[Runner] - Start a new experiment
Loading model from HuggingFace Hub m-a-p/MERT-v1-95M
WARNING: feature_extractor_cqt requires the libray 'nnAudio'
[Featurizer] - Take a list of 13 features and weighted sum them.
[Featurizer] - The selected feature hidden_states's downsample rate is 320

overall:   0%|          | 0/4000 [00:00<?, ?it/s][LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.


word -> phonemes:   0%|          | 0/3515 [00:00<?, ?it/s]

word -> phonemes:   7%|▋         | 238/3515 [00:00<00:01, 2370.87it/s]

word -> phonemes:  14%|█▍        | 503/3515 [00:00<00:01, 2532.31it/s]

word -> phonemes:  22%|██▏       | 783/3515 [00:00<00:01, 2650.57it/s]

word -> phonemes:  30%|██▉       | 1049/3515 [00:00<00:01, 1963.61it/s]

word -> phonemes:  38%|███▊      | 1339/3515 [00:00<00:00, 2238.04it/s]

word -> phonemes:  46%|████▋     | 1626/3515 [00:00<00:00, 2422.30it/s]

word -> phonemes:  54%|█████▎    | 1884/3515 [00:00<00:00, 2427.35it/s]

word -> phonemes:  62%|██████▏   | 2177/3515 [00:00<00:00, 2574.16it/s]

word -> phonemes:  70%|██████▉   | 2443/3515 [00:01<00:00, 2536.01it/s]

word -> phonemes:  77%|███████▋  | 2705/3515 [00:01<00:00, 2558.29it/s]

word -> phonemes:  85%|████████▍ | 2973/3515 [00:01<00:00, 2593.14it/s]

word -> phonemes:  92%|█████████▏| 3248/3515 [00:01<00:00, 2639.24it/s]

word -> phonemes: 100%|██████████| 3515/3515 [00:01<00:00, 2642.14it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:01<00:00, 2497.16it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:   0%|          | 1/4000 [00:03<4:26:17,  4.00s/it]

train:   0%|          | 1/3515 [00:01<1:27:42,  1.50s/it]
overall:   0%|          | 2/4000 [00:04<2:08:07,  1.92s/it]

train:   0%|          | 2/3515 [00:01<52:22,  1.12it/s]  
overall:   0%|          | 3/4000 [00:05<1:25:55,  1.29s/it]

train:   0%|          | 3/3515 [00:02<42:47,  1.37it/s]
overall:   0%|          | 4/4000 [00:05<1:04:53,  1.03it/s]

train:   0%|          | 4/3515 [00:02<37:13,  1.57it/s]
overall:   0%|          | 5/4000 [00:06<54:19,  1.23it/s]  

train:   0%|          | 5/3515 [00:03<35:04,  1.67it/s]
overall:   0%|          | 6/4000 [00:06<46:11,  1.44it/s]

train:   0%|          | 6/3515 [00:03<32:14,  1.81it/s]
overall:   0%|          | 7/4000 [00:06<41:08,  1.62it/s]

train:   0%|          | 7/3515 [00:04<30:32,  1.91it/s]
overall:   0%|          | 8/4000 [00:07<38:45,  1.72it/s]

train:   0%|          | 8/3515 [00:04<30:13,  1.93it/s]
overall:   0%|          | 9/4000 [00:07<30:01,  2.22it/s]

train:   0%|          | 9/3515 [00:05<23:44,  2.46it/s]
overall:   0%|          | 10/4000 [00:08<37:52,  1.76it/s]

train:   0%|          | 10/3515 [00:05<31:27,  1.86it/s]
overall:   0%|          | 11/4000 [00:08<36:19,  1.83it/s]

train:   0%|          | 11/3515 [00:06<30:38,  1.91it/s]
overall:   0%|          | 12/4000 [00:09<35:09,  1.89it/s]

train:   0%|          | 12/3515 [00:06<30:00,  1.95it/s]
overall:   0%|          | 13/4000 [00:09<32:31,  2.04it/s]

train:   0%|          | 13/3515 [00:07<27:57,  2.09it/s]
overall:   0%|          | 14/4000 [00:10<31:27,  2.11it/s]

train:   0%|          | 14/3515 [00:07<27:12,  2.14it/s]
overall:   0%|          | 15/4000 [00:10<31:00,  2.14it/s]

train:   0%|          | 15/3515 [00:08<26:55,  2.17it/s]
overall:   0%|          | 16/4000 [00:11<31:14,  2.13it/s]

train:   0%|          | 16/3515 [00:08<27:13,  2.14it/s]
overall:   0%|          | 17/4000 [00:11<31:00,  2.14it/s]

train:   0%|          | 17/3515 [00:09<27:05,  2.15it/s]
overall:   0%|          | 18/4000 [00:12<31:08,  2.13it/s]

train:   1%|          | 18/3515 [00:09<27:14,  2.14it/s]
overall:   0%|          | 19/4000 [00:12<31:50,  2.08it/s]

train:   1%|          | 19/3515 [00:10<27:53,  2.09it/s]train loss: 5.817807674407959
train per: 1.0675690021231423

overall:   0%|          | 20/4000 [00:13<32:27,  2.04it/s]

train:   1%|          | 20/3515 [00:10<28:27,  2.05it/s]
overall:   1%|          | 21/4000 [00:13<32:28,  2.04it/s]

train:   1%|          | 21/3515 [00:11<28:28,  2.05it/s]
overall:   1%|          | 22/4000 [00:14<33:06,  2.00it/s]

train:   1%|          | 22/3515 [00:11<29:02,  2.00it/s]
overall:   1%|          | 23/4000 [00:14<33:22,  1.99it/s]

train:   1%|          | 23/3515 [00:12<29:17,  1.99it/s]
overall:   1%|          | 24/4000 [00:15<30:59,  2.14it/s]

train:   1%|          | 24/3515 [00:12<27:12,  2.14it/s]
overall:   1%|          | 25/4000 [00:15<25:12,  2.63it/s]

train:   1%|          | 25/3515 [00:12<22:07,  2.63it/s]
overall:   1%|          | 26/4000 [00:15<27:09,  2.44it/s]

train:   1%|          | 26/3515 [00:13<23:50,  2.44it/s]
overall:   1%|          | 27/4000 [00:16<29:22,  2.25it/s]

train:   1%|          | 27/3515 [00:13<25:46,  2.26it/s]
overall:   1%|          | 28/4000 [00:16<30:42,  2.16it/s]

train:   1%|          | 28/3515 [00:14<26:57,  2.16it/s]
overall:   1%|          | 29/4000 [00:17<31:44,  2.08it/s]

train:   1%|          | 29/3515 [00:14<27:52,  2.08it/s]
overall:   1%|          | 30/4000 [00:17<32:10,  2.06it/s]

train:   1%|          | 30/3515 [00:15<28:14,  2.06it/s]
overall:   1%|          | 31/4000 [00:17<24:32,  2.69it/s]

train:   1%|          | 31/3515 [00:15<21:32,  2.70it/s]
overall:   1%|          | 32/4000 [00:18<25:54,  2.55it/s]

train:   1%|          | 32/3515 [00:15<22:44,  2.55it/s]
overall:   1%|          | 33/4000 [00:18<28:28,  2.32it/s]

train:   1%|          | 33/3515 [00:16<24:59,  2.32it/s]
overall:   1%|          | 34/4000 [00:19<35:09,  1.88it/s]

train:   1%|          | 34/3515 [00:17<30:51,  1.88it/s]
overall:   1%|          | 35/4000 [00:20<34:48,  1.90it/s]

train:   1%|          | 35/3515 [00:17<30:32,  1.90it/s]
overall:   1%|          | 36/4000 [00:20<27:51,  2.37it/s]

train:   1%|          | 36/3515 [00:17<24:27,  2.37it/s]
overall:   1%|          | 37/4000 [00:20<29:39,  2.23it/s]

train:   1%|          | 37/3515 [00:18<26:02,  2.23it/s]
overall:   1%|          | 38/4000 [00:21<30:36,  2.16it/s]

train:   1%|          | 38/3515 [00:18<26:51,  2.16it/s]
overall:   1%|          | 39/4000 [00:21<30:55,  2.14it/s]

train:   1%|          | 39/3515 [00:19<27:08,  2.14it/s]train loss: 3.262765407562256
train per: 0.7831611045231238

overall:   1%|          | 40/4000 [00:22<32:15,  2.05it/s]

train:   1%|          | 40/3515 [00:19<28:18,  2.05it/s]
overall:   1%|          | 41/4000 [00:22<32:16,  2.04it/s]

train:   1%|          | 41/3515 [00:20<28:18,  2.05it/s]
overall:   1%|          | 42/4000 [00:23<32:53,  2.01it/s]

train:   1%|          | 42/3515 [00:20<28:51,  2.01it/s]
overall:   1%|          | 43/4000 [00:23<32:33,  2.03it/s]

train:   1%|          | 43/3515 [00:21<28:34,  2.03it/s]
overall:   1%|          | 44/4000 [00:24<31:50,  2.07it/s]

train:   1%|▏         | 44/3515 [00:21<27:56,  2.07it/s]
overall:   1%|          | 45/4000 [00:24<32:15,  2.04it/s]

train:   1%|▏         | 45/3515 [00:22<28:18,  2.04it/s]
overall:   1%|          | 46/4000 [00:25<31:55,  2.06it/s]

train:   1%|▏         | 46/3515 [00:22<28:00,  2.06it/s]
overall:   1%|          | 47/4000 [00:25<31:46,  2.07it/s]

train:   1%|▏         | 47/3515 [00:23<27:52,  2.07it/s]
overall:   1%|          | 48/4000 [00:26<32:28,  2.03it/s]

train:   1%|▏         | 48/3515 [00:23<28:29,  2.03it/s]
overall:   1%|          | 49/4000 [00:26<33:04,  1.99it/s]

train:   1%|▏         | 49/3515 [00:24<29:00,  1.99it/s]
overall:   1%|▏         | 50/4000 [00:27<33:25,  1.97it/s]

train:   1%|▏         | 50/3515 [00:24<29:19,  1.97it/s]
overall:   1%|▏         | 51/4000 [00:27<33:23,  1.97it/s]

train:   1%|▏         | 51/3515 [00:25<29:17,  1.97it/s]
overall:   1%|▏         | 52/4000 [00:28<32:56,  2.00it/s]

train:   1%|▏         | 52/3515 [00:25<28:53,  2.00it/s]
overall:   1%|▏         | 53/4000 [00:28<32:37,  2.02it/s]

train:   2%|▏         | 53/3515 [00:26<28:36,  2.02it/s]
overall:   1%|▏         | 54/4000 [00:29<32:36,  2.02it/s]

train:   2%|▏         | 54/3515 [00:26<28:36,  2.02it/s]
overall:   1%|▏         | 55/4000 [00:29<32:28,  2.02it/s]

train:   2%|▏         | 55/3515 [00:27<28:28,  2.02it/s]
overall:   1%|▏         | 56/4000 [00:30<32:24,  2.03it/s]

train:   2%|▏         | 56/3515 [00:27<28:25,  2.03it/s]
overall:   1%|▏         | 58/4000 [00:31<31:28,  2.09it/s]

train:   2%|▏         | 58/3515 [00:28<27:35,  2.09it/s]
overall:   1%|▏         | 59/4000 [00:31<32:10,  2.04it/s]

train:   2%|▏         | 59/3515 [00:29<28:12,  2.04it/s]train loss: 2.561880588531494
train per: 0.6974926586853399

overall:   2%|▏         | 60/4000 [00:32<32:57,  1.99it/s]

train:   2%|▏         | 60/3515 [00:29<28:54,  1.99it/s]
overall:   2%|▏         | 61/4000 [00:32<32:40,  2.01it/s]

train:   2%|▏         | 61/3515 [00:30<28:39,  2.01it/s]
overall:   2%|▏         | 62/4000 [00:32<26:46,  2.45it/s]

train:   2%|▏         | 62/3515 [00:30<23:28,  2.45it/s]
overall:   2%|▏         | 63/4000 [00:33<28:28,  2.30it/s]

train:   2%|▏         | 63/3515 [00:30<24:58,  2.30it/s]
overall:   2%|▏         | 64/4000 [00:33<28:43,  2.28it/s]

train:   2%|▏         | 64/3515 [00:31<25:11,  2.28it/s]
overall:   2%|▏         | 65/4000 [00:34<23:55,  2.74it/s]

train:   2%|▏         | 65/3515 [00:31<20:58,  2.74it/s]
overall:   2%|▏         | 66/4000 [00:34<26:56,  2.43it/s]

train:   2%|▏         | 66/3515 [00:32<23:37,  2.43it/s]
overall:   2%|▏         | 67/4000 [00:35<29:09,  2.25it/s]

train:   2%|▏         | 67/3515 [00:32<25:33,  2.25it/s]
overall:   2%|▏         | 68/4000 [00:35<30:39,  2.14it/s]

train:   2%|▏         | 68/3515 [00:33<26:52,  2.14it/s]
overall:   2%|▏         | 69/4000 [00:36<31:15,  2.10it/s]

train:   2%|▏         | 69/3515 [00:33<27:24,  2.10it/s]
overall:   2%|▏         | 70/4000 [00:36<31:17,  2.09it/s]

train:   2%|▏         | 70/3515 [00:34<27:25,  2.09it/s]
overall:   2%|▏         | 71/4000 [00:37<32:08,  2.04it/s]

train:   2%|▏         | 71/3515 [00:34<28:10,  2.04it/s]
overall:   2%|▏         | 72/4000 [00:37<31:50,  2.06it/s]

train:   2%|▏         | 72/3515 [00:35<27:54,  2.06it/s]
overall:   2%|▏         | 73/4000 [00:38<30:59,  2.11it/s]

train:   2%|▏         | 73/3515 [00:35<27:09,  2.11it/s]
overall:   2%|▏         | 74/4000 [00:38<29:54,  2.19it/s]

train:   2%|▏         | 74/3515 [00:35<26:12,  2.19it/s]
overall:   2%|▏         | 75/4000 [00:38<31:06,  2.10it/s]

train:   2%|▏         | 75/3515 [00:36<27:16,  2.10it/s]
overall:   2%|▏         | 76/4000 [00:39<31:14,  2.09it/s]

train:   2%|▏         | 76/3515 [00:36<27:23,  2.09it/s]
overall:   2%|▏         | 77/4000 [00:39<31:15,  2.09it/s]

train:   2%|▏         | 77/3515 [00:37<27:23,  2.09it/s]
overall:   2%|▏         | 78/4000 [00:40<24:17,  2.69it/s]

train:   2%|▏         | 78/3515 [00:37<21:17,  2.69it/s]
overall:   2%|▏         | 79/4000 [00:40<26:30,  2.46it/s]

train:   2%|▏         | 79/3515 [00:38<23:14,  2.46it/s]train loss: 2.341417074203491
train per: 0.6709086007009976

overall:   2%|▏         | 80/4000 [00:41<28:47,  2.27it/s]

train:   2%|▏         | 80/3515 [00:38<25:14,  2.27it/s]
overall:   2%|▏         | 81/4000 [00:41<29:53,  2.19it/s]

train:   2%|▏         | 81/3515 [00:39<26:10,  2.19it/s]
overall:   2%|▏         | 82/4000 [00:42<37:55,  1.72it/s]

train:   2%|▏         | 82/3515 [00:39<33:13,  1.72it/s]
overall:   2%|▏         | 83/4000 [00:42<36:20,  1.80it/s]

train:   2%|▏         | 83/3515 [00:40<31:50,  1.80it/s]
overall:   2%|▏         | 84/4000 [00:43<28:13,  2.31it/s]

train:   2%|▏         | 84/3515 [00:40<24:43,  2.31it/s]
overall:   2%|▏         | 85/4000 [00:43<29:45,  2.19it/s]

train:   2%|▏         | 85/3515 [00:41<26:04,  2.19it/s]
overall:   2%|▏         | 86/4000 [00:44<30:26,  2.14it/s]

train:   2%|▏         | 86/3515 [00:41<26:40,  2.14it/s]
overall:   2%|▏         | 87/4000 [00:44<31:25,  2.08it/s]

train:   2%|▏         | 87/3515 [00:42<27:31,  2.08it/s]
overall:   2%|▏         | 88/4000 [00:45<31:33,  2.07it/s]

train:   3%|▎         | 88/3515 [00:42<27:38,  2.07it/s]
overall:   2%|▏         | 89/4000 [00:45<31:55,  2.04it/s]

train:   3%|▎         | 89/3515 [00:43<27:58,  2.04it/s]
overall:   2%|▏         | 90/4000 [00:46<31:13,  2.09it/s]

train:   3%|▎         | 90/3515 [00:43<27:21,  2.09it/s]
overall:   2%|▏         | 91/4000 [00:46<26:53,  2.42it/s]

train:   3%|▎         | 91/3515 [00:43<23:33,  2.42it/s]
overall:   2%|▏         | 92/4000 [00:46<28:28,  2.29it/s]

train:   3%|▎         | 92/3515 [00:44<24:56,  2.29it/s]
overall:   2%|▏         | 93/4000 [00:47<29:32,  2.20it/s]

train:   3%|▎         | 93/3515 [00:44<25:52,  2.20it/s]
overall:   2%|▏         | 94/4000 [00:47<30:49,  2.11it/s]

train:   3%|▎         | 94/3515 [00:45<26:59,  2.11it/s]
overall:   2%|▏         | 95/4000 [00:48<31:04,  2.09it/s]

train:   3%|▎         | 95/3515 [00:45<27:13,  2.09it/s]
overall:   2%|▏         | 96/4000 [00:48<31:40,  2.05it/s]

train:   3%|▎         | 96/3515 [00:46<27:44,  2.05it/s]
overall:   2%|▏         | 97/4000 [00:49<31:00,  2.10it/s]

train:   3%|▎         | 97/3515 [00:46<27:09,  2.10it/s]
overall:   2%|▏         | 98/4000 [00:49<31:33,  2.06it/s]

train:   3%|▎         | 98/3515 [00:47<27:38,  2.06it/s]
overall:   2%|▏         | 99/4000 [00:50<31:05,  2.09it/s]

train:   3%|▎         | 99/3515 [00:47<27:13,  2.09it/s]train loss: 2.207601308822632
train per: 0.6381056535590319

overall:   2%|▎         | 100/4000 [00:50<31:16,  2.08it/s]

train:   3%|▎         | 100/3515 [00:48<27:23,  2.08it/s]
overall:   3%|▎         | 101/4000 [00:51<31:14,  2.08it/s]

train:   3%|▎         | 101/3515 [00:48<27:20,  2.08it/s]
overall:   3%|▎         | 102/4000 [00:51<27:09,  2.39it/s]

train:   3%|▎         | 102/3515 [00:48<23:46,  2.39it/s]
overall:   3%|▎         | 103/4000 [00:51<28:52,  2.25it/s]

train:   3%|▎         | 103/3515 [00:49<25:16,  2.25it/s]
overall:   3%|▎         | 104/4000 [00:52<30:15,  2.15it/s]

train:   3%|▎         | 104/3515 [00:49<26:29,  2.15it/s]
overall:   3%|▎         | 105/4000 [00:52<31:32,  2.06it/s]

train:   3%|▎         | 105/3515 [00:50<27:36,  2.06it/s]
overall:   3%|▎         | 106/4000 [00:53<30:48,  2.11it/s]

train:   3%|▎         | 106/3515 [00:50<26:58,  2.11it/s]
overall:   3%|▎         | 107/4000 [00:53<30:13,  2.15it/s]

train:   3%|▎         | 107/3515 [00:51<26:27,  2.15it/s]
overall:   3%|▎         | 108/4000 [00:53<23:06,  2.81it/s]

train:   3%|▎         | 108/3515 [00:51<20:13,  2.81it/s]
overall:   3%|▎         | 109/4000 [00:54<25:27,  2.55it/s]

train:   3%|▎         | 109/3515 [00:51<22:17,  2.55it/s]
overall:   3%|▎         | 110/4000 [00:54<26:39,  2.43it/s]

train:   3%|▎         | 110/3515 [00:52<23:20,  2.43it/s]
overall:   3%|▎         | 111/4000 [00:55<26:54,  2.41it/s]

train:   3%|▎         | 111/3515 [00:52<23:33,  2.41it/s]
overall:   3%|▎         | 112/4000 [00:55<28:18,  2.29it/s]

train:   3%|▎         | 112/3515 [00:53<24:46,  2.29it/s]
overall:   3%|▎         | 113/4000 [00:56<29:21,  2.21it/s]

train:   3%|▎         | 113/3515 [00:53<25:41,  2.21it/s]
overall:   3%|▎         | 114/4000 [00:56<24:06,  2.69it/s]

train:   3%|▎         | 114/3515 [00:54<21:06,  2.69it/s]
overall:   3%|▎         | 115/4000 [00:57<26:49,  2.41it/s]

train:   3%|▎         | 115/3515 [00:54<23:28,  2.41it/s]
overall:   3%|▎         | 116/4000 [00:57<28:23,  2.28it/s]

train:   3%|▎         | 116/3515 [00:55<24:50,  2.28it/s]
overall:   3%|▎         | 117/4000 [00:58<30:00,  2.16it/s]

train:   3%|▎         | 117/3515 [00:55<26:15,  2.16it/s]
overall:   3%|▎         | 118/4000 [00:58<25:40,  2.52it/s]

train:   3%|▎         | 118/3515 [00:55<22:27,  2.52it/s]
overall:   3%|▎         | 119/4000 [00:58<27:26,  2.36it/s]

train:   3%|▎         | 119/3515 [00:56<24:01,  2.36it/s]train loss: 2.099133014678955
train per: 0.6033973208120426

overall:   3%|▎         | 120/4000 [00:59<28:42,  2.25it/s]

train:   3%|▎         | 120/3515 [00:56<25:08,  2.25it/s]
overall:   3%|▎         | 121/4000 [00:59<28:50,  2.24it/s]

train:   3%|▎         | 121/3515 [00:57<25:13,  2.24it/s]
overall:   3%|▎         | 122/4000 [01:00<29:09,  2.22it/s]

train:   3%|▎         | 122/3515 [00:57<25:30,  2.22it/s]
overall:   3%|▎         | 123/4000 [01:00<27:53,  2.32it/s]

train:   3%|▎         | 123/3515 [00:58<24:23,  2.32it/s]
overall:   3%|▎         | 124/4000 [01:01<28:46,  2.25it/s]

train:   4%|▎         | 124/3515 [00:58<25:10,  2.25it/s]
overall:   3%|▎         | 125/4000 [01:01<29:49,  2.17it/s]

train:   4%|▎         | 125/3515 [00:59<26:05,  2.17it/s]
overall:   3%|▎         | 126/4000 [01:02<30:48,  2.10it/s]

train:   4%|▎         | 126/3515 [00:59<26:57,  2.10it/s]
overall:   3%|▎         | 127/4000 [01:02<30:09,  2.14it/s]

train:   4%|▎         | 127/3515 [00:59<26:22,  2.14it/s]
overall:   3%|▎         | 128/4000 [01:02<29:57,  2.15it/s]

train:   4%|▎         | 128/3515 [01:00<26:12,  2.15it/s]
overall:   3%|▎         | 129/4000 [01:03<29:34,  2.18it/s]

train:   4%|▎         | 129/3515 [01:00<25:52,  2.18it/s]
overall:   3%|▎         | 130/4000 [01:04<36:11,  1.78it/s]

train:   4%|▎         | 130/3515 [01:01<31:39,  1.78it/s]
overall:   3%|▎         | 131/4000 [01:04<35:11,  1.83it/s]

train:   4%|▎         | 131/3515 [01:02<30:47,  1.83it/s]
overall:   3%|▎         | 132/4000 [01:05<33:09,  1.94it/s]

train:   4%|▍         | 132/3515 [01:02<29:00,  1.94it/s]
overall:   3%|▎         | 133/4000 [01:05<33:10,  1.94it/s]

train:   4%|▍         | 133/3515 [01:03<29:00,  1.94it/s]
overall:   3%|▎         | 134/4000 [01:06<33:09,  1.94it/s]

train:   4%|▍         | 134/3515 [01:03<29:00,  1.94it/s]
overall:   3%|▎         | 135/4000 [01:06<28:37,  2.25it/s]

train:   4%|▍         | 135/3515 [01:03<25:01,  2.25it/s]
overall:   3%|▎         | 136/4000 [01:06<28:42,  2.24it/s]

train:   4%|▍         | 136/3515 [01:04<25:06,  2.24it/s]
overall:   3%|▎         | 137/4000 [01:07<29:57,  2.15it/s]

train:   4%|▍         | 137/3515 [01:04<26:11,  2.15it/s]
overall:   3%|▎         | 138/4000 [01:07<30:54,  2.08it/s]

train:   4%|▍         | 138/3515 [01:05<27:01,  2.08it/s]
overall:   3%|▎         | 139/4000 [01:08<31:47,  2.02it/s]

train:   4%|▍         | 139/3515 [01:05<27:47,  2.02it/s]train loss: 2.044523000717163
train per: 0.5945646798389186

overall:   4%|▎         | 140/4000 [01:08<32:09,  2.00it/s]

train:   4%|▍         | 140/3515 [01:06<28:08,  2.00it/s]
overall:   4%|▎         | 141/4000 [01:09<32:03,  2.01it/s]

train:   4%|▍         | 141/3515 [01:06<28:01,  2.01it/s]
overall:   4%|▎         | 142/4000 [01:09<31:49,  2.02it/s]

train:   4%|▍         | 142/3515 [01:07<27:49,  2.02it/s]
overall:   4%|▎         | 143/4000 [01:10<31:06,  2.07it/s]

train:   4%|▍         | 143/3515 [01:07<27:11,  2.07it/s]
overall:   4%|▎         | 144/4000 [01:10<31:41,  2.03it/s]

train:   4%|▍         | 144/3515 [01:08<27:42,  2.03it/s]
overall:   4%|▎         | 145/4000 [01:11<24:15,  2.65it/s]

train:   4%|▍         | 145/3515 [01:08<21:12,  2.65it/s]
overall:   4%|▎         | 146/4000 [01:11<26:19,  2.44it/s]

train:   4%|▍         | 146/3515 [01:09<23:00,  2.44it/s]
overall:   4%|▎         | 147/4000 [01:12<28:23,  2.26it/s]

train:   4%|▍         | 147/3515 [01:09<24:48,  2.26it/s]
overall:   4%|▎         | 148/4000 [01:12<29:05,  2.21it/s]

train:   4%|▍         | 148/3515 [01:10<25:25,  2.21it/s]
overall:   4%|▎         | 149/4000 [01:13<30:31,  2.10it/s]

train:   4%|▍         | 149/3515 [01:10<26:41,  2.10it/s]
overall:   4%|▍         | 150/4000 [01:13<30:50,  2.08it/s]

train:   4%|▍         | 150/3515 [01:11<26:57,  2.08it/s]
overall:   4%|▍         | 151/4000 [01:13<26:35,  2.41it/s]

train:   4%|▍         | 151/3515 [01:11<23:14,  2.41it/s]
overall:   4%|▍         | 152/4000 [01:14<28:26,  2.26it/s]

train:   4%|▍         | 152/3515 [01:11<24:51,  2.26it/s]
overall:   4%|▍         | 153/4000 [01:14<22:14,  2.88it/s]

train:   4%|▍         | 153/3515 [01:11<19:26,  2.88it/s]
overall:   4%|▍         | 154/4000 [01:15<32:09,  1.99it/s]

train:   4%|▍         | 154/3515 [01:12<28:06,  1.99it/s]
overall:   4%|▍         | 155/4000 [01:15<32:47,  1.95it/s]

train:   4%|▍         | 155/3515 [01:13<28:38,  1.95it/s]
overall:   4%|▍         | 156/4000 [01:16<30:18,  2.11it/s]

train:   4%|▍         | 156/3515 [01:13<26:29,  2.11it/s]
overall:   4%|▍         | 157/4000 [01:16<31:16,  2.05it/s]

train:   4%|▍         | 157/3515 [01:14<27:19,  2.05it/s]
overall:   4%|▍         | 158/4000 [01:17<31:44,  2.02it/s]

train:   4%|▍         | 158/3515 [01:14<27:43,  2.02it/s]
overall:   4%|▍         | 159/4000 [01:17<29:36,  2.16it/s]

train:   5%|▍         | 159/3515 [01:15<25:52,  2.16it/s]train loss: 1.983355164527893
train per: 0.5796821471807949

overall:   4%|▍         | 160/4000 [01:18<31:03,  2.06it/s]

train:   5%|▍         | 160/3515 [01:15<27:08,  2.06it/s]
overall:   4%|▍         | 161/4000 [01:18<30:58,  2.07it/s]

train:   5%|▍         | 161/3515 [01:16<27:03,  2.07it/s]
overall:   4%|▍         | 162/4000 [01:19<31:25,  2.04it/s]

train:   5%|▍         | 162/3515 [01:16<27:26,  2.04it/s]
overall:   4%|▍         | 163/4000 [01:19<31:16,  2.05it/s]

train:   5%|▍         | 163/3515 [01:17<27:18,  2.05it/s]
overall:   4%|▍         | 164/4000 [01:19<25:17,  2.53it/s]

train:   5%|▍         | 164/3515 [01:17<22:05,  2.53it/s]
overall:   4%|▍         | 165/4000 [01:20<23:45,  2.69it/s]

train:   5%|▍         | 165/3515 [01:17<20:45,  2.69it/s]
overall:   4%|▍         | 166/4000 [01:20<26:30,  2.41it/s]

train:   5%|▍         | 166/3515 [01:18<23:09,  2.41it/s]
overall:   4%|▍         | 167/4000 [01:21<28:27,  2.24it/s]

train:   5%|▍         | 167/3515 [01:18<24:51,  2.24it/s]
overall:   4%|▍         | 168/4000 [01:21<29:34,  2.16it/s]

train:   5%|▍         | 168/3515 [01:19<25:50,  2.16it/s]
overall:   4%|▍         | 169/4000 [01:22<27:42,  2.30it/s]

train:   5%|▍         | 169/3515 [01:19<24:12,  2.30it/s]
overall:   4%|▍         | 170/4000 [01:22<27:11,  2.35it/s]

train:   5%|▍         | 170/3515 [01:19<23:45,  2.35it/s]
overall:   4%|▍         | 171/4000 [01:22<28:29,  2.24it/s]

train:   5%|▍         | 171/3515 [01:20<24:53,  2.24it/s]
overall:   4%|▍         | 172/4000 [01:23<29:49,  2.14it/s]

train:   5%|▍         | 172/3515 [01:20<26:03,  2.14it/s]
overall:   4%|▍         | 173/4000 [01:23<30:24,  2.10it/s]

train:   5%|▍         | 173/3515 [01:21<26:33,  2.10it/s]
overall:   4%|▍         | 174/4000 [01:24<24:49,  2.57it/s]

train:   5%|▍         | 174/3515 [01:21<21:40,  2.57it/s]
overall:   4%|▍         | 175/4000 [01:24<26:53,  2.37it/s]

train:   5%|▍         | 175/3515 [01:22<23:28,  2.37it/s]
overall:   4%|▍         | 176/4000 [01:25<28:40,  2.22it/s]

train:   5%|▌         | 176/3515 [01:22<25:02,  2.22it/s]
overall:   4%|▍         | 177/4000 [01:25<29:43,  2.14it/s]

train:   5%|▌         | 177/3515 [01:23<25:56,  2.14it/s]
overall:   4%|▍         | 178/4000 [01:26<37:04,  1.72it/s]

train:   5%|▌         | 178/3515 [01:24<32:22,  1.72it/s]
overall:   4%|▍         | 179/4000 [01:26<33:42,  1.89it/s]

train:   5%|▌         | 179/3515 [01:24<29:25,  1.89it/s]train loss: 1.9764859676361084
train per: 0.5848962115331647

overall:   4%|▍         | 180/4000 [01:27<38:36,  1.65it/s]

train:   5%|▌         | 180/3515 [01:25<33:43,  1.65it/s]
overall:   5%|▍         | 181/4000 [01:28<37:15,  1.71it/s]

train:   5%|▌         | 181/3515 [01:25<32:31,  1.71it/s]
overall:   5%|▍         | 182/4000 [01:28<35:25,  1.80it/s]

train:   5%|▌         | 182/3515 [01:26<30:54,  1.80it/s]
overall:   5%|▍         | 183/4000 [01:29<34:10,  1.86it/s]

train:   5%|▌         | 183/3515 [01:26<29:50,  1.86it/s]
overall:   5%|▍         | 184/4000 [01:29<32:34,  1.95it/s]

train:   5%|▌         | 184/3515 [01:27<28:25,  1.95it/s]
overall:   5%|▍         | 185/4000 [01:30<32:25,  1.96it/s]

train:   5%|▌         | 185/3515 [01:27<28:17,  1.96it/s]
overall:   5%|▍         | 186/4000 [01:30<32:37,  1.95it/s]

train:   5%|▌         | 186/3515 [01:28<28:28,  1.95it/s]
overall:   5%|▍         | 187/4000 [01:31<32:33,  1.95it/s]

train:   5%|▌         | 187/3515 [01:28<28:25,  1.95it/s]
overall:   5%|▍         | 188/4000 [01:31<32:21,  1.96it/s]

train:   5%|▌         | 188/3515 [01:29<28:14,  1.96it/s]
overall:   5%|▍         | 189/4000 [01:32<32:36,  1.95it/s]

train:   5%|▌         | 189/3515 [01:29<28:27,  1.95it/s]
overall:   5%|▍         | 190/4000 [01:32<32:02,  1.98it/s]

train:   5%|▌         | 190/3515 [01:30<27:58,  1.98it/s]
overall:   5%|▍         | 191/4000 [01:33<31:46,  2.00it/s]

train:   5%|▌         | 191/3515 [01:30<27:43,  2.00it/s]
overall:   5%|▍         | 192/4000 [01:33<27:19,  2.32it/s]

train:   5%|▌         | 192/3515 [01:30<23:50,  2.32it/s]
overall:   5%|▍         | 193/4000 [01:33<28:34,  2.22it/s]

train:   5%|▌         | 193/3515 [01:31<24:56,  2.22it/s]
overall:   5%|▍         | 194/4000 [01:34<29:14,  2.17it/s]

train:   6%|▌         | 194/3515 [01:31<25:30,  2.17it/s]
overall:   5%|▍         | 195/4000 [01:34<29:47,  2.13it/s]

train:   6%|▌         | 195/3515 [01:32<25:59,  2.13it/s]
overall:   5%|▍         | 196/4000 [01:35<30:35,  2.07it/s]

train:   6%|▌         | 196/3515 [01:32<26:41,  2.07it/s]
overall:   5%|▍         | 197/4000 [01:35<30:50,  2.06it/s]

train:   6%|▌         | 197/3515 [01:33<26:54,  2.06it/s]
overall:   5%|▍         | 198/4000 [01:36<30:12,  2.10it/s]

train:   6%|▌         | 198/3515 [01:33<26:21,  2.10it/s]
overall:   5%|▍         | 199/4000 [01:36<30:58,  2.05it/s]

train:   6%|▌         | 199/3515 [01:34<27:01,  2.05it/s]train loss: 1.9358549118041992
train per: 0.5712359550561797

overall:   5%|▌         | 200/4000 [01:37<30:39,  2.07it/s]

train:   6%|▌         | 200/3515 [01:34<26:45,  2.06it/s]
overall:   5%|▌         | 201/4000 [01:37<25:12,  2.51it/s]

train:   6%|▌         | 201/3515 [01:35<21:59,  2.51it/s]
overall:   5%|▌         | 202/4000 [01:38<34:20,  1.84it/s]

train:   6%|▌         | 202/3515 [01:35<29:57,  1.84it/s]
overall:   5%|▌         | 203/4000 [01:38<31:29,  2.01it/s]

train:   6%|▌         | 203/3515 [01:36<27:28,  2.01it/s]
overall:   5%|▌         | 204/4000 [01:39<30:42,  2.06it/s]

train:   6%|▌         | 204/3515 [01:36<26:47,  2.06it/s]
overall:   5%|▌         | 205/4000 [01:39<31:38,  2.00it/s]

train:   6%|▌         | 205/3515 [01:37<27:35,  2.00it/s]
overall:   5%|▌         | 206/4000 [01:40<28:15,  2.24it/s]

train:   6%|▌         | 206/3515 [01:37<24:38,  2.24it/s]
overall:   5%|▌         | 207/4000 [01:40<29:36,  2.13it/s]

train:   6%|▌         | 207/3515 [01:38<25:49,  2.13it/s]
overall:   5%|▌         | 208/4000 [01:41<29:28,  2.14it/s]

train:   6%|▌         | 208/3515 [01:38<25:42,  2.14it/s]
overall:   5%|▌         | 209/4000 [01:41<29:48,  2.12it/s]

train:   6%|▌         | 209/3515 [01:39<25:59,  2.12it/s]
overall:   5%|▌         | 210/4000 [01:42<30:40,  2.06it/s]

train:   6%|▌         | 210/3515 [01:39<26:45,  2.06it/s]
overall:   5%|▌         | 211/4000 [01:42<31:25,  2.01it/s]

train:   6%|▌         | 211/3515 [01:40<27:24,  2.01it/s]
overall:   5%|▌         | 212/4000 [01:43<27:55,  2.26it/s]

train:   6%|▌         | 212/3515 [01:40<24:20,  2.26it/s]
overall:   5%|▌         | 213/4000 [01:43<29:11,  2.16it/s]

train:   6%|▌         | 213/3515 [01:41<25:27,  2.16it/s]
overall:   5%|▌         | 214/4000 [01:44<30:17,  2.08it/s]

train:   6%|▌         | 214/3515 [01:41<26:24,  2.08it/s]
overall:   5%|▌         | 215/4000 [01:44<31:03,  2.03it/s]

train:   6%|▌         | 215/3515 [01:42<27:04,  2.03it/s]
overall:   5%|▌         | 216/4000 [01:45<31:41,  1.99it/s]

train:   6%|▌         | 216/3515 [01:42<27:37,  1.99it/s]
overall:   5%|▌         | 217/4000 [01:45<31:22,  2.01it/s]

train:   6%|▌         | 217/3515 [01:43<27:21,  2.01it/s]
overall:   5%|▌         | 218/4000 [01:46<31:45,  1.98it/s]

train:   6%|▌         | 218/3515 [01:43<27:41,  1.98it/s]
overall:   5%|▌         | 219/4000 [01:46<31:25,  2.01it/s]

train:   6%|▌         | 219/3515 [01:44<27:23,  2.01it/s]train loss: 1.9551795721054077
train per: 0.5716417910447761

overall:   6%|▌         | 220/4000 [01:47<32:07,  1.96it/s]

train:   6%|▋         | 220/3515 [01:44<28:00,  1.96it/s]
overall:   6%|▌         | 221/4000 [01:47<32:21,  1.95it/s]

train:   6%|▋         | 221/3515 [01:45<28:12,  1.95it/s]
overall:   6%|▌         | 222/4000 [01:48<32:21,  1.95it/s]

train:   6%|▋         | 222/3515 [01:45<28:12,  1.95it/s]
overall:   6%|▌         | 223/4000 [01:48<32:29,  1.94it/s]

train:   6%|▋         | 223/3515 [01:46<28:19,  1.94it/s]
overall:   6%|▌         | 224/4000 [01:49<32:10,  1.96it/s]

train:   6%|▋         | 224/3515 [01:46<28:02,  1.96it/s]
overall:   6%|▌         | 225/4000 [01:49<32:12,  1.95it/s]

train:   6%|▋         | 225/3515 [01:47<28:04,  1.95it/s]
overall:   6%|▌         | 226/4000 [01:50<38:25,  1.64it/s]

train:   6%|▋         | 226/3515 [01:48<33:28,  1.64it/s]
overall:   6%|▌         | 227/4000 [01:50<35:20,  1.78it/s]

train:   6%|▋         | 227/3515 [01:48<30:47,  1.78it/s]
overall:   6%|▌         | 228/4000 [01:51<33:13,  1.89it/s]

train:   6%|▋         | 228/3515 [01:48<28:57,  1.89it/s]
overall:   6%|▌         | 229/4000 [01:51<31:38,  1.99it/s]

train:   7%|▋         | 229/3515 [01:49<27:34,  1.99it/s]
overall:   6%|▌         | 230/4000 [01:52<31:53,  1.97it/s]

train:   7%|▋         | 230/3515 [01:49<27:47,  1.97it/s]
overall:   6%|▌         | 231/4000 [01:52<32:13,  1.95it/s]

train:   7%|▋         | 231/3515 [01:50<28:04,  1.95it/s]
overall:   6%|▌         | 232/4000 [01:53<32:35,  1.93it/s]

train:   7%|▋         | 232/3515 [01:50<28:23,  1.93it/s]
overall:   6%|▌         | 233/4000 [01:53<32:36,  1.93it/s]

train:   7%|▋         | 233/3515 [01:51<28:24,  1.93it/s]
overall:   6%|▌         | 234/4000 [01:54<27:50,  2.25it/s]

train:   7%|▋         | 234/3515 [01:51<24:15,  2.25it/s]
overall:   6%|▌         | 235/4000 [01:54<29:05,  2.16it/s]

train:   7%|▋         | 235/3515 [01:52<25:20,  2.16it/s]
overall:   6%|▌         | 236/4000 [01:55<30:16,  2.07it/s]

train:   7%|▋         | 236/3515 [01:52<26:22,  2.07it/s]
overall:   6%|▌         | 237/4000 [01:55<30:33,  2.05it/s]

train:   7%|▋         | 237/3515 [01:53<26:37,  2.05it/s]
overall:   6%|▌         | 238/4000 [01:56<30:52,  2.03it/s]

train:   7%|▋         | 238/3515 [01:53<26:53,  2.03it/s]
overall:   6%|▌         | 239/4000 [01:56<31:32,  1.99it/s]

train:   7%|▋         | 239/3515 [01:54<27:28,  1.99it/s]train loss: 1.8677501678466797
train per: 0.5561278903537634

overall:   6%|▌         | 240/4000 [01:57<31:49,  1.97it/s]

train:   7%|▋         | 240/3515 [01:54<27:43,  1.97it/s]
overall:   6%|▌         | 241/4000 [01:57<31:36,  1.98it/s]

train:   7%|▋         | 241/3515 [01:55<27:31,  1.98it/s]
overall:   6%|▌         | 242/4000 [01:58<26:55,  2.33it/s]

train:   7%|▋         | 242/3515 [01:55<23:26,  2.33it/s]
overall:   6%|▌         | 243/4000 [01:58<22:12,  2.82it/s]

train:   7%|▋         | 243/3515 [01:55<19:20,  2.82it/s]
overall:   6%|▌         | 244/4000 [01:58<25:21,  2.47it/s]

train:   7%|▋         | 244/3515 [01:56<22:05,  2.47it/s]
overall:   6%|▌         | 245/4000 [01:58<20:01,  3.13it/s]

train:   7%|▋         | 245/3515 [01:56<17:25,  3.13it/s]
overall:   6%|▌         | 246/4000 [01:59<23:49,  2.63it/s]

train:   7%|▋         | 246/3515 [01:56<20:44,  2.63it/s]
overall:   6%|▌         | 247/4000 [01:59<25:49,  2.42it/s]

train:   7%|▋         | 247/3515 [01:57<22:29,  2.42it/s]
overall:   6%|▌         | 248/4000 [02:00<27:41,  2.26it/s]

train:   7%|▋         | 248/3515 [01:57<24:06,  2.26it/s]
overall:   6%|▌         | 249/4000 [02:00<22:44,  2.75it/s]

train:   7%|▋         | 249/3515 [01:58<19:48,  2.75it/s]
overall:   6%|▋         | 250/4000 [02:01<30:57,  2.02it/s]

train:   7%|▋         | 250/3515 [01:58<26:57,  2.02it/s]
overall:   6%|▋         | 251/4000 [02:01<28:29,  2.19it/s]

train:   7%|▋         | 251/3515 [01:59<24:48,  2.19it/s]
overall:   6%|▋         | 252/4000 [02:01<23:22,  2.67it/s]

train:   7%|▋         | 252/3515 [01:59<20:20,  2.67it/s]
overall:   6%|▋         | 253/4000 [02:02<23:43,  2.63it/s]

train:   7%|▋         | 253/3515 [01:59<20:38,  2.63it/s]
overall:   6%|▋         | 254/4000 [02:02<25:30,  2.45it/s]

train:   7%|▋         | 254/3515 [02:00<22:12,  2.45it/s]
overall:   6%|▋         | 255/4000 [02:03<22:20,  2.79it/s]

train:   7%|▋         | 255/3515 [02:00<19:26,  2.79it/s]
overall:   6%|▋         | 256/4000 [02:03<22:44,  2.74it/s]

train:   7%|▋         | 256/3515 [02:00<19:48,  2.74it/s]
overall:   6%|▋         | 257/4000 [02:03<24:28,  2.55it/s]

train:   7%|▋         | 257/3515 [02:01<21:18,  2.55it/s]
overall:   6%|▋         | 258/4000 [02:04<20:26,  3.05it/s]

train:   7%|▋         | 258/3515 [02:01<17:47,  3.05it/s]
overall:   6%|▋         | 259/4000 [02:04<23:48,  2.62it/s]

train:   7%|▋         | 259/3515 [02:02<20:43,  2.62it/s]train loss: 1.9459327459335327
train per: 0.5657898852156507

overall:   6%|▋         | 260/4000 [02:05<26:53,  2.32it/s]

train:   7%|▋         | 260/3515 [02:02<23:24,  2.32it/s]
overall:   7%|▋         | 261/4000 [02:05<26:44,  2.33it/s]

train:   7%|▋         | 261/3515 [02:03<23:15,  2.33it/s]
overall:   7%|▋         | 262/4000 [02:06<27:22,  2.28it/s]

train:   7%|▋         | 262/3515 [02:03<23:48,  2.28it/s]
overall:   7%|▋         | 263/4000 [02:06<28:27,  2.19it/s]

train:   7%|▋         | 263/3515 [02:04<24:45,  2.19it/s]
overall:   7%|▋         | 264/4000 [02:07<29:37,  2.10it/s]

train:   8%|▊         | 264/3515 [02:04<25:46,  2.10it/s]
overall:   7%|▋         | 265/4000 [02:07<30:45,  2.02it/s]

train:   8%|▊         | 265/3515 [02:05<26:46,  2.02it/s]
overall:   7%|▋         | 266/4000 [02:08<30:46,  2.02it/s]

train:   8%|▊         | 266/3515 [02:05<26:46,  2.02it/s]
overall:   7%|▋         | 267/4000 [02:08<24:32,  2.54it/s]

train:   8%|▊         | 267/3515 [02:05<21:21,  2.54it/s]
overall:   7%|▋         | 268/4000 [02:08<23:15,  2.67it/s]

train:   8%|▊         | 268/3515 [02:06<20:13,  2.67it/s]
overall:   7%|▋         | 269/4000 [02:09<25:50,  2.41it/s]

train:   8%|▊         | 269/3515 [02:06<22:29,  2.41it/s]
overall:   7%|▋         | 270/4000 [02:09<25:44,  2.41it/s]

train:   8%|▊         | 270/3515 [02:06<22:23,  2.41it/s]
overall:   7%|▋         | 271/4000 [02:09<26:27,  2.35it/s]

train:   8%|▊         | 271/3515 [02:07<23:00,  2.35it/s]
overall:   7%|▋         | 272/4000 [02:10<27:46,  2.24it/s]

train:   8%|▊         | 272/3515 [02:07<24:09,  2.24it/s]
overall:   7%|▋         | 273/4000 [02:10<29:01,  2.14it/s]

train:   8%|▊         | 273/3515 [02:08<25:14,  2.14it/s]
overall:   7%|▋         | 274/4000 [02:11<37:23,  1.66it/s]

train:   8%|▊         | 274/3515 [02:09<32:31,  1.66it/s]
overall:   7%|▋         | 275/4000 [02:12<35:34,  1.75it/s]

train:   8%|▊         | 275/3515 [02:09<30:56,  1.75it/s]
overall:   7%|▋         | 276/4000 [02:12<33:53,  1.83it/s]

train:   8%|▊         | 276/3515 [02:10<29:28,  1.83it/s]
overall:   7%|▋         | 277/4000 [02:13<33:41,  1.84it/s]

train:   8%|▊         | 277/3515 [02:10<29:17,  1.84it/s]
overall:   7%|▋         | 278/4000 [02:13<33:15,  1.87it/s]

train:   8%|▊         | 278/3515 [02:11<28:55,  1.87it/s]
overall:   7%|▋         | 279/4000 [02:14<32:47,  1.89it/s]

train:   8%|▊         | 279/3515 [02:11<28:31,  1.89it/s]train loss: 1.9023303985595703
train per: 0.5579837255761828

overall:   7%|▋         | 280/4000 [02:14<32:50,  1.89it/s]

train:   8%|▊         | 280/3515 [02:12<28:34,  1.89it/s]
overall:   7%|▋         | 281/4000 [02:15<31:55,  1.94it/s]

train:   8%|▊         | 281/3515 [02:12<27:45,  1.94it/s]
overall:   7%|▋         | 282/4000 [02:15<32:15,  1.92it/s]

train:   8%|▊         | 282/3515 [02:13<28:02,  1.92it/s]
overall:   7%|▋         | 283/4000 [02:16<32:23,  1.91it/s]

train:   8%|▊         | 283/3515 [02:13<28:09,  1.91it/s]
overall:   7%|▋         | 284/4000 [02:16<27:12,  2.28it/s]

train:   8%|▊         | 284/3515 [02:14<23:39,  2.28it/s]
overall:   7%|▋         | 285/4000 [02:17<28:53,  2.14it/s]

train:   8%|▊         | 285/3515 [02:14<25:06,  2.14it/s]
overall:   7%|▋         | 286/4000 [02:17<29:16,  2.11it/s]

train:   8%|▊         | 286/3515 [02:15<25:26,  2.11it/s]
overall:   7%|▋         | 287/4000 [02:18<29:45,  2.08it/s]

train:   8%|▊         | 287/3515 [02:15<25:51,  2.08it/s]
overall:   7%|▋         | 288/4000 [02:18<30:38,  2.02it/s]

train:   8%|▊         | 288/3515 [02:16<26:38,  2.02it/s]
overall:   7%|▋         | 289/4000 [02:19<30:54,  2.00it/s]

train:   8%|▊         | 289/3515 [02:16<26:52,  2.00it/s]
overall:   7%|▋         | 290/4000 [02:19<26:25,  2.34it/s]

train:   8%|▊         | 290/3515 [02:17<22:58,  2.34it/s]
overall:   7%|▋         | 291/4000 [02:20<28:08,  2.20it/s]

train:   8%|▊         | 291/3515 [02:17<24:27,  2.20it/s]
overall:   7%|▋         | 292/4000 [02:20<23:00,  2.69it/s]

train:   8%|▊         | 292/3515 [02:17<19:59,  2.69it/s]
overall:   7%|▋         | 293/4000 [02:20<25:25,  2.43it/s]

train:   8%|▊         | 293/3515 [02:18<22:06,  2.43it/s]
overall:   7%|▋         | 294/4000 [02:21<27:16,  2.26it/s]

train:   8%|▊         | 294/3515 [02:18<23:42,  2.26it/s]
overall:   7%|▋         | 295/4000 [02:21<28:42,  2.15it/s]

train:   8%|▊         | 295/3515 [02:19<24:57,  2.15it/s]
overall:   7%|▋         | 296/4000 [02:22<29:57,  2.06it/s]

train:   8%|▊         | 296/3515 [02:19<26:02,  2.06it/s]
overall:   7%|▋         | 297/4000 [02:22<30:11,  2.04it/s]

train:   8%|▊         | 297/3515 [02:20<26:13,  2.04it/s]
overall:   7%|▋         | 298/4000 [02:23<32:03,  1.92it/s]

train:   8%|▊         | 298/3515 [02:20<27:51,  1.92it/s]
overall:   7%|▋         | 299/4000 [02:23<31:25,  1.96it/s]

train:   9%|▊         | 299/3515 [02:21<27:18,  1.96it/s]train loss: 1.9073855876922607
train per: 0.559653083046216

overall:   8%|▊         | 300/4000 [02:24<31:42,  1.94it/s]

train:   9%|▊         | 300/3515 [02:21<27:34,  1.94it/s]
overall:   8%|▊         | 301/4000 [02:24<31:27,  1.96it/s]

train:   9%|▊         | 301/3515 [02:22<27:19,  1.96it/s]
overall:   8%|▊         | 302/4000 [02:25<31:08,  1.98it/s]

train:   9%|▊         | 302/3515 [02:22<27:03,  1.98it/s]
overall:   8%|▊         | 303/4000 [02:25<30:55,  1.99it/s]

train:   9%|▊         | 303/3515 [02:23<26:52,  1.99it/s]
overall:   8%|▊         | 304/4000 [02:26<29:58,  2.05it/s]

train:   9%|▊         | 304/3515 [02:23<26:02,  2.05it/s]
overall:   8%|▊         | 305/4000 [02:26<30:06,  2.05it/s]

train:   9%|▊         | 305/3515 [02:24<26:09,  2.05it/s]
overall:   8%|▊         | 306/4000 [02:27<30:42,  2.00it/s]

train:   9%|▊         | 306/3515 [02:24<26:40,  2.00it/s]
overall:   8%|▊         | 307/4000 [02:27<31:03,  1.98it/s]

train:   9%|▊         | 307/3515 [02:25<26:58,  1.98it/s]
overall:   8%|▊         | 308/4000 [02:28<31:09,  1.97it/s]

train:   9%|▉         | 308/3515 [02:25<27:03,  1.97it/s]
overall:   8%|▊         | 309/4000 [02:28<26:40,  2.31it/s]

train:   9%|▉         | 309/3515 [02:26<23:10,  2.31it/s]
overall:   8%|▊         | 310/4000 [02:29<27:07,  2.27it/s]

train:   9%|▉         | 310/3515 [02:26<23:33,  2.27it/s]
overall:   8%|▊         | 311/4000 [02:29<28:09,  2.18it/s]

train:   9%|▉         | 311/3515 [02:27<24:27,  2.18it/s]
overall:   8%|▊         | 312/4000 [02:30<28:56,  2.12it/s]

train:   9%|▉         | 312/3515 [02:27<25:07,  2.12it/s]
overall:   8%|▊         | 313/4000 [02:30<29:41,  2.07it/s]

train:   9%|▉         | 313/3515 [02:28<25:47,  2.07it/s]
overall:   8%|▊         | 314/4000 [02:31<30:31,  2.01it/s]

train:   9%|▉         | 314/3515 [02:28<26:30,  2.01it/s]
overall:   8%|▊         | 315/4000 [02:31<31:04,  1.98it/s]

train:   9%|▉         | 315/3515 [02:29<26:58,  1.98it/s]
overall:   8%|▊         | 316/4000 [02:32<30:16,  2.03it/s]

train:   9%|▉         | 316/3515 [02:29<26:17,  2.03it/s]
overall:   8%|▊         | 317/4000 [02:32<30:00,  2.05it/s]

train:   9%|▉         | 317/3515 [02:30<26:03,  2.05it/s]
overall:   8%|▊         | 318/4000 [02:32<27:42,  2.21it/s]

train:   9%|▉         | 318/3515 [02:30<24:03,  2.21it/s]
overall:   8%|▊         | 319/4000 [02:33<27:47,  2.21it/s]

train:   9%|▉         | 319/3515 [02:30<24:07,  2.21it/s]train loss: 1.891296625137329
train per: 0.5553018101396668

overall:   8%|▊         | 320/4000 [02:33<27:29,  2.23it/s]

train:   9%|▉         | 320/3515 [02:31<23:53,  2.23it/s]
overall:   8%|▊         | 321/4000 [02:34<27:40,  2.22it/s]

train:   9%|▉         | 321/3515 [02:31<24:01,  2.22it/s]
overall:   8%|▊         | 322/4000 [02:35<35:05,  1.75it/s]

train:   9%|▉         | 322/3515 [02:32<30:28,  1.75it/s]
overall:   8%|▊         | 323/4000 [02:35<33:52,  1.81it/s]

train:   9%|▉         | 323/3515 [02:33<29:23,  1.81it/s]
overall:   8%|▊         | 324/4000 [02:36<32:31,  1.88it/s]

train:   9%|▉         | 324/3515 [02:33<28:14,  1.88it/s]
overall:   8%|▊         | 325/4000 [02:36<31:11,  1.96it/s]

train:   9%|▉         | 325/3515 [02:34<27:04,  1.96it/s]
overall:   8%|▊         | 326/4000 [02:36<25:02,  2.44it/s]

train:   9%|▉         | 326/3515 [02:34<21:44,  2.44it/s]
overall:   8%|▊         | 327/4000 [02:37<26:51,  2.28it/s]

train:   9%|▉         | 327/3515 [02:34<23:18,  2.28it/s]
overall:   8%|▊         | 328/4000 [02:37<27:10,  2.25it/s]

train:   9%|▉         | 328/3515 [02:35<23:35,  2.25it/s]
overall:   8%|▊         | 329/4000 [02:38<28:31,  2.14it/s]

train:   9%|▉         | 329/3515 [02:35<24:45,  2.14it/s]
overall:   8%|▊         | 330/4000 [02:38<26:55,  2.27it/s]

train:   9%|▉         | 330/3515 [02:36<23:21,  2.27it/s]
overall:   8%|▊         | 331/4000 [02:39<25:35,  2.39it/s]

train:   9%|▉         | 331/3515 [02:36<22:12,  2.39it/s]
overall:   8%|▊         | 332/4000 [02:39<26:52,  2.27it/s]

train:   9%|▉         | 332/3515 [02:37<23:19,  2.27it/s]
overall:   8%|▊         | 333/4000 [02:40<27:42,  2.21it/s]

train:   9%|▉         | 333/3515 [02:37<24:02,  2.21it/s]
overall:   8%|▊         | 334/4000 [02:40<25:08,  2.43it/s]

train:  10%|▉         | 334/3515 [02:37<21:48,  2.43it/s]
overall:   8%|▊         | 335/4000 [02:40<19:32,  3.12it/s]

train:  10%|▉         | 335/3515 [02:37<16:57,  3.12it/s]
overall:   8%|▊         | 336/4000 [02:40<23:17,  2.62it/s]

train:  10%|▉         | 336/3515 [02:38<20:12,  2.62it/s]
overall:   8%|▊         | 337/4000 [02:41<24:29,  2.49it/s]

train:  10%|▉         | 337/3515 [02:38<21:15,  2.49it/s]
overall:   8%|▊         | 338/4000 [02:41<26:18,  2.32it/s]

train:  10%|▉         | 338/3515 [02:39<22:49,  2.32it/s]
overall:   8%|▊         | 339/4000 [02:42<27:36,  2.21it/s]

train:  10%|▉         | 339/3515 [02:39<23:57,  2.21it/s]train loss: 1.86821711063385
train per: 0.5511266124121131

overall:   8%|▊         | 340/4000 [02:42<24:17,  2.51it/s]

train:  10%|▉         | 340/3515 [02:40<21:04,  2.51it/s]
overall:   9%|▊         | 341/4000 [02:43<25:16,  2.41it/s]

train:  10%|▉         | 341/3515 [02:40<21:55,  2.41it/s]
overall:   9%|▊         | 342/4000 [02:43<26:26,  2.31it/s]

train:  10%|▉         | 342/3515 [02:41<22:56,  2.31it/s]
overall:   9%|▊         | 343/4000 [02:44<28:00,  2.18it/s]

train:  10%|▉         | 343/3515 [02:41<24:17,  2.18it/s]
overall:   9%|▊         | 344/4000 [02:44<28:50,  2.11it/s]

train:  10%|▉         | 344/3515 [02:42<25:01,  2.11it/s]
overall:   9%|▊         | 345/4000 [02:45<29:15,  2.08it/s]

train:  10%|▉         | 345/3515 [02:42<25:22,  2.08it/s]
overall:   9%|▊         | 346/4000 [02:45<35:05,  1.74it/s]

train:  10%|▉         | 346/3515 [02:43<30:25,  1.74it/s]
overall:   9%|▊         | 347/4000 [02:46<33:29,  1.82it/s]

train:  10%|▉         | 347/3515 [02:43<29:02,  1.82it/s]
overall:   9%|▊         | 348/4000 [02:46<32:14,  1.89it/s]

train:  10%|▉         | 348/3515 [02:44<27:57,  1.89it/s]
overall:   9%|▊         | 349/4000 [02:47<32:08,  1.89it/s]

train:  10%|▉         | 349/3515 [02:44<27:52,  1.89it/s]
overall:   9%|▉         | 350/4000 [02:47<31:53,  1.91it/s]

train:  10%|▉         | 350/3515 [02:45<27:39,  1.91it/s]
overall:   9%|▉         | 351/4000 [02:48<31:31,  1.93it/s]

train:  10%|▉         | 351/3515 [02:45<27:20,  1.93it/s]
overall:   9%|▉         | 352/4000 [02:48<31:32,  1.93it/s]

train:  10%|█         | 352/3515 [02:46<27:21,  1.93it/s]
overall:   9%|▉         | 353/4000 [02:49<31:36,  1.92it/s]

train:  10%|█         | 353/3515 [02:46<27:23,  1.92it/s]
overall:   9%|▉         | 354/4000 [02:49<31:10,  1.95it/s]

train:  10%|█         | 354/3515 [02:47<27:01,  1.95it/s]
overall:   9%|▉         | 355/4000 [02:50<29:14,  2.08it/s]

train:  10%|█         | 355/3515 [02:47<25:21,  2.08it/s]
overall:   9%|▉         | 356/4000 [02:50<29:30,  2.06it/s]

train:  10%|█         | 356/3515 [02:48<25:35,  2.06it/s]
overall:   9%|▉         | 357/4000 [02:51<30:06,  2.02it/s]

train:  10%|█         | 357/3515 [02:48<26:05,  2.02it/s]
overall:   9%|▉         | 358/4000 [02:51<28:19,  2.14it/s]

train:  10%|█         | 358/3515 [02:49<24:32,  2.14it/s]
overall:   9%|▉         | 359/4000 [02:52<23:59,  2.53it/s]

train:  10%|█         | 359/3515 [02:49<20:48,  2.53it/s]train loss: 1.9047924280166626
train per: 0.5583806712474884

overall:   9%|▉         | 360/4000 [02:52<24:24,  2.49it/s]

train:  10%|█         | 360/3515 [02:49<21:09,  2.48it/s]
overall:   9%|▉         | 361/4000 [02:52<26:38,  2.28it/s]

train:  10%|█         | 361/3515 [02:50<23:05,  2.28it/s]
overall:   9%|▉         | 362/4000 [02:53<27:14,  2.23it/s]

train:  10%|█         | 362/3515 [02:50<23:36,  2.23it/s]
overall:   9%|▉         | 363/4000 [02:53<28:17,  2.14it/s]

train:  10%|█         | 363/3515 [02:51<24:30,  2.14it/s]
overall:   9%|▉         | 364/4000 [02:54<29:05,  2.08it/s]

train:  10%|█         | 364/3515 [02:51<25:12,  2.08it/s]
overall:   9%|▉         | 365/4000 [02:54<28:44,  2.11it/s]

train:  10%|█         | 365/3515 [02:52<24:53,  2.11it/s]
overall:   9%|▉         | 366/4000 [02:55<29:27,  2.06it/s]

train:  10%|█         | 366/3515 [02:52<25:31,  2.06it/s]
overall:   9%|▉         | 367/4000 [02:55<29:41,  2.04it/s]

train:  10%|█         | 367/3515 [02:53<25:43,  2.04it/s]
overall:   9%|▉         | 368/4000 [02:56<30:14,  2.00it/s]

train:  10%|█         | 368/3515 [02:53<26:11,  2.00it/s]
overall:   9%|▉         | 369/4000 [02:56<30:43,  1.97it/s]

train:  10%|█         | 369/3515 [02:54<26:37,  1.97it/s]
overall:   9%|▉         | 370/4000 [02:57<35:39,  1.70it/s]

train:  11%|█         | 370/3515 [02:55<30:53,  1.70it/s]
overall:   9%|▉         | 371/4000 [02:58<33:39,  1.80it/s]

