Some weights of MultiTaskDistilBert were not initialized from the model checkpoint at distilbert-base-uncased and are newly initialized: ['classifier_interv.bias', 'classifier_interv.weight', 'classifier_main.bias', 'classifier_main.weight', 'classifier_priority.bias', 'classifier_priority.weight', 'classifier_sub.bias', 'classifier_sub.weight', 'pre_classifier.bias', 'pre_classifier.weight']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
Using device: cuda
                          category                main_category
0               Drug/Alcohol Abuse       Advice and Counselling
1                     Homelessness       Advice and Counselling
2                         HIV/AIDS       Advice and Counselling
3  Relationships (Student/Teacher)       Advice and Counselling
4                      Foster Care  Child Maintenance & Custody

Map:   0%|          | 0/8810 [00:00<?, ? examples/s]
Map:  11%|█▏        | 1000/8810 [00:00<00:00, 8808.75 examples/s]
Map:  23%|██▎       | 2000/8810 [00:00<00:00, 9127.71 examples/s]
Map:  34%|███▍      | 3000/8810 [00:00<00:00, 9368.50 examples/s]
Map:  45%|████▌     | 4000/8810 [00:00<00:00, 9197.67 examples/s]
Map:  68%|██████▊   | 6000/8810 [00:00<00:00, 7661.00 examples/s]
Map:  79%|███████▉  | 7000/8810 [00:00<00:00, 8093.40 examples/s]
Map:  91%|█████████ | 8000/8810 [00:00<00:00, 8352.82 examples/s]
Map: 100%|██████████| 8810/8810 [00:01<00:00, 8504.44 examples/s]

Map:   0%|          | 0/979 [00:00<?, ? examples/s]
Map: 100%|██████████| 979/979 [00:00<00:00, 9977.68 examples/s]

  0%|          | 0/6612 [00:00<?, ?it/s]
  0%|          | 1/6612 [00:00<57:23,  1.92it/s]
  0%|          | 2/6612 [00:00<41:11,  2.67it/s]
  0%|          | 3/6612 [00:01<36:41,  3.00it/s]
  0%|          | 4/6612 [00:01<34:41,  3.17it/s]
  0%|          | 5/6612 [00:01<33:42,  3.27it/s]
  0%|          | 6/6612 [00:01<32:59,  3.34it/s]
  0%|          | 7/6612 [00:02<32:37,  3.37it/s]
  0%|          | 8/6612 [00:02<32:21,  3.40it/s]
  0%|          | 9/6612 [00:02<32:09,  3.42it/s]
  0%|          | 10/6612 [00:03<32:02,  3.43it/s]
  0%|          | 11/6612 [00:03<31:58,  3.44it/s]
  0%|          | 12/6612 [00:03<31:52,  3.45it/s]
  0%|          | 13/6612 [00:03<31:47,  3.46it/s]
  0%|          | 14/6612 [00:04<31:48,  3.46it/s]
  0%|          | 15/6612 [00:04<31:51,  3.45it/s]
  0%|          | 16/6612 [00:04<31:48,  3.46it/s]
  0%|          | 17/6612 [00:05<31:48,  3.46it/s]
  0%|          | 18/6612 [00:05<31:51,  3.45it/s]
  0%|          | 19/6612 [00:05<31:51,  3.45it/s]
  0%|          | 20/6612 [00:05<31:48,  3.45it/s]
  0%|          | 21/6612 [00:06<31:46,  3.46it/s]
  0%|          | 22/6612 [00:06<31:46,  3.46it/s]
  0%|          | 23/6612 [00:06<31:49,  3.45it/s]
  0%|          | 24/6612 [00:07<31:47,  3.45it/s]
  0%|          | 25/6612 [00:07<31:49,  3.45it/s]
  0%|          | 26/6612 [00:07<31:48,  3.45it/s]
  0%|          | 27/6612 [00:08<31:48,  3.45it/s]
  0%|          | 28/6612 [00:08<31:50,  3.45it/s]
  0%|          | 29/6612 [00:08<31:54,  3.44it/s]
  0%|          | 30/6612 [00:08<31:55,  3.44it/s]
  0%|          | 31/6612 [00:09<31:50,  3.44it/s]
  0%|          | 32/6612 [00:09<31:48,  3.45it/s]
  0%|          | 33/6612 [00:09<31:45,  3.45it/s]
  1%|          | 34/6612 [00:10<31:39,  3.46it/s]
  1%|          | 35/6612 [00:10<31:41,  3.46it/s]
  1%|          | 36/6612 [00:10<31:44,  3.45it/s]
  1%|          | 37/6612 [00:10<31:44,  3.45it/s]
  1%|          | 38/6612 [00:11<31:46,  3.45it/s]
  1%|          | 39/6612 [00:11<31:45,  3.45it/s]
  1%|          | 40/6612 [00:11<31:46,  3.45it/s]
  1%|          | 41/6612 [00:12<31:46,  3.45it/s]
  1%|          | 42/6612 [00:12<31:44,  3.45it/s]
  1%|          | 43/6612 [00:12<31:44,  3.45it/s]
  1%|          | 44/6612 [00:12<31:44,  3.45it/s]
  1%|          | 45/6612 [00:13<31:43,  3.45it/s]
  1%|          | 46/6612 [00:13<31:42,  3.45it/s]
  1%|          | 47/6612 [00:13<31:43,  3.45it/s]
  1%|          | 48/6612 [00:14<31:42,  3.45it/s]
  1%|          | 49/6612 [00:14<31:42,  3.45it/s]
  1%|          | 50/6612 [00:14<31:44,  3.45it/s]
  1%|          | 51/6612 [00:14<31:43,  3.45it/s]
  1%|          | 52/6612 [00:15<31:43,  3.45it/s]
  1%|          | 53/6612 [00:15<31:41,  3.45it/s]
  1%|          | 54/6612 [00:15<31:40,  3.45it/s]
  1%|          | 55/6612 [00:16<31:41,  3.45it/s]
  1%|          | 56/6612 [00:16<31:40,  3.45it/s]
  1%|          | 57/6612 [00:16<31:46,  3.44it/s]
  1%|          | 58/6612 [00:17<31:36,  3.46it/s]
  1%|          | 59/6612 [00:17<31:33,  3.46it/s]
  1%|          | 60/6612 [00:17<31:40,  3.45it/s]
  1%|          | 61/6612 [00:17<31:39,  3.45it/s]
  1%|          | 62/6612 [00:18<31:38,  3.45it/s]
  1%|          | 63/6612 [00:18<31:38,  3.45it/s]
  1%|          | 64/6612 [00:18<31:41,  3.44it/s]
  1%|          | 65/6612 [00:19<31:40,  3.44it/s]
  1%|          | 66/6612 [00:19<31:40,  3.44it/s]
  1%|          | 67/6612 [00:19<31:35,  3.45it/s]
  1%|          | 68/6612 [00:19<31:37,  3.45it/s]
  1%|          | 69/6612 [00:20<31:42,  3.44it/s]
  1%|          | 70/6612 [00:20<31:41,  3.44it/s]
  1%|          | 71/6612 [00:20<31:42,  3.44it/s]
  1%|          | 72/6612 [00:21<31:42,  3.44it/s]
  1%|          | 73/6612 [00:21<31:42,  3.44it/s]
  1%|          | 74/6612 [00:21<31:42,  3.44it/s]
  1%|          | 75/6612 [00:21<31:40,  3.44it/s]
  1%|          | 76/6612 [00:22<31:35,  3.45it/s]
  1%|          | 77/6612 [00:22<31:40,  3.44it/s]
  1%|          | 78/6612 [00:22<31:40,  3.44it/s]
  1%|          | 79/6612 [00:23<31:38,  3.44it/s]
  1%|          | 80/6612 [00:23<31:38,  3.44it/s]
  1%|          | 81/6612 [00:23<31:38,  3.44it/s]
  1%|          | 82/6612 [00:23<31:39,  3.44it/s]
  1%|▏         | 83/6612 [00:24<31:44,  3.43it/s]
  1%|▏         | 84/6612 [00:24<31:42,  3.43it/s]
  1%|▏         | 85/6612 [00:24<31:42,  3.43it/s]
  1%|▏         | 86/6612 [00:25<31:40,  3.43it/s]
  1%|▏         | 87/6612 [00:25<31:38,  3.44it/s]
  1%|▏         | 88/6612 [00:25<31:36,  3.44it/s]
  1%|▏         | 89/6612 [00:26<31:31,  3.45it/s]
  1%|▏         | 90/6612 [00:26<31:33,  3.44it/s]
  1%|▏         | 91/6612 [00:26<31:39,  3.43it/s]
  1%|▏         | 92/6612 [00:26<31:41,  3.43it/s]
  1%|▏         | 93/6612 [00:27<31:44,  3.42it/s]
  1%|▏         | 94/6612 [00:27<31:42,  3.43it/s]
  1%|▏         | 95/6612 [00:27<31:45,  3.42it/s]
  1%|▏         | 96/6612 [00:28<31:44,  3.42it/s]
  1%|▏         | 97/6612 [00:28<31:42,  3.42it/s]
  1%|▏         | 98/6612 [00:28<31:39,  3.43it/s]
  1%|▏         | 99/6612 [00:28<31:38,  3.43it/s]
  2%|▏         | 100/6612 [00:29<31:30,  3.44it/s]
                                                  

  2%|▏         | 100/6612 [00:29<31:30,  3.44it/s]
  2%|▏         | 101/6612 [00:29<33:17,  3.26it/s]
  2%|▏         | 102/6612 [00:29<32:49,  3.31it/s]
  2%|▏         | 103/6612 [00:30<32:31,  3.34it/s]
  2%|▏         | 104/6612 [00:30<32:14,  3.36it/s]
  2%|▏         | 105/6612 [00:30<32:04,  3.38it/s]
  2%|▏         | 106/6612 [00:31<31:57,  3.39it/s]
  2%|▏         | 107/6612 [00:31<31:51,  3.40it/s]
  2%|▏         | 108/6612 [00:31<31:47,  3.41it/s]
  2%|▏         | 109/6612 [00:31<31:42,  3.42it/s]
  2%|▏         | 110/6612 [00:32<31:40,  3.42it/s]
  2%|▏         | 111/6612 [00:32<31:39,  3.42it/s]
  2%|▏         | 112/6612 [00:32<31:38,  3.42it/s]
  2%|▏         | 113/6612 [00:33<31:37,  3.43it/s]
  2%|▏         | 114/6612 [00:33<31:35,  3.43it/s]
  2%|▏         | 115/6612 [00:33<31:40,  3.42it/s]
  2%|▏         | 116/6612 [00:33<31:39,  3.42it/s]
  2%|▏         | 117/6612 [00:34<31:36,  3.43it/s]
  2%|▏         | 118/6612 [00:34<31:35,  3.43it/s]
  2%|▏         | 119/6612 [00:34<31:40,  3.42it/s]
  2%|▏         | 120/6612 [00:35<31:43,  3.41it/s]
  2%|▏         | 121/6612 [00:35<31:41,  3.41it/s]
  2%|▏         | 122/6612 [00:35<31:37,  3.42it/s]
  2%|▏         | 123/6612 [00:35<31:35,  3.42it/s]
  2%|▏         | 124/6612 [00:36<31:36,  3.42it/s]
  2%|▏         | 125/6612 [00:36<31:36,  3.42it/s]
  2%|▏         | 126/6612 [00:36<31:39,  3.41it/s]
  2%|▏         | 127/6612 [00:37<31:38,  3.42it/s]
  2%|▏         | 128/6612 [00:37<31:36,  3.42it/s]
  2%|▏         | 129/6612 [00:37<31:32,  3.43it/s]
  2%|▏         | 130/6612 [00:38<31:30,  3.43it/s]
  2%|▏         | 131/6612 [00:38<31:29,  3.43it/s]
  2%|▏         | 132/6612 [00:38<31:34,  3.42it/s]
  2%|▏         | 133/6612 [00:38<31:31,  3.42it/s]
  2%|▏         | 134/6612 [00:39<31:31,  3.42it/s]
  2%|▏         | 135/6612 [00:39<31:31,  3.42it/s]
  2%|▏         | 136/6612 [00:39<31:31,  3.42it/s]
  2%|▏         | 137/6612 [00:40<31:32,  3.42it/s]
  2%|▏         | 138/6612 [00:40<31:32,  3.42it/s]
  2%|▏         | 139/6612 [00:40<31:32,  3.42it/s]
  2%|▏         | 140/6612 [00:40<31:28,  3.43it/s]
  2%|▏         | 141/6612 [00:41<31:21,  3.44it/s]
  2%|▏         | 142/6612 [00:41<31:21,  3.44it/s]
  2%|▏         | 143/6612 [00:41<31:24,  3.43it/s]
  2%|▏         | 144/6612 [00:42<31:26,  3.43it/s]
  2%|▏         | 145/6612 [00:42<31:27,  3.43it/s]
  2%|▏         | 146/6612 [00:42<31:27,  3.42it/s]
  2%|▏         | 147/6612 [00:43<31:29,  3.42it/s]
  2%|▏         | 148/6612 [00:43<31:30,  3.42it/s]
  2%|▏         | 149/6612 [00:43<31:30,  3.42it/s]
  2%|▏         | 150/6612 [00:43<31:29,  3.42it/s]
  2%|▏         | 151/6612 [00:44<31:30,  3.42it/s]
  2%|▏         | 152/6612 [00:44<31:23,  3.43it/s]
  2%|▏         | 153/6612 [00:44<31:24,  3.43it/s]
  2%|▏         | 154/6612 [00:45<31:30,  3.42it/s]
  2%|▏         | 155/6612 [00:45<31:30,  3.42it/s]
  2%|▏         | 156/6612 [00:45<31:30,  3.42it/s]
  2%|▏         | 157/6612 [00:45<31:29,  3.42it/s]
  2%|▏         | 158/6612 [00:46<31:28,  3.42it/s]
  2%|▏         | 159/6612 [00:46<31:29,  3.42it/s]
  2%|▏         | 160/6612 [00:46<31:33,  3.41it/s]
  2%|▏         | 161/6612 [00:47<31:31,  3.41it/s]
  2%|▏         | 162/6612 [00:47<31:30,  3.41it/s]
  2%|▏         | 163/6612 [00:47<31:25,  3.42it/s]
  2%|▏         | 164/6612 [00:47<31:22,  3.43it/s]
  2%|▏         | 165/6612 [00:48<31:23,  3.42it/s]
  3%|▎         | 166/6612 [00:48<31:23,  3.42it/s]
  3%|▎         | 167/6612 [00:48<31:26,  3.42it/s]
  3%|▎         | 168/6612 [00:49<31:25,  3.42it/s]
  3%|▎         | 169/6612 [00:49<31:25,  3.42it/s]
  3%|▎         | 170/6612 [00:49<31:26,  3.42it/s]
  3%|▎         | 171/6612 [00:50<31:29,  3.41it/s]
  3%|▎         | 172/6612 [00:50<31:32,  3.40it/s]
  3%|▎         | 173/6612 [00:50<31:28,  3.41it/s]
  3%|▎         | 174/6612 [00:50<31:27,  3.41it/s]
  3%|▎         | 175/6612 [00:51<31:27,  3.41it/s]
  3%|▎         | 176/6612 [00:51<31:29,  3.41it/s]
  3%|▎         | 177/6612 [00:51<31:27,  3.41it/s]
  3%|▎         | 178/6612 [00:52<31:25,  3.41it/s]
  3%|▎         | 179/6612 [00:52<31:23,  3.41it/s]
  3%|▎         | 180/6612 [00:52<31:27,  3.41it/s]
  3%|▎         | 181/6612 [00:52<31:24,  3.41it/s]
  3%|▎         | 182/6612 [00:53<31:28,  3.40it/s]
  3%|▎         | 183/6612 [00:53<31:26,  3.41it/s]
  3%|▎         | 184/6612 [00:53<31:23,  3.41it/s]
  3%|▎         | 185/6612 [00:54<31:23,  3.41it/s]
  3%|▎         | 186/6612 [00:54<31:22,  3.41it/s]
  3%|▎         | 187/6612 [00:54<31:22,  3.41it/s]
  3%|▎         | 188/6612 [00:55<31:23,  3.41it/s]
  3%|▎         | 189/6612 [00:55<31:17,  3.42it/s]
  3%|▎         | 190/6612 [00:55<31:15,  3.42it/s]
  3%|▎         | 191/6612 [00:55<31:21,  3.41it/s]
  3%|▎         | 192/6612 [00:56<31:22,  3.41it/s]
  3%|▎         | 193/6612 [00:56<31:21,  3.41it/s]
  3%|▎         | 194/6612 [00:56<31:19,  3.41it/s]
  3%|▎         | 195/6612 [00:57<31:20,  3.41it/s]
  3%|▎         | 196/6612 [00:57<31:18,  3.42it/s]
  3%|▎         | 197/6612 [00:57<31:19,  3.41it/s]
  3%|▎         | 198/6612 [00:57<31:21,  3.41it/s]
  3%|▎         | 199/6612 [00:58<31:20,  3.41it/s]
  3%|▎         | 200/6612 [00:58<31:17,  3.41it/s]
                                                  

  3%|▎         | 200/6612 [00:58<31:17,  3.41it/s]
  3%|▎         | 201/6612 [00:59<38:05,  2.80it/s]
  3%|▎         | 202/6612 [00:59<36:03,  2.96it/s]
  3%|▎         | 203/6612 [00:59<34:35,  3.09it/s]
  3%|▎         | 204/6612 [00:59<34:15,  3.12it/s]
  3%|▎         | 205/6612 [01:00<37:07,  2.88it/s]
  3%|▎         | 206/6612 [01:00<35:19,  3.02it/s]
  3%|▎         | 207/6612 [01:00<34:07,  3.13it/s]
  3%|▎         | 208/6612 [01:01<33:17,  3.21it/s]
  3%|▎         | 209/6612 [01:01<32:41,  3.26it/s]
  3%|▎         | 210/6612 [01:01<32:15,  3.31it/s]
  3%|▎         | 211/6612 [01:02<31:55,  3.34it/s]
  3%|▎         | 212/6612 [01:02<31:40,  3.37it/s]
  3%|▎         | 213/6612 [01:02<31:33,  3.38it/s]
  3%|▎         | 214/6612 [01:02<31:25,  3.39it/s]
  3%|▎         | 215/6612 [01:03<31:22,  3.40it/s]
  3%|▎         | 216/6612 [01:03<31:20,  3.40it/s]
  3%|▎         | 217/6612 [01:03<31:17,  3.41it/s]
  3%|▎         | 218/6612 [01:04<31:18,  3.40it/s]
  3%|▎         | 219/6612 [01:04<31:18,  3.40it/s]
  3%|▎         | 220/6612 [01:04<31:13,  3.41it/s]
  3%|▎         | 221/6612 [01:05<34:31,  3.08it/s]
  3%|▎         | 222/6612 [01:05<35:45,  2.98it/s]
  3%|▎         | 223/6612 [01:05<34:47,  3.06it/s]
  3%|▎         | 224/6612 [01:06<33:39,  3.16it/s]
  3%|▎         | 225/6612 [01:06<32:55,  3.23it/s]
  3%|▎         | 226/6612 [01:06<32:25,  3.28it/s]
  3%|▎         | 227/6612 [01:06<32:02,  3.32it/s]
  3%|▎         | 228/6612 [01:07<31:47,  3.35it/s]
  3%|▎         | 229/6612 [01:07<31:33,  3.37it/s]
  3%|▎         | 230/6612 [01:07<31:25,  3.39it/s]
  3%|▎         | 231/6612 [01:08<31:20,  3.39it/s]
  4%|▎         | 232/6612 [01:08<31:17,  3.40it/s]
  4%|▎         | 233/6612 [01:08<31:15,  3.40it/s]
  4%|▎         | 234/6612 [01:09<31:13,  3.41it/s]
  4%|▎         | 235/6612 [01:09<31:08,  3.41it/s]
  4%|▎         | 236/6612 [01:09<31:09,  3.41it/s]
  4%|▎         | 237/6612 [01:09<31:32,  3.37it/s]
  4%|▎         | 238/6612 [01:10<35:04,  3.03it/s]
  4%|▎         | 239/6612 [01:10<33:51,  3.14it/s]
  4%|▎         | 240/6612 [01:10<33:02,  3.21it/s]
  4%|▎         | 241/6612 [01:11<32:17,  3.29it/s]
  4%|▎         | 242/6612 [01:11<31:56,  3.32it/s]
  4%|▎         | 243/6612 [01:11<31:43,  3.35it/s]
  4%|▎         | 244/6612 [01:12<31:31,  3.37it/s]
  4%|▎         | 245/6612 [01:12<31:25,  3.38it/s]
  4%|▎         | 246/6612 [01:12<31:19,  3.39it/s]
  4%|▎         | 247/6612 [01:12<31:15,  3.39it/s]
  4%|▍         | 248/6612 [01:13<31:14,  3.40it/s]
  4%|▍         | 249/6612 [01:13<31:13,  3.40it/s]
  4%|▍         | 250/6612 [01:13<31:14,  3.39it/s]
  4%|▍         | 251/6612 [01:14<31:11,  3.40it/s]
  4%|▍         | 252/6612 [01:14<31:02,  3.42it/s]
  4%|▍         | 253/6612 [01:14<30:59,  3.42it/s]
  4%|▍         | 254/6612 [01:15<34:14,  3.10it/s]
  4%|▍         | 255/6612 [01:15<34:02,  3.11it/s]
  4%|▍         | 256/6612 [01:15<33:12,  3.19it/s]
  4%|▍         | 257/6612 [01:16<32:34,  3.25it/s]
  4%|▍         | 258/6612 [01:16<32:07,  3.30it/s]
  4%|▍         | 259/6612 [01:16<31:47,  3.33it/s]
  4%|▍         | 260/6612 [01:16<31:37,  3.35it/s]
  4%|▍         | 261/6612 [01:17<31:27,  3.36it/s]
  4%|▍         | 262/6612 [01:17<31:19,  3.38it/s]
  4%|▍         | 263/6612 [01:17<31:13,  3.39it/s]
  4%|▍         | 264/6612 [01:18<31:08,  3.40it/s]
  4%|▍         | 265/6612 [01:18<31:05,  3.40it/s]
  4%|▍         | 266/6612 [01:18<31:05,  3.40it/s]
  4%|▍         | 267/6612 [01:18<31:05,  3.40it/s]
  4%|▍         | 268/6612 [01:19<31:03,  3.40it/s]
  4%|▍         | 269/6612 [01:19<30:55,  3.42it/s]
  4%|▍         | 270/6612 [01:19<30:58,  3.41it/s]
  4%|▍         | 271/6612 [01:20<35:05,  3.01it/s]
  4%|▍         | 272/6612 [01:20<34:03,  3.10it/s]
  4%|▍         | 273/6612 [01:20<33:07,  3.19it/s]
  4%|▍         | 274/6612 [01:21<32:26,  3.26it/s]
  4%|▍         | 275/6612 [01:21<31:52,  3.31it/s]
  4%|▍         | 276/6612 [01:21<31:36,  3.34it/s]
  4%|▍         | 277/6612 [01:22<31:20,  3.37it/s]
  4%|▍         | 278/6612 [01:22<31:13,  3.38it/s]
  4%|▍         | 279/6612 [01:22<31:08,  3.39it/s]
  4%|▍         | 280/6612 [01:22<31:04,  3.40it/s]
  4%|▍         | 281/6612 [01:23<31:02,  3.40it/s]
  4%|▍         | 282/6612 [01:23<31:04,  3.40it/s]
  4%|▍         | 283/6612 [01:23<31:04,  3.39it/s]
  4%|▍         | 284/6612 [01:24<31:02,  3.40it/s]
  4%|▍         | 285/6612 [01:24<30:57,  3.41it/s]
  4%|▍         | 286/6612 [01:24<30:50,  3.42it/s]
  4%|▍         | 287/6612 [01:25<33:10,  3.18it/s]
  4%|▍         | 288/6612 [01:25<34:20,  3.07it/s]
  4%|▍         | 289/6612 [01:25<33:19,  3.16it/s]
  4%|▍         | 290/6612 [01:25<32:37,  3.23it/s]
  4%|▍         | 291/6612 [01:26<32:06,  3.28it/s]
  4%|▍         | 292/6612 [01:26<31:42,  3.32it/s]
  4%|▍         | 293/6612 [01:26<31:31,  3.34it/s]
  4%|▍         | 294/6612 [01:27<31:19,  3.36it/s]
  4%|▍         | 295/6612 [01:27<31:11,  3.38it/s]
  4%|▍         | 296/6612 [01:27<31:03,  3.39it/s]
  4%|▍         | 297/6612 [01:28<30:57,  3.40it/s]
  5%|▍         | 298/6612 [01:28<30:56,  3.40it/s]
  5%|▍         | 299/6612 [01:28<30:55,  3.40it/s]
  5%|▍         | 300/6612 [01:28<30:54,  3.40it/s]
                                                  

  5%|▍         | 300/6612 [01:28<30:54,  3.40it/s]
  5%|▍         | 301/6612 [01:29<32:54,  3.20it/s]
  5%|▍         | 302/6612 [01:29<32:17,  3.26it/s]
  5%|▍         | 303/6612 [01:29<31:50,  3.30it/s]
  5%|▍         | 304/6612 [01:30<35:46,  2.94it/s]
  5%|▍         | 305/6612 [01:30<34:24,  3.05it/s]
  5%|▍         | 306/6612 [01:30<33:25,  3.15it/s]
  5%|▍         | 307/6612 [01:31<32:39,  3.22it/s]
  5%|▍         | 308/6612 [01:31<32:06,  3.27it/s]
  5%|▍         | 309/6612 [01:31<31:48,  3.30it/s]
  5%|▍         | 310/6612 [01:32<31:31,  3.33it/s]
  5%|▍         | 311/6612 [01:32<31:19,  3.35it/s]
  5%|▍         | 312/6612 [01:32<31:07,  3.37it/s]
  5%|▍         | 313/6612 [01:32<30:54,  3.40it/s]
  5%|▍         | 314/6612 [01:33<30:52,  3.40it/s]
  5%|▍         | 315/6612 [01:33<30:52,  3.40it/s]
  5%|▍         | 316/6612 [01:33<30:50,  3.40it/s]
  5%|▍         | 317/6612 [01:34<30:50,  3.40it/s]
  5%|▍         | 318/6612 [01:34<30:50,  3.40it/s]
  5%|▍         | 319/6612 [01:34<30:51,  3.40it/s]
  5%|▍         | 320/6612 [01:35<33:46,  3.10it/s]
  5%|▍         | 321/6612 [01:35<34:36,  3.03it/s]
  5%|▍         | 322/6612 [01:35<33:24,  3.14it/s]
  5%|▍         | 323/6612 [01:35<32:38,  3.21it/s]
  5%|▍         | 324/6612 [01:36<32:07,  3.26it/s]
  5%|▍         | 325/6612 [01:36<31:43,  3.30it/s]
  5%|▍         | 326/6612 [01:36<31:26,  3.33it/s]
  5%|▍         | 327/6612 [01:37<31:14,  3.35it/s]
  5%|▍         | 328/6612 [01:37<31:05,  3.37it/s]
  5%|▍         | 329/6612 [01:37<31:02,  3.37it/s]
  5%|▍         | 330/6612 [01:38<30:57,  3.38it/s]
  5%|▌         | 331/6612 [01:38<30:52,  3.39it/s]
  5%|▌         | 332/6612 [01:38<30:41,  3.41it/s]
  5%|▌         | 333/6612 [01:38<30:38,  3.42it/s]
  5%|▌         | 334/6612 [01:39<30:41,  3.41it/s]
  5%|▌         | 335/6612 [01:39<30:41,  3.41it/s]
  5%|▌         | 336/6612 [01:39<30:40,  3.41it/s]
  5%|▌         | 337/6612 [01:40<34:27,  3.03it/s]
  5%|▌         | 338/6612 [01:40<35:10,  2.97it/s]
  5%|▌         | 339/6612 [01:40<33:50,  3.09it/s]
  5%|▌         | 340/6612 [01:41<32:55,  3.18it/s]
  5%|▌         | 341/6612 [01:41<32:13,  3.24it/s]
  5%|▌         | 342/6612 [01:41<31:45,  3.29it/s]
  5%|▌         | 343/6612 [01:42<31:26,  3.32it/s]
  5%|▌         | 344/6612 [01:42<31:12,  3.35it/s]
  5%|▌         | 345/6612 [01:42<31:04,  3.36it/s]
  5%|▌         | 346/6612 [01:42<30:59,  3.37it/s]
  5%|▌         | 347/6612 [01:43<30:53,  3.38it/s]
  5%|▌         | 348/6612 [01:43<30:48,  3.39it/s]
  5%|▌         | 349/6612 [01:43<30:45,  3.39it/s]
  5%|▌         | 350/6612 [01:44<30:44,  3.39it/s]
  5%|▌         | 351/6612 [01:44<30:37,  3.41it/s]
  5%|▌         | 352/6612 [01:44<30:37,  3.41it/s]
  5%|▌         | 353/6612 [01:45<33:41,  3.10it/s]
  5%|▌         | 354/6612 [01:45<34:54,  2.99it/s]
  5%|▌         | 355/6612 [01:45<35:02,  2.98it/s]
  5%|▌         | 356/6612 [01:46<34:42,  3.00it/s]
  5%|▌         | 357/6612 [01:46<33:39,  3.10it/s]
  5%|▌         | 358/6612 [01:46<32:46,  3.18it/s]
  5%|▌         | 359/6612 [01:46<32:10,  3.24it/s]
  5%|▌         | 360/6612 [01:47<31:41,  3.29it/s]
  5%|▌         | 361/6612 [01:47<31:13,  3.34it/s]
  5%|▌         | 362/6612 [01:47<31:00,  3.36it/s]
  5%|▌         | 363/6612 [01:48<30:51,  3.38it/s]
  6%|▌         | 364/6612 [01:48<30:49,  3.38it/s]
  6%|▌         | 365/6612 [01:48<30:45,  3.39it/s]
  6%|▌         | 366/6612 [01:49<30:40,  3.39it/s]
  6%|▌         | 367/6612 [01:49<30:37,  3.40it/s]
  6%|▌         | 368/6612 [01:49<30:36,  3.40it/s]
  6%|▌         | 369/6612 [01:49<30:37,  3.40it/s]
  6%|▌         | 370/6612 [01:50<34:22,  3.03it/s]
  6%|▌         | 371/6612 [01:50<33:39,  3.09it/s]
  6%|▌         | 372/6612 [01:50<32:44,  3.18it/s]
  6%|▌         | 373/6612 [01:51<32:02,  3.25it/s]
  6%|▌         | 374/6612 [01:51<31:34,  3.29it/s]
  6%|▌         | 375/6612 [01:51<31:15,  3.32it/s]
  6%|▌         | 376/6612 [01:52<31:02,  3.35it/s]
  6%|▌         | 377/6612 [01:52<30:52,  3.37it/s]
  6%|▌         | 378/6612 [01:52<30:42,  3.38it/s]
  6%|▌         | 379/6612 [01:52<30:39,  3.39it/s]
  6%|▌         | 380/6612 [01:53<30:35,  3.39it/s]
  6%|▌         | 381/6612 [01:53<30:32,  3.40it/s]
  6%|▌         | 382/6612 [01:53<30:32,  3.40it/s]
  6%|▌         | 383/6612 [01:54<30:30,  3.40it/s]
  6%|▌         | 384/6612 [01:54<30:28,  3.41it/s]
  6%|▌         | 385/6612 [01:54<30:33,  3.40it/s]
  6%|▌         | 386/6612 [01:55<33:53,  3.06it/s]
  6%|▌         | 387/6612 [01:55<33:38,  3.08it/s]
  6%|▌         | 388/6612 [01:55<32:43,  3.17it/s]
  6%|▌         | 389/6612 [01:56<32:04,  3.23it/s]
  6%|▌         | 390/6612 [01:56<31:36,  3.28it/s]
  6%|▌         | 391/6612 [01:56<31:15,  3.32it/s]
  6%|▌         | 392/6612 [01:56<31:01,  3.34it/s]
  6%|▌         | 393/6612 [01:57<30:50,  3.36it/s]
  6%|▌         | 394/6612 [01:57<30:40,  3.38it/s]
  6%|▌         | 395/6612 [01:57<30:33,  3.39it/s]
  6%|▌         | 396/6612 [01:58<30:30,  3.40it/s]
  6%|▌         | 397/6612 [01:58<30:28,  3.40it/s]
  6%|▌         | 398/6612 [01:58<30:28,  3.40it/s]
  6%|▌         | 399/6612 [01:58<30:23,  3.41it/s]
  6%|▌         | 400/6612 [01:59<30:24,  3.40it/s]
                                                  

  6%|▌         | 400/6612 [01:59<30:24,  3.40it/s]
  6%|▌         | 401/6612 [01:59<31:16,  3.31it/s]
  6%|▌         | 402/6612 [01:59<31:08,  3.32it/s]
  6%|▌         | 403/6612 [02:00<35:05,  2.95it/s]
  6%|▌         | 404/6612 [02:00<33:39,  3.07it/s]
  6%|▌         | 405/6612 [02:00<32:41,  3.16it/s]
  6%|▌         | 406/6612 [02:01<31:59,  3.23it/s]
  6%|▌         | 407/6612 [02:01<31:31,  3.28it/s]
  6%|▌         | 408/6612 [02:01<31:11,  3.31it/s]
  6%|▌         | 409/6612 [02:02<31:04,  3.33it/s]
  6%|▌         | 410/6612 [02:02<30:54,  3.34it/s]
  6%|▌         | 411/6612 [02:02<30:45,  3.36it/s]
  6%|▌         | 412/6612 [02:02<30:37,  3.37it/s]
  6%|▌         | 413/6612 [02:03<30:34,  3.38it/s]
  6%|▋         | 414/6612 [02:03<30:31,  3.38it/s]
  6%|▋         | 415/6612 [02:03<30:29,  3.39it/s]
  6%|▋         | 416/6612 [02:04<30:22,  3.40it/s]
  6%|▋         | 417/6612 [02:04<30:22,  3.40it/s]
  6%|▋         | 418/6612 [02:04<30:23,  3.40it/s]
  6%|▋         | 419/6612 [02:05<33:41,  3.06it/s]
  6%|▋         | 420/6612 [02:05<34:50,  2.96it/s]
  6%|▋         | 421/6612 [02:05<33:23,  3.09it/s]
  6%|▋         | 422/6612 [02:06<32:32,  3.17it/s]
  6%|▋         | 423/6612 [02:06<31:51,  3.24it/s]
  6%|▋         | 424/6612 [02:06<31:20,  3.29it/s]
  6%|▋         | 425/6612 [02:06<31:02,  3.32it/s]
  6%|▋         | 426/6612 [02:07<30:56,  3.33it/s]
  6%|▋         | 427/6612 [02:07<30:41,  3.36it/s]
  6%|▋         | 428/6612 [02:07<30:33,  3.37it/s]
  6%|▋         | 429/6612 [02:08<30:25,  3.39it/s]
  7%|▋         | 430/6612 [02:08<30:22,  3.39it/s]
  7%|▋         | 431/6612 [02:08<30:20,  3.40it/s]
  7%|▋         | 432/6612 [02:09<30:19,  3.40it/s]
  7%|▋         | 433/6612 [02:09<30:18,  3.40it/s]
  7%|▋         | 434/6612 [02:09<30:16,  3.40it/s]
  7%|▋         | 435/6612 [02:09<31:08,  3.31it/s]
  7%|▋         | 436/6612 [02:10<34:29,  2.98it/s]
  7%|▋         | 437/6612 [02:10<34:21,  3.00it/s]
  7%|▋         | 438/6612 [02:10<33:07,  3.11it/s]
  7%|▋         | 439/6612 [02:11<32:19,  3.18it/s]
  7%|▋         | 440/6612 [02:11<31:41,  3.25it/s]
  7%|▋         | 441/6612 [02:11<31:10,  3.30it/s]
  7%|▋         | 442/6612 [02:12<30:53,  3.33it/s]
  7%|▋         | 443/6612 [02:12<30:49,  3.33it/s]
  7%|▋         | 444/6612 [02:12<30:38,  3.36it/s]
  7%|▋         | 445/6612 [02:13<30:29,  3.37it/s]
  7%|▋         | 446/6612 [02:13<30:23,  3.38it/s]
  7%|▋         | 447/6612 [02:13<30:19,  3.39it/s]
  7%|▋         | 448/6612 [02:13<30:15,  3.39it/s]
  7%|▋         | 449/6612 [02:14<30:14,  3.40it/s]
  7%|▋         | 450/6612 [02:14<30:13,  3.40it/s]
  7%|▋         | 451/6612 [02:14<30:14,  3.40it/s]
  7%|▋         | 452/6612 [02:15<33:56,  3.02it/s]
  7%|▋         | 453/6612 [02:15<34:58,  2.94it/s]
  7%|▋         | 454/6612 [02:15<35:38,  2.88it/s]
  7%|▋         | 455/6612 [02:16<34:04,  3.01it/s]
  7%|▋         | 456/6612 [02:16<32:51,  3.12it/s]
  7%|▋         | 457/6612 [02:16<32:02,  3.20it/s]
  7%|▋         | 458/6612 [02:17<31:30,  3.26it/s]
  7%|▋         | 459/6612 [02:17<31:06,  3.30it/s]
  7%|▋         | 460/6612 [02:17<30:48,  3.33it/s]
  7%|▋         | 461/6612 [02:18<30:35,  3.35it/s]
  7%|▋         | 462/6612 [02:18<30:24,  3.37it/s]
  7%|▋         | 463/6612 [02:18<30:18,  3.38it/s]
  7%|▋         | 464/6612 [02:18<30:17,  3.38it/s]
  7%|▋         | 465/6612 [02:19<30:16,  3.38it/s]
  7%|▋         | 466/6612 [02:19<30:11,  3.39it/s]
  7%|▋         | 467/6612 [02:19<30:05,  3.40it/s]
  7%|▋         | 468/6612 [02:20<33:52,  3.02it/s]
  7%|▋         | 469/6612 [02:20<34:55,  2.93it/s]
  7%|▋         | 470/6612 [02:20<35:32,  2.88it/s]
  7%|▋         | 471/6612 [02:21<35:42,  2.87it/s]
  7%|▋         | 472/6612 [02:21<34:08,  3.00it/s]
  7%|▋         | 473/6612 [02:21<32:55,  3.11it/s]
  7%|▋         | 474/6612 [02:22<32:03,  3.19it/s]
  7%|▋         | 475/6612 [02:22<31:26,  3.25it/s]
  7%|▋         | 476/6612 [02:22<31:01,  3.30it/s]
  7%|▋         | 477/6612 [02:23<30:45,  3.32it/s]
  7%|▋         | 478/6612 [02:23<30:28,  3.35it/s]
  7%|▋         | 479/6612 [02:23<30:20,  3.37it/s]
  7%|▋         | 480/6612 [02:23<30:16,  3.38it/s]
  7%|▋         | 481/6612 [02:24<30:19,  3.37it/s]
  7%|▋         | 482/6612 [02:24<30:14,  3.38it/s]
  7%|▋         | 483/6612 [02:24<30:09,  3.39it/s]
  7%|▋         | 484/6612 [02:25<33:46,  3.02it/s]
  7%|▋         | 485/6612 [02:25<33:47,  3.02it/s]
  7%|▋         | 486/6612 [02:25<32:39,  3.13it/s]
  7%|▋         | 487/6612 [02:26<31:51,  3.20it/s]
  7%|▋         | 488/6612 [02:26<31:20,  3.26it/s]
  7%|▋         | 489/6612 [02:26<30:55,  3.30it/s]
  7%|▋         | 490/6612 [02:27<30:38,  3.33it/s]
  7%|▋         | 491/6612 [02:27<30:28,  3.35it/s]
  7%|▋         | 492/6612 [02:27<30:17,  3.37it/s]
  7%|▋         | 493/6612 [02:27<30:07,  3.39it/s]
  7%|▋         | 494/6612 [02:28<30:11,  3.38it/s]
  7%|▋         | 495/6612 [02:28<30:05,  3.39it/s]
  8%|▊         | 496/6612 [02:28<30:03,  3.39it/s]
  8%|▊         | 497/6612 [02:29<29:56,  3.40it/s]
  8%|▊         | 498/6612 [02:29<29:56,  3.40it/s]
  8%|▊         | 499/6612 [02:29<30:00,  3.40it/s]
  8%|▊         | 500/6612 [02:30<32:23,  3.15it/s]
                                                  

  8%|▊         | 500/6612 [02:30<32:23,  3.15it/s]
  8%|▊         | 501/6612 [02:30<33:03,  3.08it/s]
  8%|▊         | 502/6612 [02:30<32:09,  3.17it/s]
  8%|▊         | 503/6612 [02:30<31:29,  3.23it/s]
  8%|▊         | 504/6612 [02:31<31:00,  3.28it/s]
  8%|▊         | 505/6612 [02:31<30:45,  3.31it/s]
  8%|▊         | 506/6612 [02:31<30:30,  3.34it/s]
  8%|▊         | 507/6612 [02:32<30:20,  3.35it/s]
  8%|▊         | 508/6612 [02:32<30:10,  3.37it/s]
  8%|▊         | 509/6612 [02:32<30:04,  3.38it/s]
  8%|▊         | 510/6612 [02:33<30:03,  3.38it/s]
  8%|▊         | 511/6612 [02:33<29:59,  3.39it/s]
  8%|▊         | 512/6612 [02:33<29:56,  3.40it/s]
  8%|▊         | 513/6612 [02:33<29:55,  3.40it/s]
  8%|▊         | 514/6612 [02:34<29:44,  3.42it/s]
  8%|▊         | 515/6612 [02:34<29:50,  3.40it/s]
  8%|▊         | 516/6612 [02:34<29:56,  3.39it/s]
  8%|▊         | 517/6612 [02:35<33:25,  3.04it/s]
  8%|▊         | 518/6612 [02:35<33:23,  3.04it/s]
  8%|▊         | 519/6612 [02:35<32:18,  3.14it/s]
  8%|▊         | 520/6612 [02:36<31:33,  3.22it/s]
  8%|▊         | 521/6612 [02:36<31:03,  3.27it/s]
  8%|▊         | 522/6612 [02:36<30:32,  3.32it/s]
  8%|▊         | 523/6612 [02:37<30:19,  3.35it/s]
  8%|▊         | 524/6612 [02:37<30:12,  3.36it/s]
  8%|▊         | 525/6612 [02:37<30:05,  3.37it/s]
  8%|▊         | 526/6612 [02:37<29:59,  3.38it/s]
  8%|▊         | 527/6612 [02:38<29:55,  3.39it/s]
  8%|▊         | 528/6612 [02:38<29:54,  3.39it/s]
  8%|▊         | 529/6612 [02:38<29:52,  3.39it/s]
  8%|▊         | 530/6612 [02:39<29:51,  3.40it/s]
  8%|▊         | 531/6612 [02:39<29:50,  3.40it/s]
  8%|▊         | 532/6612 [02:39<29:47,  3.40it/s]
  8%|▊         | 533/6612 [02:39<30:17,  3.35it/s]
  8%|▊         | 534/6612 [02:40<33:53,  2.99it/s]
  8%|▊         | 535/6612 [02:40<32:58,  3.07it/s]
  8%|▊         | 536/6612 [02:40<31:57,  3.17it/s]
  8%|▊         | 537/6612 [02:41<31:13,  3.24it/s]
  8%|▊         | 538/6612 [02:41<30:47,  3.29it/s]
  8%|▊         | 539/6612 [02:41<30:31,  3.32it/s]
  8%|▊         | 540/6612 [02:42<30:19,  3.34it/s]
  8%|▊         | 541/6612 [02:42<30:05,  3.36it/s]
  8%|▊         | 542/6612 [02:42<29:58,  3.37it/s]
  8%|▊         | 543/6612 [02:43<29:55,  3.38it/s]
  8%|▊         | 544/6612 [02:43<29:51,  3.39it/s]
  8%|▊         | 545/6612 [02:43<29:49,  3.39it/s]
  8%|▊         | 546/6612 [02:43<29:45,  3.40it/s]
  8%|▊         | 547/6612 [02:44<29:45,  3.40it/s]
  8%|▊         | 548/6612 [02:44<29:44,  3.40it/s]
  8%|▊         | 549/6612 [02:44<29:44,  3.40it/s]
  8%|▊         | 550/6612 [02:45<29:42,  3.40it/s]
  8%|▊         | 551/6612 [02:45<26:37,  3.80it/s]{'loss': 7.9489, 'grad_norm': 6.835993766784668, 'learning_rate': 1.9700544464609802e-05, 'epoch': 0.18}
{'loss': 7.4076, 'grad_norm': 7.764742374420166, 'learning_rate': 1.939806412583182e-05, 'epoch': 0.36}
{'loss': 6.9057, 'grad_norm': 8.161060333251953, 'learning_rate': 1.9095583787053844e-05, 'epoch': 0.54}
{'loss': 6.4695, 'grad_norm': 8.871325492858887, 'learning_rate': 1.8793103448275863e-05, 'epoch': 0.73}
{'loss': 6.0925, 'grad_norm': 9.516924858093262, 'learning_rate': 1.8490623109497885e-05, 'epoch': 0.91}


  0%|          | 0/62 [00:00<?, ?it/s]

  5%|▍         | 3/62 [00:00<00:03, 17.48it/s]

  8%|▊         | 5/62 [00:00<00:04, 14.03it/s]

 11%|█▏        | 7/62 [00:00<00:04, 12.94it/s]

 15%|█▍        | 9/62 [00:00<00:04, 12.42it/s]

 18%|█▊        | 11/62 [00:00<00:04, 12.12it/s]

 21%|██        | 13/62 [00:01<00:04, 11.97it/s]

 24%|██▍       | 15/62 [00:01<00:03, 11.86it/s]

 27%|██▋       | 17/62 [00:01<00:03, 11.79it/s]

 31%|███       | 19/62 [00:01<00:03, 11.74it/s]

 34%|███▍      | 21/62 [00:01<00:03, 11.71it/s]

 37%|███▋      | 23/62 [00:01<00:03, 11.69it/s]

 40%|████      | 25/62 [00:02<00:03, 11.68it/s]

 44%|████▎     | 27/62 [00:02<00:02, 11.67it/s]

 47%|████▋     | 29/62 [00:02<00:02, 11.66it/s]

 50%|█████     | 31/62 [00:02<00:02, 11.65it/s]

 53%|█████▎    | 33/62 [00:02<00:02, 11.64it/s]

 56%|█████▋    | 35/62 [00:02<00:02, 11.64it/s]

 60%|█████▉    | 37/62 [00:03<00:02, 11.64it/s]

 63%|██████▎   | 39/62 [00:03<00:01, 11.64it/s]

 66%|██████▌   | 41/62 [00:03<00:01, 11.65it/s]

 69%|██████▉   | 43/62 [00:03<00:01, 11.65it/s]

 73%|███████▎  | 45/62 [00:03<00:01, 11.65it/s]

 76%|███████▌  | 47/62 [00:03<00:01, 11.64it/s]

 79%|███████▉  | 49/62 [00:04<00:01, 11.64it/s]

 82%|████████▏ | 51/62 [00:04<00:00, 11.64it/s]

 85%|████████▌ | 53/62 [00:04<00:00, 11.64it/s]

 89%|████████▊ | 55/62 [00:04<00:00, 11.63it/s]

 92%|█████████▏| 57/62 [00:04<00:00, 11.62it/s]

 95%|█████████▌| 59/62 [00:04<00:00, 11.62it/s]

 98%|█████████▊| 61/62 [00:05<00:00, 11.62it/s]Traceback (most recent call last):
  File "/home/rogendo/Work/Training/multitask_classifier_pipeline.py", line 413, in <module>
    trainer.train()
  File "/home/rogendo/chl_scratch/mcreativity/lib/python3.12/site-packages/transformers/trainer.py", line 2240, in train
    return inner_training_loop(
           ^^^^^^^^^^^^^^^^^^^^
  File "/home/rogendo/chl_scratch/mcreativity/lib/python3.12/site-packages/transformers/trainer.py", line 2656, in _inner_training_loop
    self._maybe_log_save_evaluate(
  File "/home/rogendo/chl_scratch/mcreativity/lib/python3.12/site-packages/transformers/trainer.py", line 3095, in _maybe_log_save_evaluate
    metrics = self._evaluate(trial, ignore_keys_for_eval)
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/rogendo/chl_scratch/mcreativity/lib/python3.12/site-packages/transformers/trainer.py", line 3044, in _evaluate
    metrics = self.evaluate(ignore_keys=ignore_keys_for_eval)
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/rogendo/chl_scratch/mcreativity/lib/python3.12/site-packages/transformers/trainer.py", line 4173, in evaluate
    output = eval_loop(
             ^^^^^^^^^^
  File "/home/rogendo/chl_scratch/mcreativity/lib/python3.12/site-packages/transformers/trainer.py", line 4463, in evaluation_loop
    metrics = self.compute_metrics(
              ^^^^^^^^^^^^^^^^^^^^^
  File "/home/rogendo/Work/Training/multitask_classifier_pipeline.py", line 319, in compute_metrics
    add_task_metrics("main", labels_main, preds_main)
  File "/home/rogendo/Work/Training/multitask_classifier_pipeline.py", line 312, in add_task_metrics
    precision, recall, f1, _ = precision_recall_fscore_support(labels, preds, average='weighted', zero_division=0)
                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
NameError: name 'precision_recall_fscore_support' is not defined
🏃 View run ./results at: http://192.168.8.18:5000/#/experiments/13/runs/90f04209b8fb49cd9f7d77e8422f2cbe
🧪 View experiment at: http://192.168.8.18:5000/#/experiments/13

  8%|▊         | 551/6612 [02:51<31:25,  3.22it/s]


                                               Some weights of MultiTaskDistilBert were not initialized from the model checkpoint at distilbert-base-uncased and are newly initialized: ['classifier_interv.bias', 'classifier_interv.weight', 'classifier_main.bias', 'classifier_main.weight', 'classifier_priority.bias', 'classifier_priority.weight', 'classifier_sub.bias', 'classifier_sub.weight', 'pre_classifier.bias', 'pre_classifier.weight']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
Using device: cuda
                          category                main_category
0               Drug/Alcohol Abuse       Advice and Counselling
1                     Homelessness       Advice and Counselling
2                         HIV/AIDS       Advice and Counselling
3  Relationships (Student/Teacher)       Advice and Counselling
4                      Foster Care  Child Maintenance & Custody

Map:   0%|          | 0/8810 [00:00<?, ? examples/s]
Map:  11%|█▏        | 1000/8810 [00:00<00:00, 8061.09 examples/s]
Map:  23%|██▎       | 2000/8810 [00:00<00:00, 8616.62 examples/s]
Map:  34%|███▍      | 3000/8810 [00:00<00:00, 8885.68 examples/s]
Map:  45%|████▌     | 4000/8810 [00:00<00:00, 8897.11 examples/s]
Map:  57%|█████▋    | 5000/8810 [00:00<00:00, 8992.22 examples/s]
Map:  68%|██████▊   | 6000/8810 [00:00<00:00, 6818.77 examples/s]
Map:  79%|███████▉  | 7000/8810 [00:00<00:00, 7496.77 examples/s]
Map:  91%|█████████ | 8000/8810 [00:00<00:00, 7912.29 examples/s]
Map: 100%|██████████| 8810/8810 [00:01<00:00, 8069.70 examples/s]

Map:   0%|          | 0/979 [00:00<?, ? examples/s]
Map: 100%|██████████| 979/979 [00:00<00:00, 9884.63 examples/s]

  0%|          | 0/6612 [00:00<?, ?it/s]
  0%|          | 1/6612 [00:00<1:02:26,  1.76it/s]
  0%|          | 2/6612 [00:00<43:17,  2.54it/s]  
  0%|          | 3/6612 [00:01<37:58,  2.90it/s]
  0%|          | 4/6612 [00:01<35:24,  3.11it/s]
  0%|          | 5/6612 [00:01<34:02,  3.24it/s]
  0%|          | 6/6612 [00:01<33:14,  3.31it/s]
  0%|          | 7/6612 [00:02<32:42,  3.36it/s]
  0%|          | 8/6612 [00:02<32:22,  3.40it/s]
  0%|          | 9/6612 [00:02<32:13,  3.42it/s]
  0%|          | 10/6612 [00:03<32:01,  3.44it/s]
  0%|          | 11/6612 [00:03<31:54,  3.45it/s]
  0%|          | 12/6612 [00:03<31:46,  3.46it/s]
  0%|          | 13/6612 [00:04<31:43,  3.47it/s]
  0%|          | 14/6612 [00:04<31:43,  3.47it/s]
  0%|          | 15/6612 [00:04<31:43,  3.47it/s]
  0%|          | 16/6612 [00:04<31:42,  3.47it/s]
  0%|          | 17/6612 [00:05<31:40,  3.47it/s]
  0%|          | 18/6612 [00:05<31:42,  3.47it/s]
  0%|          | 19/6612 [00:05<31:42,  3.47it/s]
  0%|          | 20/6612 [00:06<31:44,  3.46it/s]
  0%|          | 21/6612 [00:06<31:45,  3.46it/s]
  0%|          | 22/6612 [00:06<31:43,  3.46it/s]
  0%|          | 23/6612 [00:06<31:46,  3.46it/s]
  0%|          | 24/6612 [00:07<31:47,  3.45it/s]
  0%|          | 25/6612 [00:07<31:45,  3.46it/s]
  0%|          | 26/6612 [00:07<31:44,  3.46it/s]
  0%|          | 27/6612 [00:08<31:43,  3.46it/s]
  0%|          | 28/6612 [00:08<31:40,  3.47it/s]
  0%|          | 29/6612 [00:08<31:39,  3.47it/s]
  0%|          | 30/6612 [00:08<31:37,  3.47it/s]
  0%|          | 31/6612 [00:09<31:39,  3.46it/s]
  0%|          | 32/6612 [00:09<31:43,  3.46it/s]
  0%|          | 33/6612 [00:09<31:41,  3.46it/s]
  1%|          | 34/6612 [00:10<31:42,  3.46it/s]
  1%|          | 35/6612 [00:10<31:41,  3.46it/s]
  1%|          | 36/6612 [00:10<31:41,  3.46it/s]
  1%|          | 37/6612 [00:10<31:42,  3.46it/s]
  1%|          | 38/6612 [00:11<31:43,  3.45it/s]
  1%|          | 39/6612 [00:11<31:42,  3.46it/s]
  1%|          | 40/6612 [00:11<31:42,  3.46it/s]
  1%|          | 41/6612 [00:12<31:40,  3.46it/s]
  1%|          | 42/6612 [00:12<31:38,  3.46it/s]
  1%|          | 43/6612 [00:12<31:38,  3.46it/s]
  1%|          | 44/6612 [00:12<31:39,  3.46it/s]
  1%|          | 45/6612 [00:13<31:39,  3.46it/s]
  1%|          | 46/6612 [00:13<31:38,  3.46it/s]
  1%|          | 47/6612 [00:13<31:41,  3.45it/s]
  1%|          | 48/6612 [00:14<31:41,  3.45it/s]
  1%|          | 49/6612 [00:14<31:40,  3.45it/s]
  1%|          | 50/6612 [00:14<31:40,  3.45it/s]
  1%|          | 51/6612 [00:14<31:40,  3.45it/s]
  1%|          | 52/6612 [00:15<31:41,  3.45it/s]
  1%|          | 53/6612 [00:15<31:43,  3.45it/s]
  1%|          | 54/6612 [00:15<31:44,  3.44it/s]
  1%|          | 55/6612 [00:16<31:45,  3.44it/s]
  1%|          | 56/6612 [00:16<31:44,  3.44it/s]
  1%|          | 57/6612 [00:16<31:41,  3.45it/s]
  1%|          | 58/6612 [00:17<31:40,  3.45it/s]
  1%|          | 59/6612 [00:17<31:38,  3.45it/s]
  1%|          | 60/6612 [00:17<31:39,  3.45it/s]
  1%|          | 61/6612 [00:17<31:40,  3.45it/s]
  1%|          | 62/6612 [00:18<31:39,  3.45it/s]
  1%|          | 63/6612 [00:18<31:38,  3.45it/s]
  1%|          | 64/6612 [00:18<31:37,  3.45it/s]
  1%|          | 65/6612 [00:19<31:37,  3.45it/s]
  1%|          | 66/6612 [00:19<31:37,  3.45it/s]
  1%|          | 67/6612 [00:19<31:40,  3.44it/s]
  1%|          | 68/6612 [00:19<31:37,  3.45it/s]
  1%|          | 69/6612 [00:20<31:40,  3.44it/s]
  1%|          | 70/6612 [00:20<31:38,  3.45it/s]
  1%|          | 71/6612 [00:20<31:37,  3.45it/s]
  1%|          | 72/6612 [00:21<31:34,  3.45it/s]
  1%|          | 73/6612 [00:21<31:36,  3.45it/s]
  1%|          | 74/6612 [00:21<31:36,  3.45it/s]
  1%|          | 75/6612 [00:21<31:37,  3.44it/s]
  1%|          | 76/6612 [00:22<31:38,  3.44it/s]
  1%|          | 77/6612 [00:22<31:38,  3.44it/s]
  1%|          | 78/6612 [00:22<31:39,  3.44it/s]
  1%|          | 79/6612 [00:23<31:39,  3.44it/s]
  1%|          | 80/6612 [00:23<31:42,  3.43it/s]
  1%|          | 81/6612 [00:23<31:40,  3.44it/s]
  1%|          | 82/6612 [00:23<31:38,  3.44it/s]
  1%|▏         | 83/6612 [00:24<31:36,  3.44it/s]
  1%|▏         | 84/6612 [00:24<31:35,  3.44it/s]
  1%|▏         | 85/6612 [00:24<31:33,  3.45it/s]
  1%|▏         | 86/6612 [00:25<31:30,  3.45it/s]
  1%|▏         | 87/6612 [00:25<31:32,  3.45it/s]
  1%|▏         | 88/6612 [00:25<31:34,  3.44it/s]
  1%|▏         | 89/6612 [00:26<31:34,  3.44it/s]
  1%|▏         | 90/6612 [00:26<31:31,  3.45it/s]
  1%|▏         | 91/6612 [00:26<31:32,  3.45it/s]
  1%|▏         | 92/6612 [00:26<31:31,  3.45it/s]
  1%|▏         | 93/6612 [00:27<31:32,  3.44it/s]
  1%|▏         | 94/6612 [00:27<31:32,  3.44it/s]
  1%|▏         | 95/6612 [00:27<31:36,  3.44it/s]
  1%|▏         | 96/6612 [00:28<31:36,  3.44it/s]
  1%|▏         | 97/6612 [00:28<31:35,  3.44it/s]
  1%|▏         | 98/6612 [00:28<31:32,  3.44it/s]
  1%|▏         | 99/6612 [00:28<31:31,  3.44it/s]
  2%|▏         | 100/6612 [00:29<31:32,  3.44it/s]
                                                  

  2%|▏         | 100/6612 [00:29<31:32,  3.44it/s]
  2%|▏         | 101/6612 [00:29<32:11,  3.37it/s]
  2%|▏         | 102/6612 [00:29<32:00,  3.39it/s]
  2%|▏         | 103/6612 [00:30<31:52,  3.40it/s]
  2%|▏         | 104/6612 [00:30<31:47,  3.41it/s]
  2%|▏         | 105/6612 [00:30<31:45,  3.41it/s]
  2%|▏         | 106/6612 [00:30<31:43,  3.42it/s]
  2%|▏         | 107/6612 [00:31<31:38,  3.43it/s]
  2%|▏         | 108/6612 [00:31<31:34,  3.43it/s]
  2%|▏         | 109/6612 [00:31<31:32,  3.44it/s]
  2%|▏         | 110/6612 [00:32<31:31,  3.44it/s]
  2%|▏         | 111/6612 [00:32<31:31,  3.44it/s]
  2%|▏         | 112/6612 [00:32<31:31,  3.44it/s]
  2%|▏         | 113/6612 [00:33<31:35,  3.43it/s]
  2%|▏         | 114/6612 [00:33<31:35,  3.43it/s]
  2%|▏         | 115/6612 [00:33<31:32,  3.43it/s]
  2%|▏         | 116/6612 [00:33<31:33,  3.43it/s]
  2%|▏         | 117/6612 [00:34<31:34,  3.43it/s]
  2%|▏         | 118/6612 [00:34<31:33,  3.43it/s]
  2%|▏         | 119/6612 [00:34<31:32,  3.43it/s]
  2%|▏         | 120/6612 [00:35<31:33,  3.43it/s]
  2%|▏         | 121/6612 [00:35<31:30,  3.43it/s]
  2%|▏         | 122/6612 [00:35<31:28,  3.44it/s]
  2%|▏         | 123/6612 [00:35<31:30,  3.43it/s]
  2%|▏         | 124/6612 [00:36<31:30,  3.43it/s]
  2%|▏         | 125/6612 [00:36<31:34,  3.42it/s]
  2%|▏         | 126/6612 [00:36<31:35,  3.42it/s]
  2%|▏         | 127/6612 [00:37<31:33,  3.43it/s]
  2%|▏         | 128/6612 [00:37<31:31,  3.43it/s]
  2%|▏         | 129/6612 [00:37<31:31,  3.43it/s]
  2%|▏         | 130/6612 [00:37<31:29,  3.43it/s]
  2%|▏         | 131/6612 [00:38<31:29,  3.43it/s]
  2%|▏         | 132/6612 [00:38<31:31,  3.43it/s]
  2%|▏         | 133/6612 [00:38<31:28,  3.43it/s]
  2%|▏         | 134/6612 [00:39<31:27,  3.43it/s]
  2%|▏         | 135/6612 [00:39<31:28,  3.43it/s]
  2%|▏         | 136/6612 [00:39<31:28,  3.43it/s]
  2%|▏         | 137/6612 [00:40<31:30,  3.42it/s]
  2%|▏         | 138/6612 [00:40<31:29,  3.43it/s]
  2%|▏         | 139/6612 [00:40<31:28,  3.43it/s]
  2%|▏         | 140/6612 [00:40<31:28,  3.43it/s]
  2%|▏         | 141/6612 [00:41<31:33,  3.42it/s]
  2%|▏         | 142/6612 [00:41<31:30,  3.42it/s]
  2%|▏         | 143/6612 [00:41<31:30,  3.42it/s]
  2%|▏         | 144/6612 [00:42<31:28,  3.42it/s]
  2%|▏         | 145/6612 [00:42<31:27,  3.43it/s]
  2%|▏         | 146/6612 [00:42<31:28,  3.42it/s]
  2%|▏         | 147/6612 [00:42<31:31,  3.42it/s]
  2%|▏         | 148/6612 [00:43<31:34,  3.41it/s]
  2%|▏         | 149/6612 [00:43<31:35,  3.41it/s]
  2%|▏         | 150/6612 [00:43<31:33,  3.41it/s]
  2%|▏         | 151/6612 [00:44<31:28,  3.42it/s]
  2%|▏         | 152/6612 [00:44<31:30,  3.42it/s]
  2%|▏         | 153/6612 [00:44<31:31,  3.41it/s]
  2%|▏         | 154/6612 [00:44<31:29,  3.42it/s]
  2%|▏         | 155/6612 [00:45<31:27,  3.42it/s]
  2%|▏         | 156/6612 [00:45<31:23,  3.43it/s]
  2%|▏         | 157/6612 [00:45<31:23,  3.43it/s]
  2%|▏         | 158/6612 [00:46<31:27,  3.42it/s]
  2%|▏         | 159/6612 [00:46<31:26,  3.42it/s]
  2%|▏         | 160/6612 [00:46<31:26,  3.42it/s]
  2%|▏         | 161/6612 [00:47<31:25,  3.42it/s]
  2%|▏         | 162/6612 [00:47<31:26,  3.42it/s]
  2%|▏         | 163/6612 [00:47<31:26,  3.42it/s]
  2%|▏         | 164/6612 [00:47<31:23,  3.42it/s]
  2%|▏         | 165/6612 [00:48<31:24,  3.42it/s]
  3%|▎         | 166/6612 [00:48<31:25,  3.42it/s]
  3%|▎         | 167/6612 [00:48<31:23,  3.42it/s]
  3%|▎         | 168/6612 [00:49<31:21,  3.42it/s]
  3%|▎         | 169/6612 [00:49<31:20,  3.43it/s]
  3%|▎         | 170/6612 [00:49<31:22,  3.42it/s]
  3%|▎         | 171/6612 [00:49<31:22,  3.42it/s]
  3%|▎         | 172/6612 [00:50<31:22,  3.42it/s]
  3%|▎         | 173/6612 [00:50<31:20,  3.42it/s]
  3%|▎         | 174/6612 [00:50<31:21,  3.42it/s]
  3%|▎         | 175/6612 [00:51<31:24,  3.42it/s]
  3%|▎         | 176/6612 [00:51<31:20,  3.42it/s]
  3%|▎         | 177/6612 [00:51<31:21,  3.42it/s]
  3%|▎         | 178/6612 [00:52<31:18,  3.43it/s]
  3%|▎         | 179/6612 [00:52<31:18,  3.42it/s]
  3%|▎         | 180/6612 [00:52<31:19,  3.42it/s]
  3%|▎         | 181/6612 [00:52<31:18,  3.42it/s]
  3%|▎         | 182/6612 [00:53<31:19,  3.42it/s]
  3%|▎         | 183/6612 [00:53<31:19,  3.42it/s]
  3%|▎         | 184/6612 [00:53<31:20,  3.42it/s]
  3%|▎         | 185/6612 [00:54<31:20,  3.42it/s]
  3%|▎         | 186/6612 [00:54<31:24,  3.41it/s]
  3%|▎         | 187/6612 [00:54<31:24,  3.41it/s]
  3%|▎         | 188/6612 [00:54<31:20,  3.42it/s]
  3%|▎         | 189/6612 [00:55<31:16,  3.42it/s]
  3%|▎         | 190/6612 [00:55<31:17,  3.42it/s]
  3%|▎         | 191/6612 [00:55<31:18,  3.42it/s]
  3%|▎         | 192/6612 [00:56<31:18,  3.42it/s]
  3%|▎         | 193/6612 [00:56<31:19,  3.41it/s]
  3%|▎         | 194/6612 [00:56<31:17,  3.42it/s]
  3%|▎         | 195/6612 [00:56<31:16,  3.42it/s]
  3%|▎         | 196/6612 [00:57<31:15,  3.42it/s]
  3%|▎         | 197/6612 [00:57<31:21,  3.41it/s]
  3%|▎         | 198/6612 [00:57<31:19,  3.41it/s]
  3%|▎         | 199/6612 [00:58<31:18,  3.41it/s]
  3%|▎         | 200/6612 [00:58<31:14,  3.42it/s]
                                                  

  3%|▎         | 200/6612 [00:58<31:14,  3.42it/s]
  3%|▎         | 201/6612 [00:58<31:59,  3.34it/s]
  3%|▎         | 202/6612 [00:59<31:45,  3.36it/s]
  3%|▎         | 203/6612 [00:59<31:35,  3.38it/s]
  3%|▎         | 204/6612 [00:59<31:28,  3.39it/s]
  3%|▎         | 205/6612 [00:59<31:23,  3.40it/s]
  3%|▎         | 206/6612 [01:00<31:19,  3.41it/s]
  3%|▎         | 207/6612 [01:00<31:23,  3.40it/s]
  3%|▎         | 208/6612 [01:00<31:23,  3.40it/s]
  3%|▎         | 209/6612 [01:01<31:18,  3.41it/s]
  3%|▎         | 210/6612 [01:01<31:15,  3.41it/s]
  3%|▎         | 211/6612 [01:01<31:15,  3.41it/s]
  3%|▎         | 212/6612 [01:01<31:14,  3.41it/s]
  3%|▎         | 213/6612 [01:02<31:17,  3.41it/s]
  3%|▎         | 214/6612 [01:02<31:16,  3.41it/s]
  3%|▎         | 215/6612 [01:02<31:15,  3.41it/s]
  3%|▎         | 216/6612 [01:03<31:15,  3.41it/s]
  3%|▎         | 217/6612 [01:03<31:18,  3.40it/s]
  3%|▎         | 218/6612 [01:03<31:15,  3.41it/s]
  3%|▎         | 219/6612 [01:04<31:14,  3.41it/s]
  3%|▎         | 220/6612 [01:04<31:11,  3.42it/s]
  3%|▎         | 221/6612 [01:04<31:08,  3.42it/s]
  3%|▎         | 222/6612 [01:04<31:10,  3.42it/s]
  3%|▎         | 223/6612 [01:05<31:11,  3.41it/s]
  3%|▎         | 224/6612 [01:05<31:11,  3.41it/s]
  3%|▎         | 225/6612 [01:05<31:11,  3.41it/s]
  3%|▎         | 226/6612 [01:06<31:14,  3.41it/s]
  3%|▎         | 227/6612 [01:06<31:14,  3.41it/s]
  3%|▎         | 228/6612 [01:06<31:14,  3.41it/s]
  3%|▎         | 229/6612 [01:06<31:12,  3.41it/s]
  3%|▎         | 230/6612 [01:07<31:09,  3.41it/s]
  3%|▎         | 231/6612 [01:07<31:09,  3.41it/s]
  4%|▎         | 232/6612 [01:07<31:08,  3.41it/s]
  4%|▎         | 233/6612 [01:08<31:07,  3.42it/s]
  4%|▎         | 234/6612 [01:08<31:08,  3.41it/s]
  4%|▎         | 235/6612 [01:08<31:10,  3.41it/s]
  4%|▎         | 236/6612 [01:09<31:09,  3.41it/s]
  4%|▎         | 237/6612 [01:09<31:08,  3.41it/s]
  4%|▎         | 238/6612 [01:09<31:12,  3.40it/s]
  4%|▎         | 239/6612 [01:09<31:08,  3.41it/s]
  4%|▎         | 240/6612 [01:10<31:08,  3.41it/s]
  4%|▎         | 241/6612 [01:10<31:06,  3.41it/s]
  4%|▎         | 242/6612 [01:10<31:04,  3.42it/s]
  4%|▎         | 243/6612 [01:11<31:05,  3.41it/s]
  4%|▎         | 244/6612 [01:11<31:08,  3.41it/s]
  4%|▎         | 245/6612 [01:11<31:05,  3.41it/s]
  4%|▎         | 246/6612 [01:11<31:06,  3.41it/s]
  4%|▎         | 247/6612 [01:12<31:08,  3.41it/s]
  4%|▍         | 248/6612 [01:12<31:10,  3.40it/s]
  4%|▍         | 249/6612 [01:12<31:11,  3.40it/s]
  4%|▍         | 250/6612 [01:13<31:08,  3.41it/s]
  4%|▍         | 251/6612 [01:13<31:06,  3.41it/s]
  4%|▍         | 252/6612 [01:13<31:04,  3.41it/s]
  4%|▍         | 253/6612 [01:13<31:05,  3.41it/s]
  4%|▍         | 254/6612 [01:14<31:06,  3.41it/s]
  4%|▍         | 255/6612 [01:14<31:07,  3.40it/s]
  4%|▍         | 256/6612 [01:14<31:07,  3.40it/s]
  4%|▍         | 257/6612 [01:15<34:18,  3.09it/s]
  4%|▍         | 258/6612 [01:15<35:06,  3.02it/s]
  4%|▍         | 259/6612 [01:15<33:54,  3.12it/s]
  4%|▍         | 260/6612 [01:16<33:00,  3.21it/s]
  4%|▍         | 261/6612 [01:16<32:24,  3.27it/s]
  4%|▍         | 262/6612 [01:16<32:01,  3.30it/s]
  4%|▍         | 263/6612 [01:17<31:45,  3.33it/s]
  4%|▍         | 264/6612 [01:17<31:34,  3.35it/s]
  4%|▍         | 265/6612 [01:17<31:23,  3.37it/s]
  4%|▍         | 266/6612 [01:17<31:16,  3.38it/s]
  4%|▍         | 267/6612 [01:18<31:13,  3.39it/s]
  4%|▍         | 268/6612 [01:18<31:13,  3.39it/s]
  4%|▍         | 269/6612 [01:18<31:06,  3.40it/s]
  4%|▍         | 270/6612 [01:19<31:04,  3.40it/s]
  4%|▍         | 271/6612 [01:19<31:03,  3.40it/s]
  4%|▍         | 272/6612 [01:19<31:03,  3.40it/s]
  4%|▍         | 273/6612 [01:20<31:04,  3.40it/s]
  4%|▍         | 274/6612 [01:20<35:10,  3.00it/s]
  4%|▍         | 275/6612 [01:20<33:55,  3.11it/s]
  4%|▍         | 276/6612 [01:21<33:01,  3.20it/s]
  4%|▍         | 277/6612 [01:21<32:25,  3.26it/s]
  4%|▍         | 278/6612 [01:21<32:01,  3.30it/s]
  4%|▍         | 279/6612 [01:21<31:42,  3.33it/s]
  4%|▍         | 280/6612 [01:22<31:28,  3.35it/s]
  4%|▍         | 281/6612 [01:22<31:18,  3.37it/s]
  4%|▍         | 282/6612 [01:22<31:11,  3.38it/s]
  4%|▍         | 283/6612 [01:23<31:08,  3.39it/s]
  4%|▍         | 284/6612 [01:23<31:02,  3.40it/s]
  4%|▍         | 285/6612 [01:23<30:59,  3.40it/s]
  4%|▍         | 286/6612 [01:23<30:58,  3.40it/s]
  4%|▍         | 287/6612 [01:24<30:56,  3.41it/s]
  4%|▍         | 288/6612 [01:24<30:57,  3.41it/s]
  4%|▍         | 289/6612 [01:24<30:59,  3.40it/s]
  4%|▍         | 290/6612 [01:25<30:59,  3.40it/s]
  4%|▍         | 291/6612 [01:25<30:58,  3.40it/s]
  4%|▍         | 292/6612 [01:25<30:56,  3.40it/s]
  4%|▍         | 293/6612 [01:26<30:55,  3.41it/s]
  4%|▍         | 294/6612 [01:26<30:58,  3.40it/s]
  4%|▍         | 295/6612 [01:26<30:57,  3.40it/s]
  4%|▍         | 296/6612 [01:26<30:56,  3.40it/s]
  4%|▍         | 297/6612 [01:27<30:53,  3.41it/s]
  5%|▍         | 298/6612 [01:27<30:52,  3.41it/s]
  5%|▍         | 299/6612 [01:27<30:56,  3.40it/s]
  5%|▍         | 300/6612 [01:28<30:54,  3.40it/s]
                                                  

  5%|▍         | 300/6612 [01:28<30:54,  3.40it/s]
  5%|▍         | 301/6612 [01:28<31:27,  3.34it/s]
  5%|▍         | 302/6612 [01:28<31:16,  3.36it/s]
  5%|▍         | 303/6612 [01:28<31:11,  3.37it/s]
  5%|▍         | 304/6612 [01:29<31:06,  3.38it/s]
  5%|▍         | 305/6612 [01:29<31:02,  3.39it/s]
  5%|▍         | 306/6612 [01:29<30:59,  3.39it/s]
  5%|▍         | 307/6612 [01:30<30:57,  3.39it/s]
  5%|▍         | 308/6612 [01:30<31:03,  3.38it/s]
  5%|▍         | 309/6612 [01:30<30:59,  3.39it/s]
  5%|▍         | 310/6612 [01:31<30:54,  3.40it/s]
  5%|▍         | 311/6612 [01:31<30:53,  3.40it/s]
  5%|▍         | 312/6612 [01:31<30:50,  3.40it/s]
  5%|▍         | 313/6612 [01:31<30:48,  3.41it/s]
  5%|▍         | 314/6612 [01:32<30:48,  3.41it/s]
  5%|▍         | 315/6612 [01:32<30:47,  3.41it/s]
  5%|▍         | 316/6612 [01:32<30:47,  3.41it/s]
  5%|▍         | 317/6612 [01:33<30:47,  3.41it/s]
  5%|▍         | 318/6612 [01:33<30:49,  3.40it/s]
  5%|▍         | 319/6612 [01:33<30:49,  3.40it/s]
  5%|▍         | 320/6612 [01:33<30:49,  3.40it/s]
  5%|▍         | 321/6612 [01:34<30:46,  3.41it/s]
  5%|▍         | 322/6612 [01:34<30:48,  3.40it/s]
  5%|▍         | 323/6612 [01:34<30:48,  3.40it/s]
  5%|▍         | 324/6612 [01:35<30:48,  3.40it/s]
  5%|▍         | 325/6612 [01:35<30:48,  3.40it/s]
  5%|▍         | 326/6612 [01:35<30:46,  3.40it/s]
  5%|▍         | 327/6612 [01:36<30:48,  3.40it/s]
  5%|▍         | 328/6612 [01:36<30:50,  3.40it/s]
  5%|▍         | 329/6612 [01:36<30:50,  3.40it/s]
  5%|▍         | 330/6612 [01:36<30:48,  3.40it/s]
  5%|▌         | 331/6612 [01:37<30:44,  3.41it/s]
  5%|▌         | 332/6612 [01:37<30:45,  3.40it/s]
  5%|▌         | 333/6612 [01:37<30:44,  3.40it/s]
  5%|▌         | 334/6612 [01:38<30:44,  3.40it/s]
  5%|▌         | 335/6612 [01:38<30:42,  3.41it/s]
  5%|▌         | 336/6612 [01:38<30:40,  3.41it/s]
  5%|▌         | 337/6612 [01:38<30:42,  3.41it/s]
  5%|▌         | 338/6612 [01:39<30:45,  3.40it/s]
  5%|▌         | 339/6612 [01:39<30:46,  3.40it/s]
  5%|▌         | 340/6612 [01:39<30:43,  3.40it/s]
  5%|▌         | 341/6612 [01:40<30:39,  3.41it/s]
  5%|▌         | 342/6612 [01:40<30:38,  3.41it/s]
  5%|▌         | 343/6612 [01:40<30:42,  3.40it/s]
  5%|▌         | 344/6612 [01:41<30:41,  3.40it/s]
  5%|▌         | 345/6612 [01:41<30:41,  3.40it/s]
  5%|▌         | 346/6612 [01:41<30:39,  3.41it/s]
  5%|▌         | 347/6612 [01:41<30:41,  3.40it/s]
  5%|▌         | 348/6612 [01:42<30:43,  3.40it/s]
  5%|▌         | 349/6612 [01:42<30:40,  3.40it/s]
  5%|▌         | 350/6612 [01:42<30:41,  3.40it/s]
  5%|▌         | 351/6612 [01:43<30:38,  3.40it/s]
  5%|▌         | 352/6612 [01:43<30:40,  3.40it/s]
  5%|▌         | 353/6612 [01:43<30:57,  3.37it/s]
  5%|▌         | 354/6612 [01:43<30:50,  3.38it/s]
  5%|▌         | 355/6612 [01:44<30:45,  3.39it/s]
  5%|▌         | 356/6612 [01:44<30:42,  3.40it/s]
  5%|▌         | 357/6612 [01:44<30:44,  3.39it/s]
  5%|▌         | 358/6612 [01:45<30:42,  3.39it/s]
  5%|▌         | 359/6612 [01:45<30:39,  3.40it/s]
  5%|▌         | 360/6612 [01:45<30:37,  3.40it/s]
  5%|▌         | 361/6612 [01:46<30:35,  3.40it/s]
  5%|▌         | 362/6612 [01:46<30:34,  3.41it/s]
  5%|▌         | 363/6612 [01:46<30:33,  3.41it/s]
  6%|▌         | 364/6612 [01:46<30:32,  3.41it/s]
  6%|▌         | 365/6612 [01:47<30:33,  3.41it/s]
  6%|▌         | 366/6612 [01:47<30:34,  3.40it/s]
  6%|▌         | 367/6612 [01:47<30:33,  3.41it/s]
  6%|▌         | 368/6612 [01:48<30:34,  3.40it/s]
  6%|▌         | 369/6612 [01:48<30:33,  3.41it/s]
  6%|▌         | 370/6612 [01:48<30:32,  3.41it/s]
  6%|▌         | 371/6612 [01:48<30:31,  3.41it/s]
  6%|▌         | 372/6612 [01:49<30:32,  3.41it/s]
  6%|▌         | 373/6612 [01:49<33:31,  3.10it/s]
  6%|▌         | 374/6612 [01:50<34:45,  2.99it/s]
  6%|▌         | 375/6612 [01:50<35:04,  2.96it/s]
  6%|▌         | 376/6612 [01:50<33:40,  3.09it/s]
  6%|▌         | 377/6612 [01:50<32:42,  3.18it/s]
  6%|▌         | 378/6612 [01:51<32:03,  3.24it/s]
  6%|▌         | 379/6612 [01:51<31:37,  3.29it/s]
  6%|▌         | 380/6612 [01:51<31:16,  3.32it/s]
  6%|▌         | 381/6612 [01:52<31:02,  3.35it/s]
  6%|▌         | 382/6612 [01:52<30:52,  3.36it/s]
  6%|▌         | 383/6612 [01:52<30:47,  3.37it/s]
  6%|▌         | 384/6612 [01:53<30:45,  3.38it/s]
  6%|▌         | 385/6612 [01:53<30:38,  3.39it/s]
  6%|▌         | 386/6612 [01:53<30:34,  3.39it/s]
  6%|▌         | 387/6612 [01:53<30:31,  3.40it/s]
  6%|▌         | 388/6612 [01:54<30:30,  3.40it/s]
  6%|▌         | 389/6612 [01:54<30:32,  3.40it/s]
  6%|▌         | 390/6612 [01:54<34:49,  2.98it/s]
  6%|▌         | 391/6612 [01:55<34:08,  3.04it/s]
  6%|▌         | 392/6612 [01:55<33:00,  3.14it/s]
  6%|▌         | 393/6612 [01:55<32:16,  3.21it/s]
  6%|▌         | 394/6612 [01:56<31:41,  3.27it/s]
  6%|▌         | 395/6612 [01:56<31:15,  3.31it/s]
  6%|▌         | 396/6612 [01:56<31:04,  3.33it/s]
  6%|▌         | 397/6612 [01:56<30:51,  3.36it/s]
  6%|▌         | 398/6612 [01:57<30:45,  3.37it/s]
  6%|▌         | 399/6612 [01:57<30:38,  3.38it/s]
  6%|▌         | 400/6612 [01:57<30:35,  3.38it/s]
                                                  

