%|████████▊ | 2240/2531 [1:01:26<02:00,  2.42it/s]
Batches:  94%|█████████▍| 2383/2531 [1:02:31<00:55,  2.69it/s]
Batches:  88%|████████▊ | 2235/2531 [1:02:00<01:59,  2.48it/s]
Batches:  94%|█████████▍| 2384/2531 [1:02:32<00:54,  2.71it/s]
Batches:  89%|████████▊ | 2241/2531 [1:01:26<01:58,  2.45it/s]
Batches:  88%|████████▊ | 2236/2531 [1:02:00<02:02,  2.41it/s]
Batches:  94%|█████████▍| 2385/2531 [1:02:32<00:53,  2.73it/s]
Batches:  89%|████████▊ | 2242/2531 [1:01:27<02:03,  2.35it/s]
Batches:  88%|████████▊ | 2237/2531 [1:02:00<02:01,  2.42it/s]
Batches:  94%|█████████▍| 2386/2531 [1:02:32<00:53,  2.73it/s]
Batches:  89%|████████▊ | 2243/2531 [1:01:27<02:00,  2.40it/s]
Batches:  88%|████████▊ | 2238/2531 [1:02:01<02:00,  2.43it/s]
Batches:  94%|█████████▍| 2387/2531 [1:02:33<00:52,  2.74it/s]
Batches:  42%|████▏     | 1067/2531 [1:00:52<42:08,  1.73s/it]
Batches:  89%|████████▊ | 2244/2531 [1:01:28<01:58,  2.42it/s]
Batches:  94%|█████████▍| 2388/2531 [1:02:33<00:52,  2.74it/s]
Batches:  88%|████████▊ | 2239/2531 [1:02:01<02:02,  2.38it/s]
Batches:  89%|████████▊ | 2245/2531 [1:01:28<01:56,  2.44it/s]
Batches:  89%|████████▊ | 2240/2531 [1:02:02<02:00,  2.42it/s]
Batches:  94%|█████████▍| 2389/2531 [1:02:34<00:54,  2.58it/s]
Batches:  89%|████████▊ | 2246/2531 [1:01:29<01:56,  2.46it/s]
Batches:  94%|█████████▍| 2390/2531 [1:02:34<00:53,  2.64it/s]
Batches:  89%|████████▊ | 2241/2531 [1:02:02<01:59,  2.43it/s]
Batches:  89%|████████▉ | 2247/2531 [1:01:29<01:54,  2.48it/s]
Batches:  94%|█████████▍| 2391/2531 [1:02:34<00:52,  2.67it/s]
Batches:  89%|████████▊ | 2242/2531 [1:02:02<01:58,  2.44it/s]
Batches:  89%|████████▉ | 2248/2531 [1:01:29<01:53,  2.49it/s]
Batches:  42%|████▏     | 1068/2531 [1:00:53<41:43,  1.71s/it]
Batches:  95%|█████████▍| 2392/2531 [1:02:35<00:52,  2.63it/s]
Batches:  89%|████████▊ | 2243/2531 [1:02:03<01:56,  2.46it/s]
Batches:  89%|████████▉ | 2249/2531 [1:01:30<01:56,  2.42it/s]
Batches:  89%|████████▊ | 2244/2531 [1:02:03<01:56,  2.47it/s]
Batches:  95%|█████████▍| 2393/2531 [1:02:35<00:57,  2.42it/s]
Batches:  89%|████████▉ | 2250/2531 [1:01:30<02:00,  2.33it/s]
Batches:  95%|█████████▍| 2394/2531 [1:02:36<00:54,  2.51it/s]
Batches:  89%|████████▊ | 2245/2531 [1:02:04<01:59,  2.39it/s]
Batches:  89%|████████▉ | 2251/2531 [1:01:31<01:57,  2.38it/s]
Batches:  95%|█████████▍| 2395/2531 [1:02:36<00:52,  2.58it/s]
Batches:  89%|████████▊ | 2246/2531 [1:02:04<01:58,  2.41it/s]
Batches:  42%|████▏     | 1069/2531 [1:00:55<41:24,  1.70s/it]
Batches:  89%|████████▉ | 2252/2531 [1:01:31<02:00,  2.32it/s]
Batches:  95%|█████████▍| 2396/2531 [1:02:36<00:55,  2.44it/s]
Batches:  89%|████████▉ | 2247/2531 [1:02:04<01:57,  2.42it/s]
Batches:  89%|████████▉ | 2253/2531 [1:01:32<01:57,  2.36it/s]
Batches:  95%|█████████▍| 2397/2531 [1:02:37<00:56,  2.38it/s]
Batches:  89%|████████▉ | 2248/2531 [1:02:05<01:55,  2.44it/s]
Batches:  89%|████████▉ | 2254/2531 [1:01:32<01:58,  2.33it/s]
Batches:  95%|█████████▍| 2398/2531 [1:02:37<00:53,  2.47it/s]
Batches:  89%|████████▉ | 2249/2531 [1:02:05<01:55,  2.44it/s]
Batches:  95%|█████████▍| 2399/2531 [1:02:38<00:53,  2.47it/s]
Batches:  89%|████████▉ | 2250/2531 [1:02:06<01:55,  2.44it/s]
Batches:  89%|████████▉ | 2255/2531 [1:01:32<02:01,  2.27it/s]
Batches:  42%|████▏     | 1070/2531 [1:00:57<41:16,  1.70s/it]
Batches:  95%|█████████▍| 2400/2531 [1:02:38<00:52,  2.47it/s]
Batches:  89%|████████▉ | 2251/2531 [1:02:06<01:51,  2.52it/s]
Batches:  89%|████████▉ | 2256/2531 [1:01:33<02:02,  2.24it/s]
Batches:  95%|█████████▍| 2401/2531 [1:02:38<00:52,  2.47it/s]
Batches:  89%|████████▉ | 2252/2531 [1:02:06<01:51,  2.51it/s]
Batches:  89%|████████▉ | 2257/2531 [1:01:33<01:58,  2.30it/s]
Batches:  95%|█████████▍| 2402/2531 [1:02:39<00:52,  2.47it/s]
Batches:  89%|████████▉ | 2253/2531 [1:02:07<01:51,  2.49it/s]
Batches:  89%|████████▉ | 2258/2531 [1:01:34<01:59,  2.29it/s]
Batches:  95%|█████████▍| 2403/2531 [1:02:39<00:49,  2.60it/s]
Batches:  89%|████████▉ | 2254/2531 [1:02:07<01:51,  2.49it/s]
Batches:  89%|████████▉ | 2259/2531 [1:01:34<01:52,  2.41it/s]
Batches:  95%|█████████▍| 2404/2531 [1:02:39<00:48,  2.64it/s]
Batches:  89%|████████▉ | 2255/2531 [1:02:08<01:51,  2.48it/s]
Batches:  42%|████▏     | 1071/2531 [1:00:58<41:10,  1.69s/it]
Batches:  89%|████████▉ | 2260/2531 [1:01:34<01:50,  2.44it/s]
Batches:  95%|█████████▌| 2405/2531 [1:02:40<00:47,  2.67it/s]
Batches:  89%|████████▉ | 2256/2531 [1:02:08<01:54,  2.41it/s]
Batches:  89%|████████▉ | 2261/2531 [1:01:35<01:49,  2.46it/s]
Batches:  95%|█████████▌| 2406/2531 [1:02:40<00:45,  2.74it/s]
Batches:  89%|████████▉ | 2257/2531 [1:02:09<01:52,  2.43it/s]
Batches:  89%|████████▉ | 2262/2531 [1:01:35<01:48,  2.48it/s]
Batches:  95%|█████████▌| 2407/2531 [1:02:41<00:44,  2.80it/s]
Batches:  95%|█████████▌| 2408/2531 [1:02:41<00:43,  2.84it/s]
Batches:  89%|████████▉ | 2258/2531 [1:02:09<01:54,  2.38it/s]
Batches:  89%|████████▉ | 2263/2531 [1:01:36<01:51,  2.41it/s]
Batches:  95%|█████████▌| 2409/2531 [1:02:41<00:43,  2.81it/s]
Batches:  42%|████▏     | 1072/2531 [1:01:00<41:17,  1.70s/it]
Batches:  89%|████████▉ | 2259/2531 [1:02:09<01:58,  2.29it/s]
Batches:  89%|████████▉ | 2264/2531 [1:01:36<01:54,  2.32it/s]
Batches:  95%|█████████▌| 2410/2531 [1:02:42<00:42,  2.84it/s]
Batches:  89%|████████▉ | 2265/2531 [1:01:37<01:52,  2.37it/s]
Batches:  89%|████████▉ | 2260/2531 [1:02:10<02:01,  2.24it/s]
Batches:  95%|█████████▌| 2411/2531 [1:02:42<00:42,  2.82it/s]
Batches:  90%|████████▉ | 2266/2531 [1:01:37<01:50,  2.40it/s]
Batches:  89%|████████▉ | 2261/2531 [1:02:10<01:56,  2.31it/s]
Batches:  95%|█████████▌| 2412/2531 [1:02:42<00:42,  2.80it/s]
Batches:  90%|████████▉ | 2267/2531 [1:01:37<01:45,  2.50it/s]
Batches:  95%|█████████▌| 2413/2531 [1:02:43<00:41,  2.84it/s]
Batches:  89%|████████▉ | 2262/2531 [1:02:11<01:57,  2.29it/s]
Batches:  95%|█████████▌| 2414/2531 [1:02:43<00:40,  2.88it/s]
Batches:  90%|████████▉ | 2268/2531 [1:01:38<01:48,  2.42it/s]
Batches:  89%|████████▉ | 2263/2531 [1:02:11<01:51,  2.41it/s]
Batches:  42%|████▏     | 1073/2531 [1:01:02<41:37,  1.71s/it]
Batches:  95%|█████████▌| 2415/2531 [1:02:43<00:40,  2.84it/s]
Batches:  90%|████████▉ | 2269/2531 [1:01:38<01:47,  2.44it/s]
Batches:  89%|████████▉ | 2264/2531 [1:02:12<01:49,  2.44it/s]
Batches:  95%|█████████▌| 2416/2531 [1:02:44<00:40,  2.81it/s]
Batches:  90%|████████▉ | 2270/2531 [1:01:39<01:46,  2.45it/s]
Batches:  89%|████████▉ | 2265/2531 [1:02:12<01:51,  2.38it/s]
Batches:  95%|█████████▌| 2417/2531 [1:02:44<00:42,  2.71it/s]
Batches:  90%|████████▉ | 2271/2531 [1:01:39<01:48,  2.39it/s]
Batches:  90%|████████▉ | 2266/2531 [1:02:12<01:50,  2.40it/s]
Batches:  96%|█████████▌| 2418/2531 [1:02:44<00:40,  2.78it/s]
Batches:  90%|████████▉ | 2272/2531 [1:01:39<01:47,  2.41it/s]
Batches:  90%|████████▉ | 2267/2531 [1:02:13<01:52,  2.35it/s]
Batches:  42%|████▏     | 1074/2531 [1:01:04<41:19,  1.70s/it]
Batches:  96%|█████████▌| 2419/2531 [1:02:45<00:40,  2.77it/s]
Batches:  90%|████████▉ | 2273/2531 [1:01:40<01:46,  2.43it/s]
Batches:  90%|████████▉ | 2268/2531 [1:02:13<01:50,  2.37it/s]
Batches:  96%|█████████▌| 2420/2531 [1:02:45<00:40,  2.75it/s]
Batches:  90%|████████▉ | 2274/2531 [1:01:40<01:45,  2.44it/s]
Batches:  90%|████████▉ | 2269/2531 [1:02:14<01:45,  2.48it/s]
Batches:  96%|█████████▌| 2421/2531 [1:02:46<00:39,  2.75it/s]
Batches:  96%|█████████▌| 2422/2531 [1:02:46<00:39,  2.75it/s]
Batches:  90%|████████▉ | 2275/2531 [1:01:41<01:47,  2.38it/s]
Batches:  90%|████████▉ | 2270/2531 [1:02:14<01:48,  2.40it/s]
Batches:  96%|█████████▌| 2423/2531 [1:02:46<00:38,  2.80it/s]
Batches:  90%|████████▉ | 2271/2531 [1:02:14<01:47,  2.42it/s]
Batches:  90%|████████▉ | 2276/2531 [1:01:41<01:52,  2.26it/s]
Batches:  42%|████▏     | 1075/2531 [1:01:05<41:07,  1.69s/it]
Batches:  96%|█████████▌| 2424/2531 [1:02:47<00:38,  2.78it/s]
Batches:  90%|████████▉ | 2272/2531 [1:02:15<01:46,  2.44it/s]
Batches:  90%|████████▉ | 2277/2531 [1:01:42<01:49,  2.33it/s]
Batches:  96%|█████████▌| 2425/2531 [1:02:47<00:36,  2.92it/s]
Batches:  90%|█████████ | 2278/2531 [1:01:42<01:46,  2.38it/s]
Batches:  90%|████████▉ | 2273/2531 [1:02:15<01:48,  2.38it/s]
Batches:  96%|█████████▌| 2426/2531 [1:02:47<00:36,  2.88it/s]
Batches:  90%|█████████ | 2279/2531 [1:01:42<01:44,  2.42it/s]
Batches:  96%|█████████▌| 2427/2531 [1:02:48<00:35,  2.89it/s]
Batches:  90%|████████▉ | 2274/2531 [1:02:16<01:49,  2.34it/s]
Batches:  96%|█████████▌| 2428/2531 [1:02:48<00:36,  2.86it/s]
Batches:  90%|█████████ | 2280/2531 [1:01:43<01:42,  2.44it/s]
Batches:  43%|████▎     | 1076/2531 [1:01:07<40:45,  1.68s/it]
Batches:  90%|████████▉ | 2275/2531 [1:02:16<01:52,  2.27it/s]
Batches:  96%|█████████▌| 2429/2531 [1:02:48<00:35,  2.88it/s]
Batches:  90%|█████████ | 2281/2531 [1:01:43<01:42,  2.45it/s]
Batches:  90%|████████▉ | 2276/2531 [1:02:17<01:52,  2.27it/s]
Batches:  96%|█████████▌| 2430/2531 [1:02:49<00:35,  2.84it/s]
Batches:  90%|█████████ | 2282/2531 [1:01:44<01:44,  2.39it/s]
Batches:  90%|████████▉ | 2277/2531 [1:02:17<01:49,  2.33it/s]
Batches:  96%|█████████▌| 2431/2531 [1:02:49<00:36,  2.72it/s]
Batches:  90%|█████████ | 2283/2531 [1:01:44<01:42,  2.41it/s]
Batches:  90%|█████████ | 2278/2531 [1:02:17<01:43,  2.44it/s]
Batches:  96%|█████████▌| 2432/2531 [1:02:49<00:36,  2.73it/s]
Batches:  90%|█████████ | 2284/2531 [1:01:44<01:41,  2.43it/s]
Batches:  90%|█████████ | 2279/2531 [1:02:18<01:42,  2.46it/s]
Batches:  43%|████▎     | 1077/2531 [1:01:09<40:45,  1.68s/it]
Batches:  96%|█████████▌| 2433/2531 [1:02:50<00:35,  2.74it/s]
Batches:  90%|█████████ | 2285/2531 [1:01:45<01:43,  2.37it/s]
Batches:  96%|█████████▌| 2434/2531 [1:02:50<00:35,  2.75it/s]
Batches:  90%|█████████ | 2280/2531 [1:02:18<01:46,  2.35it/s]
Batches:  90%|█████████ | 2286/2531 [1:01:45<01:39,  2.47it/s]
Batches:  96%|█████████▌| 2435/2531 [1:02:50<00:34,  2.80it/s]
Batches:  90%|█████████ | 2281/2531 [1:02:19<01:48,  2.31it/s]
Batches:  90%|█████████ | 2287/2531 [1:01:46<01:35,  2.55it/s]
Batches:  96%|█████████▌| 2436/2531 [1:02:51<00:34,  2.79it/s]
Batches:  90%|█████████ | 2282/2531 [1:02:19<01:42,  2.43it/s]
Batches:  90%|█████████ | 2288/2531 [1:01:46<01:33,  2.61it/s]
Batches:  96%|█████████▋| 2437/2531 [1:02:51<00:33,  2.83it/s]
Batches:  90%|█████████ | 2283/2531 [1:02:20<01:41,  2.45it/s]
Batches:  43%|████▎     | 1078/2531 [1:01:10<40:40,  1.68s/it]
Batches:  96%|█████████▋| 2438/2531 [1:02:52<00:32,  2.86it/s]
Batches:  90%|█████████ | 2289/2531 [1:01:46<01:37,  2.49it/s]
Batches:  90%|█████████ | 2284/2531 [1:02:20<01:40,  2.45it/s]
Batches:  96%|█████████▋| 2439/2531 [1:02:52<00:30,  2.98it/s]
Batches:  90%|█████████ | 2290/2531 [1:01:47<01:33,  2.56it/s]
Batches:  96%|█████████▋| 2440/2531 [1:02:52<00:30,  2.97it/s]
Batches:  90%|█████████ | 2285/2531 [1:02:20<01:40,  2.45it/s]
Batches:  91%|█████████ | 2291/2531 [1:01:47<01:31,  2.61it/s]
Batches:  96%|█████████▋| 2441/2531 [1:02:53<00:31,  2.90it/s]
Batches:  90%|█████████ | 2286/2531 [1:02:21<01:42,  2.38it/s]
Batches:  91%|█████████ | 2292/2531 [1:01:48<01:29,  2.66it/s]
Batches:  96%|█████████▋| 2442/2531 [1:02:53<00:31,  2.86it/s]
Batches:  90%|█████████ | 2287/2531 [1:02:21<01:40,  2.42it/s]
Batches:  43%|████▎     | 1079/2531 [1:01:12<40:36,  1.68s/it]
Batches:  91%|█████████ | 2293/2531 [1:01:48<01:30,  2.62it/s]
Batches:  97%|█████████▋| 2443/2531 [1:02:53<00:31,  2.82it/s]
Batches:  90%|█████████ | 2288/2531 [1:02:22<01:36,  2.51it/s]
Batches:  91%|█████████ | 2294/2531 [1:01:48<01:29,  2.66it/s]
Batches:  97%|█████████▋| 2444/2531 [1:02:54<00:30,  2.85it/s]
Batches:  91%|█████████ | 2295/2531 [1:01:49<01:30,  2.61it/s]
Batches:  90%|█████████ | 2289/2531 [1:02:22<01:39,  2.42it/s]
Batches:  97%|█████████▋| 2445/2531 [1:02:54<00:29,  2.88it/s]
Batches:  97%|█████████▋| 2446/2531 [1:02:54<00:28,  2.99it/s]
Batches:  91%|█████████ | 2296/2531 [1:01:49<01:31,  2.57it/s]
Batches:  90%|█████████ | 2290/2531 [1:02:22<01:38,  2.44it/s]
Batches:  97%|█████████▋| 2447/2531 [1:02:55<00:28,  2.92it/s]
Batches:  91%|█████████ | 2297/2531 [1:01:50<01:32,  2.54it/s]
Batches:  91%|█████████ | 2291/2531 [1:02:23<01:38,  2.44it/s]
Batches:  43%|████▎     | 1080/2531 [1:01:14<41:05,  1.70s/it]
Batches:  97%|█████████▋| 2448/2531 [1:02:55<00:28,  2.93it/s]
Batches:  91%|█████████ | 2298/2531 [1:01:50<01:32,  2.53it/s]
Batches:  91%|█████████ | 2292/2531 [1:02:23<01:37,  2.44it/s]
Batches:  97%|█████████▋| 2449/2531 [1:02:55<00:28,  2.87it/s]
Batches:  91%|█████████ | 2299/2531 [1:01:50<01:31,  2.52it/s]
Batches:  91%|█████████ | 2293/2531 [1:02:24<01:37,  2.44it/s]
Batches:  97%|█████████▋| 2450/2531 [1:02:56<00:28,  2.83it/s]
Batches:  91%|█████████ | 2300/2531 [1:01:51<01:29,  2.59it/s]
Batches:  91%|█████████ | 2294/2531 [1:02:24<01:34,  2.51it/s]
Batches:  97%|█████████▋| 2451/2531 [1:02:56<00:28,  2.81it/s]
Batches:  91%|█████████ | 2301/2531 [1:01:51<01:29,  2.57it/s]
Batches:  91%|█████████ | 2295/2531 [1:02:24<01:34,  2.51it/s]
Batches:  97%|█████████▋| 2452/2531 [1:02:56<00:26,  2.93it/s]
Batches:  43%|████▎     | 1081/2531 [1:01:15<40:53,  1.69s/it]
Batches:  91%|█████████ | 2302/2531 [1:01:51<01:29,  2.55it/s]
Batches:  91%|█████████ | 2296/2531 [1:02:25<01:31,  2.56it/s]
Batches:  97%|█████████▋| 2453/2531 [1:02:57<00:26,  2.94it/s]
Batches:  91%|█████████ | 2303/2531 [1:01:52<01:27,  2.61it/s]
Batches:  97%|█████████▋| 2454/2531 [1:02:57<00:26,  2.88it/s]
Batches:  91%|█████████ | 2297/2531 [1:02:25<01:32,  2.53it/s]
Batches:  91%|█████████ | 2304/2531 [1:01:52<01:28,  2.56it/s]
Batches:  97%|█████████▋| 2455/2531 [1:02:57<00:26,  2.88it/s]
Batches:  91%|█████████ | 2298/2531 [1:02:26<01:33,  2.49it/s]
Batches:  97%|█████████▋| 2456/2531 [1:02:58<00:25,  2.97it/s]
Batches:  91%|█████████ | 2305/2531 [1:01:53<01:26,  2.61it/s]
Batches:  91%|█████████ | 2299/2531 [1:02:26<01:33,  2.49it/s]
Batches:  97%|█████████▋| 2457/2531 [1:02:58<00:24,  2.96it/s]
Batches:  91%|█████████ | 2306/2531 [1:01:53<01:24,  2.65it/s]
Batches:  43%|████▎     | 1082/2531 [1:01:17<41:00,  1.70s/it]
Batches:  91%|█████████ | 2300/2531 [1:02:26<01:30,  2.57it/s]
Batches:  97%|█████████▋| 2458/2531 [1:02:58<00:25,  2.89it/s]
Batches:  91%|█████████ | 2307/2531 [1:01:53<01:30,  2.48it/s]
Batches:  91%|█████████ | 2301/2531 [1:02:27<01:28,  2.61it/s]
Batches:  97%|█████████▋| 2459/2531 [1:02:59<00:24,  2.91it/s]
Batches:  91%|█████████ | 2308/2531 [1:01:54<01:27,  2.56it/s]
Batches:  91%|█████████ | 2302/2531 [1:02:27<01:31,  2.49it/s]
Batches:  97%|█████████▋| 2460/2531 [1:02:59<00:25,  2.76it/s]
Batches:  91%|█████████ | 2309/2531 [1:01:54<01:27,  2.54it/s]
Batches:  97%|█████████▋| 2461/2531 [1:02:59<00:24,  2.89it/s]
Batches:  91%|█████████ | 2303/2531 [1:02:28<01:41,  2.25it/s]
Batches:  91%|█████████▏| 2310/2531 [1:01:55<01:27,  2.54it/s]
Batches:  97%|█████████▋| 2462/2531 [1:03:00<00:24,  2.85it/s]
Batches:  91%|█████████ | 2304/2531 [1:02:28<01:35,  2.38it/s]
Batches:  43%|████▎     | 1083/2531 [1:01:19<41:21,  1.71s/it]
Batches:  91%|█████████▏| 2311/2531 [1:01:55<01:27,  2.52it/s]
Batches:  97%|█████████▋| 2463/2531 [1:03:00<00:24,  2.83it/s]
Batches:  91%|█████████ | 2305/2531 [1:02:29<01:40,  2.26it/s]
Batches:  97%|█████████▋| 2464/2531 [1:03:00<00:22,  2.96it/s]
Batches:  91%|█████████▏| 2312/2531 [1:01:55<01:27,  2.50it/s]
Batches:  97%|█████████▋| 2465/2531 [1:03:01<00:22,  2.95it/s]
Batches:  91%|█████████ | 2306/2531 [1:02:29<01:39,  2.26it/s]
Batches:  91%|█████████▏| 2313/2531 [1:01:56<01:29,  2.43it/s]
Batches:  97%|█████████▋| 2466/2531 [1:03:01<00:21,  3.04it/s]
Batches:  91%|█████████ | 2307/2531 [1:02:30<01:42,  2.18it/s]
Batches:  91%|█████████▏| 2314/2531 [1:01:56<01:28,  2.44it/s]
Batches:  97%|█████████▋| 2467/2531 [1:03:01<00:21,  3.02it/s]
Batches:  43%|████▎     | 1084/2531 [1:01:21<41:33,  1.72s/it]
Batches:  91%|█████████▏| 2315/2531 [1:01:57<01:25,  2.53it/s]
Batches:  98%|█████████▊| 2468/2531 [1:03:02<00:20,  3.09it/s]
Batches:  91%|█████████ | 2308/2531 [1:02:30<01:38,  2.26it/s]
Batches:  98%|█████████▊| 2469/2531 [1:03:02<00:20,  3.05it/s]
Batches:  91%|█████████ | 2309/2531 [1:02:30<01:32,  2.39it/s]
Batches:  92%|█████████▏| 2316/2531 [1:01:57<01:25,  2.51it/s]
Batches:  98%|█████████▊| 2470/2531 [1:03:02<00:19,  3.12it/s]
Batches:  91%|█████████▏| 2310/2531 [1:02:31<01:31,  2.42it/s]
Batches:  92%|█████████▏| 2317/2531 [1:01:57<01:25,  2.52it/s]
Batches:  98%|█████████▊| 2471/2531 [1:03:03<00:18,  3.18it/s]
Batches:  91%|█████████▏| 2311/2531 [1:02:31<01:27,  2.51it/s]
Batches:  92%|█████████▏| 2318/2531 [1:01:58<01:22,  2.58it/s]
Batches:  98%|█████████▊| 2472/2531 [1:03:03<00:18,  3.22it/s]
Batches:  92%|█████████▏| 2319/2531 [1:01:58<01:20,  2.63it/s]
Batches:  91%|█████████▏| 2312/2531 [1:02:31<01:27,  2.49it/s]
Batches:  98%|█████████▊| 2473/2531 [1:03:03<00:18,  3.13it/s]
Batches:  43%|████▎     | 1085/2531 [1:01:22<41:00,  1.70s/it]
Batches:  98%|█████████▊| 2474/2531 [1:03:04<00:17,  3.17it/s]
Batches:  91%|█████████▏| 2313/2531 [1:02:32<01:24,  2.56it/s]
Batches:  92%|█████████▏| 2320/2531 [1:01:59<01:21,  2.58it/s]
Batches:  98%|█████████▊| 2475/2531 [1:03:04<00:18,  3.04it/s]
Batches:  92%|█████████▏| 2321/2531 [1:01:59<01:20,  2.62it/s]
Batches:  91%|█████████▏| 2314/2531 [1:02:32<01:25,  2.53it/s]
Batches:  98%|█████████▊| 2476/2531 [1:03:04<00:17,  3.11it/s]
Batches:  92%|█████████▏| 2322/2531 [1:01:59<01:20,  2.60it/s]
Batches:  91%|█████████▏| 2315/2531 [1:02:33<01:28,  2.44it/s]