train:  11%|█         | 371/3515 [02:55<29:09,  1.80it/s]
overall:   9%|▉         | 372/4000 [02:58<31:15,  1.93it/s]

train:  11%|█         | 372/3515 [02:56<27:04,  1.93it/s]
overall:   9%|▉         | 373/4000 [02:59<29:47,  2.03it/s]

train:  11%|█         | 373/3515 [02:56<25:48,  2.03it/s]
overall:   9%|▉         | 374/4000 [02:59<29:11,  2.07it/s]

train:  11%|█         | 374/3515 [02:57<25:17,  2.07it/s]
overall:   9%|▉         | 375/4000 [03:00<29:43,  2.03it/s]

train:  11%|█         | 375/3515 [02:57<25:45,  2.03it/s]
overall:   9%|▉         | 376/4000 [03:00<25:35,  2.36it/s]

train:  11%|█         | 376/3515 [02:57<22:09,  2.36it/s]
overall:   9%|▉         | 377/4000 [03:00<23:32,  2.57it/s]

train:  11%|█         | 377/3515 [02:58<20:22,  2.57it/s]
overall:   9%|▉         | 378/4000 [03:01<23:19,  2.59it/s]

train:  11%|█         | 378/3515 [02:58<20:11,  2.59it/s]
overall:   9%|▉         | 379/4000 [03:01<18:38,  3.24it/s]

train:  11%|█         | 379/3515 [02:58<16:08,  3.24it/s]train loss: 1.838949203491211
train per: 0.5434478388297732

overall:  10%|▉         | 380/4000 [03:01<22:43,  2.65it/s]

train:  11%|█         | 380/3515 [02:59<19:41,  2.65it/s]
overall:  10%|▉         | 381/4000 [03:01<20:50,  2.89it/s]

train:  11%|█         | 381/3515 [02:59<18:03,  2.89it/s]
overall:  10%|▉         | 382/4000 [03:02<23:55,  2.52it/s]

train:  11%|█         | 382/3515 [02:59<20:42,  2.52it/s]
overall:  10%|▉         | 383/4000 [03:03<26:05,  2.31it/s]

train:  11%|█         | 383/3515 [03:00<22:35,  2.31it/s]
overall:  10%|▉         | 384/4000 [03:03<27:22,  2.20it/s]

train:  11%|█         | 384/3515 [03:01<23:41,  2.20it/s]
overall:  10%|▉         | 385/4000 [03:03<23:59,  2.51it/s]

train:  11%|█         | 385/3515 [03:01<20:46,  2.51it/s]
overall:  10%|▉         | 386/4000 [03:04<26:26,  2.28it/s]

train:  11%|█         | 386/3515 [03:01<22:53,  2.28it/s]
overall:  10%|▉         | 387/4000 [03:04<20:18,  2.96it/s]

train:  11%|█         | 387/3515 [03:01<17:35,  2.96it/s]
overall:  10%|▉         | 388/4000 [03:04<22:42,  2.65it/s]

train:  11%|█         | 388/3515 [03:02<19:39,  2.65it/s]
overall:  10%|▉         | 389/4000 [03:05<25:22,  2.37it/s]

train:  11%|█         | 389/3515 [03:02<21:58,  2.37it/s]
overall:  10%|▉         | 390/4000 [03:05<26:35,  2.26it/s]

train:  11%|█         | 390/3515 [03:03<23:01,  2.26it/s]
overall:  10%|▉         | 391/4000 [03:06<27:25,  2.19it/s]

train:  11%|█         | 391/3515 [03:03<23:44,  2.19it/s]
overall:  10%|▉         | 392/4000 [03:06<29:16,  2.05it/s]

train:  11%|█         | 392/3515 [03:04<25:20,  2.05it/s]
overall:  10%|▉         | 393/4000 [03:07<24:43,  2.43it/s]

train:  11%|█         | 393/3515 [03:04<21:23,  2.43it/s]
overall:  10%|▉         | 394/4000 [03:08<33:30,  1.79it/s]

train:  11%|█         | 394/3515 [03:05<28:59,  1.79it/s]
overall:  10%|▉         | 395/4000 [03:08<32:29,  1.85it/s]

train:  11%|█         | 395/3515 [03:06<28:07,  1.85it/s]
overall:  10%|▉         | 396/4000 [03:09<31:57,  1.88it/s]

train:  11%|█▏        | 396/3515 [03:06<27:39,  1.88it/s]
overall:  10%|▉         | 397/4000 [03:09<31:50,  1.89it/s]

train:  11%|█▏        | 397/3515 [03:07<27:33,  1.89it/s]
overall:  10%|▉         | 398/4000 [03:10<31:23,  1.91it/s]

train:  11%|█▏        | 398/3515 [03:07<27:09,  1.91it/s]
overall:  10%|▉         | 399/4000 [03:10<31:21,  1.91it/s]

train:  11%|█▏        | 399/3515 [03:08<27:07,  1.91it/s]train loss: 1.8722219467163086
train per: 0.5468845809159946

overall:  10%|█         | 400/4000 [03:11<31:01,  1.93it/s]

train:  11%|█▏        | 400/3515 [03:08<26:51,  1.93it/s]
overall:  10%|█         | 401/4000 [03:11<30:24,  1.97it/s]

train:  11%|█▏        | 401/3515 [03:09<26:18,  1.97it/s]
overall:  10%|█         | 402/4000 [03:12<29:28,  2.03it/s]

train:  11%|█▏        | 402/3515 [03:09<25:29,  2.04it/s]
overall:  10%|█         | 403/4000 [03:12<29:51,  2.01it/s]

train:  11%|█▏        | 403/3515 [03:10<25:50,  2.01it/s]
overall:  10%|█         | 404/4000 [03:13<30:26,  1.97it/s]

train:  11%|█▏        | 404/3515 [03:10<26:20,  1.97it/s]
overall:  10%|█         | 405/4000 [03:13<29:57,  2.00it/s]

train:  12%|█▏        | 405/3515 [03:11<25:54,  2.00it/s]
overall:  10%|█         | 406/4000 [03:14<29:06,  2.06it/s]

train:  12%|█▏        | 406/3515 [03:11<25:10,  2.06it/s]
overall:  10%|█         | 407/4000 [03:14<29:02,  2.06it/s]

train:  12%|█▏        | 407/3515 [03:12<25:07,  2.06it/s]
overall:  10%|█         | 408/4000 [03:15<29:07,  2.06it/s]

train:  12%|█▏        | 408/3515 [03:12<25:11,  2.06it/s]
overall:  10%|█         | 409/4000 [03:15<28:30,  2.10it/s]

train:  12%|█▏        | 409/3515 [03:13<24:39,  2.10it/s]
overall:  10%|█         | 410/4000 [03:16<29:18,  2.04it/s]

train:  12%|█▏        | 410/3515 [03:13<25:20,  2.04it/s]
overall:  10%|█         | 411/4000 [03:16<28:13,  2.12it/s]

train:  12%|█▏        | 411/3515 [03:13<24:25,  2.12it/s]
overall:  10%|█         | 412/4000 [03:16<28:53,  2.07it/s]

train:  12%|█▏        | 412/3515 [03:14<24:59,  2.07it/s]
overall:  10%|█         | 413/4000 [03:17<29:06,  2.05it/s]

train:  12%|█▏        | 413/3515 [03:14<25:10,  2.05it/s]
overall:  10%|█         | 414/4000 [03:17<29:21,  2.04it/s]

train:  12%|█▏        | 414/3515 [03:15<25:23,  2.04it/s]
overall:  10%|█         | 415/4000 [03:18<29:23,  2.03it/s]

train:  12%|█▏        | 415/3515 [03:15<25:24,  2.03it/s]
overall:  10%|█         | 416/4000 [03:18<29:44,  2.01it/s]

train:  12%|█▏        | 416/3515 [03:16<25:43,  2.01it/s]
overall:  10%|█         | 417/4000 [03:19<29:52,  2.00it/s]

train:  12%|█▏        | 417/3515 [03:16<25:50,  2.00it/s]
overall:  10%|█         | 418/4000 [03:20<33:24,  1.79it/s]

train:  12%|█▏        | 418/3515 [03:17<28:53,  1.79it/s]
overall:  10%|█         | 419/4000 [03:20<31:12,  1.91it/s]

train:  12%|█▏        | 419/3515 [03:18<26:58,  1.91it/s]train loss: 1.802968978881836
train per: 0.5400415821246963

overall:  10%|█         | 420/4000 [03:21<31:08,  1.92it/s]

train:  12%|█▏        | 420/3515 [03:18<26:56,  1.91it/s]
overall:  11%|█         | 421/4000 [03:21<30:03,  1.98it/s]

train:  12%|█▏        | 421/3515 [03:19<25:58,  1.98it/s]
overall:  11%|█         | 422/4000 [03:21<26:36,  2.24it/s]

train:  12%|█▏        | 422/3515 [03:19<23:00,  2.24it/s]
overall:  11%|█         | 423/4000 [03:22<22:43,  2.62it/s]

train:  12%|█▏        | 423/3515 [03:19<19:38,  2.62it/s]
overall:  11%|█         | 424/4000 [03:22<23:30,  2.53it/s]

train:  12%|█▏        | 424/3515 [03:20<20:19,  2.53it/s]
overall:  11%|█         | 425/4000 [03:23<25:52,  2.30it/s]

train:  12%|█▏        | 425/3515 [03:20<22:21,  2.30it/s]
overall:  11%|█         | 426/4000 [03:23<22:46,  2.62it/s]

train:  12%|█▏        | 426/3515 [03:20<19:40,  2.62it/s]
overall:  11%|█         | 427/4000 [03:23<24:49,  2.40it/s]

train:  12%|█▏        | 427/3515 [03:21<21:27,  2.40it/s]
overall:  11%|█         | 428/4000 [03:24<26:20,  2.26it/s]

train:  12%|█▏        | 428/3515 [03:21<22:45,  2.26it/s]
overall:  11%|█         | 429/4000 [03:24<25:20,  2.35it/s]

train:  12%|█▏        | 429/3515 [03:22<21:53,  2.35it/s]
overall:  11%|█         | 430/4000 [03:25<26:55,  2.21it/s]

train:  12%|█▏        | 430/3515 [03:22<23:15,  2.21it/s]
overall:  11%|█         | 431/4000 [03:25<28:22,  2.10it/s]

train:  12%|█▏        | 431/3515 [03:23<24:31,  2.10it/s]
overall:  11%|█         | 432/4000 [03:26<28:45,  2.07it/s]

train:  12%|█▏        | 432/3515 [03:23<24:51,  2.07it/s]
overall:  11%|█         | 433/4000 [03:26<29:36,  2.01it/s]

train:  12%|█▏        | 433/3515 [03:24<25:35,  2.01it/s]
overall:  11%|█         | 434/4000 [03:27<30:08,  1.97it/s]

train:  12%|█▏        | 434/3515 [03:24<26:02,  1.97it/s]
overall:  11%|█         | 435/4000 [03:27<27:51,  2.13it/s]

train:  12%|█▏        | 435/3515 [03:25<24:04,  2.13it/s]
overall:  11%|█         | 436/4000 [03:28<28:58,  2.05it/s]

train:  12%|█▏        | 436/3515 [03:25<25:01,  2.05it/s]
overall:  11%|█         | 437/4000 [03:28<29:47,  1.99it/s]

train:  12%|█▏        | 437/3515 [03:26<25:44,  1.99it/s]
overall:  11%|█         | 438/4000 [03:29<29:37,  2.00it/s]

train:  12%|█▏        | 438/3515 [03:26<25:35,  2.00it/s]
overall:  11%|█         | 439/4000 [03:29<28:56,  2.05it/s]

train:  12%|█▏        | 439/3515 [03:27<25:00,  2.05it/s]train loss: 1.841792345046997
train per: 0.5458224170579232

overall:  11%|█         | 440/4000 [03:30<28:37,  2.07it/s]

train:  13%|█▎        | 440/3515 [03:27<24:44,  2.07it/s]
overall:  11%|█         | 441/4000 [03:30<28:58,  2.05it/s]

train:  13%|█▎        | 441/3515 [03:28<25:00,  2.05it/s]
overall:  11%|█         | 442/4000 [03:31<35:21,  1.68it/s]

train:  13%|█▎        | 442/3515 [03:29<30:32,  1.68it/s]
overall:  11%|█         | 443/4000 [03:32<33:32,  1.77it/s]

train:  13%|█▎        | 443/3515 [03:29<28:57,  1.77it/s]
overall:  11%|█         | 444/4000 [03:32<32:12,  1.84it/s]

train:  13%|█▎        | 444/3515 [03:30<27:49,  1.84it/s]
overall:  11%|█         | 445/4000 [03:33<31:08,  1.90it/s]

train:  13%|█▎        | 445/3515 [03:30<26:53,  1.90it/s]
overall:  11%|█         | 446/4000 [03:33<30:24,  1.95it/s]

train:  13%|█▎        | 446/3515 [03:31<26:15,  1.95it/s]
overall:  11%|█         | 447/4000 [03:34<30:10,  1.96it/s]

train:  13%|█▎        | 447/3515 [03:31<26:03,  1.96it/s]
overall:  11%|█         | 448/4000 [03:34<30:18,  1.95it/s]

train:  13%|█▎        | 448/3515 [03:32<26:09,  1.95it/s]
overall:  11%|█         | 449/4000 [03:35<30:29,  1.94it/s]

train:  13%|█▎        | 449/3515 [03:32<26:19,  1.94it/s]
overall:  11%|█▏        | 450/4000 [03:35<23:41,  2.50it/s]

train:  13%|█▎        | 450/3515 [03:32<20:27,  2.50it/s]
overall:  11%|█▏        | 451/4000 [03:35<25:11,  2.35it/s]

train:  13%|█▎        | 451/3515 [03:33<21:44,  2.35it/s]
overall:  11%|█▏        | 452/4000 [03:36<26:40,  2.22it/s]

train:  13%|█▎        | 452/3515 [03:33<23:01,  2.22it/s]
overall:  11%|█▏        | 453/4000 [03:36<27:26,  2.15it/s]

train:  13%|█▎        | 453/3515 [03:34<23:41,  2.15it/s]
overall:  11%|█▏        | 454/4000 [03:37<28:26,  2.08it/s]

train:  13%|█▎        | 454/3515 [03:34<24:32,  2.08it/s]
overall:  11%|█▏        | 455/4000 [03:37<28:39,  2.06it/s]

train:  13%|█▎        | 455/3515 [03:35<24:44,  2.06it/s]
overall:  11%|█▏        | 456/4000 [03:38<29:10,  2.03it/s]

train:  13%|█▎        | 456/3515 [03:35<25:10,  2.03it/s]
overall:  11%|█▏        | 457/4000 [03:38<27:42,  2.13it/s]

train:  13%|█▎        | 457/3515 [03:36<23:54,  2.13it/s]
overall:  11%|█▏        | 458/4000 [03:39<28:53,  2.04it/s]

train:  13%|█▎        | 458/3515 [03:36<24:56,  2.04it/s]
overall:  11%|█▏        | 459/4000 [03:39<29:20,  2.01it/s]

train:  13%|█▎        | 459/3515 [03:37<25:19,  2.01it/s]train loss: 1.8292858600616455
train per: 0.5443383356070941

overall:  12%|█▏        | 460/4000 [03:40<29:46,  1.98it/s]

train:  13%|█▎        | 460/3515 [03:37<25:42,  1.98it/s]
overall:  12%|█▏        | 461/4000 [03:40<30:08,  1.96it/s]

train:  13%|█▎        | 461/3515 [03:38<26:00,  1.96it/s]
overall:  12%|█▏        | 462/4000 [03:41<29:16,  2.01it/s]

train:  13%|█▎        | 462/3515 [03:38<25:15,  2.01it/s]
overall:  12%|█▏        | 463/4000 [03:41<29:29,  2.00it/s]

train:  13%|█▎        | 463/3515 [03:39<25:26,  2.00it/s]
overall:  12%|█▏        | 464/4000 [03:41<25:08,  2.34it/s]

train:  13%|█▎        | 464/3515 [03:39<21:41,  2.34it/s]
overall:  12%|█▏        | 465/4000 [03:42<27:04,  2.18it/s]

train:  13%|█▎        | 465/3515 [03:39<23:22,  2.18it/s]
overall:  12%|█▏        | 466/4000 [03:43<34:35,  1.70it/s]

train:  13%|█▎        | 466/3515 [03:40<29:51,  1.70it/s]
overall:  12%|█▏        | 467/4000 [03:43<31:26,  1.87it/s]

train:  13%|█▎        | 467/3515 [03:41<27:07,  1.87it/s]
overall:  12%|█▏        | 468/4000 [03:44<30:36,  1.92it/s]

train:  13%|█▎        | 468/3515 [03:41<26:24,  1.92it/s]
overall:  12%|█▏        | 469/4000 [03:44<29:28,  2.00it/s]

train:  13%|█▎        | 469/3515 [03:42<25:25,  2.00it/s]
overall:  12%|█▏        | 470/4000 [03:45<29:18,  2.01it/s]

train:  13%|█▎        | 470/3515 [03:42<25:17,  2.01it/s]
overall:  12%|█▏        | 471/4000 [03:45<29:10,  2.02it/s]

train:  13%|█▎        | 471/3515 [03:43<25:09,  2.02it/s]
overall:  12%|█▏        | 472/4000 [03:45<25:22,  2.32it/s]

train:  13%|█▎        | 472/3515 [03:43<21:52,  2.32it/s]
overall:  12%|█▏        | 473/4000 [03:46<27:23,  2.15it/s]

train:  13%|█▎        | 473/3515 [03:44<23:37,  2.15it/s]
overall:  12%|█▏        | 474/4000 [03:47<27:43,  2.12it/s]

train:  13%|█▎        | 474/3515 [03:44<23:54,  2.12it/s]
overall:  12%|█▏        | 475/4000 [03:47<27:30,  2.14it/s]

train:  14%|█▎        | 475/3515 [03:44<23:43,  2.14it/s]
overall:  12%|█▏        | 476/4000 [03:47<27:45,  2.12it/s]

train:  14%|█▎        | 476/3515 [03:45<23:56,  2.12it/s]
overall:  12%|█▏        | 477/4000 [03:48<28:19,  2.07it/s]

train:  14%|█▎        | 477/3515 [03:45<24:25,  2.07it/s]
overall:  12%|█▏        | 478/4000 [03:48<28:58,  2.03it/s]

train:  14%|█▎        | 478/3515 [03:46<24:59,  2.03it/s]
overall:  12%|█▏        | 479/4000 [03:49<29:12,  2.01it/s]

train:  14%|█▎        | 479/3515 [03:46<25:11,  2.01it/s]train loss: 1.8402345180511475
train per: 0.5491302873201221

overall:  12%|█▏        | 480/4000 [03:49<29:15,  2.01it/s]

train:  14%|█▎        | 480/3515 [03:47<25:13,  2.01it/s]
overall:  12%|█▏        | 481/4000 [03:50<29:38,  1.98it/s]

train:  14%|█▎        | 481/3515 [03:48<25:33,  1.98it/s]
overall:  12%|█▏        | 482/4000 [03:51<29:26,  1.99it/s]

train:  14%|█▎        | 482/3515 [03:48<25:23,  1.99it/s]
overall:  12%|█▏        | 483/4000 [03:51<27:29,  2.13it/s]

train:  14%|█▎        | 483/3515 [03:48<23:41,  2.13it/s]
overall:  12%|█▏        | 484/4000 [03:51<28:16,  2.07it/s]

train:  14%|█▍        | 484/3515 [03:49<24:22,  2.07it/s]
overall:  12%|█▏        | 485/4000 [03:52<28:32,  2.05it/s]

train:  14%|█▍        | 485/3515 [03:49<24:36,  2.05it/s]
overall:  12%|█▏        | 486/4000 [03:52<28:47,  2.03it/s]

train:  14%|█▍        | 486/3515 [03:50<24:48,  2.03it/s]
overall:  12%|█▏        | 487/4000 [03:53<29:02,  2.02it/s]

train:  14%|█▍        | 487/3515 [03:50<25:01,  2.02it/s]
overall:  12%|█▏        | 488/4000 [03:53<29:15,  2.00it/s]

train:  14%|█▍        | 488/3515 [03:51<25:13,  2.00it/s]
overall:  12%|█▏        | 489/4000 [03:54<27:36,  2.12it/s]

train:  14%|█▍        | 489/3515 [03:51<23:47,  2.12it/s]
overall:  12%|█▏        | 490/4000 [03:55<33:58,  1.72it/s]

train:  14%|█▍        | 490/3515 [03:52<29:16,  1.72it/s]
overall:  12%|█▏        | 491/4000 [03:55<32:50,  1.78it/s]

train:  14%|█▍        | 491/3515 [03:53<28:18,  1.78it/s]
overall:  12%|█▏        | 492/4000 [03:56<31:38,  1.85it/s]

train:  14%|█▍        | 492/3515 [03:53<27:15,  1.85it/s]
overall:  12%|█▏        | 493/4000 [03:56<31:05,  1.88it/s]

train:  14%|█▍        | 493/3515 [03:54<26:47,  1.88it/s]
overall:  12%|█▏        | 494/4000 [03:57<30:54,  1.89it/s]

train:  14%|█▍        | 494/3515 [03:54<26:38,  1.89it/s]
overall:  12%|█▏        | 495/4000 [03:57<28:43,  2.03it/s]

train:  14%|█▍        | 495/3515 [03:55<24:44,  2.03it/s]
overall:  12%|█▏        | 496/4000 [03:58<29:23,  1.99it/s]

train:  14%|█▍        | 496/3515 [03:55<25:19,  1.99it/s]
overall:  12%|█▏        | 497/4000 [03:58<29:18,  1.99it/s]

train:  14%|█▍        | 497/3515 [03:56<25:14,  1.99it/s]
overall:  12%|█▏        | 498/4000 [03:59<29:09,  2.00it/s]

train:  14%|█▍        | 498/3515 [03:56<25:07,  2.00it/s]
overall:  12%|█▏        | 499/4000 [03:59<28:03,  2.08it/s]

train:  14%|█▍        | 499/3515 [03:57<24:10,  2.08it/s]train loss: 1.7961419820785522
train per: 0.5371916690661291

overall:  12%|█▎        | 500/4000 [04:00<28:58,  2.01it/s]

train:  14%|█▍        | 500/3515 [03:57<24:58,  2.01it/s]
overall:  13%|█▎        | 501/4000 [04:00<28:09,  2.07it/s]

train:  14%|█▍        | 501/3515 [03:58<24:15,  2.07it/s]
overall:  13%|█▎        | 502/4000 [04:01<28:06,  2.07it/s]

train:  14%|█▍        | 502/3515 [03:58<24:12,  2.07it/s]
overall:  13%|█▎        | 503/4000 [04:01<25:06,  2.32it/s]

train:  14%|█▍        | 503/3515 [03:58<21:37,  2.32it/s]
overall:  13%|█▎        | 504/4000 [04:01<24:18,  2.40it/s]

train:  14%|█▍        | 504/3515 [03:59<20:56,  2.40it/s]
overall:  13%|█▎        | 505/4000 [04:02<26:10,  2.23it/s]

train:  14%|█▍        | 505/3515 [03:59<22:32,  2.23it/s]
overall:  13%|█▎        | 506/4000 [04:02<27:38,  2.11it/s]

train:  14%|█▍        | 506/3515 [04:00<23:48,  2.11it/s]
overall:  13%|█▎        | 507/4000 [04:03<28:18,  2.06it/s]

train:  14%|█▍        | 507/3515 [04:00<24:22,  2.06it/s]
overall:  13%|█▎        | 508/4000 [04:03<28:39,  2.03it/s]

train:  14%|█▍        | 508/3515 [04:01<24:40,  2.03it/s]
overall:  13%|█▎        | 509/4000 [04:04<29:13,  1.99it/s]

train:  14%|█▍        | 509/3515 [04:01<25:09,  1.99it/s]
overall:  13%|█▎        | 510/4000 [04:04<29:01,  2.00it/s]

train:  15%|█▍        | 510/3515 [04:02<24:59,  2.00it/s]
overall:  13%|█▎        | 511/4000 [04:05<28:27,  2.04it/s]

train:  15%|█▍        | 511/3515 [04:02<24:30,  2.04it/s]
overall:  13%|█▎        | 512/4000 [04:05<29:08,  1.99it/s]

train:  15%|█▍        | 512/3515 [04:03<25:05,  1.99it/s]
overall:  13%|█▎        | 513/4000 [04:06<28:12,  2.06it/s]

train:  15%|█▍        | 513/3515 [04:03<24:17,  2.06it/s]
overall:  13%|█▎        | 514/4000 [04:07<34:22,  1.69it/s]

train:  15%|█▍        | 514/3515 [04:04<29:35,  1.69it/s]
overall:  13%|█▎        | 515/4000 [04:07<32:48,  1.77it/s]

train:  15%|█▍        | 515/3515 [04:05<28:14,  1.77it/s]
overall:  13%|█▎        | 516/4000 [04:08<32:01,  1.81it/s]

train:  15%|█▍        | 516/3515 [04:05<27:33,  1.81it/s]
overall:  13%|█▎        | 517/4000 [04:08<26:51,  2.16it/s]

train:  15%|█▍        | 517/3515 [04:05<23:06,  2.16it/s]
overall:  13%|█▎        | 518/4000 [04:08<27:49,  2.09it/s]

train:  15%|█▍        | 518/3515 [04:06<23:57,  2.09it/s]
overall:  13%|█▎        | 519/4000 [04:09<28:03,  2.07it/s]

train:  15%|█▍        | 519/3515 [04:06<24:09,  2.07it/s]train loss: 1.7935163974761963
train per: 0.5386309192537566

overall:  13%|█▎        | 520/4000 [04:09<28:52,  2.01it/s]

train:  15%|█▍        | 520/3515 [04:07<24:51,  2.01it/s]
overall:  13%|█▎        | 521/4000 [04:10<21:58,  2.64it/s]

train:  15%|█▍        | 521/3515 [04:07<18:54,  2.64it/s]
overall:  13%|█▎        | 522/4000 [04:10<24:30,  2.36it/s]

train:  15%|█▍        | 522/3515 [04:08<21:05,  2.36it/s]
overall:  13%|█▎        | 523/4000 [04:11<26:04,  2.22it/s]

train:  15%|█▍        | 523/3515 [04:08<22:25,  2.22it/s]
overall:  13%|█▎        | 524/4000 [04:11<26:19,  2.20it/s]

train:  15%|█▍        | 524/3515 [04:09<22:39,  2.20it/s]
overall:  13%|█▎        | 525/4000 [04:12<26:32,  2.18it/s]

train:  15%|█▍        | 525/3515 [04:09<22:50,  2.18it/s]
overall:  13%|█▎        | 526/4000 [04:12<27:25,  2.11it/s]

train:  15%|█▍        | 526/3515 [04:10<23:35,  2.11it/s]
overall:  13%|█▎        | 527/4000 [04:12<27:13,  2.13it/s]

train:  15%|█▍        | 527/3515 [04:10<23:25,  2.13it/s]
overall:  13%|█▎        | 528/4000 [04:13<27:41,  2.09it/s]

train:  15%|█▌        | 528/3515 [04:10<23:48,  2.09it/s]
overall:  13%|█▎        | 529/4000 [04:13<28:27,  2.03it/s]

train:  15%|█▌        | 529/3515 [04:11<24:29,  2.03it/s]
overall:  13%|█▎        | 530/4000 [04:14<25:22,  2.28it/s]

train:  15%|█▌        | 530/3515 [04:11<21:49,  2.28it/s]
overall:  13%|█▎        | 531/4000 [04:14<26:45,  2.16it/s]

train:  15%|█▌        | 531/3515 [04:12<23:00,  2.16it/s]
overall:  13%|█▎        | 532/4000 [04:14<20:34,  2.81it/s]

train:  15%|█▌        | 532/3515 [04:12<17:42,  2.81it/s]
overall:  13%|█▎        | 533/4000 [04:15<23:39,  2.44it/s]

train:  15%|█▌        | 533/3515 [04:12<20:20,  2.44it/s]
overall:  13%|█▎        | 534/4000 [04:15<25:32,  2.26it/s]

train:  15%|█▌        | 534/3515 [04:13<21:57,  2.26it/s]
overall:  13%|█▎        | 535/4000 [04:16<24:44,  2.33it/s]

train:  15%|█▌        | 535/3515 [04:13<21:16,  2.33it/s]
overall:  13%|█▎        | 536/4000 [04:16<26:43,  2.16it/s]

train:  15%|█▌        | 536/3515 [04:14<22:58,  2.16it/s]
overall:  13%|█▎        | 537/4000 [04:17<27:39,  2.09it/s]

train:  15%|█▌        | 537/3515 [04:14<23:47,  2.09it/s]
overall:  13%|█▎        | 538/4000 [04:18<34:11,  1.69it/s]

train:  15%|█▌        | 538/3515 [04:15<29:24,  1.69it/s]
overall:  13%|█▎        | 539/4000 [04:18<32:57,  1.75it/s]

train:  15%|█▌        | 539/3515 [04:16<28:20,  1.75it/s]train loss: 1.8447128534317017
train per: 0.543170167856066

overall:  14%|█▎        | 540/4000 [04:19<30:15,  1.91it/s]

train:  15%|█▌        | 540/3515 [04:16<26:01,  1.90it/s]
overall:  14%|█▎        | 541/4000 [04:19<29:08,  1.98it/s]

train:  15%|█▌        | 541/3515 [04:17<25:03,  1.98it/s]
overall:  14%|█▎        | 542/4000 [04:20<29:29,  1.95it/s]

train:  15%|█▌        | 542/3515 [04:17<25:21,  1.95it/s]
overall:  14%|█▎        | 543/4000 [04:20<29:09,  1.98it/s]

train:  15%|█▌        | 543/3515 [04:18<25:03,  1.98it/s]
overall:  14%|█▎        | 544/4000 [04:21<29:24,  1.96it/s]

train:  15%|█▌        | 544/3515 [04:18<25:16,  1.96it/s]
overall:  14%|█▎        | 545/4000 [04:21<26:07,  2.20it/s]

train:  16%|█▌        | 545/3515 [04:19<22:27,  2.20it/s]
overall:  14%|█▎        | 546/4000 [04:22<27:15,  2.11it/s]

train:  16%|█▌        | 546/3515 [04:19<23:26,  2.11it/s]
overall:  14%|█▎        | 547/4000 [04:22<21:06,  2.73it/s]

train:  16%|█▌        | 547/3515 [04:19<18:08,  2.73it/s]
overall:  14%|█▎        | 548/4000 [04:22<23:27,  2.45it/s]

train:  16%|█▌        | 548/3515 [04:20<20:09,  2.45it/s]
overall:  14%|█▎        | 549/4000 [04:23<25:32,  2.25it/s]

train:  16%|█▌        | 549/3515 [04:20<21:56,  2.25it/s]
overall:  14%|█▍        | 550/4000 [04:23<21:08,  2.72it/s]

train:  16%|█▌        | 550/3515 [04:20<18:09,  2.72it/s]
overall:  14%|█▍        | 551/4000 [04:23<23:23,  2.46it/s]

train:  16%|█▌        | 551/3515 [04:21<20:05,  2.46it/s]
overall:  14%|█▍        | 552/4000 [04:24<25:30,  2.25it/s]

train:  16%|█▌        | 552/3515 [04:21<21:54,  2.25it/s]
overall:  14%|█▍        | 553/4000 [04:24<24:52,  2.31it/s]

train:  16%|█▌        | 553/3515 [04:22<21:22,  2.31it/s]
overall:  14%|█▍        | 554/4000 [04:25<22:45,  2.52it/s]

train:  16%|█▌        | 554/3515 [04:22<19:33,  2.52it/s]
overall:  14%|█▍        | 555/4000 [04:25<24:09,  2.38it/s]

train:  16%|█▌        | 555/3515 [04:23<20:45,  2.38it/s]
overall:  14%|█▍        | 556/4000 [04:26<24:23,  2.35it/s]

train:  16%|█▌        | 556/3515 [04:23<20:57,  2.35it/s]
overall:  14%|█▍        | 557/4000 [04:26<21:41,  2.65it/s]

train:  16%|█▌        | 557/3515 [04:23<18:38,  2.65it/s]
overall:  14%|█▍        | 558/4000 [04:26<23:39,  2.42it/s]

train:  16%|█▌        | 558/3515 [04:24<20:19,  2.42it/s]
overall:  14%|█▍        | 559/4000 [04:27<25:16,  2.27it/s]

train:  16%|█▌        | 559/3515 [04:24<21:43,  2.27it/s]train loss: 1.8654658794403076
train per: 0.5487253180052158

overall:  14%|█▍        | 560/4000 [04:27<26:22,  2.17it/s]

train:  16%|█▌        | 560/3515 [04:25<22:40,  2.17it/s]
overall:  14%|█▍        | 561/4000 [04:28<25:19,  2.26it/s]

train:  16%|█▌        | 561/3515 [04:25<21:45,  2.26it/s]
overall:  14%|█▍        | 562/4000 [04:29<32:23,  1.77it/s]

train:  16%|█▌        | 562/3515 [04:26<27:49,  1.77it/s]
overall:  14%|█▍        | 563/4000 [04:29<31:05,  1.84it/s]

train:  16%|█▌        | 563/3515 [04:27<26:41,  1.84it/s]
overall:  14%|█▍        | 564/4000 [04:30<29:05,  1.97it/s]

train:  16%|█▌        | 564/3515 [04:27<24:58,  1.97it/s]
overall:  14%|█▍        | 565/4000 [04:30<27:58,  2.05it/s]

train:  16%|█▌        | 565/3515 [04:27<24:01,  2.05it/s]
overall:  14%|█▍        | 566/4000 [04:30<22:34,  2.53it/s]

train:  16%|█▌        | 566/3515 [04:28<19:23,  2.53it/s]
overall:  14%|█▍        | 567/4000 [04:31<23:17,  2.46it/s]

train:  16%|█▌        | 567/3515 [04:28<20:00,  2.46it/s]
overall:  14%|█▍        | 568/4000 [04:31<25:08,  2.28it/s]

train:  16%|█▌        | 568/3515 [04:29<21:34,  2.28it/s]
overall:  14%|█▍        | 569/4000 [04:31<23:58,  2.38it/s]

train:  16%|█▌        | 569/3515 [04:29<20:35,  2.38it/s]
overall:  14%|█▍        | 570/4000 [04:32<25:48,  2.22it/s]

train:  16%|█▌        | 570/3515 [04:29<22:09,  2.22it/s]
overall:  14%|█▍        | 571/4000 [04:33<26:57,  2.12it/s]

train:  16%|█▌        | 571/3515 [04:30<23:08,  2.12it/s]
overall:  14%|█▍        | 572/4000 [04:33<27:30,  2.08it/s]

train:  16%|█▋        | 572/3515 [04:31<23:36,  2.08it/s]
overall:  14%|█▍        | 573/4000 [04:34<28:22,  2.01it/s]

train:  16%|█▋        | 573/3515 [04:31<24:21,  2.01it/s]
overall:  14%|█▍        | 574/4000 [04:34<27:41,  2.06it/s]

train:  16%|█▋        | 574/3515 [04:32<23:45,  2.06it/s]
overall:  14%|█▍        | 575/4000 [04:35<27:56,  2.04it/s]

train:  16%|█▋        | 575/3515 [04:32<23:58,  2.04it/s]
overall:  14%|█▍        | 576/4000 [04:35<27:23,  2.08it/s]

train:  16%|█▋        | 576/3515 [04:32<23:31,  2.08it/s]
overall:  14%|█▍        | 577/4000 [04:35<28:12,  2.02it/s]

train:  16%|█▋        | 577/3515 [04:33<24:12,  2.02it/s]
overall:  14%|█▍        | 578/4000 [04:36<28:31,  2.00it/s]

train:  16%|█▋        | 578/3515 [04:34<24:28,  2.00it/s]
overall:  14%|█▍        | 579/4000 [04:37<28:38,  1.99it/s]

train:  16%|█▋        | 579/3515 [04:34<24:35,  1.99it/s]train loss: 1.8306286334991455
train per: 0.5476762615675648

overall:  14%|█▍        | 580/4000 [04:37<28:35,  1.99it/s]

train:  17%|█▋        | 580/3515 [04:35<24:32,  1.99it/s]
overall:  15%|█▍        | 581/4000 [04:38<28:49,  1.98it/s]

train:  17%|█▋        | 581/3515 [04:35<24:44,  1.98it/s]
overall:  15%|█▍        | 582/4000 [04:38<27:45,  2.05it/s]

train:  17%|█▋        | 582/3515 [04:35<23:49,  2.05it/s]
overall:  15%|█▍        | 583/4000 [04:38<28:23,  2.01it/s]

train:  17%|█▋        | 583/3515 [04:36<24:21,  2.01it/s]
overall:  15%|█▍        | 584/4000 [04:39<29:00,  1.96it/s]

train:  17%|█▋        | 584/3515 [04:37<24:53,  1.96it/s]
overall:  15%|█▍        | 585/4000 [04:40<29:00,  1.96it/s]

train:  17%|█▋        | 585/3515 [04:37<24:53,  1.96it/s]
overall:  15%|█▍        | 586/4000 [04:40<33:56,  1.68it/s]

train:  17%|█▋        | 586/3515 [04:38<29:07,  1.68it/s]
overall:  15%|█▍        | 587/4000 [04:41<32:48,  1.73it/s]

train:  17%|█▋        | 587/3515 [04:38<28:08,  1.73it/s]
overall:  15%|█▍        | 588/4000 [04:41<30:46,  1.85it/s]

train:  17%|█▋        | 588/3515 [04:39<26:23,  1.85it/s]
overall:  15%|█▍        | 589/4000 [04:42<29:11,  1.95it/s]

train:  17%|█▋        | 589/3515 [04:39<25:02,  1.95it/s]
overall:  15%|█▍        | 590/4000 [04:42<25:53,  2.19it/s]

train:  17%|█▋        | 590/3515 [04:40<22:12,  2.19it/s]
overall:  15%|█▍        | 591/4000 [04:43<27:16,  2.08it/s]

train:  17%|█▋        | 591/3515 [04:40<23:23,  2.08it/s]
overall:  15%|█▍        | 592/4000 [04:43<22:05,  2.57it/s]

train:  17%|█▋        | 592/3515 [04:40<18:56,  2.57it/s]
overall:  15%|█▍        | 593/4000 [04:43<23:43,  2.39it/s]

train:  17%|█▋        | 593/3515 [04:41<20:20,  2.39it/s]
overall:  15%|█▍        | 594/4000 [04:44<24:00,  2.36it/s]

train:  17%|█▋        | 594/3515 [04:41<20:35,  2.36it/s]
overall:  15%|█▍        | 595/4000 [04:44<24:58,  2.27it/s]

train:  17%|█▋        | 595/3515 [04:42<21:25,  2.27it/s]
overall:  15%|█▍        | 596/4000 [04:45<26:04,  2.18it/s]

train:  17%|█▋        | 596/3515 [04:42<22:21,  2.18it/s]
overall:  15%|█▍        | 597/4000 [04:45<26:54,  2.11it/s]

train:  17%|█▋        | 597/3515 [04:43<23:04,  2.11it/s]
overall:  15%|█▍        | 598/4000 [04:46<27:38,  2.05it/s]

train:  17%|█▋        | 598/3515 [04:43<23:42,  2.05it/s]
overall:  15%|█▍        | 599/4000 [04:46<27:07,  2.09it/s]

train:  17%|█▋        | 599/3515 [04:44<23:15,  2.09it/s]train loss: 1.80810546875
train per: 0.5364425651162209

overall:  15%|█▌        | 600/4000 [04:47<27:35,  2.05it/s]

train:  17%|█▋        | 600/3515 [04:44<23:40,  2.05it/s]
overall:  15%|█▌        | 601/4000 [04:47<28:17,  2.00it/s]

train:  17%|█▋        | 601/3515 [04:45<24:15,  2.00it/s]
overall:  15%|█▌        | 602/4000 [04:48<28:55,  1.96it/s]

train:  17%|█▋        | 602/3515 [04:45<24:47,  1.96it/s]
overall:  15%|█▌        | 603/4000 [04:48<27:58,  2.02it/s]

train:  17%|█▋        | 603/3515 [04:46<23:58,  2.02it/s]
overall:  15%|█▌        | 604/4000 [04:49<28:03,  2.02it/s]

train:  17%|█▋        | 604/3515 [04:46<24:03,  2.02it/s]
overall:  15%|█▌        | 605/4000 [04:49<27:49,  2.03it/s]

train:  17%|█▋        | 605/3515 [04:47<23:51,  2.03it/s]
overall:  15%|█▌        | 606/4000 [04:50<28:26,  1.99it/s]

train:  17%|█▋        | 606/3515 [04:47<24:22,  1.99it/s]
overall:  15%|█▌        | 607/4000 [04:50<28:18,  2.00it/s]

train:  17%|█▋        | 607/3515 [04:48<24:15,  2.00it/s]
overall:  15%|█▌        | 608/4000 [04:50<22:55,  2.47it/s]

train:  17%|█▋        | 608/3515 [04:48<19:38,  2.47it/s]
overall:  15%|█▌        | 609/4000 [04:51<24:38,  2.29it/s]

train:  17%|█▋        | 609/3515 [04:48<21:06,  2.29it/s]
overall:  15%|█▌        | 610/4000 [04:52<29:47,  1.90it/s]

train:  17%|█▋        | 610/3515 [04:49<25:31,  1.90it/s]
overall:  15%|█▌        | 611/4000 [04:52<29:23,  1.92it/s]

train:  17%|█▋        | 611/3515 [04:50<25:11,  1.92it/s]
overall:  15%|█▌        | 612/4000 [04:53<27:56,  2.02it/s]

train:  17%|█▋        | 612/3515 [04:50<23:56,  2.02it/s]
overall:  15%|█▌        | 613/4000 [04:53<27:45,  2.03it/s]

train:  17%|█▋        | 613/3515 [04:51<23:46,  2.03it/s]
overall:  15%|█▌        | 614/4000 [04:54<28:00,  2.01it/s]

train:  17%|█▋        | 614/3515 [04:51<23:59,  2.01it/s]
overall:  15%|█▌        | 615/4000 [04:54<22:35,  2.50it/s]

train:  17%|█▋        | 615/3515 [04:51<19:21,  2.50it/s]
overall:  15%|█▌        | 616/4000 [04:54<24:23,  2.31it/s]

train:  18%|█▊        | 616/3515 [04:52<20:53,  2.31it/s]
overall:  15%|█▌        | 617/4000 [04:55<25:24,  2.22it/s]

train:  18%|█▊        | 617/3515 [04:52<21:45,  2.22it/s]
overall:  15%|█▌        | 618/4000 [04:55<25:40,  2.19it/s]

train:  18%|█▊        | 618/3515 [04:53<21:59,  2.19it/s]
overall:  15%|█▌        | 619/4000 [04:56<26:46,  2.10it/s]

train:  18%|█▊        | 619/3515 [04:53<22:56,  2.10it/s]train loss: 1.7958682775497437
train per: 0.5388556573534237

overall:  16%|█▌        | 620/4000 [04:56<23:40,  2.38it/s]

train:  18%|█▊        | 620/3515 [04:54<20:17,  2.38it/s]
overall:  16%|█▌        | 621/4000 [04:57<25:31,  2.21it/s]

train:  18%|█▊        | 621/3515 [04:54<21:51,  2.21it/s]
overall:  16%|█▌        | 622/4000 [04:57<26:30,  2.12it/s]

train:  18%|█▊        | 622/3515 [04:55<22:41,  2.12it/s]
overall:  16%|█▌        | 623/4000 [04:58<26:46,  2.10it/s]

train:  18%|█▊        | 623/3515 [04:55<22:55,  2.10it/s]
overall:  16%|█▌        | 624/4000 [04:58<27:33,  2.04it/s]

train:  18%|█▊        | 624/3515 [04:56<23:35,  2.04it/s]
overall:  16%|█▌        | 625/4000 [04:59<28:06,  2.00it/s]

train:  18%|█▊        | 625/3515 [04:56<24:04,  2.00it/s]
overall:  16%|█▌        | 626/4000 [04:59<28:35,  1.97it/s]

train:  18%|█▊        | 626/3515 [04:57<24:28,  1.97it/s]
overall:  16%|█▌        | 627/4000 [05:00<27:52,  2.02it/s]

train:  18%|█▊        | 627/3515 [04:57<23:52,  2.02it/s]
overall:  16%|█▌        | 628/4000 [05:00<28:01,  2.00it/s]

train:  18%|█▊        | 628/3515 [04:58<23:59,  2.00it/s]
overall:  16%|█▌        | 629/4000 [05:01<28:21,  1.98it/s]

train:  18%|█▊        | 629/3515 [04:58<24:16,  1.98it/s]
overall:  16%|█▌        | 630/4000 [05:01<28:14,  1.99it/s]

train:  18%|█▊        | 630/3515 [04:59<24:10,  1.99it/s]
overall:  16%|█▌        | 631/4000 [05:01<22:47,  2.46it/s]

train:  18%|█▊        | 631/3515 [04:59<19:30,  2.46it/s]
overall:  16%|█▌        | 632/4000 [05:02<24:55,  2.25it/s]

train:  18%|█▊        | 632/3515 [04:59<21:20,  2.25it/s]
overall:  16%|█▌        | 633/4000 [05:02<25:53,  2.17it/s]

train:  18%|█▊        | 633/3515 [05:00<22:09,  2.17it/s]
overall:  16%|█▌        | 634/4000 [05:03<32:10,  1.74it/s]

train:  18%|█▊        | 634/3515 [05:01<27:31,  1.74it/s]
overall:  16%|█▌        | 635/4000 [05:04<31:19,  1.79it/s]

train:  18%|█▊        | 635/3515 [05:01<26:48,  1.79it/s]
overall:  16%|█▌        | 636/4000 [05:04<29:25,  1.91it/s]

train:  18%|█▊        | 636/3515 [05:02<25:10,  1.91it/s]
overall:  16%|█▌        | 637/4000 [05:05<29:32,  1.90it/s]

train:  18%|█▊        | 637/3515 [05:02<25:16,  1.90it/s]
overall:  16%|█▌        | 638/4000 [05:05<28:55,  1.94it/s]

train:  18%|█▊        | 638/3515 [05:03<24:45,  1.94it/s]
overall:  16%|█▌        | 639/4000 [05:06<29:00,  1.93it/s]

train:  18%|█▊        | 639/3515 [05:03<24:49,  1.93it/s]train loss: 1.7863872051239014
train per: 0.5329543674328044

overall:  16%|█▌        | 640/4000 [05:06<28:47,  1.95it/s]

train:  18%|█▊        | 640/3515 [05:04<24:38,  1.94it/s]
overall:  16%|█▌        | 641/4000 [05:07<28:40,  1.95it/s]

train:  18%|█▊        | 641/3515 [05:04<24:31,  1.95it/s]
overall:  16%|█▌        | 642/4000 [05:07<27:27,  2.04it/s]

train:  18%|█▊        | 642/3515 [05:05<23:29,  2.04it/s]
overall:  16%|█▌        | 643/4000 [05:07<23:18,  2.40it/s]

train:  18%|█▊        | 643/3515 [05:05<19:56,  2.40it/s]
overall:  16%|█▌        | 644/4000 [05:08<24:20,  2.30it/s]

train:  18%|█▊        | 644/3515 [05:05<20:49,  2.30it/s]
overall:  16%|█▌        | 645/4000 [05:08<20:00,  2.79it/s]

train:  18%|█▊        | 645/3515 [05:06<17:07,  2.79it/s]
overall:  16%|█▌        | 646/4000 [05:09<22:21,  2.50it/s]

train:  18%|█▊        | 646/3515 [05:06<19:07,  2.50it/s]
overall:  16%|█▌        | 647/4000 [05:09<24:01,  2.33it/s]

train:  18%|█▊        | 647/3515 [05:07<20:33,  2.33it/s]
overall:  16%|█▌        | 648/4000 [05:09<19:38,  2.84it/s]

train:  18%|█▊        | 648/3515 [05:07<16:47,  2.84it/s]
overall:  16%|█▌        | 649/4000 [05:10<21:16,  2.63it/s]

train:  18%|█▊        | 649/3515 [05:07<18:11,  2.63it/s]
overall:  16%|█▋        | 650/4000 [05:10<23:30,  2.37it/s]

train:  18%|█▊        | 650/3515 [05:08<20:06,  2.37it/s]
overall:  16%|█▋        | 651/4000 [05:11<23:11,  2.41it/s]

train:  19%|█▊        | 651/3515 [05:08<19:50,  2.41it/s]
overall:  16%|█▋        | 652/4000 [05:11<24:30,  2.28it/s]

train:  19%|█▊        | 652/3515 [05:09<20:57,  2.28it/s]
overall:  16%|█▋        | 653/4000 [05:12<25:40,  2.17it/s]

train:  19%|█▊        | 653/3515 [05:09<21:57,  2.17it/s]
overall:  16%|█▋        | 654/4000 [05:12<26:45,  2.08it/s]

train:  19%|█▊        | 654/3515 [05:10<22:52,  2.08it/s]
overall:  16%|█▋        | 655/4000 [05:12<23:05,  2.42it/s]

train:  19%|█▊        | 655/3515 [05:10<19:44,  2.42it/s]
overall:  16%|█▋        | 656/4000 [05:13<25:19,  2.20it/s]

train:  19%|█▊        | 656/3515 [05:10<21:38,  2.20it/s]
overall:  16%|█▋        | 657/4000 [05:13<26:15,  2.12it/s]

train:  19%|█▊        | 657/3515 [05:11<22:27,  2.12it/s]
overall:  16%|█▋        | 658/4000 [05:14<32:33,  1.71it/s]

train:  19%|█▊        | 658/3515 [05:12<27:49,  1.71it/s]
overall:  16%|█▋        | 659/4000 [05:15<31:19,  1.78it/s]

train:  19%|█▊        | 659/3515 [05:12<26:46,  1.78it/s]train loss: 1.7921562194824219
train per: 0.5379841244472857

overall:  16%|█▋        | 660/4000 [05:15<29:40,  1.88it/s]

train:  19%|█▉        | 660/3515 [05:13<25:22,  1.87it/s]
overall:  17%|█▋        | 661/4000 [05:16<28:26,  1.96it/s]

train:  19%|█▉        | 661/3515 [05:13<24:18,  1.96it/s]
overall:  17%|█▋        | 662/4000 [05:16<28:04,  1.98it/s]

train:  19%|█▉        | 662/3515 [05:14<23:59,  1.98it/s]
overall:  17%|█▋        | 663/4000 [05:17<28:32,  1.95it/s]

train:  19%|█▉        | 663/3515 [05:14<24:23,  1.95it/s]
overall:  17%|█▋        | 664/4000 [05:17<27:53,  1.99it/s]

train:  19%|█▉        | 664/3515 [05:15<23:50,  1.99it/s]
overall:  17%|█▋        | 665/4000 [05:18<25:58,  2.14it/s]

train:  19%|█▉        | 665/3515 [05:15<22:12,  2.14it/s]
overall:  17%|█▋        | 666/4000 [05:18<19:54,  2.79it/s]

train:  19%|█▉        | 666/3515 [05:15<17:00,  2.79it/s]
overall:  17%|█▋        | 667/4000 [05:18<22:41,  2.45it/s]

train:  19%|█▉        | 667/3515 [05:16<19:23,  2.45it/s]
overall:  17%|█▋        | 668/4000 [05:19<23:01,  2.41it/s]

train:  19%|█▉        | 668/3515 [05:16<19:40,  2.41it/s]
overall:  17%|█▋        | 669/4000 [05:19<24:07,  2.30it/s]

train:  19%|█▉        | 669/3515 [05:17<20:37,  2.30it/s]
overall:  17%|█▋        | 670/4000 [05:20<24:47,  2.24it/s]

train:  19%|█▉        | 670/3515 [05:17<21:10,  2.24it/s]
overall:  17%|█▋        | 671/4000 [05:20<25:53,  2.14it/s]

train:  19%|█▉        | 671/3515 [05:18<22:07,  2.14it/s]
overall:  17%|█▋        | 672/4000 [05:21<26:34,  2.09it/s]

train:  19%|█▉        | 672/3515 [05:18<22:42,  2.09it/s]
overall:  17%|█▋        | 673/4000 [05:21<27:19,  2.03it/s]

train:  19%|█▉        | 673/3515 [05:19<23:20,  2.03it/s]
overall:  17%|█▋        | 674/4000 [05:22<27:29,  2.02it/s]

train:  19%|█▉        | 674/3515 [05:19<23:29,  2.02it/s]
overall:  17%|█▋        | 675/4000 [05:22<28:05,  1.97it/s]

train:  19%|█▉        | 675/3515 [05:20<23:59,  1.97it/s]
overall:  17%|█▋        | 676/4000 [05:23<27:48,  1.99it/s]

train:  19%|█▉        | 676/3515 [05:20<23:45,  1.99it/s]
overall:  17%|█▋        | 677/4000 [05:23<27:57,  1.98it/s]

train:  19%|█▉        | 677/3515 [05:21<23:53,  1.98it/s]
overall:  17%|█▋        | 678/4000 [05:24<28:02,  1.97it/s]

train:  19%|█▉        | 678/3515 [05:21<23:56,  1.97it/s]
overall:  17%|█▋        | 679/4000 [05:24<28:22,  1.95it/s]

train:  19%|█▉        | 679/3515 [05:22<24:14,  1.95it/s]train loss: 1.8131663799285889
train per: 0.5375488316793244

overall:  17%|█▋        | 680/4000 [05:25<27:41,  2.00it/s]

train:  19%|█▉        | 680/3515 [05:22<23:39,  2.00it/s]
overall:  17%|█▋        | 681/4000 [05:25<28:12,  1.96it/s]

train:  19%|█▉        | 681/3515 [05:23<24:05,  1.96it/s]
overall:  17%|█▋        | 682/4000 [05:26<32:59,  1.68it/s]

train:  19%|█▉        | 682/3515 [05:24<28:10,  1.68it/s]
overall:  17%|█▋        | 683/4000 [05:26<25:05,  2.20it/s]

train:  19%|█▉        | 683/3515 [05:24<21:25,  2.20it/s]
overall:  17%|█▋        | 684/4000 [05:27<25:47,  2.14it/s]

train:  19%|█▉        | 684/3515 [05:24<22:01,  2.14it/s]
overall:  17%|█▋        | 685/4000 [05:27<26:50,  2.06it/s]

train:  19%|█▉        | 685/3515 [05:25<22:54,  2.06it/s]
overall:  17%|█▋        | 686/4000 [05:28<26:30,  2.08it/s]

train:  20%|█▉        | 686/3515 [05:25<22:37,  2.08it/s]
overall:  17%|█▋        | 687/4000 [05:28<26:06,  2.12it/s]

train:  20%|█▉        | 687/3515 [05:26<22:16,  2.12it/s]
overall:  17%|█▋        | 688/4000 [05:29<26:43,  2.06it/s]

train:  20%|█▉        | 688/3515 [05:26<22:49,  2.06it/s]
overall:  17%|█▋        | 689/4000 [05:29<26:59,  2.04it/s]

train:  20%|█▉        | 689/3515 [05:27<23:02,  2.04it/s]
overall:  17%|█▋        | 690/4000 [05:30<27:16,  2.02it/s]

train:  20%|█▉        | 690/3515 [05:27<23:16,  2.02it/s]
overall:  17%|█▋        | 691/4000 [05:30<27:36,  2.00it/s]

train:  20%|█▉        | 691/3515 [05:28<23:33,  2.00it/s]
overall:  17%|█▋        | 692/4000 [05:31<27:30,  2.00it/s]

train:  20%|█▉        | 692/3515 [05:28<23:28,  2.00it/s]
overall:  17%|█▋        | 693/4000 [05:31<27:41,  1.99it/s]

train:  20%|█▉        | 693/3515 [05:29<23:38,  1.99it/s]
overall:  17%|█▋        | 694/4000 [05:32<27:58,  1.97it/s]

train:  20%|█▉        | 694/3515 [05:29<23:52,  1.97it/s]
overall:  17%|█▋        | 695/4000 [05:32<28:02,  1.96it/s]

train:  20%|█▉        | 695/3515 [05:30<23:55,  1.96it/s]
overall:  17%|█▋        | 696/4000 [05:33<27:13,  2.02it/s]

train:  20%|█▉        | 696/3515 [05:30<23:13,  2.02it/s]
overall:  17%|█▋        | 697/4000 [05:33<27:35,  2.00it/s]

train:  20%|█▉        | 697/3515 [05:31<23:32,  2.00it/s]
overall:  17%|█▋        | 698/4000 [05:34<27:52,  1.97it/s]

train:  20%|█▉        | 698/3515 [05:31<23:46,  1.97it/s]
overall:  17%|█▋        | 699/4000 [05:34<28:18,  1.94it/s]

train:  20%|█▉        | 699/3515 [05:32<24:08,  1.94it/s]train loss: 1.8144128322601318
train per: 0.5439571150097466

overall:  18%|█▊        | 700/4000 [05:35<28:03,  1.96it/s]

train:  20%|█▉        | 700/3515 [05:32<23:57,  1.96it/s]
overall:  18%|█▊        | 701/4000 [05:35<27:13,  2.02it/s]

train:  20%|█▉        | 701/3515 [05:33<23:13,  2.02it/s]
overall:  18%|█▊        | 702/4000 [05:35<23:26,  2.35it/s]

train:  20%|█▉        | 702/3515 [05:33<19:59,  2.35it/s]
overall:  18%|█▊        | 703/4000 [05:36<24:50,  2.21it/s]

train:  20%|██        | 703/3515 [05:33<21:10,  2.21it/s]
overall:  18%|█▊        | 704/4000 [05:36<24:15,  2.26it/s]

train:  20%|██        | 704/3515 [05:34<20:41,  2.26it/s]
overall:  18%|█▊        | 705/4000 [05:37<25:14,  2.18it/s]

train:  20%|██        | 705/3515 [05:34<21:31,  2.18it/s]
overall:  18%|█▊        | 706/4000 [05:38<29:10,  1.88it/s]

train:  20%|██        | 706/3515 [05:35<24:52,  1.88it/s]
overall:  18%|█▊        | 707/4000 [05:38<27:59,  1.96it/s]

train:  20%|██        | 707/3515 [05:36<23:52,  1.96it/s]
overall:  18%|█▊        | 708/4000 [05:39<27:52,  1.97it/s]

train:  20%|██        | 708/3515 [05:36<23:46,  1.97it/s]
overall:  18%|█▊        | 709/4000 [05:39<27:52,  1.97it/s]

train:  20%|██        | 709/3515 [05:37<23:45,  1.97it/s]
overall:  18%|█▊        | 710/4000 [05:39<21:09,  2.59it/s]

train:  20%|██        | 710/3515 [05:37<18:02,  2.59it/s]
overall:  18%|█▊        | 711/4000 [05:40<23:27,  2.34it/s]

train:  20%|██        | 711/3515 [05:37<19:59,  2.34it/s]
overall:  18%|█▊        | 712/4000 [05:40<24:38,  2.22it/s]

train:  20%|██        | 712/3515 [05:38<21:00,  2.22it/s]
overall:  18%|█▊        | 713/4000 [05:41<25:38,  2.14it/s]

train:  20%|██        | 713/3515 [05:38<21:51,  2.14it/s]
overall:  18%|█▊        | 714/4000 [05:41<21:38,  2.53it/s]

train:  20%|██        | 714/3515 [05:38<18:27,  2.53it/s]
overall:  18%|█▊        | 715/4000 [05:41<21:51,  2.51it/s]

train:  20%|██        | 715/3515 [05:39<18:37,  2.51it/s]
overall:  18%|█▊        | 716/4000 [05:42<23:31,  2.33it/s]

train:  20%|██        | 716/3515 [05:39<20:03,  2.33it/s]
overall:  18%|█▊        | 717/4000 [05:42<24:46,  2.21it/s]

train:  20%|██        | 717/3515 [05:40<21:06,  2.21it/s]
overall:  18%|█▊        | 718/4000 [05:43<25:46,  2.12it/s]

train:  20%|██        | 718/3515 [05:40<21:57,  2.12it/s]
overall:  18%|█▊        | 719/4000 [05:43<25:21,  2.16it/s]

train:  20%|██        | 719/3515 [05:41<21:36,  2.16it/s]train loss: 1.7800273895263672
train per: 0.5370691054710752

overall:  18%|█▊        | 720/4000 [05:44<26:01,  2.10it/s]

train:  20%|██        | 720/3515 [05:41<22:11,  2.10it/s]
overall:  18%|█▊        | 721/4000 [05:44<26:32,  2.06it/s]

train:  21%|██        | 721/3515 [05:42<22:37,  2.06it/s]
overall:  18%|█▊        | 722/4000 [05:44<20:14,  2.70it/s]

train:  21%|██        | 722/3515 [05:42<17:14,  2.70it/s]
overall:  18%|█▊        | 723/4000 [05:45<17:44,  3.08it/s]

train:  21%|██        | 723/3515 [05:42<15:07,  3.08it/s]
overall:  18%|█▊        | 724/4000 [05:45<20:03,  2.72it/s]

train:  21%|██        | 724/3515 [05:43<17:04,  2.72it/s]
overall:  18%|█▊        | 725/4000 [05:46<21:29,  2.54it/s]

train:  21%|██        | 725/3515 [05:43<18:18,  2.54it/s]
overall:  18%|█▊        | 726/4000 [05:46<23:34,  2.31it/s]

train:  21%|██        | 726/3515 [05:44<20:04,  2.31it/s]
overall:  18%|█▊        | 727/4000 [05:47<24:52,  2.19it/s]

train:  21%|██        | 727/3515 [05:44<21:10,  2.19it/s]
overall:  18%|█▊        | 728/4000 [05:47<26:06,  2.09it/s]

train:  21%|██        | 728/3515 [05:45<22:14,  2.09it/s]
overall:  18%|█▊        | 729/4000 [05:48<25:51,  2.11it/s]

train:  21%|██        | 729/3515 [05:45<22:01,  2.11it/s]
overall:  18%|█▊        | 730/4000 [05:48<31:35,  1.73it/s]

train:  21%|██        | 730/3515 [05:46<26:54,  1.73it/s]
overall:  18%|█▊        | 731/4000 [05:49<30:04,  1.81it/s]

train:  21%|██        | 731/3515 [05:46<25:36,  1.81it/s]
overall:  18%|█▊        | 732/4000 [05:49<23:11,  2.35it/s]

train:  21%|██        | 732/3515 [05:47<19:44,  2.35it/s]
overall:  18%|█▊        | 733/4000 [05:50<24:11,  2.25it/s]

train:  21%|██        | 733/3515 [05:47<20:36,  2.25it/s]
overall:  18%|█▊        | 734/4000 [05:50<25:19,  2.15it/s]

train:  21%|██        | 734/3515 [05:48<21:33,  2.15it/s]
overall:  18%|█▊        | 735/4000 [05:51<26:22,  2.06it/s]

train:  21%|██        | 735/3515 [05:48<22:27,  2.06it/s]
overall:  18%|█▊        | 736/4000 [05:51<26:31,  2.05it/s]

train:  21%|██        | 736/3515 [05:49<22:34,  2.05it/s]
overall:  18%|█▊        | 737/4000 [05:52<26:29,  2.05it/s]

train:  21%|██        | 737/3515 [05:49<22:33,  2.05it/s]
overall:  18%|█▊        | 738/4000 [05:52<23:38,  2.30it/s]

train:  21%|██        | 738/3515 [05:49<20:07,  2.30it/s]
overall:  18%|█▊        | 739/4000 [05:52<24:25,  2.23it/s]

train:  21%|██        | 739/3515 [05:50<20:47,  2.23it/s]train loss: 1.7924163341522217
train per: 0.5370948848106208

overall:  18%|█▊        | 740/4000 [05:53<25:42,  2.11it/s]

train:  21%|██        | 740/3515 [05:50<21:53,  2.11it/s]
overall:  19%|█▊        | 741/4000 [05:53<26:48,  2.03it/s]

train:  21%|██        | 741/3515 [05:51<22:48,  2.03it/s]
overall:  19%|█▊        | 742/4000 [05:54<27:18,  1.99it/s]