  6%|▌         | 400/6612 [01:57<30:35,  3.38it/s]
  6%|▌         | 401/6612 [01:58<31:05,  3.33it/s]
  6%|▌         | 402/6612 [01:58<30:51,  3.35it/s]
  6%|▌         | 403/6612 [01:58<30:42,  3.37it/s]
  6%|▌         | 404/6612 [01:59<30:37,  3.38it/s]
  6%|▌         | 405/6612 [01:59<30:32,  3.39it/s]
  6%|▌         | 406/6612 [01:59<30:29,  3.39it/s]
  6%|▌         | 407/6612 [01:59<30:26,  3.40it/s]
  6%|▌         | 408/6612 [02:00<30:26,  3.40it/s]
  6%|▌         | 409/6612 [02:00<30:26,  3.40it/s]
  6%|▌         | 410/6612 [02:00<30:28,  3.39it/s]
  6%|▌         | 411/6612 [02:01<30:24,  3.40it/s]
  6%|▌         | 412/6612 [02:01<30:23,  3.40it/s]
  6%|▌         | 413/6612 [02:01<30:20,  3.40it/s]
  6%|▋         | 414/6612 [02:02<30:23,  3.40it/s]
  6%|▋         | 415/6612 [02:02<30:22,  3.40it/s]
  6%|▋         | 416/6612 [02:02<30:24,  3.40it/s]
  6%|▋         | 417/6612 [02:02<30:22,  3.40it/s]
  6%|▋         | 418/6612 [02:03<30:22,  3.40it/s]
  6%|▋         | 419/6612 [02:03<30:25,  3.39it/s]
  6%|▋         | 420/6612 [02:03<30:23,  3.39it/s]
  6%|▋         | 421/6612 [02:04<30:22,  3.40it/s]
  6%|▋         | 422/6612 [02:04<30:21,  3.40it/s]
  6%|▋         | 423/6612 [02:04<30:20,  3.40it/s]
  6%|▋         | 424/6612 [02:04<30:18,  3.40it/s]
  6%|▋         | 425/6612 [02:05<30:19,  3.40it/s]
  6%|▋         | 426/6612 [02:05<30:19,  3.40it/s]
  6%|▋         | 427/6612 [02:05<30:18,  3.40it/s]
  6%|▋         | 428/6612 [02:06<30:19,  3.40it/s]
  6%|▋         | 429/6612 [02:06<30:17,  3.40it/s]
  7%|▋         | 430/6612 [02:06<30:17,  3.40it/s]
  7%|▋         | 431/6612 [02:07<30:15,  3.41it/s]
  7%|▋         | 432/6612 [02:07<30:13,  3.41it/s]
  7%|▋         | 433/6612 [02:07<30:14,  3.41it/s]
  7%|▋         | 434/6612 [02:07<30:15,  3.40it/s]
  7%|▋         | 435/6612 [02:08<30:16,  3.40it/s]
  7%|▋         | 436/6612 [02:08<30:16,  3.40it/s]
  7%|▋         | 437/6612 [02:08<30:16,  3.40it/s]
  7%|▋         | 438/6612 [02:09<30:15,  3.40it/s]
  7%|▋         | 439/6612 [02:09<30:17,  3.40it/s]
  7%|▋         | 440/6612 [02:09<30:16,  3.40it/s]
  7%|▋         | 441/6612 [02:09<30:16,  3.40it/s]
  7%|▋         | 442/6612 [02:10<30:15,  3.40it/s]
  7%|▋         | 443/6612 [02:10<30:13,  3.40it/s]
  7%|▋         | 444/6612 [02:10<30:20,  3.39it/s]
  7%|▋         | 445/6612 [02:11<30:17,  3.39it/s]
  7%|▋         | 446/6612 [02:11<30:15,  3.40it/s]
  7%|▋         | 447/6612 [02:11<30:12,  3.40it/s]
  7%|▋         | 448/6612 [02:12<30:14,  3.40it/s]
  7%|▋         | 449/6612 [02:12<30:16,  3.39it/s]
  7%|▋         | 450/6612 [02:12<30:14,  3.40it/s]
  7%|▋         | 451/6612 [02:12<33:12,  3.09it/s]
  7%|▋         | 452/6612 [02:13<34:23,  2.98it/s]
  7%|▋         | 453/6612 [02:13<33:14,  3.09it/s]
  7%|▋         | 454/6612 [02:13<32:17,  3.18it/s]
  7%|▋         | 455/6612 [02:14<31:35,  3.25it/s]
  7%|▋         | 456/6612 [02:14<31:09,  3.29it/s]
  7%|▋         | 457/6612 [02:14<30:55,  3.32it/s]
  7%|▋         | 458/6612 [02:15<30:42,  3.34it/s]
  7%|▋         | 459/6612 [02:15<30:31,  3.36it/s]
  7%|▋         | 460/6612 [02:15<30:22,  3.38it/s]
  7%|▋         | 461/6612 [02:15<30:20,  3.38it/s]
  7%|▋         | 462/6612 [02:16<30:17,  3.38it/s]
  7%|▋         | 463/6612 [02:16<30:14,  3.39it/s]
  7%|▋         | 464/6612 [02:16<30:12,  3.39it/s]
  7%|▋         | 465/6612 [02:17<30:12,  3.39it/s]
  7%|▋         | 466/6612 [02:17<30:10,  3.39it/s]
  7%|▋         | 467/6612 [02:17<30:09,  3.40it/s]
  7%|▋         | 468/6612 [02:18<30:06,  3.40it/s]
  7%|▋         | 469/6612 [02:18<30:06,  3.40it/s]
  7%|▋         | 470/6612 [02:18<30:10,  3.39it/s]
  7%|▋         | 471/6612 [02:18<30:07,  3.40it/s]
  7%|▋         | 472/6612 [02:19<30:08,  3.40it/s]
  7%|▋         | 473/6612 [02:19<30:06,  3.40it/s]
  7%|▋         | 474/6612 [02:19<30:06,  3.40it/s]
  7%|▋         | 475/6612 [02:20<30:04,  3.40it/s]
  7%|▋         | 476/6612 [02:20<30:03,  3.40it/s]
  7%|▋         | 477/6612 [02:20<30:05,  3.40it/s]
  7%|▋         | 478/6612 [02:21<30:03,  3.40it/s]
  7%|▋         | 479/6612 [02:21<30:02,  3.40it/s]
  7%|▋         | 480/6612 [02:21<30:01,  3.40it/s]
  7%|▋         | 481/6612 [02:21<30:01,  3.40it/s]
  7%|▋         | 482/6612 [02:22<30:02,  3.40it/s]
  7%|▋         | 483/6612 [02:22<30:02,  3.40it/s]
  7%|▋         | 484/6612 [02:22<30:03,  3.40it/s]
  7%|▋         | 485/6612 [02:23<30:04,  3.39it/s]
  7%|▋         | 486/6612 [02:23<30:04,  3.39it/s]
  7%|▋         | 487/6612 [02:23<30:02,  3.40it/s]
  7%|▋         | 488/6612 [02:23<30:01,  3.40it/s]
  7%|▋         | 489/6612 [02:24<30:03,  3.40it/s]
  7%|▋         | 490/6612 [02:24<30:01,  3.40it/s]
  7%|▋         | 491/6612 [02:24<30:03,  3.39it/s]
  7%|▋         | 492/6612 [02:25<30:02,  3.39it/s]
  7%|▋         | 493/6612 [02:25<30:00,  3.40it/s]
  7%|▋         | 494/6612 [02:25<29:55,  3.41it/s]
  7%|▋         | 495/6612 [02:25<29:53,  3.41it/s]
  8%|▊         | 496/6612 [02:26<29:57,  3.40it/s]
  8%|▊         | 497/6612 [02:26<30:00,  3.40it/s]
  8%|▊         | 498/6612 [02:26<29:59,  3.40it/s]
  8%|▊         | 499/6612 [02:27<29:54,  3.41it/s]
  8%|▊         | 500/6612 [02:27<29:53,  3.41it/s]
                                                  

  8%|▊         | 500/6612 [02:27<29:53,  3.41it/s]
  8%|▊         | 501/6612 [02:27<30:31,  3.34it/s]
  8%|▊         | 502/6612 [02:28<30:19,  3.36it/s]
  8%|▊         | 503/6612 [02:28<30:11,  3.37it/s]
  8%|▊         | 504/6612 [02:28<30:09,  3.38it/s]
  8%|▊         | 505/6612 [02:28<30:02,  3.39it/s]
  8%|▊         | 506/6612 [02:29<30:00,  3.39it/s]
  8%|▊         | 507/6612 [02:29<29:57,  3.40it/s]
  8%|▊         | 508/6612 [02:29<29:55,  3.40it/s]
  8%|▊         | 509/6612 [02:30<29:45,  3.42it/s]
  8%|▊         | 510/6612 [02:30<29:53,  3.40it/s]
  8%|▊         | 511/6612 [02:30<29:52,  3.40it/s]
  8%|▊         | 512/6612 [02:31<29:52,  3.40it/s]
  8%|▊         | 513/6612 [02:31<29:58,  3.39it/s]
  8%|▊         | 514/6612 [02:31<29:54,  3.40it/s]
  8%|▊         | 515/6612 [02:31<29:55,  3.40it/s]
  8%|▊         | 516/6612 [02:32<29:54,  3.40it/s]
  8%|▊         | 517/6612 [02:32<29:52,  3.40it/s]
  8%|▊         | 518/6612 [02:32<29:50,  3.40it/s]
  8%|▊         | 519/6612 [02:33<29:49,  3.40it/s]
  8%|▊         | 520/6612 [02:33<29:50,  3.40it/s]
  8%|▊         | 521/6612 [02:33<29:51,  3.40it/s]
  8%|▊         | 522/6612 [02:33<29:50,  3.40it/s]
  8%|▊         | 523/6612 [02:34<29:50,  3.40it/s]
  8%|▊         | 524/6612 [02:34<29:56,  3.39it/s]
  8%|▊         | 525/6612 [02:34<29:55,  3.39it/s]
  8%|▊         | 526/6612 [02:35<29:53,  3.39it/s]
  8%|▊         | 527/6612 [02:35<29:50,  3.40it/s]
  8%|▊         | 528/6612 [02:35<29:50,  3.40it/s]
  8%|▊         | 529/6612 [02:36<29:55,  3.39it/s]
  8%|▊         | 530/6612 [02:36<29:52,  3.39it/s]
  8%|▊         | 531/6612 [02:36<29:52,  3.39it/s]
  8%|▊         | 532/6612 [02:36<29:50,  3.40it/s]
  8%|▊         | 533/6612 [02:37<29:48,  3.40it/s]
  8%|▊         | 534/6612 [02:37<29:50,  3.39it/s]
  8%|▊         | 535/6612 [02:37<29:53,  3.39it/s]
  8%|▊         | 536/6612 [02:38<29:51,  3.39it/s]
  8%|▊         | 537/6612 [02:38<29:40,  3.41it/s]
  8%|▊         | 538/6612 [02:38<29:39,  3.41it/s]
  8%|▊         | 539/6612 [02:38<29:42,  3.41it/s]
  8%|▊         | 540/6612 [02:39<29:42,  3.41it/s]
  8%|▊         | 541/6612 [02:39<29:45,  3.40it/s]
  8%|▊         | 542/6612 [02:39<33:24,  3.03it/s]
  8%|▊         | 543/6612 [02:40<34:03,  2.97it/s]
  8%|▊         | 544/6612 [02:40<32:45,  3.09it/s]
  8%|▊         | 545/6612 [02:40<31:51,  3.17it/s]
  8%|▊         | 546/6612 [02:41<31:12,  3.24it/s]
  8%|▊         | 547/6612 [02:41<30:46,  3.29it/s]
  8%|▊         | 548/6612 [02:41<30:25,  3.32it/s]
  8%|▊         | 549/6612 [02:42<30:11,  3.35it/s]
  8%|▊         | 550/6612 [02:42<30:01,  3.37it/s]
  8%|▊         | 551/6612 [02:42<26:53,  3.76it/s]{'loss': 7.9493, 'grad_norm': 6.7841339111328125, 'learning_rate': 1.9700544464609802e-05, 'epoch': 0.18}
{'loss': 7.6243, 'grad_norm': 6.271908283233643, 'learning_rate': 1.939806412583182e-05, 'epoch': 0.36}
{'loss': 7.1546, 'grad_norm': 8.516470909118652, 'learning_rate': 1.9095583787053844e-05, 'epoch': 0.54}
{'loss': 6.6532, 'grad_norm': 8.8213472366333, 'learning_rate': 1.8793103448275863e-05, 'epoch': 0.73}
{'loss': 6.2489, 'grad_norm': 9.666668891906738, 'learning_rate': 1.8490623109497885e-05, 'epoch': 0.91}


  0%|          | 0/62 [00:00<?, ?it/s]

  5%|▍         | 3/62 [00:00<00:03, 17.71it/s]

  8%|▊         | 5/62 [00:00<00:04, 14.11it/s]

 11%|█▏        | 7/62 [00:00<00:04, 12.98it/s]

 15%|█▍        | 9/62 [00:00<00:04, 12.44it/s]

 18%|█▊        | 11/62 [00:00<00:04, 12.15it/s]

 21%|██        | 13/62 [00:01<00:04, 11.99it/s]

 24%|██▍       | 15/62 [00:01<00:03, 11.86it/s]

 27%|██▋       | 17/62 [00:01<00:03, 11.77it/s]

 31%|███       | 19/62 [00:01<00:03, 11.71it/s]

 34%|███▍      | 21/62 [00:01<00:03, 11.66it/s]

 37%|███▋      | 23/62 [00:01<00:03, 11.64it/s]

 40%|████      | 25/62 [00:02<00:03,  9.85it/s]

 44%|████▎     | 27/62 [00:02<00:03,  9.66it/s]

 45%|████▌     | 28/62 [00:02<00:03,  9.59it/s]

 48%|████▊     | 30/62 [00:02<00:03, 10.16it/s]

 52%|█████▏    | 32/62 [00:02<00:02, 10.61it/s]

 55%|█████▍    | 34/62 [00:03<00:02, 10.92it/s]

 58%|█████▊    | 36/62 [00:03<00:02, 11.13it/s]

 61%|██████▏   | 38/62 [00:03<00:02, 11.24it/s]

 65%|██████▍   | 40/62 [00:03<00:01, 11.31it/s]

 68%|██████▊   | 42/62 [00:03<00:01, 11.41it/s]

 71%|███████   | 44/62 [00:03<00:01, 11.47it/s]

 74%|███████▍  | 46/62 [00:04<00:01, 11.52it/s]

 77%|███████▋  | 48/62 [00:04<00:01, 11.56it/s]

 81%|████████  | 50/62 [00:04<00:01, 11.57it/s]

 84%|████████▍ | 52/62 [00:04<00:00, 11.56it/s]

 87%|████████▋ | 54/62 [00:04<00:00, 11.58it/s]

 90%|█████████ | 56/62 [00:04<00:00, 11.59it/s]

 94%|█████████▎| 58/62 [00:05<00:00, 11.60it/s]

 97%|█████████▋| 60/62 [00:05<00:00, 11.61it/s]

100%|██████████| 62/62 [00:05<00:00, 13.22it/s]
                                                  

                                               

  8%|▊         | 551/6612 [02:48<26:53,  3.76it/s]

100%|██████████| 62/62 [00:05<00:00, 13.22it/s]

                                               
  8%|▊         | 552/6612 [02:48<3:29:25,  2.07s/it]
  8%|▊         | 553/6612 [02:49<2:35:22,  1.54s/it]
  8%|▊         | 554/6612 [02:49<1:57:37,  1.16s/it]
  8%|▊         | 555/6612 [02:49<1:31:18,  1.11it/s]
  8%|▊         | 556/6612 [02:50<1:12:47,  1.39it/s]
  8%|▊         | 557/6612 [02:50<59:54,  1.68it/s]  
  8%|▊         | 558/6612 [02:50<50:48,  1.99it/s]
  8%|▊         | 559/6612 [02:50<44:29,  2.27it/s]
  8%|▊         | 560/6612 [02:51<40:05,  2.52it/s]
  8%|▊         | 561/6612 [02:51<36:58,  2.73it/s]
  8%|▊         | 562/6612 [02:51<34:45,  2.90it/s]
  9%|▊         | 563/6612 [02:52<33:13,  3.03it/s]
  9%|▊         | 564/6612 [02:52<32:05,  3.14it/s]
  9%|▊         | 565/6612 [02:52<31:21,  3.21it/s]
  9%|▊         | 566/6612 [02:52<30:49,  3.27it/s]
  9%|▊         | 567/6612 [02:53<30:28,  3.31it/s]
  9%|▊         | 568/6612 [02:53<30:16,  3.33it/s]
  9%|▊         | 569/6612 [02:53<30:04,  3.35it/s]
  9%|▊         | 570/6612 [02:54<30:04,  3.35it/s]
  9%|▊         | 571/6612 [02:54<29:55,  3.36it/s]
  9%|▊         | 572/6612 [02:54<29:50,  3.37it/s]
  9%|▊         | 573/6612 [02:55<29:42,  3.39it/s]
  9%|▊         | 574/6612 [02:55<29:42,  3.39it/s]
  9%|▊         | 575/6612 [02:55<29:40,  3.39it/s]
  9%|▊         | 576/6612 [02:55<29:38,  3.39it/s]
  9%|▊         | 577/6612 [02:56<29:36,  3.40it/s]
  9%|▊         | 578/6612 [02:56<29:35,  3.40it/s]
  9%|▉         | 579/6612 [02:56<29:34,  3.40it/s]
  9%|▉         | 580/6612 [02:57<29:31,  3.40it/s]
  9%|▉         | 581/6612 [02:57<29:32,  3.40it/s]
  9%|▉         | 582/6612 [02:57<29:32,  3.40it/s]
  9%|▉         | 583/6612 [02:57<29:33,  3.40it/s]
  9%|▉         | 584/6612 [02:58<29:36,  3.39it/s]
  9%|▉         | 585/6612 [02:58<29:35,  3.40it/s]
  9%|▉         | 586/6612 [02:58<29:33,  3.40it/s]
  9%|▉         | 587/6612 [02:59<29:31,  3.40it/s]
  9%|▉         | 588/6612 [02:59<29:31,  3.40it/s]
  9%|▉         | 589/6612 [02:59<29:34,  3.39it/s]
  9%|▉         | 590/6612 [03:00<29:31,  3.40it/s]
  9%|▉         | 591/6612 [03:00<29:32,  3.40it/s]
  9%|▉         | 592/6612 [03:00<29:29,  3.40it/s]
  9%|▉         | 593/6612 [03:00<29:30,  3.40it/s]
  9%|▉         | 594/6612 [03:01<29:36,  3.39it/s]
  9%|▉         | 595/6612 [03:01<29:35,  3.39it/s]
  9%|▉         | 596/6612 [03:01<29:33,  3.39it/s]
  9%|▉         | 597/6612 [03:02<29:33,  3.39it/s]
  9%|▉         | 598/6612 [03:02<29:32,  3.39it/s]
  9%|▉         | 599/6612 [03:02<29:33,  3.39it/s]
  9%|▉         | 600/6612 [03:02<29:31,  3.39it/s]
                                                  

  9%|▉         | 600/6612 [03:03<29:31,  3.39it/s]
  9%|▉         | 601/6612 [03:03<30:03,  3.33it/s]
  9%|▉         | 602/6612 [03:03<29:56,  3.34it/s]
  9%|▉         | 603/6612 [03:03<29:48,  3.36it/s]
  9%|▉         | 604/6612 [03:04<29:41,  3.37it/s]
  9%|▉         | 605/6612 [03:04<29:36,  3.38it/s]
  9%|▉         | 606/6612 [03:04<29:32,  3.39it/s]
  9%|▉         | 607/6612 [03:05<29:29,  3.39it/s]
  9%|▉         | 608/6612 [03:05<29:29,  3.39it/s]
  9%|▉         | 609/6612 [03:05<32:15,  3.10it/s]
  9%|▉         | 610/6612 [03:06<33:34,  2.98it/s]
  9%|▉         | 611/6612 [03:06<32:37,  3.07it/s]
  9%|▉         | 612/6612 [03:06<31:41,  3.16it/s]
  9%|▉         | 613/6612 [03:07<31:01,  3.22it/s]
  9%|▉         | 614/6612 [03:07<30:34,  3.27it/s]
  9%|▉         | 615/6612 [03:07<30:21,  3.29it/s]
  9%|▉         | 616/6612 [03:07<30:04,  3.32it/s]
  9%|▉         | 617/6612 [03:08<29:53,  3.34it/s]
  9%|▉         | 618/6612 [03:08<29:43,  3.36it/s]
  9%|▉         | 619/6612 [03:08<29:39,  3.37it/s]
  9%|▉         | 620/6612 [03:09<29:33,  3.38it/s]
  9%|▉         | 621/6612 [03:09<29:31,  3.38it/s]
  9%|▉         | 622/6612 [03:09<29:27,  3.39it/s]
  9%|▉         | 623/6612 [03:09<29:26,  3.39it/s]
  9%|▉         | 624/6612 [03:10<29:24,  3.39it/s]
  9%|▉         | 625/6612 [03:10<30:33,  3.27it/s]
  9%|▉         | 626/6612 [03:10<32:25,  3.08it/s]
  9%|▉         | 627/6612 [03:11<31:29,  3.17it/s]
  9%|▉         | 628/6612 [03:11<30:45,  3.24it/s]
 10%|▉         | 629/6612 [03:11<30:17,  3.29it/s]
 10%|▉         | 630/6612 [03:12<30:00,  3.32it/s]
 10%|▉         | 631/6612 [03:12<29:48,  3.34it/s]
 10%|▉         | 632/6612 [03:12<29:42,  3.36it/s]
 10%|▉         | 633/6612 [03:13<29:33,  3.37it/s]
 10%|▉         | 634/6612 [03:13<29:38,  3.36it/s]
 10%|▉         | 635/6612 [03:13<29:40,  3.36it/s]
 10%|▉         | 636/6612 [03:13<29:32,  3.37it/s]
 10%|▉         | 637/6612 [03:14<29:28,  3.38it/s]
 10%|▉         | 638/6612 [03:14<29:23,  3.39it/s]
 10%|▉         | 639/6612 [03:14<29:21,  3.39it/s]
 10%|▉         | 640/6612 [03:15<29:20,  3.39it/s]
 10%|▉         | 641/6612 [03:15<29:18,  3.40it/s]
 10%|▉         | 642/6612 [03:15<32:38,  3.05it/s]
 10%|▉         | 643/6612 [03:16<32:14,  3.09it/s]
 10%|▉         | 644/6612 [03:16<31:22,  3.17it/s]
 10%|▉         | 645/6612 [03:16<30:44,  3.23it/s]
 10%|▉         | 646/6612 [03:16<30:19,  3.28it/s]
 10%|▉         | 647/6612 [03:17<29:55,  3.32it/s]
 10%|▉         | 648/6612 [03:17<29:41,  3.35it/s]
 10%|▉         | 649/6612 [03:17<29:36,  3.36it/s]
 10%|▉         | 650/6612 [03:18<29:28,  3.37it/s]
 10%|▉         | 651/6612 [03:18<29:24,  3.38it/s]
 10%|▉         | 652/6612 [03:18<29:19,  3.39it/s]
 10%|▉         | 653/6612 [03:19<29:19,  3.39it/s]
 10%|▉         | 654/6612 [03:19<29:20,  3.39it/s]
 10%|▉         | 655/6612 [03:19<29:18,  3.39it/s]
 10%|▉         | 656/6612 [03:19<29:16,  3.39it/s]
 10%|▉         | 657/6612 [03:20<29:12,  3.40it/s]
 10%|▉         | 658/6612 [03:20<29:10,  3.40it/s]
 10%|▉         | 659/6612 [03:20<33:13,  2.99it/s]
 10%|▉         | 660/6612 [03:21<32:46,  3.03it/s]
 10%|▉         | 661/6612 [03:21<31:39,  3.13it/s]
 10%|█         | 662/6612 [03:21<30:56,  3.20it/s]
 10%|█         | 663/6612 [03:22<30:29,  3.25it/s]
 10%|█         | 664/6612 [03:22<30:06,  3.29it/s]
 10%|█         | 665/6612 [03:22<29:48,  3.33it/s]
 10%|█         | 666/6612 [03:23<29:28,  3.36it/s]
 10%|█         | 667/6612 [03:23<29:23,  3.37it/s]
 10%|█         | 668/6612 [03:23<29:19,  3.38it/s]
 10%|█         | 669/6612 [03:23<29:18,  3.38it/s]
 10%|█         | 670/6612 [03:24<29:14,  3.39it/s]
 10%|█         | 671/6612 [03:24<29:14,  3.39it/s]
 10%|█         | 672/6612 [03:24<29:12,  3.39it/s]
 10%|█         | 673/6612 [03:25<29:11,  3.39it/s]
 10%|█         | 674/6612 [03:25<29:08,  3.40it/s]
 10%|█         | 675/6612 [03:25<29:07,  3.40it/s]
 10%|█         | 676/6612 [03:26<32:55,  3.01it/s]
 10%|█         | 677/6612 [03:26<32:13,  3.07it/s]
 10%|█         | 678/6612 [03:26<31:17,  3.16it/s]
 10%|█         | 679/6612 [03:26<30:39,  3.23it/s]
 10%|█         | 680/6612 [03:27<30:12,  3.27it/s]
 10%|█         | 681/6612 [03:27<29:52,  3.31it/s]
 10%|█         | 682/6612 [03:27<29:44,  3.32it/s]
 10%|█         | 683/6612 [03:28<29:32,  3.34it/s]
 10%|█         | 684/6612 [03:28<29:22,  3.36it/s]
 10%|█         | 685/6612 [03:28<29:16,  3.37it/s]
 10%|█         | 686/6612 [03:29<29:11,  3.38it/s]
 10%|█         | 687/6612 [03:29<29:10,  3.38it/s]
 10%|█         | 688/6612 [03:29<29:06,  3.39it/s]
 10%|█         | 689/6612 [03:29<29:00,  3.40it/s]
 10%|█         | 690/6612 [03:30<29:01,  3.40it/s]
 10%|█         | 691/6612 [03:30<29:05,  3.39it/s]
 10%|█         | 692/6612 [03:30<29:06,  3.39it/s]
 10%|█         | 693/6612 [03:31<32:37,  3.02it/s]
 10%|█         | 694/6612 [03:31<32:18,  3.05it/s]
 11%|█         | 695/6612 [03:31<31:21,  3.14it/s]
 11%|█         | 696/6612 [03:32<30:40,  3.21it/s]
 11%|█         | 697/6612 [03:32<30:12,  3.26it/s]
 11%|█         | 698/6612 [03:32<29:51,  3.30it/s]
 11%|█         | 699/6612 [03:33<29:36,  3.33it/s]
 11%|█         | 700/6612 [03:33<29:26,  3.35it/s]
                                                  

 11%|█         | 700/6612 [03:33<29:26,  3.35it/s]
 11%|█         | 701/6612 [03:33<29:54,  3.29it/s]
 11%|█         | 702/6612 [03:33<29:35,  3.33it/s]
 11%|█         | 703/6612 [03:34<29:24,  3.35it/s]
 11%|█         | 704/6612 [03:34<29:16,  3.36it/s]
 11%|█         | 705/6612 [03:34<29:11,  3.37it/s]
 11%|█         | 706/6612 [03:35<29:05,  3.38it/s]
 11%|█         | 707/6612 [03:35<29:02,  3.39it/s]
 11%|█         | 708/6612 [03:35<32:11,  3.06it/s]
 11%|█         | 709/6612 [03:36<31:34,  3.12it/s]
 11%|█         | 710/6612 [03:36<30:47,  3.19it/s]
 11%|█         | 711/6612 [03:36<30:13,  3.25it/s]
 11%|█         | 712/6612 [03:36<29:50,  3.29it/s]
 11%|█         | 713/6612 [03:37<29:32,  3.33it/s]
 11%|█         | 714/6612 [03:37<29:20,  3.35it/s]
 11%|█         | 715/6612 [03:37<29:17,  3.35it/s]
 11%|█         | 716/6612 [03:38<29:11,  3.37it/s]
 11%|█         | 717/6612 [03:38<29:05,  3.38it/s]
 11%|█         | 718/6612 [03:38<29:02,  3.38it/s]
 11%|█         | 719/6612 [03:39<29:02,  3.38it/s]
 11%|█         | 720/6612 [03:39<29:07,  3.37it/s]
 11%|█         | 721/6612 [03:39<29:02,  3.38it/s]
 11%|█         | 722/6612 [03:39<28:58,  3.39it/s]
 11%|█         | 723/6612 [03:40<28:51,  3.40it/s]
 11%|█         | 724/6612 [03:40<31:27,  3.12it/s]
 11%|█         | 725/6612 [03:40<32:01,  3.06it/s]
 11%|█         | 726/6612 [03:41<31:05,  3.16it/s]
 11%|█         | 727/6612 [03:41<30:25,  3.22it/s]
 11%|█         | 728/6612 [03:41<29:57,  3.27it/s]
 11%|█         | 729/6612 [03:42<29:41,  3.30it/s]
 11%|█         | 730/6612 [03:42<29:28,  3.33it/s]
 11%|█         | 731/6612 [03:42<29:17,  3.35it/s]
 11%|█         | 732/6612 [03:43<29:06,  3.37it/s]
 11%|█         | 733/6612 [03:43<29:01,  3.37it/s]
 11%|█         | 734/6612 [03:43<29:01,  3.37it/s]
 11%|█         | 735/6612 [03:43<29:02,  3.37it/s]
 11%|█         | 736/6612 [03:44<28:59,  3.38it/s]
 11%|█         | 737/6612 [03:44<28:55,  3.39it/s]
 11%|█         | 738/6612 [03:44<28:55,  3.39it/s]
 11%|█         | 739/6612 [03:45<28:55,  3.38it/s]
 11%|█         | 740/6612 [03:45<28:56,  3.38it/s]
 11%|█         | 741/6612 [03:45<32:24,  3.02it/s]
 11%|█         | 742/6612 [03:46<32:13,  3.04it/s]
 11%|█         | 743/6612 [03:46<31:12,  3.13it/s]
 11%|█▏        | 744/6612 [03:46<30:29,  3.21it/s]
 11%|█▏        | 745/6612 [03:47<29:56,  3.27it/s]
 11%|█▏        | 746/6612 [03:47<29:32,  3.31it/s]
 11%|█▏        | 747/6612 [03:47<29:18,  3.34it/s]
 11%|█▏        | 748/6612 [03:47<29:06,  3.36it/s]
 11%|█▏        | 749/6612 [03:48<29:00,  3.37it/s]
 11%|█▏        | 750/6612 [03:48<28:56,  3.38it/s]
 11%|█▏        | 751/6612 [03:48<28:53,  3.38it/s]
 11%|█▏        | 752/6612 [03:49<28:51,  3.38it/s]
 11%|█▏        | 753/6612 [03:49<28:49,  3.39it/s]
 11%|█▏        | 754/6612 [03:49<28:47,  3.39it/s]
 11%|█▏        | 755/6612 [03:49<28:47,  3.39it/s]
 11%|█▏        | 756/6612 [03:50<28:47,  3.39it/s]
 11%|█▏        | 757/6612 [03:50<31:34,  3.09it/s]
 11%|█▏        | 758/6612 [03:50<32:31,  3.00it/s]
 11%|█▏        | 759/6612 [03:51<31:20,  3.11it/s]
 11%|█▏        | 760/6612 [03:51<30:33,  3.19it/s]
 12%|█▏        | 761/6612 [03:51<30:04,  3.24it/s]
 12%|█▏        | 762/6612 [03:52<29:39,  3.29it/s]
 12%|█▏        | 763/6612 [03:52<29:20,  3.32it/s]
 12%|█▏        | 764/6612 [03:52<29:08,  3.34it/s]
 12%|█▏        | 765/6612 [03:53<29:00,  3.36it/s]
 12%|█▏        | 766/6612 [03:53<28:59,  3.36it/s]
 12%|█▏        | 767/6612 [03:53<28:52,  3.37it/s]
 12%|█▏        | 768/6612 [03:53<28:48,  3.38it/s]
 12%|█▏        | 769/6612 [03:54<28:39,  3.40it/s]
 12%|█▏        | 770/6612 [03:54<28:39,  3.40it/s]
 12%|█▏        | 771/6612 [03:54<28:43,  3.39it/s]
 12%|█▏        | 772/6612 [03:55<28:40,  3.40it/s]
 12%|█▏        | 773/6612 [03:55<28:42,  3.39it/s]
 12%|█▏        | 774/6612 [03:55<32:06,  3.03it/s]
 12%|█▏        | 775/6612 [03:56<30:58,  3.14it/s]
 12%|█▏        | 776/6612 [03:56<30:16,  3.21it/s]
 12%|█▏        | 777/6612 [03:56<29:51,  3.26it/s]
 12%|█▏        | 778/6612 [03:57<29:28,  3.30it/s]
 12%|█▏        | 779/6612 [03:57<29:13,  3.33it/s]
 12%|█▏        | 780/6612 [03:57<29:03,  3.35it/s]
 12%|█▏        | 781/6612 [03:57<28:55,  3.36it/s]
 12%|█▏        | 782/6612 [03:58<28:49,  3.37it/s]
 12%|█▏        | 783/6612 [03:58<28:45,  3.38it/s]
 12%|█▏        | 784/6612 [03:58<28:42,  3.38it/s]
 12%|█▏        | 785/6612 [03:59<28:41,  3.39it/s]
 12%|█▏        | 786/6612 [03:59<28:40,  3.39it/s]
 12%|█▏        | 787/6612 [03:59<28:40,  3.39it/s]
 12%|█▏        | 788/6612 [03:59<28:41,  3.38it/s]
 12%|█▏        | 789/6612 [04:00<28:35,  3.39it/s]
 12%|█▏        | 790/6612 [04:00<31:18,  3.10it/s]
 12%|█▏        | 791/6612 [04:00<31:34,  3.07it/s]
 12%|█▏        | 792/6612 [04:01<30:40,  3.16it/s]
 12%|█▏        | 793/6612 [04:01<30:02,  3.23it/s]
 12%|█▏        | 794/6612 [04:01<29:38,  3.27it/s]
 12%|█▏        | 795/6612 [04:02<29:16,  3.31it/s]
 12%|█▏        | 796/6612 [04:02<29:08,  3.33it/s]
 12%|█▏        | 797/6612 [04:02<28:56,  3.35it/s]
 12%|█▏        | 798/6612 [04:03<28:51,  3.36it/s]
 12%|█▏        | 799/6612 [04:03<28:44,  3.37it/s]
 12%|█▏        | 800/6612 [04:03<28:42,  3.37it/s]
                                                  

 12%|█▏        | 800/6612 [04:03<28:42,  3.37it/s]
 12%|█▏        | 801/6612 [04:03<29:28,  3.29it/s]
 12%|█▏        | 802/6612 [04:04<29:13,  3.31it/s]
 12%|█▏        | 803/6612 [04:04<29:00,  3.34it/s]
 12%|█▏        | 804/6612 [04:04<28:57,  3.34it/s]
 12%|█▏        | 805/6612 [04:05<28:49,  3.36it/s]
 12%|█▏        | 806/6612 [04:05<28:41,  3.37it/s]
 12%|█▏        | 807/6612 [04:05<31:49,  3.04it/s]
 12%|█▏        | 808/6612 [04:06<30:49,  3.14it/s]
 12%|█▏        | 809/6612 [04:06<30:04,  3.22it/s]
 12%|█▏        | 810/6612 [04:06<29:41,  3.26it/s]
 12%|█▏        | 811/6612 [04:07<29:19,  3.30it/s]
 12%|█▏        | 812/6612 [04:07<29:03,  3.33it/s]
 12%|█▏        | 813/6612 [04:07<28:56,  3.34it/s]
 12%|█▏        | 814/6612 [04:07<28:46,  3.36it/s]
 12%|█▏        | 815/6612 [04:08<28:46,  3.36it/s]
 12%|█▏        | 816/6612 [04:08<28:39,  3.37it/s]
 12%|█▏        | 817/6612 [04:08<28:35,  3.38it/s]
 12%|█▏        | 818/6612 [04:09<28:32,  3.38it/s]
 12%|█▏        | 819/6612 [04:09<28:30,  3.39it/s]
 12%|█▏        | 820/6612 [04:09<28:31,  3.38it/s]
 12%|█▏        | 821/6612 [04:09<28:28,  3.39it/s]
 12%|█▏        | 822/6612 [04:10<28:26,  3.39it/s]
 12%|█▏        | 823/6612 [04:10<31:15,  3.09it/s]
 12%|█▏        | 824/6612 [04:11<32:26,  2.97it/s]
 12%|█▏        | 825/6612 [04:11<31:52,  3.03it/s]
 12%|█▏        | 826/6612 [04:11<31:37,  3.05it/s]
 13%|█▎        | 827/6612 [04:11<30:46,  3.13it/s]
 13%|█▎        | 828/6612 [04:12<30:05,  3.20it/s]
 13%|█▎        | 829/6612 [04:12<29:39,  3.25it/s]
 13%|█▎        | 830/6612 [04:12<29:15,  3.29it/s]
 13%|█▎        | 831/6612 [04:13<28:57,  3.33it/s]
 13%|█▎        | 832/6612 [04:13<28:45,  3.35it/s]
 13%|█▎        | 833/6612 [04:13<28:39,  3.36it/s]
 13%|█▎        | 834/6612 [04:14<28:33,  3.37it/s]
 13%|█▎        | 835/6612 [04:14<28:28,  3.38it/s]
 13%|█▎        | 836/6612 [04:14<28:23,  3.39it/s]
 13%|█▎        | 837/6612 [04:14<28:21,  3.39it/s]
 13%|█▎        | 838/6612 [04:15<28:30,  3.38it/s]
 13%|█▎        | 839/6612 [04:15<30:07,  3.19it/s]
 13%|█▎        | 840/6612 [04:15<31:45,  3.03it/s]
 13%|█▎        | 841/6612 [04:16<30:46,  3.12it/s]
 13%|█▎        | 842/6612 [04:16<30:04,  3.20it/s]
 13%|█▎        | 843/6612 [04:16<29:33,  3.25it/s]
 13%|█▎        | 844/6612 [04:17<29:11,  3.29it/s]
 13%|█▎        | 845/6612 [04:17<28:55,  3.32it/s]
 13%|█▎        | 846/6612 [04:17<28:45,  3.34it/s]
 13%|█▎        | 847/6612 [04:17<28:39,  3.35it/s]
 13%|█▎        | 848/6612 [04:18<28:32,  3.37it/s]
 13%|█▎        | 849/6612 [04:18<28:26,  3.38it/s]
 13%|█▎        | 850/6612 [04:18<28:22,  3.38it/s]
 13%|█▎        | 851/6612 [04:19<28:20,  3.39it/s]
 13%|█▎        | 852/6612 [04:19<28:19,  3.39it/s]
 13%|█▎        | 853/6612 [04:19<28:19,  3.39it/s]
 13%|█▎        | 854/6612 [04:20<28:18,  3.39it/s]
 13%|█▎        | 855/6612 [04:20<28:14,  3.40it/s]
 13%|█▎        | 856/6612 [04:20<31:16,  3.07it/s]
 13%|█▎        | 857/6612 [04:21<31:50,  3.01it/s]
 13%|█▎        | 858/6612 [04:21<30:45,  3.12it/s]
 13%|█▎        | 859/6612 [04:21<29:55,  3.20it/s]
 13%|█▎        | 860/6612 [04:21<29:23,  3.26it/s]
 13%|█▎        | 861/6612 [04:22<29:02,  3.30it/s]
 13%|█▎        | 862/6612 [04:22<28:47,  3.33it/s]
 13%|█▎        | 863/6612 [04:22<28:40,  3.34it/s]
 13%|█▎        | 864/6612 [04:23<28:28,  3.36it/s]
 13%|█▎        | 865/6612 [04:23<28:24,  3.37it/s]
 13%|█▎        | 866/6612 [04:23<28:19,  3.38it/s]
 13%|█▎        | 867/6612 [04:24<28:19,  3.38it/s]
 13%|█▎        | 868/6612 [04:24<28:16,  3.39it/s]
 13%|█▎        | 869/6612 [04:24<28:13,  3.39it/s]
 13%|█▎        | 870/6612 [04:24<28:16,  3.38it/s]
 13%|█▎        | 871/6612 [04:25<28:14,  3.39it/s]
 13%|█▎        | 872/6612 [04:25<30:15,  3.16it/s]
 13%|█▎        | 873/6612 [04:25<31:12,  3.06it/s]
 13%|█▎        | 874/6612 [04:26<30:18,  3.16it/s]
 13%|█▎        | 875/6612 [04:26<29:42,  3.22it/s]
 13%|█▎        | 876/6612 [04:26<29:20,  3.26it/s]
 13%|█▎        | 877/6612 [04:27<28:58,  3.30it/s]
 13%|█▎        | 878/6612 [04:27<28:40,  3.33it/s]
 13%|█▎        | 879/6612 [04:27<28:29,  3.35it/s]
 13%|█▎        | 880/6612 [04:27<28:24,  3.36it/s]
 13%|█▎        | 881/6612 [04:28<28:18,  3.37it/s]
 13%|█▎        | 882/6612 [04:28<28:15,  3.38it/s]
 13%|█▎        | 883/6612 [04:28<28:12,  3.39it/s]
 13%|█▎        | 884/6612 [04:29<28:08,  3.39it/s]
 13%|█▎        | 885/6612 [04:29<28:11,  3.39it/s]
 13%|█▎        | 886/6612 [04:29<28:09,  3.39it/s]
 13%|█▎        | 887/6612 [04:30<28:07,  3.39it/s]
 13%|█▎        | 888/6612 [04:30<28:04,  3.40it/s]
 13%|█▎        | 889/6612 [04:30<31:12,  3.06it/s]
 13%|█▎        | 890/6612 [04:31<30:36,  3.12it/s]
 13%|█▎        | 891/6612 [04:31<29:55,  3.19it/s]
 13%|█▎        | 892/6612 [04:31<29:22,  3.24it/s]
 14%|█▎        | 893/6612 [04:31<29:00,  3.29it/s]
 14%|█▎        | 894/6612 [04:32<28:43,  3.32it/s]
 14%|█▎        | 895/6612 [04:32<28:31,  3.34it/s]
 14%|█▎        | 896/6612 [04:32<28:27,  3.35it/s]
 14%|█▎        | 897/6612 [04:33<28:19,  3.36it/s]
 14%|█▎        | 898/6612 [04:33<28:11,  3.38it/s]
 14%|█▎        | 899/6612 [04:33<28:03,  3.39it/s]
 14%|█▎        | 900/6612 [04:33<28:02,  3.40it/s]
                                                  

 14%|█▎        | 900/6612 [04:34<28:02,  3.40it/s]
 14%|█▎        | 901/6612 [04:34<28:46,  3.31it/s]
 14%|█▎        | 902/6612 [04:34<28:32,  3.33it/s]
 14%|█▎        | 903/6612 [04:34<28:24,  3.35it/s]
 14%|█▎        | 904/6612 [04:35<28:18,  3.36it/s]
 14%|█▎        | 905/6612 [04:35<29:34,  3.22it/s]
 14%|█▎        | 906/6612 [04:35<31:19,  3.04it/s]
 14%|█▎        | 907/6612 [04:36<30:21,  3.13it/s]
 14%|█▎        | 908/6612 [04:36<29:36,  3.21it/s]
 14%|█▎        | 909/6612 [04:36<29:07,  3.26it/s]
 14%|█▍        | 910/6612 [04:37<28:46,  3.30it/s]
 14%|█▍        | 911/6612 [04:37<28:36,  3.32it/s]
 14%|█▍        | 912/6612 [04:37<28:25,  3.34it/s]
 14%|█▍        | 913/6612 [04:37<28:18,  3.36it/s]
 14%|█▍        | 914/6612 [04:38<28:15,  3.36it/s]
 14%|█▍        | 915/6612 [04:38<28:11,  3.37it/s]
 14%|█▍        | 916/6612 [04:38<28:02,  3.39it/s]
 14%|█▍        | 917/6612 [04:39<28:00,  3.39it/s]
 14%|█▍        | 918/6612 [04:39<28:01,  3.39it/s]
 14%|█▍        | 919/6612 [04:39<28:00,  3.39it/s]
 14%|█▍        | 920/6612 [04:40<28:00,  3.39it/s]
 14%|█▍        | 921/6612 [04:40<27:59,  3.39it/s]
 14%|█▍        | 922/6612 [04:40<31:18,  3.03it/s]
 14%|█▍        | 923/6612 [04:41<30:47,  3.08it/s]
 14%|█▍        | 924/6612 [04:41<29:55,  3.17it/s]
 14%|█▍        | 925/6612 [04:41<29:18,  3.23it/s]
 14%|█▍        | 926/6612 [04:41<28:54,  3.28it/s]
 14%|█▍        | 927/6612 [04:42<28:34,  3.32it/s]
 14%|█▍        | 928/6612 [04:42<28:23,  3.34it/s]
 14%|█▍        | 929/6612 [04:42<28:16,  3.35it/s]
 14%|█▍        | 930/6612 [04:43<28:09,  3.36it/s]
 14%|█▍        | 931/6612 [04:43<28:04,  3.37it/s]
 14%|█▍        | 932/6612 [04:43<28:01,  3.38it/s]
 14%|█▍        | 933/6612 [04:44<27:59,  3.38it/s]
 14%|█▍        | 934/6612 [04:44<27:55,  3.39it/s]
 14%|█▍        | 935/6612 [04:44<27:54,  3.39it/s]
 14%|█▍        | 936/6612 [04:44<27:51,  3.40it/s]
 14%|█▍        | 937/6612 [04:45<27:46,  3.40it/s]
 14%|█▍        | 938/6612 [04:45<28:47,  3.28it/s]
 14%|█▍        | 939/6612 [04:45<31:46,  2.98it/s]
 14%|█▍        | 940/6612 [04:46<31:18,  3.02it/s]
 14%|█▍        | 941/6612 [04:46<30:17,  3.12it/s]
 14%|█▍        | 942/6612 [04:46<29:32,  3.20it/s]
 14%|█▍        | 943/6612 [04:47<28:50,  3.28it/s]
 14%|█▍        | 944/6612 [04:47<28:31,  3.31it/s]
 14%|█▍        | 945/6612 [04:47<28:19,  3.33it/s]
 14%|█▍        | 946/6612 [04:48<28:11,  3.35it/s]
 14%|█▍        | 947/6612 [04:48<28:04,  3.36it/s]
 14%|█▍        | 948/6612 [04:48<27:59,  3.37it/s]
 14%|█▍        | 949/6612 [04:48<27:56,  3.38it/s]
 14%|█▍        | 950/6612 [04:49<27:57,  3.38it/s]
 14%|█▍        | 951/6612 [04:49<27:54,  3.38it/s]
 14%|█▍        | 952/6612 [04:49<27:52,  3.38it/s]
 14%|█▍        | 953/6612 [04:50<27:48,  3.39it/s]
 14%|█▍        | 954/6612 [04:50<27:42,  3.40it/s]
 14%|█▍        | 955/6612 [04:50<31:19,  3.01it/s]
 14%|█▍        | 956/6612 [04:51<31:39,  2.98it/s]
 14%|█▍        | 957/6612 [04:51<30:32,  3.09it/s]
 14%|█▍        | 958/6612 [04:51<29:41,  3.17it/s]
 15%|█▍        | 959/6612 [04:52<29:07,  3.23it/s]
 15%|█▍        | 960/6612 [04:52<28:41,  3.28it/s]
 15%|█▍        | 961/6612 [04:52<28:22,  3.32it/s]
 15%|█▍        | 962/6612 [04:52<28:15,  3.33it/s]
 15%|█▍        | 963/6612 [04:53<28:09,  3.34it/s]
 15%|█▍        | 964/6612 [04:53<28:00,  3.36it/s]
 15%|█▍        | 965/6612 [04:53<27:53,  3.37it/s]
 15%|█▍        | 966/6612 [04:54<27:54,  3.37it/s]
 15%|█▍        | 967/6612 [04:54<27:49,  3.38it/s]
 15%|█▍        | 968/6612 [04:54<27:47,  3.39it/s]
 15%|█▍        | 969/6612 [04:54<27:43,  3.39it/s]
 15%|█▍        | 970/6612 [04:55<27:42,  3.39it/s]
 15%|█▍        | 971/6612 [04:55<30:43,  3.06it/s]
 15%|█▍        | 972/6612 [04:55<30:30,  3.08it/s]
 15%|█▍        | 973/6612 [04:56<29:39,  3.17it/s]
 15%|█▍        | 974/6612 [04:56<29:06,  3.23it/s]
 15%|█▍        | 975/6612 [04:56<28:38,  3.28it/s]
 15%|█▍        | 976/6612 [04:57<28:20,  3.32it/s]
 15%|█▍        | 977/6612 [04:57<28:10,  3.33it/s]
 15%|█▍        | 978/6612 [04:57<27:59,  3.35it/s]
 15%|█▍        | 979/6612 [04:58<27:51,  3.37it/s]
 15%|█▍        | 980/6612 [04:58<27:47,  3.38it/s]
 15%|█▍        | 981/6612 [04:58<27:39,  3.39it/s]
 15%|█▍        | 982/6612 [04:58<27:38,  3.39it/s]
 15%|█▍        | 983/6612 [04:59<27:38,  3.39it/s]
 15%|█▍        | 984/6612 [04:59<27:36,  3.40it/s]
 15%|█▍        | 985/6612 [04:59<27:32,  3.41it/s]
 15%|█▍        | 986/6612 [05:00<27:34,  3.40it/s]
 15%|█▍        | 987/6612 [05:00<27:45,  3.38it/s]
 15%|█▍        | 988/6612 [05:00<31:32,  2.97it/s]
 15%|█▍        | 989/6612 [05:01<30:25,  3.08it/s]
 15%|█▍        | 990/6612 [05:01<29:31,  3.17it/s]
 15%|█▍        | 991/6612 [05:01<29:00,  3.23it/s]
 15%|█▌        | 992/6612 [05:02<28:35,  3.28it/s]
 15%|█▌        | 993/6612 [05:02<28:18,  3.31it/s]
 15%|█▌        | 994/6612 [05:02<28:02,  3.34it/s]
 15%|█▌        | 995/6612 [05:02<27:54,  3.35it/s]
 15%|█▌        | 996/6612 [05:03<27:50,  3.36it/s]
 15%|█▌        | 997/6612 [05:03<27:46,  3.37it/s]
 15%|█▌        | 998/6612 [05:03<27:40,  3.38it/s]
 15%|█▌        | 999/6612 [05:04<27:37,  3.39it/s]
 15%|█▌        | 1000/6612 [05:04<27:34,  3.39it/s]
                                                   

 15%|█▌        | 1000/6612 [05:04<27:34,  3.39it/s]
 15%|█▌        | 1001/6612 [05:04<28:04,  3.33it/s]
 15%|█▌        | 1002/6612 [05:04<27:51,  3.36it/s]
 15%|█▌        | 1003/6612 [05:05<27:46,  3.36it/s]
 15%|█▌        | 1004/6612 [05:05<30:43,  3.04it/s]
 15%|█▌        | 1005/6612 [05:06<30:51,  3.03it/s]
 15%|█▌        | 1006/6612 [05:06<29:50,  3.13it/s]
 15%|█▌        | 1007/6612 [05:06<29:06,  3.21it/s]
 15%|█▌        | 1008/6612 [05:06<28:30,  3.28it/s]
 15%|█▌        | 1009/6612 [05:07<28:15,  3.30it/s]
 15%|█▌        | 1010/6612 [05:07<28:01,  3.33it/s]
 15%|█▌        | 1011/6612 [05:07<27:52,  3.35it/s]
 15%|█▌        | 1012/6612 [05:08<27:49,  3.36it/s]
 15%|█▌        | 1013/6612 [05:08<27:42,  3.37it/s]
 15%|█▌        | 1014/6612 [05:08<27:39,  3.37it/s]
 15%|█▌        | 1015/6612 [05:08<27:34,  3.38it/s]
 15%|█▌        | 1016/6612 [05:09<27:32,  3.39it/s]
 15%|█▌        | 1017/6612 [05:09<27:30,  3.39it/s]
 15%|█▌        | 1018/6612 [05:09<27:29,  3.39it/s]
 15%|█▌        | 1019/6612 [05:10<27:29,  3.39it/s]
 15%|█▌        | 1020/6612 [05:10<27:29,  3.39it/s]
 15%|█▌        | 1021/6612 [05:10<31:20,  2.97it/s]
 15%|█▌        | 1022/6612 [05:11<31:08,  2.99it/s]
 15%|█▌        | 1023/6612 [05:11<30:00,  3.10it/s]
 15%|█▌        | 1024/6612 [05:11<29:14,  3.19it/s]
 16%|█▌        | 1025/6612 [05:12<28:41,  3.25it/s]
 16%|█▌        | 1026/6612 [05:12<28:19,  3.29it/s]
 16%|█▌        | 1027/6612 [05:12<28:02,  3.32it/s]
 16%|█▌        | 1028/6612 [05:12<27:51,  3.34it/s]
 16%|█▌        | 1029/6612 [05:13<27:38,  3.37it/s]
 16%|█▌        | 1030/6612 [05:13<27:33,  3.38it/s]
 16%|█▌        | 1031/6612 [05:13<27:35,  3.37it/s]
 16%|█▌        | 1032/6612 [05:14<27:32,  3.38it/s]
 16%|█▌        | 1033/6612 [05:14<27:28,  3.38it/s]
 16%|█▌        | 1034/6612 [05:14<27:24,  3.39it/s]
 16%|█▌        | 1035/6612 [05:15<27:30,  3.38it/s]
 16%|█▌        | 1036/6612 [05:15<27:26,  3.39it/s]
 16%|█▌        | 1037/6612 [05:15<30:39,  3.03it/s]
 16%|█▌        | 1038/6612 [05:16<31:39,  2.94it/s]
 16%|█▌        | 1039/6612 [05:16<30:45,  3.02it/s]
 16%|█▌        | 1040/6612 [05:16<29:44,  3.12it/s]
 16%|█▌        | 1041/6612 [05:16<29:02,  3.20it/s]
 16%|█▌        | 1042/6612 [05:17<28:32,  3.25it/s]
 16%|█▌        | 1043/6612 [05:17<28:10,  3.29it/s]
 16%|█▌        | 1044/6612 [05:17<27:55,  3.32it/s]
 16%|█▌        | 1045/6612 [05:18<27:48,  3.34it/s]
 16%|█▌        | 1046/6612 [05:18<27:41,  3.35it/s]
 16%|█▌        | 1047/6612 [05:18<27:34,  3.36it/s]
 16%|█▌        | 1048/6612 [05:19<27:22,  3.39it/s]
 16%|█▌        | 1049/6612 [05:19<27:20,  3.39it/s]
 16%|█▌        | 1050/6612 [05:19<27:20,  3.39it/s]
 16%|█▌        | 1051/6612 [05:19<27:21,  3.39it/s]
 16%|█▌        | 1052/6612 [05:20<27:21,  3.39it/s]
 16%|█▌        | 1053/6612 [05:20<30:07,  3.07it/s]
 16%|█▌        | 1054/6612 [05:20<31:11,  2.97it/s]
 16%|█▌        | 1055/6612 [05:21<31:33,  2.93it/s]
 16%|█▌        | 1056/6612 [05:21<30:18,  3.05it/s]
 16%|█▌        | 1057/6612 [05:21<29:22,  3.15it/s]
 16%|█▌        | 1058/6612 [05:22<28:47,  3.22it/s]
 16%|█▌        | 1059/6612 [05:22<28:19,  3.27it/s]
 16%|█▌        | 1060/6612 [05:22<28:00,  3.30it/s]
 16%|█▌        | 1061/6612 [05:23<27:44,  3.33it/s]
 16%|█▌        | 1062/6612 [05:23<27:38,  3.35it/s]
 16%|█▌        | 1063/6612 [05:23<27:30,  3.36it/s]
 16%|█▌        | 1064/6612 [05:23<27:29,  3.36it/s]
 16%|█▌        | 1065/6612 [05:24<27:22,  3.38it/s]
 16%|█▌        | 1066/6612 [05:24<27:20,  3.38it/s]
 16%|█▌        | 1067/6612 [05:24<27:20,  3.38it/s]
 16%|█▌        | 1068/6612 [05:25<27:21,  3.38it/s]
 16%|█▌        | 1069/6612 [05:25<30:34,  3.02it/s]
 16%|█▌        | 1070/6612 [05:25<30:39,  3.01it/s]
 16%|█▌        | 1071/6612 [05:26<29:35,  3.12it/s]
 16%|█▌        | 1072/6612 [05:26<28:53,  3.20it/s]
 16%|█▌        | 1073/6612 [05:26<28:22,  3.25it/s]
 16%|█▌        | 1074/6612 [05:27<28:00,  3.29it/s]
 16%|█▋        | 1075/6612 [05:27<27:47,  3.32it/s]
 16%|█▋        | 1076/6612 [05:27<27:36,  3.34it/s]
 16%|█▋        | 1077/6612 [05:27<27:28,  3.36it/s]
 16%|█▋        | 1078/6612 [05:28<27:21,  3.37it/s]
 16%|█▋        | 1079/6612 [05:28<27:11,  3.39it/s]
 16%|█▋        | 1080/6612 [05:28<27:10,  3.39it/s]
 16%|█▋        | 1081/6612 [05:29<27:10,  3.39it/s]
 16%|█▋        | 1082/6612 [05:29<27:08,  3.40it/s]
 16%|█▋        | 1083/6612 [05:29<27:11,  3.39it/s]
 16%|█▋        | 1084/6612 [05:30<27:08,  3.39it/s]
 16%|█▋        | 1085/6612 [05:30<29:32,  3.12it/s]
 16%|█▋        | 1086/6612 [05:30<29:25,  3.13it/s]
 16%|█▋        | 1087/6612 [05:31<28:49,  3.19it/s]
 16%|█▋        | 1088/6612 [05:31<28:17,  3.25it/s]
 16%|█▋        | 1089/6612 [05:31<27:57,  3.29it/s]
 16%|█▋        | 1090/6612 [05:31<27:40,  3.32it/s]
 17%|█▋        | 1091/6612 [05:32<27:29,  3.35it/s]
 17%|█▋        | 1092/6612 [05:32<27:26,  3.35it/s]
 17%|█▋        | 1093/6612 [05:32<27:20,  3.36it/s]
 17%|█▋        | 1094/6612 [05:33<27:14,  3.38it/s]
 17%|█▋        | 1095/6612 [05:33<27:12,  3.38it/s]
 17%|█▋        | 1096/6612 [05:33<27:08,  3.39it/s]
 17%|█▋        | 1097/6612 [05:33<27:11,  3.38it/s]
 17%|█▋        | 1098/6612 [05:34<27:09,  3.38it/s]
 17%|█▋        | 1099/6612 [05:34<27:06,  3.39it/s]
 17%|█▋        | 1100/6612 [05:34<27:00,  3.40it/s]
                                                   

 17%|█▋        | 1100/6612 [05:34<27:00,  3.40it/s]
 17%|█▋        | 1101/6612 [05:35<27:38,  3.32it/s]
 17%|█▋        | 1102/6612 [05:35<27:28,  3.34it/s]{'eval_avg_acc': 0.5835035750766088, 'eval_avg_precision': 0.5553360622326395, 'eval_avg_recall': 0.5835035750766088, 'eval_avg_f1': 0.5226101375226839, 'eval_main_acc': 0.6496424923391215, 'eval_main_precision': 0.6298720095460678, 'eval_main_recall': 0.6496424923391215, 'eval_main_f1': 0.6123177191193707, 'eval_sub_acc': 0.36567926455566907, 'eval_sub_precision': 0.3340984468852618, 'eval_sub_recall': 0.36567926455566907, 'eval_sub_f1': 0.30280996278431255, 'eval_interv_acc': 0.644535240040858, 'eval_interv_precision': 0.6025509335131527, 'eval_interv_recall': 0.644535240040858, 'eval_interv_f1': 0.6106668831059445, 'eval_priority_acc': 0.6741573033707865, 'eval_priority_precision': 0.654822858986076, 'eval_priority_recall': 0.6741573033707865, 'eval_priority_f1': 0.5646459850811076, 'eval_runtime': 5.4604, 'eval_samples_per_second': 179.292, 'eval_steps_per_second': 11.355, 'epoch': 1.0}
{'loss': 5.9377, 'grad_norm': 8.810934066772461, 'learning_rate': 1.8188142770719905e-05, 'epoch': 1.09}
{'loss': 5.5252, 'grad_norm': 9.964198112487793, 'learning_rate': 1.7885662431941927e-05, 'epoch': 1.27}
{'loss': 5.3736, 'grad_norm': 13.275341033935547, 'learning_rate': 1.7583182093163946e-05, 'epoch': 1.45}
{'loss': 5.1599, 'grad_norm': 9.389134407043457, 'learning_rate': 1.7280701754385966e-05, 'epoch': 1.63}
{'loss': 5.0246, 'grad_norm': 12.272703170776367, 'learning_rate': 1.6978221415607988e-05, 'epoch': 1.81}
{'loss': 4.8252, 'grad_norm': 11.810256958007812, 'learning_rate': 1.6675741076830007e-05, 'epoch': 2.0}


  0%|          | 0/62 [00:00<?, ?it/s]

  3%|▎         | 2/62 [00:00<00:03, 19.02it/s]

  6%|▋         | 4/62 [00:00<00:04, 13.86it/s]

 10%|▉         | 6/62 [00:00<00:04, 12.72it/s]

 13%|█▎        | 8/62 [00:00<00:04, 12.27it/s]

 16%|█▌        | 10/62 [00:00<00:04, 12.03it/s]

 19%|█▉        | 12/62 [00:00<00:04, 11.88it/s]

 23%|██▎       | 14/62 [00:01<00:04, 11.76it/s]

 26%|██▌       | 16/62 [00:01<00:03, 11.70it/s]

 29%|██▉       | 18/62 [00:01<00:03, 11.66it/s]

 32%|███▏      | 20/62 [00:01<00:03, 11.64it/s]

 35%|███▌      | 22/62 [00:01<00:03, 11.63it/s]

 39%|███▊      | 24/62 [00:02<00:03, 11.61it/s]

 42%|████▏     | 26/62 [00:02<00:03, 11.61it/s]

 45%|████▌     | 28/62 [00:02<00:02, 11.59it/s]

 48%|████▊     | 30/62 [00:02<00:02, 11.60it/s]

 52%|█████▏    | 32/62 [00:02<00:02, 11.61it/s]

 55%|█████▍    | 34/62 [00:02<00:02, 11.61it/s]

 58%|█████▊    | 36/62 [00:03<00:02, 11.60it/s]

 61%|██████▏   | 38/62 [00:03<00:02, 11.60it/s]

 65%|██████▍   | 40/62 [00:03<00:01, 11.59it/s]

 68%|██████▊   | 42/62 [00:03<00:01, 11.58it/s]

 71%|███████   | 44/62 [00:03<00:01, 11.59it/s]

 74%|███████▍  | 46/62 [00:03<00:01, 11.60it/s]

 77%|███████▋  | 48/62 [00:04<00:01, 11.60it/s]

 81%|████████  | 50/62 [00:04<00:01, 11.58it/s]

 84%|████████▍ | 52/62 [00:04<00:00, 11.58it/s]

 87%|████████▋ | 54/62 [00:04<00:00, 11.59it/s]

 90%|█████████ | 56/62 [00:04<00:00,  9.81it/s]

 94%|█████████▎| 58/62 [00:05<00:00,  9.60it/s]

 95%|█████████▌| 59/62 [00:05<00:00,  9.58it/s]

 97%|█████████▋| 60/62 [00:05<00:00,  9.47it/s]

 98%|█████████▊| 61/62 [00:05<00:00,  9.42it/s]
                                                   

                                               

 17%|█▋        | 1102/6612 [05:41<27:28,  3.34it/s]

100%|██████████| 62/62 [00:05<00:00,  9.42it/s]

                                               
 17%|█▋        | 1103/6612 [05:41<3:14:22,  2.12s/it]
 17%|█▋        | 1104/6612 [05:42<2:24:05,  1.57s/it]
 17%|█▋        | 1105/6612 [05:42<1:48:48,  1.19s/it]
 17%|█▋        | 1106/6612 [05:42<1:24:16,  1.09it/s]
 17%|█▋        | 1107/6612 [05:43<1:07:07,  1.37it/s]
 17%|█▋        | 1108/6612 [05:43<55:05,  1.67it/s]  
 17%|█▋        | 1109/6612 [05:43<46:41,  1.96it/s]
 17%|█▋        | 1110/6612 [05:43<40:46,  2.25it/s]
 17%|█▋        | 1111/6612 [05:44<36:40,  2.50it/s]
 17%|█▋        | 1112/6612 [05:44<33:46,  2.71it/s]
 17%|█▋        | 1113/6612 [05:44<31:45,  2.89it/s]
 17%|█▋        | 1114/6612 [05:45<30:18,  3.02it/s]
 17%|█▋        | 1115/6612 [05:45<31:54,  2.87it/s]
 17%|█▋        | 1116/6612 [05:45<31:06,  2.94it/s]
 17%|█▋        | 1117/6612 [05:46<29:53,  3.06it/s]
 17%|█▋        | 1118/6612 [05:46<29:01,  3.15it/s]
 17%|█▋        | 1119/6612 [05:46<28:23,  3.22it/s]
 17%|█▋        | 1120/6612 [05:46<27:58,  3.27it/s]
 17%|█▋        | 1121/6612 [05:47<27:40,  3.31it/s]
 17%|█▋        | 1122/6612 [05:47<27:26,  3.33it/s]
 17%|█▋        | 1123/6612 [05:47<27:18,  3.35it/s]
 17%|█▋        | 1124/6612 [05:48<27:12,  3.36it/s]
 17%|█▋        | 1125/6612 [05:48<27:03,  3.38it/s]
 17%|█▋        | 1126/6612 [05:48<27:02,  3.38it/s]
 17%|█▋        | 1127/6612 [05:49<27:01,  3.38it/s]
 17%|█▋        | 1128/6612 [05:49<27:01,  3.38it/s]
 17%|█▋        | 1129/6612 [05:49<26:58,  3.39it/s]
 17%|█▋        | 1130/6612 [05:49<26:58,  3.39it/s]
 17%|█▋        | 1131/6612 [05:50<26:59,  3.39it/s]
 17%|█▋        | 1132/6612 [05:50<30:38,  2.98it/s]
 17%|█▋        | 1133/6612 [05:50<30:06,  3.03it/s]
 17%|█▋        | 1134/6612 [05:51<29:08,  3.13it/s]
 17%|█▋        | 1135/6612 [05:51<28:29,  3.20it/s]
 17%|█▋        | 1136/6612 [05:51<28:00,  3.26it/s]
 17%|█▋        | 1137/6612 [05:52<27:40,  3.30it/s]
 17%|█▋        | 1138/6612 [05:52<27:26,  3.32it/s]
 17%|█▋        | 1139/6612 [05:52<27:15,  3.35it/s]
 17%|█▋        | 1140/6612 [05:53<27:12,  3.35it/s]
 17%|█▋        | 1141/6612 [05:53<27:08,  3.36it/s]
 17%|█▋        | 1142/6612 [05:53<27:05,  3.37it/s]
 17%|█▋        | 1143/6612 [05:53<26:56,  3.38it/s]
 17%|█▋        | 1144/6612 [05:54<26:52,  3.39it/s]
 17%|█▋        | 1145/6612 [05:54<26:54,  3.39it/s]
 17%|█▋        | 1146/6612 [05:54<26:52,  3.39it/s]
 17%|█▋        | 1147/6612 [05:55<26:52,  3.39it/s]
 17%|█▋        | 1148/6612 [05:55<29:47,  3.06it/s]
 17%|█▋        | 1149/6612 [05:55<30:07,  3.02it/s]
 17%|█▋        | 1150/6612 [05:56<29:08,  3.12it/s]
 17%|█▋        | 1151/6612 [05:56<28:27,  3.20it/s]
 17%|█▋        | 1152/6612 [05:56<27:58,  3.25it/s]
 17%|█▋        | 1153/6612 [05:57<27:40,  3.29it/s]
 17%|█▋        | 1154/6612 [05:57<27:26,  3.32it/s]
 17%|█▋        | 1155/6612 [05:57<27:15,  3.34it/s]
 17%|█▋        | 1156/6612 [05:57<27:06,  3.35it/s]
 17%|█▋        | 1157/6612 [05:58<27:03,  3.36it/s]
 18%|█▊        | 1158/6612 [05:58<26:58,  3.37it/s]
 18%|█▊        | 1159/6612 [05:58<26:53,  3.38it/s]
 18%|█▊        | 1160/6612 [05:59<26:47,  3.39it/s]
 18%|█▊        | 1161/6612 [05:59<26:45,  3.40it/s]
 18%|█▊        | 1162/6612 [05:59<26:45,  3.40it/s]
 18%|█▊        | 1163/6612 [05:59<26:45,  3.39it/s]
 18%|█▊        | 1164/6612 [06:00<27:43,  3.27it/s]
 18%|█▊        | 1165/6612 [06:00<30:05,  3.02it/s]
 18%|█▊        | 1166/6612 [06:01<30:21,  2.99it/s]
 18%|█▊        | 1167/6612 [06:01<29:43,  3.05it/s]
 18%|█▊        | 1168/6612 [06:01<28:52,  3.14it/s]
 18%|█▊        | 1169/6612 [06:01<28:14,  3.21it/s]
 18%|█▊        | 1170/6612 [06:02<27:47,  3.26it/s]
 18%|█▊        | 1171/6612 [06:02<27:28,  3.30it/s]
 18%|█▊        | 1172/6612 [06:02<27:17,  3.32it/s]
 18%|█▊        | 1173/6612 [06:03<27:06,  3.34it/s]
 18%|█▊        | 1174/6612 [06:03<26:59,  3.36it/s]
 18%|█▊        | 1175/6612 [06:03<26:53,  3.37it/s]
 18%|█▊        | 1176/6612 [06:03<26:47,  3.38it/s]
 18%|█▊        | 1177/6612 [06:04<26:50,  3.38it/s]
 18%|█▊        | 1178/6612 [06:04<26:48,  3.38it/s]
 18%|█▊        | 1179/6612 [06:04<26:44,  3.39it/s]
 18%|█▊        | 1180/6612 [06:05<26:44,  3.39it/s]
 18%|█▊        | 1181/6612 [06:05<29:57,  3.02it/s]
 18%|█▊        | 1182/6612 [06:05<30:31,  2.97it/s]
 18%|█▊        | 1183/6612 [06:06<29:19,  3.09it/s]
 18%|█▊        | 1184/6612 [06:06<28:36,  3.16it/s]
 18%|█▊        | 1185/6612 [06:06<28:00,  3.23it/s]
 18%|█▊        | 1186/6612 [06:07<27:34,  3.28it/s]
 18%|█▊        | 1187/6612 [06:07<27:16,  3.31it/s]
 18%|█▊        | 1188/6612 [06:07<27:05,  3.34it/s]
 18%|█▊        | 1189/6612 [06:07<26:57,  3.35it/s]
 18%|█▊        | 1190/6612 [06:08<26:50,  3.37it/s]
 18%|█▊        | 1191/6612 [06:08<26:43,  3.38it/s]
 18%|█▊        | 1192/6612 [06:08<26:42,  3.38it/s]
 18%|█▊        | 1193/6612 [06:09<26:41,  3.38it/s]
 18%|█▊        | 1194/6612 [06:09<26:41,  3.38it/s]
 18%|█▊        | 1195/6612 [06:09<26:39,  3.39it/s]
 18%|█▊        | 1196/6612 [06:10<26:38,  3.39it/s]
 18%|█▊        | 1197/6612 [06:10<30:12,  2.99it/s]
 18%|█▊        | 1198/6612 [06:10<30:19,  2.98it/s]
 18%|█▊        | 1199/6612 [06:11<29:06,  3.10it/s]
 18%|█▊        | 1200/6612 [06:11<28:20,  3.18it/s]
                                                   

 18%|█▊        | 1200/6612 [06:11<28:20,  3.18it/s]
 18%|█▊        | 1201/6612 [06:11<28:19,  3.18it/s]
 18%|█▊        | 1202/6612 [06:12<27:47,  3.24it/s]
 18%|█▊        | 1203/6612 [06:12<27:25,  3.29it/s]
 18%|█▊        | 1204/6612 [06:12<27:12,  3.31it/s]
 18%|█▊        | 1205/6612 [06:12<27:01,  3.33it/s]
 18%|█▊        | 1206/6612 [06:13<26:51,  3.35it/s]
 18%|█▊        | 1207/6612 [06:13<26:44,  3.37it/s]
 18%|█▊        | 1208/6612 [06:13<26:40,  3.38it/s]
 18%|█▊        | 1209/6612 [06:14<26:38,  3.38it/s]
 18%|█▊        | 1210/6612 [06:14<26:36,  3.38it/s]
 18%|█▊        | 1211/6612 [06:14<26:35,  3.38it/s]
 18%|█▊        | 1212/6612 [06:14<26:32,  3.39it/s]
 18%|█▊        | 1213/6612 [06:15<29:33,  3.04it/s]
 18%|█▊        | 1214/6612 [06:15<28:35,  3.15it/s]
 18%|█▊        | 1215/6612 [06:15<27:58,  3.21it/s]
 18%|█▊        | 1216/6612 [06:16<27:33,  3.26it/s]
 18%|█▊        | 1217/6612 [06:16<27:14,  3.30it/s]
 18%|█▊        | 1218/6612 [06:16<26:59,  3.33it/s]
 18%|█▊        | 1219/6612 [06:17<26:47,  3.36it/s]
 18%|█▊        | 1220/6612 [06:17<26:43,  3.36it/s]
 18%|█▊        | 1221/6612 [06:17<26:37,  3.37it/s]
 18%|█▊        | 1222/6612 [06:18<26:37,  3.37it/s]
 18%|█▊        | 1223/6612 [06:18<26:33,  3.38it/s]
 19%|█▊        | 1224/6612 [06:18<26:34,  3.38it/s]
 19%|█▊        | 1225/6612 [06:18<26:38,  3.37it/s]
 19%|█▊        | 1226/6612 [06:19<26:34,  3.38it/s]
 19%|█▊        | 1227/6612 [06:19<26:27,  3.39it/s]
 19%|█▊        | 1228/6612 [06:19<26:26,  3.39it/s]
 19%|█▊        | 1229/6612 [06:20<26:23,  3.40it/s]
 19%|█▊        | 1230/6612 [06:20<29:18,  3.06it/s]
 19%|█▊        | 1231/6612 [06:20<28:26,  3.15it/s]
 19%|█▊        | 1232/6612 [06:21<27:49,  3.22it/s]
 19%|█▊        | 1233/6612 [06:21<27:25,  3.27it/s]
 19%|█▊        | 1234/6612 [06:21<27:07,  3.30it/s]
 19%|█▊        | 1235/6612 [06:21<26:56,  3.33it/s]
 19%|█▊        | 1236/6612 [06:22<26:45,  3.35it/s]
 19%|█▊        | 1237/6612 [06:22<26:39,  3.36it/s]
 19%|█▊        | 1238/6612 [06:22<26:34,  3.37it/s]
 19%|█▊        | 1239/6612 [06:23<26:31,  3.38it/s]
 19%|█▉        | 1240/6612 [06:23<26:26,  3.39it/s]
 19%|█▉        | 1241/6612 [06:23<26:28,  3.38it/s]
 19%|█▉        | 1242/6612 [06:24<26:26,  3.39it/s]
 19%|█▉        | 1243/6612 [06:24<26:24,  3.39it/s]
 19%|█▉        | 1244/6612 [06:24<26:23,  3.39it/s]
 19%|█▉        | 1245/6612 [06:24<26:22,  3.39it/s]
 19%|█▉        | 1246/6612 [06:25<29:09,  3.07it/s]
 19%|█▉        | 1247/6612 [06:25<29:58,  2.98it/s]
 19%|█▉        | 1248/6612 [06:25<28:54,  3.09it/s]
 19%|█▉        | 1249/6612 [06:26<28:08,  3.18it/s]
 19%|█▉        | 1250/6612 [06:26<27:36,  3.24it/s]
 19%|█▉        | 1251/6612 [06:26<27:12,  3.28it/s]
 19%|█▉        | 1252/6612 [06:27<26:54,  3.32it/s]
 19%|█▉        | 1253/6612 [06:27<26:45,  3.34it/s]
 19%|█▉        | 1254/6612 [06:27<26:38,  3.35it/s]
 19%|█▉        | 1255/6612 [06:28<26:31,  3.37it/s]
 19%|█▉        | 1256/6612 [06:28<26:27,  3.37it/s]
 19%|█▉        | 1257/6612 [06:28<26:22,  3.38it/s]
 19%|█▉        | 1258/6612 [06:28<26:22,  3.38it/s]
 19%|█▉        | 1259/6612 [06:29<26:19,  3.39it/s]
 19%|█▉        | 1260/6612 [06:29<26:20,  3.39it/s]
 19%|█▉        | 1261/6612 [06:29<26:17,  3.39it/s]
 19%|█▉        | 1262/6612 [06:30<27:13,  3.28it/s]
 19%|█▉        | 1263/6612 [06:30<29:32,  3.02it/s]
 19%|█▉        | 1264/6612 [06:30<28:34,  3.12it/s]
 19%|█▉        | 1265/6612 [06:31<27:50,  3.20it/s]
 19%|█▉        | 1266/6612 [06:31<27:20,  3.26it/s]
 19%|█▉        | 1267/6612 [06:31<27:00,  3.30it/s]
 19%|█▉        | 1268/6612 [06:31<26:51,  3.32it/s]
 19%|█▉        | 1269/6612 [06:32<26:39,  3.34it/s]
 19%|█▉        | 1270/6612 [06:32<26:32,  3.35it/s]
 19%|█▉        | 1271/6612 [06:32<26:23,  3.37it/s]
 19%|█▉        | 1272/6612 [06:33<26:22,  3.37it/s]
 19%|█▉        | 1273/6612 [06:33<26:21,  3.38it/s]
 19%|█▉        | 1274/6612 [06:33<26:19,  3.38it/s]
 19%|█▉        | 1275/6612 [06:34<26:17,  3.38it/s]
 19%|█▉        | 1276/6612 [06:34<26:15,  3.39it/s]
 19%|█▉        | 1277/6612 [06:34<26:15,  3.39it/s]
 19%|█▉        | 1278/6612 [06:34<26:13,  3.39it/s]
 19%|█▉        | 1279/6612 [06:35<26:12,  3.39it/s]
 19%|█▉        | 1280/6612 [06:35<26:11,  3.39it/s]
 19%|█▉        | 1281/6612 [06:35<26:10,  3.39it/s]
 19%|█▉        | 1282/6612 [06:36<26:09,  3.40it/s]
 19%|█▉        | 1283/6612 [06:36<26:11,  3.39it/s]
 19%|█▉        | 1284/6612 [06:36<26:13,  3.39it/s]
 19%|█▉        | 1285/6612 [06:36<26:09,  3.39it/s]
 19%|█▉        | 1286/6612 [06:37<26:04,  3.40it/s]
 19%|█▉        | 1287/6612 [06:37<26:10,  3.39it/s]
 19%|█▉        | 1288/6612 [06:37<26:10,  3.39it/s]
 19%|█▉        | 1289/6612 [06:38<26:08,  3.39it/s]
 20%|█▉        | 1290/6612 [06:38<26:07,  3.40it/s]
 20%|█▉        | 1291/6612 [06:38<26:08,  3.39it/s]
 20%|█▉        | 1292/6612 [06:39<26:12,  3.38it/s]
 20%|█▉        | 1293/6612 [06:39<26:07,  3.39it/s]
 20%|█▉        | 1294/6612 [06:39<26:07,  3.39it/s]
 20%|█▉        | 1295/6612 [06:39<26:05,  3.40it/s]
 20%|█▉        | 1296/6612 [06:40<26:05,  3.39it/s]
 20%|█▉        | 1297/6612 [06:40<26:06,  3.39it/s]
 20%|█▉        | 1298/6612 [06:40<26:05,  3.39it/s]
 20%|█▉        | 1299/6612 [06:41<26:03,  3.40it/s]
 20%|█▉        | 1300/6612 [06:41<26:02,  3.40it/s]
                                                   

 20%|█▉        | 1300/6612 [06:41<26:02,  3.40it/s]
 20%|█▉        | 1301/6612 [06:41<26:34,  3.33it/s]
 20%|█▉        | 1302/6612 [06:42<26:25,  3.35it/s]
 20%|█▉        | 1303/6612 [06:42<26:24,  3.35it/s]
 20%|█▉        | 1304/6612 [06:42<26:18,  3.36it/s]
 20%|█▉        | 1305/6612 [06:42<26:15,  3.37it/s]
 20%|█▉        | 1306/6612 [06:43<26:08,  3.38it/s]
 20%|█▉        | 1307/6612 [06:43<26:05,  3.39it/s]
 20%|█▉        | 1308/6612 [06:43<26:04,  3.39it/s]
 20%|█▉        | 1309/6612 [06:44<26:08,  3.38it/s]
 20%|█▉        | 1310/6612 [06:44<26:05,  3.39it/s]
 20%|█▉        | 1311/6612 [06:44<26:04,  3.39it/s]
 20%|█▉        | 1312/6612 [06:44<25:57,  3.40it/s]
 20%|█▉        | 1313/6612 [06:45<25:54,  3.41it/s]
 20%|█▉        | 1314/6612 [06:45<25:58,  3.40it/s]
 20%|█▉        | 1315/6612 [06:45<25:58,  3.40it/s]
 20%|█▉        | 1316/6612 [06:46<25:59,  3.40it/s]
 20%|█▉        | 1317/6612 [06:46<25:58,  3.40it/s]
 20%|█▉        | 1318/6612 [06:46<26:00,  3.39it/s]
 20%|█▉        | 1319/6612 [06:47<26:02,  3.39it/s]
 20%|█▉        | 1320/6612 [06:47<26:01,  3.39it/s]
 20%|█▉        | 1321/6612 [06:47<26:00,  3.39it/s]
 20%|█▉        | 1322/6612 [06:47<25:59,  3.39it/s]
 20%|██        | 1323/6612 [06:48<25:58,  3.39it/s]
 20%|██        | 1324/6612 [06:48<25:58,  3.39it/s]
 20%|██        | 1325/6612 [06:48<25:59,  3.39it/s]
 20%|██        | 1326/6612 [06:49<26:00,  3.39it/s]
 20%|██        | 1327/6612 [06:49<26:00,  3.39it/s]
 20%|██        | 1328/6612 [06:49<26:01,  3.38it/s]
 20%|██        | 1329/6612 [06:49<26:01,  3.38it/s]
 20%|██        | 1330/6612 [06:50<25:59,  3.39it/s]
 20%|██        | 1331/6612 [06:50<25:57,  3.39it/s]
 20%|██        | 1332/6612 [06:50<25:56,  3.39it/s]
 20%|██        | 1333/6612 [06:51<25:57,  3.39it/s]
 20%|██        | 1334/6612 [06:51<25:57,  3.39it/s]
 20%|██        | 1335/6612 [06:51<25:55,  3.39it/s]
 20%|██        | 1336/6612 [06:52<25:52,  3.40it/s]
 20%|██        | 1337/6612 [06:52<25:55,  3.39it/s]
 20%|██        | 1338/6612 [06:52<25:55,  3.39it/s]
 20%|██        | 1339/6612 [06:52<25:54,  3.39it/s]
 20%|██        | 1340/6612 [06:53<25:50,  3.40it/s]
 20%|██        | 1341/6612 [06:53<25:49,  3.40it/s]
 20%|██        | 1342/6612 [06:53<25:51,  3.40it/s]
 20%|██        | 1343/6612 [06:54<25:51,  3.40it/s]
 20%|██        | 1344/6612 [06:54<25:52,  3.39it/s]
 20%|██        | 1345/6612 [06:54<25:50,  3.40it/s]
 20%|██        | 1346/6612 [06:54<25:50,  3.40it/s]
 20%|██        | 1347/6612 [06:55<25:53,  3.39it/s]
 20%|██        | 1348/6612 [06:55<25:53,  3.39it/s]
 20%|██        | 1349/6612 [06:55<25:51,  3.39it/s]
 20%|██        | 1350/6612 [06:56<25:49,  3.40it/s]
 20%|██        | 1351/6612 [06:56<25:43,  3.41it/s]
 20%|██        | 1352/6612 [06:56<25:49,  3.40it/s]
 20%|██        | 1353/6612 [06:57<25:48,  3.40it/s]
 20%|██        | 1354/6612 [06:57<25:47,  3.40it/s]
 20%|██        | 1355/6612 [06:57<25:50,  3.39it/s]
 21%|██        | 1356/6612 [06:57<25:50,  3.39it/s]
 21%|██        | 1357/6612 [06:58<25:52,  3.39it/s]
 21%|██        | 1358/6612 [06:58<25:49,  3.39it/s]
 21%|██        | 1359/6612 [06:58<25:49,  3.39it/s]
 21%|██        | 1360/6612 [06:59<25:46,  3.40it/s]
 21%|██        | 1361/6612 [06:59<25:52,  3.38it/s]
 21%|██        | 1362/6612 [06:59<25:50,  3.39it/s]
 21%|██        | 1363/6612 [07:00<25:49,  3.39it/s]
 21%|██        | 1364/6612 [07:00<25:42,  3.40it/s]
 21%|██        | 1365/6612 [07:00<25:43,  3.40it/s]
 21%|██        | 1366/6612 [07:00<25:46,  3.39it/s]
 21%|██        | 1367/6612 [07:01<25:46,  3.39it/s]
 21%|██        | 1368/6612 [07:01<25:42,  3.40it/s]
 21%|██        | 1369/6612 [07:01<25:41,  3.40it/s]
 21%|██        | 1370/6612 [07:02<25:43,  3.40it/s]
 21%|██        | 1371/6612 [07:02<25:44,  3.39it/s]
 21%|██        | 1372/6612 [07:02<25:45,  3.39it/s]
 21%|██        | 1373/6612 [07:02<25:42,  3.40it/s]
 21%|██        | 1374/6612 [07:03<25:42,  3.39it/s]
 21%|██        | 1375/6612 [07:03<25:42,  3.40it/s]
 21%|██        | 1376/6612 [07:03<25:43,  3.39it/s]
 21%|██        | 1377/6612 [07:04<25:40,  3.40it/s]
 21%|██        | 1378/6612 [07:04<25:39,  3.40it/s]
 21%|██        | 1379/6612 [07:04<25:34,  3.41it/s]
 21%|██        | 1380/6612 [07:05<25:36,  3.40it/s]
 21%|██        | 1381/6612 [07:05<25:39,  3.40it/s]
 21%|██        | 1382/6612 [07:05<25:38,  3.40it/s]
 21%|██        | 1383/6612 [07:05<25:40,  3.39it/s]
 21%|██        | 1384/6612 [07:06<25:39,  3.40it/s]
 21%|██        | 1385/6612 [07:06<25:42,  3.39it/s]
 21%|██        | 1386/6612 [07:06<25:39,  3.39it/s]
 21%|██        | 1387/6612 [07:07<25:39,  3.39it/s]
 21%|██        | 1388/6612 [07:07<25:38,  3.40it/s]
 21%|██        | 1389/6612 [07:07<25:35,  3.40it/s]
 21%|██        | 1390/6612 [07:07<25:38,  3.39it/s]
 21%|██        | 1391/6612 [07:08<25:37,  3.39it/s]
 21%|██        | 1392/6612 [07:08<25:38,  3.39it/s]
 21%|██        | 1393/6612 [07:08<25:37,  3.39it/s]
 21%|██        | 1394/6612 [07:09<25:39,  3.39it/s]
 21%|██        | 1395/6612 [07:09<25:43,  3.38it/s]
 21%|██        | 1396/6612 [07:09<25:40,  3.39it/s]
 21%|██        | 1397/6612 [07:10<25:36,  3.39it/s]
 21%|██        | 1398/6612 [07:10<25:35,  3.40it/s]
 21%|██        | 1399/6612 [07:10<25:33,  3.40it/s]
 21%|██        | 1400/6612 [07:10<25:33,  3.40it/s]
                                                   