Batches:  98%|█████████▊| 2477/2531 [1:03:05<00:17,  3.06it/s]
Batches:  92%|█████████▏| 2323/2531 [1:02:00<01:21,  2.56it/s]
Batches:  92%|█████████▏| 2316/2531 [1:02:33<01:30,  2.38it/s]
Batches:  98%|█████████▊| 2478/2531 [1:03:05<00:17,  3.03it/s]
Batches:  43%|████▎     | 1086/2531 [1:01:24<41:29,  1.72s/it]
Batches:  92%|█████████▏| 2324/2531 [1:02:00<01:19,  2.61it/s]
Batches:  98%|█████████▊| 2479/2531 [1:03:05<00:16,  3.11it/s]
Batches:  92%|█████████▏| 2317/2531 [1:02:33<01:26,  2.48it/s]
Batches:  92%|█████████▏| 2325/2531 [1:02:00<01:17,  2.65it/s]
Batches:  98%|█████████▊| 2480/2531 [1:03:06<00:17,  2.99it/s]
Batches:  92%|█████████▏| 2318/2531 [1:02:34<01:23,  2.56it/s]
Batches:  92%|█████████▏| 2326/2531 [1:02:01<01:18,  2.60it/s]
Batches:  98%|█████████▊| 2481/2531 [1:03:06<00:17,  2.91it/s]
Batches:  92%|█████████▏| 2319/2531 [1:02:34<01:24,  2.52it/s]
Batches:  98%|█████████▊| 2482/2531 [1:03:06<00:16,  2.92it/s]
Batches:  92%|█████████▏| 2327/2531 [1:02:01<01:19,  2.55it/s]
Batches:  92%|█████████▏| 2320/2531 [1:02:35<01:21,  2.58it/s]
Batches:  98%|█████████▊| 2483/2531 [1:03:07<00:15,  3.02it/s]
Batches:  92%|█████████▏| 2328/2531 [1:02:02<01:22,  2.46it/s]
Batches:  92%|█████████▏| 2321/2531 [1:02:35<01:20,  2.62it/s]
Batches:  43%|████▎     | 1087/2531 [1:01:26<42:09,  1.75s/it]
Batches:  98%|█████████▊| 2484/2531 [1:03:07<00:15,  3.09it/s]
Batches:  92%|█████████▏| 2329/2531 [1:02:02<01:19,  2.54it/s]
Batches:  92%|█████████▏| 2322/2531 [1:02:35<01:18,  2.65it/s]
Batches:  98%|█████████▊| 2485/2531 [1:03:07<00:14,  3.16it/s]
Batches:  92%|█████████▏| 2330/2531 [1:02:02<01:17,  2.60it/s]
Batches:  98%|█████████▊| 2486/2531 [1:03:08<00:14,  3.19it/s]
Batches:  92%|█████████▏| 2323/2531 [1:02:36<01:22,  2.52it/s]
Batches:  98%|█████████▊| 2487/2531 [1:03:08<00:13,  3.23it/s]
Batches:  92%|█████████▏| 2331/2531 [1:02:03<01:20,  2.49it/s]
Batches:  92%|█████████▏| 2324/2531 [1:02:36<01:20,  2.58it/s]
Batches:  98%|█████████▊| 2488/2531 [1:03:08<00:13,  3.08it/s]
Batches:  92%|█████████▏| 2332/2531 [1:02:03<01:17,  2.56it/s]
Batches:  92%|█████████▏| 2325/2531 [1:02:36<01:17,  2.67it/s]
Batches:  98%|█████████▊| 2489/2531 [1:03:09<00:13,  3.04it/s]
Batches:  43%|████▎     | 1088/2531 [1:01:28<41:34,  1.73s/it]
Batches:  92%|█████████▏| 2333/2531 [1:02:04<01:15,  2.61it/s]
Batches:  92%|█████████▏| 2326/2531 [1:02:37<01:19,  2.59it/s]
Batches:  98%|█████████▊| 2490/2531 [1:03:09<00:13,  3.12it/s]
Batches:  92%|█████████▏| 2334/2531 [1:02:04<01:14,  2.65it/s]
Batches:  98%|█████████▊| 2491/2531 [1:03:09<00:12,  3.17it/s]
Batches:  92%|█████████▏| 2327/2531 [1:02:37<01:22,  2.48it/s]
Batches:  92%|█████████▏| 2335/2531 [1:02:04<01:15,  2.59it/s]
Batches:  98%|█████████▊| 2492/2531 [1:03:10<00:12,  3.10it/s]
Batches:  92%|█████████▏| 2328/2531 [1:02:38<01:22,  2.47it/s]
Batches:  92%|█████████▏| 2336/2531 [1:02:05<01:13,  2.64it/s]
Batches:  98%|█████████▊| 2493/2531 [1:03:10<00:12,  3.05it/s]
Batches:  92%|█████████▏| 2329/2531 [1:02:38<01:22,  2.46it/s]
Batches:  99%|█████████▊| 2494/2531 [1:03:10<00:11,  3.11it/s]
Batches:  92%|█████████▏| 2337/2531 [1:02:05<01:12,  2.66it/s]
Batches:  43%|████▎     | 1089/2531 [1:01:29<40:58,  1.70s/it]
Batches:  99%|█████████▊| 2495/2531 [1:03:10<00:11,  3.16it/s]
Batches:  92%|█████████▏| 2330/2531 [1:02:39<01:23,  2.39it/s]
Batches:  92%|█████████▏| 2338/2531 [1:02:06<01:16,  2.53it/s]
Batches:  99%|█████████▊| 2496/2531 [1:03:11<00:11,  3.18it/s]
Batches:  92%|█████████▏| 2331/2531 [1:02:39<01:22,  2.41it/s]
Batches:  92%|█████████▏| 2339/2531 [1:02:06<01:16,  2.52it/s]
Batches:  99%|█████████▊| 2497/2531 [1:03:11<00:10,  3.21it/s]
Batches:  92%|█████████▏| 2332/2531 [1:02:39<01:19,  2.51it/s]
Batches:  92%|█████████▏| 2340/2531 [1:02:06<01:13,  2.59it/s]
Batches:  99%|█████████▊| 2498/2531 [1:03:11<00:10,  3.11it/s]
Batches:  92%|█████████▏| 2333/2531 [1:02:40<01:16,  2.57it/s]
Batches:  99%|█████████▊| 2499/2531 [1:03:12<00:10,  3.16it/s]
Batches:  92%|█████████▏| 2341/2531 [1:02:07<01:12,  2.63it/s]
Batches:  43%|████▎     | 1090/2531 [1:01:31<40:43,  1.70s/it]
Batches:  92%|█████████▏| 2334/2531 [1:02:40<01:15,  2.61it/s]
Batches:  99%|█████████▉| 2500/2531 [1:03:12<00:10,  3.02it/s]
Batches:  93%|█████████▎| 2342/2531 [1:02:07<01:13,  2.58it/s]
Batches:  92%|█████████▏| 2335/2531 [1:02:40<01:14,  2.65it/s]
Batches:  99%|█████████▉| 2501/2531 [1:03:12<00:10,  2.93it/s]
Batches:  93%|█████████▎| 2343/2531 [1:02:07<01:11,  2.63it/s]
Batches:  92%|█████████▏| 2336/2531 [1:02:41<01:15,  2.59it/s]
Batches:  99%|█████████▉| 2502/2531 [1:03:13<00:09,  3.03it/s]
Batches:  93%|█████████▎| 2344/2531 [1:02:08<01:10,  2.67it/s]
Batches:  99%|█████████▉| 2503/2531 [1:03:13<00:09,  3.10it/s]
Batches:  92%|█████████▏| 2337/2531 [1:02:41<01:13,  2.63it/s]
Batches:  93%|█████████▎| 2345/2531 [1:02:08<01:08,  2.70it/s]
Batches:  99%|█████████▉| 2504/2531 [1:03:13<00:08,  3.16it/s]
Batches:  92%|█████████▏| 2338/2531 [1:02:42<01:14,  2.59it/s]
Batches:  43%|████▎     | 1091/2531 [1:01:32<40:10,  1.67s/it]
Batches:  93%|█████████▎| 2346/2531 [1:02:08<01:08,  2.72it/s]
Batches:  99%|█████████▉| 2505/2531 [1:03:14<00:08,  3.20it/s]
Batches:  92%|█████████▏| 2339/2531 [1:02:42<01:12,  2.63it/s]
Batches:  99%|█████████▉| 2506/2531 [1:03:14<00:07,  3.23it/s]
Batches:  93%|█████████▎| 2347/2531 [1:02:09<01:07,  2.73it/s]
Batches:  92%|█████████▏| 2340/2531 [1:02:42<01:11,  2.67it/s]
Batches:  99%|█████████▉| 2507/2531 [1:03:14<00:07,  3.07it/s]
Batches:  93%|█████████▎| 2348/2531 [1:02:09<01:06,  2.73it/s]
Batches:  99%|█████████▉| 2508/2531 [1:03:15<00:07,  3.13it/s]
Batches:  92%|█████████▏| 2341/2531 [1:02:43<01:13,  2.60it/s]
Batches:  93%|█████████▎| 2349/2531 [1:02:10<01:08,  2.65it/s]
Batches:  99%|█████████▉| 2509/2531 [1:03:15<00:06,  3.18it/s]
Batches:  93%|█████████▎| 2342/2531 [1:02:43<01:14,  2.54it/s]
Batches:  93%|█████████▎| 2350/2531 [1:02:10<01:06,  2.73it/s]
Batches:  43%|████▎     | 1092/2531 [1:01:34<40:08,  1.67s/it]
Batches:  99%|█████████▉| 2510/2531 [1:03:15<00:07,  2.93it/s]
Batches:  93%|█████████▎| 2351/2531 [1:02:10<01:05,  2.74it/s]
Batches:  93%|█████████▎| 2343/2531 [1:02:44<01:14,  2.51it/s]
Batches:  99%|█████████▉| 2511/2531 [1:03:16<00:06,  3.03it/s]
Batches:  93%|█████████▎| 2352/2531 [1:02:11<01:05,  2.73it/s]
Batches:  93%|█████████▎| 2344/2531 [1:02:44<01:15,  2.48it/s]
Batches:  99%|█████████▉| 2512/2531 [1:03:16<00:06,  3.00it/s]
Batches:  93%|█████████▎| 2353/2531 [1:02:11<01:05,  2.74it/s]
Batches:  93%|█████████▎| 2345/2531 [1:02:44<01:12,  2.56it/s]
Batches:  99%|█████████▉| 2513/2531 [1:03:16<00:05,  3.08it/s]
Batches:  93%|█████████▎| 2354/2531 [1:02:11<01:06,  2.65it/s]
Batches:  99%|█████████▉| 2514/2531 [1:03:17<00:05,  3.13it/s]
Batches:  93%|█████████▎| 2346/2531 [1:02:45<01:10,  2.61it/s]
Batches:  43%|████▎     | 1093/2531 [1:01:36<40:06,  1.67s/it]
Batches:  99%|█████████▉| 2515/2531 [1:03:17<00:05,  3.16it/s]
Batches:  93%|█████████▎| 2355/2531 [1:02:12<01:05,  2.67it/s]
Batches:  93%|█████████▎| 2347/2531 [1:02:45<01:10,  2.63it/s]
Batches:  99%|█████████▉| 2516/2531 [1:03:17<00:04,  3.19it/s]
Batches:  93%|█████████▎| 2348/2531 [1:02:45<01:08,  2.67it/s]
Batches:  93%|█████████▎| 2356/2531 [1:02:12<01:07,  2.61it/s]
Batches:  99%|█████████▉| 2517/2531 [1:03:18<00:04,  3.22it/s]
Batches:  93%|█████████▎| 2357/2531 [1:02:13<01:05,  2.65it/s]
Batches:  93%|█████████▎| 2349/2531 [1:02:46<01:13,  2.48it/s]
Batches:  99%|█████████▉| 2518/2531 [1:03:18<00:04,  3.24it/s]
Batches:  93%|█████████▎| 2358/2531 [1:02:13<01:03,  2.74it/s]
Batches: 100%|█████████▉| 2519/2531 [1:03:18<00:03,  3.15it/s]
Batches:  93%|█████████▎| 2350/2531 [1:02:46<01:11,  2.55it/s]
Batches:  93%|█████████▎| 2359/2531 [1:02:13<01:02,  2.74it/s]
Batches: 100%|█████████▉| 2520/2531 [1:03:19<00:03,  3.19it/s]
Batches:  93%|█████████▎| 2351/2531 [1:02:47<01:11,  2.52it/s]
Batches:  43%|████▎     | 1094/2531 [1:01:38<40:20,  1.68s/it]
Batches: 100%|█████████▉| 2521/2531 [1:03:19<00:03,  3.22it/s]
Batches:  93%|█████████▎| 2360/2531 [1:02:14<01:02,  2.74it/s]
Batches:  93%|█████████▎| 2352/2531 [1:02:47<01:13,  2.43it/s]
Batches: 100%|█████████▉| 2522/2531 [1:03:19<00:02,  3.25it/s]
Batches:  93%|█████████▎| 2361/2531 [1:02:14<01:01,  2.75it/s]
Batches:  93%|█████████▎| 2353/2531 [1:02:48<01:09,  2.56it/s]
Batches: 100%|█████████▉| 2523/2531 [1:03:19<00:02,  3.26it/s]
Batches:  93%|█████████▎| 2362/2531 [1:02:14<01:01,  2.75it/s]
Batches: 100%|█████████▉| 2524/2531 [1:03:20<00:02,  3.27it/s]
Batches:  93%|█████████▎| 2354/2531 [1:02:48<01:09,  2.54it/s]
Batches:  93%|█████████▎| 2363/2531 [1:02:15<01:01,  2.75it/s]
Batches: 100%|█████████▉| 2525/2531 [1:03:20<00:01,  3.28it/s]
Batches:  93%|█████████▎| 2355/2531 [1:02:48<01:07,  2.59it/s]
Batches:  43%|████▎     | 1095/2531 [1:01:39<40:03,  1.67s/it]
Batches: 100%|█████████▉| 2526/2531 [1:03:20<00:01,  3.40it/s]
Batches:  93%|█████████▎| 2364/2531 [1:02:15<01:02,  2.66it/s]
Batches:  93%|█████████▎| 2356/2531 [1:02:49<01:06,  2.63it/s]
Batches: 100%|█████████▉| 2527/2531 [1:03:21<00:01,  3.34it/s]
Batches:  93%|█████████▎| 2365/2531 [1:02:16<01:01,  2.69it/s]
Batches: 100%|█████████▉| 2528/2531 [1:03:21<00:00,  3.33it/s]
Batches:  93%|█████████▎| 2357/2531 [1:02:49<01:05,  2.67it/s]
Batches:  93%|█████████▎| 2366/2531 [1:02:16<01:06,  2.50it/s]
Batches: 100%|█████████▉| 2529/2531 [1:03:21<00:00,  3.32it/s]
Batches:  93%|█████████▎| 2358/2531 [1:02:49<01:04,  2.67it/s]
Batches: 100%|█████████▉| 2530/2531 [1:03:21<00:00,  3.44it/s]
Batches:  94%|█████████▎| 2367/2531 [1:02:16<01:03,  2.57it/s]
Batches: 100%|██████████| 2531/2531 [1:03:22<00:00,  1.50s/it]

Batches:  93%|█████████▎| 2359/2531 [1:02:50<01:04,  2.68it/s]
Batches:  94%|█████████▎| 2368/2531 [1:02:17<01:02,  2.62it/s]
Batches:  43%|████▎     | 1096/2531 [1:01:41<40:17,  1.68s/it]
Batches:  93%|█████████▎| 2360/2531 [1:02:50<01:05,  2.61it/s]
Batches:  94%|█████████▎| 2369/2531 [1:02:17<01:02,  2.59it/s]
Batches:  93%|█████████▎| 2361/2531 [1:02:51<01:06,  2.56it/s]
Batches:  94%|█████████▎| 2370/2531 [1:02:17<00:59,  2.69it/s]
Batches:  93%|█████████▎| 2362/2531 [1:02:51<01:04,  2.61it/s]
Batches:  94%|█████████▎| 2371/2531 [1:02:18<00:59,  2.71it/s]
Batches:  93%|█████████▎| 2363/2531 [1:02:51<01:03,  2.66it/s]
Batches:  94%|█████████▎| 2372/2531 [1:02:18<00:58,  2.73it/s]
Batches:  93%|█████████▎| 2364/2531 [1:02:52<01:04,  2.59it/s]
Batches:  43%|████▎     | 1097/2531 [1:01:43<40:01,  1.67s/it]
Batches:  94%|█████████▍| 2373/2531 [1:02:19<00:57,  2.74it/s]
Batches:  93%|█████████▎| 2365/2531 [1:02:52<01:02,  2.64it/s]
Batches:  94%|█████████▍| 2374/2531 [1:02:19<00:57,  2.75it/s]
Batches:  93%|█████████▎| 2366/2531 [1:02:52<01:01,  2.67it/s]
Batches:  94%|█████████▍| 2375/2531 [1:02:19<00:56,  2.75it/s]
Batches:  94%|█████████▎| 2367/2531 [1:02:53<00:59,  2.74it/s]
Batches:  94%|█████████▍| 2376/2531 [1:02:20<00:58,  2.66it/s]
Batches:  94%|█████████▎| 2368/2531 [1:02:53<01:03,  2.58it/s]
Batches:  94%|█████████▍| 2377/2531 [1:02:20<00:58,  2.62it/s]
Batches:  43%|████▎     | 1098/2531 [1:01:44<39:21,  1.65s/it]
Batches:  94%|█████████▎| 2369/2531 [1:02:54<01:01,  2.62it/s]
Batches:  94%|█████████▍| 2378/2531 [1:02:20<00:57,  2.65it/s]
Batches:  94%|█████████▎| 2370/2531 [1:02:54<00:59,  2.71it/s]
Batches:  94%|█████████▍| 2379/2531 [1:02:21<00:58,  2.61it/s]
Batches:  94%|█████████▎| 2371/2531 [1:02:54<00:58,  2.72it/s]
Batches:  94%|█████████▍| 2380/2531 [1:02:21<00:56,  2.65it/s]
Batches:  94%|█████████▎| 2372/2531 [1:02:55<00:59,  2.65it/s]
Batches:  94%|█████████▍| 2381/2531 [1:02:22<00:57,  2.60it/s]
Batches:  43%|████▎     | 1099/2531 [1:01:46<39:51,  1.67s/it]
Batches:  94%|█████████▍| 2373/2531 [1:02:55<01:00,  2.59it/s]
Batches:  94%|█████████▍| 2382/2531 [1:02:22<00:55,  2.69it/s]
Batches:  94%|█████████▍| 2374/2531 [1:02:55<00:59,  2.64it/s]
Batches:  94%|█████████▍| 2383/2531 [1:02:22<00:54,  2.70it/s]
Batches:  94%|█████████▍| 2375/2531 [1:02:56<01:00,  2.60it/s]
Batches:  94%|█████████▍| 2384/2531 [1:02:23<00:54,  2.72it/s]
Batches:  94%|█████████▍| 2376/2531 [1:02:56<00:57,  2.69it/s]
Batches:  94%|█████████▍| 2385/2531 [1:02:23<00:52,  2.78it/s]
Batches:  94%|█████████▍| 2377/2531 [1:02:57<00:56,  2.71it/s]
Batches:  94%|█████████▍| 2386/2531 [1:02:23<00:54,  2.68it/s]
Batches:  43%|████▎     | 1100/2531 [1:01:48<40:23,  1.69s/it]
Batches:  94%|█████████▍| 2378/2531 [1:02:57<00:55,  2.77it/s]
Batches:  94%|█████████▍| 2387/2531 [1:02:24<00:53,  2.70it/s]
Batches:  94%|█████████▍| 2379/2531 [1:02:57<00:56,  2.68it/s]
Batches:  94%|█████████▍| 2388/2531 [1:02:24<00:52,  2.72it/s]
Batches:  94%|█████████▍| 2380/2531 [1:02:58<00:56,  2.69it/s]
Batches:  94%|█████████▍| 2389/2531 [1:02:25<00:52,  2.72it/s]
Batches:  94%|█████████▍| 2381/2531 [1:02:58<00:57,  2.62it/s]
Batches:  94%|█████████▍| 2390/2531 [1:02:25<00:51,  2.73it/s]
Batches:  94%|█████████▍| 2382/2531 [1:02:58<00:57,  2.58it/s]
Batches:  94%|█████████▍| 2391/2531 [1:02:25<00:51,  2.74it/s]
Batches:  44%|████▎     | 1101/2531 [1:01:49<41:17,  1.73s/it]
Batches:  94%|█████████▍| 2383/2531 [1:02:59<00:56,  2.62it/s]
Batches:  95%|█████████▍| 2392/2531 [1:02:26<00:52,  2.65it/s]
Batches:  94%|█████████▍| 2384/2531 [1:02:59<00:57,  2.57it/s]
Batches:  95%|█████████▍| 2393/2531 [1:02:26<00:51,  2.67it/s]
Batches:  94%|█████████▍| 2385/2531 [1:03:00<00:54,  2.66it/s]
Batches:  95%|█████████▍| 2394/2531 [1:02:26<00:50,  2.70it/s]
Batches:  94%|█████████▍| 2386/2531 [1:03:00<00:55,  2.60it/s]
Batches:  95%|█████████▍| 2395/2531 [1:02:27<00:51,  2.63it/s]
Batches:  44%|████▎     | 1102/2531 [1:01:51<41:10,  1.73s/it]
Batches:  94%|█████████▍| 2387/2531 [1:03:00<00:54,  2.64it/s]
Batches:  95%|█████████▍| 2396/2531 [1:02:27<00:49,  2.72it/s]
Batches:  95%|█████████▍| 2397/2531 [1:02:27<00:48,  2.78it/s]
Batches:  94%|█████████▍| 2388/2531 [1:03:01<00:55,  2.57it/s]
Batches:  95%|█████████▍| 2398/2531 [1:02:28<00:48,  2.76it/s]
Batches:  94%|█████████▍| 2389/2531 [1:03:01<00:53,  2.66it/s]
Batches:  95%|█████████▍| 2399/2531 [1:02:28<00:47,  2.76it/s]
Batches:  94%|█████████▍| 2390/2531 [1:03:02<00:52,  2.68it/s]
Batches:  95%|█████████▍| 2400/2531 [1:02:29<00:49,  2.67it/s]
Batches:  94%|█████████▍| 2391/2531 [1:03:02<00:51,  2.69it/s]
Batches:  44%|████▎     | 1103/2531 [1:01:53<41:49,  1.76s/it]
Batches:  95%|█████████▍| 2392/2531 [1:03:02<00:51,  2.70it/s]
Batches:  95%|█████████▍| 2401/2531 [1:02:29<00:50,  2.60it/s]
Batches:  95%|█████████▍| 2393/2531 [1:03:03<00:49,  2.76it/s]
Batches:  95%|█████████▍| 2402/2531 [1:02:29<00:47,  2.69it/s]
Batches:  95%|█████████▍| 2394/2531 [1:03:03<00:48,  2.81it/s]
Batches:  95%|█████████▍| 2403/2531 [1:02:30<00:47,  2.71it/s]
Batches:  95%|█████████▍| 2395/2531 [1:03:03<00:47,  2.84it/s]
Batches:  95%|█████████▍| 2404/2531 [1:02:30<00:46,  2.72it/s]
Batches:  95%|█████████▍| 2396/2531 [1:03:04<00:45,  2.95it/s]
Batches:  95%|█████████▌| 2405/2531 [1:02:30<00:46,  2.74it/s]
Batches:  44%|████▎     | 1104/2531 [1:01:55<41:27,  1.74s/it]
Batches:  95%|█████████▍| 2397/2531 [1:03:04<00:46,  2.88it/s]
Batches:  95%|█████████▌| 2406/2531 [1:02:31<00:49,  2.52it/s]
Batches:  95%|█████████▍| 2398/2531 [1:03:04<00:45,  2.89it/s]
Batches:  95%|█████████▌| 2407/2531 [1:02:31<00:48,  2.58it/s]
Batches:  95%|█████████▍| 2399/2531 [1:03:05<00:46,  2.85it/s]
Batches:  95%|█████████▌| 2408/2531 [1:02:32<00:45,  2.68it/s]
Batches:  95%|█████████▍| 2400/2531 [1:03:05<00:45,  2.87it/s]
Batches:  95%|█████████▌| 2409/2531 [1:02:32<00:48,  2.54it/s]
Batches:  95%|█████████▍| 2401/2531 [1:03:05<00:47,  2.73it/s]
Batches:  95%|█████████▌| 2410/2531 [1:02:32<00:46,  2.60it/s]
Batches:  44%|████▎     | 1105/2531 [1:01:56<41:56,  1.76s/it]
Batches:  95%|█████████▍| 2402/2531 [1:03:06<00:47,  2.73it/s]
Batches:  95%|█████████▌| 2411/2531 [1:02:33<00:44,  2.70it/s]
Batches:  95%|█████████▍| 2403/2531 [1:03:06<00:46,  2.72it/s]
Batches:  95%|█████████▌| 2412/2531 [1:02:33<00:43,  2.71it/s]
Batches:  95%|█████████▍| 2404/2531 [1:03:07<00:46,  2.72it/s]
Batches:  95%|█████████▌| 2413/2531 [1:02:33<00:43,  2.72it/s]
Batches:  95%|█████████▌| 2405/2531 [1:03:07<00:47,  2.63it/s]
Batches:  95%|█████████▌| 2414/2531 [1:02:34<00:42,  2.73it/s]
Batches:  95%|█████████▌| 2406/2531 [1:03:07<00:47,  2.66it/s]
Batches:  44%|████▎     | 1106/2531 [1:01:58<41:32,  1.75s/it]
Batches:  95%|█████████▌| 2415/2531 [1:02:34<00:43,  2.66it/s]
Batches:  95%|█████████▌| 2407/2531 [1:03:08<00:46,  2.69it/s]
Batches:  95%|█████████▌| 2416/2531 [1:02:35<00:42,  2.74it/s]
Batches:  95%|█████████▌| 2408/2531 [1:03:08<00:45,  2.69it/s]
Batches:  95%|█████████▌| 2417/2531 [1:02:35<00:40,  2.79it/s]
Batches:  95%|█████████▌| 2409/2531 [1:03:08<00:45,  2.70it/s]
Batches:  96%|█████████▌| 2418/2531 [1:02:35<00:40,  2.77it/s]
Batches:  95%|█████████▌| 2410/2531 [1:03:09<00:46,  2.62it/s]
Batches:  96%|█████████▌| 2419/2531 [1:02:36<00:41,  2.68it/s]
Batches:  95%|█████████▌| 2411/2531 [1:03:09<00:45,  2.66it/s]
Overall progress:  25%|██▌       | 1/4 [1:04:40<3:14:00, 3880.11s/it]
Batches:  44%|████▎     | 1107/2531 [1:02:00<41:58,  1.77s/it]
Batches:  96%|█████████▌| 2420/2531 [1:02:36<00:40,  2.75it/s]
Batches:  95%|█████████▌| 2412/2531 [1:03:10<00:45,  2.62it/s]
Batches:  96%|█████████▌| 2421/2531 [1:02:36<00:39,  2.76it/s]
Batches:  95%|█████████▌| 2413/2531 [1:03:10<00:44,  2.64it/s]
Batches:  96%|█████████▌| 2422/2531 [1:02:37<00:39,  2.76it/s]