train:  21%|██        | 742/3515 [05:51<23:14,  1.99it/s]
overall:  19%|█▊        | 743/4000 [05:54<27:28,  1.98it/s]

train:  21%|██        | 743/3515 [05:52<23:23,  1.98it/s]
overall:  19%|█▊        | 744/4000 [05:55<27:53,  1.95it/s]

train:  21%|██        | 744/3515 [05:52<23:43,  1.95it/s]
overall:  19%|█▊        | 745/4000 [05:55<26:55,  2.01it/s]

train:  21%|██        | 745/3515 [05:53<22:54,  2.01it/s]
overall:  19%|█▊        | 746/4000 [05:56<27:07,  2.00it/s]

train:  21%|██        | 746/3515 [05:53<23:04,  2.00it/s]
overall:  19%|█▊        | 747/4000 [05:56<27:14,  1.99it/s]

train:  21%|██▏       | 747/3515 [05:54<23:11,  1.99it/s]
overall:  19%|█▊        | 748/4000 [05:57<27:10,  1.99it/s]

train:  21%|██▏       | 748/3515 [05:54<23:07,  1.99it/s]
overall:  19%|█▊        | 749/4000 [05:57<27:33,  1.97it/s]

train:  21%|██▏       | 749/3515 [05:55<23:27,  1.97it/s]
overall:  19%|█▉        | 750/4000 [05:58<21:24,  2.53it/s]

train:  21%|██▏       | 750/3515 [05:55<18:12,  2.53it/s]
overall:  19%|█▉        | 751/4000 [05:58<23:29,  2.30it/s]

train:  21%|██▏       | 751/3515 [05:56<19:59,  2.30it/s]
overall:  19%|█▉        | 752/4000 [05:59<23:48,  2.27it/s]

train:  21%|██▏       | 752/3515 [05:56<20:14,  2.27it/s]
overall:  19%|█▉        | 753/4000 [05:59<24:03,  2.25it/s]

train:  21%|██▏       | 753/3515 [05:57<20:28,  2.25it/s]
overall:  19%|█▉        | 754/4000 [06:00<31:02,  1.74it/s]

train:  21%|██▏       | 754/3515 [05:57<26:24,  1.74it/s]
overall:  19%|█▉        | 755/4000 [06:00<29:13,  1.85it/s]

train:  21%|██▏       | 755/3515 [05:58<24:51,  1.85it/s]
overall:  19%|█▉        | 756/4000 [06:01<28:23,  1.90it/s]

train:  22%|██▏       | 756/3515 [05:58<24:08,  1.90it/s]
overall:  19%|█▉        | 757/4000 [06:01<27:56,  1.93it/s]

train:  22%|██▏       | 757/3515 [05:59<23:46,  1.93it/s]
overall:  19%|█▉        | 758/4000 [06:02<27:38,  1.96it/s]

train:  22%|██▏       | 758/3515 [05:59<23:30,  1.96it/s]
overall:  19%|█▉        | 759/4000 [06:02<27:36,  1.96it/s]

train:  22%|██▏       | 759/3515 [06:00<23:28,  1.96it/s]train loss: 1.8166580200195312
train per: 0.5478922001221913

overall:  19%|█▉        | 760/4000 [06:03<27:40,  1.95it/s]

train:  22%|██▏       | 760/3515 [06:00<23:32,  1.95it/s]
overall:  19%|█▉        | 761/4000 [06:03<27:18,  1.98it/s]

train:  22%|██▏       | 761/3515 [06:01<23:12,  1.98it/s]
overall:  19%|█▉        | 762/4000 [06:04<27:18,  1.98it/s]

train:  22%|██▏       | 762/3515 [06:01<23:12,  1.98it/s]
overall:  19%|█▉        | 763/4000 [06:04<27:33,  1.96it/s]

train:  22%|██▏       | 763/3515 [06:02<23:25,  1.96it/s]
overall:  19%|█▉        | 764/4000 [06:05<27:07,  1.99it/s]

train:  22%|██▏       | 764/3515 [06:02<23:03,  1.99it/s]
overall:  19%|█▉        | 765/4000 [06:05<27:03,  1.99it/s]

train:  22%|██▏       | 765/3515 [06:03<23:00,  1.99it/s]
overall:  19%|█▉        | 766/4000 [06:06<27:04,  1.99it/s]

train:  22%|██▏       | 766/3515 [06:03<23:00,  1.99it/s]
overall:  19%|█▉        | 767/4000 [06:06<22:03,  2.44it/s]

train:  22%|██▏       | 767/3515 [06:04<18:44,  2.44it/s]
overall:  19%|█▉        | 768/4000 [06:07<23:51,  2.26it/s]

train:  22%|██▏       | 768/3515 [06:04<20:17,  2.26it/s]
overall:  19%|█▉        | 769/4000 [06:07<24:46,  2.17it/s]

train:  22%|██▏       | 769/3515 [06:05<21:03,  2.17it/s]
overall:  19%|█▉        | 770/4000 [06:08<25:31,  2.11it/s]

train:  22%|██▏       | 770/3515 [06:05<21:41,  2.11it/s]
overall:  19%|█▉        | 771/4000 [06:08<25:41,  2.09it/s]

train:  22%|██▏       | 771/3515 [06:06<21:50,  2.09it/s]
overall:  19%|█▉        | 772/4000 [06:09<26:14,  2.05it/s]

train:  22%|██▏       | 772/3515 [06:06<22:17,  2.05it/s]
overall:  19%|█▉        | 773/4000 [06:09<26:33,  2.03it/s]

train:  22%|██▏       | 773/3515 [06:07<22:33,  2.03it/s]
overall:  19%|█▉        | 774/4000 [06:10<26:45,  2.01it/s]

train:  22%|██▏       | 774/3515 [06:07<22:44,  2.01it/s]
overall:  19%|█▉        | 775/4000 [06:10<27:01,  1.99it/s]

train:  22%|██▏       | 775/3515 [06:08<22:57,  1.99it/s]
overall:  19%|█▉        | 776/4000 [06:11<27:02,  1.99it/s]

train:  22%|██▏       | 776/3515 [06:08<22:58,  1.99it/s]
overall:  19%|█▉        | 777/4000 [06:11<25:07,  2.14it/s]

train:  22%|██▏       | 777/3515 [06:09<21:20,  2.14it/s]
overall:  19%|█▉        | 778/4000 [06:12<31:56,  1.68it/s]

train:  22%|██▏       | 778/3515 [06:09<27:08,  1.68it/s]
overall:  19%|█▉        | 779/4000 [06:12<30:29,  1.76it/s]

train:  22%|██▏       | 779/3515 [06:10<25:54,  1.76it/s]train loss: 1.7609459161758423
train per: 0.527528076492048

overall:  20%|█▉        | 780/4000 [06:13<29:27,  1.82it/s]

train:  22%|██▏       | 780/3515 [06:10<25:38,  1.78it/s]
overall:  20%|█▉        | 781/4000 [06:14<30:26,  1.76it/s]

train:  22%|██▏       | 781/3515 [06:11<25:40,  1.78it/s]
overall:  20%|█▉        | 782/4000 [06:14<29:56,  1.79it/s]

train:  22%|██▏       | 782/3515 [06:12<25:18,  1.80it/s]
overall:  20%|█▉        | 783/4000 [06:15<29:56,  1.79it/s]

train:  22%|██▏       | 783/3515 [06:12<25:20,  1.80it/s]
overall:  20%|█▉        | 784/4000 [06:15<27:49,  1.93it/s]

train:  22%|██▏       | 784/3515 [06:13<23:33,  1.93it/s]
overall:  20%|█▉        | 785/4000 [06:16<27:23,  1.96it/s]

train:  22%|██▏       | 785/3515 [06:13<23:13,  1.96it/s]
overall:  20%|█▉        | 786/4000 [06:16<27:39,  1.94it/s]

train:  22%|██▏       | 786/3515 [06:14<23:26,  1.94it/s]
overall:  20%|█▉        | 787/4000 [06:17<27:59,  1.91it/s]

train:  22%|██▏       | 787/3515 [06:14<23:44,  1.91it/s]
overall:  20%|█▉        | 788/4000 [06:17<27:48,  1.93it/s]

train:  22%|██▏       | 788/3515 [06:15<23:35,  1.93it/s]
overall:  20%|█▉        | 789/4000 [06:18<28:10,  1.90it/s]

train:  22%|██▏       | 789/3515 [06:15<23:54,  1.90it/s]
overall:  20%|█▉        | 790/4000 [06:18<27:38,  1.94it/s]

train:  22%|██▏       | 790/3515 [06:16<23:27,  1.94it/s]
overall:  20%|█▉        | 791/4000 [06:19<27:33,  1.94it/s]

train:  23%|██▎       | 791/3515 [06:16<23:23,  1.94it/s]
overall:  20%|█▉        | 792/4000 [06:19<27:52,  1.92it/s]

train:  23%|██▎       | 792/3515 [06:17<23:39,  1.92it/s]
overall:  20%|█▉        | 793/4000 [06:20<28:12,  1.90it/s]

train:  23%|██▎       | 793/3515 [06:17<23:56,  1.90it/s]
overall:  20%|█▉        | 794/4000 [06:20<27:38,  1.93it/s]

train:  23%|██▎       | 794/3515 [06:18<23:27,  1.93it/s]
overall:  20%|█▉        | 795/4000 [06:21<26:39,  2.00it/s]

train:  23%|██▎       | 795/3515 [06:18<22:37,  2.00it/s]
overall:  20%|█▉        | 796/4000 [06:21<26:38,  2.00it/s]

train:  23%|██▎       | 796/3515 [06:19<22:36,  2.00it/s]
overall:  20%|█▉        | 797/4000 [06:22<27:16,  1.96it/s]

train:  23%|██▎       | 797/3515 [06:19<23:08,  1.96it/s]
overall:  20%|█▉        | 798/4000 [06:22<27:56,  1.91it/s]

train:  23%|██▎       | 798/3515 [06:20<23:42,  1.91it/s]
overall:  20%|█▉        | 799/4000 [06:23<28:29,  1.87it/s]

train:  23%|██▎       | 799/3515 [06:20<24:10,  1.87it/s]train loss: 1.7566173076629639
train per: 0.525140262966294

overall:  20%|██        | 800/4000 [06:23<28:42,  1.86it/s]

train:  23%|██▎       | 800/3515 [06:21<24:21,  1.86it/s]
overall:  20%|██        | 801/4000 [06:24<26:03,  2.05it/s]

train:  23%|██▎       | 801/3515 [06:21<22:06,  2.05it/s]
overall:  20%|██        | 802/4000 [06:25<31:42,  1.68it/s]

train:  23%|██▎       | 802/3515 [06:22<26:54,  1.68it/s]
overall:  20%|██        | 803/4000 [06:25<30:39,  1.74it/s]

train:  23%|██▎       | 803/3515 [06:23<26:00,  1.74it/s]
overall:  20%|██        | 804/4000 [06:26<30:11,  1.76it/s]

train:  23%|██▎       | 804/3515 [06:23<25:36,  1.76it/s]
overall:  20%|██        | 805/4000 [06:26<29:31,  1.80it/s]

train:  23%|██▎       | 805/3515 [06:24<25:02,  1.80it/s]
overall:  20%|██        | 806/4000 [06:27<28:48,  1.85it/s]

train:  23%|██▎       | 806/3515 [06:24<24:26,  1.85it/s]
overall:  20%|██        | 807/4000 [06:27<28:38,  1.86it/s]

train:  23%|██▎       | 807/3515 [06:25<24:17,  1.86it/s]
overall:  20%|██        | 808/4000 [06:28<29:12,  1.82it/s]

train:  23%|██▎       | 808/3515 [06:25<24:46,  1.82it/s]
overall:  20%|██        | 809/4000 [06:28<28:37,  1.86it/s]

train:  23%|██▎       | 809/3515 [06:26<24:16,  1.86it/s]
overall:  20%|██        | 810/4000 [06:29<28:16,  1.88it/s]

train:  23%|██▎       | 810/3515 [06:26<23:58,  1.88it/s]
overall:  20%|██        | 811/4000 [06:29<28:09,  1.89it/s]

train:  23%|██▎       | 811/3515 [06:27<23:52,  1.89it/s]
overall:  20%|██        | 812/4000 [06:30<26:27,  2.01it/s]

train:  23%|██▎       | 812/3515 [06:27<22:25,  2.01it/s]
overall:  20%|██        | 813/4000 [06:30<26:25,  2.01it/s]

train:  23%|██▎       | 813/3515 [06:28<22:24,  2.01it/s]
overall:  20%|██        | 814/4000 [06:31<27:03,  1.96it/s]

train:  23%|██▎       | 814/3515 [06:28<22:56,  1.96it/s]
overall:  20%|██        | 815/4000 [06:31<26:55,  1.97it/s]

train:  23%|██▎       | 815/3515 [06:29<22:49,  1.97it/s]
overall:  20%|██        | 816/4000 [06:32<21:22,  2.48it/s]

train:  23%|██▎       | 816/3515 [06:29<18:07,  2.48it/s]
overall:  20%|██        | 817/4000 [06:32<22:59,  2.31it/s]

train:  23%|██▎       | 817/3515 [06:30<19:29,  2.31it/s]
overall:  20%|██        | 818/4000 [06:33<24:27,  2.17it/s]

train:  23%|██▎       | 818/3515 [06:30<20:43,  2.17it/s]
overall:  20%|██        | 819/4000 [06:33<25:18,  2.09it/s]

train:  23%|██▎       | 819/3515 [06:31<21:26,  2.09it/s]train loss: 1.7620508670806885
train per: 0.5307407679678502

overall:  20%|██        | 820/4000 [06:34<26:04,  2.03it/s]

train:  23%|██▎       | 820/3515 [06:31<22:06,  2.03it/s]
overall:  21%|██        | 821/4000 [06:34<25:46,  2.06it/s]

train:  23%|██▎       | 821/3515 [06:32<21:50,  2.06it/s]
overall:  21%|██        | 822/4000 [06:35<26:08,  2.03it/s]

train:  23%|██▎       | 822/3515 [06:32<22:08,  2.03it/s]
overall:  21%|██        | 823/4000 [06:35<20:12,  2.62it/s]

train:  23%|██▎       | 823/3515 [06:32<17:07,  2.62it/s]
overall:  21%|██        | 824/4000 [06:35<22:56,  2.31it/s]

train:  23%|██▎       | 824/3515 [06:33<19:25,  2.31it/s]
overall:  21%|██        | 825/4000 [06:36<20:12,  2.62it/s]

train:  23%|██▎       | 825/3515 [06:33<17:07,  2.62it/s]
overall:  21%|██        | 826/4000 [06:36<28:02,  1.89it/s]

train:  23%|██▎       | 826/3515 [06:34<23:44,  1.89it/s]
overall:  21%|██        | 827/4000 [06:37<27:04,  1.95it/s]

train:  24%|██▎       | 827/3515 [06:34<22:56,  1.95it/s]
overall:  21%|██        | 828/4000 [06:37<21:28,  2.46it/s]

train:  24%|██▎       | 828/3515 [06:35<18:11,  2.46it/s]
overall:  21%|██        | 829/4000 [06:37<22:43,  2.33it/s]

train:  24%|██▎       | 829/3515 [06:35<19:15,  2.33it/s]
overall:  21%|██        | 830/4000 [06:38<23:46,  2.22it/s]

train:  24%|██▎       | 830/3515 [06:35<20:08,  2.22it/s]
overall:  21%|██        | 831/4000 [06:38<19:44,  2.67it/s]

train:  24%|██▎       | 831/3515 [06:36<16:43,  2.67it/s]
overall:  21%|██        | 832/4000 [06:39<22:14,  2.37it/s]

train:  24%|██▎       | 832/3515 [06:36<18:49,  2.37it/s]
overall:  21%|██        | 833/4000 [06:39<23:33,  2.24it/s]

train:  24%|██▎       | 833/3515 [06:37<19:57,  2.24it/s]
overall:  21%|██        | 834/4000 [06:40<24:18,  2.17it/s]

train:  24%|██▎       | 834/3515 [06:37<20:35,  2.17it/s]
overall:  21%|██        | 835/4000 [06:40<25:02,  2.11it/s]

train:  24%|██▍       | 835/3515 [06:38<21:12,  2.11it/s]
overall:  21%|██        | 836/4000 [06:41<25:28,  2.07it/s]

train:  24%|██▍       | 836/3515 [06:38<21:34,  2.07it/s]
overall:  21%|██        | 837/4000 [06:41<25:50,  2.04it/s]

train:  24%|██▍       | 837/3515 [06:39<21:52,  2.04it/s]
overall:  21%|██        | 838/4000 [06:42<25:58,  2.03it/s]

train:  24%|██▍       | 838/3515 [06:39<21:59,  2.03it/s]
overall:  21%|██        | 839/4000 [06:42<25:50,  2.04it/s]

train:  24%|██▍       | 839/3515 [06:40<21:52,  2.04it/s]train loss: 1.8003361225128174
train per: 0.5355207226354941

overall:  21%|██        | 840/4000 [06:43<25:47,  2.04it/s]

train:  24%|██▍       | 840/3515 [06:40<21:50,  2.04it/s]
overall:  21%|██        | 841/4000 [06:43<25:57,  2.03it/s]

train:  24%|██▍       | 841/3515 [06:41<21:58,  2.03it/s]
overall:  21%|██        | 842/4000 [06:44<26:23,  1.99it/s]

train:  24%|██▍       | 842/3515 [06:41<22:19,  1.99it/s]
overall:  21%|██        | 843/4000 [06:44<24:37,  2.14it/s]

train:  24%|██▍       | 843/3515 [06:42<20:50,  2.14it/s]
overall:  21%|██        | 844/4000 [06:45<24:53,  2.11it/s]

train:  24%|██▍       | 844/3515 [06:42<21:03,  2.11it/s]
overall:  21%|██        | 845/4000 [06:45<25:34,  2.06it/s]

train:  24%|██▍       | 845/3515 [06:43<21:38,  2.06it/s]
overall:  21%|██        | 846/4000 [06:46<25:34,  2.06it/s]

train:  24%|██▍       | 846/3515 [06:43<21:38,  2.06it/s]
overall:  21%|██        | 847/4000 [06:46<24:57,  2.11it/s]

train:  24%|██▍       | 847/3515 [06:44<21:07,  2.11it/s]
overall:  21%|██        | 848/4000 [06:47<26:33,  1.98it/s]

train:  24%|██▍       | 848/3515 [06:44<22:28,  1.98it/s]
overall:  21%|██        | 849/4000 [06:47<27:33,  1.91it/s]

train:  24%|██▍       | 849/3515 [06:45<23:18,  1.91it/s]
overall:  21%|██▏       | 850/4000 [06:48<29:34,  1.78it/s]

train:  24%|██▍       | 850/3515 [06:45<25:01,  1.78it/s]
overall:  21%|██▏       | 851/4000 [06:48<28:33,  1.84it/s]

train:  24%|██▍       | 851/3515 [06:46<24:10,  1.84it/s]
overall:  21%|██▏       | 852/4000 [06:49<27:09,  1.93it/s]

train:  24%|██▍       | 852/3515 [06:46<22:58,  1.93it/s]
overall:  21%|██▏       | 853/4000 [06:49<27:33,  1.90it/s]

train:  24%|██▍       | 853/3515 [06:47<23:18,  1.90it/s]
overall:  21%|██▏       | 854/4000 [06:50<28:07,  1.86it/s]

train:  24%|██▍       | 854/3515 [06:47<23:47,  1.86it/s]
overall:  21%|██▏       | 855/4000 [06:50<21:35,  2.43it/s]

train:  24%|██▍       | 855/3515 [06:48<18:15,  2.43it/s]
overall:  21%|██▏       | 856/4000 [06:51<23:51,  2.20it/s]

train:  24%|██▍       | 856/3515 [06:48<20:10,  2.20it/s]
overall:  21%|██▏       | 857/4000 [06:51<24:06,  2.17it/s]

train:  24%|██▍       | 857/3515 [06:49<20:23,  2.17it/s]
overall:  21%|██▏       | 858/4000 [06:52<23:58,  2.18it/s]

train:  24%|██▍       | 858/3515 [06:49<20:16,  2.18it/s]
overall:  21%|██▏       | 859/4000 [06:52<23:51,  2.19it/s]

train:  24%|██▍       | 859/3515 [06:49<20:10,  2.19it/s]train loss: 1.8147962093353271
train per: 0.5408907491415825

overall:  22%|██▏       | 860/4000 [06:53<25:02,  2.09it/s]

train:  24%|██▍       | 860/3515 [06:50<21:11,  2.09it/s]
overall:  22%|██▏       | 861/4000 [06:53<24:16,  2.16it/s]

train:  24%|██▍       | 861/3515 [06:50<20:31,  2.16it/s]
overall:  22%|██▏       | 862/4000 [06:53<23:04,  2.27it/s]

train:  25%|██▍       | 862/3515 [06:51<19:30,  2.27it/s]
overall:  22%|██▏       | 863/4000 [06:54<23:40,  2.21it/s]

train:  25%|██▍       | 863/3515 [06:51<20:00,  2.21it/s]
overall:  22%|██▏       | 864/4000 [06:54<24:51,  2.10it/s]

train:  25%|██▍       | 864/3515 [06:52<21:00,  2.10it/s]
overall:  22%|██▏       | 865/4000 [06:55<25:09,  2.08it/s]

train:  25%|██▍       | 865/3515 [06:52<21:16,  2.08it/s]
overall:  22%|██▏       | 866/4000 [06:55<25:45,  2.03it/s]

train:  25%|██▍       | 866/3515 [06:53<21:46,  2.03it/s]
overall:  22%|██▏       | 867/4000 [06:56<25:51,  2.02it/s]

train:  25%|██▍       | 867/3515 [06:53<21:51,  2.02it/s]
overall:  22%|██▏       | 868/4000 [06:56<26:19,  1.98it/s]

train:  25%|██▍       | 868/3515 [06:54<22:14,  1.98it/s]
overall:  22%|██▏       | 869/4000 [06:57<26:18,  1.98it/s]

train:  25%|██▍       | 869/3515 [06:54<22:13,  1.98it/s]
overall:  22%|██▏       | 870/4000 [06:57<20:04,  2.60it/s]

train:  25%|██▍       | 870/3515 [06:54<16:57,  2.60it/s]
overall:  22%|██▏       | 871/4000 [06:57<21:55,  2.38it/s]

train:  25%|██▍       | 871/3515 [06:55<18:31,  2.38it/s]
overall:  22%|██▏       | 872/4000 [06:58<23:23,  2.23it/s]

train:  25%|██▍       | 872/3515 [06:56<19:45,  2.23it/s]
overall:  22%|██▏       | 873/4000 [06:59<24:33,  2.12it/s]

train:  25%|██▍       | 873/3515 [06:56<20:45,  2.12it/s]
overall:  22%|██▏       | 874/4000 [06:59<29:22,  1.77it/s]

train:  25%|██▍       | 874/3515 [06:57<24:48,  1.77it/s]
overall:  22%|██▏       | 875/4000 [07:00<28:15,  1.84it/s]

train:  25%|██▍       | 875/3515 [06:57<23:52,  1.84it/s]
overall:  22%|██▏       | 876/4000 [07:00<22:32,  2.31it/s]

train:  25%|██▍       | 876/3515 [06:57<19:02,  2.31it/s]
overall:  22%|██▏       | 877/4000 [07:00<23:55,  2.18it/s]

train:  25%|██▍       | 877/3515 [06:58<20:12,  2.18it/s]
overall:  22%|██▏       | 878/4000 [07:01<24:49,  2.10it/s]

train:  25%|██▍       | 878/3515 [06:59<20:58,  2.10it/s]
overall:  22%|██▏       | 879/4000 [07:02<25:14,  2.06it/s]

train:  25%|██▌       | 879/3515 [06:59<21:18,  2.06it/s]train loss: 1.7977359294891357
train per: 0.5409753518467232

overall:  22%|██▏       | 880/4000 [07:02<25:37,  2.03it/s]

train:  25%|██▌       | 880/3515 [07:00<21:38,  2.03it/s]
overall:  22%|██▏       | 881/4000 [07:03<26:04,  1.99it/s]

train:  25%|██▌       | 881/3515 [07:00<22:00,  1.99it/s]
overall:  22%|██▏       | 882/4000 [07:03<26:33,  1.96it/s]

train:  25%|██▌       | 882/3515 [07:01<22:25,  1.96it/s]
overall:  22%|██▏       | 883/4000 [07:04<26:32,  1.96it/s]

train:  25%|██▌       | 883/3515 [07:01<22:24,  1.96it/s]
overall:  22%|██▏       | 884/4000 [07:04<26:17,  1.98it/s]

train:  25%|██▌       | 884/3515 [07:02<22:11,  1.98it/s]
overall:  22%|██▏       | 885/4000 [07:05<26:36,  1.95it/s]

train:  25%|██▌       | 885/3515 [07:02<22:27,  1.95it/s]
overall:  22%|██▏       | 886/4000 [07:05<26:28,  1.96it/s]

train:  25%|██▌       | 886/3515 [07:03<22:21,  1.96it/s]
overall:  22%|██▏       | 887/4000 [07:06<26:10,  1.98it/s]

train:  25%|██▌       | 887/3515 [07:03<22:06,  1.98it/s]
overall:  22%|██▏       | 888/4000 [07:06<25:53,  2.00it/s]

train:  25%|██▌       | 888/3515 [07:04<21:51,  2.00it/s]
overall:  22%|██▏       | 889/4000 [07:07<26:00,  1.99it/s]

train:  25%|██▌       | 889/3515 [07:04<21:57,  1.99it/s]
overall:  22%|██▏       | 890/4000 [07:07<26:32,  1.95it/s]

train:  25%|██▌       | 890/3515 [07:05<22:23,  1.95it/s]
overall:  22%|██▏       | 891/4000 [07:08<25:56,  2.00it/s]

train:  25%|██▌       | 891/3515 [07:05<21:53,  2.00it/s]
overall:  22%|██▏       | 892/4000 [07:08<25:37,  2.02it/s]

train:  25%|██▌       | 892/3515 [07:06<21:37,  2.02it/s]
overall:  22%|██▏       | 893/4000 [07:09<25:54,  2.00it/s]

train:  25%|██▌       | 893/3515 [07:06<21:51,  2.00it/s]
overall:  22%|██▏       | 894/4000 [07:09<25:18,  2.05it/s]

train:  25%|██▌       | 894/3515 [07:07<21:21,  2.05it/s]
overall:  22%|██▏       | 895/4000 [07:10<24:43,  2.09it/s]

train:  25%|██▌       | 895/3515 [07:07<20:52,  2.09it/s]
overall:  22%|██▏       | 896/4000 [07:10<25:34,  2.02it/s]

train:  25%|██▌       | 896/3515 [07:08<21:34,  2.02it/s]
overall:  22%|██▏       | 897/4000 [07:11<25:54,  2.00it/s]

train:  26%|██▌       | 897/3515 [07:08<21:51,  2.00it/s]
overall:  22%|██▏       | 898/4000 [07:11<31:29,  1.64it/s]

train:  26%|██▌       | 898/3515 [07:09<26:33,  1.64it/s]
overall:  22%|██▏       | 899/4000 [07:12<29:45,  1.74it/s]

train:  26%|██▌       | 899/3515 [07:09<25:06,  1.74it/s]train loss: 1.7499516010284424
train per: 0.5288356179699903

overall:  22%|██▎       | 900/4000 [07:12<29:06,  1.78it/s]

train:  26%|██▌       | 900/3515 [07:10<24:33,  1.78it/s]
overall:  23%|██▎       | 901/4000 [07:13<28:28,  1.81it/s]

train:  26%|██▌       | 901/3515 [07:10<24:01,  1.81it/s]
overall:  23%|██▎       | 902/4000 [07:13<27:44,  1.86it/s]

train:  26%|██▌       | 902/3515 [07:11<23:24,  1.86it/s]
overall:  23%|██▎       | 903/4000 [07:14<26:59,  1.91it/s]

train:  26%|██▌       | 903/3515 [07:11<22:45,  1.91it/s]
overall:  23%|██▎       | 904/4000 [07:15<26:52,  1.92it/s]

train:  26%|██▌       | 904/3515 [07:12<22:39,  1.92it/s]
overall:  23%|██▎       | 905/4000 [07:15<26:17,  1.96it/s]

train:  26%|██▌       | 905/3515 [07:12<22:09,  1.96it/s]
overall:  23%|██▎       | 906/4000 [07:15<25:29,  2.02it/s]

train:  26%|██▌       | 906/3515 [07:13<21:29,  2.02it/s]
overall:  23%|██▎       | 907/4000 [07:16<25:35,  2.01it/s]

train:  26%|██▌       | 907/3515 [07:13<21:35,  2.01it/s]
overall:  23%|██▎       | 908/4000 [07:16<25:46,  2.00it/s]

train:  26%|██▌       | 908/3515 [07:14<21:43,  2.00it/s]
overall:  23%|██▎       | 909/4000 [07:17<24:44,  2.08it/s]

train:  26%|██▌       | 909/3515 [07:14<20:51,  2.08it/s]
overall:  23%|██▎       | 910/4000 [07:17<21:29,  2.40it/s]

train:  26%|██▌       | 910/3515 [07:15<18:06,  2.40it/s]
overall:  23%|██▎       | 911/4000 [07:18<22:35,  2.28it/s]

train:  26%|██▌       | 911/3515 [07:15<19:02,  2.28it/s]
overall:  23%|██▎       | 912/4000 [07:18<23:33,  2.18it/s]

train:  26%|██▌       | 912/3515 [07:16<19:51,  2.18it/s]
overall:  23%|██▎       | 913/4000 [07:19<24:27,  2.10it/s]

train:  26%|██▌       | 913/3515 [07:16<20:36,  2.10it/s]
overall:  23%|██▎       | 914/4000 [07:19<25:17,  2.03it/s]

train:  26%|██▌       | 914/3515 [07:17<21:19,  2.03it/s]
overall:  23%|██▎       | 915/4000 [07:20<23:22,  2.20it/s]

train:  26%|██▌       | 915/3515 [07:17<19:41,  2.20it/s]
overall:  23%|██▎       | 916/4000 [07:20<24:18,  2.12it/s]

train:  26%|██▌       | 916/3515 [07:18<20:28,  2.12it/s]
overall:  23%|██▎       | 917/4000 [07:21<25:00,  2.05it/s]

train:  26%|██▌       | 917/3515 [07:18<21:04,  2.05it/s]
overall:  23%|██▎       | 918/4000 [07:21<25:15,  2.03it/s]

train:  26%|██▌       | 918/3515 [07:19<21:16,  2.03it/s]
overall:  23%|██▎       | 919/4000 [07:22<25:15,  2.03it/s]

train:  26%|██▌       | 919/3515 [07:19<21:16,  2.03it/s]train loss: 1.7331268787384033
train per: 0.5230518345952242

overall:  23%|██▎       | 920/4000 [07:22<26:18,  1.95it/s]

train:  26%|██▌       | 920/3515 [07:20<22:10,  1.95it/s]
overall:  23%|██▎       | 921/4000 [07:23<26:03,  1.97it/s]

train:  26%|██▌       | 921/3515 [07:20<21:56,  1.97it/s]
overall:  23%|██▎       | 922/4000 [07:24<31:49,  1.61it/s]

train:  26%|██▌       | 922/3515 [07:21<26:48,  1.61it/s]
overall:  23%|██▎       | 923/4000 [07:24<30:28,  1.68it/s]

train:  26%|██▋       | 923/3515 [07:22<25:40,  1.68it/s]
overall:  23%|██▎       | 924/4000 [07:25<28:55,  1.77it/s]

train:  26%|██▋       | 924/3515 [07:22<24:21,  1.77it/s]
overall:  23%|██▎       | 925/4000 [07:25<27:58,  1.83it/s]

train:  26%|██▋       | 925/3515 [07:23<23:33,  1.83it/s]
overall:  23%|██▎       | 926/4000 [07:26<27:23,  1.87it/s]

train:  26%|██▋       | 926/3515 [07:23<23:03,  1.87it/s]
overall:  23%|██▎       | 927/4000 [07:26<27:01,  1.89it/s]

train:  26%|██▋       | 927/3515 [07:24<22:45,  1.89it/s]
overall:  23%|██▎       | 928/4000 [07:27<27:07,  1.89it/s]

train:  26%|██▋       | 928/3515 [07:24<22:50,  1.89it/s]
overall:  23%|██▎       | 929/4000 [07:27<26:31,  1.93it/s]

train:  26%|██▋       | 929/3515 [07:25<22:20,  1.93it/s]
overall:  23%|██▎       | 930/4000 [07:28<26:29,  1.93it/s]

train:  26%|██▋       | 930/3515 [07:25<22:18,  1.93it/s]
overall:  23%|██▎       | 931/4000 [07:28<26:20,  1.94it/s]

train:  26%|██▋       | 931/3515 [07:26<22:10,  1.94it/s]
overall:  23%|██▎       | 932/4000 [07:29<25:36,  2.00it/s]

train:  27%|██▋       | 932/3515 [07:26<21:33,  2.00it/s]
overall:  23%|██▎       | 933/4000 [07:29<25:21,  2.02it/s]

train:  27%|██▋       | 933/3515 [07:27<21:20,  2.02it/s]
overall:  23%|██▎       | 934/4000 [07:30<24:42,  2.07it/s]

train:  27%|██▋       | 934/3515 [07:27<20:48,  2.07it/s]
overall:  23%|██▎       | 935/4000 [07:30<25:04,  2.04it/s]

train:  27%|██▋       | 935/3515 [07:28<21:06,  2.04it/s]
overall:  23%|██▎       | 936/4000 [07:31<25:40,  1.99it/s]

train:  27%|██▋       | 936/3515 [07:28<21:36,  1.99it/s]
overall:  23%|██▎       | 937/4000 [07:31<23:34,  2.17it/s]

train:  27%|██▋       | 937/3515 [07:28<19:50,  2.17it/s]
overall:  23%|██▎       | 938/4000 [07:31<24:46,  2.06it/s]

train:  27%|██▋       | 938/3515 [07:29<20:50,  2.06it/s]
overall:  23%|██▎       | 939/4000 [07:32<24:30,  2.08it/s]

train:  27%|██▋       | 939/3515 [07:29<20:37,  2.08it/s]train loss: 1.7373660802841187
train per: 0.5247435055375625

overall:  24%|██▎       | 940/4000 [07:32<24:41,  2.07it/s]

train:  27%|██▋       | 940/3515 [07:30<20:47,  2.06it/s]
overall:  24%|██▎       | 941/4000 [07:33<24:18,  2.10it/s]

train:  27%|██▋       | 941/3515 [07:30<20:27,  2.10it/s]
overall:  24%|██▎       | 942/4000 [07:33<24:40,  2.07it/s]

train:  27%|██▋       | 942/3515 [07:31<20:45,  2.07it/s]
overall:  24%|██▎       | 943/4000 [07:34<24:53,  2.05it/s]

train:  27%|██▋       | 943/3515 [07:31<20:56,  2.05it/s]
overall:  24%|██▎       | 944/4000 [07:34<25:52,  1.97it/s]

train:  27%|██▋       | 944/3515 [07:32<21:46,  1.97it/s]
overall:  24%|██▎       | 945/4000 [07:35<26:15,  1.94it/s]

train:  27%|██▋       | 945/3515 [07:32<22:05,  1.94it/s]
overall:  24%|██▎       | 946/4000 [07:36<30:52,  1.65it/s]

train:  27%|██▋       | 946/3515 [07:33<25:58,  1.65it/s]
overall:  24%|██▎       | 947/4000 [07:36<29:39,  1.72it/s]

train:  27%|██▋       | 947/3515 [07:34<24:57,  1.72it/s]
overall:  24%|██▎       | 948/4000 [07:37<28:46,  1.77it/s]

train:  27%|██▋       | 948/3515 [07:34<24:12,  1.77it/s]
overall:  24%|██▎       | 949/4000 [07:37<27:44,  1.83it/s]

train:  27%|██▋       | 949/3515 [07:35<23:20,  1.83it/s]
overall:  24%|██▍       | 950/4000 [07:38<27:00,  1.88it/s]

train:  27%|██▋       | 950/3515 [07:35<22:42,  1.88it/s]
overall:  24%|██▍       | 951/4000 [07:38<26:31,  1.92it/s]

train:  27%|██▋       | 951/3515 [07:36<22:18,  1.92it/s]
overall:  24%|██▍       | 952/4000 [07:39<26:40,  1.90it/s]

train:  27%|██▋       | 952/3515 [07:36<22:25,  1.90it/s]
overall:  24%|██▍       | 953/4000 [07:39<22:29,  2.26it/s]

train:  27%|██▋       | 953/3515 [07:37<18:54,  2.26it/s]
overall:  24%|██▍       | 954/4000 [07:40<22:37,  2.24it/s]

train:  27%|██▋       | 954/3515 [07:37<19:01,  2.24it/s]
overall:  24%|██▍       | 955/4000 [07:40<23:46,  2.13it/s]

train:  27%|██▋       | 955/3515 [07:38<19:59,  2.13it/s]
overall:  24%|██▍       | 956/4000 [07:41<24:44,  2.05it/s]

train:  27%|██▋       | 956/3515 [07:38<20:47,  2.05it/s]
overall:  24%|██▍       | 957/4000 [07:41<20:16,  2.50it/s]

train:  27%|██▋       | 957/3515 [07:38<17:02,  2.50it/s]
overall:  24%|██▍       | 958/4000 [07:41<21:34,  2.35it/s]

train:  27%|██▋       | 958/3515 [07:39<18:07,  2.35it/s]
overall:  24%|██▍       | 959/4000 [07:42<22:51,  2.22it/s]

train:  27%|██▋       | 959/3515 [07:39<19:12,  2.22it/s]train loss: 1.773235559463501
train per: 0.5292106539767608

overall:  24%|██▍       | 960/4000 [07:42<24:01,  2.11it/s]

train:  27%|██▋       | 960/3515 [07:40<20:12,  2.11it/s]
overall:  24%|██▍       | 961/4000 [07:43<18:55,  2.68it/s]

train:  27%|██▋       | 961/3515 [07:40<15:53,  2.68it/s]
overall:  24%|██▍       | 962/4000 [07:43<16:02,  3.16it/s]

train:  27%|██▋       | 962/3515 [07:40<13:28,  3.16it/s]
overall:  24%|██▍       | 963/4000 [07:43<18:06,  2.79it/s]

train:  27%|██▋       | 963/3515 [07:41<15:13,  2.79it/s]
overall:  24%|██▍       | 964/4000 [07:44<18:49,  2.69it/s]

train:  27%|██▋       | 964/3515 [07:41<15:49,  2.69it/s]
overall:  24%|██▍       | 965/4000 [07:44<19:58,  2.53it/s]

train:  27%|██▋       | 965/3515 [07:42<16:47,  2.53it/s]
overall:  24%|██▍       | 966/4000 [07:45<21:40,  2.33it/s]

train:  27%|██▋       | 966/3515 [07:42<18:12,  2.33it/s]
overall:  24%|██▍       | 967/4000 [07:45<22:43,  2.22it/s]

train:  28%|██▊       | 967/3515 [07:43<19:05,  2.22it/s]
overall:  24%|██▍       | 968/4000 [07:45<18:10,  2.78it/s]

train:  28%|██▊       | 968/3515 [07:43<15:16,  2.78it/s]
overall:  24%|██▍       | 969/4000 [07:46<20:29,  2.46it/s]

train:  28%|██▊       | 969/3515 [07:43<17:13,  2.46it/s]
overall:  24%|██▍       | 970/4000 [07:47<27:08,  1.86it/s]

train:  28%|██▊       | 970/3515 [07:44<22:47,  1.86it/s]
overall:  24%|██▍       | 971/4000 [07:47<26:25,  1.91it/s]

train:  28%|██▊       | 971/3515 [07:45<22:11,  1.91it/s]
overall:  24%|██▍       | 972/4000 [07:48<25:56,  1.95it/s]

train:  28%|██▊       | 972/3515 [07:45<21:46,  1.95it/s]
overall:  24%|██▍       | 973/4000 [07:48<25:53,  1.95it/s]

train:  28%|██▊       | 973/3515 [07:46<21:44,  1.95it/s]
overall:  24%|██▍       | 974/4000 [07:48<24:55,  2.02it/s]

train:  28%|██▊       | 974/3515 [07:46<20:55,  2.02it/s]
overall:  24%|██▍       | 975/4000 [07:49<24:15,  2.08it/s]

train:  28%|██▊       | 975/3515 [07:46<20:21,  2.08it/s]
overall:  24%|██▍       | 976/4000 [07:49<24:36,  2.05it/s]

train:  28%|██▊       | 976/3515 [07:47<20:39,  2.05it/s]
overall:  24%|██▍       | 977/4000 [07:50<22:48,  2.21it/s]

train:  28%|██▊       | 977/3515 [07:47<19:08,  2.21it/s]
overall:  24%|██▍       | 978/4000 [07:50<23:17,  2.16it/s]

train:  28%|██▊       | 978/3515 [07:48<19:32,  2.16it/s]
overall:  24%|██▍       | 979/4000 [07:50<18:59,  2.65it/s]

train:  28%|██▊       | 979/3515 [07:48<15:56,  2.65it/s]train loss: 1.793727159500122
train per: 0.5383923650393061

overall:  24%|██▍       | 980/4000 [07:51<21:03,  2.39it/s]

train:  28%|██▊       | 980/3515 [07:48<17:41,  2.39it/s]
overall:  25%|██▍       | 981/4000 [07:51<22:28,  2.24it/s]

train:  28%|██▊       | 981/3515 [07:49<18:51,  2.24it/s]
overall:  25%|██▍       | 982/4000 [07:52<23:27,  2.14it/s]

train:  28%|██▊       | 982/3515 [07:49<19:41,  2.14it/s]
overall:  25%|██▍       | 983/4000 [07:53<24:08,  2.08it/s]

train:  28%|██▊       | 983/3515 [07:50<20:15,  2.08it/s]
overall:  25%|██▍       | 984/4000 [07:53<24:54,  2.02it/s]

train:  28%|██▊       | 984/3515 [07:51<20:53,  2.02it/s]
overall:  25%|██▍       | 985/4000 [07:54<24:44,  2.03it/s]

train:  28%|██▊       | 985/3515 [07:51<20:46,  2.03it/s]
overall:  25%|██▍       | 986/4000 [07:54<22:01,  2.28it/s]

train:  28%|██▊       | 986/3515 [07:51<18:28,  2.28it/s]
overall:  25%|██▍       | 987/4000 [07:54<22:36,  2.22it/s]

train:  28%|██▊       | 987/3515 [07:52<18:57,  2.22it/s]
overall:  25%|██▍       | 988/4000 [07:55<23:15,  2.16it/s]

train:  28%|██▊       | 988/3515 [07:52<19:30,  2.16it/s]
overall:  25%|██▍       | 989/4000 [07:55<23:06,  2.17it/s]

train:  28%|██▊       | 989/3515 [07:53<19:23,  2.17it/s]
overall:  25%|██▍       | 990/4000 [07:56<20:06,  2.50it/s]

train:  28%|██▊       | 990/3515 [07:53<16:51,  2.50it/s]
overall:  25%|██▍       | 991/4000 [07:56<21:55,  2.29it/s]

train:  28%|██▊       | 991/3515 [07:54<18:23,  2.29it/s]
overall:  25%|██▍       | 992/4000 [07:56<17:19,  2.89it/s]

train:  28%|██▊       | 992/3515 [07:54<14:32,  2.89it/s]
overall:  25%|██▍       | 993/4000 [07:57<19:32,  2.56it/s]

train:  28%|██▊       | 993/3515 [07:54<16:23,  2.56it/s]
overall:  25%|██▍       | 994/4000 [07:57<26:12,  1.91it/s]

train:  28%|██▊       | 994/3515 [07:55<21:58,  1.91it/s]
overall:  25%|██▍       | 995/4000 [07:58<23:48,  2.10it/s]

train:  28%|██▊       | 995/3515 [07:55<19:57,  2.10it/s]
overall:  25%|██▍       | 996/4000 [07:58<24:32,  2.04it/s]

train:  28%|██▊       | 996/3515 [07:56<20:34,  2.04it/s]
overall:  25%|██▍       | 997/4000 [07:59<24:56,  2.01it/s]

train:  28%|██▊       | 997/3515 [07:56<20:55,  2.01it/s]
overall:  25%|██▍       | 998/4000 [07:59<24:28,  2.04it/s]

train:  28%|██▊       | 998/3515 [07:57<20:31,  2.04it/s]
overall:  25%|██▍       | 999/4000 [08:00<24:29,  2.04it/s]

train:  28%|██▊       | 999/3515 [07:57<20:31,  2.04it/s]train loss: 1.770410180091858
train per: 0.5317298105682952
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



word -> phonemes:   0%|          | 0/2703 [00:00<?, ?it/s]


word -> phonemes:  12%|█▏        | 317/2703 [00:00<00:00, 3169.66it/s]


word -> phonemes:  23%|██▎       | 634/2703 [00:00<00:00, 3086.30it/s]


word -> phonemes:  35%|███▌      | 950/2703 [00:00<00:00, 3117.86it/s]


word -> phonemes:  47%|████▋     | 1262/2703 [00:00<00:00, 2830.22it/s]


word -> phonemes:  58%|█████▊    | 1579/2703 [00:00<00:00, 2943.01it/s]


word -> phonemes:  69%|██████▉   | 1877/2703 [00:00<00:00, 2930.27it/s]


word -> phonemes:  81%|████████  | 2196/2703 [00:00<00:00, 3011.38it/s]


word -> phonemes:  92%|█████████▏| 2499/2703 [00:00<00:00, 2927.77it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 2868.27it/s]



dev:   0%|          | 0/2703 [00:00<?, ?it/s]


dev:   0%|          | 1/2703 [00:00<32:27,  1.39it/s]


dev:   0%|          | 3/2703 [00:00<11:33,  3.89it/s]


dev:   0%|          | 5/2703 [00:01<07:44,  5.81it/s]


dev:   0%|          | 7/2703 [00:01<06:15,  7.17it/s]


dev:   0%|          | 9/2703 [00:01<05:22,  8.36it/s]


dev:   0%|          | 11/2703 [00:01<04:40,  9.60it/s]


dev:   0%|          | 13/2703 [00:01<04:23, 10.22it/s]


dev:   1%|          | 15/2703 [00:01<03:59, 11.21it/s]


dev:   1%|          | 17/2703 [00:02<03:39, 12.23it/s]


dev:   1%|          | 19/2703 [00:02<03:37, 12.32it/s]


dev:   1%|          | 21/2703 [00:02<03:32, 12.65it/s]


dev:   1%|          | 23/2703 [00:02<03:26, 12.97it/s]


dev:   1%|          | 25/2703 [00:02<03:22, 13.21it/s]


dev:   1%|          | 27/2703 [00:02<03:23, 13.15it/s]


dev:   1%|          | 29/2703 [00:02<03:21, 13.26it/s]


dev:   1%|          | 31/2703 [00:03<03:22, 13.17it/s]


dev:   1%|          | 33/2703 [00:03<03:10, 14.05it/s]


dev:   1%|▏         | 35/2703 [00:03<03:00, 14.75it/s]


dev:   1%|▏         | 37/2703 [00:03<03:05, 14.40it/s]


dev:   1%|▏         | 39/2703 [00:03<03:00, 14.77it/s]


dev:   2%|▏         | 41/2703 [00:03<02:53, 15.34it/s]


dev:   2%|▏         | 43/2703 [00:03<02:53, 15.36it/s]


dev:   2%|▏         | 45/2703 [00:03<02:44, 16.13it/s]


dev:   2%|▏         | 47/2703 [00:04<02:42, 16.37it/s]


dev:   2%|▏         | 49/2703 [00:04<02:44, 16.16it/s]


dev:   2%|▏         | 51/2703 [00:04<02:46, 15.93it/s]


dev:   2%|▏         | 53/2703 [00:04<02:50, 15.51it/s]


dev:   2%|▏         | 55/2703 [00:04<02:47, 15.76it/s]


dev:   2%|▏         | 57/2703 [00:04<02:43, 16.16it/s]


dev:   2%|▏         | 59/2703 [00:04<02:40, 16.45it/s]


dev:   2%|▏         | 61/2703 [00:04<02:34, 17.15it/s]


dev:   2%|▏         | 63/2703 [00:05<02:33, 17.24it/s]


dev:   2%|▏         | 65/2703 [00:05<02:32, 17.29it/s]


dev:   2%|▏         | 67/2703 [00:05<02:35, 16.91it/s]


dev:   3%|▎         | 69/2703 [00:05<02:30, 17.45it/s]


dev:   3%|▎         | 71/2703 [00:05<02:37, 16.75it/s]


dev:   3%|▎         | 73/2703 [00:05<02:38, 16.58it/s]


dev:   3%|▎         | 75/2703 [00:05<02:31, 17.30it/s]


dev:   3%|▎         | 77/2703 [00:05<02:32, 17.19it/s]


dev:   3%|▎         | 79/2703 [00:06<02:33, 17.06it/s]


dev:   3%|▎         | 81/2703 [00:06<02:28, 17.66it/s]


dev:   3%|▎         | 83/2703 [00:06<02:27, 17.80it/s]


dev:   3%|▎         | 85/2703 [00:06<02:38, 16.55it/s]


dev:   3%|▎         | 87/2703 [00:06<02:32, 17.18it/s]


dev:   3%|▎         | 89/2703 [00:06<02:32, 17.13it/s]


dev:   3%|▎         | 91/2703 [00:06<02:38, 16.52it/s]


dev:   3%|▎         | 93/2703 [00:06<02:36, 16.70it/s]


dev:   4%|▎         | 95/2703 [00:06<02:30, 17.37it/s]


dev:   4%|▎         | 97/2703 [00:07<02:27, 17.65it/s]


dev:   4%|▎         | 99/2703 [00:07<02:23, 18.13it/s]


dev:   4%|▎         | 101/2703 [00:07<02:26, 17.73it/s]


dev:   4%|▍         | 103/2703 [00:07<02:29, 17.43it/s]


dev:   4%|▍         | 105/2703 [00:07<02:31, 17.15it/s]


dev:   4%|▍         | 108/2703 [00:07<02:26, 17.66it/s]


dev:   4%|▍         | 110/2703 [00:07<02:22, 18.14it/s]


dev:   4%|▍         | 112/2703 [00:07<02:23, 18.09it/s]


dev:   4%|▍         | 114/2703 [00:07<02:21, 18.26it/s]


dev:   4%|▍         | 116/2703 [00:08<02:23, 17.97it/s]


dev:   4%|▍         | 118/2703 [00:08<02:30, 17.17it/s]


dev:   4%|▍         | 120/2703 [00:08<02:30, 17.17it/s]


dev:   5%|▍         | 122/2703 [00:08<02:24, 17.81it/s]


dev:   5%|▍         | 124/2703 [00:08<02:24, 17.89it/s]


dev:   5%|▍         | 126/2703 [00:08<02:22, 18.15it/s]


dev:   5%|▍         | 128/2703 [00:08<02:19, 18.41it/s]


dev:   5%|▍         | 131/2703 [00:08<02:12, 19.47it/s]


dev:   5%|▍         | 133/2703 [00:09<02:13, 19.27it/s]


dev:   5%|▍         | 135/2703 [00:09<02:14, 19.07it/s]


dev:   5%|▌         | 137/2703 [00:09<02:14, 19.03it/s]


dev:   5%|▌         | 140/2703 [00:09<02:10, 19.65it/s]


dev:   5%|▌         | 142/2703 [00:09<02:10, 19.63it/s]


dev:   5%|▌         | 144/2703 [00:09<02:15, 18.94it/s]


dev:   5%|▌         | 146/2703 [00:09<02:13, 19.11it/s]


dev:   5%|▌         | 148/2703 [00:09<02:16, 18.68it/s]


dev:   6%|▌         | 150/2703 [00:09<02:20, 18.12it/s]


dev:   6%|▌         | 153/2703 [00:10<02:13, 19.06it/s]


dev:   6%|▌         | 155/2703 [00:10<02:18, 18.43it/s]


dev:   6%|▌         | 157/2703 [00:10<02:15, 18.80it/s]


dev:   6%|▌         | 159/2703 [00:10<02:16, 18.64it/s]


dev:   6%|▌         | 161/2703 [00:10<02:21, 18.00it/s]


dev:   6%|▌         | 164/2703 [00:10<02:13, 18.98it/s]


dev:   6%|▌         | 167/2703 [00:10<02:11, 19.25it/s]


dev:   6%|▋         | 170/2703 [00:10<02:08, 19.76it/s]


dev:   6%|▋         | 172/2703 [00:11<02:09, 19.54it/s]


dev:   6%|▋         | 174/2703 [00:11<02:09, 19.52it/s]


dev:   7%|▋         | 177/2703 [00:11<02:05, 20.18it/s]


dev:   7%|▋         | 180/2703 [00:11<02:01, 20.76it/s]


dev:   7%|▋         | 183/2703 [00:11<02:04, 20.24it/s]


dev:   7%|▋         | 186/2703 [00:11<02:05, 20.13it/s]


dev:   7%|▋         | 189/2703 [00:11<02:03, 20.28it/s]


dev:   7%|▋         | 192/2703 [00:12<02:00, 20.80it/s]


dev:   7%|▋         | 195/2703 [00:12<02:00, 20.76it/s]


dev:   7%|▋         | 198/2703 [00:12<02:03, 20.22it/s]


dev:   7%|▋         | 201/2703 [00:12<02:00, 20.80it/s]


dev:   8%|▊         | 204/2703 [00:12<02:00, 20.82it/s]


dev:   8%|▊         | 207/2703 [00:12<01:59, 20.87it/s]


dev:   8%|▊         | 210/2703 [00:12<02:03, 20.18it/s]


dev:   8%|▊         | 213/2703 [00:13<02:03, 20.13it/s]


dev:   8%|▊         | 216/2703 [00:13<02:00, 20.70it/s]


dev:   8%|▊         | 219/2703 [00:13<01:54, 21.66it/s]


dev:   8%|▊         | 222/2703 [00:13<01:57, 21.17it/s]


dev:   8%|▊         | 225/2703 [00:13<02:02, 20.19it/s]


dev:   8%|▊         | 228/2703 [00:13<01:57, 21.11it/s]


dev:   9%|▊         | 231/2703 [00:13<01:54, 21.63it/s]


dev:   9%|▊         | 234/2703 [00:14<01:54, 21.57it/s]


dev:   9%|▉         | 237/2703 [00:14<01:53, 21.70it/s]


dev:   9%|▉         | 240/2703 [00:14<01:57, 20.95it/s]


dev:   9%|▉         | 243/2703 [00:14<01:57, 20.99it/s]


dev:   9%|▉         | 246/2703 [00:14<01:53, 21.64it/s]


dev:   9%|▉         | 249/2703 [00:14<01:54, 21.47it/s]


dev:   9%|▉         | 252/2703 [00:14<01:54, 21.36it/s]


dev:   9%|▉         | 255/2703 [00:15<01:53, 21.63it/s]


dev:  10%|▉         | 258/2703 [00:15<01:50, 22.15it/s]


dev:  10%|▉         | 261/2703 [00:15<01:53, 21.46it/s]


dev:  10%|▉         | 264/2703 [00:15<01:52, 21.77it/s]


dev:  10%|▉         | 267/2703 [00:15<01:52, 21.60it/s]


dev:  10%|▉         | 270/2703 [00:15<01:52, 21.60it/s]


dev:  10%|█         | 273/2703 [00:15<01:52, 21.53it/s]


dev:  10%|█         | 276/2703 [00:15<01:52, 21.63it/s]


dev:  10%|█         | 279/2703 [00:16<01:49, 22.10it/s]


dev:  10%|█         | 282/2703 [00:16<01:49, 22.02it/s]


dev:  11%|█         | 285/2703 [00:16<01:52, 21.47it/s]


dev:  11%|█         | 288/2703 [00:16<01:49, 22.05it/s]


dev:  11%|█         | 291/2703 [00:16<01:49, 22.02it/s]


dev:  11%|█         | 294/2703 [00:16<01:49, 22.06it/s]


dev:  11%|█         | 297/2703 [00:16<01:49, 21.91it/s]


dev:  11%|█         | 300/2703 [00:17<01:51, 21.46it/s]


dev:  11%|█         | 303/2703 [00:17<01:49, 21.96it/s]


dev:  11%|█▏        | 306/2703 [00:17<01:49, 21.89it/s]


dev:  11%|█▏        | 309/2703 [00:17<01:49, 21.84it/s]


dev:  12%|█▏        | 312/2703 [00:17<01:54, 20.81it/s]


dev:  12%|█▏        | 315/2703 [00:17<01:51, 21.42it/s]


dev:  12%|█▏        | 318/2703 [00:17<01:50, 21.67it/s]


dev:  12%|█▏        | 321/2703 [00:18<01:52, 21.26it/s]


dev:  12%|█▏        | 324/2703 [00:18<01:48, 21.87it/s]


dev:  12%|█▏        | 327/2703 [00:18<01:49, 21.73it/s]


dev:  12%|█▏        | 330/2703 [00:18<01:44, 22.67it/s]


dev:  12%|█▏        | 333/2703 [00:18<01:42, 23.13it/s]


dev:  12%|█▏        | 336/2703 [00:18<01:39, 23.86it/s]


dev:  13%|█▎        | 339/2703 [00:18<01:42, 23.14it/s]


dev:  13%|█▎        | 342/2703 [00:18<01:42, 22.94it/s]


dev:  13%|█▎        | 345/2703 [00:19<01:45, 22.40it/s]


dev:  13%|█▎        | 348/2703 [00:19<01:44, 22.52it/s]


dev:  13%|█▎        | 351/2703 [00:19<01:43, 22.82it/s]


dev:  13%|█▎        | 354/2703 [00:19<01:41, 23.06it/s]


dev:  13%|█▎        | 357/2703 [00:19<01:46, 22.10it/s]


dev:  13%|█▎        | 360/2703 [00:19<01:45, 22.27it/s]


dev:  13%|█▎        | 363/2703 [00:19<01:43, 22.64it/s]


dev:  14%|█▎        | 366/2703 [00:20<01:41, 23.06it/s]


dev:  14%|█▎        | 369/2703 [00:20<01:38, 23.80it/s]


dev:  14%|█▍        | 372/2703 [00:20<01:39, 23.51it/s]


dev:  14%|█▍        | 375/2703 [00:20<01:42, 22.75it/s]


dev:  14%|█▍        | 378/2703 [00:20<01:40, 23.06it/s]


dev:  14%|█▍        | 381/2703 [00:20<01:40, 23.06it/s]


dev:  14%|█▍        | 384/2703 [00:20<01:41, 22.84it/s]


dev:  14%|█▍        | 387/2703 [00:20<01:38, 23.43it/s]


dev:  14%|█▍        | 390/2703 [00:21<01:46, 21.76it/s]


dev:  15%|█▍        | 393/2703 [00:21<01:42, 22.46it/s]


dev:  15%|█▍        | 396/2703 [00:21<01:43, 22.30it/s]


dev:  15%|█▍        | 399/2703 [00:21<01:40, 22.94it/s]


dev:  15%|█▍        | 402/2703 [00:21<01:41, 22.71it/s]


dev:  15%|█▍        | 405/2703 [00:21<01:41, 22.63it/s]


dev:  15%|█▌        | 408/2703 [00:21<01:41, 22.63it/s]


dev:  15%|█▌        | 411/2703 [00:21<01:39, 23.02it/s]


dev:  15%|█▌        | 414/2703 [00:22<01:37, 23.55it/s]


dev:  15%|█▌        | 417/2703 [00:22<01:36, 23.69it/s]


dev:  16%|█▌        | 420/2703 [00:22<01:42, 22.31it/s]


dev:  16%|█▌        | 423/2703 [00:22<01:39, 22.84it/s]


dev:  16%|█▌        | 426/2703 [00:22<01:37, 23.33it/s]


dev:  16%|█▌        | 429/2703 [00:22<01:32, 24.56it/s]


dev:  16%|█▌        | 432/2703 [00:22<01:33, 24.21it/s]


dev:  16%|█▌        | 435/2703 [00:23<01:33, 24.25it/s]


dev:  16%|█▌        | 438/2703 [00:23<01:35, 23.83it/s]


dev:  16%|█▋        | 441/2703 [00:23<01:35, 23.73it/s]


dev:  16%|█▋        | 444/2703 [00:23<01:35, 23.73it/s]


dev:  17%|█▋        | 447/2703 [00:23<01:36, 23.37it/s]


dev:  17%|█▋        | 450/2703 [00:23<01:32, 24.25it/s]


dev:  17%|█▋        | 453/2703 [00:23<01:33, 24.08it/s]


dev:  17%|█▋        | 456/2703 [00:23<01:36, 23.33it/s]


dev:  17%|█▋        | 459/2703 [00:24<01:36, 23.23it/s]


dev:  17%|█▋        | 462/2703 [00:24<01:34, 23.76it/s]


dev:  17%|█▋        | 465/2703 [00:24<01:32, 24.24it/s]


dev:  17%|█▋        | 468/2703 [00:24<01:36, 23.20it/s]


dev:  17%|█▋        | 471/2703 [00:24<01:33, 23.99it/s]


dev:  18%|█▊        | 474/2703 [00:24<01:35, 23.29it/s]


dev:  18%|█▊        | 477/2703 [00:24<01:34, 23.44it/s]


dev:  18%|█▊        | 480/2703 [00:24<01:33, 23.85it/s]


dev:  18%|█▊        | 483/2703 [00:25<01:31, 24.37it/s]


dev:  18%|█▊        | 486/2703 [00:25<01:37, 22.82it/s]


dev:  18%|█▊        | 489/2703 [00:25<01:34, 23.33it/s]


dev:  18%|█▊        | 492/2703 [00:25<01:33, 23.52it/s]


dev:  18%|█▊        | 495/2703 [00:25<01:30, 24.51it/s]


dev:  18%|█▊        | 498/2703 [00:25<01:27, 25.26it/s]


dev:  19%|█▊        | 501/2703 [00:25<01:31, 24.07it/s]


dev:  19%|█▊        | 504/2703 [00:25<01:31, 23.92it/s]


dev:  19%|█▉        | 507/2703 [00:26<01:30, 24.39it/s]


dev:  19%|█▉        | 510/2703 [00:26<01:29, 24.56it/s]


dev:  19%|█▉        | 513/2703 [00:26<01:29, 24.58it/s]


dev:  19%|█▉        | 516/2703 [00:26<01:27, 24.89it/s]


dev:  19%|█▉        | 519/2703 [00:26<01:33, 23.39it/s]


dev:  19%|█▉        | 522/2703 [00:26<01:29, 24.32it/s]


dev:  19%|█▉        | 525/2703 [00:26<01:26, 25.06it/s]


dev:  20%|█▉        | 528/2703 [00:26<01:24, 25.68it/s]


dev:  20%|█▉        | 531/2703 [00:26<01:24, 25.78it/s]


dev:  20%|█▉        | 534/2703 [00:27<01:23, 26.11it/s]


dev:  20%|█▉        | 537/2703 [00:27<01:28, 24.46it/s]


dev:  20%|█▉        | 540/2703 [00:27<01:27, 24.82it/s]


dev:  20%|██        | 543/2703 [00:27<01:23, 25.74it/s]


dev:  20%|██        | 546/2703 [00:27<01:21, 26.60it/s]


dev:  20%|██        | 549/2703 [00:27<01:20, 26.78it/s]


dev:  20%|██        | 552/2703 [00:27<01:22, 26.02it/s]


dev:  21%|██        | 555/2703 [00:27<01:24, 25.30it/s]


dev:  21%|██        | 558/2703 [00:28<01:25, 25.00it/s]


dev:  21%|██        | 561/2703 [00:28<01:24, 25.20it/s]


dev:  21%|██        | 564/2703 [00:28<01:27, 24.50it/s]


dev:  21%|██        | 567/2703 [00:28<01:25, 25.10it/s]


dev:  21%|██        | 570/2703 [00:28<01:29, 23.77it/s]


dev:  21%|██        | 573/2703 [00:28<01:28, 24.07it/s]