 21%|██        | 1400/6612 [07:10<25:33,  3.40it/s]
 21%|██        | 1401/6612 [07:11<26:03,  3.33it/s]
 21%|██        | 1402/6612 [07:11<25:52,  3.35it/s]
 21%|██        | 1403/6612 [07:11<25:48,  3.36it/s]
 21%|██        | 1404/6612 [07:12<25:40,  3.38it/s]
 21%|██        | 1405/6612 [07:12<25:39,  3.38it/s]
 21%|██▏       | 1406/6612 [07:12<25:34,  3.39it/s]
 21%|██▏       | 1407/6612 [07:12<25:31,  3.40it/s]
 21%|██▏       | 1408/6612 [07:13<25:32,  3.40it/s]
 21%|██▏       | 1409/6612 [07:13<25:31,  3.40it/s]
 21%|██▏       | 1410/6612 [07:13<25:31,  3.40it/s]
 21%|██▏       | 1411/6612 [07:14<25:33,  3.39it/s]
 21%|██▏       | 1412/6612 [07:14<25:33,  3.39it/s]
 21%|██▏       | 1413/6612 [07:14<25:38,  3.38it/s]
 21%|██▏       | 1414/6612 [07:15<25:32,  3.39it/s]
 21%|██▏       | 1415/6612 [07:15<25:31,  3.39it/s]
 21%|██▏       | 1416/6612 [07:15<25:30,  3.40it/s]
 21%|██▏       | 1417/6612 [07:15<25:29,  3.40it/s]
 21%|██▏       | 1418/6612 [07:16<25:29,  3.40it/s]
 21%|██▏       | 1419/6612 [07:16<25:27,  3.40it/s]
 21%|██▏       | 1420/6612 [07:16<25:27,  3.40it/s]
 21%|██▏       | 1421/6612 [07:17<25:27,  3.40it/s]
 22%|██▏       | 1422/6612 [07:17<25:31,  3.39it/s]
 22%|██▏       | 1423/6612 [07:17<25:30,  3.39it/s]
 22%|██▏       | 1424/6612 [07:17<25:29,  3.39it/s]
 22%|██▏       | 1425/6612 [07:18<25:26,  3.40it/s]
 22%|██▏       | 1426/6612 [07:18<25:24,  3.40it/s]
 22%|██▏       | 1427/6612 [07:18<25:24,  3.40it/s]
 22%|██▏       | 1428/6612 [07:19<25:24,  3.40it/s]
 22%|██▏       | 1429/6612 [07:19<25:26,  3.40it/s]
 22%|██▏       | 1430/6612 [07:19<25:25,  3.40it/s]
 22%|██▏       | 1431/6612 [07:20<25:19,  3.41it/s]
 22%|██▏       | 1432/6612 [07:20<25:22,  3.40it/s]
 22%|██▏       | 1433/6612 [07:20<25:22,  3.40it/s]
 22%|██▏       | 1434/6612 [07:20<25:22,  3.40it/s]
 22%|██▏       | 1435/6612 [07:21<25:23,  3.40it/s]
 22%|██▏       | 1436/6612 [07:21<25:21,  3.40it/s]
 22%|██▏       | 1437/6612 [07:21<25:23,  3.40it/s]
 22%|██▏       | 1438/6612 [07:22<25:27,  3.39it/s]
 22%|██▏       | 1439/6612 [07:22<25:27,  3.39it/s]
 22%|██▏       | 1440/6612 [07:22<25:26,  3.39it/s]
 22%|██▏       | 1441/6612 [07:22<25:27,  3.38it/s]
 22%|██▏       | 1442/6612 [07:23<25:27,  3.39it/s]
 22%|██▏       | 1443/6612 [07:23<25:24,  3.39it/s]
 22%|██▏       | 1444/6612 [07:23<25:19,  3.40it/s]
 22%|██▏       | 1445/6612 [07:24<25:20,  3.40it/s]
 22%|██▏       | 1446/6612 [07:24<25:16,  3.41it/s]
 22%|██▏       | 1447/6612 [07:24<25:18,  3.40it/s]
 22%|██▏       | 1448/6612 [07:25<25:21,  3.39it/s]
 22%|██▏       | 1449/6612 [07:25<25:20,  3.40it/s]
 22%|██▏       | 1450/6612 [07:25<25:19,  3.40it/s]
 22%|██▏       | 1451/6612 [07:25<25:19,  3.40it/s]
 22%|██▏       | 1452/6612 [07:26<25:18,  3.40it/s]
 22%|██▏       | 1453/6612 [07:26<25:18,  3.40it/s]
 22%|██▏       | 1454/6612 [07:26<25:17,  3.40it/s]
 22%|██▏       | 1455/6612 [07:27<25:17,  3.40it/s]
 22%|██▏       | 1456/6612 [07:27<25:22,  3.39it/s]
 22%|██▏       | 1457/6612 [07:27<25:19,  3.39it/s]
 22%|██▏       | 1458/6612 [07:27<25:19,  3.39it/s]
 22%|██▏       | 1459/6612 [07:28<25:14,  3.40it/s]
 22%|██▏       | 1460/6612 [07:28<25:15,  3.40it/s]
 22%|██▏       | 1461/6612 [07:28<25:19,  3.39it/s]
 22%|██▏       | 1462/6612 [07:29<25:19,  3.39it/s]
 22%|██▏       | 1463/6612 [07:29<25:18,  3.39it/s]
 22%|██▏       | 1464/6612 [07:29<25:17,  3.39it/s]
 22%|██▏       | 1465/6612 [07:30<25:17,  3.39it/s]
 22%|██▏       | 1466/6612 [07:30<25:16,  3.39it/s]
 22%|██▏       | 1467/6612 [07:30<25:15,  3.39it/s]
 22%|██▏       | 1468/6612 [07:30<25:16,  3.39it/s]
 22%|██▏       | 1469/6612 [07:31<25:14,  3.39it/s]
 22%|██▏       | 1470/6612 [07:31<25:14,  3.39it/s]
 22%|██▏       | 1471/6612 [07:31<25:14,  3.39it/s]
 22%|██▏       | 1472/6612 [07:32<25:15,  3.39it/s]
 22%|██▏       | 1473/6612 [07:32<25:13,  3.39it/s]
 22%|██▏       | 1474/6612 [07:32<25:14,  3.39it/s]
 22%|██▏       | 1475/6612 [07:33<25:16,  3.39it/s]
 22%|██▏       | 1476/6612 [07:33<25:16,  3.39it/s]
 22%|██▏       | 1477/6612 [07:33<25:13,  3.39it/s]
 22%|██▏       | 1478/6612 [07:33<25:14,  3.39it/s]
 22%|██▏       | 1479/6612 [07:34<25:16,  3.39it/s]
 22%|██▏       | 1480/6612 [07:34<25:15,  3.39it/s]
 22%|██▏       | 1481/6612 [07:34<25:12,  3.39it/s]
 22%|██▏       | 1482/6612 [07:35<25:11,  3.39it/s]
 22%|██▏       | 1483/6612 [07:35<25:09,  3.40it/s]
 22%|██▏       | 1484/6612 [07:35<25:08,  3.40it/s]
 22%|██▏       | 1485/6612 [07:35<25:08,  3.40it/s]
 22%|██▏       | 1486/6612 [07:36<25:08,  3.40it/s]
 22%|██▏       | 1487/6612 [07:36<25:04,  3.41it/s]
 23%|██▎       | 1488/6612 [07:36<25:05,  3.40it/s]
 23%|██▎       | 1489/6612 [07:37<25:07,  3.40it/s]
 23%|██▎       | 1490/6612 [07:37<25:07,  3.40it/s]
 23%|██▎       | 1491/6612 [07:37<25:09,  3.39it/s]
 23%|██▎       | 1492/6612 [07:38<25:09,  3.39it/s]
 23%|██▎       | 1493/6612 [07:38<25:08,  3.39it/s]
 23%|██▎       | 1494/6612 [07:38<25:11,  3.39it/s]
 23%|██▎       | 1495/6612 [07:38<25:10,  3.39it/s]
 23%|██▎       | 1496/6612 [07:39<25:09,  3.39it/s]
 23%|██▎       | 1497/6612 [07:39<25:06,  3.39it/s]
 23%|██▎       | 1498/6612 [07:39<25:06,  3.39it/s]
 23%|██▎       | 1499/6612 [07:40<25:11,  3.38it/s]
 23%|██▎       | 1500/6612 [07:40<25:08,  3.39it/s]
                                                   

 23%|██▎       | 1500/6612 [07:40<25:08,  3.39it/s]
 23%|██▎       | 1501/6612 [07:40<25:33,  3.33it/s]
 23%|██▎       | 1502/6612 [07:40<25:28,  3.34it/s]
 23%|██▎       | 1503/6612 [07:41<25:21,  3.36it/s]
 23%|██▎       | 1504/6612 [07:41<25:16,  3.37it/s]
 23%|██▎       | 1505/6612 [07:41<25:13,  3.37it/s]
 23%|██▎       | 1506/6612 [07:42<25:13,  3.37it/s]
 23%|██▎       | 1507/6612 [07:42<25:11,  3.38it/s]
 23%|██▎       | 1508/6612 [07:42<25:08,  3.38it/s]
 23%|██▎       | 1509/6612 [07:43<25:04,  3.39it/s]
 23%|██▎       | 1510/6612 [07:43<25:03,  3.39it/s]
 23%|██▎       | 1511/6612 [07:43<25:02,  3.39it/s]
 23%|██▎       | 1512/6612 [07:43<25:02,  3.39it/s]
 23%|██▎       | 1513/6612 [07:44<25:01,  3.40it/s]
 23%|██▎       | 1514/6612 [07:44<25:02,  3.39it/s]
 23%|██▎       | 1515/6612 [07:44<25:00,  3.40it/s]
 23%|██▎       | 1516/6612 [07:45<25:00,  3.40it/s]
 23%|██▎       | 1517/6612 [07:45<24:59,  3.40it/s]
 23%|██▎       | 1518/6612 [07:45<25:00,  3.39it/s]
 23%|██▎       | 1519/6612 [07:45<25:00,  3.39it/s]
 23%|██▎       | 1520/6612 [07:46<24:56,  3.40it/s]
 23%|██▎       | 1521/6612 [07:46<24:59,  3.40it/s]
 23%|██▎       | 1522/6612 [07:46<24:59,  3.40it/s]
 23%|██▎       | 1523/6612 [07:47<24:58,  3.40it/s]
 23%|██▎       | 1524/6612 [07:47<24:57,  3.40it/s]
 23%|██▎       | 1525/6612 [07:47<24:59,  3.39it/s]
 23%|██▎       | 1526/6612 [07:48<24:56,  3.40it/s]
 23%|██▎       | 1527/6612 [07:48<24:56,  3.40it/s]
 23%|██▎       | 1528/6612 [07:48<24:54,  3.40it/s]
 23%|██▎       | 1529/6612 [07:48<24:53,  3.40it/s]
 23%|██▎       | 1530/6612 [07:49<24:54,  3.40it/s]
 23%|██▎       | 1531/6612 [07:49<24:55,  3.40it/s]
 23%|██▎       | 1532/6612 [07:49<24:56,  3.40it/s]
 23%|██▎       | 1533/6612 [07:50<24:53,  3.40it/s]
 23%|██▎       | 1534/6612 [07:50<24:55,  3.40it/s]
 23%|██▎       | 1535/6612 [07:50<24:54,  3.40it/s]
 23%|██▎       | 1536/6612 [07:50<24:54,  3.40it/s]
 23%|██▎       | 1537/6612 [07:51<24:53,  3.40it/s]
 23%|██▎       | 1538/6612 [07:51<24:52,  3.40it/s]
 23%|██▎       | 1539/6612 [07:51<24:54,  3.39it/s]
 23%|██▎       | 1540/6612 [07:52<24:52,  3.40it/s]
 23%|██▎       | 1541/6612 [07:52<24:52,  3.40it/s]
 23%|██▎       | 1542/6612 [07:52<24:51,  3.40it/s]
 23%|██▎       | 1543/6612 [07:53<24:47,  3.41it/s]
 23%|██▎       | 1544/6612 [07:53<24:49,  3.40it/s]
 23%|██▎       | 1545/6612 [07:53<24:53,  3.39it/s]
 23%|██▎       | 1546/6612 [07:53<24:52,  3.40it/s]
 23%|██▎       | 1547/6612 [07:54<24:53,  3.39it/s]
 23%|██▎       | 1548/6612 [07:54<24:51,  3.39it/s]
 23%|██▎       | 1549/6612 [07:54<24:50,  3.40it/s]
 23%|██▎       | 1550/6612 [07:55<24:53,  3.39it/s]
 23%|██▎       | 1551/6612 [07:55<24:57,  3.38it/s]
 23%|██▎       | 1552/6612 [07:55<24:53,  3.39it/s]
 23%|██▎       | 1553/6612 [07:56<24:51,  3.39it/s]
 24%|██▎       | 1554/6612 [07:56<24:54,  3.38it/s]
 24%|██▎       | 1555/6612 [07:56<24:54,  3.38it/s]
 24%|██▎       | 1556/6612 [07:56<24:52,  3.39it/s]
 24%|██▎       | 1557/6612 [07:57<24:51,  3.39it/s]
 24%|██▎       | 1558/6612 [07:57<24:50,  3.39it/s]
 24%|██▎       | 1559/6612 [07:57<24:50,  3.39it/s]
 24%|██▎       | 1560/6612 [07:58<24:49,  3.39it/s]
 24%|██▎       | 1561/6612 [07:58<24:49,  3.39it/s]
 24%|██▎       | 1562/6612 [07:58<24:48,  3.39it/s]
 24%|██▎       | 1563/6612 [07:58<24:49,  3.39it/s]
 24%|██▎       | 1564/6612 [07:59<24:50,  3.39it/s]
 24%|██▎       | 1565/6612 [07:59<24:53,  3.38it/s]
 24%|██▎       | 1566/6612 [07:59<24:50,  3.39it/s]
 24%|██▎       | 1567/6612 [08:00<25:49,  3.26it/s]
 24%|██▎       | 1568/6612 [08:00<28:06,  2.99it/s]
 24%|██▎       | 1569/6612 [08:00<27:44,  3.03it/s]
 24%|██▎       | 1570/6612 [08:01<26:49,  3.13it/s]
 24%|██▍       | 1571/6612 [08:01<26:16,  3.20it/s]
 24%|██▍       | 1572/6612 [08:01<25:49,  3.25it/s]
 24%|██▍       | 1573/6612 [08:02<25:30,  3.29it/s]
 24%|██▍       | 1574/6612 [08:02<25:15,  3.33it/s]
 24%|██▍       | 1575/6612 [08:02<25:07,  3.34it/s]
 24%|██▍       | 1576/6612 [08:02<25:02,  3.35it/s]
 24%|██▍       | 1577/6612 [08:03<24:53,  3.37it/s]
 24%|██▍       | 1578/6612 [08:03<24:49,  3.38it/s]
 24%|██▍       | 1579/6612 [08:03<24:48,  3.38it/s]
 24%|██▍       | 1580/6612 [08:04<24:46,  3.39it/s]
 24%|██▍       | 1581/6612 [08:04<24:45,  3.39it/s]
 24%|██▍       | 1582/6612 [08:04<24:43,  3.39it/s]
 24%|██▍       | 1583/6612 [08:05<24:42,  3.39it/s]
 24%|██▍       | 1584/6612 [08:05<27:52,  3.01it/s]
 24%|██▍       | 1585/6612 [08:05<28:12,  2.97it/s]
 24%|██▍       | 1586/6612 [08:06<27:07,  3.09it/s]
 24%|██▍       | 1587/6612 [08:06<26:25,  3.17it/s]
 24%|██▍       | 1588/6612 [08:06<25:55,  3.23it/s]
 24%|██▍       | 1589/6612 [08:06<25:33,  3.28it/s]
 24%|██▍       | 1590/6612 [08:07<25:17,  3.31it/s]
 24%|██▍       | 1591/6612 [08:07<25:03,  3.34it/s]
 24%|██▍       | 1592/6612 [08:07<24:59,  3.35it/s]
 24%|██▍       | 1593/6612 [08:08<24:55,  3.36it/s]
 24%|██▍       | 1594/6612 [08:08<24:49,  3.37it/s]
 24%|██▍       | 1595/6612 [08:08<24:46,  3.38it/s]
 24%|██▍       | 1596/6612 [08:09<24:47,  3.37it/s]
 24%|██▍       | 1597/6612 [08:09<24:45,  3.38it/s]
 24%|██▍       | 1598/6612 [08:09<24:41,  3.38it/s]
 24%|██▍       | 1599/6612 [08:09<24:38,  3.39it/s]
 24%|██▍       | 1600/6612 [08:10<24:37,  3.39it/s]
                                                   

 24%|██▍       | 1600/6612 [08:10<24:37,  3.39it/s]
 24%|██▍       | 1601/6612 [08:10<25:03,  3.33it/s]
 24%|██▍       | 1602/6612 [08:10<24:55,  3.35it/s]
 24%|██▍       | 1603/6612 [08:11<24:49,  3.36it/s]
 24%|██▍       | 1604/6612 [08:11<24:46,  3.37it/s]
 24%|██▍       | 1605/6612 [08:11<24:47,  3.37it/s]
 24%|██▍       | 1606/6612 [08:12<24:41,  3.38it/s]
 24%|██▍       | 1607/6612 [08:12<24:37,  3.39it/s]
 24%|██▍       | 1608/6612 [08:12<24:35,  3.39it/s]
 24%|██▍       | 1609/6612 [08:12<24:34,  3.39it/s]
 24%|██▍       | 1610/6612 [08:13<24:35,  3.39it/s]
 24%|██▍       | 1611/6612 [08:13<24:34,  3.39it/s]
 24%|██▍       | 1612/6612 [08:13<24:33,  3.39it/s]
 24%|██▍       | 1613/6612 [08:14<24:32,  3.40it/s]
 24%|██▍       | 1614/6612 [08:14<24:33,  3.39it/s]
 24%|██▍       | 1615/6612 [08:14<24:39,  3.38it/s]
 24%|██▍       | 1616/6612 [08:14<24:34,  3.39it/s]
 24%|██▍       | 1617/6612 [08:15<24:33,  3.39it/s]
 24%|██▍       | 1618/6612 [08:15<24:30,  3.40it/s]
 24%|██▍       | 1619/6612 [08:15<24:31,  3.39it/s]
 25%|██▍       | 1620/6612 [08:16<24:31,  3.39it/s]
 25%|██▍       | 1621/6612 [08:16<24:29,  3.40it/s]
 25%|██▍       | 1622/6612 [08:16<24:27,  3.40it/s]
 25%|██▍       | 1623/6612 [08:17<24:28,  3.40it/s]
 25%|██▍       | 1624/6612 [08:17<24:28,  3.40it/s]
 25%|██▍       | 1625/6612 [08:17<24:26,  3.40it/s]
 25%|██▍       | 1626/6612 [08:17<24:26,  3.40it/s]
 25%|██▍       | 1627/6612 [08:18<24:26,  3.40it/s]
 25%|██▍       | 1628/6612 [08:18<24:27,  3.40it/s]
 25%|██▍       | 1629/6612 [08:18<24:25,  3.40it/s]
 25%|██▍       | 1630/6612 [08:19<24:25,  3.40it/s]
 25%|██▍       | 1631/6612 [08:19<24:25,  3.40it/s]
 25%|██▍       | 1632/6612 [08:19<24:25,  3.40it/s]
 25%|██▍       | 1633/6612 [08:19<24:25,  3.40it/s]
 25%|██▍       | 1634/6612 [08:20<24:25,  3.40it/s]
 25%|██▍       | 1635/6612 [08:20<24:24,  3.40it/s]
 25%|██▍       | 1636/6612 [08:20<24:22,  3.40it/s]
 25%|██▍       | 1637/6612 [08:21<24:18,  3.41it/s]
 25%|██▍       | 1638/6612 [08:21<24:20,  3.40it/s]
 25%|██▍       | 1639/6612 [08:21<24:24,  3.40it/s]
 25%|██▍       | 1640/6612 [08:22<24:22,  3.40it/s]
 25%|██▍       | 1641/6612 [08:22<24:24,  3.40it/s]
 25%|██▍       | 1642/6612 [08:22<24:22,  3.40it/s]
 25%|██▍       | 1643/6612 [08:22<24:24,  3.39it/s]
 25%|██▍       | 1644/6612 [08:23<24:22,  3.40it/s]
 25%|██▍       | 1645/6612 [08:23<24:23,  3.39it/s]
 25%|██▍       | 1646/6612 [08:23<24:20,  3.40it/s]
 25%|██▍       | 1647/6612 [08:24<24:18,  3.40it/s]
 25%|██▍       | 1648/6612 [08:24<24:19,  3.40it/s]
 25%|██▍       | 1649/6612 [08:24<24:18,  3.40it/s]
 25%|██▍       | 1650/6612 [08:24<24:20,  3.40it/s]
 25%|██▍       | 1651/6612 [08:25<24:18,  3.40it/s]
 25%|██▍       | 1652/6612 [08:25<24:22,  3.39it/s]
 25%|██▌       | 1653/6612 [08:25<21:49,  3.79it/s]{'eval_avg_acc': 0.6187436159346272, 'eval_avg_precision': 0.5600204687836633, 'eval_avg_recall': 0.6187436159346272, 'eval_avg_f1': 0.5598622647381117, 'eval_main_acc': 0.6731358529111338, 'eval_main_precision': 0.6631412028902415, 'eval_main_recall': 0.6731358529111338, 'eval_main_f1': 0.6489500383161231, 'eval_sub_acc': 0.4851889683350358, 'eval_sub_precision': 0.4459132472832956, 'eval_sub_recall': 0.4851889683350358, 'eval_sub_f1': 0.44352377075183574, 'eval_interv_acc': 0.6486210418794689, 'eval_interv_precision': 0.6078799523754415, 'eval_interv_recall': 0.6486210418794689, 'eval_interv_f1': 0.6061689950395083, 'eval_priority_acc': 0.6680286006128703, 'eval_priority_precision': 0.5231474725856747, 'eval_priority_recall': 0.6680286006128703, 'eval_priority_f1': 0.5408062548449795, 'eval_runtime': 5.5711, 'eval_samples_per_second': 175.73, 'eval_steps_per_second': 11.129, 'epoch': 2.0}
{'loss': 4.5061, 'grad_norm': 9.010024070739746, 'learning_rate': 1.6373260738052027e-05, 'epoch': 2.18}
{'loss': 4.4992, 'grad_norm': 14.902027130126953, 'learning_rate': 1.607078039927405e-05, 'epoch': 2.36}
{'loss': 4.3565, 'grad_norm': 10.228594779968262, 'learning_rate': 1.576830006049607e-05, 'epoch': 2.54}
{'loss': 4.2863, 'grad_norm': 20.730857849121094, 'learning_rate': 1.546581972171809e-05, 'epoch': 2.72}
{'loss': 4.2089, 'grad_norm': 12.501510620117188, 'learning_rate': 1.516333938294011e-05, 'epoch': 2.9}


  0%|          | 0/62 [00:00<?, ?it/s]

  5%|▍         | 3/62 [00:00<00:03, 17.50it/s]

  8%|▊         | 5/62 [00:00<00:04, 14.04it/s]

 11%|█▏        | 7/62 [00:00<00:04, 12.94it/s]

 15%|█▍        | 9/62 [00:00<00:04, 12.42it/s]

 18%|█▊        | 11/62 [00:00<00:04, 12.12it/s]

 21%|██        | 13/62 [00:01<00:04, 11.95it/s]

 24%|██▍       | 15/62 [00:01<00:03, 11.86it/s]

 27%|██▋       | 17/62 [00:01<00:03, 11.77it/s]

 31%|███       | 19/62 [00:01<00:03, 11.70it/s]

 34%|███▍      | 21/62 [00:01<00:03, 11.66it/s]

 37%|███▋      | 23/62 [00:01<00:03, 11.64it/s]

 40%|████      | 25/62 [00:02<00:03, 11.63it/s]

 44%|████▎     | 27/62 [00:02<00:03, 11.63it/s]

 47%|████▋     | 29/62 [00:02<00:02, 11.62it/s]

 50%|█████     | 31/62 [00:02<00:02, 11.62it/s]

 53%|█████▎    | 33/62 [00:02<00:02, 11.59it/s]

 56%|█████▋    | 35/62 [00:02<00:02, 11.59it/s]

 60%|█████▉    | 37/62 [00:03<00:02, 11.60it/s]

 63%|██████▎   | 39/62 [00:03<00:01, 11.60it/s]

 66%|██████▌   | 41/62 [00:03<00:01, 11.60it/s]

 69%|██████▉   | 43/62 [00:03<00:01, 11.59it/s]

 73%|███████▎  | 45/62 [00:03<00:01, 11.59it/s]

 76%|███████▌  | 47/62 [00:03<00:01, 11.59it/s]

 79%|███████▉  | 49/62 [00:04<00:01, 11.59it/s]

 82%|████████▏ | 51/62 [00:04<00:00, 11.59it/s]

 85%|████████▌ | 53/62 [00:04<00:00, 11.59it/s]

 89%|████████▊ | 55/62 [00:04<00:00, 11.59it/s]

 92%|█████████▏| 57/62 [00:04<00:00, 11.58it/s]

 95%|█████████▌| 59/62 [00:05<00:00, 11.59it/s]

 98%|█████████▊| 61/62 [00:05<00:00, 11.59it/s]
                                                   

                                               

 25%|██▌       | 1653/6612 [08:31<21:49,  3.79it/s]

100%|██████████| 62/62 [00:05<00:00, 11.59it/s]

                                               
 25%|██▌       | 1654/6612 [08:31<2:46:14,  2.01s/it]
 25%|██▌       | 1655/6612 [08:32<2:03:37,  1.50s/it]
 25%|██▌       | 1656/6612 [08:32<1:33:50,  1.14s/it]
 25%|██▌       | 1657/6612 [08:32<1:12:59,  1.13it/s]
 25%|██▌       | 1658/6612 [08:33<58:23,  1.41it/s]  
 25%|██▌       | 1659/6612 [08:33<48:08,  1.71it/s]
 25%|██▌       | 1660/6612 [08:33<41:00,  2.01it/s]
 25%|██▌       | 1661/6612 [08:33<35:58,  2.29it/s]
 25%|██▌       | 1662/6612 [08:34<32:29,  2.54it/s]
 25%|██▌       | 1663/6612 [08:34<30:00,  2.75it/s]
 25%|██▌       | 1664/6612 [08:34<28:17,  2.91it/s]
 25%|██▌       | 1665/6612 [08:35<27:04,  3.05it/s]
 25%|██▌       | 1666/6612 [08:35<26:14,  3.14it/s]
 25%|██▌       | 1667/6612 [08:35<25:38,  3.21it/s]
 25%|██▌       | 1668/6612 [08:35<25:12,  3.27it/s]
 25%|██▌       | 1669/6612 [08:36<24:54,  3.31it/s]
 25%|██▌       | 1670/6612 [08:36<24:42,  3.33it/s]
 25%|██▌       | 1671/6612 [08:36<24:34,  3.35it/s]
 25%|██▌       | 1672/6612 [08:37<24:27,  3.37it/s]
 25%|██▌       | 1673/6612 [08:37<24:23,  3.38it/s]
 25%|██▌       | 1674/6612 [08:37<24:20,  3.38it/s]
 25%|██▌       | 1675/6612 [08:38<24:18,  3.39it/s]
 25%|██▌       | 1676/6612 [08:38<24:16,  3.39it/s]
 25%|██▌       | 1677/6612 [08:38<24:16,  3.39it/s]
 25%|██▌       | 1678/6612 [08:38<24:10,  3.40it/s]
 25%|██▌       | 1679/6612 [08:39<24:09,  3.40it/s]
 25%|██▌       | 1680/6612 [08:39<24:14,  3.39it/s]
 25%|██▌       | 1681/6612 [08:39<24:13,  3.39it/s]
 25%|██▌       | 1682/6612 [08:40<24:12,  3.39it/s]
 25%|██▌       | 1683/6612 [08:40<24:11,  3.40it/s]
 25%|██▌       | 1684/6612 [08:40<24:11,  3.39it/s]
 25%|██▌       | 1685/6612 [08:40<24:10,  3.40it/s]
 25%|██▌       | 1686/6612 [08:41<24:11,  3.39it/s]
 26%|██▌       | 1687/6612 [08:41<24:09,  3.40it/s]
 26%|██▌       | 1688/6612 [08:41<24:09,  3.40it/s]
 26%|██▌       | 1689/6612 [08:42<24:08,  3.40it/s]
 26%|██▌       | 1690/6612 [08:42<24:07,  3.40it/s]
 26%|██▌       | 1691/6612 [08:42<24:08,  3.40it/s]
 26%|██▌       | 1692/6612 [08:43<24:06,  3.40it/s]
 26%|██▌       | 1693/6612 [08:43<24:03,  3.41it/s]
 26%|██▌       | 1694/6612 [08:43<24:06,  3.40it/s]
 26%|██▌       | 1695/6612 [08:43<24:13,  3.38it/s]
 26%|██▌       | 1696/6612 [08:44<24:10,  3.39it/s]
 26%|██▌       | 1697/6612 [08:44<24:11,  3.39it/s]
 26%|██▌       | 1698/6612 [08:44<24:07,  3.40it/s]
 26%|██▌       | 1699/6612 [08:45<24:07,  3.39it/s]
 26%|██▌       | 1700/6612 [08:45<24:06,  3.40it/s]
                                                   

 26%|██▌       | 1700/6612 [08:45<24:06,  3.40it/s]
 26%|██▌       | 1701/6612 [08:45<24:33,  3.33it/s]
 26%|██▌       | 1702/6612 [08:45<24:25,  3.35it/s]
 26%|██▌       | 1703/6612 [08:46<24:22,  3.36it/s]
 26%|██▌       | 1704/6612 [08:46<24:16,  3.37it/s]
 26%|██▌       | 1705/6612 [08:46<24:12,  3.38it/s]
 26%|██▌       | 1706/6612 [08:47<24:03,  3.40it/s]
 26%|██▌       | 1707/6612 [08:47<24:04,  3.39it/s]
 26%|██▌       | 1708/6612 [08:47<24:05,  3.39it/s]
 26%|██▌       | 1709/6612 [08:48<24:05,  3.39it/s]
 26%|██▌       | 1710/6612 [08:48<24:06,  3.39it/s]
 26%|██▌       | 1711/6612 [08:48<24:04,  3.39it/s]
 26%|██▌       | 1712/6612 [08:48<24:05,  3.39it/s]
 26%|██▌       | 1713/6612 [08:49<24:04,  3.39it/s]
 26%|██▌       | 1714/6612 [08:49<24:04,  3.39it/s]
 26%|██▌       | 1715/6612 [08:49<24:01,  3.40it/s]
 26%|██▌       | 1716/6612 [08:50<24:00,  3.40it/s]
 26%|██▌       | 1717/6612 [08:50<24:00,  3.40it/s]
 26%|██▌       | 1718/6612 [08:50<23:59,  3.40it/s]
 26%|██▌       | 1719/6612 [08:50<24:01,  3.39it/s]
 26%|██▌       | 1720/6612 [08:51<24:00,  3.40it/s]
 26%|██▌       | 1721/6612 [08:51<24:01,  3.39it/s]
 26%|██▌       | 1722/6612 [08:51<24:02,  3.39it/s]
 26%|██▌       | 1723/6612 [08:52<24:02,  3.39it/s]
 26%|██▌       | 1724/6612 [08:52<24:00,  3.39it/s]
 26%|██▌       | 1725/6612 [08:52<24:01,  3.39it/s]
 26%|██▌       | 1726/6612 [08:53<23:59,  3.39it/s]
 26%|██▌       | 1727/6612 [08:53<24:00,  3.39it/s]
 26%|██▌       | 1728/6612 [08:53<23:58,  3.40it/s]
 26%|██▌       | 1729/6612 [08:53<23:59,  3.39it/s]
 26%|██▌       | 1730/6612 [08:54<23:57,  3.40it/s]
 26%|██▌       | 1731/6612 [08:54<23:58,  3.39it/s]
 26%|██▌       | 1732/6612 [08:54<24:00,  3.39it/s]
 26%|██▌       | 1733/6612 [08:55<23:59,  3.39it/s]
 26%|██▌       | 1734/6612 [08:55<23:54,  3.40it/s]
 26%|██▌       | 1735/6612 [08:55<23:52,  3.40it/s]
 26%|██▋       | 1736/6612 [08:55<23:57,  3.39it/s]
 26%|██▋       | 1737/6612 [08:56<24:00,  3.38it/s]
 26%|██▋       | 1738/6612 [08:56<23:58,  3.39it/s]
 26%|██▋       | 1739/6612 [08:56<23:58,  3.39it/s]
 26%|██▋       | 1740/6612 [08:57<24:00,  3.38it/s]
 26%|██▋       | 1741/6612 [08:57<23:59,  3.38it/s]
 26%|██▋       | 1742/6612 [08:57<23:57,  3.39it/s]
 26%|██▋       | 1743/6612 [08:58<23:55,  3.39it/s]
 26%|██▋       | 1744/6612 [08:58<23:54,  3.39it/s]
 26%|██▋       | 1745/6612 [08:58<23:52,  3.40it/s]
 26%|██▋       | 1746/6612 [08:58<23:54,  3.39it/s]
 26%|██▋       | 1747/6612 [08:59<23:53,  3.39it/s]
 26%|██▋       | 1748/6612 [08:59<23:52,  3.40it/s]
 26%|██▋       | 1749/6612 [08:59<23:49,  3.40it/s]
 26%|██▋       | 1750/6612 [09:00<23:50,  3.40it/s]
 26%|██▋       | 1751/6612 [09:00<23:50,  3.40it/s]
 26%|██▋       | 1752/6612 [09:00<23:51,  3.40it/s]
 27%|██▋       | 1753/6612 [09:01<23:51,  3.40it/s]
 27%|██▋       | 1754/6612 [09:01<23:51,  3.39it/s]
 27%|██▋       | 1755/6612 [09:01<23:52,  3.39it/s]
 27%|██▋       | 1756/6612 [09:01<23:53,  3.39it/s]
 27%|██▋       | 1757/6612 [09:02<23:51,  3.39it/s]
 27%|██▋       | 1758/6612 [09:02<23:51,  3.39it/s]
 27%|██▋       | 1759/6612 [09:02<23:52,  3.39it/s]
 27%|██▋       | 1760/6612 [09:03<23:51,  3.39it/s]
 27%|██▋       | 1761/6612 [09:03<23:49,  3.39it/s]
 27%|██▋       | 1762/6612 [09:03<23:45,  3.40it/s]
 27%|██▋       | 1763/6612 [09:03<23:47,  3.40it/s]
 27%|██▋       | 1764/6612 [09:04<23:49,  3.39it/s]
 27%|██▋       | 1765/6612 [09:04<23:48,  3.39it/s]
 27%|██▋       | 1766/6612 [09:04<23:47,  3.39it/s]
 27%|██▋       | 1767/6612 [09:05<23:47,  3.39it/s]
 27%|██▋       | 1768/6612 [09:05<23:47,  3.39it/s]
 27%|██▋       | 1769/6612 [09:05<23:49,  3.39it/s]
 27%|██▋       | 1770/6612 [09:06<23:49,  3.39it/s]
 27%|██▋       | 1771/6612 [09:06<23:47,  3.39it/s]
 27%|██▋       | 1772/6612 [09:06<23:46,  3.39it/s]
 27%|██▋       | 1773/6612 [09:06<23:47,  3.39it/s]
 27%|██▋       | 1774/6612 [09:07<23:45,  3.39it/s]
 27%|██▋       | 1775/6612 [09:07<23:44,  3.39it/s]
 27%|██▋       | 1776/6612 [09:07<23:43,  3.40it/s]
 27%|██▋       | 1777/6612 [09:08<23:40,  3.40it/s]
 27%|██▋       | 1778/6612 [09:08<23:43,  3.40it/s]
 27%|██▋       | 1779/6612 [09:08<23:43,  3.39it/s]
 27%|██▋       | 1780/6612 [09:08<23:43,  3.40it/s]
 27%|██▋       | 1781/6612 [09:09<23:44,  3.39it/s]
 27%|██▋       | 1782/6612 [09:09<23:41,  3.40it/s]
 27%|██▋       | 1783/6612 [09:09<23:40,  3.40it/s]
 27%|██▋       | 1784/6612 [09:10<23:41,  3.40it/s]
 27%|██▋       | 1785/6612 [09:10<23:42,  3.39it/s]
 27%|██▋       | 1786/6612 [09:10<23:40,  3.40it/s]
 27%|██▋       | 1787/6612 [09:11<23:39,  3.40it/s]
 27%|██▋       | 1788/6612 [09:11<23:39,  3.40it/s]
 27%|██▋       | 1789/6612 [09:11<23:38,  3.40it/s]
 27%|██▋       | 1790/6612 [09:11<23:39,  3.40it/s]
 27%|██▋       | 1791/6612 [09:12<23:39,  3.40it/s]
 27%|██▋       | 1792/6612 [09:12<23:40,  3.39it/s]
 27%|██▋       | 1793/6612 [09:12<23:42,  3.39it/s]
 27%|██▋       | 1794/6612 [09:13<23:43,  3.38it/s]
 27%|██▋       | 1795/6612 [09:13<23:40,  3.39it/s]
 27%|██▋       | 1796/6612 [09:13<23:41,  3.39it/s]
 27%|██▋       | 1797/6612 [09:13<23:41,  3.39it/s]
 27%|██▋       | 1798/6612 [09:14<23:42,  3.39it/s]
 27%|██▋       | 1799/6612 [09:14<23:38,  3.39it/s]
 27%|██▋       | 1800/6612 [09:14<23:39,  3.39it/s]
                                                   

 27%|██▋       | 1800/6612 [09:14<23:39,  3.39it/s]
 27%|██▋       | 1801/6612 [09:15<24:05,  3.33it/s]
 27%|██▋       | 1802/6612 [09:15<23:59,  3.34it/s]
 27%|██▋       | 1803/6612 [09:15<23:51,  3.36it/s]
 27%|██▋       | 1804/6612 [09:16<23:48,  3.37it/s]
 27%|██▋       | 1805/6612 [09:16<23:41,  3.38it/s]
 27%|██▋       | 1806/6612 [09:16<23:40,  3.38it/s]
 27%|██▋       | 1807/6612 [09:16<23:39,  3.38it/s]
 27%|██▋       | 1808/6612 [09:17<23:39,  3.39it/s]
 27%|██▋       | 1809/6612 [09:17<23:37,  3.39it/s]
 27%|██▋       | 1810/6612 [09:17<23:39,  3.38it/s]
 27%|██▋       | 1811/6612 [09:18<23:37,  3.39it/s]
 27%|██▋       | 1812/6612 [09:18<23:37,  3.39it/s]
 27%|██▋       | 1813/6612 [09:18<23:36,  3.39it/s]
 27%|██▋       | 1814/6612 [09:19<23:36,  3.39it/s]
 27%|██▋       | 1815/6612 [09:19<23:35,  3.39it/s]
 27%|██▋       | 1816/6612 [09:19<23:33,  3.39it/s]
 27%|██▋       | 1817/6612 [09:19<23:32,  3.40it/s]
 27%|██▋       | 1818/6612 [09:20<23:25,  3.41it/s]
 28%|██▊       | 1819/6612 [09:20<23:25,  3.41it/s]
 28%|██▊       | 1820/6612 [09:20<23:31,  3.40it/s]
 28%|██▊       | 1821/6612 [09:21<23:31,  3.39it/s]
 28%|██▊       | 1822/6612 [09:21<23:31,  3.39it/s]
 28%|██▊       | 1823/6612 [09:21<23:30,  3.39it/s]
 28%|██▊       | 1824/6612 [09:21<23:32,  3.39it/s]
 28%|██▊       | 1825/6612 [09:22<23:33,  3.39it/s]
 28%|██▊       | 1826/6612 [09:22<23:31,  3.39it/s]
 28%|██▊       | 1827/6612 [09:22<23:31,  3.39it/s]
 28%|██▊       | 1828/6612 [09:23<25:59,  3.07it/s]
 28%|██▊       | 1829/6612 [09:23<26:50,  2.97it/s]
 28%|██▊       | 1830/6612 [09:23<25:56,  3.07it/s]
 28%|██▊       | 1831/6612 [09:24<25:13,  3.16it/s]
 28%|██▊       | 1832/6612 [09:24<24:47,  3.21it/s]
 28%|██▊       | 1833/6612 [09:24<24:24,  3.26it/s]
 28%|██▊       | 1834/6612 [09:25<24:06,  3.30it/s]
 28%|██▊       | 1835/6612 [09:25<23:52,  3.33it/s]
 28%|██▊       | 1836/6612 [09:25<23:47,  3.35it/s]
 28%|██▊       | 1837/6612 [09:25<23:41,  3.36it/s]
 28%|██▊       | 1838/6612 [09:26<23:35,  3.37it/s]
 28%|██▊       | 1839/6612 [09:26<23:30,  3.38it/s]
 28%|██▊       | 1840/6612 [09:26<23:29,  3.39it/s]
 28%|██▊       | 1841/6612 [09:27<23:34,  3.37it/s]
 28%|██▊       | 1842/6612 [09:27<23:34,  3.37it/s]
 28%|██▊       | 1843/6612 [09:27<23:31,  3.38it/s]
 28%|██▊       | 1844/6612 [09:28<25:08,  3.16it/s]
 28%|██▊       | 1845/6612 [09:28<26:40,  2.98it/s]
 28%|██▊       | 1846/6612 [09:28<25:59,  3.06it/s]
 28%|██▊       | 1847/6612 [09:29<25:13,  3.15it/s]
 28%|██▊       | 1848/6612 [09:29<24:42,  3.21it/s]
 28%|██▊       | 1849/6612 [09:29<24:19,  3.26it/s]
 28%|██▊       | 1850/6612 [09:29<24:01,  3.30it/s]
 28%|██▊       | 1851/6612 [09:30<23:50,  3.33it/s]
 28%|██▊       | 1852/6612 [09:30<23:41,  3.35it/s]
 28%|██▊       | 1853/6612 [09:30<23:35,  3.36it/s]
 28%|██▊       | 1854/6612 [09:31<23:30,  3.37it/s]
 28%|██▊       | 1855/6612 [09:31<23:28,  3.38it/s]
 28%|██▊       | 1856/6612 [09:31<23:24,  3.39it/s]
 28%|██▊       | 1857/6612 [09:32<23:26,  3.38it/s]
 28%|██▊       | 1858/6612 [09:32<23:24,  3.38it/s]
 28%|██▊       | 1859/6612 [09:32<23:24,  3.38it/s]
 28%|██▊       | 1860/6612 [09:32<23:16,  3.40it/s]
 28%|██▊       | 1861/6612 [09:33<26:17,  3.01it/s]
 28%|██▊       | 1862/6612 [09:33<26:34,  2.98it/s]
 28%|██▊       | 1863/6612 [09:33<25:36,  3.09it/s]
 28%|██▊       | 1864/6612 [09:34<24:54,  3.18it/s]
 28%|██▊       | 1865/6612 [09:34<24:25,  3.24it/s]
 28%|██▊       | 1866/6612 [09:34<24:05,  3.28it/s]
 28%|██▊       | 1867/6612 [09:35<23:50,  3.32it/s]
 28%|██▊       | 1868/6612 [09:35<23:39,  3.34it/s]
 28%|██▊       | 1869/6612 [09:35<23:35,  3.35it/s]
 28%|██▊       | 1870/6612 [09:36<23:30,  3.36it/s]
 28%|██▊       | 1871/6612 [09:36<23:25,  3.37it/s]
 28%|██▊       | 1872/6612 [09:36<23:20,  3.38it/s]
 28%|██▊       | 1873/6612 [09:36<23:20,  3.38it/s]
 28%|██▊       | 1874/6612 [09:37<23:21,  3.38it/s]
 28%|██▊       | 1875/6612 [09:37<23:18,  3.39it/s]
 28%|██▊       | 1876/6612 [09:37<23:16,  3.39it/s]
 28%|██▊       | 1877/6612 [09:38<25:27,  3.10it/s]
 28%|██▊       | 1878/6612 [09:38<26:25,  2.99it/s]
 28%|██▊       | 1879/6612 [09:38<25:39,  3.08it/s]
 28%|██▊       | 1880/6612 [09:39<24:54,  3.17it/s]
 28%|██▊       | 1881/6612 [09:39<24:22,  3.23it/s]
 28%|██▊       | 1882/6612 [09:39<24:02,  3.28it/s]
 28%|██▊       | 1883/6612 [09:40<23:47,  3.31it/s]
 28%|██▊       | 1884/6612 [09:40<23:35,  3.34it/s]
 29%|██▊       | 1885/6612 [09:40<23:27,  3.36it/s]
 29%|██▊       | 1886/6612 [09:40<23:24,  3.36it/s]
 29%|██▊       | 1887/6612 [09:41<23:20,  3.37it/s]
 29%|██▊       | 1888/6612 [09:41<23:17,  3.38it/s]
 29%|██▊       | 1889/6612 [09:41<23:15,  3.38it/s]
 29%|██▊       | 1890/6612 [09:42<23:14,  3.39it/s]
 29%|██▊       | 1891/6612 [09:42<23:16,  3.38it/s]
 29%|██▊       | 1892/6612 [09:42<23:15,  3.38it/s]
 29%|██▊       | 1893/6612 [09:42<23:16,  3.38it/s]
 29%|██▊       | 1894/6612 [09:43<26:22,  2.98it/s]
 29%|██▊       | 1895/6612 [09:43<26:19,  2.99it/s]
 29%|██▊       | 1896/6612 [09:44<25:21,  3.10it/s]
 29%|██▊       | 1897/6612 [09:44<25:27,  3.09it/s]
 29%|██▊       | 1898/6612 [09:44<24:45,  3.17it/s]
 29%|██▊       | 1899/6612 [09:44<24:15,  3.24it/s]
 29%|██▊       | 1900/6612 [09:45<23:55,  3.28it/s]
                                                   

 29%|██▊       | 1900/6612 [09:45<23:55,  3.28it/s]
 29%|██▉       | 1901/6612 [09:45<24:10,  3.25it/s]
 29%|██▉       | 1902/6612 [09:45<23:49,  3.30it/s]
 29%|██▉       | 1903/6612 [09:46<23:37,  3.32it/s]
 29%|██▉       | 1904/6612 [09:46<23:30,  3.34it/s]
 29%|██▉       | 1905/6612 [09:46<23:23,  3.35it/s]
 29%|██▉       | 1906/6612 [09:47<23:22,  3.36it/s]
 29%|██▉       | 1907/6612 [09:47<23:16,  3.37it/s]
 29%|██▉       | 1908/6612 [09:47<23:15,  3.37it/s]
 29%|██▉       | 1909/6612 [09:47<23:12,  3.38it/s]
 29%|██▉       | 1910/6612 [09:48<23:13,  3.37it/s]
 29%|██▉       | 1911/6612 [09:48<23:09,  3.38it/s]
 29%|██▉       | 1912/6612 [09:48<23:08,  3.38it/s]
 29%|██▉       | 1913/6612 [09:49<23:09,  3.38it/s]
 29%|██▉       | 1914/6612 [09:49<23:08,  3.38it/s]
 29%|██▉       | 1915/6612 [09:49<23:05,  3.39it/s]
 29%|██▉       | 1916/6612 [09:49<23:05,  3.39it/s]
 29%|██▉       | 1917/6612 [09:50<22:59,  3.40it/s]
 29%|██▉       | 1918/6612 [09:50<23:00,  3.40it/s]
 29%|██▉       | 1919/6612 [09:50<23:02,  3.40it/s]
 29%|██▉       | 1920/6612 [09:51<23:01,  3.40it/s]
 29%|██▉       | 1921/6612 [09:51<23:05,  3.39it/s]
 29%|██▉       | 1922/6612 [09:51<23:05,  3.38it/s]
 29%|██▉       | 1923/6612 [09:52<23:03,  3.39it/s]
 29%|██▉       | 1924/6612 [09:52<23:03,  3.39it/s]
 29%|██▉       | 1925/6612 [09:52<23:02,  3.39it/s]
 29%|██▉       | 1926/6612 [09:52<23:02,  3.39it/s]
 29%|██▉       | 1927/6612 [09:53<23:02,  3.39it/s]
 29%|██▉       | 1928/6612 [09:53<23:02,  3.39it/s]
 29%|██▉       | 1929/6612 [09:53<23:00,  3.39it/s]
 29%|██▉       | 1930/6612 [09:54<22:58,  3.40it/s]
 29%|██▉       | 1931/6612 [09:54<22:59,  3.39it/s]
 29%|██▉       | 1932/6612 [09:54<23:04,  3.38it/s]
 29%|██▉       | 1933/6612 [09:55<23:02,  3.39it/s]
 29%|██▉       | 1934/6612 [09:55<23:00,  3.39it/s]
 29%|██▉       | 1935/6612 [09:55<22:57,  3.40it/s]
 29%|██▉       | 1936/6612 [09:55<22:59,  3.39it/s]
 29%|██▉       | 1937/6612 [09:56<22:59,  3.39it/s]
 29%|██▉       | 1938/6612 [09:56<23:02,  3.38it/s]
 29%|██▉       | 1939/6612 [09:56<23:00,  3.38it/s]
 29%|██▉       | 1940/6612 [09:57<23:00,  3.38it/s]
 29%|██▉       | 1941/6612 [09:57<23:50,  3.27it/s]
 29%|██▉       | 1942/6612 [09:57<26:08,  2.98it/s]
 29%|██▉       | 1943/6612 [09:58<25:44,  3.02it/s]
 29%|██▉       | 1944/6612 [09:58<24:53,  3.13it/s]
 29%|██▉       | 1945/6612 [09:58<24:19,  3.20it/s]
 29%|██▉       | 1946/6612 [09:59<23:53,  3.26it/s]
 29%|██▉       | 1947/6612 [09:59<23:37,  3.29it/s]
 29%|██▉       | 1948/6612 [09:59<23:25,  3.32it/s]
 29%|██▉       | 1949/6612 [09:59<23:16,  3.34it/s]
 29%|██▉       | 1950/6612 [10:00<23:07,  3.36it/s]
 30%|██▉       | 1951/6612 [10:00<22:56,  3.39it/s]
 30%|██▉       | 1952/6612 [10:00<22:54,  3.39it/s]
 30%|██▉       | 1953/6612 [10:01<22:54,  3.39it/s]
 30%|██▉       | 1954/6612 [10:01<22:53,  3.39it/s]
 30%|██▉       | 1955/6612 [10:01<22:53,  3.39it/s]
 30%|██▉       | 1956/6612 [10:01<22:52,  3.39it/s]
 30%|██▉       | 1957/6612 [10:02<22:52,  3.39it/s]
 30%|██▉       | 1958/6612 [10:02<25:46,  3.01it/s]
 30%|██▉       | 1959/6612 [10:03<26:04,  2.97it/s]
 30%|██▉       | 1960/6612 [10:03<25:08,  3.08it/s]
 30%|██▉       | 1961/6612 [10:03<24:28,  3.17it/s]
 30%|██▉       | 1962/6612 [10:03<23:57,  3.23it/s]
 30%|██▉       | 1963/6612 [10:04<23:39,  3.28it/s]
 30%|██▉       | 1964/6612 [10:04<23:26,  3.31it/s]
 30%|██▉       | 1965/6612 [10:04<23:16,  3.33it/s]
 30%|██▉       | 1966/6612 [10:05<23:07,  3.35it/s]
 30%|██▉       | 1967/6612 [10:05<23:01,  3.36it/s]
 30%|██▉       | 1968/6612 [10:05<22:55,  3.38it/s]
 30%|██▉       | 1969/6612 [10:05<22:58,  3.37it/s]
 30%|██▉       | 1970/6612 [10:06<22:54,  3.38it/s]
 30%|██▉       | 1971/6612 [10:06<22:51,  3.38it/s]
 30%|██▉       | 1972/6612 [10:06<22:49,  3.39it/s]
 30%|██▉       | 1973/6612 [10:07<22:48,  3.39it/s]
 30%|██▉       | 1974/6612 [10:07<25:15,  3.06it/s]
 30%|██▉       | 1975/6612 [10:07<26:03,  2.97it/s]
 30%|██▉       | 1976/6612 [10:08<25:03,  3.08it/s]
 30%|██▉       | 1977/6612 [10:08<24:21,  3.17it/s]
 30%|██▉       | 1978/6612 [10:08<23:52,  3.24it/s]
 30%|██▉       | 1979/6612 [10:09<23:32,  3.28it/s]
 30%|██▉       | 1980/6612 [10:09<23:50,  3.24it/s]
 30%|██▉       | 1981/6612 [10:09<23:33,  3.28it/s]
 30%|██▉       | 1982/6612 [10:10<23:14,  3.32it/s]
 30%|██▉       | 1983/6612 [10:10<23:02,  3.35it/s]
 30%|███       | 1984/6612 [10:10<22:58,  3.36it/s]
 30%|███       | 1985/6612 [10:10<22:54,  3.37it/s]
 30%|███       | 1986/6612 [10:11<22:51,  3.37it/s]
 30%|███       | 1987/6612 [10:11<22:48,  3.38it/s]
 30%|███       | 1988/6612 [10:11<22:47,  3.38it/s]
 30%|███       | 1989/6612 [10:12<22:47,  3.38it/s]
 30%|███       | 1990/6612 [10:12<23:17,  3.31it/s]
 30%|███       | 1991/6612 [10:12<25:56,  2.97it/s]
 30%|███       | 1992/6612 [10:13<25:10,  3.06it/s]
 30%|███       | 1993/6612 [10:13<24:26,  3.15it/s]
 30%|███       | 1994/6612 [10:13<23:55,  3.22it/s]
 30%|███       | 1995/6612 [10:13<23:33,  3.27it/s]
 30%|███       | 1996/6612 [10:14<23:15,  3.31it/s]
 30%|███       | 1997/6612 [10:14<23:04,  3.33it/s]
 30%|███       | 1998/6612 [10:14<22:56,  3.35it/s]
 30%|███       | 1999/6612 [10:15<22:51,  3.36it/s]
 30%|███       | 2000/6612 [10:15<22:46,  3.38it/s]
                                                   

 30%|███       | 2000/6612 [10:15<22:46,  3.38it/s]
 30%|███       | 2001/6612 [10:15<23:09,  3.32it/s]
 30%|███       | 2002/6612 [10:16<23:01,  3.34it/s]
 30%|███       | 2003/6612 [10:16<22:51,  3.36it/s]
 30%|███       | 2004/6612 [10:16<22:48,  3.37it/s]
 30%|███       | 2005/6612 [10:16<22:49,  3.36it/s]
 30%|███       | 2006/6612 [10:17<22:45,  3.37it/s]
 30%|███       | 2007/6612 [10:17<25:24,  3.02it/s]
 30%|███       | 2008/6612 [10:18<25:33,  3.00it/s]
 30%|███       | 2009/6612 [10:18<24:43,  3.10it/s]
 30%|███       | 2010/6612 [10:18<24:05,  3.18it/s]
 30%|███       | 2011/6612 [10:18<23:38,  3.24it/s]
 30%|███       | 2012/6612 [10:19<23:18,  3.29it/s]
 30%|███       | 2013/6612 [10:19<23:07,  3.31it/s]
 30%|███       | 2014/6612 [10:19<22:56,  3.34it/s]
 30%|███       | 2015/6612 [10:20<22:50,  3.35it/s]
 30%|███       | 2016/6612 [10:20<22:44,  3.37it/s]
 31%|███       | 2017/6612 [10:20<22:39,  3.38it/s]
 31%|███       | 2018/6612 [10:20<22:40,  3.38it/s]
 31%|███       | 2019/6612 [10:21<22:39,  3.38it/s]
 31%|███       | 2020/6612 [10:21<22:36,  3.39it/s]
 31%|███       | 2021/6612 [10:21<22:34,  3.39it/s]
 31%|███       | 2022/6612 [10:22<22:34,  3.39it/s]
 31%|███       | 2023/6612 [10:22<22:34,  3.39it/s]
 31%|███       | 2024/6612 [10:22<22:33,  3.39it/s]
 31%|███       | 2025/6612 [10:23<22:32,  3.39it/s]
 31%|███       | 2026/6612 [10:23<22:28,  3.40it/s]
 31%|███       | 2027/6612 [10:23<22:28,  3.40it/s]
 31%|███       | 2028/6612 [10:23<22:31,  3.39it/s]
 31%|███       | 2029/6612 [10:24<22:30,  3.39it/s]
 31%|███       | 2030/6612 [10:24<22:29,  3.39it/s]
 31%|███       | 2031/6612 [10:24<22:27,  3.40it/s]
 31%|███       | 2032/6612 [10:25<22:31,  3.39it/s]
 31%|███       | 2033/6612 [10:25<22:29,  3.39it/s]
 31%|███       | 2034/6612 [10:25<22:29,  3.39it/s]
 31%|███       | 2035/6612 [10:25<22:26,  3.40it/s]
 31%|███       | 2036/6612 [10:26<22:25,  3.40it/s]
 31%|███       | 2037/6612 [10:26<22:29,  3.39it/s]
 31%|███       | 2038/6612 [10:26<22:28,  3.39it/s]
 31%|███       | 2039/6612 [10:27<22:28,  3.39it/s]
 31%|███       | 2040/6612 [10:27<22:28,  3.39it/s]
 31%|███       | 2041/6612 [10:27<22:31,  3.38it/s]
 31%|███       | 2042/6612 [10:28<22:29,  3.39it/s]
 31%|███       | 2043/6612 [10:28<22:28,  3.39it/s]
 31%|███       | 2044/6612 [10:28<22:27,  3.39it/s]
 31%|███       | 2045/6612 [10:28<22:25,  3.39it/s]
 31%|███       | 2046/6612 [10:29<22:24,  3.40it/s]
 31%|███       | 2047/6612 [10:29<22:22,  3.40it/s]
 31%|███       | 2048/6612 [10:29<22:22,  3.40it/s]
 31%|███       | 2049/6612 [10:30<22:22,  3.40it/s]
 31%|███       | 2050/6612 [10:30<22:21,  3.40it/s]
 31%|███       | 2051/6612 [10:30<22:22,  3.40it/s]
 31%|███       | 2052/6612 [10:30<22:22,  3.40it/s]
 31%|███       | 2053/6612 [10:31<22:23,  3.39it/s]
 31%|███       | 2054/6612 [10:31<22:24,  3.39it/s]
 31%|███       | 2055/6612 [10:31<22:24,  3.39it/s]
 31%|███       | 2056/6612 [10:32<22:24,  3.39it/s]
 31%|███       | 2057/6612 [10:32<22:24,  3.39it/s]
 31%|███       | 2058/6612 [10:32<22:21,  3.39it/s]
 31%|███       | 2059/6612 [10:33<22:21,  3.40it/s]
 31%|███       | 2060/6612 [10:33<22:19,  3.40it/s]
 31%|███       | 2061/6612 [10:33<22:24,  3.38it/s]
 31%|███       | 2062/6612 [10:33<22:23,  3.39it/s]
 31%|███       | 2063/6612 [10:34<22:14,  3.41it/s]
 31%|███       | 2064/6612 [10:34<22:16,  3.40it/s]
 31%|███       | 2065/6612 [10:34<22:16,  3.40it/s]
 31%|███       | 2066/6612 [10:35<22:17,  3.40it/s]
 31%|███▏      | 2067/6612 [10:35<22:17,  3.40it/s]
 31%|███▏      | 2068/6612 [10:35<22:18,  3.40it/s]
 31%|███▏      | 2069/6612 [10:35<22:18,  3.40it/s]
 31%|███▏      | 2070/6612 [10:36<22:20,  3.39it/s]
 31%|███▏      | 2071/6612 [10:36<22:18,  3.39it/s]
 31%|███▏      | 2072/6612 [10:36<22:18,  3.39it/s]
 31%|███▏      | 2073/6612 [10:37<22:16,  3.40it/s]
 31%|███▏      | 2074/6612 [10:37<22:14,  3.40it/s]
 31%|███▏      | 2075/6612 [10:37<22:16,  3.39it/s]
 31%|███▏      | 2076/6612 [10:38<22:16,  3.39it/s]
 31%|███▏      | 2077/6612 [10:38<22:14,  3.40it/s]
 31%|███▏      | 2078/6612 [10:38<22:12,  3.40it/s]
 31%|███▏      | 2079/6612 [10:38<22:13,  3.40it/s]
 31%|███▏      | 2080/6612 [10:39<22:16,  3.39it/s]
 31%|███▏      | 2081/6612 [10:39<22:16,  3.39it/s]
 31%|███▏      | 2082/6612 [10:39<22:16,  3.39it/s]
 32%|███▏      | 2083/6612 [10:40<22:14,  3.39it/s]
 32%|███▏      | 2084/6612 [10:40<22:13,  3.40it/s]
 32%|███▏      | 2085/6612 [10:40<22:12,  3.40it/s]
 32%|███▏      | 2086/6612 [10:40<22:11,  3.40it/s]
 32%|███▏      | 2087/6612 [10:41<22:12,  3.40it/s]
 32%|███▏      | 2088/6612 [10:41<22:11,  3.40it/s]
 32%|███▏      | 2089/6612 [10:41<22:11,  3.40it/s]
 32%|███▏      | 2090/6612 [10:42<22:13,  3.39it/s]
 32%|███▏      | 2091/6612 [10:42<22:15,  3.38it/s]
 32%|███▏      | 2092/6612 [10:42<22:13,  3.39it/s]
 32%|███▏      | 2093/6612 [10:43<22:11,  3.39it/s]
 32%|███▏      | 2094/6612 [10:43<22:13,  3.39it/s]
 32%|███▏      | 2095/6612 [10:43<22:12,  3.39it/s]
 32%|███▏      | 2096/6612 [10:43<22:10,  3.39it/s]
 32%|███▏      | 2097/6612 [10:44<22:11,  3.39it/s]
 32%|███▏      | 2098/6612 [10:44<22:10,  3.39it/s]
 32%|███▏      | 2099/6612 [10:44<22:13,  3.38it/s]
 32%|███▏      | 2100/6612 [10:45<22:11,  3.39it/s]
                                                   

 32%|███▏      | 2100/6612 [10:45<22:11,  3.39it/s]
 32%|███▏      | 2101/6612 [10:45<22:35,  3.33it/s]
 32%|███▏      | 2102/6612 [10:45<22:29,  3.34it/s]
 32%|███▏      | 2103/6612 [10:46<22:23,  3.36it/s]
 32%|███▏      | 2104/6612 [10:46<22:17,  3.37it/s]
 32%|███▏      | 2105/6612 [10:46<22:12,  3.38it/s]
 32%|███▏      | 2106/6612 [10:46<22:09,  3.39it/s]
 32%|███▏      | 2107/6612 [10:47<22:10,  3.39it/s]
 32%|███▏      | 2108/6612 [10:47<22:06,  3.40it/s]
 32%|███▏      | 2109/6612 [10:47<22:05,  3.40it/s]
 32%|███▏      | 2110/6612 [10:48<22:04,  3.40it/s]
 32%|███▏      | 2111/6612 [10:48<22:05,  3.40it/s]
 32%|███▏      | 2112/6612 [10:48<22:04,  3.40it/s]
 32%|███▏      | 2113/6612 [10:48<22:04,  3.40it/s]
 32%|███▏      | 2114/6612 [10:49<22:02,  3.40it/s]
 32%|███▏      | 2115/6612 [10:49<22:01,  3.40it/s]
 32%|███▏      | 2116/6612 [10:49<22:02,  3.40it/s]
 32%|███▏      | 2117/6612 [10:50<22:02,  3.40it/s]
 32%|███▏      | 2118/6612 [10:50<22:04,  3.39it/s]
 32%|███▏      | 2119/6612 [10:50<22:01,  3.40it/s]
 32%|███▏      | 2120/6612 [10:51<22:02,  3.40it/s]
 32%|███▏      | 2121/6612 [10:51<22:03,  3.39it/s]
 32%|███▏      | 2122/6612 [10:51<22:02,  3.39it/s]
 32%|███▏      | 2123/6612 [10:51<22:01,  3.40it/s]
 32%|███▏      | 2124/6612 [10:52<22:01,  3.40it/s]
 32%|███▏      | 2125/6612 [10:52<22:02,  3.39it/s]
 32%|███▏      | 2126/6612 [10:52<22:02,  3.39it/s]
 32%|███▏      | 2127/6612 [10:53<22:01,  3.39it/s]
 32%|███▏      | 2128/6612 [10:53<22:00,  3.39it/s]
 32%|███▏      | 2129/6612 [10:53<22:00,  3.39it/s]
 32%|███▏      | 2130/6612 [10:53<21:55,  3.41it/s]
 32%|███▏      | 2131/6612 [10:54<21:57,  3.40it/s]
 32%|███▏      | 2132/6612 [10:54<21:57,  3.40it/s]
 32%|███▏      | 2133/6612 [10:54<22:00,  3.39it/s]
 32%|███▏      | 2134/6612 [10:55<22:01,  3.39it/s]
 32%|███▏      | 2135/6612 [10:55<21:59,  3.39it/s]
 32%|███▏      | 2136/6612 [10:55<22:03,  3.38it/s]
 32%|███▏      | 2137/6612 [10:56<22:00,  3.39it/s]
 32%|███▏      | 2138/6612 [10:56<21:59,  3.39it/s]
 32%|███▏      | 2139/6612 [10:56<21:57,  3.39it/s]
 32%|███▏      | 2140/6612 [10:56<21:56,  3.40it/s]
 32%|███▏      | 2141/6612 [10:57<21:57,  3.39it/s]
 32%|███▏      | 2142/6612 [10:57<21:55,  3.40it/s]
 32%|███▏      | 2143/6612 [10:57<21:53,  3.40it/s]
 32%|███▏      | 2144/6612 [10:58<21:55,  3.40it/s]
 32%|███▏      | 2145/6612 [10:58<21:56,  3.39it/s]
 32%|███▏      | 2146/6612 [10:58<21:58,  3.39it/s]
 32%|███▏      | 2147/6612 [10:58<21:58,  3.39it/s]
 32%|███▏      | 2148/6612 [10:59<21:56,  3.39it/s]
 33%|███▎      | 2149/6612 [10:59<21:56,  3.39it/s]
 33%|███▎      | 2150/6612 [10:59<21:56,  3.39it/s]
 33%|███▎      | 2151/6612 [11:00<21:56,  3.39it/s]
 33%|███▎      | 2152/6612 [11:00<21:53,  3.39it/s]
 33%|███▎      | 2153/6612 [11:00<21:54,  3.39it/s]
 33%|███▎      | 2154/6612 [11:01<21:53,  3.39it/s]
 33%|███▎      | 2155/6612 [11:01<21:52,  3.40it/s]
 33%|███▎      | 2156/6612 [11:01<21:53,  3.39it/s]
 33%|███▎      | 2157/6612 [11:01<21:51,  3.40it/s]
 33%|███▎      | 2158/6612 [11:02<21:44,  3.41it/s]
 33%|███▎      | 2159/6612 [11:02<21:46,  3.41it/s]
 33%|███▎      | 2160/6612 [11:02<21:49,  3.40it/s]
 33%|███▎      | 2161/6612 [11:03<21:50,  3.40it/s]
 33%|███▎      | 2162/6612 [11:03<21:51,  3.39it/s]
 33%|███▎      | 2163/6612 [11:03<21:52,  3.39it/s]
 33%|███▎      | 2164/6612 [11:03<21:51,  3.39it/s]
 33%|███▎      | 2165/6612 [11:04<21:51,  3.39it/s]
 33%|███▎      | 2166/6612 [11:04<21:51,  3.39it/s]
 33%|███▎      | 2167/6612 [11:04<21:51,  3.39it/s]
 33%|███▎      | 2168/6612 [11:05<21:50,  3.39it/s]
 33%|███▎      | 2169/6612 [11:05<23:55,  3.10it/s]
 33%|███▎      | 2170/6612 [11:05<24:51,  2.98it/s]
 33%|███▎      | 2171/6612 [11:06<24:05,  3.07it/s]
 33%|███▎      | 2172/6612 [11:06<23:30,  3.15it/s]
 33%|███▎      | 2173/6612 [11:06<22:58,  3.22it/s]
 33%|███▎      | 2174/6612 [11:07<22:35,  3.27it/s]
 33%|███▎      | 2175/6612 [11:07<22:18,  3.32it/s]
 33%|███▎      | 2176/6612 [11:07<22:07,  3.34it/s]
 33%|███▎      | 2177/6612 [11:07<22:00,  3.36it/s]
 33%|███▎      | 2178/6612 [11:08<21:56,  3.37it/s]
 33%|███▎      | 2179/6612 [11:08<21:50,  3.38it/s]
 33%|███▎      | 2180/6612 [11:08<21:48,  3.39it/s]
 33%|███▎      | 2181/6612 [11:09<21:49,  3.38it/s]
 33%|███▎      | 2182/6612 [11:09<21:47,  3.39it/s]
 33%|███▎      | 2183/6612 [11:09<21:46,  3.39it/s]
 33%|███▎      | 2184/6612 [11:10<21:46,  3.39it/s]
 33%|███▎      | 2185/6612 [11:10<21:48,  3.38it/s]
 33%|███▎      | 2186/6612 [11:10<24:49,  2.97it/s]
 33%|███▎      | 2187/6612 [11:11<24:36,  3.00it/s]
 33%|███▎      | 2188/6612 [11:11<23:46,  3.10it/s]
 33%|███▎      | 2189/6612 [11:11<23:11,  3.18it/s]
 33%|███▎      | 2190/6612 [11:11<22:44,  3.24it/s]
 33%|███▎      | 2191/6612 [11:12<22:26,  3.28it/s]
 33%|███▎      | 2192/6612 [11:12<22:10,  3.32it/s]
 33%|███▎      | 2193/6612 [11:12<22:04,  3.34it/s]
 33%|███▎      | 2194/6612 [11:13<21:56,  3.36it/s]
 33%|███▎      | 2195/6612 [11:13<21:52,  3.37it/s]
 33%|███▎      | 2196/6612 [11:13<21:47,  3.38it/s]
 33%|███▎      | 2197/6612 [11:14<21:46,  3.38it/s]
 33%|███▎      | 2198/6612 [11:14<21:46,  3.38it/s]
 33%|███▎      | 2199/6612 [11:14<21:44,  3.38it/s]
 33%|███▎      | 2200/6612 [11:14<21:39,  3.40it/s]
                                                   

 33%|███▎      | 2200/6612 [11:14<21:39,  3.40it/s]
 33%|███▎      | 2201/6612 [11:15<22:02,  3.34it/s]
 33%|███▎      | 2202/6612 [11:15<24:34,  2.99it/s]
 33%|███▎      | 2203/6612 [11:16<24:57,  2.94it/s]
 33%|███▎      | 2204/6612 [11:16<21:42,  3.38it/s]{'eval_avg_acc': 0.641726251276813, 'eval_avg_precision': 0.6230754539360619, 'eval_avg_recall': 0.641726251276813, 'eval_avg_f1': 0.59884883402393, 'eval_main_acc': 0.6853932584269663, 'eval_main_precision': 0.7102415998483415, 'eval_main_recall': 0.6853932584269663, 'eval_main_f1': 0.6600953131936179, 'eval_sub_acc': 0.5413687436159347, 'eval_sub_precision': 0.5496672851147262, 'eval_sub_recall': 0.5413687436159347, 'eval_sub_f1': 0.510569018702226, 'eval_interv_acc': 0.6639427987742594, 'eval_interv_precision': 0.6255689943355929, 'eval_interv_recall': 0.6639427987742594, 'eval_interv_f1': 0.6385533289052482, 'eval_priority_acc': 0.676200204290092, 'eval_priority_precision': 0.606823936445587, 'eval_priority_recall': 0.676200204290092, 'eval_priority_f1': 0.5861776752946275, 'eval_runtime': 5.2981, 'eval_samples_per_second': 184.784, 'eval_steps_per_second': 11.702, 'epoch': 3.0}
{'loss': 4.0599, 'grad_norm': 11.418658256530762, 'learning_rate': 1.4860859044162131e-05, 'epoch': 3.09}
{'loss': 3.9068, 'grad_norm': 13.876314163208008, 'learning_rate': 1.455837870538415e-05, 'epoch': 3.27}
{'loss': 3.9367, 'grad_norm': 16.714431762695312, 'learning_rate': 1.4255898366606171e-05, 'epoch': 3.45}
{'loss': 3.8531, 'grad_norm': 11.18697452545166, 'learning_rate': 1.3953418027828192e-05, 'epoch': 3.63}
{'loss': 3.8714, 'grad_norm': 10.831789016723633, 'learning_rate': 1.3650937689050213e-05, 'epoch': 3.81}
{'loss': 3.8414, 'grad_norm': 16.59636116027832, 'learning_rate': 1.3348457350272232e-05, 'epoch': 3.99}


  0%|          | 0/62 [00:00<?, ?it/s]

  5%|▍         | 3/62 [00:00<00:03, 17.41it/s]

  8%|▊         | 5/62 [00:00<00:04, 14.00it/s]

 11%|█▏        | 7/62 [00:00<00:04, 12.91it/s]

 15%|█▍        | 9/62 [00:00<00:04, 12.40it/s]

 18%|█▊        | 11/62 [00:00<00:04, 12.12it/s]

 21%|██        | 13/62 [00:01<00:04, 11.95it/s]

 24%|██▍       | 15/62 [00:01<00:03, 11.83it/s]

 27%|██▋       | 17/62 [00:01<00:03, 11.77it/s]

 31%|███       | 19/62 [00:01<00:03, 11.71it/s]

 34%|███▍      | 21/62 [00:01<00:03, 11.67it/s]

 37%|███▋      | 23/62 [00:01<00:03, 11.64it/s]

 40%|████      | 25/62 [00:02<00:03, 11.62it/s]

 44%|████▎     | 27/62 [00:02<00:03, 11.61it/s]

 47%|████▋     | 29/62 [00:02<00:02, 11.61it/s]

 50%|█████     | 31/62 [00:02<00:02, 11.60it/s]

 53%|█████▎    | 33/62 [00:02<00:02, 11.59it/s]

 56%|█████▋    | 35/62 [00:02<00:02, 11.59it/s]

 60%|█████▉    | 37/62 [00:03<00:02, 11.60it/s]

 63%|██████▎   | 39/62 [00:03<00:01, 11.59it/s]

 66%|██████▌   | 41/62 [00:03<00:01, 11.59it/s]

 69%|██████▉   | 43/62 [00:03<00:01, 11.59it/s]

 73%|███████▎  | 45/62 [00:03<00:01, 11.59it/s]

 76%|███████▌  | 47/62 [00:03<00:01, 11.59it/s]

 79%|███████▉  | 49/62 [00:04<00:01, 11.59it/s]

 82%|████████▏ | 51/62 [00:04<00:00, 11.59it/s]

 85%|████████▌ | 53/62 [00:04<00:00, 11.59it/s]

 89%|████████▊ | 55/62 [00:04<00:00, 11.59it/s]

 92%|█████████▏| 57/62 [00:04<00:00, 11.59it/s]

 95%|█████████▌| 59/62 [00:05<00:00, 11.59it/s]

 98%|█████████▊| 61/62 [00:05<00:00, 11.59it/s]
                                                   

                                               

 33%|███▎      | 2204/6612 [11:21<21:42,  3.38it/s]

100%|██████████| 62/62 [00:05<00:00, 11.59it/s]

                                               
 33%|███▎      | 2205/6612 [11:22<2:28:59,  2.03s/it]
 33%|███▎      | 2206/6612 [11:22<1:50:44,  1.51s/it]
 33%|███▎      | 2207/6612 [11:22<1:24:01,  1.14s/it]
 33%|███▎      | 2208/6612 [11:23<1:05:21,  1.12it/s]
 33%|███▎      | 2209/6612 [11:23<52:13,  1.41it/s]  
 33%|███▎      | 2210/6612 [11:23<43:02,  1.70it/s]
 33%|███▎      | 2211/6612 [11:24<36:34,  2.01it/s]
 33%|███▎      | 2212/6612 [11:24<32:02,  2.29it/s]
 33%|███▎      | 2213/6612 [11:24<28:55,  2.53it/s]
 33%|███▎      | 2214/6612 [11:24<26:41,  2.75it/s]
 33%|███▎      | 2215/6612 [11:25<25:10,  2.91it/s]
 34%|███▎      | 2216/6612 [11:25<24:09,  3.03it/s]
 34%|███▎      | 2217/6612 [11:25<23:22,  3.13it/s]
 34%|███▎      | 2218/6612 [11:26<22:49,  3.21it/s]
 34%|███▎      | 2219/6612 [11:26<22:27,  3.26it/s]
 34%|███▎      | 2220/6612 [11:26<22:09,  3.30it/s]
 34%|███▎      | 2221/6612 [11:26<21:57,  3.33it/s]
 34%|███▎      | 2222/6612 [11:27<21:52,  3.35it/s]
 34%|███▎      | 2223/6612 [11:27<21:45,  3.36it/s]
 34%|███▎      | 2224/6612 [11:27<21:41,  3.37it/s]
 34%|███▎      | 2225/6612 [11:28<21:33,  3.39it/s]
 34%|███▎      | 2226/6612 [11:28<21:32,  3.39it/s]
 34%|███▎      | 2227/6612 [11:28<21:35,  3.38it/s]
 34%|███▎      | 2228/6612 [11:29<21:37,  3.38it/s]
 34%|███▎      | 2229/6612 [11:29<21:34,  3.39it/s]
 34%|███▎      | 2230/6612 [11:29<21:31,  3.39it/s]
 34%|███▎      | 2231/6612 [11:29<21:30,  3.39it/s]
 34%|███▍      | 2232/6612 [11:30<21:30,  3.39it/s]
 34%|███▍      | 2233/6612 [11:30<21:29,  3.40it/s]
 34%|███▍      | 2234/6612 [11:30<21:29,  3.39it/s]
 34%|███▍      | 2235/6612 [11:31<21:29,  3.40it/s]
 34%|███▍      | 2236/6612 [11:31<21:28,  3.40it/s]
 34%|███▍      | 2237/6612 [11:31<21:30,  3.39it/s]
 34%|███▍      | 2238/6612 [11:32<21:31,  3.39it/s]
 34%|███▍      | 2239/6612 [11:32<21:28,  3.39it/s]
 34%|███▍      | 2240/6612 [11:32<21:29,  3.39it/s]
 34%|███▍      | 2241/6612 [11:32<21:28,  3.39it/s]
 34%|███▍      | 2242/6612 [11:33<21:31,  3.38it/s]
 34%|███▍      | 2243/6612 [11:33<21:28,  3.39it/s]
 34%|███▍      | 2244/6612 [11:33<21:27,  3.39it/s]
 34%|███▍      | 2245/6612 [11:34<21:27,  3.39it/s]
 34%|███▍      | 2246/6612 [11:34<21:31,  3.38it/s]
 34%|███▍      | 2247/6612 [11:34<21:30,  3.38it/s]
 34%|███▍      | 2248/6612 [11:34<21:27,  3.39it/s]
 34%|███▍      | 2249/6612 [11:35<21:22,  3.40it/s]
 34%|███▍      | 2250/6612 [11:35<21:21,  3.40it/s]
 34%|███▍      | 2251/6612 [11:35<21:23,  3.40it/s]
 34%|███▍      | 2252/6612 [11:36<21:22,  3.40it/s]
 34%|███▍      | 2253/6612 [11:36<21:23,  3.40it/s]
 34%|███▍      | 2254/6612 [11:36<21:22,  3.40it/s]
 34%|███▍      | 2255/6612 [11:37<21:23,  3.39it/s]
 34%|███▍      | 2256/6612 [11:37<21:20,  3.40it/s]
 34%|███▍      | 2257/6612 [11:37<21:21,  3.40it/s]
 34%|███▍      | 2258/6612 [11:37<21:19,  3.40it/s]
 34%|███▍      | 2259/6612 [11:38<21:19,  3.40it/s]
 34%|███▍      | 2260/6612 [11:38<21:20,  3.40it/s]
 34%|███▍      | 2261/6612 [11:38<23:25,  3.10it/s]
 34%|███▍      | 2262/6612 [11:39<24:17,  2.98it/s]
 34%|███▍      | 2263/6612 [11:39<23:39,  3.06it/s]
 34%|███▍      | 2264/6612 [11:39<22:57,  3.16it/s]
 34%|███▍      | 2265/6612 [11:40<22:30,  3.22it/s]
 34%|███▍      | 2266/6612 [11:40<22:07,  3.27it/s]
 34%|███▍      | 2267/6612 [11:40<21:57,  3.30it/s]
 34%|███▍      | 2268/6612 [11:41<21:46,  3.32it/s]
 34%|███▍      | 2269/6612 [11:41<21:38,  3.35it/s]
 34%|███▍      | 2270/6612 [11:41<21:31,  3.36it/s]
 34%|███▍      | 2271/6612 [11:41<21:27,  3.37it/s]
 34%|███▍      | 2272/6612 [11:42<21:29,  3.37it/s]
 34%|███▍      | 2273/6612 [11:42<21:24,  3.38it/s]
 34%|███▍      | 2274/6612 [11:42<21:19,  3.39it/s]
 34%|███▍      | 2275/6612 [11:43<21:18,  3.39it/s]
 34%|███▍      | 2276/6612 [11:43<21:18,  3.39it/s]
 34%|███▍      | 2277/6612 [11:43<21:20,  3.38it/s]
 34%|███▍      | 2278/6612 [11:44<24:20,  2.97it/s]
 34%|███▍      | 2279/6612 [11:44<24:06,  3.00it/s]
 34%|███▍      | 2280/6612 [11:44<23:15,  3.10it/s]
 34%|███▍      | 2281/6612 [11:45<22:39,  3.18it/s]
 35%|███▍      | 2282/6612 [11:45<22:16,  3.24it/s]
 35%|███▍      | 2283/6612 [11:45<21:57,  3.29it/s]
 35%|███▍      | 2284/6612 [11:45<21:46,  3.31it/s]
 35%|███▍      | 2285/6612 [11:46<21:35,  3.34it/s]
 35%|███▍      | 2286/6612 [11:46<21:29,  3.36it/s]
 35%|███▍      | 2287/6612 [11:46<21:23,  3.37it/s]
 35%|███▍      | 2288/6612 [11:47<21:21,  3.37it/s]
 35%|███▍      | 2289/6612 [11:47<21:18,  3.38it/s]
 35%|███▍      | 2290/6612 [11:47<21:17,  3.38it/s]
 35%|███▍      | 2291/6612 [11:47<21:16,  3.39it/s]
 35%|███▍      | 2292/6612 [11:48<21:14,  3.39it/s]
 35%|███▍      | 2293/6612 [11:48<21:16,  3.38it/s]
 35%|███▍      | 2294/6612 [11:48<23:36,  3.05it/s]
 35%|███▍      | 2295/6612 [11:49<24:18,  2.96it/s]
 35%|███▍      | 2296/6612 [11:49<23:21,  3.08it/s]
 35%|███▍      | 2297/6612 [11:49<22:42,  3.17it/s]
 35%|███▍      | 2298/6612 [11:50<22:13,  3.24it/s]
 35%|███▍      | 2299/6612 [11:50<21:50,  3.29it/s]
 35%|███▍      | 2300/6612 [11:50<21:40,  3.32it/s]
                                                   