Batches:  95%|█████████▌| 2414/2531 [1:03:10<00:41,  2.80it/s]
Batches:  96%|█████████▌| 2423/2531 [1:02:37<00:39,  2.76it/s]
Batches:  95%|█████████▌| 2415/2531 [1:03:11<00:40,  2.84it/s]
Batches:  96%|█████████▌| 2424/2531 [1:02:37<00:38,  2.76it/s]
Batches:  95%|█████████▌| 2416/2531 [1:03:11<00:40,  2.80it/s]
Batches:  44%|████▍     | 1108/2531 [1:02:02<41:47,  1.76s/it]
Batches:  96%|█████████▌| 2425/2531 [1:02:38<00:38,  2.76it/s]
Batches:  95%|█████████▌| 2417/2531 [1:03:11<00:40,  2.78it/s]
Batches:  96%|█████████▌| 2426/2531 [1:02:38<00:38,  2.76it/s]
Batches:  96%|█████████▌| 2418/2531 [1:03:12<00:40,  2.77it/s]
Batches:  96%|█████████▌| 2427/2531 [1:02:38<00:35,  2.90it/s]
Batches:  96%|█████████▌| 2419/2531 [1:03:12<00:40,  2.77it/s]
Batches:  96%|█████████▌| 2428/2531 [1:02:39<00:36,  2.86it/s]
Batches:  96%|█████████▌| 2420/2531 [1:03:12<00:41,  2.66it/s]
Batches:  96%|█████████▌| 2429/2531 [1:02:39<00:36,  2.83it/s]
Batches:  96%|█████████▌| 2421/2531 [1:03:13<00:40,  2.74it/s]
Batches:  44%|████▍     | 1109/2531 [1:02:04<42:06,  1.78s/it]
Batches:  96%|█████████▌| 2430/2531 [1:02:40<00:35,  2.81it/s]
Batches:  96%|█████████▌| 2422/2531 [1:03:13<00:39,  2.73it/s]
Batches:  96%|█████████▌| 2431/2531 [1:02:40<00:35,  2.80it/s]
Batches:  96%|█████████▌| 2423/2531 [1:03:13<00:38,  2.79it/s]
Batches:  96%|█████████▌| 2432/2531 [1:02:40<00:33,  2.92it/s]
Batches:  96%|█████████▌| 2424/2531 [1:03:14<00:37,  2.83it/s]
Batches:  96%|█████████▌| 2433/2531 [1:02:41<00:34,  2.86it/s]
Batches:  96%|█████████▌| 2425/2531 [1:03:14<00:35,  2.95it/s]
Batches:  96%|█████████▌| 2434/2531 [1:02:41<00:34,  2.83it/s]
Batches:  96%|█████████▌| 2435/2531 [1:02:41<00:32,  2.95it/s]
Batches:  96%|█████████▌| 2426/2531 [1:03:15<00:39,  2.64it/s]
Batches:  44%|████▍     | 1110/2531 [1:02:05<42:23,  1.79s/it]
Batches:  96%|█████████▌| 2436/2531 [1:02:42<00:32,  2.89it/s]
Batches:  96%|█████████▌| 2427/2531 [1:03:15<00:38,  2.67it/s]
Batches:  96%|█████████▋| 2437/2531 [1:02:42<00:34,  2.76it/s]
Batches:  96%|█████████▌| 2428/2531 [1:03:15<00:39,  2.61it/s]
Batches:  96%|█████████▋| 2438/2531 [1:02:42<00:33,  2.76it/s]
Batches:  96%|█████████▌| 2429/2531 [1:03:16<00:38,  2.65it/s]
Batches:  96%|█████████▋| 2439/2531 [1:02:43<00:33,  2.76it/s]
Batches:  96%|█████████▌| 2430/2531 [1:03:16<00:37,  2.73it/s]
Batches:  44%|████▍     | 1111/2531 [1:02:07<41:37,  1.76s/it]
Batches:  96%|█████████▋| 2440/2531 [1:02:43<00:32,  2.82it/s]
Batches:  96%|█████████▌| 2431/2531 [1:03:16<00:36,  2.73it/s]
Batches:  96%|█████████▋| 2441/2531 [1:02:43<00:30,  2.94it/s]
Batches:  96%|█████████▌| 2432/2531 [1:03:17<00:34,  2.88it/s]
Batches:  96%|█████████▋| 2442/2531 [1:02:44<00:30,  2.89it/s]
Batches:  96%|█████████▌| 2433/2531 [1:03:17<00:34,  2.84it/s]
Batches:  97%|█████████▋| 2443/2531 [1:02:44<00:30,  2.86it/s]
Batches:  96%|█████████▌| 2434/2531 [1:03:17<00:33,  2.87it/s]
Batches:  97%|█████████▋| 2444/2531 [1:02:44<00:29,  2.98it/s]
Batches:  96%|█████████▌| 2435/2531 [1:03:18<00:33,  2.88it/s]
Batches:  44%|████▍     | 1112/2531 [1:02:09<40:58,  1.73s/it]
Batches:  97%|█████████▋| 2445/2531 [1:02:45<00:29,  2.91it/s]
Batches:  96%|█████████▌| 2436/2531 [1:03:18<00:33,  2.83it/s]
Batches:  97%|█████████▋| 2446/2531 [1:02:45<00:29,  2.86it/s]
Batches:  96%|█████████▋| 2437/2531 [1:03:19<00:33,  2.79it/s]
Batches:  97%|█████████▋| 2447/2531 [1:02:46<00:29,  2.83it/s]
Batches:  96%|█████████▋| 2438/2531 [1:03:19<00:33,  2.77it/s]
Batches:  97%|█████████▋| 2448/2531 [1:02:46<00:29,  2.81it/s]
Batches:  96%|█████████▋| 2439/2531 [1:03:19<00:33,  2.77it/s]
Batches:  97%|█████████▋| 2449/2531 [1:02:46<00:29,  2.79it/s]
Batches:  44%|████▍     | 1113/2531 [1:02:10<39:54,  1.69s/it]
Batches:  96%|█████████▋| 2440/2531 [1:03:20<00:33,  2.76it/s]
Batches:  97%|█████████▋| 2450/2531 [1:02:47<00:28,  2.83it/s]
Batches:  96%|█████████▋| 2441/2531 [1:03:20<00:32,  2.74it/s]
Batches:  97%|█████████▋| 2451/2531 [1:02:47<00:28,  2.81it/s]
Batches:  96%|█████████▋| 2442/2531 [1:03:20<00:31,  2.80it/s]
Batches:  97%|█████████▋| 2452/2531 [1:02:47<00:27,  2.86it/s]
Batches:  97%|█████████▋| 2443/2531 [1:03:21<00:31,  2.83it/s]
Batches:  97%|█████████▋| 2453/2531 [1:02:48<00:27,  2.82it/s]
Batches:  97%|█████████▋| 2444/2531 [1:03:21<00:30,  2.81it/s]
Batches:  44%|████▍     | 1114/2531 [1:02:12<39:35,  1.68s/it]
Batches:  97%|█████████▋| 2454/2531 [1:02:48<00:26,  2.94it/s]
Batches:  97%|█████████▋| 2445/2531 [1:03:21<00:30,  2.78it/s]
Batches:  97%|█████████▋| 2455/2531 [1:02:48<00:25,  2.95it/s]
Batches:  97%|█████████▋| 2446/2531 [1:03:22<00:30,  2.77it/s]
Batches:  97%|█████████▋| 2456/2531 [1:02:49<00:25,  2.89it/s]
Batches:  97%|█████████▋| 2447/2531 [1:03:22<00:29,  2.82it/s]
Batches:  97%|█████████▋| 2457/2531 [1:02:49<00:24,  3.01it/s]
Batches:  97%|█████████▋| 2448/2531 [1:03:22<00:29,  2.79it/s]
Batches:  97%|█████████▋| 2458/2531 [1:02:49<00:23,  3.09it/s]
Batches:  44%|████▍     | 1115/2531 [1:02:14<39:05,  1.66s/it]
Batches:  97%|█████████▋| 2449/2531 [1:03:23<00:29,  2.77it/s]
Batches:  97%|█████████▋| 2459/2531 [1:02:50<00:23,  3.05it/s]
Batches:  97%|█████████▋| 2450/2531 [1:03:23<00:27,  2.90it/s]
Batches:  97%|█████████▋| 2460/2531 [1:02:50<00:22,  3.11it/s]
Batches:  97%|█████████▋| 2451/2531 [1:03:23<00:27,  2.91it/s]
Batches:  97%|█████████▋| 2461/2531 [1:02:50<00:22,  3.06it/s]
Batches:  97%|█████████▋| 2452/2531 [1:03:24<00:26,  3.00it/s]
Batches:  97%|█████████▋| 2462/2531 [1:02:51<00:22,  3.12it/s]
Batches:  97%|█████████▋| 2453/2531 [1:03:24<00:25,  3.08it/s]
Batches:  97%|█████████▋| 2463/2531 [1:02:51<00:21,  3.17it/s]
Batches:  97%|█████████▋| 2454/2531 [1:03:24<00:25,  2.98it/s]
Batches:  97%|█████████▋| 2464/2531 [1:02:51<00:21,  3.10it/s]
Batches:  44%|████▍     | 1116/2531 [1:02:15<39:16,  1.67s/it]
Batches:  97%|█████████▋| 2455/2531 [1:03:25<00:25,  2.96it/s]
Batches:  97%|█████████▋| 2465/2531 [1:02:52<00:21,  3.06it/s]
Batches:  97%|█████████▋| 2456/2531 [1:03:25<00:25,  2.89it/s]
Batches:  97%|█████████▋| 2466/2531 [1:02:52<00:21,  2.96it/s]
Batches:  97%|█████████▋| 2457/2531 [1:03:26<00:25,  2.91it/s]
Batches:  97%|█████████▋| 2467/2531 [1:02:52<00:21,  2.96it/s]
Batches:  98%|█████████▊| 2468/2531 [1:02:53<00:21,  2.89it/s]
Batches:  97%|█████████▋| 2458/2531 [1:03:26<00:26,  2.75it/s]
Batches:  44%|████▍     | 1117/2531 [1:02:17<39:19,  1.67s/it]
Batches:  98%|█████████▊| 2469/2531 [1:02:53<00:21,  2.90it/s]
Batches:  97%|█████████▋| 2459/2531 [1:03:26<00:26,  2.74it/s]
Batches:  98%|█████████▊| 2470/2531 [1:02:53<00:20,  2.91it/s]
Batches:  97%|█████████▋| 2460/2531 [1:03:27<00:25,  2.74it/s]
Batches:  98%|█████████▊| 2471/2531 [1:02:54<00:20,  2.92it/s]
Batches:  97%|█████████▋| 2461/2531 [1:03:27<00:25,  2.73it/s]
Batches:  98%|█████████▊| 2472/2531 [1:02:54<00:20,  2.86it/s]
Batches:  97%|█████████▋| 2462/2531 [1:03:27<00:24,  2.79it/s]
Batches:  98%|█████████▊| 2473/2531 [1:02:54<00:20,  2.83it/s]
Batches:  97%|█████████▋| 2463/2531 [1:03:28<00:23,  2.92it/s]
Batches:  44%|████▍     | 1118/2531 [1:02:19<39:25,  1.67s/it]
Batches:  98%|█████████▊| 2474/2531 [1:02:55<00:19,  2.95it/s]
Batches:  97%|█████████▋| 2464/2531 [1:03:28<00:23,  2.85it/s]
Batches:  98%|█████████▊| 2475/2531 [1:02:55<00:18,  2.95it/s]
Batches:  97%|█████████▋| 2465/2531 [1:03:28<00:23,  2.81it/s]
Batches:  98%|█████████▊| 2476/2531 [1:02:55<00:18,  3.05it/s]
Batches:  97%|█████████▋| 2466/2531 [1:03:29<00:23,  2.79it/s]
Batches:  98%|█████████▊| 2477/2531 [1:02:56<00:17,  3.12it/s]
Batches:  97%|█████████▋| 2467/2531 [1:03:29<00:22,  2.84it/s]
Batches:  98%|█████████▊| 2478/2531 [1:02:56<00:16,  3.16it/s]
Batches:  98%|█████████▊| 2468/2531 [1:03:29<00:22,  2.86it/s]
Batches:  98%|█████████▊| 2479/2531 [1:02:56<00:16,  3.20it/s]
Batches:  44%|████▍     | 1119/2531 [1:02:20<39:39,  1.68s/it]
Batches:  98%|█████████▊| 2469/2531 [1:03:30<00:20,  2.97it/s]
Batches:  98%|█████████▊| 2480/2531 [1:02:57<00:16,  3.12it/s]
Batches:  98%|█████████▊| 2470/2531 [1:03:30<00:20,  2.96it/s]
Batches:  98%|█████████▊| 2481/2531 [1:02:57<00:16,  3.00it/s]
Batches:  98%|█████████▊| 2471/2531 [1:03:30<00:20,  2.95it/s]
Batches:  98%|█████████▊| 2482/2531 [1:02:57<00:16,  2.98it/s]
Batches:  98%|█████████▊| 2472/2531 [1:03:31<00:20,  2.88it/s]
Batches:  98%|█████████▊| 2483/2531 [1:02:58<00:15,  3.06it/s]
Batches:  98%|█████████▊| 2473/2531 [1:03:31<00:19,  2.99it/s]
Batches:  98%|█████████▊| 2484/2531 [1:02:58<00:15,  3.13it/s]
Batches:  44%|████▍     | 1120/2531 [1:02:22<39:21,  1.67s/it]
Batches:  98%|█████████▊| 2485/2531 [1:02:58<00:14,  3.18it/s]
Batches:  98%|█████████▊| 2474/2531 [1:03:31<00:19,  2.96it/s]
Batches:  98%|█████████▊| 2486/2531 [1:02:58<00:14,  3.21it/s]
Batches:  98%|█████████▊| 2475/2531 [1:03:32<00:19,  2.89it/s]
Batches:  98%|█████████▊| 2487/2531 [1:02:59<00:14,  3.06it/s]
Batches:  98%|█████████▊| 2476/2531 [1:03:32<00:18,  2.90it/s]
Batches:  98%|█████████▊| 2488/2531 [1:02:59<00:13,  3.13it/s]
Batches:  98%|█████████▊| 2477/2531 [1:03:33<00:18,  2.86it/s]
Batches:  98%|█████████▊| 2489/2531 [1:02:59<00:13,  3.19it/s]
Batches:  98%|█████████▊| 2478/2531 [1:03:33<00:17,  2.98it/s]
Batches:  44%|████▍     | 1121/2531 [1:02:24<38:59,  1.66s/it]
Batches:  98%|█████████▊| 2490/2531 [1:03:00<00:12,  3.23it/s]
Batches:  98%|█████████▊| 2479/2531 [1:03:33<00:16,  3.06it/s]
Batches:  98%|█████████▊| 2491/2531 [1:03:00<00:12,  3.24it/s]
Batches:  98%|█████████▊| 2480/2531 [1:03:34<00:17,  2.95it/s]
Batches:  98%|█████████▊| 2492/2531 [1:03:00<00:11,  3.25it/s]
Batches:  98%|█████████▊| 2481/2531 [1:03:34<00:17,  2.94it/s]
Batches:  98%|█████████▊| 2493/2531 [1:03:01<00:12,  3.09it/s]
Batches:  98%|█████████▊| 2482/2531 [1:03:34<00:17,  2.87it/s]
Batches:  99%|█████████▊| 2494/2531 [1:03:01<00:12,  3.05it/s]
Batches:  44%|████▍     | 1122/2531 [1:02:25<38:36,  1.64s/it]
Batches:  98%|█████████▊| 2483/2531 [1:03:35<00:16,  2.89it/s]
Batches:  99%|█████████▊| 2495/2531 [1:03:01<00:11,  3.12it/s]
Batches:  98%|█████████▊| 2484/2531 [1:03:35<00:15,  2.99it/s]
Batches:  99%|█████████▊| 2496/2531 [1:03:02<00:11,  3.17it/s]
Batches:  98%|█████████▊| 2485/2531 [1:03:35<00:14,  3.07it/s]
Batches:  99%|█████████▊| 2497/2531 [1:03:02<00:10,  3.20it/s]
Batches:  98%|█████████▊| 2486/2531 [1:03:36<00:14,  3.03it/s]
Batches:  99%|█████████▊| 2498/2531 [1:03:02<00:10,  3.12it/s]
Batches:  98%|█████████▊| 2487/2531 [1:03:36<00:14,  3.10it/s]
Batches:  99%|█████████▊| 2499/2531 [1:03:03<00:10,  3.17it/s]
Batches:  44%|████▍     | 1123/2531 [1:02:27<38:25,  1.64s/it]
Batches:  98%|█████████▊| 2488/2531 [1:03:36<00:13,  3.15it/s]
Batches:  99%|█████████▉| 2500/2531 [1:03:03<00:09,  3.10it/s]
Batches:  98%|█████████▊| 2489/2531 [1:03:36<00:13,  3.19it/s]
Batches:  99%|█████████▉| 2501/2531 [1:03:03<00:09,  3.06it/s]
Batches:  98%|█████████▊| 2490/2531 [1:03:37<00:13,  3.11it/s]
Batches:  99%|█████████▉| 2502/2531 [1:03:04<00:09,  3.12it/s]
Batches:  98%|█████████▊| 2491/2531 [1:03:37<00:13,  2.98it/s]
Batches:  99%|█████████▉| 2503/2531 [1:03:04<00:08,  3.17it/s]
Batches:  98%|█████████▊| 2492/2531 [1:03:37<00:13,  2.96it/s]
Batches:  99%|█████████▉| 2504/2531 [1:03:04<00:08,  3.20it/s]
Batches:  44%|████▍     | 1124/2531 [1:02:28<38:10,  1.63s/it]
Batches:  99%|█████████▉| 2505/2531 [1:03:04<00:08,  3.23it/s]
Batches:  98%|█████████▊| 2493/2531 [1:03:38<00:13,  2.88it/s]
Batches:  99%|█████████▉| 2506/2531 [1:03:05<00:07,  3.24it/s]
Batches:  99%|█████████▊| 2494/2531 [1:03:38<00:12,  2.98it/s]
Batches:  99%|█████████▉| 2507/2531 [1:03:05<00:07,  3.37it/s]
Batches:  99%|█████████▊| 2495/2531 [1:03:38<00:11,  3.07it/s]
Batches:  99%|█████████▉| 2508/2531 [1:03:05<00:06,  3.35it/s]
Batches:  99%|█████████▊| 2496/2531 [1:03:39<00:11,  3.13it/s]
Batches:  99%|█████████▉| 2509/2531 [1:03:06<00:06,  3.35it/s]
Batches:  99%|█████████▊| 2497/2531 [1:03:39<00:11,  3.06it/s]
Batches:  99%|█████████▉| 2510/2531 [1:03:06<00:06,  3.34it/s]
Batches:  99%|█████████▊| 2498/2531 [1:03:39<00:10,  3.12it/s]
Batches:  44%|████▍     | 1125/2531 [1:02:30<39:14,  1.67s/it]
Batches:  99%|█████████▉| 2511/2531 [1:03:06<00:06,  3.33it/s]
Batches:  99%|█████████▊| 2499/2531 [1:03:40<00:10,  3.07it/s]
Batches:  99%|█████████▉| 2512/2531 [1:03:07<00:05,  3.32it/s]
Batches:  99%|█████████▉| 2500/2531 [1:03:40<00:09,  3.13it/s]
Batches:  99%|█████████▉| 2513/2531 [1:03:07<00:05,  3.31it/s]
Batches:  99%|█████████▉| 2501/2531 [1:03:40<00:09,  3.17it/s]
Batches:  99%|█████████▉| 2514/2531 [1:03:07<00:05,  3.31it/s]
Batches:  99%|█████████▉| 2502/2531 [1:03:41<00:09,  3.21it/s]
Batches:  99%|█████████▉| 2515/2531 [1:03:07<00:04,  3.41it/s]
Batches:  99%|█████████▉| 2503/2531 [1:03:41<00:08,  3.23it/s]
Batches:  99%|█████████▉| 2516/2531 [1:03:08<00:04,  3.38it/s]
Batches:  44%|████▍     | 1126/2531 [1:02:32<39:13,  1.67s/it]
Batches:  99%|█████████▉| 2504/2531 [1:03:41<00:08,  3.25it/s]
Batches:  99%|█████████▉| 2517/2531 [1:03:08<00:04,  3.24it/s]
Batches:  99%|█████████▉| 2505/2531 [1:03:42<00:07,  3.26it/s]
Batches:  99%|█████████▉| 2518/2531 [1:03:08<00:03,  3.38it/s]
Batches:  99%|█████████▉| 2506/2531 [1:03:42<00:08,  3.08it/s]
Batches: 100%|█████████▉| 2519/2531 [1:03:09<00:03,  3.36it/s]
Batches: 100%|█████████▉| 2520/2531 [1:03:09<00:03,  3.45it/s]
Batches:  99%|█████████▉| 2507/2531 [1:03:42<00:07,  3.13it/s]
Batches: 100%|█████████▉| 2521/2531 [1:03:09<00:02,  3.52it/s]
Batches:  99%|█████████▉| 2508/2531 [1:03:43<00:07,  3.18it/s]
Batches: 100%|█████████▉| 2522/2531 [1:03:09<00:02,  3.58it/s]
Batches:  45%|████▍     | 1127/2531 [1:02:34<39:15,  1.68s/it]
Batches:  99%|█████████▉| 2509/2531 [1:03:43<00:06,  3.21it/s]
Batches: 100%|█████████▉| 2523/2531 [1:03:10<00:02,  3.50it/s]
Batches:  99%|█████████▉| 2510/2531 [1:03:43<00:06,  3.12it/s]
Batches: 100%|█████████▉| 2524/2531 [1:03:10<00:02,  3.44it/s]
Batches:  99%|█████████▉| 2511/2531 [1:03:43<00:06,  3.16it/s]
Batches: 100%|█████████▉| 2525/2531 [1:03:10<00:01,  3.28it/s]
Batches:  99%|█████████▉| 2512/2531 [1:03:44<00:06,  3.02it/s]
Batches: 100%|█████████▉| 2526/2531 [1:03:11<00:01,  3.39it/s]
Batches:  99%|█████████▉| 2513/2531 [1:03:44<00:05,  3.09it/s]
Batches: 100%|█████████▉| 2527/2531 [1:03:11<00:01,  3.49it/s]
Batches:  99%|█████████▉| 2514/2531 [1:03:44<00:05,  3.14it/s]
Batches: 100%|█████████▉| 2528/2531 [1:03:11<00:00,  3.55it/s]
Batches:  45%|████▍     | 1128/2531 [1:02:35<39:12,  1.68s/it]
Batches: 100%|█████████▉| 2529/2531 [1:03:12<00:00,  3.55it/s]
Batches:  99%|█████████▉| 2515/2531 [1:03:45<00:05,  3.07it/s]
Batches: 100%|█████████▉| 2530/2531 [1:03:12<00:00,  3.60it/s]
Batches: 100%|██████████| 2531/2531 [1:03:12<00:00,  1.50s/it]

Batches:  99%|█████████▉| 2516/2531 [1:03:45<00:04,  3.13it/s]
Batches:  99%|█████████▉| 2517/2531 [1:03:45<00:04,  3.17it/s]
Batches:  99%|█████████▉| 2518/2531 [1:03:46<00:04,  3.10it/s]
Batches: 100%|█████████▉| 2519/2531 [1:03:46<00:03,  3.05it/s]
Batches:  45%|████▍     | 1129/2531 [1:02:37<39:25,  1.69s/it]
Batches: 100%|█████████▉| 2520/2531 [1:03:46<00:03,  3.02it/s]
Batches: 100%|█████████▉| 2521/2531 [1:03:47<00:03,  3.09it/s]
Batches: 100%|█████████▉| 2522/2531 [1:03:47<00:02,  3.25it/s]
Batches: 100%|█████████▉| 2523/2531 [1:03:47<00:02,  3.38it/s]
Batches: 100%|█████████▉| 2524/2531 [1:03:48<00:01,  3.55it/s]
Batches: 100%|█████████▉| 2525/2531 [1:03:48<00:01,  3.47it/s]
Batches:  45%|████▍     | 1130/2531 [1:02:39<38:57,  1.67s/it]
Batches: 100%|█████████▉| 2526/2531 [1:03:48<00:01,  3.39it/s]
Batches: 100%|█████████▉| 2527/2531 [1:03:48<00:01,  3.36it/s]
Batches: 100%|█████████▉| 2528/2531 [1:03:49<00:00,  3.34it/s]
Batches: 100%|█████████▉| 2529/2531 [1:03:49<00:00,  3.32it/s]
Batches: 100%|█████████▉| 2530/2531 [1:03:49<00:00,  3.42it/s]
Batches: 100%|██████████| 2531/2531 [1:03:49<00:00,  1.51s/it]

Batches:  45%|████▍     | 1131/2531 [1:02:40<38:46,  1.66s/it]
Batches:  45%|████▍     | 1132/2531 [1:02:42<38:12,  1.64s/it]
Batches:  45%|████▍     | 1133/2531 [1:02:44<38:14,  1.64s/it]
Batches:  45%|████▍     | 1134/2531 [1:02:45<38:24,  1.65s/it]
Batches:  45%|████▍     | 1135/2531 [1:02:47<39:02,  1.68s/it]
Batches:  45%|████▍     | 1136/2531 [1:02:48<38:07,  1.64s/it]
Batches:  45%|████▍     | 1137/2531 [1:02:50<38:23,  1.65s/it]
Batches:  45%|████▍     | 1138/2531 [1:02:52<38:19,  1.65s/it]
Batches:  45%|████▌     | 1139/2531 [1:02:53<38:16,  1.65s/it]
Batches:  45%|████▌     | 1140/2531 [1:02:55<38:25,  1.66s/it]
Batches:  45%|████▌     | 1141/2531 [1:02:57<37:52,  1.64s/it]
Batches:  45%|████▌     | 1142/2531 [1:02:58<38:46,  1.68s/it]
Batches:  45%|████▌     | 1143/2531 [1:03:00<38:02,  1.64s/it]
Batches:  45%|████▌     | 1144/2531 [1:03:02<38:53,  1.68s/it]
Batches:  45%|████▌     | 1145/2531 [1:03:03<38:10,  1.65s/it]
Batches:  45%|████▌     | 1146/2531 [1:03:05<38:47,  1.68s/it]
Overall progress:  50%|█████     | 2/4 [1:05:46<54:33, 1636.81s/it]  
Batches:  45%|████▌     | 1147/2531 [1:03:07<38:05,  1.65s/it]
Batches:  45%|████▌     | 1148/2531 [1:03:08<38:02,  1.65s/it]
Batches:  45%|████▌     | 1149/2531 [1:03:10<39:49,  1.73s/it]
Batches:  45%|████▌     | 1150/2531 [1:03:12<39:13,  1.70s/it]
Batches:  45%|████▌     | 1151/2531 [1:03:14<39:28,  1.72s/it]
Batches:  46%|████▌     | 1152/2531 [1:03:15<38:47,  1.69s/it]
Batches:  46%|████▌     | 1153/2531 [1:03:17<39:18,  1.71s/it]
Batches:  46%|████▌     | 1154/2531 [1:03:19<39:06,  1.70s/it]
Batches:  46%|████▌     | 1155/2531 [1:03:20<38:24,  1.67s/it]