dev:  21%|██▏       | 576/2703 [00:28<01:26, 24.60it/s]


dev:  21%|██▏       | 579/2703 [00:28<01:23, 25.57it/s]


dev:  22%|██▏       | 582/2703 [00:28<01:21, 26.15it/s]


dev:  22%|██▏       | 585/2703 [00:29<01:21, 25.92it/s]


dev:  22%|██▏       | 588/2703 [00:29<01:29, 23.66it/s]


dev:  22%|██▏       | 592/2703 [00:29<01:23, 25.30it/s]


dev:  22%|██▏       | 595/2703 [00:29<01:24, 25.00it/s]


dev:  22%|██▏       | 599/2703 [00:29<01:19, 26.46it/s]


dev:  22%|██▏       | 602/2703 [00:29<01:20, 25.97it/s]


dev:  22%|██▏       | 605/2703 [00:29<01:20, 26.21it/s]


dev:  22%|██▏       | 608/2703 [00:30<01:18, 26.65it/s]


dev:  23%|██▎       | 611/2703 [00:30<01:18, 26.51it/s]


dev:  23%|██▎       | 614/2703 [00:30<01:17, 26.86it/s]


dev:  23%|██▎       | 617/2703 [00:30<01:16, 27.15it/s]


dev:  23%|██▎       | 621/2703 [00:30<01:16, 27.26it/s]


dev:  23%|██▎       | 624/2703 [00:30<01:20, 25.81it/s]


dev:  23%|██▎       | 628/2703 [00:30<01:15, 27.51it/s]


dev:  23%|██▎       | 631/2703 [00:30<01:14, 27.93it/s]


dev:  23%|██▎       | 634/2703 [00:30<01:15, 27.53it/s]


dev:  24%|██▎       | 637/2703 [00:31<01:14, 27.57it/s]


dev:  24%|██▎       | 640/2703 [00:31<01:16, 26.91it/s]


dev:  24%|██▍       | 643/2703 [00:31<01:17, 26.51it/s]


dev:  24%|██▍       | 646/2703 [00:31<01:15, 27.38it/s]


dev:  24%|██▍       | 649/2703 [00:31<01:15, 27.04it/s]


dev:  24%|██▍       | 652/2703 [00:31<01:16, 26.78it/s]


dev:  24%|██▍       | 655/2703 [00:31<01:15, 27.12it/s]


dev:  24%|██▍       | 658/2703 [00:31<01:21, 24.96it/s]


dev:  24%|██▍       | 662/2703 [00:32<01:19, 25.68it/s]


dev:  25%|██▍       | 665/2703 [00:32<01:17, 26.36it/s]


dev:  25%|██▍       | 668/2703 [00:32<01:17, 26.31it/s]


dev:  25%|██▍       | 671/2703 [00:32<01:16, 26.42it/s]


dev:  25%|██▍       | 674/2703 [00:32<01:20, 25.25it/s]


dev:  25%|██▌       | 677/2703 [00:32<01:17, 26.07it/s]


dev:  25%|██▌       | 680/2703 [00:32<01:15, 26.70it/s]


dev:  25%|██▌       | 683/2703 [00:32<01:17, 26.22it/s]


dev:  25%|██▌       | 686/2703 [00:32<01:17, 26.18it/s]


dev:  25%|██▌       | 689/2703 [00:33<01:18, 25.53it/s]


dev:  26%|██▌       | 692/2703 [00:33<01:17, 26.10it/s]


dev:  26%|██▌       | 695/2703 [00:33<01:16, 26.20it/s]


dev:  26%|██▌       | 698/2703 [00:33<01:18, 25.56it/s]


dev:  26%|██▌       | 701/2703 [00:33<01:17, 25.87it/s]


dev:  26%|██▌       | 704/2703 [00:33<01:15, 26.42it/s]


dev:  26%|██▌       | 707/2703 [00:33<01:13, 27.22it/s]


dev:  26%|██▋       | 710/2703 [00:33<01:12, 27.38it/s]


dev:  26%|██▋       | 713/2703 [00:33<01:13, 26.97it/s]


dev:  26%|██▋       | 716/2703 [00:34<01:15, 26.33it/s]


dev:  27%|██▋       | 719/2703 [00:34<01:14, 26.70it/s]


dev:  27%|██▋       | 722/2703 [00:34<01:12, 27.18it/s]


dev:  27%|██▋       | 725/2703 [00:34<01:11, 27.79it/s]


dev:  27%|██▋       | 728/2703 [00:34<01:11, 27.62it/s]


dev:  27%|██▋       | 731/2703 [00:34<01:11, 27.57it/s]


dev:  27%|██▋       | 734/2703 [00:34<01:14, 26.29it/s]


dev:  27%|██▋       | 737/2703 [00:34<01:13, 26.58it/s]


dev:  27%|██▋       | 740/2703 [00:34<01:12, 26.95it/s]


dev:  28%|██▊       | 744/2703 [00:35<01:09, 28.19it/s]


dev:  28%|██▊       | 747/2703 [00:35<01:08, 28.36it/s]


dev:  28%|██▊       | 750/2703 [00:35<01:12, 27.10it/s]


dev:  28%|██▊       | 753/2703 [00:35<01:13, 26.56it/s]


dev:  28%|██▊       | 756/2703 [00:35<01:13, 26.37it/s]


dev:  28%|██▊       | 759/2703 [00:35<01:11, 27.24it/s]


dev:  28%|██▊       | 762/2703 [00:35<01:11, 27.12it/s]


dev:  28%|██▊       | 765/2703 [00:35<01:12, 26.90it/s]


dev:  28%|██▊       | 768/2703 [00:35<01:13, 26.41it/s]


dev:  29%|██▊       | 771/2703 [00:36<01:12, 26.52it/s]


dev:  29%|██▊       | 774/2703 [00:36<01:11, 27.08it/s]


dev:  29%|██▊       | 777/2703 [00:36<01:11, 26.95it/s]


dev:  29%|██▉       | 780/2703 [00:36<01:11, 26.81it/s]


dev:  29%|██▉       | 783/2703 [00:36<01:12, 26.46it/s]


dev:  29%|██▉       | 786/2703 [00:36<01:10, 27.07it/s]


dev:  29%|██▉       | 789/2703 [00:36<01:10, 27.22it/s]


dev:  29%|██▉       | 792/2703 [00:36<01:09, 27.33it/s]


dev:  29%|██▉       | 795/2703 [00:36<01:08, 27.76it/s]


dev:  30%|██▉       | 798/2703 [00:37<01:08, 27.86it/s]


dev:  30%|██▉       | 801/2703 [00:37<01:12, 26.13it/s]


dev:  30%|██▉       | 804/2703 [00:37<01:12, 26.36it/s]


dev:  30%|██▉       | 807/2703 [00:37<01:11, 26.65it/s]


dev:  30%|███       | 811/2703 [00:37<01:07, 28.11it/s]


dev:  30%|███       | 814/2703 [00:37<01:07, 28.19it/s]


dev:  30%|███       | 817/2703 [00:37<01:06, 28.32it/s]


dev:  30%|███       | 820/2703 [00:37<01:08, 27.51it/s]


dev:  30%|███       | 824/2703 [00:38<01:05, 28.85it/s]


dev:  31%|███       | 827/2703 [00:38<01:07, 27.80it/s]


dev:  31%|███       | 831/2703 [00:38<01:05, 28.73it/s]


dev:  31%|███       | 834/2703 [00:38<01:05, 28.43it/s]


dev:  31%|███       | 837/2703 [00:38<01:07, 27.50it/s]


dev:  31%|███       | 841/2703 [00:38<01:05, 28.48it/s]


dev:  31%|███       | 844/2703 [00:38<01:06, 27.84it/s]


dev:  31%|███▏      | 847/2703 [00:38<01:09, 26.77it/s]


dev:  31%|███▏      | 850/2703 [00:38<01:07, 27.38it/s]


dev:  32%|███▏      | 854/2703 [00:39<01:05, 28.18it/s]


dev:  32%|███▏      | 857/2703 [00:39<01:07, 27.52it/s]


dev:  32%|███▏      | 860/2703 [00:39<01:07, 27.41it/s]


dev:  32%|███▏      | 863/2703 [00:39<01:08, 26.95it/s]


dev:  32%|███▏      | 866/2703 [00:39<01:08, 26.99it/s]


dev:  32%|███▏      | 869/2703 [00:39<01:07, 27.28it/s]


dev:  32%|███▏      | 872/2703 [00:39<01:06, 27.37it/s]


dev:  32%|███▏      | 875/2703 [00:39<01:09, 26.42it/s]


dev:  33%|███▎      | 879/2703 [00:40<01:04, 28.23it/s]


dev:  33%|███▎      | 882/2703 [00:40<01:07, 26.80it/s]


dev:  33%|███▎      | 885/2703 [00:40<01:06, 27.29it/s]


dev:  33%|███▎      | 888/2703 [00:40<01:05, 27.86it/s]


dev:  33%|███▎      | 891/2703 [00:40<01:05, 27.49it/s]


dev:  33%|███▎      | 894/2703 [00:40<01:07, 26.96it/s]


dev:  33%|███▎      | 897/2703 [00:40<01:04, 27.79it/s]


dev:  33%|███▎      | 900/2703 [00:40<01:04, 28.09it/s]


dev:  33%|███▎      | 903/2703 [00:40<01:04, 27.70it/s]


dev:  34%|███▎      | 906/2703 [00:40<01:03, 28.15it/s]


dev:  34%|███▎      | 909/2703 [00:41<01:03, 28.25it/s]


dev:  34%|███▎      | 912/2703 [00:41<01:05, 27.25it/s]


dev:  34%|███▍      | 916/2703 [00:41<01:01, 28.88it/s]


dev:  34%|███▍      | 919/2703 [00:41<01:01, 29.17it/s]


dev:  34%|███▍      | 922/2703 [00:41<01:04, 27.71it/s]


dev:  34%|███▍      | 925/2703 [00:41<01:03, 28.14it/s]


dev:  34%|███▍      | 928/2703 [00:41<01:02, 28.31it/s]


dev:  34%|███▍      | 931/2703 [00:41<01:03, 27.92it/s]


dev:  35%|███▍      | 935/2703 [00:42<01:00, 29.23it/s]


dev:  35%|███▍      | 939/2703 [00:42<00:58, 30.26it/s]


dev:  35%|███▍      | 943/2703 [00:42<00:58, 30.07it/s]


dev:  35%|███▌      | 947/2703 [00:42<00:58, 29.99it/s]


dev:  35%|███▌      | 950/2703 [00:42<01:00, 29.02it/s]


dev:  35%|███▌      | 954/2703 [00:42<00:59, 29.58it/s]


dev:  35%|███▌      | 958/2703 [00:42<00:58, 29.70it/s]


dev:  36%|███▌      | 962/2703 [00:42<00:57, 30.26it/s]


dev:  36%|███▌      | 966/2703 [00:43<00:55, 31.29it/s]


dev:  36%|███▌      | 970/2703 [00:43<00:56, 30.67it/s]


dev:  36%|███▌      | 974/2703 [00:43<00:58, 29.79it/s]


dev:  36%|███▌      | 977/2703 [00:43<00:58, 29.29it/s]


dev:  36%|███▋      | 981/2703 [00:43<00:57, 29.73it/s]


dev:  36%|███▋      | 984/2703 [00:43<00:58, 29.35it/s]


dev:  37%|███▋      | 988/2703 [00:43<00:56, 30.43it/s]


dev:  37%|███▋      | 992/2703 [00:43<00:58, 29.06it/s]


dev:  37%|███▋      | 996/2703 [00:44<00:57, 29.76it/s]


dev:  37%|███▋      | 999/2703 [00:44<00:57, 29.59it/s]


dev:  37%|███▋      | 1002/2703 [00:44<00:58, 28.93it/s]


dev:  37%|███▋      | 1006/2703 [00:44<00:56, 29.89it/s]


dev:  37%|███▋      | 1010/2703 [00:44<00:56, 29.82it/s]


dev:  38%|███▊      | 1014/2703 [00:44<00:56, 29.82it/s]


dev:  38%|███▊      | 1017/2703 [00:44<00:57, 29.51it/s]


dev:  38%|███▊      | 1021/2703 [00:44<00:55, 30.10it/s]


dev:  38%|███▊      | 1025/2703 [00:45<00:56, 29.88it/s]


dev:  38%|███▊      | 1029/2703 [00:45<00:56, 29.88it/s]


dev:  38%|███▊      | 1032/2703 [00:45<00:56, 29.60it/s]


dev:  38%|███▊      | 1036/2703 [00:45<00:56, 29.76it/s]


dev:  38%|███▊      | 1039/2703 [00:45<00:59, 28.18it/s]


dev:  39%|███▊      | 1042/2703 [00:45<00:59, 27.80it/s]


dev:  39%|███▊      | 1046/2703 [00:45<00:56, 29.21it/s]


dev:  39%|███▉      | 1049/2703 [00:45<00:57, 28.90it/s]


dev:  39%|███▉      | 1053/2703 [00:45<00:55, 29.79it/s]


dev:  39%|███▉      | 1057/2703 [00:46<00:53, 30.63it/s]


dev:  39%|███▉      | 1061/2703 [00:46<00:53, 30.52it/s]


dev:  39%|███▉      | 1065/2703 [00:46<00:52, 31.29it/s]


dev:  40%|███▉      | 1069/2703 [00:46<00:53, 30.34it/s]


dev:  40%|███▉      | 1073/2703 [00:46<00:53, 30.37it/s]


dev:  40%|███▉      | 1077/2703 [00:46<00:53, 30.40it/s]


dev:  40%|███▉      | 1081/2703 [00:46<00:55, 29.27it/s]


dev:  40%|████      | 1085/2703 [00:47<00:51, 31.12it/s]


dev:  40%|████      | 1089/2703 [00:47<00:53, 30.18it/s]


dev:  40%|████      | 1093/2703 [00:47<00:52, 30.87it/s]


dev:  41%|████      | 1097/2703 [00:47<00:51, 31.22it/s]


dev:  41%|████      | 1101/2703 [00:47<00:50, 31.66it/s]


dev:  41%|████      | 1105/2703 [00:47<00:51, 30.84it/s]


dev:  41%|████      | 1109/2703 [00:47<00:52, 30.28it/s]


dev:  41%|████      | 1113/2703 [00:47<00:51, 31.04it/s]


dev:  41%|████▏     | 1117/2703 [00:48<00:51, 30.83it/s]


dev:  41%|████▏     | 1121/2703 [00:48<00:51, 30.72it/s]


dev:  42%|████▏     | 1125/2703 [00:48<00:52, 30.00it/s]


dev:  42%|████▏     | 1129/2703 [00:48<00:52, 29.91it/s]


dev:  42%|████▏     | 1132/2703 [00:48<00:53, 29.63it/s]


dev:  42%|████▏     | 1136/2703 [00:48<00:50, 31.11it/s]


dev:  42%|████▏     | 1140/2703 [00:48<00:51, 30.46it/s]


dev:  42%|████▏     | 1144/2703 [00:48<00:52, 29.86it/s]


dev:  42%|████▏     | 1148/2703 [00:49<00:51, 30.27it/s]


dev:  43%|████▎     | 1152/2703 [00:49<00:52, 29.27it/s]


dev:  43%|████▎     | 1156/2703 [00:49<00:51, 29.79it/s]


dev:  43%|████▎     | 1160/2703 [00:49<00:49, 31.27it/s]


dev:  43%|████▎     | 1164/2703 [00:49<00:48, 31.70it/s]


dev:  43%|████▎     | 1168/2703 [00:49<00:51, 30.09it/s]


dev:  43%|████▎     | 1172/2703 [00:49<00:51, 29.81it/s]


dev:  44%|████▎     | 1176/2703 [00:50<00:50, 30.15it/s]


dev:  44%|████▎     | 1180/2703 [00:50<00:51, 29.77it/s]


dev:  44%|████▍     | 1184/2703 [00:50<00:49, 31.00it/s]


dev:  44%|████▍     | 1188/2703 [00:50<00:49, 30.30it/s]


dev:  44%|████▍     | 1192/2703 [00:50<00:50, 29.93it/s]


dev:  44%|████▍     | 1196/2703 [00:50<00:48, 31.00it/s]


dev:  44%|████▍     | 1200/2703 [00:50<00:48, 30.78it/s]


dev:  45%|████▍     | 1204/2703 [00:50<00:47, 31.88it/s]


dev:  45%|████▍     | 1208/2703 [00:51<00:48, 31.02it/s]


dev:  45%|████▍     | 1212/2703 [00:51<00:47, 31.30it/s]


dev:  45%|████▍     | 1216/2703 [00:51<00:48, 30.79it/s]


dev:  45%|████▌     | 1220/2703 [00:51<00:46, 31.69it/s]


dev:  45%|████▌     | 1224/2703 [00:51<00:45, 32.44it/s]


dev:  45%|████▌     | 1228/2703 [00:51<00:46, 31.56it/s]


dev:  46%|████▌     | 1232/2703 [00:51<00:46, 31.39it/s]


dev:  46%|████▌     | 1236/2703 [00:51<00:47, 30.68it/s]


dev:  46%|████▌     | 1240/2703 [00:52<00:46, 31.71it/s]


dev:  46%|████▌     | 1244/2703 [00:52<00:46, 31.49it/s]


dev:  46%|████▌     | 1248/2703 [00:52<00:47, 30.73it/s]


dev:  46%|████▋     | 1252/2703 [00:52<00:47, 30.75it/s]


dev:  46%|████▋     | 1256/2703 [00:52<00:47, 30.24it/s]


dev:  47%|████▋     | 1260/2703 [00:52<00:45, 31.72it/s]


dev:  47%|████▋     | 1264/2703 [00:52<00:45, 31.85it/s]


dev:  47%|████▋     | 1268/2703 [00:52<00:45, 31.88it/s]


dev:  47%|████▋     | 1272/2703 [00:53<00:45, 31.18it/s]


dev:  47%|████▋     | 1276/2703 [00:53<00:46, 30.92it/s]


dev:  47%|████▋     | 1280/2703 [00:53<00:46, 30.47it/s]


dev:  48%|████▊     | 1284/2703 [00:53<00:46, 30.79it/s]


dev:  48%|████▊     | 1288/2703 [00:53<00:45, 31.08it/s]


dev:  48%|████▊     | 1292/2703 [00:53<00:45, 30.75it/s]


dev:  48%|████▊     | 1296/2703 [00:53<00:46, 30.32it/s]


dev:  48%|████▊     | 1300/2703 [00:54<00:45, 31.15it/s]


dev:  48%|████▊     | 1304/2703 [00:54<00:44, 31.65it/s]


dev:  48%|████▊     | 1308/2703 [00:54<00:43, 31.77it/s]


dev:  49%|████▊     | 1312/2703 [00:54<00:43, 32.11it/s]


dev:  49%|████▊     | 1316/2703 [00:54<00:41, 33.79it/s]


dev:  49%|████▉     | 1320/2703 [00:54<00:41, 33.05it/s]


dev:  49%|████▉     | 1324/2703 [00:54<00:41, 33.50it/s]


dev:  49%|████▉     | 1328/2703 [00:54<00:41, 32.88it/s]


dev:  49%|████▉     | 1332/2703 [00:54<00:41, 32.98it/s]


dev:  49%|████▉     | 1336/2703 [00:55<00:42, 32.47it/s]


dev:  50%|████▉     | 1340/2703 [00:55<00:42, 32.25it/s]


dev:  50%|████▉     | 1344/2703 [00:55<00:40, 33.76it/s]


dev:  50%|████▉     | 1348/2703 [00:55<00:41, 32.82it/s]


dev:  50%|█████     | 1352/2703 [00:55<00:40, 33.06it/s]


dev:  50%|█████     | 1356/2703 [00:55<00:40, 32.92it/s]


dev:  50%|█████     | 1360/2703 [00:55<00:39, 33.77it/s]


dev:  50%|█████     | 1364/2703 [00:55<00:40, 33.18it/s]


dev:  51%|█████     | 1368/2703 [00:56<00:39, 33.87it/s]


dev:  51%|█████     | 1372/2703 [00:56<00:40, 32.74it/s]


dev:  51%|█████     | 1376/2703 [00:56<00:40, 32.57it/s]


dev:  51%|█████     | 1380/2703 [00:56<00:40, 32.53it/s]


dev:  51%|█████     | 1384/2703 [00:56<00:39, 33.37it/s]


dev:  51%|█████▏    | 1388/2703 [00:56<00:39, 33.33it/s]


dev:  51%|█████▏    | 1392/2703 [00:56<00:38, 33.78it/s]


dev:  52%|█████▏    | 1396/2703 [00:56<00:38, 34.00it/s]


dev:  52%|█████▏    | 1400/2703 [00:57<00:38, 34.08it/s]


dev:  52%|█████▏    | 1404/2703 [00:57<00:38, 33.98it/s]


dev:  52%|█████▏    | 1408/2703 [00:57<00:38, 33.43it/s]


dev:  52%|█████▏    | 1412/2703 [00:57<00:37, 34.35it/s]


dev:  52%|█████▏    | 1416/2703 [00:57<00:37, 34.78it/s]


dev:  53%|█████▎    | 1420/2703 [00:57<00:36, 35.33it/s]


dev:  53%|█████▎    | 1424/2703 [00:57<00:35, 35.84it/s]


dev:  53%|█████▎    | 1428/2703 [00:57<00:36, 35.23it/s]


dev:  53%|█████▎    | 1432/2703 [00:57<00:36, 34.62it/s]


dev:  53%|█████▎    | 1436/2703 [00:58<00:37, 33.80it/s]


dev:  53%|█████▎    | 1440/2703 [00:58<00:37, 33.87it/s]


dev:  53%|█████▎    | 1444/2703 [00:58<00:38, 32.93it/s]


dev:  54%|█████▎    | 1448/2703 [00:58<00:38, 32.34it/s]


dev:  54%|█████▎    | 1452/2703 [00:58<00:38, 32.27it/s]


dev:  54%|█████▍    | 1456/2703 [00:58<00:37, 33.09it/s]


dev:  54%|█████▍    | 1460/2703 [00:58<00:36, 34.02it/s]


dev:  54%|█████▍    | 1464/2703 [00:58<00:36, 33.66it/s]


dev:  54%|█████▍    | 1468/2703 [00:59<00:36, 34.19it/s]


dev:  54%|█████▍    | 1472/2703 [00:59<00:37, 32.74it/s]


dev:  55%|█████▍    | 1476/2703 [00:59<00:36, 33.24it/s]


dev:  55%|█████▍    | 1480/2703 [00:59<00:36, 33.60it/s]


dev:  55%|█████▍    | 1484/2703 [00:59<00:36, 33.36it/s]


dev:  55%|█████▌    | 1488/2703 [00:59<00:36, 33.70it/s]


dev:  55%|█████▌    | 1492/2703 [00:59<00:35, 34.08it/s]


dev:  55%|█████▌    | 1496/2703 [00:59<00:38, 31.52it/s]


dev:  56%|█████▌    | 1501/2703 [01:00<00:35, 34.08it/s]


dev:  56%|█████▌    | 1505/2703 [01:00<00:34, 34.33it/s]


dev:  56%|█████▌    | 1510/2703 [01:00<00:32, 36.15it/s]


dev:  56%|█████▌    | 1514/2703 [01:00<00:32, 36.25it/s]


dev:  56%|█████▌    | 1518/2703 [01:00<00:34, 34.29it/s]


dev:  56%|█████▋    | 1522/2703 [01:00<00:35, 33.64it/s]


dev:  56%|█████▋    | 1526/2703 [01:00<00:34, 34.12it/s]


dev:  57%|█████▋    | 1530/2703 [01:00<00:33, 34.87it/s]


dev:  57%|█████▋    | 1534/2703 [01:00<00:32, 36.23it/s]


dev:  57%|█████▋    | 1538/2703 [01:01<00:32, 36.36it/s]


dev:  57%|█████▋    | 1542/2703 [01:01<00:33, 35.07it/s]


dev:  57%|█████▋    | 1546/2703 [01:01<00:33, 34.48it/s]


dev:  57%|█████▋    | 1550/2703 [01:01<00:32, 35.00it/s]


dev:  58%|█████▊    | 1555/2703 [01:01<00:31, 36.46it/s]


dev:  58%|█████▊    | 1559/2703 [01:01<00:31, 36.38it/s]


dev:  58%|█████▊    | 1563/2703 [01:01<00:30, 37.24it/s]


dev:  58%|█████▊    | 1567/2703 [01:01<00:32, 34.52it/s]


dev:  58%|█████▊    | 1571/2703 [01:01<00:32, 34.85it/s]


dev:  58%|█████▊    | 1575/2703 [01:02<00:31, 35.66it/s]


dev:  58%|█████▊    | 1579/2703 [01:02<00:31, 35.75it/s]


dev:  59%|█████▊    | 1583/2703 [01:02<00:31, 36.03it/s]


dev:  59%|█████▊    | 1587/2703 [01:02<00:31, 35.56it/s]


dev:  59%|█████▉    | 1591/2703 [01:02<00:32, 34.31it/s]


dev:  59%|█████▉    | 1595/2703 [01:02<00:32, 34.60it/s]


dev:  59%|█████▉    | 1599/2703 [01:02<00:31, 35.19it/s]


dev:  59%|█████▉    | 1603/2703 [01:02<00:30, 35.99it/s]


dev:  59%|█████▉    | 1607/2703 [01:02<00:31, 34.57it/s]


dev:  60%|█████▉    | 1611/2703 [01:03<00:32, 33.81it/s]


dev:  60%|█████▉    | 1615/2703 [01:03<00:31, 34.09it/s]


dev:  60%|█████▉    | 1619/2703 [01:03<00:31, 34.64it/s]


dev:  60%|██████    | 1623/2703 [01:03<00:30, 35.41it/s]


dev:  60%|██████    | 1628/2703 [01:03<00:29, 36.82it/s]


dev:  60%|██████    | 1633/2703 [01:03<00:28, 38.03it/s]


dev:  61%|██████    | 1637/2703 [01:03<00:28, 37.85it/s]


dev:  61%|██████    | 1641/2703 [01:03<00:29, 36.24it/s]


dev:  61%|██████    | 1645/2703 [01:04<00:28, 36.95it/s]


dev:  61%|██████    | 1650/2703 [01:04<00:27, 37.95it/s]


dev:  61%|██████    | 1654/2703 [01:04<00:28, 37.04it/s]


dev:  61%|██████▏   | 1658/2703 [01:04<00:27, 37.42it/s]


dev:  61%|██████▏   | 1662/2703 [01:04<00:28, 36.38it/s]


dev:  62%|██████▏   | 1666/2703 [01:04<00:28, 36.03it/s]


dev:  62%|██████▏   | 1671/2703 [01:04<00:27, 37.52it/s]


dev:  62%|██████▏   | 1675/2703 [01:04<00:28, 36.03it/s]


dev:  62%|██████▏   | 1679/2703 [01:04<00:28, 36.26it/s]


dev:  62%|██████▏   | 1683/2703 [01:05<00:27, 36.62it/s]


dev:  62%|██████▏   | 1687/2703 [01:05<00:28, 35.38it/s]


dev:  63%|██████▎   | 1691/2703 [01:05<00:28, 35.32it/s]


dev:  63%|██████▎   | 1696/2703 [01:05<00:27, 36.63it/s]


dev:  63%|██████▎   | 1700/2703 [01:05<00:27, 36.42it/s]


dev:  63%|██████▎   | 1704/2703 [01:05<00:27, 36.01it/s]


dev:  63%|██████▎   | 1708/2703 [01:05<00:27, 35.56it/s]


dev:  63%|██████▎   | 1712/2703 [01:05<00:28, 34.40it/s]


dev:  63%|██████▎   | 1716/2703 [01:06<00:27, 35.60it/s]


dev:  64%|██████▎   | 1720/2703 [01:06<00:26, 36.66it/s]


dev:  64%|██████▍   | 1724/2703 [01:06<00:26, 37.42it/s]


dev:  64%|██████▍   | 1729/2703 [01:06<00:25, 38.64it/s]


dev:  64%|██████▍   | 1734/2703 [01:06<00:24, 39.30it/s]


dev:  64%|██████▍   | 1738/2703 [01:06<00:26, 36.13it/s]


dev:  64%|██████▍   | 1742/2703 [01:06<00:26, 36.06it/s]


dev:  65%|██████▍   | 1746/2703 [01:06<00:25, 36.81it/s]


dev:  65%|██████▍   | 1750/2703 [01:06<00:25, 36.93it/s]


dev:  65%|██████▍   | 1754/2703 [01:07<00:25, 37.49it/s]


dev:  65%|██████▌   | 1759/2703 [01:07<00:24, 38.83it/s]


dev:  65%|██████▌   | 1763/2703 [01:07<00:25, 36.18it/s]


dev:  65%|██████▌   | 1767/2703 [01:07<00:25, 36.45it/s]


dev:  66%|██████▌   | 1772/2703 [01:07<00:24, 37.51it/s]


dev:  66%|██████▌   | 1777/2703 [01:07<00:23, 38.63it/s]


dev:  66%|██████▌   | 1781/2703 [01:07<00:23, 38.58it/s]


dev:  66%|██████▌   | 1785/2703 [01:07<00:24, 37.09it/s]


dev:  66%|██████▌   | 1789/2703 [01:07<00:25, 36.30it/s]


dev:  66%|██████▋   | 1793/2703 [01:08<00:24, 36.84it/s]


dev:  66%|██████▋   | 1797/2703 [01:08<00:24, 37.30it/s]


dev:  67%|██████▋   | 1802/2703 [01:08<00:23, 38.47it/s]


dev:  67%|██████▋   | 1807/2703 [01:08<00:22, 39.33it/s]


dev:  67%|██████▋   | 1811/2703 [01:08<00:22, 39.26it/s]


dev:  67%|██████▋   | 1815/2703 [01:08<00:24, 36.93it/s]


dev:  67%|██████▋   | 1820/2703 [01:08<00:23, 37.73it/s]


dev:  67%|██████▋   | 1824/2703 [01:08<00:23, 37.78it/s]


dev:  68%|██████▊   | 1828/2703 [01:08<00:23, 37.19it/s]


dev:  68%|██████▊   | 1833/2703 [01:09<00:22, 37.89it/s]


dev:  68%|██████▊   | 1837/2703 [01:09<00:24, 35.81it/s]


dev:  68%|██████▊   | 1841/2703 [01:09<00:24, 35.07it/s]


dev:  68%|██████▊   | 1846/2703 [01:09<00:23, 36.74it/s]


dev:  68%|██████▊   | 1850/2703 [01:09<00:23, 36.09it/s]


dev:  69%|██████▊   | 1855/2703 [01:09<00:23, 36.86it/s]


dev:  69%|██████▉   | 1860/2703 [01:09<00:22, 37.69it/s]


dev:  69%|██████▉   | 1864/2703 [01:09<00:22, 36.71it/s]


dev:  69%|██████▉   | 1868/2703 [01:10<00:22, 37.26it/s]


dev:  69%|██████▉   | 1872/2703 [01:10<00:22, 36.67it/s]


dev:  69%|██████▉   | 1877/2703 [01:10<00:21, 37.62it/s]


dev:  70%|██████▉   | 1881/2703 [01:10<00:21, 37.61it/s]


dev:  70%|██████▉   | 1885/2703 [01:10<00:22, 35.68it/s]


dev:  70%|██████▉   | 1889/2703 [01:10<00:22, 36.34it/s]


dev:  70%|███████   | 1893/2703 [01:10<00:22, 36.04it/s]


dev:  70%|███████   | 1898/2703 [01:10<00:21, 37.78it/s]


dev:  70%|███████   | 1902/2703 [01:10<00:21, 37.70it/s]


dev:  71%|███████   | 1907/2703 [01:11<00:20, 38.60it/s]


dev:  71%|███████   | 1911/2703 [01:11<00:20, 38.06it/s]


dev:  71%|███████   | 1915/2703 [01:11<00:20, 38.35it/s]


dev:  71%|███████   | 1920/2703 [01:11<00:20, 38.40it/s]


dev:  71%|███████   | 1925/2703 [01:11<00:19, 39.69it/s]


dev:  71%|███████▏  | 1930/2703 [01:11<00:19, 40.04it/s]


dev:  72%|███████▏  | 1935/2703 [01:11<00:19, 38.85it/s]


dev:  72%|███████▏  | 1939/2703 [01:11<00:21, 35.97it/s]


dev:  72%|███████▏  | 1943/2703 [01:12<00:20, 36.46it/s]


dev:  72%|███████▏  | 1948/2703 [01:12<00:19, 38.11it/s]


dev:  72%|███████▏  | 1953/2703 [01:12<00:19, 39.11it/s]


dev:  72%|███████▏  | 1957/2703 [01:12<00:19, 38.11it/s]


dev:  73%|███████▎  | 1962/2703 [01:12<00:19, 38.01it/s]


dev:  73%|███████▎  | 1966/2703 [01:12<00:20, 36.81it/s]


dev:  73%|███████▎  | 1971/2703 [01:12<00:18, 38.90it/s]


dev:  73%|███████▎  | 1976/2703 [01:12<00:18, 39.73it/s]


dev:  73%|███████▎  | 1980/2703 [01:13<00:18, 39.01it/s]


dev:  73%|███████▎  | 1985/2703 [01:13<00:18, 39.41it/s]


dev:  74%|███████▎  | 1989/2703 [01:13<00:18, 38.45it/s]


dev:  74%|███████▎  | 1993/2703 [01:13<00:19, 36.69it/s]


dev:  74%|███████▍  | 1997/2703 [01:13<00:18, 37.35it/s]


dev:  74%|███████▍  | 2001/2703 [01:13<00:18, 37.64it/s]


dev:  74%|███████▍  | 2006/2703 [01:13<00:18, 38.70it/s]


dev:  74%|███████▍  | 2011/2703 [01:13<00:17, 40.20it/s]


dev:  75%|███████▍  | 2016/2703 [01:13<00:16, 41.03it/s]


dev:  75%|███████▍  | 2021/2703 [01:14<00:17, 38.71it/s]


dev:  75%|███████▍  | 2025/2703 [01:14<00:17, 38.76it/s]


dev:  75%|███████▌  | 2030/2703 [01:14<00:17, 39.48it/s]


dev:  75%|███████▌  | 2034/2703 [01:14<00:16, 39.46it/s]


dev:  75%|███████▌  | 2038/2703 [01:14<00:16, 39.47it/s]


dev:  76%|███████▌  | 2043/2703 [01:14<00:16, 40.17it/s]


dev:  76%|███████▌  | 2048/2703 [01:14<00:17, 36.98it/s]


dev:  76%|███████▌  | 2052/2703 [01:14<00:17, 37.74it/s]


dev:  76%|███████▌  | 2057/2703 [01:15<00:16, 38.15it/s]


dev:  76%|███████▌  | 2061/2703 [01:15<00:16, 37.98it/s]


dev:  76%|███████▋  | 2066/2703 [01:15<00:16, 39.29it/s]


dev:  77%|███████▋  | 2071/2703 [01:15<00:16, 38.51it/s]


dev:  77%|███████▋  | 2075/2703 [01:15<00:16, 37.56it/s]


dev:  77%|███████▋  | 2080/2703 [01:15<00:16, 38.43it/s]


dev:  77%|███████▋  | 2085/2703 [01:15<00:15, 39.45it/s]


dev:  77%|███████▋  | 2090/2703 [01:15<00:15, 39.80it/s]


dev:  78%|███████▊  | 2095/2703 [01:15<00:15, 40.51it/s]


dev:  78%|███████▊  | 2100/2703 [01:16<00:16, 37.52it/s]


dev:  78%|███████▊  | 2105/2703 [01:16<00:15, 38.69it/s]


dev:  78%|███████▊  | 2110/2703 [01:16<00:14, 40.25it/s]


dev:  78%|███████▊  | 2115/2703 [01:16<00:14, 40.63it/s]


dev:  78%|███████▊  | 2120/2703 [01:16<00:14, 40.57it/s]


dev:  79%|███████▊  | 2125/2703 [01:16<00:15, 37.11it/s]


dev:  79%|███████▉  | 2129/2703 [01:16<00:15, 37.31it/s]


dev:  79%|███████▉  | 2134/2703 [01:16<00:14, 38.90it/s]


dev:  79%|███████▉  | 2138/2703 [01:17<00:15, 37.59it/s]


dev:  79%|███████▉  | 2142/2703 [01:17<00:14, 37.52it/s]


dev:  79%|███████▉  | 2147/2703 [01:17<00:14, 38.76it/s]


dev:  80%|███████▉  | 2151/2703 [01:17<00:15, 35.66it/s]


dev:  80%|███████▉  | 2156/2703 [01:17<00:14, 37.19it/s]


dev:  80%|███████▉  | 2161/2703 [01:17<00:14, 38.59it/s]


dev:  80%|████████  | 2166/2703 [01:17<00:13, 38.50it/s]


dev:  80%|████████  | 2170/2703 [01:17<00:14, 37.27it/s]


dev:  80%|████████  | 2174/2703 [01:18<00:14, 37.26it/s]


dev:  81%|████████  | 2178/2703 [01:18<00:14, 35.43it/s]


dev:  81%|████████  | 2183/2703 [01:18<00:13, 37.98it/s]


dev:  81%|████████  | 2187/2703 [01:18<00:13, 38.05it/s]


dev:  81%|████████  | 2192/2703 [01:18<00:13, 39.21it/s]


dev:  81%|████████▏ | 2197/2703 [01:18<00:12, 39.81it/s]


dev:  81%|████████▏ | 2201/2703 [01:18<00:13, 36.63it/s]


dev:  82%|████████▏ | 2205/2703 [01:18<00:13, 36.95it/s]


dev:  82%|████████▏ | 2209/2703 [01:18<00:13, 37.37it/s]


dev:  82%|████████▏ | 2214/2703 [01:19<00:12, 39.12it/s]


dev:  82%|████████▏ | 2218/2703 [01:19<00:12, 38.75it/s]


dev:  82%|████████▏ | 2222/2703 [01:19<00:12, 38.64it/s]


dev:  82%|████████▏ | 2226/2703 [01:19<00:12, 38.75it/s]


dev:  83%|████████▎ | 2230/2703 [01:19<00:12, 36.82it/s]


dev:  83%|████████▎ | 2234/2703 [01:19<00:12, 36.87it/s]


dev:  83%|████████▎ | 2239/2703 [01:19<00:11, 38.70it/s]


dev:  83%|████████▎ | 2243/2703 [01:19<00:12, 38.28it/s]


dev:  83%|████████▎ | 2247/2703 [01:19<00:12, 37.98it/s]


dev:  83%|████████▎ | 2252/2703 [01:20<00:11, 37.76it/s]


dev:  83%|████████▎ | 2256/2703 [01:20<00:11, 37.28it/s]


dev:  84%|████████▎ | 2261/2703 [01:20<00:11, 38.62it/s]


dev:  84%|████████▍ | 2265/2703 [01:20<00:11, 38.23it/s]


dev:  84%|████████▍ | 2270/2703 [01:20<00:10, 39.37it/s]


dev:  84%|████████▍ | 2275/2703 [01:20<00:10, 40.42it/s]


dev:  84%|████████▍ | 2280/2703 [01:20<00:10, 38.70it/s]


dev:  85%|████████▍ | 2285/2703 [01:20<00:10, 38.78it/s]


dev:  85%|████████▍ | 2290/2703 [01:21<00:10, 39.52it/s]


dev:  85%|████████▍ | 2295/2703 [01:21<00:10, 40.07it/s]


dev:  85%|████████▌ | 2300/2703 [01:21<00:09, 40.30it/s]


dev:  85%|████████▌ | 2305/2703 [01:21<00:10, 39.58it/s]


dev:  85%|████████▌ | 2309/2703 [01:21<00:10, 39.11it/s]


dev:  86%|████████▌ | 2314/2703 [01:21<00:09, 39.58it/s]


dev:  86%|████████▌ | 2318/2703 [01:21<00:09, 39.06it/s]


dev:  86%|████████▌ | 2323/2703 [01:21<00:09, 39.68it/s]


dev:  86%|████████▌ | 2328/2703 [01:22<00:09, 40.50it/s]


dev:  86%|████████▋ | 2333/2703 [01:22<00:09, 38.59it/s]


dev:  86%|████████▋ | 2337/2703 [01:22<00:09, 37.89it/s]


dev:  87%|████████▋ | 2342/2703 [01:22<00:09, 39.10it/s]


dev:  87%|████████▋ | 2347/2703 [01:22<00:08, 41.16it/s]


dev:  87%|████████▋ | 2352/2703 [01:22<00:08, 40.99it/s]


dev:  87%|████████▋ | 2357/2703 [01:22<00:08, 41.45it/s]


dev:  87%|████████▋ | 2362/2703 [01:22<00:08, 39.85it/s]


dev:  88%|████████▊ | 2367/2703 [01:23<00:08, 38.18it/s]


dev:  88%|████████▊ | 2372/2703 [01:23<00:08, 39.55it/s]


dev:  88%|████████▊ | 2377/2703 [01:23<00:08, 40.66it/s]


dev:  88%|████████▊ | 2382/2703 [01:23<00:07, 41.24it/s]


dev:  88%|████████▊ | 2387/2703 [01:23<00:07, 40.87it/s]


dev:  88%|████████▊ | 2392/2703 [01:23<00:08, 38.13it/s]


dev:  89%|████████▊ | 2397/2703 [01:23<00:07, 39.09it/s]


dev:  89%|████████▉ | 2402/2703 [01:23<00:07, 40.22it/s]


dev:  89%|████████▉ | 2407/2703 [01:23<00:06, 42.32it/s]


dev:  89%|████████▉ | 2412/2703 [01:24<00:06, 42.13it/s]


dev:  89%|████████▉ | 2417/2703 [01:24<00:06, 41.62it/s]


dev:  90%|████████▉ | 2422/2703 [01:24<00:07, 39.54it/s]


dev:  90%|████████▉ | 2426/2703 [01:24<00:07, 39.29it/s]


dev:  90%|████████▉ | 2431/2703 [01:24<00:06, 40.32it/s]


dev:  90%|█████████ | 2436/2703 [01:24<00:06, 39.57it/s]


dev:  90%|█████████ | 2441/2703 [01:24<00:06, 39.57it/s]


dev:  90%|█████████ | 2445/2703 [01:24<00:06, 38.94it/s]


dev:  91%|█████████ | 2450/2703 [01:25<00:06, 39.86it/s]


dev:  91%|█████████ | 2455/2703 [01:25<00:06, 41.30it/s]


dev:  91%|█████████ | 2460/2703 [01:25<00:05, 41.21it/s]


dev:  91%|█████████ | 2465/2703 [01:25<00:05, 41.27it/s]


dev:  91%|█████████▏| 2470/2703 [01:25<00:05, 39.46it/s]


dev:  92%|█████████▏| 2474/2703 [01:25<00:06, 38.15it/s]


dev:  92%|█████████▏| 2479/2703 [01:25<00:05, 39.60it/s]


dev:  92%|█████████▏| 2484/2703 [01:25<00:05, 40.02it/s]


dev:  92%|█████████▏| 2489/2703 [01:26<00:05, 41.30it/s]


dev:  92%|█████████▏| 2494/2703 [01:26<00:05, 41.76it/s]


dev:  92%|█████████▏| 2499/2703 [01:26<00:05, 40.16it/s]


dev:  93%|█████████▎| 2504/2703 [01:26<00:04, 40.17it/s]


dev:  93%|█████████▎| 2509/2703 [01:26<00:04, 40.87it/s]


dev:  93%|█████████▎| 2514/2703 [01:26<00:04, 40.80it/s]


dev:  93%|█████████▎| 2519/2703 [01:26<00:04, 41.00it/s]


dev:  93%|█████████▎| 2524/2703 [01:26<00:04, 40.64it/s]


dev:  94%|█████████▎| 2529/2703 [01:27<00:04, 38.62it/s]


dev:  94%|█████████▎| 2534/2703 [01:27<00:04, 40.31it/s]


dev:  94%|█████████▍| 2539/2703 [01:27<00:04, 40.91it/s]


dev:  94%|█████████▍| 2544/2703 [01:27<00:03, 41.33it/s]


dev:  94%|█████████▍| 2549/2703 [01:27<00:03, 39.00it/s]


dev:  94%|█████████▍| 2554/2703 [01:27<00:03, 40.00it/s]


dev:  95%|█████████▍| 2559/2703 [01:27<00:03, 42.50it/s]


dev:  95%|█████████▍| 2564/2703 [01:27<00:03, 43.27it/s]


dev:  95%|█████████▌| 2569/2703 [01:27<00:02, 44.85it/s]


dev:  95%|█████████▌| 2574/2703 [01:28<00:02, 45.08it/s]


dev:  95%|█████████▌| 2579/2703 [01:28<00:02, 44.35it/s]


dev:  96%|█████████▌| 2585/2703 [01:28<00:02, 46.89it/s]


dev:  96%|█████████▌| 2591/2703 [01:28<00:02, 48.04it/s]


dev:  96%|█████████▌| 2596/2703 [01:28<00:02, 48.28it/s]


dev:  96%|█████████▌| 2601/2703 [01:28<00:02, 47.09it/s]


dev:  96%|█████████▋| 2606/2703 [01:28<00:02, 44.76it/s]


dev:  97%|█████████▋| 2611/2703 [01:28<00:02, 43.44it/s]


dev:  97%|█████████▋| 2616/2703 [01:29<00:02, 42.06it/s]


dev:  97%|█████████▋| 2621/2703 [01:29<00:01, 43.04it/s]


dev:  97%|█████████▋| 2627/2703 [01:29<00:01, 45.61it/s]


dev:  97%|█████████▋| 2632/2703 [01:29<00:01, 45.84it/s]


dev:  98%|█████████▊| 2637/2703 [01:29<00:01, 45.60it/s]


dev:  98%|█████████▊| 2642/2703 [01:29<00:01, 43.90it/s]


dev:  98%|█████████▊| 2647/2703 [01:29<00:01, 43.22it/s]


dev:  98%|█████████▊| 2652/2703 [01:29<00:01, 44.42it/s]


dev:  98%|█████████▊| 2657/2703 [01:29<00:01, 45.88it/s]


dev:  98%|█████████▊| 2662/2703 [01:30<00:00, 46.67it/s]


dev:  99%|█████████▊| 2667/2703 [01:30<00:00, 46.21it/s]


dev:  99%|█████████▉| 2673/2703 [01:30<00:00, 49.37it/s]


dev:  99%|█████████▉| 2679/2703 [01:30<00:00, 51.93it/s]


dev:  99%|█████████▉| 2685/2703 [01:30<00:00, 53.73it/s]


dev: 100%|█████████▉| 2691/2703 [01:30<00:00, 53.62it/s]


dev: 100%|█████████▉| 2698/2703 [01:30<00:00, 57.76it/s]
dev: 100%|██████████| 2703/2703 [01:30<00:00, 29.76it/s]
dev loss: 2.0636239051818848
dev per: 0.604588969823101

                                                           

                                                         
[Runner] - Save the checkpoint to:

overall:  25%|██▍       | 999/4000 [09:33<24:29,  2.04it/s]

train:  28%|██▊       | 999/3515 [09:31<20:31,  2.04it/s]
                                                           

                                                         
1. result/downstream/grid/dev-best.ckpt

overall:  25%|██▍       | 999/4000 [09:33<24:29,  2.04it/s]

train:  28%|██▊       | 999/3515 [09:31<20:31,  2.04it/s]
overall:  25%|██▌       | 1000/4000 [09:33<23:41:14, 28.42s/it]

train:  28%|██▊       | 1000/3515 [09:31<19:51:28, 28.42s/it]
overall:  25%|██▌       | 1001/4000 [09:34<16:42:02, 20.05s/it]

train:  28%|██▊       | 1001/3515 [09:31<13:59:59, 20.05s/it]
overall:  25%|██▌       | 1002/4000 [09:34<11:48:05, 14.17s/it]

train:  29%|██▊       | 1002/3515 [09:32<9:53:32, 14.17s/it] 
overall:  25%|██▌       | 1003/4000 [09:35<8:23:05, 10.07s/it] 

train:  29%|██▊       | 1003/3515 [09:32<7:01:40, 10.07s/it]
overall:  25%|██▌       | 1004/4000 [09:35<5:59:00,  7.19s/it]

train:  29%|██▊       | 1004/3515 [09:33<5:00:53,  7.19s/it]
overall:  25%|██▌       | 1005/4000 [09:36<4:18:10,  5.17s/it]

train:  29%|██▊       | 1005/3515 [09:33<3:36:21,  5.17s/it]
overall:  25%|██▌       | 1006/4000 [09:36<3:08:02,  3.77s/it]

train:  29%|██▊       | 1006/3515 [09:34<2:37:35,  3.77s/it]
overall:  25%|██▌       | 1007/4000 [09:37<2:19:22,  2.79s/it]

train:  29%|██▊       | 1007/3515 [09:34<1:56:47,  2.79s/it]
overall:  25%|██▌       | 1008/4000 [09:37<1:44:32,  2.10s/it]

train:  29%|██▊       | 1008/3515 [09:35<1:27:35,  2.10s/it]
overall:  25%|██▌       | 1009/4000 [09:38<1:16:13,  1.53s/it]

train:  29%|██▊       | 1009/3515 [09:35<1:03:51,  1.53s/it]
overall:  25%|██▌       | 1010/4000 [09:38<1:00:36,  1.22s/it]

train:  29%|██▊       | 1010/3515 [09:36<50:46,  1.22s/it]  
overall:  25%|██▌       | 1011/4000 [09:39<49:41,  1.00it/s]  

train:  29%|██▉       | 1011/3515 [09:36<41:37,  1.00it/s]
overall:  25%|██▌       | 1012/4000 [09:39<42:30,  1.17it/s]

train:  29%|██▉       | 1012/3515 [09:37<35:36,  1.17it/s]
overall:  25%|██▌       | 1013/4000 [09:39<35:10,  1.42it/s]

train:  29%|██▉       | 1013/3515 [09:37<29:27,  1.42it/s]
overall:  25%|██▌       | 1014/4000 [09:40<32:14,  1.54it/s]

train:  29%|██▉       | 1014/3515 [09:37<27:00,  1.54it/s]
overall:  25%|██▌       | 1015/4000 [09:40<30:08,  1.65it/s]

train:  29%|██▉       | 1015/3515 [09:38<25:14,  1.65it/s]
overall:  25%|██▌       | 1016/4000 [09:41<28:55,  1.72it/s]

train:  29%|██▉       | 1016/3515 [09:38<24:13,  1.72it/s]
overall:  25%|██▌       | 1017/4000 [09:41<22:37,  2.20it/s]

train:  29%|██▉       | 1017/3515 [09:39<18:56,  2.20it/s]
overall:  25%|██▌       | 1018/4000 [09:42<27:25,  1.81it/s]

train:  29%|██▉       | 1018/3515 [09:39<22:57,  1.81it/s]
overall:  25%|██▌       | 1019/4000 [09:42<26:39,  1.86it/s]

train:  29%|██▉       | 1019/3515 [09:40<22:18,  1.86it/s]train loss: 1.7943216562271118
train per: 0.5415237811241986

overall:  26%|██▌       | 1020/4000 [09:43<26:25,  1.88it/s]

train:  29%|██▉       | 1020/3515 [09:40<22:08,  1.88it/s]
overall:  26%|██▌       | 1021/4000 [09:43<23:19,  2.13it/s]

train:  29%|██▉       | 1021/3515 [09:41<19:31,  2.13it/s]
overall:  26%|██▌       | 1022/4000 [09:44<22:52,  2.17it/s]

train:  29%|██▉       | 1022/3515 [09:41<19:08,  2.17it/s]
overall:  26%|██▌       | 1023/4000 [09:44<22:36,  2.19it/s]

train:  29%|██▉       | 1023/3515 [09:42<18:55,  2.19it/s]
overall:  26%|██▌       | 1024/4000 [09:45<22:56,  2.16it/s]

train:  29%|██▉       | 1024/3515 [09:42<19:12,  2.16it/s]
overall:  26%|██▌       | 1025/4000 [09:45<27:17,  1.82it/s]

train:  29%|██▉       | 1025/3515 [09:43<22:50,  1.82it/s]
overall:  26%|██▌       | 1026/4000 [09:46<24:50,  2.00it/s]

train:  29%|██▉       | 1026/3515 [09:43<20:47,  2.00it/s]
overall:  26%|██▌       | 1027/4000 [09:46<24:52,  1.99it/s]

train:  29%|██▉       | 1027/3515 [09:44<20:48,  1.99it/s]
overall:  26%|██▌       | 1028/4000 [09:47<24:43,  2.00it/s]

train:  29%|██▉       | 1028/3515 [09:44<20:41,  2.00it/s]
overall:  26%|██▌       | 1029/4000 [09:47<24:50,  1.99it/s]

train:  29%|██▉       | 1029/3515 [09:45<20:47,  1.99it/s]
overall:  26%|██▌       | 1030/4000 [09:48<25:05,  1.97it/s]

train:  29%|██▉       | 1030/3515 [09:45<20:59,  1.97it/s]
overall:  26%|██▌       | 1031/4000 [09:48<25:10,  1.97it/s]

train:  29%|██▉       | 1031/3515 [09:46<21:04,  1.97it/s]
overall:  26%|██▌       | 1032/4000 [09:49<25:03,  1.97it/s]

train:  29%|██▉       | 1032/3515 [09:46<20:57,  1.97it/s]
overall:  26%|██▌       | 1033/4000 [09:49<25:11,  1.96it/s]

train:  29%|██▉       | 1033/3515 [09:47<21:04,  1.96it/s]
overall:  26%|██▌       | 1034/4000 [09:50<24:23,  2.03it/s]

train:  29%|██▉       | 1034/3515 [09:47<20:24,  2.03it/s]
overall:  26%|██▌       | 1035/4000 [09:50<24:41,  2.00it/s]

train:  29%|██▉       | 1035/3515 [09:48<20:38,  2.00it/s]
overall:  26%|██▌       | 1036/4000 [09:50<20:38,  2.39it/s]

train:  29%|██▉       | 1036/3515 [09:48<17:15,  2.39it/s]
overall:  26%|██▌       | 1037/4000 [09:51<18:38,  2.65it/s]

train:  30%|██▉       | 1037/3515 [09:48<15:35,  2.65it/s]
overall:  26%|██▌       | 1038/4000 [09:51<19:37,  2.52it/s]

train:  30%|██▉       | 1038/3515 [09:49<16:24,  2.52it/s]
overall:  26%|██▌       | 1039/4000 [09:52<21:30,  2.29it/s]

train:  30%|██▉       | 1039/3515 [09:49<17:59,  2.29it/s]train loss: 1.770676851272583
train per: 0.5358656371057899

overall:  26%|██▌       | 1040/4000 [09:52<17:56,  2.75it/s]

train:  30%|██▉       | 1040/3515 [09:49<15:00,  2.75it/s]
overall:  26%|██▌       | 1041/4000 [09:52<19:49,  2.49it/s]

train:  30%|██▉       | 1041/3515 [09:50<16:34,  2.49it/s]
overall:  26%|██▌       | 1042/4000 [09:53<25:49,  1.91it/s]

train:  30%|██▉       | 1042/3515 [09:51<21:35,  1.91it/s]
overall:  26%|██▌       | 1043/4000 [09:54<25:43,  1.92it/s]

train:  30%|██▉       | 1043/3515 [09:51<21:29,  1.92it/s]
overall:  26%|██▌       | 1044/4000 [09:54<23:49,  2.07it/s]

train:  30%|██▉       | 1044/3515 [09:52<19:54,  2.07it/s]
overall:  26%|██▌       | 1045/4000 [09:55<24:20,  2.02it/s]

train:  30%|██▉       | 1045/3515 [09:52<20:21,  2.02it/s]
overall:  26%|██▌       | 1046/4000 [09:55<24:27,  2.01it/s]

train:  30%|██▉       | 1046/3515 [09:53<20:26,  2.01it/s]
overall:  26%|██▌       | 1047/4000 [09:56<23:47,  2.07it/s]

train:  30%|██▉       | 1047/3515 [09:53<19:52,  2.07it/s]
overall:  26%|██▌       | 1048/4000 [09:56<23:53,  2.06it/s]

train:  30%|██▉       | 1048/3515 [09:54<19:57,  2.06it/s]
overall:  26%|██▌       | 1049/4000 [09:57<24:18,  2.02it/s]

train:  30%|██▉       | 1049/3515 [09:54<20:19,  2.02it/s]
overall:  26%|██▋       | 1050/4000 [09:57<20:25,  2.41it/s]

train:  30%|██▉       | 1050/3515 [09:54<17:04,  2.41it/s]
overall:  26%|██▋       | 1051/4000 [09:57<20:48,  2.36it/s]

train:  30%|██▉       | 1051/3515 [09:55<17:23,  2.36it/s]
overall:  26%|██▋       | 1052/4000 [09:58<22:06,  2.22it/s]

train:  30%|██▉       | 1052/3515 [09:55<18:28,  2.22it/s]
overall:  26%|██▋       | 1053/4000 [09:58<22:05,  2.22it/s]

train:  30%|██▉       | 1053/3515 [09:56<18:27,  2.22it/s]
overall:  26%|██▋       | 1054/4000 [09:59<22:33,  2.18it/s]

train:  30%|██▉       | 1054/3515 [09:56<18:50,  2.18it/s]
overall:  26%|██▋       | 1055/4000 [09:59<23:05,  2.13it/s]

train:  30%|███       | 1055/3515 [09:57<19:17,  2.13it/s]
overall:  26%|██▋       | 1056/4000 [10:00<21:21,  2.30it/s]

train:  30%|███       | 1056/3515 [09:57<17:50,  2.30it/s]
overall:  26%|██▋       | 1057/4000 [10:00<22:18,  2.20it/s]

train:  30%|███       | 1057/3515 [09:58<18:37,  2.20it/s]
overall:  26%|██▋       | 1058/4000 [10:01<22:59,  2.13it/s]

train:  30%|███       | 1058/3515 [09:58<19:12,  2.13it/s]
overall:  26%|██▋       | 1059/4000 [10:01<23:51,  2.05it/s]

train:  30%|███       | 1059/3515 [09:59<19:55,  2.05it/s]train loss: 1.7721309661865234
train per: 0.5291541998102606

overall:  26%|██▋       | 1060/4000 [10:02<24:26,  2.01it/s]

train:  30%|███       | 1060/3515 [09:59<20:24,  2.00it/s]
overall:  27%|██▋       | 1061/4000 [10:02<24:38,  1.99it/s]

train:  30%|███       | 1061/3515 [10:00<20:34,  1.99it/s]
overall:  27%|██▋       | 1062/4000 [10:03<24:44,  1.98it/s]

train:  30%|███       | 1062/3515 [10:00<20:39,  1.98it/s]
overall:  27%|██▋       | 1063/4000 [10:03<24:54,  1.97it/s]

train:  30%|███       | 1063/3515 [10:01<20:47,  1.97it/s]
overall:  27%|██▋       | 1064/4000 [10:04<24:17,  2.01it/s]

train:  30%|███       | 1064/3515 [10:01<20:16,  2.01it/s]
overall:  27%|██▋       | 1065/4000 [10:04<24:01,  2.04it/s]

train:  30%|███       | 1065/3515 [10:02<20:03,  2.04it/s]
overall:  27%|██▋       | 1066/4000 [10:05<28:37,  1.71it/s]

train:  30%|███       | 1066/3515 [10:02<23:53,  1.71it/s]
overall:  27%|██▋       | 1067/4000 [10:05<27:26,  1.78it/s]

train:  30%|███       | 1067/3515 [10:03<22:54,  1.78it/s]
overall:  27%|██▋       | 1068/4000 [10:06<26:27,  1.85it/s]

train:  30%|███       | 1068/3515 [10:03<22:05,  1.85it/s]
overall:  27%|██▋       | 1069/4000 [10:06<23:57,  2.04it/s]

train:  30%|███       | 1069/3515 [10:04<19:59,  2.04it/s]
overall:  27%|██▋       | 1070/4000 [10:07<24:22,  2.00it/s]

train:  30%|███       | 1070/3515 [10:04<20:20,  2.00it/s]
overall:  27%|██▋       | 1071/4000 [10:07<22:22,  2.18it/s]

train:  30%|███       | 1071/3515 [10:05<18:40,  2.18it/s]
overall:  27%|██▋       | 1072/4000 [10:08<23:14,  2.10it/s]

train:  30%|███       | 1072/3515 [10:05<19:23,  2.10it/s]
overall:  27%|██▋       | 1073/4000 [10:08<23:32,  2.07it/s]

train:  31%|███       | 1073/3515 [10:06<19:38,  2.07it/s]
overall:  27%|██▋       | 1074/4000 [10:09<23:25,  2.08it/s]

train:  31%|███       | 1074/3515 [10:06<19:32,  2.08it/s]
overall:  27%|██▋       | 1075/4000 [10:09<20:17,  2.40it/s]

train:  31%|███       | 1075/3515 [10:06<16:55,  2.40it/s]
overall:  27%|██▋       | 1076/4000 [10:09<19:30,  2.50it/s]

train:  31%|███       | 1076/3515 [10:07<16:16,  2.50it/s]
overall:  27%|██▋       | 1077/4000 [10:10<20:47,  2.34it/s]

train:  31%|███       | 1077/3515 [10:07<17:20,  2.34it/s]
overall:  27%|██▋       | 1078/4000 [10:10<20:20,  2.39it/s]

train:  31%|███       | 1078/3515 [10:08<16:58,  2.39it/s]
overall:  27%|██▋       | 1079/4000 [10:10<18:16,  2.66it/s]

train:  31%|███       | 1079/3515 [10:08<15:14,  2.66it/s]train loss: 1.7402431964874268
train per: 0.5281629986935986

overall:  27%|██▋       | 1080/4000 [10:11<20:28,  2.38it/s]

train:  31%|███       | 1080/3515 [10:09<17:05,  2.38it/s]
overall:  27%|██▋       | 1081/4000 [10:11<20:54,  2.33it/s]

train:  31%|███       | 1081/3515 [10:09<17:25,  2.33it/s]
overall:  27%|██▋       | 1082/4000 [10:12<21:46,  2.23it/s]

train:  31%|███       | 1082/3515 [10:09<18:09,  2.23it/s]
overall:  27%|██▋       | 1083/4000 [10:12<22:13,  2.19it/s]

train:  31%|███       | 1083/3515 [10:10<18:32,  2.19it/s]
overall:  27%|██▋       | 1084/4000 [10:13<21:31,  2.26it/s]

train:  31%|███       | 1084/3515 [10:10<17:56,  2.26it/s]
overall:  27%|██▋       | 1085/4000 [10:13<21:34,  2.25it/s]

train:  31%|███       | 1085/3515 [10:11<17:59,  2.25it/s]
overall:  27%|██▋       | 1086/4000 [10:13<16:56,  2.87it/s]

train:  31%|███       | 1086/3515 [10:11<14:07,  2.87it/s]
overall:  27%|██▋       | 1087/4000 [10:14<19:26,  2.50it/s]

train:  31%|███       | 1087/3515 [10:11<16:12,  2.50it/s]
overall:  27%|██▋       | 1088/4000 [10:14<21:37,  2.24it/s]

train:  31%|███       | 1088/3515 [10:12<18:01,  2.24it/s]
overall:  27%|██▋       | 1089/4000 [10:15<22:11,  2.19it/s]

train:  31%|███       | 1089/3515 [10:12<18:29,  2.19it/s]
overall:  27%|██▋       | 1090/4000 [10:16<26:24,  1.84it/s]

train:  31%|███       | 1090/3515 [10:13<22:00,  1.84it/s]
overall:  27%|██▋       | 1091/4000 [10:16<25:22,  1.91it/s]

train:  31%|███       | 1091/3515 [10:14<21:08,  1.91it/s]
overall:  27%|██▋       | 1092/4000 [10:17<24:42,  1.96it/s]

train:  31%|███       | 1092/3515 [10:14<20:34,  1.96it/s]
overall:  27%|██▋       | 1093/4000 [10:17<24:45,  1.96it/s]

train:  31%|███       | 1093/3515 [10:15<20:38,  1.96it/s]
overall:  27%|██▋       | 1094/4000 [10:18<24:54,  1.94it/s]