 35%|███▍      | 2300/6612 [11:50<21:40,  3.32it/s]
 35%|███▍      | 2301/6612 [11:51<21:58,  3.27it/s]
 35%|███▍      | 2302/6612 [11:51<21:44,  3.30it/s]
 35%|███▍      | 2303/6612 [11:51<21:38,  3.32it/s]
 35%|███▍      | 2304/6612 [11:52<21:29,  3.34it/s]
 35%|███▍      | 2305/6612 [11:52<21:24,  3.35it/s]
 35%|███▍      | 2306/6612 [11:52<21:17,  3.37it/s]
 35%|███▍      | 2307/6612 [11:52<21:12,  3.38it/s]
 35%|███▍      | 2308/6612 [11:53<21:13,  3.38it/s]
 35%|███▍      | 2309/6612 [11:53<21:11,  3.38it/s]
 35%|███▍      | 2310/6612 [11:53<21:09,  3.39it/s]
 35%|███▍      | 2311/6612 [11:54<21:07,  3.39it/s]
 35%|███▍      | 2312/6612 [11:54<21:07,  3.39it/s]
 35%|███▍      | 2313/6612 [11:54<21:07,  3.39it/s]
 35%|███▍      | 2314/6612 [11:54<21:11,  3.38it/s]
 35%|███▌      | 2315/6612 [11:55<21:07,  3.39it/s]
 35%|███▌      | 2316/6612 [11:55<21:06,  3.39it/s]
 35%|███▌      | 2317/6612 [11:55<21:04,  3.40it/s]
 35%|███▌      | 2318/6612 [11:56<21:04,  3.40it/s]
 35%|███▌      | 2319/6612 [11:56<21:04,  3.40it/s]
 35%|███▌      | 2320/6612 [11:56<21:07,  3.39it/s]
 35%|███▌      | 2321/6612 [11:57<21:04,  3.39it/s]
 35%|███▌      | 2322/6612 [11:57<21:06,  3.39it/s]
 35%|███▌      | 2323/6612 [11:57<21:04,  3.39it/s]
 35%|███▌      | 2324/6612 [11:57<21:03,  3.39it/s]
 35%|███▌      | 2325/6612 [11:58<21:02,  3.40it/s]
 35%|███▌      | 2326/6612 [11:58<21:00,  3.40it/s]
 35%|███▌      | 2327/6612 [11:58<21:03,  3.39it/s]
 35%|███▌      | 2328/6612 [11:59<21:03,  3.39it/s]
 35%|███▌      | 2329/6612 [11:59<21:01,  3.39it/s]
 35%|███▌      | 2330/6612 [11:59<21:01,  3.40it/s]
 35%|███▌      | 2331/6612 [11:59<21:02,  3.39it/s]
 35%|███▌      | 2332/6612 [12:00<21:06,  3.38it/s]
 35%|███▌      | 2333/6612 [12:00<21:05,  3.38it/s]
 35%|███▌      | 2334/6612 [12:00<21:02,  3.39it/s]
 35%|███▌      | 2335/6612 [12:01<21:00,  3.39it/s]
 35%|███▌      | 2336/6612 [12:01<20:59,  3.39it/s]
 35%|███▌      | 2337/6612 [12:01<20:59,  3.40it/s]
 35%|███▌      | 2338/6612 [12:02<20:59,  3.39it/s]
 35%|███▌      | 2339/6612 [12:02<20:59,  3.39it/s]
 35%|███▌      | 2340/6612 [12:02<20:55,  3.40it/s]
 35%|███▌      | 2341/6612 [12:02<20:57,  3.40it/s]
 35%|███▌      | 2342/6612 [12:03<20:55,  3.40it/s]
 35%|███▌      | 2343/6612 [12:03<20:54,  3.40it/s]
 35%|███▌      | 2344/6612 [12:03<20:50,  3.41it/s]
 35%|███▌      | 2345/6612 [12:04<20:51,  3.41it/s]
 35%|███▌      | 2346/6612 [12:04<20:52,  3.41it/s]
 35%|███▌      | 2347/6612 [12:04<20:53,  3.40it/s]
 36%|███▌      | 2348/6612 [12:04<20:54,  3.40it/s]
 36%|███▌      | 2349/6612 [12:05<20:54,  3.40it/s]
 36%|███▌      | 2350/6612 [12:05<20:56,  3.39it/s]
 36%|███▌      | 2351/6612 [12:05<20:57,  3.39it/s]
 36%|███▌      | 2352/6612 [12:06<20:55,  3.39it/s]
 36%|███▌      | 2353/6612 [12:06<20:54,  3.40it/s]
 36%|███▌      | 2354/6612 [12:06<20:52,  3.40it/s]
 36%|███▌      | 2355/6612 [12:07<20:49,  3.41it/s]
 36%|███▌      | 2356/6612 [12:07<20:50,  3.40it/s]
 36%|███▌      | 2357/6612 [12:07<20:55,  3.39it/s]
 36%|███▌      | 2358/6612 [12:07<20:53,  3.39it/s]
 36%|███▌      | 2359/6612 [12:08<20:54,  3.39it/s]
 36%|███▌      | 2360/6612 [12:08<20:54,  3.39it/s]
 36%|███▌      | 2361/6612 [12:08<20:55,  3.39it/s]
 36%|███▌      | 2362/6612 [12:09<20:52,  3.39it/s]
 36%|███▌      | 2363/6612 [12:09<20:52,  3.39it/s]
 36%|███▌      | 2364/6612 [12:09<23:23,  3.03it/s]
 36%|███▌      | 2365/6612 [12:10<23:49,  2.97it/s]
 36%|███▌      | 2366/6612 [12:10<22:56,  3.08it/s]
 36%|███▌      | 2367/6612 [12:10<22:20,  3.17it/s]
 36%|███▌      | 2368/6612 [12:11<21:53,  3.23it/s]
 36%|███▌      | 2369/6612 [12:11<21:33,  3.28it/s]
 36%|███▌      | 2370/6612 [12:11<21:16,  3.32it/s]
 36%|███▌      | 2371/6612 [12:11<21:10,  3.34it/s]
 36%|███▌      | 2372/6612 [12:12<20:59,  3.37it/s]
 36%|███▌      | 2373/6612 [12:12<20:56,  3.37it/s]
 36%|███▌      | 2374/6612 [12:12<20:55,  3.37it/s]
 36%|███▌      | 2375/6612 [12:13<20:53,  3.38it/s]
 36%|███▌      | 2376/6612 [12:13<20:51,  3.38it/s]
 36%|███▌      | 2377/6612 [12:13<20:49,  3.39it/s]
 36%|███▌      | 2378/6612 [12:13<20:49,  3.39it/s]
 36%|███▌      | 2379/6612 [12:14<20:48,  3.39it/s]
 36%|███▌      | 2380/6612 [12:14<23:08,  3.05it/s]
 36%|███▌      | 2381/6612 [12:15<23:46,  2.97it/s]
 36%|███▌      | 2382/6612 [12:15<22:52,  3.08it/s]
 36%|███▌      | 2383/6612 [12:15<22:14,  3.17it/s]
 36%|███▌      | 2384/6612 [12:15<21:49,  3.23it/s]
 36%|███▌      | 2385/6612 [12:16<21:29,  3.28it/s]
 36%|███▌      | 2386/6612 [12:16<21:17,  3.31it/s]
 36%|███▌      | 2387/6612 [12:16<21:05,  3.34it/s]
 36%|███▌      | 2388/6612 [12:17<20:57,  3.36it/s]
 36%|███▌      | 2389/6612 [12:17<20:53,  3.37it/s]
 36%|███▌      | 2390/6612 [12:17<20:49,  3.38it/s]
 36%|███▌      | 2391/6612 [12:17<20:47,  3.38it/s]
 36%|███▌      | 2392/6612 [12:18<20:46,  3.39it/s]
 36%|███▌      | 2393/6612 [12:18<20:41,  3.40it/s]
 36%|███▌      | 2394/6612 [12:18<20:44,  3.39it/s]
 36%|███▌      | 2395/6612 [12:19<20:44,  3.39it/s]
 36%|███▌      | 2396/6612 [12:19<22:38,  3.10it/s]
 36%|███▋      | 2397/6612 [12:19<23:36,  2.98it/s]
 36%|███▋      | 2398/6612 [12:20<22:53,  3.07it/s]
 36%|███▋      | 2399/6612 [12:20<22:14,  3.16it/s]
 36%|███▋      | 2400/6612 [12:20<21:45,  3.23it/s]
                                                   

 36%|███▋      | 2400/6612 [12:20<21:45,  3.23it/s]
 36%|███▋      | 2401/6612 [12:21<21:53,  3.21it/s]
 36%|███▋      | 2402/6612 [12:21<21:30,  3.26it/s]
 36%|███▋      | 2403/6612 [12:21<21:09,  3.32it/s]
 36%|███▋      | 2404/6612 [12:21<20:59,  3.34it/s]
 36%|███▋      | 2405/6612 [12:22<20:55,  3.35it/s]
 36%|███▋      | 2406/6612 [12:22<20:50,  3.36it/s]
 36%|███▋      | 2407/6612 [12:22<20:46,  3.37it/s]
 36%|███▋      | 2408/6612 [12:23<20:44,  3.38it/s]
 36%|███▋      | 2409/6612 [12:23<20:44,  3.38it/s]
 36%|███▋      | 2410/6612 [12:23<20:41,  3.38it/s]
 36%|███▋      | 2411/6612 [12:24<20:40,  3.39it/s]
 36%|███▋      | 2412/6612 [12:24<20:39,  3.39it/s]
 36%|███▋      | 2413/6612 [12:24<20:36,  3.39it/s]
 37%|███▋      | 2414/6612 [12:24<20:36,  3.40it/s]
 37%|███▋      | 2415/6612 [12:25<20:35,  3.40it/s]
 37%|███▋      | 2416/6612 [12:25<20:34,  3.40it/s]
 37%|███▋      | 2417/6612 [12:25<20:34,  3.40it/s]
 37%|███▋      | 2418/6612 [12:26<20:36,  3.39it/s]
 37%|███▋      | 2419/6612 [12:26<20:36,  3.39it/s]
 37%|███▋      | 2420/6612 [12:26<20:35,  3.39it/s]
 37%|███▋      | 2421/6612 [12:27<20:35,  3.39it/s]
 37%|███▋      | 2422/6612 [12:27<20:35,  3.39it/s]
 37%|███▋      | 2423/6612 [12:27<20:34,  3.39it/s]
 37%|███▋      | 2424/6612 [12:27<20:33,  3.39it/s]
 37%|███▋      | 2425/6612 [12:28<20:34,  3.39it/s]
 37%|███▋      | 2426/6612 [12:28<20:33,  3.39it/s]
 37%|███▋      | 2427/6612 [12:28<20:32,  3.39it/s]
 37%|███▋      | 2428/6612 [12:29<20:33,  3.39it/s]
 37%|███▋      | 2429/6612 [12:29<20:33,  3.39it/s]
 37%|███▋      | 2430/6612 [12:29<20:32,  3.39it/s]
 37%|███▋      | 2431/6612 [12:29<20:28,  3.40it/s]
 37%|███▋      | 2432/6612 [12:30<20:28,  3.40it/s]
 37%|███▋      | 2433/6612 [12:30<20:29,  3.40it/s]
 37%|███▋      | 2434/6612 [12:30<20:31,  3.39it/s]
 37%|███▋      | 2435/6612 [12:31<20:31,  3.39it/s]
 37%|███▋      | 2436/6612 [12:31<20:31,  3.39it/s]
 37%|███▋      | 2437/6612 [12:31<20:30,  3.39it/s]
 37%|███▋      | 2438/6612 [12:32<20:31,  3.39it/s]
 37%|███▋      | 2439/6612 [12:32<20:30,  3.39it/s]
 37%|███▋      | 2440/6612 [12:32<20:29,  3.39it/s]
 37%|███▋      | 2441/6612 [12:32<20:28,  3.40it/s]
 37%|███▋      | 2442/6612 [12:33<20:24,  3.41it/s]
 37%|███▋      | 2443/6612 [12:33<20:26,  3.40it/s]
 37%|███▋      | 2444/6612 [12:33<20:26,  3.40it/s]
 37%|███▋      | 2445/6612 [12:34<20:26,  3.40it/s]
 37%|███▋      | 2446/6612 [12:34<20:28,  3.39it/s]
 37%|███▋      | 2447/6612 [12:34<20:28,  3.39it/s]
 37%|███▋      | 2448/6612 [12:34<20:31,  3.38it/s]
 37%|███▋      | 2449/6612 [12:35<20:28,  3.39it/s]
 37%|███▋      | 2450/6612 [12:35<20:25,  3.40it/s]
 37%|███▋      | 2451/6612 [12:35<20:24,  3.40it/s]
 37%|███▋      | 2452/6612 [12:36<20:24,  3.40it/s]
 37%|███▋      | 2453/6612 [12:36<20:24,  3.40it/s]
 37%|███▋      | 2454/6612 [12:36<20:23,  3.40it/s]
 37%|███▋      | 2455/6612 [12:37<20:20,  3.41it/s]
 37%|███▋      | 2456/6612 [12:37<20:22,  3.40it/s]
 37%|███▋      | 2457/6612 [12:37<20:24,  3.39it/s]
 37%|███▋      | 2458/6612 [12:37<20:23,  3.40it/s]
 37%|███▋      | 2459/6612 [12:38<20:23,  3.39it/s]
 37%|███▋      | 2460/6612 [12:38<20:24,  3.39it/s]
 37%|███▋      | 2461/6612 [12:38<23:18,  2.97it/s]
 37%|███▋      | 2462/6612 [12:39<23:04,  3.00it/s]
 37%|███▋      | 2463/6612 [12:39<22:14,  3.11it/s]
 37%|███▋      | 2464/6612 [12:39<21:39,  3.19it/s]
 37%|███▋      | 2465/6612 [12:40<21:17,  3.25it/s]
 37%|███▋      | 2466/6612 [12:40<20:59,  3.29it/s]
 37%|███▋      | 2467/6612 [12:40<20:46,  3.32it/s]
 37%|███▋      | 2468/6612 [12:41<20:37,  3.35it/s]
 37%|███▋      | 2469/6612 [12:41<20:32,  3.36it/s]
 37%|███▋      | 2470/6612 [12:41<20:29,  3.37it/s]
 37%|███▋      | 2471/6612 [12:41<20:25,  3.38it/s]
 37%|███▋      | 2472/6612 [12:42<20:24,  3.38it/s]
 37%|███▋      | 2473/6612 [12:42<20:22,  3.39it/s]
 37%|███▋      | 2474/6612 [12:42<20:21,  3.39it/s]
 37%|███▋      | 2475/6612 [12:43<20:20,  3.39it/s]
 37%|███▋      | 2476/6612 [12:43<20:19,  3.39it/s]
 37%|███▋      | 2477/6612 [12:43<22:31,  3.06it/s]
 37%|███▋      | 2478/6612 [12:44<23:12,  2.97it/s]
 37%|███▋      | 2479/6612 [12:44<22:19,  3.09it/s]
 38%|███▊      | 2480/6612 [12:44<21:42,  3.17it/s]
 38%|███▊      | 2481/6612 [12:45<21:18,  3.23it/s]
 38%|███▊      | 2482/6612 [12:45<20:59,  3.28it/s]
 38%|███▊      | 2483/6612 [12:45<20:46,  3.31it/s]
 38%|███▊      | 2484/6612 [12:45<20:33,  3.35it/s]
 38%|███▊      | 2485/6612 [12:46<20:27,  3.36it/s]
 38%|███▊      | 2486/6612 [12:46<20:24,  3.37it/s]
 38%|███▊      | 2487/6612 [12:46<20:22,  3.37it/s]
 38%|███▊      | 2488/6612 [12:47<20:19,  3.38it/s]
 38%|███▊      | 2489/6612 [12:47<20:17,  3.39it/s]
 38%|███▊      | 2490/6612 [12:47<20:18,  3.38it/s]
 38%|███▊      | 2491/6612 [12:47<20:18,  3.38it/s]
 38%|███▊      | 2492/6612 [12:48<20:19,  3.38it/s]
 38%|███▊      | 2493/6612 [12:48<20:16,  3.39it/s]
 38%|███▊      | 2494/6612 [12:48<20:12,  3.39it/s]
 38%|███▊      | 2495/6612 [12:49<20:07,  3.41it/s]
 38%|███▊      | 2496/6612 [12:49<20:09,  3.40it/s]
 38%|███▊      | 2497/6612 [12:49<20:11,  3.40it/s]
 38%|███▊      | 2498/6612 [12:50<20:11,  3.40it/s]
 38%|███▊      | 2499/6612 [12:50<20:14,  3.39it/s]
 38%|███▊      | 2500/6612 [12:50<20:13,  3.39it/s]
                                                   

 38%|███▊      | 2500/6612 [12:50<20:13,  3.39it/s]
 38%|███▊      | 2501/6612 [12:50<20:37,  3.32it/s]
 38%|███▊      | 2502/6612 [12:51<20:27,  3.35it/s]
 38%|███▊      | 2503/6612 [12:51<20:21,  3.36it/s]
 38%|███▊      | 2504/6612 [12:51<20:21,  3.36it/s]
 38%|███▊      | 2505/6612 [12:52<20:17,  3.37it/s]
 38%|███▊      | 2506/6612 [12:52<20:13,  3.38it/s]
 38%|███▊      | 2507/6612 [12:52<20:12,  3.39it/s]
 38%|███▊      | 2508/6612 [12:53<20:11,  3.39it/s]
 38%|███▊      | 2509/6612 [12:53<20:13,  3.38it/s]
 38%|███▊      | 2510/6612 [12:53<20:12,  3.38it/s]
 38%|███▊      | 2511/6612 [12:53<20:10,  3.39it/s]
 38%|███▊      | 2512/6612 [12:54<20:05,  3.40it/s]
 38%|███▊      | 2513/6612 [12:54<20:06,  3.40it/s]
 38%|███▊      | 2514/6612 [12:54<20:08,  3.39it/s]
 38%|███▊      | 2515/6612 [12:55<20:06,  3.39it/s]
 38%|███▊      | 2516/6612 [12:55<20:07,  3.39it/s]
 38%|███▊      | 2517/6612 [12:55<20:05,  3.40it/s]
 38%|███▊      | 2518/6612 [12:55<20:07,  3.39it/s]
 38%|███▊      | 2519/6612 [12:56<20:05,  3.39it/s]
 38%|███▊      | 2520/6612 [12:56<20:05,  3.39it/s]
 38%|███▊      | 2521/6612 [12:56<20:04,  3.40it/s]
 38%|███▊      | 2522/6612 [12:57<20:05,  3.39it/s]
 38%|███▊      | 2523/6612 [12:57<20:05,  3.39it/s]
 38%|███▊      | 2524/6612 [12:57<20:05,  3.39it/s]
 38%|███▊      | 2525/6612 [12:58<20:04,  3.39it/s]
 38%|███▊      | 2526/6612 [12:58<20:04,  3.39it/s]
 38%|███▊      | 2527/6612 [12:58<20:06,  3.39it/s]
 38%|███▊      | 2528/6612 [12:58<20:05,  3.39it/s]
 38%|███▊      | 2529/6612 [12:59<20:04,  3.39it/s]
 38%|███▊      | 2530/6612 [12:59<20:04,  3.39it/s]
 38%|███▊      | 2531/6612 [12:59<20:01,  3.40it/s]
 38%|███▊      | 2532/6612 [13:00<20:05,  3.38it/s]
 38%|███▊      | 2533/6612 [13:00<20:05,  3.38it/s]
 38%|███▊      | 2534/6612 [13:00<20:03,  3.39it/s]
 38%|███▊      | 2535/6612 [13:00<20:01,  3.39it/s]
 38%|███▊      | 2536/6612 [13:01<20:02,  3.39it/s]
 38%|███▊      | 2537/6612 [13:01<20:05,  3.38it/s]
 38%|███▊      | 2538/6612 [13:01<20:04,  3.38it/s]
 38%|███▊      | 2539/6612 [13:02<20:01,  3.39it/s]
 38%|███▊      | 2540/6612 [13:02<19:57,  3.40it/s]
 38%|███▊      | 2541/6612 [13:02<19:58,  3.40it/s]
 38%|███▊      | 2542/6612 [13:03<19:59,  3.39it/s]
 38%|███▊      | 2543/6612 [13:03<19:58,  3.40it/s]
 38%|███▊      | 2544/6612 [13:03<19:57,  3.40it/s]
 38%|███▊      | 2545/6612 [13:04<22:25,  3.02it/s]
 39%|███▊      | 2546/6612 [13:04<22:47,  2.97it/s]
 39%|███▊      | 2547/6612 [13:04<21:56,  3.09it/s]
 39%|███▊      | 2548/6612 [13:04<21:22,  3.17it/s]
 39%|███▊      | 2549/6612 [13:05<20:56,  3.23it/s]
 39%|███▊      | 2550/6612 [13:05<20:38,  3.28it/s]
 39%|███▊      | 2551/6612 [13:05<20:24,  3.32it/s]
 39%|███▊      | 2552/6612 [13:06<20:15,  3.34it/s]
 39%|███▊      | 2553/6612 [13:06<20:11,  3.35it/s]
 39%|███▊      | 2554/6612 [13:06<20:06,  3.36it/s]
 39%|███▊      | 2555/6612 [13:07<20:03,  3.37it/s]
 39%|███▊      | 2556/6612 [13:07<19:59,  3.38it/s]
 39%|███▊      | 2557/6612 [13:07<19:58,  3.38it/s]
 39%|███▊      | 2558/6612 [13:07<19:57,  3.39it/s]
 39%|███▊      | 2559/6612 [13:08<19:55,  3.39it/s]
 39%|███▊      | 2560/6612 [13:08<19:54,  3.39it/s]
 39%|███▊      | 2561/6612 [13:08<21:54,  3.08it/s]
 39%|███▊      | 2562/6612 [13:09<22:43,  2.97it/s]
 39%|███▉      | 2563/6612 [13:09<21:54,  3.08it/s]
 39%|███▉      | 2564/6612 [13:09<21:17,  3.17it/s]
 39%|███▉      | 2565/6612 [13:10<20:53,  3.23it/s]
 39%|███▉      | 2566/6612 [13:10<20:33,  3.28it/s]
 39%|███▉      | 2567/6612 [13:10<20:21,  3.31it/s]
 39%|███▉      | 2568/6612 [13:11<20:11,  3.34it/s]
 39%|███▉      | 2569/6612 [13:11<20:07,  3.35it/s]
 39%|███▉      | 2570/6612 [13:11<20:03,  3.36it/s]
 39%|███▉      | 2571/6612 [13:11<19:59,  3.37it/s]
 39%|███▉      | 2572/6612 [13:12<19:55,  3.38it/s]
 39%|███▉      | 2573/6612 [13:12<19:53,  3.38it/s]
 39%|███▉      | 2574/6612 [13:12<19:50,  3.39it/s]
 39%|███▉      | 2575/6612 [13:13<19:49,  3.39it/s]
 39%|███▉      | 2576/6612 [13:13<19:49,  3.39it/s]
 39%|███▉      | 2577/6612 [13:13<20:04,  3.35it/s]
 39%|███▉      | 2578/6612 [13:14<22:34,  2.98it/s]
 39%|███▉      | 2579/6612 [13:14<22:22,  3.00it/s]
 39%|███▉      | 2580/6612 [13:14<21:36,  3.11it/s]
 39%|███▉      | 2581/6612 [13:15<21:02,  3.19it/s]
 39%|███▉      | 2582/6612 [13:15<20:42,  3.24it/s]
 39%|███▉      | 2583/6612 [13:15<20:25,  3.29it/s]
 39%|███▉      | 2584/6612 [13:15<20:12,  3.32it/s]
 39%|███▉      | 2585/6612 [13:16<20:04,  3.34it/s]
 39%|███▉      | 2586/6612 [13:16<19:59,  3.36it/s]
 39%|███▉      | 2587/6612 [13:16<19:59,  3.36it/s]
 39%|███▉      | 2588/6612 [13:17<19:57,  3.36it/s]
 39%|███▉      | 2589/6612 [13:17<19:52,  3.37it/s]
 39%|███▉      | 2590/6612 [13:17<19:46,  3.39it/s]
 39%|███▉      | 2591/6612 [13:17<19:44,  3.40it/s]
 39%|███▉      | 2592/6612 [13:18<19:43,  3.40it/s]
 39%|███▉      | 2593/6612 [13:18<19:43,  3.39it/s]
 39%|███▉      | 2594/6612 [13:18<22:10,  3.02it/s]
 39%|███▉      | 2595/6612 [13:19<22:35,  2.96it/s]
 39%|███▉      | 2596/6612 [13:19<21:43,  3.08it/s]
 39%|███▉      | 2597/6612 [13:19<21:06,  3.17it/s]
 39%|███▉      | 2598/6612 [13:20<20:41,  3.23it/s]
 39%|███▉      | 2599/6612 [13:20<20:23,  3.28it/s]
 39%|███▉      | 2600/6612 [13:20<20:09,  3.32it/s]
                                                   

 39%|███▉      | 2600/6612 [13:20<20:09,  3.32it/s]
 39%|███▉      | 2601/6612 [13:21<20:23,  3.28it/s]
 39%|███▉      | 2602/6612 [13:21<20:16,  3.30it/s]
 39%|███▉      | 2603/6612 [13:21<20:05,  3.33it/s]
 39%|███▉      | 2604/6612 [13:22<19:57,  3.35it/s]
 39%|███▉      | 2605/6612 [13:22<19:51,  3.36it/s]
 39%|███▉      | 2606/6612 [13:22<19:51,  3.36it/s]
 39%|███▉      | 2607/6612 [13:22<19:49,  3.37it/s]
 39%|███▉      | 2608/6612 [13:23<19:46,  3.38it/s]
 39%|███▉      | 2609/6612 [13:23<19:41,  3.39it/s]
 39%|███▉      | 2610/6612 [13:23<19:39,  3.39it/s]
 39%|███▉      | 2611/6612 [13:24<19:40,  3.39it/s]
 40%|███▉      | 2612/6612 [13:24<19:38,  3.39it/s]
 40%|███▉      | 2613/6612 [13:24<19:39,  3.39it/s]
 40%|███▉      | 2614/6612 [13:24<19:36,  3.40it/s]
 40%|███▉      | 2615/6612 [13:25<19:37,  3.39it/s]
 40%|███▉      | 2616/6612 [13:25<19:35,  3.40it/s]
 40%|███▉      | 2617/6612 [13:25<19:35,  3.40it/s]
 40%|███▉      | 2618/6612 [13:26<19:34,  3.40it/s]
 40%|███▉      | 2619/6612 [13:26<19:34,  3.40it/s]
 40%|███▉      | 2620/6612 [13:26<19:35,  3.39it/s]
 40%|███▉      | 2621/6612 [13:27<19:34,  3.40it/s]
 40%|███▉      | 2622/6612 [13:27<19:33,  3.40it/s]
 40%|███▉      | 2623/6612 [13:27<19:34,  3.40it/s]
 40%|███▉      | 2624/6612 [13:27<19:33,  3.40it/s]
 40%|███▉      | 2625/6612 [13:28<19:33,  3.40it/s]
 40%|███▉      | 2626/6612 [13:28<19:33,  3.40it/s]
 40%|███▉      | 2627/6612 [13:28<19:32,  3.40it/s]
 40%|███▉      | 2628/6612 [13:29<19:35,  3.39it/s]
 40%|███▉      | 2629/6612 [13:29<19:32,  3.40it/s]
 40%|███▉      | 2630/6612 [13:29<19:33,  3.39it/s]
 40%|███▉      | 2631/6612 [13:29<19:32,  3.39it/s]
 40%|███▉      | 2632/6612 [13:30<19:33,  3.39it/s]
 40%|███▉      | 2633/6612 [13:30<19:32,  3.39it/s]
 40%|███▉      | 2634/6612 [13:30<19:31,  3.40it/s]
 40%|███▉      | 2635/6612 [13:31<19:34,  3.39it/s]
 40%|███▉      | 2636/6612 [13:31<19:33,  3.39it/s]
 40%|███▉      | 2637/6612 [13:31<19:32,  3.39it/s]
 40%|███▉      | 2638/6612 [13:32<19:31,  3.39it/s]
 40%|███▉      | 2639/6612 [13:32<19:28,  3.40it/s]
 40%|███▉      | 2640/6612 [13:32<19:32,  3.39it/s]
 40%|███▉      | 2641/6612 [13:32<19:30,  3.39it/s]
 40%|███▉      | 2642/6612 [13:33<19:29,  3.39it/s]
 40%|███▉      | 2643/6612 [13:33<19:30,  3.39it/s]
 40%|███▉      | 2644/6612 [13:33<19:30,  3.39it/s]
 40%|████      | 2645/6612 [13:34<19:29,  3.39it/s]
 40%|████      | 2646/6612 [13:34<19:28,  3.39it/s]
 40%|████      | 2647/6612 [13:34<21:52,  3.02it/s]
 40%|████      | 2648/6612 [13:35<22:16,  2.97it/s]
 40%|████      | 2649/6612 [13:35<21:28,  3.08it/s]
 40%|████      | 2650/6612 [13:35<20:49,  3.17it/s]
 40%|████      | 2651/6612 [13:36<20:25,  3.23it/s]
 40%|████      | 2652/6612 [13:36<20:06,  3.28it/s]
 40%|████      | 2653/6612 [13:36<19:55,  3.31it/s]
 40%|████      | 2654/6612 [13:36<19:45,  3.34it/s]
 40%|████      | 2655/6612 [13:37<19:40,  3.35it/s]
 40%|████      | 2656/6612 [13:37<19:36,  3.36it/s]
 40%|████      | 2657/6612 [13:37<19:32,  3.37it/s]
 40%|████      | 2658/6612 [13:38<19:30,  3.38it/s]
 40%|████      | 2659/6612 [13:38<19:27,  3.39it/s]
 40%|████      | 2660/6612 [13:38<19:23,  3.40it/s]
 40%|████      | 2661/6612 [13:38<19:24,  3.39it/s]
 40%|████      | 2662/6612 [13:39<19:24,  3.39it/s]
 40%|████      | 2663/6612 [13:39<20:56,  3.14it/s]
 40%|████      | 2664/6612 [13:40<21:32,  3.06it/s]
 40%|████      | 2665/6612 [13:40<20:52,  3.15it/s]
 40%|████      | 2666/6612 [13:40<20:26,  3.22it/s]
 40%|████      | 2667/6612 [13:40<20:06,  3.27it/s]
 40%|████      | 2668/6612 [13:41<19:51,  3.31it/s]
 40%|████      | 2669/6612 [13:41<19:40,  3.34it/s]
 40%|████      | 2670/6612 [13:41<19:33,  3.36it/s]
 40%|████      | 2671/6612 [13:42<19:31,  3.36it/s]
 40%|████      | 2672/6612 [13:42<19:28,  3.37it/s]
 40%|████      | 2673/6612 [13:42<19:25,  3.38it/s]
 40%|████      | 2674/6612 [13:42<19:22,  3.39it/s]
 40%|████      | 2675/6612 [13:43<19:22,  3.39it/s]
 40%|████      | 2676/6612 [13:43<19:22,  3.39it/s]
 40%|████      | 2677/6612 [13:43<19:21,  3.39it/s]
 41%|████      | 2678/6612 [13:44<19:19,  3.39it/s]
 41%|████      | 2679/6612 [13:44<19:14,  3.41it/s]
 41%|████      | 2680/6612 [13:44<21:49,  3.00it/s]
 41%|████      | 2681/6612 [13:45<21:57,  2.98it/s]
 41%|████      | 2682/6612 [13:45<21:08,  3.10it/s]
 41%|████      | 2683/6612 [13:45<20:37,  3.17it/s]
 41%|████      | 2684/6612 [13:46<20:11,  3.24it/s]
 41%|████      | 2685/6612 [13:46<19:55,  3.28it/s]
 41%|████      | 2686/6612 [13:46<19:42,  3.32it/s]
 41%|████      | 2687/6612 [13:46<19:37,  3.33it/s]
 41%|████      | 2688/6612 [13:47<19:30,  3.35it/s]
 41%|████      | 2689/6612 [13:47<19:26,  3.36it/s]
 41%|████      | 2690/6612 [13:47<19:22,  3.37it/s]
 41%|████      | 2691/6612 [13:48<19:21,  3.38it/s]
 41%|████      | 2692/6612 [13:48<19:21,  3.38it/s]
 41%|████      | 2693/6612 [13:48<19:19,  3.38it/s]
 41%|████      | 2694/6612 [13:49<19:16,  3.39it/s]
 41%|████      | 2695/6612 [13:49<19:17,  3.38it/s]
 41%|████      | 2696/6612 [13:49<21:25,  3.05it/s]
 41%|████      | 2697/6612 [13:50<21:40,  3.01it/s]
 41%|████      | 2698/6612 [13:50<20:54,  3.12it/s]
 41%|████      | 2699/6612 [13:50<20:25,  3.19it/s]
 41%|████      | 2700/6612 [13:50<20:03,  3.25it/s]
                                                   

 41%|████      | 2700/6612 [13:50<20:03,  3.25it/s]
 41%|████      | 2701/6612 [13:51<20:12,  3.23it/s]
 41%|████      | 2702/6612 [13:51<19:52,  3.28it/s]
 41%|████      | 2703/6612 [13:51<19:40,  3.31it/s]
 41%|████      | 2704/6612 [13:52<19:31,  3.34it/s]
 41%|████      | 2705/6612 [13:52<19:24,  3.35it/s]
 41%|████      | 2706/6612 [13:52<19:19,  3.37it/s]
 41%|████      | 2707/6612 [13:53<19:16,  3.38it/s]
 41%|████      | 2708/6612 [13:53<19:09,  3.40it/s]
 41%|████      | 2709/6612 [13:53<19:10,  3.39it/s]
 41%|████      | 2710/6612 [13:53<19:09,  3.40it/s]
 41%|████      | 2711/6612 [13:54<19:08,  3.40it/s]
 41%|████      | 2712/6612 [13:54<19:08,  3.40it/s]
 41%|████      | 2713/6612 [13:54<19:09,  3.39it/s]
 41%|████      | 2714/6612 [13:55<19:09,  3.39it/s]
 41%|████      | 2715/6612 [13:55<19:10,  3.39it/s]
 41%|████      | 2716/6612 [13:55<19:09,  3.39it/s]
 41%|████      | 2717/6612 [13:55<19:08,  3.39it/s]
 41%|████      | 2718/6612 [13:56<19:09,  3.39it/s]
 41%|████      | 2719/6612 [13:56<19:08,  3.39it/s]
 41%|████      | 2720/6612 [13:56<19:08,  3.39it/s]
 41%|████      | 2721/6612 [13:57<19:01,  3.41it/s]
 41%|████      | 2722/6612 [13:57<19:02,  3.41it/s]
 41%|████      | 2723/6612 [13:57<19:02,  3.40it/s]
 41%|████      | 2724/6612 [13:58<19:03,  3.40it/s]
 41%|████      | 2725/6612 [13:58<19:03,  3.40it/s]
 41%|████      | 2726/6612 [13:58<19:03,  3.40it/s]
 41%|████      | 2727/6612 [13:58<19:02,  3.40it/s]
 41%|████▏     | 2728/6612 [13:59<19:02,  3.40it/s]
 41%|████▏     | 2729/6612 [13:59<19:02,  3.40it/s]
 41%|████▏     | 2730/6612 [13:59<19:03,  3.39it/s]
 41%|████▏     | 2731/6612 [14:00<19:03,  3.39it/s]
 41%|████▏     | 2732/6612 [14:00<19:04,  3.39it/s]
 41%|████▏     | 2733/6612 [14:00<19:04,  3.39it/s]
 41%|████▏     | 2734/6612 [14:00<19:04,  3.39it/s]
 41%|████▏     | 2735/6612 [14:01<19:03,  3.39it/s]
 41%|████▏     | 2736/6612 [14:01<19:04,  3.39it/s]
 41%|████▏     | 2737/6612 [14:01<19:01,  3.40it/s]
 41%|████▏     | 2738/6612 [14:02<19:07,  3.38it/s]
 41%|████▏     | 2739/6612 [14:02<19:02,  3.39it/s]
 41%|████▏     | 2740/6612 [14:02<19:00,  3.39it/s]
 41%|████▏     | 2741/6612 [14:03<18:58,  3.40it/s]
 41%|████▏     | 2742/6612 [14:03<19:02,  3.39it/s]
 41%|████▏     | 2743/6612 [14:03<19:00,  3.39it/s]
 42%|████▏     | 2744/6612 [14:03<19:00,  3.39it/s]
 42%|████▏     | 2745/6612 [14:04<18:57,  3.40it/s]
 42%|████▏     | 2746/6612 [14:04<18:57,  3.40it/s]
 42%|████▏     | 2747/6612 [14:04<18:58,  3.39it/s]
 42%|████▏     | 2748/6612 [14:05<18:57,  3.40it/s]
 42%|████▏     | 2749/6612 [14:05<18:58,  3.39it/s]
 42%|████▏     | 2750/6612 [14:05<18:57,  3.39it/s]
 42%|████▏     | 2751/6612 [14:05<18:58,  3.39it/s]
 42%|████▏     | 2752/6612 [14:06<18:58,  3.39it/s]
 42%|████▏     | 2753/6612 [14:06<18:57,  3.39it/s]
 42%|████▏     | 2754/6612 [14:06<18:56,  3.39it/s]
 42%|████▏     | 2755/6612 [14:07<16:58,  3.79it/s]{'eval_avg_acc': 0.650153217568948, 'eval_avg_precision': 0.6235785279942225, 'eval_avg_recall': 0.650153217568948, 'eval_avg_f1': 0.6045279809639641, 'eval_main_acc': 0.7017364657814096, 'eval_main_precision': 0.6835274939889325, 'eval_main_recall': 0.7017364657814096, 'eval_main_f1': 0.677158754335614, 'eval_sub_acc': 0.557711950970378, 'eval_sub_precision': 0.5514001841278902, 'eval_sub_recall': 0.557711950970378, 'eval_sub_f1': 0.5357560380365255, 'eval_interv_acc': 0.6680286006128703, 'eval_interv_precision': 0.6294673782625979, 'eval_interv_recall': 0.6680286006128703, 'eval_interv_f1': 0.6340470144489287, 'eval_priority_acc': 0.6731358529111338, 'eval_priority_precision': 0.6299190555974699, 'eval_priority_recall': 0.6731358529111338, 'eval_priority_f1': 0.5711501170347884, 'eval_runtime': 5.3015, 'eval_samples_per_second': 184.663, 'eval_steps_per_second': 11.695, 'epoch': 4.0}
{'loss': 3.6583, 'grad_norm': 18.745590209960938, 'learning_rate': 1.3045977011494253e-05, 'epoch': 4.17}
{'loss': 3.5101, 'grad_norm': 17.996885299682617, 'learning_rate': 1.2743496672716274e-05, 'epoch': 4.36}
{'loss': 3.4709, 'grad_norm': 11.155234336853027, 'learning_rate': 1.2441016333938296e-05, 'epoch': 4.54}
{'loss': 3.5256, 'grad_norm': 29.35911750793457, 'learning_rate': 1.2138535995160317e-05, 'epoch': 4.72}
{'loss': 3.4761, 'grad_norm': 14.842729568481445, 'learning_rate': 1.1836055656382336e-05, 'epoch': 4.9}


  0%|          | 0/62 [00:00<?, ?it/s]

  5%|▍         | 3/62 [00:00<00:03, 17.45it/s]

  8%|▊         | 5/62 [00:00<00:04, 14.04it/s]

 11%|█▏        | 7/62 [00:00<00:04, 12.94it/s]

 15%|█▍        | 9/62 [00:00<00:04, 12.43it/s]

 18%|█▊        | 11/62 [00:00<00:04, 12.13it/s]

 21%|██        | 13/62 [00:01<00:04, 11.95it/s]

 24%|██▍       | 15/62 [00:01<00:03, 11.85it/s]

 27%|██▋       | 17/62 [00:01<00:03, 11.77it/s]

 31%|███       | 19/62 [00:01<00:03, 11.70it/s]

 34%|███▍      | 21/62 [00:01<00:04,  9.65it/s]

 37%|███▋      | 23/62 [00:02<00:04,  9.72it/s]

 40%|████      | 25/62 [00:02<00:03, 10.23it/s]

 44%|████▎     | 27/62 [00:02<00:03, 10.62it/s]

 47%|████▋     | 29/62 [00:02<00:03, 10.90it/s]

 50%|█████     | 31/62 [00:02<00:02, 11.11it/s]

 53%|█████▎    | 33/62 [00:02<00:02, 11.24it/s]

 56%|█████▋    | 35/62 [00:03<00:02, 11.34it/s]

 60%|█████▉    | 37/62 [00:03<00:02, 11.43it/s]

 63%|██████▎   | 39/62 [00:03<00:02, 11.48it/s]

 66%|██████▌   | 41/62 [00:03<00:01, 11.53it/s]

 69%|██████▉   | 43/62 [00:03<00:01, 11.56it/s]

 73%|███████▎  | 45/62 [00:03<00:01, 11.57it/s]

 76%|███████▌  | 47/62 [00:04<00:01, 11.59it/s]

 79%|███████▉  | 49/62 [00:04<00:01, 11.59it/s]

 82%|████████▏ | 51/62 [00:04<00:00, 11.60it/s]

 85%|████████▌ | 53/62 [00:04<00:00, 11.61it/s]

 89%|████████▊ | 55/62 [00:04<00:00, 11.61it/s]

 92%|█████████▏| 57/62 [00:04<00:00, 11.61it/s]

 95%|█████████▌| 59/62 [00:05<00:00, 11.61it/s]

 98%|█████████▊| 61/62 [00:05<00:00, 11.62it/s]
                                                   

                                               

 42%|████▏     | 2755/6612 [14:12<16:58,  3.79it/s]

100%|██████████| 62/62 [00:05<00:00, 11.62it/s]

                                               
 42%|████▏     | 2756/6612 [14:13<2:11:32,  2.05s/it]
 42%|████▏     | 2757/6612 [14:13<1:37:44,  1.52s/it]
 42%|████▏     | 2758/6612 [14:13<1:14:04,  1.15s/it]
 42%|████▏     | 2759/6612 [14:14<57:32,  1.12it/s]  
 42%|████▏     | 2760/6612 [14:14<45:55,  1.40it/s]
 42%|████▏     | 2761/6612 [14:14<37:52,  1.69it/s]
 42%|████▏     | 2762/6612 [14:15<32:11,  1.99it/s]
 42%|████▏     | 2763/6612 [14:15<28:10,  2.28it/s]
 42%|████▏     | 2764/6612 [14:15<25:22,  2.53it/s]
 42%|████▏     | 2765/6612 [14:15<23:26,  2.74it/s]
 42%|████▏     | 2766/6612 [14:16<22:04,  2.90it/s]
 42%|████▏     | 2767/6612 [14:16<21:06,  3.04it/s]
 42%|████▏     | 2768/6612 [14:16<20:25,  3.14it/s]
 42%|████▏     | 2769/6612 [14:17<19:56,  3.21it/s]
 42%|████▏     | 2770/6612 [14:17<19:37,  3.26it/s]
 42%|████▏     | 2771/6612 [14:17<19:23,  3.30it/s]
 42%|████▏     | 2772/6612 [14:17<19:14,  3.33it/s]
 42%|████▏     | 2773/6612 [14:18<19:05,  3.35it/s]
 42%|████▏     | 2774/6612 [14:18<19:00,  3.37it/s]
 42%|████▏     | 2775/6612 [14:18<18:59,  3.37it/s]
 42%|████▏     | 2776/6612 [14:19<18:56,  3.38it/s]
 42%|████▏     | 2777/6612 [14:19<18:54,  3.38it/s]
 42%|████▏     | 2778/6612 [14:19<18:52,  3.39it/s]
 42%|████▏     | 2779/6612 [14:20<18:51,  3.39it/s]
 42%|████▏     | 2780/6612 [14:20<18:52,  3.38it/s]
 42%|████▏     | 2781/6612 [14:20<18:52,  3.38it/s]
 42%|████▏     | 2782/6612 [14:20<18:50,  3.39it/s]
 42%|████▏     | 2783/6612 [14:21<18:43,  3.41it/s]
 42%|████▏     | 2784/6612 [14:21<18:46,  3.40it/s]
 42%|████▏     | 2785/6612 [14:21<18:45,  3.40it/s]
 42%|████▏     | 2786/6612 [14:22<18:47,  3.39it/s]
 42%|████▏     | 2787/6612 [14:22<18:46,  3.40it/s]
 42%|████▏     | 2788/6612 [14:22<18:46,  3.40it/s]
 42%|████▏     | 2789/6612 [14:22<18:46,  3.40it/s]
 42%|████▏     | 2790/6612 [14:23<18:45,  3.39it/s]
 42%|████▏     | 2791/6612 [14:23<18:44,  3.40it/s]
 42%|████▏     | 2792/6612 [14:23<18:44,  3.40it/s]
 42%|████▏     | 2793/6612 [14:24<20:40,  3.08it/s]
 42%|████▏     | 2794/6612 [14:24<21:24,  2.97it/s]
 42%|████▏     | 2795/6612 [14:24<20:42,  3.07it/s]
 42%|████▏     | 2796/6612 [14:25<20:07,  3.16it/s]
 42%|████▏     | 2797/6612 [14:25<19:42,  3.23it/s]
 42%|████▏     | 2798/6612 [14:25<19:23,  3.28it/s]
 42%|████▏     | 2799/6612 [14:26<19:12,  3.31it/s]
 42%|████▏     | 2800/6612 [14:26<19:02,  3.34it/s]
                                                   

 42%|████▏     | 2800/6612 [14:26<19:02,  3.34it/s]
 42%|████▏     | 2801/6612 [14:26<19:18,  3.29it/s]
 42%|████▏     | 2802/6612 [14:27<19:07,  3.32it/s]
 42%|████▏     | 2803/6612 [14:27<18:59,  3.34it/s]
 42%|████▏     | 2804/6612 [14:27<18:54,  3.36it/s]
 42%|████▏     | 2805/6612 [14:27<18:54,  3.35it/s]
 42%|████▏     | 2806/6612 [14:28<18:50,  3.37it/s]
 42%|████▏     | 2807/6612 [14:28<18:45,  3.38it/s]
 42%|████▏     | 2808/6612 [14:28<18:44,  3.38it/s]
 42%|████▏     | 2809/6612 [14:29<19:10,  3.30it/s]
 42%|████▏     | 2810/6612 [14:29<21:21,  2.97it/s]
 43%|████▎     | 2811/6612 [14:29<21:02,  3.01it/s]
 43%|████▎     | 2812/6612 [14:30<20:20,  3.11it/s]
 43%|████▎     | 2813/6612 [14:30<19:50,  3.19it/s]
 43%|████▎     | 2814/6612 [14:30<19:29,  3.25it/s]
 43%|████▎     | 2815/6612 [14:31<19:13,  3.29it/s]
 43%|████▎     | 2816/6612 [14:31<19:02,  3.32it/s]
 43%|████▎     | 2817/6612 [14:31<18:54,  3.35it/s]
 43%|████▎     | 2818/6612 [14:31<18:48,  3.36it/s]
 43%|████▎     | 2819/6612 [14:32<18:45,  3.37it/s]
 43%|████▎     | 2820/6612 [14:32<18:42,  3.38it/s]
 43%|████▎     | 2821/6612 [14:32<18:40,  3.38it/s]
 43%|████▎     | 2822/6612 [14:33<18:38,  3.39it/s]
 43%|████▎     | 2823/6612 [14:33<18:37,  3.39it/s]
 43%|████▎     | 2824/6612 [14:33<18:37,  3.39it/s]
 43%|████▎     | 2825/6612 [14:33<18:33,  3.40it/s]
 43%|████▎     | 2826/6612 [14:34<20:59,  3.01it/s]
 43%|████▎     | 2827/6612 [14:34<21:09,  2.98it/s]
 43%|████▎     | 2828/6612 [14:35<20:23,  3.09it/s]
 43%|████▎     | 2829/6612 [14:35<19:52,  3.17it/s]
 43%|████▎     | 2830/6612 [14:35<19:27,  3.24it/s]
 43%|████▎     | 2831/6612 [14:35<19:07,  3.29it/s]
 43%|████▎     | 2832/6612 [14:36<18:57,  3.32it/s]
 43%|████▎     | 2833/6612 [14:36<18:54,  3.33it/s]
 43%|████▎     | 2834/6612 [14:36<18:46,  3.35it/s]
 43%|████▎     | 2835/6612 [14:37<18:42,  3.37it/s]
 43%|████▎     | 2836/6612 [14:37<18:38,  3.38it/s]
 43%|████▎     | 2837/6612 [14:37<18:36,  3.38it/s]
 43%|████▎     | 2838/6612 [14:37<18:35,  3.38it/s]
 43%|████▎     | 2839/6612 [14:38<18:33,  3.39it/s]
 43%|████▎     | 2840/6612 [14:38<18:32,  3.39it/s]
 43%|████▎     | 2841/6612 [14:38<18:30,  3.40it/s]
 43%|████▎     | 2842/6612 [14:39<18:25,  3.41it/s]
 43%|████▎     | 2843/6612 [14:39<18:28,  3.40it/s]
 43%|████▎     | 2844/6612 [14:39<18:27,  3.40it/s]
 43%|████▎     | 2845/6612 [14:40<18:27,  3.40it/s]
 43%|████▎     | 2846/6612 [14:40<18:27,  3.40it/s]
 43%|████▎     | 2847/6612 [14:40<18:27,  3.40it/s]
 43%|████▎     | 2848/6612 [14:40<18:27,  3.40it/s]
 43%|████▎     | 2849/6612 [14:41<18:26,  3.40it/s]
 43%|████▎     | 2850/6612 [14:41<18:27,  3.40it/s]
 43%|████▎     | 2851/6612 [14:41<18:25,  3.40it/s]
 43%|████▎     | 2852/6612 [14:42<18:24,  3.40it/s]
 43%|████▎     | 2853/6612 [14:42<18:26,  3.40it/s]
 43%|████▎     | 2854/6612 [14:42<18:26,  3.39it/s]
 43%|████▎     | 2855/6612 [14:42<18:26,  3.40it/s]
 43%|████▎     | 2856/6612 [14:43<18:26,  3.40it/s]
 43%|████▎     | 2857/6612 [14:43<18:27,  3.39it/s]
 43%|████▎     | 2858/6612 [14:43<18:26,  3.39it/s]
 43%|████▎     | 2859/6612 [14:44<18:25,  3.39it/s]
 43%|████▎     | 2860/6612 [14:44<18:24,  3.40it/s]
 43%|████▎     | 2861/6612 [14:44<18:25,  3.39it/s]
 43%|████▎     | 2862/6612 [14:45<18:23,  3.40it/s]
 43%|████▎     | 2863/6612 [14:45<18:23,  3.40it/s]
 43%|████▎     | 2864/6612 [14:45<18:22,  3.40it/s]
 43%|████▎     | 2865/6612 [14:45<18:22,  3.40it/s]
 43%|████▎     | 2866/6612 [14:46<18:23,  3.40it/s]
 43%|████▎     | 2867/6612 [14:46<18:23,  3.39it/s]
 43%|████▎     | 2868/6612 [14:46<18:23,  3.39it/s]
 43%|████▎     | 2869/6612 [14:47<18:23,  3.39it/s]
 43%|████▎     | 2870/6612 [14:47<18:17,  3.41it/s]
 43%|████▎     | 2871/6612 [14:47<18:18,  3.41it/s]
 43%|████▎     | 2872/6612 [14:47<18:19,  3.40it/s]
 43%|████▎     | 2873/6612 [14:48<18:19,  3.40it/s]
 43%|████▎     | 2874/6612 [14:48<18:19,  3.40it/s]
 43%|████▎     | 2875/6612 [14:48<18:19,  3.40it/s]
 43%|████▎     | 2876/6612 [14:49<18:19,  3.40it/s]
 44%|████▎     | 2877/6612 [14:49<18:19,  3.40it/s]
 44%|████▎     | 2878/6612 [14:49<18:19,  3.40it/s]
 44%|████▎     | 2879/6612 [14:50<18:19,  3.40it/s]
 44%|████▎     | 2880/6612 [14:50<18:19,  3.40it/s]
 44%|████▎     | 2881/6612 [14:50<18:21,  3.39it/s]
 44%|████▎     | 2882/6612 [14:50<18:20,  3.39it/s]
 44%|████▎     | 2883/6612 [14:51<18:21,  3.38it/s]
 44%|████▎     | 2884/6612 [14:51<18:20,  3.39it/s]
 44%|████▎     | 2885/6612 [14:51<18:15,  3.40it/s]
 44%|████▎     | 2886/6612 [14:52<18:16,  3.40it/s]
 44%|████▎     | 2887/6612 [14:52<18:23,  3.38it/s]
 44%|████▎     | 2888/6612 [14:52<18:22,  3.38it/s]
 44%|████▎     | 2889/6612 [14:52<18:19,  3.39it/s]
 44%|████▎     | 2890/6612 [14:53<18:17,  3.39it/s]
 44%|████▎     | 2891/6612 [14:53<18:19,  3.39it/s]
 44%|████▎     | 2892/6612 [14:53<18:17,  3.39it/s]
 44%|████▍     | 2893/6612 [14:54<18:15,  3.39it/s]
 44%|████▍     | 2894/6612 [14:54<18:14,  3.40it/s]
 44%|████▍     | 2895/6612 [14:54<18:15,  3.39it/s]
 44%|████▍     | 2896/6612 [14:55<18:16,  3.39it/s]
 44%|████▍     | 2897/6612 [14:55<18:16,  3.39it/s]
 44%|████▍     | 2898/6612 [14:55<18:16,  3.39it/s]
 44%|████▍     | 2899/6612 [14:55<18:14,  3.39it/s]
 44%|████▍     | 2900/6612 [14:56<18:13,  3.39it/s]
                                                   

 44%|████▍     | 2900/6612 [14:56<18:13,  3.39it/s]
 44%|████▍     | 2901/6612 [14:56<18:34,  3.33it/s]
 44%|████▍     | 2902/6612 [14:56<18:27,  3.35it/s]
 44%|████▍     | 2903/6612 [14:57<18:21,  3.37it/s]
 44%|████▍     | 2904/6612 [14:57<18:20,  3.37it/s]
 44%|████▍     | 2905/6612 [14:57<18:18,  3.37it/s]
 44%|████▍     | 2906/6612 [14:58<18:14,  3.39it/s]
 44%|████▍     | 2907/6612 [14:58<18:09,  3.40it/s]
 44%|████▍     | 2908/6612 [14:58<18:08,  3.40it/s]
 44%|████▍     | 2909/6612 [14:58<18:11,  3.39it/s]
 44%|████▍     | 2910/6612 [14:59<18:10,  3.39it/s]
 44%|████▍     | 2911/6612 [14:59<18:10,  3.40it/s]
 44%|████▍     | 2912/6612 [14:59<18:09,  3.40it/s]
 44%|████▍     | 2913/6612 [15:00<18:11,  3.39it/s]
 44%|████▍     | 2914/6612 [15:00<18:11,  3.39it/s]
 44%|████▍     | 2915/6612 [15:00<18:11,  3.39it/s]
 44%|████▍     | 2916/6612 [15:01<20:44,  2.97it/s]
 44%|████▍     | 2917/6612 [15:01<20:11,  3.05it/s]
 44%|████▍     | 2918/6612 [15:01<19:37,  3.14it/s]
 44%|████▍     | 2919/6612 [15:02<19:10,  3.21it/s]
 44%|████▍     | 2920/6612 [15:02<18:51,  3.26it/s]
 44%|████▍     | 2921/6612 [15:02<18:38,  3.30it/s]
 44%|████▍     | 2922/6612 [15:02<18:31,  3.32it/s]
 44%|████▍     | 2923/6612 [15:03<18:25,  3.34it/s]
 44%|████▍     | 2924/6612 [15:03<18:18,  3.36it/s]
 44%|████▍     | 2925/6612 [15:03<18:14,  3.37it/s]
 44%|████▍     | 2926/6612 [15:04<18:12,  3.38it/s]
 44%|████▍     | 2927/6612 [15:04<18:11,  3.38it/s]
 44%|████▍     | 2928/6612 [15:04<18:08,  3.38it/s]
 44%|████▍     | 2929/6612 [15:04<18:07,  3.39it/s]
 44%|████▍     | 2930/6612 [15:05<18:04,  3.39it/s]
 44%|████▍     | 2931/6612 [15:05<18:05,  3.39it/s]
 44%|████▍     | 2932/6612 [15:05<20:04,  3.06it/s]
 44%|████▍     | 2933/6612 [15:06<19:43,  3.11it/s]
 44%|████▍     | 2934/6612 [15:06<19:12,  3.19it/s]
 44%|████▍     | 2935/6612 [15:06<18:51,  3.25it/s]
 44%|████▍     | 2936/6612 [15:07<18:38,  3.29it/s]
 44%|████▍     | 2937/6612 [15:07<18:30,  3.31it/s]
 44%|████▍     | 2938/6612 [15:07<18:23,  3.33it/s]
 44%|████▍     | 2939/6612 [15:08<18:16,  3.35it/s]
 44%|████▍     | 2940/6612 [15:08<18:10,  3.37it/s]
 44%|████▍     | 2941/6612 [15:08<18:07,  3.37it/s]
 44%|████▍     | 2942/6612 [15:08<18:08,  3.37it/s]
 45%|████▍     | 2943/6612 [15:09<18:05,  3.38it/s]
 45%|████▍     | 2944/6612 [15:09<18:02,  3.39it/s]
 45%|████▍     | 2945/6612 [15:09<18:01,  3.39it/s]
 45%|████▍     | 2946/6612 [15:10<18:01,  3.39it/s]
 45%|████▍     | 2947/6612 [15:10<18:00,  3.39it/s]
 45%|████▍     | 2948/6612 [15:10<18:38,  3.28it/s]
 45%|████▍     | 2949/6612 [15:11<19:46,  3.09it/s]
 45%|████▍     | 2950/6612 [15:11<19:13,  3.17it/s]
 45%|████▍     | 2951/6612 [15:11<18:51,  3.24it/s]
 45%|████▍     | 2952/6612 [15:11<18:35,  3.28it/s]
 45%|████▍     | 2953/6612 [15:12<18:24,  3.31it/s]
 45%|████▍     | 2954/6612 [15:12<18:17,  3.33it/s]
 45%|████▍     | 2955/6612 [15:12<18:11,  3.35it/s]
 45%|████▍     | 2956/6612 [15:13<18:08,  3.36it/s]
 45%|████▍     | 2957/6612 [15:13<18:03,  3.37it/s]
 45%|████▍     | 2958/6612 [15:13<18:02,  3.38it/s]
 45%|████▍     | 2959/6612 [15:14<18:00,  3.38it/s]
 45%|████▍     | 2960/6612 [15:14<17:59,  3.38it/s]
 45%|████▍     | 2961/6612 [15:14<17:58,  3.39it/s]
 45%|████▍     | 2962/6612 [15:14<17:56,  3.39it/s]
 45%|████▍     | 2963/6612 [15:15<18:00,  3.38it/s]
 45%|████▍     | 2964/6612 [15:15<17:58,  3.38it/s]
 45%|████▍     | 2965/6612 [15:15<19:49,  3.06it/s]
 45%|████▍     | 2966/6612 [15:16<19:27,  3.12it/s]
 45%|████▍     | 2967/6612 [15:16<18:58,  3.20it/s]
 45%|████▍     | 2968/6612 [15:16<18:40,  3.25it/s]
 45%|████▍     | 2969/6612 [15:17<18:26,  3.29it/s]
 45%|████▍     | 2970/6612 [15:17<18:16,  3.32it/s]
 45%|████▍     | 2971/6612 [15:17<18:08,  3.35it/s]
 45%|████▍     | 2972/6612 [15:17<18:05,  3.35it/s]
 45%|████▍     | 2973/6612 [15:18<18:01,  3.37it/s]
 45%|████▍     | 2974/6612 [15:18<18:03,  3.36it/s]
 45%|████▍     | 2975/6612 [15:18<17:55,  3.38it/s]
 45%|████▌     | 2976/6612 [15:19<17:53,  3.39it/s]
 45%|████▌     | 2977/6612 [15:19<17:51,  3.39it/s]
 45%|████▌     | 2978/6612 [15:19<17:54,  3.38it/s]
 45%|████▌     | 2979/6612 [15:20<17:51,  3.39it/s]
 45%|████▌     | 2980/6612 [15:20<17:50,  3.39it/s]
 45%|████▌     | 2981/6612 [15:20<17:48,  3.40it/s]
 45%|████▌     | 2982/6612 [15:20<17:47,  3.40it/s]
 45%|████▌     | 2983/6612 [15:21<17:49,  3.39it/s]
 45%|████▌     | 2984/6612 [15:21<17:48,  3.39it/s]
 45%|████▌     | 2985/6612 [15:21<17:48,  3.39it/s]
 45%|████▌     | 2986/6612 [15:22<17:46,  3.40it/s]
 45%|████▌     | 2987/6612 [15:22<17:47,  3.40it/s]
 45%|████▌     | 2988/6612 [15:22<17:47,  3.40it/s]
 45%|████▌     | 2989/6612 [15:22<17:47,  3.39it/s]
 45%|████▌     | 2990/6612 [15:23<17:45,  3.40it/s]
 45%|████▌     | 2991/6612 [15:23<17:45,  3.40it/s]
 45%|████▌     | 2992/6612 [15:23<17:45,  3.40it/s]
 45%|████▌     | 2993/6612 [15:24<17:46,  3.39it/s]
 45%|████▌     | 2994/6612 [15:24<17:45,  3.39it/s]
 45%|████▌     | 2995/6612 [15:24<17:45,  3.39it/s]
 45%|████▌     | 2996/6612 [15:25<17:40,  3.41it/s]
 45%|████▌     | 2997/6612 [15:25<17:41,  3.41it/s]
 45%|████▌     | 2998/6612 [15:25<17:41,  3.40it/s]
 45%|████▌     | 2999/6612 [15:25<17:42,  3.40it/s]
 45%|████▌     | 3000/6612 [15:26<17:43,  3.40it/s]
                                                   

 45%|████▌     | 3000/6612 [15:26<17:43,  3.40it/s]
 45%|████▌     | 3001/6612 [15:26<18:06,  3.32it/s]
 45%|████▌     | 3002/6612 [15:26<18:00,  3.34it/s]
 45%|████▌     | 3003/6612 [15:27<17:54,  3.36it/s]
 45%|████▌     | 3004/6612 [15:27<17:51,  3.37it/s]
 45%|████▌     | 3005/6612 [15:27<17:48,  3.37it/s]
 45%|████▌     | 3006/6612 [15:28<17:47,  3.38it/s]
 45%|████▌     | 3007/6612 [15:28<17:45,  3.38it/s]
 45%|████▌     | 3008/6612 [15:28<17:44,  3.39it/s]
 46%|████▌     | 3009/6612 [15:28<17:41,  3.39it/s]
 46%|████▌     | 3010/6612 [15:29<17:42,  3.39it/s]
 46%|████▌     | 3011/6612 [15:29<19:42,  3.05it/s]
 46%|████▌     | 3012/6612 [15:29<19:05,  3.14it/s]
 46%|████▌     | 3013/6612 [15:30<18:39,  3.21it/s]
 46%|████▌     | 3014/6612 [15:30<18:21,  3.27it/s]
 46%|████▌     | 3015/6612 [15:30<18:10,  3.30it/s]
 46%|████▌     | 3016/6612 [15:31<17:59,  3.33it/s]
 46%|████▌     | 3017/6612 [15:31<17:54,  3.35it/s]
 46%|████▌     | 3018/6612 [15:31<17:50,  3.36it/s]
 46%|████▌     | 3019/6612 [15:31<17:47,  3.37it/s]
 46%|████▌     | 3020/6612 [15:32<17:44,  3.37it/s]
 46%|████▌     | 3021/6612 [15:32<17:43,  3.38it/s]
 46%|████▌     | 3022/6612 [15:32<17:42,  3.38it/s]
 46%|████▌     | 3023/6612 [15:33<17:39,  3.39it/s]
 46%|████▌     | 3024/6612 [15:33<17:37,  3.39it/s]
 46%|████▌     | 3025/6612 [15:33<17:36,  3.39it/s]
 46%|████▌     | 3026/6612 [15:34<17:31,  3.41it/s]
 46%|████▌     | 3027/6612 [15:34<17:33,  3.40it/s]
 46%|████▌     | 3028/6612 [15:34<17:36,  3.39it/s]
 46%|████▌     | 3029/6612 [15:34<17:34,  3.40it/s]
 46%|████▌     | 3030/6612 [15:35<17:35,  3.39it/s]
 46%|████▌     | 3031/6612 [15:35<17:35,  3.39it/s]
 46%|████▌     | 3032/6612 [15:35<17:36,  3.39it/s]
 46%|████▌     | 3033/6612 [15:36<17:35,  3.39it/s]
 46%|████▌     | 3034/6612 [15:36<17:34,  3.39it/s]
 46%|████▌     | 3035/6612 [15:36<17:33,  3.40it/s]
 46%|████▌     | 3036/6612 [15:36<17:35,  3.39it/s]
 46%|████▌     | 3037/6612 [15:37<17:34,  3.39it/s]
 46%|████▌     | 3038/6612 [15:37<17:33,  3.39it/s]
 46%|████▌     | 3039/6612 [15:37<17:31,  3.40it/s]
 46%|████▌     | 3040/6612 [15:38<17:31,  3.40it/s]
 46%|████▌     | 3041/6612 [15:38<17:32,  3.39it/s]
 46%|████▌     | 3042/6612 [15:38<17:32,  3.39it/s]
 46%|████▌     | 3043/6612 [15:39<17:31,  3.39it/s]
 46%|████▌     | 3044/6612 [15:39<17:30,  3.40it/s]
 46%|████▌     | 3045/6612 [15:39<17:30,  3.39it/s]
 46%|████▌     | 3046/6612 [15:39<17:31,  3.39it/s]
 46%|████▌     | 3047/6612 [15:40<17:30,  3.39it/s]
 46%|████▌     | 3048/6612 [15:40<17:30,  3.39it/s]
 46%|████▌     | 3049/6612 [15:40<17:29,  3.39it/s]
 46%|████▌     | 3050/6612 [15:41<17:32,  3.39it/s]
 46%|████▌     | 3051/6612 [15:41<17:30,  3.39it/s]
 46%|████▌     | 3052/6612 [15:41<17:29,  3.39it/s]
 46%|████▌     | 3053/6612 [15:41<17:27,  3.40it/s]
 46%|████▌     | 3054/6612 [15:42<17:21,  3.42it/s]
 46%|████▌     | 3055/6612 [15:42<17:23,  3.41it/s]
 46%|████▌     | 3056/6612 [15:42<17:24,  3.40it/s]
 46%|████▌     | 3057/6612 [15:43<17:24,  3.40it/s]
 46%|████▌     | 3058/6612 [15:43<17:27,  3.39it/s]
 46%|████▋     | 3059/6612 [15:43<17:26,  3.40it/s]
 46%|████▋     | 3060/6612 [15:44<17:31,  3.38it/s]
 46%|████▋     | 3061/6612 [15:44<17:29,  3.38it/s]
 46%|████▋     | 3062/6612 [15:44<17:28,  3.39it/s]
 46%|████▋     | 3063/6612 [15:44<17:28,  3.39it/s]
 46%|████▋     | 3064/6612 [15:45<17:29,  3.38it/s]
 46%|████▋     | 3065/6612 [15:45<17:27,  3.39it/s]
 46%|████▋     | 3066/6612 [15:45<17:27,  3.38it/s]
 46%|████▋     | 3067/6612 [15:46<17:24,  3.39it/s]
 46%|████▋     | 3068/6612 [15:46<17:24,  3.39it/s]
 46%|████▋     | 3069/6612 [15:46<17:24,  3.39it/s]
 46%|████▋     | 3070/6612 [15:46<17:23,  3.40it/s]
 46%|████▋     | 3071/6612 [15:47<17:23,  3.39it/s]
 46%|████▋     | 3072/6612 [15:47<17:22,  3.40it/s]
 46%|████▋     | 3073/6612 [15:47<17:23,  3.39it/s]
 46%|████▋     | 3074/6612 [15:48<17:22,  3.39it/s]
 47%|████▋     | 3075/6612 [15:48<19:38,  3.00it/s]
 47%|████▋     | 3076/6612 [15:48<19:46,  2.98it/s]
 47%|████▋     | 3077/6612 [15:49<19:02,  3.09it/s]
 47%|████▋     | 3078/6612 [15:49<18:31,  3.18it/s]
 47%|████▋     | 3079/6612 [15:49<18:10,  3.24it/s]
 47%|████▋     | 3080/6612 [15:50<17:54,  3.29it/s]
 47%|████▋     | 3081/6612 [15:50<17:47,  3.31it/s]
 47%|████▋     | 3082/6612 [15:50<17:39,  3.33it/s]
 47%|████▋     | 3083/6612 [15:50<17:31,  3.35it/s]
 47%|████▋     | 3084/6612 [15:51<17:28,  3.36it/s]
 47%|████▋     | 3085/6612 [15:51<17:26,  3.37it/s]
 47%|████▋     | 3086/6612 [15:51<17:23,  3.38it/s]
 47%|████▋     | 3087/6612 [15:52<17:21,  3.39it/s]
 47%|████▋     | 3088/6612 [15:52<17:14,  3.41it/s]
 47%|████▋     | 3089/6612 [15:52<17:15,  3.40it/s]
 47%|████▋     | 3090/6612 [15:53<17:17,  3.39it/s]
 47%|████▋     | 3091/6612 [15:53<19:11,  3.06it/s]
 47%|████▋     | 3092/6612 [15:53<19:49,  2.96it/s]
 47%|████▋     | 3093/6612 [15:54<19:03,  3.08it/s]
 47%|████▋     | 3094/6612 [15:54<18:31,  3.16it/s]
 47%|████▋     | 3095/6612 [15:54<18:07,  3.24it/s]
 47%|████▋     | 3096/6612 [15:55<17:53,  3.27it/s]
 47%|████▋     | 3097/6612 [15:55<17:41,  3.31it/s]
 47%|████▋     | 3098/6612 [15:55<17:33,  3.34it/s]
 47%|████▋     | 3099/6612 [15:55<17:26,  3.36it/s]
 47%|████▋     | 3100/6612 [15:56<17:21,  3.37it/s]
                                                   

 47%|████▋     | 3100/6612 [15:56<17:21,  3.37it/s]
 47%|████▋     | 3101/6612 [15:56<17:39,  3.31it/s]
 47%|████▋     | 3102/6612 [15:56<17:31,  3.34it/s]
 47%|████▋     | 3103/6612 [15:57<17:26,  3.35it/s]
 47%|████▋     | 3104/6612 [15:57<17:20,  3.37it/s]
 47%|████▋     | 3105/6612 [15:57<17:18,  3.38it/s]
 47%|████▋     | 3106/6612 [15:57<17:16,  3.38it/s]
 47%|████▋     | 3107/6612 [15:58<17:15,  3.38it/s]
 47%|████▋     | 3108/6612 [15:58<17:13,  3.39it/s]
 47%|████▋     | 3109/6612 [15:58<17:10,  3.40it/s]
 47%|████▋     | 3110/6612 [15:59<17:11,  3.39it/s]
 47%|████▋     | 3111/6612 [15:59<17:16,  3.38it/s]
 47%|████▋     | 3112/6612 [15:59<17:13,  3.39it/s]
 47%|████▋     | 3113/6612 [16:00<17:12,  3.39it/s]
 47%|████▋     | 3114/6612 [16:00<17:10,  3.40it/s]
 47%|████▋     | 3115/6612 [16:00<17:09,  3.40it/s]
 47%|████▋     | 3116/6612 [16:00<17:09,  3.40it/s]
 47%|████▋     | 3117/6612 [16:01<17:08,  3.40it/s]
 47%|████▋     | 3118/6612 [16:01<17:06,  3.40it/s]
 47%|████▋     | 3119/6612 [16:01<17:07,  3.40it/s]
 47%|████▋     | 3120/6612 [16:02<17:06,  3.40it/s]
 47%|████▋     | 3121/6612 [16:02<17:07,  3.40it/s]
 47%|████▋     | 3122/6612 [16:02<17:07,  3.40it/s]
 47%|████▋     | 3123/6612 [16:02<17:06,  3.40it/s]
 47%|████▋     | 3124/6612 [16:03<17:06,  3.40it/s]
 47%|████▋     | 3125/6612 [16:03<17:08,  3.39it/s]
 47%|████▋     | 3126/6612 [16:03<17:11,  3.38it/s]
 47%|████▋     | 3127/6612 [16:04<17:08,  3.39it/s]
 47%|████▋     | 3128/6612 [16:04<17:08,  3.39it/s]
 47%|████▋     | 3129/6612 [16:04<17:07,  3.39it/s]
 47%|████▋     | 3130/6612 [16:05<17:07,  3.39it/s]
 47%|████▋     | 3131/6612 [16:05<17:06,  3.39it/s]
 47%|████▋     | 3132/6612 [16:05<17:05,  3.39it/s]
 47%|████▋     | 3133/6612 [16:05<17:01,  3.41it/s]
 47%|████▋     | 3134/6612 [16:06<17:02,  3.40it/s]
 47%|████▋     | 3135/6612 [16:06<17:05,  3.39it/s]
 47%|████▋     | 3136/6612 [16:06<17:05,  3.39it/s]
 47%|████▋     | 3137/6612 [16:07<17:04,  3.39it/s]
 47%|████▋     | 3138/6612 [16:07<17:03,  3.39it/s]
 47%|████▋     | 3139/6612 [16:07<17:03,  3.39it/s]
 47%|████▋     | 3140/6612 [16:07<17:00,  3.40it/s]
 48%|████▊     | 3141/6612 [16:08<17:01,  3.40it/s]
 48%|████▊     | 3142/6612 [16:08<17:00,  3.40it/s]
 48%|████▊     | 3143/6612 [16:08<17:00,  3.40it/s]
 48%|████▊     | 3144/6612 [16:09<17:02,  3.39it/s]
 48%|████▊     | 3145/6612 [16:09<17:01,  3.39it/s]
 48%|████▊     | 3146/6612 [16:09<17:01,  3.39it/s]
 48%|████▊     | 3147/6612 [16:10<17:01,  3.39it/s]
 48%|████▊     | 3148/6612 [16:10<16:58,  3.40it/s]
 48%|████▊     | 3149/6612 [16:10<17:01,  3.39it/s]
 48%|████▊     | 3150/6612 [16:10<17:01,  3.39it/s]
 48%|████▊     | 3151/6612 [16:11<17:00,  3.39it/s]
 48%|████▊     | 3152/6612 [16:11<17:00,  3.39it/s]
 48%|████▊     | 3153/6612 [16:11<17:02,  3.38it/s]
 48%|████▊     | 3154/6612 [16:12<17:01,  3.39it/s]
 48%|████▊     | 3155/6612 [16:12<17:01,  3.39it/s]
 48%|████▊     | 3156/6612 [16:12<16:59,  3.39it/s]
 48%|████▊     | 3157/6612 [16:12<17:00,  3.39it/s]
 48%|████▊     | 3158/6612 [16:13<17:01,  3.38it/s]
 48%|████▊     | 3159/6612 [16:13<16:59,  3.39it/s]
 48%|████▊     | 3160/6612 [16:13<16:57,  3.39it/s]
 48%|████▊     | 3161/6612 [16:14<16:52,  3.41it/s]
 48%|████▊     | 3162/6612 [16:14<16:52,  3.41it/s]
 48%|████▊     | 3163/6612 [16:14<16:57,  3.39it/s]
 48%|████▊     | 3164/6612 [16:15<16:56,  3.39it/s]
 48%|████▊     | 3165/6612 [16:15<16:57,  3.39it/s]
 48%|████▊     | 3166/6612 [16:15<16:56,  3.39it/s]
 48%|████▊     | 3167/6612 [16:15<16:56,  3.39it/s]
 48%|████▊     | 3168/6612 [16:16<16:55,  3.39it/s]
 48%|████▊     | 3169/6612 [16:16<16:55,  3.39it/s]
 48%|████▊     | 3170/6612 [16:16<16:55,  3.39it/s]
 48%|████▊     | 3171/6612 [16:17<18:38,  3.08it/s]
 48%|████▊     | 3172/6612 [16:17<19:04,  3.01it/s]
 48%|████▊     | 3173/6612 [16:17<18:24,  3.11it/s]
 48%|████▊     | 3174/6612 [16:18<17:57,  3.19it/s]
 48%|████▊     | 3175/6612 [16:18<17:38,  3.25it/s]
 48%|████▊     | 3176/6612 [16:18<17:25,  3.29it/s]
 48%|████▊     | 3177/6612 [16:19<17:14,  3.32it/s]
 48%|████▊     | 3178/6612 [16:19<17:07,  3.34it/s]
 48%|████▊     | 3179/6612 [16:19<17:01,  3.36it/s]
 48%|████▊     | 3180/6612 [16:19<16:57,  3.37it/s]
 48%|████▊     | 3181/6612 [16:20<16:56,  3.38it/s]
 48%|████▊     | 3182/6612 [16:20<16:53,  3.38it/s]
 48%|████▊     | 3183/6612 [16:20<16:52,  3.39it/s]
 48%|████▊     | 3184/6612 [16:21<16:51,  3.39it/s]
 48%|████▊     | 3185/6612 [16:21<16:50,  3.39it/s]
 48%|████▊     | 3186/6612 [16:21<16:50,  3.39it/s]
 48%|████▊     | 3187/6612 [16:21<16:49,  3.39it/s]
 48%|████▊     | 3188/6612 [16:22<19:01,  3.00it/s]
 48%|████▊     | 3189/6612 [16:22<18:20,  3.11it/s]
 48%|████▊     | 3190/6612 [16:23<17:53,  3.19it/s]
 48%|████▊     | 3191/6612 [16:23<17:32,  3.25it/s]
 48%|████▊     | 3192/6612 [16:23<17:19,  3.29it/s]
 48%|████▊     | 3193/6612 [16:23<17:09,  3.32it/s]
 48%|████▊     | 3194/6612 [16:24<17:02,  3.34it/s]
 48%|████▊     | 3195/6612 [16:24<16:57,  3.36it/s]
 48%|████▊     | 3196/6612 [16:24<16:54,  3.37it/s]
 48%|████▊     | 3197/6612 [16:25<16:51,  3.38it/s]
 48%|████▊     | 3198/6612 [16:25<16:48,  3.38it/s]
 48%|████▊     | 3199/6612 [16:25<16:47,  3.39it/s]
 48%|████▊     | 3200/6612 [16:25<16:46,  3.39it/s]
                                                   