Batches:  46%|████▌     | 1156/2531 [1:03:22<37:31,  1.64s/it]
Batches:  46%|████▌     | 1157/2531 [1:03:24<37:16,  1.63s/it]
Batches:  46%|████▌     | 1158/2531 [1:03:25<36:52,  1.61s/it]
Batches:  46%|████▌     | 1159/2531 [1:03:27<36:25,  1.59s/it]
Batches:  46%|████▌     | 1160/2531 [1:03:28<36:45,  1.61s/it]
Batches:  46%|████▌     | 1161/2531 [1:03:30<36:28,  1.60s/it]
Batches:  46%|████▌     | 1162/2531 [1:03:31<36:15,  1.59s/it]
Batches:  46%|████▌     | 1163/2531 [1:03:33<36:07,  1.58s/it]
Batches:  46%|████▌     | 1164/2531 [1:03:35<37:21,  1.64s/it]
Batches:  46%|████▌     | 1165/2531 [1:03:36<36:52,  1.62s/it]
Batches:  46%|████▌     | 1166/2531 [1:03:38<37:41,  1.66s/it]
Batches:  46%|████▌     | 1167/2531 [1:03:40<38:17,  1.68s/it]
Batches:  46%|████▌     | 1168/2531 [1:03:41<37:35,  1.65s/it]
Batches:  46%|████▌     | 1169/2531 [1:03:43<37:04,  1.63s/it]
Batches:  46%|████▌     | 1170/2531 [1:03:45<36:36,  1.61s/it]
Batches:  46%|████▋     | 1171/2531 [1:03:46<36:18,  1.60s/it]
Batches:  46%|████▋     | 1172/2531 [1:03:48<36:24,  1.61s/it]
Batches:  46%|████▋     | 1173/2531 [1:03:49<37:04,  1.64s/it]
Batches:  46%|████▋     | 1174/2531 [1:03:51<37:21,  1.65s/it]
Batches:  46%|████▋     | 1175/2531 [1:03:53<36:51,  1.63s/it]
Batches:  46%|████▋     | 1176/2531 [1:03:54<37:24,  1.66s/it]
Batches:  47%|████▋     | 1177/2531 [1:03:56<36:48,  1.63s/it]
Batches:  47%|████▋     | 1178/2531 [1:03:58<36:37,  1.62s/it]
Batches:  47%|████▋     | 1179/2531 [1:03:59<35:41,  1.58s/it]
Batches:  47%|████▋     | 1180/2531 [1:04:01<35:47,  1.59s/it]
Batches:  47%|████▋     | 1181/2531 [1:04:02<35:23,  1.57s/it]
Batches:  47%|████▋     | 1182/2531 [1:04:04<36:16,  1.61s/it]
Batches:  47%|████▋     | 1183/2531 [1:04:06<36:12,  1.61s/it]
Batches:  47%|████▋     | 1184/2531 [1:04:07<35:28,  1.58s/it]
Batches:  47%|████▋     | 1185/2531 [1:04:09<35:44,  1.59s/it]
Batches:  47%|████▋     | 1186/2531 [1:04:10<35:01,  1.56s/it]
Batches:  47%|████▋     | 1187/2531 [1:04:12<35:18,  1.58s/it]
Batches:  47%|████▋     | 1188/2531 [1:04:14<36:09,  1.62s/it]
Batches:  47%|████▋     | 1189/2531 [1:04:15<35:56,  1.61s/it]
Batches:  47%|████▋     | 1190/2531 [1:04:17<36:41,  1.64s/it]
Batches:  47%|████▋     | 1191/2531 [1:04:18<36:52,  1.65s/it]
Batches:  47%|████▋     | 1192/2531 [1:04:20<36:03,  1.62s/it]
Batches:  47%|████▋     | 1193/2531 [1:04:22<36:38,  1.64s/it]
Batches:  47%|████▋     | 1194/2531 [1:04:23<35:53,  1.61s/it]
Batches:  47%|████▋     | 1195/2531 [1:04:25<35:21,  1.59s/it]
Batches:  47%|████▋     | 1196/2531 [1:04:27<36:53,  1.66s/it]
Batches:  47%|████▋     | 1197/2531 [1:04:28<37:03,  1.67s/it]
Batches:  47%|████▋     | 1198/2531 [1:04:30<35:50,  1.61s/it]
Batches:  47%|████▋     | 1199/2531 [1:04:31<34:58,  1.58s/it]
Batches:  47%|████▋     | 1200/2531 [1:04:33<35:11,  1.59s/it]
Batches:  47%|████▋     | 1201/2531 [1:04:35<35:59,  1.62s/it]
Batches:  47%|████▋     | 1202/2531 [1:04:36<36:20,  1.64s/it]
Batches:  48%|████▊     | 1203/2531 [1:04:38<35:26,  1.60s/it]
Batches:  48%|████▊     | 1204/2531 [1:04:39<35:03,  1.59s/it]
Batches:  48%|████▊     | 1205/2531 [1:04:41<35:11,  1.59s/it]
Batches:  48%|████▊     | 1206/2531 [1:04:43<35:56,  1.63s/it]
Batches:  48%|████▊     | 1207/2531 [1:04:44<36:28,  1.65s/it]
Batches:  48%|████▊     | 1208/2531 [1:04:46<35:19,  1.60s/it]
Batches:  48%|████▊     | 1209/2531 [1:04:47<34:57,  1.59s/it]
Batches:  48%|████▊     | 1210/2531 [1:04:49<34:26,  1.56s/it]
Batches:  48%|████▊     | 1211/2531 [1:04:51<34:47,  1.58s/it]
Batches:  48%|████▊     | 1212/2531 [1:04:52<34:41,  1.58s/it]
Batches:  48%|████▊     | 1213/2531 [1:04:54<34:04,  1.55s/it]
Batches:  48%|████▊     | 1214/2531 [1:04:55<33:37,  1.53s/it]
Batches:  48%|████▊     | 1215/2531 [1:04:57<33:42,  1.54s/it]
Batches:  48%|████▊     | 1216/2531 [1:04:58<33:45,  1.54s/it]
Batches:  48%|████▊     | 1217/2531 [1:05:00<33:23,  1.53s/it]
Batches:  48%|████▊     | 1218/2531 [1:05:01<33:06,  1.51s/it]
Batches:  48%|████▊     | 1219/2531 [1:05:03<32:44,  1.50s/it]
Batches:  48%|████▊     | 1220/2531 [1:05:04<32:38,  1.49s/it]
Batches:  48%|████▊     | 1221/2531 [1:05:06<32:43,  1.50s/it]
Batches:  48%|████▊     | 1222/2531 [1:05:07<32:39,  1.50s/it]
Batches:  48%|████▊     | 1223/2531 [1:05:09<32:34,  1.49s/it]
Batches:  48%|████▊     | 1224/2531 [1:05:10<32:30,  1.49s/it]
Batches:  48%|████▊     | 1225/2531 [1:05:12<32:59,  1.52s/it]
Batches:  48%|████▊     | 1226/2531 [1:05:13<32:45,  1.51s/it]
Batches:  48%|████▊     | 1227/2531 [1:05:15<32:35,  1.50s/it]
Batches:  49%|████▊     | 1228/2531 [1:05:16<32:39,  1.50s/it]
Batches:  49%|████▊     | 1229/2531 [1:05:18<32:31,  1.50s/it]
Batches:  49%|████▊     | 1230/2531 [1:05:19<32:11,  1.48s/it]
Batches:  49%|████▊     | 1231/2531 [1:05:21<33:03,  1.53s/it]
Batches:  49%|████▊     | 1232/2531 [1:05:22<33:33,  1.55s/it]
Batches:  49%|████▊     | 1233/2531 [1:05:24<34:09,  1.58s/it]
Batches:  49%|████▉     | 1234/2531 [1:05:26<34:34,  1.60s/it]
Batches:  49%|████▉     | 1235/2531 [1:05:27<35:43,  1.65s/it]
Batches:  49%|████▉     | 1236/2531 [1:05:29<34:37,  1.60s/it]
Batches:  49%|████▉     | 1237/2531 [1:05:30<34:41,  1.61s/it]
Batches:  49%|████▉     | 1238/2531 [1:05:32<33:52,  1.57s/it]
Batches:  49%|████▉     | 1239/2531 [1:05:34<34:20,  1.60s/it]
Batches:  49%|████▉     | 1240/2531 [1:05:35<34:39,  1.61s/it]
Batches:  49%|████▉     | 1241/2531 [1:05:37<34:41,  1.61s/it]
Batches:  49%|████▉     | 1242/2531 [1:05:39<34:42,  1.62s/it]
Batches:  49%|████▉     | 1243/2531 [1:05:40<34:09,  1.59s/it]
Batches:  49%|████▉     | 1244/2531 [1:05:42<33:26,  1.56s/it]
Batches:  49%|████▉     | 1245/2531 [1:05:43<32:18,  1.51s/it]
Batches:  49%|████▉     | 1246/2531 [1:05:45<33:00,  1.54s/it]
Batches:  49%|████▉     | 1247/2531 [1:05:46<32:27,  1.52s/it]
Batches:  49%|████▉     | 1248/2531 [1:05:48<33:05,  1.55s/it]
Batches:  49%|████▉     | 1249/2531 [1:05:49<33:33,  1.57s/it]
Batches:  49%|████▉     | 1250/2531 [1:05:51<34:29,  1.62s/it]
Batches:  49%|████▉     | 1251/2531 [1:05:53<34:29,  1.62s/it]
Batches:  49%|████▉     | 1252/2531 [1:05:54<33:27,  1.57s/it]
Batches:  50%|████▉     | 1253/2531 [1:05:56<33:45,  1.58s/it]
Batches:  50%|████▉     | 1254/2531 [1:05:57<33:57,  1.60s/it]
Batches:  50%|████▉     | 1255/2531 [1:05:59<34:04,  1.60s/it]
Batches:  50%|████▉     | 1256/2531 [1:06:01<34:33,  1.63s/it]
Batches:  50%|████▉     | 1257/2531 [1:06:02<34:23,  1.62s/it]
Batches:  50%|████▉     | 1258/2531 [1:06:04<33:38,  1.59s/it]
Batches:  50%|████▉     | 1259/2531 [1:06:05<33:50,  1.60s/it]
Batches:  50%|████▉     | 1260/2531 [1:06:07<33:24,  1.58s/it]
Batches:  50%|████▉     | 1261/2531 [1:06:08<32:34,  1.54s/it]
Batches:  50%|████▉     | 1262/2531 [1:06:10<32:12,  1.52s/it]
Batches:  50%|████▉     | 1263/2531 [1:06:11<32:06,  1.52s/it]
Batches:  50%|████▉     | 1264/2531 [1:06:13<31:52,  1.51s/it]
Batches:  50%|████▉     | 1265/2531 [1:06:14<31:31,  1.49s/it]
Batches:  50%|█████     | 1266/2531 [1:06:16<32:12,  1.53s/it]
Batches:  50%|█████     | 1267/2531 [1:06:17<31:55,  1.52s/it]
Batches:  50%|█████     | 1268/2531 [1:06:19<31:51,  1.51s/it]
Batches:  50%|█████     | 1269/2531 [1:06:20<31:38,  1.50s/it]
Batches:  50%|█████     | 1270/2531 [1:06:22<31:20,  1.49s/it]
Batches:  50%|█████     | 1271/2531 [1:06:23<31:16,  1.49s/it]
Batches:  50%|█████     | 1272/2531 [1:06:25<31:04,  1.48s/it]
Batches:  50%|█████     | 1273/2531 [1:06:26<31:36,  1.51s/it]
Batches:  50%|█████     | 1274/2531 [1:06:28<31:25,  1.50s/it]
Batches:  50%|█████     | 1275/2531 [1:06:29<31:04,  1.48s/it]
Batches:  50%|█████     | 1276/2531 [1:06:31<30:54,  1.48s/it]
Batches:  50%|█████     | 1277/2531 [1:06:32<30:45,  1.47s/it]
Batches:  50%|█████     | 1278/2531 [1:06:34<31:35,  1.51s/it]
Batches:  51%|█████     | 1279/2531 [1:06:35<31:55,  1.53s/it]
Batches:  51%|█████     | 1280/2531 [1:06:37<31:26,  1.51s/it]
Batches:  51%|█████     | 1281/2531 [1:06:38<31:06,  1.49s/it]
Batches:  51%|█████     | 1282/2531 [1:06:40<30:24,  1.46s/it]
Batches:  51%|█████     | 1283/2531 [1:06:41<30:34,  1.47s/it]
Batches:  51%|█████     | 1284/2531 [1:06:43<31:28,  1.51s/it]
Batches:  51%|█████     | 1285/2531 [1:06:44<30:53,  1.49s/it]
Batches:  51%|█████     | 1286/2531 [1:06:46<30:52,  1.49s/it]
Batches:  51%|█████     | 1287/2531 [1:06:47<30:49,  1.49s/it]
Batches:  51%|█████     | 1288/2531 [1:06:49<30:48,  1.49s/it]
Batches:  51%|█████     | 1289/2531 [1:06:50<31:08,  1.50s/it]
Batches:  51%|█████     | 1290/2531 [1:06:52<30:51,  1.49s/it]
Batches:  51%|█████     | 1291/2531 [1:06:53<31:08,  1.51s/it]
Batches:  51%|█████     | 1292/2531 [1:06:55<31:29,  1.52s/it]
Batches:  51%|█████     | 1293/2531 [1:06:56<31:02,  1.50s/it]
Batches:  51%|█████     | 1294/2531 [1:06:58<30:39,  1.49s/it]
Batches:  51%|█████     | 1295/2531 [1:06:59<30:38,  1.49s/it]
Batches:  51%|█████     | 1296/2531 [1:07:01<31:08,  1.51s/it]
Batches:  51%|█████     | 1297/2531 [1:07:02<31:29,  1.53s/it]
Batches:  51%|█████▏    | 1298/2531 [1:07:04<31:01,  1.51s/it]
Batches:  51%|█████▏    | 1299/2531 [1:07:05<30:36,  1.49s/it]
Batches:  51%|█████▏    | 1300/2531 [1:07:07<30:04,  1.47s/it]
Batches:  51%|█████▏    | 1301/2531 [1:07:08<29:34,  1.44s/it]
Batches:  51%|█████▏    | 1302/2531 [1:07:10<30:21,  1.48s/it]
Batches:  51%|█████▏    | 1303/2531 [1:07:11<30:12,  1.48s/it]
Batches:  52%|█████▏    | 1304/2531 [1:07:12<30:02,  1.47s/it]
Batches:  52%|█████▏    | 1305/2531 [1:07:14<29:24,  1.44s/it]
Batches:  52%|█████▏    | 1306/2531 [1:07:15<28:43,  1.41s/it]
Batches:  52%|█████▏    | 1307/2531 [1:07:17<28:50,  1.41s/it]
Batches:  52%|█████▏    | 1308/2531 [1:07:18<28:55,  1.42s/it]
Batches:  52%|█████▏    | 1309/2531 [1:07:19<28:32,  1.40s/it]
Batches:  52%|█████▏    | 1310/2531 [1:07:21<29:27,  1.45s/it]
Batches:  52%|█████▏    | 1311/2531 [1:07:22<29:35,  1.46s/it]
Batches:  52%|█████▏    | 1312/2531 [1:07:24<29:12,  1.44s/it]
Batches:  52%|█████▏    | 1313/2531 [1:07:25<30:07,  1.48s/it]
Batches:  52%|█████▏    | 1314/2531 [1:07:27<30:01,  1.48s/it]
Batches:  52%|█████▏    | 1315/2531 [1:07:28<29:20,  1.45s/it]
Batches:  52%|█████▏    | 1316/2531 [1:07:30<29:28,  1.46s/it]
Batches:  52%|█████▏    | 1317/2531 [1:07:31<29:19,  1.45s/it]
Batches:  52%|█████▏    | 1318/2531 [1:07:33<29:58,  1.48s/it]
Batches:  52%|█████▏    | 1319/2531 [1:07:34<29:32,  1.46s/it]
Batches:  52%|█████▏    | 1320/2531 [1:07:36<28:59,  1.44s/it]
Batches:  52%|█████▏    | 1321/2531 [1:07:37<29:43,  1.47s/it]
Batches:  52%|█████▏    | 1322/2531 [1:07:38<28:53,  1.43s/it]
Batches:  52%|█████▏    | 1323/2531 [1:07:40<28:40,  1.42s/it]
Batches:  52%|█████▏    | 1324/2531 [1:07:41<29:37,  1.47s/it]
Batches:  52%|█████▏    | 1325/2531 [1:07:43<30:09,  1.50s/it]
Batches:  52%|█████▏    | 1326/2531 [1:07:44<29:47,  1.48s/it]
Batches:  52%|█████▏    | 1327/2531 [1:07:46<29:22,  1.46s/it]
Batches:  52%|█████▏    | 1328/2531 [1:07:47<29:20,  1.46s/it]
Batches:  53%|█████▎    | 1329/2531 [1:07:49<29:19,  1.46s/it]
Batches:  53%|█████▎    | 1330/2531 [1:07:50<29:18,  1.46s/it]
Batches:  53%|█████▎    | 1331/2531 [1:07:52<28:54,  1.45s/it]
Batches:  53%|█████▎    | 1332/2531 [1:07:53<28:50,  1.44s/it]
Batches:  53%|█████▎    | 1333/2531 [1:07:55<29:10,  1.46s/it]
Batches:  53%|█████▎    | 1334/2531 [1:07:56<29:55,  1.50s/it]
Batches:  53%|█████▎    | 1335/2531 [1:07:58<29:55,  1.50s/it]
Batches:  53%|█████▎    | 1336/2531 [1:07:59<30:03,  1.51s/it]
Batches:  53%|█████▎    | 1337/2531 [1:08:01<30:00,  1.51s/it]
Batches:  53%|█████▎    | 1338/2531 [1:08:02<29:57,  1.51s/it]
Batches:  53%|█████▎    | 1339/2531 [1:08:04<29:09,  1.47s/it]
Batches:  53%|█████▎    | 1340/2531 [1:08:05<28:31,  1.44s/it]
Batches:  53%|█████▎    | 1341/2531 [1:08:06<28:16,  1.43s/it]
Batches:  53%|█████▎    | 1342/2531 [1:08:08<27:20,  1.38s/it]
Batches:  53%|█████▎    | 1343/2531 [1:08:09<27:03,  1.37s/it]
Batches:  53%|█████▎    | 1344/2531 [1:08:10<27:00,  1.37s/it]
Batches:  53%|█████▎    | 1345/2531 [1:08:12<26:58,  1.36s/it]
Batches:  53%|█████▎    | 1346/2531 [1:08:13<27:08,  1.37s/it]
Batches:  53%|█████▎    | 1347/2531 [1:08:14<26:52,  1.36s/it]
Batches:  53%|█████▎    | 1348/2531 [1:08:16<26:19,  1.34s/it]
Batches:  53%|█████▎    | 1349/2531 [1:08:17<26:27,  1.34s/it]
Batches:  53%|█████▎    | 1350/2531 [1:08:18<26:31,  1.35s/it]
Batches:  53%|█████▎    | 1351/2531 [1:08:20<26:34,  1.35s/it]
Batches:  53%|█████▎    | 1352/2531 [1:08:21<26:48,  1.36s/it]
Batches:  53%|█████▎    | 1353/2531 [1:08:23<27:05,  1.38s/it]
Batches:  53%|█████▎    | 1354/2531 [1:08:24<26:56,  1.37s/it]
Batches:  54%|█████▎    | 1355/2531 [1:08:25<27:03,  1.38s/it]
Batches:  54%|█████▎    | 1356/2531 [1:08:27<27:15,  1.39s/it]
Batches:  54%|█████▎    | 1357/2531 [1:08:28<26:37,  1.36s/it]
Batches:  54%|█████▎    | 1358/2531 [1:08:30<27:42,  1.42s/it]
Batches:  54%|█████▎    | 1359/2531 [1:08:31<27:56,  1.43s/it]
Batches:  54%|█████▎    | 1360/2531 [1:08:33<28:36,  1.47s/it]
Batches:  54%|█████▍    | 1361/2531 [1:08:34<27:58,  1.43s/it]
Batches:  54%|█████▍    | 1362/2531 [1:08:35<28:19,  1.45s/it]
Batches:  54%|█████▍    | 1363/2531 [1:08:37<27:59,  1.44s/it]
Batches:  54%|█████▍    | 1364/2531 [1:08:38<27:01,  1.39s/it]
Batches:  54%|█████▍    | 1365/2531 [1:08:40<27:25,  1.41s/it]
Batches:  54%|█████▍    | 1366/2531 [1:08:41<28:03,  1.45s/it]
Batches:  54%|█████▍    | 1367/2531 [1:08:42<27:37,  1.42s/it]
Batches:  54%|█████▍    | 1368/2531 [1:08:44<27:33,  1.42s/it]
Batches:  54%|█████▍    | 1369/2531 [1:08:45<27:24,  1.42s/it]
Batches:  54%|█████▍    | 1370/2531 [1:08:47<27:43,  1.43s/it]
Batches:  54%|█████▍    | 1371/2531 [1:08:48<28:14,  1.46s/it]
Batches:  54%|█████▍    | 1372/2531 [1:08:50<28:35,  1.48s/it]
Batches:  54%|█████▍    | 1373/2531 [1:08:51<28:40,  1.49s/it]
Batches:  54%|█████▍    | 1374/2531 [1:08:53<27:56,  1.45s/it]
Batches:  54%|█████▍    | 1375/2531 [1:08:54<27:37,  1.43s/it]
Batches:  54%|█████▍    | 1376/2531 [1:08:55<27:24,  1.42s/it]
Batches:  54%|█████▍    | 1377/2531 [1:08:57<27:15,  1.42s/it]
Batches:  54%|█████▍    | 1378/2531 [1:08:58<27:50,  1.45s/it]
Batches:  54%|█████▍    | 1379/2531 [1:09:00<28:05,  1.46s/it]
Batches:  55%|█████▍    | 1380/2531 [1:09:01<27:29,  1.43s/it]
Batches:  55%|█████▍    | 1381/2531 [1:09:03<27:59,  1.46s/it]
Batches:  55%|█████▍    | 1382/2531 [1:09:04<28:11,  1.47s/it]
Batches:  55%|█████▍    | 1383/2531 [1:09:06<27:31,  1.44s/it]
Batches:  55%|█████▍    | 1384/2531 [1:09:07<27:04,  1.42s/it]
Batches:  55%|█████▍    | 1385/2531 [1:09:09<28:01,  1.47s/it]
Batches:  55%|█████▍    | 1386/2531 [1:09:10<27:14,  1.43s/it]
Batches:  55%|█████▍    | 1387/2531 [1:09:11<27:37,  1.45s/it]
Batches:  55%|█████▍    | 1388/2531 [1:09:13<26:57,  1.41s/it]
Batches:  55%|█████▍    | 1389/2531 [1:09:14<26:41,  1.40s/it]
Batches:  55%|█████▍    | 1390/2531 [1:09:16<26:25,  1.39s/it]
Batches:  55%|█████▍    | 1391/2531 [1:09:17<26:52,  1.41s/it]
Batches:  55%|█████▍    | 1392/2531 [1:09:18<26:51,  1.42s/it]
Batches:  55%|█████▌    | 1393/2531 [1:09:20<26:35,  1.40s/it]
Batches:  55%|█████▌    | 1394/2531 [1:09:21<26:19,  1.39s/it]
Batches:  55%|█████▌    | 1395/2531 [1:09:22<26:08,  1.38s/it]
Batches:  55%|█████▌    | 1396/2531 [1:09:24<25:51,  1.37s/it]
Batches:  55%|█████▌    | 1397/2531 [1:09:25<26:00,  1.38s/it]
Batches:  55%|█████▌    | 1398/2531 [1:09:27<26:05,  1.38s/it]
Batches:  55%|█████▌    | 1399/2531 [1:09:28<26:00,  1.38s/it]
Batches:  55%|█████▌    | 1400/2531 [1:09:30<26:46,  1.42s/it]
Batches:  55%|█████▌    | 1401/2531 [1:09:31<26:57,  1.43s/it]
Batches:  55%|█████▌    | 1402/2531 [1:09:32<27:16,  1.45s/it]
Batches:  55%|█████▌    | 1403/2531 [1:09:34<27:21,  1.46s/it]
Batches:  55%|█████▌    | 1404/2531 [1:09:35<26:51,  1.43s/it]
Batches:  56%|█████▌    | 1405/2531 [1:09:37<26:26,  1.41s/it]
Batches:  56%|█████▌    | 1406/2531 [1:09:38<26:53,  1.43s/it]
Batches:  56%|█████▌    | 1407/2531 [1:09:40<27:28,  1.47s/it]
Batches:  56%|█████▌    | 1408/2531 [1:09:41<26:53,  1.44s/it]
Batches:  56%|█████▌    | 1409/2531 [1:09:42<26:17,  1.41s/it]
Batches:  56%|█████▌    | 1410/2531 [1:09:44<26:43,  1.43s/it]
Batches:  56%|█████▌    | 1411/2531 [1:09:45<26:53,  1.44s/it]
Batches:  56%|█████▌    | 1412/2531 [1:09:47<26:47,  1.44s/it]
Batches:  56%|█████▌    | 1413/2531 [1:09:48<27:18,  1.47s/it]
Batches:  56%|█████▌    | 1414/2531 [1:09:50<26:31,  1.42s/it]
Batches:  56%|█████▌    | 1415/2531 [1:09:51<26:24,  1.42s/it]
Batches:  56%|█████▌    | 1416/2531 [1:09:53<26:37,  1.43s/it]
Batches:  56%|█████▌    | 1417/2531 [1:09:54<26:23,  1.42s/it]
Batches:  56%|█████▌    | 1418/2531 [1:09:55<26:35,  1.43s/it]
Batches:  56%|█████▌    | 1419/2531 [1:09:57<26:09,  1.41s/it]
Batches:  56%|█████▌    | 1420/2531 [1:09:58<26:06,  1.41s/it]
Batches:  56%|█████▌    | 1421/2531 [1:09:59<25:47,  1.39s/it]
Batches:  56%|█████▌    | 1422/2531 [1:10:01<25:33,  1.38s/it]
Batches:  56%|█████▌    | 1423/2531 [1:10:02<25:23,  1.38s/it]
Batches:  56%|█████▋    | 1424/2531 [1:10:04<25:51,  1.40s/it]
Batches:  56%|█████▋    | 1425/2531 [1:10:05<25:34,  1.39s/it]
Batches:  56%|█████▋    | 1426/2531 [1:10:06<25:34,  1.39s/it]
Batches:  56%|█████▋    | 1427/2531 [1:10:08<25:45,  1.40s/it]
Batches:  56%|█████▋    | 1428/2531 [1:10:09<25:04,  1.36s/it]
Batches:  56%|█████▋    | 1429/2531 [1:10:10<25:00,  1.36s/it]
Batches:  56%|█████▋    | 1430/2531 [1:10:12<25:00,  1.36s/it]
Batches:  57%|█████▋    | 1431/2531 [1:10:13<25:27,  1.39s/it]