train:  31%|███       | 1094/3515 [10:15<20:45,  1.94it/s]
overall:  27%|██▋       | 1095/4000 [10:18<24:31,  1.97it/s]

train:  31%|███       | 1095/3515 [10:16<20:26,  1.97it/s]
overall:  27%|██▋       | 1096/4000 [10:19<24:28,  1.98it/s]

train:  31%|███       | 1096/3515 [10:16<20:22,  1.98it/s]
overall:  27%|██▋       | 1097/4000 [10:19<24:42,  1.96it/s]

train:  31%|███       | 1097/3515 [10:17<20:34,  1.96it/s]
overall:  27%|██▋       | 1098/4000 [10:20<23:31,  2.06it/s]

train:  31%|███       | 1098/3515 [10:17<19:35,  2.06it/s]
overall:  27%|██▋       | 1099/4000 [10:20<23:26,  2.06it/s]

train:  31%|███▏      | 1099/3515 [10:18<19:31,  2.06it/s]train loss: 1.7692874670028687
train per: 0.5278084252758275

overall:  28%|██▊       | 1100/4000 [10:21<23:27,  2.06it/s]

train:  31%|███▏      | 1100/3515 [10:18<19:32,  2.06it/s]
overall:  28%|██▊       | 1101/4000 [10:21<23:34,  2.05it/s]

train:  31%|███▏      | 1101/3515 [10:19<19:37,  2.05it/s]
overall:  28%|██▊       | 1102/4000 [10:21<19:46,  2.44it/s]

train:  31%|███▏      | 1102/3515 [10:19<16:27,  2.44it/s]
overall:  28%|██▊       | 1103/4000 [10:22<21:03,  2.29it/s]

train:  31%|███▏      | 1103/3515 [10:19<17:31,  2.29it/s]
overall:  28%|██▊       | 1104/4000 [10:22<21:57,  2.20it/s]

train:  31%|███▏      | 1104/3515 [10:20<18:16,  2.20it/s]
overall:  28%|██▊       | 1105/4000 [10:23<22:54,  2.11it/s]

train:  31%|███▏      | 1105/3515 [10:20<19:04,  2.11it/s]
overall:  28%|██▊       | 1106/4000 [10:23<23:28,  2.06it/s]

train:  31%|███▏      | 1106/3515 [10:21<19:32,  2.06it/s]
overall:  28%|██▊       | 1107/4000 [10:24<24:05,  2.00it/s]

train:  31%|███▏      | 1107/3515 [10:21<20:03,  2.00it/s]
overall:  28%|██▊       | 1108/4000 [10:24<24:07,  2.00it/s]

train:  32%|███▏      | 1108/3515 [10:22<20:05,  2.00it/s]
overall:  28%|██▊       | 1109/4000 [10:25<28:32,  1.69it/s]

train:  32%|███▏      | 1109/3515 [10:23<23:45,  1.69it/s]
overall:  28%|██▊       | 1110/4000 [10:26<24:36,  1.96it/s]

train:  32%|███▏      | 1110/3515 [10:23<20:28,  1.96it/s]
overall:  28%|██▊       | 1111/4000 [10:26<24:20,  1.98it/s]

train:  32%|███▏      | 1111/3515 [10:24<20:15,  1.98it/s]
overall:  28%|██▊       | 1112/4000 [10:26<23:46,  2.02it/s]

train:  32%|███▏      | 1112/3515 [10:24<19:47,  2.02it/s]
overall:  28%|██▊       | 1113/4000 [10:27<23:39,  2.03it/s]

train:  32%|███▏      | 1113/3515 [10:24<19:41,  2.03it/s]
overall:  28%|██▊       | 1114/4000 [10:27<23:12,  2.07it/s]

train:  32%|███▏      | 1114/3515 [10:25<19:18,  2.07it/s]
overall:  28%|██▊       | 1115/4000 [10:28<23:30,  2.05it/s]

train:  32%|███▏      | 1115/3515 [10:25<19:33,  2.05it/s]
overall:  28%|██▊       | 1116/4000 [10:28<23:59,  2.00it/s]

train:  32%|███▏      | 1116/3515 [10:26<19:57,  2.00it/s]
overall:  28%|██▊       | 1117/4000 [10:29<24:09,  1.99it/s]

train:  32%|███▏      | 1117/3515 [10:26<20:05,  1.99it/s]
overall:  28%|██▊       | 1118/4000 [10:29<24:21,  1.97it/s]

train:  32%|███▏      | 1118/3515 [10:27<20:15,  1.97it/s]
overall:  28%|██▊       | 1119/4000 [10:30<24:21,  1.97it/s]

train:  32%|███▏      | 1119/3515 [10:28<20:15,  1.97it/s]train loss: 1.7604267597198486
train per: 0.5283268067752624

overall:  28%|██▊       | 1120/4000 [10:31<24:25,  1.96it/s]

train:  32%|███▏      | 1120/3515 [10:28<20:19,  1.96it/s]
overall:  28%|██▊       | 1121/4000 [10:31<24:30,  1.96it/s]

train:  32%|███▏      | 1121/3515 [10:29<20:22,  1.96it/s]
overall:  28%|██▊       | 1122/4000 [10:31<23:42,  2.02it/s]

train:  32%|███▏      | 1122/3515 [10:29<19:42,  2.02it/s]
overall:  28%|██▊       | 1123/4000 [10:32<23:33,  2.04it/s]

train:  32%|███▏      | 1123/3515 [10:29<19:34,  2.04it/s]
overall:  28%|██▊       | 1124/4000 [10:32<23:54,  2.00it/s]

train:  32%|███▏      | 1124/3515 [10:30<19:52,  2.00it/s]
overall:  28%|██▊       | 1125/4000 [10:33<22:14,  2.15it/s]

train:  32%|███▏      | 1125/3515 [10:30<18:29,  2.15it/s]
overall:  28%|██▊       | 1126/4000 [10:33<20:49,  2.30it/s]

train:  32%|███▏      | 1126/3515 [10:31<17:18,  2.30it/s]
overall:  28%|██▊       | 1127/4000 [10:34<21:44,  2.20it/s]

train:  32%|███▏      | 1127/3515 [10:31<18:04,  2.20it/s]
overall:  28%|██▊       | 1128/4000 [10:34<22:17,  2.15it/s]

train:  32%|███▏      | 1128/3515 [10:32<18:32,  2.15it/s]
overall:  28%|██▊       | 1129/4000 [10:35<22:03,  2.17it/s]

train:  32%|███▏      | 1129/3515 [10:32<18:19,  2.17it/s]
overall:  28%|██▊       | 1130/4000 [10:35<23:12,  2.06it/s]

train:  32%|███▏      | 1130/3515 [10:33<19:17,  2.06it/s]
overall:  28%|██▊       | 1131/4000 [10:35<19:39,  2.43it/s]

train:  32%|███▏      | 1131/3515 [10:33<16:20,  2.43it/s]
overall:  28%|██▊       | 1132/4000 [10:36<21:01,  2.27it/s]

train:  32%|███▏      | 1132/3515 [10:33<17:27,  2.27it/s]
overall:  28%|██▊       | 1133/4000 [10:37<25:39,  1.86it/s]

train:  32%|███▏      | 1133/3515 [10:34<21:19,  1.86it/s]
overall:  28%|██▊       | 1134/4000 [10:37<25:18,  1.89it/s]

train:  32%|███▏      | 1134/3515 [10:35<21:01,  1.89it/s]
overall:  28%|██▊       | 1135/4000 [10:38<23:23,  2.04it/s]

train:  32%|███▏      | 1135/3515 [10:35<19:25,  2.04it/s]
overall:  28%|██▊       | 1136/4000 [10:38<24:02,  1.98it/s]

train:  32%|███▏      | 1136/3515 [10:36<19:58,  1.98it/s]
overall:  28%|██▊       | 1137/4000 [10:39<22:21,  2.13it/s]

train:  32%|███▏      | 1137/3515 [10:36<18:34,  2.13it/s]
overall:  28%|██▊       | 1138/4000 [10:39<23:38,  2.02it/s]

train:  32%|███▏      | 1138/3515 [10:37<19:38,  2.02it/s]
overall:  28%|██▊       | 1139/4000 [10:40<22:08,  2.15it/s]

train:  32%|███▏      | 1139/3515 [10:37<18:22,  2.15it/s]train loss: 1.7246105670928955
train per: 0.5284676910124184

overall:  28%|██▊       | 1140/4000 [10:40<22:24,  2.13it/s]

train:  32%|███▏      | 1140/3515 [10:37<18:37,  2.13it/s]
overall:  29%|██▊       | 1141/4000 [10:40<21:00,  2.27it/s]

train:  32%|███▏      | 1141/3515 [10:38<17:26,  2.27it/s]
overall:  29%|██▊       | 1142/4000 [10:41<21:42,  2.19it/s]

train:  32%|███▏      | 1142/3515 [10:38<18:01,  2.19it/s]
overall:  29%|██▊       | 1143/4000 [10:41<22:02,  2.16it/s]

train:  33%|███▎      | 1143/3515 [10:39<18:17,  2.16it/s]
overall:  29%|██▊       | 1144/4000 [10:42<20:33,  2.32it/s]

train:  33%|███▎      | 1144/3515 [10:39<17:03,  2.32it/s]
overall:  29%|██▊       | 1145/4000 [10:42<21:51,  2.18it/s]

train:  33%|███▎      | 1145/3515 [10:40<18:08,  2.18it/s]
overall:  29%|██▊       | 1146/4000 [10:43<22:56,  2.07it/s]

train:  33%|███▎      | 1146/3515 [10:40<19:02,  2.07it/s]
overall:  29%|██▊       | 1147/4000 [10:43<23:01,  2.07it/s]

train:  33%|███▎      | 1147/3515 [10:41<19:06,  2.07it/s]
overall:  29%|██▊       | 1148/4000 [10:44<23:15,  2.04it/s]

train:  33%|███▎      | 1148/3515 [10:41<19:18,  2.04it/s]
overall:  29%|██▊       | 1149/4000 [10:44<22:50,  2.08it/s]

train:  33%|███▎      | 1149/3515 [10:42<18:57,  2.08it/s]
overall:  29%|██▉       | 1150/4000 [10:44<18:36,  2.55it/s]

train:  33%|███▎      | 1150/3515 [10:42<15:26,  2.55it/s]
overall:  29%|██▉       | 1151/4000 [10:45<19:57,  2.38it/s]

train:  33%|███▎      | 1151/3515 [10:42<16:33,  2.38it/s]
overall:  29%|██▉       | 1152/4000 [10:45<21:16,  2.23it/s]

train:  33%|███▎      | 1152/3515 [10:43<17:39,  2.23it/s]
overall:  29%|██▉       | 1153/4000 [10:46<22:10,  2.14it/s]

train:  33%|███▎      | 1153/3515 [10:43<18:24,  2.14it/s]
overall:  29%|██▉       | 1154/4000 [10:46<22:51,  2.07it/s]

train:  33%|███▎      | 1154/3515 [10:44<18:57,  2.07it/s]
overall:  29%|██▉       | 1155/4000 [10:47<22:59,  2.06it/s]

train:  33%|███▎      | 1155/3515 [10:44<19:04,  2.06it/s]
overall:  29%|██▉       | 1156/4000 [10:47<19:10,  2.47it/s]

train:  33%|███▎      | 1156/3515 [10:45<15:54,  2.47it/s]
overall:  29%|██▉       | 1157/4000 [10:48<21:29,  2.21it/s]

train:  33%|███▎      | 1157/3515 [10:45<17:49,  2.21it/s]
overall:  29%|██▉       | 1158/4000 [10:48<22:25,  2.11it/s]

train:  33%|███▎      | 1158/3515 [10:46<18:36,  2.11it/s]
overall:  29%|██▉       | 1159/4000 [10:49<23:00,  2.06it/s]

train:  33%|███▎      | 1159/3515 [10:46<19:04,  2.06it/s]train loss: 1.7460111379623413
train per: 0.525440511857005

overall:  29%|██▉       | 1160/4000 [10:49<22:18,  2.12it/s]

train:  33%|███▎      | 1160/3515 [10:47<18:30,  2.12it/s]
overall:  29%|██▉       | 1161/4000 [10:50<22:20,  2.12it/s]

train:  33%|███▎      | 1161/3515 [10:47<18:30,  2.12it/s]
overall:  29%|██▉       | 1162/4000 [10:50<23:36,  2.00it/s]

train:  33%|███▎      | 1162/3515 [10:48<19:33,  2.00it/s]
overall:  29%|██▉       | 1163/4000 [10:51<24:09,  1.96it/s]

train:  33%|███▎      | 1163/3515 [10:48<20:02,  1.96it/s]
overall:  29%|██▉       | 1164/4000 [10:51<22:09,  2.13it/s]

train:  33%|███▎      | 1164/3515 [10:49<18:22,  2.13it/s]
overall:  29%|██▉       | 1165/4000 [10:52<22:33,  2.09it/s]

train:  33%|███▎      | 1165/3515 [10:49<18:41,  2.09it/s]
overall:  29%|██▉       | 1166/4000 [10:52<22:13,  2.12it/s]

train:  33%|███▎      | 1166/3515 [10:50<18:25,  2.12it/s]
overall:  29%|██▉       | 1167/4000 [10:53<22:50,  2.07it/s]

train:  33%|███▎      | 1167/3515 [10:50<18:56,  2.07it/s]
overall:  29%|██▉       | 1168/4000 [10:53<21:13,  2.22it/s]

train:  33%|███▎      | 1168/3515 [10:50<17:35,  2.22it/s]
overall:  29%|██▉       | 1169/4000 [10:53<21:17,  2.22it/s]

train:  33%|███▎      | 1169/3515 [10:51<17:38,  2.22it/s]
overall:  29%|██▉       | 1170/4000 [10:54<21:59,  2.14it/s]

train:  33%|███▎      | 1170/3515 [10:51<18:13,  2.14it/s]
overall:  29%|██▉       | 1171/4000 [10:54<22:48,  2.07it/s]

train:  33%|███▎      | 1171/3515 [10:52<18:53,  2.07it/s]
overall:  29%|██▉       | 1172/4000 [10:55<22:28,  2.10it/s]

train:  33%|███▎      | 1172/3515 [10:52<18:37,  2.10it/s]
overall:  29%|██▉       | 1173/4000 [10:55<22:41,  2.08it/s]

train:  33%|███▎      | 1173/3515 [10:53<18:48,  2.08it/s]
overall:  29%|██▉       | 1174/4000 [10:56<22:57,  2.05it/s]

train:  33%|███▎      | 1174/3515 [10:53<19:00,  2.05it/s]
overall:  29%|██▉       | 1175/4000 [10:56<18:38,  2.53it/s]

train:  33%|███▎      | 1175/3515 [10:54<15:26,  2.53it/s]
overall:  29%|██▉       | 1176/4000 [10:57<20:20,  2.31it/s]

train:  33%|███▎      | 1176/3515 [10:54<16:51,  2.31it/s]
overall:  29%|██▉       | 1177/4000 [10:57<21:10,  2.22it/s]

train:  33%|███▎      | 1177/3515 [10:55<17:32,  2.22it/s]
overall:  29%|██▉       | 1178/4000 [10:57<20:38,  2.28it/s]

train:  34%|███▎      | 1178/3515 [10:55<17:05,  2.28it/s]
overall:  29%|██▉       | 1179/4000 [10:58<21:09,  2.22it/s]

train:  34%|███▎      | 1179/3515 [10:55<17:31,  2.22it/s]train loss: 1.7424780130386353
train per: 0.5278452764691297

overall:  30%|██▉       | 1180/4000 [10:58<22:17,  2.11it/s]

train:  34%|███▎      | 1180/3515 [10:56<18:27,  2.11it/s]
overall:  30%|██▉       | 1181/4000 [10:59<21:46,  2.16it/s]

train:  34%|███▎      | 1181/3515 [10:56<18:01,  2.16it/s]
overall:  30%|██▉       | 1182/4000 [10:59<22:03,  2.13it/s]

train:  34%|███▎      | 1182/3515 [10:57<18:15,  2.13it/s]
overall:  30%|██▉       | 1183/4000 [11:00<22:44,  2.06it/s]

train:  34%|███▎      | 1183/3515 [10:57<18:49,  2.06it/s]
overall:  30%|██▉       | 1184/4000 [11:00<22:57,  2.04it/s]

train:  34%|███▎      | 1184/3515 [10:58<18:59,  2.04it/s]
overall:  30%|██▉       | 1185/4000 [11:01<20:01,  2.34it/s]

train:  34%|███▎      | 1185/3515 [10:58<16:34,  2.34it/s]
overall:  30%|██▉       | 1186/4000 [11:01<19:48,  2.37it/s]

train:  34%|███▎      | 1186/3515 [10:59<16:23,  2.37it/s]
overall:  30%|██▉       | 1187/4000 [11:02<19:50,  2.36it/s]

train:  34%|███▍      | 1187/3515 [10:59<16:25,  2.36it/s]
overall:  30%|██▉       | 1188/4000 [11:02<20:52,  2.25it/s]

train:  34%|███▍      | 1188/3515 [11:00<17:16,  2.25it/s]
overall:  30%|██▉       | 1189/4000 [11:03<21:29,  2.18it/s]

train:  34%|███▍      | 1189/3515 [11:00<17:46,  2.18it/s]
overall:  30%|██▉       | 1190/4000 [11:03<22:08,  2.12it/s]

train:  34%|███▍      | 1190/3515 [11:01<18:19,  2.12it/s]
overall:  30%|██▉       | 1191/4000 [11:03<21:33,  2.17it/s]

train:  34%|███▍      | 1191/3515 [11:01<17:50,  2.17it/s]
overall:  30%|██▉       | 1192/4000 [11:04<21:48,  2.15it/s]

train:  34%|███▍      | 1192/3515 [11:01<18:02,  2.15it/s]
overall:  30%|██▉       | 1193/4000 [11:04<22:05,  2.12it/s]

train:  34%|███▍      | 1193/3515 [11:02<18:16,  2.12it/s]
overall:  30%|██▉       | 1194/4000 [11:05<22:12,  2.11it/s]

train:  34%|███▍      | 1194/3515 [11:02<18:22,  2.11it/s]
overall:  30%|██▉       | 1195/4000 [11:05<22:28,  2.08it/s]

train:  34%|███▍      | 1195/3515 [11:03<18:35,  2.08it/s]
overall:  30%|██▉       | 1196/4000 [11:06<23:12,  2.01it/s]

train:  34%|███▍      | 1196/3515 [11:03<19:11,  2.01it/s]
overall:  30%|██▉       | 1197/4000 [11:06<23:24,  2.00it/s]

train:  34%|███▍      | 1197/3515 [11:04<19:21,  2.00it/s]
overall:  30%|██▉       | 1198/4000 [11:07<23:44,  1.97it/s]

train:  34%|███▍      | 1198/3515 [11:04<19:37,  1.97it/s]
overall:  30%|██▉       | 1199/4000 [11:07<23:34,  1.98it/s]

train:  34%|███▍      | 1199/3515 [11:05<19:29,  1.98it/s]train loss: 1.7473134994506836
train per: 0.5278963375674087

overall:  30%|███       | 1200/4000 [11:08<24:04,  1.94it/s]

train:  34%|███▍      | 1200/3515 [11:06<19:54,  1.94it/s]
overall:  30%|███       | 1201/4000 [11:09<24:09,  1.93it/s]

train:  34%|███▍      | 1201/3515 [11:06<19:58,  1.93it/s]
overall:  30%|███       | 1202/4000 [11:09<22:45,  2.05it/s]

train:  34%|███▍      | 1202/3515 [11:06<18:49,  2.05it/s]
overall:  30%|███       | 1203/4000 [11:09<23:05,  2.02it/s]

train:  34%|███▍      | 1203/3515 [11:07<19:04,  2.02it/s]
overall:  30%|███       | 1204/4000 [11:10<23:29,  1.98it/s]

train:  34%|███▍      | 1204/3515 [11:08<19:25,  1.98it/s]
overall:  30%|███       | 1205/4000 [11:11<25:48,  1.80it/s]

train:  34%|███▍      | 1205/3515 [11:08<21:19,  1.80it/s]
overall:  30%|███       | 1206/4000 [11:11<25:15,  1.84it/s]

train:  34%|███▍      | 1206/3515 [11:09<20:52,  1.84it/s]
overall:  30%|███       | 1207/4000 [11:12<24:53,  1.87it/s]

train:  34%|███▍      | 1207/3515 [11:09<20:33,  1.87it/s]
overall:  30%|███       | 1208/4000 [11:12<24:26,  1.90it/s]

train:  34%|███▍      | 1208/3515 [11:10<20:11,  1.90it/s]
overall:  30%|███       | 1209/4000 [11:12<19:36,  2.37it/s]

train:  34%|███▍      | 1209/3515 [11:10<16:11,  2.37it/s]
overall:  30%|███       | 1210/4000 [11:13<21:06,  2.20it/s]

train:  34%|███▍      | 1210/3515 [11:10<17:26,  2.20it/s]
overall:  30%|███       | 1211/4000 [11:13<22:35,  2.06it/s]

train:  34%|███▍      | 1211/3515 [11:11<18:39,  2.06it/s]
overall:  30%|███       | 1212/4000 [11:14<20:56,  2.22it/s]

train:  34%|███▍      | 1212/3515 [11:11<17:18,  2.22it/s]
overall:  30%|███       | 1213/4000 [11:14<21:21,  2.17it/s]

train:  35%|███▍      | 1213/3515 [11:12<17:38,  2.17it/s]
overall:  30%|███       | 1214/4000 [11:15<22:11,  2.09it/s]

train:  35%|███▍      | 1214/3515 [11:12<18:19,  2.09it/s]
overall:  30%|███       | 1215/4000 [11:15<22:23,  2.07it/s]

train:  35%|███▍      | 1215/3515 [11:13<18:29,  2.07it/s]
overall:  30%|███       | 1216/4000 [11:16<17:53,  2.59it/s]

train:  35%|███▍      | 1216/3515 [11:13<14:46,  2.59it/s]
overall:  30%|███       | 1217/4000 [11:16<19:43,  2.35it/s]

train:  35%|███▍      | 1217/3515 [11:14<16:17,  2.35it/s]
overall:  30%|███       | 1218/4000 [11:17<20:58,  2.21it/s]

train:  35%|███▍      | 1218/3515 [11:14<17:18,  2.21it/s]
overall:  30%|███       | 1219/4000 [11:17<21:39,  2.14it/s]

train:  35%|███▍      | 1219/3515 [11:15<17:52,  2.14it/s]train loss: 1.7788079977035522
train per: 0.5325052067836953

overall:  30%|███       | 1220/4000 [11:18<22:04,  2.10it/s]

train:  35%|███▍      | 1220/3515 [11:15<18:13,  2.10it/s]
overall:  31%|███       | 1221/4000 [11:18<22:29,  2.06it/s]

train:  35%|███▍      | 1221/3515 [11:16<18:33,  2.06it/s]
overall:  31%|███       | 1222/4000 [11:18<20:14,  2.29it/s]

train:  35%|███▍      | 1222/3515 [11:16<16:42,  2.29it/s]
overall:  31%|███       | 1223/4000 [11:19<21:26,  2.16it/s]

train:  35%|███▍      | 1223/3515 [11:16<17:42,  2.16it/s]
overall:  31%|███       | 1224/4000 [11:19<21:20,  2.17it/s]

train:  35%|███▍      | 1224/3515 [11:17<17:36,  2.17it/s]
overall:  31%|███       | 1225/4000 [11:20<20:44,  2.23it/s]

train:  35%|███▍      | 1225/3515 [11:17<17:06,  2.23it/s]
overall:  31%|███       | 1226/4000 [11:20<20:10,  2.29it/s]

train:  35%|███▍      | 1226/3515 [11:18<16:39,  2.29it/s]
overall:  31%|███       | 1227/4000 [11:20<18:16,  2.53it/s]

train:  35%|███▍      | 1227/3515 [11:18<15:04,  2.53it/s]
overall:  31%|███       | 1228/4000 [11:21<19:59,  2.31it/s]

train:  35%|███▍      | 1228/3515 [11:18<16:29,  2.31it/s]
overall:  31%|███       | 1229/4000 [11:22<24:50,  1.86it/s]

train:  35%|███▍      | 1229/3515 [11:19<20:29,  1.86it/s]
overall:  31%|███       | 1230/4000 [11:22<24:12,  1.91it/s]

train:  35%|███▍      | 1230/3515 [11:20<19:58,  1.91it/s]
overall:  31%|███       | 1231/4000 [11:22<19:21,  2.38it/s]

train:  35%|███▌      | 1231/3515 [11:20<15:58,  2.38it/s]
overall:  31%|███       | 1232/4000 [11:23<20:25,  2.26it/s]

train:  35%|███▌      | 1232/3515 [11:20<16:50,  2.26it/s]
overall:  31%|███       | 1233/4000 [11:23<21:21,  2.16it/s]

train:  35%|███▌      | 1233/3515 [11:21<17:36,  2.16it/s]
overall:  31%|███       | 1234/4000 [11:24<23:09,  1.99it/s]

train:  35%|███▌      | 1234/3515 [11:22<19:05,  1.99it/s]
overall:  31%|███       | 1235/4000 [11:25<23:50,  1.93it/s]

train:  35%|███▌      | 1235/3515 [11:22<19:39,  1.93it/s]
overall:  31%|███       | 1236/4000 [11:25<23:57,  1.92it/s]

train:  35%|███▌      | 1236/3515 [11:23<19:45,  1.92it/s]
overall:  31%|███       | 1237/4000 [11:25<18:59,  2.42it/s]

train:  35%|███▌      | 1237/3515 [11:23<15:39,  2.42it/s]
overall:  31%|███       | 1238/4000 [11:26<18:35,  2.48it/s]

train:  35%|███▌      | 1238/3515 [11:23<15:19,  2.48it/s]
overall:  31%|███       | 1239/4000 [11:26<20:15,  2.27it/s]

train:  35%|███▌      | 1239/3515 [11:24<16:42,  2.27it/s]train loss: 1.74875807762146
train per: 0.5264886849515069

overall:  31%|███       | 1240/4000 [11:27<19:41,  2.34it/s]

train:  35%|███▌      | 1240/3515 [11:24<16:14,  2.33it/s]
overall:  31%|███       | 1241/4000 [11:27<19:56,  2.31it/s]

train:  35%|███▌      | 1241/3515 [11:25<16:25,  2.31it/s]
overall:  31%|███       | 1242/4000 [11:28<20:19,  2.26it/s]

train:  35%|███▌      | 1242/3515 [11:25<16:44,  2.26it/s]
overall:  31%|███       | 1243/4000 [11:28<20:23,  2.25it/s]

train:  35%|███▌      | 1243/3515 [11:25<16:48,  2.25it/s]
overall:  31%|███       | 1244/4000 [11:28<21:05,  2.18it/s]

train:  35%|███▌      | 1244/3515 [11:26<17:23,  2.18it/s]
overall:  31%|███       | 1245/4000 [11:29<21:49,  2.10it/s]

train:  35%|███▌      | 1245/3515 [11:26<17:58,  2.10it/s]
overall:  31%|███       | 1246/4000 [11:29<22:09,  2.07it/s]

train:  35%|███▌      | 1246/3515 [11:27<18:15,  2.07it/s]
overall:  31%|███       | 1247/4000 [11:30<21:14,  2.16it/s]

train:  35%|███▌      | 1247/3515 [11:27<17:29,  2.16it/s]
overall:  31%|███       | 1248/4000 [11:30<22:05,  2.08it/s]

train:  36%|███▌      | 1248/3515 [11:28<18:11,  2.08it/s]
overall:  31%|███       | 1249/4000 [11:31<19:08,  2.40it/s]

train:  36%|███▌      | 1249/3515 [11:28<15:45,  2.40it/s]
overall:  31%|███▏      | 1250/4000 [11:31<20:31,  2.23it/s]

train:  36%|███▌      | 1250/3515 [11:29<16:54,  2.23it/s]
overall:  31%|███▏      | 1251/4000 [11:32<21:31,  2.13it/s]

train:  36%|███▌      | 1251/3515 [11:29<17:43,  2.13it/s]
overall:  31%|███▏      | 1252/4000 [11:32<21:14,  2.16it/s]

train:  36%|███▌      | 1252/3515 [11:30<17:29,  2.16it/s]
overall:  31%|███▏      | 1253/4000 [11:33<25:20,  1.81it/s]

train:  36%|███▌      | 1253/3515 [11:30<20:52,  1.81it/s]
overall:  31%|███▏      | 1254/4000 [11:33<25:03,  1.83it/s]

train:  36%|███▌      | 1254/3515 [11:31<20:37,  1.83it/s]
overall:  31%|███▏      | 1255/4000 [11:34<24:22,  1.88it/s]

train:  36%|███▌      | 1255/3515 [11:31<20:04,  1.88it/s]
overall:  31%|███▏      | 1256/4000 [11:34<23:58,  1.91it/s]

train:  36%|███▌      | 1256/3515 [11:32<19:44,  1.91it/s]
overall:  31%|███▏      | 1257/4000 [11:35<20:14,  2.26it/s]

train:  36%|███▌      | 1257/3515 [11:32<16:39,  2.26it/s]
overall:  31%|███▏      | 1258/4000 [11:35<20:56,  2.18it/s]

train:  36%|███▌      | 1258/3515 [11:33<17:14,  2.18it/s]
overall:  31%|███▏      | 1259/4000 [11:36<22:21,  2.04it/s]

train:  36%|███▌      | 1259/3515 [11:33<18:24,  2.04it/s]train loss: 1.7524042129516602
train per: 0.5261160222347381

overall:  32%|███▏      | 1260/4000 [11:36<22:43,  2.01it/s]

train:  36%|███▌      | 1260/3515 [11:34<18:42,  2.01it/s]
overall:  32%|███▏      | 1261/4000 [11:37<22:13,  2.05it/s]

train:  36%|███▌      | 1261/3515 [11:34<18:17,  2.05it/s]
overall:  32%|███▏      | 1262/4000 [11:37<22:05,  2.06it/s]

train:  36%|███▌      | 1262/3515 [11:35<18:10,  2.07it/s]
overall:  32%|███▏      | 1263/4000 [11:38<22:41,  2.01it/s]

train:  36%|███▌      | 1263/3515 [11:35<18:39,  2.01it/s]
overall:  32%|███▏      | 1264/4000 [11:38<22:36,  2.02it/s]

train:  36%|███▌      | 1264/3515 [11:36<18:35,  2.02it/s]
overall:  32%|███▏      | 1265/4000 [11:39<22:53,  1.99it/s]

train:  36%|███▌      | 1265/3515 [11:36<18:50,  1.99it/s]
overall:  32%|███▏      | 1266/4000 [11:39<23:13,  1.96it/s]

train:  36%|███▌      | 1266/3515 [11:37<19:06,  1.96it/s]
overall:  32%|███▏      | 1267/4000 [11:40<23:03,  1.98it/s]

train:  36%|███▌      | 1267/3515 [11:37<18:57,  1.98it/s]
overall:  32%|███▏      | 1268/4000 [11:40<23:05,  1.97it/s]

train:  36%|███▌      | 1268/3515 [11:38<18:59,  1.97it/s]
overall:  32%|███▏      | 1269/4000 [11:40<17:45,  2.56it/s]

train:  36%|███▌      | 1269/3515 [11:38<14:36,  2.56it/s]
overall:  32%|███▏      | 1270/4000 [11:41<18:34,  2.45it/s]

train:  36%|███▌      | 1270/3515 [11:38<15:16,  2.45it/s]
overall:  32%|███▏      | 1271/4000 [11:41<20:09,  2.26it/s]

train:  36%|███▌      | 1271/3515 [11:39<16:34,  2.26it/s]
overall:  32%|███▏      | 1272/4000 [11:42<21:07,  2.15it/s]

train:  36%|███▌      | 1272/3515 [11:39<17:22,  2.15it/s]
overall:  32%|███▏      | 1273/4000 [11:42<21:29,  2.11it/s]

train:  36%|███▌      | 1273/3515 [11:40<17:40,  2.11it/s]
overall:  32%|███▏      | 1274/4000 [11:43<21:23,  2.12it/s]

train:  36%|███▌      | 1274/3515 [11:40<17:34,  2.12it/s]
overall:  32%|███▏      | 1275/4000 [11:43<22:10,  2.05it/s]

train:  36%|███▋      | 1275/3515 [11:41<18:13,  2.05it/s]
overall:  32%|███▏      | 1276/4000 [11:44<22:06,  2.05it/s]

train:  36%|███▋      | 1276/3515 [11:41<18:10,  2.05it/s]
overall:  32%|███▏      | 1277/4000 [11:45<26:12,  1.73it/s]

train:  36%|███▋      | 1277/3515 [11:42<21:32,  1.73it/s]
overall:  32%|███▏      | 1278/4000 [11:45<25:00,  1.81it/s]

train:  36%|███▋      | 1278/3515 [11:43<20:32,  1.81it/s]
overall:  32%|███▏      | 1279/4000 [11:46<24:28,  1.85it/s]

train:  36%|███▋      | 1279/3515 [11:43<20:06,  1.85it/s]train loss: 1.7338037490844727
train per: 0.5182678019671203

overall:  32%|███▏      | 1280/4000 [11:46<22:49,  1.99it/s]

train:  36%|███▋      | 1280/3515 [11:44<18:46,  1.98it/s]
overall:  32%|███▏      | 1281/4000 [11:47<22:27,  2.02it/s]

train:  36%|███▋      | 1281/3515 [11:44<18:26,  2.02it/s]
overall:  32%|███▏      | 1282/4000 [11:47<23:24,  1.94it/s]

train:  36%|███▋      | 1282/3515 [11:45<19:13,  1.94it/s]
overall:  32%|███▏      | 1283/4000 [11:48<23:13,  1.95it/s]

train:  37%|███▋      | 1283/3515 [11:45<19:04,  1.95it/s]
overall:  32%|███▏      | 1284/4000 [11:48<23:22,  1.94it/s]

train:  37%|███▋      | 1284/3515 [11:46<19:12,  1.94it/s]
overall:  32%|███▏      | 1285/4000 [11:48<18:31,  2.44it/s]

train:  37%|███▋      | 1285/3515 [11:46<15:13,  2.44it/s]
overall:  32%|███▏      | 1286/4000 [11:49<19:02,  2.38it/s]

train:  37%|███▋      | 1286/3515 [11:46<15:38,  2.38it/s]
overall:  32%|███▏      | 1287/4000 [11:49<19:29,  2.32it/s]

train:  37%|███▋      | 1287/3515 [11:47<16:00,  2.32it/s]
overall:  32%|███▏      | 1288/4000 [11:50<20:37,  2.19it/s]

train:  37%|███▋      | 1288/3515 [11:47<16:56,  2.19it/s]
overall:  32%|███▏      | 1289/4000 [11:50<21:20,  2.12it/s]

train:  37%|███▋      | 1289/3515 [11:48<17:31,  2.12it/s]
overall:  32%|███▏      | 1290/4000 [11:51<21:11,  2.13it/s]

train:  37%|███▋      | 1290/3515 [11:48<17:23,  2.13it/s]
overall:  32%|███▏      | 1291/4000 [11:51<21:54,  2.06it/s]

train:  37%|███▋      | 1291/3515 [11:49<17:59,  2.06it/s]
overall:  32%|███▏      | 1292/4000 [11:52<21:32,  2.10it/s]

train:  37%|███▋      | 1292/3515 [11:49<17:41,  2.10it/s]
overall:  32%|███▏      | 1293/4000 [11:52<22:10,  2.03it/s]

train:  37%|███▋      | 1293/3515 [11:50<18:11,  2.03it/s]
overall:  32%|███▏      | 1294/4000 [11:53<22:26,  2.01it/s]

train:  37%|███▋      | 1294/3515 [11:50<18:24,  2.01it/s]
overall:  32%|███▏      | 1295/4000 [11:53<22:02,  2.05it/s]

train:  37%|███▋      | 1295/3515 [11:51<18:05,  2.05it/s]
overall:  32%|███▏      | 1296/4000 [11:54<22:27,  2.01it/s]

train:  37%|███▋      | 1296/3515 [11:51<18:26,  2.01it/s]
overall:  32%|███▏      | 1297/4000 [11:54<22:17,  2.02it/s]

train:  37%|███▋      | 1297/3515 [11:52<18:17,  2.02it/s]
overall:  32%|███▏      | 1298/4000 [11:55<22:37,  1.99it/s]

train:  37%|███▋      | 1298/3515 [11:52<18:33,  1.99it/s]
overall:  32%|███▏      | 1299/4000 [11:55<22:45,  1.98it/s]

train:  37%|███▋      | 1299/3515 [11:53<18:40,  1.98it/s]train loss: 1.7385667562484741
train per: 0.5202813487631586

overall:  32%|███▎      | 1300/4000 [11:56<22:55,  1.96it/s]

train:  37%|███▋      | 1300/3515 [11:53<18:48,  1.96it/s]
overall:  33%|███▎      | 1301/4000 [11:57<26:43,  1.68it/s]

train:  37%|███▋      | 1301/3515 [11:54<21:55,  1.68it/s]
overall:  33%|███▎      | 1302/4000 [11:57<25:32,  1.76it/s]

train:  37%|███▋      | 1302/3515 [11:55<20:57,  1.76it/s]
overall:  33%|███▎      | 1303/4000 [11:57<23:39,  1.90it/s]

train:  37%|███▋      | 1303/3515 [11:55<19:23,  1.90it/s]
overall:  33%|███▎      | 1304/4000 [11:58<19:37,  2.29it/s]

train:  37%|███▋      | 1304/3515 [11:55<16:05,  2.29it/s]
overall:  33%|███▎      | 1305/4000 [11:58<20:33,  2.18it/s]

train:  37%|███▋      | 1305/3515 [11:56<16:51,  2.18it/s]
overall:  33%|███▎      | 1306/4000 [11:59<21:54,  2.05it/s]

train:  37%|███▋      | 1306/3515 [11:56<17:57,  2.05it/s]
overall:  33%|███▎      | 1307/4000 [11:59<22:24,  2.00it/s]

train:  37%|███▋      | 1307/3515 [11:57<18:22,  2.00it/s]
overall:  33%|███▎      | 1308/4000 [11:59<18:08,  2.47it/s]

train:  37%|███▋      | 1308/3515 [11:57<14:52,  2.47it/s]
overall:  33%|███▎      | 1309/4000 [12:00<14:02,  3.19it/s]

train:  37%|███▋      | 1309/3515 [11:57<11:30,  3.19it/s]
overall:  33%|███▎      | 1310/4000 [12:00<16:34,  2.71it/s]

train:  37%|███▋      | 1310/3515 [11:58<13:34,  2.71it/s]
overall:  33%|███▎      | 1311/4000 [12:01<18:47,  2.39it/s]

train:  37%|███▋      | 1311/3515 [11:58<15:23,  2.39it/s]
overall:  33%|███▎      | 1312/4000 [12:01<19:19,  2.32it/s]

train:  37%|███▋      | 1312/3515 [11:59<15:50,  2.32it/s]
overall:  33%|███▎      | 1313/4000 [12:02<20:23,  2.20it/s]

train:  37%|███▋      | 1313/3515 [11:59<16:42,  2.20it/s]
overall:  33%|███▎      | 1314/4000 [12:02<21:07,  2.12it/s]

train:  37%|███▋      | 1314/3515 [12:00<17:18,  2.12it/s]
overall:  33%|███▎      | 1315/4000 [12:03<21:34,  2.07it/s]

train:  37%|███▋      | 1315/3515 [12:00<17:40,  2.07it/s]
overall:  33%|███▎      | 1316/4000 [12:03<21:13,  2.11it/s]

train:  37%|███▋      | 1316/3515 [12:01<17:23,  2.11it/s]
overall:  33%|███▎      | 1317/4000 [12:04<21:45,  2.06it/s]

train:  37%|███▋      | 1317/3515 [12:01<17:49,  2.06it/s]
overall:  33%|███▎      | 1318/4000 [12:04<17:10,  2.60it/s]

train:  37%|███▋      | 1318/3515 [12:01<14:03,  2.60it/s]
overall:  33%|███▎      | 1319/4000 [12:04<19:07,  2.34it/s]

train:  38%|███▊      | 1319/3515 [12:02<15:40,  2.34it/s]train loss: 1.8127806186676025
train per: 0.5352692713833157

overall:  33%|███▎      | 1320/4000 [12:05<20:37,  2.17it/s]

train:  38%|███▊      | 1320/3515 [12:02<16:54,  2.16it/s]
overall:  33%|███▎      | 1321/4000 [12:05<21:10,  2.11it/s]

train:  38%|███▊      | 1321/3515 [12:03<17:20,  2.11it/s]
overall:  33%|███▎      | 1322/4000 [12:06<19:00,  2.35it/s]

train:  38%|███▊      | 1322/3515 [12:03<15:34,  2.35it/s]
overall:  33%|███▎      | 1323/4000 [12:06<20:04,  2.22it/s]

train:  38%|███▊      | 1323/3515 [12:04<16:26,  2.22it/s]
overall:  33%|███▎      | 1324/4000 [12:07<20:55,  2.13it/s]

train:  38%|███▊      | 1324/3515 [12:04<17:07,  2.13it/s]
overall:  33%|███▎      | 1325/4000 [12:07<24:43,  1.80it/s]

train:  38%|███▊      | 1325/3515 [12:05<20:14,  1.80it/s]
overall:  33%|███▎      | 1326/4000 [12:08<19:43,  2.26it/s]

train:  38%|███▊      | 1326/3515 [12:05<16:08,  2.26it/s]
overall:  33%|███▎      | 1327/4000 [12:08<20:31,  2.17it/s]

train:  38%|███▊      | 1327/3515 [12:06<16:47,  2.17it/s]
overall:  33%|███▎      | 1328/4000 [12:09<21:09,  2.10it/s]

train:  38%|███▊      | 1328/3515 [12:06<17:19,  2.10it/s]
overall:  33%|███▎      | 1329/4000 [12:09<20:16,  2.20it/s]

train:  38%|███▊      | 1329/3515 [12:06<16:35,  2.20it/s]
overall:  33%|███▎      | 1330/4000 [12:10<21:30,  2.07it/s]

train:  38%|███▊      | 1330/3515 [12:07<17:35,  2.07it/s]
overall:  33%|███▎      | 1331/4000 [12:10<22:40,  1.96it/s]

train:  38%|███▊      | 1331/3515 [12:08<18:32,  1.96it/s]
overall:  33%|███▎      | 1332/4000 [12:11<22:51,  1.94it/s]

train:  38%|███▊      | 1332/3515 [12:08<18:42,  1.94it/s]
overall:  33%|███▎      | 1333/4000 [12:11<22:40,  1.96it/s]

train:  38%|███▊      | 1333/3515 [12:09<18:32,  1.96it/s]
overall:  33%|███▎      | 1334/4000 [12:12<22:32,  1.97it/s]

train:  38%|███▊      | 1334/3515 [12:09<18:26,  1.97it/s]
overall:  33%|███▎      | 1335/4000 [12:12<21:58,  2.02it/s]

train:  38%|███▊      | 1335/3515 [12:10<17:58,  2.02it/s]
overall:  33%|███▎      | 1336/4000 [12:13<21:55,  2.03it/s]

train:  38%|███▊      | 1336/3515 [12:10<17:55,  2.03it/s]
overall:  33%|███▎      | 1337/4000 [12:13<21:54,  2.03it/s]

train:  38%|███▊      | 1337/3515 [12:11<17:55,  2.03it/s]
overall:  33%|███▎      | 1338/4000 [12:14<22:11,  2.00it/s]

train:  38%|███▊      | 1338/3515 [12:11<18:08,  2.00it/s]
overall:  33%|███▎      | 1339/4000 [12:14<22:29,  1.97it/s]

train:  38%|███▊      | 1339/3515 [12:12<18:23,  1.97it/s]train loss: 1.7549619674682617
train per: 0.5253019046005662

overall:  34%|███▎      | 1340/4000 [12:15<22:46,  1.95it/s]

train:  38%|███▊      | 1340/3515 [12:12<18:37,  1.95it/s]
overall:  34%|███▎      | 1341/4000 [12:15<22:28,  1.97it/s]

train:  38%|███▊      | 1341/3515 [12:13<18:22,  1.97it/s]
overall:  34%|███▎      | 1342/4000 [12:16<22:31,  1.97it/s]

train:  38%|███▊      | 1342/3515 [12:13<18:25,  1.97it/s]
overall:  34%|███▎      | 1343/4000 [12:16<22:18,  1.99it/s]

train:  38%|███▊      | 1343/3515 [12:14<18:14,  1.99it/s]
overall:  34%|███▎      | 1344/4000 [12:17<22:41,  1.95it/s]

train:  38%|███▊      | 1344/3515 [12:14<18:32,  1.95it/s]
overall:  34%|███▎      | 1345/4000 [12:17<22:54,  1.93it/s]

train:  38%|███▊      | 1345/3515 [12:15<18:43,  1.93it/s]
overall:  34%|███▎      | 1346/4000 [12:18<20:57,  2.11it/s]

train:  38%|███▊      | 1346/3515 [12:15<17:08,  2.11it/s]
overall:  34%|███▎      | 1347/4000 [12:18<21:38,  2.04it/s]

train:  38%|███▊      | 1347/3515 [12:16<17:41,  2.04it/s]
overall:  34%|███▎      | 1348/4000 [12:19<21:46,  2.03it/s]

train:  38%|███▊      | 1348/3515 [12:16<17:47,  2.03it/s]
overall:  34%|███▎      | 1349/4000 [12:19<25:35,  1.73it/s]

train:  38%|███▊      | 1349/3515 [12:17<20:54,  1.73it/s]
overall:  34%|███▍      | 1350/4000 [12:20<24:45,  1.78it/s]

train:  38%|███▊      | 1350/3515 [12:17<20:13,  1.78it/s]
overall:  34%|███▍      | 1351/4000 [12:20<24:15,  1.82it/s]

train:  38%|███▊      | 1351/3515 [12:18<19:49,  1.82it/s]
overall:  34%|███▍      | 1352/4000 [12:21<23:41,  1.86it/s]

train:  38%|███▊      | 1352/3515 [12:18<19:21,  1.86it/s]
overall:  34%|███▍      | 1353/4000 [12:21<23:31,  1.88it/s]

train:  38%|███▊      | 1353/3515 [12:19<19:12,  1.88it/s]
overall:  34%|███▍      | 1354/4000 [12:22<23:30,  1.88it/s]

train:  39%|███▊      | 1354/3515 [12:19<19:11,  1.88it/s]
overall:  34%|███▍      | 1355/4000 [12:23<23:45,  1.85it/s]

train:  39%|███▊      | 1355/3515 [12:20<19:24,  1.85it/s]
overall:  34%|███▍      | 1356/4000 [12:23<23:07,  1.90it/s]

train:  39%|███▊      | 1356/3515 [12:21<18:53,  1.91it/s]
overall:  34%|███▍      | 1357/4000 [12:24<23:05,  1.91it/s]

train:  39%|███▊      | 1357/3515 [12:21<18:51,  1.91it/s]
overall:  34%|███▍      | 1358/4000 [12:24<22:59,  1.91it/s]

train:  39%|███▊      | 1358/3515 [12:22<18:46,  1.91it/s]
overall:  34%|███▍      | 1359/4000 [12:25<22:35,  1.95it/s]

train:  39%|███▊      | 1359/3515 [12:22<18:26,  1.95it/s]train loss: 1.728314757347107
train per: 0.5260856051860403

overall:  34%|███▍      | 1360/4000 [12:25<22:26,  1.96it/s]

train:  39%|███▊      | 1360/3515 [12:23<18:19,  1.96it/s]
overall:  34%|███▍      | 1361/4000 [12:26<22:52,  1.92it/s]

train:  39%|███▊      | 1361/3515 [12:23<18:40,  1.92it/s]
overall:  34%|███▍      | 1362/4000 [12:26<23:01,  1.91it/s]

train:  39%|███▊      | 1362/3515 [12:24<18:47,  1.91it/s]
overall:  34%|███▍      | 1363/4000 [12:27<21:25,  2.05it/s]

train:  39%|███▉      | 1363/3515 [12:24<17:29,  2.05it/s]
overall:  34%|███▍      | 1364/4000 [12:27<17:05,  2.57it/s]

train:  39%|███▉      | 1364/3515 [12:24<13:56,  2.57it/s]
overall:  34%|███▍      | 1365/4000 [12:27<14:18,  3.07it/s]

train:  39%|███▉      | 1365/3515 [12:24<11:40,  3.07it/s]
overall:  34%|███▍      | 1366/4000 [12:27<16:02,  2.74it/s]

train:  39%|███▉      | 1366/3515 [12:25<13:05,  2.74it/s]
overall:  34%|███▍      | 1367/4000 [12:28<17:50,  2.46it/s]

train:  39%|███▉      | 1367/3515 [12:25<14:33,  2.46it/s]
overall:  34%|███▍      | 1368/4000 [12:28<18:25,  2.38it/s]

train:  39%|███▉      | 1368/3515 [12:26<15:01,  2.38it/s]
overall:  34%|███▍      | 1369/4000 [12:29<19:31,  2.25it/s]

train:  39%|███▉      | 1369/3515 [12:26<15:55,  2.25it/s]
overall:  34%|███▍      | 1370/4000 [12:29<20:15,  2.16it/s]

train:  39%|███▉      | 1370/3515 [12:27<16:31,  2.16it/s]
overall:  34%|███▍      | 1371/4000 [12:30<20:36,  2.13it/s]

train:  39%|███▉      | 1371/3515 [12:27<16:48,  2.13it/s]
overall:  34%|███▍      | 1372/4000 [12:30<20:25,  2.14it/s]

train:  39%|███▉      | 1372/3515 [12:28<16:39,  2.14it/s]
overall:  34%|███▍      | 1373/4000 [12:31<24:26,  1.79it/s]

train:  39%|███▉      | 1373/3515 [12:29<19:55,  1.79it/s]
overall:  34%|███▍      | 1374/4000 [12:31<22:58,  1.90it/s]

train:  39%|███▉      | 1374/3515 [12:29<18:44,  1.90it/s]
overall:  34%|███▍      | 1375/4000 [12:32<22:57,  1.91it/s]

train:  39%|███▉      | 1375/3515 [12:29<18:43,  1.91it/s]
overall:  34%|███▍      | 1376/4000 [12:32<22:30,  1.94it/s]

train:  39%|███▉      | 1376/3515 [12:30<18:21,  1.94it/s]
overall:  34%|███▍      | 1377/4000 [12:33<22:33,  1.94it/s]

train:  39%|███▉      | 1377/3515 [12:31<18:23,  1.94it/s]
overall:  34%|███▍      | 1378/4000 [12:34<23:06,  1.89it/s]

train:  39%|███▉      | 1378/3515 [12:31<18:50,  1.89it/s]
overall:  34%|███▍      | 1379/4000 [12:34<23:11,  1.88it/s]

train:  39%|███▉      | 1379/3515 [12:32<18:54,  1.88it/s]train loss: 1.7525771856307983
train per: 0.5299932090847356

overall:  34%|███▍      | 1380/4000 [12:35<23:21,  1.87it/s]

train:  39%|███▉      | 1380/3515 [12:32<19:02,  1.87it/s]
overall:  35%|███▍      | 1381/4000 [12:35<22:45,  1.92it/s]

train:  39%|███▉      | 1381/3515 [12:33<18:32,  1.92it/s]
overall:  35%|███▍      | 1382/4000 [12:36<22:44,  1.92it/s]

train:  39%|███▉      | 1382/3515 [12:33<18:31,  1.92it/s]
overall:  35%|███▍      | 1383/4000 [12:36<22:28,  1.94it/s]

train:  39%|███▉      | 1383/3515 [12:34<18:18,  1.94it/s]
overall:  35%|███▍      | 1384/4000 [12:37<21:39,  2.01it/s]

train:  39%|███▉      | 1384/3515 [12:34<17:38,  2.01it/s]
overall:  35%|███▍      | 1385/4000 [12:37<21:54,  1.99it/s]

train:  39%|███▉      | 1385/3515 [12:35<17:50,  1.99it/s]
overall:  35%|███▍      | 1386/4000 [12:38<22:02,  1.98it/s]

train:  39%|███▉      | 1386/3515 [12:35<17:56,  1.98it/s]
overall:  35%|███▍      | 1387/4000 [12:38<23:03,  1.89it/s]

train:  39%|███▉      | 1387/3515 [12:36<18:46,  1.89it/s]
overall:  35%|███▍      | 1388/4000 [12:39<22:46,  1.91it/s]

train:  39%|███▉      | 1388/3515 [12:36<18:32,  1.91it/s]
overall:  35%|███▍      | 1389/4000 [12:39<21:55,  1.98it/s]

train:  40%|███▉      | 1389/3515 [12:37<17:51,  1.98it/s]
overall:  35%|███▍      | 1390/4000 [12:40<22:08,  1.96it/s]

train:  40%|███▉      | 1390/3515 [12:37<18:01,  1.96it/s]
overall:  35%|███▍      | 1391/4000 [12:40<22:00,  1.98it/s]

train:  40%|███▉      | 1391/3515 [12:38<17:54,  1.98it/s]
overall:  35%|███▍      | 1392/4000 [12:41<22:18,  1.95it/s]

train:  40%|███▉      | 1392/3515 [12:38<18:09,  1.95it/s]
overall:  35%|███▍      | 1393/4000 [12:41<17:55,  2.42it/s]

train:  40%|███▉      | 1393/3515 [12:38<14:35,  2.42it/s]
overall:  35%|███▍      | 1394/4000 [12:41<16:03,  2.70it/s]

train:  40%|███▉      | 1394/3515 [12:39<13:04,  2.70it/s]
overall:  35%|███▍      | 1395/4000 [12:42<18:06,  2.40it/s]

train:  40%|███▉      | 1395/3515 [12:39<14:43,  2.40it/s]
overall:  35%|███▍      | 1396/4000 [12:42<18:41,  2.32it/s]

train:  40%|███▉      | 1396/3515 [12:40<15:12,  2.32it/s]
overall:  35%|███▍      | 1397/4000 [12:43<21:44,  2.00it/s]

train:  40%|███▉      | 1397/3515 [12:40<17:41,  2.00it/s]
overall:  35%|███▍      | 1398/4000 [12:43<21:18,  2.04it/s]

train:  40%|███▉      | 1398/3515 [12:41<17:20,  2.04it/s]
overall:  35%|███▍      | 1399/4000 [12:44<18:57,  2.29it/s]

train:  40%|███▉      | 1399/3515 [12:41<15:25,  2.29it/s]train loss: 1.7312650680541992
train per: 0.5231784703993476

overall:  35%|███▌      | 1400/4000 [12:44<19:51,  2.18it/s]

train:  40%|███▉      | 1400/3515 [12:42<16:09,  2.18it/s]
overall:  35%|███▌      | 1401/4000 [12:44<15:26,  2.81it/s]

train:  40%|███▉      | 1401/3515 [12:42<12:33,  2.81it/s]
overall:  35%|███▌      | 1402/4000 [12:45<17:54,  2.42it/s]

train:  40%|███▉      | 1402/3515 [12:42<14:33,  2.42it/s]
overall:  35%|███▌      | 1403/4000 [12:45<19:36,  2.21it/s]

train:  40%|███▉      | 1403/3515 [12:43<15:56,  2.21it/s]
overall:  35%|███▌      | 1404/4000 [12:46<17:51,  2.42it/s]

train:  40%|███▉      | 1404/3515 [12:43<14:31,  2.42it/s]
overall:  35%|███▌      | 1405/4000 [12:46<18:51,  2.29it/s]

train:  40%|███▉      | 1405/3515 [12:44<15:19,  2.29it/s]
overall:  35%|███▌      | 1406/4000 [12:47<19:59,  2.16it/s]

train:  40%|████      | 1406/3515 [12:44<16:15,  2.16it/s]
overall:  35%|███▌      | 1407/4000 [12:47<20:23,  2.12it/s]

train:  40%|████      | 1407/3515 [12:45<16:34,  2.12it/s]
overall:  35%|███▌      | 1408/4000 [12:48<20:38,  2.09it/s]

train:  40%|████      | 1408/3515 [12:45<16:46,  2.09it/s]
overall:  35%|███▌      | 1409/4000 [12:48<21:18,  2.03it/s]

train:  40%|████      | 1409/3515 [12:46<17:19,  2.03it/s]
overall:  35%|███▌      | 1410/4000 [12:48<16:34,  2.60it/s]

train:  40%|████      | 1410/3515 [12:46<13:28,  2.60it/s]
overall:  35%|███▌      | 1411/4000 [12:49<20:04,  2.15it/s]

train:  40%|████      | 1411/3515 [12:46<16:19,  2.15it/s]
overall:  35%|███▌      | 1412/4000 [12:49<20:33,  2.10it/s]

train:  40%|████      | 1412/3515 [12:47<16:41,  2.10it/s]
overall:  35%|███▌      | 1413/4000 [12:50<20:17,  2.12it/s]

train:  40%|████      | 1413/3515 [12:47<16:29,  2.12it/s]
overall:  35%|███▌      | 1414/4000 [12:50<16:30,  2.61it/s]

train:  40%|████      | 1414/3515 [12:48<13:24,  2.61it/s]
overall:  35%|███▌      | 1415/4000 [12:51<18:12,  2.37it/s]

train:  40%|████      | 1415/3515 [12:48<14:47,  2.37it/s]
overall:  35%|███▌      | 1416/4000 [12:51<19:24,  2.22it/s]

train:  40%|████      | 1416/3515 [12:49<15:45,  2.22it/s]
overall:  35%|███▌      | 1417/4000 [12:52<20:22,  2.11it/s]

train:  40%|████      | 1417/3515 [12:49<16:33,  2.11it/s]
overall:  35%|███▌      | 1418/4000 [12:52<20:10,  2.13it/s]

train:  40%|████      | 1418/3515 [12:50<16:23,  2.13it/s]
overall:  35%|███▌      | 1419/4000 [12:52<17:08,  2.51it/s]

train:  40%|████      | 1419/3515 [12:50<13:55,  2.51it/s]train loss: 1.7782344818115234
train per: 0.5299512517557631

overall:  36%|███▌      | 1420/4000 [12:53<15:37,  2.75it/s]

train:  40%|████      | 1420/3515 [12:50<12:41,  2.75it/s]
overall:  36%|███▌      | 1421/4000 [12:53<19:26,  2.21it/s]

train:  40%|████      | 1421/3515 [12:51<15:47,  2.21it/s]
overall:  36%|███▌      | 1422/4000 [12:54<20:22,  2.11it/s]

train:  40%|████      | 1422/3515 [12:51<16:32,  2.11it/s]
overall:  36%|███▌      | 1423/4000 [12:54<21:03,  2.04it/s]

train:  40%|████      | 1423/3515 [12:52<17:05,  2.04it/s]
overall:  36%|███▌      | 1424/4000 [12:55<20:39,  2.08it/s]

train:  41%|████      | 1424/3515 [12:52<16:46,  2.08it/s]
overall:  36%|███▌      | 1425/4000 [12:55<19:45,  2.17it/s]

train:  41%|████      | 1425/3515 [12:53<16:02,  2.17it/s]
overall:  36%|███▌      | 1426/4000 [12:55<16:48,  2.55it/s]

train:  41%|████      | 1426/3515 [12:53<13:38,  2.55it/s]
overall:  36%|███▌      | 1427/4000 [12:56<15:11,  2.82it/s]

train:  41%|████      | 1427/3515 [12:53<12:19,  2.82it/s]
overall:  36%|███▌      | 1428/4000 [12:56<12:53,  3.32it/s]

train:  41%|████      | 1428/3515 [12:53<10:27,  3.32it/s]
overall:  36%|███▌      | 1429/4000 [12:56<15:42,  2.73it/s]

train:  41%|████      | 1429/3515 [12:54<12:44,  2.73it/s]
overall:  36%|███▌      | 1430/4000 [12:57<17:17,  2.48it/s]

train:  41%|████      | 1430/3515 [12:54<14:01,  2.48it/s]
overall:  36%|███▌      | 1431/4000 [12:57<18:47,  2.28it/s]

train:  41%|████      | 1431/3515 [12:55<15:14,  2.28it/s]
overall:  36%|███▌      | 1432/4000 [12:58<19:35,  2.18it/s]

train:  41%|████      | 1432/3515 [12:55<15:53,  2.18it/s]
overall:  36%|███▌      | 1433/4000 [12:58<20:30,  2.09it/s]

train:  41%|████      | 1433/3515 [12:56<16:38,  2.09it/s]
overall:  36%|███▌      | 1434/4000 [12:59<20:49,  2.05it/s]

train:  41%|████      | 1434/3515 [12:56<16:52,  2.05it/s]
overall:  36%|███▌      | 1435/4000 [12:59<20:24,  2.09it/s]

train:  41%|████      | 1435/3515 [12:57<16:33,  2.09it/s]
overall:  36%|███▌      | 1436/4000 [13:00<20:45,  2.06it/s]

train:  41%|████      | 1436/3515 [12:57<16:49,  2.06it/s]
overall:  36%|███▌      | 1437/4000 [13:00<20:58,  2.04it/s]

train:  41%|████      | 1437/3515 [12:58<16:59,  2.04it/s]
overall:  36%|███▌      | 1438/4000 [13:01<21:22,  2.00it/s]

train:  41%|████      | 1438/3515 [12:58<17:19,  2.00it/s]
overall:  36%|███▌      | 1439/4000 [13:01<17:00,  2.51it/s]

train:  41%|████      | 1439/3515 [12:59<13:47,  2.51it/s]train loss: 1.763127326965332
train per: 0.5391834688648769

overall:  36%|███▌      | 1440/4000 [13:01<13:33,  3.15it/s]

train:  41%|████      | 1440/3515 [12:59<11:00,  3.14it/s]
overall:  36%|███▌      | 1441/4000 [13:02<16:10,  2.64it/s]

train:  41%|████      | 1441/3515 [12:59<13:06,  2.64it/s]
overall:  36%|███▌      | 1442/4000 [13:02<13:36,  3.13it/s]

train:  41%|████      | 1442/3515 [12:59<11:01,  3.13it/s]
overall:  36%|███▌      | 1443/4000 [13:02<16:18,  2.61it/s]

train:  41%|████      | 1443/3515 [13:00<13:12,  2.61it/s]
overall:  36%|███▌      | 1444/4000 [13:03<17:50,  2.39it/s]

train:  41%|████      | 1444/3515 [13:00<14:27,  2.39it/s]
overall:  36%|███▌      | 1445/4000 [13:04<20:10,  2.11it/s]

train:  41%|████      | 1445/3515 [13:01<16:20,  2.11it/s]
overall:  36%|███▌      | 1446/4000 [13:04<20:17,  2.10it/s]

train:  41%|████      | 1446/3515 [13:02<16:25,  2.10it/s]
overall:  36%|███▌      | 1447/4000 [13:05<20:32,  2.07it/s]

train:  41%|████      | 1447/3515 [13:02<16:38,  2.07it/s]
overall:  36%|███▌      | 1448/4000 [13:05<20:48,  2.04it/s]

train:  41%|████      | 1448/3515 [13:03<16:50,  2.04it/s]
overall:  36%|███▌      | 1449/4000 [13:06<21:08,  2.01it/s]

train:  41%|████      | 1449/3515 [13:03<17:07,  2.01it/s]
overall:  36%|███▋      | 1450/4000 [13:06<18:39,  2.28it/s]

train:  41%|████▏     | 1450/3515 [13:03<15:06,  2.28it/s]
overall:  36%|███▋      | 1451/4000 [13:06<18:47,  2.26it/s]

train:  41%|████▏     | 1451/3515 [13:04<15:13,  2.26it/s]
overall:  36%|███▋      | 1452/4000 [13:07<16:20,  2.60it/s]

train:  41%|████▏     | 1452/3515 [13:04<13:13,  2.60it/s]
overall:  36%|███▋      | 1453/4000 [13:07<17:07,  2.48it/s]

train:  41%|████▏     | 1453/3515 [13:05<13:51,  2.48it/s]
overall:  36%|███▋      | 1454/4000 [13:07<17:00,  2.49it/s]