 48%|████▊     | 3200/6612 [16:25<16:46,  3.39it/s]
 48%|████▊     | 3201/6612 [16:26<17:06,  3.32it/s]
 48%|████▊     | 3202/6612 [16:26<16:59,  3.34it/s]
 48%|████▊     | 3203/6612 [16:26<16:56,  3.35it/s]
 48%|████▊     | 3204/6612 [16:27<18:41,  3.04it/s]
 48%|████▊     | 3205/6612 [16:27<19:16,  2.94it/s]
 48%|████▊     | 3206/6612 [16:27<18:28,  3.07it/s]
 49%|████▊     | 3207/6612 [16:28<17:59,  3.15it/s]
 49%|████▊     | 3208/6612 [16:28<17:36,  3.22it/s]
 49%|████▊     | 3209/6612 [16:28<17:18,  3.28it/s]
 49%|████▊     | 3210/6612 [16:29<17:08,  3.31it/s]
 49%|████▊     | 3211/6612 [16:29<17:04,  3.32it/s]
 49%|████▊     | 3212/6612 [16:29<16:57,  3.34it/s]
 49%|████▊     | 3213/6612 [16:29<16:53,  3.35it/s]
 49%|████▊     | 3214/6612 [16:30<16:49,  3.37it/s]
 49%|████▊     | 3215/6612 [16:30<16:49,  3.36it/s]
 49%|████▊     | 3216/6612 [16:30<16:46,  3.37it/s]
 49%|████▊     | 3217/6612 [16:31<16:44,  3.38it/s]
 49%|████▊     | 3218/6612 [16:31<16:42,  3.38it/s]
 49%|████▊     | 3219/6612 [16:31<16:42,  3.39it/s]
 49%|████▊     | 3220/6612 [16:32<17:16,  3.27it/s]
 49%|████▊     | 3221/6612 [16:32<18:49,  3.00it/s]
 49%|████▊     | 3222/6612 [16:32<18:08,  3.11it/s]
 49%|████▊     | 3223/6612 [16:33<17:41,  3.19it/s]
 49%|████▉     | 3224/6612 [16:33<17:19,  3.26it/s]
 49%|████▉     | 3225/6612 [16:33<17:07,  3.30it/s]
 49%|████▉     | 3226/6612 [16:33<16:58,  3.32it/s]
 49%|████▉     | 3227/6612 [16:34<16:51,  3.35it/s]
 49%|████▉     | 3228/6612 [16:34<16:52,  3.34it/s]
 49%|████▉     | 3229/6612 [16:34<16:49,  3.35it/s]
 49%|████▉     | 3230/6612 [16:35<16:49,  3.35it/s]
 49%|████▉     | 3231/6612 [16:35<16:45,  3.36it/s]
 49%|████▉     | 3232/6612 [16:35<16:41,  3.37it/s]
 49%|████▉     | 3233/6612 [16:36<16:39,  3.38it/s]
 49%|████▉     | 3234/6612 [16:36<16:38,  3.38it/s]
 49%|████▉     | 3235/6612 [16:36<16:36,  3.39it/s]
 49%|████▉     | 3236/6612 [16:36<16:35,  3.39it/s]
 49%|████▉     | 3237/6612 [16:37<18:36,  3.02it/s]
 49%|████▉     | 3238/6612 [16:37<18:12,  3.09it/s]
 49%|████▉     | 3239/6612 [16:37<17:43,  3.17it/s]
 49%|████▉     | 3240/6612 [16:38<17:23,  3.23it/s]
 49%|████▉     | 3241/6612 [16:38<17:07,  3.28it/s]
 49%|████▉     | 3242/6612 [16:38<16:56,  3.32it/s]
 49%|████▉     | 3243/6612 [16:39<16:48,  3.34it/s]
 49%|████▉     | 3244/6612 [16:39<16:43,  3.35it/s]
 49%|████▉     | 3245/6612 [16:39<16:39,  3.37it/s]
 49%|████▉     | 3246/6612 [16:39<16:36,  3.38it/s]
 49%|████▉     | 3247/6612 [16:40<16:32,  3.39it/s]
 49%|████▉     | 3248/6612 [16:40<16:32,  3.39it/s]
 49%|████▉     | 3249/6612 [16:40<16:36,  3.38it/s]
 49%|████▉     | 3250/6612 [16:41<16:33,  3.38it/s]
 49%|████▉     | 3251/6612 [16:41<16:31,  3.39it/s]
 49%|████▉     | 3252/6612 [16:41<16:29,  3.40it/s]
 49%|████▉     | 3253/6612 [16:42<17:06,  3.27it/s]
 49%|████▉     | 3254/6612 [16:42<18:49,  2.97it/s]
 49%|████▉     | 3255/6612 [16:42<19:12,  2.91it/s]
 49%|████▉     | 3256/6612 [16:43<18:22,  3.04it/s]
 49%|████▉     | 3257/6612 [16:43<17:50,  3.13it/s]
 49%|████▉     | 3258/6612 [16:43<17:25,  3.21it/s]
 49%|████▉     | 3259/6612 [16:44<17:08,  3.26it/s]
 49%|████▉     | 3260/6612 [16:44<16:55,  3.30it/s]
 49%|████▉     | 3261/6612 [16:44<16:46,  3.33it/s]
 49%|████▉     | 3262/6612 [16:44<16:39,  3.35it/s]
 49%|████▉     | 3263/6612 [16:45<16:36,  3.36it/s]
 49%|████▉     | 3264/6612 [16:45<16:34,  3.37it/s]
 49%|████▉     | 3265/6612 [16:45<16:30,  3.38it/s]
 49%|████▉     | 3266/6612 [16:46<16:25,  3.39it/s]
 49%|████▉     | 3267/6612 [16:46<16:27,  3.39it/s]
 49%|████▉     | 3268/6612 [16:46<16:29,  3.38it/s]
 49%|████▉     | 3269/6612 [16:46<16:27,  3.39it/s]
 49%|████▉     | 3270/6612 [16:47<18:34,  3.00it/s]
 49%|████▉     | 3271/6612 [16:47<17:55,  3.11it/s]
 49%|████▉     | 3272/6612 [16:47<17:27,  3.19it/s]
 50%|████▉     | 3273/6612 [16:48<17:11,  3.24it/s]
 50%|████▉     | 3274/6612 [16:48<16:55,  3.29it/s]
 50%|████▉     | 3275/6612 [16:48<16:45,  3.32it/s]
 50%|████▉     | 3276/6612 [16:49<16:38,  3.34it/s]
 50%|████▉     | 3277/6612 [16:49<16:35,  3.35it/s]
 50%|████▉     | 3278/6612 [16:49<16:32,  3.36it/s]
 50%|████▉     | 3279/6612 [16:50<16:28,  3.37it/s]
 50%|████▉     | 3280/6612 [16:50<16:27,  3.37it/s]
 50%|████▉     | 3281/6612 [16:50<16:27,  3.37it/s]
 50%|████▉     | 3282/6612 [16:50<16:25,  3.38it/s]
 50%|████▉     | 3283/6612 [16:51<16:24,  3.38it/s]
 50%|████▉     | 3284/6612 [16:51<16:22,  3.39it/s]
 50%|████▉     | 3285/6612 [16:51<16:19,  3.40it/s]
 50%|████▉     | 3286/6612 [16:52<16:21,  3.39it/s]
 50%|████▉     | 3287/6612 [16:52<16:19,  3.39it/s]
 50%|████▉     | 3288/6612 [16:52<16:20,  3.39it/s]
 50%|████▉     | 3289/6612 [16:53<16:20,  3.39it/s]
 50%|████▉     | 3290/6612 [16:53<16:20,  3.39it/s]
 50%|████▉     | 3291/6612 [16:53<16:20,  3.39it/s]
 50%|████▉     | 3292/6612 [16:53<16:21,  3.38it/s]
 50%|████▉     | 3293/6612 [16:54<16:20,  3.38it/s]
 50%|████▉     | 3294/6612 [16:54<16:18,  3.39it/s]
 50%|████▉     | 3295/6612 [16:54<16:18,  3.39it/s]
 50%|████▉     | 3296/6612 [16:55<16:18,  3.39it/s]
 50%|████▉     | 3297/6612 [16:55<16:16,  3.39it/s]
 50%|████▉     | 3298/6612 [16:55<16:16,  3.39it/s]
 50%|████▉     | 3299/6612 [16:55<16:15,  3.40it/s]
 50%|████▉     | 3300/6612 [16:56<16:14,  3.40it/s]
                                                   

 50%|████▉     | 3300/6612 [16:56<16:14,  3.40it/s]
 50%|████▉     | 3301/6612 [16:56<16:37,  3.32it/s]
 50%|████▉     | 3302/6612 [16:56<16:27,  3.35it/s]
 50%|████▉     | 3303/6612 [16:57<16:23,  3.36it/s]
 50%|████▉     | 3304/6612 [16:57<16:22,  3.37it/s]
 50%|████▉     | 3305/6612 [16:57<16:21,  3.37it/s]
 50%|█████     | 3306/6612 [16:57<14:37,  3.77it/s]{'eval_avg_acc': 0.6527068437180796, 'eval_avg_precision': 0.6281770711981196, 'eval_avg_recall': 0.6527068437180796, 'eval_avg_f1': 0.6224452392688712, 'eval_main_acc': 0.7007150153217568, 'eval_main_precision': 0.6957511114328335, 'eval_main_recall': 0.7007150153217568, 'eval_main_f1': 0.6876877580647646, 'eval_sub_acc': 0.5669050051072523, 'eval_sub_precision': 0.5581830881037281, 'eval_sub_recall': 0.5669050051072523, 'eval_sub_f1': 0.5453724460444656, 'eval_interv_acc': 0.6659856996935649, 'eval_interv_precision': 0.6508688229470351, 'eval_interv_recall': 0.6659856996935649, 'eval_interv_f1': 0.6541614080691549, 'eval_priority_acc': 0.6772216547497446, 'eval_priority_precision': 0.6079052623088818, 'eval_priority_recall': 0.6772216547497446, 'eval_priority_f1': 0.6025593448971, 'eval_runtime': 5.4377, 'eval_samples_per_second': 180.04, 'eval_steps_per_second': 11.402, 'epoch': 5.0}
{'loss': 3.2984, 'grad_norm': 17.9960994720459, 'learning_rate': 1.1533575317604357e-05, 'epoch': 5.08}
{'loss': 3.259, 'grad_norm': 16.579044342041016, 'learning_rate': 1.1231094978826378e-05, 'epoch': 5.26}
{'loss': 3.1774, 'grad_norm': 19.602602005004883, 'learning_rate': 1.0928614640048399e-05, 'epoch': 5.44}
{'loss': 3.2779, 'grad_norm': 17.62671661376953, 'learning_rate': 1.0626134301270418e-05, 'epoch': 5.63}
{'loss': 3.2091, 'grad_norm': 18.646690368652344, 'learning_rate': 1.0323653962492439e-05, 'epoch': 5.81}
{'loss': 3.2583, 'grad_norm': 29.03419303894043, 'learning_rate': 1.002117362371446e-05, 'epoch': 5.99}


  0%|          | 0/62 [00:00<?, ?it/s]

  5%|▍         | 3/62 [00:00<00:03, 17.44it/s]

  8%|▊         | 5/62 [00:00<00:04, 14.06it/s]

 11%|█▏        | 7/62 [00:00<00:04, 12.96it/s]

 15%|█▍        | 9/62 [00:00<00:04, 12.43it/s]

 18%|█▊        | 11/62 [00:00<00:04, 12.11it/s]

 21%|██        | 13/62 [00:01<00:04, 11.89it/s]

 24%|██▍       | 15/62 [00:01<00:03, 11.80it/s]

 27%|██▋       | 17/62 [00:01<00:03, 11.75it/s]

 31%|███       | 19/62 [00:01<00:03, 11.71it/s]

 34%|███▍      | 21/62 [00:01<00:03, 11.69it/s]

 37%|███▋      | 23/62 [00:01<00:03, 11.66it/s]

 40%|████      | 25/62 [00:02<00:03, 11.65it/s]

 44%|████▎     | 27/62 [00:02<00:03, 11.64it/s]

 47%|████▋     | 29/62 [00:02<00:02, 11.63it/s]

 50%|█████     | 31/62 [00:02<00:02, 11.63it/s]

 53%|█████▎    | 33/62 [00:02<00:02, 11.63it/s]

 56%|█████▋    | 35/62 [00:02<00:02, 11.62it/s]

 60%|█████▉    | 37/62 [00:03<00:02, 11.63it/s]

 63%|██████▎   | 39/62 [00:03<00:01, 11.62it/s]

 66%|██████▌   | 41/62 [00:03<00:01, 11.62it/s]

 69%|██████▉   | 43/62 [00:03<00:01, 11.63it/s]

 73%|███████▎  | 45/62 [00:03<00:01, 11.62it/s]

 76%|███████▌  | 47/62 [00:03<00:01, 11.62it/s]

 79%|███████▉  | 49/62 [00:04<00:01, 11.62it/s]

 82%|████████▏ | 51/62 [00:04<00:00, 11.61it/s]

 85%|████████▌ | 53/62 [00:04<00:00, 11.61it/s]

 89%|████████▊ | 55/62 [00:04<00:00, 11.63it/s]

 92%|█████████▏| 57/62 [00:04<00:00, 11.63it/s]

 95%|█████████▌| 59/62 [00:04<00:00, 11.62it/s]

 98%|█████████▊| 61/62 [00:05<00:00, 11.61it/s]
                                                   

                                               

 50%|█████     | 3306/6612 [17:03<14:37,  3.77it/s]

100%|██████████| 62/62 [00:05<00:00, 11.61it/s]

                                               
 50%|█████     | 3307/6612 [17:04<1:52:22,  2.04s/it]
 50%|█████     | 3308/6612 [17:04<1:23:30,  1.52s/it]
 50%|█████     | 3309/6612 [17:04<1:03:17,  1.15s/it]
 50%|█████     | 3310/6612 [17:05<49:12,  1.12it/s]  
 50%|█████     | 3311/6612 [17:05<39:17,  1.40it/s]
 50%|█████     | 3312/6612 [17:05<32:21,  1.70it/s]
 50%|█████     | 3313/6612 [17:05<27:29,  2.00it/s]
 50%|█████     | 3314/6612 [17:06<24:05,  2.28it/s]
 50%|█████     | 3315/6612 [17:06<21:42,  2.53it/s]
 50%|█████     | 3316/6612 [17:06<20:04,  2.74it/s]
 50%|█████     | 3317/6612 [17:07<18:52,  2.91it/s]
 50%|█████     | 3318/6612 [17:07<18:02,  3.04it/s]
 50%|█████     | 3319/6612 [17:07<17:27,  3.14it/s]
 50%|█████     | 3320/6612 [17:07<17:04,  3.21it/s]
 50%|█████     | 3321/6612 [17:08<16:47,  3.27it/s]
 50%|█████     | 3322/6612 [17:08<16:35,  3.31it/s]
 50%|█████     | 3323/6612 [17:08<16:27,  3.33it/s]
 50%|█████     | 3324/6612 [17:09<16:23,  3.34it/s]
 50%|█████     | 3325/6612 [17:09<16:18,  3.36it/s]
 50%|█████     | 3326/6612 [17:09<16:15,  3.37it/s]
 50%|█████     | 3327/6612 [17:10<16:12,  3.38it/s]
 50%|█████     | 3328/6612 [17:10<16:10,  3.38it/s]
 50%|█████     | 3329/6612 [17:10<16:09,  3.39it/s]
 50%|█████     | 3330/6612 [17:10<16:08,  3.39it/s]
 50%|█████     | 3331/6612 [17:11<16:07,  3.39it/s]
 50%|█████     | 3332/6612 [17:11<16:04,  3.40it/s]
 50%|█████     | 3333/6612 [17:11<16:05,  3.39it/s]
 50%|█████     | 3334/6612 [17:12<16:08,  3.38it/s]
 50%|█████     | 3335/6612 [17:12<16:05,  3.39it/s]
 50%|█████     | 3336/6612 [17:12<16:05,  3.39it/s]
 50%|█████     | 3337/6612 [17:12<16:03,  3.40it/s]
 50%|█████     | 3338/6612 [17:13<16:04,  3.39it/s]
 50%|█████     | 3339/6612 [17:13<16:04,  3.39it/s]
 51%|█████     | 3340/6612 [17:13<16:04,  3.39it/s]
 51%|█████     | 3341/6612 [17:14<16:02,  3.40it/s]
 51%|█████     | 3342/6612 [17:14<16:01,  3.40it/s]
 51%|█████     | 3343/6612 [17:14<16:01,  3.40it/s]
 51%|█████     | 3344/6612 [17:15<16:01,  3.40it/s]
 51%|█████     | 3345/6612 [17:15<16:02,  3.40it/s]
 51%|█████     | 3346/6612 [17:15<16:02,  3.39it/s]
 51%|█████     | 3347/6612 [17:15<16:01,  3.39it/s]
 51%|█████     | 3348/6612 [17:16<16:02,  3.39it/s]
 51%|█████     | 3349/6612 [17:16<16:01,  3.39it/s]
 51%|█████     | 3350/6612 [17:16<16:01,  3.39it/s]
 51%|█████     | 3351/6612 [17:17<16:02,  3.39it/s]
 51%|█████     | 3352/6612 [17:17<16:02,  3.39it/s]
 51%|█████     | 3353/6612 [17:17<16:01,  3.39it/s]
 51%|█████     | 3354/6612 [17:17<16:00,  3.39it/s]
 51%|█████     | 3355/6612 [17:18<15:59,  3.39it/s]
 51%|█████     | 3356/6612 [17:18<15:58,  3.40it/s]
 51%|█████     | 3357/6612 [17:18<15:58,  3.40it/s]
 51%|█████     | 3358/6612 [17:19<15:58,  3.40it/s]
 51%|█████     | 3359/6612 [17:19<15:57,  3.40it/s]
 51%|█████     | 3360/6612 [17:19<15:57,  3.40it/s]
 51%|█████     | 3361/6612 [17:20<15:56,  3.40it/s]
 51%|█████     | 3362/6612 [17:20<15:57,  3.39it/s]
 51%|█████     | 3363/6612 [17:20<15:58,  3.39it/s]
 51%|█████     | 3364/6612 [17:20<15:58,  3.39it/s]
 51%|█████     | 3365/6612 [17:21<15:56,  3.39it/s]
 51%|█████     | 3366/6612 [17:21<15:57,  3.39it/s]
 51%|█████     | 3367/6612 [17:21<15:57,  3.39it/s]
 51%|█████     | 3368/6612 [17:22<15:57,  3.39it/s]
 51%|█████     | 3369/6612 [17:22<15:54,  3.40it/s]
 51%|█████     | 3370/6612 [17:22<15:54,  3.40it/s]
 51%|█████     | 3371/6612 [17:22<15:55,  3.39it/s]
 51%|█████     | 3372/6612 [17:23<15:54,  3.39it/s]
 51%|█████     | 3373/6612 [17:23<15:53,  3.40it/s]
 51%|█████     | 3374/6612 [17:23<15:52,  3.40it/s]
 51%|█████     | 3375/6612 [17:24<15:49,  3.41it/s]
 51%|█████     | 3376/6612 [17:24<15:50,  3.40it/s]
 51%|█████     | 3377/6612 [17:24<15:52,  3.40it/s]
 51%|█████     | 3378/6612 [17:25<15:51,  3.40it/s]
 51%|█████     | 3379/6612 [17:25<15:51,  3.40it/s]
 51%|█████     | 3380/6612 [17:25<15:51,  3.40it/s]
 51%|█████     | 3381/6612 [17:25<15:53,  3.39it/s]
 51%|█████     | 3382/6612 [17:26<15:51,  3.39it/s]
 51%|█████     | 3383/6612 [17:26<15:51,  3.39it/s]
 51%|█████     | 3384/6612 [17:26<15:50,  3.40it/s]
 51%|█████     | 3385/6612 [17:27<15:48,  3.40it/s]
 51%|█████     | 3386/6612 [17:27<15:50,  3.39it/s]
 51%|█████     | 3387/6612 [17:27<15:50,  3.39it/s]
 51%|█████     | 3388/6612 [17:27<15:50,  3.39it/s]
 51%|█████▏    | 3389/6612 [17:28<15:48,  3.40it/s]
 51%|█████▏    | 3390/6612 [17:28<15:49,  3.39it/s]
 51%|█████▏    | 3391/6612 [17:28<15:50,  3.39it/s]
 51%|█████▏    | 3392/6612 [17:29<15:50,  3.39it/s]
 51%|█████▏    | 3393/6612 [17:29<15:48,  3.39it/s]
 51%|█████▏    | 3394/6612 [17:29<15:49,  3.39it/s]
 51%|█████▏    | 3395/6612 [17:30<15:48,  3.39it/s]
 51%|█████▏    | 3396/6612 [17:30<15:48,  3.39it/s]
 51%|█████▏    | 3397/6612 [17:30<15:47,  3.39it/s]
 51%|█████▏    | 3398/6612 [17:30<15:46,  3.39it/s]
 51%|█████▏    | 3399/6612 [17:31<15:46,  3.40it/s]
 51%|█████▏    | 3400/6612 [17:31<15:45,  3.40it/s]
                                                   

 51%|█████▏    | 3400/6612 [17:31<15:45,  3.40it/s]
 51%|█████▏    | 3401/6612 [17:31<16:03,  3.33it/s]
 51%|█████▏    | 3402/6612 [17:32<15:56,  3.36it/s]
 51%|█████▏    | 3403/6612 [17:32<15:48,  3.38it/s]
 51%|█████▏    | 3404/6612 [17:32<15:49,  3.38it/s]
 51%|█████▏    | 3405/6612 [17:33<15:47,  3.38it/s]
 52%|█████▏    | 3406/6612 [17:33<15:47,  3.38it/s]
 52%|█████▏    | 3407/6612 [17:33<15:49,  3.38it/s]
 52%|█████▏    | 3408/6612 [17:33<15:47,  3.38it/s]
 52%|█████▏    | 3409/6612 [17:34<15:51,  3.36it/s]
 52%|█████▏    | 3410/6612 [17:34<15:48,  3.38it/s]
 52%|█████▏    | 3411/6612 [17:34<15:46,  3.38it/s]
 52%|█████▏    | 3412/6612 [17:35<15:44,  3.39it/s]
 52%|█████▏    | 3413/6612 [17:35<15:46,  3.38it/s]
 52%|█████▏    | 3414/6612 [17:35<15:44,  3.39it/s]
 52%|█████▏    | 3415/6612 [17:35<15:43,  3.39it/s]
 52%|█████▏    | 3416/6612 [17:36<16:41,  3.19it/s]
 52%|█████▏    | 3417/6612 [17:36<17:47,  2.99it/s]
 52%|█████▏    | 3418/6612 [17:37<17:34,  3.03it/s]
 52%|█████▏    | 3419/6612 [17:37<16:58,  3.13it/s]
 52%|█████▏    | 3420/6612 [17:37<16:36,  3.20it/s]
 52%|█████▏    | 3421/6612 [17:37<16:19,  3.26it/s]
 52%|█████▏    | 3422/6612 [17:38<16:06,  3.30it/s]
 52%|█████▏    | 3423/6612 [17:38<15:58,  3.33it/s]
 52%|█████▏    | 3424/6612 [17:38<15:53,  3.34it/s]
 52%|█████▏    | 3425/6612 [17:39<15:51,  3.35it/s]
 52%|█████▏    | 3426/6612 [17:39<15:47,  3.36it/s]
 52%|█████▏    | 3427/6612 [17:39<15:44,  3.37it/s]
 52%|█████▏    | 3428/6612 [17:39<15:42,  3.38it/s]
 52%|█████▏    | 3429/6612 [17:40<15:40,  3.38it/s]
 52%|█████▏    | 3430/6612 [17:40<15:41,  3.38it/s]
 52%|█████▏    | 3431/6612 [17:40<15:40,  3.38it/s]
 52%|█████▏    | 3432/6612 [17:41<15:38,  3.39it/s]
 52%|█████▏    | 3433/6612 [17:41<17:39,  3.00it/s]
 52%|█████▏    | 3434/6612 [17:41<17:30,  3.03it/s]
 52%|█████▏    | 3435/6612 [17:42<16:55,  3.13it/s]
 52%|█████▏    | 3436/6612 [17:42<16:31,  3.20it/s]
 52%|█████▏    | 3437/6612 [17:42<16:14,  3.26it/s]
 52%|█████▏    | 3438/6612 [17:43<16:02,  3.30it/s]
 52%|█████▏    | 3439/6612 [17:43<15:53,  3.33it/s]
 52%|█████▏    | 3440/6612 [17:43<15:47,  3.35it/s]
 52%|█████▏    | 3441/6612 [17:43<15:42,  3.36it/s]
 52%|█████▏    | 3442/6612 [17:44<15:38,  3.38it/s]
 52%|█████▏    | 3443/6612 [17:44<15:37,  3.38it/s]
 52%|█████▏    | 3444/6612 [17:44<15:35,  3.38it/s]
 52%|█████▏    | 3445/6612 [17:45<15:32,  3.40it/s]
 52%|█████▏    | 3446/6612 [17:45<15:32,  3.40it/s]
 52%|█████▏    | 3447/6612 [17:45<15:32,  3.39it/s]
 52%|█████▏    | 3448/6612 [17:46<15:32,  3.39it/s]
 52%|█████▏    | 3449/6612 [17:46<17:16,  3.05it/s]
 52%|█████▏    | 3450/6612 [17:46<17:44,  2.97it/s]
 52%|█████▏    | 3451/6612 [17:47<17:05,  3.08it/s]
 52%|█████▏    | 3452/6612 [17:47<16:37,  3.17it/s]
 52%|█████▏    | 3453/6612 [17:47<16:14,  3.24it/s]
 52%|█████▏    | 3454/6612 [17:47<16:00,  3.29it/s]
 52%|█████▏    | 3455/6612 [17:48<15:53,  3.31it/s]
 52%|█████▏    | 3456/6612 [17:48<15:46,  3.33it/s]
 52%|█████▏    | 3457/6612 [17:48<15:41,  3.35it/s]
 52%|█████▏    | 3458/6612 [17:49<15:37,  3.37it/s]
 52%|█████▏    | 3459/6612 [17:49<15:34,  3.37it/s]
 52%|█████▏    | 3460/6612 [17:49<15:31,  3.38it/s]
 52%|█████▏    | 3461/6612 [17:50<15:30,  3.39it/s]
 52%|█████▏    | 3462/6612 [17:50<15:28,  3.39it/s]
 52%|█████▏    | 3463/6612 [17:50<15:27,  3.40it/s]
 52%|█████▏    | 3464/6612 [17:50<15:26,  3.40it/s]
 52%|█████▏    | 3465/6612 [17:51<15:25,  3.40it/s]
 52%|█████▏    | 3466/6612 [17:51<15:26,  3.40it/s]
 52%|█████▏    | 3467/6612 [17:51<15:25,  3.40it/s]
 52%|█████▏    | 3468/6612 [17:52<15:27,  3.39it/s]
 52%|█████▏    | 3469/6612 [17:52<15:28,  3.38it/s]
 52%|█████▏    | 3470/6612 [17:52<15:28,  3.38it/s]
 52%|█████▏    | 3471/6612 [17:52<15:26,  3.39it/s]
 53%|█████▎    | 3472/6612 [17:53<15:25,  3.39it/s]
 53%|█████▎    | 3473/6612 [17:53<15:24,  3.39it/s]
 53%|█████▎    | 3474/6612 [17:53<15:24,  3.40it/s]
 53%|█████▎    | 3475/6612 [17:54<15:23,  3.40it/s]
 53%|█████▎    | 3476/6612 [17:54<15:24,  3.39it/s]
 53%|█████▎    | 3477/6612 [17:54<15:23,  3.39it/s]
 53%|█████▎    | 3478/6612 [17:55<15:23,  3.39it/s]
 53%|█████▎    | 3479/6612 [17:55<15:23,  3.39it/s]
 53%|█████▎    | 3480/6612 [17:55<15:22,  3.39it/s]
 53%|█████▎    | 3481/6612 [17:55<15:20,  3.40it/s]
 53%|█████▎    | 3482/6612 [17:56<15:19,  3.40it/s]
 53%|█████▎    | 3483/6612 [17:56<15:20,  3.40it/s]
 53%|█████▎    | 3484/6612 [17:56<15:20,  3.40it/s]
 53%|█████▎    | 3485/6612 [17:57<15:21,  3.39it/s]
 53%|█████▎    | 3486/6612 [17:57<15:20,  3.39it/s]
 53%|█████▎    | 3487/6612 [17:57<15:19,  3.40it/s]
 53%|█████▎    | 3488/6612 [17:57<15:19,  3.40it/s]
 53%|█████▎    | 3489/6612 [17:58<15:19,  3.40it/s]
 53%|█████▎    | 3490/6612 [17:58<15:19,  3.40it/s]
 53%|█████▎    | 3491/6612 [17:58<15:18,  3.40it/s]
 53%|█████▎    | 3492/6612 [17:59<15:14,  3.41it/s]
 53%|█████▎    | 3493/6612 [17:59<15:18,  3.40it/s]
 53%|█████▎    | 3494/6612 [17:59<15:17,  3.40it/s]
 53%|█████▎    | 3495/6612 [18:00<15:17,  3.40it/s]
 53%|█████▎    | 3496/6612 [18:00<15:18,  3.39it/s]
 53%|█████▎    | 3497/6612 [18:00<15:17,  3.40it/s]
 53%|█████▎    | 3498/6612 [18:00<15:18,  3.39it/s]
 53%|█████▎    | 3499/6612 [18:01<15:18,  3.39it/s]
 53%|█████▎    | 3500/6612 [18:01<15:17,  3.39it/s]
                                                   

 53%|█████▎    | 3500/6612 [18:01<15:17,  3.39it/s]
 53%|█████▎    | 3501/6612 [18:01<15:34,  3.33it/s]
 53%|█████▎    | 3502/6612 [18:02<15:28,  3.35it/s]
 53%|█████▎    | 3503/6612 [18:02<15:24,  3.36it/s]
 53%|█████▎    | 3504/6612 [18:02<15:21,  3.37it/s]
 53%|█████▎    | 3505/6612 [18:02<15:18,  3.38it/s]
 53%|█████▎    | 3506/6612 [18:03<15:19,  3.38it/s]
 53%|█████▎    | 3507/6612 [18:03<15:18,  3.38it/s]
 53%|█████▎    | 3508/6612 [18:03<15:16,  3.39it/s]
 53%|█████▎    | 3509/6612 [18:04<15:11,  3.40it/s]
 53%|█████▎    | 3510/6612 [18:04<15:12,  3.40it/s]
 53%|█████▎    | 3511/6612 [18:04<15:13,  3.39it/s]
 53%|█████▎    | 3512/6612 [18:05<15:14,  3.39it/s]
 53%|█████▎    | 3513/6612 [18:05<15:15,  3.38it/s]
 53%|█████▎    | 3514/6612 [18:05<15:14,  3.39it/s]
 53%|█████▎    | 3515/6612 [18:05<15:15,  3.38it/s]
 53%|█████▎    | 3516/6612 [18:06<15:13,  3.39it/s]
 53%|█████▎    | 3517/6612 [18:06<15:12,  3.39it/s]
 53%|█████▎    | 3518/6612 [18:06<15:12,  3.39it/s]
 53%|█████▎    | 3519/6612 [18:07<15:10,  3.40it/s]
 53%|█████▎    | 3520/6612 [18:07<15:13,  3.39it/s]
 53%|█████▎    | 3521/6612 [18:07<15:12,  3.39it/s]
 53%|█████▎    | 3522/6612 [18:08<15:11,  3.39it/s]
 53%|█████▎    | 3523/6612 [18:08<15:11,  3.39it/s]
 53%|█████▎    | 3524/6612 [18:08<15:11,  3.39it/s]
 53%|█████▎    | 3525/6612 [18:08<15:10,  3.39it/s]
 53%|█████▎    | 3526/6612 [18:09<15:10,  3.39it/s]
 53%|█████▎    | 3527/6612 [18:09<15:09,  3.39it/s]
 53%|█████▎    | 3528/6612 [18:09<15:08,  3.40it/s]
 53%|█████▎    | 3529/6612 [18:10<15:07,  3.40it/s]
 53%|█████▎    | 3530/6612 [18:10<15:08,  3.39it/s]
 53%|█████▎    | 3531/6612 [18:10<15:07,  3.40it/s]
 53%|█████▎    | 3532/6612 [18:10<15:06,  3.40it/s]
 53%|█████▎    | 3533/6612 [18:11<15:06,  3.40it/s]
 53%|█████▎    | 3534/6612 [18:11<15:07,  3.39it/s]
 53%|█████▎    | 3535/6612 [18:11<15:06,  3.39it/s]
 53%|█████▎    | 3536/6612 [18:12<15:06,  3.39it/s]
 53%|█████▎    | 3537/6612 [18:12<15:02,  3.41it/s]
 54%|█████▎    | 3538/6612 [18:12<15:01,  3.41it/s]
 54%|█████▎    | 3539/6612 [18:13<15:02,  3.40it/s]
 54%|█████▎    | 3540/6612 [18:13<15:03,  3.40it/s]
 54%|█████▎    | 3541/6612 [18:13<15:03,  3.40it/s]
 54%|█████▎    | 3542/6612 [18:13<15:02,  3.40it/s]
 54%|█████▎    | 3543/6612 [18:14<15:03,  3.40it/s]
 54%|█████▎    | 3544/6612 [18:14<15:04,  3.39it/s]
 54%|█████▎    | 3545/6612 [18:14<15:04,  3.39it/s]
 54%|█████▎    | 3546/6612 [18:15<15:03,  3.39it/s]
 54%|█████▎    | 3547/6612 [18:15<15:03,  3.39it/s]
 54%|█████▎    | 3548/6612 [18:15<15:00,  3.40it/s]
 54%|█████▎    | 3549/6612 [18:15<15:00,  3.40it/s]
 54%|█████▎    | 3550/6612 [18:16<15:02,  3.39it/s]
 54%|█████▎    | 3551/6612 [18:16<15:00,  3.40it/s]
 54%|█████▎    | 3552/6612 [18:16<15:02,  3.39it/s]
 54%|█████▎    | 3553/6612 [18:17<15:01,  3.39it/s]
 54%|█████▍    | 3554/6612 [18:17<15:01,  3.39it/s]
 54%|█████▍    | 3555/6612 [18:17<15:01,  3.39it/s]
 54%|█████▍    | 3556/6612 [18:18<14:59,  3.40it/s]
 54%|█████▍    | 3557/6612 [18:18<14:58,  3.40it/s]
 54%|█████▍    | 3558/6612 [18:18<14:59,  3.40it/s]
 54%|█████▍    | 3559/6612 [18:18<14:58,  3.40it/s]
 54%|█████▍    | 3560/6612 [18:19<14:58,  3.40it/s]
 54%|█████▍    | 3561/6612 [18:19<14:57,  3.40it/s]
 54%|█████▍    | 3562/6612 [18:19<14:57,  3.40it/s]
 54%|█████▍    | 3563/6612 [18:20<14:56,  3.40it/s]
 54%|█████▍    | 3564/6612 [18:20<14:57,  3.40it/s]
 54%|█████▍    | 3565/6612 [18:20<14:57,  3.40it/s]
 54%|█████▍    | 3566/6612 [18:20<14:56,  3.40it/s]
 54%|█████▍    | 3567/6612 [18:21<14:56,  3.40it/s]
 54%|█████▍    | 3568/6612 [18:21<14:56,  3.39it/s]
 54%|█████▍    | 3569/6612 [18:21<14:56,  3.40it/s]
 54%|█████▍    | 3570/6612 [18:22<14:55,  3.40it/s]
 54%|█████▍    | 3571/6612 [18:22<14:55,  3.40it/s]
 54%|█████▍    | 3572/6612 [18:22<14:55,  3.40it/s]
 54%|█████▍    | 3573/6612 [18:23<14:56,  3.39it/s]
 54%|█████▍    | 3574/6612 [18:23<14:56,  3.39it/s]
 54%|█████▍    | 3575/6612 [18:23<14:54,  3.39it/s]
 54%|█████▍    | 3576/6612 [18:23<14:50,  3.41it/s]
 54%|█████▍    | 3577/6612 [18:24<14:52,  3.40it/s]
 54%|█████▍    | 3578/6612 [18:24<14:52,  3.40it/s]
 54%|█████▍    | 3579/6612 [18:24<14:52,  3.40it/s]
 54%|█████▍    | 3580/6612 [18:25<14:51,  3.40it/s]
 54%|█████▍    | 3581/6612 [18:25<14:51,  3.40it/s]
 54%|█████▍    | 3582/6612 [18:25<14:52,  3.40it/s]
 54%|█████▍    | 3583/6612 [18:25<14:51,  3.40it/s]
 54%|█████▍    | 3584/6612 [18:26<14:51,  3.40it/s]
 54%|█████▍    | 3585/6612 [18:26<14:51,  3.40it/s]
 54%|█████▍    | 3586/6612 [18:26<14:51,  3.40it/s]
 54%|█████▍    | 3587/6612 [18:27<14:49,  3.40it/s]
 54%|█████▍    | 3588/6612 [18:27<14:49,  3.40it/s]
 54%|█████▍    | 3589/6612 [18:27<14:48,  3.40it/s]
 54%|█████▍    | 3590/6612 [18:28<14:49,  3.40it/s]
 54%|█████▍    | 3591/6612 [18:28<14:47,  3.40it/s]
 54%|█████▍    | 3592/6612 [18:28<14:48,  3.40it/s]
 54%|█████▍    | 3593/6612 [18:28<14:49,  3.39it/s]
 54%|█████▍    | 3594/6612 [18:29<14:49,  3.39it/s]
 54%|█████▍    | 3595/6612 [18:29<14:49,  3.39it/s]
 54%|█████▍    | 3596/6612 [18:29<14:47,  3.40it/s]
 54%|█████▍    | 3597/6612 [18:30<14:48,  3.39it/s]
 54%|█████▍    | 3598/6612 [18:30<14:46,  3.40it/s]
 54%|█████▍    | 3599/6612 [18:30<14:47,  3.40it/s]
 54%|█████▍    | 3600/6612 [18:30<14:46,  3.40it/s]
                                                   

 54%|█████▍    | 3600/6612 [18:31<14:46,  3.40it/s]
 54%|█████▍    | 3601/6612 [18:31<15:06,  3.32it/s]
 54%|█████▍    | 3602/6612 [18:31<14:58,  3.35it/s]
 54%|█████▍    | 3603/6612 [18:31<14:55,  3.36it/s]
 55%|█████▍    | 3604/6612 [18:32<14:50,  3.38it/s]
 55%|█████▍    | 3605/6612 [18:32<14:48,  3.38it/s]
 55%|█████▍    | 3606/6612 [18:32<14:48,  3.39it/s]
 55%|█████▍    | 3607/6612 [18:33<14:46,  3.39it/s]
 55%|█████▍    | 3608/6612 [18:33<14:46,  3.39it/s]
 55%|█████▍    | 3609/6612 [18:33<14:44,  3.39it/s]
 55%|█████▍    | 3610/6612 [18:33<14:47,  3.38it/s]
 55%|█████▍    | 3611/6612 [18:34<14:45,  3.39it/s]
 55%|█████▍    | 3612/6612 [18:34<14:45,  3.39it/s]
 55%|█████▍    | 3613/6612 [18:34<14:43,  3.40it/s]
 55%|█████▍    | 3614/6612 [18:35<14:43,  3.39it/s]
 55%|█████▍    | 3615/6612 [18:35<14:43,  3.39it/s]
 55%|█████▍    | 3616/6612 [18:35<14:43,  3.39it/s]
 55%|█████▍    | 3617/6612 [18:36<14:43,  3.39it/s]
 55%|█████▍    | 3618/6612 [18:36<14:43,  3.39it/s]
 55%|█████▍    | 3619/6612 [18:36<14:39,  3.40it/s]
 55%|█████▍    | 3620/6612 [18:36<14:43,  3.39it/s]
 55%|█████▍    | 3621/6612 [18:37<14:42,  3.39it/s]
 55%|█████▍    | 3622/6612 [18:37<14:41,  3.39it/s]
 55%|█████▍    | 3623/6612 [18:37<14:40,  3.39it/s]
 55%|█████▍    | 3624/6612 [18:38<14:40,  3.39it/s]
 55%|█████▍    | 3625/6612 [18:38<14:40,  3.39it/s]
 55%|█████▍    | 3626/6612 [18:38<14:40,  3.39it/s]
 55%|█████▍    | 3627/6612 [18:38<14:39,  3.39it/s]
 55%|█████▍    | 3628/6612 [18:39<14:38,  3.40it/s]
 55%|█████▍    | 3629/6612 [18:39<14:38,  3.39it/s]
 55%|█████▍    | 3630/6612 [18:39<14:37,  3.40it/s]
 55%|█████▍    | 3631/6612 [18:40<14:37,  3.40it/s]
 55%|█████▍    | 3632/6612 [18:40<14:33,  3.41it/s]
 55%|█████▍    | 3633/6612 [18:40<14:32,  3.41it/s]
 55%|█████▍    | 3634/6612 [18:41<14:34,  3.41it/s]
 55%|█████▍    | 3635/6612 [18:41<14:34,  3.40it/s]
 55%|█████▍    | 3636/6612 [18:41<14:35,  3.40it/s]
 55%|█████▌    | 3637/6612 [18:41<14:35,  3.40it/s]
 55%|█████▌    | 3638/6612 [18:42<14:35,  3.40it/s]
 55%|█████▌    | 3639/6612 [18:42<14:36,  3.39it/s]
 55%|█████▌    | 3640/6612 [18:42<14:36,  3.39it/s]
 55%|█████▌    | 3641/6612 [18:43<14:35,  3.39it/s]
 55%|█████▌    | 3642/6612 [18:43<14:34,  3.40it/s]
 55%|█████▌    | 3643/6612 [18:43<14:30,  3.41it/s]
 55%|█████▌    | 3644/6612 [18:43<14:33,  3.40it/s]
 55%|█████▌    | 3645/6612 [18:44<14:33,  3.40it/s]
 55%|█████▌    | 3646/6612 [18:44<14:33,  3.40it/s]
 55%|█████▌    | 3647/6612 [18:44<14:31,  3.40it/s]
 55%|█████▌    | 3648/6612 [18:45<14:31,  3.40it/s]
 55%|█████▌    | 3649/6612 [18:45<14:38,  3.37it/s]
 55%|█████▌    | 3650/6612 [18:45<14:35,  3.38it/s]
 55%|█████▌    | 3651/6612 [18:46<14:33,  3.39it/s]
 55%|█████▌    | 3652/6612 [18:46<14:31,  3.40it/s]
 55%|█████▌    | 3653/6612 [18:46<14:34,  3.38it/s]
 55%|█████▌    | 3654/6612 [18:46<14:32,  3.39it/s]
 55%|█████▌    | 3655/6612 [18:47<14:31,  3.39it/s]
 55%|█████▌    | 3656/6612 [18:47<14:28,  3.40it/s]
 55%|█████▌    | 3657/6612 [18:47<14:29,  3.40it/s]
 55%|█████▌    | 3658/6612 [18:48<14:30,  3.39it/s]
 55%|█████▌    | 3659/6612 [18:48<14:32,  3.39it/s]
 55%|█████▌    | 3660/6612 [18:48<14:31,  3.39it/s]
 55%|█████▌    | 3661/6612 [18:48<14:29,  3.39it/s]
 55%|█████▌    | 3662/6612 [18:49<14:29,  3.39it/s]
 55%|█████▌    | 3663/6612 [18:49<14:29,  3.39it/s]
 55%|█████▌    | 3664/6612 [18:49<14:28,  3.39it/s]
 55%|█████▌    | 3665/6612 [18:50<14:27,  3.40it/s]
 55%|█████▌    | 3666/6612 [18:50<14:28,  3.39it/s]
 55%|█████▌    | 3667/6612 [18:50<14:29,  3.39it/s]
 55%|█████▌    | 3668/6612 [18:51<14:28,  3.39it/s]
 55%|█████▌    | 3669/6612 [18:51<14:27,  3.39it/s]
 56%|█████▌    | 3670/6612 [18:51<14:27,  3.39it/s]
 56%|█████▌    | 3671/6612 [18:51<14:23,  3.41it/s]
 56%|█████▌    | 3672/6612 [18:52<14:25,  3.40it/s]
 56%|█████▌    | 3673/6612 [18:52<14:25,  3.40it/s]
 56%|█████▌    | 3674/6612 [18:52<14:25,  3.39it/s]
 56%|█████▌    | 3675/6612 [18:53<14:27,  3.39it/s]
 56%|█████▌    | 3676/6612 [18:53<14:26,  3.39it/s]
 56%|█████▌    | 3677/6612 [18:53<14:31,  3.37it/s]
 56%|█████▌    | 3678/6612 [18:53<14:28,  3.38it/s]
 56%|█████▌    | 3679/6612 [18:54<14:26,  3.39it/s]
 56%|█████▌    | 3680/6612 [18:54<14:24,  3.39it/s]
 56%|█████▌    | 3681/6612 [18:54<14:22,  3.40it/s]
 56%|█████▌    | 3682/6612 [18:55<14:23,  3.39it/s]
 56%|█████▌    | 3683/6612 [18:55<14:22,  3.39it/s]
 56%|█████▌    | 3684/6612 [18:55<14:21,  3.40it/s]
 56%|█████▌    | 3685/6612 [18:56<14:20,  3.40it/s]
 56%|█████▌    | 3686/6612 [18:56<14:20,  3.40it/s]
 56%|█████▌    | 3687/6612 [18:56<14:20,  3.40it/s]
 56%|█████▌    | 3688/6612 [18:56<14:21,  3.39it/s]
 56%|█████▌    | 3689/6612 [18:57<14:19,  3.40it/s]
 56%|█████▌    | 3690/6612 [18:57<14:18,  3.40it/s]
 56%|█████▌    | 3691/6612 [18:57<14:19,  3.40it/s]
 56%|█████▌    | 3692/6612 [18:58<14:19,  3.40it/s]
 56%|█████▌    | 3693/6612 [18:58<14:19,  3.40it/s]
 56%|█████▌    | 3694/6612 [18:58<14:18,  3.40it/s]
 56%|█████▌    | 3695/6612 [18:58<14:18,  3.40it/s]
 56%|█████▌    | 3696/6612 [18:59<14:19,  3.39it/s]
 56%|█████▌    | 3697/6612 [18:59<14:19,  3.39it/s]
 56%|█████▌    | 3698/6612 [18:59<14:18,  3.39it/s]
 56%|█████▌    | 3699/6612 [19:00<15:17,  3.17it/s]
 56%|█████▌    | 3700/6612 [19:00<16:14,  2.99it/s]
                                                   

 56%|█████▌    | 3700/6612 [19:00<16:14,  2.99it/s]
 56%|█████▌    | 3701/6612 [19:00<16:01,  3.03it/s]
 56%|█████▌    | 3702/6612 [19:01<15:30,  3.13it/s]
 56%|█████▌    | 3703/6612 [19:01<15:08,  3.20it/s]
 56%|█████▌    | 3704/6612 [19:01<14:53,  3.26it/s]
 56%|█████▌    | 3705/6612 [19:02<14:39,  3.31it/s]
 56%|█████▌    | 3706/6612 [19:02<14:31,  3.33it/s]
 56%|█████▌    | 3707/6612 [19:02<14:28,  3.34it/s]
 56%|█████▌    | 3708/6612 [19:02<14:24,  3.36it/s]
 56%|█████▌    | 3709/6612 [19:03<14:21,  3.37it/s]
 56%|█████▌    | 3710/6612 [19:03<14:19,  3.38it/s]
 56%|█████▌    | 3711/6612 [19:03<14:17,  3.38it/s]
 56%|█████▌    | 3712/6612 [19:04<14:16,  3.39it/s]
 56%|█████▌    | 3713/6612 [19:04<14:15,  3.39it/s]
 56%|█████▌    | 3714/6612 [19:04<14:14,  3.39it/s]
 56%|█████▌    | 3715/6612 [19:05<14:13,  3.39it/s]
 56%|█████▌    | 3716/6612 [19:05<16:02,  3.01it/s]
 56%|█████▌    | 3717/6612 [19:05<15:35,  3.10it/s]
 56%|█████▌    | 3718/6612 [19:06<15:09,  3.18it/s]
 56%|█████▌    | 3719/6612 [19:06<14:52,  3.24it/s]
 56%|█████▋    | 3720/6612 [19:06<14:40,  3.29it/s]
 56%|█████▋    | 3721/6612 [19:06<14:31,  3.32it/s]
 56%|█████▋    | 3722/6612 [19:07<14:24,  3.34it/s]
 56%|█████▋    | 3723/6612 [19:07<14:23,  3.35it/s]
 56%|█████▋    | 3724/6612 [19:07<14:19,  3.36it/s]
 56%|█████▋    | 3725/6612 [19:08<14:15,  3.37it/s]
 56%|█████▋    | 3726/6612 [19:08<14:13,  3.38it/s]
 56%|█████▋    | 3727/6612 [19:08<14:13,  3.38it/s]
 56%|█████▋    | 3728/6612 [19:09<14:13,  3.38it/s]
 56%|█████▋    | 3729/6612 [19:09<14:11,  3.39it/s]
 56%|█████▋    | 3730/6612 [19:09<14:10,  3.39it/s]
 56%|█████▋    | 3731/6612 [19:09<14:09,  3.39it/s]
 56%|█████▋    | 3732/6612 [19:10<15:35,  3.08it/s]
 56%|█████▋    | 3733/6612 [19:10<16:08,  2.97it/s]
 56%|█████▋    | 3734/6612 [19:10<15:35,  3.08it/s]
 56%|█████▋    | 3735/6612 [19:11<15:08,  3.17it/s]
 57%|█████▋    | 3736/6612 [19:11<14:50,  3.23it/s]
 57%|█████▋    | 3737/6612 [19:11<14:36,  3.28it/s]
 57%|█████▋    | 3738/6612 [19:12<14:27,  3.31it/s]
 57%|█████▋    | 3739/6612 [19:12<14:21,  3.33it/s]
 57%|█████▋    | 3740/6612 [19:12<14:17,  3.35it/s]
 57%|█████▋    | 3741/6612 [19:13<14:13,  3.36it/s]
 57%|█████▋    | 3742/6612 [19:13<14:10,  3.38it/s]
 57%|█████▋    | 3743/6612 [19:13<14:08,  3.38it/s]
 57%|█████▋    | 3744/6612 [19:13<14:07,  3.39it/s]
 57%|█████▋    | 3745/6612 [19:14<14:05,  3.39it/s]
 57%|█████▋    | 3746/6612 [19:14<14:03,  3.40it/s]
 57%|█████▋    | 3747/6612 [19:14<14:00,  3.41it/s]
 57%|█████▋    | 3748/6612 [19:15<14:01,  3.40it/s]
 57%|█████▋    | 3749/6612 [19:15<15:58,  2.99it/s]
 57%|█████▋    | 3750/6612 [19:15<15:56,  2.99it/s]
 57%|█████▋    | 3751/6612 [19:16<15:21,  3.10it/s]
 57%|█████▋    | 3752/6612 [19:16<14:56,  3.19it/s]
 57%|█████▋    | 3753/6612 [19:16<14:39,  3.25it/s]
 57%|█████▋    | 3754/6612 [19:17<14:28,  3.29it/s]
 57%|█████▋    | 3755/6612 [19:17<14:20,  3.32it/s]
 57%|█████▋    | 3756/6612 [19:17<14:15,  3.34it/s]
 57%|█████▋    | 3757/6612 [19:17<14:10,  3.36it/s]
 57%|█████▋    | 3758/6612 [19:18<14:07,  3.37it/s]
 57%|█████▋    | 3759/6612 [19:18<14:04,  3.38it/s]
 57%|█████▋    | 3760/6612 [19:18<14:01,  3.39it/s]
 57%|█████▋    | 3761/6612 [19:19<14:03,  3.38it/s]
 57%|█████▋    | 3762/6612 [19:19<14:02,  3.38it/s]
 57%|█████▋    | 3763/6612 [19:19<14:00,  3.39it/s]
 57%|█████▋    | 3764/6612 [19:19<13:58,  3.40it/s]
 57%|█████▋    | 3765/6612 [19:20<15:29,  3.06it/s]
 57%|█████▋    | 3766/6612 [19:20<15:21,  3.09it/s]
 57%|█████▋    | 3767/6612 [19:20<14:56,  3.17it/s]
 57%|█████▋    | 3768/6612 [19:21<14:38,  3.24it/s]
 57%|█████▋    | 3769/6612 [19:21<14:25,  3.29it/s]
 57%|█████▋    | 3770/6612 [19:21<14:14,  3.33it/s]
 57%|█████▋    | 3771/6612 [19:22<14:08,  3.35it/s]
 57%|█████▋    | 3772/6612 [19:22<14:06,  3.36it/s]
 57%|█████▋    | 3773/6612 [19:22<14:03,  3.37it/s]
 57%|█████▋    | 3774/6612 [19:23<14:01,  3.37it/s]
 57%|█████▋    | 3775/6612 [19:23<14:00,  3.38it/s]
 57%|█████▋    | 3776/6612 [19:23<14:00,  3.37it/s]
 57%|█████▋    | 3777/6612 [19:23<13:57,  3.38it/s]
 57%|█████▋    | 3778/6612 [19:24<13:57,  3.39it/s]
 57%|█████▋    | 3779/6612 [19:24<13:54,  3.39it/s]
 57%|█████▋    | 3780/6612 [19:24<13:54,  3.39it/s]
 57%|█████▋    | 3781/6612 [19:25<14:00,  3.37it/s]
 57%|█████▋    | 3782/6612 [19:25<15:28,  3.05it/s]
 57%|█████▋    | 3783/6612 [19:25<15:00,  3.14it/s]
 57%|█████▋    | 3784/6612 [19:26<14:39,  3.21it/s]
 57%|█████▋    | 3785/6612 [19:26<14:22,  3.28it/s]
 57%|█████▋    | 3786/6612 [19:26<14:14,  3.31it/s]
 57%|█████▋    | 3787/6612 [19:26<14:07,  3.33it/s]
 57%|█████▋    | 3788/6612 [19:27<14:02,  3.35it/s]
 57%|█████▋    | 3789/6612 [19:27<13:58,  3.37it/s]
 57%|█████▋    | 3790/6612 [19:27<13:55,  3.38it/s]
 57%|█████▋    | 3791/6612 [19:28<13:54,  3.38it/s]
 57%|█████▋    | 3792/6612 [19:28<13:54,  3.38it/s]
 57%|█████▋    | 3793/6612 [19:28<13:52,  3.38it/s]
 57%|█████▋    | 3794/6612 [19:29<13:52,  3.39it/s]
 57%|█████▋    | 3795/6612 [19:29<13:50,  3.39it/s]
 57%|█████▋    | 3796/6612 [19:29<13:49,  3.40it/s]
 57%|█████▋    | 3797/6612 [19:29<13:50,  3.39it/s]
 57%|█████▋    | 3798/6612 [19:30<15:11,  3.09it/s]
 57%|█████▋    | 3799/6612 [19:30<15:04,  3.11it/s]
 57%|█████▋    | 3800/6612 [19:30<14:41,  3.19it/s]
                                                   

 57%|█████▋    | 3800/6612 [19:30<14:41,  3.19it/s]
 57%|█████▋    | 3801/6612 [19:31<14:41,  3.19it/s]
 58%|█████▊    | 3802/6612 [19:31<14:26,  3.24it/s]
 58%|█████▊    | 3803/6612 [19:31<14:15,  3.28it/s]
 58%|█████▊    | 3804/6612 [19:32<14:05,  3.32it/s]
 58%|█████▊    | 3805/6612 [19:32<14:01,  3.34it/s]
 58%|█████▊    | 3806/6612 [19:32<13:54,  3.36it/s]
 58%|█████▊    | 3807/6612 [19:33<13:52,  3.37it/s]
 58%|█████▊    | 3808/6612 [19:33<13:50,  3.38it/s]
 58%|█████▊    | 3809/6612 [19:33<13:48,  3.38it/s]
 58%|█████▊    | 3810/6612 [19:33<13:47,  3.39it/s]
 58%|█████▊    | 3811/6612 [19:34<13:46,  3.39it/s]
 58%|█████▊    | 3812/6612 [19:34<13:45,  3.39it/s]
 58%|█████▊    | 3813/6612 [19:34<13:45,  3.39it/s]
 58%|█████▊    | 3814/6612 [19:35<13:45,  3.39it/s]
 58%|█████▊    | 3815/6612 [19:35<15:40,  2.97it/s]
 58%|█████▊    | 3816/6612 [19:35<15:35,  2.99it/s]
 58%|█████▊    | 3817/6612 [19:36<15:01,  3.10it/s]
 58%|█████▊    | 3818/6612 [19:36<14:38,  3.18it/s]
 58%|█████▊    | 3819/6612 [19:36<14:21,  3.24it/s]
 58%|█████▊    | 3820/6612 [19:37<14:09,  3.29it/s]
 58%|█████▊    | 3821/6612 [19:37<14:01,  3.32it/s]
 58%|█████▊    | 3822/6612 [19:37<13:55,  3.34it/s]
 58%|█████▊    | 3823/6612 [19:37<13:51,  3.36it/s]
 58%|█████▊    | 3824/6612 [19:38<13:50,  3.36it/s]
 58%|█████▊    | 3825/6612 [19:38<13:47,  3.37it/s]
 58%|█████▊    | 3826/6612 [19:38<13:45,  3.38it/s]
 58%|█████▊    | 3827/6612 [19:39<13:39,  3.40it/s]
 58%|█████▊    | 3828/6612 [19:39<13:40,  3.39it/s]
 58%|█████▊    | 3829/6612 [19:39<13:41,  3.39it/s]
 58%|█████▊    | 3830/6612 [19:39<13:40,  3.39it/s]
 58%|█████▊    | 3831/6612 [19:40<15:14,  3.04it/s]
 58%|█████▊    | 3832/6612 [19:40<14:51,  3.12it/s]
 58%|█████▊    | 3833/6612 [19:40<14:30,  3.19it/s]
 58%|█████▊    | 3834/6612 [19:41<14:14,  3.25it/s]
 58%|█████▊    | 3835/6612 [19:41<14:05,  3.28it/s]
 58%|█████▊    | 3836/6612 [19:41<13:56,  3.32it/s]
 58%|█████▊    | 3837/6612 [19:42<13:49,  3.35it/s]
 58%|█████▊    | 3838/6612 [19:42<13:45,  3.36it/s]
 58%|█████▊    | 3839/6612 [19:42<13:42,  3.37it/s]
 58%|█████▊    | 3840/6612 [19:43<13:40,  3.38it/s]
 58%|█████▊    | 3841/6612 [19:43<13:38,  3.38it/s]
 58%|█████▊    | 3842/6612 [19:43<13:37,  3.39it/s]
 58%|█████▊    | 3843/6612 [19:43<13:35,  3.39it/s]
 58%|█████▊    | 3844/6612 [19:44<13:36,  3.39it/s]
 58%|█████▊    | 3845/6612 [19:44<13:36,  3.39it/s]
 58%|█████▊    | 3846/6612 [19:44<13:32,  3.40it/s]
 58%|█████▊    | 3847/6612 [19:45<13:32,  3.40it/s]
 58%|█████▊    | 3848/6612 [19:45<15:25,  2.99it/s]
 58%|█████▊    | 3849/6612 [19:45<15:10,  3.04it/s]
 58%|█████▊    | 3850/6612 [19:46<14:39,  3.14it/s]
 58%|█████▊    | 3851/6612 [19:46<14:18,  3.21it/s]
 58%|█████▊    | 3852/6612 [19:46<14:06,  3.26it/s]
 58%|█████▊    | 3853/6612 [19:47<13:54,  3.30it/s]
 58%|█████▊    | 3854/6612 [19:47<13:48,  3.33it/s]
 58%|█████▊    | 3855/6612 [19:47<13:41,  3.35it/s]
 58%|█████▊    | 3856/6612 [19:47<13:39,  3.36it/s]
 58%|█████▊    | 3857/6612 [19:48<12:11,  3.76it/s]{'eval_avg_acc': 0.6575587334014301, 'eval_avg_precision': 0.6347379214421532, 'eval_avg_recall': 0.6575587334014301, 'eval_avg_f1': 0.6334599875503163, 'eval_main_acc': 0.7088866189989785, 'eval_main_precision': 0.7002756580388332, 'eval_main_recall': 0.7088866189989785, 'eval_main_f1': 0.6978442247815423, 'eval_sub_acc': 0.5791624106230848, 'eval_sub_precision': 0.5794053702237486, 'eval_sub_recall': 0.5791624106230848, 'eval_sub_f1': 0.5651779905639578, 'eval_interv_acc': 0.6700715015321757, 'eval_interv_precision': 0.6455295968127501, 'eval_interv_recall': 0.6700715015321757, 'eval_interv_f1': 0.653315060095469, 'eval_priority_acc': 0.6721144024514811, 'eval_priority_precision': 0.6137410606932813, 'eval_priority_recall': 0.6721144024514811, 'eval_priority_f1': 0.6175026747602962, 'eval_runtime': 5.2909, 'eval_samples_per_second': 185.034, 'eval_steps_per_second': 11.718, 'epoch': 6.0}
{'loss': 2.9628, 'grad_norm': 18.006244659423828, 'learning_rate': 9.718693284936481e-06, 'epoch': 6.17}
{'loss': 2.9506, 'grad_norm': 18.243024826049805, 'learning_rate': 9.4162129461585e-06, 'epoch': 6.35}
{'loss': 2.9719, 'grad_norm': 17.755516052246094, 'learning_rate': 9.113732607380521e-06, 'epoch': 6.53}
{'loss': 3.0871, 'grad_norm': 17.46817398071289, 'learning_rate': 8.811252268602542e-06, 'epoch': 6.72}
{'loss': 3.0037, 'grad_norm': 28.830854415893555, 'learning_rate': 8.508771929824563e-06, 'epoch': 6.9}


  0%|          | 0/62 [00:00<?, ?it/s]

  5%|▍         | 3/62 [00:00<00:03, 17.51it/s]

  8%|▊         | 5/62 [00:00<00:04, 14.06it/s]

 11%|█▏        | 7/62 [00:00<00:04, 12.96it/s]

 15%|█▍        | 9/62 [00:00<00:04, 12.45it/s]

 18%|█▊        | 11/62 [00:00<00:04, 12.15it/s]

 21%|██        | 13/62 [00:01<00:04, 11.92it/s]

 24%|██▍       | 15/62 [00:01<00:03, 11.82it/s]

 27%|██▋       | 17/62 [00:01<00:03, 11.76it/s]

 31%|███       | 19/62 [00:01<00:03, 11.71it/s]

 34%|███▍      | 21/62 [00:01<00:03, 11.68it/s]

 37%|███▋      | 23/62 [00:01<00:03, 11.65it/s]

 40%|████      | 25/62 [00:02<00:03,  9.70it/s]

 44%|████▎     | 27/62 [00:02<00:03,  9.56it/s]

 45%|████▌     | 28/62 [00:02<00:03,  9.62it/s]

 48%|████▊     | 30/62 [00:02<00:03, 10.22it/s]

 52%|█████▏    | 32/62 [00:02<00:02, 10.64it/s]

 55%|█████▍    | 34/62 [00:03<00:02, 10.94it/s]

 58%|█████▊    | 36/62 [00:03<00:02, 11.14it/s]

 61%|██████▏   | 38/62 [00:03<00:02, 11.26it/s]

 65%|██████▍   | 40/62 [00:03<00:01, 11.34it/s]

 68%|██████▊   | 42/62 [00:03<00:01, 11.42it/s]

 71%|███████   | 44/62 [00:03<00:01, 11.47it/s]

 74%|███████▍  | 46/62 [00:04<00:01, 11.51it/s]

 77%|███████▋  | 48/62 [00:04<00:01, 11.54it/s]

 81%|████████  | 50/62 [00:04<00:01, 11.54it/s]

 84%|████████▍ | 52/62 [00:04<00:00, 11.55it/s]

 87%|████████▋ | 54/62 [00:04<00:00, 11.56it/s]

 90%|█████████ | 56/62 [00:04<00:00, 11.58it/s]

 94%|█████████▎| 58/62 [00:05<00:00, 11.59it/s]

 97%|█████████▋| 60/62 [00:05<00:00, 11.59it/s]

100%|██████████| 62/62 [00:05<00:00, 13.20it/s]
                                                   

                                               

 58%|█████▊    | 3857/6612 [19:53<12:11,  3.76it/s]

100%|██████████| 62/62 [00:05<00:00, 13.20it/s]

                                               
 58%|█████▊    | 3858/6612 [19:54<1:38:34,  2.15s/it]
 58%|█████▊    | 3859/6612 [19:54<1:13:03,  1.59s/it]
 58%|█████▊    | 3860/6612 [19:55<56:34,  1.23s/it]  
 58%|█████▊    | 3861/6612 [19:55<44:18,  1.03it/s]
 58%|█████▊    | 3862/6612 [19:55<35:04,  1.31it/s]
 58%|█████▊    | 3863/6612 [19:56<28:36,  1.60it/s]
 58%|█████▊    | 3864/6612 [19:56<24:03,  1.90it/s]
 58%|█████▊    | 3865/6612 [19:56<20:49,  2.20it/s]
 58%|█████▊    | 3866/6612 [19:57<18:36,  2.46it/s]
 58%|█████▊    | 3867/6612 [19:57<17:05,  2.68it/s]
 58%|█████▊    | 3868/6612 [19:57<16:00,  2.86it/s]
 59%|█████▊    | 3869/6612 [19:58<15:14,  3.00it/s]
 59%|█████▊    | 3870/6612 [19:58<14:43,  3.11it/s]
 59%|█████▊    | 3871/6612 [19:58<14:21,  3.18it/s]
 59%|█████▊    | 3872/6612 [19:58<14:04,  3.24it/s]
 59%|█████▊    | 3873/6612 [19:59<13:53,  3.29it/s]
 59%|█████▊    | 3874/6612 [19:59<13:44,  3.32it/s]
 59%|█████▊    | 3875/6612 [19:59<13:38,  3.34it/s]
 59%|█████▊    | 3876/6612 [20:00<13:35,  3.36it/s]
 59%|█████▊    | 3877/6612 [20:00<15:08,  3.01it/s]
 59%|█████▊    | 3878/6612 [20:00<14:37,  3.12it/s]
 59%|█████▊    | 3879/6612 [20:01<14:15,  3.20it/s]
 59%|█████▊    | 3880/6612 [20:01<14:00,  3.25it/s]
 59%|█████▊    | 3881/6612 [20:01<13:49,  3.29it/s]
 59%|█████▊    | 3882/6612 [20:01<13:42,  3.32it/s]
 59%|█████▊    | 3883/6612 [20:02<13:37,  3.34it/s]
 59%|█████▊    | 3884/6612 [20:02<13:32,  3.36it/s]
 59%|█████▉    | 3885/6612 [20:02<13:28,  3.37it/s]
 59%|█████▉    | 3886/6612 [20:03<13:26,  3.38it/s]
 59%|█████▉    | 3887/6612 [20:03<13:26,  3.38it/s]
 59%|█████▉    | 3888/6612 [20:03<13:25,  3.38it/s]
 59%|█████▉    | 3889/6612 [20:04<13:23,  3.39it/s]
 59%|█████▉    | 3890/6612 [20:04<13:23,  3.39it/s]
 59%|█████▉    | 3891/6612 [20:04<13:22,  3.39it/s]
 59%|█████▉    | 3892/6612 [20:04<13:22,  3.39it/s]
 59%|█████▉    | 3893/6612 [20:05<14:43,  3.08it/s]
 59%|█████▉    | 3894/6612 [20:05<15:11,  2.98it/s]
 59%|█████▉    | 3895/6612 [20:05<15:01,  3.01it/s]
 59%|█████▉    | 3896/6612 [20:06<14:32,  3.11it/s]
 59%|█████▉    | 3897/6612 [20:06<14:09,  3.20it/s]
 59%|█████▉    | 3898/6612 [20:06<13:54,  3.25it/s]
 59%|█████▉    | 3899/6612 [20:07<13:43,  3.29it/s]
 59%|█████▉    | 3900/6612 [20:07<13:34,  3.33it/s]
                                                   

 59%|█████▉    | 3900/6612 [20:07<13:34,  3.33it/s]
 59%|█████▉    | 3901/6612 [20:07<13:45,  3.28it/s]
 59%|█████▉    | 3902/6612 [20:08<13:37,  3.31it/s]
 59%|█████▉    | 3903/6612 [20:08<13:31,  3.34it/s]
 59%|█████▉    | 3904/6612 [20:08<13:27,  3.35it/s]
 59%|█████▉    | 3905/6612 [20:08<13:23,  3.37it/s]
 59%|█████▉    | 3906/6612 [20:09<13:24,  3.36it/s]
 59%|█████▉    | 3907/6612 [20:09<13:21,  3.37it/s]
 59%|█████▉    | 3908/6612 [20:09<13:18,  3.38it/s]
 59%|█████▉    | 3909/6612 [20:10<14:06,  3.19it/s]
 59%|█████▉    | 3910/6612 [20:10<14:46,  3.05it/s]
 59%|█████▉    | 3911/6612 [20:10<14:18,  3.15it/s]
 59%|█████▉    | 3912/6612 [20:11<13:59,  3.22it/s]
 59%|█████▉    | 3913/6612 [20:11<13:46,  3.27it/s]
 59%|█████▉    | 3914/6612 [20:11<13:36,  3.31it/s]
 59%|█████▉    | 3915/6612 [20:12<13:30,  3.33it/s]
 59%|█████▉    | 3916/6612 [20:12<13:26,  3.34it/s]
 59%|█████▉    | 3917/6612 [20:12<13:23,  3.35it/s]
 59%|█████▉    | 3918/6612 [20:12<13:19,  3.37it/s]
 59%|█████▉    | 3919/6612 [20:13<13:17,  3.38it/s]
 59%|█████▉    | 3920/6612 [20:13<13:15,  3.38it/s]
 59%|█████▉    | 3921/6612 [20:13<13:14,  3.39it/s]
 59%|█████▉    | 3922/6612 [20:14<13:13,  3.39it/s]
 59%|█████▉    | 3923/6612 [20:14<13:13,  3.39it/s]
 59%|█████▉    | 3924/6612 [20:14<13:13,  3.39it/s]
 59%|█████▉    | 3925/6612 [20:14<13:13,  3.39it/s]
 59%|█████▉    | 3926/6612 [20:15<14:44,  3.04it/s]
 59%|█████▉    | 3927/6612 [20:15<15:07,  2.96it/s]
 59%|█████▉    | 3928/6612 [20:16<14:32,  3.08it/s]
 59%|█████▉    | 3929/6612 [20:16<14:07,  3.17it/s]
 59%|█████▉    | 3930/6612 [20:16<13:50,  3.23it/s]
 59%|█████▉    | 3931/6612 [20:16<13:37,  3.28it/s]
 59%|█████▉    | 3932/6612 [20:17<13:28,  3.31it/s]
 59%|█████▉    | 3933/6612 [20:17<13:22,  3.34it/s]
 59%|█████▉    | 3934/6612 [20:17<13:17,  3.36it/s]
 60%|█████▉    | 3935/6612 [20:18<13:13,  3.37it/s]
 60%|█████▉    | 3936/6612 [20:18<13:10,  3.38it/s]
 60%|█████▉    | 3937/6612 [20:18<13:10,  3.38it/s]
 60%|█████▉    | 3938/6612 [20:18<13:11,  3.38it/s]
 60%|█████▉    | 3939/6612 [20:19<13:09,  3.38it/s]
 60%|█████▉    | 3940/6612 [20:19<13:09,  3.39it/s]
 60%|█████▉    | 3941/6612 [20:19<13:07,  3.39it/s]
 60%|█████▉    | 3942/6612 [20:20<13:10,  3.38it/s]
 60%|█████▉    | 3943/6612 [20:20<13:08,  3.39it/s]
 60%|█████▉    | 3944/6612 [20:20<13:06,  3.39it/s]
 60%|█████▉    | 3945/6612 [20:21<13:05,  3.39it/s]
 60%|█████▉    | 3946/6612 [20:21<13:04,  3.40it/s]
 60%|█████▉    | 3947/6612 [20:21<13:05,  3.39it/s]
 60%|█████▉    | 3948/6612 [20:21<13:04,  3.40it/s]
 60%|█████▉    | 3949/6612 [20:22<13:03,  3.40it/s]
 60%|█████▉    | 3950/6612 [20:22<13:03,  3.40it/s]
 60%|█████▉    | 3951/6612 [20:22<13:03,  3.40it/s]
 60%|█████▉    | 3952/6612 [20:23<13:03,  3.40it/s]
 60%|█████▉    | 3953/6612 [20:23<13:03,  3.39it/s]
 60%|█████▉    | 3954/6612 [20:23<13:03,  3.39it/s]
 60%|█████▉    | 3955/6612 [20:24<13:02,  3.40it/s]
 60%|█████▉    | 3956/6612 [20:24<13:03,  3.39it/s]
 60%|█████▉    | 3957/6612 [20:24<13:03,  3.39it/s]
 60%|█████▉    | 3958/6612 [20:24<13:02,  3.39it/s]
 60%|█████▉    | 3959/6612 [20:25<13:02,  3.39it/s]
 60%|█████▉    | 3960/6612 [20:25<13:01,  3.39it/s]
 60%|█████▉    | 3961/6612 [20:25<13:04,  3.38it/s]
 60%|█████▉    | 3962/6612 [20:26<13:00,  3.39it/s]
 60%|█████▉    | 3963/6612 [20:26<13:00,  3.39it/s]
 60%|█████▉    | 3964/6612 [20:26<13:00,  3.39it/s]
 60%|█████▉    | 3965/6612 [20:26<13:00,  3.39it/s]
 60%|█████▉    | 3966/6612 [20:27<12:59,  3.39it/s]
 60%|█████▉    | 3967/6612 [20:27<12:59,  3.40it/s]
 60%|██████    | 3968/6612 [20:27<12:58,  3.40it/s]
 60%|██████    | 3969/6612 [20:28<12:57,  3.40it/s]
 60%|██████    | 3970/6612 [20:28<12:57,  3.40it/s]
 60%|██████    | 3971/6612 [20:28<12:57,  3.40it/s]
 60%|██████    | 3972/6612 [20:29<12:55,  3.40it/s]
 60%|██████    | 3973/6612 [20:29<12:55,  3.40it/s]
 60%|██████    | 3974/6612 [20:29<12:54,  3.41it/s]
 60%|██████    | 3975/6612 [20:29<12:56,  3.39it/s]
 60%|██████    | 3976/6612 [20:30<12:55,  3.40it/s]
 60%|██████    | 3977/6612 [20:30<12:55,  3.40it/s]
 60%|██████    | 3978/6612 [20:30<12:55,  3.40it/s]
 60%|██████    | 3979/6612 [20:31<12:56,  3.39it/s]
 60%|██████    | 3980/6612 [20:31<12:55,  3.39it/s]
 60%|██████    | 3981/6612 [20:31<12:56,  3.39it/s]
 60%|██████    | 3982/6612 [20:31<12:55,  3.39it/s]
 60%|██████    | 3983/6612 [20:32<12:55,  3.39it/s]
 60%|██████    | 3984/6612 [20:32<12:54,  3.39it/s]
 60%|██████    | 3985/6612 [20:32<12:54,  3.39it/s]
 60%|██████    | 3986/6612 [20:33<12:53,  3.39it/s]
 60%|██████    | 3987/6612 [20:33<12:53,  3.39it/s]
 60%|██████    | 3988/6612 [20:33<12:53,  3.39it/s]
 60%|██████    | 3989/6612 [20:34<12:53,  3.39it/s]
 60%|██████    | 3990/6612 [20:34<12:52,  3.39it/s]
 60%|██████    | 3991/6612 [20:34<12:52,  3.39it/s]
 60%|██████    | 3992/6612 [20:34<12:49,  3.40it/s]
 60%|██████    | 3993/6612 [20:35<12:49,  3.40it/s]
 60%|██████    | 3994/6612 [20:35<12:51,  3.39it/s]
 60%|██████    | 3995/6612 [20:35<12:52,  3.39it/s]
 60%|██████    | 3996/6612 [20:36<12:52,  3.39it/s]
 60%|██████    | 3997/6612 [20:36<12:51,  3.39it/s]
 60%|██████    | 3998/6612 [20:36<12:51,  3.39it/s]
 60%|██████    | 3999/6612 [20:36<12:54,  3.38it/s]
 60%|██████    | 4000/6612 [20:37<12:53,  3.38it/s]
                                                   

 60%|██████    | 4000/6612 [20:37<12:53,  3.38it/s]
 61%|██████    | 4001/6612 [20:37<13:07,  3.32it/s]
 61%|██████    | 4002/6612 [20:37<13:01,  3.34it/s]
 61%|██████    | 4003/6612 [20:38<12:57,  3.35it/s]
 61%|██████    | 4004/6612 [20:38<12:52,  3.37it/s]
 61%|██████    | 4005/6612 [20:38<12:49,  3.39it/s]
 61%|██████    | 4006/6612 [20:39<12:49,  3.39it/s]
 61%|██████    | 4007/6612 [20:39<12:51,  3.37it/s]
 61%|██████    | 4008/6612 [20:39<12:49,  3.38it/s]
 61%|██████    | 4009/6612 [20:39<12:49,  3.38it/s]
 61%|██████    | 4010/6612 [20:40<12:47,  3.39it/s]
 61%|██████    | 4011/6612 [20:40<12:47,  3.39it/s]
 61%|██████    | 4012/6612 [20:40<12:45,  3.40it/s]
 61%|██████    | 4013/6612 [20:41<12:44,  3.40it/s]
 61%|██████    | 4014/6612 [20:41<12:44,  3.40it/s]
 61%|██████    | 4015/6612 [20:41<12:44,  3.40it/s]
 61%|██████    | 4016/6612 [20:41<12:45,  3.39it/s]
 61%|██████    | 4017/6612 [20:42<12:45,  3.39it/s]
 61%|██████    | 4018/6612 [20:42<12:44,  3.39it/s]
 61%|██████    | 4019/6612 [20:42<12:43,  3.40it/s]
 61%|██████    | 4020/6612 [20:43<12:43,  3.39it/s]
 61%|██████    | 4021/6612 [20:43<12:43,  3.39it/s]
 61%|██████    | 4022/6612 [20:43<12:43,  3.39it/s]
 61%|██████    | 4023/6612 [20:44<12:42,  3.39it/s]
 61%|██████    | 4024/6612 [20:44<12:42,  3.39it/s]
 61%|██████    | 4025/6612 [20:44<12:42,  3.39it/s]
 61%|██████    | 4026/6612 [20:44<12:42,  3.39it/s]
 61%|██████    | 4027/6612 [20:45<12:41,  3.40it/s]
 61%|██████    | 4028/6612 [20:45<12:41,  3.39it/s]
 61%|██████    | 4029/6612 [20:45<12:39,  3.40it/s]
 61%|██████    | 4030/6612 [20:46<12:39,  3.40it/s]
 61%|██████    | 4031/6612 [20:46<12:40,  3.40it/s]
 61%|██████    | 4032/6612 [20:46<12:39,  3.40it/s]
 61%|██████    | 4033/6612 [20:47<12:36,  3.41it/s]
 61%|██████    | 4034/6612 [20:47<12:37,  3.40it/s]
 61%|██████    | 4035/6612 [20:47<12:41,  3.38it/s]
 61%|██████    | 4036/6612 [20:47<12:40,  3.39it/s]
 61%|██████    | 4037/6612 [20:48<12:40,  3.39it/s]
 61%|██████    | 4038/6612 [20:48<12:37,  3.40it/s]
 61%|██████    | 4039/6612 [20:48<12:37,  3.40it/s]
 61%|██████    | 4040/6612 [20:49<12:38,  3.39it/s]
 61%|██████    | 4041/6612 [20:49<12:38,  3.39it/s]
 61%|██████    | 4042/6612 [20:49<12:37,  3.39it/s]
 61%|██████    | 4043/6612 [20:49<12:37,  3.39it/s]
 61%|██████    | 4044/6612 [20:50<12:39,  3.38it/s]
 61%|██████    | 4045/6612 [20:50<12:39,  3.38it/s]
 61%|██████    | 4046/6612 [20:50<12:38,  3.38it/s]
 61%|██████    | 4047/6612 [20:51<12:37,  3.38it/s]
 61%|██████    | 4048/6612 [20:51<12:34,  3.40it/s]
 61%|██████    | 4049/6612 [20:51<12:34,  3.40it/s]
 61%|██████▏   | 4050/6612 [20:52<12:34,  3.40it/s]
 61%|██████▏   | 4051/6612 [20:52<12:34,  3.39it/s]
 61%|██████▏   | 4052/6612 [20:52<12:33,  3.40it/s]
 61%|██████▏   | 4053/6612 [20:52<12:33,  3.40it/s]
 61%|██████▏   | 4054/6612 [20:53<12:34,  3.39it/s]
 61%|██████▏   | 4055/6612 [20:53<12:33,  3.39it/s]
 61%|██████▏   | 4056/6612 [20:53<12:33,  3.39it/s]
 61%|██████▏   | 4057/6612 [20:54<12:29,  3.41it/s]
 61%|██████▏   | 4058/6612 [20:54<12:29,  3.41it/s]
 61%|██████▏   | 4059/6612 [20:54<12:30,  3.40it/s]
 61%|██████▏   | 4060/6612 [20:54<12:30,  3.40it/s]
 61%|██████▏   | 4061/6612 [20:55<12:30,  3.40it/s]
 61%|██████▏   | 4062/6612 [20:55<12:30,  3.40it/s]
 61%|██████▏   | 4063/6612 [20:55<12:30,  3.40it/s]
 61%|██████▏   | 4064/6612 [20:56<12:30,  3.39it/s]
 61%|██████▏   | 4065/6612 [20:56<12:29,  3.40it/s]
 61%|██████▏   | 4066/6612 [20:56<12:28,  3.40it/s]
 62%|██████▏   | 4067/6612 [20:57<12:28,  3.40it/s]
 62%|██████▏   | 4068/6612 [20:57<12:28,  3.40it/s]
 62%|██████▏   | 4069/6612 [20:57<12:28,  3.40it/s]
 62%|██████▏   | 4070/6612 [20:57<12:28,  3.40it/s]
 62%|██████▏   | 4071/6612 [20:58<12:27,  3.40it/s]
 62%|██████▏   | 4072/6612 [20:58<12:26,  3.40it/s]
 62%|██████▏   | 4073/6612 [20:58<12:26,  3.40it/s]
 62%|██████▏   | 4074/6612 [20:59<12:26,  3.40it/s]
 62%|██████▏   | 4075/6612 [20:59<12:25,  3.40it/s]
 62%|██████▏   | 4076/6612 [20:59<12:26,  3.40it/s]
 62%|██████▏   | 4077/6612 [20:59<12:26,  3.40it/s]
 62%|██████▏   | 4078/6612 [21:00<12:26,  3.40it/s]
 62%|██████▏   | 4079/6612 [21:00<12:26,  3.39it/s]
 62%|██████▏   | 4080/6612 [21:00<12:25,  3.40it/s]
 62%|██████▏   | 4081/6612 [21:01<12:25,  3.39it/s]
 62%|██████▏   | 4082/6612 [21:01<12:24,  3.40it/s]
 62%|██████▏   | 4083/6612 [21:01<12:24,  3.40it/s]
 62%|██████▏   | 4084/6612 [21:02<12:24,  3.40it/s]
 62%|██████▏   | 4085/6612 [21:02<12:23,  3.40it/s]
 62%|██████▏   | 4086/6612 [21:02<12:22,  3.40it/s]
 62%|██████▏   | 4087/6612 [21:02<12:21,  3.40it/s]
 62%|██████▏   | 4088/6612 [21:03<12:21,  3.40it/s]
 62%|██████▏   | 4089/6612 [21:03<12:22,  3.40it/s]
 62%|██████▏   | 4090/6612 [21:03<12:22,  3.40it/s]
 62%|██████▏   | 4091/6612 [21:04<12:26,  3.38it/s]
 62%|██████▏   | 4092/6612 [21:04<12:24,  3.38it/s]
 62%|██████▏   | 4093/6612 [21:04<12:27,  3.37it/s]
 62%|██████▏   | 4094/6612 [21:04<12:25,  3.38it/s]
 62%|██████▏   | 4095/6612 [21:05<12:23,  3.38it/s]
 62%|██████▏   | 4096/6612 [21:05<12:21,  3.39it/s]
 62%|██████▏   | 4097/6612 [21:05<12:21,  3.39it/s]
 62%|██████▏   | 4098/6612 [21:06<12:20,  3.39it/s]
 62%|██████▏   | 4099/6612 [21:06<12:21,  3.39it/s]
 62%|██████▏   | 4100/6612 [21:06<12:19,  3.40it/s]
                                                   