Batches:  57%|█████▋    | 1432/2531 [1:10:15<25:32,  1.39s/it]
Batches:  57%|█████▋    | 1433/2531 [1:10:16<25:50,  1.41s/it]
Batches:  57%|█████▋    | 1434/2531 [1:10:17<25:29,  1.39s/it]
Batches:  57%|█████▋    | 1435/2531 [1:10:19<25:15,  1.38s/it]
Batches:  57%|█████▋    | 1436/2531 [1:10:20<24:57,  1.37s/it]
Batches:  57%|█████▋    | 1437/2531 [1:10:22<25:03,  1.37s/it]
Batches:  57%|█████▋    | 1438/2531 [1:10:23<24:46,  1.36s/it]
Batches:  57%|█████▋    | 1439/2531 [1:10:24<24:18,  1.34s/it]
Batches:  57%|█████▋    | 1440/2531 [1:10:26<25:08,  1.38s/it]
Batches:  57%|█████▋    | 1441/2531 [1:10:27<24:58,  1.37s/it]
Batches:  57%|█████▋    | 1442/2531 [1:10:28<24:41,  1.36s/it]
Batches:  57%|█████▋    | 1443/2531 [1:10:30<24:55,  1.37s/it]
Batches:  57%|█████▋    | 1444/2531 [1:10:31<24:58,  1.38s/it]
Batches:  57%|█████▋    | 1445/2531 [1:10:32<24:40,  1.36s/it]
Batches:  57%|█████▋    | 1446/2531 [1:10:34<24:08,  1.33s/it]
Batches:  57%|█████▋    | 1447/2531 [1:10:35<23:46,  1.32s/it]
Batches:  57%|█████▋    | 1448/2531 [1:10:36<24:32,  1.36s/it]
Batches:  57%|█████▋    | 1449/2531 [1:10:38<25:00,  1.39s/it]
Batches:  57%|█████▋    | 1450/2531 [1:10:39<25:19,  1.41s/it]
Batches:  57%|█████▋    | 1451/2531 [1:10:41<25:18,  1.41s/it]
Batches:  57%|█████▋    | 1452/2531 [1:10:42<25:31,  1.42s/it]
Batches:  57%|█████▋    | 1453/2531 [1:10:44<24:42,  1.38s/it]
Batches:  57%|█████▋    | 1454/2531 [1:10:45<25:08,  1.40s/it]
Batches:  57%|█████▋    | 1455/2531 [1:10:46<24:26,  1.36s/it]
Batches:  58%|█████▊    | 1456/2531 [1:10:48<23:56,  1.34s/it]
Batches:  58%|█████▊    | 1457/2531 [1:10:49<24:24,  1.36s/it]
Batches:  58%|█████▊    | 1458/2531 [1:10:50<23:54,  1.34s/it]
Batches:  58%|█████▊    | 1459/2531 [1:10:52<24:01,  1.35s/it]
Batches:  58%|█████▊    | 1460/2531 [1:10:53<23:41,  1.33s/it]
Batches:  58%|█████▊    | 1461/2531 [1:10:54<23:21,  1.31s/it]
Batches:  58%|█████▊    | 1462/2531 [1:10:55<23:11,  1.30s/it]
Batches:  58%|█████▊    | 1463/2531 [1:10:57<23:44,  1.33s/it]
Batches:  58%|█████▊    | 1464/2531 [1:10:58<23:52,  1.34s/it]
Batches:  58%|█████▊    | 1465/2531 [1:11:00<24:25,  1.38s/it]
Batches:  58%|█████▊    | 1466/2531 [1:11:01<24:35,  1.39s/it]
Batches:  58%|█████▊    | 1467/2531 [1:11:02<24:27,  1.38s/it]
Batches:  58%|█████▊    | 1468/2531 [1:11:04<24:17,  1.37s/it]
Batches:  58%|█████▊    | 1469/2531 [1:11:05<24:33,  1.39s/it]
Batches:  58%|█████▊    | 1470/2531 [1:11:07<24:43,  1.40s/it]
Batches:  58%|█████▊    | 1471/2531 [1:11:08<23:48,  1.35s/it]
Batches:  58%|█████▊    | 1472/2531 [1:11:09<23:26,  1.33s/it]
Batches:  58%|█████▊    | 1473/2531 [1:11:10<23:36,  1.34s/it]
Batches:  58%|█████▊    | 1474/2531 [1:11:12<23:16,  1.32s/it]
Batches:  58%|█████▊    | 1475/2531 [1:11:13<23:35,  1.34s/it]
Batches:  58%|█████▊    | 1476/2531 [1:11:14<23:15,  1.32s/it]
Batches:  58%|█████▊    | 1477/2531 [1:11:16<23:00,  1.31s/it]
Batches:  58%|█████▊    | 1478/2531 [1:11:17<23:30,  1.34s/it]
Batches:  58%|█████▊    | 1479/2531 [1:11:18<23:07,  1.32s/it]
Batches:  58%|█████▊    | 1480/2531 [1:11:20<23:09,  1.32s/it]
Batches:  59%|█████▊    | 1481/2531 [1:11:21<23:39,  1.35s/it]
Batches:  59%|█████▊    | 1482/2531 [1:11:22<23:00,  1.32s/it]
Batches:  59%|█████▊    | 1483/2531 [1:11:24<23:11,  1.33s/it]
Batches:  59%|█████▊    | 1484/2531 [1:11:25<22:40,  1.30s/it]
Batches:  59%|█████▊    | 1485/2531 [1:11:26<22:58,  1.32s/it]
Batches:  59%|█████▊    | 1486/2531 [1:11:28<22:45,  1.31s/it]
Batches:  59%|█████▉    | 1487/2531 [1:11:29<22:20,  1.28s/it]
Batches:  59%|█████▉    | 1488/2531 [1:11:30<22:17,  1.28s/it]
Batches:  59%|█████▉    | 1489/2531 [1:11:31<22:40,  1.31s/it]
Batches:  59%|█████▉    | 1490/2531 [1:11:33<22:27,  1.29s/it]
Batches:  59%|█████▉    | 1491/2531 [1:11:34<22:20,  1.29s/it]
Batches:  59%|█████▉    | 1492/2531 [1:11:35<22:56,  1.33s/it]
Batches:  59%|█████▉    | 1493/2531 [1:11:37<22:39,  1.31s/it]
Batches:  59%|█████▉    | 1494/2531 [1:11:38<22:01,  1.27s/it]
Batches:  59%|█████▉    | 1495/2531 [1:11:39<21:47,  1.26s/it]
Batches:  59%|█████▉    | 1496/2531 [1:11:41<22:25,  1.30s/it]
Batches:  59%|█████▉    | 1497/2531 [1:11:42<22:15,  1.29s/it]
Batches:  59%|█████▉    | 1498/2531 [1:11:43<22:54,  1.33s/it]
Batches:  59%|█████▉    | 1499/2531 [1:11:45<22:37,  1.32s/it]
Batches:  59%|█████▉    | 1500/2531 [1:11:46<22:10,  1.29s/it]
Batches:  59%|█████▉    | 1501/2531 [1:11:47<22:38,  1.32s/it]
Batches:  59%|█████▉    | 1502/2531 [1:11:48<22:23,  1.31s/it]
Batches:  59%|█████▉    | 1503/2531 [1:11:50<22:12,  1.30s/it]
Batches:  59%|█████▉    | 1504/2531 [1:11:51<22:02,  1.29s/it]
Batches:  59%|█████▉    | 1505/2531 [1:11:52<21:55,  1.28s/it]
Batches:  60%|█████▉    | 1506/2531 [1:11:54<22:26,  1.31s/it]
Batches:  60%|█████▉    | 1507/2531 [1:11:55<22:47,  1.34s/it]
Batches:  60%|█████▉    | 1508/2531 [1:11:56<22:51,  1.34s/it]
Batches:  60%|█████▉    | 1509/2531 [1:11:58<22:31,  1.32s/it]
Batches:  60%|█████▉    | 1510/2531 [1:11:59<22:39,  1.33s/it]
Batches:  60%|█████▉    | 1511/2531 [1:12:00<22:07,  1.30s/it]
Batches:  60%|█████▉    | 1512/2531 [1:12:01<21:57,  1.29s/it]
Batches:  60%|█████▉    | 1513/2531 [1:12:03<22:30,  1.33s/it]
Batches:  60%|█████▉    | 1514/2531 [1:12:04<22:53,  1.35s/it]
Batches:  60%|█████▉    | 1515/2531 [1:12:06<23:03,  1.36s/it]
Batches:  60%|█████▉    | 1516/2531 [1:12:07<22:33,  1.33s/it]
Batches:  60%|█████▉    | 1517/2531 [1:12:08<21:49,  1.29s/it]
Batches:  60%|█████▉    | 1518/2531 [1:12:09<21:45,  1.29s/it]
Batches:  60%|██████    | 1519/2531 [1:12:11<22:35,  1.34s/it]
Batches:  60%|██████    | 1520/2531 [1:12:12<22:15,  1.32s/it]
Batches:  60%|██████    | 1521/2531 [1:12:13<21:37,  1.28s/it]
Batches:  60%|██████    | 1522/2531 [1:12:15<21:09,  1.26s/it]
Batches:  60%|██████    | 1523/2531 [1:12:16<20:48,  1.24s/it]
Batches:  60%|██████    | 1524/2531 [1:12:17<20:56,  1.25s/it]
Batches:  60%|██████    | 1525/2531 [1:12:18<21:29,  1.28s/it]
Batches:  60%|██████    | 1526/2531 [1:12:20<21:00,  1.25s/it]
Batches:  60%|██████    | 1527/2531 [1:12:21<21:28,  1.28s/it]
Batches:  60%|██████    | 1528/2531 [1:12:22<21:47,  1.30s/it]
Batches:  60%|██████    | 1529/2531 [1:12:24<22:04,  1.32s/it]
Batches:  60%|██████    | 1530/2531 [1:12:25<21:36,  1.29s/it]
Batches:  60%|██████    | 1531/2531 [1:12:26<21:04,  1.26s/it]
Batches:  61%|██████    | 1532/2531 [1:12:27<21:05,  1.27s/it]
Batches:  61%|██████    | 1533/2531 [1:12:28<20:34,  1.24s/it]
Batches:  61%|██████    | 1534/2531 [1:12:30<20:44,  1.25s/it]
Batches:  61%|██████    | 1535/2531 [1:12:31<21:24,  1.29s/it]
Batches:  61%|██████    | 1536/2531 [1:12:32<21:34,  1.30s/it]
Batches:  61%|██████    | 1537/2531 [1:12:34<21:50,  1.32s/it]
Batches:  61%|██████    | 1538/2531 [1:12:35<21:34,  1.30s/it]
Batches:  61%|██████    | 1539/2531 [1:12:36<21:25,  1.30s/it]
Batches:  61%|██████    | 1540/2531 [1:12:38<21:18,  1.29s/it]
Batches:  61%|██████    | 1541/2531 [1:12:39<20:59,  1.27s/it]
Batches:  61%|██████    | 1542/2531 [1:12:40<21:00,  1.27s/it]
Batches:  61%|██████    | 1543/2531 [1:12:41<20:58,  1.27s/it]
Batches:  61%|██████    | 1544/2531 [1:12:43<20:26,  1.24s/it]
Batches:  61%|██████    | 1545/2531 [1:12:44<20:57,  1.28s/it]
Batches:  61%|██████    | 1546/2531 [1:12:45<21:11,  1.29s/it]
Batches:  61%|██████    | 1547/2531 [1:12:47<21:20,  1.30s/it]
Batches:  61%|██████    | 1548/2531 [1:12:48<20:58,  1.28s/it]
Batches:  61%|██████    | 1549/2531 [1:12:49<21:18,  1.30s/it]
Batches:  61%|██████    | 1550/2531 [1:12:51<21:47,  1.33s/it]
Batches:  61%|██████▏   | 1551/2531 [1:12:52<21:50,  1.34s/it]
Batches:  61%|██████▏   | 1552/2531 [1:12:53<21:53,  1.34s/it]
Batches:  61%|██████▏   | 1553/2531 [1:12:55<21:09,  1.30s/it]
Batches:  61%|██████▏   | 1554/2531 [1:12:56<21:23,  1.31s/it]
Batches:  61%|██████▏   | 1555/2531 [1:12:57<20:39,  1.27s/it]
Batches:  61%|██████▏   | 1556/2531 [1:12:58<21:01,  1.29s/it]
Batches:  62%|██████▏   | 1557/2531 [1:13:00<20:55,  1.29s/it]
Batches:  62%|██████▏   | 1558/2531 [1:13:01<21:04,  1.30s/it]
Batches:  62%|██████▏   | 1559/2531 [1:13:02<20:43,  1.28s/it]
Batches:  62%|██████▏   | 1560/2531 [1:13:03<20:10,  1.25s/it]
Batches:  62%|██████▏   | 1561/2531 [1:13:05<20:04,  1.24s/it]
Batches:  62%|██████▏   | 1562/2531 [1:13:06<20:38,  1.28s/it]
Batches:  62%|██████▏   | 1563/2531 [1:13:07<20:23,  1.26s/it]
Batches:  62%|██████▏   | 1564/2531 [1:13:09<20:39,  1.28s/it]
Batches:  62%|██████▏   | 1565/2531 [1:13:10<20:05,  1.25s/it]
Batches:  62%|██████▏   | 1566/2531 [1:13:11<19:48,  1.23s/it]
Batches:  62%|██████▏   | 1567/2531 [1:13:12<19:46,  1.23s/it]
Batches:  62%|██████▏   | 1568/2531 [1:13:13<19:34,  1.22s/it]
Batches:  62%|██████▏   | 1569/2531 [1:13:15<19:50,  1.24s/it]
Batches:  62%|██████▏   | 1570/2531 [1:13:16<19:28,  1.22s/it]
Batches:  62%|██████▏   | 1571/2531 [1:13:17<19:20,  1.21s/it]
Batches:  62%|██████▏   | 1572/2531 [1:13:18<19:14,  1.20s/it]
Batches:  62%|██████▏   | 1573/2531 [1:13:19<19:31,  1.22s/it]
Batches:  62%|██████▏   | 1574/2531 [1:13:21<19:44,  1.24s/it]
Batches:  62%|██████▏   | 1575/2531 [1:13:22<20:16,  1.27s/it]
Batches:  62%|██████▏   | 1576/2531 [1:13:23<20:17,  1.27s/it]
Batches:  62%|██████▏   | 1577/2531 [1:13:25<19:52,  1.25s/it]
Batches:  62%|██████▏   | 1578/2531 [1:13:26<19:56,  1.26s/it]
Batches:  62%|██████▏   | 1579/2531 [1:13:27<20:03,  1.26s/it]
Batches:  62%|██████▏   | 1580/2531 [1:13:28<19:41,  1.24s/it]
Batches:  62%|██████▏   | 1581/2531 [1:13:30<19:48,  1.25s/it]
Batches:  63%|██████▎   | 1582/2531 [1:13:31<19:14,  1.22s/it]
Batches:  63%|██████▎   | 1583/2531 [1:13:32<18:51,  1.19s/it]
Batches:  63%|██████▎   | 1584/2531 [1:13:33<19:09,  1.21s/it]
Batches:  63%|██████▎   | 1585/2531 [1:13:34<19:27,  1.23s/it]
Batches:  63%|██████▎   | 1586/2531 [1:13:36<19:35,  1.24s/it]
Batches:  63%|██████▎   | 1587/2531 [1:13:37<19:42,  1.25s/it]
Batches:  63%|██████▎   | 1588/2531 [1:13:38<19:48,  1.26s/it]
Batches:  63%|██████▎   | 1589/2531 [1:13:39<19:52,  1.27s/it]
Batches:  63%|██████▎   | 1590/2531 [1:13:41<19:23,  1.24s/it]
Batches:  63%|██████▎   | 1591/2531 [1:13:42<18:54,  1.21s/it]
Batches:  63%|██████▎   | 1592/2531 [1:13:43<18:31,  1.18s/it]
Batches:  63%|██████▎   | 1593/2531 [1:13:44<18:35,  1.19s/it]
Batches:  63%|██████▎   | 1594/2531 [1:13:45<18:19,  1.17s/it]
Batches:  63%|██████▎   | 1595/2531 [1:13:46<18:17,  1.17s/it]
Batches:  63%|██████▎   | 1596/2531 [1:13:48<18:15,  1.17s/it]
Batches:  63%|██████▎   | 1597/2531 [1:13:49<18:43,  1.20s/it]
Batches:  63%|██████▎   | 1598/2531 [1:13:50<19:03,  1.23s/it]
Batches:  63%|██████▎   | 1599/2531 [1:13:51<19:17,  1.24s/it]
Batches:  63%|██████▎   | 1600/2531 [1:13:53<19:22,  1.25s/it]
Batches:  63%|██████▎   | 1601/2531 [1:13:54<18:48,  1.21s/it]
Batches:  63%|██████▎   | 1602/2531 [1:13:55<19:03,  1.23s/it]
Batches:  63%|██████▎   | 1603/2531 [1:13:56<18:52,  1.22s/it]
Batches:  63%|██████▎   | 1604/2531 [1:13:58<19:03,  1.23s/it]
Batches:  63%|██████▎   | 1605/2531 [1:13:59<19:01,  1.23s/it]
Batches:  63%|██████▎   | 1606/2531 [1:14:00<18:31,  1.20s/it]
Batches:  63%|██████▎   | 1607/2531 [1:14:01<18:12,  1.18s/it]
Batches:  64%|██████▎   | 1608/2531 [1:14:02<18:07,  1.18s/it]
Batches:  64%|██████▎   | 1609/2531 [1:14:03<18:31,  1.21s/it]
Batches:  64%|██████▎   | 1610/2531 [1:14:05<18:20,  1.19s/it]
Batches:  64%|██████▎   | 1611/2531 [1:14:06<18:41,  1.22s/it]
Batches:  64%|██████▎   | 1612/2531 [1:14:07<18:34,  1.21s/it]
Batches:  64%|██████▎   | 1613/2531 [1:14:08<18:48,  1.23s/it]
Batches:  64%|██████▍   | 1614/2531 [1:14:10<18:37,  1.22s/it]
Batches:  64%|██████▍   | 1615/2531 [1:14:11<18:50,  1.23s/it]
Batches:  64%|██████▍   | 1616/2531 [1:14:12<18:31,  1.21s/it]
Batches:  64%|██████▍   | 1617/2531 [1:14:13<18:24,  1.21s/it]
Batches:  64%|██████▍   | 1618/2531 [1:14:14<18:19,  1.20s/it]
Batches:  64%|██████▍   | 1619/2531 [1:14:16<17:58,  1.18s/it]
Batches:  64%|██████▍   | 1620/2531 [1:14:17<18:20,  1.21s/it]
Batches:  64%|██████▍   | 1621/2531 [1:14:18<18:25,  1.22s/it]
Batches:  64%|██████▍   | 1622/2531 [1:14:19<18:38,  1.23s/it]
Batches:  64%|██████▍   | 1623/2531 [1:14:21<18:47,  1.24s/it]
Batches:  64%|██████▍   | 1624/2531 [1:14:22<18:32,  1.23s/it]
Batches:  64%|██████▍   | 1625/2531 [1:14:23<18:15,  1.21s/it]
Batches:  64%|██████▍   | 1626/2531 [1:14:24<18:19,  1.21s/it]
Batches:  64%|██████▍   | 1627/2531 [1:14:25<18:35,  1.23s/it]
Batches:  64%|██████▍   | 1628/2531 [1:14:27<18:16,  1.21s/it]
Batches:  64%|██████▍   | 1629/2531 [1:14:28<17:51,  1.19s/it]
Batches:  64%|██████▍   | 1630/2531 [1:14:29<18:14,  1.22s/it]
Batches:  64%|██████▍   | 1631/2531 [1:14:30<17:52,  1.19s/it]
Batches:  64%|██████▍   | 1632/2531 [1:14:31<17:44,  1.18s/it]
Batches:  65%|██████▍   | 1633/2531 [1:14:32<17:28,  1.17s/it]
Batches:  65%|██████▍   | 1634/2531 [1:14:34<17:17,  1.16s/it]
Batches:  65%|██████▍   | 1635/2531 [1:14:35<17:25,  1.17s/it]
Batches:  65%|██████▍   | 1636/2531 [1:14:36<17:24,  1.17s/it]
Batches:  65%|██████▍   | 1637/2531 [1:14:37<16:58,  1.14s/it]
Batches:  65%|██████▍   | 1638/2531 [1:14:38<16:38,  1.12s/it]
Batches:  65%|██████▍   | 1639/2531 [1:14:39<17:07,  1.15s/it]
Batches:  65%|██████▍   | 1640/2531 [1:14:40<16:59,  1.14s/it]
Batches:  65%|██████▍   | 1641/2531 [1:14:42<16:57,  1.14s/it]
Batches:  65%|██████▍   | 1642/2531 [1:14:43<17:09,  1.16s/it]
Batches:  65%|██████▍   | 1643/2531 [1:14:44<16:48,  1.14s/it]
Batches:  65%|██████▍   | 1644/2531 [1:14:45<17:02,  1.15s/it]
Batches:  65%|██████▍   | 1645/2531 [1:14:46<17:11,  1.16s/it]
Batches:  65%|██████▌   | 1646/2531 [1:14:47<17:11,  1.17s/it]
Batches:  65%|██████▌   | 1647/2531 [1:14:49<17:17,  1.17s/it]
Batches:  65%|██████▌   | 1648/2531 [1:14:50<17:06,  1.16s/it]
Batches:  65%|██████▌   | 1649/2531 [1:14:51<17:12,  1.17s/it]
Batches:  65%|██████▌   | 1650/2531 [1:14:52<17:17,  1.18s/it]
Batches:  65%|██████▌   | 1651/2531 [1:14:53<17:03,  1.16s/it]
Batches:  65%|██████▌   | 1652/2531 [1:14:54<16:17,  1.11s/it]
Batches:  65%|██████▌   | 1653/2531 [1:14:55<16:38,  1.14s/it]
Batches:  65%|██████▌   | 1654/2531 [1:14:57<16:52,  1.15s/it]
Batches:  65%|██████▌   | 1655/2531 [1:14:58<17:02,  1.17s/it]
Batches:  65%|██████▌   | 1656/2531 [1:14:59<16:52,  1.16s/it]
Batches:  65%|██████▌   | 1657/2531 [1:15:00<17:10,  1.18s/it]
Batches:  66%|██████▌   | 1658/2531 [1:15:01<16:58,  1.17s/it]
Batches:  66%|██████▌   | 1659/2531 [1:15:02<16:49,  1.16s/it]
Batches:  66%|██████▌   | 1660/2531 [1:15:04<16:29,  1.14s/it]
Batches:  66%|██████▌   | 1661/2531 [1:15:05<16:11,  1.12s/it]
Batches:  66%|██████▌   | 1662/2531 [1:15:06<15:58,  1.10s/it]
Batches:  66%|██████▌   | 1663/2531 [1:15:07<16:06,  1.11s/it]
Batches:  66%|██████▌   | 1664/2531 [1:15:08<15:57,  1.10s/it]
Batches:  66%|██████▌   | 1665/2531 [1:15:09<16:01,  1.11s/it]
Batches:  66%|██████▌   | 1666/2531 [1:15:10<16:22,  1.14s/it]
Batches:  66%|██████▌   | 1667/2531 [1:15:11<16:04,  1.12s/it]
Batches:  66%|██████▌   | 1668/2531 [1:15:12<16:06,  1.12s/it]
Batches:  66%|██████▌   | 1669/2531 [1:15:14<16:07,  1.12s/it]
Batches:  66%|██████▌   | 1670/2531 [1:15:15<16:10,  1.13s/it]
Batches:  66%|██████▌   | 1671/2531 [1:15:16<16:26,  1.15s/it]
Batches:  66%|██████▌   | 1672/2531 [1:15:17<16:20,  1.14s/it]
Batches:  66%|██████▌   | 1673/2531 [1:15:18<16:01,  1.12s/it]
Batches:  66%|██████▌   | 1674/2531 [1:15:19<16:02,  1.12s/it]
Batches:  66%|██████▌   | 1675/2531 [1:15:20<16:12,  1.14s/it]
Batches:  66%|██████▌   | 1676/2531 [1:15:21<16:09,  1.13s/it]
Batches:  66%|██████▋   | 1677/2531 [1:15:23<16:07,  1.13s/it]
Batches:  66%|██████▋   | 1678/2531 [1:15:24<16:22,  1.15s/it]
Batches:  66%|██████▋   | 1679/2531 [1:15:25<16:17,  1.15s/it]
Batches:  66%|██████▋   | 1680/2531 [1:15:26<16:13,  1.14s/it]
Batches:  66%|██████▋   | 1681/2531 [1:15:27<16:23,  1.16s/it]
Batches:  66%|██████▋   | 1682/2531 [1:15:28<16:18,  1.15s/it]
Batches:  66%|██████▋   | 1683/2531 [1:15:30<16:21,  1.16s/it]
Batches:  67%|██████▋   | 1684/2531 [1:15:31<15:59,  1.13s/it]
Batches:  67%|██████▋   | 1685/2531 [1:15:32<16:14,  1.15s/it]
Batches:  67%|██████▋   | 1686/2531 [1:15:33<16:22,  1.16s/it]
Batches:  67%|██████▋   | 1687/2531 [1:15:34<16:15,  1.16s/it]
Batches:  67%|██████▋   | 1688/2531 [1:15:35<16:22,  1.17s/it]
Batches:  67%|██████▋   | 1689/2531 [1:15:37<16:14,  1.16s/it]
Batches:  67%|██████▋   | 1690/2531 [1:15:38<15:54,  1.13s/it]
Batches:  67%|██████▋   | 1691/2531 [1:15:39<15:39,  1.12s/it]
Batches:  67%|██████▋   | 1692/2531 [1:15:40<15:40,  1.12s/it]
Batches:  67%|██████▋   | 1693/2531 [1:15:41<15:57,  1.14s/it]
Batches:  67%|██████▋   | 1694/2531 [1:15:42<15:53,  1.14s/it]
Batches:  67%|██████▋   | 1695/2531 [1:15:43<15:49,  1.14s/it]
Batches:  67%|██████▋   | 1696/2531 [1:15:44<16:01,  1.15s/it]
Batches:  67%|██████▋   | 1697/2531 [1:15:46<16:11,  1.16s/it]
Batches:  67%|██████▋   | 1698/2531 [1:15:47<16:10,  1.17s/it]
Batches:  67%|██████▋   | 1699/2531 [1:15:48<16:00,  1.15s/it]
Batches:  67%|██████▋   | 1700/2531 [1:15:49<15:52,  1.15s/it]
Batches:  67%|██████▋   | 1701/2531 [1:15:50<15:47,  1.14s/it]
Batches:  67%|██████▋   | 1702/2531 [1:15:51<15:45,  1.14s/it]
Batches:  67%|██████▋   | 1703/2531 [1:15:52<15:08,  1.10s/it]
Batches:  67%|██████▋   | 1704/2531 [1:15:53<15:16,  1.11s/it]
Batches:  67%|██████▋   | 1705/2531 [1:15:55<15:20,  1.11s/it]
Batches:  67%|██████▋   | 1706/2531 [1:15:56<15:11,  1.10s/it]
Batches:  67%|██████▋   | 1707/2531 [1:15:57<14:43,  1.07s/it]
Batches:  67%|██████▋   | 1708/2531 [1:15:58<14:41,  1.07s/it]