train:  41%|████▏     | 1454/3515 [13:05<13:46,  2.49it/s]
overall:  36%|███▋      | 1455/4000 [13:08<17:42,  2.40it/s]

train:  41%|████▏     | 1455/3515 [13:05<14:19,  2.40it/s]
overall:  36%|███▋      | 1456/4000 [13:08<19:02,  2.23it/s]

train:  41%|████▏     | 1456/3515 [13:06<15:24,  2.23it/s]
overall:  36%|███▋      | 1457/4000 [13:09<19:10,  2.21it/s]

train:  41%|████▏     | 1457/3515 [13:06<15:31,  2.21it/s]
overall:  36%|███▋      | 1458/4000 [13:09<20:02,  2.11it/s]

train:  41%|████▏     | 1458/3515 [13:07<16:13,  2.11it/s]
overall:  36%|███▋      | 1459/4000 [13:10<21:15,  1.99it/s]

train:  42%|████▏     | 1459/3515 [13:07<17:11,  1.99it/s]train loss: 1.764702558517456
train per: 0.5291894499839177

overall:  36%|███▋      | 1460/4000 [13:10<21:29,  1.97it/s]

train:  42%|████▏     | 1460/3515 [13:08<17:23,  1.97it/s]
overall:  37%|███▋      | 1461/4000 [13:11<20:49,  2.03it/s]

train:  42%|████▏     | 1461/3515 [13:08<16:50,  2.03it/s]
overall:  37%|███▋      | 1462/4000 [13:11<21:13,  1.99it/s]

train:  42%|████▏     | 1462/3515 [13:09<17:10,  1.99it/s]
overall:  37%|███▋      | 1463/4000 [13:12<20:42,  2.04it/s]

train:  42%|████▏     | 1463/3515 [13:09<16:44,  2.04it/s]
overall:  37%|███▋      | 1464/4000 [13:12<21:05,  2.00it/s]

train:  42%|████▏     | 1464/3515 [13:10<17:03,  2.00it/s]
overall:  37%|███▋      | 1465/4000 [13:13<19:55,  2.12it/s]

train:  42%|████▏     | 1465/3515 [13:10<16:06,  2.12it/s]
overall:  37%|███▋      | 1466/4000 [13:13<20:12,  2.09it/s]

train:  42%|████▏     | 1466/3515 [13:11<16:20,  2.09it/s]
overall:  37%|███▋      | 1467/4000 [13:14<20:02,  2.11it/s]

train:  42%|████▏     | 1467/3515 [13:11<16:12,  2.11it/s]
overall:  37%|███▋      | 1468/4000 [13:14<20:51,  2.02it/s]

train:  42%|████▏     | 1468/3515 [13:12<16:51,  2.02it/s]
overall:  37%|███▋      | 1469/4000 [13:15<23:07,  1.82it/s]

train:  42%|████▏     | 1469/3515 [13:13<18:41,  1.82it/s]
overall:  37%|███▋      | 1470/4000 [13:16<22:09,  1.90it/s]

train:  42%|████▏     | 1470/3515 [13:13<17:54,  1.90it/s]
overall:  37%|███▋      | 1471/4000 [13:16<21:45,  1.94it/s]

train:  42%|████▏     | 1471/3515 [13:13<17:34,  1.94it/s]
overall:  37%|███▋      | 1472/4000 [13:17<21:54,  1.92it/s]

train:  42%|████▏     | 1472/3515 [13:14<17:42,  1.92it/s]
overall:  37%|███▋      | 1473/4000 [13:17<21:29,  1.96it/s]

train:  42%|████▏     | 1473/3515 [13:15<17:21,  1.96it/s]
overall:  37%|███▋      | 1474/4000 [13:17<18:46,  2.24it/s]

train:  42%|████▏     | 1474/3515 [13:15<15:10,  2.24it/s]
overall:  37%|███▋      | 1475/4000 [13:18<19:42,  2.13it/s]

train:  42%|████▏     | 1475/3515 [13:15<15:55,  2.13it/s]
overall:  37%|███▋      | 1476/4000 [13:18<20:27,  2.06it/s]

train:  42%|████▏     | 1476/3515 [13:16<16:31,  2.06it/s]
overall:  37%|███▋      | 1477/4000 [13:19<20:46,  2.02it/s]

train:  42%|████▏     | 1477/3515 [13:16<16:47,  2.02it/s]
overall:  37%|███▋      | 1478/4000 [13:19<19:50,  2.12it/s]

train:  42%|████▏     | 1478/3515 [13:17<16:01,  2.12it/s]
overall:  37%|███▋      | 1479/4000 [13:20<20:23,  2.06it/s]

train:  42%|████▏     | 1479/3515 [13:17<16:28,  2.06it/s]train loss: 1.7225412130355835
train per: 0.5198253102716573

overall:  37%|███▋      | 1480/4000 [13:20<15:59,  2.63it/s]

train:  42%|████▏     | 1480/3515 [13:17<12:55,  2.62it/s]
overall:  37%|███▋      | 1481/4000 [13:20<17:18,  2.43it/s]

train:  42%|████▏     | 1481/3515 [13:18<13:58,  2.43it/s]
overall:  37%|███▋      | 1482/4000 [13:21<18:18,  2.29it/s]

train:  42%|████▏     | 1482/3515 [13:18<14:46,  2.29it/s]
overall:  37%|███▋      | 1483/4000 [13:21<19:15,  2.18it/s]

train:  42%|████▏     | 1483/3515 [13:19<15:32,  2.18it/s]
overall:  37%|███▋      | 1484/4000 [13:22<18:07,  2.31it/s]

train:  42%|████▏     | 1484/3515 [13:19<14:38,  2.31it/s]
overall:  37%|███▋      | 1485/4000 [13:22<18:23,  2.28it/s]

train:  42%|████▏     | 1485/3515 [13:20<14:50,  2.28it/s]
overall:  37%|███▋      | 1486/4000 [13:23<19:08,  2.19it/s]

train:  42%|████▏     | 1486/3515 [13:20<15:27,  2.19it/s]
overall:  37%|███▋      | 1487/4000 [13:23<20:03,  2.09it/s]

train:  42%|████▏     | 1487/3515 [13:21<16:11,  2.09it/s]
overall:  37%|███▋      | 1488/4000 [13:24<20:18,  2.06it/s]

train:  42%|████▏     | 1488/3515 [13:21<16:22,  2.06it/s]
overall:  37%|███▋      | 1489/4000 [13:24<20:35,  2.03it/s]

train:  42%|████▏     | 1489/3515 [13:22<16:36,  2.03it/s]
overall:  37%|███▋      | 1490/4000 [13:25<20:49,  2.01it/s]

train:  42%|████▏     | 1490/3515 [13:22<16:48,  2.01it/s]
overall:  37%|███▋      | 1491/4000 [13:25<21:23,  1.95it/s]

train:  42%|████▏     | 1491/3515 [13:23<17:15,  1.95it/s]
overall:  37%|███▋      | 1492/4000 [13:26<21:25,  1.95it/s]

train:  42%|████▏     | 1492/3515 [13:23<17:17,  1.95it/s]
overall:  37%|███▋      | 1493/4000 [13:27<23:10,  1.80it/s]

train:  42%|████▏     | 1493/3515 [13:24<18:41,  1.80it/s]
overall:  37%|███▋      | 1494/4000 [13:27<22:50,  1.83it/s]

train:  43%|████▎     | 1494/3515 [13:25<18:25,  1.83it/s]
overall:  37%|███▋      | 1495/4000 [13:27<20:49,  2.01it/s]

train:  43%|████▎     | 1495/3515 [13:25<16:47,  2.01it/s]
overall:  37%|███▋      | 1496/4000 [13:28<20:08,  2.07it/s]

train:  43%|████▎     | 1496/3515 [13:25<16:14,  2.07it/s]
overall:  37%|███▋      | 1497/4000 [13:28<20:07,  2.07it/s]

train:  43%|████▎     | 1497/3515 [13:26<16:13,  2.07it/s]
overall:  37%|███▋      | 1498/4000 [13:29<20:34,  2.03it/s]

train:  43%|████▎     | 1498/3515 [13:26<16:35,  2.03it/s]
overall:  37%|███▋      | 1499/4000 [13:29<21:36,  1.93it/s]

train:  43%|████▎     | 1499/3515 [13:27<17:24,  1.93it/s]train loss: 1.7397501468658447
train per: 0.5302311159873113

overall:  38%|███▊      | 1500/4000 [13:30<21:50,  1.91it/s]

train:  43%|████▎     | 1500/3515 [13:27<17:36,  1.91it/s]
overall:  38%|███▊      | 1501/4000 [13:30<21:23,  1.95it/s]

train:  43%|████▎     | 1501/3515 [13:28<17:14,  1.95it/s]
overall:  38%|███▊      | 1502/4000 [13:31<21:10,  1.97it/s]

train:  43%|████▎     | 1502/3515 [13:28<17:03,  1.97it/s]
overall:  38%|███▊      | 1503/4000 [13:31<21:08,  1.97it/s]

train:  43%|████▎     | 1503/3515 [13:29<17:02,  1.97it/s]
overall:  38%|███▊      | 1504/4000 [13:32<21:03,  1.98it/s]

train:  43%|████▎     | 1504/3515 [13:29<16:57,  1.98it/s]
overall:  38%|███▊      | 1505/4000 [13:32<19:19,  2.15it/s]

train:  43%|████▎     | 1505/3515 [13:30<15:34,  2.15it/s]
overall:  38%|███▊      | 1506/4000 [13:33<19:35,  2.12it/s]

train:  43%|████▎     | 1506/3515 [13:30<15:46,  2.12it/s]
overall:  38%|███▊      | 1507/4000 [13:33<20:36,  2.02it/s]

train:  43%|████▎     | 1507/3515 [13:31<16:36,  2.02it/s]
overall:  38%|███▊      | 1508/4000 [13:34<21:01,  1.98it/s]

train:  43%|████▎     | 1508/3515 [13:31<16:55,  1.98it/s]
overall:  38%|███▊      | 1509/4000 [13:34<16:42,  2.48it/s]

train:  43%|████▎     | 1509/3515 [13:32<13:27,  2.48it/s]
overall:  38%|███▊      | 1510/4000 [13:35<18:06,  2.29it/s]

train:  43%|████▎     | 1510/3515 [13:32<14:34,  2.29it/s]
overall:  38%|███▊      | 1511/4000 [13:35<18:47,  2.21it/s]

train:  43%|████▎     | 1511/3515 [13:33<15:08,  2.21it/s]
overall:  38%|███▊      | 1512/4000 [13:36<18:47,  2.21it/s]

train:  43%|████▎     | 1512/3515 [13:33<15:07,  2.21it/s]
overall:  38%|███▊      | 1513/4000 [13:36<19:06,  2.17it/s]

train:  43%|████▎     | 1513/3515 [13:34<15:22,  2.17it/s]
overall:  38%|███▊      | 1514/4000 [13:37<19:42,  2.10it/s]

train:  43%|████▎     | 1514/3515 [13:34<15:52,  2.10it/s]
overall:  38%|███▊      | 1515/4000 [13:37<18:37,  2.22it/s]

train:  43%|████▎     | 1515/3515 [13:34<14:59,  2.22it/s]
overall:  38%|███▊      | 1516/4000 [13:37<19:26,  2.13it/s]

train:  43%|████▎     | 1516/3515 [13:35<15:38,  2.13it/s]
overall:  38%|███▊      | 1517/4000 [13:38<20:39,  2.00it/s]

train:  43%|████▎     | 1517/3515 [13:36<16:37,  2.00it/s]
overall:  38%|███▊      | 1518/4000 [13:39<20:35,  2.01it/s]

train:  43%|████▎     | 1518/3515 [13:36<16:33,  2.01it/s]
overall:  38%|███▊      | 1519/4000 [13:39<20:40,  2.00it/s]

train:  43%|████▎     | 1519/3515 [13:37<16:37,  2.00it/s]train loss: 1.7059097290039062
train per: 0.5192692828146144

overall:  38%|███▊      | 1520/4000 [13:39<16:48,  2.46it/s]

train:  43%|████▎     | 1520/3515 [13:37<13:31,  2.46it/s]
overall:  38%|███▊      | 1521/4000 [13:40<18:07,  2.28it/s]

train:  43%|████▎     | 1521/3515 [13:37<14:34,  2.28it/s]
overall:  38%|███▊      | 1522/4000 [13:40<19:40,  2.10it/s]

train:  43%|████▎     | 1522/3515 [13:38<15:49,  2.10it/s]
overall:  38%|███▊      | 1523/4000 [13:41<20:53,  1.98it/s]

train:  43%|████▎     | 1523/3515 [13:38<16:48,  1.98it/s]
overall:  38%|███▊      | 1524/4000 [13:41<20:50,  1.98it/s]

train:  43%|████▎     | 1524/3515 [13:39<16:45,  1.98it/s]
overall:  38%|███▊      | 1525/4000 [13:42<20:46,  1.99it/s]

train:  43%|████▎     | 1525/3515 [13:39<16:41,  1.99it/s]
overall:  38%|███▊      | 1526/4000 [13:42<20:57,  1.97it/s]

train:  43%|████▎     | 1526/3515 [13:40<16:50,  1.97it/s]
overall:  38%|███▊      | 1527/4000 [13:43<17:37,  2.34it/s]

train:  43%|████▎     | 1527/3515 [13:40<14:10,  2.34it/s]
overall:  38%|███▊      | 1528/4000 [13:43<18:41,  2.20it/s]

train:  43%|████▎     | 1528/3515 [13:41<15:01,  2.20it/s]
overall:  38%|███▊      | 1529/4000 [13:43<16:09,  2.55it/s]

train:  43%|████▎     | 1529/3515 [13:41<12:59,  2.55it/s]
overall:  38%|███▊      | 1530/4000 [13:44<17:29,  2.35it/s]

train:  44%|████▎     | 1530/3515 [13:41<14:03,  2.35it/s]
overall:  38%|███▊      | 1531/4000 [13:44<19:31,  2.11it/s]

train:  44%|████▎     | 1531/3515 [13:42<15:41,  2.11it/s]
overall:  38%|███▊      | 1532/4000 [13:45<20:17,  2.03it/s]

train:  44%|████▎     | 1532/3515 [13:43<16:18,  2.03it/s]
overall:  38%|███▊      | 1533/4000 [13:45<19:12,  2.14it/s]

train:  44%|████▎     | 1533/3515 [13:43<15:25,  2.14it/s]
overall:  38%|███▊      | 1534/4000 [13:46<19:17,  2.13it/s]

train:  44%|████▎     | 1534/3515 [13:43<15:29,  2.13it/s]
overall:  38%|███▊      | 1535/4000 [13:46<19:44,  2.08it/s]

train:  44%|████▎     | 1535/3515 [13:44<15:51,  2.08it/s]
overall:  38%|███▊      | 1536/4000 [13:47<16:02,  2.56it/s]

train:  44%|████▎     | 1536/3515 [13:44<12:52,  2.56it/s]
overall:  38%|███▊      | 1537/4000 [13:47<12:42,  3.23it/s]

train:  44%|████▎     | 1537/3515 [13:44<10:12,  3.23it/s]
overall:  38%|███▊      | 1538/4000 [13:47<14:34,  2.82it/s]

train:  44%|████▍     | 1538/3515 [13:45<11:42,  2.82it/s]
overall:  38%|███▊      | 1539/4000 [13:48<16:38,  2.46it/s]

train:  44%|████▍     | 1539/3515 [13:45<13:21,  2.46it/s]train loss: 1.779178261756897
train per: 0.5303705981854528

overall:  38%|███▊      | 1540/4000 [13:48<18:13,  2.25it/s]

train:  44%|████▍     | 1540/3515 [13:46<14:38,  2.25it/s]
overall:  39%|███▊      | 1541/4000 [13:49<20:21,  2.01it/s]

train:  44%|████▍     | 1541/3515 [13:46<16:20,  2.01it/s]
overall:  39%|███▊      | 1542/4000 [13:49<20:42,  1.98it/s]

train:  44%|████▍     | 1542/3515 [13:47<16:37,  1.98it/s]
overall:  39%|███▊      | 1543/4000 [13:50<20:22,  2.01it/s]

train:  44%|████▍     | 1543/3515 [13:47<16:21,  2.01it/s]
overall:  39%|███▊      | 1544/4000 [13:50<19:44,  2.07it/s]

train:  44%|████▍     | 1544/3515 [13:48<15:50,  2.07it/s]
overall:  39%|███▊      | 1545/4000 [13:51<17:07,  2.39it/s]

train:  44%|████▍     | 1545/3515 [13:48<13:44,  2.39it/s]
overall:  39%|███▊      | 1546/4000 [13:51<18:45,  2.18it/s]

train:  44%|████▍     | 1546/3515 [13:49<15:03,  2.18it/s]
overall:  39%|███▊      | 1547/4000 [13:52<20:12,  2.02it/s]

train:  44%|████▍     | 1547/3515 [13:49<16:13,  2.02it/s]
overall:  39%|███▊      | 1548/4000 [13:52<20:10,  2.03it/s]

train:  44%|████▍     | 1548/3515 [13:50<16:11,  2.03it/s]
overall:  39%|███▊      | 1549/4000 [13:53<18:52,  2.16it/s]

train:  44%|████▍     | 1549/3515 [13:50<15:08,  2.16it/s]
overall:  39%|███▉      | 1550/4000 [13:53<19:37,  2.08it/s]

train:  44%|████▍     | 1550/3515 [13:51<15:44,  2.08it/s]
overall:  39%|███▉      | 1551/4000 [13:54<20:05,  2.03it/s]

train:  44%|████▍     | 1551/3515 [13:51<16:06,  2.03it/s]
overall:  39%|███▉      | 1552/4000 [13:54<20:18,  2.01it/s]

train:  44%|████▍     | 1552/3515 [13:52<16:17,  2.01it/s]
overall:  39%|███▉      | 1553/4000 [13:55<20:33,  1.98it/s]

train:  44%|████▍     | 1553/3515 [13:52<16:28,  1.98it/s]
overall:  39%|███▉      | 1554/4000 [13:55<20:35,  1.98it/s]

train:  44%|████▍     | 1554/3515 [13:53<16:30,  1.98it/s]
overall:  39%|███▉      | 1555/4000 [13:56<19:54,  2.05it/s]

train:  44%|████▍     | 1555/3515 [13:53<15:57,  2.05it/s]
overall:  39%|███▉      | 1556/4000 [13:56<19:11,  2.12it/s]

train:  44%|████▍     | 1556/3515 [13:54<15:23,  2.12it/s]
overall:  39%|███▉      | 1557/4000 [13:57<19:55,  2.04it/s]

train:  44%|████▍     | 1557/3515 [13:54<15:58,  2.04it/s]
overall:  39%|███▉      | 1558/4000 [13:57<20:01,  2.03it/s]

train:  44%|████▍     | 1558/3515 [13:55<16:02,  2.03it/s]
overall:  39%|███▉      | 1559/4000 [13:58<19:59,  2.04it/s]

train:  44%|████▍     | 1559/3515 [13:55<16:01,  2.04it/s]train loss: 1.7695562839508057
train per: 0.53030568999674

overall:  39%|███▉      | 1560/4000 [13:58<20:19,  2.00it/s]

train:  44%|████▍     | 1560/3515 [13:56<16:17,  2.00it/s]
overall:  39%|███▉      | 1561/4000 [13:59<20:22,  1.99it/s]

train:  44%|████▍     | 1561/3515 [13:56<16:19,  1.99it/s]
overall:  39%|███▉      | 1562/4000 [13:59<19:52,  2.04it/s]

train:  44%|████▍     | 1562/3515 [13:57<15:55,  2.04it/s]
overall:  39%|███▉      | 1563/4000 [13:59<16:40,  2.43it/s]

train:  44%|████▍     | 1563/3515 [13:57<13:21,  2.44it/s]
overall:  39%|███▉      | 1564/4000 [14:00<17:43,  2.29it/s]

train:  44%|████▍     | 1564/3515 [13:57<14:11,  2.29it/s]
overall:  39%|███▉      | 1565/4000 [14:00<18:45,  2.16it/s]

train:  45%|████▍     | 1565/3515 [13:58<15:01,  2.16it/s]
overall:  39%|███▉      | 1566/4000 [14:00<14:43,  2.75it/s]

train:  45%|████▍     | 1566/3515 [13:58<11:47,  2.75it/s]
overall:  39%|███▉      | 1567/4000 [14:01<16:16,  2.49it/s]

train:  45%|████▍     | 1567/3515 [13:58<13:02,  2.49it/s]
overall:  39%|███▉      | 1568/4000 [14:01<13:08,  3.09it/s]

train:  45%|████▍     | 1568/3515 [13:59<10:30,  3.09it/s]
overall:  39%|███▉      | 1569/4000 [14:02<15:16,  2.65it/s]

train:  45%|████▍     | 1569/3515 [13:59<12:13,  2.65it/s]
overall:  39%|███▉      | 1570/4000 [14:02<17:30,  2.31it/s]

train:  45%|████▍     | 1570/3515 [14:00<14:01,  2.31it/s]
overall:  39%|███▉      | 1571/4000 [14:02<16:13,  2.50it/s]

train:  45%|████▍     | 1571/3515 [14:00<12:58,  2.50it/s]
overall:  39%|███▉      | 1572/4000 [14:03<17:30,  2.31it/s]

train:  45%|████▍     | 1572/3515 [14:00<14:00,  2.31it/s]
overall:  39%|███▉      | 1573/4000 [14:03<17:53,  2.26it/s]

train:  45%|████▍     | 1573/3515 [14:01<14:18,  2.26it/s]
overall:  39%|███▉      | 1574/4000 [14:04<17:41,  2.29it/s]

train:  45%|████▍     | 1574/3515 [14:01<14:09,  2.29it/s]
overall:  39%|███▉      | 1575/4000 [14:04<18:43,  2.16it/s]

train:  45%|████▍     | 1575/3515 [14:02<14:58,  2.16it/s]
overall:  39%|███▉      | 1576/4000 [14:05<19:32,  2.07it/s]

train:  45%|████▍     | 1576/3515 [14:02<15:37,  2.07it/s]
overall:  39%|███▉      | 1577/4000 [14:05<19:34,  2.06it/s]

train:  45%|████▍     | 1577/3515 [14:03<15:39,  2.06it/s]
overall:  39%|███▉      | 1578/4000 [14:06<18:38,  2.17it/s]

train:  45%|████▍     | 1578/3515 [14:03<14:54,  2.17it/s]
overall:  39%|███▉      | 1579/4000 [14:06<20:26,  1.97it/s]

train:  45%|████▍     | 1579/3515 [14:04<16:20,  1.97it/s]train loss: 1.7553666830062866
train per: 0.5339854860575773

overall:  40%|███▉      | 1580/4000 [14:07<20:14,  1.99it/s]

train:  45%|████▍     | 1580/3515 [14:04<16:11,  1.99it/s]
overall:  40%|███▉      | 1581/4000 [14:07<18:48,  2.14it/s]

train:  45%|████▍     | 1581/3515 [14:05<15:01,  2.14it/s]
overall:  40%|███▉      | 1582/4000 [14:08<19:04,  2.11it/s]

train:  45%|████▌     | 1582/3515 [14:05<15:15,  2.11it/s]
overall:  40%|███▉      | 1583/4000 [14:08<19:29,  2.07it/s]

train:  45%|████▌     | 1583/3515 [14:06<15:34,  2.07it/s]
overall:  40%|███▉      | 1584/4000 [14:09<19:02,  2.11it/s]

train:  45%|████▌     | 1584/3515 [14:06<15:13,  2.11it/s]
overall:  40%|███▉      | 1585/4000 [14:09<19:45,  2.04it/s]

train:  45%|████▌     | 1585/3515 [14:07<15:47,  2.04it/s]
overall:  40%|███▉      | 1586/4000 [14:10<19:41,  2.04it/s]

train:  45%|████▌     | 1586/3515 [14:07<15:44,  2.04it/s]
overall:  40%|███▉      | 1587/4000 [14:10<19:54,  2.02it/s]

train:  45%|████▌     | 1587/3515 [14:08<15:54,  2.02it/s]
overall:  40%|███▉      | 1588/4000 [14:11<20:08,  2.00it/s]

train:  45%|████▌     | 1588/3515 [14:08<16:05,  2.00it/s]
overall:  40%|███▉      | 1589/4000 [14:11<21:46,  1.85it/s]

train:  45%|████▌     | 1589/3515 [14:09<17:23,  1.85it/s]
overall:  40%|███▉      | 1590/4000 [14:12<20:46,  1.93it/s]

train:  45%|████▌     | 1590/3515 [14:09<16:35,  1.93it/s]
overall:  40%|███▉      | 1591/4000 [14:12<20:54,  1.92it/s]

train:  45%|████▌     | 1591/3515 [14:10<16:41,  1.92it/s]
overall:  40%|███▉      | 1592/4000 [14:13<20:31,  1.96it/s]

train:  45%|████▌     | 1592/3515 [14:10<16:23,  1.96it/s]
overall:  40%|███▉      | 1593/4000 [14:13<20:21,  1.97it/s]

train:  45%|████▌     | 1593/3515 [14:11<16:15,  1.97it/s]
overall:  40%|███▉      | 1594/4000 [14:14<21:01,  1.91it/s]

train:  45%|████▌     | 1594/3515 [14:11<16:47,  1.91it/s]
overall:  40%|███▉      | 1595/4000 [14:15<21:45,  1.84it/s]

train:  45%|████▌     | 1595/3515 [14:12<17:21,  1.84it/s]
overall:  40%|███▉      | 1596/4000 [14:15<21:15,  1.88it/s]

train:  45%|████▌     | 1596/3515 [14:13<16:58,  1.88it/s]
overall:  40%|███▉      | 1597/4000 [14:16<20:51,  1.92it/s]

train:  45%|████▌     | 1597/3515 [14:13<16:39,  1.92it/s]
overall:  40%|███▉      | 1598/4000 [14:16<17:04,  2.34it/s]

train:  45%|████▌     | 1598/3515 [14:13<13:37,  2.34it/s]
overall:  40%|███▉      | 1599/4000 [14:16<13:10,  3.04it/s]

train:  45%|████▌     | 1599/3515 [14:13<10:30,  3.04it/s]train loss: 1.748964548110962
train per: 0.5286617809456882

overall:  40%|████      | 1600/4000 [14:16<15:29,  2.58it/s]

train:  46%|████▌     | 1600/3515 [14:14<12:21,  2.58it/s]
overall:  40%|████      | 1601/4000 [14:17<16:46,  2.38it/s]

train:  46%|████▌     | 1601/3515 [14:14<13:22,  2.38it/s]
overall:  40%|████      | 1602/4000 [14:17<17:19,  2.31it/s]

train:  46%|████▌     | 1602/3515 [14:15<13:49,  2.31it/s]
overall:  40%|████      | 1603/4000 [14:18<19:25,  2.06it/s]

train:  46%|████▌     | 1603/3515 [14:15<15:29,  2.06it/s]
overall:  40%|████      | 1604/4000 [14:18<19:35,  2.04it/s]

train:  46%|████▌     | 1604/3515 [14:16<15:37,  2.04it/s]
overall:  40%|████      | 1605/4000 [14:19<19:10,  2.08it/s]

train:  46%|████▌     | 1605/3515 [14:16<15:17,  2.08it/s]
overall:  40%|████      | 1606/4000 [14:19<19:43,  2.02it/s]

train:  46%|████▌     | 1606/3515 [14:17<15:43,  2.02it/s]
overall:  40%|████      | 1607/4000 [14:20<20:00,  1.99it/s]

train:  46%|████▌     | 1607/3515 [14:17<15:57,  1.99it/s]
overall:  40%|████      | 1608/4000 [14:20<20:03,  1.99it/s]

train:  46%|████▌     | 1608/3515 [14:18<15:59,  1.99it/s]
overall:  40%|████      | 1609/4000 [14:21<20:22,  1.96it/s]

train:  46%|████▌     | 1609/3515 [14:18<16:14,  1.96it/s]
overall:  40%|████      | 1610/4000 [14:21<20:12,  1.97it/s]

train:  46%|████▌     | 1610/3515 [14:19<16:06,  1.97it/s]
overall:  40%|████      | 1611/4000 [14:22<20:03,  1.98it/s]

train:  46%|████▌     | 1611/3515 [14:19<15:59,  1.98it/s]
overall:  40%|████      | 1612/4000 [14:22<19:50,  2.01it/s]

train:  46%|████▌     | 1612/3515 [14:20<15:48,  2.01it/s]
overall:  40%|████      | 1613/4000 [14:23<20:52,  1.91it/s]

train:  46%|████▌     | 1613/3515 [14:21<16:37,  1.91it/s]
overall:  40%|████      | 1614/4000 [14:23<16:03,  2.48it/s]

train:  46%|████▌     | 1614/3515 [14:21<12:47,  2.48it/s]
overall:  40%|████      | 1615/4000 [14:24<17:27,  2.28it/s]

train:  46%|████▌     | 1615/3515 [14:21<13:54,  2.28it/s]
overall:  40%|████      | 1616/4000 [14:24<18:25,  2.16it/s]

train:  46%|████▌     | 1616/3515 [14:22<14:40,  2.16it/s]
overall:  40%|████      | 1617/4000 [14:25<17:31,  2.27it/s]

train:  46%|████▌     | 1617/3515 [14:22<13:57,  2.27it/s]
overall:  40%|████      | 1618/4000 [14:25<18:29,  2.15it/s]

train:  46%|████▌     | 1618/3515 [14:23<14:43,  2.15it/s]
overall:  40%|████      | 1619/4000 [14:26<19:22,  2.05it/s]

train:  46%|████▌     | 1619/3515 [14:23<15:26,  2.05it/s]train loss: 1.7131576538085938
train per: 0.5205360681728102

overall:  40%|████      | 1620/4000 [14:26<19:42,  2.01it/s]

train:  46%|████▌     | 1620/3515 [14:24<15:41,  2.01it/s]
overall:  41%|████      | 1621/4000 [14:27<19:30,  2.03it/s]

train:  46%|████▌     | 1621/3515 [14:24<15:31,  2.03it/s]
overall:  41%|████      | 1622/4000 [14:27<19:28,  2.04it/s]

train:  46%|████▌     | 1622/3515 [14:25<15:30,  2.04it/s]
overall:  41%|████      | 1623/4000 [14:28<19:30,  2.03it/s]

train:  46%|████▌     | 1623/3515 [14:25<15:31,  2.03it/s]
overall:  41%|████      | 1624/4000 [14:28<16:00,  2.47it/s]

train:  46%|████▌     | 1624/3515 [14:25<12:44,  2.47it/s]
overall:  41%|████      | 1625/4000 [14:28<17:09,  2.31it/s]

train:  46%|████▌     | 1625/3515 [14:26<13:39,  2.31it/s]
overall:  41%|████      | 1626/4000 [14:28<13:30,  2.93it/s]

train:  46%|████▋     | 1626/3515 [14:26<10:44,  2.93it/s]
overall:  41%|████      | 1627/4000 [14:29<16:57,  2.33it/s]

train:  46%|████▋     | 1627/3515 [14:27<13:29,  2.33it/s]
overall:  41%|████      | 1628/4000 [14:30<17:24,  2.27it/s]

train:  46%|████▋     | 1628/3515 [14:27<13:50,  2.27it/s]
overall:  41%|████      | 1629/4000 [14:30<18:27,  2.14it/s]

train:  46%|████▋     | 1629/3515 [14:28<14:40,  2.14it/s]
overall:  41%|████      | 1630/4000 [14:31<18:51,  2.09it/s]

train:  46%|████▋     | 1630/3515 [14:28<15:00,  2.09it/s]
overall:  41%|████      | 1631/4000 [14:31<19:09,  2.06it/s]

train:  46%|████▋     | 1631/3515 [14:29<15:13,  2.06it/s]
overall:  41%|████      | 1632/4000 [14:32<18:28,  2.14it/s]

train:  46%|████▋     | 1632/3515 [14:29<14:41,  2.14it/s]
overall:  41%|████      | 1633/4000 [14:32<18:05,  2.18it/s]

train:  46%|████▋     | 1633/3515 [14:29<14:22,  2.18it/s]
overall:  41%|████      | 1634/4000 [14:32<18:55,  2.08it/s]

train:  46%|████▋     | 1634/3515 [14:30<15:03,  2.08it/s]
overall:  41%|████      | 1635/4000 [14:33<19:20,  2.04it/s]

train:  47%|████▋     | 1635/3515 [14:30<15:22,  2.04it/s]
overall:  41%|████      | 1636/4000 [14:34<19:36,  2.01it/s]

train:  47%|████▋     | 1636/3515 [14:31<15:35,  2.01it/s]
overall:  41%|████      | 1637/4000 [14:34<21:12,  1.86it/s]

train:  47%|████▋     | 1637/3515 [14:32<16:51,  1.86it/s]
overall:  41%|████      | 1638/4000 [14:34<18:31,  2.12it/s]

train:  47%|████▋     | 1638/3515 [14:32<14:43,  2.12it/s]
overall:  41%|████      | 1639/4000 [14:35<18:49,  2.09it/s]

train:  47%|████▋     | 1639/3515 [14:32<14:57,  2.09it/s]train loss: 1.730634093284607
train per: 0.5233749112666058

overall:  41%|████      | 1640/4000 [14:35<18:42,  2.10it/s]

train:  47%|████▋     | 1640/3515 [14:33<14:52,  2.10it/s]
overall:  41%|████      | 1641/4000 [14:36<15:16,  2.57it/s]

train:  47%|████▋     | 1641/3515 [14:33<12:08,  2.57it/s]
overall:  41%|████      | 1642/4000 [14:36<17:16,  2.27it/s]

train:  47%|████▋     | 1642/3515 [14:34<13:43,  2.27it/s]
overall:  41%|████      | 1643/4000 [14:37<17:26,  2.25it/s]

train:  47%|████▋     | 1643/3515 [14:34<13:50,  2.25it/s]
overall:  41%|████      | 1644/4000 [14:37<18:03,  2.17it/s]

train:  47%|████▋     | 1644/3515 [14:35<14:20,  2.17it/s]
overall:  41%|████      | 1645/4000 [14:38<18:25,  2.13it/s]

train:  47%|████▋     | 1645/3515 [14:35<14:38,  2.13it/s]
overall:  41%|████      | 1646/4000 [14:38<19:06,  2.05it/s]

train:  47%|████▋     | 1646/3515 [14:36<15:10,  2.05it/s]
overall:  41%|████      | 1647/4000 [14:39<19:29,  2.01it/s]

train:  47%|████▋     | 1647/3515 [14:36<15:28,  2.01it/s]
overall:  41%|████      | 1648/4000 [14:39<19:46,  1.98it/s]

train:  47%|████▋     | 1648/3515 [14:37<15:41,  1.98it/s]
overall:  41%|████      | 1649/4000 [14:40<19:50,  1.97it/s]

train:  47%|████▋     | 1649/3515 [14:37<15:45,  1.97it/s]
overall:  41%|████▏     | 1650/4000 [14:40<19:52,  1.97it/s]

train:  47%|████▋     | 1650/3515 [14:38<15:46,  1.97it/s]
overall:  41%|████▏     | 1651/4000 [14:41<21:11,  1.85it/s]

train:  47%|████▋     | 1651/3515 [14:38<16:49,  1.85it/s]
overall:  41%|████▏     | 1652/4000 [14:41<20:45,  1.89it/s]

train:  47%|████▋     | 1652/3515 [14:39<16:28,  1.89it/s]
overall:  41%|████▏     | 1653/4000 [14:42<20:13,  1.93it/s]

train:  47%|████▋     | 1653/3515 [14:39<16:03,  1.93it/s]
overall:  41%|████▏     | 1654/4000 [14:42<19:12,  2.04it/s]

train:  47%|████▋     | 1654/3515 [14:40<15:14,  2.04it/s]
overall:  41%|████▏     | 1655/4000 [14:43<19:08,  2.04it/s]

train:  47%|████▋     | 1655/3515 [14:40<15:11,  2.04it/s]
overall:  41%|████▏     | 1656/4000 [14:43<19:36,  1.99it/s]

train:  47%|████▋     | 1656/3515 [14:41<15:32,  1.99it/s]
overall:  41%|████▏     | 1657/4000 [14:44<19:47,  1.97it/s]

train:  47%|████▋     | 1657/3515 [14:41<15:41,  1.97it/s]
overall:  41%|████▏     | 1658/4000 [14:44<18:35,  2.10it/s]

train:  47%|████▋     | 1658/3515 [14:42<14:44,  2.10it/s]
overall:  41%|████▏     | 1659/4000 [14:45<18:46,  2.08it/s]

train:  47%|████▋     | 1659/3515 [14:42<14:52,  2.08it/s]train loss: 1.7057288885116577
train per: 0.519153475909294

overall:  42%|████▏     | 1660/4000 [14:45<18:55,  2.06it/s]

train:  47%|████▋     | 1660/3515 [14:43<15:00,  2.06it/s]
overall:  42%|████▏     | 1661/4000 [14:46<20:44,  1.88it/s]

train:  47%|████▋     | 1661/3515 [14:43<16:26,  1.88it/s]
overall:  42%|████▏     | 1662/4000 [14:46<20:11,  1.93it/s]

train:  47%|████▋     | 1662/3515 [14:44<15:59,  1.93it/s]
overall:  42%|████▏     | 1663/4000 [14:46<16:11,  2.40it/s]

train:  47%|████▋     | 1663/3515 [14:44<12:50,  2.40it/s]
overall:  42%|████▏     | 1664/4000 [14:47<16:35,  2.35it/s]

train:  47%|████▋     | 1664/3515 [14:44<13:08,  2.35it/s]
overall:  42%|████▏     | 1665/4000 [14:47<15:55,  2.44it/s]

train:  47%|████▋     | 1665/3515 [14:45<12:36,  2.44it/s]
overall:  42%|████▏     | 1666/4000 [14:48<16:59,  2.29it/s]

train:  47%|████▋     | 1666/3515 [14:45<13:27,  2.29it/s]
overall:  42%|████▏     | 1667/4000 [14:48<18:07,  2.15it/s]

train:  47%|████▋     | 1667/3515 [14:46<14:21,  2.15it/s]
overall:  42%|████▏     | 1668/4000 [14:49<18:49,  2.06it/s]

train:  47%|████▋     | 1668/3515 [14:46<14:54,  2.06it/s]
overall:  42%|████▏     | 1669/4000 [14:49<18:15,  2.13it/s]

train:  47%|████▋     | 1669/3515 [14:47<14:27,  2.13it/s]
overall:  42%|████▏     | 1670/4000 [14:50<18:55,  2.05it/s]

train:  48%|████▊     | 1670/3515 [14:47<14:58,  2.05it/s]
overall:  42%|████▏     | 1671/4000 [14:50<18:51,  2.06it/s]

train:  48%|████▊     | 1671/3515 [14:48<14:56,  2.06it/s]
overall:  42%|████▏     | 1672/4000 [14:51<19:12,  2.02it/s]

train:  48%|████▊     | 1672/3515 [14:48<15:12,  2.02it/s]
overall:  42%|████▏     | 1673/4000 [14:51<19:24,  2.00it/s]

train:  48%|████▊     | 1673/3515 [14:49<15:21,  2.00it/s]
overall:  42%|████▏     | 1674/4000 [14:52<19:32,  1.98it/s]

train:  48%|████▊     | 1674/3515 [14:49<15:27,  1.98it/s]
overall:  42%|████▏     | 1675/4000 [14:52<20:41,  1.87it/s]

train:  48%|████▊     | 1675/3515 [14:50<16:22,  1.87it/s]
overall:  42%|████▏     | 1676/4000 [14:53<20:41,  1.87it/s]

train:  48%|████▊     | 1676/3515 [14:50<16:22,  1.87it/s]
overall:  42%|████▏     | 1677/4000 [14:53<20:30,  1.89it/s]

train:  48%|████▊     | 1677/3515 [14:51<16:13,  1.89it/s]
overall:  42%|████▏     | 1678/4000 [14:54<20:13,  1.91it/s]

train:  48%|████▊     | 1678/3515 [14:52<16:00,  1.91it/s]
overall:  42%|████▏     | 1679/4000 [14:55<20:21,  1.90it/s]

train:  48%|████▊     | 1679/3515 [14:52<16:06,  1.90it/s]train loss: 1.7162212133407593
train per: 0.5169750872662937

overall:  42%|████▏     | 1680/4000 [14:55<20:13,  1.91it/s]

train:  48%|████▊     | 1680/3515 [14:53<16:00,  1.91it/s]
overall:  42%|████▏     | 1681/4000 [14:56<19:57,  1.94it/s]

train:  48%|████▊     | 1681/3515 [14:53<15:47,  1.94it/s]
overall:  42%|████▏     | 1682/4000 [14:56<19:40,  1.96it/s]

train:  48%|████▊     | 1682/3515 [14:54<15:33,  1.96it/s]
overall:  42%|████▏     | 1683/4000 [14:57<19:19,  2.00it/s]

train:  48%|████▊     | 1683/3515 [14:54<15:16,  2.00it/s]
overall:  42%|████▏     | 1684/4000 [14:57<19:42,  1.96it/s]

train:  48%|████▊     | 1684/3515 [14:55<15:35,  1.96it/s]
overall:  42%|████▏     | 1685/4000 [14:58<20:45,  1.86it/s]

train:  48%|████▊     | 1685/3515 [14:55<16:24,  1.86it/s]
overall:  42%|████▏     | 1686/4000 [14:58<20:14,  1.91it/s]

train:  48%|████▊     | 1686/3515 [14:56<15:59,  1.91it/s]
overall:  42%|████▏     | 1687/4000 [14:59<19:59,  1.93it/s]

train:  48%|████▊     | 1687/3515 [14:56<15:47,  1.93it/s]
overall:  42%|████▏     | 1688/4000 [14:59<20:06,  1.92it/s]

train:  48%|████▊     | 1688/3515 [14:57<15:53,  1.92it/s]
overall:  42%|████▏     | 1689/4000 [15:00<19:52,  1.94it/s]

train:  48%|████▊     | 1689/3515 [14:57<15:42,  1.94it/s]
overall:  42%|████▏     | 1690/4000 [15:00<20:22,  1.89it/s]

train:  48%|████▊     | 1690/3515 [14:58<16:05,  1.89it/s]
overall:  42%|████▏     | 1691/4000 [15:01<19:11,  2.01it/s]

train:  48%|████▊     | 1691/3515 [14:58<15:09,  2.01it/s]
overall:  42%|████▏     | 1692/4000 [15:01<19:01,  2.02it/s]

train:  48%|████▊     | 1692/3515 [14:59<15:01,  2.02it/s]
overall:  42%|████▏     | 1693/4000 [15:02<18:37,  2.06it/s]

train:  48%|████▊     | 1693/3515 [14:59<14:42,  2.06it/s]
overall:  42%|████▏     | 1694/4000 [15:02<18:56,  2.03it/s]

train:  48%|████▊     | 1694/3515 [15:00<14:57,  2.03it/s]
overall:  42%|████▏     | 1695/4000 [15:03<19:02,  2.02it/s]

train:  48%|████▊     | 1695/3515 [15:00<15:02,  2.02it/s]
overall:  42%|████▏     | 1696/4000 [15:03<17:37,  2.18it/s]

train:  48%|████▊     | 1696/3515 [15:01<13:54,  2.18it/s]
overall:  42%|████▏     | 1697/4000 [15:04<18:33,  2.07it/s]

train:  48%|████▊     | 1697/3515 [15:01<14:39,  2.07it/s]
overall:  42%|████▏     | 1698/4000 [15:04<19:02,  2.01it/s]

train:  48%|████▊     | 1698/3515 [15:02<15:01,  2.01it/s]
overall:  42%|████▏     | 1699/4000 [15:05<19:29,  1.97it/s]

train:  48%|████▊     | 1699/3515 [15:02<15:23,  1.97it/s]train loss: 1.7028391361236572
train per: 0.5197084964423764

overall:  42%|████▎     | 1700/4000 [15:05<16:38,  2.30it/s]

train:  48%|████▊     | 1700/3515 [15:02<13:08,  2.30it/s]
overall:  43%|████▎     | 1701/4000 [15:05<17:12,  2.23it/s]

train:  48%|████▊     | 1701/3515 [15:03<13:34,  2.23it/s]
overall:  43%|████▎     | 1702/4000 [15:06<18:06,  2.12it/s]

train:  48%|████▊     | 1702/3515 [15:03<14:16,  2.12it/s]
overall:  43%|████▎     | 1703/4000 [15:06<18:49,  2.03it/s]

train:  48%|████▊     | 1703/3515 [15:04<14:51,  2.03it/s]
overall:  43%|████▎     | 1704/4000 [15:07<19:04,  2.01it/s]

train:  48%|████▊     | 1704/3515 [15:04<15:03,  2.01it/s]
overall:  43%|████▎     | 1705/4000 [15:07<19:24,  1.97it/s]

train:  49%|████▊     | 1705/3515 [15:05<15:18,  1.97it/s]
overall:  43%|████▎     | 1706/4000 [15:08<19:40,  1.94it/s]

train:  49%|████▊     | 1706/3515 [15:06<15:31,  1.94it/s]
overall:  43%|████▎     | 1707/4000 [15:09<19:30,  1.96it/s]

train:  49%|████▊     | 1707/3515 [15:06<15:22,  1.96it/s]
overall:  43%|████▎     | 1708/4000 [15:09<19:25,  1.97it/s]

train:  49%|████▊     | 1708/3515 [15:07<15:18,  1.97it/s]
overall:  43%|████▎     | 1709/4000 [15:10<20:55,  1.83it/s]

train:  49%|████▊     | 1709/3515 [15:07<16:29,  1.83it/s]
overall:  43%|████▎     | 1710/4000 [15:10<20:27,  1.87it/s]

train:  49%|████▊     | 1710/3515 [15:08<16:07,  1.87it/s]
overall:  43%|████▎     | 1711/4000 [15:11<20:02,  1.90it/s]

train:  49%|████▊     | 1711/3515 [15:08<15:47,  1.90it/s]
overall:  43%|████▎     | 1712/4000 [15:11<20:01,  1.90it/s]

train:  49%|████▊     | 1712/3515 [15:09<15:46,  1.90it/s]
overall:  43%|████▎     | 1713/4000 [15:12<19:16,  1.98it/s]

train:  49%|████▊     | 1713/3515 [15:09<15:11,  1.98it/s]
overall:  43%|████▎     | 1714/4000 [15:12<20:14,  1.88it/s]

train:  49%|████▉     | 1714/3515 [15:10<15:56,  1.88it/s]
overall:  43%|████▎     | 1715/4000 [15:13<20:12,  1.88it/s]

train:  49%|████▉     | 1715/3515 [15:10<15:55,  1.88it/s]
overall:  43%|████▎     | 1716/4000 [15:13<20:06,  1.89it/s]

train:  49%|████▉     | 1716/3515 [15:11<15:49,  1.89it/s]
overall:  43%|████▎     | 1717/4000 [15:14<19:39,  1.94it/s]

train:  49%|████▉     | 1717/3515 [15:11<15:28,  1.94it/s]
overall:  43%|████▎     | 1718/4000 [15:14<19:28,  1.95it/s]

train:  49%|████▉     | 1718/3515 [15:12<15:20,  1.95it/s]
overall:  43%|████▎     | 1719/4000 [15:15<18:43,  2.03it/s]

train:  49%|████▉     | 1719/3515 [15:12<14:44,  2.03it/s]train loss: 1.6915079355239868
train per: 0.5140191088490044

overall:  43%|████▎     | 1720/4000 [15:15<18:58,  2.00it/s]

train:  49%|████▉     | 1720/3515 [15:13<14:56,  2.00it/s]
overall:  43%|████▎     | 1721/4000 [15:16<19:22,  1.96it/s]

train:  49%|████▉     | 1721/3515 [15:13<15:15,  1.96it/s]
overall:  43%|████▎     | 1722/4000 [15:16<19:31,  1.94it/s]

train:  49%|████▉     | 1722/3515 [15:14<15:21,  1.94it/s]
overall:  43%|████▎     | 1723/4000 [15:17<20:41,  1.83it/s]

train:  49%|████▉     | 1723/3515 [15:14<16:17,  1.83it/s]
overall:  43%|████▎     | 1724/4000 [15:17<20:19,  1.87it/s]

train:  49%|████▉     | 1724/3515 [15:15<15:59,  1.87it/s]
overall:  43%|████▎     | 1725/4000 [15:18<20:06,  1.89it/s]

train:  49%|████▉     | 1725/3515 [15:15<15:49,  1.89it/s]
overall:  43%|████▎     | 1726/4000 [15:18<16:09,  2.34it/s]

train:  49%|████▉     | 1726/3515 [15:16<12:42,  2.35it/s]
overall:  43%|████▎     | 1727/4000 [15:19<17:05,  2.22it/s]

train:  49%|████▉     | 1727/3515 [15:16<13:26,  2.22it/s]
overall:  43%|████▎     | 1728/4000 [15:19<13:10,  2.87it/s]

train:  49%|████▉     | 1728/3515 [15:16<10:21,  2.87it/s]
overall:  43%|████▎     | 1729/4000 [15:19<14:46,  2.56it/s]

train:  49%|████▉     | 1729/3515 [15:17<11:36,  2.56it/s]
overall:  43%|████▎     | 1730/4000 [15:20<13:22,  2.83it/s]

train:  49%|████▉     | 1730/3515 [15:17<10:30,  2.83it/s]
overall:  43%|████▎     | 1731/4000 [15:20<14:53,  2.54it/s]

train:  49%|████▉     | 1731/3515 [15:17<11:42,  2.54it/s]
overall:  43%|████▎     | 1732/4000 [15:20<15:59,  2.36it/s]

train:  49%|████▉     | 1732/3515 [15:18<12:34,  2.36it/s]
overall:  43%|████▎     | 1733/4000 [15:21<15:53,  2.38it/s]

train:  49%|████▉     | 1733/3515 [15:18<12:29,  2.38it/s]
overall:  43%|████▎     | 1734/4000 [15:21<16:38,  2.27it/s]

train:  49%|████▉     | 1734/3515 [15:19<13:04,  2.27it/s]
overall:  43%|████▎     | 1735/4000 [15:22<17:32,  2.15it/s]

train:  49%|████▉     | 1735/3515 [15:19<13:47,  2.15it/s]
overall:  43%|████▎     | 1736/4000 [15:22<16:33,  2.28it/s]

train:  49%|████▉     | 1736/3515 [15:20<13:00,  2.28it/s]
overall:  43%|████▎     | 1737/4000 [15:23<17:13,  2.19it/s]

train:  49%|████▉     | 1737/3515 [15:20<13:32,  2.19it/s]
overall:  43%|████▎     | 1738/4000 [15:23<18:26,  2.05it/s]

train:  49%|████▉     | 1738/3515 [15:21<14:28,  2.05it/s]
overall:  43%|████▎     | 1739/4000 [15:24<14:48,  2.55it/s]

train:  49%|████▉     | 1739/3515 [15:21<11:37,  2.55it/s]train loss: 1.7505521774291992
train per: 0.5298625313899604

overall:  44%|████▎     | 1740/4000 [15:24<15:59,  2.36it/s]

train:  50%|████▉     | 1740/3515 [15:22<12:33,  2.36it/s]
overall:  44%|████▎     | 1741/4000 [15:25<17:03,  2.21it/s]

train:  50%|████▉     | 1741/3515 [15:22<13:23,  2.21it/s]
overall:  44%|████▎     | 1742/4000 [15:25<15:06,  2.49it/s]

train:  50%|████▉     | 1742/3515 [15:22<11:52,  2.49it/s]
overall:  44%|████▎     | 1743/4000 [15:25<16:06,  2.34it/s]

train:  50%|████▉     | 1743/3515 [15:23<12:38,  2.34it/s]
overall:  44%|████▎     | 1744/4000 [15:26<17:14,  2.18it/s]

train:  50%|████▉     | 1744/3515 [15:23<13:32,  2.18it/s]
overall:  44%|████▎     | 1745/4000 [15:26<17:51,  2.11it/s]

train:  50%|████▉     | 1745/3515 [15:24<14:00,  2.11it/s]
overall:  44%|████▎     | 1746/4000 [15:26<13:42,  2.74it/s]

train:  50%|████▉     | 1746/3515 [15:24<10:45,  2.74it/s]
overall:  44%|████▎     | 1747/4000 [15:27<16:41,  2.25it/s]

train:  50%|████▉     | 1747/3515 [15:25<13:06,  2.25it/s]
overall:  44%|████▎     | 1748/4000 [15:28<17:14,  2.18it/s]

train:  50%|████▉     | 1748/3515 [15:25<13:31,  2.18it/s]
overall:  44%|████▎     | 1749/4000 [15:28<17:47,  2.11it/s]

train:  50%|████▉     | 1749/3515 [15:26<13:57,  2.11it/s]
overall:  44%|████▍     | 1750/4000 [15:28<17:04,  2.20it/s]

train:  50%|████▉     | 1750/3515 [15:26<13:23,  2.20it/s]
overall:  44%|████▍     | 1751/4000 [15:29<17:48,  2.11it/s]

train:  50%|████▉     | 1751/3515 [15:27<13:57,  2.11it/s]
overall:  44%|████▍     | 1752/4000 [15:29<15:22,  2.44it/s]

train:  50%|████▉     | 1752/3515 [15:27<12:03,  2.44it/s]
overall:  44%|████▍     | 1753/4000 [15:30<15:49,  2.37it/s]

train:  50%|████▉     | 1753/3515 [15:27<12:24,  2.37it/s]
overall:  44%|████▍     | 1754/4000 [15:30<16:32,  2.26it/s]

train:  50%|████▉     | 1754/3515 [15:28<12:58,  2.26it/s]
overall:  44%|████▍     | 1755/4000 [15:31<17:29,  2.14it/s]

train:  50%|████▉     | 1755/3515 [15:28<13:42,  2.14it/s]
overall:  44%|████▍     | 1756/4000 [15:31<17:56,  2.08it/s]

train:  50%|████▉     | 1756/3515 [15:29<14:03,  2.08it/s]
overall:  44%|████▍     | 1757/4000 [15:32<19:57,  1.87it/s]

train:  50%|████▉     | 1757/3515 [15:29<15:38,  1.87it/s]
overall:  44%|████▍     | 1758/4000 [15:32<19:51,  1.88it/s]

train:  50%|█████     | 1758/3515 [15:30<15:33,  1.88it/s]
overall:  44%|████▍     | 1759/4000 [15:33<19:20,  1.93it/s]

train:  50%|█████     | 1759/3515 [15:30<15:09,  1.93it/s]train loss: 1.7204654216766357
train per: 0.5221026592455164

overall:  44%|████▍     | 1760/4000 [15:33<19:17,  1.94it/s]

train:  50%|█████     | 1760/3515 [15:31<15:07,  1.93it/s]
overall:  44%|████▍     | 1761/4000 [15:34<18:35,  2.01it/s]

train:  50%|█████     | 1761/3515 [15:31<14:33,  2.01it/s]
overall:  44%|████▍     | 1762/4000 [15:34<19:23,  1.92it/s]

train:  50%|█████     | 1762/3515 [15:32<15:11,  1.92it/s]
overall:  44%|████▍     | 1763/4000 [15:35<19:55,  1.87it/s]

train:  50%|█████     | 1763/3515 [15:33<15:36,  1.87it/s]
overall:  44%|████▍     | 1764/4000 [15:36<19:30,  1.91it/s]

train:  50%|█████     | 1764/3515 [15:33<15:16,  1.91it/s]
overall:  44%|████▍     | 1765/4000 [15:36<18:46,  1.98it/s]

train:  50%|█████     | 1765/3515 [15:33<14:41,  1.98it/s]
overall:  44%|████▍     | 1766/4000 [15:36<18:50,  1.98it/s]

train:  50%|█████     | 1766/3515 [15:34<14:44,  1.98it/s]
overall:  44%|████▍     | 1767/4000 [15:37<15:55,  2.34it/s]

train:  50%|█████     | 1767/3515 [15:34<12:27,  2.34it/s]
overall:  44%|████▍     | 1768/4000 [15:37<16:39,  2.23it/s]

train:  50%|█████     | 1768/3515 [15:35<13:02,  2.23it/s]
overall:  44%|████▍     | 1769/4000 [15:38<17:28,  2.13it/s]

train:  50%|█████     | 1769/3515 [15:35<13:40,  2.13it/s]
overall:  44%|████▍     | 1770/4000 [15:38<14:00,  2.65it/s]

train:  50%|█████     | 1770/3515 [15:35<10:58,  2.65it/s]
overall:  44%|████▍     | 1771/4000 [15:38<16:08,  2.30it/s]

train:  50%|█████     | 1771/3515 [15:36<12:37,  2.30it/s]
overall:  44%|████▍     | 1772/4000 [15:39<16:24,  2.26it/s]

train:  50%|█████     | 1772/3515 [15:36<12:50,  2.26it/s]
overall:  44%|████▍     | 1773/4000 [15:39<17:26,  2.13it/s]

train:  50%|█████     | 1773/3515 [15:37<13:38,  2.13it/s]
overall:  44%|████▍     | 1774/4000 [15:40<17:55,  2.07it/s]

train:  50%|█████     | 1774/3515 [15:38<14:01,  2.07it/s]
overall:  44%|████▍     | 1775/4000 [15:41<18:13,  2.03it/s]

train:  50%|█████     | 1775/3515 [15:38<14:15,  2.03it/s]
overall:  44%|████▍     | 1776/4000 [15:41<18:34,  2.00it/s]

train:  51%|█████     | 1776/3515 [15:39<14:31,  2.00it/s]
overall:  44%|████▍     | 1777/4000 [15:42<18:51,  1.96it/s]

train:  51%|█████     | 1777/3515 [15:39<14:44,  1.96it/s]
overall:  44%|████▍     | 1778/4000 [15:42<18:58,  1.95it/s]

train:  51%|█████     | 1778/3515 [15:40<14:49,  1.95it/s]
overall:  44%|████▍     | 1779/4000 [15:42<15:49,  2.34it/s]

train:  51%|█████     | 1779/3515 [15:40<12:21,  2.34it/s]train loss: 1.7251765727996826
train per: 0.5219447643786606

overall:  44%|████▍     | 1780/4000 [15:43<14:45,  2.51it/s]

train:  51%|█████     | 1780/3515 [15:40<11:32,  2.50it/s]
overall:  45%|████▍     | 1781/4000 [15:43<17:02,  2.17it/s]

train:  51%|█████     | 1781/3515 [15:41<13:18,  2.17it/s]
overall:  45%|████▍     | 1782/4000 [15:44<17:59,  2.06it/s]

train:  51%|█████     | 1782/3515 [15:41<14:03,  2.06it/s]
overall:  45%|████▍     | 1783/4000 [15:44<14:33,  2.54it/s]

train:  51%|█████     | 1783/3515 [15:41<11:22,  2.54it/s]
overall:  45%|████▍     | 1784/4000 [15:44<15:13,  2.43it/s]

train:  51%|█████     | 1784/3515 [15:42<11:53,  2.43it/s]
overall:  45%|████▍     | 1785/4000 [15:45<15:26,  2.39it/s]

train:  51%|█████     | 1785/3515 [15:42<12:03,  2.39it/s]
overall:  45%|████▍     | 1786/4000 [15:45<16:40,  2.21it/s]

train:  51%|█████     | 1786/3515 [15:43<13:01,  2.21it/s]
overall:  45%|████▍     | 1787/4000 [15:46<17:42,  2.08it/s]

train:  51%|█████     | 1787/3515 [15:43<13:49,  2.08it/s]
overall:  45%|████▍     | 1788/4000 [15:46<14:39,  2.51it/s]

train:  51%|█████     | 1788/3515 [15:44<11:26,  2.51it/s]
overall:  45%|████▍     | 1789/4000 [15:47<15:11,  2.42it/s]

train:  51%|█████     | 1789/3515 [15:44<11:51,  2.43it/s]
overall:  45%|████▍     | 1790/4000 [15:47<15:36,  2.36it/s]

train:  51%|█████     | 1790/3515 [15:45<12:10,  2.36it/s]
overall:  45%|████▍     | 1791/4000 [15:47<15:08,  2.43it/s]

train:  51%|█████     | 1791/3515 [15:45<11:49,  2.43it/s]
overall:  45%|████▍     | 1792/4000 [15:48<16:13,  2.27it/s]

train:  51%|█████     | 1792/3515 [15:45<12:39,  2.27it/s]
overall:  45%|████▍     | 1793/4000 [15:48<16:53,  2.18it/s]

train:  51%|█████     | 1793/3515 [15:46<13:10,  2.18it/s]
overall:  45%|████▍     | 1794/4000 [15:49<17:40,  2.08it/s]

train:  51%|█████     | 1794/3515 [15:46<13:47,  2.08it/s]
overall:  45%|████▍     | 1795/4000 [15:50<18:30,  1.99it/s]

train:  51%|█████     | 1795/3515 [15:47<14:26,  1.99it/s]
overall:  45%|████▍     | 1796/4000 [15:50<18:44,  1.96it/s]

train:  51%|█████     | 1796/3515 [15:48<14:37,  1.96it/s]
overall:  45%|████▍     | 1797/4000 [15:51<18:32,  1.98it/s]

train:  51%|█████     | 1797/3515 [15:48<14:27,  1.98it/s]
overall:  45%|████▍     | 1798/4000 [15:51<14:09,  2.59it/s]

train:  51%|█████     | 1798/3515 [15:48<11:02,  2.59it/s]
overall:  45%|████▍     | 1799/4000 [15:51<15:27,  2.37it/s]

train:  51%|█████     | 1799/3515 [15:49<12:03,  2.37it/s]train loss: 1.7849960327148438
train per: 0.542569680489463

overall:  45%|████▌     | 1800/4000 [15:52<16:53,  2.17it/s]

train:  51%|█████     | 1800/3515 [15:49<13:10,  2.17it/s]
overall:  45%|████▌     | 1801/4000 [15:52<17:26,  2.10it/s]

train:  51%|█████     | 1801/3515 [15:50<13:35,  2.10it/s]
overall:  45%|████▌     | 1802/4000 [15:53<17:54,  2.04it/s]

train:  51%|█████▏    | 1802/3515 [15:50<13:57,  2.04it/s]
overall:  45%|████▌     | 1803/4000 [15:53<17:59,  2.04it/s]

train:  51%|█████▏    | 1803/3515 [15:51<14:00,  2.04it/s]
overall:  45%|████▌     | 1804/4000 [15:53<15:07,  2.42it/s]

train:  51%|█████▏    | 1804/3515 [15:51<11:46,  2.42it/s]
overall:  45%|████▌     | 1805/4000 [15:54<17:42,  2.07it/s]

train:  51%|█████▏    | 1805/3515 [15:52<13:47,  2.07it/s]
overall:  45%|████▌     | 1806/4000 [15:55<18:02,  2.03it/s]

train:  51%|█████▏    | 1806/3515 [15:52<14:03,  2.03it/s]
overall:  45%|████▌     | 1807/4000 [15:55<17:40,  2.07it/s]

train:  51%|█████▏    | 1807/3515 [15:53<13:45,  2.07it/s]
overall:  45%|████▌     | 1808/4000 [15:56<18:12,  2.01it/s]

train:  51%|█████▏    | 1808/3515 [15:53<14:11,  2.01it/s]
overall:  45%|████▌     | 1809/4000 [15:56<18:32,  1.97it/s]

train:  51%|█████▏    | 1809/3515 [15:54<14:26,  1.97it/s]
overall:  45%|████▌     | 1810/4000 [15:57<18:41,  1.95it/s]

train:  51%|█████▏    | 1810/3515 [15:54<14:33,  1.95it/s]
overall:  45%|████▌     | 1811/4000 [15:57<19:30,  1.87it/s]

train:  52%|█████▏    | 1811/3515 [15:55<15:11,  1.87it/s]
overall:  45%|████▌     | 1812/4000 [15:58<19:20,  1.89it/s]

train:  52%|█████▏    | 1812/3515 [15:55<15:03,  1.89it/s]
overall:  45%|████▌     | 1813/4000 [15:58<16:37,  2.19it/s]