 62%|██████▏   | 4100/6612 [21:06<12:19,  3.40it/s]
 62%|██████▏   | 4101/6612 [21:07<12:37,  3.31it/s]
 62%|██████▏   | 4102/6612 [21:07<12:32,  3.34it/s]
 62%|██████▏   | 4103/6612 [21:07<12:29,  3.35it/s]
 62%|██████▏   | 4104/6612 [21:07<12:25,  3.36it/s]
 62%|██████▏   | 4105/6612 [21:08<12:24,  3.37it/s]
 62%|██████▏   | 4106/6612 [21:08<12:22,  3.38it/s]
 62%|██████▏   | 4107/6612 [21:08<12:20,  3.38it/s]
 62%|██████▏   | 4108/6612 [21:09<12:19,  3.38it/s]
 62%|██████▏   | 4109/6612 [21:09<12:18,  3.39it/s]
 62%|██████▏   | 4110/6612 [21:09<12:19,  3.38it/s]
 62%|██████▏   | 4111/6612 [21:10<12:19,  3.38it/s]
 62%|██████▏   | 4112/6612 [21:10<12:17,  3.39it/s]
 62%|██████▏   | 4113/6612 [21:10<12:15,  3.40it/s]
 62%|██████▏   | 4114/6612 [21:10<12:14,  3.40it/s]
 62%|██████▏   | 4115/6612 [21:11<12:14,  3.40it/s]
 62%|██████▏   | 4116/6612 [21:11<12:13,  3.40it/s]
 62%|██████▏   | 4117/6612 [21:11<12:15,  3.39it/s]
 62%|██████▏   | 4118/6612 [21:12<12:15,  3.39it/s]
 62%|██████▏   | 4119/6612 [21:12<12:15,  3.39it/s]
 62%|██████▏   | 4120/6612 [21:12<12:15,  3.39it/s]
 62%|██████▏   | 4121/6612 [21:12<12:15,  3.39it/s]
 62%|██████▏   | 4122/6612 [21:13<12:12,  3.40it/s]
 62%|██████▏   | 4123/6612 [21:13<12:12,  3.40it/s]
 62%|██████▏   | 4124/6612 [21:13<12:12,  3.39it/s]
 62%|██████▏   | 4125/6612 [21:14<12:13,  3.39it/s]
 62%|██████▏   | 4126/6612 [21:14<12:12,  3.39it/s]
 62%|██████▏   | 4127/6612 [21:14<12:12,  3.39it/s]
 62%|██████▏   | 4128/6612 [21:15<12:12,  3.39it/s]
 62%|██████▏   | 4129/6612 [21:15<12:13,  3.38it/s]
 62%|██████▏   | 4130/6612 [21:15<12:12,  3.39it/s]
 62%|██████▏   | 4131/6612 [21:15<12:11,  3.39it/s]
 62%|██████▏   | 4132/6612 [21:16<12:11,  3.39it/s]
 63%|██████▎   | 4133/6612 [21:16<12:10,  3.39it/s]
 63%|██████▎   | 4134/6612 [21:16<12:11,  3.39it/s]
 63%|██████▎   | 4135/6612 [21:17<12:11,  3.38it/s]
 63%|██████▎   | 4136/6612 [21:17<12:10,  3.39it/s]
 63%|██████▎   | 4137/6612 [21:17<12:09,  3.39it/s]
 63%|██████▎   | 4138/6612 [21:17<12:09,  3.39it/s]
 63%|██████▎   | 4139/6612 [21:18<12:09,  3.39it/s]
 63%|██████▎   | 4140/6612 [21:18<12:08,  3.39it/s]
 63%|██████▎   | 4141/6612 [21:18<12:04,  3.41it/s]
 63%|██████▎   | 4142/6612 [21:19<12:05,  3.40it/s]
 63%|██████▎   | 4143/6612 [21:19<12:07,  3.39it/s]
 63%|██████▎   | 4144/6612 [21:19<12:07,  3.39it/s]
 63%|██████▎   | 4145/6612 [21:20<12:06,  3.39it/s]
 63%|██████▎   | 4146/6612 [21:20<12:07,  3.39it/s]
 63%|██████▎   | 4147/6612 [21:20<12:06,  3.39it/s]
 63%|██████▎   | 4148/6612 [21:20<12:07,  3.39it/s]
 63%|██████▎   | 4149/6612 [21:21<12:05,  3.39it/s]
 63%|██████▎   | 4150/6612 [21:21<12:05,  3.40it/s]
 63%|██████▎   | 4151/6612 [21:21<12:04,  3.40it/s]
 63%|██████▎   | 4152/6612 [21:22<12:05,  3.39it/s]
 63%|██████▎   | 4153/6612 [21:22<12:04,  3.39it/s]
 63%|██████▎   | 4154/6612 [21:22<12:04,  3.39it/s]
 63%|██████▎   | 4155/6612 [21:22<12:03,  3.40it/s]
 63%|██████▎   | 4156/6612 [21:23<12:01,  3.41it/s]
 63%|██████▎   | 4157/6612 [21:23<12:02,  3.40it/s]
 63%|██████▎   | 4158/6612 [21:23<12:01,  3.40it/s]
 63%|██████▎   | 4159/6612 [21:24<12:02,  3.39it/s]
 63%|██████▎   | 4160/6612 [21:24<12:01,  3.40it/s]
 63%|██████▎   | 4161/6612 [21:24<12:02,  3.39it/s]
 63%|██████▎   | 4162/6612 [21:25<12:02,  3.39it/s]
 63%|██████▎   | 4163/6612 [21:25<12:02,  3.39it/s]
 63%|██████▎   | 4164/6612 [21:25<12:01,  3.39it/s]
 63%|██████▎   | 4165/6612 [21:25<12:01,  3.39it/s]
 63%|██████▎   | 4166/6612 [21:26<12:00,  3.39it/s]
 63%|██████▎   | 4167/6612 [21:26<12:02,  3.39it/s]
 63%|██████▎   | 4168/6612 [21:26<12:00,  3.39it/s]
 63%|██████▎   | 4169/6612 [21:27<11:57,  3.40it/s]
 63%|██████▎   | 4170/6612 [21:27<11:57,  3.40it/s]
 63%|██████▎   | 4171/6612 [21:27<11:57,  3.40it/s]
 63%|██████▎   | 4172/6612 [21:27<11:57,  3.40it/s]
 63%|██████▎   | 4173/6612 [21:28<11:57,  3.40it/s]
 63%|██████▎   | 4174/6612 [21:28<11:57,  3.40it/s]
 63%|██████▎   | 4175/6612 [21:28<11:57,  3.40it/s]
 63%|██████▎   | 4176/6612 [21:29<11:56,  3.40it/s]
 63%|██████▎   | 4177/6612 [21:29<11:56,  3.40it/s]
 63%|██████▎   | 4178/6612 [21:29<11:56,  3.39it/s]
 63%|██████▎   | 4179/6612 [21:30<11:56,  3.40it/s]
 63%|██████▎   | 4180/6612 [21:30<11:53,  3.41it/s]
 63%|██████▎   | 4181/6612 [21:30<11:53,  3.41it/s]
 63%|██████▎   | 4182/6612 [21:30<11:54,  3.40it/s]
 63%|██████▎   | 4183/6612 [21:31<11:54,  3.40it/s]
 63%|██████▎   | 4184/6612 [21:31<11:55,  3.39it/s]
 63%|██████▎   | 4185/6612 [21:31<11:53,  3.40it/s]
 63%|██████▎   | 4186/6612 [21:32<11:54,  3.40it/s]
 63%|██████▎   | 4187/6612 [21:32<11:53,  3.40it/s]
 63%|██████▎   | 4188/6612 [21:32<11:53,  3.40it/s]
 63%|██████▎   | 4189/6612 [21:32<11:52,  3.40it/s]
 63%|██████▎   | 4190/6612 [21:33<11:52,  3.40it/s]
 63%|██████▎   | 4191/6612 [21:33<11:53,  3.39it/s]
 63%|██████▎   | 4192/6612 [21:33<11:53,  3.39it/s]
 63%|██████▎   | 4193/6612 [21:34<11:52,  3.39it/s]
 63%|██████▎   | 4194/6612 [21:34<11:52,  3.39it/s]
 63%|██████▎   | 4195/6612 [21:34<11:50,  3.40it/s]
 63%|██████▎   | 4196/6612 [21:35<11:51,  3.39it/s]
 63%|██████▎   | 4197/6612 [21:35<11:51,  3.39it/s]
 63%|██████▎   | 4198/6612 [21:35<11:50,  3.40it/s]
 64%|██████▎   | 4199/6612 [21:35<11:51,  3.39it/s]
 64%|██████▎   | 4200/6612 [21:36<11:50,  3.40it/s]
                                                   

 64%|██████▎   | 4200/6612 [21:36<11:50,  3.40it/s]
 64%|██████▎   | 4201/6612 [21:36<12:04,  3.33it/s]
 64%|██████▎   | 4202/6612 [21:36<11:59,  3.35it/s]
 64%|██████▎   | 4203/6612 [21:37<11:57,  3.36it/s]
 64%|██████▎   | 4204/6612 [21:37<11:55,  3.37it/s]
 64%|██████▎   | 4205/6612 [21:37<11:54,  3.37it/s]
 64%|██████▎   | 4206/6612 [21:38<11:52,  3.38it/s]
 64%|██████▎   | 4207/6612 [21:38<11:50,  3.38it/s]
 64%|██████▎   | 4208/6612 [21:38<11:47,  3.40it/s]
 64%|██████▎   | 4209/6612 [21:38<11:46,  3.40it/s]
 64%|██████▎   | 4210/6612 [21:39<11:46,  3.40it/s]
 64%|██████▎   | 4211/6612 [21:39<11:45,  3.40it/s]
 64%|██████▎   | 4212/6612 [21:39<11:46,  3.39it/s]
 64%|██████▎   | 4213/6612 [21:40<11:47,  3.39it/s]
 64%|██████▎   | 4214/6612 [21:40<11:47,  3.39it/s]
 64%|██████▎   | 4215/6612 [21:40<11:46,  3.39it/s]
 64%|██████▍   | 4216/6612 [21:40<11:46,  3.39it/s]
 64%|██████▍   | 4217/6612 [21:41<11:44,  3.40it/s]
 64%|██████▍   | 4218/6612 [21:41<11:44,  3.40it/s]
 64%|██████▍   | 4219/6612 [21:41<11:44,  3.39it/s]
 64%|██████▍   | 4220/6612 [21:42<11:44,  3.40it/s]
 64%|██████▍   | 4221/6612 [21:42<11:44,  3.40it/s]
 64%|██████▍   | 4222/6612 [21:42<11:43,  3.40it/s]
 64%|██████▍   | 4223/6612 [21:43<11:43,  3.40it/s]
 64%|██████▍   | 4224/6612 [21:43<11:42,  3.40it/s]
 64%|██████▍   | 4225/6612 [21:43<11:42,  3.40it/s]
 64%|██████▍   | 4226/6612 [21:43<11:41,  3.40it/s]
 64%|██████▍   | 4227/6612 [21:44<11:41,  3.40it/s]
 64%|██████▍   | 4228/6612 [21:44<11:43,  3.39it/s]
 64%|██████▍   | 4229/6612 [21:44<11:43,  3.39it/s]
 64%|██████▍   | 4230/6612 [21:45<11:42,  3.39it/s]
 64%|██████▍   | 4231/6612 [21:45<11:42,  3.39it/s]
 64%|██████▍   | 4232/6612 [21:45<11:42,  3.39it/s]
 64%|██████▍   | 4233/6612 [21:45<11:42,  3.39it/s]
 64%|██████▍   | 4234/6612 [21:46<11:40,  3.39it/s]
 64%|██████▍   | 4235/6612 [21:46<11:40,  3.39it/s]
 64%|██████▍   | 4236/6612 [21:46<11:37,  3.41it/s]
 64%|██████▍   | 4237/6612 [21:47<11:37,  3.41it/s]
 64%|██████▍   | 4238/6612 [21:47<11:38,  3.40it/s]
 64%|██████▍   | 4239/6612 [21:47<11:38,  3.40it/s]
 64%|██████▍   | 4240/6612 [21:48<11:37,  3.40it/s]
 64%|██████▍   | 4241/6612 [21:48<11:38,  3.39it/s]
 64%|██████▍   | 4242/6612 [21:48<11:39,  3.39it/s]
 64%|██████▍   | 4243/6612 [21:48<11:38,  3.39it/s]
 64%|██████▍   | 4244/6612 [21:49<11:38,  3.39it/s]
 64%|██████▍   | 4245/6612 [21:49<11:37,  3.39it/s]
 64%|██████▍   | 4246/6612 [21:49<11:36,  3.40it/s]
 64%|██████▍   | 4247/6612 [21:50<11:38,  3.39it/s]
 64%|██████▍   | 4248/6612 [21:50<11:37,  3.39it/s]
 64%|██████▍   | 4249/6612 [21:50<11:36,  3.39it/s]
 64%|██████▍   | 4250/6612 [21:50<11:36,  3.39it/s]
 64%|██████▍   | 4251/6612 [21:51<11:36,  3.39it/s]
 64%|██████▍   | 4252/6612 [21:51<11:35,  3.39it/s]
 64%|██████▍   | 4253/6612 [21:51<11:35,  3.39it/s]
 64%|██████▍   | 4254/6612 [21:52<11:34,  3.39it/s]
 64%|██████▍   | 4255/6612 [21:52<11:35,  3.39it/s]
 64%|██████▍   | 4256/6612 [21:52<11:36,  3.38it/s]
 64%|██████▍   | 4257/6612 [21:53<11:37,  3.38it/s]
 64%|██████▍   | 4258/6612 [21:53<11:35,  3.39it/s]
 64%|██████▍   | 4259/6612 [21:53<11:33,  3.39it/s]
 64%|██████▍   | 4260/6612 [21:53<11:33,  3.39it/s]
 64%|██████▍   | 4261/6612 [21:54<11:34,  3.39it/s]
 64%|██████▍   | 4262/6612 [21:54<11:33,  3.39it/s]
 64%|██████▍   | 4263/6612 [21:54<11:33,  3.39it/s]
 64%|██████▍   | 4264/6612 [21:55<11:29,  3.40it/s]
 65%|██████▍   | 4265/6612 [21:55<11:29,  3.40it/s]
 65%|██████▍   | 4266/6612 [21:55<11:29,  3.40it/s]
 65%|██████▍   | 4267/6612 [21:55<11:29,  3.40it/s]
 65%|██████▍   | 4268/6612 [21:56<11:30,  3.40it/s]
 65%|██████▍   | 4269/6612 [21:56<11:30,  3.39it/s]
 65%|██████▍   | 4270/6612 [21:56<11:31,  3.39it/s]
 65%|██████▍   | 4271/6612 [21:57<11:30,  3.39it/s]
 65%|██████▍   | 4272/6612 [21:57<11:30,  3.39it/s]
 65%|██████▍   | 4273/6612 [21:57<11:28,  3.40it/s]
 65%|██████▍   | 4274/6612 [21:58<11:27,  3.40it/s]
 65%|██████▍   | 4275/6612 [21:58<11:28,  3.39it/s]
 65%|██████▍   | 4276/6612 [21:58<11:27,  3.40it/s]
 65%|██████▍   | 4277/6612 [21:58<11:27,  3.40it/s]
 65%|██████▍   | 4278/6612 [21:59<11:27,  3.39it/s]
 65%|██████▍   | 4279/6612 [21:59<11:27,  3.39it/s]
 65%|██████▍   | 4280/6612 [21:59<11:28,  3.39it/s]
 65%|██████▍   | 4281/6612 [22:00<11:28,  3.38it/s]
 65%|██████▍   | 4282/6612 [22:00<11:27,  3.39it/s]
 65%|██████▍   | 4283/6612 [22:00<11:28,  3.38it/s]
 65%|██████▍   | 4284/6612 [22:01<11:28,  3.38it/s]
 65%|██████▍   | 4285/6612 [22:01<11:27,  3.38it/s]
 65%|██████▍   | 4286/6612 [22:01<11:26,  3.39it/s]
 65%|██████▍   | 4287/6612 [22:01<11:25,  3.39it/s]
 65%|██████▍   | 4288/6612 [22:02<11:25,  3.39it/s]
 65%|██████▍   | 4289/6612 [22:02<11:25,  3.39it/s]
 65%|██████▍   | 4290/6612 [22:02<11:25,  3.39it/s]
 65%|██████▍   | 4291/6612 [22:03<11:24,  3.39it/s]
 65%|██████▍   | 4292/6612 [22:03<11:20,  3.41it/s]
 65%|██████▍   | 4293/6612 [22:03<11:20,  3.41it/s]
 65%|██████▍   | 4294/6612 [22:03<11:21,  3.40it/s]
 65%|██████▍   | 4295/6612 [22:04<11:21,  3.40it/s]
 65%|██████▍   | 4296/6612 [22:04<11:21,  3.40it/s]
 65%|██████▍   | 4297/6612 [22:04<11:21,  3.40it/s]
 65%|██████▌   | 4298/6612 [22:05<11:21,  3.39it/s]
 65%|██████▌   | 4299/6612 [22:05<11:22,  3.39it/s]
 65%|██████▌   | 4300/6612 [22:05<11:21,  3.39it/s]
                                                   

 65%|██████▌   | 4300/6612 [22:05<11:21,  3.39it/s]
 65%|██████▌   | 4301/6612 [22:06<11:32,  3.34it/s]
 65%|██████▌   | 4302/6612 [22:06<11:30,  3.34it/s]
 65%|██████▌   | 4303/6612 [22:06<11:29,  3.35it/s]
 65%|██████▌   | 4304/6612 [22:06<11:25,  3.37it/s]
 65%|██████▌   | 4305/6612 [22:07<11:22,  3.38it/s]
 65%|██████▌   | 4306/6612 [22:07<11:22,  3.38it/s]
 65%|██████▌   | 4307/6612 [22:07<11:24,  3.37it/s]
 65%|██████▌   | 4308/6612 [22:08<11:22,  3.38it/s]
 65%|██████▌   | 4309/6612 [22:08<11:21,  3.38it/s]
 65%|██████▌   | 4310/6612 [22:08<11:18,  3.39it/s]
 65%|██████▌   | 4311/6612 [22:08<11:18,  3.39it/s]
 65%|██████▌   | 4312/6612 [22:09<11:18,  3.39it/s]
 65%|██████▌   | 4313/6612 [22:09<11:17,  3.39it/s]
 65%|██████▌   | 4314/6612 [22:09<11:17,  3.39it/s]
 65%|██████▌   | 4315/6612 [22:10<11:16,  3.39it/s]
 65%|██████▌   | 4316/6612 [22:10<11:17,  3.39it/s]
 65%|██████▌   | 4317/6612 [22:10<11:16,  3.39it/s]
 65%|██████▌   | 4318/6612 [22:11<11:15,  3.39it/s]
 65%|██████▌   | 4319/6612 [22:11<11:15,  3.39it/s]
 65%|██████▌   | 4320/6612 [22:11<11:12,  3.41it/s]
 65%|██████▌   | 4321/6612 [22:11<11:14,  3.40it/s]
 65%|██████▌   | 4322/6612 [22:12<11:14,  3.39it/s]
 65%|██████▌   | 4323/6612 [22:12<11:13,  3.40it/s]
 65%|██████▌   | 4324/6612 [22:12<11:13,  3.40it/s]
 65%|██████▌   | 4325/6612 [22:13<11:13,  3.40it/s]
 65%|██████▌   | 4326/6612 [22:13<11:14,  3.39it/s]
 65%|██████▌   | 4327/6612 [22:13<11:13,  3.39it/s]
 65%|██████▌   | 4328/6612 [22:13<11:12,  3.40it/s]
 65%|██████▌   | 4329/6612 [22:14<11:11,  3.40it/s]
 65%|██████▌   | 4330/6612 [22:14<11:11,  3.40it/s]
 66%|██████▌   | 4331/6612 [22:14<11:11,  3.40it/s]
 66%|██████▌   | 4332/6612 [22:15<11:10,  3.40it/s]
 66%|██████▌   | 4333/6612 [22:15<11:08,  3.41it/s]
 66%|██████▌   | 4334/6612 [22:15<11:09,  3.40it/s]
 66%|██████▌   | 4335/6612 [22:16<11:11,  3.39it/s]
 66%|██████▌   | 4336/6612 [22:16<11:10,  3.39it/s]
 66%|██████▌   | 4337/6612 [22:16<11:10,  3.39it/s]
 66%|██████▌   | 4338/6612 [22:16<11:09,  3.40it/s]
 66%|██████▌   | 4339/6612 [22:17<11:08,  3.40it/s]
 66%|██████▌   | 4340/6612 [22:17<11:10,  3.39it/s]
 66%|██████▌   | 4341/6612 [22:17<11:12,  3.38it/s]
 66%|██████▌   | 4342/6612 [22:18<11:10,  3.39it/s]
 66%|██████▌   | 4343/6612 [22:18<11:08,  3.39it/s]
 66%|██████▌   | 4344/6612 [22:18<11:08,  3.39it/s]
 66%|██████▌   | 4345/6612 [22:18<11:10,  3.38it/s]
 66%|██████▌   | 4346/6612 [22:19<11:10,  3.38it/s]
 66%|██████▌   | 4347/6612 [22:19<11:09,  3.38it/s]
 66%|██████▌   | 4348/6612 [22:19<11:08,  3.39it/s]
 66%|██████▌   | 4349/6612 [22:20<11:07,  3.39it/s]
 66%|██████▌   | 4350/6612 [22:20<11:06,  3.39it/s]
 66%|██████▌   | 4351/6612 [22:20<11:06,  3.39it/s]
 66%|██████▌   | 4352/6612 [22:21<11:06,  3.39it/s]
 66%|██████▌   | 4353/6612 [22:21<11:06,  3.39it/s]
 66%|██████▌   | 4354/6612 [22:21<11:08,  3.38it/s]
 66%|██████▌   | 4355/6612 [22:21<11:06,  3.39it/s]
 66%|██████▌   | 4356/6612 [22:22<11:04,  3.39it/s]
 66%|██████▌   | 4357/6612 [22:22<11:03,  3.40it/s]
 66%|██████▌   | 4358/6612 [22:22<11:03,  3.40it/s]
 66%|██████▌   | 4359/6612 [22:23<11:02,  3.40it/s]
 66%|██████▌   | 4360/6612 [22:23<11:02,  3.40it/s]
 66%|██████▌   | 4361/6612 [22:23<11:03,  3.40it/s]
 66%|██████▌   | 4362/6612 [22:24<11:02,  3.39it/s]
 66%|██████▌   | 4363/6612 [22:24<11:04,  3.39it/s]
 66%|██████▌   | 4364/6612 [22:24<11:02,  3.39it/s]
 66%|██████▌   | 4365/6612 [22:24<11:02,  3.39it/s]
 66%|██████▌   | 4366/6612 [22:25<11:01,  3.39it/s]
 66%|██████▌   | 4367/6612 [22:25<11:01,  3.40it/s]
 66%|██████▌   | 4368/6612 [22:25<11:03,  3.38it/s]
 66%|██████▌   | 4369/6612 [22:26<11:02,  3.39it/s]
 66%|██████▌   | 4370/6612 [22:26<11:00,  3.39it/s]
 66%|██████▌   | 4371/6612 [22:26<11:00,  3.39it/s]
 66%|██████▌   | 4372/6612 [22:26<11:00,  3.39it/s]
 66%|██████▌   | 4373/6612 [22:27<11:00,  3.39it/s]
 66%|██████▌   | 4374/6612 [22:27<11:00,  3.39it/s]
 66%|██████▌   | 4375/6612 [22:27<10:59,  3.39it/s]
 66%|██████▌   | 4376/6612 [22:28<10:56,  3.41it/s]
 66%|██████▌   | 4377/6612 [22:28<10:56,  3.40it/s]
 66%|██████▌   | 4378/6612 [22:28<10:56,  3.40it/s]
 66%|██████▌   | 4379/6612 [22:29<10:57,  3.40it/s]
 66%|██████▌   | 4380/6612 [22:29<10:58,  3.39it/s]
 66%|██████▋   | 4381/6612 [22:29<10:57,  3.40it/s]
 66%|██████▋   | 4382/6612 [22:29<10:58,  3.39it/s]
 66%|██████▋   | 4383/6612 [22:30<10:56,  3.39it/s]
 66%|██████▋   | 4384/6612 [22:30<10:57,  3.39it/s]
 66%|██████▋   | 4385/6612 [22:30<10:56,  3.39it/s]
 66%|██████▋   | 4386/6612 [22:31<10:54,  3.40it/s]
 66%|██████▋   | 4387/6612 [22:31<10:55,  3.39it/s]
 66%|██████▋   | 4388/6612 [22:31<10:56,  3.39it/s]
 66%|██████▋   | 4389/6612 [22:31<10:55,  3.39it/s]
 66%|██████▋   | 4390/6612 [22:32<10:55,  3.39it/s]
 66%|██████▋   | 4391/6612 [22:32<10:55,  3.39it/s]
 66%|██████▋   | 4392/6612 [22:32<10:55,  3.39it/s]
 66%|██████▋   | 4393/6612 [22:33<10:53,  3.39it/s]
 66%|██████▋   | 4394/6612 [22:33<10:53,  3.39it/s]
 66%|██████▋   | 4395/6612 [22:33<10:53,  3.39it/s]
 66%|██████▋   | 4396/6612 [22:34<10:53,  3.39it/s]
 67%|██████▋   | 4397/6612 [22:34<10:52,  3.39it/s]
 67%|██████▋   | 4398/6612 [22:34<10:52,  3.39it/s]
 67%|██████▋   | 4399/6612 [22:34<10:52,  3.39it/s]
 67%|██████▋   | 4400/6612 [22:35<10:52,  3.39it/s]
                                                   

 67%|██████▋   | 4400/6612 [22:35<10:52,  3.39it/s]
 67%|██████▋   | 4401/6612 [22:35<11:05,  3.32it/s]
 67%|██████▋   | 4402/6612 [22:35<11:01,  3.34it/s]
 67%|██████▋   | 4403/6612 [22:36<10:57,  3.36it/s]
 67%|██████▋   | 4404/6612 [22:36<10:55,  3.37it/s]
 67%|██████▋   | 4405/6612 [22:36<10:53,  3.37it/s]
 67%|██████▋   | 4406/6612 [22:36<10:52,  3.38it/s]
 67%|██████▋   | 4407/6612 [22:37<10:51,  3.39it/s]
 67%|██████▋   | 4408/6612 [22:37<09:43,  3.78it/s]{'eval_avg_acc': 0.6580694586312563, 'eval_avg_precision': 0.6411514284441623, 'eval_avg_recall': 0.6580694586312563, 'eval_avg_f1': 0.6413574307508194, 'eval_main_acc': 0.7099080694586313, 'eval_main_precision': 0.708739077146966, 'eval_main_recall': 0.7099080694586313, 'eval_main_f1': 0.704318734141012, 'eval_sub_acc': 0.5822267620020429, 'eval_sub_precision': 0.5812330008069666, 'eval_sub_recall': 0.5822267620020429, 'eval_sub_f1': 0.572191139569792, 'eval_interv_acc': 0.6700715015321757, 'eval_interv_precision': 0.6514564843754779, 'eval_interv_recall': 0.6700715015321757, 'eval_interv_f1': 0.6554767410743746, 'eval_priority_acc': 0.6700715015321757, 'eval_priority_precision': 0.6231771514472384, 'eval_priority_recall': 0.6700715015321757, 'eval_priority_f1': 0.6334431082180993, 'eval_runtime': 5.4682, 'eval_samples_per_second': 179.035, 'eval_steps_per_second': 11.338, 'epoch': 7.0}
{'loss': 2.8511, 'grad_norm': 19.65819549560547, 'learning_rate': 8.206291591046582e-06, 'epoch': 7.08}
{'loss': 2.7992, 'grad_norm': 21.01443862915039, 'learning_rate': 7.903811252268603e-06, 'epoch': 7.26}
{'loss': 2.7946, 'grad_norm': 17.129594802856445, 'learning_rate': 7.601330913490623e-06, 'epoch': 7.44}
{'loss': 2.7597, 'grad_norm': 29.070091247558594, 'learning_rate': 7.298850574712645e-06, 'epoch': 7.62}
{'loss': 2.8126, 'grad_norm': 22.87548065185547, 'learning_rate': 6.9963702359346655e-06, 'epoch': 7.8}
{'loss': 2.755, 'grad_norm': 29.779342651367188, 'learning_rate': 6.6938898971566855e-06, 'epoch': 7.99}


  0%|          | 0/62 [00:00<?, ?it/s]

  5%|▍         | 3/62 [00:00<00:03, 17.44it/s]

  8%|▊         | 5/62 [00:00<00:04, 14.04it/s]

 11%|█▏        | 7/62 [00:00<00:04, 12.94it/s]

 15%|█▍        | 9/62 [00:00<00:04, 12.41it/s]

 18%|█▊        | 11/62 [00:00<00:04, 12.11it/s]

 21%|██        | 13/62 [00:01<00:04, 11.91it/s]

 24%|██▍       | 15/62 [00:01<00:03, 11.81it/s]

 27%|██▋       | 17/62 [00:01<00:03, 11.75it/s]

 31%|███       | 19/62 [00:01<00:03, 11.71it/s]

 34%|███▍      | 21/62 [00:01<00:03, 11.69it/s]

 37%|███▋      | 23/62 [00:01<00:03, 11.64it/s]

 40%|████      | 25/62 [00:02<00:03, 11.62it/s]

 44%|████▎     | 27/62 [00:02<00:03, 11.61it/s]

 47%|████▋     | 29/62 [00:02<00:02, 11.61it/s]

 50%|█████     | 31/62 [00:02<00:02, 11.61it/s]

 53%|█████▎    | 33/62 [00:02<00:02, 11.61it/s]

 56%|█████▋    | 35/62 [00:02<00:02, 11.60it/s]

 60%|█████▉    | 37/62 [00:03<00:02, 11.59it/s]

 63%|██████▎   | 39/62 [00:03<00:01, 11.58it/s]

 66%|██████▌   | 41/62 [00:03<00:01, 11.59it/s]

 69%|██████▉   | 43/62 [00:03<00:01, 11.60it/s]

 73%|███████▎  | 45/62 [00:03<00:01, 11.59it/s]

 76%|███████▌  | 47/62 [00:03<00:01, 11.59it/s]

 79%|███████▉  | 49/62 [00:04<00:01, 11.59it/s]

 82%|████████▏ | 51/62 [00:04<00:00, 11.58it/s]

 85%|████████▌ | 53/62 [00:04<00:00, 11.59it/s]

 89%|████████▊ | 55/62 [00:04<00:00, 11.58it/s]

 92%|█████████▏| 57/62 [00:04<00:00, 11.59it/s]

 95%|█████████▌| 59/62 [00:05<00:00, 11.59it/s]

 98%|█████████▊| 61/62 [00:05<00:00, 11.59it/s]
                                                   

                                               

 67%|██████▋   | 4408/6612 [22:42<09:43,  3.78it/s]

100%|██████████| 62/62 [00:05<00:00, 11.59it/s]

                                               
 67%|██████▋   | 4409/6612 [22:43<1:13:54,  2.01s/it]
 67%|██████▋   | 4410/6612 [22:43<54:58,  1.50s/it]  
 67%|██████▋   | 4411/6612 [22:44<41:42,  1.14s/it]
 67%|██████▋   | 4412/6612 [22:44<32:28,  1.13it/s]
 67%|██████▋   | 4413/6612 [22:44<25:56,  1.41it/s]
 67%|██████▋   | 4414/6612 [22:45<21:22,  1.71it/s]
 67%|██████▋   | 4415/6612 [22:45<18:11,  2.01it/s]
 67%|██████▋   | 4416/6612 [22:45<15:57,  2.29it/s]
 67%|██████▋   | 4417/6612 [22:45<14:24,  2.54it/s]
 67%|██████▋   | 4418/6612 [22:46<13:18,  2.75it/s]
 67%|██████▋   | 4419/6612 [22:46<12:30,  2.92it/s]
 67%|██████▋   | 4420/6612 [22:46<11:59,  3.05it/s]
 67%|██████▋   | 4421/6612 [22:47<11:38,  3.14it/s]
 67%|██████▋   | 4422/6612 [22:47<11:22,  3.21it/s]
 67%|██████▋   | 4423/6612 [22:47<11:10,  3.26it/s]
 67%|██████▋   | 4424/6612 [22:48<11:02,  3.30it/s]
 67%|██████▋   | 4425/6612 [22:48<10:56,  3.33it/s]
 67%|██████▋   | 4426/6612 [22:48<10:54,  3.34it/s]
 67%|██████▋   | 4427/6612 [22:48<10:51,  3.36it/s]
 67%|██████▋   | 4428/6612 [22:49<10:47,  3.37it/s]
 67%|██████▋   | 4429/6612 [22:49<10:46,  3.38it/s]
 67%|██████▋   | 4430/6612 [22:49<10:44,  3.38it/s]
 67%|██████▋   | 4431/6612 [22:50<10:46,  3.37it/s]
 67%|██████▋   | 4432/6612 [22:50<10:45,  3.38it/s]
 67%|██████▋   | 4433/6612 [22:50<10:43,  3.39it/s]
 67%|██████▋   | 4434/6612 [22:50<10:43,  3.39it/s]
 67%|██████▋   | 4435/6612 [22:51<10:43,  3.38it/s]
 67%|██████▋   | 4436/6612 [22:51<10:43,  3.38it/s]
 67%|██████▋   | 4437/6612 [22:51<10:42,  3.38it/s]
 67%|██████▋   | 4438/6612 [22:52<10:41,  3.39it/s]
 67%|██████▋   | 4439/6612 [22:52<10:41,  3.39it/s]
 67%|██████▋   | 4440/6612 [22:52<10:41,  3.39it/s]
 67%|██████▋   | 4441/6612 [22:53<10:40,  3.39it/s]
 67%|██████▋   | 4442/6612 [22:53<10:39,  3.39it/s]
 67%|██████▋   | 4443/6612 [22:53<10:38,  3.40it/s]
 67%|██████▋   | 4444/6612 [22:53<10:38,  3.40it/s]
 67%|██████▋   | 4445/6612 [22:54<10:37,  3.40it/s]
 67%|██████▋   | 4446/6612 [22:54<10:37,  3.40it/s]
 67%|██████▋   | 4447/6612 [22:54<10:37,  3.39it/s]
 67%|██████▋   | 4448/6612 [22:55<10:37,  3.40it/s]
 67%|██████▋   | 4449/6612 [22:55<10:36,  3.40it/s]
 67%|██████▋   | 4450/6612 [22:55<10:36,  3.40it/s]
 67%|██████▋   | 4451/6612 [22:55<10:36,  3.39it/s]
 67%|██████▋   | 4452/6612 [22:56<10:35,  3.40it/s]
 67%|██████▋   | 4453/6612 [22:56<10:34,  3.40it/s]
 67%|██████▋   | 4454/6612 [22:56<10:35,  3.40it/s]
 67%|██████▋   | 4455/6612 [22:57<10:35,  3.40it/s]
 67%|██████▋   | 4456/6612 [22:57<10:35,  3.39it/s]
 67%|██████▋   | 4457/6612 [22:57<10:34,  3.40it/s]
 67%|██████▋   | 4458/6612 [22:58<10:34,  3.40it/s]
 67%|██████▋   | 4459/6612 [22:58<10:34,  3.39it/s]
 67%|██████▋   | 4460/6612 [22:58<10:43,  3.35it/s]
 67%|██████▋   | 4461/6612 [22:59<12:03,  2.97it/s]
 67%|██████▋   | 4462/6612 [22:59<11:39,  3.07it/s]
 67%|██████▋   | 4463/6612 [22:59<11:21,  3.15it/s]
 68%|██████▊   | 4464/6612 [22:59<11:06,  3.22it/s]
 68%|██████▊   | 4465/6612 [23:00<10:56,  3.27it/s]
 68%|██████▊   | 4466/6612 [23:00<10:46,  3.32it/s]
 68%|██████▊   | 4467/6612 [23:00<10:42,  3.34it/s]
 68%|██████▊   | 4468/6612 [23:01<10:40,  3.35it/s]
 68%|██████▊   | 4469/6612 [23:01<10:37,  3.36it/s]
 68%|██████▊   | 4470/6612 [23:01<10:36,  3.37it/s]
 68%|██████▊   | 4471/6612 [23:02<10:33,  3.38it/s]
 68%|██████▊   | 4472/6612 [23:02<10:32,  3.38it/s]
 68%|██████▊   | 4473/6612 [23:02<10:31,  3.39it/s]
 68%|██████▊   | 4474/6612 [23:02<10:30,  3.39it/s]
 68%|██████▊   | 4475/6612 [23:03<10:30,  3.39it/s]
 68%|██████▊   | 4476/6612 [23:03<10:29,  3.39it/s]
 68%|██████▊   | 4477/6612 [23:03<11:46,  3.02it/s]
 68%|██████▊   | 4478/6612 [23:04<11:22,  3.13it/s]
 68%|██████▊   | 4479/6612 [23:04<11:07,  3.19it/s]
 68%|██████▊   | 4480/6612 [23:04<10:55,  3.25it/s]
 68%|██████▊   | 4481/6612 [23:05<10:45,  3.30it/s]
 68%|██████▊   | 4482/6612 [23:05<10:38,  3.34it/s]
 68%|██████▊   | 4483/6612 [23:05<10:35,  3.35it/s]
 68%|██████▊   | 4484/6612 [23:05<10:32,  3.36it/s]
 68%|██████▊   | 4485/6612 [23:06<10:30,  3.37it/s]
 68%|██████▊   | 4486/6612 [23:06<10:28,  3.38it/s]
 68%|██████▊   | 4487/6612 [23:06<10:27,  3.38it/s]
 68%|██████▊   | 4488/6612 [23:07<10:27,  3.38it/s]
 68%|██████▊   | 4489/6612 [23:07<10:26,  3.39it/s]
 68%|██████▊   | 4490/6612 [23:07<10:25,  3.39it/s]
 68%|██████▊   | 4491/6612 [23:08<10:24,  3.40it/s]
 68%|██████▊   | 4492/6612 [23:08<10:23,  3.40it/s]
 68%|██████▊   | 4493/6612 [23:08<10:24,  3.39it/s]
 68%|██████▊   | 4494/6612 [23:08<10:23,  3.39it/s]
 68%|██████▊   | 4495/6612 [23:09<10:23,  3.39it/s]
 68%|██████▊   | 4496/6612 [23:09<10:22,  3.40it/s]
 68%|██████▊   | 4497/6612 [23:09<10:22,  3.40it/s]
 68%|██████▊   | 4498/6612 [23:10<10:23,  3.39it/s]
 68%|██████▊   | 4499/6612 [23:10<10:23,  3.39it/s]
 68%|██████▊   | 4500/6612 [23:10<10:24,  3.38it/s]
                                                   

 68%|██████▊   | 4500/6612 [23:10<10:24,  3.38it/s]
 68%|██████▊   | 4501/6612 [23:10<10:36,  3.32it/s]
 68%|██████▊   | 4502/6612 [23:11<10:32,  3.34it/s]
 68%|██████▊   | 4503/6612 [23:11<10:28,  3.36it/s]
 68%|██████▊   | 4504/6612 [23:11<10:26,  3.37it/s]
 68%|██████▊   | 4505/6612 [23:12<11:38,  3.02it/s]
 68%|██████▊   | 4506/6612 [23:12<11:26,  3.07it/s]
 68%|██████▊   | 4507/6612 [23:12<11:06,  3.16it/s]
 68%|██████▊   | 4508/6612 [23:13<10:52,  3.23it/s]
 68%|██████▊   | 4509/6612 [23:13<10:42,  3.27it/s]
 68%|██████▊   | 4510/6612 [23:13<10:35,  3.31it/s]
 68%|██████▊   | 4511/6612 [23:14<10:31,  3.33it/s]
 68%|██████▊   | 4512/6612 [23:14<10:26,  3.35it/s]
 68%|██████▊   | 4513/6612 [23:14<10:24,  3.36it/s]
 68%|██████▊   | 4514/6612 [23:14<10:22,  3.37it/s]
 68%|██████▊   | 4515/6612 [23:15<10:21,  3.37it/s]
 68%|██████▊   | 4516/6612 [23:15<10:20,  3.38it/s]
 68%|██████▊   | 4517/6612 [23:15<10:19,  3.38it/s]
 68%|██████▊   | 4518/6612 [23:16<11:30,  3.03it/s]
 68%|██████▊   | 4519/6612 [23:16<11:25,  3.05it/s]
 68%|██████▊   | 4520/6612 [23:16<11:04,  3.15it/s]
 68%|██████▊   | 4521/6612 [23:17<10:48,  3.22it/s]
 68%|██████▊   | 4522/6612 [23:17<10:37,  3.28it/s]
 68%|██████▊   | 4523/6612 [23:17<10:29,  3.32it/s]
 68%|██████▊   | 4524/6612 [23:18<10:25,  3.34it/s]
 68%|██████▊   | 4525/6612 [23:18<10:23,  3.35it/s]
 68%|██████▊   | 4526/6612 [23:18<10:19,  3.37it/s]
 68%|██████▊   | 4527/6612 [23:18<10:17,  3.38it/s]
 68%|██████▊   | 4528/6612 [23:19<10:15,  3.38it/s]
 68%|██████▊   | 4529/6612 [23:19<10:15,  3.39it/s]
 69%|██████▊   | 4530/6612 [23:19<10:14,  3.39it/s]
 69%|██████▊   | 4531/6612 [23:20<10:13,  3.39it/s]
 69%|██████▊   | 4532/6612 [23:20<10:12,  3.39it/s]
 69%|██████▊   | 4533/6612 [23:20<10:13,  3.39it/s]
 69%|██████▊   | 4534/6612 [23:21<10:40,  3.24it/s]
 69%|██████▊   | 4535/6612 [23:21<11:17,  3.07it/s]
 69%|██████▊   | 4536/6612 [23:21<10:58,  3.15it/s]
 69%|██████▊   | 4537/6612 [23:21<10:44,  3.22it/s]
 69%|██████▊   | 4538/6612 [23:22<10:32,  3.28it/s]
 69%|██████▊   | 4539/6612 [23:22<10:25,  3.31it/s]
 69%|██████▊   | 4540/6612 [23:22<10:19,  3.35it/s]
 69%|██████▊   | 4541/6612 [23:23<10:16,  3.36it/s]
 69%|██████▊   | 4542/6612 [23:23<10:15,  3.36it/s]
 69%|██████▊   | 4543/6612 [23:23<10:13,  3.38it/s]
 69%|██████▊   | 4544/6612 [23:24<10:12,  3.38it/s]
 69%|██████▊   | 4545/6612 [23:24<10:11,  3.38it/s]
 69%|██████▉   | 4546/6612 [23:24<10:10,  3.38it/s]
 69%|██████▉   | 4547/6612 [23:24<10:09,  3.39it/s]
 69%|██████▉   | 4548/6612 [23:25<10:08,  3.39it/s]
 69%|██████▉   | 4549/6612 [23:25<10:07,  3.40it/s]
 69%|██████▉   | 4550/6612 [23:25<10:07,  3.39it/s]
 69%|██████▉   | 4551/6612 [23:26<11:16,  3.05it/s]
 69%|██████▉   | 4552/6612 [23:26<11:03,  3.10it/s]
 69%|██████▉   | 4553/6612 [23:26<10:46,  3.18it/s]
 69%|██████▉   | 4554/6612 [23:27<10:33,  3.25it/s]
 69%|██████▉   | 4555/6612 [23:27<10:24,  3.29it/s]
 69%|██████▉   | 4556/6612 [23:27<10:20,  3.31it/s]
 69%|██████▉   | 4557/6612 [23:28<10:16,  3.34it/s]
 69%|██████▉   | 4558/6612 [23:28<10:12,  3.35it/s]
 69%|██████▉   | 4559/6612 [23:28<10:08,  3.37it/s]
 69%|██████▉   | 4560/6612 [23:28<10:07,  3.38it/s]
 69%|██████▉   | 4561/6612 [23:29<10:06,  3.38it/s]
 69%|██████▉   | 4562/6612 [23:29<10:06,  3.38it/s]
 69%|██████▉   | 4563/6612 [23:29<10:05,  3.38it/s]
 69%|██████▉   | 4564/6612 [23:30<10:04,  3.39it/s]
 69%|██████▉   | 4565/6612 [23:30<10:04,  3.38it/s]
 69%|██████▉   | 4566/6612 [23:30<10:03,  3.39it/s]
 69%|██████▉   | 4567/6612 [23:30<10:10,  3.35it/s]
 69%|██████▉   | 4568/6612 [23:31<11:20,  3.00it/s]
 69%|██████▉   | 4569/6612 [23:31<10:57,  3.11it/s]
 69%|██████▉   | 4570/6612 [23:31<10:39,  3.19it/s]
 69%|██████▉   | 4571/6612 [23:32<10:28,  3.25it/s]
 69%|██████▉   | 4572/6612 [23:32<10:19,  3.29it/s]
 69%|██████▉   | 4573/6612 [23:32<10:13,  3.32it/s]
 69%|██████▉   | 4574/6612 [23:33<10:09,  3.34it/s]
 69%|██████▉   | 4575/6612 [23:33<10:07,  3.35it/s]
 69%|██████▉   | 4576/6612 [23:33<10:04,  3.37it/s]
 69%|██████▉   | 4577/6612 [23:34<10:02,  3.38it/s]
 69%|██████▉   | 4578/6612 [23:34<09:59,  3.39it/s]
 69%|██████▉   | 4579/6612 [23:34<09:59,  3.39it/s]
 69%|██████▉   | 4580/6612 [23:34<09:59,  3.39it/s]
 69%|██████▉   | 4581/6612 [23:35<09:59,  3.39it/s]
 69%|██████▉   | 4582/6612 [23:35<09:59,  3.39it/s]
 69%|██████▉   | 4583/6612 [23:35<09:57,  3.39it/s]
 69%|██████▉   | 4584/6612 [23:36<11:05,  3.05it/s]
 69%|██████▉   | 4585/6612 [23:36<11:12,  3.01it/s]
 69%|██████▉   | 4586/6612 [23:36<10:49,  3.12it/s]
 69%|██████▉   | 4587/6612 [23:37<10:32,  3.20it/s]
 69%|██████▉   | 4588/6612 [23:37<10:23,  3.25it/s]
 69%|██████▉   | 4589/6612 [23:37<10:14,  3.29it/s]
 69%|██████▉   | 4590/6612 [23:38<10:08,  3.32it/s]
 69%|██████▉   | 4591/6612 [23:38<10:04,  3.34it/s]
 69%|██████▉   | 4592/6612 [23:38<10:01,  3.36it/s]
 69%|██████▉   | 4593/6612 [23:38<09:59,  3.37it/s]
 69%|██████▉   | 4594/6612 [23:39<09:58,  3.37it/s]
 69%|██████▉   | 4595/6612 [23:39<09:56,  3.38it/s]
 70%|██████▉   | 4596/6612 [23:39<09:54,  3.39it/s]
 70%|██████▉   | 4597/6612 [23:40<09:52,  3.40it/s]
 70%|██████▉   | 4598/6612 [23:40<09:52,  3.40it/s]
 70%|██████▉   | 4599/6612 [23:40<09:52,  3.40it/s]
 70%|██████▉   | 4600/6612 [23:41<10:36,  3.16it/s]
                                                   

 70%|██████▉   | 4600/6612 [23:41<10:36,  3.16it/s]
 70%|██████▉   | 4601/6612 [23:41<11:25,  2.93it/s]
 70%|██████▉   | 4602/6612 [23:41<10:57,  3.06it/s]
 70%|██████▉   | 4603/6612 [23:42<10:37,  3.15it/s]
 70%|██████▉   | 4604/6612 [23:42<10:23,  3.22it/s]
 70%|██████▉   | 4605/6612 [23:42<10:12,  3.28it/s]
 70%|██████▉   | 4606/6612 [23:42<10:06,  3.31it/s]
 70%|██████▉   | 4607/6612 [23:43<10:01,  3.33it/s]
 70%|██████▉   | 4608/6612 [23:43<09:58,  3.35it/s]
 70%|██████▉   | 4609/6612 [23:43<09:55,  3.36it/s]
 70%|██████▉   | 4610/6612 [23:44<09:54,  3.36it/s]
 70%|██████▉   | 4611/6612 [23:44<09:53,  3.37it/s]
 70%|██████▉   | 4612/6612 [23:44<09:51,  3.38it/s]
 70%|██████▉   | 4613/6612 [23:44<09:49,  3.39it/s]
 70%|██████▉   | 4614/6612 [23:45<09:49,  3.39it/s]
 70%|██████▉   | 4615/6612 [23:45<09:50,  3.38it/s]
 70%|██████▉   | 4616/6612 [23:45<09:49,  3.39it/s]
 70%|██████▉   | 4617/6612 [23:46<10:56,  3.04it/s]
 70%|██████▉   | 4618/6612 [23:46<10:35,  3.14it/s]
 70%|██████▉   | 4619/6612 [23:46<10:21,  3.21it/s]
 70%|██████▉   | 4620/6612 [23:47<10:09,  3.27it/s]
 70%|██████▉   | 4621/6612 [23:47<10:03,  3.30it/s]
 70%|██████▉   | 4622/6612 [23:47<09:58,  3.33it/s]
 70%|██████▉   | 4623/6612 [23:48<09:54,  3.35it/s]
 70%|██████▉   | 4624/6612 [23:48<09:50,  3.37it/s]
 70%|██████▉   | 4625/6612 [23:48<09:47,  3.38it/s]
 70%|██████▉   | 4626/6612 [23:48<09:47,  3.38it/s]
 70%|██████▉   | 4627/6612 [23:49<09:45,  3.39it/s]
 70%|██████▉   | 4628/6612 [23:49<09:45,  3.39it/s]
 70%|███████   | 4629/6612 [23:49<09:44,  3.39it/s]
 70%|███████   | 4630/6612 [23:50<09:45,  3.39it/s]
 70%|███████   | 4631/6612 [23:50<09:45,  3.39it/s]
 70%|███████   | 4632/6612 [23:50<09:44,  3.39it/s]
 70%|███████   | 4633/6612 [23:51<10:39,  3.10it/s]
 70%|███████   | 4634/6612 [23:51<11:03,  2.98it/s]
 70%|███████   | 4635/6612 [23:51<10:43,  3.07it/s]
 70%|███████   | 4636/6612 [23:52<10:25,  3.16it/s]
 70%|███████   | 4637/6612 [23:52<10:12,  3.23it/s]
 70%|███████   | 4638/6612 [23:52<10:03,  3.27it/s]
 70%|███████   | 4639/6612 [23:52<09:56,  3.31it/s]
 70%|███████   | 4640/6612 [23:53<09:51,  3.33it/s]
 70%|███████   | 4641/6612 [23:53<09:47,  3.35it/s]
 70%|███████   | 4642/6612 [23:53<09:44,  3.37it/s]
 70%|███████   | 4643/6612 [23:54<09:43,  3.37it/s]
 70%|███████   | 4644/6612 [23:54<09:42,  3.38it/s]
 70%|███████   | 4645/6612 [23:54<09:41,  3.38it/s]
 70%|███████   | 4646/6612 [23:54<09:40,  3.39it/s]
 70%|███████   | 4647/6612 [23:55<09:40,  3.38it/s]
 70%|███████   | 4648/6612 [23:55<09:41,  3.38it/s]
 70%|███████   | 4649/6612 [23:55<09:41,  3.38it/s]
 70%|███████   | 4650/6612 [23:56<11:00,  2.97it/s]
 70%|███████   | 4651/6612 [23:56<11:10,  2.92it/s]
 70%|███████   | 4652/6612 [23:56<10:57,  2.98it/s]
 70%|███████   | 4653/6612 [23:57<10:32,  3.10it/s]
 70%|███████   | 4654/6612 [23:57<10:15,  3.18it/s]
 70%|███████   | 4655/6612 [23:57<10:04,  3.24it/s]
 70%|███████   | 4656/6612 [23:58<09:56,  3.28it/s]
 70%|███████   | 4657/6612 [23:58<09:50,  3.31it/s]
 70%|███████   | 4658/6612 [23:58<09:45,  3.34it/s]
 70%|███████   | 4659/6612 [23:59<09:42,  3.35it/s]
 70%|███████   | 4660/6612 [23:59<09:40,  3.36it/s]
 70%|███████   | 4661/6612 [23:59<09:39,  3.37it/s]
 71%|███████   | 4662/6612 [23:59<09:37,  3.38it/s]
 71%|███████   | 4663/6612 [24:00<09:36,  3.38it/s]
 71%|███████   | 4664/6612 [24:00<09:34,  3.39it/s]
 71%|███████   | 4665/6612 [24:00<09:34,  3.39it/s]
 71%|███████   | 4666/6612 [24:01<10:39,  3.04it/s]
 71%|███████   | 4667/6612 [24:01<10:19,  3.14it/s]
 71%|███████   | 4668/6612 [24:01<10:04,  3.21it/s]
 71%|███████   | 4669/6612 [24:02<09:55,  3.26it/s]
 71%|███████   | 4670/6612 [24:02<09:47,  3.31it/s]
 71%|███████   | 4671/6612 [24:02<09:42,  3.33it/s]
 71%|███████   | 4672/6612 [24:02<09:40,  3.34it/s]
 71%|███████   | 4673/6612 [24:03<09:36,  3.36it/s]
 71%|███████   | 4674/6612 [24:03<09:35,  3.37it/s]
 71%|███████   | 4675/6612 [24:03<09:33,  3.38it/s]
 71%|███████   | 4676/6612 [24:04<09:32,  3.38it/s]
 71%|███████   | 4677/6612 [24:04<09:31,  3.39it/s]
 71%|███████   | 4678/6612 [24:04<09:30,  3.39it/s]
 71%|███████   | 4679/6612 [24:05<09:29,  3.40it/s]
 71%|███████   | 4680/6612 [24:05<09:28,  3.40it/s]
 71%|███████   | 4681/6612 [24:05<09:28,  3.40it/s]
 71%|███████   | 4682/6612 [24:06<10:26,  3.08it/s]
 71%|███████   | 4683/6612 [24:06<10:49,  2.97it/s]
 71%|███████   | 4684/6612 [24:06<10:39,  3.02it/s]
 71%|███████   | 4685/6612 [24:06<10:17,  3.12it/s]
 71%|███████   | 4686/6612 [24:07<10:03,  3.19it/s]
 71%|███████   | 4687/6612 [24:07<09:51,  3.25it/s]
 71%|███████   | 4688/6612 [24:07<09:44,  3.29it/s]
 71%|███████   | 4689/6612 [24:08<09:38,  3.33it/s]
 71%|███████   | 4690/6612 [24:08<09:33,  3.35it/s]
 71%|███████   | 4691/6612 [24:08<09:30,  3.37it/s]
 71%|███████   | 4692/6612 [24:09<09:30,  3.36it/s]
 71%|███████   | 4693/6612 [24:09<09:28,  3.37it/s]
 71%|███████   | 4694/6612 [24:09<09:27,  3.38it/s]
 71%|███████   | 4695/6612 [24:09<09:25,  3.39it/s]
 71%|███████   | 4696/6612 [24:10<09:24,  3.39it/s]
 71%|███████   | 4697/6612 [24:10<09:25,  3.39it/s]
 71%|███████   | 4698/6612 [24:10<09:31,  3.35it/s]
 71%|███████   | 4699/6612 [24:11<10:44,  2.97it/s]
 71%|███████   | 4700/6612 [24:11<10:32,  3.02it/s]
                                                   

 71%|███████   | 4700/6612 [24:11<10:32,  3.02it/s]
 71%|███████   | 4701/6612 [24:11<10:21,  3.07it/s]
 71%|███████   | 4702/6612 [24:12<10:03,  3.16it/s]
 71%|███████   | 4703/6612 [24:12<09:51,  3.23it/s]
 71%|███████   | 4704/6612 [24:12<09:42,  3.27it/s]
 71%|███████   | 4705/6612 [24:13<09:36,  3.31it/s]
 71%|███████   | 4706/6612 [24:13<09:31,  3.34it/s]
 71%|███████   | 4707/6612 [24:13<09:27,  3.36it/s]
 71%|███████   | 4708/6612 [24:13<09:26,  3.36it/s]
 71%|███████   | 4709/6612 [24:14<09:24,  3.37it/s]
 71%|███████   | 4710/6612 [24:14<09:23,  3.38it/s]
 71%|███████   | 4711/6612 [24:14<09:22,  3.38it/s]
 71%|███████▏  | 4712/6612 [24:15<09:21,  3.38it/s]
 71%|███████▏  | 4713/6612 [24:15<09:24,  3.37it/s]
 71%|███████▏  | 4714/6612 [24:15<09:22,  3.38it/s]
 71%|███████▏  | 4715/6612 [24:16<10:22,  3.05it/s]
 71%|███████▏  | 4716/6612 [24:16<10:02,  3.15it/s]
 71%|███████▏  | 4717/6612 [24:16<09:48,  3.22it/s]
 71%|███████▏  | 4718/6612 [24:17<09:39,  3.27it/s]
 71%|███████▏  | 4719/6612 [24:17<09:33,  3.30it/s]
 71%|███████▏  | 4720/6612 [24:17<09:27,  3.33it/s]
 71%|███████▏  | 4721/6612 [24:17<09:25,  3.35it/s]
 71%|███████▏  | 4722/6612 [24:18<09:22,  3.36it/s]
 71%|███████▏  | 4723/6612 [24:18<09:20,  3.37it/s]
 71%|███████▏  | 4724/6612 [24:18<09:18,  3.38it/s]
 71%|███████▏  | 4725/6612 [24:19<09:17,  3.39it/s]
 71%|███████▏  | 4726/6612 [24:19<09:16,  3.39it/s]
 71%|███████▏  | 4727/6612 [24:19<09:15,  3.40it/s]
 72%|███████▏  | 4728/6612 [24:19<09:14,  3.40it/s]
 72%|███████▏  | 4729/6612 [24:20<09:15,  3.39it/s]
 72%|███████▏  | 4730/6612 [24:20<09:15,  3.39it/s]
 72%|███████▏  | 4731/6612 [24:20<09:58,  3.14it/s]
 72%|███████▏  | 4732/6612 [24:21<10:15,  3.05it/s]
 72%|███████▏  | 4733/6612 [24:21<09:56,  3.15it/s]
 72%|███████▏  | 4734/6612 [24:21<09:44,  3.21it/s]
 72%|███████▏  | 4735/6612 [24:22<09:34,  3.27it/s]
 72%|███████▏  | 4736/6612 [24:22<09:28,  3.30it/s]
 72%|███████▏  | 4737/6612 [24:22<09:22,  3.33it/s]
 72%|███████▏  | 4738/6612 [24:23<09:18,  3.35it/s]
 72%|███████▏  | 4739/6612 [24:23<09:17,  3.36it/s]
 72%|███████▏  | 4740/6612 [24:23<09:15,  3.37it/s]
 72%|███████▏  | 4741/6612 [24:23<09:13,  3.38it/s]
 72%|███████▏  | 4742/6612 [24:24<09:12,  3.38it/s]
 72%|███████▏  | 4743/6612 [24:24<09:11,  3.39it/s]
 72%|███████▏  | 4744/6612 [24:24<09:13,  3.38it/s]
 72%|███████▏  | 4745/6612 [24:25<09:11,  3.38it/s]
 72%|███████▏  | 4746/6612 [24:25<09:10,  3.39it/s]
 72%|███████▏  | 4747/6612 [24:25<09:08,  3.40it/s]
 72%|███████▏  | 4748/6612 [24:26<10:13,  3.04it/s]
 72%|███████▏  | 4749/6612 [24:26<10:03,  3.09it/s]
 72%|███████▏  | 4750/6612 [24:26<09:46,  3.17it/s]
 72%|███████▏  | 4751/6612 [24:27<09:35,  3.24it/s]
 72%|███████▏  | 4752/6612 [24:27<09:26,  3.28it/s]
 72%|███████▏  | 4753/6612 [24:27<09:20,  3.31it/s]
 72%|███████▏  | 4754/6612 [24:27<09:16,  3.34it/s]
 72%|███████▏  | 4755/6612 [24:28<09:13,  3.35it/s]
 72%|███████▏  | 4756/6612 [24:28<09:11,  3.37it/s]
 72%|███████▏  | 4757/6612 [24:28<09:08,  3.38it/s]
 72%|███████▏  | 4758/6612 [24:29<09:07,  3.39it/s]
 72%|███████▏  | 4759/6612 [24:29<09:06,  3.39it/s]
 72%|███████▏  | 4760/6612 [24:29<09:06,  3.39it/s]
 72%|███████▏  | 4761/6612 [24:29<09:05,  3.39it/s]
 72%|███████▏  | 4762/6612 [24:30<09:04,  3.40it/s]
 72%|███████▏  | 4763/6612 [24:30<09:05,  3.39it/s]
 72%|███████▏  | 4764/6612 [24:30<09:16,  3.32it/s]
 72%|███████▏  | 4765/6612 [24:31<10:21,  2.97it/s]
 72%|███████▏  | 4766/6612 [24:31<10:15,  3.00it/s]
 72%|███████▏  | 4767/6612 [24:31<09:53,  3.11it/s]
 72%|███████▏  | 4768/6612 [24:32<09:38,  3.19it/s]
 72%|███████▏  | 4769/6612 [24:32<09:27,  3.25it/s]
 72%|███████▏  | 4770/6612 [24:32<09:20,  3.29it/s]
 72%|███████▏  | 4771/6612 [24:33<09:14,  3.32it/s]
 72%|███████▏  | 4772/6612 [24:33<09:10,  3.34it/s]
 72%|███████▏  | 4773/6612 [24:33<09:07,  3.36it/s]
 72%|███████▏  | 4774/6612 [24:33<09:04,  3.38it/s]
 72%|███████▏  | 4775/6612 [24:34<09:02,  3.38it/s]
 72%|███████▏  | 4776/6612 [24:34<09:01,  3.39it/s]
 72%|███████▏  | 4777/6612 [24:34<09:01,  3.39it/s]
 72%|███████▏  | 4778/6612 [24:35<09:00,  3.39it/s]
 72%|███████▏  | 4779/6612 [24:35<09:00,  3.39it/s]
 72%|███████▏  | 4780/6612 [24:35<09:00,  3.39it/s]
 72%|███████▏  | 4781/6612 [24:36<10:10,  3.00it/s]
 72%|███████▏  | 4782/6612 [24:36<10:07,  3.01it/s]
 72%|███████▏  | 4783/6612 [24:36<09:47,  3.11it/s]
 72%|███████▏  | 4784/6612 [24:37<09:32,  3.19it/s]
 72%|███████▏  | 4785/6612 [24:37<09:22,  3.25it/s]
 72%|███████▏  | 4786/6612 [24:37<09:15,  3.29it/s]
 72%|███████▏  | 4787/6612 [24:37<09:10,  3.32it/s]
 72%|███████▏  | 4788/6612 [24:38<09:07,  3.33it/s]
 72%|███████▏  | 4789/6612 [24:38<09:03,  3.35it/s]
 72%|███████▏  | 4790/6612 [24:38<09:01,  3.37it/s]
 72%|███████▏  | 4791/6612 [24:39<08:58,  3.38it/s]
 72%|███████▏  | 4792/6612 [24:39<08:57,  3.39it/s]
 72%|███████▏  | 4793/6612 [24:39<08:56,  3.39it/s]
 73%|███████▎  | 4794/6612 [24:40<08:55,  3.39it/s]
 73%|███████▎  | 4795/6612 [24:40<08:54,  3.40it/s]
 73%|███████▎  | 4796/6612 [24:40<08:54,  3.40it/s]
 73%|███████▎  | 4797/6612 [24:41<09:59,  3.03it/s]
 73%|███████▎  | 4798/6612 [24:41<10:11,  2.96it/s]
 73%|███████▎  | 4799/6612 [24:41<09:46,  3.09it/s]
 73%|███████▎  | 4800/6612 [24:41<09:30,  3.18it/s]
                                                   

 73%|███████▎  | 4800/6612 [24:41<09:30,  3.18it/s]
 73%|███████▎  | 4801/6612 [24:42<09:27,  3.19it/s]
 73%|███████▎  | 4802/6612 [24:42<09:16,  3.25it/s]
 73%|███████▎  | 4803/6612 [24:42<09:09,  3.29it/s]
 73%|███████▎  | 4804/6612 [24:43<09:05,  3.31it/s]
 73%|███████▎  | 4805/6612 [24:43<09:02,  3.33it/s]
 73%|███████▎  | 4806/6612 [24:43<08:58,  3.35it/s]
 73%|███████▎  | 4807/6612 [24:44<08:55,  3.37it/s]
 73%|███████▎  | 4808/6612 [24:44<08:53,  3.38it/s]
 73%|███████▎  | 4809/6612 [24:44<08:52,  3.38it/s]
 73%|███████▎  | 4810/6612 [24:44<08:52,  3.39it/s]
 73%|███████▎  | 4811/6612 [24:45<08:51,  3.39it/s]
 73%|███████▎  | 4812/6612 [24:45<08:50,  3.39it/s]
 73%|███████▎  | 4813/6612 [24:45<09:38,  3.11it/s]
 73%|███████▎  | 4814/6612 [24:46<09:38,  3.11it/s]
 73%|███████▎  | 4815/6612 [24:46<09:24,  3.19it/s]
 73%|███████▎  | 4816/6612 [24:46<09:13,  3.25it/s]
 73%|███████▎  | 4817/6612 [24:47<09:05,  3.29it/s]
 73%|███████▎  | 4818/6612 [24:47<08:59,  3.32it/s]
 73%|███████▎  | 4819/6612 [24:47<08:57,  3.34it/s]
 73%|███████▎  | 4820/6612 [24:47<08:53,  3.36it/s]
 73%|███████▎  | 4821/6612 [24:48<08:51,  3.37it/s]
 73%|███████▎  | 4822/6612 [24:48<08:49,  3.38it/s]
 73%|███████▎  | 4823/6612 [24:48<08:47,  3.39it/s]
 73%|███████▎  | 4824/6612 [24:49<08:48,  3.38it/s]
 73%|███████▎  | 4825/6612 [24:49<08:48,  3.38it/s]
 73%|███████▎  | 4826/6612 [24:49<08:48,  3.38it/s]
 73%|███████▎  | 4827/6612 [24:50<08:46,  3.39it/s]
 73%|███████▎  | 4828/6612 [24:50<08:46,  3.39it/s]
 73%|███████▎  | 4829/6612 [24:50<08:45,  3.40it/s]
 73%|███████▎  | 4830/6612 [24:51<09:51,  3.01it/s]
 73%|███████▎  | 4831/6612 [24:51<09:55,  2.99it/s]
 73%|███████▎  | 4832/6612 [24:51<09:35,  3.09it/s]
 73%|███████▎  | 4833/6612 [24:51<09:21,  3.17it/s]
 73%|███████▎  | 4834/6612 [24:52<09:11,  3.22it/s]
 73%|███████▎  | 4835/6612 [24:52<09:02,  3.27it/s]
 73%|███████▎  | 4836/6612 [24:52<08:57,  3.31it/s]
 73%|███████▎  | 4837/6612 [24:53<08:52,  3.34it/s]
 73%|███████▎  | 4838/6612 [24:53<08:49,  3.35it/s]
 73%|███████▎  | 4839/6612 [24:53<08:46,  3.37it/s]
 73%|███████▎  | 4840/6612 [24:54<08:44,  3.38it/s]
 73%|███████▎  | 4841/6612 [24:54<08:43,  3.38it/s]
 73%|███████▎  | 4842/6612 [24:54<08:42,  3.39it/s]
 73%|███████▎  | 4843/6612 [24:54<08:40,  3.40it/s]
 73%|███████▎  | 4844/6612 [24:55<08:39,  3.40it/s]
 73%|███████▎  | 4845/6612 [24:55<08:40,  3.40it/s]
 73%|███████▎  | 4846/6612 [24:55<08:40,  3.39it/s]
 73%|███████▎  | 4847/6612 [24:56<08:40,  3.39it/s]
 73%|███████▎  | 4848/6612 [24:56<08:40,  3.39it/s]
 73%|███████▎  | 4849/6612 [24:56<08:39,  3.39it/s]
 73%|███████▎  | 4850/6612 [24:57<08:41,  3.38it/s]
 73%|███████▎  | 4851/6612 [24:57<09:53,  2.97it/s]
 73%|███████▎  | 4852/6612 [24:57<10:07,  2.90it/s]
 73%|███████▎  | 4853/6612 [24:58<10:09,  2.89it/s]
 73%|███████▎  | 4854/6612 [24:58<10:17,  2.85it/s]
 73%|███████▎  | 4855/6612 [24:58<10:16,  2.85it/s]
 73%|███████▎  | 4856/6612 [24:59<10:19,  2.83it/s]
 73%|███████▎  | 4857/6612 [24:59<10:28,  2.79it/s]
 73%|███████▎  | 4858/6612 [24:59<10:40,  2.74it/s]
 73%|███████▎  | 4859/6612 [25:00<10:51,  2.69it/s]
 74%|███████▎  | 4860/6612 [25:00<10:56,  2.67it/s]
 74%|███████▎  | 4861/6612 [25:01<10:57,  2.66it/s]
 74%|███████▎  | 4862/6612 [25:01<10:58,  2.66it/s]
 74%|███████▎  | 4863/6612 [25:01<10:59,  2.65it/s]
 74%|███████▎  | 4864/6612 [25:02<11:01,  2.64it/s]
 74%|███████▎  | 4865/6612 [25:02<11:05,  2.62it/s]
 74%|███████▎  | 4866/6612 [25:03<11:07,  2.61it/s]
 74%|███████▎  | 4867/6612 [25:03<11:09,  2.61it/s]
 74%|███████▎  | 4868/6612 [25:03<11:13,  2.59it/s]
 74%|███████▎  | 4869/6612 [25:04<11:15,  2.58it/s]
 74%|███████▎  | 4870/6612 [25:04<11:17,  2.57it/s]
 74%|███████▎  | 4871/6612 [25:04<10:43,  2.71it/s]
 74%|███████▎  | 4872/6612 [25:05<10:03,  2.88it/s]
 74%|███████▎  | 4873/6612 [25:05<09:35,  3.02it/s]
 74%|███████▎  | 4874/6612 [25:05<09:16,  3.12it/s]
 74%|███████▎  | 4875/6612 [25:06<09:02,  3.20it/s]
 74%|███████▎  | 4876/6612 [25:06<08:54,  3.25it/s]
 74%|███████▍  | 4877/6612 [25:06<08:48,  3.28it/s]
 74%|███████▍  | 4878/6612 [25:06<08:50,  3.27it/s]
 74%|███████▍  | 4879/6612 [25:07<09:51,  2.93it/s]
 74%|███████▍  | 4880/6612 [25:07<09:34,  3.01it/s]
 74%|███████▍  | 4881/6612 [25:08<09:15,  3.11it/s]
 74%|███████▍  | 4882/6612 [25:08<09:02,  3.19it/s]
 74%|███████▍  | 4883/6612 [25:08<08:52,  3.25it/s]
 74%|███████▍  | 4884/6612 [25:08<08:47,  3.28it/s]
 74%|███████▍  | 4885/6612 [25:09<08:41,  3.31it/s]
 74%|███████▍  | 4886/6612 [25:09<08:37,  3.34it/s]
 74%|███████▍  | 4887/6612 [25:09<08:34,  3.35it/s]
 74%|███████▍  | 4888/6612 [25:10<09:05,  3.16it/s]
 74%|███████▍  | 4889/6612 [25:10<09:40,  2.97it/s]
 74%|███████▍  | 4890/6612 [25:10<09:28,  3.03it/s]
 74%|███████▍  | 4891/6612 [25:11<09:09,  3.13it/s]
 74%|███████▍  | 4892/6612 [25:11<08:57,  3.20it/s]
 74%|███████▍  | 4893/6612 [25:11<08:47,  3.26it/s]
 74%|███████▍  | 4894/6612 [25:12<08:58,  3.19it/s]
 74%|███████▍  | 4895/6612 [25:12<09:45,  2.93it/s]
 74%|███████▍  | 4896/6612 [25:12<09:35,  2.98it/s]
 74%|███████▍  | 4897/6612 [25:13<09:13,  3.10it/s]
 74%|███████▍  | 4898/6612 [25:13<08:58,  3.18it/s]
 74%|███████▍  | 4899/6612 [25:13<08:47,  3.24it/s]
 74%|███████▍  | 4900/6612 [25:13<08:40,  3.29it/s]
                                                   

 74%|███████▍  | 4900/6612 [25:14<08:40,  3.29it/s]
 74%|███████▍  | 4901/6612 [25:14<08:45,  3.26it/s]
 74%|███████▍  | 4902/6612 [25:14<08:38,  3.30it/s]
 74%|███████▍  | 4903/6612 [25:14<08:33,  3.33it/s]
 74%|███████▍  | 4904/6612 [25:15<08:30,  3.35it/s]
 74%|███████▍  | 4905/6612 [25:15<08:27,  3.36it/s]
 74%|███████▍  | 4906/6612 [25:15<08:26,  3.37it/s]
 74%|███████▍  | 4907/6612 [25:16<08:25,  3.37it/s]
 74%|███████▍  | 4908/6612 [25:16<08:23,  3.38it/s]
 74%|███████▍  | 4909/6612 [25:16<08:20,  3.40it/s]
 74%|███████▍  | 4910/6612 [25:16<08:20,  3.40it/s]
 74%|███████▍  | 4911/6612 [25:17<09:24,  3.01it/s]
 74%|███████▍  | 4912/6612 [25:17<09:31,  2.98it/s]
 74%|███████▍  | 4913/6612 [25:17<09:10,  3.09it/s]
 74%|███████▍  | 4914/6612 [25:18<08:56,  3.16it/s]
 74%|███████▍  | 4915/6612 [25:18<08:44,  3.24it/s]
 74%|███████▍  | 4916/6612 [25:18<08:36,  3.28it/s]
 74%|███████▍  | 4917/6612 [25:19<08:29,  3.32it/s]
 74%|███████▍  | 4918/6612 [25:19<08:26,  3.34it/s]
 74%|███████▍  | 4919/6612 [25:19<08:24,  3.36it/s]
 74%|███████▍  | 4920/6612 [25:20<08:21,  3.37it/s]
 74%|███████▍  | 4921/6612 [25:20<08:20,  3.38it/s]
 74%|███████▍  | 4922/6612 [25:20<08:19,  3.38it/s]
 74%|███████▍  | 4923/6612 [25:20<08:18,  3.39it/s]
 74%|███████▍  | 4924/6612 [25:21<08:17,  3.39it/s]
 74%|███████▍  | 4925/6612 [25:21<08:17,  3.39it/s]
 75%|███████▍  | 4926/6612 [25:21<08:16,  3.39it/s]
 75%|███████▍  | 4927/6612 [25:22<08:16,  3.40it/s]
 75%|███████▍  | 4928/6612 [25:22<08:15,  3.40it/s]
 75%|███████▍  | 4929/6612 [25:22<08:15,  3.40it/s]
 75%|███████▍  | 4930/6612 [25:22<08:14,  3.40it/s]
 75%|███████▍  | 4931/6612 [25:23<08:14,  3.40it/s]
 75%|███████▍  | 4932/6612 [25:23<08:14,  3.40it/s]
 75%|███████▍  | 4933/6612 [25:23<08:14,  3.39it/s]
 75%|███████▍  | 4934/6612 [25:24<08:14,  3.39it/s]
 75%|███████▍  | 4935/6612 [25:24<08:13,  3.40it/s]
 75%|███████▍  | 4936/6612 [25:24<09:11,  3.04it/s]
 75%|███████▍  | 4937/6612 [25:25<09:25,  2.96it/s]
 75%|███████▍  | 4938/6612 [25:25<09:02,  3.09it/s]
 75%|███████▍  | 4939/6612 [25:25<08:47,  3.17it/s]
 75%|███████▍  | 4940/6612 [25:26<08:37,  3.23it/s]
 75%|███████▍  | 4941/6612 [25:26<08:30,  3.28it/s]
 75%|███████▍  | 4942/6612 [25:26<08:24,  3.31it/s]
 75%|███████▍  | 4943/6612 [25:27<08:19,  3.34it/s]
 75%|███████▍  | 4944/6612 [25:27<08:18,  3.35it/s]
 75%|███████▍  | 4945/6612 [25:27<08:15,  3.36it/s]
 75%|███████▍  | 4946/6612 [25:27<08:14,  3.37it/s]
 75%|███████▍  | 4947/6612 [25:28<08:12,  3.38it/s]
 75%|███████▍  | 4948/6612 [25:28<08:11,  3.38it/s]
 75%|███████▍  | 4949/6612 [25:28<09:13,  3.01it/s]
 75%|███████▍  | 4950/6612 [25:29<08:57,  3.09it/s]
 75%|███████▍  | 4951/6612 [25:29<08:43,  3.18it/s]
 75%|███████▍  | 4952/6612 [25:29<08:32,  3.24it/s]
 75%|███████▍  | 4953/6612 [25:30<08:23,  3.30it/s]
 75%|███████▍  | 4954/6612 [25:30<08:19,  3.32it/s]
 75%|███████▍  | 4955/6612 [25:30<08:16,  3.34it/s]
 75%|███████▍  | 4956/6612 [25:30<08:13,  3.35it/s]
 75%|███████▍  | 4957/6612 [25:31<08:11,  3.37it/s]
 75%|███████▍  | 4958/6612 [25:31<08:10,  3.37it/s]
 75%|███████▌  | 4959/6612 [25:31<07:18,  3.77it/s]{'eval_avg_acc': 0.6539836567926456, 'eval_avg_precision': 0.6379384651137501, 'eval_avg_recall': 0.6539836567926456, 'eval_avg_f1': 0.6393878064337097, 'eval_main_acc': 0.6996935648621042, 'eval_main_precision': 0.6931853902268162, 'eval_main_recall': 0.6996935648621042, 'eval_main_f1': 0.6930341553611825, 'eval_sub_acc': 0.5822267620020429, 'eval_sub_precision': 0.5795538531339105, 'eval_sub_recall': 0.5822267620020429, 'eval_sub_f1': 0.5713327218702081, 'eval_interv_acc': 0.6659856996935649, 'eval_interv_precision': 0.6480654344377745, 'eval_interv_recall': 0.6659856996935649, 'eval_interv_f1': 0.6533291522938394, 'eval_priority_acc': 0.6680286006128703, 'eval_priority_precision': 0.6309491826564992, 'eval_priority_recall': 0.6680286006128703, 'eval_priority_f1': 0.6398551962096088, 'eval_runtime': 5.3001, 'eval_samples_per_second': 184.712, 'eval_steps_per_second': 11.698, 'epoch': 8.0}
{'loss': 2.6192, 'grad_norm': 21.144784927368164, 'learning_rate': 6.391409558378706e-06, 'epoch': 8.17}
{'loss': 2.5989, 'grad_norm': 21.583093643188477, 'learning_rate': 6.088929219600726e-06, 'epoch': 8.35}
{'loss': 2.5779, 'grad_norm': 22.361051559448242, 'learning_rate': 5.786448880822747e-06, 'epoch': 8.53}
{'loss': 2.5695, 'grad_norm': 18.17938804626465, 'learning_rate': 5.483968542044767e-06, 'epoch': 8.71}
{'loss': 2.5794, 'grad_norm': 14.187653541564941, 'learning_rate': 5.181488203266788e-06, 'epoch': 8.89}


  0%|          | 0/62 [00:00<?, ?it/s]

  5%|▍         | 3/62 [00:00<00:03, 17.39it/s]

  8%|▊         | 5/62 [00:00<00:04, 14.03it/s]

 11%|█▏        | 7/62 [00:00<00:04, 12.93it/s]

 15%|█▍        | 9/62 [00:00<00:04, 12.41it/s]

 18%|█▊        | 11/62 [00:00<00:04, 12.11it/s]

 21%|██        | 13/62 [00:01<00:04, 11.93it/s]

 24%|██▍       | 15/62 [00:01<00:03, 11.80it/s]

 27%|██▋       | 17/62 [00:01<00:03, 11.73it/s]

 31%|███       | 19/62 [00:01<00:03, 11.70it/s]

 34%|███▍      | 21/62 [00:01<00:03, 10.80it/s]

 37%|███▋      | 23/62 [00:02<00:04,  9.68it/s]

 39%|███▊      | 24/62 [00:02<00:03,  9.60it/s]

 40%|████      | 25/62 [00:02<00:03,  9.68it/s]

 44%|████▎     | 27/62 [00:02<00:03, 10.33it/s]

 47%|████▋     | 29/62 [00:02<00:03, 10.73it/s]

 50%|█████     | 31/62 [00:02<00:02, 11.01it/s]

 53%|█████▎    | 33/62 [00:02<00:02, 11.20it/s]

 56%|█████▋    | 35/62 [00:03<00:02, 11.30it/s]

 60%|█████▉    | 37/62 [00:03<00:02, 11.38it/s]

 63%|██████▎   | 39/62 [00:03<00:02, 11.44it/s]

 66%|██████▌   | 41/62 [00:03<00:01, 11.49it/s]

 69%|██████▉   | 43/62 [00:03<00:01, 11.51it/s]

 73%|███████▎  | 45/62 [00:03<00:01, 11.53it/s]

 76%|███████▌  | 47/62 [00:04<00:01, 11.53it/s]

 79%|███████▉  | 49/62 [00:04<00:01, 11.54it/s]

 82%|████████▏ | 51/62 [00:04<00:00, 11.54it/s]

 85%|████████▌ | 53/62 [00:04<00:00, 11.55it/s]

 89%|████████▊ | 55/62 [00:04<00:00, 11.56it/s]

 92%|█████████▏| 57/62 [00:04<00:00, 11.55it/s]

 95%|█████████▌| 59/62 [00:05<00:00, 11.55it/s]

 98%|█████████▊| 61/62 [00:05<00:00, 11.55it/s]
                                                   

                                               

 75%|███████▌  | 4959/6612 [25:37<07:18,  3.77it/s]

100%|██████████| 62/62 [00:05<00:00, 11.55it/s]