Batches:  68%|██████▊   | 1709/2531 [1:15:59<14:54,  1.09s/it]
Batches:  68%|██████▊   | 1710/2531 [1:16:00<15:03,  1.10s/it]
Batches:  68%|██████▊   | 1711/2531 [1:16:01<15:11,  1.11s/it]
Batches:  68%|██████▊   | 1712/2531 [1:16:02<15:14,  1.12s/it]
Batches:  68%|██████▊   | 1713/2531 [1:16:03<15:04,  1.11s/it]
Batches:  68%|██████▊   | 1714/2531 [1:16:04<14:55,  1.10s/it]
Batches:  68%|██████▊   | 1715/2531 [1:16:06<15:02,  1.11s/it]
Batches:  68%|██████▊   | 1716/2531 [1:16:07<14:55,  1.10s/it]
Batches:  68%|██████▊   | 1717/2531 [1:16:08<15:02,  1.11s/it]
Batches:  68%|██████▊   | 1718/2531 [1:16:09<15:06,  1.12s/it]
Batches:  68%|██████▊   | 1719/2531 [1:16:10<14:55,  1.10s/it]
Batches:  68%|██████▊   | 1720/2531 [1:16:11<14:36,  1.08s/it]
Batches:  68%|██████▊   | 1721/2531 [1:16:12<14:33,  1.08s/it]
Batches:  68%|██████▊   | 1722/2531 [1:16:13<14:30,  1.08s/it]
Batches:  68%|██████▊   | 1723/2531 [1:16:14<14:42,  1.09s/it]
Batches:  68%|██████▊   | 1724/2531 [1:16:15<14:50,  1.10s/it]
Batches:  68%|██████▊   | 1725/2531 [1:16:17<15:04,  1.12s/it]
Batches:  68%|██████▊   | 1726/2531 [1:16:18<14:52,  1.11s/it]
Batches:  68%|██████▊   | 1727/2531 [1:16:19<14:44,  1.10s/it]
Batches:  68%|██████▊   | 1728/2531 [1:16:20<14:36,  1.09s/it]
Batches:  68%|██████▊   | 1729/2531 [1:16:21<14:44,  1.10s/it]
Batches:  68%|██████▊   | 1730/2531 [1:16:22<14:50,  1.11s/it]
Batches:  68%|██████▊   | 1731/2531 [1:16:23<14:39,  1.10s/it]
Batches:  68%|██████▊   | 1732/2531 [1:16:24<14:45,  1.11s/it]
Batches:  68%|██████▊   | 1733/2531 [1:16:25<14:49,  1.11s/it]
Batches:  69%|██████▊   | 1734/2531 [1:16:26<14:15,  1.07s/it]
Batches:  69%|██████▊   | 1735/2531 [1:16:27<14:27,  1.09s/it]
Batches:  69%|██████▊   | 1736/2531 [1:16:29<14:36,  1.10s/it]
Batches:  69%|██████▊   | 1737/2531 [1:16:30<14:42,  1.11s/it]
Batches:  69%|██████▊   | 1738/2531 [1:16:31<14:32,  1.10s/it]
Batches:  69%|██████▊   | 1739/2531 [1:16:32<14:15,  1.08s/it]
Batches:  69%|██████▊   | 1740/2531 [1:16:33<14:13,  1.08s/it]
Batches:  69%|██████▉   | 1741/2531 [1:16:34<14:11,  1.08s/it]
Batches:  69%|██████▉   | 1742/2531 [1:16:35<14:10,  1.08s/it]
Batches:  69%|██████▉   | 1743/2531 [1:16:36<14:08,  1.08s/it]
Batches:  69%|██████▉   | 1744/2531 [1:16:37<14:07,  1.08s/it]
Batches:  69%|██████▉   | 1745/2531 [1:16:38<14:07,  1.08s/it]
Batches:  69%|██████▉   | 1746/2531 [1:16:39<14:18,  1.09s/it]
Batches:  69%|██████▉   | 1747/2531 [1:16:41<14:27,  1.11s/it]
Batches:  69%|██████▉   | 1748/2531 [1:16:42<14:35,  1.12s/it]
Batches:  69%|██████▉   | 1749/2531 [1:16:43<14:27,  1.11s/it]
Batches:  69%|██████▉   | 1750/2531 [1:16:44<14:34,  1.12s/it]
Batches:  69%|██████▉   | 1751/2531 [1:16:45<14:24,  1.11s/it]
Batches:  69%|██████▉   | 1752/2531 [1:16:46<14:16,  1.10s/it]
Batches:  69%|██████▉   | 1753/2531 [1:16:47<14:10,  1.09s/it]
Batches:  69%|██████▉   | 1754/2531 [1:16:48<14:08,  1.09s/it]
Batches:  69%|██████▉   | 1755/2531 [1:16:49<14:18,  1.11s/it]
Batches:  69%|██████▉   | 1756/2531 [1:16:51<14:24,  1.12s/it]
Batches:  69%|██████▉   | 1757/2531 [1:16:52<14:15,  1.11s/it]
Batches:  69%|██████▉   | 1758/2531 [1:16:53<14:11,  1.10s/it]
Batches:  69%|██████▉   | 1759/2531 [1:16:54<14:07,  1.10s/it]
Batches:  70%|██████▉   | 1760/2531 [1:16:55<14:04,  1.10s/it]
Batches:  70%|██████▉   | 1761/2531 [1:16:56<14:02,  1.09s/it]
Batches:  70%|██████▉   | 1762/2531 [1:16:57<14:01,  1.09s/it]
Batches:  70%|██████▉   | 1763/2531 [1:16:58<13:59,  1.09s/it]
Batches:  70%|██████▉   | 1764/2531 [1:16:59<13:37,  1.07s/it]
Batches:  70%|██████▉   | 1765/2531 [1:17:00<13:40,  1.07s/it]
Batches:  70%|██████▉   | 1766/2531 [1:17:01<13:31,  1.06s/it]
Batches:  70%|██████▉   | 1767/2531 [1:17:02<13:49,  1.09s/it]
Batches:  70%|██████▉   | 1768/2531 [1:17:03<13:21,  1.05s/it]
Batches:  70%|██████▉   | 1769/2531 [1:17:05<13:27,  1.06s/it]
Batches:  70%|██████▉   | 1770/2531 [1:17:06<13:33,  1.07s/it]
Batches:  70%|██████▉   | 1771/2531 [1:17:07<13:12,  1.04s/it]
Batches:  70%|███████   | 1772/2531 [1:17:08<13:01,  1.03s/it]
Batches:  70%|███████   | 1773/2531 [1:17:09<12:46,  1.01s/it]
Batches:  70%|███████   | 1774/2531 [1:17:10<13:03,  1.03s/it]
Batches:  70%|███████   | 1775/2531 [1:17:11<13:13,  1.05s/it]
Batches:  70%|███████   | 1776/2531 [1:17:12<13:33,  1.08s/it]
Batches:  70%|███████   | 1777/2531 [1:17:13<13:08,  1.05s/it]
Batches:  70%|███████   | 1778/2531 [1:17:14<13:18,  1.06s/it]
Batches:  70%|███████   | 1779/2531 [1:17:15<13:12,  1.05s/it]
Batches:  70%|███████   | 1780/2531 [1:17:16<12:59,  1.04s/it]
Batches:  70%|███████   | 1781/2531 [1:17:17<13:22,  1.07s/it]
Batches:  70%|███████   | 1782/2531 [1:17:18<13:06,  1.05s/it]
Batches:  70%|███████   | 1783/2531 [1:17:19<13:03,  1.05s/it]
Batches:  70%|███████   | 1784/2531 [1:17:20<13:13,  1.06s/it]
Batches:  71%|███████   | 1785/2531 [1:17:21<13:31,  1.09s/it]
Batches:  71%|███████   | 1786/2531 [1:17:22<13:03,  1.05s/it]
Batches:  71%|███████   | 1787/2531 [1:17:23<12:51,  1.04s/it]
Batches:  71%|███████   | 1788/2531 [1:17:24<12:35,  1.02s/it]
Batches:  71%|███████   | 1789/2531 [1:17:25<12:23,  1.00s/it]
Batches:  71%|███████   | 1790/2531 [1:17:26<12:41,  1.03s/it]
Batches:  71%|███████   | 1791/2531 [1:17:27<12:55,  1.05s/it]
Batches:  71%|███████   | 1792/2531 [1:17:29<12:52,  1.05s/it]
Batches:  71%|███████   | 1793/2531 [1:17:30<12:42,  1.03s/it]
Batches:  71%|███████   | 1794/2531 [1:17:31<12:43,  1.04s/it]
Batches:  71%|███████   | 1795/2531 [1:17:32<12:27,  1.02s/it]
Batches:  71%|███████   | 1796/2531 [1:17:33<12:40,  1.03s/it]
Batches:  71%|███████   | 1797/2531 [1:17:34<12:40,  1.04s/it]
Batches:  71%|███████   | 1798/2531 [1:17:35<12:50,  1.05s/it]
Batches:  71%|███████   | 1799/2531 [1:17:36<12:34,  1.03s/it]
Batches:  71%|███████   | 1800/2531 [1:17:37<12:27,  1.02s/it]
Batches:  71%|███████   | 1801/2531 [1:17:38<12:38,  1.04s/it]
Batches:  71%|███████   | 1802/2531 [1:17:39<12:08,  1.00it/s]
Batches:  71%|███████   | 1803/2531 [1:17:40<12:04,  1.00it/s]
Batches:  71%|███████▏  | 1804/2531 [1:17:41<11:57,  1.01it/s]
Batches:  71%|███████▏  | 1805/2531 [1:17:42<11:59,  1.01it/s]
Batches:  71%|███████▏  | 1806/2531 [1:17:43<12:01,  1.01it/s]
Batches:  71%|███████▏  | 1807/2531 [1:17:44<12:01,  1.00it/s]
Batches:  71%|███████▏  | 1808/2531 [1:17:45<12:17,  1.02s/it]
Batches:  71%|███████▏  | 1809/2531 [1:17:46<12:32,  1.04s/it]
Batches:  72%|███████▏  | 1810/2531 [1:17:47<12:01,  1.00s/it]
Batches:  72%|███████▏  | 1811/2531 [1:17:48<11:55,  1.01it/s]
Batches:  72%|███████▏  | 1812/2531 [1:17:49<12:04,  1.01s/it]
Batches:  72%|███████▏  | 1813/2531 [1:17:50<11:53,  1.01it/s]
Batches:  72%|███████▏  | 1814/2531 [1:17:51<11:39,  1.02it/s]
Batches:  72%|███████▏  | 1815/2531 [1:17:52<11:51,  1.01it/s]
Batches:  72%|███████▏  | 1816/2531 [1:17:53<11:44,  1.02it/s]
Batches:  72%|███████▏  | 1817/2531 [1:17:54<11:39,  1.02it/s]
Batches:  72%|███████▏  | 1818/2531 [1:17:55<11:42,  1.02it/s]
Batches:  72%|███████▏  | 1819/2531 [1:17:56<12:01,  1.01s/it]
Batches:  72%|███████▏  | 1820/2531 [1:17:57<11:57,  1.01s/it]
Batches:  72%|███████▏  | 1821/2531 [1:17:58<12:10,  1.03s/it]
Batches:  72%|███████▏  | 1822/2531 [1:17:59<11:42,  1.01it/s]
Batches:  72%|███████▏  | 1823/2531 [1:18:00<11:39,  1.01it/s]
Batches:  72%|███████▏  | 1824/2531 [1:18:01<11:48,  1.00s/it]
Batches:  72%|███████▏  | 1825/2531 [1:18:02<11:46,  1.00s/it]
Batches:  72%|███████▏  | 1826/2531 [1:18:03<11:31,  1.02it/s]
Batches:  72%|███████▏  | 1827/2531 [1:18:04<11:27,  1.02it/s]
Batches:  72%|███████▏  | 1828/2531 [1:18:05<11:38,  1.01it/s]
Batches:  72%|███████▏  | 1829/2531 [1:18:06<11:38,  1.00it/s]
Batches:  72%|███████▏  | 1830/2531 [1:18:07<11:38,  1.00it/s]
Batches:  72%|███████▏  | 1831/2531 [1:18:08<11:46,  1.01s/it]
Batches:  72%|███████▏  | 1832/2531 [1:18:09<11:53,  1.02s/it]
Batches:  72%|███████▏  | 1833/2531 [1:18:10<11:47,  1.01s/it]
Batches:  72%|███████▏  | 1834/2531 [1:18:11<11:40,  1.01s/it]
Batches:  73%|███████▎  | 1835/2531 [1:18:12<11:39,  1.00s/it]
Batches:  73%|███████▎  | 1836/2531 [1:18:13<11:23,  1.02it/s]
Batches:  73%|███████▎  | 1837/2531 [1:18:14<11:14,  1.03it/s]
Batches:  73%|███████▎  | 1838/2531 [1:18:15<11:05,  1.04it/s]
Batches:  73%|███████▎  | 1839/2531 [1:18:16<11:13,  1.03it/s]
Batches:  73%|███████▎  | 1840/2531 [1:18:17<11:18,  1.02it/s]
Batches:  73%|███████▎  | 1841/2531 [1:18:18<11:21,  1.01it/s]
Batches:  73%|███████▎  | 1842/2531 [1:18:19<11:31,  1.00s/it]
Batches:  73%|███████▎  | 1843/2531 [1:18:20<11:38,  1.01s/it]
Batches:  73%|███████▎  | 1844/2531 [1:18:21<11:30,  1.01s/it]
Batches:  73%|███████▎  | 1845/2531 [1:18:22<11:36,  1.02s/it]
Batches:  73%|███████▎  | 1846/2531 [1:18:23<11:32,  1.01s/it]
Batches:  73%|███████▎  | 1847/2531 [1:18:24<11:09,  1.02it/s]
Batches:  73%|███████▎  | 1848/2531 [1:18:25<11:20,  1.00it/s]
Batches:  73%|███████▎  | 1849/2531 [1:18:26<11:08,  1.02it/s]
Batches:  73%|███████▎  | 1850/2531 [1:18:27<11:27,  1.01s/it]
Batches:  73%|███████▎  | 1851/2531 [1:18:28<11:12,  1.01it/s]
Batches:  73%|███████▎  | 1852/2531 [1:18:28<10:52,  1.04it/s]
Batches:  73%|███████▎  | 1853/2531 [1:18:29<10:55,  1.03it/s]
Batches:  73%|███████▎  | 1854/2531 [1:18:30<10:41,  1.06it/s]
Batches:  73%|███████▎  | 1855/2531 [1:18:31<10:47,  1.04it/s]
Batches:  73%|███████▎  | 1856/2531 [1:18:32<10:30,  1.07it/s]
Batches:  73%|███████▎  | 1857/2531 [1:18:33<10:29,  1.07it/s]
Batches:  73%|███████▎  | 1858/2531 [1:18:34<10:28,  1.07it/s]
Batches:  73%|███████▎  | 1859/2531 [1:18:35<10:33,  1.06it/s]
Batches:  73%|███████▎  | 1860/2531 [1:18:36<10:32,  1.06it/s]
Batches:  74%|███████▎  | 1861/2531 [1:18:37<10:35,  1.05it/s]
Batches:  74%|███████▎  | 1862/2531 [1:18:38<10:37,  1.05it/s]
Batches:  74%|███████▎  | 1863/2531 [1:18:39<10:42,  1.04it/s]
Batches:  74%|███████▎  | 1864/2531 [1:18:40<10:29,  1.06it/s]
Batches:  74%|███████▎  | 1865/2531 [1:18:41<10:19,  1.07it/s]
Batches:  74%|███████▎  | 1866/2531 [1:18:42<10:21,  1.07it/s]
Batches:  74%|███████▍  | 1867/2531 [1:18:43<10:14,  1.08it/s]
Batches:  74%|███████▍  | 1868/2531 [1:18:43<10:16,  1.07it/s]
Batches:  74%|███████▍  | 1869/2531 [1:18:44<10:17,  1.07it/s]
Batches:  74%|███████▍  | 1870/2531 [1:18:45<10:22,  1.06it/s]
Batches:  74%|███████▍  | 1871/2531 [1:18:46<10:14,  1.07it/s]
Batches:  74%|███████▍  | 1872/2531 [1:18:47<10:06,  1.09it/s]
Batches:  74%|███████▍  | 1873/2531 [1:18:48<10:09,  1.08it/s]
Batches:  74%|███████▍  | 1874/2531 [1:18:49<10:03,  1.09it/s]
Batches:  74%|███████▍  | 1875/2531 [1:18:50<09:57,  1.10it/s]
Batches:  74%|███████▍  | 1876/2531 [1:18:51<09:54,  1.10it/s]
Batches:  74%|███████▍  | 1877/2531 [1:18:52<09:50,  1.11it/s]
Batches:  74%|███████▍  | 1878/2531 [1:18:53<09:57,  1.09it/s]
Batches:  74%|███████▍  | 1879/2531 [1:18:53<09:49,  1.11it/s]
Batches:  74%|███████▍  | 1880/2531 [1:18:54<09:27,  1.15it/s]
Batches:  74%|███████▍  | 1881/2531 [1:18:55<09:40,  1.12it/s]
Batches:  74%|███████▍  | 1882/2531 [1:18:56<09:41,  1.12it/s]
Batches:  74%|███████▍  | 1883/2531 [1:18:57<09:47,  1.10it/s]
Batches:  74%|███████▍  | 1884/2531 [1:18:58<09:51,  1.09it/s]
Batches:  74%|███████▍  | 1885/2531 [1:18:59<09:55,  1.08it/s]
Batches:  75%|███████▍  | 1886/2531 [1:19:00<10:05,  1.07it/s]
Batches:  75%|███████▍  | 1887/2531 [1:19:01<09:55,  1.08it/s]
Batches:  75%|███████▍  | 1888/2531 [1:19:02<10:02,  1.07it/s]
Batches:  75%|███████▍  | 1889/2531 [1:19:03<09:59,  1.07it/s]
Batches:  75%|███████▍  | 1890/2531 [1:19:04<10:04,  1.06it/s]
Batches:  75%|███████▍  | 1891/2531 [1:19:04<09:40,  1.10it/s]
Batches:  75%|███████▍  | 1892/2531 [1:19:05<09:16,  1.15it/s]
Batches:  75%|███████▍  | 1893/2531 [1:19:06<09:21,  1.14it/s]
Batches:  75%|███████▍  | 1894/2531 [1:19:07<09:25,  1.13it/s]
Batches:  75%|███████▍  | 1895/2531 [1:19:08<09:22,  1.13it/s]
Batches:  75%|███████▍  | 1896/2531 [1:19:09<09:20,  1.13it/s]
Batches:  75%|███████▍  | 1897/2531 [1:19:10<09:41,  1.09it/s]
Batches:  75%|███████▍  | 1898/2531 [1:19:11<09:49,  1.07it/s]
Batches:  75%|███████▌  | 1899/2531 [1:19:12<09:49,  1.07it/s]
Batches:  75%|███████▌  | 1900/2531 [1:19:13<09:48,  1.07it/s]
Batches:  75%|███████▌  | 1901/2531 [1:19:14<09:49,  1.07it/s]
Batches:  75%|███████▌  | 1902/2531 [1:19:15<09:40,  1.08it/s]
Batches:  75%|███████▌  | 1903/2531 [1:19:15<09:30,  1.10it/s]
Batches:  75%|███████▌  | 1904/2531 [1:19:16<09:35,  1.09it/s]
Batches:  75%|███████▌  | 1905/2531 [1:19:17<09:11,  1.14it/s]
Batches:  75%|███████▌  | 1906/2531 [1:19:18<08:59,  1.16it/s]
Batches:  75%|███████▌  | 1907/2531 [1:19:19<08:51,  1.17it/s]
Batches:  75%|███████▌  | 1908/2531 [1:19:20<08:40,  1.20it/s]
Batches:  75%|███████▌  | 1909/2531 [1:19:20<08:37,  1.20it/s]
Batches:  75%|███████▌  | 1910/2531 [1:19:21<08:35,  1.21it/s]
Batches:  76%|███████▌  | 1911/2531 [1:19:22<08:43,  1.19it/s]
Batches:  76%|███████▌  | 1912/2531 [1:19:23<08:50,  1.17it/s]
Batches:  76%|███████▌  | 1913/2531 [1:19:24<08:37,  1.19it/s]
Batches:  76%|███████▌  | 1914/2531 [1:19:25<08:53,  1.16it/s]
Batches:  76%|███████▌  | 1915/2531 [1:19:26<09:05,  1.13it/s]
Batches:  76%|███████▌  | 1916/2531 [1:19:27<09:07,  1.12it/s]
Batches:  76%|███████▌  | 1917/2531 [1:19:27<09:13,  1.11it/s]
Batches:  76%|███████▌  | 1918/2531 [1:19:28<09:07,  1.12it/s]
Batches:  76%|███████▌  | 1919/2531 [1:19:29<09:02,  1.13it/s]
Batches:  76%|███████▌  | 1920/2531 [1:19:30<09:04,  1.12it/s]
Batches:  76%|███████▌  | 1921/2531 [1:19:31<09:00,  1.13it/s]
Batches:  76%|███████▌  | 1922/2531 [1:19:32<09:02,  1.12it/s]
Batches:  76%|███████▌  | 1923/2531 [1:19:33<08:49,  1.15it/s]
Batches:  76%|███████▌  | 1924/2531 [1:19:34<08:51,  1.14it/s]
Batches:  76%|███████▌  | 1925/2531 [1:19:34<08:53,  1.14it/s]
Batches:  76%|███████▌  | 1926/2531 [1:19:35<08:51,  1.14it/s]
Batches:  76%|███████▌  | 1927/2531 [1:19:36<08:40,  1.16it/s]
Batches:  76%|███████▌  | 1928/2531 [1:19:37<08:51,  1.13it/s]
Batches:  76%|███████▌  | 1929/2531 [1:19:38<08:54,  1.13it/s]
Batches:  76%|███████▋  | 1930/2531 [1:19:39<08:54,  1.13it/s]
Batches:  76%|███████▋  | 1931/2531 [1:19:40<08:34,  1.17it/s]
Batches:  76%|███████▋  | 1932/2531 [1:19:40<08:22,  1.19it/s]
Batches:  76%|███████▋  | 1933/2531 [1:19:41<08:32,  1.17it/s]
Batches:  76%|███████▋  | 1934/2531 [1:19:42<08:39,  1.15it/s]
Batches:  76%|███████▋  | 1935/2531 [1:19:43<08:48,  1.13it/s]
Batches:  76%|███████▋  | 1936/2531 [1:19:44<08:45,  1.13it/s]
Batches:  77%|███████▋  | 1937/2531 [1:19:45<09:01,  1.10it/s]
Batches:  77%|███████▋  | 1938/2531 [1:19:46<08:53,  1.11it/s]
Batches:  77%|███████▋  | 1939/2531 [1:19:47<08:34,  1.15it/s]
Batches:  77%|███████▋  | 1940/2531 [1:19:48<08:18,  1.19it/s]
Batches:  77%|███████▋  | 1941/2531 [1:19:48<08:22,  1.17it/s]
Batches:  77%|███████▋  | 1942/2531 [1:19:49<08:10,  1.20it/s]
Batches:  77%|███████▋  | 1943/2531 [1:19:50<08:07,  1.21it/s]
Batches:  77%|███████▋  | 1944/2531 [1:19:51<08:17,  1.18it/s]
Batches:  77%|███████▋  | 1945/2531 [1:19:52<08:26,  1.16it/s]
Batches:  77%|███████▋  | 1946/2531 [1:19:53<08:29,  1.15it/s]
Batches:  77%|███████▋  | 1947/2531 [1:19:53<08:20,  1.17it/s]
Batches:  77%|███████▋  | 1948/2531 [1:19:54<07:57,  1.22it/s]
Batches:  77%|███████▋  | 1949/2531 [1:19:55<07:46,  1.25it/s]
Batches:  77%|███████▋  | 1950/2531 [1:19:56<07:58,  1.21it/s]
Batches:  77%|███████▋  | 1951/2531 [1:19:57<08:09,  1.19it/s]
Batches:  77%|███████▋  | 1952/2531 [1:19:58<08:12,  1.17it/s]
Batches:  77%|███████▋  | 1953/2531 [1:19:59<08:20,  1.15it/s]
Batches:  77%|███████▋  | 1954/2531 [1:19:59<08:05,  1.19it/s]
Batches:  77%|███████▋  | 1955/2531 [1:20:00<08:14,  1.16it/s]
Batches:  77%|███████▋  | 1956/2531 [1:20:01<08:15,  1.16it/s]
Batches:  77%|███████▋  | 1957/2531 [1:20:02<07:51,  1.22it/s]
Batches:  77%|███████▋  | 1958/2531 [1:20:03<07:59,  1.20it/s]
Batches:  77%|███████▋  | 1959/2531 [1:20:04<08:04,  1.18it/s]
Batches:  77%|███████▋  | 1960/2531 [1:20:04<08:07,  1.17it/s]
Batches:  77%|███████▋  | 1961/2531 [1:20:05<08:10,  1.16it/s]
Batches:  78%|███████▊  | 1962/2531 [1:20:06<08:14,  1.15it/s]
Batches:  78%|███████▊  | 1963/2531 [1:20:07<08:13,  1.15it/s]
Batches:  78%|███████▊  | 1964/2531 [1:20:08<08:04,  1.17it/s]
Batches:  78%|███████▊  | 1965/2531 [1:20:09<07:47,  1.21it/s]
Batches:  78%|███████▊  | 1966/2531 [1:20:10<07:59,  1.18it/s]
Batches:  78%|███████▊  | 1967/2531 [1:20:10<08:02,  1.17it/s]
Batches:  78%|███████▊  | 1968/2531 [1:20:11<08:03,  1.16it/s]
Batches:  78%|███████▊  | 1969/2531 [1:20:12<08:04,  1.16it/s]
Batches:  78%|███████▊  | 1970/2531 [1:20:13<08:05,  1.16it/s]
Batches:  78%|███████▊  | 1971/2531 [1:20:14<08:06,  1.15it/s]
Batches:  78%|███████▊  | 1972/2531 [1:20:15<07:57,  1.17it/s]
Batches:  78%|███████▊  | 1973/2531 [1:20:16<08:02,  1.16it/s]
Batches:  78%|███████▊  | 1974/2531 [1:20:16<08:02,  1.15it/s]
Batches:  78%|███████▊  | 1975/2531 [1:20:17<07:48,  1.19it/s]
Batches:  78%|███████▊  | 1976/2531 [1:20:18<07:33,  1.22it/s]
Batches:  78%|███████▊  | 1977/2531 [1:20:19<07:29,  1.23it/s]
Batches:  78%|███████▊  | 1978/2531 [1:20:20<07:38,  1.21it/s]
Batches:  78%|███████▊  | 1979/2531 [1:20:20<07:25,  1.24it/s]
Batches:  78%|███████▊  | 1980/2531 [1:20:21<07:22,  1.24it/s]
Batches:  78%|███████▊  | 1981/2531 [1:20:22<07:18,  1.25it/s]
Batches:  78%|███████▊  | 1982/2531 [1:20:23<07:29,  1.22it/s]
Batches:  78%|███████▊  | 1983/2531 [1:20:24<07:19,  1.25it/s]
Batches:  78%|███████▊  | 1984/2531 [1:20:24<07:17,  1.25it/s]