train:  52%|█████▏    | 1813/3515 [15:56<12:56,  2.19it/s]
overall:  45%|████▌     | 1814/4000 [15:59<17:28,  2.09it/s]

train:  52%|█████▏    | 1814/3515 [15:56<13:35,  2.09it/s]
overall:  45%|████▌     | 1815/4000 [15:59<17:54,  2.03it/s]

train:  52%|█████▏    | 1815/3515 [15:57<13:56,  2.03it/s]
overall:  45%|████▌     | 1816/4000 [16:00<18:06,  2.01it/s]

train:  52%|█████▏    | 1816/3515 [15:57<14:05,  2.01it/s]
overall:  45%|████▌     | 1817/4000 [16:00<18:05,  2.01it/s]

train:  52%|█████▏    | 1817/3515 [15:58<14:04,  2.01it/s]
overall:  45%|████▌     | 1818/4000 [16:01<17:58,  2.02it/s]

train:  52%|█████▏    | 1818/3515 [15:58<13:58,  2.02it/s]
overall:  45%|████▌     | 1819/4000 [16:01<19:11,  1.89it/s]

train:  52%|█████▏    | 1819/3515 [15:59<14:55,  1.89it/s]train loss: 1.7458776235580444
train per: 0.5265753424657534

overall:  46%|████▌     | 1820/4000 [16:02<18:00,  2.02it/s]

train:  52%|█████▏    | 1820/3515 [15:59<14:00,  2.02it/s]
overall:  46%|████▌     | 1821/4000 [16:02<18:06,  2.01it/s]

train:  52%|█████▏    | 1821/3515 [16:00<14:04,  2.01it/s]
overall:  46%|████▌     | 1822/4000 [16:03<18:08,  2.00it/s]

train:  52%|█████▏    | 1822/3515 [16:00<14:06,  2.00it/s]
overall:  46%|████▌     | 1823/4000 [16:03<18:16,  1.99it/s]

train:  52%|█████▏    | 1823/3515 [16:01<14:11,  1.99it/s]
overall:  46%|████▌     | 1824/4000 [16:04<18:24,  1.97it/s]

train:  52%|█████▏    | 1824/3515 [16:01<14:18,  1.97it/s]
overall:  46%|████▌     | 1825/4000 [16:04<18:38,  1.94it/s]

train:  52%|█████▏    | 1825/3515 [16:02<14:29,  1.94it/s]
overall:  46%|████▌     | 1826/4000 [16:05<18:40,  1.94it/s]

train:  52%|█████▏    | 1826/3515 [16:02<14:30,  1.94it/s]
overall:  46%|████▌     | 1827/4000 [16:05<18:33,  1.95it/s]

train:  52%|█████▏    | 1827/3515 [16:03<14:24,  1.95it/s]
overall:  46%|████▌     | 1828/4000 [16:06<18:25,  1.96it/s]

train:  52%|█████▏    | 1828/3515 [16:03<14:18,  1.96it/s]
overall:  46%|████▌     | 1829/4000 [16:06<20:04,  1.80it/s]

train:  52%|█████▏    | 1829/3515 [16:04<15:35,  1.80it/s]
overall:  46%|████▌     | 1830/4000 [16:07<19:34,  1.85it/s]

train:  52%|█████▏    | 1830/3515 [16:04<15:11,  1.85it/s]
overall:  46%|████▌     | 1831/4000 [16:07<19:06,  1.89it/s]

train:  52%|█████▏    | 1831/3515 [16:05<14:50,  1.89it/s]
overall:  46%|████▌     | 1832/4000 [16:08<18:42,  1.93it/s]

train:  52%|█████▏    | 1832/3515 [16:05<14:31,  1.93it/s]
overall:  46%|████▌     | 1833/4000 [16:08<18:51,  1.92it/s]

train:  52%|█████▏    | 1833/3515 [16:06<14:38,  1.92it/s]
overall:  46%|████▌     | 1834/4000 [16:09<17:46,  2.03it/s]

train:  52%|█████▏    | 1834/3515 [16:06<13:47,  2.03it/s]
overall:  46%|████▌     | 1835/4000 [16:09<17:58,  2.01it/s]

train:  52%|█████▏    | 1835/3515 [16:07<13:57,  2.01it/s]
overall:  46%|████▌     | 1836/4000 [16:10<17:20,  2.08it/s]

train:  52%|█████▏    | 1836/3515 [16:07<13:27,  2.08it/s]
overall:  46%|████▌     | 1837/4000 [16:10<17:29,  2.06it/s]

train:  52%|█████▏    | 1837/3515 [16:08<13:34,  2.06it/s]
overall:  46%|████▌     | 1838/4000 [16:11<17:40,  2.04it/s]

train:  52%|█████▏    | 1838/3515 [16:08<13:42,  2.04it/s]
overall:  46%|████▌     | 1839/4000 [16:11<16:20,  2.20it/s]

train:  52%|█████▏    | 1839/3515 [16:09<12:40,  2.20it/s]train loss: 1.7181144952774048
train per: 0.5229512300584875

overall:  46%|████▌     | 1840/4000 [16:12<16:55,  2.13it/s]

train:  52%|█████▏    | 1840/3515 [16:09<13:07,  2.13it/s]
overall:  46%|████▌     | 1841/4000 [16:12<17:02,  2.11it/s]

train:  52%|█████▏    | 1841/3515 [16:10<13:12,  2.11it/s]
overall:  46%|████▌     | 1842/4000 [16:13<17:29,  2.06it/s]

train:  52%|█████▏    | 1842/3515 [16:10<13:33,  2.06it/s]
overall:  46%|████▌     | 1843/4000 [16:13<18:29,  1.94it/s]

train:  52%|█████▏    | 1843/3515 [16:11<14:20,  1.94it/s]
overall:  46%|████▌     | 1844/4000 [16:13<14:57,  2.40it/s]

train:  52%|█████▏    | 1844/3515 [16:11<11:35,  2.40it/s]
overall:  46%|████▌     | 1845/4000 [16:14<13:58,  2.57it/s]

train:  52%|█████▏    | 1845/3515 [16:11<10:49,  2.57it/s]
overall:  46%|████▌     | 1846/4000 [16:14<14:55,  2.41it/s]

train:  53%|█████▎    | 1846/3515 [16:12<11:33,  2.41it/s]
overall:  46%|████▌     | 1847/4000 [16:15<15:40,  2.29it/s]

train:  53%|█████▎    | 1847/3515 [16:12<12:08,  2.29it/s]
overall:  46%|████▌     | 1848/4000 [16:15<15:58,  2.24it/s]

train:  53%|█████▎    | 1848/3515 [16:13<12:22,  2.24it/s]
overall:  46%|████▌     | 1849/4000 [16:16<16:27,  2.18it/s]

train:  53%|█████▎    | 1849/3515 [16:13<12:44,  2.18it/s]
overall:  46%|████▋     | 1850/4000 [16:16<16:56,  2.11it/s]

train:  53%|█████▎    | 1850/3515 [16:14<13:07,  2.11it/s]
overall:  46%|████▋     | 1851/4000 [16:16<13:38,  2.63it/s]

train:  53%|█████▎    | 1851/3515 [16:14<10:33,  2.63it/s]
overall:  46%|████▋     | 1852/4000 [16:17<15:16,  2.34it/s]

train:  53%|█████▎    | 1852/3515 [16:14<11:49,  2.34it/s]
overall:  46%|████▋     | 1853/4000 [16:18<17:34,  2.04it/s]

train:  53%|█████▎    | 1853/3515 [16:15<13:36,  2.04it/s]
overall:  46%|████▋     | 1854/4000 [16:18<17:52,  2.00it/s]

train:  53%|█████▎    | 1854/3515 [16:16<13:49,  2.00it/s]
overall:  46%|████▋     | 1855/4000 [16:19<18:09,  1.97it/s]

train:  53%|█████▎    | 1855/3515 [16:16<14:02,  1.97it/s]
overall:  46%|████▋     | 1856/4000 [16:19<18:22,  1.94it/s]

train:  53%|█████▎    | 1856/3515 [16:17<14:13,  1.94it/s]
overall:  46%|████▋     | 1857/4000 [16:19<15:42,  2.27it/s]

train:  53%|█████▎    | 1857/3515 [16:17<12:08,  2.27it/s]
overall:  46%|████▋     | 1858/4000 [16:20<16:40,  2.14it/s]

train:  53%|█████▎    | 1858/3515 [16:17<12:54,  2.14it/s]
overall:  46%|████▋     | 1859/4000 [16:20<17:30,  2.04it/s]

train:  53%|█████▎    | 1859/3515 [16:18<13:32,  2.04it/s]train loss: 1.7286745309829712
train per: 0.526129222836887

overall:  46%|████▋     | 1860/4000 [16:21<17:47,  2.00it/s]

train:  53%|█████▎    | 1860/3515 [16:18<13:46,  2.00it/s]
overall:  47%|████▋     | 1861/4000 [16:21<18:02,  1.98it/s]

train:  53%|█████▎    | 1861/3515 [16:19<13:57,  1.98it/s]
overall:  47%|████▋     | 1862/4000 [16:22<18:27,  1.93it/s]

train:  53%|█████▎    | 1862/3515 [16:20<14:15,  1.93it/s]
overall:  47%|████▋     | 1863/4000 [16:22<17:43,  2.01it/s]

train:  53%|█████▎    | 1863/3515 [16:20<13:42,  2.01it/s]
overall:  47%|████▋     | 1864/4000 [16:23<17:31,  2.03it/s]

train:  53%|█████▎    | 1864/3515 [16:20<13:32,  2.03it/s]
overall:  47%|████▋     | 1865/4000 [16:23<17:43,  2.01it/s]

train:  53%|█████▎    | 1865/3515 [16:21<13:42,  2.01it/s]
overall:  47%|████▋     | 1866/4000 [16:24<17:17,  2.06it/s]

train:  53%|█████▎    | 1866/3515 [16:21<13:21,  2.06it/s]
overall:  47%|████▋     | 1867/4000 [16:24<15:45,  2.26it/s]

train:  53%|█████▎    | 1867/3515 [16:22<12:10,  2.26it/s]
overall:  47%|████▋     | 1868/4000 [16:25<16:17,  2.18it/s]

train:  53%|█████▎    | 1868/3515 [16:22<12:35,  2.18it/s]
overall:  47%|████▋     | 1869/4000 [16:25<17:07,  2.07it/s]

train:  53%|█████▎    | 1869/3515 [16:23<13:13,  2.07it/s]
overall:  47%|████▋     | 1870/4000 [16:26<17:15,  2.06it/s]

train:  53%|█████▎    | 1870/3515 [16:23<13:19,  2.06it/s]
overall:  47%|████▋     | 1871/4000 [16:26<16:55,  2.10it/s]

train:  53%|█████▎    | 1871/3515 [16:24<13:03,  2.10it/s]
overall:  47%|████▋     | 1872/4000 [16:26<14:16,  2.48it/s]

train:  53%|█████▎    | 1872/3515 [16:24<11:01,  2.48it/s]
overall:  47%|████▋     | 1873/4000 [16:27<15:11,  2.33it/s]

train:  53%|█████▎    | 1873/3515 [16:24<11:43,  2.33it/s]
overall:  47%|████▋     | 1874/4000 [16:28<16:16,  2.18it/s]

train:  53%|█████▎    | 1874/3515 [16:25<12:33,  2.18it/s]
overall:  47%|████▋     | 1875/4000 [16:28<16:40,  2.12it/s]

train:  53%|█████▎    | 1875/3515 [16:26<12:51,  2.12it/s]
overall:  47%|████▋     | 1876/4000 [16:28<13:01,  2.72it/s]

train:  53%|█████▎    | 1876/3515 [16:26<10:02,  2.72it/s]
overall:  47%|████▋     | 1877/4000 [16:29<16:10,  2.19it/s]

train:  53%|█████▎    | 1877/3515 [16:26<12:29,  2.19it/s]
overall:  47%|████▋     | 1878/4000 [16:29<14:19,  2.47it/s]

train:  53%|█████▎    | 1878/3515 [16:27<11:02,  2.47it/s]
overall:  47%|████▋     | 1879/4000 [16:30<15:28,  2.29it/s]

train:  53%|█████▎    | 1879/3515 [16:27<11:55,  2.29it/s]train loss: 1.7042468786239624
train per: 0.5239575663366877

overall:  47%|████▋     | 1880/4000 [16:30<15:14,  2.32it/s]

train:  53%|█████▎    | 1880/3515 [16:28<11:45,  2.32it/s]
overall:  47%|████▋     | 1881/4000 [16:31<16:15,  2.17it/s]

train:  54%|█████▎    | 1881/3515 [16:28<12:32,  2.17it/s]
overall:  47%|████▋     | 1882/4000 [16:31<17:21,  2.03it/s]

train:  54%|█████▎    | 1882/3515 [16:29<13:22,  2.03it/s]
overall:  47%|████▋     | 1883/4000 [16:32<18:27,  1.91it/s]

train:  54%|█████▎    | 1883/3515 [16:29<14:13,  1.91it/s]
overall:  47%|████▋     | 1884/4000 [16:32<18:30,  1.91it/s]

train:  54%|█████▎    | 1884/3515 [16:30<14:16,  1.91it/s]
overall:  47%|████▋     | 1885/4000 [16:33<18:18,  1.92it/s]

train:  54%|█████▎    | 1885/3515 [16:30<14:06,  1.92it/s]
overall:  47%|████▋     | 1886/4000 [16:33<17:30,  2.01it/s]

train:  54%|█████▎    | 1886/3515 [16:31<13:29,  2.01it/s]
overall:  47%|████▋     | 1887/4000 [16:33<15:05,  2.33it/s]

train:  54%|█████▎    | 1887/3515 [16:31<11:37,  2.33it/s]
overall:  47%|████▋     | 1888/4000 [16:34<15:47,  2.23it/s]

train:  54%|█████▎    | 1888/3515 [16:31<12:09,  2.23it/s]
overall:  47%|████▋     | 1889/4000 [16:34<13:55,  2.53it/s]

train:  54%|█████▎    | 1889/3515 [16:32<10:43,  2.53it/s]
overall:  47%|████▋     | 1890/4000 [16:35<14:50,  2.37it/s]

train:  54%|█████▍    | 1890/3515 [16:32<11:26,  2.37it/s]
overall:  47%|████▋     | 1891/4000 [16:35<13:56,  2.52it/s]

train:  54%|█████▍    | 1891/3515 [16:33<10:44,  2.52it/s]
overall:  47%|████▋     | 1892/4000 [16:36<15:13,  2.31it/s]

train:  54%|█████▍    | 1892/3515 [16:33<11:43,  2.31it/s]
overall:  47%|████▋     | 1893/4000 [16:36<15:23,  2.28it/s]

train:  54%|█████▍    | 1893/3515 [16:34<11:50,  2.28it/s]
overall:  47%|████▋     | 1894/4000 [16:36<15:49,  2.22it/s]

train:  54%|█████▍    | 1894/3515 [16:34<12:10,  2.22it/s]
overall:  47%|████▋     | 1895/4000 [16:37<16:09,  2.17it/s]

train:  54%|█████▍    | 1895/3515 [16:34<12:25,  2.17it/s]
overall:  47%|████▋     | 1896/4000 [16:37<14:10,  2.47it/s]

train:  54%|█████▍    | 1896/3515 [16:35<10:54,  2.47it/s]
overall:  47%|████▋     | 1897/4000 [16:37<12:18,  2.85it/s]

train:  54%|█████▍    | 1897/3515 [16:35<09:28,  2.85it/s]
overall:  47%|████▋     | 1898/4000 [16:38<14:09,  2.47it/s]

train:  54%|█████▍    | 1898/3515 [16:36<10:53,  2.47it/s]
overall:  47%|████▋     | 1899/4000 [16:39<15:21,  2.28it/s]

train:  54%|█████▍    | 1899/3515 [16:36<11:49,  2.28it/s]train loss: 1.7199742794036865
train per: 0.5228537468258685

overall:  48%|████▊     | 1900/4000 [16:39<16:15,  2.15it/s]

train:  54%|█████▍    | 1900/3515 [16:37<12:30,  2.15it/s]
overall:  48%|████▊     | 1901/4000 [16:40<16:42,  2.09it/s]

train:  54%|█████▍    | 1901/3515 [16:37<12:50,  2.09it/s]
overall:  48%|████▊     | 1902/4000 [16:40<14:58,  2.33it/s]

train:  54%|█████▍    | 1902/3515 [16:37<11:30,  2.33it/s]
overall:  48%|████▊     | 1903/4000 [16:40<15:57,  2.19it/s]

train:  54%|█████▍    | 1903/3515 [16:38<12:16,  2.19it/s]
overall:  48%|████▊     | 1904/4000 [16:41<16:25,  2.13it/s]

train:  54%|█████▍    | 1904/3515 [16:38<12:37,  2.13it/s]
overall:  48%|████▊     | 1905/4000 [16:41<17:01,  2.05it/s]

train:  54%|█████▍    | 1905/3515 [16:39<13:05,  2.05it/s]
overall:  48%|████▊     | 1906/4000 [16:42<17:59,  1.94it/s]

train:  54%|█████▍    | 1906/3515 [16:40<13:49,  1.94it/s]
overall:  48%|████▊     | 1907/4000 [16:43<18:14,  1.91it/s]

train:  54%|█████▍    | 1907/3515 [16:40<14:00,  1.91it/s]
overall:  48%|████▊     | 1908/4000 [16:43<18:20,  1.90it/s]

train:  54%|█████▍    | 1908/3515 [16:41<14:05,  1.90it/s]
overall:  48%|████▊     | 1909/4000 [16:44<18:20,  1.90it/s]

train:  54%|█████▍    | 1909/3515 [16:41<14:05,  1.90it/s]
overall:  48%|████▊     | 1910/4000 [16:44<18:20,  1.90it/s]

train:  54%|█████▍    | 1910/3515 [16:42<14:05,  1.90it/s]
overall:  48%|████▊     | 1911/4000 [16:45<18:26,  1.89it/s]

train:  54%|█████▍    | 1911/3515 [16:42<14:09,  1.89it/s]
overall:  48%|████▊     | 1912/4000 [16:45<18:13,  1.91it/s]

train:  54%|█████▍    | 1912/3515 [16:43<13:59,  1.91it/s]
overall:  48%|████▊     | 1913/4000 [16:46<18:11,  1.91it/s]

train:  54%|█████▍    | 1913/3515 [16:43<13:58,  1.91it/s]
overall:  48%|████▊     | 1914/4000 [16:46<18:05,  1.92it/s]

train:  54%|█████▍    | 1914/3515 [16:44<13:52,  1.92it/s]
overall:  48%|████▊     | 1915/4000 [16:47<19:26,  1.79it/s]

train:  54%|█████▍    | 1915/3515 [16:44<14:55,  1.79it/s]
overall:  48%|████▊     | 1916/4000 [16:47<18:54,  1.84it/s]

train:  55%|█████▍    | 1916/3515 [16:45<14:30,  1.84it/s]
overall:  48%|████▊     | 1917/4000 [16:48<18:23,  1.89it/s]

train:  55%|█████▍    | 1917/3515 [16:45<14:06,  1.89it/s]
overall:  48%|████▊     | 1918/4000 [16:48<18:11,  1.91it/s]

train:  55%|█████▍    | 1918/3515 [16:46<13:57,  1.91it/s]
overall:  48%|████▊     | 1919/4000 [16:49<18:15,  1.90it/s]

train:  55%|█████▍    | 1919/3515 [16:46<14:00,  1.90it/s]train loss: 1.7423036098480225
train per: 0.5233843353127303

overall:  48%|████▊     | 1920/4000 [16:49<18:10,  1.91it/s]

train:  55%|█████▍    | 1920/3515 [16:47<13:56,  1.91it/s]
overall:  48%|████▊     | 1921/4000 [16:50<18:10,  1.91it/s]

train:  55%|█████▍    | 1921/3515 [16:47<13:55,  1.91it/s]
overall:  48%|████▊     | 1922/4000 [16:50<17:59,  1.93it/s]

train:  55%|█████▍    | 1922/3515 [16:48<13:47,  1.93it/s]
overall:  48%|████▊     | 1923/4000 [16:51<17:16,  2.00it/s]

train:  55%|█████▍    | 1923/3515 [16:48<13:14,  2.00it/s]
overall:  48%|████▊     | 1924/4000 [16:51<17:30,  1.98it/s]

train:  55%|█████▍    | 1924/3515 [16:49<13:24,  1.98it/s]
overall:  48%|████▊     | 1925/4000 [16:52<18:19,  1.89it/s]

train:  55%|█████▍    | 1925/3515 [16:50<14:02,  1.89it/s]
overall:  48%|████▊     | 1926/4000 [16:52<17:34,  1.97it/s]

train:  55%|█████▍    | 1926/3515 [16:50<13:27,  1.97it/s]
overall:  48%|████▊     | 1927/4000 [16:53<17:30,  1.97it/s]

train:  55%|█████▍    | 1927/3515 [16:50<13:24,  1.97it/s]
overall:  48%|████▊     | 1928/4000 [16:53<17:19,  1.99it/s]

train:  55%|█████▍    | 1928/3515 [16:51<13:16,  1.99it/s]
overall:  48%|████▊     | 1929/4000 [16:54<17:34,  1.96it/s]

train:  55%|█████▍    | 1929/3515 [16:52<13:27,  1.96it/s]
overall:  48%|████▊     | 1930/4000 [16:54<14:53,  2.32it/s]

train:  55%|█████▍    | 1930/3515 [16:52<11:23,  2.32it/s]
overall:  48%|████▊     | 1931/4000 [16:55<13:30,  2.55it/s]

train:  55%|█████▍    | 1931/3515 [16:52<10:20,  2.55it/s]
overall:  48%|████▊     | 1932/4000 [16:55<14:32,  2.37it/s]

train:  55%|█████▍    | 1932/3515 [16:53<11:08,  2.37it/s]
overall:  48%|████▊     | 1933/4000 [16:56<15:25,  2.23it/s]

train:  55%|█████▍    | 1933/3515 [16:53<11:48,  2.23it/s]
overall:  48%|████▊     | 1934/4000 [16:56<16:03,  2.14it/s]

train:  55%|█████▌    | 1934/3515 [16:54<12:17,  2.14it/s]
overall:  48%|████▊     | 1935/4000 [16:57<16:42,  2.06it/s]

train:  55%|█████▌    | 1935/3515 [16:54<12:47,  2.06it/s]
overall:  48%|████▊     | 1936/4000 [16:57<17:01,  2.02it/s]

train:  55%|█████▌    | 1936/3515 [16:55<13:01,  2.02it/s]
overall:  48%|████▊     | 1937/4000 [16:58<17:20,  1.98it/s]

train:  55%|█████▌    | 1937/3515 [16:55<13:16,  1.98it/s]
overall:  48%|████▊     | 1938/4000 [16:58<16:27,  2.09it/s]

train:  55%|█████▌    | 1938/3515 [16:56<12:35,  2.09it/s]
overall:  48%|████▊     | 1939/4000 [16:59<17:42,  1.94it/s]

train:  55%|█████▌    | 1939/3515 [16:56<13:32,  1.94it/s]train loss: 1.705672264099121
train per: 0.5176018292836143

overall:  48%|████▊     | 1940/4000 [16:59<17:14,  1.99it/s]

train:  55%|█████▌    | 1940/3515 [16:57<13:11,  1.99it/s]
overall:  49%|████▊     | 1941/4000 [17:00<17:04,  2.01it/s]

train:  55%|█████▌    | 1941/3515 [16:57<13:03,  2.01it/s]
overall:  49%|████▊     | 1942/4000 [17:00<17:15,  1.99it/s]

train:  55%|█████▌    | 1942/3515 [16:58<13:11,  1.99it/s]
overall:  49%|████▊     | 1943/4000 [17:01<17:25,  1.97it/s]

train:  55%|█████▌    | 1943/3515 [16:58<13:19,  1.97it/s]
overall:  49%|████▊     | 1944/4000 [17:01<15:15,  2.25it/s]

train:  55%|█████▌    | 1944/3515 [16:58<11:39,  2.25it/s]
overall:  49%|████▊     | 1945/4000 [17:01<15:52,  2.16it/s]

train:  55%|█████▌    | 1945/3515 [16:59<12:07,  2.16it/s]
overall:  49%|████▊     | 1946/4000 [17:02<16:26,  2.08it/s]

train:  55%|█████▌    | 1946/3515 [16:59<12:33,  2.08it/s]
overall:  49%|████▊     | 1947/4000 [17:02<16:06,  2.12it/s]

train:  55%|█████▌    | 1947/3515 [17:00<12:18,  2.12it/s]
overall:  49%|████▊     | 1948/4000 [17:03<13:04,  2.61it/s]

train:  55%|█████▌    | 1948/3515 [17:00<09:59,  2.61it/s]
overall:  49%|████▊     | 1949/4000 [17:03<15:59,  2.14it/s]

train:  55%|█████▌    | 1949/3515 [17:01<12:12,  2.14it/s]
overall:  49%|████▉     | 1950/4000 [17:04<16:19,  2.09it/s]

train:  55%|█████▌    | 1950/3515 [17:01<12:27,  2.09it/s]
overall:  49%|████▉     | 1951/4000 [17:04<16:32,  2.07it/s]

train:  56%|█████▌    | 1951/3515 [17:02<12:37,  2.07it/s]
overall:  49%|████▉     | 1952/4000 [17:05<16:36,  2.05it/s]

train:  56%|█████▌    | 1952/3515 [17:02<12:40,  2.05it/s]
overall:  49%|████▉     | 1953/4000 [17:05<16:14,  2.10it/s]

train:  56%|█████▌    | 1953/3515 [17:03<12:23,  2.10it/s]
overall:  49%|████▉     | 1954/4000 [17:06<15:57,  2.14it/s]

train:  56%|█████▌    | 1954/3515 [17:03<12:10,  2.14it/s]
overall:  49%|████▉     | 1955/4000 [17:06<17:19,  1.97it/s]

train:  56%|█████▌    | 1955/3515 [17:04<13:12,  1.97it/s]
overall:  49%|████▉     | 1956/4000 [17:07<17:24,  1.96it/s]

train:  56%|█████▌    | 1956/3515 [17:04<13:16,  1.96it/s]
overall:  49%|████▉     | 1957/4000 [17:07<17:20,  1.96it/s]

train:  56%|█████▌    | 1957/3515 [17:05<13:13,  1.96it/s]
overall:  49%|████▉     | 1958/4000 [17:08<17:21,  1.96it/s]

train:  56%|█████▌    | 1958/3515 [17:05<13:14,  1.96it/s]
overall:  49%|████▉     | 1959/4000 [17:08<17:13,  1.97it/s]

train:  56%|█████▌    | 1959/3515 [17:06<13:07,  1.97it/s]train loss: 1.755138635635376
train per: 0.5261875467419362

overall:  49%|████▉     | 1960/4000 [17:09<17:15,  1.97it/s]

train:  56%|█████▌    | 1960/3515 [17:06<13:09,  1.97it/s]
overall:  49%|████▉     | 1961/4000 [17:09<17:13,  1.97it/s]

train:  56%|█████▌    | 1961/3515 [17:07<13:07,  1.97it/s]
overall:  49%|████▉     | 1962/4000 [17:09<13:21,  2.54it/s]

train:  56%|█████▌    | 1962/3515 [17:07<10:10,  2.54it/s]
overall:  49%|████▉     | 1963/4000 [17:10<14:59,  2.26it/s]

train:  56%|█████▌    | 1963/3515 [17:07<11:25,  2.26it/s]
overall:  49%|████▉     | 1964/4000 [17:11<15:43,  2.16it/s]

train:  56%|█████▌    | 1964/3515 [17:08<11:59,  2.16it/s]
overall:  49%|████▉     | 1965/4000 [17:11<15:45,  2.15it/s]

train:  56%|█████▌    | 1965/3515 [17:08<12:00,  2.15it/s]
overall:  49%|████▉     | 1966/4000 [17:11<12:22,  2.74it/s]

train:  56%|█████▌    | 1966/3515 [17:09<09:25,  2.74it/s]
overall:  49%|████▉     | 1967/4000 [17:12<13:18,  2.54it/s]

train:  56%|█████▌    | 1967/3515 [17:09<10:08,  2.54it/s]
overall:  49%|████▉     | 1968/4000 [17:12<14:20,  2.36it/s]

train:  56%|█████▌    | 1968/3515 [17:10<10:55,  2.36it/s]
overall:  49%|████▉     | 1969/4000 [17:13<15:05,  2.24it/s]

train:  56%|█████▌    | 1969/3515 [17:10<11:29,  2.24it/s]
overall:  49%|████▉     | 1970/4000 [17:13<15:37,  2.16it/s]

train:  56%|█████▌    | 1970/3515 [17:11<11:53,  2.16it/s]
overall:  49%|████▉     | 1971/4000 [17:14<15:42,  2.15it/s]

train:  56%|█████▌    | 1971/3515 [17:11<11:57,  2.15it/s]
overall:  49%|████▉     | 1972/4000 [17:14<16:17,  2.07it/s]

train:  56%|█████▌    | 1972/3515 [17:12<12:23,  2.07it/s]
overall:  49%|████▉     | 1973/4000 [17:15<17:39,  1.91it/s]

train:  56%|█████▌    | 1973/3515 [17:12<13:26,  1.91it/s]
overall:  49%|████▉     | 1974/4000 [17:15<17:42,  1.91it/s]

train:  56%|█████▌    | 1974/3515 [17:13<13:28,  1.91it/s]
overall:  49%|████▉     | 1975/4000 [17:16<17:39,  1.91it/s]

train:  56%|█████▌    | 1975/3515 [17:13<13:25,  1.91it/s]
overall:  49%|████▉     | 1976/4000 [17:16<17:52,  1.89it/s]

train:  56%|█████▌    | 1976/3515 [17:14<13:35,  1.89it/s]
overall:  49%|████▉     | 1977/4000 [17:17<15:06,  2.23it/s]

train:  56%|█████▌    | 1977/3515 [17:14<11:28,  2.23it/s]
overall:  49%|████▉     | 1978/4000 [17:17<15:59,  2.11it/s]

train:  56%|█████▋    | 1978/3515 [17:15<12:09,  2.11it/s]
overall:  49%|████▉     | 1979/4000 [17:18<16:57,  1.99it/s]

train:  56%|█████▋    | 1979/3515 [17:15<12:53,  1.99it/s]train loss: 1.7627685070037842
train per: 0.528803044520905

overall:  50%|████▉     | 1980/4000 [17:18<17:11,  1.96it/s]

train:  56%|█████▋    | 1980/3515 [17:16<13:04,  1.96it/s]
overall:  50%|████▉     | 1981/4000 [17:19<17:20,  1.94it/s]

train:  56%|█████▋    | 1981/3515 [17:16<13:10,  1.94it/s]
overall:  50%|████▉     | 1982/4000 [17:19<16:48,  2.00it/s]

train:  56%|█████▋    | 1982/3515 [17:17<12:46,  2.00it/s]
overall:  50%|████▉     | 1983/4000 [17:20<16:44,  2.01it/s]

train:  56%|█████▋    | 1983/3515 [17:17<12:43,  2.01it/s]
overall:  50%|████▉     | 1984/4000 [17:20<16:58,  1.98it/s]

train:  56%|█████▋    | 1984/3515 [17:18<12:53,  1.98it/s]
overall:  50%|████▉     | 1985/4000 [17:21<16:54,  1.99it/s]

train:  56%|█████▋    | 1985/3515 [17:18<12:50,  1.99it/s]
overall:  50%|████▉     | 1986/4000 [17:21<16:54,  1.99it/s]

train:  57%|█████▋    | 1986/3515 [17:19<12:50,  1.99it/s]
overall:  50%|████▉     | 1987/4000 [17:21<14:20,  2.34it/s]

train:  57%|█████▋    | 1987/3515 [17:19<10:53,  2.34it/s]
overall:  50%|████▉     | 1988/4000 [17:22<15:19,  2.19it/s]

train:  57%|█████▋    | 1988/3515 [17:19<11:38,  2.19it/s]
overall:  50%|████▉     | 1989/4000 [17:22<11:44,  2.85it/s]

train:  57%|█████▋    | 1989/3515 [17:20<08:54,  2.85it/s]
overall:  50%|████▉     | 1990/4000 [17:23<13:24,  2.50it/s]

train:  57%|█████▋    | 1990/3515 [17:20<10:10,  2.50it/s]
overall:  50%|████▉     | 1991/4000 [17:23<13:16,  2.52it/s]

train:  57%|█████▋    | 1991/3515 [17:20<10:04,  2.52it/s]
overall:  50%|████▉     | 1992/4000 [17:23<14:09,  2.37it/s]

train:  57%|█████▋    | 1992/3515 [17:21<10:43,  2.37it/s]
overall:  50%|████▉     | 1993/4000 [17:24<12:42,  2.63it/s]

train:  57%|█████▋    | 1993/3515 [17:21<09:38,  2.63it/s]
overall:  50%|████▉     | 1994/4000 [17:24<13:53,  2.41it/s]

train:  57%|█████▋    | 1994/3515 [17:22<10:31,  2.41it/s]
overall:  50%|████▉     | 1995/4000 [17:25<14:38,  2.28it/s]

train:  57%|█████▋    | 1995/3515 [17:22<11:05,  2.28it/s]
overall:  50%|████▉     | 1996/4000 [17:25<15:23,  2.17it/s]

train:  57%|█████▋    | 1996/3515 [17:23<11:40,  2.17it/s]
overall:  50%|████▉     | 1997/4000 [17:26<17:01,  1.96it/s]

train:  57%|█████▋    | 1997/3515 [17:23<12:54,  1.96it/s]
overall:  50%|████▉     | 1998/4000 [17:26<17:19,  1.93it/s]

train:  57%|█████▋    | 1998/3515 [17:24<13:07,  1.93it/s]
overall:  50%|████▉     | 1999/4000 [17:27<17:19,  1.92it/s]

train:  57%|█████▋    | 1999/3515 [17:24<13:07,  1.92it/s]train loss: 1.7342056035995483
train per: 0.5210550552599263
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



word -> phonemes:   0%|          | 0/2703 [00:00<?, ?it/s]


word -> phonemes:  12%|█▏        | 326/2703 [00:00<00:00, 3251.34it/s]


word -> phonemes:  24%|██▍       | 652/2703 [00:00<00:00, 3107.36it/s]


word -> phonemes:  36%|███▌      | 964/2703 [00:00<00:00, 2968.19it/s]


word -> phonemes:  47%|████▋     | 1279/2703 [00:00<00:00, 3034.61it/s]


word -> phonemes:  59%|█████▊    | 1584/2703 [00:00<00:00, 2923.78it/s]


word -> phonemes:  69%|██████▉   | 1878/2703 [00:00<00:00, 2876.90it/s]


word -> phonemes:  81%|████████  | 2176/2703 [00:00<00:00, 2908.58it/s]


word -> phonemes:  92%|█████████▏| 2475/2703 [00:00<00:00, 2932.88it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 2938.76it/s]



dev:   0%|          | 0/2703 [00:00<?, ?it/s]


dev:   0%|          | 1/2703 [00:01<46:41,  1.04s/it]


dev:   0%|          | 3/2703 [00:01<15:05,  2.98it/s]


dev:   0%|          | 5/2703 [00:01<09:31,  4.72it/s]


dev:   0%|          | 7/2703 [00:01<07:10,  6.26it/s]


dev:   0%|          | 9/2703 [00:01<06:00,  7.48it/s]


dev:   0%|          | 11/2703 [00:01<05:01,  8.93it/s]


dev:   0%|          | 13/2703 [00:02<04:32,  9.88it/s]


dev:   1%|          | 15/2703 [00:02<04:03, 11.03it/s]


dev:   1%|          | 17/2703 [00:02<03:47, 11.83it/s]


dev:   1%|          | 19/2703 [00:02<03:40, 12.19it/s]


dev:   1%|          | 21/2703 [00:02<03:23, 13.19it/s]


dev:   1%|          | 23/2703 [00:02<03:19, 13.47it/s]


dev:   1%|          | 25/2703 [00:02<03:13, 13.82it/s]


dev:   1%|          | 27/2703 [00:03<03:24, 13.11it/s]


dev:   1%|          | 29/2703 [00:03<03:22, 13.23it/s]


dev:   1%|          | 31/2703 [00:03<03:08, 14.16it/s]


dev:   1%|          | 33/2703 [00:03<02:57, 15.03it/s]


dev:   1%|▏         | 35/2703 [00:03<02:47, 15.90it/s]


dev:   1%|▏         | 37/2703 [00:03<03:03, 14.56it/s]


dev:   1%|▏         | 39/2703 [00:03<02:56, 15.12it/s]


dev:   2%|▏         | 41/2703 [00:03<02:49, 15.73it/s]


dev:   2%|▏         | 43/2703 [00:04<02:41, 16.45it/s]


dev:   2%|▏         | 46/2703 [00:04<02:29, 17.77it/s]


dev:   2%|▏         | 48/2703 [00:04<02:31, 17.49it/s]


dev:   2%|▏         | 50/2703 [00:04<02:30, 17.58it/s]


dev:   2%|▏         | 52/2703 [00:04<02:34, 17.15it/s]


dev:   2%|▏         | 54/2703 [00:04<02:34, 17.15it/s]


dev:   2%|▏         | 57/2703 [00:04<02:25, 18.24it/s]


dev:   2%|▏         | 59/2703 [00:04<02:22, 18.60it/s]


dev:   2%|▏         | 61/2703 [00:05<02:21, 18.65it/s]


dev:   2%|▏         | 63/2703 [00:05<02:20, 18.74it/s]


dev:   2%|▏         | 65/2703 [00:05<02:18, 19.01it/s]


dev:   3%|▎         | 68/2703 [00:05<02:14, 19.57it/s]


dev:   3%|▎         | 70/2703 [00:05<02:13, 19.65it/s]


dev:   3%|▎         | 72/2703 [00:05<02:15, 19.46it/s]


dev:   3%|▎         | 74/2703 [00:05<02:24, 18.24it/s]


dev:   3%|▎         | 77/2703 [00:05<02:19, 18.77it/s]


dev:   3%|▎         | 80/2703 [00:06<02:11, 19.95it/s]


dev:   3%|▎         | 83/2703 [00:06<02:08, 20.32it/s]


dev:   3%|▎         | 86/2703 [00:06<02:18, 18.90it/s]


dev:   3%|▎         | 89/2703 [00:06<02:17, 18.96it/s]


dev:   3%|▎         | 91/2703 [00:06<02:16, 19.09it/s]


dev:   3%|▎         | 94/2703 [00:06<02:12, 19.67it/s]


dev:   4%|▎         | 96/2703 [00:06<02:12, 19.63it/s]


dev:   4%|▎         | 98/2703 [00:06<02:12, 19.72it/s]


dev:   4%|▎         | 100/2703 [00:07<02:11, 19.78it/s]


dev:   4%|▍         | 103/2703 [00:07<02:11, 19.82it/s]


dev:   4%|▍         | 105/2703 [00:07<02:11, 19.74it/s]


dev:   4%|▍         | 108/2703 [00:07<02:03, 20.93it/s]


dev:   4%|▍         | 111/2703 [00:07<02:08, 20.12it/s]


dev:   4%|▍         | 114/2703 [00:07<02:09, 19.92it/s]


dev:   4%|▍         | 117/2703 [00:07<02:14, 19.27it/s]


dev:   4%|▍         | 120/2703 [00:08<02:07, 20.32it/s]


dev:   5%|▍         | 123/2703 [00:08<02:07, 20.27it/s]


dev:   5%|▍         | 126/2703 [00:08<02:05, 20.50it/s]


dev:   5%|▍         | 129/2703 [00:08<02:05, 20.54it/s]


dev:   5%|▍         | 132/2703 [00:08<02:02, 21.03it/s]


dev:   5%|▍         | 135/2703 [00:08<02:06, 20.31it/s]


dev:   5%|▌         | 138/2703 [00:08<02:01, 21.09it/s]


dev:   5%|▌         | 141/2703 [00:09<01:58, 21.60it/s]


dev:   5%|▌         | 144/2703 [00:09<02:05, 20.42it/s]


dev:   5%|▌         | 147/2703 [00:09<02:05, 20.40it/s]


dev:   6%|▌         | 150/2703 [00:09<02:07, 20.02it/s]


dev:   6%|▌         | 153/2703 [00:09<02:02, 20.86it/s]


dev:   6%|▌         | 156/2703 [00:09<02:05, 20.35it/s]


dev:   6%|▌         | 159/2703 [00:09<02:07, 19.89it/s]


dev:   6%|▌         | 162/2703 [00:10<02:05, 20.20it/s]


dev:   6%|▌         | 165/2703 [00:10<02:00, 21.12it/s]


dev:   6%|▌         | 168/2703 [00:10<01:58, 21.46it/s]


dev:   6%|▋         | 171/2703 [00:10<02:01, 20.91it/s]


dev:   6%|▋         | 174/2703 [00:10<01:58, 21.31it/s]


dev:   7%|▋         | 177/2703 [00:10<01:55, 21.87it/s]


dev:   7%|▋         | 180/2703 [00:10<01:50, 22.86it/s]


dev:   7%|▋         | 183/2703 [00:11<01:53, 22.12it/s]


dev:   7%|▋         | 186/2703 [00:11<01:55, 21.86it/s]


dev:   7%|▋         | 189/2703 [00:11<01:52, 22.40it/s]


dev:   7%|▋         | 192/2703 [00:11<01:48, 23.17it/s]


dev:   7%|▋         | 195/2703 [00:11<01:47, 23.32it/s]


dev:   7%|▋         | 198/2703 [00:11<01:48, 23.12it/s]


dev:   7%|▋         | 201/2703 [00:11<01:47, 23.34it/s]


dev:   8%|▊         | 204/2703 [00:11<01:46, 23.45it/s]


dev:   8%|▊         | 207/2703 [00:12<01:45, 23.57it/s]


dev:   8%|▊         | 210/2703 [00:12<01:46, 23.32it/s]


dev:   8%|▊         | 213/2703 [00:12<01:49, 22.74it/s]


dev:   8%|▊         | 216/2703 [00:12<01:52, 22.19it/s]


dev:   8%|▊         | 219/2703 [00:12<01:47, 23.07it/s]


dev:   8%|▊         | 222/2703 [00:12<01:47, 23.08it/s]


dev:   8%|▊         | 225/2703 [00:12<01:47, 23.01it/s]


dev:   8%|▊         | 228/2703 [00:12<01:49, 22.67it/s]


dev:   9%|▊         | 231/2703 [00:13<01:46, 23.26it/s]


dev:   9%|▊         | 234/2703 [00:13<01:48, 22.80it/s]


dev:   9%|▉         | 237/2703 [00:13<01:43, 23.75it/s]


dev:   9%|▉         | 240/2703 [00:13<01:44, 23.55it/s]


dev:   9%|▉         | 243/2703 [00:13<01:44, 23.60it/s]


dev:   9%|▉         | 246/2703 [00:13<01:43, 23.64it/s]


dev:   9%|▉         | 249/2703 [00:13<01:43, 23.76it/s]


dev:   9%|▉         | 252/2703 [00:13<01:40, 24.46it/s]


dev:   9%|▉         | 255/2703 [00:14<01:39, 24.55it/s]


dev:  10%|▉         | 258/2703 [00:14<01:36, 25.25it/s]


dev:  10%|▉         | 261/2703 [00:14<01:39, 24.53it/s]


dev:  10%|▉         | 264/2703 [00:14<01:37, 25.01it/s]


dev:  10%|▉         | 267/2703 [00:14<01:38, 24.82it/s]


dev:  10%|▉         | 270/2703 [00:14<01:35, 25.43it/s]


dev:  10%|█         | 273/2703 [00:14<01:36, 25.10it/s]


dev:  10%|█         | 276/2703 [00:14<01:37, 24.83it/s]


dev:  10%|█         | 279/2703 [00:15<01:36, 25.10it/s]


dev:  10%|█         | 282/2703 [00:15<01:38, 24.46it/s]


dev:  11%|█         | 285/2703 [00:15<01:35, 25.30it/s]


dev:  11%|█         | 288/2703 [00:15<01:32, 26.11it/s]


dev:  11%|█         | 291/2703 [00:15<01:30, 26.51it/s]


dev:  11%|█         | 294/2703 [00:15<01:34, 25.55it/s]


dev:  11%|█         | 297/2703 [00:15<01:32, 26.13it/s]


dev:  11%|█         | 300/2703 [00:15<01:35, 25.25it/s]


dev:  11%|█         | 303/2703 [00:15<01:32, 25.92it/s]


dev:  11%|█▏        | 306/2703 [00:16<01:32, 25.92it/s]


dev:  11%|█▏        | 309/2703 [00:16<01:30, 26.39it/s]


dev:  12%|█▏        | 312/2703 [00:16<01:36, 24.90it/s]


dev:  12%|█▏        | 315/2703 [00:16<01:34, 25.32it/s]


dev:  12%|█▏        | 318/2703 [00:16<01:35, 25.01it/s]


dev:  12%|█▏        | 321/2703 [00:16<01:36, 24.74it/s]


dev:  12%|█▏        | 324/2703 [00:16<01:36, 24.78it/s]


dev:  12%|█▏        | 327/2703 [00:16<01:34, 25.02it/s]


dev:  12%|█▏        | 330/2703 [00:17<01:31, 25.91it/s]


dev:  12%|█▏        | 333/2703 [00:17<01:30, 26.28it/s]


dev:  12%|█▏        | 336/2703 [00:17<01:30, 26.16it/s]


dev:  13%|█▎        | 339/2703 [00:17<01:30, 26.04it/s]


dev:  13%|█▎        | 342/2703 [00:17<01:28, 26.73it/s]


dev:  13%|█▎        | 345/2703 [00:17<01:28, 26.71it/s]


dev:  13%|█▎        | 348/2703 [00:17<01:32, 25.50it/s]


dev:  13%|█▎        | 351/2703 [00:17<01:28, 26.44it/s]


dev:  13%|█▎        | 354/2703 [00:17<01:28, 26.52it/s]


dev:  13%|█▎        | 357/2703 [00:18<01:26, 27.23it/s]


dev:  13%|█▎        | 360/2703 [00:18<01:24, 27.67it/s]


dev:  13%|█▎        | 363/2703 [00:18<01:27, 26.82it/s]


dev:  14%|█▎        | 366/2703 [00:18<01:28, 26.37it/s]


dev:  14%|█▎        | 370/2703 [00:18<01:24, 27.74it/s]


dev:  14%|█▍        | 373/2703 [00:18<01:27, 26.59it/s]


dev:  14%|█▍        | 376/2703 [00:18<01:26, 27.01it/s]


dev:  14%|█▍        | 379/2703 [00:18<01:24, 27.54it/s]


dev:  14%|█▍        | 382/2703 [00:18<01:26, 26.74it/s]


dev:  14%|█▍        | 385/2703 [00:19<01:25, 27.24it/s]


dev:  14%|█▍        | 388/2703 [00:19<01:23, 27.89it/s]


dev:  14%|█▍        | 391/2703 [00:19<01:29, 25.95it/s]


dev:  15%|█▍        | 394/2703 [00:19<01:26, 26.75it/s]


dev:  15%|█▍        | 397/2703 [00:19<01:24, 27.25it/s]


dev:  15%|█▍        | 400/2703 [00:19<01:24, 27.19it/s]


dev:  15%|█▍        | 403/2703 [00:19<01:26, 26.57it/s]


dev:  15%|█▌        | 406/2703 [00:19<01:25, 26.95it/s]


dev:  15%|█▌        | 409/2703 [00:19<01:23, 27.36it/s]


dev:  15%|█▌        | 412/2703 [00:20<01:24, 27.02it/s]


dev:  15%|█▌        | 416/2703 [00:20<01:20, 28.38it/s]


dev:  16%|█▌        | 419/2703 [00:20<01:22, 27.59it/s]


dev:  16%|█▌        | 422/2703 [00:20<01:22, 27.82it/s]


dev:  16%|█▌        | 425/2703 [00:20<01:21, 28.08it/s]


dev:  16%|█▌        | 428/2703 [00:20<01:21, 27.80it/s]


dev:  16%|█▌        | 432/2703 [00:20<01:18, 28.75it/s]


dev:  16%|█▌        | 435/2703 [00:20<01:19, 28.55it/s]


dev:  16%|█▌        | 438/2703 [00:20<01:19, 28.58it/s]


dev:  16%|█▋        | 441/2703 [00:21<01:19, 28.31it/s]


dev:  16%|█▋        | 444/2703 [00:21<01:19, 28.46it/s]


dev:  17%|█▋        | 447/2703 [00:21<01:22, 27.30it/s]


dev:  17%|█▋        | 450/2703 [00:21<01:22, 27.24it/s]


dev:  17%|█▋        | 453/2703 [00:21<01:20, 27.92it/s]


dev:  17%|█▋        | 456/2703 [00:21<01:23, 26.99it/s]


dev:  17%|█▋        | 459/2703 [00:21<01:23, 26.85it/s]


dev:  17%|█▋        | 462/2703 [00:21<01:20, 27.71it/s]


dev:  17%|█▋        | 465/2703 [00:21<01:22, 27.28it/s]


dev:  17%|█▋        | 468/2703 [00:22<01:20, 27.74it/s]


dev:  17%|█▋        | 472/2703 [00:22<01:17, 28.81it/s]


dev:  18%|█▊        | 475/2703 [00:22<01:22, 26.92it/s]


dev:  18%|█▊        | 479/2703 [00:22<01:19, 28.15it/s]


dev:  18%|█▊        | 482/2703 [00:22<01:18, 28.22it/s]


dev:  18%|█▊        | 485/2703 [00:22<01:17, 28.63it/s]


dev:  18%|█▊        | 489/2703 [00:22<01:15, 29.31it/s]


dev:  18%|█▊        | 492/2703 [00:22<01:15, 29.45it/s]


dev:  18%|█▊        | 495/2703 [00:23<01:16, 29.03it/s]


dev:  18%|█▊        | 499/2703 [00:23<01:12, 30.35it/s]


dev:  19%|█▊        | 503/2703 [00:23<01:12, 30.41it/s]


dev:  19%|█▉        | 507/2703 [00:23<01:12, 30.25it/s]


dev:  19%|█▉        | 511/2703 [00:23<01:13, 29.87it/s]


dev:  19%|█▉        | 514/2703 [00:23<01:16, 28.49it/s]


dev:  19%|█▉        | 518/2703 [00:23<01:15, 28.86it/s]


dev:  19%|█▉        | 522/2703 [00:23<01:13, 29.81it/s]


dev:  19%|█▉        | 526/2703 [00:24<01:12, 30.02it/s]


dev:  20%|█▉        | 529/2703 [00:24<01:12, 29.87it/s]


dev:  20%|█▉        | 532/2703 [00:24<01:13, 29.74it/s]


dev:  20%|█▉        | 536/2703 [00:24<01:11, 30.37it/s]


dev:  20%|█▉        | 540/2703 [00:24<01:11, 30.39it/s]


dev:  20%|██        | 544/2703 [00:24<01:12, 29.88it/s]


dev:  20%|██        | 548/2703 [00:24<01:10, 30.55it/s]


dev:  20%|██        | 552/2703 [00:24<01:09, 31.14it/s]


dev:  21%|██        | 556/2703 [00:25<01:12, 29.58it/s]


dev:  21%|██        | 560/2703 [00:25<01:11, 29.87it/s]


dev:  21%|██        | 564/2703 [00:25<01:11, 30.09it/s]


dev:  21%|██        | 568/2703 [00:25<01:11, 29.80it/s]


dev:  21%|██        | 571/2703 [00:25<01:13, 28.94it/s]


dev:  21%|██        | 574/2703 [00:25<01:13, 29.02it/s]


dev:  21%|██▏       | 577/2703 [00:25<01:12, 29.14it/s]


dev:  21%|██▏       | 580/2703 [00:25<01:12, 29.18it/s]


dev:  22%|██▏       | 583/2703 [00:25<01:14, 28.65it/s]


dev:  22%|██▏       | 587/2703 [00:26<01:12, 28.99it/s]


dev:  22%|██▏       | 591/2703 [00:26<01:12, 29.31it/s]


dev:  22%|██▏       | 594/2703 [00:26<01:12, 28.95it/s]


dev:  22%|██▏       | 598/2703 [00:26<01:11, 29.40it/s]


dev:  22%|██▏       | 602/2703 [00:26<01:10, 29.67it/s]


dev:  22%|██▏       | 606/2703 [00:26<01:09, 30.29it/s]


dev:  23%|██▎       | 610/2703 [00:26<01:10, 29.52it/s]


dev:  23%|██▎       | 614/2703 [00:27<01:09, 30.01it/s]


dev:  23%|██▎       | 618/2703 [00:27<01:09, 30.21it/s]


dev:  23%|██▎       | 622/2703 [00:27<01:08, 30.47it/s]


dev:  23%|██▎       | 626/2703 [00:27<01:07, 30.56it/s]


dev:  23%|██▎       | 630/2703 [00:27<01:07, 30.86it/s]


dev:  23%|██▎       | 634/2703 [00:27<01:08, 30.13it/s]


dev:  24%|██▎       | 638/2703 [00:27<01:08, 30.12it/s]


dev:  24%|██▍       | 642/2703 [00:27<01:06, 30.84it/s]


dev:  24%|██▍       | 646/2703 [00:28<01:07, 30.62it/s]


dev:  24%|██▍       | 650/2703 [00:28<01:06, 30.76it/s]


dev:  24%|██▍       | 654/2703 [00:28<01:05, 31.30it/s]


dev:  24%|██▍       | 658/2703 [00:28<01:08, 29.87it/s]


dev:  24%|██▍       | 662/2703 [00:28<01:08, 29.94it/s]


dev:  25%|██▍       | 666/2703 [00:28<01:06, 30.49it/s]


dev:  25%|██▍       | 670/2703 [00:28<01:05, 30.96it/s]


dev:  25%|██▍       | 674/2703 [00:28<01:06, 30.29it/s]


dev:  25%|██▌       | 678/2703 [00:29<01:07, 29.97it/s]


dev:  25%|██▌       | 682/2703 [00:29<01:06, 30.58it/s]


dev:  25%|██▌       | 686/2703 [00:29<01:04, 31.09it/s]


dev:  26%|██▌       | 690/2703 [00:29<01:05, 30.83it/s]


dev:  26%|██▌       | 694/2703 [00:29<01:05, 30.59it/s]


dev:  26%|██▌       | 698/2703 [00:29<01:06, 29.96it/s]


dev:  26%|██▌       | 702/2703 [00:29<01:06, 30.02it/s]


dev:  26%|██▌       | 706/2703 [00:30<01:05, 30.60it/s]


dev:  26%|██▋       | 710/2703 [00:30<01:04, 31.06it/s]


dev:  26%|██▋       | 714/2703 [00:30<01:04, 30.99it/s]


dev:  27%|██▋       | 718/2703 [00:30<01:07, 29.62it/s]


dev:  27%|██▋       | 722/2703 [00:30<01:04, 30.87it/s]


dev:  27%|██▋       | 726/2703 [00:30<01:01, 32.21it/s]


dev:  27%|██▋       | 730/2703 [00:30<01:02, 31.39it/s]


dev:  27%|██▋       | 734/2703 [00:30<01:03, 30.84it/s]


dev:  27%|██▋       | 738/2703 [00:31<01:05, 30.16it/s]


dev:  27%|██▋       | 742/2703 [00:31<01:05, 29.99it/s]


dev:  28%|██▊       | 746/2703 [00:31<01:02, 31.08it/s]


dev:  28%|██▊       | 750/2703 [00:31<01:01, 31.77it/s]


dev:  28%|██▊       | 754/2703 [00:31<01:02, 31.07it/s]


dev:  28%|██▊       | 758/2703 [00:31<01:02, 31.17it/s]


dev:  28%|██▊       | 762/2703 [00:31<01:02, 30.88it/s]


dev:  28%|██▊       | 766/2703 [00:31<01:03, 30.72it/s]


dev:  28%|██▊       | 770/2703 [00:32<01:00, 31.90it/s]


dev:  29%|██▊       | 774/2703 [00:32<00:59, 32.45it/s]


dev:  29%|██▉       | 778/2703 [00:32<01:02, 31.02it/s]


dev:  29%|██▉       | 782/2703 [00:32<00:59, 32.19it/s]


dev:  29%|██▉       | 786/2703 [00:32<00:58, 32.77it/s]


dev:  29%|██▉       | 790/2703 [00:32<00:57, 33.39it/s]


dev:  29%|██▉       | 794/2703 [00:32<00:56, 33.76it/s]


dev:  30%|██▉       | 798/2703 [00:32<00:56, 33.55it/s]


dev:  30%|██▉       | 802/2703 [00:33<00:57, 33.06it/s]


dev:  30%|██▉       | 806/2703 [00:33<00:56, 33.77it/s]


dev:  30%|██▉       | 810/2703 [00:33<00:56, 33.71it/s]


dev:  30%|███       | 814/2703 [00:33<00:56, 33.58it/s]


dev:  30%|███       | 818/2703 [00:33<00:57, 32.97it/s]


dev:  30%|███       | 822/2703 [00:33<00:57, 32.79it/s]


dev:  31%|███       | 826/2703 [00:33<00:57, 32.53it/s]


dev:  31%|███       | 830/2703 [00:33<00:56, 33.25it/s]


dev:  31%|███       | 834/2703 [00:34<00:55, 33.72it/s]


dev:  31%|███       | 838/2703 [00:34<00:55, 33.87it/s]


dev:  31%|███       | 842/2703 [00:34<00:56, 33.19it/s]


dev:  31%|███▏      | 846/2703 [00:34<00:58, 31.98it/s]


dev:  31%|███▏      | 850/2703 [00:34<00:58, 31.77it/s]


dev:  32%|███▏      | 854/2703 [00:34<00:57, 32.12it/s]


dev:  32%|███▏      | 858/2703 [00:34<00:56, 32.39it/s]


dev:  32%|███▏      | 862/2703 [00:34<00:58, 31.46it/s]


dev:  32%|███▏      | 866/2703 [00:35<00:56, 32.38it/s]


dev:  32%|███▏      | 870/2703 [00:35<00:56, 32.30it/s]


dev:  32%|███▏      | 874/2703 [00:35<00:55, 33.10it/s]


dev:  32%|███▏      | 878/2703 [00:35<00:53, 34.18it/s]


dev:  33%|███▎      | 882/2703 [00:35<00:55, 33.11it/s]


dev:  33%|███▎      | 886/2703 [00:35<00:54, 33.40it/s]


dev:  33%|███▎      | 890/2703 [00:35<00:56, 31.98it/s]


dev:  33%|███▎      | 894/2703 [00:35<00:55, 32.56it/s]


dev:  33%|███▎      | 898/2703 [00:35<00:54, 33.00it/s]


dev:  33%|███▎      | 902/2703 [00:36<00:55, 32.42it/s]


dev:  34%|███▎      | 906/2703 [00:36<00:53, 33.54it/s]


dev:  34%|███▎      | 910/2703 [00:36<00:54, 32.92it/s]


dev:  34%|███▍      | 914/2703 [00:36<00:55, 32.05it/s]


dev:  34%|███▍      | 918/2703 [00:36<00:54, 32.71it/s]


dev:  34%|███▍      | 922/2703 [00:36<00:56, 31.74it/s]


dev:  34%|███▍      | 926/2703 [00:36<00:55, 32.14it/s]


dev:  34%|███▍      | 930/2703 [00:36<00:53, 33.31it/s]


dev:  35%|███▍      | 934/2703 [00:37<00:57, 30.64it/s]


dev:  35%|███▍      | 938/2703 [00:37<00:55, 31.76it/s]


dev:  35%|███▍      | 942/2703 [00:37<00:55, 31.92it/s]


dev:  35%|███▍      | 946/2703 [00:37<00:53, 32.80it/s]


dev:  35%|███▌      | 950/2703 [00:37<00:52, 33.58it/s]


dev:  35%|███▌      | 954/2703 [00:37<00:53, 32.73it/s]


dev:  35%|███▌      | 958/2703 [00:37<00:54, 32.15it/s]


dev:  36%|███▌      | 962/2703 [00:37<00:52, 33.05it/s]


dev:  36%|███▌      | 966/2703 [00:38<00:52, 33.10it/s]


dev:  36%|███▌      | 970/2703 [00:38<00:51, 33.46it/s]


dev:  36%|███▌      | 974/2703 [00:38<00:50, 33.99it/s]


dev:  36%|███▌      | 978/2703 [00:38<00:53, 32.09it/s]


dev:  36%|███▋      | 982/2703 [00:38<00:53, 32.18it/s]


dev:  36%|███▋      | 986/2703 [00:38<00:52, 32.78it/s]


dev:  37%|███▋      | 990/2703 [00:38<00:51, 33.50it/s]


dev:  37%|███▋      | 994/2703 [00:38<00:50, 34.07it/s]


dev:  37%|███▋      | 998/2703 [00:39<00:50, 33.90it/s]


dev:  37%|███▋      | 1002/2703 [00:39<00:50, 33.48it/s]


dev:  37%|███▋      | 1006/2703 [00:39<00:51, 32.84it/s]


dev:  37%|███▋      | 1010/2703 [00:39<00:49, 33.98it/s]


dev:  38%|███▊      | 1014/2703 [00:39<00:49, 34.32it/s]


dev:  38%|███▊      | 1018/2703 [00:39<00:49, 34.34it/s]


dev:  38%|███▊      | 1022/2703 [00:39<00:48, 34.81it/s]


dev:  38%|███▊      | 1026/2703 [00:39<00:48, 34.50it/s]


dev:  38%|███▊      | 1030/2703 [00:39<00:48, 34.49it/s]


dev:  38%|███▊      | 1034/2703 [00:40<00:48, 34.73it/s]


dev:  38%|███▊      | 1038/2703 [00:40<00:48, 34.50it/s]


dev:  39%|███▊      | 1042/2703 [00:40<00:48, 34.27it/s]


dev:  39%|███▊      | 1046/2703 [00:40<00:51, 32.35it/s]


dev:  39%|███▉      | 1050/2703 [00:40<00:49, 33.57it/s]


dev:  39%|███▉      | 1054/2703 [00:40<00:48, 34.18it/s]


dev:  39%|███▉      | 1058/2703 [00:40<00:47, 34.79it/s]


dev:  39%|███▉      | 1062/2703 [00:40<00:46, 35.57it/s]


dev:  39%|███▉      | 1066/2703 [00:41<00:46, 34.87it/s]


dev:  40%|███▉      | 1070/2703 [00:41<00:49, 33.30it/s]


dev:  40%|███▉      | 1074/2703 [00:41<00:47, 34.32it/s]


dev:  40%|███▉      | 1078/2703 [00:41<00:46, 34.94it/s]


dev:  40%|████      | 1082/2703 [00:41<00:45, 35.85it/s]


dev:  40%|████      | 1086/2703 [00:41<00:45, 35.56it/s]


dev:  40%|████      | 1090/2703 [00:41<00:47, 34.08it/s]


dev:  40%|████      | 1094/2703 [00:41<00:48, 33.28it/s]


dev:  41%|████      | 1098/2703 [00:41<00:46, 34.27it/s]


dev:  41%|████      | 1102/2703 [00:42<00:45, 34.82it/s]


dev:  41%|████      | 1106/2703 [00:42<00:46, 34.56it/s]


dev:  41%|████      | 1110/2703 [00:42<00:44, 35.48it/s]


dev:  41%|████      | 1114/2703 [00:42<00:44, 36.01it/s]


dev:  41%|████▏     | 1118/2703 [00:42<00:47, 33.12it/s]


dev:  42%|████▏     | 1122/2703 [00:42<00:46, 34.00it/s]


dev:  42%|████▏     | 1126/2703 [00:42<00:46, 34.03it/s]


dev:  42%|████▏     | 1130/2703 [00:42<00:45, 34.56it/s]


dev:  42%|████▏     | 1134/2703 [00:42<00:44, 35.22it/s]


dev:  42%|████▏     | 1138/2703 [00:43<00:45, 34.03it/s]


dev:  42%|████▏     | 1142/2703 [00:43<00:45, 34.58it/s]