                                               
 75%|███████▌  | 4960/6612 [25:37<56:41,  2.06s/it]
 75%|███████▌  | 4961/6612 [25:38<42:06,  1.53s/it]
 75%|███████▌  | 4962/6612 [25:38<32:29,  1.18s/it]
 75%|███████▌  | 4963/6612 [25:39<25:34,  1.07it/s]
 75%|███████▌  | 4964/6612 [25:39<20:18,  1.35it/s]
 75%|███████▌  | 4965/6612 [25:39<16:37,  1.65it/s]
 75%|███████▌  | 4966/6612 [25:39<14:03,  1.95it/s]
 75%|███████▌  | 4967/6612 [25:40<12:15,  2.24it/s]
 75%|███████▌  | 4968/6612 [25:40<11:00,  2.49it/s]
 75%|███████▌  | 4969/6612 [25:40<10:06,  2.71it/s]
 75%|███████▌  | 4970/6612 [25:41<09:29,  2.88it/s]
 75%|███████▌  | 4971/6612 [25:41<09:03,  3.02it/s]
 75%|███████▌  | 4972/6612 [25:41<08:45,  3.12it/s]
 75%|███████▌  | 4973/6612 [25:41<08:32,  3.20it/s]
 75%|███████▌  | 4974/6612 [25:42<08:22,  3.26it/s]
 75%|███████▌  | 4975/6612 [25:42<08:16,  3.30it/s]
 75%|███████▌  | 4976/6612 [25:42<08:11,  3.33it/s]
 75%|███████▌  | 4977/6612 [25:43<08:08,  3.35it/s]
 75%|███████▌  | 4978/6612 [25:43<08:06,  3.36it/s]
 75%|███████▌  | 4979/6612 [25:43<09:02,  3.01it/s]
 75%|███████▌  | 4980/6612 [25:44<08:51,  3.07it/s]
 75%|███████▌  | 4981/6612 [25:44<08:35,  3.16it/s]
 75%|███████▌  | 4982/6612 [25:44<08:25,  3.23it/s]
 75%|███████▌  | 4983/6612 [25:45<08:17,  3.28it/s]
 75%|███████▌  | 4984/6612 [25:45<08:11,  3.31it/s]
 75%|███████▌  | 4985/6612 [25:45<08:06,  3.34it/s]
 75%|███████▌  | 4986/6612 [25:45<08:04,  3.36it/s]
 75%|███████▌  | 4987/6612 [25:46<08:03,  3.36it/s]
 75%|███████▌  | 4988/6612 [25:46<08:01,  3.37it/s]
 75%|███████▌  | 4989/6612 [25:46<07:59,  3.38it/s]
 75%|███████▌  | 4990/6612 [25:47<07:58,  3.39it/s]
 75%|███████▌  | 4991/6612 [25:47<07:58,  3.39it/s]
 75%|███████▌  | 4992/6612 [25:47<07:57,  3.39it/s]
 76%|███████▌  | 4993/6612 [25:47<07:57,  3.39it/s]
 76%|███████▌  | 4994/6612 [25:48<07:55,  3.41it/s]
 76%|███████▌  | 4995/6612 [25:48<08:22,  3.22it/s]
 76%|███████▌  | 4996/6612 [25:49<09:00,  2.99it/s]
 76%|███████▌  | 4997/6612 [25:49<08:42,  3.09it/s]
 76%|███████▌  | 4998/6612 [25:49<08:27,  3.18it/s]
 76%|███████▌  | 4999/6612 [25:49<08:17,  3.24it/s]
 76%|███████▌  | 5000/6612 [25:50<08:11,  3.28it/s]
                                                   

 76%|███████▌  | 5000/6612 [25:50<08:11,  3.28it/s]
 76%|███████▌  | 5001/6612 [25:50<08:15,  3.25it/s]
 76%|███████▌  | 5002/6612 [25:50<08:09,  3.29it/s]
 76%|███████▌  | 5003/6612 [25:51<08:05,  3.32it/s]
 76%|███████▌  | 5004/6612 [25:51<08:01,  3.34it/s]
 76%|███████▌  | 5005/6612 [25:51<07:59,  3.35it/s]
 76%|███████▌  | 5006/6612 [25:51<07:57,  3.37it/s]
 76%|███████▌  | 5007/6612 [25:52<07:55,  3.37it/s]
 76%|███████▌  | 5008/6612 [25:52<07:55,  3.37it/s]
 76%|███████▌  | 5009/6612 [25:52<07:53,  3.38it/s]
 76%|███████▌  | 5010/6612 [25:53<07:52,  3.39it/s]
 76%|███████▌  | 5011/6612 [25:53<07:50,  3.41it/s]
 76%|███████▌  | 5012/6612 [25:53<08:52,  3.01it/s]
 76%|███████▌  | 5013/6612 [25:54<08:35,  3.10it/s]
 76%|███████▌  | 5014/6612 [25:54<08:21,  3.18it/s]
 76%|███████▌  | 5015/6612 [25:54<08:12,  3.24it/s]
 76%|███████▌  | 5016/6612 [25:55<08:05,  3.29it/s]
 76%|███████▌  | 5017/6612 [25:55<08:00,  3.32it/s]
 76%|███████▌  | 5018/6612 [25:55<07:58,  3.33it/s]
 76%|███████▌  | 5019/6612 [25:55<07:54,  3.35it/s]
 76%|███████▌  | 5020/6612 [25:56<07:53,  3.37it/s]
 76%|███████▌  | 5021/6612 [25:56<07:50,  3.38it/s]
 76%|███████▌  | 5022/6612 [25:56<07:50,  3.38it/s]
 76%|███████▌  | 5023/6612 [25:57<07:50,  3.38it/s]
 76%|███████▌  | 5024/6612 [25:57<07:49,  3.38it/s]
 76%|███████▌  | 5025/6612 [25:57<07:48,  3.39it/s]
 76%|███████▌  | 5026/6612 [25:57<07:47,  3.40it/s]
 76%|███████▌  | 5027/6612 [25:58<07:47,  3.39it/s]
 76%|███████▌  | 5028/6612 [25:58<08:32,  3.09it/s]
 76%|███████▌  | 5029/6612 [25:59<08:47,  3.00it/s]
 76%|███████▌  | 5030/6612 [25:59<08:27,  3.11it/s]
 76%|███████▌  | 5031/6612 [25:59<08:14,  3.20it/s]
 76%|███████▌  | 5032/6612 [25:59<08:06,  3.25it/s]
 76%|███████▌  | 5033/6612 [26:00<07:59,  3.29it/s]
 76%|███████▌  | 5034/6612 [26:00<07:53,  3.33it/s]
 76%|███████▌  | 5035/6612 [26:00<07:50,  3.35it/s]
 76%|███████▌  | 5036/6612 [26:01<07:49,  3.35it/s]
 76%|███████▌  | 5037/6612 [26:01<07:47,  3.37it/s]
 76%|███████▌  | 5038/6612 [26:01<07:46,  3.37it/s]
 76%|███████▌  | 5039/6612 [26:01<07:44,  3.38it/s]
 76%|███████▌  | 5040/6612 [26:02<07:43,  3.39it/s]
 76%|███████▌  | 5041/6612 [26:02<07:44,  3.38it/s]
 76%|███████▋  | 5042/6612 [26:02<07:43,  3.39it/s]
 76%|███████▋  | 5043/6612 [26:03<07:42,  3.39it/s]
 76%|███████▋  | 5044/6612 [26:03<07:41,  3.39it/s]
 76%|███████▋  | 5045/6612 [26:03<08:43,  2.99it/s]
 76%|███████▋  | 5046/6612 [26:04<08:31,  3.06it/s]
 76%|███████▋  | 5047/6612 [26:04<08:15,  3.16it/s]
 76%|███████▋  | 5048/6612 [26:04<08:04,  3.23it/s]
 76%|███████▋  | 5049/6612 [26:05<07:57,  3.27it/s]
 76%|███████▋  | 5050/6612 [26:05<07:53,  3.30it/s]
 76%|███████▋  | 5051/6612 [26:05<07:48,  3.33it/s]
 76%|███████▋  | 5052/6612 [26:05<07:45,  3.35it/s]
 76%|███████▋  | 5053/6612 [26:06<07:42,  3.37it/s]
 76%|███████▋  | 5054/6612 [26:06<07:40,  3.38it/s]
 76%|███████▋  | 5055/6612 [26:06<07:41,  3.37it/s]
 76%|███████▋  | 5056/6612 [26:07<07:40,  3.38it/s]
 76%|███████▋  | 5057/6612 [26:07<07:39,  3.39it/s]
 76%|███████▋  | 5058/6612 [26:07<07:37,  3.40it/s]
 77%|███████▋  | 5059/6612 [26:08<07:37,  3.39it/s]
 77%|███████▋  | 5060/6612 [26:08<07:37,  3.40it/s]
 77%|███████▋  | 5061/6612 [26:08<08:24,  3.07it/s]
 77%|███████▋  | 5062/6612 [26:09<08:35,  3.01it/s]
 77%|███████▋  | 5063/6612 [26:09<08:18,  3.11it/s]
 77%|███████▋  | 5064/6612 [26:09<08:05,  3.19it/s]
 77%|███████▋  | 5065/6612 [26:09<07:56,  3.24it/s]
 77%|███████▋  | 5066/6612 [26:10<07:49,  3.29it/s]
 77%|███████▋  | 5067/6612 [26:10<07:45,  3.32it/s]
 77%|███████▋  | 5068/6612 [26:10<07:42,  3.34it/s]
 77%|███████▋  | 5069/6612 [26:11<07:40,  3.35it/s]
 77%|███████▋  | 5070/6612 [26:11<07:37,  3.37it/s]
 77%|███████▋  | 5071/6612 [26:11<07:36,  3.38it/s]
 77%|███████▋  | 5072/6612 [26:12<07:35,  3.38it/s]
 77%|███████▋  | 5073/6612 [26:12<07:35,  3.38it/s]
 77%|███████▋  | 5074/6612 [26:12<07:34,  3.38it/s]
 77%|███████▋  | 5075/6612 [26:12<07:33,  3.39it/s]
 77%|███████▋  | 5076/6612 [26:13<07:33,  3.39it/s]
 77%|███████▋  | 5077/6612 [26:13<07:32,  3.39it/s]
 77%|███████▋  | 5078/6612 [26:13<08:34,  2.98it/s]
 77%|███████▋  | 5079/6612 [26:14<08:32,  2.99it/s]
 77%|███████▋  | 5080/6612 [26:14<08:14,  3.10it/s]
 77%|███████▋  | 5081/6612 [26:14<08:01,  3.18it/s]
 77%|███████▋  | 5082/6612 [26:15<07:51,  3.25it/s]
 77%|███████▋  | 5083/6612 [26:15<07:44,  3.29it/s]
 77%|███████▋  | 5084/6612 [26:15<07:40,  3.32it/s]
 77%|███████▋  | 5085/6612 [26:16<07:37,  3.34it/s]
 77%|███████▋  | 5086/6612 [26:16<07:34,  3.36it/s]
 77%|███████▋  | 5087/6612 [26:16<07:33,  3.36it/s]
 77%|███████▋  | 5088/6612 [26:16<07:31,  3.37it/s]
 77%|███████▋  | 5089/6612 [26:17<07:30,  3.38it/s]
 77%|███████▋  | 5090/6612 [26:17<07:29,  3.38it/s]
 77%|███████▋  | 5091/6612 [26:17<07:29,  3.38it/s]
 77%|███████▋  | 5092/6612 [26:18<07:28,  3.39it/s]
 77%|███████▋  | 5093/6612 [26:18<07:25,  3.41it/s]
 77%|███████▋  | 5094/6612 [26:18<08:17,  3.05it/s]
 77%|███████▋  | 5095/6612 [26:19<08:18,  3.04it/s]
 77%|███████▋  | 5096/6612 [26:19<08:03,  3.14it/s]
 77%|███████▋  | 5097/6612 [26:19<07:52,  3.21it/s]
 77%|███████▋  | 5098/6612 [26:19<07:44,  3.26it/s]
 77%|███████▋  | 5099/6612 [26:20<07:38,  3.30it/s]
 77%|███████▋  | 5100/6612 [26:20<07:34,  3.32it/s]
                                                   

 77%|███████▋  | 5100/6612 [26:20<07:34,  3.32it/s]
 77%|███████▋  | 5101/6612 [26:20<07:38,  3.29it/s]
 77%|███████▋  | 5102/6612 [26:21<07:34,  3.32it/s]
 77%|███████▋  | 5103/6612 [26:21<07:31,  3.34it/s]
 77%|███████▋  | 5104/6612 [26:21<07:28,  3.36it/s]
 77%|███████▋  | 5105/6612 [26:22<07:28,  3.36it/s]
 77%|███████▋  | 5106/6612 [26:22<07:26,  3.38it/s]
 77%|███████▋  | 5107/6612 [26:22<07:25,  3.38it/s]
 77%|███████▋  | 5108/6612 [26:22<07:23,  3.39it/s]
 77%|███████▋  | 5109/6612 [26:23<07:23,  3.39it/s]
 77%|███████▋  | 5110/6612 [26:23<07:51,  3.19it/s]
 77%|███████▋  | 5111/6612 [26:23<08:23,  2.98it/s]
 77%|███████▋  | 5112/6612 [26:24<08:13,  3.04it/s]
 77%|███████▋  | 5113/6612 [26:24<07:58,  3.13it/s]
 77%|███████▋  | 5114/6612 [26:24<07:48,  3.20it/s]
 77%|███████▋  | 5115/6612 [26:25<07:40,  3.25it/s]
 77%|███████▋  | 5116/6612 [26:25<07:34,  3.29it/s]
 77%|███████▋  | 5117/6612 [26:25<07:29,  3.33it/s]
 77%|███████▋  | 5118/6612 [26:26<07:26,  3.35it/s]
 77%|███████▋  | 5119/6612 [26:26<07:23,  3.37it/s]
 77%|███████▋  | 5120/6612 [26:26<07:21,  3.38it/s]
 77%|███████▋  | 5121/6612 [26:26<07:21,  3.38it/s]
 77%|███████▋  | 5122/6612 [26:27<07:18,  3.40it/s]
 77%|███████▋  | 5123/6612 [26:27<07:18,  3.39it/s]
 77%|███████▋  | 5124/6612 [26:27<07:18,  3.39it/s]
 78%|███████▊  | 5125/6612 [26:28<07:18,  3.39it/s]
 78%|███████▊  | 5126/6612 [26:28<07:18,  3.39it/s]
 78%|███████▊  | 5127/6612 [26:28<08:14,  3.00it/s]
 78%|███████▊  | 5128/6612 [26:29<08:26,  2.93it/s]
 78%|███████▊  | 5129/6612 [26:29<08:23,  2.95it/s]
 78%|███████▊  | 5130/6612 [26:29<08:03,  3.07it/s]
 78%|███████▊  | 5131/6612 [26:30<07:50,  3.15it/s]
 78%|███████▊  | 5132/6612 [26:30<07:39,  3.22it/s]
 78%|███████▊  | 5133/6612 [26:30<07:31,  3.27it/s]
 78%|███████▊  | 5134/6612 [26:31<07:28,  3.30it/s]
 78%|███████▊  | 5135/6612 [26:31<07:23,  3.33it/s]
 78%|███████▊  | 5136/6612 [26:31<07:22,  3.33it/s]
 78%|███████▊  | 5137/6612 [26:31<07:19,  3.36it/s]
 78%|███████▊  | 5138/6612 [26:32<07:18,  3.37it/s]
 78%|███████▊  | 5139/6612 [26:32<07:15,  3.38it/s]
 78%|███████▊  | 5140/6612 [26:32<07:16,  3.37it/s]
 78%|███████▊  | 5141/6612 [26:33<07:14,  3.38it/s]
 78%|███████▊  | 5142/6612 [26:33<07:13,  3.39it/s]
 78%|███████▊  | 5143/6612 [26:33<08:00,  3.06it/s]
 78%|███████▊  | 5144/6612 [26:34<08:06,  3.02it/s]
 78%|███████▊  | 5145/6612 [26:34<07:50,  3.12it/s]
 78%|███████▊  | 5146/6612 [26:34<07:38,  3.20it/s]
 78%|███████▊  | 5147/6612 [26:35<07:27,  3.27it/s]
 78%|███████▊  | 5148/6612 [26:35<07:21,  3.32it/s]
 78%|███████▊  | 5149/6612 [26:35<07:19,  3.33it/s]
 78%|███████▊  | 5150/6612 [26:35<07:16,  3.35it/s]
 78%|███████▊  | 5151/6612 [26:36<07:14,  3.36it/s]
 78%|███████▊  | 5152/6612 [26:36<07:13,  3.37it/s]
 78%|███████▊  | 5153/6612 [26:36<07:12,  3.37it/s]
 78%|███████▊  | 5154/6612 [26:37<07:11,  3.38it/s]
 78%|███████▊  | 5155/6612 [26:37<07:10,  3.38it/s]
 78%|███████▊  | 5156/6612 [26:37<07:09,  3.39it/s]
 78%|███████▊  | 5157/6612 [26:37<07:09,  3.39it/s]
 78%|███████▊  | 5158/6612 [26:38<07:08,  3.39it/s]
 78%|███████▊  | 5159/6612 [26:38<07:38,  3.17it/s]
 78%|███████▊  | 5160/6612 [26:38<07:55,  3.05it/s]
 78%|███████▊  | 5161/6612 [26:39<07:40,  3.15it/s]
 78%|███████▊  | 5162/6612 [26:39<07:30,  3.22it/s]
 78%|███████▊  | 5163/6612 [26:39<07:23,  3.27it/s]
 78%|███████▊  | 5164/6612 [26:40<07:19,  3.30it/s]
 78%|███████▊  | 5165/6612 [26:40<07:14,  3.33it/s]
 78%|███████▊  | 5166/6612 [26:40<07:11,  3.35it/s]
 78%|███████▊  | 5167/6612 [26:41<07:10,  3.36it/s]
 78%|███████▊  | 5168/6612 [26:41<07:07,  3.38it/s]
 78%|███████▊  | 5169/6612 [26:41<07:07,  3.38it/s]
 78%|███████▊  | 5170/6612 [26:41<07:06,  3.38it/s]
 78%|███████▊  | 5171/6612 [26:42<07:05,  3.38it/s]
 78%|███████▊  | 5172/6612 [26:42<07:04,  3.39it/s]
 78%|███████▊  | 5173/6612 [26:42<07:04,  3.39it/s]
 78%|███████▊  | 5174/6612 [26:43<07:04,  3.39it/s]
 78%|███████▊  | 5175/6612 [26:43<07:03,  3.39it/s]
 78%|███████▊  | 5176/6612 [26:43<07:55,  3.02it/s]
 78%|███████▊  | 5177/6612 [26:44<08:03,  2.97it/s]
 78%|███████▊  | 5178/6612 [26:44<07:45,  3.08it/s]
 78%|███████▊  | 5179/6612 [26:44<07:32,  3.17it/s]
 78%|███████▊  | 5180/6612 [26:45<07:23,  3.23it/s]
 78%|███████▊  | 5181/6612 [26:45<07:17,  3.27it/s]
 78%|███████▊  | 5182/6612 [26:45<07:12,  3.31it/s]
 78%|███████▊  | 5183/6612 [26:45<07:08,  3.33it/s]
 78%|███████▊  | 5184/6612 [26:46<07:06,  3.35it/s]
 78%|███████▊  | 5185/6612 [26:46<07:04,  3.36it/s]
 78%|███████▊  | 5186/6612 [26:46<07:03,  3.37it/s]
 78%|███████▊  | 5187/6612 [26:47<07:01,  3.38it/s]
 78%|███████▊  | 5188/6612 [26:47<07:01,  3.38it/s]
 78%|███████▊  | 5189/6612 [26:47<07:00,  3.38it/s]
 78%|███████▊  | 5190/6612 [26:47<06:59,  3.39it/s]
 79%|███████▊  | 5191/6612 [26:48<06:58,  3.39it/s]
 79%|███████▊  | 5192/6612 [26:48<07:39,  3.09it/s]
 79%|███████▊  | 5193/6612 [26:49<07:52,  3.00it/s]
 79%|███████▊  | 5194/6612 [26:49<07:36,  3.11it/s]
 79%|███████▊  | 5195/6612 [26:49<07:23,  3.19it/s]
 79%|███████▊  | 5196/6612 [26:49<07:14,  3.26it/s]
 79%|███████▊  | 5197/6612 [26:50<07:09,  3.29it/s]
 79%|███████▊  | 5198/6612 [26:50<07:06,  3.32it/s]
 79%|███████▊  | 5199/6612 [26:50<07:03,  3.34it/s]
 79%|███████▊  | 5200/6612 [26:51<07:01,  3.35it/s]
                                                   

 79%|███████▊  | 5200/6612 [26:51<07:01,  3.35it/s]
 79%|███████▊  | 5201/6612 [26:51<07:07,  3.30it/s]
 79%|███████▊  | 5202/6612 [26:51<07:03,  3.33it/s]
 79%|███████▊  | 5203/6612 [26:52<07:01,  3.35it/s]
 79%|███████▊  | 5204/6612 [26:52<06:58,  3.36it/s]
 79%|███████▊  | 5205/6612 [26:52<06:57,  3.37it/s]
 79%|███████▊  | 5206/6612 [26:52<06:56,  3.37it/s]
 79%|███████▉  | 5207/6612 [26:53<06:55,  3.38it/s]
 79%|███████▉  | 5208/6612 [26:53<06:55,  3.38it/s]
 79%|███████▉  | 5209/6612 [26:53<07:52,  2.97it/s]
 79%|███████▉  | 5210/6612 [26:54<07:47,  3.00it/s]
 79%|███████▉  | 5211/6612 [26:54<07:31,  3.10it/s]
 79%|███████▉  | 5212/6612 [26:54<07:19,  3.19it/s]
 79%|███████▉  | 5213/6612 [26:55<07:11,  3.24it/s]
 79%|███████▉  | 5214/6612 [26:55<07:04,  3.29it/s]
 79%|███████▉  | 5215/6612 [26:55<07:00,  3.32it/s]
 79%|███████▉  | 5216/6612 [26:56<06:57,  3.34it/s]
 79%|███████▉  | 5217/6612 [26:56<06:54,  3.36it/s]
 79%|███████▉  | 5218/6612 [26:56<06:54,  3.36it/s]
 79%|███████▉  | 5219/6612 [26:56<06:53,  3.37it/s]
 79%|███████▉  | 5220/6612 [26:57<06:52,  3.38it/s]
 79%|███████▉  | 5221/6612 [26:57<06:51,  3.38it/s]
 79%|███████▉  | 5222/6612 [26:57<06:50,  3.38it/s]
 79%|███████▉  | 5223/6612 [26:58<06:50,  3.38it/s]
 79%|███████▉  | 5224/6612 [26:58<06:49,  3.39it/s]
 79%|███████▉  | 5225/6612 [26:58<07:36,  3.04it/s]
 79%|███████▉  | 5226/6612 [26:59<07:39,  3.02it/s]
 79%|███████▉  | 5227/6612 [26:59<07:23,  3.12it/s]
 79%|███████▉  | 5228/6612 [26:59<07:13,  3.19it/s]
 79%|███████▉  | 5229/6612 [26:59<07:04,  3.25it/s]
 79%|███████▉  | 5230/6612 [27:00<06:59,  3.30it/s]
 79%|███████▉  | 5231/6612 [27:00<06:56,  3.32it/s]
 79%|███████▉  | 5232/6612 [27:00<06:53,  3.34it/s]
 79%|███████▉  | 5233/6612 [27:01<06:50,  3.36it/s]
 79%|███████▉  | 5234/6612 [27:01<06:47,  3.38it/s]
 79%|███████▉  | 5235/6612 [27:01<06:46,  3.39it/s]
 79%|███████▉  | 5236/6612 [27:02<06:46,  3.39it/s]
 79%|███████▉  | 5237/6612 [27:02<06:45,  3.39it/s]
 79%|███████▉  | 5238/6612 [27:02<06:45,  3.39it/s]
 79%|███████▉  | 5239/6612 [27:02<06:44,  3.39it/s]
 79%|███████▉  | 5240/6612 [27:03<06:44,  3.39it/s]
 79%|███████▉  | 5241/6612 [27:03<06:44,  3.39it/s]
 79%|███████▉  | 5242/6612 [27:03<06:43,  3.39it/s]
 79%|███████▉  | 5243/6612 [27:04<06:43,  3.39it/s]
 79%|███████▉  | 5244/6612 [27:04<06:43,  3.39it/s]
 79%|███████▉  | 5245/6612 [27:04<06:41,  3.40it/s]
 79%|███████▉  | 5246/6612 [27:04<06:41,  3.40it/s]
 79%|███████▉  | 5247/6612 [27:05<06:40,  3.40it/s]
 79%|███████▉  | 5248/6612 [27:05<06:40,  3.41it/s]
 79%|███████▉  | 5249/6612 [27:05<06:41,  3.40it/s]
 79%|███████▉  | 5250/6612 [27:06<06:41,  3.39it/s]
 79%|███████▉  | 5251/6612 [27:06<06:41,  3.39it/s]
 79%|███████▉  | 5252/6612 [27:06<06:40,  3.39it/s]
 79%|███████▉  | 5253/6612 [27:07<06:40,  3.39it/s]
 79%|███████▉  | 5254/6612 [27:07<06:39,  3.40it/s]
 79%|███████▉  | 5255/6612 [27:07<06:39,  3.40it/s]
 79%|███████▉  | 5256/6612 [27:07<06:39,  3.39it/s]
 80%|███████▉  | 5257/6612 [27:08<06:39,  3.39it/s]
 80%|███████▉  | 5258/6612 [27:08<06:38,  3.40it/s]
 80%|███████▉  | 5259/6612 [27:08<06:39,  3.39it/s]
 80%|███████▉  | 5260/6612 [27:09<06:39,  3.39it/s]
 80%|███████▉  | 5261/6612 [27:09<06:39,  3.38it/s]
 80%|███████▉  | 5262/6612 [27:09<06:38,  3.38it/s]
 80%|███████▉  | 5263/6612 [27:10<06:38,  3.39it/s]
 80%|███████▉  | 5264/6612 [27:10<06:38,  3.38it/s]
 80%|███████▉  | 5265/6612 [27:10<06:37,  3.39it/s]
 80%|███████▉  | 5266/6612 [27:10<06:37,  3.39it/s]
 80%|███████▉  | 5267/6612 [27:11<06:36,  3.39it/s]
 80%|███████▉  | 5268/6612 [27:11<06:36,  3.39it/s]
 80%|███████▉  | 5269/6612 [27:11<06:36,  3.39it/s]
 80%|███████▉  | 5270/6612 [27:12<06:36,  3.39it/s]
 80%|███████▉  | 5271/6612 [27:12<06:35,  3.39it/s]
 80%|███████▉  | 5272/6612 [27:12<06:34,  3.40it/s]
 80%|███████▉  | 5273/6612 [27:12<06:34,  3.39it/s]
 80%|███████▉  | 5274/6612 [27:13<06:33,  3.40it/s]
 80%|███████▉  | 5275/6612 [27:13<06:33,  3.40it/s]
 80%|███████▉  | 5276/6612 [27:13<06:33,  3.40it/s]
 80%|███████▉  | 5277/6612 [27:14<06:32,  3.40it/s]
 80%|███████▉  | 5278/6612 [27:14<06:32,  3.40it/s]
 80%|███████▉  | 5279/6612 [27:14<06:32,  3.39it/s]
 80%|███████▉  | 5280/6612 [27:15<06:32,  3.39it/s]
 80%|███████▉  | 5281/6612 [27:15<06:31,  3.40it/s]
 80%|███████▉  | 5282/6612 [27:15<06:31,  3.40it/s]
 80%|███████▉  | 5283/6612 [27:15<06:31,  3.40it/s]
 80%|███████▉  | 5284/6612 [27:16<06:30,  3.40it/s]
 80%|███████▉  | 5285/6612 [27:16<06:30,  3.40it/s]
 80%|███████▉  | 5286/6612 [27:16<06:30,  3.40it/s]
 80%|███████▉  | 5287/6612 [27:17<06:30,  3.40it/s]
 80%|███████▉  | 5288/6612 [27:17<06:29,  3.40it/s]
 80%|███████▉  | 5289/6612 [27:17<06:29,  3.40it/s]
 80%|████████  | 5290/6612 [27:17<06:29,  3.40it/s]
 80%|████████  | 5291/6612 [27:18<06:29,  3.39it/s]
 80%|████████  | 5292/6612 [27:18<06:29,  3.39it/s]
 80%|████████  | 5293/6612 [27:18<06:29,  3.39it/s]
 80%|████████  | 5294/6612 [27:19<06:29,  3.39it/s]
 80%|████████  | 5295/6612 [27:19<06:28,  3.39it/s]
 80%|████████  | 5296/6612 [27:19<06:28,  3.39it/s]
 80%|████████  | 5297/6612 [27:20<06:28,  3.39it/s]
 80%|████████  | 5298/6612 [27:20<06:27,  3.39it/s]
 80%|████████  | 5299/6612 [27:20<06:27,  3.39it/s]
 80%|████████  | 5300/6612 [27:20<06:26,  3.40it/s]
                                                   

 80%|████████  | 5300/6612 [27:20<06:26,  3.40it/s]
 80%|████████  | 5301/6612 [27:21<06:32,  3.34it/s]
 80%|████████  | 5302/6612 [27:21<06:30,  3.36it/s]
 80%|████████  | 5303/6612 [27:21<06:28,  3.37it/s]
 80%|████████  | 5304/6612 [27:22<06:27,  3.38it/s]
 80%|████████  | 5305/6612 [27:22<06:27,  3.38it/s]
 80%|████████  | 5306/6612 [27:22<06:26,  3.38it/s]
 80%|████████  | 5307/6612 [27:22<06:25,  3.39it/s]
 80%|████████  | 5308/6612 [27:23<06:24,  3.39it/s]
 80%|████████  | 5309/6612 [27:23<06:23,  3.39it/s]
 80%|████████  | 5310/6612 [27:23<06:23,  3.39it/s]
 80%|████████  | 5311/6612 [27:24<06:23,  3.40it/s]
 80%|████████  | 5312/6612 [27:24<06:22,  3.40it/s]
 80%|████████  | 5313/6612 [27:24<06:22,  3.40it/s]
 80%|████████  | 5314/6612 [27:25<06:21,  3.40it/s]
 80%|████████  | 5315/6612 [27:25<06:21,  3.40it/s]
 80%|████████  | 5316/6612 [27:25<06:21,  3.40it/s]
 80%|████████  | 5317/6612 [27:25<06:21,  3.39it/s]
 80%|████████  | 5318/6612 [27:26<06:20,  3.40it/s]
 80%|████████  | 5319/6612 [27:26<06:20,  3.40it/s]
 80%|████████  | 5320/6612 [27:26<06:20,  3.39it/s]
 80%|████████  | 5321/6612 [27:27<06:20,  3.40it/s]
 80%|████████  | 5322/6612 [27:27<06:19,  3.40it/s]
 81%|████████  | 5323/6612 [27:27<06:19,  3.40it/s]
 81%|████████  | 5324/6612 [27:27<06:19,  3.40it/s]
 81%|████████  | 5325/6612 [27:28<06:19,  3.40it/s]
 81%|████████  | 5326/6612 [27:28<06:18,  3.40it/s]
 81%|████████  | 5327/6612 [27:28<06:18,  3.40it/s]
 81%|████████  | 5328/6612 [27:29<06:18,  3.40it/s]
 81%|████████  | 5329/6612 [27:29<06:16,  3.41it/s]
 81%|████████  | 5330/6612 [27:29<06:16,  3.40it/s]
 81%|████████  | 5331/6612 [27:30<06:16,  3.40it/s]
 81%|████████  | 5332/6612 [27:30<06:16,  3.40it/s]
 81%|████████  | 5333/6612 [27:30<06:16,  3.40it/s]
 81%|████████  | 5334/6612 [27:30<06:16,  3.40it/s]
 81%|████████  | 5335/6612 [27:31<06:17,  3.38it/s]
 81%|████████  | 5336/6612 [27:31<06:17,  3.38it/s]
 81%|████████  | 5337/6612 [27:31<06:16,  3.38it/s]
 81%|████████  | 5338/6612 [27:32<06:15,  3.39it/s]
 81%|████████  | 5339/6612 [27:32<06:15,  3.39it/s]
 81%|████████  | 5340/6612 [27:32<06:15,  3.39it/s]
 81%|████████  | 5341/6612 [27:33<06:14,  3.39it/s]
 81%|████████  | 5342/6612 [27:33<06:14,  3.39it/s]
 81%|████████  | 5343/6612 [27:33<06:13,  3.39it/s]
 81%|████████  | 5344/6612 [27:33<06:12,  3.41it/s]
 81%|████████  | 5345/6612 [27:34<06:13,  3.39it/s]
 81%|████████  | 5346/6612 [27:34<06:13,  3.39it/s]
 81%|████████  | 5347/6612 [27:34<06:12,  3.39it/s]
 81%|████████  | 5348/6612 [27:35<06:11,  3.40it/s]
 81%|████████  | 5349/6612 [27:35<06:12,  3.39it/s]
 81%|████████  | 5350/6612 [27:35<06:12,  3.38it/s]
 81%|████████  | 5351/6612 [27:35<06:12,  3.39it/s]
 81%|████████  | 5352/6612 [27:36<06:11,  3.39it/s]
 81%|████████  | 5353/6612 [27:36<06:11,  3.39it/s]
 81%|████████  | 5354/6612 [27:36<06:10,  3.39it/s]
 81%|████████  | 5355/6612 [27:37<06:10,  3.39it/s]
 81%|████████  | 5356/6612 [27:37<06:10,  3.39it/s]
 81%|████████  | 5357/6612 [27:37<06:08,  3.40it/s]
 81%|████████  | 5358/6612 [27:38<06:08,  3.40it/s]
 81%|████████  | 5359/6612 [27:38<06:08,  3.40it/s]
 81%|████████  | 5360/6612 [27:38<06:08,  3.40it/s]
 81%|████████  | 5361/6612 [27:38<06:08,  3.40it/s]
 81%|████████  | 5362/6612 [27:39<06:08,  3.39it/s]
 81%|████████  | 5363/6612 [27:39<06:08,  3.39it/s]
 81%|████████  | 5364/6612 [27:39<06:07,  3.39it/s]
 81%|████████  | 5365/6612 [27:40<06:07,  3.40it/s]
 81%|████████  | 5366/6612 [27:40<06:07,  3.39it/s]
 81%|████████  | 5367/6612 [27:40<06:06,  3.40it/s]
 81%|████████  | 5368/6612 [27:40<06:07,  3.39it/s]
 81%|████████  | 5369/6612 [27:41<06:06,  3.39it/s]
 81%|████████  | 5370/6612 [27:41<06:06,  3.39it/s]
 81%|████████  | 5371/6612 [27:41<06:06,  3.39it/s]
 81%|████████  | 5372/6612 [27:42<06:06,  3.39it/s]
 81%|████████▏ | 5373/6612 [27:42<06:06,  3.38it/s]
 81%|████████▏ | 5374/6612 [27:42<06:05,  3.39it/s]
 81%|████████▏ | 5375/6612 [27:43<06:04,  3.39it/s]
 81%|████████▏ | 5376/6612 [27:43<06:03,  3.40it/s]
 81%|████████▏ | 5377/6612 [27:43<06:03,  3.40it/s]
 81%|████████▏ | 5378/6612 [27:43<06:03,  3.39it/s]
 81%|████████▏ | 5379/6612 [27:44<06:03,  3.39it/s]
 81%|████████▏ | 5380/6612 [27:44<06:02,  3.39it/s]
 81%|████████▏ | 5381/6612 [27:44<06:02,  3.40it/s]
 81%|████████▏ | 5382/6612 [27:45<06:02,  3.40it/s]
 81%|████████▏ | 5383/6612 [27:45<06:01,  3.40it/s]
 81%|████████▏ | 5384/6612 [27:45<06:01,  3.39it/s]
 81%|████████▏ | 5385/6612 [27:45<06:01,  3.40it/s]
 81%|████████▏ | 5386/6612 [27:46<06:00,  3.40it/s]
 81%|████████▏ | 5387/6612 [27:46<06:01,  3.39it/s]
 81%|████████▏ | 5388/6612 [27:46<06:01,  3.39it/s]
 82%|████████▏ | 5389/6612 [27:47<06:00,  3.39it/s]
 82%|████████▏ | 5390/6612 [27:47<05:59,  3.40it/s]
 82%|████████▏ | 5391/6612 [27:47<06:00,  3.39it/s]
 82%|████████▏ | 5392/6612 [27:48<06:00,  3.38it/s]
 82%|████████▏ | 5393/6612 [27:48<06:00,  3.38it/s]
 82%|████████▏ | 5394/6612 [27:48<05:58,  3.39it/s]
 82%|████████▏ | 5395/6612 [27:48<05:58,  3.40it/s]
 82%|████████▏ | 5396/6612 [27:49<05:58,  3.39it/s]
 82%|████████▏ | 5397/6612 [27:49<05:58,  3.39it/s]
 82%|████████▏ | 5398/6612 [27:49<05:58,  3.39it/s]
 82%|████████▏ | 5399/6612 [27:50<05:57,  3.39it/s]
 82%|████████▏ | 5400/6612 [27:50<05:58,  3.38it/s]
                                                   

 82%|████████▏ | 5400/6612 [27:50<05:58,  3.38it/s]
 82%|████████▏ | 5401/6612 [27:50<06:04,  3.32it/s]
 82%|████████▏ | 5402/6612 [27:51<06:01,  3.34it/s]
 82%|████████▏ | 5403/6612 [27:51<05:59,  3.36it/s]
 82%|████████▏ | 5404/6612 [27:51<05:59,  3.36it/s]
 82%|████████▏ | 5405/6612 [27:51<05:58,  3.37it/s]
 82%|████████▏ | 5406/6612 [27:52<05:57,  3.38it/s]
 82%|████████▏ | 5407/6612 [27:52<05:55,  3.39it/s]
 82%|████████▏ | 5408/6612 [27:52<05:54,  3.39it/s]
 82%|████████▏ | 5409/6612 [27:53<05:55,  3.39it/s]
 82%|████████▏ | 5410/6612 [27:53<05:54,  3.39it/s]
 82%|████████▏ | 5411/6612 [27:53<05:54,  3.39it/s]
 82%|████████▏ | 5412/6612 [27:53<05:53,  3.40it/s]
 82%|████████▏ | 5413/6612 [27:54<05:53,  3.39it/s]
 82%|████████▏ | 5414/6612 [27:54<05:53,  3.39it/s]
 82%|████████▏ | 5415/6612 [27:54<05:53,  3.39it/s]
 82%|████████▏ | 5416/6612 [27:55<05:52,  3.39it/s]
 82%|████████▏ | 5417/6612 [27:55<05:52,  3.39it/s]
 82%|████████▏ | 5418/6612 [27:55<05:51,  3.39it/s]
 82%|████████▏ | 5419/6612 [27:56<05:51,  3.39it/s]
 82%|████████▏ | 5420/6612 [27:56<05:51,  3.39it/s]
 82%|████████▏ | 5421/6612 [27:56<05:50,  3.40it/s]
 82%|████████▏ | 5422/6612 [27:56<05:49,  3.41it/s]
 82%|████████▏ | 5423/6612 [27:57<05:48,  3.41it/s]
 82%|████████▏ | 5424/6612 [27:57<05:49,  3.40it/s]
 82%|████████▏ | 5425/6612 [27:57<05:49,  3.40it/s]
 82%|████████▏ | 5426/6612 [27:58<05:50,  3.38it/s]
 82%|████████▏ | 5427/6612 [27:58<05:49,  3.39it/s]
 82%|████████▏ | 5428/6612 [27:58<05:50,  3.38it/s]
 82%|████████▏ | 5429/6612 [27:58<05:49,  3.39it/s]
 82%|████████▏ | 5430/6612 [27:59<05:48,  3.39it/s]
 82%|████████▏ | 5431/6612 [27:59<05:48,  3.39it/s]
 82%|████████▏ | 5432/6612 [27:59<05:47,  3.39it/s]
 82%|████████▏ | 5433/6612 [28:00<05:48,  3.39it/s]
 82%|████████▏ | 5434/6612 [28:00<05:47,  3.39it/s]
 82%|████████▏ | 5435/6612 [28:00<05:46,  3.39it/s]
 82%|████████▏ | 5436/6612 [28:01<05:46,  3.40it/s]
 82%|████████▏ | 5437/6612 [28:01<05:46,  3.39it/s]
 82%|████████▏ | 5438/6612 [28:01<05:46,  3.39it/s]
 82%|████████▏ | 5439/6612 [28:01<05:46,  3.38it/s]
 82%|████████▏ | 5440/6612 [28:02<05:46,  3.39it/s]
 82%|████████▏ | 5441/6612 [28:02<05:45,  3.39it/s]
 82%|████████▏ | 5442/6612 [28:02<05:45,  3.38it/s]
 82%|████████▏ | 5443/6612 [28:03<05:45,  3.39it/s]
 82%|████████▏ | 5444/6612 [28:03<05:45,  3.39it/s]
 82%|████████▏ | 5445/6612 [28:03<05:44,  3.39it/s]
 82%|████████▏ | 5446/6612 [28:03<05:44,  3.38it/s]
 82%|████████▏ | 5447/6612 [28:04<05:44,  3.38it/s]
 82%|████████▏ | 5448/6612 [28:04<05:43,  3.39it/s]
 82%|████████▏ | 5449/6612 [28:04<05:42,  3.39it/s]
 82%|████████▏ | 5450/6612 [28:05<05:40,  3.41it/s]
 82%|████████▏ | 5451/6612 [28:05<05:41,  3.40it/s]
 82%|████████▏ | 5452/6612 [28:05<05:41,  3.40it/s]
 82%|████████▏ | 5453/6612 [28:06<05:41,  3.40it/s]
 82%|████████▏ | 5454/6612 [28:06<05:41,  3.39it/s]
 83%|████████▎ | 5455/6612 [28:06<05:41,  3.39it/s]
 83%|████████▎ | 5456/6612 [28:06<05:41,  3.38it/s]
 83%|████████▎ | 5457/6612 [28:07<05:40,  3.39it/s]
 83%|████████▎ | 5458/6612 [28:07<05:40,  3.39it/s]
 83%|████████▎ | 5459/6612 [28:07<05:39,  3.39it/s]
 83%|████████▎ | 5460/6612 [28:08<05:39,  3.40it/s]
 83%|████████▎ | 5461/6612 [28:08<05:39,  3.39it/s]
 83%|████████▎ | 5462/6612 [28:08<05:38,  3.40it/s]
 83%|████████▎ | 5463/6612 [28:08<05:37,  3.41it/s]
 83%|████████▎ | 5464/6612 [28:09<05:37,  3.40it/s]
 83%|████████▎ | 5465/6612 [28:09<05:38,  3.39it/s]
 83%|████████▎ | 5466/6612 [28:09<05:37,  3.39it/s]
 83%|████████▎ | 5467/6612 [28:10<05:37,  3.39it/s]
 83%|████████▎ | 5468/6612 [28:10<05:37,  3.39it/s]
 83%|████████▎ | 5469/6612 [28:10<05:36,  3.40it/s]
 83%|████████▎ | 5470/6612 [28:11<05:37,  3.39it/s]
 83%|████████▎ | 5471/6612 [28:11<05:36,  3.39it/s]
 83%|████████▎ | 5472/6612 [28:11<05:35,  3.39it/s]
 83%|████████▎ | 5473/6612 [28:11<05:35,  3.39it/s]
 83%|████████▎ | 5474/6612 [28:12<05:35,  3.39it/s]
 83%|████████▎ | 5475/6612 [28:12<05:36,  3.38it/s]
 83%|████████▎ | 5476/6612 [28:12<05:35,  3.39it/s]
 83%|████████▎ | 5477/6612 [28:13<05:34,  3.39it/s]
 83%|████████▎ | 5478/6612 [28:13<05:34,  3.39it/s]
 83%|████████▎ | 5479/6612 [28:13<05:34,  3.39it/s]
 83%|████████▎ | 5480/6612 [28:13<05:33,  3.39it/s]
 83%|████████▎ | 5481/6612 [28:14<05:33,  3.39it/s]
 83%|████████▎ | 5482/6612 [28:14<05:33,  3.39it/s]
 83%|████████▎ | 5483/6612 [28:14<05:32,  3.40it/s]
 83%|████████▎ | 5484/6612 [28:15<05:32,  3.39it/s]
 83%|████████▎ | 5485/6612 [28:15<05:32,  3.39it/s]
 83%|████████▎ | 5486/6612 [28:15<05:31,  3.39it/s]
 83%|████████▎ | 5487/6612 [28:16<05:31,  3.39it/s]
 83%|████████▎ | 5488/6612 [28:16<05:31,  3.39it/s]
 83%|████████▎ | 5489/6612 [28:16<05:31,  3.39it/s]
 83%|████████▎ | 5490/6612 [28:16<05:30,  3.39it/s]
 83%|████████▎ | 5491/6612 [28:17<05:30,  3.39it/s]
 83%|████████▎ | 5492/6612 [28:17<05:30,  3.39it/s]
 83%|████████▎ | 5493/6612 [28:17<05:29,  3.39it/s]
 83%|████████▎ | 5494/6612 [28:18<05:29,  3.39it/s]
 83%|████████▎ | 5495/6612 [28:18<05:29,  3.39it/s]
 83%|████████▎ | 5496/6612 [28:18<05:28,  3.39it/s]
 83%|████████▎ | 5497/6612 [28:19<05:28,  3.40it/s]
 83%|████████▎ | 5498/6612 [28:19<05:28,  3.39it/s]
 83%|████████▎ | 5499/6612 [28:19<05:28,  3.39it/s]
 83%|████████▎ | 5500/6612 [28:19<05:27,  3.39it/s]
                                                   

 83%|████████▎ | 5500/6612 [28:19<05:27,  3.39it/s]
 83%|████████▎ | 5501/6612 [28:20<05:34,  3.32it/s]
 83%|████████▎ | 5502/6612 [28:20<05:32,  3.34it/s]
 83%|████████▎ | 5503/6612 [28:20<05:30,  3.36it/s]
 83%|████████▎ | 5504/6612 [28:21<05:27,  3.39it/s]
 83%|████████▎ | 5505/6612 [28:21<05:26,  3.39it/s]
 83%|████████▎ | 5506/6612 [28:21<05:26,  3.39it/s]
 83%|████████▎ | 5507/6612 [28:21<05:26,  3.39it/s]
 83%|████████▎ | 5508/6612 [28:22<05:25,  3.39it/s]
 83%|████████▎ | 5509/6612 [28:22<05:25,  3.39it/s]
 83%|████████▎ | 5510/6612 [28:22<04:51,  3.78it/s]{'eval_avg_acc': 0.6491317671092952, 'eval_avg_precision': 0.6311396377015245, 'eval_avg_recall': 0.6491317671092952, 'eval_avg_f1': 0.6318813687020856, 'eval_main_acc': 0.6945863125638406, 'eval_main_precision': 0.6877063795023054, 'eval_main_recall': 0.6945863125638406, 'eval_main_f1': 0.683812534928775, 'eval_sub_acc': 0.5720122574055159, 'eval_sub_precision': 0.5792922686382997, 'eval_sub_recall': 0.5720122574055159, 'eval_sub_f1': 0.5637632414701765, 'eval_interv_acc': 0.6741573033707865, 'eval_interv_precision': 0.6466657452723285, 'eval_interv_recall': 0.6741573033707865, 'eval_interv_f1': 0.6571720462573776, 'eval_priority_acc': 0.6557711950970377, 'eval_priority_precision': 0.6108941573931642, 'eval_priority_recall': 0.6557711950970377, 'eval_priority_f1': 0.6227776521520131, 'eval_runtime': 5.4683, 'eval_samples_per_second': 179.031, 'eval_steps_per_second': 11.338, 'epoch': 9.0}
{'loss': 2.4967, 'grad_norm': 32.6068115234375, 'learning_rate': 4.879007864488808e-06, 'epoch': 9.07}
{'loss': 2.5201, 'grad_norm': 22.599031448364258, 'learning_rate': 4.576527525710829e-06, 'epoch': 9.26}
{'loss': 2.4313, 'grad_norm': 23.086959838867188, 'learning_rate': 4.27404718693285e-06, 'epoch': 9.44}
{'loss': 2.4245, 'grad_norm': 15.089214324951172, 'learning_rate': 3.97156684815487e-06, 'epoch': 9.62}
{'loss': 2.3948, 'grad_norm': 28.25079345703125, 'learning_rate': 3.6690865093768905e-06, 'epoch': 9.8}
{'loss': 2.3988, 'grad_norm': 19.98614501953125, 'learning_rate': 3.366606170598911e-06, 'epoch': 9.98}


  0%|          | 0/62 [00:00<?, ?it/s]

  5%|▍         | 3/62 [00:00<00:03, 17.51it/s]

  8%|▊         | 5/62 [00:00<00:04, 14.07it/s]

 11%|█▏        | 7/62 [00:00<00:04, 12.96it/s]

 15%|█▍        | 9/62 [00:00<00:04, 12.44it/s]

 18%|█▊        | 11/62 [00:00<00:04, 12.12it/s]

 21%|██        | 13/62 [00:01<00:04, 11.89it/s]

 24%|██▍       | 15/62 [00:01<00:03, 11.80it/s]

 27%|██▋       | 17/62 [00:01<00:03, 11.75it/s]

 31%|███       | 19/62 [00:01<00:03, 11.71it/s]

 34%|███▍      | 21/62 [00:01<00:03, 11.68it/s]

 37%|███▋      | 23/62 [00:01<00:03, 11.66it/s]

 40%|████      | 25/62 [00:02<00:03, 11.65it/s]

 44%|████▎     | 27/62 [00:02<00:03, 11.64it/s]

 47%|████▋     | 29/62 [00:02<00:02, 11.63it/s]

 50%|█████     | 31/62 [00:02<00:02, 11.62it/s]

 53%|█████▎    | 33/62 [00:02<00:02, 11.62it/s]

 56%|█████▋    | 35/62 [00:02<00:02, 11.62it/s]

 60%|█████▉    | 37/62 [00:03<00:02, 11.62it/s]

 63%|██████▎   | 39/62 [00:03<00:01, 11.62it/s]

 66%|██████▌   | 41/62 [00:03<00:01, 11.62it/s]

 69%|██████▉   | 43/62 [00:03<00:01, 11.62it/s]

 73%|███████▎  | 45/62 [00:03<00:01, 11.61it/s]

 76%|███████▌  | 47/62 [00:03<00:01, 11.60it/s]

 79%|███████▉  | 49/62 [00:04<00:01, 11.60it/s]

 82%|████████▏ | 51/62 [00:04<00:00, 11.61it/s]

 85%|████████▌ | 53/62 [00:04<00:00, 11.62it/s]

 89%|████████▊ | 55/62 [00:04<00:00, 11.62it/s]

 92%|█████████▏| 57/62 [00:04<00:00, 11.61it/s]

 95%|█████████▌| 59/62 [00:04<00:00, 11.60it/s]

 98%|█████████▊| 61/62 [00:05<00:00, 11.61it/s]
                                                   

                                               

 83%|████████▎ | 5510/6612 [28:28<04:51,  3.78it/s]

100%|██████████| 62/62 [00:05<00:00, 11.61it/s]

                                               
 83%|████████▎ | 5511/6612 [28:28<37:07,  2.02s/it]
 83%|████████▎ | 5512/6612 [28:29<27:35,  1.50s/it]
 83%|████████▎ | 5513/6612 [28:29<20:54,  1.14s/it]
 83%|████████▎ | 5514/6612 [28:29<16:14,  1.13it/s]
 83%|████████▎ | 5515/6612 [28:30<12:57,  1.41it/s]
 83%|████████▎ | 5516/6612 [28:30<10:41,  1.71it/s]
 83%|████████▎ | 5517/6612 [28:30<09:05,  2.01it/s]
 83%|████████▎ | 5518/6612 [28:30<07:57,  2.29it/s]
 83%|████████▎ | 5519/6612 [28:31<07:10,  2.54it/s]
 83%|████████▎ | 5520/6612 [28:31<06:37,  2.75it/s]
 83%|████████▎ | 5521/6612 [28:31<06:15,  2.91it/s]
 84%|████████▎ | 5522/6612 [28:32<05:58,  3.04it/s]
 84%|████████▎ | 5523/6612 [28:32<05:47,  3.14it/s]
 84%|████████▎ | 5524/6612 [28:32<05:38,  3.21it/s]
 84%|████████▎ | 5525/6612 [28:33<05:33,  3.26it/s]
 84%|████████▎ | 5526/6612 [28:33<05:29,  3.30it/s]
 84%|████████▎ | 5527/6612 [28:33<05:26,  3.33it/s]
 84%|████████▎ | 5528/6612 [28:33<05:23,  3.35it/s]
 84%|████████▎ | 5529/6612 [28:34<05:22,  3.36it/s]
 84%|████████▎ | 5530/6612 [28:34<05:21,  3.37it/s]
 84%|████████▎ | 5531/6612 [28:34<05:20,  3.37it/s]
 84%|████████▎ | 5532/6612 [28:35<05:19,  3.38it/s]
 84%|████████▎ | 5533/6612 [28:35<05:18,  3.39it/s]
 84%|████████▎ | 5534/6612 [28:35<05:17,  3.39it/s]
 84%|████████▎ | 5535/6612 [28:36<05:54,  3.04it/s]
 84%|████████▎ | 5536/6612 [28:36<05:57,  3.01it/s]
 84%|████████▎ | 5537/6612 [28:36<05:45,  3.12it/s]
 84%|████████▍ | 5538/6612 [28:36<05:36,  3.19it/s]
 84%|████████▍ | 5539/6612 [28:37<05:30,  3.25it/s]
 84%|████████▍ | 5540/6612 [28:37<05:25,  3.29it/s]
 84%|████████▍ | 5541/6612 [28:37<05:22,  3.32it/s]
 84%|████████▍ | 5542/6612 [28:38<05:19,  3.34it/s]
 84%|████████▍ | 5543/6612 [28:38<05:18,  3.36it/s]
 84%|████████▍ | 5544/6612 [28:38<05:16,  3.37it/s]
 84%|████████▍ | 5545/6612 [28:39<05:16,  3.38it/s]
 84%|████████▍ | 5546/6612 [28:39<05:15,  3.38it/s]
 84%|████████▍ | 5547/6612 [28:39<05:14,  3.38it/s]
 84%|████████▍ | 5548/6612 [28:39<05:15,  3.37it/s]
 84%|████████▍ | 5549/6612 [28:40<05:13,  3.39it/s]
 84%|████████▍ | 5550/6612 [28:40<05:13,  3.39it/s]
 84%|████████▍ | 5551/6612 [28:40<05:33,  3.18it/s]
 84%|████████▍ | 5552/6612 [28:41<05:55,  2.98it/s]
 84%|████████▍ | 5553/6612 [28:41<05:42,  3.10it/s]
 84%|████████▍ | 5554/6612 [28:41<05:33,  3.18it/s]
 84%|████████▍ | 5555/6612 [28:42<05:26,  3.24it/s]
 84%|████████▍ | 5556/6612 [28:42<05:22,  3.27it/s]
 84%|████████▍ | 5557/6612 [28:42<05:19,  3.30it/s]
 84%|████████▍ | 5558/6612 [28:43<05:16,  3.33it/s]
 84%|████████▍ | 5559/6612 [28:43<05:14,  3.35it/s]
 84%|████████▍ | 5560/6612 [28:43<05:12,  3.36it/s]
 84%|████████▍ | 5561/6612 [28:43<05:11,  3.37it/s]
 84%|████████▍ | 5562/6612 [28:44<05:10,  3.38it/s]
 84%|████████▍ | 5563/6612 [28:44<05:09,  3.39it/s]
 84%|████████▍ | 5564/6612 [28:44<05:09,  3.39it/s]
 84%|████████▍ | 5565/6612 [28:45<05:09,  3.39it/s]
 84%|████████▍ | 5566/6612 [28:45<05:09,  3.38it/s]
 84%|████████▍ | 5567/6612 [28:45<05:08,  3.38it/s]
 84%|████████▍ | 5568/6612 [28:46<05:47,  3.00it/s]
 84%|████████▍ | 5569/6612 [28:46<05:38,  3.08it/s]
 84%|████████▍ | 5570/6612 [28:46<05:28,  3.17it/s]
 84%|████████▍ | 5571/6612 [28:47<05:22,  3.23it/s]
 84%|████████▍ | 5572/6612 [28:47<05:17,  3.28it/s]
 84%|████████▍ | 5573/6612 [28:47<05:13,  3.31it/s]
 84%|████████▍ | 5574/6612 [28:47<05:11,  3.34it/s]
 84%|████████▍ | 5575/6612 [28:48<05:10,  3.34it/s]
 84%|████████▍ | 5576/6612 [28:48<05:09,  3.35it/s]
 84%|████████▍ | 5577/6612 [28:48<05:07,  3.37it/s]
 84%|████████▍ | 5578/6612 [28:49<05:06,  3.37it/s]
 84%|████████▍ | 5579/6612 [28:49<05:05,  3.38it/s]
 84%|████████▍ | 5580/6612 [28:49<05:04,  3.38it/s]
 84%|████████▍ | 5581/6612 [28:49<05:04,  3.39it/s]
 84%|████████▍ | 5582/6612 [28:50<05:03,  3.39it/s]
 84%|████████▍ | 5583/6612 [28:50<05:03,  3.39it/s]
 84%|████████▍ | 5584/6612 [28:50<05:31,  3.10it/s]
 84%|████████▍ | 5585/6612 [28:51<05:45,  2.97it/s]
 84%|████████▍ | 5586/6612 [28:51<05:34,  3.07it/s]
 84%|████████▍ | 5587/6612 [28:51<05:24,  3.16it/s]
 85%|████████▍ | 5588/6612 [28:52<05:17,  3.22it/s]
 85%|████████▍ | 5589/6612 [28:52<05:11,  3.28it/s]
 85%|████████▍ | 5590/6612 [28:52<05:07,  3.32it/s]
 85%|████████▍ | 5591/6612 [28:53<05:05,  3.34it/s]
 85%|████████▍ | 5592/6612 [28:53<05:05,  3.34it/s]
 85%|████████▍ | 5593/6612 [28:53<05:03,  3.36it/s]
 85%|████████▍ | 5594/6612 [28:53<05:02,  3.37it/s]
 85%|████████▍ | 5595/6612 [28:54<05:00,  3.38it/s]
 85%|████████▍ | 5596/6612 [28:54<05:00,  3.38it/s]
 85%|████████▍ | 5597/6612 [28:54<04:59,  3.39it/s]
 85%|████████▍ | 5598/6612 [28:55<04:59,  3.39it/s]
 85%|████████▍ | 5599/6612 [28:55<04:58,  3.39it/s]
 85%|████████▍ | 5600/6612 [28:55<04:58,  3.39it/s]
                                                   

 85%|████████▍ | 5600/6612 [28:55<04:58,  3.39it/s]
 85%|████████▍ | 5601/6612 [28:56<05:31,  3.05it/s]
 85%|████████▍ | 5602/6612 [28:56<05:21,  3.15it/s]
 85%|████████▍ | 5603/6612 [28:56<05:14,  3.21it/s]
 85%|████████▍ | 5604/6612 [28:57<05:08,  3.26it/s]
 85%|████████▍ | 5605/6612 [28:57<05:04,  3.30it/s]
 85%|████████▍ | 5606/6612 [28:57<05:02,  3.33it/s]
 85%|████████▍ | 5607/6612 [28:57<05:00,  3.34it/s]
 85%|████████▍ | 5608/6612 [28:58<04:58,  3.36it/s]
 85%|████████▍ | 5609/6612 [28:58<04:57,  3.37it/s]
 85%|████████▍ | 5610/6612 [28:58<04:56,  3.38it/s]
 85%|████████▍ | 5611/6612 [28:59<04:55,  3.38it/s]
 85%|████████▍ | 5612/6612 [28:59<04:55,  3.38it/s]
 85%|████████▍ | 5613/6612 [28:59<04:55,  3.39it/s]
 85%|████████▍ | 5614/6612 [28:59<04:54,  3.39it/s]
 85%|████████▍ | 5615/6612 [29:00<04:53,  3.39it/s]
 85%|████████▍ | 5616/6612 [29:00<04:53,  3.39it/s]
 85%|████████▍ | 5617/6612 [29:00<05:21,  3.09it/s]
 85%|████████▍ | 5618/6612 [29:01<05:30,  3.00it/s]
 85%|████████▍ | 5619/6612 [29:01<05:19,  3.11it/s]
 85%|████████▍ | 5620/6612 [29:01<05:11,  3.19it/s]
 85%|████████▌ | 5621/6612 [29:02<05:06,  3.23it/s]
 85%|████████▌ | 5622/6612 [29:02<05:01,  3.28it/s]
 85%|████████▌ | 5623/6612 [29:02<04:58,  3.31it/s]
 85%|████████▌ | 5624/6612 [29:03<04:55,  3.34it/s]
 85%|████████▌ | 5625/6612 [29:03<04:54,  3.35it/s]
 85%|████████▌ | 5626/6612 [29:03<04:53,  3.36it/s]
 85%|████████▌ | 5627/6612 [29:03<04:52,  3.37it/s]
 85%|████████▌ | 5628/6612 [29:04<04:50,  3.38it/s]
 85%|████████▌ | 5629/6612 [29:04<04:50,  3.39it/s]
 85%|████████▌ | 5630/6612 [29:04<04:50,  3.38it/s]
 85%|████████▌ | 5631/6612 [29:05<04:49,  3.38it/s]
 85%|████████▌ | 5632/6612 [29:05<04:49,  3.39it/s]
 85%|████████▌ | 5633/6612 [29:05<04:48,  3.39it/s]
 85%|████████▌ | 5634/6612 [29:06<04:48,  3.39it/s]
 85%|████████▌ | 5635/6612 [29:06<04:48,  3.39it/s]
 85%|████████▌ | 5636/6612 [29:06<04:47,  3.40it/s]
 85%|████████▌ | 5637/6612 [29:06<04:47,  3.40it/s]
 85%|████████▌ | 5638/6612 [29:07<04:46,  3.40it/s]
 85%|████████▌ | 5639/6612 [29:07<04:45,  3.41it/s]
 85%|████████▌ | 5640/6612 [29:07<04:46,  3.39it/s]
 85%|████████▌ | 5641/6612 [29:08<04:45,  3.40it/s]
 85%|████████▌ | 5642/6612 [29:08<04:45,  3.40it/s]
 85%|████████▌ | 5643/6612 [29:08<04:45,  3.40it/s]
 85%|████████▌ | 5644/6612 [29:08<04:45,  3.39it/s]
 85%|████████▌ | 5645/6612 [29:09<04:45,  3.39it/s]
 85%|████████▌ | 5646/6612 [29:09<04:44,  3.39it/s]
 85%|████████▌ | 5647/6612 [29:09<04:44,  3.39it/s]
 85%|████████▌ | 5648/6612 [29:10<04:44,  3.39it/s]
 85%|████████▌ | 5649/6612 [29:10<04:44,  3.39it/s]
 85%|████████▌ | 5650/6612 [29:10<04:43,  3.39it/s]
 85%|████████▌ | 5651/6612 [29:11<04:43,  3.39it/s]
 85%|████████▌ | 5652/6612 [29:11<04:42,  3.40it/s]
 85%|████████▌ | 5653/6612 [29:11<04:42,  3.40it/s]
 86%|████████▌ | 5654/6612 [29:11<04:42,  3.40it/s]
 86%|████████▌ | 5655/6612 [29:12<04:41,  3.40it/s]
 86%|████████▌ | 5656/6612 [29:12<04:41,  3.39it/s]
 86%|████████▌ | 5657/6612 [29:12<04:41,  3.39it/s]
 86%|████████▌ | 5658/6612 [29:13<04:41,  3.39it/s]
 86%|████████▌ | 5659/6612 [29:13<04:40,  3.40it/s]
 86%|████████▌ | 5660/6612 [29:13<04:40,  3.39it/s]
 86%|████████▌ | 5661/6612 [29:13<04:40,  3.40it/s]
 86%|████████▌ | 5662/6612 [29:14<04:39,  3.40it/s]
 86%|████████▌ | 5663/6612 [29:14<04:39,  3.39it/s]
 86%|████████▌ | 5664/6612 [29:14<04:39,  3.39it/s]
 86%|████████▌ | 5665/6612 [29:15<04:39,  3.39it/s]
 86%|████████▌ | 5666/6612 [29:15<04:38,  3.40it/s]
 86%|████████▌ | 5667/6612 [29:15<04:38,  3.39it/s]
 86%|████████▌ | 5668/6612 [29:16<04:39,  3.38it/s]
 86%|████████▌ | 5669/6612 [29:16<04:38,  3.39it/s]
 86%|████████▌ | 5670/6612 [29:16<04:37,  3.39it/s]
 86%|████████▌ | 5671/6612 [29:16<04:37,  3.39it/s]
 86%|████████▌ | 5672/6612 [29:17<04:36,  3.40it/s]
 86%|████████▌ | 5673/6612 [29:17<04:36,  3.40it/s]
 86%|████████▌ | 5674/6612 [29:17<04:36,  3.40it/s]
 86%|████████▌ | 5675/6612 [29:18<04:35,  3.40it/s]
 86%|████████▌ | 5676/6612 [29:18<04:35,  3.40it/s]
 86%|████████▌ | 5677/6612 [29:18<04:35,  3.39it/s]
 86%|████████▌ | 5678/6612 [29:19<04:35,  3.39it/s]
 86%|████████▌ | 5679/6612 [29:19<04:34,  3.39it/s]
 86%|████████▌ | 5680/6612 [29:19<04:33,  3.41it/s]
 86%|████████▌ | 5681/6612 [29:19<04:33,  3.41it/s]
 86%|████████▌ | 5682/6612 [29:20<04:33,  3.40it/s]
 86%|████████▌ | 5683/6612 [29:20<04:33,  3.40it/s]
 86%|████████▌ | 5684/6612 [29:20<04:33,  3.40it/s]
 86%|████████▌ | 5685/6612 [29:21<04:32,  3.40it/s]
 86%|████████▌ | 5686/6612 [29:21<04:33,  3.39it/s]
 86%|████████▌ | 5687/6612 [29:21<04:32,  3.40it/s]
 86%|████████▌ | 5688/6612 [29:21<04:32,  3.39it/s]
 86%|████████▌ | 5689/6612 [29:22<04:31,  3.39it/s]
 86%|████████▌ | 5690/6612 [29:22<04:31,  3.40it/s]
 86%|████████▌ | 5691/6612 [29:22<04:31,  3.40it/s]
 86%|████████▌ | 5692/6612 [29:23<04:30,  3.40it/s]
 86%|████████▌ | 5693/6612 [29:23<04:30,  3.40it/s]
 86%|████████▌ | 5694/6612 [29:23<04:30,  3.40it/s]
 86%|████████▌ | 5695/6612 [29:24<04:29,  3.40it/s]
 86%|████████▌ | 5696/6612 [29:24<04:29,  3.40it/s]
 86%|████████▌ | 5697/6612 [29:24<04:29,  3.39it/s]
 86%|████████▌ | 5698/6612 [29:24<04:29,  3.40it/s]
 86%|████████▌ | 5699/6612 [29:25<04:29,  3.39it/s]
 86%|████████▌ | 5700/6612 [29:25<04:28,  3.40it/s]
                                                   

 86%|████████▌ | 5700/6612 [29:25<04:28,  3.40it/s]
 86%|████████▌ | 5701/6612 [29:25<04:33,  3.33it/s]
 86%|████████▌ | 5702/6612 [29:26<04:32,  3.35it/s]
 86%|████████▋ | 5703/6612 [29:26<04:30,  3.36it/s]
 86%|████████▋ | 5704/6612 [29:26<04:29,  3.37it/s]
 86%|████████▋ | 5705/6612 [29:26<04:29,  3.37it/s]
 86%|████████▋ | 5706/6612 [29:27<04:28,  3.38it/s]
 86%|████████▋ | 5707/6612 [29:27<04:27,  3.39it/s]
 86%|████████▋ | 5708/6612 [29:27<04:26,  3.39it/s]
 86%|████████▋ | 5709/6612 [29:28<04:26,  3.39it/s]
 86%|████████▋ | 5710/6612 [29:28<04:25,  3.39it/s]
 86%|████████▋ | 5711/6612 [29:28<04:25,  3.40it/s]
 86%|████████▋ | 5712/6612 [29:29<04:24,  3.41it/s]
 86%|████████▋ | 5713/6612 [29:29<04:24,  3.40it/s]
 86%|████████▋ | 5714/6612 [29:29<04:24,  3.39it/s]
 86%|████████▋ | 5715/6612 [29:29<04:24,  3.39it/s]
 86%|████████▋ | 5716/6612 [29:30<04:24,  3.39it/s]
 86%|████████▋ | 5717/6612 [29:30<04:23,  3.40it/s]
 86%|████████▋ | 5718/6612 [29:30<04:22,  3.40it/s]
 86%|████████▋ | 5719/6612 [29:31<04:23,  3.39it/s]
 87%|████████▋ | 5720/6612 [29:31<04:23,  3.39it/s]
 87%|████████▋ | 5721/6612 [29:31<04:22,  3.39it/s]
 87%|████████▋ | 5722/6612 [29:31<04:22,  3.39it/s]
 87%|████████▋ | 5723/6612 [29:32<04:22,  3.39it/s]
 87%|████████▋ | 5724/6612 [29:32<04:22,  3.38it/s]
 87%|████████▋ | 5725/6612 [29:32<04:21,  3.39it/s]
 87%|████████▋ | 5726/6612 [29:33<04:21,  3.39it/s]
 87%|████████▋ | 5727/6612 [29:33<04:21,  3.39it/s]
 87%|████████▋ | 5728/6612 [29:33<04:21,  3.38it/s]
 87%|████████▋ | 5729/6612 [29:34<04:21,  3.38it/s]
 87%|████████▋ | 5730/6612 [29:34<04:20,  3.39it/s]
 87%|████████▋ | 5731/6612 [29:34<04:20,  3.39it/s]
 87%|████████▋ | 5732/6612 [29:34<04:19,  3.39it/s]
 87%|████████▋ | 5733/6612 [29:35<04:19,  3.39it/s]
 87%|████████▋ | 5734/6612 [29:35<04:19,  3.39it/s]
 87%|████████▋ | 5735/6612 [29:35<04:18,  3.39it/s]
 87%|████████▋ | 5736/6612 [29:36<04:17,  3.40it/s]
 87%|████████▋ | 5737/6612 [29:36<04:18,  3.39it/s]
 87%|████████▋ | 5738/6612 [29:36<04:17,  3.39it/s]
 87%|████████▋ | 5739/6612 [29:37<04:17,  3.39it/s]
 87%|████████▋ | 5740/6612 [29:37<04:15,  3.41it/s]
 87%|████████▋ | 5741/6612 [29:37<04:16,  3.40it/s]
 87%|████████▋ | 5742/6612 [29:37<04:16,  3.39it/s]
 87%|████████▋ | 5743/6612 [29:38<04:15,  3.40it/s]
 87%|████████▋ | 5744/6612 [29:38<04:15,  3.39it/s]
 87%|████████▋ | 5745/6612 [29:38<04:15,  3.40it/s]
 87%|████████▋ | 5746/6612 [29:39<04:14,  3.40it/s]
 87%|████████▋ | 5747/6612 [29:39<04:14,  3.40it/s]
 87%|████████▋ | 5748/6612 [29:39<04:14,  3.40it/s]
 87%|████████▋ | 5749/6612 [29:39<04:14,  3.39it/s]
 87%|████████▋ | 5750/6612 [29:40<04:13,  3.40it/s]
 87%|████████▋ | 5751/6612 [29:40<04:13,  3.39it/s]
 87%|████████▋ | 5752/6612 [29:40<04:13,  3.39it/s]
 87%|████████▋ | 5753/6612 [29:41<04:13,  3.39it/s]
 87%|████████▋ | 5754/6612 [29:41<04:12,  3.40it/s]
 87%|████████▋ | 5755/6612 [29:41<04:12,  3.39it/s]
 87%|████████▋ | 5756/6612 [29:42<04:12,  3.39it/s]
 87%|████████▋ | 5757/6612 [29:42<04:12,  3.39it/s]
 87%|████████▋ | 5758/6612 [29:42<04:11,  3.39it/s]
 87%|████████▋ | 5759/6612 [29:42<04:11,  3.39it/s]
 87%|████████▋ | 5760/6612 [29:43<04:11,  3.39it/s]
 87%|████████▋ | 5761/6612 [29:43<04:10,  3.39it/s]
 87%|████████▋ | 5762/6612 [29:43<04:11,  3.39it/s]
 87%|████████▋ | 5763/6612 [29:44<04:10,  3.39it/s]
 87%|████████▋ | 5764/6612 [29:44<04:09,  3.40it/s]
 87%|████████▋ | 5765/6612 [29:44<04:08,  3.40it/s]
 87%|████████▋ | 5766/6612 [29:44<04:09,  3.39it/s]
 87%|████████▋ | 5767/6612 [29:45<04:08,  3.40it/s]
 87%|████████▋ | 5768/6612 [29:45<04:08,  3.39it/s]
 87%|████████▋ | 5769/6612 [29:45<04:08,  3.40it/s]
 87%|████████▋ | 5770/6612 [29:46<04:08,  3.39it/s]
 87%|████████▋ | 5771/6612 [29:46<04:08,  3.38it/s]
 87%|████████▋ | 5772/6612 [29:46<04:08,  3.39it/s]
 87%|████████▋ | 5773/6612 [29:47<04:07,  3.39it/s]
 87%|████████▋ | 5774/6612 [29:47<04:06,  3.39it/s]
 87%|████████▋ | 5775/6612 [29:47<04:06,  3.40it/s]
 87%|████████▋ | 5776/6612 [29:47<04:06,  3.40it/s]
 87%|████████▋ | 5777/6612 [29:48<04:05,  3.40it/s]
 87%|████████▋ | 5778/6612 [29:48<04:05,  3.40it/s]
 87%|████████▋ | 5779/6612 [29:48<04:05,  3.40it/s]
 87%|████████▋ | 5780/6612 [29:49<04:04,  3.40it/s]
 87%|████████▋ | 5781/6612 [29:49<04:04,  3.40it/s]
 87%|████████▋ | 5782/6612 [29:49<04:04,  3.40it/s]
 87%|████████▋ | 5783/6612 [29:49<04:04,  3.40it/s]
 87%|████████▋ | 5784/6612 [29:50<04:03,  3.40it/s]
 87%|████████▋ | 5785/6612 [29:50<04:03,  3.40it/s]
 88%|████████▊ | 5786/6612 [29:50<04:03,  3.40it/s]
 88%|████████▊ | 5787/6612 [29:51<04:03,  3.39it/s]
 88%|████████▊ | 5788/6612 [29:51<04:02,  3.39it/s]
 88%|████████▊ | 5789/6612 [29:51<04:02,  3.39it/s]
 88%|████████▊ | 5790/6612 [29:52<04:02,  3.39it/s]
 88%|████████▊ | 5791/6612 [29:52<04:01,  3.40it/s]
 88%|████████▊ | 5792/6612 [29:52<04:01,  3.39it/s]
 88%|████████▊ | 5793/6612 [29:52<04:00,  3.40it/s]
 88%|████████▊ | 5794/6612 [29:53<04:00,  3.40it/s]
 88%|████████▊ | 5795/6612 [29:53<04:00,  3.39it/s]
 88%|████████▊ | 5796/6612 [29:53<04:00,  3.39it/s]
 88%|████████▊ | 5797/6612 [29:54<04:00,  3.39it/s]
 88%|████████▊ | 5798/6612 [29:54<04:00,  3.39it/s]
 88%|████████▊ | 5799/6612 [29:54<03:59,  3.39it/s]
 88%|████████▊ | 5800/6612 [29:54<03:59,  3.39it/s]
                                                   

 88%|████████▊ | 5800/6612 [29:55<03:59,  3.39it/s]
 88%|████████▊ | 5801/6612 [29:55<04:03,  3.33it/s]
 88%|████████▊ | 5802/6612 [29:55<04:02,  3.34it/s]
 88%|████████▊ | 5803/6612 [29:55<04:01,  3.36it/s]
 88%|████████▊ | 5804/6612 [29:56<04:00,  3.36it/s]
 88%|████████▊ | 5805/6612 [29:56<03:59,  3.37it/s]
 88%|████████▊ | 5806/6612 [29:56<03:59,  3.37it/s]
 88%|████████▊ | 5807/6612 [29:57<03:58,  3.38it/s]
 88%|████████▊ | 5808/6612 [29:57<03:58,  3.38it/s]
 88%|████████▊ | 5809/6612 [29:57<03:57,  3.38it/s]
 88%|████████▊ | 5810/6612 [29:57<03:56,  3.39it/s]
 88%|████████▊ | 5811/6612 [29:58<03:56,  3.39it/s]
 88%|████████▊ | 5812/6612 [29:58<03:56,  3.38it/s]
 88%|████████▊ | 5813/6612 [29:58<03:56,  3.38it/s]
 88%|████████▊ | 5814/6612 [29:59<03:55,  3.39it/s]
 88%|████████▊ | 5815/6612 [29:59<03:55,  3.39it/s]
 88%|████████▊ | 5816/6612 [29:59<03:55,  3.39it/s]
 88%|████████▊ | 5817/6612 [30:00<03:54,  3.39it/s]
 88%|████████▊ | 5818/6612 [30:00<03:54,  3.39it/s]
 88%|████████▊ | 5819/6612 [30:00<03:53,  3.40it/s]
 88%|████████▊ | 5820/6612 [30:00<03:52,  3.41it/s]
 88%|████████▊ | 5821/6612 [30:01<03:52,  3.40it/s]
 88%|████████▊ | 5822/6612 [30:01<03:52,  3.40it/s]
 88%|████████▊ | 5823/6612 [30:01<03:52,  3.40it/s]
 88%|████████▊ | 5824/6612 [30:02<03:52,  3.40it/s]
 88%|████████▊ | 5825/6612 [30:02<03:51,  3.40it/s]
 88%|████████▊ | 5826/6612 [30:02<03:51,  3.39it/s]
 88%|████████▊ | 5827/6612 [30:02<03:51,  3.39it/s]
 88%|████████▊ | 5828/6612 [30:03<03:51,  3.39it/s]
 88%|████████▊ | 5829/6612 [30:03<03:50,  3.40it/s]
 88%|████████▊ | 5830/6612 [30:03<03:50,  3.40it/s]
 88%|████████▊ | 5831/6612 [30:04<03:50,  3.39it/s]
 88%|████████▊ | 5832/6612 [30:04<03:49,  3.39it/s]
 88%|████████▊ | 5833/6612 [30:04<03:49,  3.39it/s]
 88%|████████▊ | 5834/6612 [30:05<03:49,  3.40it/s]
 88%|████████▊ | 5835/6612 [30:05<03:49,  3.39it/s]
 88%|████████▊ | 5836/6612 [30:05<03:48,  3.39it/s]
 88%|████████▊ | 5837/6612 [30:05<03:48,  3.39it/s]
 88%|████████▊ | 5838/6612 [30:06<03:48,  3.39it/s]
 88%|████████▊ | 5839/6612 [30:06<03:48,  3.39it/s]
 88%|████████▊ | 5840/6612 [30:06<03:47,  3.39it/s]
 88%|████████▊ | 5841/6612 [30:07<03:47,  3.39it/s]
 88%|████████▊ | 5842/6612 [30:07<03:46,  3.40it/s]
 88%|████████▊ | 5843/6612 [30:07<03:46,  3.40it/s]
 88%|████████▊ | 5844/6612 [30:07<03:46,  3.40it/s]
 88%|████████▊ | 5845/6612 [30:08<03:45,  3.40it/s]
 88%|████████▊ | 5846/6612 [30:08<03:45,  3.39it/s]
 88%|████████▊ | 5847/6612 [30:08<03:45,  3.39it/s]
 88%|████████▊ | 5848/6612 [30:09<03:44,  3.41it/s]
 88%|████████▊ | 5849/6612 [30:09<03:43,  3.41it/s]
 88%|████████▊ | 5850/6612 [30:09<03:43,  3.40it/s]
 88%|████████▊ | 5851/6612 [30:10<03:43,  3.40it/s]
 89%|████████▊ | 5852/6612 [30:10<03:42,  3.41it/s]
 89%|████████▊ | 5853/6612 [30:10<03:43,  3.40it/s]
 89%|████████▊ | 5854/6612 [30:10<03:42,  3.40it/s]
 89%|████████▊ | 5855/6612 [30:11<03:43,  3.39it/s]
 89%|████████▊ | 5856/6612 [30:11<03:42,  3.39it/s]
 89%|████████▊ | 5857/6612 [30:11<03:42,  3.39it/s]
 89%|████████▊ | 5858/6612 [30:12<03:41,  3.40it/s]
 89%|████████▊ | 5859/6612 [30:12<03:41,  3.40it/s]
 89%|████████▊ | 5860/6612 [30:12<03:41,  3.39it/s]
 89%|████████▊ | 5861/6612 [30:12<03:41,  3.39it/s]
 89%|████████▊ | 5862/6612 [30:13<03:40,  3.40it/s]
 89%|████████▊ | 5863/6612 [30:13<03:40,  3.40it/s]
 89%|████████▊ | 5864/6612 [30:13<03:39,  3.40it/s]
 89%|████████▊ | 5865/6612 [30:14<03:39,  3.40it/s]
 89%|████████▊ | 5866/6612 [30:14<03:39,  3.40it/s]
 89%|████████▊ | 5867/6612 [30:14<03:39,  3.39it/s]
 89%|████████▊ | 5868/6612 [30:15<03:38,  3.40it/s]
 89%|████████▉ | 5869/6612 [30:15<03:38,  3.39it/s]
 89%|████████▉ | 5870/6612 [30:15<03:38,  3.39it/s]
 89%|████████▉ | 5871/6612 [30:15<03:38,  3.39it/s]
 89%|████████▉ | 5872/6612 [30:16<03:37,  3.40it/s]
 89%|████████▉ | 5873/6612 [30:16<03:37,  3.39it/s]
 89%|████████▉ | 5874/6612 [30:16<03:36,  3.40it/s]
 89%|████████▉ | 5875/6612 [30:17<03:36,  3.40it/s]
 89%|████████▉ | 5876/6612 [30:17<03:36,  3.40it/s]
 89%|████████▉ | 5877/6612 [30:17<03:36,  3.40it/s]
 89%|████████▉ | 5878/6612 [30:17<03:36,  3.39it/s]
 89%|████████▉ | 5879/6612 [30:18<03:36,  3.39it/s]
 89%|████████▉ | 5880/6612 [30:18<03:35,  3.39it/s]
 89%|████████▉ | 5881/6612 [30:18<03:35,  3.39it/s]
 89%|████████▉ | 5882/6612 [30:19<03:35,  3.39it/s]
 89%|████████▉ | 5883/6612 [30:19<03:34,  3.39it/s]
 89%|████████▉ | 5884/6612 [30:19<03:34,  3.39it/s]
 89%|████████▉ | 5885/6612 [30:20<03:34,  3.39it/s]
 89%|████████▉ | 5886/6612 [30:20<03:34,  3.39it/s]
 89%|████████▉ | 5887/6612 [30:20<03:34,  3.39it/s]
 89%|████████▉ | 5888/6612 [30:20<03:33,  3.39it/s]
 89%|████████▉ | 5889/6612 [30:21<03:33,  3.39it/s]
 89%|████████▉ | 5890/6612 [30:21<03:32,  3.39it/s]
 89%|████████▉ | 5891/6612 [30:21<03:31,  3.40it/s]
 89%|████████▉ | 5892/6612 [30:22<03:31,  3.40it/s]
 89%|████████▉ | 5893/6612 [30:22<03:32,  3.39it/s]
 89%|████████▉ | 5894/6612 [30:22<03:31,  3.39it/s]
 89%|████████▉ | 5895/6612 [30:22<03:31,  3.39it/s]
 89%|████████▉ | 5896/6612 [30:23<03:31,  3.39it/s]
 89%|████████▉ | 5897/6612 [30:23<03:30,  3.40it/s]
 89%|████████▉ | 5898/6612 [30:23<03:30,  3.39it/s]
 89%|████████▉ | 5899/6612 [30:24<03:30,  3.39it/s]
 89%|████████▉ | 5900/6612 [30:24<03:30,  3.39it/s]
                                                   