Batches:  78%|███████▊  | 1985/2531 [1:20:25<07:28,  1.22it/s]
Batches:  78%|███████▊  | 1986/2531 [1:20:26<07:17,  1.25it/s]
Batches:  79%|███████▊  | 1987/2531 [1:20:27<06:57,  1.30it/s]
Batches:  79%|███████▊  | 1988/2531 [1:20:28<07:01,  1.29it/s]
Batches:  79%|███████▊  | 1989/2531 [1:20:28<07:01,  1.29it/s]
Batches:  79%|███████▊  | 1990/2531 [1:20:29<07:03,  1.28it/s]
Batches:  79%|███████▊  | 1991/2531 [1:20:30<07:04,  1.27it/s]
Batches:  79%|███████▊  | 1992/2531 [1:20:31<07:04,  1.27it/s]
Batches:  79%|███████▊  | 1993/2531 [1:20:32<07:09,  1.25it/s]
Batches:  79%|███████▉  | 1994/2531 [1:20:32<07:02,  1.27it/s]
Batches:  79%|███████▉  | 1995/2531 [1:20:33<07:01,  1.27it/s]
Batches:  79%|███████▉  | 1996/2531 [1:20:34<07:01,  1.27it/s]
Batches:  79%|███████▉  | 1997/2531 [1:20:35<06:56,  1.28it/s]
Batches:  79%|███████▉  | 1998/2531 [1:20:35<06:52,  1.29it/s]
Batches:  79%|███████▉  | 1999/2531 [1:20:36<06:53,  1.29it/s]
Batches:  79%|███████▉  | 2000/2531 [1:20:37<06:55,  1.28it/s]
Batches:  79%|███████▉  | 2001/2531 [1:20:38<06:54,  1.28it/s]
Batches:  79%|███████▉  | 2002/2531 [1:20:39<06:50,  1.29it/s]
Batches:  79%|███████▉  | 2003/2531 [1:20:39<06:52,  1.28it/s]
Batches:  79%|███████▉  | 2004/2531 [1:20:40<06:37,  1.33it/s]
Batches:  79%|███████▉  | 2005/2531 [1:20:41<06:40,  1.31it/s]
Batches:  79%|███████▉  | 2006/2531 [1:20:42<06:43,  1.30it/s]
Batches:  79%|███████▉  | 2007/2531 [1:20:42<06:44,  1.29it/s]
Batches:  79%|███████▉  | 2008/2531 [1:20:43<06:51,  1.27it/s]
Batches:  79%|███████▉  | 2009/2531 [1:20:44<06:37,  1.31it/s]
Batches:  79%|███████▉  | 2010/2531 [1:20:45<06:46,  1.28it/s]
Batches:  79%|███████▉  | 2011/2531 [1:20:45<06:31,  1.33it/s]
Batches:  79%|███████▉  | 2012/2531 [1:20:46<06:31,  1.33it/s]
Batches:  80%|███████▉  | 2013/2531 [1:20:47<06:26,  1.34it/s]
Batches:  80%|███████▉  | 2014/2531 [1:20:48<06:27,  1.33it/s]
Batches:  80%|███████▉  | 2015/2531 [1:20:48<06:18,  1.36it/s]
Batches:  80%|███████▉  | 2016/2531 [1:20:49<06:25,  1.34it/s]
Batches:  80%|███████▉  | 2017/2531 [1:20:50<06:30,  1.32it/s]
Batches:  80%|███████▉  | 2018/2531 [1:20:51<06:14,  1.37it/s]
Batches:  80%|███████▉  | 2019/2531 [1:20:51<06:18,  1.35it/s]
Batches:  80%|███████▉  | 2020/2531 [1:20:52<06:20,  1.34it/s]
Batches:  80%|███████▉  | 2021/2531 [1:20:53<06:16,  1.35it/s]
Batches:  80%|███████▉  | 2022/2531 [1:20:54<06:19,  1.34it/s]
Batches:  80%|███████▉  | 2023/2531 [1:20:54<06:16,  1.35it/s]
Batches:  80%|███████▉  | 2024/2531 [1:20:55<06:14,  1.35it/s]
Batches:  80%|████████  | 2025/2531 [1:20:56<06:07,  1.38it/s]
Batches:  80%|████████  | 2026/2531 [1:20:56<06:00,  1.40it/s]
Batches:  80%|████████  | 2027/2531 [1:20:57<06:06,  1.38it/s]
Batches:  80%|████████  | 2028/2531 [1:20:58<06:06,  1.37it/s]
Batches:  80%|████████  | 2029/2531 [1:20:59<06:10,  1.36it/s]
Batches:  80%|████████  | 2030/2531 [1:20:59<06:08,  1.36it/s]
Batches:  80%|████████  | 2031/2531 [1:21:00<06:06,  1.37it/s]
Batches:  80%|████████  | 2032/2531 [1:21:01<06:04,  1.37it/s]
Batches:  80%|████████  | 2033/2531 [1:21:02<06:24,  1.30it/s]
Batches:  80%|████████  | 2034/2531 [1:21:02<06:17,  1.32it/s]
Batches:  80%|████████  | 2035/2531 [1:21:03<06:12,  1.33it/s]
Batches:  80%|████████  | 2036/2531 [1:21:04<06:08,  1.34it/s]
Batches:  80%|████████  | 2037/2531 [1:21:05<06:09,  1.34it/s]
Batches:  81%|████████  | 2038/2531 [1:21:05<06:06,  1.35it/s]
Batches:  81%|████████  | 2039/2531 [1:21:06<06:04,  1.35it/s]
Batches:  81%|████████  | 2040/2531 [1:21:07<05:51,  1.39it/s]
Batches:  81%|████████  | 2041/2531 [1:21:08<05:53,  1.39it/s]
Batches:  81%|████████  | 2042/2531 [1:21:08<05:48,  1.40it/s]
Batches:  81%|████████  | 2043/2531 [1:21:09<05:44,  1.42it/s]
Batches:  81%|████████  | 2044/2531 [1:21:10<05:56,  1.37it/s]
Batches:  81%|████████  | 2045/2531 [1:21:10<05:50,  1.39it/s]
Batches:  81%|████████  | 2046/2531 [1:21:11<05:41,  1.42it/s]
Batches:  81%|████████  | 2047/2531 [1:21:12<05:53,  1.37it/s]
Batches:  81%|████████  | 2048/2531 [1:21:12<05:43,  1.41it/s]
Batches:  81%|████████  | 2049/2531 [1:21:13<05:43,  1.40it/s]
Batches:  81%|████████  | 2050/2531 [1:21:14<05:49,  1.38it/s]
Batches:  81%|████████  | 2051/2531 [1:21:15<05:43,  1.40it/s]
Batches:  81%|████████  | 2052/2531 [1:21:15<05:38,  1.42it/s]
Batches:  81%|████████  | 2053/2531 [1:21:16<05:39,  1.41it/s]
Batches:  81%|████████  | 2054/2531 [1:21:17<05:49,  1.36it/s]
Batches:  81%|████████  | 2055/2531 [1:21:18<05:39,  1.40it/s]
Batches:  81%|████████  | 2056/2531 [1:21:18<05:36,  1.41it/s]
Batches:  81%|████████▏ | 2057/2531 [1:21:19<05:34,  1.42it/s]
Batches:  81%|████████▏ | 2058/2531 [1:21:20<05:37,  1.40it/s]
Batches:  81%|████████▏ | 2059/2531 [1:21:20<05:24,  1.45it/s]
Batches:  81%|████████▏ | 2060/2531 [1:21:21<05:30,  1.43it/s]
Batches:  81%|████████▏ | 2061/2531 [1:21:22<05:27,  1.43it/s]
Batches:  81%|████████▏ | 2062/2531 [1:21:22<05:22,  1.46it/s]
Batches:  82%|████████▏ | 2063/2531 [1:21:23<05:18,  1.47it/s]
Batches:  82%|████████▏ | 2064/2531 [1:21:24<05:20,  1.46it/s]
Batches:  82%|████████▏ | 2065/2531 [1:21:24<05:24,  1.44it/s]
Batches:  82%|████████▏ | 2066/2531 [1:21:25<05:22,  1.44it/s]
Batches:  82%|████████▏ | 2067/2531 [1:21:26<05:12,  1.48it/s]
Batches:  82%|████████▏ | 2068/2531 [1:21:26<05:10,  1.49it/s]
Batches:  82%|████████▏ | 2069/2531 [1:21:27<05:08,  1.50it/s]
Batches:  82%|████████▏ | 2070/2531 [1:21:28<04:53,  1.57it/s]
Batches:  82%|████████▏ | 2071/2531 [1:21:28<05:01,  1.53it/s]
Batches:  82%|████████▏ | 2072/2531 [1:21:29<04:56,  1.55it/s]
Batches:  82%|████████▏ | 2073/2531 [1:21:30<04:52,  1.57it/s]
Batches:  82%|████████▏ | 2074/2531 [1:21:30<04:49,  1.58it/s]
Batches:  82%|████████▏ | 2075/2531 [1:21:31<04:55,  1.54it/s]
Batches:  82%|████████▏ | 2076/2531 [1:21:32<05:01,  1.51it/s]
Batches:  82%|████████▏ | 2077/2531 [1:21:32<04:56,  1.53it/s]
Batches:  82%|████████▏ | 2078/2531 [1:21:33<04:57,  1.52it/s]
Batches:  82%|████████▏ | 2079/2531 [1:21:34<05:00,  1.50it/s]
Batches:  82%|████████▏ | 2080/2531 [1:21:34<05:03,  1.49it/s]
Batches:  82%|████████▏ | 2081/2531 [1:21:35<04:56,  1.52it/s]
Batches:  82%|████████▏ | 2082/2531 [1:21:36<04:56,  1.51it/s]
Batches:  82%|████████▏ | 2083/2531 [1:21:36<05:04,  1.47it/s]
Batches:  82%|████████▏ | 2084/2531 [1:21:37<05:09,  1.44it/s]
Batches:  82%|████████▏ | 2085/2531 [1:21:38<05:04,  1.46it/s]
Batches:  82%|████████▏ | 2086/2531 [1:21:38<05:13,  1.42it/s]
Batches:  82%|████████▏ | 2087/2531 [1:21:39<05:12,  1.42it/s]
Batches:  82%|████████▏ | 2088/2531 [1:21:40<04:57,  1.49it/s]
Batches:  83%|████████▎ | 2089/2531 [1:21:40<04:55,  1.50it/s]
Batches:  83%|████████▎ | 2090/2531 [1:21:41<04:45,  1.54it/s]
Batches:  83%|████████▎ | 2091/2531 [1:21:42<04:42,  1.56it/s]
Batches:  83%|████████▎ | 2092/2531 [1:21:42<04:44,  1.54it/s]
Batches:  83%|████████▎ | 2093/2531 [1:21:43<04:41,  1.56it/s]
Batches:  83%|████████▎ | 2094/2531 [1:21:43<04:34,  1.59it/s]
Batches:  83%|████████▎ | 2095/2531 [1:21:44<04:38,  1.56it/s]
Batches:  83%|████████▎ | 2096/2531 [1:21:45<04:30,  1.61it/s]
Batches:  83%|████████▎ | 2097/2531 [1:21:45<04:21,  1.66it/s]
Batches:  83%|████████▎ | 2098/2531 [1:21:46<04:23,  1.64it/s]
Batches:  83%|████████▎ | 2099/2531 [1:21:47<04:25,  1.63it/s]
Batches:  83%|████████▎ | 2100/2531 [1:21:47<04:26,  1.62it/s]
Batches:  83%|████████▎ | 2101/2531 [1:21:48<04:27,  1.61it/s]
Batches:  83%|████████▎ | 2102/2531 [1:21:48<04:27,  1.60it/s]
Batches:  83%|████████▎ | 2103/2531 [1:21:49<04:27,  1.60it/s]
Batches:  83%|████████▎ | 2104/2531 [1:21:50<04:23,  1.62it/s]
Batches:  83%|████████▎ | 2105/2531 [1:21:50<04:24,  1.61it/s]
Batches:  83%|████████▎ | 2106/2531 [1:21:51<04:20,  1.63it/s]
Batches:  83%|████████▎ | 2107/2531 [1:21:51<04:16,  1.65it/s]
Batches:  83%|████████▎ | 2108/2531 [1:21:52<04:25,  1.59it/s]
Batches:  83%|████████▎ | 2109/2531 [1:21:53<04:16,  1.65it/s]
Batches:  83%|████████▎ | 2110/2531 [1:21:53<04:14,  1.66it/s]
Batches:  83%|████████▎ | 2111/2531 [1:21:54<04:07,  1.69it/s]
Batches:  83%|████████▎ | 2112/2531 [1:21:54<04:11,  1.66it/s]
Batches:  83%|████████▎ | 2113/2531 [1:21:55<04:09,  1.68it/s]
Batches:  84%|████████▎ | 2114/2531 [1:21:56<04:02,  1.72it/s]
Batches:  84%|████████▎ | 2115/2531 [1:21:56<04:07,  1.68it/s]
Batches:  84%|████████▎ | 2116/2531 [1:21:57<04:11,  1.65it/s]
Batches:  84%|████████▎ | 2117/2531 [1:21:57<04:01,  1.71it/s]
Batches:  84%|████████▎ | 2118/2531 [1:21:58<04:14,  1.62it/s]
Batches:  84%|████████▎ | 2119/2531 [1:21:59<04:03,  1.69it/s]
Batches:  84%|████████▍ | 2120/2531 [1:21:59<04:19,  1.59it/s]
Batches:  84%|████████▍ | 2121/2531 [1:22:00<04:09,  1.64it/s]
Batches:  84%|████████▍ | 2122/2531 [1:22:01<04:15,  1.60it/s]
Batches:  84%|████████▍ | 2123/2531 [1:22:01<04:11,  1.62it/s]
Batches:  84%|████████▍ | 2124/2531 [1:22:02<04:08,  1.64it/s]
Batches:  84%|████████▍ | 2125/2531 [1:22:02<04:09,  1.63it/s]
Batches:  84%|████████▍ | 2126/2531 [1:22:03<04:06,  1.64it/s]
Batches:  84%|████████▍ | 2127/2531 [1:22:04<04:07,  1.63it/s]
Batches:  84%|████████▍ | 2128/2531 [1:22:04<04:08,  1.62it/s]
Batches:  84%|████████▍ | 2129/2531 [1:22:05<04:15,  1.57it/s]
Batches:  84%|████████▍ | 2130/2531 [1:22:06<04:08,  1.61it/s]
Batches:  84%|████████▍ | 2131/2531 [1:22:06<04:03,  1.64it/s]
Batches:  84%|████████▍ | 2132/2531 [1:22:07<04:05,  1.63it/s]
Batches:  84%|████████▍ | 2133/2531 [1:22:07<04:02,  1.64it/s]
Batches:  84%|████████▍ | 2134/2531 [1:22:08<04:03,  1.63it/s]
Batches:  84%|████████▍ | 2135/2531 [1:22:09<04:11,  1.57it/s]
Batches:  84%|████████▍ | 2136/2531 [1:22:09<04:17,  1.54it/s]
Batches:  84%|████████▍ | 2137/2531 [1:22:10<04:04,  1.61it/s]
Batches:  84%|████████▍ | 2138/2531 [1:22:11<04:13,  1.55it/s]
Batches:  85%|████████▍ | 2139/2531 [1:22:11<04:05,  1.60it/s]
Batches:  85%|████████▍ | 2140/2531 [1:22:12<04:04,  1.60it/s]
Batches:  85%|████████▍ | 2141/2531 [1:22:12<04:04,  1.60it/s]
Batches:  85%|████████▍ | 2142/2531 [1:22:13<04:00,  1.62it/s]
Batches:  85%|████████▍ | 2143/2531 [1:22:14<03:57,  1.64it/s]
Batches:  85%|████████▍ | 2144/2531 [1:22:14<03:58,  1.62it/s]
Batches:  85%|████████▍ | 2145/2531 [1:22:15<03:59,  1.61it/s]
Batches:  85%|████████▍ | 2146/2531 [1:22:16<04:03,  1.58it/s]
Batches:  85%|████████▍ | 2147/2531 [1:22:16<03:57,  1.62it/s]
Batches:  85%|████████▍ | 2148/2531 [1:22:17<03:53,  1.64it/s]
Batches:  85%|████████▍ | 2149/2531 [1:22:17<03:55,  1.62it/s]
Batches:  85%|████████▍ | 2150/2531 [1:22:18<03:51,  1.65it/s]
Batches:  85%|████████▍ | 2151/2531 [1:22:19<03:52,  1.64it/s]
Batches:  85%|████████▌ | 2152/2531 [1:22:19<03:53,  1.62it/s]
Batches:  85%|████████▌ | 2153/2531 [1:22:20<03:53,  1.62it/s]
Batches:  85%|████████▌ | 2154/2531 [1:22:20<03:46,  1.66it/s]
Batches:  85%|████████▌ | 2155/2531 [1:22:21<03:45,  1.67it/s]
Batches:  85%|████████▌ | 2156/2531 [1:22:22<03:42,  1.68it/s]
Batches:  85%|████████▌ | 2157/2531 [1:22:22<03:45,  1.66it/s]
Batches:  85%|████████▌ | 2158/2531 [1:22:23<03:36,  1.72it/s]
Batches:  85%|████████▌ | 2159/2531 [1:22:23<03:33,  1.74it/s]
Batches:  85%|████████▌ | 2160/2531 [1:22:24<03:38,  1.70it/s]
Batches:  85%|████████▌ | 2161/2531 [1:22:24<03:37,  1.70it/s]
Batches:  85%|████████▌ | 2162/2531 [1:22:25<03:31,  1.75it/s]
Batches:  85%|████████▌ | 2163/2531 [1:22:26<03:31,  1.74it/s]
Batches:  85%|████████▌ | 2164/2531 [1:22:26<03:33,  1.72it/s]
Batches:  86%|████████▌ | 2165/2531 [1:22:27<03:34,  1.71it/s]
Batches:  86%|████████▌ | 2166/2531 [1:22:27<03:38,  1.67it/s]
Batches:  86%|████████▌ | 2167/2531 [1:22:28<03:37,  1.67it/s]
Batches:  86%|████████▌ | 2168/2531 [1:22:29<03:46,  1.60it/s]
Batches:  86%|████████▌ | 2169/2531 [1:22:29<03:41,  1.63it/s]
Batches:  86%|████████▌ | 2170/2531 [1:22:30<03:39,  1.65it/s]
Batches:  86%|████████▌ | 2171/2531 [1:22:30<03:37,  1.66it/s]
Batches:  86%|████████▌ | 2172/2531 [1:22:31<03:35,  1.66it/s]
Batches:  86%|████████▌ | 2173/2531 [1:22:32<03:38,  1.64it/s]
Batches:  86%|████████▌ | 2174/2531 [1:22:32<03:39,  1.62it/s]
Batches:  86%|████████▌ | 2175/2531 [1:22:33<03:36,  1.64it/s]
Batches:  86%|████████▌ | 2176/2531 [1:22:33<03:30,  1.68it/s]
Batches:  86%|████████▌ | 2177/2531 [1:22:34<03:29,  1.69it/s]
Batches:  86%|████████▌ | 2178/2531 [1:22:35<03:31,  1.67it/s]
Batches:  86%|████████▌ | 2179/2531 [1:22:35<03:37,  1.62it/s]
Batches:  86%|████████▌ | 2180/2531 [1:22:36<03:33,  1.65it/s]
Batches:  86%|████████▌ | 2181/2531 [1:22:36<03:27,  1.69it/s]
Batches:  86%|████████▌ | 2182/2531 [1:22:37<03:26,  1.69it/s]
Batches:  86%|████████▋ | 2183/2531 [1:22:38<03:24,  1.70it/s]
Batches:  86%|████████▋ | 2184/2531 [1:22:38<03:18,  1.75it/s]
Batches:  86%|████████▋ | 2185/2531 [1:22:39<03:23,  1.70it/s]
Batches:  86%|████████▋ | 2186/2531 [1:22:39<03:29,  1.64it/s]
Batches:  86%|████████▋ | 2187/2531 [1:22:40<03:34,  1.60it/s]
Batches:  86%|████████▋ | 2188/2531 [1:22:41<03:24,  1.68it/s]
Batches:  86%|████████▋ | 2189/2531 [1:22:41<03:20,  1.71it/s]
Batches:  87%|████████▋ | 2190/2531 [1:22:42<03:16,  1.73it/s]
Batches:  87%|████████▋ | 2191/2531 [1:22:42<03:08,  1.80it/s]
Batches:  87%|████████▋ | 2192/2531 [1:22:43<03:08,  1.80it/s]
Batches:  87%|████████▋ | 2193/2531 [1:22:43<03:15,  1.73it/s]
Batches:  87%|████████▋ | 2194/2531 [1:22:44<03:12,  1.75it/s]
Batches:  87%|████████▋ | 2195/2531 [1:22:45<03:17,  1.70it/s]
Batches:  87%|████████▋ | 2196/2531 [1:22:45<03:21,  1.67it/s]
Batches:  87%|████████▋ | 2197/2531 [1:22:46<03:16,  1.70it/s]
Batches:  87%|████████▋ | 2198/2531 [1:22:46<03:12,  1.73it/s]
Batches:  87%|████████▋ | 2199/2531 [1:22:47<03:14,  1.71it/s]
Batches:  87%|████████▋ | 2200/2531 [1:22:48<03:14,  1.70it/s]
Batches:  87%|████████▋ | 2201/2531 [1:22:48<03:04,  1.78it/s]
Batches:  87%|████████▋ | 2202/2531 [1:22:49<03:07,  1.75it/s]
Batches:  87%|████████▋ | 2203/2531 [1:22:49<03:09,  1.73it/s]
Batches:  87%|████████▋ | 2204/2531 [1:22:50<03:07,  1.75it/s]
Batches:  87%|████████▋ | 2205/2531 [1:22:50<03:05,  1.76it/s]
Batches:  87%|████████▋ | 2206/2531 [1:22:51<03:02,  1.78it/s]
Batches:  87%|████████▋ | 2207/2531 [1:22:51<03:02,  1.78it/s]
Batches:  87%|████████▋ | 2208/2531 [1:22:52<03:03,  1.76it/s]
Batches:  87%|████████▋ | 2209/2531 [1:22:53<03:05,  1.73it/s]
Batches:  87%|████████▋ | 2210/2531 [1:22:53<03:07,  1.72it/s]
Batches:  87%|████████▋ | 2211/2531 [1:22:54<03:03,  1.75it/s]
Batches:  87%|████████▋ | 2212/2531 [1:22:54<02:55,  1.82it/s]
Batches:  87%|████████▋ | 2213/2531 [1:22:55<02:50,  1.87it/s]
Batches:  87%|████████▋ | 2214/2531 [1:22:55<02:54,  1.82it/s]
Batches:  88%|████████▊ | 2215/2531 [1:22:56<02:52,  1.83it/s]
Batches:  88%|████████▊ | 2216/2531 [1:22:56<02:47,  1.88it/s]
Batches:  88%|████████▊ | 2217/2531 [1:22:57<02:43,  1.92it/s]
Batches:  88%|████████▊ | 2218/2531 [1:22:57<02:49,  1.85it/s]
Batches:  88%|████████▊ | 2219/2531 [1:22:58<02:53,  1.80it/s]
Batches:  88%|████████▊ | 2220/2531 [1:22:59<02:53,  1.79it/s]
Batches:  88%|████████▊ | 2221/2531 [1:22:59<02:53,  1.79it/s]
Batches:  88%|████████▊ | 2222/2531 [1:23:00<02:52,  1.79it/s]
Batches:  88%|████████▊ | 2223/2531 [1:23:00<02:51,  1.79it/s]
Batches:  88%|████████▊ | 2224/2531 [1:23:01<02:50,  1.80it/s]
Batches:  88%|████████▊ | 2225/2531 [1:23:01<02:47,  1.82it/s]
Batches:  88%|████████▊ | 2226/2531 [1:23:02<02:48,  1.81it/s]
Batches:  88%|████████▊ | 2227/2531 [1:23:03<02:51,  1.77it/s]
Batches:  88%|████████▊ | 2228/2531 [1:23:03<02:56,  1.72it/s]
Batches:  88%|████████▊ | 2229/2531 [1:23:04<02:47,  1.80it/s]
Batches:  88%|████████▊ | 2230/2531 [1:23:04<02:50,  1.76it/s]
Batches:  88%|████████▊ | 2231/2531 [1:23:05<02:51,  1.75it/s]
Batches:  88%|████████▊ | 2232/2531 [1:23:05<02:47,  1.78it/s]
Batches:  88%|████████▊ | 2233/2531 [1:23:06<02:44,  1.81it/s]
Batches:  88%|████████▊ | 2234/2531 [1:23:06<02:44,  1.80it/s]
Batches:  88%|████████▊ | 2235/2531 [1:23:07<02:44,  1.80it/s]
Batches:  88%|████████▊ | 2236/2531 [1:23:08<02:46,  1.77it/s]
Batches:  88%|████████▊ | 2237/2531 [1:23:08<02:40,  1.83it/s]
Batches:  88%|████████▊ | 2238/2531 [1:23:09<02:40,  1.82it/s]
Batches:  88%|████████▊ | 2239/2531 [1:23:09<02:40,  1.82it/s]
Batches:  89%|████████▊ | 2240/2531 [1:23:10<02:39,  1.82it/s]
Batches:  89%|████████▊ | 2241/2531 [1:23:10<02:39,  1.82it/s]
Batches:  89%|████████▊ | 2242/2531 [1:23:11<02:41,  1.79it/s]
Batches:  89%|████████▊ | 2243/2531 [1:23:11<02:38,  1.81it/s]
Batches:  89%|████████▊ | 2244/2531 [1:23:12<02:38,  1.82it/s]
Batches:  89%|████████▊ | 2245/2531 [1:23:13<02:36,  1.83it/s]
Batches:  89%|████████▊ | 2246/2531 [1:23:13<02:36,  1.83it/s]
Batches:  89%|████████▉ | 2247/2531 [1:23:14<02:31,  1.88it/s]
Batches:  89%|████████▉ | 2248/2531 [1:23:14<02:33,  1.85it/s]
Batches:  89%|████████▉ | 2249/2531 [1:23:15<02:31,  1.86it/s]
Batches:  89%|████████▉ | 2250/2531 [1:23:15<02:30,  1.87it/s]
Batches:  89%|████████▉ | 2251/2531 [1:23:16<02:27,  1.90it/s]
Batches:  89%|████████▉ | 2252/2531 [1:23:16<02:28,  1.88it/s]
Batches:  89%|████████▉ | 2253/2531 [1:23:17<02:25,  1.91it/s]
Batches:  89%|████████▉ | 2254/2531 [1:23:17<02:27,  1.88it/s]
Batches:  89%|████████▉ | 2255/2531 [1:23:18<02:24,  1.92it/s]
Batches:  89%|████████▉ | 2256/2531 [1:23:18<02:25,  1.88it/s]
Batches:  89%|████████▉ | 2257/2531 [1:23:19<02:23,  1.92it/s]
Batches:  89%|████████▉ | 2258/2531 [1:23:19<02:23,  1.90it/s]
Batches:  89%|████████▉ | 2259/2531 [1:23:20<02:23,  1.89it/s]
Batches:  89%|████████▉ | 2260/2531 [1:23:20<02:25,  1.86it/s]