 89%|████████▉ | 5900/6612 [30:24<03:30,  3.39it/s]
 89%|████████▉ | 5901/6612 [30:24<03:33,  3.33it/s]
 89%|████████▉ | 5902/6612 [30:25<03:32,  3.35it/s]
 89%|████████▉ | 5903/6612 [30:25<03:31,  3.36it/s]
 89%|████████▉ | 5904/6612 [30:25<03:29,  3.39it/s]
 89%|████████▉ | 5905/6612 [30:25<03:28,  3.39it/s]
 89%|████████▉ | 5906/6612 [30:26<03:28,  3.39it/s]
 89%|████████▉ | 5907/6612 [30:26<03:28,  3.39it/s]
 89%|████████▉ | 5908/6612 [30:26<03:27,  3.39it/s]
 89%|████████▉ | 5909/6612 [30:27<03:27,  3.39it/s]
 89%|████████▉ | 5910/6612 [30:27<03:26,  3.39it/s]
 89%|████████▉ | 5911/6612 [30:27<03:27,  3.39it/s]
 89%|████████▉ | 5912/6612 [30:28<03:27,  3.38it/s]
 89%|████████▉ | 5913/6612 [30:28<03:26,  3.39it/s]
 89%|████████▉ | 5914/6612 [30:28<03:25,  3.39it/s]
 89%|████████▉ | 5915/6612 [30:28<03:25,  3.39it/s]
 89%|████████▉ | 5916/6612 [30:29<03:25,  3.39it/s]
 89%|████████▉ | 5917/6612 [30:29<03:24,  3.40it/s]
 90%|████████▉ | 5918/6612 [30:29<03:24,  3.40it/s]
 90%|████████▉ | 5919/6612 [30:30<03:24,  3.40it/s]
 90%|████████▉ | 5920/6612 [30:30<03:23,  3.40it/s]
 90%|████████▉ | 5921/6612 [30:30<03:24,  3.38it/s]
 90%|████████▉ | 5922/6612 [30:30<03:23,  3.39it/s]
 90%|████████▉ | 5923/6612 [30:31<03:23,  3.39it/s]
 90%|████████▉ | 5924/6612 [30:31<03:22,  3.40it/s]
 90%|████████▉ | 5925/6612 [30:31<03:22,  3.39it/s]
 90%|████████▉ | 5926/6612 [30:32<03:22,  3.38it/s]
 90%|████████▉ | 5927/6612 [30:32<03:22,  3.39it/s]
 90%|████████▉ | 5928/6612 [30:32<03:21,  3.39it/s]
 90%|████████▉ | 5929/6612 [30:33<03:21,  3.39it/s]
 90%|████████▉ | 5930/6612 [30:33<03:21,  3.39it/s]
 90%|████████▉ | 5931/6612 [30:33<03:20,  3.39it/s]
 90%|████████▉ | 5932/6612 [30:33<03:20,  3.40it/s]
 90%|████████▉ | 5933/6612 [30:34<03:19,  3.40it/s]
 90%|████████▉ | 5934/6612 [30:34<03:19,  3.39it/s]
 90%|████████▉ | 5935/6612 [30:34<03:19,  3.39it/s]
 90%|████████▉ | 5936/6612 [30:35<03:19,  3.39it/s]
 90%|████████▉ | 5937/6612 [30:35<03:19,  3.39it/s]
 90%|████████▉ | 5938/6612 [30:35<03:18,  3.39it/s]
 90%|████████▉ | 5939/6612 [30:35<03:18,  3.39it/s]
 90%|████████▉ | 5940/6612 [30:36<03:18,  3.39it/s]
 90%|████████▉ | 5941/6612 [30:36<03:17,  3.39it/s]
 90%|████████▉ | 5942/6612 [30:36<03:17,  3.40it/s]
 90%|████████▉ | 5943/6612 [30:37<03:16,  3.41it/s]
 90%|████████▉ | 5944/6612 [30:37<03:16,  3.40it/s]
 90%|████████▉ | 5945/6612 [30:37<03:16,  3.39it/s]
 90%|████████▉ | 5946/6612 [30:38<03:16,  3.40it/s]
 90%|████████▉ | 5947/6612 [30:38<03:16,  3.39it/s]
 90%|████████▉ | 5948/6612 [30:38<03:15,  3.39it/s]
 90%|████████▉ | 5949/6612 [30:38<03:15,  3.39it/s]
 90%|████████▉ | 5950/6612 [30:39<03:15,  3.39it/s]
 90%|█████████ | 5951/6612 [30:39<03:15,  3.39it/s]
 90%|█████████ | 5952/6612 [30:39<03:14,  3.40it/s]
 90%|█████████ | 5953/6612 [30:40<03:14,  3.39it/s]
 90%|█████████ | 5954/6612 [30:40<03:14,  3.39it/s]
 90%|█████████ | 5955/6612 [30:40<03:16,  3.34it/s]
 90%|█████████ | 5956/6612 [30:41<03:38,  3.00it/s]
 90%|█████████ | 5957/6612 [30:41<03:30,  3.11it/s]
 90%|█████████ | 5958/6612 [30:41<03:25,  3.18it/s]
 90%|█████████ | 5959/6612 [30:42<03:21,  3.23it/s]
 90%|█████████ | 5960/6612 [30:42<03:18,  3.28it/s]
 90%|█████████ | 5961/6612 [30:42<03:16,  3.32it/s]
 90%|█████████ | 5962/6612 [30:42<03:13,  3.35it/s]
 90%|█████████ | 5963/6612 [30:43<03:13,  3.36it/s]
 90%|█████████ | 5964/6612 [30:43<03:12,  3.37it/s]
 90%|█████████ | 5965/6612 [30:43<03:11,  3.38it/s]
 90%|█████████ | 5966/6612 [30:44<03:11,  3.38it/s]
 90%|█████████ | 5967/6612 [30:44<03:10,  3.38it/s]
 90%|█████████ | 5968/6612 [30:44<03:10,  3.38it/s]
 90%|█████████ | 5969/6612 [30:44<03:09,  3.39it/s]
 90%|█████████ | 5970/6612 [30:45<03:09,  3.39it/s]
 90%|█████████ | 5971/6612 [30:45<03:08,  3.39it/s]
 90%|█████████ | 5972/6612 [30:45<03:30,  3.04it/s]
 90%|█████████ | 5973/6612 [30:46<03:27,  3.08it/s]
 90%|█████████ | 5974/6612 [30:46<03:21,  3.16it/s]
 90%|█████████ | 5975/6612 [30:46<03:17,  3.23it/s]
 90%|█████████ | 5976/6612 [30:47<03:14,  3.27it/s]
 90%|█████████ | 5977/6612 [30:47<03:12,  3.30it/s]
 90%|█████████ | 5978/6612 [30:47<03:10,  3.33it/s]
 90%|█████████ | 5979/6612 [30:48<03:09,  3.35it/s]
 90%|█████████ | 5980/6612 [30:48<03:08,  3.36it/s]
 90%|█████████ | 5981/6612 [30:48<03:07,  3.37it/s]
 90%|█████████ | 5982/6612 [30:48<03:06,  3.38it/s]
 90%|█████████ | 5983/6612 [30:49<03:05,  3.38it/s]
 91%|█████████ | 5984/6612 [30:49<03:05,  3.39it/s]
 91%|█████████ | 5985/6612 [30:49<03:04,  3.40it/s]
 91%|█████████ | 5986/6612 [30:50<03:04,  3.40it/s]
 91%|█████████ | 5987/6612 [30:50<03:04,  3.39it/s]
 91%|█████████ | 5988/6612 [30:50<03:08,  3.32it/s]
 91%|█████████ | 5989/6612 [30:51<03:26,  3.01it/s]
 91%|█████████ | 5990/6612 [30:51<03:19,  3.12it/s]
 91%|█████████ | 5991/6612 [30:51<03:14,  3.20it/s]
 91%|█████████ | 5992/6612 [30:51<03:10,  3.25it/s]
 91%|█████████ | 5993/6612 [30:52<03:08,  3.28it/s]
 91%|█████████ | 5994/6612 [30:52<03:06,  3.32it/s]
 91%|█████████ | 5995/6612 [30:52<03:04,  3.34it/s]
 91%|█████████ | 5996/6612 [30:53<03:03,  3.35it/s]
 91%|█████████ | 5997/6612 [30:53<03:02,  3.36it/s]
 91%|█████████ | 5998/6612 [30:53<03:01,  3.38it/s]
 91%|█████████ | 5999/6612 [30:54<03:01,  3.38it/s]
 91%|█████████ | 6000/6612 [30:54<03:00,  3.39it/s]
                                                   

 91%|█████████ | 6000/6612 [30:54<03:00,  3.39it/s]
 91%|█████████ | 6001/6612 [30:54<03:03,  3.32it/s]
 91%|█████████ | 6002/6612 [30:54<03:02,  3.34it/s]
 91%|█████████ | 6003/6612 [30:55<03:01,  3.36it/s]
 91%|█████████ | 6004/6612 [30:55<03:00,  3.37it/s]
 91%|█████████ | 6005/6612 [30:55<03:20,  3.02it/s]
 91%|█████████ | 6006/6612 [30:56<03:20,  3.02it/s]
 91%|█████████ | 6007/6612 [30:56<03:13,  3.13it/s]
 91%|█████████ | 6008/6612 [30:56<03:07,  3.22it/s]
 91%|█████████ | 6009/6612 [30:57<03:04,  3.26it/s]
 91%|█████████ | 6010/6612 [30:57<03:02,  3.30it/s]
 91%|█████████ | 6011/6612 [30:57<03:00,  3.33it/s]
 91%|█████████ | 6012/6612 [30:58<02:59,  3.34it/s]
 91%|█████████ | 6013/6612 [30:58<02:58,  3.35it/s]
 91%|█████████ | 6014/6612 [30:58<02:58,  3.36it/s]
 91%|█████████ | 6015/6612 [30:58<02:57,  3.37it/s]
 91%|█████████ | 6016/6612 [30:59<02:56,  3.38it/s]
 91%|█████████ | 6017/6612 [30:59<02:55,  3.39it/s]
 91%|█████████ | 6018/6612 [30:59<02:55,  3.39it/s]
 91%|█████████ | 6019/6612 [31:00<02:54,  3.39it/s]
 91%|█████████ | 6020/6612 [31:00<02:54,  3.39it/s]
 91%|█████████ | 6021/6612 [31:00<02:53,  3.40it/s]
 91%|█████████ | 6022/6612 [31:01<02:53,  3.40it/s]
 91%|█████████ | 6023/6612 [31:01<02:53,  3.40it/s]
 91%|█████████ | 6024/6612 [31:01<02:52,  3.40it/s]
 91%|█████████ | 6025/6612 [31:01<02:52,  3.40it/s]
 91%|█████████ | 6026/6612 [31:02<02:52,  3.40it/s]
 91%|█████████ | 6027/6612 [31:02<02:51,  3.40it/s]
 91%|█████████ | 6028/6612 [31:02<02:51,  3.40it/s]
 91%|█████████ | 6029/6612 [31:03<02:51,  3.40it/s]
 91%|█████████ | 6030/6612 [31:03<02:51,  3.39it/s]
 91%|█████████ | 6031/6612 [31:03<02:51,  3.40it/s]
 91%|█████████ | 6032/6612 [31:03<02:50,  3.40it/s]
 91%|█████████ | 6033/6612 [31:04<02:50,  3.39it/s]
 91%|█████████▏| 6034/6612 [31:04<02:50,  3.38it/s]
 91%|█████████▏| 6035/6612 [31:04<02:50,  3.39it/s]
 91%|█████████▏| 6036/6612 [31:05<02:49,  3.41it/s]
 91%|█████████▏| 6037/6612 [31:05<02:48,  3.40it/s]
 91%|█████████▏| 6038/6612 [31:05<02:49,  3.39it/s]
 91%|█████████▏| 6039/6612 [31:06<02:48,  3.40it/s]
 91%|█████████▏| 6040/6612 [31:06<02:48,  3.40it/s]
 91%|█████████▏| 6041/6612 [31:06<02:47,  3.40it/s]
 91%|█████████▏| 6042/6612 [31:06<02:48,  3.39it/s]
 91%|█████████▏| 6043/6612 [31:07<02:47,  3.39it/s]
 91%|█████████▏| 6044/6612 [31:07<02:47,  3.40it/s]
 91%|█████████▏| 6045/6612 [31:07<02:46,  3.40it/s]
 91%|█████████▏| 6046/6612 [31:08<02:46,  3.40it/s]
 91%|█████████▏| 6047/6612 [31:08<02:46,  3.40it/s]
 91%|█████████▏| 6048/6612 [31:08<02:45,  3.40it/s]
 91%|█████████▏| 6049/6612 [31:08<02:45,  3.40it/s]
 92%|█████████▏| 6050/6612 [31:09<02:45,  3.40it/s]
 92%|█████████▏| 6051/6612 [31:09<02:45,  3.39it/s]
 92%|█████████▏| 6052/6612 [31:09<02:45,  3.39it/s]
 92%|█████████▏| 6053/6612 [31:10<02:45,  3.38it/s]
 92%|█████████▏| 6054/6612 [31:10<02:44,  3.39it/s]
 92%|█████████▏| 6055/6612 [31:10<02:44,  3.39it/s]
 92%|█████████▏| 6056/6612 [31:11<02:43,  3.40it/s]
 92%|█████████▏| 6057/6612 [31:11<02:43,  3.40it/s]
 92%|█████████▏| 6058/6612 [31:11<02:43,  3.40it/s]
 92%|█████████▏| 6059/6612 [31:11<02:42,  3.40it/s]
 92%|█████████▏| 6060/6612 [31:12<02:42,  3.40it/s]
 92%|█████████▏| 6061/6612 [31:12<02:25,  3.79it/s]{'eval_avg_acc': 0.6578140960163432, 'eval_avg_precision': 0.6426718353392644, 'eval_avg_recall': 0.6578140960163432, 'eval_avg_f1': 0.6437864220440322, 'eval_main_acc': 0.7139938712972421, 'eval_main_precision': 0.7078648018368119, 'eval_main_recall': 0.7139938712972421, 'eval_main_f1': 0.7056080879250016, 'eval_sub_acc': 0.5822267620020429, 'eval_sub_precision': 0.5887268821326684, 'eval_sub_recall': 0.5822267620020429, 'eval_sub_f1': 0.5763169264999055, 'eval_interv_acc': 0.6721144024514811, 'eval_interv_precision': 0.650506048501738, 'eval_interv_recall': 0.6721144024514811, 'eval_interv_f1': 0.6590367860111357, 'eval_priority_acc': 0.6629213483146067, 'eval_priority_precision': 0.6235896088858393, 'eval_priority_recall': 0.6629213483146067, 'eval_priority_f1': 0.6341838877400859, 'eval_runtime': 5.2914, 'eval_samples_per_second': 185.016, 'eval_steps_per_second': 11.717, 'epoch': 10.0}
{'loss': 2.3645, 'grad_norm': 17.683656692504883, 'learning_rate': 3.0641258318209323e-06, 'epoch': 10.16}
{'loss': 2.2716, 'grad_norm': 16.218074798583984, 'learning_rate': 2.7616454930429527e-06, 'epoch': 10.34}
{'loss': 2.344, 'grad_norm': 24.61964988708496, 'learning_rate': 2.459165154264973e-06, 'epoch': 10.53}
{'loss': 2.2864, 'grad_norm': 21.97004508972168, 'learning_rate': 2.1566848154869937e-06, 'epoch': 10.71}
{'loss': 2.3358, 'grad_norm': 22.808115005493164, 'learning_rate': 1.854204476709014e-06, 'epoch': 10.89}


  0%|          | 0/62 [00:00<?, ?it/s]

  5%|▍         | 3/62 [00:00<00:03, 17.54it/s]

  8%|▊         | 5/62 [00:00<00:04, 14.05it/s]

 11%|█▏        | 7/62 [00:00<00:04, 12.95it/s]

 15%|█▍        | 9/62 [00:00<00:04, 12.43it/s]

 18%|█▊        | 11/62 [00:00<00:04, 12.10it/s]

 21%|██        | 13/62 [00:01<00:04, 11.91it/s]

 24%|██▍       | 15/62 [00:01<00:03, 11.82it/s]

 27%|██▋       | 17/62 [00:01<00:03, 11.76it/s]

 31%|███       | 19/62 [00:01<00:03, 11.71it/s]

 34%|███▍      | 21/62 [00:01<00:03, 11.68it/s]

 37%|███▋      | 23/62 [00:01<00:03, 11.64it/s]

 40%|████      | 25/62 [00:02<00:03, 11.62it/s]

 44%|████▎     | 27/62 [00:02<00:03, 11.61it/s]

 47%|████▋     | 29/62 [00:02<00:02, 11.61it/s]

 50%|█████     | 31/62 [00:02<00:02, 11.61it/s]

 53%|█████▎    | 33/62 [00:02<00:02, 11.60it/s]

 56%|█████▋    | 35/62 [00:02<00:02, 11.59it/s]

 60%|█████▉    | 37/62 [00:03<00:02, 11.59it/s]

 63%|██████▎   | 39/62 [00:03<00:01, 11.59it/s]

 66%|██████▌   | 41/62 [00:03<00:01, 11.59it/s]

 69%|██████▉   | 43/62 [00:03<00:01, 11.60it/s]

 73%|███████▎  | 45/62 [00:03<00:01, 11.60it/s]

 76%|███████▌  | 47/62 [00:03<00:01, 11.59it/s]

 79%|███████▉  | 49/62 [00:04<00:01, 11.59it/s]

 82%|████████▏ | 51/62 [00:04<00:00, 11.59it/s]

 85%|████████▌ | 53/62 [00:04<00:00, 11.59it/s]

 89%|████████▊ | 55/62 [00:04<00:00, 11.59it/s]

 92%|█████████▏| 57/62 [00:04<00:00, 11.59it/s]

 95%|█████████▌| 59/62 [00:05<00:00, 11.59it/s]

 98%|█████████▊| 61/62 [00:05<00:00, 11.59it/s]
                                                   

                                               

 92%|█████████▏| 6061/6612 [31:17<02:25,  3.79it/s]

100%|██████████| 62/62 [00:05<00:00, 11.59it/s]

                                               
 92%|█████████▏| 6062/6612 [31:18<18:30,  2.02s/it]
 92%|█████████▏| 6063/6612 [31:18<13:44,  1.50s/it]
 92%|█████████▏| 6064/6612 [31:19<10:24,  1.14s/it]
 92%|█████████▏| 6065/6612 [31:19<08:04,  1.13it/s]
 92%|█████████▏| 6066/6612 [31:19<06:27,  1.41it/s]
 92%|█████████▏| 6067/6612 [31:19<05:18,  1.71it/s]
 92%|█████████▏| 6068/6612 [31:20<04:30,  2.01it/s]
 92%|█████████▏| 6069/6612 [31:20<03:57,  2.29it/s]
 92%|█████████▏| 6070/6612 [31:20<03:33,  2.54it/s]
 92%|█████████▏| 6071/6612 [31:21<03:17,  2.74it/s]
 92%|█████████▏| 6072/6612 [31:21<03:05,  2.91it/s]
 92%|█████████▏| 6073/6612 [31:21<02:57,  3.04it/s]
 92%|█████████▏| 6074/6612 [31:22<02:51,  3.14it/s]
 92%|█████████▏| 6075/6612 [31:22<02:46,  3.22it/s]
 92%|█████████▏| 6076/6612 [31:22<02:43,  3.28it/s]
 92%|█████████▏| 6077/6612 [31:22<02:41,  3.32it/s]
 92%|█████████▏| 6078/6612 [31:23<02:39,  3.34it/s]
 92%|█████████▏| 6079/6612 [31:23<02:39,  3.35it/s]
 92%|█████████▏| 6080/6612 [31:23<02:38,  3.36it/s]
 92%|█████████▏| 6081/6612 [31:24<02:37,  3.37it/s]
 92%|█████████▏| 6082/6612 [31:24<02:36,  3.38it/s]
 92%|█████████▏| 6083/6612 [31:24<02:36,  3.39it/s]
 92%|█████████▏| 6084/6612 [31:24<02:35,  3.39it/s]
 92%|█████████▏| 6085/6612 [31:25<02:35,  3.39it/s]
 92%|█████████▏| 6086/6612 [31:25<02:35,  3.39it/s]
 92%|█████████▏| 6087/6612 [31:25<02:35,  3.38it/s]
 92%|█████████▏| 6088/6612 [31:26<02:34,  3.39it/s]
 92%|█████████▏| 6089/6612 [31:26<02:34,  3.39it/s]
 92%|█████████▏| 6090/6612 [31:26<02:33,  3.40it/s]
 92%|█████████▏| 6091/6612 [31:27<02:33,  3.40it/s]
 92%|█████████▏| 6092/6612 [31:27<02:34,  3.38it/s]
 92%|█████████▏| 6093/6612 [31:27<02:33,  3.38it/s]
 92%|█████████▏| 6094/6612 [31:27<02:32,  3.39it/s]
 92%|█████████▏| 6095/6612 [31:28<02:32,  3.40it/s]
 92%|█████████▏| 6096/6612 [31:28<02:32,  3.38it/s]
 92%|█████████▏| 6097/6612 [31:28<02:32,  3.39it/s]
 92%|█████████▏| 6098/6612 [31:29<02:31,  3.39it/s]
 92%|█████████▏| 6099/6612 [31:29<02:31,  3.39it/s]
 92%|█████████▏| 6100/6612 [31:29<02:31,  3.39it/s]
                                                   

 92%|█████████▏| 6100/6612 [31:29<02:31,  3.39it/s]
 92%|█████████▏| 6101/6612 [31:30<02:33,  3.32it/s]
 92%|█████████▏| 6102/6612 [31:30<02:32,  3.34it/s]
 92%|█████████▏| 6103/6612 [31:30<02:31,  3.37it/s]
 92%|█████████▏| 6104/6612 [31:30<02:30,  3.37it/s]
 92%|█████████▏| 6105/6612 [31:31<02:30,  3.38it/s]
 92%|█████████▏| 6106/6612 [31:31<02:29,  3.38it/s]
 92%|█████████▏| 6107/6612 [31:31<02:29,  3.38it/s]
 92%|█████████▏| 6108/6612 [31:32<02:28,  3.38it/s]
 92%|█████████▏| 6109/6612 [31:32<02:29,  3.37it/s]
 92%|█████████▏| 6110/6612 [31:32<02:28,  3.38it/s]
 92%|█████████▏| 6111/6612 [31:32<02:27,  3.39it/s]
 92%|█████████▏| 6112/6612 [31:33<02:27,  3.39it/s]
 92%|█████████▏| 6113/6612 [31:33<02:27,  3.39it/s]
 92%|█████████▏| 6114/6612 [31:33<02:26,  3.40it/s]
 92%|█████████▏| 6115/6612 [31:34<02:26,  3.40it/s]
 92%|█████████▏| 6116/6612 [31:34<02:25,  3.40it/s]
 93%|█████████▎| 6117/6612 [31:34<02:25,  3.40it/s]
 93%|█████████▎| 6118/6612 [31:35<02:25,  3.40it/s]
 93%|█████████▎| 6119/6612 [31:35<02:25,  3.39it/s]
 93%|█████████▎| 6120/6612 [31:35<02:25,  3.39it/s]
 93%|█████████▎| 6121/6612 [31:35<02:24,  3.39it/s]
 93%|█████████▎| 6122/6612 [31:36<02:24,  3.40it/s]
 93%|█████████▎| 6123/6612 [31:36<02:24,  3.39it/s]
 93%|█████████▎| 6124/6612 [31:36<02:23,  3.39it/s]
 93%|█████████▎| 6125/6612 [31:37<02:23,  3.39it/s]
 93%|█████████▎| 6126/6612 [31:37<02:23,  3.39it/s]
 93%|█████████▎| 6127/6612 [31:37<02:23,  3.39it/s]
 93%|█████████▎| 6128/6612 [31:37<02:23,  3.38it/s]
 93%|█████████▎| 6129/6612 [31:38<02:22,  3.38it/s]
 93%|█████████▎| 6130/6612 [31:38<02:22,  3.39it/s]
 93%|█████████▎| 6131/6612 [31:38<02:21,  3.39it/s]
 93%|█████████▎| 6132/6612 [31:39<02:21,  3.38it/s]
 93%|█████████▎| 6133/6612 [31:39<02:21,  3.38it/s]
 93%|█████████▎| 6134/6612 [31:39<02:21,  3.39it/s]
 93%|█████████▎| 6135/6612 [31:40<02:20,  3.39it/s]
 93%|█████████▎| 6136/6612 [31:40<02:20,  3.39it/s]
 93%|█████████▎| 6137/6612 [31:40<02:20,  3.37it/s]
 93%|█████████▎| 6138/6612 [31:40<02:20,  3.37it/s]
 93%|█████████▎| 6139/6612 [31:41<02:19,  3.39it/s]
 93%|█████████▎| 6140/6612 [31:41<02:19,  3.39it/s]
 93%|█████████▎| 6141/6612 [31:41<02:19,  3.38it/s]
 93%|█████████▎| 6142/6612 [31:42<02:18,  3.39it/s]
 93%|█████████▎| 6143/6612 [31:42<02:18,  3.39it/s]
 93%|█████████▎| 6144/6612 [31:42<02:17,  3.40it/s]
 93%|█████████▎| 6145/6612 [31:42<02:17,  3.40it/s]
 93%|█████████▎| 6146/6612 [31:43<02:17,  3.38it/s]
 93%|█████████▎| 6147/6612 [31:43<02:17,  3.38it/s]
 93%|█████████▎| 6148/6612 [31:43<02:17,  3.38it/s]
 93%|█████████▎| 6149/6612 [31:44<02:16,  3.40it/s]
 93%|█████████▎| 6150/6612 [31:44<02:16,  3.40it/s]
 93%|█████████▎| 6151/6612 [31:44<02:15,  3.40it/s]
 93%|█████████▎| 6152/6612 [31:45<02:15,  3.40it/s]
 93%|█████████▎| 6153/6612 [31:45<02:15,  3.40it/s]
 93%|█████████▎| 6154/6612 [31:45<02:14,  3.40it/s]
 93%|█████████▎| 6155/6612 [31:45<02:14,  3.39it/s]
 93%|█████████▎| 6156/6612 [31:46<02:14,  3.39it/s]
 93%|█████████▎| 6157/6612 [31:46<02:13,  3.40it/s]
 93%|█████████▎| 6158/6612 [31:46<02:13,  3.40it/s]
 93%|█████████▎| 6159/6612 [31:47<02:13,  3.39it/s]
 93%|█████████▎| 6160/6612 [31:47<02:13,  3.39it/s]
 93%|█████████▎| 6161/6612 [31:47<02:13,  3.38it/s]
 93%|█████████▎| 6162/6612 [31:48<02:12,  3.39it/s]
 93%|█████████▎| 6163/6612 [31:48<02:12,  3.39it/s]
 93%|█████████▎| 6164/6612 [31:48<02:12,  3.39it/s]
 93%|█████████▎| 6165/6612 [31:48<02:12,  3.38it/s]
 93%|█████████▎| 6166/6612 [31:49<02:11,  3.39it/s]
 93%|█████████▎| 6167/6612 [31:49<02:11,  3.39it/s]
 93%|█████████▎| 6168/6612 [31:49<02:10,  3.39it/s]
 93%|█████████▎| 6169/6612 [31:50<02:10,  3.39it/s]
 93%|█████████▎| 6170/6612 [31:50<02:10,  3.40it/s]
 93%|█████████▎| 6171/6612 [31:50<02:09,  3.39it/s]
 93%|█████████▎| 6172/6612 [31:50<02:09,  3.40it/s]
 93%|█████████▎| 6173/6612 [31:51<02:09,  3.40it/s]
 93%|█████████▎| 6174/6612 [31:51<02:09,  3.39it/s]
 93%|█████████▎| 6175/6612 [31:51<02:08,  3.39it/s]
 93%|█████████▎| 6176/6612 [31:52<02:08,  3.39it/s]
 93%|█████████▎| 6177/6612 [31:52<02:08,  3.40it/s]
 93%|█████████▎| 6178/6612 [31:52<02:07,  3.39it/s]
 93%|█████████▎| 6179/6612 [31:53<02:07,  3.40it/s]
 93%|█████████▎| 6180/6612 [31:53<02:07,  3.39it/s]
 93%|█████████▎| 6181/6612 [31:53<02:07,  3.39it/s]
 93%|█████████▎| 6182/6612 [31:53<02:06,  3.39it/s]
 94%|█████████▎| 6183/6612 [31:54<02:06,  3.39it/s]
 94%|█████████▎| 6184/6612 [31:54<02:06,  3.38it/s]
 94%|█████████▎| 6185/6612 [31:54<02:05,  3.39it/s]
 94%|█████████▎| 6186/6612 [31:55<02:05,  3.39it/s]
 94%|█████████▎| 6187/6612 [31:55<02:05,  3.39it/s]
 94%|█████████▎| 6188/6612 [31:55<02:05,  3.39it/s]
 94%|█████████▎| 6189/6612 [31:55<02:04,  3.39it/s]
 94%|█████████▎| 6190/6612 [31:56<02:04,  3.39it/s]
 94%|█████████▎| 6191/6612 [31:56<02:04,  3.39it/s]
 94%|█████████▎| 6192/6612 [31:56<02:03,  3.39it/s]
 94%|█████████▎| 6193/6612 [31:57<02:03,  3.39it/s]
 94%|█████████▎| 6194/6612 [31:57<02:03,  3.39it/s]
 94%|█████████▎| 6195/6612 [31:57<02:02,  3.40it/s]
 94%|█████████▎| 6196/6612 [31:58<02:02,  3.41it/s]
 94%|█████████▎| 6197/6612 [31:58<02:01,  3.41it/s]
 94%|█████████▎| 6198/6612 [31:58<02:01,  3.41it/s]
 94%|█████████▍| 6199/6612 [31:58<02:01,  3.40it/s]
 94%|█████████▍| 6200/6612 [31:59<02:01,  3.40it/s]
                                                   

 94%|█████████▍| 6200/6612 [31:59<02:01,  3.40it/s]
 94%|█████████▍| 6201/6612 [31:59<02:03,  3.33it/s]
 94%|█████████▍| 6202/6612 [31:59<02:02,  3.35it/s]
 94%|█████████▍| 6203/6612 [32:00<02:01,  3.36it/s]
 94%|█████████▍| 6204/6612 [32:00<02:00,  3.37it/s]
 94%|█████████▍| 6205/6612 [32:00<02:00,  3.38it/s]
 94%|█████████▍| 6206/6612 [32:00<02:00,  3.38it/s]
 94%|█████████▍| 6207/6612 [32:01<01:59,  3.38it/s]
 94%|█████████▍| 6208/6612 [32:01<01:59,  3.38it/s]
 94%|█████████▍| 6209/6612 [32:01<01:58,  3.40it/s]
 94%|█████████▍| 6210/6612 [32:02<01:58,  3.39it/s]
 94%|█████████▍| 6211/6612 [32:02<01:58,  3.38it/s]
 94%|█████████▍| 6212/6612 [32:02<01:57,  3.40it/s]
 94%|█████████▍| 6213/6612 [32:03<01:57,  3.39it/s]
 94%|█████████▍| 6214/6612 [32:03<01:57,  3.39it/s]
 94%|█████████▍| 6215/6612 [32:03<01:56,  3.39it/s]
 94%|█████████▍| 6216/6612 [32:03<01:56,  3.39it/s]
 94%|█████████▍| 6217/6612 [32:04<01:56,  3.39it/s]
 94%|█████████▍| 6218/6612 [32:04<01:56,  3.40it/s]
 94%|█████████▍| 6219/6612 [32:04<01:55,  3.40it/s]
 94%|█████████▍| 6220/6612 [32:05<01:55,  3.40it/s]
 94%|█████████▍| 6221/6612 [32:05<01:55,  3.40it/s]
 94%|█████████▍| 6222/6612 [32:05<01:54,  3.39it/s]
 94%|█████████▍| 6223/6612 [32:06<01:54,  3.40it/s]
 94%|█████████▍| 6224/6612 [32:06<01:53,  3.41it/s]
 94%|█████████▍| 6225/6612 [32:06<01:53,  3.40it/s]
 94%|█████████▍| 6226/6612 [32:06<01:53,  3.40it/s]
 94%|█████████▍| 6227/6612 [32:07<01:53,  3.39it/s]
 94%|█████████▍| 6228/6612 [32:07<01:53,  3.39it/s]
 94%|█████████▍| 6229/6612 [32:07<01:52,  3.39it/s]
 94%|█████████▍| 6230/6612 [32:08<01:53,  3.38it/s]
 94%|█████████▍| 6231/6612 [32:08<01:52,  3.38it/s]
 94%|█████████▍| 6232/6612 [32:08<01:52,  3.38it/s]
 94%|█████████▍| 6233/6612 [32:08<01:51,  3.39it/s]
 94%|█████████▍| 6234/6612 [32:09<01:51,  3.39it/s]
 94%|█████████▍| 6235/6612 [32:09<01:51,  3.39it/s]
 94%|█████████▍| 6236/6612 [32:09<01:50,  3.39it/s]
 94%|█████████▍| 6237/6612 [32:10<01:50,  3.40it/s]
 94%|█████████▍| 6238/6612 [32:10<01:50,  3.40it/s]
 94%|█████████▍| 6239/6612 [32:10<01:49,  3.39it/s]
 94%|█████████▍| 6240/6612 [32:11<01:49,  3.40it/s]
 94%|█████████▍| 6241/6612 [32:11<01:49,  3.39it/s]
 94%|█████████▍| 6242/6612 [32:11<01:48,  3.40it/s]
 94%|█████████▍| 6243/6612 [32:11<01:48,  3.40it/s]
 94%|█████████▍| 6244/6612 [32:12<01:48,  3.39it/s]
 94%|█████████▍| 6245/6612 [32:12<01:48,  3.39it/s]
 94%|█████████▍| 6246/6612 [32:12<01:47,  3.39it/s]
 94%|█████████▍| 6247/6612 [32:13<01:47,  3.39it/s]
 94%|█████████▍| 6248/6612 [32:13<01:47,  3.39it/s]
 95%|█████████▍| 6249/6612 [32:13<01:47,  3.38it/s]
 95%|█████████▍| 6250/6612 [32:13<01:46,  3.39it/s]
 95%|█████████▍| 6251/6612 [32:14<01:46,  3.40it/s]
 95%|█████████▍| 6252/6612 [32:14<01:45,  3.40it/s]
 95%|█████████▍| 6253/6612 [32:14<01:45,  3.40it/s]
 95%|█████████▍| 6254/6612 [32:15<01:45,  3.40it/s]
 95%|█████████▍| 6255/6612 [32:15<01:45,  3.40it/s]
 95%|█████████▍| 6256/6612 [32:15<01:44,  3.39it/s]
 95%|█████████▍| 6257/6612 [32:16<01:44,  3.40it/s]
 95%|█████████▍| 6258/6612 [32:16<01:44,  3.39it/s]
 95%|█████████▍| 6259/6612 [32:16<01:43,  3.40it/s]
 95%|█████████▍| 6260/6612 [32:16<01:43,  3.39it/s]
 95%|█████████▍| 6261/6612 [32:17<01:43,  3.40it/s]
 95%|█████████▍| 6262/6612 [32:17<01:42,  3.40it/s]
 95%|█████████▍| 6263/6612 [32:17<01:42,  3.40it/s]
 95%|█████████▍| 6264/6612 [32:18<01:42,  3.40it/s]
 95%|█████████▍| 6265/6612 [32:18<01:42,  3.40it/s]
 95%|█████████▍| 6266/6612 [32:18<01:41,  3.40it/s]
 95%|█████████▍| 6267/6612 [32:18<01:41,  3.40it/s]
 95%|█████████▍| 6268/6612 [32:19<01:41,  3.39it/s]
 95%|█████████▍| 6269/6612 [32:19<01:41,  3.39it/s]
 95%|█████████▍| 6270/6612 [32:19<01:40,  3.39it/s]
 95%|█████████▍| 6271/6612 [32:20<01:40,  3.39it/s]
 95%|█████████▍| 6272/6612 [32:20<01:40,  3.39it/s]
 95%|█████████▍| 6273/6612 [32:20<01:39,  3.40it/s]
 95%|█████████▍| 6274/6612 [32:21<01:39,  3.40it/s]
 95%|█████████▍| 6275/6612 [32:21<01:39,  3.40it/s]
 95%|█████████▍| 6276/6612 [32:21<01:39,  3.39it/s]
 95%|█████████▍| 6277/6612 [32:21<01:38,  3.39it/s]
 95%|█████████▍| 6278/6612 [32:22<01:38,  3.39it/s]
 95%|█████████▍| 6279/6612 [32:22<01:38,  3.39it/s]
 95%|█████████▍| 6280/6612 [32:22<01:37,  3.41it/s]
 95%|█████████▍| 6281/6612 [32:23<01:37,  3.40it/s]
 95%|█████████▌| 6282/6612 [32:23<01:37,  3.39it/s]
 95%|█████████▌| 6283/6612 [32:23<01:36,  3.40it/s]
 95%|█████████▌| 6284/6612 [32:23<01:36,  3.39it/s]
 95%|█████████▌| 6285/6612 [32:24<01:36,  3.40it/s]
 95%|█████████▌| 6286/6612 [32:24<01:35,  3.40it/s]
 95%|█████████▌| 6287/6612 [32:24<01:35,  3.39it/s]
 95%|█████████▌| 6288/6612 [32:25<01:35,  3.38it/s]
 95%|█████████▌| 6289/6612 [32:25<01:35,  3.39it/s]
 95%|█████████▌| 6290/6612 [32:25<01:35,  3.39it/s]
 95%|█████████▌| 6291/6612 [32:26<01:34,  3.39it/s]
 95%|█████████▌| 6292/6612 [32:26<01:34,  3.39it/s]
 95%|█████████▌| 6293/6612 [32:26<01:33,  3.39it/s]
 95%|█████████▌| 6294/6612 [32:26<01:33,  3.40it/s]
 95%|█████████▌| 6295/6612 [32:27<01:33,  3.40it/s]
 95%|█████████▌| 6296/6612 [32:27<01:33,  3.40it/s]
 95%|█████████▌| 6297/6612 [32:27<01:32,  3.39it/s]
 95%|█████████▌| 6298/6612 [32:28<01:32,  3.40it/s]
 95%|█████████▌| 6299/6612 [32:28<01:32,  3.40it/s]
 95%|█████████▌| 6300/6612 [32:28<01:31,  3.40it/s]
                                                   

 95%|█████████▌| 6300/6612 [32:28<01:31,  3.40it/s]
 95%|█████████▌| 6301/6612 [32:28<01:33,  3.33it/s]
 95%|█████████▌| 6302/6612 [32:29<01:32,  3.35it/s]
 95%|█████████▌| 6303/6612 [32:29<01:31,  3.36it/s]
 95%|█████████▌| 6304/6612 [32:29<01:31,  3.37it/s]
 95%|█████████▌| 6305/6612 [32:30<01:31,  3.36it/s]
 95%|█████████▌| 6306/6612 [32:30<01:30,  3.37it/s]
 95%|█████████▌| 6307/6612 [32:30<01:30,  3.38it/s]
 95%|█████████▌| 6308/6612 [32:31<01:29,  3.39it/s]
 95%|█████████▌| 6309/6612 [32:31<01:29,  3.39it/s]
 95%|█████████▌| 6310/6612 [32:31<01:29,  3.39it/s]
 95%|█████████▌| 6311/6612 [32:31<01:28,  3.39it/s]
 95%|█████████▌| 6312/6612 [32:32<01:28,  3.40it/s]
 95%|█████████▌| 6313/6612 [32:32<01:27,  3.40it/s]
 95%|█████████▌| 6314/6612 [32:32<01:27,  3.39it/s]
 96%|█████████▌| 6315/6612 [32:33<01:27,  3.39it/s]
 96%|█████████▌| 6316/6612 [32:33<01:27,  3.39it/s]
 96%|█████████▌| 6317/6612 [32:33<01:27,  3.39it/s]
 96%|█████████▌| 6318/6612 [32:34<01:26,  3.39it/s]
 96%|█████████▌| 6319/6612 [32:34<01:26,  3.39it/s]
 96%|█████████▌| 6320/6612 [32:34<01:26,  3.39it/s]
 96%|█████████▌| 6321/6612 [32:34<01:25,  3.39it/s]
 96%|█████████▌| 6322/6612 [32:35<01:25,  3.39it/s]
 96%|█████████▌| 6323/6612 [32:35<01:25,  3.39it/s]
 96%|█████████▌| 6324/6612 [32:35<01:24,  3.40it/s]
 96%|█████████▌| 6325/6612 [32:36<01:24,  3.40it/s]
 96%|█████████▌| 6326/6612 [32:36<01:24,  3.40it/s]
 96%|█████████▌| 6327/6612 [32:36<01:23,  3.41it/s]
 96%|█████████▌| 6328/6612 [32:36<01:23,  3.40it/s]
 96%|█████████▌| 6329/6612 [32:37<01:23,  3.40it/s]
 96%|█████████▌| 6330/6612 [32:37<01:22,  3.40it/s]
 96%|█████████▌| 6331/6612 [32:37<01:22,  3.40it/s]
 96%|█████████▌| 6332/6612 [32:38<01:22,  3.40it/s]
 96%|█████████▌| 6333/6612 [32:38<01:22,  3.39it/s]
 96%|█████████▌| 6334/6612 [32:38<01:21,  3.39it/s]
 96%|█████████▌| 6335/6612 [32:39<01:21,  3.39it/s]
 96%|█████████▌| 6336/6612 [32:39<01:21,  3.40it/s]
 96%|█████████▌| 6337/6612 [32:39<01:20,  3.40it/s]
 96%|█████████▌| 6338/6612 [32:39<01:20,  3.39it/s]
 96%|█████████▌| 6339/6612 [32:40<01:20,  3.38it/s]
 96%|█████████▌| 6340/6612 [32:40<01:20,  3.39it/s]
 96%|█████████▌| 6341/6612 [32:40<01:19,  3.39it/s]
 96%|█████████▌| 6342/6612 [32:41<01:19,  3.39it/s]
 96%|█████████▌| 6343/6612 [32:41<01:19,  3.39it/s]
 96%|█████████▌| 6344/6612 [32:41<01:18,  3.39it/s]
 96%|█████████▌| 6345/6612 [32:41<01:18,  3.40it/s]
 96%|█████████▌| 6346/6612 [32:42<01:18,  3.40it/s]
 96%|█████████▌| 6347/6612 [32:42<01:17,  3.40it/s]
 96%|█████████▌| 6348/6612 [32:42<01:17,  3.39it/s]
 96%|█████████▌| 6349/6612 [32:43<01:17,  3.40it/s]
 96%|█████████▌| 6350/6612 [32:43<01:17,  3.40it/s]
 96%|█████████▌| 6351/6612 [32:43<01:16,  3.40it/s]
 96%|█████████▌| 6352/6612 [32:44<01:16,  3.39it/s]
 96%|█████████▌| 6353/6612 [32:44<01:16,  3.40it/s]
 96%|█████████▌| 6354/6612 [32:44<01:15,  3.40it/s]
 96%|█████████▌| 6355/6612 [32:44<01:15,  3.40it/s]
 96%|█████████▌| 6356/6612 [32:45<01:15,  3.40it/s]
 96%|█████████▌| 6357/6612 [32:45<01:15,  3.40it/s]
 96%|█████████▌| 6358/6612 [32:45<01:14,  3.40it/s]
 96%|█████████▌| 6359/6612 [32:46<01:14,  3.39it/s]
 96%|█████████▌| 6360/6612 [32:46<01:14,  3.40it/s]
 96%|█████████▌| 6361/6612 [32:46<01:13,  3.40it/s]
 96%|█████████▌| 6362/6612 [32:46<01:13,  3.39it/s]
 96%|█████████▌| 6363/6612 [32:47<01:13,  3.39it/s]
 96%|█████████▌| 6364/6612 [32:47<01:13,  3.40it/s]
 96%|█████████▋| 6365/6612 [32:47<01:12,  3.40it/s]
 96%|█████████▋| 6366/6612 [32:48<01:12,  3.40it/s]
 96%|█████████▋| 6367/6612 [32:48<01:12,  3.39it/s]
 96%|█████████▋| 6368/6612 [32:48<01:11,  3.39it/s]
 96%|█████████▋| 6369/6612 [32:49<01:11,  3.39it/s]
 96%|█████████▋| 6370/6612 [32:49<01:11,  3.41it/s]
 96%|█████████▋| 6371/6612 [32:49<01:10,  3.40it/s]
 96%|█████████▋| 6372/6612 [32:49<01:11,  3.38it/s]
 96%|█████████▋| 6373/6612 [32:50<01:10,  3.38it/s]
 96%|█████████▋| 6374/6612 [32:50<01:10,  3.39it/s]
 96%|█████████▋| 6375/6612 [32:50<01:09,  3.40it/s]
 96%|█████████▋| 6376/6612 [32:51<01:09,  3.39it/s]
 96%|█████████▋| 6377/6612 [32:51<01:09,  3.38it/s]
 96%|█████████▋| 6378/6612 [32:51<01:09,  3.39it/s]
 96%|█████████▋| 6379/6612 [32:51<01:08,  3.40it/s]
 96%|█████████▋| 6380/6612 [32:52<01:08,  3.39it/s]
 97%|█████████▋| 6381/6612 [32:52<01:08,  3.38it/s]
 97%|█████████▋| 6382/6612 [32:52<01:07,  3.39it/s]
 97%|█████████▋| 6383/6612 [32:53<01:07,  3.40it/s]
 97%|█████████▋| 6384/6612 [32:53<01:07,  3.40it/s]
 97%|█████████▋| 6385/6612 [32:53<01:06,  3.39it/s]
 97%|█████████▋| 6386/6612 [32:54<01:06,  3.39it/s]
 97%|█████████▋| 6387/6612 [32:54<01:06,  3.38it/s]
 97%|█████████▋| 6388/6612 [32:54<01:06,  3.39it/s]
 97%|█████████▋| 6389/6612 [32:54<01:05,  3.39it/s]
 97%|█████████▋| 6390/6612 [32:55<01:05,  3.39it/s]
 97%|█████████▋| 6391/6612 [32:55<01:05,  3.39it/s]
 97%|█████████▋| 6392/6612 [32:55<01:04,  3.39it/s]
 97%|█████████▋| 6393/6612 [32:56<01:04,  3.39it/s]
 97%|█████████▋| 6394/6612 [32:56<01:04,  3.40it/s]
 97%|█████████▋| 6395/6612 [32:56<01:03,  3.40it/s]
 97%|█████████▋| 6396/6612 [32:56<01:03,  3.39it/s]
 97%|█████████▋| 6397/6612 [32:57<01:03,  3.40it/s]
 97%|█████████▋| 6398/6612 [32:57<01:02,  3.40it/s]
 97%|█████████▋| 6399/6612 [32:57<01:02,  3.40it/s]
 97%|█████████▋| 6400/6612 [32:58<01:02,  3.39it/s]
                                                   

 97%|█████████▋| 6400/6612 [32:58<01:02,  3.39it/s]
 97%|█████████▋| 6401/6612 [32:58<01:03,  3.33it/s]
 97%|█████████▋| 6402/6612 [32:58<01:02,  3.34it/s]
 97%|█████████▋| 6403/6612 [32:59<01:02,  3.36it/s]
 97%|█████████▋| 6404/6612 [32:59<01:01,  3.37it/s]
 97%|█████████▋| 6405/6612 [32:59<01:01,  3.38it/s]
 97%|█████████▋| 6406/6612 [32:59<01:00,  3.38it/s]
 97%|█████████▋| 6407/6612 [33:00<01:00,  3.38it/s]
 97%|█████████▋| 6408/6612 [33:00<01:00,  3.38it/s]
 97%|█████████▋| 6409/6612 [33:00<00:59,  3.39it/s]
 97%|█████████▋| 6410/6612 [33:01<00:59,  3.39it/s]
 97%|█████████▋| 6411/6612 [33:01<00:59,  3.40it/s]
 97%|█████████▋| 6412/6612 [33:01<00:59,  3.39it/s]
 97%|█████████▋| 6413/6612 [33:02<00:58,  3.39it/s]
 97%|█████████▋| 6414/6612 [33:02<00:58,  3.39it/s]
 97%|█████████▋| 6415/6612 [33:02<00:58,  3.39it/s]
 97%|█████████▋| 6416/6612 [33:02<00:57,  3.39it/s]
 97%|█████████▋| 6417/6612 [33:03<00:57,  3.39it/s]
 97%|█████████▋| 6418/6612 [33:03<00:57,  3.39it/s]
 97%|█████████▋| 6419/6612 [33:03<00:56,  3.39it/s]
 97%|█████████▋| 6420/6612 [33:04<00:56,  3.41it/s]
 97%|█████████▋| 6421/6612 [33:04<00:56,  3.41it/s]
 97%|█████████▋| 6422/6612 [33:04<00:55,  3.40it/s]
 97%|█████████▋| 6423/6612 [33:04<00:55,  3.39it/s]
 97%|█████████▋| 6424/6612 [33:05<00:55,  3.39it/s]
 97%|█████████▋| 6425/6612 [33:05<00:55,  3.40it/s]
 97%|█████████▋| 6426/6612 [33:05<00:54,  3.39it/s]
 97%|█████████▋| 6427/6612 [33:06<00:54,  3.39it/s]
 97%|█████████▋| 6428/6612 [33:06<00:54,  3.40it/s]
 97%|█████████▋| 6429/6612 [33:06<00:53,  3.40it/s]
 97%|█████████▋| 6430/6612 [33:07<00:53,  3.40it/s]
 97%|█████████▋| 6431/6612 [33:07<00:53,  3.40it/s]
 97%|█████████▋| 6432/6612 [33:07<00:52,  3.40it/s]
 97%|█████████▋| 6433/6612 [33:07<00:52,  3.41it/s]
 97%|█████████▋| 6434/6612 [33:08<00:52,  3.41it/s]
 97%|█████████▋| 6435/6612 [33:08<00:52,  3.40it/s]
 97%|█████████▋| 6436/6612 [33:08<00:51,  3.40it/s]
 97%|█████████▋| 6437/6612 [33:09<00:51,  3.39it/s]
 97%|█████████▋| 6438/6612 [33:09<00:51,  3.39it/s]
 97%|█████████▋| 6439/6612 [33:09<00:51,  3.39it/s]
 97%|█████████▋| 6440/6612 [33:09<00:50,  3.40it/s]
 97%|█████████▋| 6441/6612 [33:10<00:50,  3.40it/s]
 97%|█████████▋| 6442/6612 [33:10<00:50,  3.40it/s]
 97%|█████████▋| 6443/6612 [33:10<00:49,  3.40it/s]
 97%|█████████▋| 6444/6612 [33:11<00:49,  3.40it/s]
 97%|█████████▋| 6445/6612 [33:11<00:49,  3.40it/s]
 97%|█████████▋| 6446/6612 [33:11<00:48,  3.40it/s]
 98%|█████████▊| 6447/6612 [33:12<00:48,  3.40it/s]
 98%|█████████▊| 6448/6612 [33:12<00:48,  3.40it/s]
 98%|█████████▊| 6449/6612 [33:12<00:47,  3.40it/s]
 98%|█████████▊| 6450/6612 [33:12<00:47,  3.40it/s]
 98%|█████████▊| 6451/6612 [33:13<00:47,  3.39it/s]
 98%|█████████▊| 6452/6612 [33:13<00:47,  3.39it/s]
 98%|█████████▊| 6453/6612 [33:13<00:46,  3.40it/s]
 98%|█████████▊| 6454/6612 [33:14<00:46,  3.40it/s]
 98%|█████████▊| 6455/6612 [33:14<00:46,  3.40it/s]
 98%|█████████▊| 6456/6612 [33:14<00:45,  3.40it/s]
 98%|█████████▊| 6457/6612 [33:14<00:45,  3.39it/s]
 98%|█████████▊| 6458/6612 [33:15<00:45,  3.39it/s]
 98%|█████████▊| 6459/6612 [33:15<00:44,  3.41it/s]
 98%|█████████▊| 6460/6612 [33:15<00:44,  3.41it/s]
 98%|█████████▊| 6461/6612 [33:16<00:44,  3.40it/s]
 98%|█████████▊| 6462/6612 [33:16<00:44,  3.40it/s]
 98%|█████████▊| 6463/6612 [33:16<00:43,  3.39it/s]
 98%|█████████▊| 6464/6612 [33:17<00:43,  3.39it/s]
 98%|█████████▊| 6465/6612 [33:17<00:43,  3.39it/s]
 98%|█████████▊| 6466/6612 [33:17<00:43,  3.39it/s]
 98%|█████████▊| 6467/6612 [33:17<00:42,  3.39it/s]
 98%|█████████▊| 6468/6612 [33:18<00:42,  3.39it/s]
 98%|█████████▊| 6469/6612 [33:18<00:42,  3.40it/s]
 98%|█████████▊| 6470/6612 [33:18<00:41,  3.39it/s]
 98%|█████████▊| 6471/6612 [33:19<00:41,  3.38it/s]
 98%|█████████▊| 6472/6612 [33:19<00:41,  3.39it/s]
 98%|█████████▊| 6473/6612 [33:19<00:41,  3.39it/s]
 98%|█████████▊| 6474/6612 [33:19<00:40,  3.39it/s]
 98%|█████████▊| 6475/6612 [33:20<00:40,  3.39it/s]
 98%|█████████▊| 6476/6612 [33:20<00:40,  3.39it/s]
 98%|█████████▊| 6477/6612 [33:20<00:39,  3.40it/s]
 98%|█████████▊| 6478/6612 [33:21<00:39,  3.40it/s]
 98%|█████████▊| 6479/6612 [33:21<00:39,  3.40it/s]
 98%|█████████▊| 6480/6612 [33:21<00:38,  3.40it/s]
 98%|█████████▊| 6481/6612 [33:22<00:38,  3.40it/s]
 98%|█████████▊| 6482/6612 [33:22<00:38,  3.39it/s]
 98%|█████████▊| 6483/6612 [33:22<00:37,  3.40it/s]
 98%|█████████▊| 6484/6612 [33:22<00:37,  3.39it/s]
 98%|█████████▊| 6485/6612 [33:23<00:37,  3.40it/s]
 98%|█████████▊| 6486/6612 [33:23<00:37,  3.39it/s]
 98%|█████████▊| 6487/6612 [33:23<00:36,  3.40it/s]
 98%|█████████▊| 6488/6612 [33:24<00:36,  3.40it/s]
 98%|█████████▊| 6489/6612 [33:24<00:36,  3.40it/s]
 98%|█████████▊| 6490/6612 [33:24<00:35,  3.39it/s]
 98%|█████████▊| 6491/6612 [33:24<00:35,  3.39it/s]
 98%|█████████▊| 6492/6612 [33:25<00:35,  3.39it/s]
 98%|█████████▊| 6493/6612 [33:25<00:35,  3.39it/s]
 98%|█████████▊| 6494/6612 [33:25<00:34,  3.39it/s]
 98%|█████████▊| 6495/6612 [33:26<00:34,  3.39it/s]
 98%|█████████▊| 6496/6612 [33:26<00:34,  3.40it/s]
 98%|█████████▊| 6497/6612 [33:26<00:33,  3.40it/s]
 98%|█████████▊| 6498/6612 [33:27<00:33,  3.40it/s]
 98%|█████████▊| 6499/6612 [33:27<00:33,  3.40it/s]
 98%|█████████▊| 6500/6612 [33:27<00:32,  3.40it/s]
                                                   

 98%|█████████▊| 6500/6612 [33:27<00:32,  3.40it/s]
 98%|█████████▊| 6501/6612 [33:27<00:33,  3.33it/s]
 98%|█████████▊| 6502/6612 [33:28<00:32,  3.34it/s]
 98%|█████████▊| 6503/6612 [33:28<00:32,  3.36it/s]
 98%|█████████▊| 6504/6612 [33:28<00:32,  3.37it/s]
 98%|█████████▊| 6505/6612 [33:29<00:31,  3.38it/s]
 98%|█████████▊| 6506/6612 [33:29<00:31,  3.39it/s]
 98%|█████████▊| 6507/6612 [33:29<00:30,  3.39it/s]
 98%|█████████▊| 6508/6612 [33:30<00:30,  3.38it/s]
 98%|█████████▊| 6509/6612 [33:30<00:30,  3.39it/s]
 98%|█████████▊| 6510/6612 [33:30<00:30,  3.39it/s]
 98%|█████████▊| 6511/6612 [33:30<00:29,  3.39it/s]
 98%|█████████▊| 6512/6612 [33:31<00:29,  3.39it/s]
 99%|█████████▊| 6513/6612 [33:31<00:29,  3.40it/s]
 99%|█████████▊| 6514/6612 [33:31<00:28,  3.40it/s]
 99%|█████████▊| 6515/6612 [33:32<00:28,  3.41it/s]
 99%|█████████▊| 6516/6612 [33:32<00:28,  3.40it/s]
 99%|█████████▊| 6517/6612 [33:32<00:28,  3.39it/s]
 99%|█████████▊| 6518/6612 [33:32<00:27,  3.40it/s]
 99%|█████████▊| 6519/6612 [33:33<00:27,  3.38it/s]
 99%|█████████▊| 6520/6612 [33:33<00:27,  3.39it/s]
 99%|█████████▊| 6521/6612 [33:33<00:26,  3.39it/s]
 99%|█████████▊| 6522/6612 [33:34<00:26,  3.40it/s]
 99%|█████████▊| 6523/6612 [33:34<00:26,  3.39it/s]
 99%|█████████▊| 6524/6612 [33:34<00:25,  3.40it/s]
 99%|█████████▊| 6525/6612 [33:35<00:25,  3.40it/s]
 99%|█████████▊| 6526/6612 [33:35<00:25,  3.40it/s]
 99%|█████████▊| 6527/6612 [33:35<00:25,  3.40it/s]
 99%|█████████▊| 6528/6612 [33:35<00:24,  3.40it/s]
 99%|█████████▊| 6529/6612 [33:36<00:24,  3.40it/s]
 99%|█████████▉| 6530/6612 [33:36<00:24,  3.39it/s]
 99%|█████████▉| 6531/6612 [33:36<00:23,  3.39it/s]
 99%|█████████▉| 6532/6612 [33:37<00:23,  3.38it/s]
 99%|█████████▉| 6533/6612 [33:37<00:23,  3.39it/s]
 99%|█████████▉| 6534/6612 [33:37<00:23,  3.39it/s]
 99%|█████████▉| 6535/6612 [33:37<00:22,  3.39it/s]
 99%|█████████▉| 6536/6612 [33:38<00:22,  3.39it/s]
 99%|█████████▉| 6537/6612 [33:38<00:22,  3.38it/s]
 99%|█████████▉| 6538/6612 [33:38<00:21,  3.39it/s]
 99%|█████████▉| 6539/6612 [33:39<00:21,  3.39it/s]
 99%|█████████▉| 6540/6612 [33:39<00:21,  3.39it/s]
 99%|█████████▉| 6541/6612 [33:39<00:20,  3.39it/s]
 99%|█████████▉| 6542/6612 [33:40<00:20,  3.39it/s]
 99%|█████████▉| 6543/6612 [33:40<00:20,  3.39it/s]
 99%|█████████▉| 6544/6612 [33:40<00:20,  3.39it/s]
 99%|█████████▉| 6545/6612 [33:40<00:19,  3.39it/s]
 99%|█████████▉| 6546/6612 [33:41<00:19,  3.39it/s]
 99%|█████████▉| 6547/6612 [33:41<00:19,  3.39it/s]
 99%|█████████▉| 6548/6612 [33:41<00:18,  3.40it/s]
 99%|█████████▉| 6549/6612 [33:42<00:18,  3.39it/s]
 99%|█████████▉| 6550/6612 [33:42<00:18,  3.40it/s]
 99%|█████████▉| 6551/6612 [33:42<00:17,  3.39it/s]
 99%|█████████▉| 6552/6612 [33:42<00:17,  3.40it/s]
 99%|█████████▉| 6553/6612 [33:43<00:17,  3.40it/s]
 99%|█████████▉| 6554/6612 [33:43<00:17,  3.39it/s]
 99%|█████████▉| 6555/6612 [33:43<00:16,  3.39it/s]
 99%|█████████▉| 6556/6612 [33:44<00:16,  3.39it/s]
 99%|█████████▉| 6557/6612 [33:44<00:16,  3.39it/s]
 99%|█████████▉| 6558/6612 [33:44<00:15,  3.38it/s]
 99%|█████████▉| 6559/6612 [33:45<00:15,  3.39it/s]
 99%|█████████▉| 6560/6612 [33:45<00:15,  3.39it/s]
 99%|█████████▉| 6561/6612 [33:45<00:15,  3.39it/s]
 99%|█████████▉| 6562/6612 [33:45<00:14,  3.39it/s]
 99%|█████████▉| 6563/6612 [33:46<00:14,  3.39it/s]
 99%|█████████▉| 6564/6612 [33:46<00:14,  3.39it/s]
 99%|█████████▉| 6565/6612 [33:46<00:13,  3.39it/s]
 99%|█████████▉| 6566/6612 [33:47<00:13,  3.39it/s]
 99%|█████████▉| 6567/6612 [33:47<00:13,  3.39it/s]
 99%|█████████▉| 6568/6612 [33:47<00:13,  3.37it/s]
 99%|█████████▉| 6569/6612 [33:48<00:12,  3.38it/s]
 99%|█████████▉| 6570/6612 [33:48<00:12,  3.38it/s]
 99%|█████████▉| 6571/6612 [33:48<00:12,  3.40it/s]
 99%|█████████▉| 6572/6612 [33:48<00:11,  3.39it/s]
 99%|█████████▉| 6573/6612 [33:49<00:11,  3.38it/s]
 99%|█████████▉| 6574/6612 [33:49<00:11,  3.38it/s]
 99%|█████████▉| 6575/6612 [33:49<00:10,  3.38it/s]
 99%|█████████▉| 6576/6612 [33:50<00:10,  3.39it/s]
 99%|█████████▉| 6577/6612 [33:50<00:10,  3.37it/s]
 99%|█████████▉| 6578/6612 [33:50<00:10,  3.38it/s]
100%|█████████▉| 6579/6612 [33:50<00:09,  3.39it/s]
100%|█████████▉| 6580/6612 [33:51<00:09,  3.39it/s]
100%|█████████▉| 6581/6612 [33:51<00:09,  3.39it/s]
100%|█████████▉| 6582/6612 [33:51<00:08,  3.39it/s]
100%|█████████▉| 6583/6612 [33:52<00:08,  3.40it/s]
100%|█████████▉| 6584/6612 [33:52<00:08,  3.41it/s]
100%|█████████▉| 6585/6612 [33:52<00:07,  3.40it/s]
100%|█████████▉| 6586/6612 [33:53<00:07,  3.40it/s]
100%|█████████▉| 6587/6612 [33:53<00:07,  3.37it/s]
100%|█████████▉| 6588/6612 [33:53<00:07,  3.36it/s]
100%|█████████▉| 6589/6612 [33:53<00:06,  3.37it/s]
100%|█████████▉| 6590/6612 [33:54<00:06,  3.36it/s]
100%|█████████▉| 6591/6612 [33:54<00:06,  3.36it/s]
100%|█████████▉| 6592/6612 [33:54<00:05,  3.37it/s]
100%|█████████▉| 6593/6612 [33:55<00:05,  3.37it/s]
100%|█████████▉| 6594/6612 [33:55<00:05,  3.38it/s]
100%|█████████▉| 6595/6612 [33:55<00:05,  3.38it/s]
100%|█████████▉| 6596/6612 [33:55<00:04,  3.38it/s]
100%|█████████▉| 6597/6612 [33:56<00:04,  3.39it/s]
100%|█████████▉| 6598/6612 [33:56<00:04,  3.40it/s]
100%|█████████▉| 6599/6612 [33:56<00:03,  3.39it/s]
100%|█████████▉| 6600/6612 [33:57<00:03,  3.39it/s]
                                                   

100%|█████████▉| 6600/6612 [33:57<00:03,  3.39it/s]
100%|█████████▉| 6601/6612 [33:57<00:03,  3.32it/s]
100%|█████████▉| 6602/6612 [33:57<00:02,  3.34it/s]
100%|█████████▉| 6603/6612 [33:58<00:02,  3.34it/s]
100%|█████████▉| 6604/6612 [33:58<00:02,  3.32it/s]
100%|█████████▉| 6605/6612 [33:58<00:02,  3.31it/s]
100%|█████████▉| 6606/6612 [33:59<00:01,  3.07it/s]
100%|█████████▉| 6607/6612 [33:59<00:01,  2.80it/s]
100%|█████████▉| 6608/6612 [33:59<00:01,  2.68it/s]
100%|█████████▉| 6609/6612 [34:00<00:01,  2.61it/s]
100%|█████████▉| 6610/6612 [34:00<00:00,  2.56it/s]
100%|█████████▉| 6611/6612 [34:01<00:00,  2.51it/s]
100%|██████████| 6612/6612 [34:01<00:00,  2.80it/s]{'eval_avg_acc': 0.6570480081716037, 'eval_avg_precision': 0.6395819948517396, 'eval_avg_recall': 0.6570480081716037, 'eval_avg_f1': 0.6421489882551977, 'eval_main_acc': 0.710929519918284, 'eval_main_precision': 0.7010464178493915, 'eval_main_recall': 0.710929519918284, 'eval_main_f1': 0.7036037691452541, 'eval_sub_acc': 0.5771195097037793, 'eval_sub_precision': 0.5856504090830769, 'eval_sub_recall': 0.5771195097037793, 'eval_sub_f1': 0.5730196670911161, 'eval_interv_acc': 0.6772216547497446, 'eval_interv_precision': 0.6541816061478233, 'eval_interv_recall': 0.6772216547497446, 'eval_interv_f1': 0.6629101223677621, 'eval_priority_acc': 0.6629213483146067, 'eval_priority_precision': 0.6174495463266665, 'eval_priority_recall': 0.6629213483146067, 'eval_priority_f1': 0.6290623944166588, 'eval_runtime': 5.2994, 'eval_samples_per_second': 184.739, 'eval_steps_per_second': 11.7, 'epoch': 11.0}
{'loss': 2.2766, 'grad_norm': 31.797069549560547, 'learning_rate': 1.5517241379310346e-06, 'epoch': 11.07}
{'loss': 2.1794, 'grad_norm': 27.20286750793457, 'learning_rate': 1.249243799153055e-06, 'epoch': 11.25}
{'loss': 2.3038, 'grad_norm': 20.983129501342773, 'learning_rate': 9.467634603750757e-07, 'epoch': 11.43}
{'loss': 2.2522, 'grad_norm': 27.29282569885254, 'learning_rate': 6.442831215970963e-07, 'epoch': 11.62}
{'loss': 2.2279, 'grad_norm': 21.053974151611328, 'learning_rate': 3.418027828191168e-07, 'epoch': 11.8}
{'loss': 2.2345, 'grad_norm': 27.998193740844727, 'learning_rate': 3.932244404113733e-08, 'epoch': 11.98}


  0%|          | 0/62 [00:00<?, ?it/s]

  3%|▎         | 2/62 [00:00<00:03, 16.54it/s]

  6%|▋         | 4/62 [00:00<00:05, 10.44it/s]

 10%|▉         | 6/62 [00:00<00:05,  9.37it/s]

 13%|█▎        | 8/62 [00:00<00:06,  8.90it/s]

 15%|█▍        | 9/62 [00:00<00:06,  8.75it/s]

 16%|█▌        | 10/62 [00:01<00:06,  8.64it/s]

 18%|█▊        | 11/62 [00:01<00:05,  8.55it/s]

 19%|█▉        | 12/62 [00:01<00:05,  8.51it/s]

 21%|██        | 13/62 [00:01<00:05,  8.43it/s]

 23%|██▎       | 14/62 [00:01<00:05,  8.40it/s]

 24%|██▍       | 15/62 [00:01<00:05,  8.25it/s]

 26%|██▌       | 16/62 [00:01<00:05,  8.25it/s]

 27%|██▋       | 17/62 [00:01<00:05,  8.24it/s]

 29%|██▉       | 18/62 [00:02<00:05,  8.27it/s]

 31%|███       | 19/62 [00:02<00:05,  8.28it/s]

 32%|███▏      | 20/62 [00:02<00:05,  8.27it/s]

 34%|███▍      | 21/62 [00:02<00:06,  6.68it/s]

 35%|███▌      | 22/62 [00:02<00:05,  6.68it/s]

 37%|███▋      | 23/62 [00:02<00:05,  6.91it/s]

 39%|███▊      | 24/62 [00:02<00:05,  7.26it/s]

 40%|████      | 25/62 [00:03<00:04,  7.54it/s]

 42%|████▏     | 26/62 [00:03<00:04,  7.74it/s]

 44%|████▎     | 27/62 [00:03<00:04,  7.89it/s]

 45%|████▌     | 28/62 [00:03<00:04,  8.00it/s]

 47%|████▋     | 29/62 [00:03<00:04,  8.09it/s]

 48%|████▊     | 30/62 [00:03<00:03,  8.17it/s]

 50%|█████     | 31/62 [00:03<00:03,  8.19it/s]

 52%|█████▏    | 32/62 [00:03<00:03,  8.25it/s]

 53%|█████▎    | 33/62 [00:04<00:03,  8.27it/s]

 55%|█████▍    | 34/62 [00:04<00:03,  8.26it/s]

 56%|█████▋    | 35/62 [00:04<00:03,  8.26it/s]

 58%|█████▊    | 36/62 [00:04<00:03,  8.26it/s]

 60%|█████▉    | 37/62 [00:04<00:03,  8.27it/s]

 61%|██████▏   | 38/62 [00:04<00:02,  8.29it/s]

 63%|██████▎   | 39/62 [00:04<00:02,  8.26it/s]

 65%|██████▍   | 40/62 [00:04<00:02,  8.25it/s]

 68%|██████▊   | 42/62 [00:05<00:02,  8.93it/s]

 69%|██████▉   | 43/62 [00:05<00:02,  8.17it/s]

 71%|███████   | 44/62 [00:05<00:02,  7.60it/s]

 73%|███████▎  | 45/62 [00:05<00:02,  7.77it/s]

 74%|███████▍  | 46/62 [00:05<00:02,  7.90it/s]

 76%|███████▌  | 47/62 [00:05<00:01,  8.00it/s]

 77%|███████▋  | 48/62 [00:05<00:01,  8.08it/s]

 79%|███████▉  | 49/62 [00:05<00:01,  8.13it/s]

 81%|████████  | 50/62 [00:06<00:01,  8.16it/s]

 82%|████████▏ | 51/62 [00:06<00:01,  8.17it/s]

 84%|████████▍ | 52/62 [00:06<00:01,  8.20it/s]

 85%|████████▌ | 53/62 [00:06<00:01,  8.23it/s]

 87%|████████▋ | 54/62 [00:06<00:00,  8.23it/s]

 89%|████████▊ | 55/62 [00:06<00:00,  7.95it/s]

 90%|█████████ | 56/62 [00:06<00:00,  8.04it/s]

 92%|█████████▏| 57/62 [00:06<00:00,  8.10it/s]

 94%|█████████▎| 58/62 [00:07<00:00,  8.14it/s]

 95%|█████████▌| 59/62 [00:07<00:00,  8.17it/s]

 97%|█████████▋| 60/62 [00:07<00:00,  8.19it/s]

 98%|█████████▊| 61/62 [00:07<00:00,  8.22it/s]
                                                   

                                               

100%|██████████| 6612/6612 [34:09<00:00,  2.80it/s]

100%|██████████| 62/62 [00:07<00:00,  8.22it/s]

                                               
                                                   

100%|██████████| 6612/6612 [34:09<00:00,  2.80it/s]
100%|██████████| 6612/6612 [34:10<00:00,  3.22it/s]
{'eval_avg_acc': 0.6547497446373851, 'eval_avg_precision': 0.6391902296225433, 'eval_avg_recall': 0.6547497446373851, 'eval_avg_f1': 0.6415252203801691, 'eval_main_acc': 0.7119509703779366, 'eval_main_precision': 0.7074330551128643, 'eval_main_recall': 0.7119509703779366, 'eval_main_f1': 0.7057122312576722, 'eval_sub_acc': 0.5760980592441267, 'eval_sub_precision': 0.5811512455815515, 'eval_sub_recall': 0.5760980592441267, 'eval_sub_f1': 0.5709057727596365, 'eval_interv_acc': 0.6731358529111338, 'eval_interv_precision': 0.6509780211158839, 'eval_interv_recall': 0.6731358529111338, 'eval_interv_f1': 0.6599756835156314, 'eval_priority_acc': 0.6578140960163432, 'eval_priority_precision': 0.6171985966798736, 'eval_priority_recall': 0.6578140960163432, 'eval_priority_f1': 0.6295071939877362, 'eval_runtime': 7.6172, 'eval_samples_per_second': 128.526, 'eval_steps_per_second': 8.14, 'epoch': 12.0}
{'train_runtime': 2049.9321, 'train_samples_per_second': 51.572, 'train_steps_per_second': 3.225, 'train_loss': 3.548401413725422, 'epoch': 12.0}
🏃 View run ./results at: http://192.168.8.18:5000/#/experiments/13/runs/487af20bf3b64c6f94cdb6e108da93d8
🧪 View experiment at: http://192.168.8.18:5000/#/experiments/13

  0%|          | 0/62 [00:00<?, ?it/s]
  3%|▎         | 2/62 [00:00<00:03, 18.16it/s]
  6%|▋         | 4/62 [00:00<00:05, 11.32it/s]
 10%|▉         | 6/62 [00:00<00:06,  8.52it/s]
 11%|█▏        | 7/62 [00:00<00:06,  8.46it/s]
 13%|█▎        | 8/62 [00:00<00:06,  8.44it/s]
 15%|█▍        | 9/62 [00:00<00:06,  8.39it/s]
 16%|█▌        | 10/62 [00:01<00:06,  8.37it/s]
 18%|█▊        | 11/62 [00:01<00:06,  8.35it/s]
 19%|█▉        | 12/62 [00:01<00:05,  8.34it/s]
 21%|██        | 13/62 [00:01<00:05,  8.33it/s]
 23%|██▎       | 14/62 [00:01<00:05,  8.31it/s]
 24%|██▍       | 15/62 [00:01<00:05,  8.34it/s]
 26%|██▌       | 16/62 [00:01<00:05,  8.31it/s]
 27%|██▋       | 17/62 [00:01<00:05,  8.34it/s]
 29%|██▉       | 18/62 [00:02<00:05,  8.31it/s]
 31%|███       | 19/62 [00:02<00:05,  8.31it/s]
 32%|███▏      | 20/62 [00:02<00:05,  8.30it/s]
 34%|███▍      | 21/62 [00:02<00:04,  8.33it/s]
 35%|███▌      | 22/62 [00:02<00:04,  8.31it/s]
 37%|███▋      | 23/62 [00:02<00:04,  8.31it/s]
 39%|███▊      | 24/62 [00:02<00:04,  8.32it/s]
 40%|████      | 25/62 [00:02<00:04,  8.30it/s]
 42%|████▏     | 26/62 [00:03<00:05,  6.70it/s]
 44%|████▎     | 27/62 [00:03<00:05,  6.69it/s]
 45%|████▌     | 28/62 [00:03<00:04,  6.81it/s]
 47%|████▋     | 29/62 [00:03<00:04,  6.90it/s]
 48%|████▊     | 30/62 [00:03<00:04,  7.16it/s]
 50%|█████     | 31/62 [00:03<00:04,  7.45it/s]
 52%|█████▏    | 32/62 [00:03<00:03,  7.68it/s]
 53%|█████▎    | 33/62 [00:04<00:03,  7.84it/s]
 55%|█████▍    | 34/62 [00:04<00:03,  7.96it/s]
 56%|█████▋    | 35/62 [00:04<00:03,  8.05it/s]
 58%|█████▊    | 36/62 [00:04<00:03,  8.15it/s]
 60%|█████▉    | 37/62 [00:04<00:03,  8.20it/s]
 61%|██████▏   | 38/62 [00:04<00:02,  8.21it/s]
 63%|██████▎   | 39/62 [00:04<00:02,  8.23it/s]
 65%|██████▍   | 40/62 [00:04<00:02,  8.24it/s]
 66%|██████▌   | 41/62 [00:05<00:02,  8.25it/s]
 68%|██████▊   | 42/62 [00:05<00:02,  8.26it/s]
 69%|██████▉   | 43/62 [00:05<00:02,  8.26it/s]
 71%|███████   | 44/62 [00:05<00:02,  8.26it/s]
 73%|███████▎  | 45/62 [00:05<00:02,  8.26it/s]
 74%|███████▍  | 46/62 [00:05<00:01,  8.26it/s]
 76%|███████▌  | 47/62 [00:05<00:01,  8.25it/s]
 77%|███████▋  | 48/62 [00:05<00:01,  8.25it/s]
 79%|███████▉  | 49/62 [00:05<00:01,  8.26it/s]
 81%|████████  | 50/62 [00:06<00:01,  8.26it/s]
 82%|████████▏ | 51/62 [00:06<00:01,  8.26it/s]
 84%|████████▍ | 52/62 [00:06<00:01,  8.26it/s]
 85%|████████▌ | 53/62 [00:06<00:01,  8.27it/s]
 87%|████████▋ | 54/62 [00:06<00:00,  8.27it/s]
 89%|████████▊ | 55/62 [00:06<00:00,  8.28it/s]
 90%|█████████ | 56/62 [00:06<00:00,  8.29it/s]
 92%|█████████▏| 57/62 [00:06<00:00,  8.28it/s]
 94%|█████████▎| 58/62 [00:07<00:00,  8.28it/s]
 95%|█████████▌| 59/62 [00:07<00:00,  8.28it/s]
 97%|█████████▋| 60/62 [00:07<00:00,  8.27it/s]
 98%|█████████▊| 61/62 [00:07<00:00,  8.27it/s]
100%|██████████| 62/62 [00:07<00:00,  8.27it/s]

  0%|          | 0/62 [00:00<?, ?it/s]
  3%|▎         | 2/62 [00:00<00:03, 16.25it/s]
  6%|▋         | 4/62 [00:00<00:05, 10.30it/s]
 10%|▉         | 6/62 [00:00<00:06,  9.25it/s]
 13%|█▎        | 8/62 [00:00<00:06,  8.82it/s]
 15%|█▍        | 9/62 [00:00<00:06,  8.69it/s]
 16%|█▌        | 10/62 [00:01<00:06,  8.61it/s]
 18%|█▊        | 11/62 [00:01<00:05,  8.50it/s]
 19%|█▉        | 12/62 [00:01<00:05,  8.47it/s]
 21%|██        | 13/62 [00:01<00:05,  8.40it/s]
 23%|██▎       | 14/62 [00:01<00:06,  7.24it/s]
 24%|██▍       | 15/62 [00:01<00:06,  6.98it/s]
 26%|██▌       | 16/62 [00:01<00:06,  6.82it/s]
 27%|██▋       | 17/62 [00:02<00:06,  6.91it/s]
 29%|██▉       | 18/62 [00:02<00:06,  7.24it/s]
 31%|███       | 19/62 [00:02<00:05,  7.53it/s]
 32%|███▏      | 20/62 [00:02<00:05,  7.77it/s]
 34%|███▍      | 21/62 [00:02<00:05,  7.94it/s]
 35%|███▌      | 22/62 [00:02<00:04,  8.04it/s]
 37%|███▋      | 23/62 [00:02<00:04,  8.13it/s]
 39%|███▊      | 24/62 [00:02<00:04,  8.21it/s]
 40%|████      | 25/62 [00:03<00:04,  8.23it/s]
 42%|████▏     | 26/62 [00:03<00:04,  8.26it/s]
 44%|████▎     | 27/62 [00:03<00:04,  8.31it/s]
 45%|████▌     | 28/62 [00:03<00:04,  8.30it/s]
 48%|████▊     | 30/62 [00:03<00:03,  8.97it/s]
 50%|█████     | 31/62 [00:03<00:03,  8.01it/s]
 52%|█████▏    | 32/62 [00:03<00:03,  7.82it/s]
 53%|█████▎    | 33/62 [00:04<00:03,  7.79it/s]
 55%|█████▍    | 34/62 [00:04<00:03,  7.92it/s]
 56%|█████▋    | 35/62 [00:04<00:03,  8.02it/s]
 58%|█████▊    | 36/62 [00:04<00:03,  7.42it/s]
 60%|█████▉    | 37/62 [00:04<00:03,  6.71it/s]
 61%|██████▏   | 38/62 [00:04<00:03,  6.80it/s]
 63%|██████▎   | 39/62 [00:04<00:03,  7.20it/s]
 65%|██████▍   | 40/62 [00:05<00:02,  7.50it/s]
 66%|██████▌   | 41/62 [00:05<00:02,  7.73it/s]
 68%|██████▊   | 42/62 [00:05<00:02,  7.90it/s]
 69%|██████▉   | 43/62 [00:05<00:02,  8.02it/s]
 71%|███████   | 44/62 [00:05<00:02,  8.11it/s]
 73%|███████▎  | 45/62 [00:05<00:02,  8.24it/s]
 74%|███████▍  | 46/62 [00:05<00:01,  8.21it/s]
 76%|███████▌  | 47/62 [00:05<00:01,  8.24it/s]
 77%|███████▋  | 48/62 [00:05<00:01,  8.27it/s]
 79%|███████▉  | 49/62 [00:06<00:01,  8.29it/s]
 81%|████████  | 50/62 [00:06<00:01,  8.30it/s]
 82%|████████▏ | 51/62 [00:06<00:01,  8.29it/s]
 84%|████████▍ | 52/62 [00:06<00:01,  8.28it/s]
 85%|████████▌ | 53/62 [00:06<00:01,  6.69it/s]
 87%|████████▋ | 54/62 [00:06<00:01,  6.72it/s]
 89%|████████▊ | 55/62 [00:06<00:00,  7.12it/s]
 90%|█████████ | 56/62 [00:07<00:00,  7.43it/s]
 92%|█████████▏| 57/62 [00:07<00:00,  7.67it/s]
 94%|█████████▎| 58/62 [00:07<00:00,  7.87it/s]
 95%|█████████▌| 59/62 [00:07<00:00,  7.98it/s]
 97%|█████████▋| 60/62 [00:07<00:00,  8.06it/s]
 98%|█████████▊| 61/62 [00:07<00:00,  8.13it/s]
100%|██████████| 62/62 [00:07<00:00,  8.05it/s]
🏃 View run skittish-fly-114 at: http://192.168.8.18:5000/#/experiments/13/runs/0b4607ea961e44ada8f20104843966c6
🧪 View experiment at: http://192.168.8.18:5000/#/experiments/13