Batches:  89%|████████▉ | 2261/2531 [1:23:21<02:24,  1.87it/s]
Batches:  89%|████████▉ | 2262/2531 [1:23:22<02:23,  1.87it/s]
Batches:  89%|████████▉ | 2263/2531 [1:23:22<02:24,  1.85it/s]
Batches:  89%|████████▉ | 2264/2531 [1:23:23<02:25,  1.83it/s]
Batches:  89%|████████▉ | 2265/2531 [1:23:23<02:25,  1.83it/s]
Batches:  90%|████████▉ | 2266/2531 [1:23:24<02:19,  1.90it/s]
Batches:  90%|████████▉ | 2267/2531 [1:23:24<02:13,  1.97it/s]
Batches:  90%|████████▉ | 2268/2531 [1:23:25<02:12,  1.99it/s]
Batches:  90%|████████▉ | 2269/2531 [1:23:25<02:11,  1.99it/s]
Batches:  90%|████████▉ | 2270/2531 [1:23:26<02:14,  1.94it/s]
Batches:  90%|████████▉ | 2271/2531 [1:23:26<02:10,  2.00it/s]
Batches:  90%|████████▉ | 2272/2531 [1:23:27<02:11,  1.96it/s]
Batches:  90%|████████▉ | 2273/2531 [1:23:27<02:10,  1.98it/s]
Batches:  90%|████████▉ | 2274/2531 [1:23:28<02:05,  2.05it/s]
Batches:  90%|████████▉ | 2275/2531 [1:23:28<02:08,  1.99it/s]
Batches:  90%|████████▉ | 2276/2531 [1:23:29<02:04,  2.04it/s]
Batches:  90%|████████▉ | 2277/2531 [1:23:29<02:00,  2.10it/s]
Batches:  90%|█████████ | 2278/2531 [1:23:30<02:02,  2.07it/s]
Batches:  90%|█████████ | 2279/2531 [1:23:30<02:05,  2.01it/s]
Batches:  90%|█████████ | 2280/2531 [1:23:31<02:02,  2.04it/s]
Batches:  90%|█████████ | 2281/2531 [1:23:31<02:02,  2.03it/s]
Batches:  90%|█████████ | 2282/2531 [1:23:32<02:02,  2.03it/s]
Batches:  90%|█████████ | 2283/2531 [1:23:32<02:02,  2.02it/s]
Batches:  90%|█████████ | 2284/2531 [1:23:33<02:02,  2.02it/s]
Batches:  90%|█████████ | 2285/2531 [1:23:33<02:00,  2.05it/s]
Batches:  90%|█████████ | 2286/2531 [1:23:34<02:04,  1.97it/s]
Batches:  90%|█████████ | 2287/2531 [1:23:34<02:00,  2.02it/s]
Batches:  90%|█████████ | 2288/2531 [1:23:35<02:00,  2.02it/s]
Batches:  90%|█████████ | 2289/2531 [1:23:35<02:00,  2.01it/s]
Batches:  90%|█████████ | 2290/2531 [1:23:36<02:03,  1.95it/s]
Batches:  91%|█████████ | 2291/2531 [1:23:36<02:05,  1.91it/s]
Batches:  91%|█████████ | 2292/2531 [1:23:37<02:01,  1.97it/s]
Batches:  91%|█████████ | 2293/2531 [1:23:37<02:00,  1.98it/s]
Batches:  91%|█████████ | 2294/2531 [1:23:38<02:02,  1.93it/s]
Batches:  91%|█████████ | 2295/2531 [1:23:38<02:00,  1.95it/s]
Batches:  91%|█████████ | 2296/2531 [1:23:39<01:56,  2.01it/s]
Batches:  91%|█████████ | 2297/2531 [1:23:39<01:56,  2.01it/s]
Batches:  91%|█████████ | 2298/2531 [1:23:40<01:55,  2.01it/s]
Batches:  91%|█████████ | 2299/2531 [1:23:40<01:55,  2.01it/s]
Batches:  91%|█████████ | 2300/2531 [1:23:41<01:54,  2.01it/s]
Batches:  91%|█████████ | 2301/2531 [1:23:41<01:52,  2.05it/s]
Batches:  91%|█████████ | 2302/2531 [1:23:42<01:52,  2.04it/s]
Batches:  91%|█████████ | 2303/2531 [1:23:42<01:49,  2.08it/s]
Batches:  91%|█████████ | 2304/2531 [1:23:43<01:48,  2.10it/s]
Batches:  91%|█████████ | 2305/2531 [1:23:43<01:45,  2.14it/s]
Batches:  91%|█████████ | 2306/2531 [1:23:43<01:46,  2.10it/s]
Batches:  91%|█████████ | 2307/2531 [1:23:44<01:48,  2.07it/s]
Batches:  91%|█████████ | 2308/2531 [1:23:44<01:46,  2.10it/s]
Batches:  91%|█████████ | 2309/2531 [1:23:45<01:47,  2.07it/s]
Batches:  91%|█████████▏| 2310/2531 [1:23:45<01:45,  2.09it/s]
Batches:  91%|█████████▏| 2311/2531 [1:23:46<01:46,  2.06it/s]
Batches:  91%|█████████▏| 2312/2531 [1:23:46<01:44,  2.09it/s]
Batches:  91%|█████████▏| 2313/2531 [1:23:47<01:45,  2.07it/s]
Batches:  91%|█████████▏| 2314/2531 [1:23:47<01:44,  2.08it/s]
Batches:  91%|█████████▏| 2315/2531 [1:23:48<01:43,  2.09it/s]
Batches:  92%|█████████▏| 2316/2531 [1:23:48<01:40,  2.13it/s]
Batches:  92%|█████████▏| 2317/2531 [1:23:49<01:40,  2.13it/s]
Batches:  92%|█████████▏| 2318/2531 [1:23:49<01:41,  2.09it/s]
Batches:  92%|█████████▏| 2319/2531 [1:23:50<01:42,  2.06it/s]
Batches:  92%|█████████▏| 2320/2531 [1:23:50<01:41,  2.08it/s]
Batches:  92%|█████████▏| 2321/2531 [1:23:51<01:39,  2.10it/s]
Batches:  92%|█████████▏| 2322/2531 [1:23:51<01:39,  2.11it/s]
Batches:  92%|█████████▏| 2323/2531 [1:23:52<01:36,  2.15it/s]
Batches:  92%|█████████▏| 2324/2531 [1:23:52<01:36,  2.15it/s]
Batches:  92%|█████████▏| 2325/2531 [1:23:52<01:35,  2.16it/s]
Batches:  92%|█████████▏| 2326/2531 [1:23:53<01:34,  2.16it/s]
Batches:  92%|█████████▏| 2327/2531 [1:23:53<01:36,  2.11it/s]
Batches:  92%|█████████▏| 2328/2531 [1:23:54<01:35,  2.13it/s]
Batches:  92%|█████████▏| 2329/2531 [1:23:54<01:35,  2.12it/s]
Batches:  92%|█████████▏| 2330/2531 [1:23:55<01:33,  2.16it/s]
Batches:  92%|█████████▏| 2331/2531 [1:23:55<01:34,  2.11it/s]
Batches:  92%|█████████▏| 2332/2531 [1:23:56<01:32,  2.15it/s]
Batches:  92%|█████████▏| 2333/2531 [1:23:56<01:32,  2.14it/s]
Batches:  92%|█████████▏| 2334/2531 [1:23:57<01:28,  2.23it/s]
Batches:  92%|█████████▏| 2335/2531 [1:23:57<01:30,  2.16it/s]
Batches:  92%|█████████▏| 2336/2531 [1:23:58<01:30,  2.16it/s]
Batches:  92%|█████████▏| 2337/2531 [1:23:58<01:29,  2.16it/s]
Batches:  92%|█████████▏| 2338/2531 [1:23:58<01:25,  2.25it/s]
Batches:  92%|█████████▏| 2339/2531 [1:23:59<01:22,  2.32it/s]
Batches:  92%|█████████▏| 2340/2531 [1:23:59<01:20,  2.37it/s]
Batches:  92%|█████████▏| 2341/2531 [1:24:00<01:21,  2.33it/s]
Batches:  93%|█████████▎| 2342/2531 [1:24:00<01:19,  2.37it/s]
Batches:  93%|█████████▎| 2343/2531 [1:24:01<01:18,  2.40it/s]
Batches:  93%|█████████▎| 2344/2531 [1:24:01<01:20,  2.33it/s]
Batches:  93%|█████████▎| 2345/2531 [1:24:01<01:18,  2.37it/s]
Batches:  93%|█████████▎| 2346/2531 [1:24:02<01:16,  2.41it/s]
Batches:  93%|█████████▎| 2347/2531 [1:24:02<01:18,  2.36it/s]
Batches:  93%|█████████▎| 2348/2531 [1:24:03<01:24,  2.16it/s]
Batches:  93%|█████████▎| 2349/2531 [1:24:03<01:20,  2.25it/s]
Batches:  93%|█████████▎| 2350/2531 [1:24:04<01:20,  2.25it/s]
Batches:  93%|█████████▎| 2351/2531 [1:24:04<01:17,  2.32it/s]
Batches:  93%|█████████▎| 2352/2531 [1:24:04<01:18,  2.29it/s]
Batches:  93%|█████████▎| 2353/2531 [1:24:05<01:16,  2.34it/s]
Batches:  93%|█████████▎| 2354/2531 [1:24:05<01:16,  2.31it/s]
Batches:  93%|█████████▎| 2355/2531 [1:24:06<01:18,  2.25it/s]
Batches:  93%|█████████▎| 2356/2531 [1:24:06<01:19,  2.20it/s]
Batches:  93%|█████████▎| 2357/2531 [1:24:07<01:19,  2.18it/s]
Batches:  93%|█████████▎| 2358/2531 [1:24:07<01:16,  2.25it/s]
Batches:  93%|█████████▎| 2359/2531 [1:24:08<01:14,  2.32it/s]
Batches:  93%|█████████▎| 2360/2531 [1:24:08<01:15,  2.27it/s]
Batches:  93%|█████████▎| 2361/2531 [1:24:08<01:13,  2.32it/s]
Batches:  93%|█████████▎| 2362/2531 [1:24:09<01:13,  2.29it/s]
Batches:  93%|█████████▎| 2363/2531 [1:24:09<01:11,  2.35it/s]
Batches:  93%|█████████▎| 2364/2531 [1:24:10<01:10,  2.38it/s]
Batches:  93%|█████████▎| 2365/2531 [1:24:10<01:08,  2.41it/s]
Batches:  93%|█████████▎| 2366/2531 [1:24:11<01:09,  2.36it/s]
Batches:  94%|█████████▎| 2367/2531 [1:24:11<01:08,  2.40it/s]
Batches:  94%|█████████▎| 2368/2531 [1:24:11<01:05,  2.49it/s]
Batches:  94%|█████████▎| 2369/2531 [1:24:12<01:05,  2.49it/s]
Batches:  94%|█████████▎| 2370/2531 [1:24:12<01:04,  2.49it/s]
Batches:  94%|█████████▎| 2371/2531 [1:24:13<01:07,  2.37it/s]
Batches:  94%|█████████▎| 2372/2531 [1:24:13<01:06,  2.40it/s]
Batches:  94%|█████████▍| 2373/2531 [1:24:13<01:05,  2.43it/s]
Batches:  94%|█████████▍| 2374/2531 [1:24:14<01:04,  2.44it/s]
Batches:  94%|█████████▍| 2375/2531 [1:24:14<01:01,  2.52it/s]
Batches:  94%|█████████▍| 2376/2531 [1:24:15<01:02,  2.50it/s]
Batches:  94%|█████████▍| 2377/2531 [1:24:15<01:02,  2.48it/s]
Batches:  94%|█████████▍| 2378/2531 [1:24:15<01:01,  2.47it/s]
Batches:  94%|█████████▍| 2379/2531 [1:24:16<01:03,  2.39it/s]
Batches:  94%|█████████▍| 2380/2531 [1:24:16<01:02,  2.42it/s]
Batches:  94%|█████████▍| 2381/2531 [1:24:17<01:03,  2.37it/s]
Batches:  94%|█████████▍| 2382/2531 [1:24:17<01:04,  2.30it/s]
Batches:  94%|█████████▍| 2383/2531 [1:24:18<01:02,  2.36it/s]
Batches:  94%|█████████▍| 2384/2531 [1:24:18<00:59,  2.46it/s]
Batches:  94%|█████████▍| 2385/2531 [1:24:18<00:59,  2.46it/s]
Batches:  94%|█████████▍| 2386/2531 [1:24:19<00:58,  2.46it/s]
Batches:  94%|█████████▍| 2387/2531 [1:24:19<00:58,  2.46it/s]
Batches:  94%|█████████▍| 2388/2531 [1:24:20<00:57,  2.47it/s]
Batches:  94%|█████████▍| 2389/2531 [1:24:20<00:55,  2.55it/s]
Batches:  94%|█████████▍| 2390/2531 [1:24:20<00:54,  2.60it/s]
Batches:  94%|█████████▍| 2391/2531 [1:24:21<00:54,  2.57it/s]
Batches:  95%|█████████▍| 2392/2531 [1:24:21<00:54,  2.53it/s]
Batches:  95%|█████████▍| 2393/2531 [1:24:21<00:54,  2.52it/s]
Batches:  95%|█████████▍| 2394/2531 [1:24:22<00:54,  2.51it/s]
Batches:  95%|█████████▍| 2395/2531 [1:24:22<00:54,  2.50it/s]
Batches:  95%|█████████▍| 2396/2531 [1:24:23<00:56,  2.38it/s]
Batches:  95%|█████████▍| 2397/2531 [1:24:23<00:55,  2.40it/s]
Batches:  95%|█████████▍| 2398/2531 [1:24:24<00:53,  2.49it/s]
Batches:  95%|█████████▍| 2399/2531 [1:24:24<00:54,  2.41it/s]
Batches:  95%|█████████▍| 2400/2531 [1:24:24<00:54,  2.42it/s]
Batches:  95%|█████████▍| 2401/2531 [1:24:25<00:51,  2.51it/s]
Batches:  95%|█████████▍| 2402/2531 [1:24:25<00:53,  2.42it/s]
Batches:  95%|█████████▍| 2403/2531 [1:24:26<00:55,  2.32it/s]
Batches:  95%|█████████▍| 2404/2531 [1:24:26<00:53,  2.36it/s]
Batches:  95%|█████████▌| 2405/2531 [1:24:26<00:51,  2.46it/s]
Batches:  95%|█████████▌| 2406/2531 [1:24:27<00:49,  2.53it/s]
Batches:  95%|█████████▌| 2407/2531 [1:24:27<00:47,  2.59it/s]
Batches:  95%|█████████▌| 2408/2531 [1:24:28<00:50,  2.44it/s]
Batches:  95%|█████████▌| 2409/2531 [1:24:28<00:49,  2.44it/s]
Batches:  95%|█████████▌| 2410/2531 [1:24:28<00:49,  2.44it/s]
Batches:  95%|█████████▌| 2411/2531 [1:24:29<00:48,  2.46it/s]
Batches:  95%|█████████▌| 2412/2531 [1:24:29<00:48,  2.45it/s]
Batches:  95%|█████████▌| 2413/2531 [1:24:30<00:49,  2.39it/s]
Batches:  95%|█████████▌| 2414/2531 [1:24:30<00:48,  2.41it/s]
Batches:  95%|█████████▌| 2415/2531 [1:24:30<00:47,  2.43it/s]
Batches:  95%|█████████▌| 2416/2531 [1:24:31<00:45,  2.51it/s]
Batches:  95%|█████████▌| 2417/2531 [1:24:31<00:45,  2.49it/s]
Batches:  96%|█████████▌| 2418/2531 [1:24:32<00:44,  2.55it/s]
Batches:  96%|█████████▌| 2419/2531 [1:24:32<00:42,  2.61it/s]
Batches:  96%|█████████▌| 2420/2531 [1:24:32<00:41,  2.65it/s]
Batches:  96%|█████████▌| 2421/2531 [1:24:33<00:42,  2.59it/s]
Batches:  96%|█████████▌| 2422/2531 [1:24:33<00:42,  2.55it/s]
Batches:  96%|█████████▌| 2423/2531 [1:24:34<00:43,  2.46it/s]
Batches:  96%|█████████▌| 2424/2531 [1:24:34<00:42,  2.53it/s]
Batches:  96%|█████████▌| 2425/2531 [1:24:34<00:42,  2.51it/s]
Batches:  96%|█████████▌| 2426/2531 [1:24:35<00:42,  2.50it/s]
Batches:  96%|█████████▌| 2427/2531 [1:24:35<00:43,  2.42it/s]
Batches:  96%|█████████▌| 2428/2531 [1:24:36<00:41,  2.50it/s]
Batches:  96%|█████████▌| 2429/2531 [1:24:36<00:39,  2.56it/s]
Batches:  96%|█████████▌| 2430/2531 [1:24:36<00:40,  2.52it/s]
Batches:  96%|█████████▌| 2431/2531 [1:24:37<00:38,  2.58it/s]
Batches:  96%|█████████▌| 2432/2531 [1:24:37<00:38,  2.54it/s]
Batches:  96%|█████████▌| 2433/2531 [1:24:38<00:37,  2.59it/s]
Batches:  96%|█████████▌| 2434/2531 [1:24:38<00:36,  2.63it/s]
Batches:  96%|█████████▌| 2435/2531 [1:24:38<00:37,  2.57it/s]
Batches:  96%|█████████▌| 2436/2531 [1:24:39<00:37,  2.54it/s]
Batches:  96%|█████████▋| 2437/2531 [1:24:39<00:36,  2.59it/s]
Batches:  96%|█████████▋| 2438/2531 [1:24:39<00:35,  2.63it/s]
Batches:  96%|█████████▋| 2439/2531 [1:24:40<00:34,  2.65it/s]
Batches:  96%|█████████▋| 2440/2531 [1:24:40<00:34,  2.67it/s]
Batches:  96%|█████████▋| 2441/2531 [1:24:41<00:33,  2.69it/s]
Batches:  96%|█████████▋| 2442/2531 [1:24:41<00:32,  2.71it/s]
Batches:  97%|█████████▋| 2443/2531 [1:24:41<00:32,  2.71it/s]
Batches:  97%|█████████▋| 2444/2531 [1:24:42<00:33,  2.63it/s]
Batches:  97%|█████████▋| 2445/2531 [1:24:42<00:33,  2.57it/s]
Batches:  97%|█████████▋| 2446/2531 [1:24:43<00:33,  2.53it/s]
Batches:  97%|█████████▋| 2447/2531 [1:24:43<00:32,  2.59it/s]
Batches:  97%|█████████▋| 2448/2531 [1:24:43<00:32,  2.56it/s]
Batches:  97%|█████████▋| 2449/2531 [1:24:44<00:32,  2.52it/s]
Batches:  97%|█████████▋| 2450/2531 [1:24:44<00:31,  2.58it/s]
Batches:  97%|█████████▋| 2451/2531 [1:24:44<00:30,  2.63it/s]
Batches:  97%|█████████▋| 2452/2531 [1:24:45<00:29,  2.66it/s]
Batches:  97%|█████████▋| 2453/2531 [1:24:45<00:29,  2.67it/s]
Batches:  97%|█████████▋| 2454/2531 [1:24:46<00:28,  2.70it/s]
Batches:  97%|█████████▋| 2455/2531 [1:24:46<00:28,  2.70it/s]
Batches:  97%|█████████▋| 2456/2531 [1:24:46<00:28,  2.62it/s]
Batches:  97%|█████████▋| 2457/2531 [1:24:47<00:27,  2.65it/s]
Batches:  97%|█████████▋| 2458/2531 [1:24:47<00:27,  2.68it/s]
Batches:  97%|█████████▋| 2459/2531 [1:24:47<00:26,  2.68it/s]
Batches:  97%|█████████▋| 2460/2531 [1:24:48<00:26,  2.70it/s]
Batches:  97%|█████████▋| 2461/2531 [1:24:48<00:25,  2.71it/s]
Batches:  97%|█████████▋| 2462/2531 [1:24:49<00:25,  2.71it/s]
Batches:  97%|█████████▋| 2463/2531 [1:24:49<00:25,  2.64it/s]
Batches:  97%|█████████▋| 2464/2531 [1:24:49<00:24,  2.71it/s]
Batches:  97%|█████████▋| 2465/2531 [1:24:50<00:23,  2.77it/s]
Batches:  97%|█████████▋| 2466/2531 [1:24:50<00:23,  2.76it/s]
Batches:  97%|█████████▋| 2467/2531 [1:24:50<00:23,  2.74it/s]
Batches:  98%|█████████▊| 2468/2531 [1:24:51<00:23,  2.74it/s]
Batches:  98%|█████████▊| 2469/2531 [1:24:51<00:23,  2.65it/s]
Batches:  98%|█████████▊| 2470/2531 [1:24:51<00:22,  2.66it/s]
Batches:  98%|█████████▊| 2471/2531 [1:24:52<00:23,  2.60it/s]
Batches:  98%|█████████▊| 2472/2531 [1:24:52<00:22,  2.64it/s]
Batches:  98%|█████████▊| 2473/2531 [1:24:53<00:21,  2.66it/s]
Batches:  98%|█████████▊| 2474/2531 [1:24:53<00:21,  2.68it/s]
Batches:  98%|█████████▊| 2475/2531 [1:24:53<00:20,  2.69it/s]
Batches:  98%|█████████▊| 2476/2531 [1:24:54<00:20,  2.62it/s]
Batches:  98%|█████████▊| 2477/2531 [1:24:54<00:20,  2.66it/s]
Batches:  98%|█████████▊| 2478/2531 [1:24:54<00:19,  2.73it/s]
Batches:  98%|█████████▊| 2479/2531 [1:24:55<00:19,  2.74it/s]
Batches:  98%|█████████▊| 2480/2531 [1:24:55<00:18,  2.74it/s]
Batches:  98%|█████████▊| 2481/2531 [1:24:56<00:18,  2.73it/s]
Batches:  98%|█████████▊| 2482/2531 [1:24:56<00:17,  2.73it/s]
Batches:  98%|█████████▊| 2483/2531 [1:24:56<00:17,  2.73it/s]
Batches:  98%|█████████▊| 2484/2531 [1:24:57<00:17,  2.74it/s]
Batches:  98%|█████████▊| 2485/2531 [1:24:57<00:16,  2.74it/s]
Batches:  98%|█████████▊| 2486/2531 [1:24:57<00:16,  2.73it/s]
Batches:  98%|█████████▊| 2487/2531 [1:24:58<00:16,  2.73it/s]
Batches:  98%|█████████▊| 2488/2531 [1:24:58<00:15,  2.73it/s]
Batches:  98%|█████████▊| 2489/2531 [1:24:58<00:15,  2.72it/s]
Batches:  98%|█████████▊| 2490/2531 [1:24:59<00:15,  2.73it/s]
Batches:  98%|█████████▊| 2491/2531 [1:24:59<00:14,  2.73it/s]
Batches:  98%|█████████▊| 2492/2531 [1:25:00<00:14,  2.74it/s]
Batches:  98%|█████████▊| 2493/2531 [1:25:00<00:13,  2.74it/s]
Batches:  99%|█████████▊| 2494/2531 [1:25:00<00:13,  2.74it/s]
Batches:  99%|█████████▊| 2495/2531 [1:25:01<00:13,  2.74it/s]
Batches:  99%|█████████▊| 2496/2531 [1:25:01<00:12,  2.74it/s]
Batches:  99%|█████████▊| 2497/2531 [1:25:01<00:12,  2.79it/s]
Batches:  99%|█████████▊| 2498/2531 [1:25:02<00:12,  2.68it/s]
Batches:  99%|█████████▊| 2499/2531 [1:25:02<00:11,  2.74it/s]
Batches:  99%|█████████▉| 2500/2531 [1:25:03<00:11,  2.74it/s]
Batches:  99%|█████████▉| 2501/2531 [1:25:03<00:10,  2.74it/s]
Batches:  99%|█████████▉| 2502/2531 [1:25:03<00:10,  2.73it/s]
Batches:  99%|█████████▉| 2503/2531 [1:25:04<00:10,  2.64it/s]
Batches:  99%|█████████▉| 2504/2531 [1:25:04<00:10,  2.58it/s]
Batches:  99%|█████████▉| 2505/2531 [1:25:04<00:09,  2.62it/s]
Batches:  99%|█████████▉| 2506/2531 [1:25:05<00:09,  2.65it/s]
Batches:  99%|█████████▉| 2507/2531 [1:25:05<00:08,  2.68it/s]
Batches:  99%|█████████▉| 2508/2531 [1:25:06<00:08,  2.69it/s]
Batches:  99%|█████████▉| 2509/2531 [1:25:06<00:08,  2.69it/s]
Batches:  99%|█████████▉| 2510/2531 [1:25:06<00:07,  2.75it/s]
Batches:  99%|█████████▉| 2511/2531 [1:25:07<00:07,  2.75it/s]
Batches:  99%|█████████▉| 2512/2531 [1:25:07<00:06,  2.74it/s]
Batches:  99%|█████████▉| 2513/2531 [1:25:07<00:06,  2.73it/s]
Batches:  99%|█████████▉| 2514/2531 [1:25:08<00:06,  2.73it/s]
Batches:  99%|█████████▉| 2515/2531 [1:25:08<00:05,  2.72it/s]
Batches:  99%|█████████▉| 2516/2531 [1:25:08<00:05,  2.72it/s]
Batches:  99%|█████████▉| 2517/2531 [1:25:09<00:05,  2.78it/s]
Batches:  99%|█████████▉| 2518/2531 [1:25:09<00:04,  2.82it/s]
Batches: 100%|█████████▉| 2519/2531 [1:25:09<00:04,  2.85it/s]
Batches: 100%|█████████▉| 2520/2531 [1:25:10<00:03,  2.87it/s]
Batches: 100%|█████████▉| 2521/2531 [1:25:10<00:03,  2.98it/s]
Batches: 100%|█████████▉| 2522/2531 [1:25:10<00:02,  3.06it/s]
Batches: 100%|█████████▉| 2523/2531 [1:25:11<00:02,  3.12it/s]
Batches: 100%|█████████▉| 2524/2531 [1:25:11<00:02,  3.16it/s]
Batches: 100%|█████████▉| 2525/2531 [1:25:11<00:01,  3.20it/s]
Batches: 100%|█████████▉| 2526/2531 [1:25:12<00:01,  3.22it/s]
Batches: 100%|█████████▉| 2527/2531 [1:25:12<00:01,  3.23it/s]
Batches: 100%|█████████▉| 2528/2531 [1:25:12<00:00,  3.25it/s]
Batches: 100%|█████████▉| 2529/2531 [1:25:13<00:00,  3.26it/s]
Batches: 100%|█████████▉| 2530/2531 [1:25:13<00:00,  3.37it/s]
Batches: 100%|██████████| 2531/2531 [1:25:13<00:00,  2.02s/it]

Overall progress: 100%|██████████| 4/4 [1:28:10<00:00, 1031.94s/it]
Overall progress: 100%|██████████| 4/4 [1:28:10<00:00, 1322.67s/it]
Concatenating embeddings...
Creating FAISS index...
Adding embeddings to FAISS index...
Saving FAISS index...
FAISS index saved to faiss_index.bin
Saving embeddings...
Document embeddings saved to document_embeddings.npy