dev:  42%|████▏     | 1146/2703 [00:43<00:44, 35.21it/s]


dev:  43%|████▎     | 1150/2703 [00:43<00:45, 34.43it/s]


dev:  43%|████▎     | 1154/2703 [00:43<00:44, 35.19it/s]


dev:  43%|████▎     | 1158/2703 [00:43<00:42, 36.17it/s]


dev:  43%|████▎     | 1162/2703 [00:43<00:44, 34.87it/s]


dev:  43%|████▎     | 1166/2703 [00:43<00:43, 35.14it/s]


dev:  43%|████▎     | 1170/2703 [00:44<00:42, 35.72it/s]


dev:  43%|████▎     | 1174/2703 [00:44<00:42, 36.11it/s]


dev:  44%|████▎     | 1178/2703 [00:44<00:42, 36.09it/s]


dev:  44%|████▎     | 1182/2703 [00:44<00:41, 36.47it/s]


dev:  44%|████▍     | 1186/2703 [00:44<00:43, 34.51it/s]


dev:  44%|████▍     | 1190/2703 [00:44<00:44, 34.25it/s]


dev:  44%|████▍     | 1194/2703 [00:44<00:42, 35.31it/s]


dev:  44%|████▍     | 1198/2703 [00:44<00:41, 35.96it/s]


dev:  44%|████▍     | 1202/2703 [00:44<00:40, 36.85it/s]


dev:  45%|████▍     | 1206/2703 [00:44<00:40, 37.00it/s]


dev:  45%|████▍     | 1210/2703 [00:45<00:40, 36.83it/s]


dev:  45%|████▍     | 1214/2703 [00:45<00:41, 35.65it/s]


dev:  45%|████▌     | 1218/2703 [00:45<00:41, 35.77it/s]


dev:  45%|████▌     | 1222/2703 [00:45<00:40, 36.67it/s]


dev:  45%|████▌     | 1226/2703 [00:45<00:39, 37.23it/s]


dev:  46%|████▌     | 1230/2703 [00:45<00:38, 37.89it/s]


dev:  46%|████▌     | 1234/2703 [00:45<00:38, 38.25it/s]


dev:  46%|████▌     | 1238/2703 [00:45<00:39, 36.68it/s]


dev:  46%|████▌     | 1242/2703 [00:45<00:39, 37.06it/s]


dev:  46%|████▌     | 1246/2703 [00:46<00:39, 37.06it/s]


dev:  46%|████▌     | 1250/2703 [00:46<00:38, 37.26it/s]


dev:  46%|████▋     | 1254/2703 [00:46<00:38, 37.62it/s]


dev:  47%|████▋     | 1258/2703 [00:46<00:38, 37.05it/s]


dev:  47%|████▋     | 1262/2703 [00:46<00:40, 35.31it/s]


dev:  47%|████▋     | 1266/2703 [00:46<00:40, 35.90it/s]


dev:  47%|████▋     | 1270/2703 [00:46<00:38, 36.96it/s]


dev:  47%|████▋     | 1274/2703 [00:46<00:38, 37.58it/s]


dev:  47%|████▋     | 1279/2703 [00:46<00:36, 38.56it/s]


dev:  47%|████▋     | 1283/2703 [00:47<00:38, 37.19it/s]


dev:  48%|████▊     | 1287/2703 [00:47<00:40, 35.36it/s]


dev:  48%|████▊     | 1291/2703 [00:47<00:39, 35.92it/s]


dev:  48%|████▊     | 1295/2703 [00:47<00:39, 35.67it/s]


dev:  48%|████▊     | 1299/2703 [00:47<00:38, 36.83it/s]


dev:  48%|████▊     | 1303/2703 [00:47<00:38, 36.70it/s]


dev:  48%|████▊     | 1307/2703 [00:47<00:37, 37.51it/s]


dev:  49%|████▊     | 1311/2703 [00:47<00:37, 37.33it/s]


dev:  49%|████▊     | 1315/2703 [00:47<00:38, 36.42it/s]


dev:  49%|████▉     | 1319/2703 [00:48<00:38, 36.30it/s]


dev:  49%|████▉     | 1323/2703 [00:48<00:37, 36.82it/s]


dev:  49%|████▉     | 1327/2703 [00:48<00:36, 37.47it/s]


dev:  49%|████▉     | 1331/2703 [00:48<00:36, 37.24it/s]


dev:  49%|████▉     | 1336/2703 [00:48<00:36, 37.12it/s]


dev:  50%|████▉     | 1340/2703 [00:48<00:38, 35.82it/s]


dev:  50%|████▉     | 1344/2703 [00:48<00:38, 35.15it/s]


dev:  50%|████▉     | 1348/2703 [00:48<00:37, 36.26it/s]


dev:  50%|█████     | 1352/2703 [00:48<00:36, 37.09it/s]


dev:  50%|█████     | 1357/2703 [00:49<00:35, 38.36it/s]


dev:  50%|█████     | 1361/2703 [00:49<00:35, 37.84it/s]


dev:  50%|█████     | 1365/2703 [00:49<00:35, 37.30it/s]


dev:  51%|█████     | 1369/2703 [00:49<00:35, 37.63it/s]


dev:  51%|█████     | 1373/2703 [00:49<00:35, 37.78it/s]


dev:  51%|█████     | 1377/2703 [00:49<00:34, 38.00it/s]


dev:  51%|█████     | 1381/2703 [00:49<00:34, 38.17it/s]


dev:  51%|█████     | 1385/2703 [00:49<00:34, 38.20it/s]


dev:  51%|█████▏    | 1389/2703 [00:49<00:36, 35.81it/s]


dev:  52%|█████▏    | 1394/2703 [00:50<00:35, 37.32it/s]


dev:  52%|█████▏    | 1399/2703 [00:50<00:33, 38.44it/s]


dev:  52%|█████▏    | 1403/2703 [00:50<00:34, 38.08it/s]


dev:  52%|█████▏    | 1407/2703 [00:50<00:33, 38.41it/s]


dev:  52%|█████▏    | 1411/2703 [00:50<00:33, 38.56it/s]


dev:  52%|█████▏    | 1415/2703 [00:50<00:35, 36.15it/s]


dev:  52%|█████▏    | 1419/2703 [00:50<00:34, 37.11it/s]


dev:  53%|█████▎    | 1424/2703 [00:50<00:33, 38.14it/s]


dev:  53%|█████▎    | 1428/2703 [00:50<00:33, 38.41it/s]


dev:  53%|█████▎    | 1432/2703 [00:51<00:33, 37.90it/s]


dev:  53%|█████▎    | 1436/2703 [00:51<00:33, 37.52it/s]


dev:  53%|█████▎    | 1440/2703 [00:51<00:35, 35.61it/s]


dev:  53%|█████▎    | 1444/2703 [00:51<00:34, 36.34it/s]


dev:  54%|█████▎    | 1449/2703 [00:51<00:33, 37.54it/s]


dev:  54%|█████▍    | 1453/2703 [00:51<00:33, 37.67it/s]


dev:  54%|█████▍    | 1458/2703 [00:51<00:32, 38.55it/s]


dev:  54%|█████▍    | 1462/2703 [00:51<00:31, 38.90it/s]


dev:  54%|█████▍    | 1466/2703 [00:52<00:34, 36.13it/s]


dev:  54%|█████▍    | 1471/2703 [00:52<00:32, 37.83it/s]


dev:  55%|█████▍    | 1475/2703 [00:52<00:32, 37.87it/s]


dev:  55%|█████▍    | 1479/2703 [00:52<00:31, 38.27it/s]


dev:  55%|█████▍    | 1483/2703 [00:52<00:31, 38.29it/s]


dev:  55%|█████▌    | 1488/2703 [00:52<00:31, 38.83it/s]


dev:  55%|█████▌    | 1492/2703 [00:52<00:32, 36.88it/s]


dev:  55%|█████▌    | 1496/2703 [00:52<00:32, 36.98it/s]


dev:  56%|█████▌    | 1501/2703 [00:52<00:31, 38.72it/s]


dev:  56%|█████▌    | 1505/2703 [00:53<00:30, 38.83it/s]


dev:  56%|█████▌    | 1509/2703 [00:53<00:30, 38.65it/s]


dev:  56%|█████▌    | 1513/2703 [00:53<00:30, 39.00it/s]


dev:  56%|█████▌    | 1517/2703 [00:53<00:32, 36.13it/s]


dev:  56%|█████▋    | 1521/2703 [00:53<00:32, 36.61it/s]


dev:  56%|█████▋    | 1526/2703 [00:53<00:31, 37.91it/s]


dev:  57%|█████▋    | 1530/2703 [00:53<00:30, 38.18it/s]


dev:  57%|█████▋    | 1535/2703 [00:53<00:30, 38.82it/s]


dev:  57%|█████▋    | 1540/2703 [00:53<00:29, 39.72it/s]


dev:  57%|█████▋    | 1544/2703 [00:54<00:31, 37.37it/s]


dev:  57%|█████▋    | 1549/2703 [00:54<00:29, 38.73it/s]


dev:  57%|█████▋    | 1553/2703 [00:54<00:29, 39.03it/s]


dev:  58%|█████▊    | 1557/2703 [00:54<00:29, 38.84it/s]


dev:  58%|█████▊    | 1561/2703 [00:54<00:29, 38.98it/s]


dev:  58%|█████▊    | 1566/2703 [00:54<00:28, 39.88it/s]


dev:  58%|█████▊    | 1570/2703 [00:54<00:29, 38.07it/s]


dev:  58%|█████▊    | 1574/2703 [00:54<00:29, 38.20it/s]


dev:  58%|█████▊    | 1578/2703 [00:54<00:29, 38.07it/s]


dev:  59%|█████▊    | 1583/2703 [00:55<00:28, 39.34it/s]


dev:  59%|█████▊    | 1588/2703 [00:55<00:27, 40.01it/s]


dev:  59%|█████▉    | 1593/2703 [00:55<00:27, 40.37it/s]


dev:  59%|█████▉    | 1598/2703 [00:55<00:29, 37.94it/s]


dev:  59%|█████▉    | 1603/2703 [00:55<00:28, 38.43it/s]


dev:  59%|█████▉    | 1608/2703 [00:55<00:28, 38.89it/s]


dev:  60%|█████▉    | 1613/2703 [00:55<00:27, 39.44it/s]


dev:  60%|█████▉    | 1617/2703 [00:55<00:27, 39.18it/s]


dev:  60%|█████▉    | 1621/2703 [00:56<00:28, 38.64it/s]


dev:  60%|██████    | 1625/2703 [00:56<00:27, 38.57it/s]


dev:  60%|██████    | 1629/2703 [00:56<00:28, 38.16it/s]


dev:  60%|██████    | 1634/2703 [00:56<00:27, 38.52it/s]


dev:  61%|██████    | 1639/2703 [00:56<00:26, 39.78it/s]


dev:  61%|██████    | 1644/2703 [00:56<00:26, 40.02it/s]


dev:  61%|██████    | 1648/2703 [00:56<00:26, 39.26it/s]


dev:  61%|██████    | 1652/2703 [00:56<00:27, 38.26it/s]


dev:  61%|██████▏   | 1656/2703 [00:56<00:27, 38.61it/s]


dev:  61%|██████▏   | 1661/2703 [00:57<00:26, 39.85it/s]


dev:  62%|██████▏   | 1665/2703 [00:57<00:26, 39.80it/s]


dev:  62%|██████▏   | 1670/2703 [00:57<00:25, 40.49it/s]


dev:  62%|██████▏   | 1675/2703 [00:57<00:25, 39.58it/s]


dev:  62%|██████▏   | 1679/2703 [00:57<00:26, 38.45it/s]


dev:  62%|██████▏   | 1684/2703 [00:57<00:25, 39.32it/s]


dev:  62%|██████▏   | 1688/2703 [00:57<00:25, 39.30it/s]


dev:  63%|██████▎   | 1693/2703 [00:57<00:25, 39.97it/s]


dev:  63%|██████▎   | 1698/2703 [00:57<00:24, 40.82it/s]


dev:  63%|██████▎   | 1703/2703 [00:58<00:26, 38.36it/s]


dev:  63%|██████▎   | 1707/2703 [00:58<00:26, 37.23it/s]


dev:  63%|██████▎   | 1711/2703 [00:58<00:26, 37.49it/s]


dev:  63%|██████▎   | 1716/2703 [00:58<00:25, 38.94it/s]


dev:  64%|██████▎   | 1721/2703 [00:58<00:24, 40.35it/s]


dev:  64%|██████▍   | 1726/2703 [00:58<00:23, 41.17it/s]


dev:  64%|██████▍   | 1731/2703 [00:58<00:24, 40.35it/s]


dev:  64%|██████▍   | 1736/2703 [00:58<00:24, 39.20it/s]


dev:  64%|██████▍   | 1740/2703 [00:59<00:24, 39.40it/s]


dev:  65%|██████▍   | 1745/2703 [00:59<00:23, 40.06it/s]


dev:  65%|██████▍   | 1750/2703 [00:59<00:23, 40.78it/s]


dev:  65%|██████▍   | 1755/2703 [00:59<00:23, 40.32it/s]


dev:  65%|██████▌   | 1760/2703 [00:59<00:23, 39.70it/s]


dev:  65%|██████▌   | 1764/2703 [00:59<00:23, 39.44it/s]


dev:  65%|██████▌   | 1769/2703 [00:59<00:22, 40.81it/s]


dev:  66%|██████▌   | 1774/2703 [00:59<00:22, 41.44it/s]


dev:  66%|██████▌   | 1779/2703 [00:59<00:22, 41.08it/s]


dev:  66%|██████▌   | 1784/2703 [01:00<00:23, 39.09it/s]


dev:  66%|██████▌   | 1789/2703 [01:00<00:23, 38.73it/s]


dev:  66%|██████▋   | 1794/2703 [01:00<00:22, 39.63it/s]


dev:  67%|██████▋   | 1799/2703 [01:00<00:21, 41.12it/s]


dev:  67%|██████▋   | 1804/2703 [01:00<00:22, 40.46it/s]


dev:  67%|██████▋   | 1809/2703 [01:00<00:22, 39.19it/s]


dev:  67%|██████▋   | 1814/2703 [01:00<00:22, 40.27it/s]


dev:  67%|██████▋   | 1819/2703 [01:01<00:21, 40.35it/s]


dev:  67%|██████▋   | 1824/2703 [01:01<00:21, 41.21it/s]


dev:  68%|██████▊   | 1829/2703 [01:01<00:21, 41.44it/s]


dev:  68%|██████▊   | 1834/2703 [01:01<00:20, 41.50it/s]


dev:  68%|██████▊   | 1839/2703 [01:01<00:21, 40.92it/s]


dev:  68%|██████▊   | 1844/2703 [01:01<00:20, 41.06it/s]


dev:  68%|██████▊   | 1849/2703 [01:01<00:20, 41.10it/s]


dev:  69%|██████▊   | 1854/2703 [01:01<00:20, 40.91it/s]


dev:  69%|██████▉   | 1859/2703 [01:01<00:20, 41.74it/s]


dev:  69%|██████▉   | 1864/2703 [01:02<00:20, 41.82it/s]


dev:  69%|██████▉   | 1869/2703 [01:02<00:19, 42.12it/s]


dev:  69%|██████▉   | 1874/2703 [01:02<00:19, 42.32it/s]


dev:  70%|██████▉   | 1879/2703 [01:02<00:19, 41.81it/s]


dev:  70%|██████▉   | 1884/2703 [01:02<00:19, 42.05it/s]


dev:  70%|██████▉   | 1889/2703 [01:02<00:19, 42.61it/s]


dev:  70%|███████   | 1894/2703 [01:02<00:19, 42.28it/s]


dev:  70%|███████   | 1899/2703 [01:02<00:19, 41.84it/s]


dev:  70%|███████   | 1904/2703 [01:03<00:19, 40.63it/s]


dev:  71%|███████   | 1909/2703 [01:03<00:19, 39.81it/s]


dev:  71%|███████   | 1914/2703 [01:03<00:19, 40.93it/s]


dev:  71%|███████   | 1919/2703 [01:03<00:18, 41.95it/s]


dev:  71%|███████   | 1924/2703 [01:03<00:18, 41.29it/s]


dev:  71%|███████▏  | 1929/2703 [01:03<00:18, 41.17it/s]


dev:  72%|███████▏  | 1934/2703 [01:03<00:18, 41.09it/s]


dev:  72%|███████▏  | 1939/2703 [01:03<00:18, 41.51it/s]


dev:  72%|███████▏  | 1944/2703 [01:04<00:18, 41.15it/s]


dev:  72%|███████▏  | 1949/2703 [01:04<00:18, 40.25it/s]


dev:  72%|███████▏  | 1954/2703 [01:04<00:18, 41.05it/s]


dev:  72%|███████▏  | 1959/2703 [01:04<00:18, 39.56it/s]


dev:  73%|███████▎  | 1964/2703 [01:04<00:18, 41.04it/s]


dev:  73%|███████▎  | 1969/2703 [01:04<00:17, 41.42it/s]


dev:  73%|███████▎  | 1974/2703 [01:04<00:17, 42.15it/s]


dev:  73%|███████▎  | 1979/2703 [01:04<00:17, 41.43it/s]


dev:  73%|███████▎  | 1984/2703 [01:05<00:17, 39.99it/s]


dev:  74%|███████▎  | 1989/2703 [01:05<00:17, 41.12it/s]


dev:  74%|███████▍  | 1994/2703 [01:05<00:16, 41.92it/s]


dev:  74%|███████▍  | 1999/2703 [01:05<00:16, 42.74it/s]


dev:  74%|███████▍  | 2004/2703 [01:05<00:16, 41.71it/s]


dev:  74%|███████▍  | 2009/2703 [01:05<00:16, 41.76it/s]


dev:  75%|███████▍  | 2014/2703 [01:05<00:16, 41.10it/s]


dev:  75%|███████▍  | 2019/2703 [01:05<00:16, 42.34it/s]


dev:  75%|███████▍  | 2024/2703 [01:05<00:15, 43.36it/s]


dev:  75%|███████▌  | 2029/2703 [01:06<00:15, 43.89it/s]


dev:  75%|███████▌  | 2034/2703 [01:06<00:15, 43.12it/s]


dev:  75%|███████▌  | 2039/2703 [01:06<00:16, 41.43it/s]


dev:  76%|███████▌  | 2044/2703 [01:06<00:15, 41.22it/s]


dev:  76%|███████▌  | 2049/2703 [01:06<00:15, 42.57it/s]


dev:  76%|███████▌  | 2054/2703 [01:06<00:14, 43.43it/s]


dev:  76%|███████▌  | 2059/2703 [01:06<00:14, 42.94it/s]


dev:  76%|███████▋  | 2064/2703 [01:06<00:15, 41.72it/s]


dev:  77%|███████▋  | 2069/2703 [01:07<00:15, 41.54it/s]


dev:  77%|███████▋  | 2074/2703 [01:07<00:15, 41.37it/s]


dev:  77%|███████▋  | 2079/2703 [01:07<00:14, 42.23it/s]


dev:  77%|███████▋  | 2084/2703 [01:07<00:14, 43.09it/s]


dev:  77%|███████▋  | 2089/2703 [01:07<00:14, 43.71it/s]


dev:  77%|███████▋  | 2094/2703 [01:07<00:14, 41.95it/s]


dev:  78%|███████▊  | 2099/2703 [01:07<00:14, 42.88it/s]


dev:  78%|███████▊  | 2104/2703 [01:07<00:14, 41.75it/s]


dev:  78%|███████▊  | 2109/2703 [01:07<00:14, 41.52it/s]


dev:  78%|███████▊  | 2114/2703 [01:08<00:14, 42.02it/s]


dev:  78%|███████▊  | 2119/2703 [01:08<00:14, 41.13it/s]


dev:  79%|███████▊  | 2124/2703 [01:08<00:13, 42.23it/s]


dev:  79%|███████▉  | 2129/2703 [01:08<00:13, 42.74it/s]


dev:  79%|███████▉  | 2134/2703 [01:08<00:13, 42.76it/s]


dev:  79%|███████▉  | 2139/2703 [01:08<00:13, 43.00it/s]


dev:  79%|███████▉  | 2144/2703 [01:08<00:13, 42.80it/s]


dev:  80%|███████▉  | 2149/2703 [01:08<00:12, 42.71it/s]


dev:  80%|███████▉  | 2154/2703 [01:09<00:12, 42.36it/s]


dev:  80%|███████▉  | 2159/2703 [01:09<00:12, 42.36it/s]


dev:  80%|████████  | 2164/2703 [01:09<00:12, 42.11it/s]


dev:  80%|████████  | 2169/2703 [01:09<00:12, 42.87it/s]


dev:  80%|████████  | 2174/2703 [01:09<00:12, 42.34it/s]


dev:  81%|████████  | 2179/2703 [01:09<00:12, 41.32it/s]


dev:  81%|████████  | 2184/2703 [01:09<00:12, 42.00it/s]


dev:  81%|████████  | 2189/2703 [01:09<00:12, 41.51it/s]


dev:  81%|████████  | 2194/2703 [01:09<00:12, 41.44it/s]


dev:  81%|████████▏ | 2199/2703 [01:10<00:11, 42.00it/s]


dev:  82%|████████▏ | 2204/2703 [01:10<00:11, 41.71it/s]


dev:  82%|████████▏ | 2209/2703 [01:10<00:11, 42.85it/s]


dev:  82%|████████▏ | 2214/2703 [01:10<00:11, 43.72it/s]


dev:  82%|████████▏ | 2219/2703 [01:10<00:11, 42.55it/s]


dev:  82%|████████▏ | 2224/2703 [01:10<00:11, 42.59it/s]


dev:  82%|████████▏ | 2229/2703 [01:10<00:10, 43.38it/s]


dev:  83%|████████▎ | 2234/2703 [01:10<00:11, 41.86it/s]


dev:  83%|████████▎ | 2239/2703 [01:11<00:10, 42.59it/s]


dev:  83%|████████▎ | 2244/2703 [01:11<00:10, 43.06it/s]


dev:  83%|████████▎ | 2249/2703 [01:11<00:10, 42.53it/s]


dev:  83%|████████▎ | 2254/2703 [01:11<00:10, 42.83it/s]


dev:  84%|████████▎ | 2259/2703 [01:11<00:10, 43.35it/s]


dev:  84%|████████▍ | 2264/2703 [01:11<00:10, 42.44it/s]


dev:  84%|████████▍ | 2269/2703 [01:11<00:09, 43.44it/s]


dev:  84%|████████▍ | 2274/2703 [01:11<00:09, 44.24it/s]


dev:  84%|████████▍ | 2279/2703 [01:11<00:09, 43.10it/s]


dev:  84%|████████▍ | 2284/2703 [01:12<00:09, 43.43it/s]


dev:  85%|████████▍ | 2289/2703 [01:12<00:09, 43.94it/s]


dev:  85%|████████▍ | 2294/2703 [01:12<00:09, 42.64it/s]


dev:  85%|████████▌ | 2299/2703 [01:12<00:09, 43.79it/s]


dev:  85%|████████▌ | 2304/2703 [01:12<00:09, 43.92it/s]


dev:  85%|████████▌ | 2309/2703 [01:12<00:09, 43.22it/s]


dev:  86%|████████▌ | 2314/2703 [01:12<00:08, 43.30it/s]


dev:  86%|████████▌ | 2319/2703 [01:12<00:08, 42.72it/s]


dev:  86%|████████▌ | 2324/2703 [01:12<00:08, 43.42it/s]


dev:  86%|████████▌ | 2329/2703 [01:13<00:08, 43.74it/s]


dev:  86%|████████▋ | 2334/2703 [01:13<00:08, 41.97it/s]


dev:  87%|████████▋ | 2339/2703 [01:13<00:08, 42.65it/s]


dev:  87%|████████▋ | 2344/2703 [01:13<00:08, 42.95it/s]


dev:  87%|████████▋ | 2349/2703 [01:13<00:08, 42.35it/s]


dev:  87%|████████▋ | 2354/2703 [01:13<00:08, 42.89it/s]


dev:  87%|████████▋ | 2359/2703 [01:13<00:07, 43.69it/s]


dev:  87%|████████▋ | 2364/2703 [01:13<00:07, 42.45it/s]


dev:  88%|████████▊ | 2369/2703 [01:14<00:07, 43.17it/s]


dev:  88%|████████▊ | 2374/2703 [01:14<00:07, 43.79it/s]


dev:  88%|████████▊ | 2379/2703 [01:14<00:07, 42.84it/s]


dev:  88%|████████▊ | 2384/2703 [01:14<00:07, 43.30it/s]


dev:  88%|████████▊ | 2389/2703 [01:14<00:07, 43.33it/s]


dev:  89%|████████▊ | 2394/2703 [01:14<00:07, 42.64it/s]


dev:  89%|████████▉ | 2399/2703 [01:14<00:07, 43.09it/s]


dev:  89%|████████▉ | 2405/2703 [01:14<00:06, 45.22it/s]


dev:  89%|████████▉ | 2410/2703 [01:14<00:06, 45.50it/s]


dev:  89%|████████▉ | 2415/2703 [01:15<00:06, 46.63it/s]


dev:  90%|████████▉ | 2420/2703 [01:15<00:06, 46.30it/s]


dev:  90%|████████▉ | 2425/2703 [01:15<00:06, 45.56it/s]


dev:  90%|████████▉ | 2430/2703 [01:15<00:05, 46.50it/s]


dev:  90%|█████████ | 2435/2703 [01:15<00:05, 45.68it/s]


dev:  90%|█████████ | 2440/2703 [01:15<00:05, 44.30it/s]


dev:  90%|█████████ | 2445/2703 [01:15<00:05, 43.85it/s]


dev:  91%|█████████ | 2450/2703 [01:15<00:05, 44.50it/s]


dev:  91%|█████████ | 2456/2703 [01:15<00:05, 46.61it/s]


dev:  91%|█████████ | 2461/2703 [01:16<00:05, 45.45it/s]


dev:  91%|█████████ | 2466/2703 [01:16<00:05, 45.12it/s]


dev:  91%|█████████▏| 2471/2703 [01:16<00:05, 44.01it/s]


dev:  92%|█████████▏| 2476/2703 [01:16<00:05, 43.70it/s]


dev:  92%|█████████▏| 2481/2703 [01:16<00:05, 44.17it/s]


dev:  92%|█████████▏| 2486/2703 [01:16<00:04, 44.73it/s]


dev:  92%|█████████▏| 2491/2703 [01:16<00:04, 43.10it/s]


dev:  92%|█████████▏| 2496/2703 [01:16<00:04, 43.99it/s]


dev:  93%|█████████▎| 2501/2703 [01:17<00:04, 41.78it/s]


dev:  93%|█████████▎| 2507/2703 [01:17<00:04, 44.29it/s]


dev:  93%|█████████▎| 2512/2703 [01:17<00:04, 44.40it/s]


dev:  93%|█████████▎| 2517/2703 [01:17<00:04, 42.72it/s]


dev:  93%|█████████▎| 2522/2703 [01:17<00:04, 43.36it/s]


dev:  93%|█████████▎| 2527/2703 [01:17<00:04, 43.37it/s]


dev:  94%|█████████▎| 2532/2703 [01:17<00:03, 42.81it/s]


dev:  94%|█████████▍| 2538/2703 [01:17<00:03, 44.99it/s]


dev:  94%|█████████▍| 2543/2703 [01:17<00:03, 45.52it/s]


dev:  94%|█████████▍| 2548/2703 [01:18<00:03, 44.71it/s]


dev:  94%|█████████▍| 2553/2703 [01:18<00:03, 45.36it/s]


dev:  95%|█████████▍| 2559/2703 [01:18<00:03, 45.66it/s]


dev:  95%|█████████▍| 2564/2703 [01:18<00:03, 44.90it/s]


dev:  95%|█████████▌| 2570/2703 [01:18<00:02, 48.15it/s]


dev:  95%|█████████▌| 2575/2703 [01:18<00:02, 48.29it/s]


dev:  95%|█████████▌| 2580/2703 [01:18<00:02, 46.49it/s]


dev:  96%|█████████▌| 2586/2703 [01:18<00:02, 49.76it/s]


dev:  96%|█████████▌| 2592/2703 [01:18<00:02, 49.73it/s]


dev:  96%|█████████▌| 2598/2703 [01:19<00:02, 49.88it/s]


dev:  96%|█████████▋| 2604/2703 [01:19<00:02, 48.01it/s]


dev:  97%|█████████▋| 2609/2703 [01:19<00:01, 47.47it/s]


dev:  97%|█████████▋| 2614/2703 [01:19<00:01, 44.93it/s]


dev:  97%|█████████▋| 2619/2703 [01:19<00:01, 44.29it/s]


dev:  97%|█████████▋| 2624/2703 [01:19<00:01, 44.51it/s]


dev:  97%|█████████▋| 2630/2703 [01:19<00:01, 48.14it/s]


dev:  97%|█████████▋| 2635/2703 [01:19<00:01, 47.55it/s]


dev:  98%|█████████▊| 2641/2703 [01:20<00:01, 48.56it/s]


dev:  98%|█████████▊| 2646/2703 [01:20<00:01, 45.83it/s]


dev:  98%|█████████▊| 2651/2703 [01:20<00:01, 46.82it/s]


dev:  98%|█████████▊| 2656/2703 [01:20<00:01, 46.89it/s]


dev:  98%|█████████▊| 2662/2703 [01:20<00:00, 50.01it/s]


dev:  99%|█████████▊| 2668/2703 [01:20<00:00, 47.76it/s]


dev:  99%|█████████▉| 2677/2703 [01:20<00:00, 56.17it/s]


dev:  99%|█████████▉| 2683/2703 [01:20<00:00, 51.67it/s]


dev:  99%|█████████▉| 2689/2703 [01:20<00:00, 53.34it/s]


dev: 100%|█████████▉| 2697/2703 [01:21<00:00, 59.29it/s]
dev: 100%|██████████| 2703/2703 [01:21<00:00, 33.26it/s]
dev loss: 2.0593016147613525
dev per: 0.5866701352757544

                                                            

                                                          
[Runner] - Save the checkpoint to:

overall:  50%|████▉     | 1999/4000 [18:51<17:19,  1.92it/s]

train:  57%|█████▋    | 1999/3515 [18:48<13:07,  1.92it/s]
                                                            

                                                          
1. result/downstream/grid/dev-best.ckpt

overall:  50%|████▉     | 1999/4000 [18:51<17:19,  1.92it/s]

train:  57%|█████▋    | 1999/3515 [18:48<13:07,  1.92it/s]
overall:  50%|█████     | 2000/4000 [18:51<14:11:17, 25.54s/it]

train:  57%|█████▋    | 2000/3515 [18:48<10:44:51, 25.54s/it]
overall:  50%|█████     | 2001/4000 [18:51<10:00:32, 18.03s/it]

train:  57%|█████▋    | 2001/3515 [18:49<7:34:50, 18.03s/it] 
overall:  50%|█████     | 2002/4000 [18:52<7:02:37, 12.69s/it] 

train:  57%|█████▋    | 2002/3515 [18:49<5:20:01, 12.69s/it]
overall:  50%|█████     | 2003/4000 [18:52<5:00:00,  9.01s/it]

train:  57%|█████▋    | 2003/3515 [18:49<3:47:08,  9.01s/it]
overall:  50%|█████     | 2004/4000 [18:53<3:35:02,  6.46s/it]

train:  57%|█████▋    | 2004/3515 [18:50<2:42:47,  6.46s/it]
overall:  50%|█████     | 2005/4000 [18:53<2:35:17,  4.67s/it]

train:  57%|█████▋    | 2005/3515 [18:50<1:57:32,  4.67s/it]
overall:  50%|█████     | 2006/4000 [18:53<1:53:32,  3.42s/it]

train:  57%|█████▋    | 2006/3515 [18:51<1:25:55,  3.42s/it]
overall:  50%|█████     | 2007/4000 [18:54<1:24:30,  2.54s/it]

train:  57%|█████▋    | 2007/3515 [18:51<1:03:56,  2.54s/it]
overall:  50%|█████     | 2008/4000 [18:54<1:04:00,  1.93s/it]

train:  57%|█████▋    | 2008/3515 [18:52<48:25,  1.93s/it]  
overall:  50%|█████     | 2009/4000 [18:55<49:20,  1.49s/it]  

train:  57%|█████▋    | 2009/3515 [18:52<37:19,  1.49s/it]
overall:  50%|█████     | 2010/4000 [18:55<38:24,  1.16s/it]

train:  57%|█████▋    | 2010/3515 [18:53<29:02,  1.16s/it]
overall:  50%|█████     | 2011/4000 [18:56<32:44,  1.01it/s]

train:  57%|█████▋    | 2011/3515 [18:53<24:45,  1.01it/s]
overall:  50%|█████     | 2012/4000 [18:56<28:01,  1.18it/s]

train:  57%|█████▋    | 2012/3515 [18:54<21:11,  1.18it/s]
overall:  50%|█████     | 2013/4000 [18:57<23:47,  1.39it/s]

train:  57%|█████▋    | 2013/3515 [18:54<17:58,  1.39it/s]
overall:  50%|█████     | 2014/4000 [18:57<21:55,  1.51it/s]

train:  57%|█████▋    | 2014/3515 [18:55<16:34,  1.51it/s]
overall:  50%|█████     | 2015/4000 [18:58<20:15,  1.63it/s]

train:  57%|█████▋    | 2015/3515 [18:55<15:18,  1.63it/s]
overall:  50%|█████     | 2016/4000 [18:58<15:53,  2.08it/s]

train:  57%|█████▋    | 2016/3515 [18:56<12:00,  2.08it/s]
overall:  50%|█████     | 2017/4000 [18:58<15:05,  2.19it/s]

train:  57%|█████▋    | 2017/3515 [18:56<11:24,  2.19it/s]
overall:  50%|█████     | 2018/4000 [18:59<11:45,  2.81it/s]

train:  57%|█████▋    | 2018/3515 [18:56<08:52,  2.81it/s]
overall:  50%|█████     | 2019/4000 [18:59<13:17,  2.48it/s]

train:  57%|█████▋    | 2019/3515 [18:57<10:02,  2.48it/s]train loss: 1.7310377359390259
train per: 0.5249578598227393

overall:  50%|█████     | 2020/4000 [19:00<14:33,  2.27it/s]

train:  57%|█████▋    | 2020/3515 [18:57<11:00,  2.26it/s]
overall:  51%|█████     | 2021/4000 [19:00<16:28,  2.00it/s]

train:  57%|█████▋    | 2021/3515 [18:58<12:26,  2.00it/s]
overall:  51%|█████     | 2022/4000 [19:01<16:26,  2.01it/s]

train:  58%|█████▊    | 2022/3515 [18:58<12:24,  2.01it/s]
overall:  51%|█████     | 2023/4000 [19:01<16:46,  1.96it/s]

train:  58%|█████▊    | 2023/3515 [18:59<12:39,  1.96it/s]
overall:  51%|█████     | 2024/4000 [19:02<16:44,  1.97it/s]

train:  58%|█████▊    | 2024/3515 [18:59<12:37,  1.97it/s]
overall:  51%|█████     | 2025/4000 [19:02<16:35,  1.98it/s]

train:  58%|█████▊    | 2025/3515 [19:00<12:31,  1.98it/s]
overall:  51%|█████     | 2026/4000 [19:03<16:09,  2.04it/s]

train:  58%|█████▊    | 2026/3515 [19:00<12:11,  2.04it/s]
overall:  51%|█████     | 2027/4000 [19:03<16:06,  2.04it/s]

train:  58%|█████▊    | 2027/3515 [19:01<12:08,  2.04it/s]
overall:  51%|█████     | 2028/4000 [19:03<13:46,  2.39it/s]

train:  58%|█████▊    | 2028/3515 [19:01<10:23,  2.39it/s]
overall:  51%|█████     | 2029/4000 [19:04<14:43,  2.23it/s]

train:  58%|█████▊    | 2029/3515 [19:02<11:06,  2.23it/s]
overall:  51%|█████     | 2030/4000 [19:05<15:22,  2.13it/s]

train:  58%|█████▊    | 2030/3515 [19:02<11:35,  2.13it/s]
overall:  51%|█████     | 2031/4000 [19:05<15:42,  2.09it/s]

train:  58%|█████▊    | 2031/3515 [19:03<11:50,  2.09it/s]
overall:  51%|█████     | 2032/4000 [19:06<16:09,  2.03it/s]

train:  58%|█████▊    | 2032/3515 [19:03<12:10,  2.03it/s]
overall:  51%|█████     | 2033/4000 [19:06<16:02,  2.04it/s]

train:  58%|█████▊    | 2033/3515 [19:04<12:05,  2.04it/s]
overall:  51%|█████     | 2034/4000 [19:07<16:20,  2.00it/s]

train:  58%|█████▊    | 2034/3515 [19:04<12:18,  2.00it/s]
overall:  51%|█████     | 2035/4000 [19:07<17:30,  1.87it/s]

train:  58%|█████▊    | 2035/3515 [19:05<13:11,  1.87it/s]
overall:  51%|█████     | 2036/4000 [19:08<17:17,  1.89it/s]

train:  58%|█████▊    | 2036/3515 [19:05<13:01,  1.89it/s]
overall:  51%|█████     | 2037/4000 [19:08<16:56,  1.93it/s]

train:  58%|█████▊    | 2037/3515 [19:06<12:45,  1.93it/s]
overall:  51%|█████     | 2038/4000 [19:09<16:23,  2.00it/s]

train:  58%|█████▊    | 2038/3515 [19:06<12:20,  2.00it/s]
overall:  51%|█████     | 2039/4000 [19:09<12:42,  2.57it/s]

train:  58%|█████▊    | 2039/3515 [19:06<09:33,  2.57it/s]train loss: 1.7457618713378906
train per: 0.5291893342441024

overall:  51%|█████     | 2040/4000 [19:09<13:24,  2.44it/s]

train:  58%|█████▊    | 2040/3515 [19:07<10:05,  2.43it/s]
overall:  51%|█████     | 2041/4000 [19:10<14:23,  2.27it/s]

train:  58%|█████▊    | 2041/3515 [19:07<10:49,  2.27it/s]
overall:  51%|█████     | 2042/4000 [19:10<13:38,  2.39it/s]

train:  58%|█████▊    | 2042/3515 [19:08<10:15,  2.39it/s]
overall:  51%|█████     | 2043/4000 [19:11<14:22,  2.27it/s]

train:  58%|█████▊    | 2043/3515 [19:08<10:48,  2.27it/s]
overall:  51%|█████     | 2044/4000 [19:11<12:32,  2.60it/s]

train:  58%|█████▊    | 2044/3515 [19:08<09:25,  2.60it/s]
overall:  51%|█████     | 2045/4000 [19:11<15:04,  2.16it/s]

train:  58%|█████▊    | 2045/3515 [19:09<11:19,  2.16it/s]
overall:  51%|█████     | 2046/4000 [19:12<12:24,  2.62it/s]

train:  58%|█████▊    | 2046/3515 [19:09<09:19,  2.62it/s]
overall:  51%|█████     | 2047/4000 [19:12<13:45,  2.37it/s]

train:  58%|█████▊    | 2047/3515 [19:10<10:20,  2.37it/s]
overall:  51%|█████     | 2048/4000 [19:13<14:59,  2.17it/s]

train:  58%|█████▊    | 2048/3515 [19:10<11:16,  2.17it/s]
overall:  51%|█████     | 2049/4000 [19:13<11:37,  2.80it/s]

train:  58%|█████▊    | 2049/3515 [19:10<08:44,  2.80it/s]
overall:  51%|█████▏    | 2050/4000 [19:13<12:54,  2.52it/s]

train:  58%|█████▊    | 2050/3515 [19:11<09:41,  2.52it/s]
overall:  51%|█████▏    | 2051/4000 [19:14<14:32,  2.23it/s]

train:  58%|█████▊    | 2051/3515 [19:11<10:55,  2.23it/s]
overall:  51%|█████▏    | 2052/4000 [19:14<14:02,  2.31it/s]

train:  58%|█████▊    | 2052/3515 [19:12<10:32,  2.31it/s]
overall:  51%|█████▏    | 2053/4000 [19:15<14:55,  2.17it/s]

train:  58%|█████▊    | 2053/3515 [19:12<11:12,  2.17it/s]
overall:  51%|█████▏    | 2054/4000 [19:15<14:19,  2.26it/s]

train:  58%|█████▊    | 2054/3515 [19:13<10:45,  2.26it/s]
overall:  51%|█████▏    | 2055/4000 [19:16<14:24,  2.25it/s]

train:  58%|█████▊    | 2055/3515 [19:13<10:48,  2.25it/s]
overall:  51%|█████▏    | 2056/4000 [19:16<14:59,  2.16it/s]

train:  58%|█████▊    | 2056/3515 [19:14<11:14,  2.16it/s]
overall:  51%|█████▏    | 2057/4000 [19:17<15:26,  2.10it/s]

train:  59%|█████▊    | 2057/3515 [19:14<11:35,  2.10it/s]
overall:  51%|█████▏    | 2058/4000 [19:17<15:36,  2.07it/s]

train:  59%|█████▊    | 2058/3515 [19:15<11:42,  2.07it/s]
overall:  51%|█████▏    | 2059/4000 [19:18<16:50,  1.92it/s]

train:  59%|█████▊    | 2059/3515 [19:15<12:37,  1.92it/s]train loss: 1.763365387916565
train per: 0.5329312553373186

overall:  52%|█████▏    | 2060/4000 [19:18<15:23,  2.10it/s]

train:  59%|█████▊    | 2060/3515 [19:16<11:33,  2.10it/s]
overall:  52%|█████▏    | 2061/4000 [19:19<15:48,  2.05it/s]

train:  59%|█████▊    | 2061/3515 [19:16<11:50,  2.05it/s]
overall:  52%|█████▏    | 2062/4000 [19:19<15:29,  2.08it/s]

train:  59%|█████▊    | 2062/3515 [19:17<11:36,  2.09it/s]
overall:  52%|█████▏    | 2063/4000 [19:20<14:56,  2.16it/s]

train:  59%|█████▊    | 2063/3515 [19:17<11:12,  2.16it/s]
overall:  52%|█████▏    | 2064/4000 [19:20<15:12,  2.12it/s]

train:  59%|█████▊    | 2064/3515 [19:18<11:23,  2.12it/s]
overall:  52%|█████▏    | 2065/4000 [19:21<14:44,  2.19it/s]

train:  59%|█████▊    | 2065/3515 [19:18<11:02,  2.19it/s]
overall:  52%|█████▏    | 2066/4000 [19:21<15:21,  2.10it/s]

train:  59%|█████▉    | 2066/3515 [19:19<11:30,  2.10it/s]
overall:  52%|█████▏    | 2067/4000 [19:21<14:55,  2.16it/s]

train:  59%|█████▉    | 2067/3515 [19:19<11:11,  2.16it/s]
overall:  52%|█████▏    | 2068/4000 [19:22<12:15,  2.63it/s]

train:  59%|█████▉    | 2068/3515 [19:19<09:10,  2.63it/s]
overall:  52%|█████▏    | 2069/4000 [19:22<12:49,  2.51it/s]

train:  59%|█████▉    | 2069/3515 [19:20<09:36,  2.51it/s]
overall:  52%|█████▏    | 2070/4000 [19:23<13:55,  2.31it/s]

train:  59%|█████▉    | 2070/3515 [19:20<10:25,  2.31it/s]
overall:  52%|█████▏    | 2071/4000 [19:23<14:38,  2.20it/s]

train:  59%|█████▉    | 2071/3515 [19:21<10:57,  2.20it/s]
overall:  52%|█████▏    | 2072/4000 [19:24<15:41,  2.05it/s]

train:  59%|█████▉    | 2072/3515 [19:21<11:44,  2.05it/s]
overall:  52%|█████▏    | 2073/4000 [19:24<16:00,  2.01it/s]

train:  59%|█████▉    | 2073/3515 [19:22<11:58,  2.01it/s]
overall:  52%|█████▏    | 2074/4000 [19:25<16:09,  1.99it/s]

train:  59%|█████▉    | 2074/3515 [19:22<12:05,  1.99it/s]
overall:  52%|█████▏    | 2075/4000 [19:25<16:39,  1.93it/s]

train:  59%|█████▉    | 2075/3515 [19:23<12:27,  1.93it/s]
overall:  52%|█████▏    | 2076/4000 [19:26<16:32,  1.94it/s]

train:  59%|█████▉    | 2076/3515 [19:23<12:22,  1.94it/s]
overall:  52%|█████▏    | 2077/4000 [19:26<16:10,  1.98it/s]

train:  59%|█████▉    | 2077/3515 [19:24<12:05,  1.98it/s]
overall:  52%|█████▏    | 2078/4000 [19:26<13:00,  2.46it/s]

train:  59%|█████▉    | 2078/3515 [19:24<09:43,  2.46it/s]
overall:  52%|█████▏    | 2079/4000 [19:27<14:01,  2.28it/s]

train:  59%|█████▉    | 2079/3515 [19:24<10:29,  2.28it/s]train loss: 1.7249692678451538
train per: 0.5242067906139096

overall:  52%|█████▏    | 2080/4000 [19:27<13:00,  2.46it/s]

train:  59%|█████▉    | 2080/3515 [19:25<09:43,  2.46it/s]
overall:  52%|█████▏    | 2081/4000 [19:28<16:13,  1.97it/s]

train:  59%|█████▉    | 2081/3515 [19:26<12:07,  1.97it/s]
overall:  52%|█████▏    | 2082/4000 [19:29<16:04,  1.99it/s]

train:  59%|█████▉    | 2082/3515 [19:26<12:00,  1.99it/s]
overall:  52%|█████▏    | 2083/4000 [19:29<16:50,  1.90it/s]

train:  59%|█████▉    | 2083/3515 [19:27<12:34,  1.90it/s]
overall:  52%|█████▏    | 2084/4000 [19:30<16:36,  1.92it/s]

train:  59%|█████▉    | 2084/3515 [19:27<12:24,  1.92it/s]
overall:  52%|█████▏    | 2085/4000 [19:30<13:56,  2.29it/s]

train:  59%|█████▉    | 2085/3515 [19:27<10:24,  2.29it/s]
overall:  52%|█████▏    | 2086/4000 [19:30<14:42,  2.17it/s]

train:  59%|█████▉    | 2086/3515 [19:28<10:58,  2.17it/s]
overall:  52%|█████▏    | 2087/4000 [19:31<15:01,  2.12it/s]

train:  59%|█████▉    | 2087/3515 [19:28<11:12,  2.12it/s]
overall:  52%|█████▏    | 2088/4000 [19:31<15:29,  2.06it/s]

train:  59%|█████▉    | 2088/3515 [19:29<11:33,  2.06it/s]
overall:  52%|█████▏    | 2089/4000 [19:32<13:12,  2.41it/s]

train:  59%|█████▉    | 2089/3515 [19:29<09:51,  2.41it/s]
overall:  52%|█████▏    | 2090/4000 [19:32<13:57,  2.28it/s]

train:  59%|█████▉    | 2090/3515 [19:30<10:25,  2.28it/s]
overall:  52%|█████▏    | 2091/4000 [19:33<14:43,  2.16it/s]

train:  59%|█████▉    | 2091/3515 [19:30<10:59,  2.16it/s]
overall:  52%|█████▏    | 2092/4000 [19:33<15:01,  2.12it/s]

train:  60%|█████▉    | 2092/3515 [19:31<11:12,  2.12it/s]
overall:  52%|█████▏    | 2093/4000 [19:34<16:27,  1.93it/s]

train:  60%|█████▉    | 2093/3515 [19:31<12:16,  1.93it/s]
overall:  52%|█████▏    | 2094/4000 [19:34<16:38,  1.91it/s]

train:  60%|█████▉    | 2094/3515 [19:32<12:24,  1.91it/s]
overall:  52%|█████▏    | 2095/4000 [19:35<16:24,  1.94it/s]

train:  60%|█████▉    | 2095/3515 [19:32<12:13,  1.94it/s]
overall:  52%|█████▏    | 2096/4000 [19:35<14:18,  2.22it/s]

train:  60%|█████▉    | 2096/3515 [19:33<10:40,  2.22it/s]
overall:  52%|█████▏    | 2097/4000 [19:36<14:49,  2.14it/s]

train:  60%|█████▉    | 2097/3515 [19:33<11:02,  2.14it/s]
overall:  52%|█████▏    | 2098/4000 [19:36<15:17,  2.07it/s]

train:  60%|█████▉    | 2098/3515 [19:34<11:23,  2.07it/s]
overall:  52%|█████▏    | 2099/4000 [19:37<15:24,  2.06it/s]

train:  60%|█████▉    | 2099/3515 [19:34<11:28,  2.06it/s]train loss: 1.7250888347625732
train per: 0.5256695095439452

overall:  52%|█████▎    | 2100/4000 [19:37<15:27,  2.05it/s]

train:  60%|█████▉    | 2100/3515 [19:35<11:31,  2.05it/s]
overall:  53%|█████▎    | 2101/4000 [19:38<15:29,  2.04it/s]

train:  60%|█████▉    | 2101/3515 [19:35<11:32,  2.04it/s]
overall:  53%|█████▎    | 2102/4000 [19:38<13:49,  2.29it/s]

train:  60%|█████▉    | 2102/3515 [19:35<10:17,  2.29it/s]
overall:  53%|█████▎    | 2103/4000 [19:38<14:23,  2.20it/s]

train:  60%|█████▉    | 2103/3515 [19:36<10:42,  2.20it/s]
overall:  53%|█████▎    | 2104/4000 [19:39<14:37,  2.16it/s]

train:  60%|█████▉    | 2104/3515 [19:36<10:53,  2.16it/s]
overall:  53%|█████▎    | 2105/4000 [19:39<13:41,  2.31it/s]

train:  60%|█████▉    | 2105/3515 [19:37<10:11,  2.31it/s]
overall:  53%|█████▎    | 2106/4000 [19:40<14:05,  2.24it/s]

train:  60%|█████▉    | 2106/3515 [19:37<10:29,  2.24it/s]
overall:  53%|█████▎    | 2107/4000 [19:40<11:05,  2.85it/s]

train:  60%|█████▉    | 2107/3515 [19:37<08:14,  2.85it/s]
overall:  53%|█████▎    | 2108/4000 [19:40<12:24,  2.54it/s]

train:  60%|█████▉    | 2108/3515 [19:38<09:13,  2.54it/s]
overall:  53%|█████▎    | 2109/4000 [19:41<14:33,  2.17it/s]

train:  60%|██████    | 2109/3515 [19:38<10:49,  2.17it/s]
overall:  53%|█████▎    | 2110/4000 [19:41<14:34,  2.16it/s]

train:  60%|██████    | 2110/3515 [19:39<10:50,  2.16it/s]
overall:  53%|█████▎    | 2111/4000 [19:42<14:56,  2.11it/s]

train:  60%|██████    | 2111/3515 [19:39<11:06,  2.11it/s]
overall:  53%|█████▎    | 2112/4000 [19:42<12:38,  2.49it/s]

train:  60%|██████    | 2112/3515 [19:40<09:23,  2.49it/s]
overall:  53%|█████▎    | 2113/4000 [19:43<13:41,  2.30it/s]

train:  60%|██████    | 2113/3515 [19:40<10:10,  2.30it/s]
overall:  53%|█████▎    | 2114/4000 [19:43<14:30,  2.17it/s]

train:  60%|██████    | 2114/3515 [19:41<10:46,  2.17it/s]
overall:  53%|█████▎    | 2115/4000 [19:44<14:56,  2.10it/s]

train:  60%|██████    | 2115/3515 [19:41<11:06,  2.10it/s]
overall:  53%|█████▎    | 2116/4000 [19:44<12:06,  2.59it/s]

train:  60%|██████    | 2116/3515 [19:41<08:59,  2.59it/s]
overall:  53%|█████▎    | 2117/4000 [19:45<14:30,  2.16it/s]

train:  60%|██████    | 2117/3515 [19:42<10:46,  2.16it/s]
overall:  53%|█████▎    | 2118/4000 [19:45<14:55,  2.10it/s]

train:  60%|██████    | 2118/3515 [19:43<11:04,  2.10it/s]
overall:  53%|█████▎    | 2119/4000 [19:46<15:01,  2.09it/s]

train:  60%|██████    | 2119/3515 [19:43<11:09,  2.09it/s]train loss: 1.7437185049057007
train per: 0.5276661181104486

overall:  53%|█████▎    | 2120/4000 [19:46<16:06,  1.95it/s]

train:  60%|██████    | 2120/3515 [19:44<11:57,  1.94it/s]
overall:  53%|█████▎    | 2121/4000 [19:46<13:07,  2.39it/s]

train:  60%|██████    | 2121/3515 [19:44<09:44,  2.39it/s]
overall:  53%|█████▎    | 2122/4000 [19:47<13:54,  2.25it/s]

train:  60%|██████    | 2122/3515 [19:44<10:18,  2.25it/s]
overall:  53%|█████▎    | 2123/4000 [19:47<11:04,  2.83it/s]

train:  60%|██████    | 2123/3515 [19:44<08:12,  2.83it/s]
overall:  53%|█████▎    | 2124/4000 [19:47<12:39,  2.47it/s]

train:  60%|██████    | 2124/3515 [19:45<09:22,  2.47it/s]
overall:  53%|█████▎    | 2125/4000 [19:48<13:04,  2.39it/s]

train:  60%|██████    | 2125/3515 [19:45<09:41,  2.39it/s]
overall:  53%|█████▎    | 2126/4000 [19:48<14:11,  2.20it/s]

train:  60%|██████    | 2126/3515 [19:46<10:31,  2.20it/s]
overall:  53%|█████▎    | 2127/4000 [19:49<14:42,  2.12it/s]

train:  61%|██████    | 2127/3515 [19:46<10:54,  2.12it/s]
overall:  53%|█████▎    | 2128/4000 [19:49<14:45,  2.11it/s]

train:  61%|██████    | 2128/3515 [19:47<10:56,  2.11it/s]
overall:  53%|█████▎    | 2129/4000 [19:50<15:07,  2.06it/s]

train:  61%|██████    | 2129/3515 [19:47<11:11,  2.06it/s]
overall:  53%|█████▎    | 2130/4000 [19:50<15:10,  2.05it/s]

train:  61%|██████    | 2130/3515 [19:48<11:14,  2.05it/s]
overall:  53%|█████▎    | 2131/4000 [19:51<15:09,  2.06it/s]

train:  61%|██████    | 2131/3515 [19:48<11:13,  2.06it/s]
overall:  53%|█████▎    | 2132/4000 [19:51<15:23,  2.02it/s]

train:  61%|██████    | 2132/3515 [19:49<11:23,  2.02it/s]
overall:  53%|█████▎    | 2133/4000 [19:52<16:02,  1.94it/s]

train:  61%|██████    | 2133/3515 [19:50<11:52,  1.94it/s]
overall:  53%|█████▎    | 2134/4000 [19:52<13:36,  2.29it/s]

train:  61%|██████    | 2134/3515 [19:50<10:03,  2.29it/s]
overall:  53%|█████▎    | 2135/4000 [19:53<14:24,  2.16it/s]

train:  61%|██████    | 2135/3515 [19:50<10:39,  2.16it/s]
overall:  53%|█████▎    | 2136/4000 [19:53<15:07,  2.05it/s]

train:  61%|██████    | 2136/3515 [19:51<11:11,  2.05it/s]
overall:  53%|█████▎    | 2137/4000 [19:54<15:10,  2.05it/s]

train:  61%|██████    | 2137/3515 [19:51<11:13,  2.05it/s]
overall:  53%|█████▎    | 2138/4000 [19:54<15:45,  1.97it/s]

train:  61%|██████    | 2138/3515 [19:52<11:39,  1.97it/s]
overall:  53%|█████▎    | 2139/4000 [19:55<15:40,  1.98it/s]

train:  61%|██████    | 2139/3515 [19:52<11:35,  1.98it/s]train loss: 1.7634738683700562
train per: 0.5310511517782271

overall:  54%|█████▎    | 2140/4000 [19:55<15:49,  1.96it/s]

train:  61%|██████    | 2140/3515 [19:53<11:42,  1.96it/s]
overall:  54%|█████▎    | 2141/4000 [19:56<17:10,  1.80it/s]

train:  61%|██████    | 2141/3515 [19:54<12:41,  1.80it/s]
overall:  54%|█████▎    | 2142/4000 [19:57<16:47,  1.85it/s]

train:  61%|██████    | 2142/3515 [19:54<12:24,  1.85it/s]
overall:  54%|█████▎    | 2143/4000 [19:57<16:17,  1.90it/s]

train:  61%|██████    | 2143/3515 [19:55<12:01,  1.90it/s]
overall:  54%|█████▎    | 2144/4000 [19:58<16:13,  1.91it/s]

train:  61%|██████    | 2144/3515 [19:55<11:59,  1.91it/s]
overall:  54%|█████▎    | 2145/4000 [19:58<15:50,  1.95it/s]

train:  61%|██████    | 2145/3515 [19:56<11:42,  1.95it/s]
overall:  54%|█████▎    | 2146/4000 [19:59<15:35,  1.98it/s]

train:  61%|██████    | 2146/3515 [19:56<11:30,  1.98it/s]
overall:  54%|█████▎    | 2147/4000 [19:59<15:35,  1.98it/s]

train:  61%|██████    | 2147/3515 [19:57<11:30,  1.98it/s]
overall:  54%|█████▎    | 2148/4000 [20:00<15:03,  2.05it/s]

train:  61%|██████    | 2148/3515 [19:57<11:06,  2.05it/s]
overall:  54%|█████▎    | 2149/4000 [20:00<11:44,  2.63it/s]

train:  61%|██████    | 2149/3515 [19:57<08:39,  2.63it/s]
overall:  54%|█████▍    | 2150/4000 [20:00<12:54,  2.39it/s]

train:  61%|██████    | 2150/3515 [19:58<09:31,  2.39it/s]
overall:  54%|█████▍    | 2151/4000 [20:01<13:52,  2.22it/s]

train:  61%|██████    | 2151/3515 [19:58<10:14,  2.22it/s]
overall:  54%|█████▍    | 2152/4000 [20:01<14:38,  2.10it/s]

train:  61%|██████    | 2152/3515 [19:59<10:48,  2.10it/s]
overall:  54%|█████▍    | 2153/4000 [20:02<13:06,  2.35it/s]

train:  61%|██████▏   | 2153/3515 [19:59<09:40,  2.35it/s]
overall:  54%|█████▍    | 2154/4000 [20:02<14:00,  2.20it/s]

train:  61%|██████▏   | 2154/3515 [20:00<10:19,  2.20it/s]
overall:  54%|█████▍    | 2155/4000 [20:03<14:23,  2.14it/s]

train:  61%|██████▏   | 2155/3515 [20:00<10:36,  2.14it/s]
overall:  54%|█████▍    | 2156/4000 [20:03<14:45,  2.08it/s]

train:  61%|██████▏   | 2156/3515 [20:01<10:52,  2.08it/s]
overall:  54%|█████▍    | 2157/4000 [20:03<13:42,  2.24it/s]

train:  61%|██████▏   | 2157/3515 [20:01<10:06,  2.24it/s]
overall:  54%|█████▍    | 2158/4000 [20:04<14:29,  2.12it/s]

train:  61%|██████▏   | 2158/3515 [20:01<10:40,  2.12it/s]
overall:  54%|█████▍    | 2159/4000 [20:04<14:46,  2.08it/s]

train:  61%|██████▏   | 2159/3515 [20:02<10:53,  2.08it/s]train loss: 1.7156438827514648
train per: 0.5253738783649052

overall:  54%|█████▍    | 2160/4000 [20:05<14:41,  2.09it/s]

train:  61%|██████▏   | 2160/3515 [20:02<10:49,  2.09it/s]
overall:  54%|█████▍    | 2161/4000 [20:05<14:46,  2.07it/s]

train:  61%|██████▏   | 2161/3515 [20:03<10:52,  2.07it/s]
overall:  54%|█████▍    | 2162/4000 [20:06<12:55,  2.37it/s]

train:  62%|██████▏   | 2162/3515 [20:03<09:30,  2.37it/s]
overall:  54%|█████▍    | 2163/4000 [20:06<13:44,  2.23it/s]

train:  62%|██████▏   | 2163/3515 [20:04<10:07,  2.23it/s]
overall:  54%|█████▍    | 2164/4000 [20:07<14:32,  2.10it/s]

train:  62%|██████▏   | 2164/3515 [20:04<10:41,  2.10it/s]
overall:  54%|█████▍    | 2165/4000 [20:07<15:45,  1.94it/s]

train:  62%|██████▏   | 2165/3515 [20:05<11:35,  1.94it/s]
overall:  54%|█████▍    | 2166/4000 [20:08<15:38,  1.95it/s]

train:  62%|██████▏   | 2166/3515 [20:05<11:30,  1.95it/s]
overall:  54%|█████▍    | 2167/4000 [20:08<15:22,  1.99it/s]

train:  62%|██████▏   | 2167/3515 [20:06<11:18,  1.99it/s]
overall:  54%|█████▍    | 2168/4000 [20:09<15:50,  1.93it/s]

train:  62%|██████▏   | 2168/3515 [20:06<11:38,  1.93it/s]
overall:  54%|█████▍    | 2169/4000 [20:09<15:35,  1.96it/s]

train:  62%|██████▏   | 2169/3515 [20:07<11:27,  1.96it/s]
overall:  54%|█████▍    | 2170/4000 [20:10<15:36,  1.95it/s]

train:  62%|██████▏   | 2170/3515 [20:07<11:28,  1.95it/s]
overall:  54%|█████▍    | 2171/4000 [20:10<14:33,  2.09it/s]

train:  62%|██████▏   | 2171/3515 [20:08<10:41,  2.09it/s]
overall:  54%|█████▍    | 2172/4000 [20:11<14:03,  2.17it/s]

train:  62%|██████▏   | 2172/3515 [20:08<10:19,  2.17it/s]
overall:  54%|█████▍    | 2173/4000 [20:11<14:28,  2.10it/s]

train:  62%|██████▏   | 2173/3515 [20:09<10:37,  2.10it/s]
overall:  54%|█████▍    | 2174/4000 [20:12<14:57,  2.04it/s]

train:  62%|██████▏   | 2174/3515 [20:09<10:58,  2.04it/s]
overall:  54%|█████▍    | 2175/4000 [20:12<13:18,  2.29it/s]

train:  62%|██████▏   | 2175/3515 [20:10<09:46,  2.29it/s]
overall:  54%|█████▍    | 2176/4000 [20:12<12:10,  2.50it/s]

train:  62%|██████▏   | 2176/3515 [20:10<08:56,  2.50it/s]
overall:  54%|█████▍    | 2177/4000 [20:13<12:01,  2.53it/s]

train:  62%|██████▏   | 2177/3515 [20:10<08:49,  2.53it/s]
overall:  54%|█████▍    | 2178/4000 [20:13<13:00,  2.33it/s]

train:  62%|██████▏   | 2178/3515 [20:11<09:33,  2.33it/s]
overall:  54%|█████▍    | 2179/4000 [20:14<13:49,  2.19it/s]

train:  62%|██████▏   | 2179/3515 [20:11<10:08,  2.19it/s]train loss: 1.6938750743865967
train per: 0.5157407165100882

overall:  55%|█████▍    | 2180/4000 [20:14<13:56,  2.17it/s]

train:  62%|██████▏   | 2180/3515 [20:12<10:14,  2.17it/s]
overall:  55%|█████▍    | 2181/4000 [20:15<15:26,  1.96it/s]

train:  62%|██████▏   | 2181/3515 [20:12<11:19,  1.96it/s]
overall:  55%|█████▍    | 2182/4000 [20:15<15:37,  1.94it/s]

train:  62%|██████▏   | 2182/3515 [20:13<11:26,  1.94it/s]
overall:  55%|█████▍    | 2183/4000 [20:16<15:35,  1.94it/s]

train:  62%|██████▏   | 2183/3515 [20:13<11:25,  1.94it/s]
overall:  55%|█████▍    | 2184/4000 [20:16<15:38,  1.93it/s]

train:  62%|██████▏   | 2184/3515 [20:14<11:27,  1.94it/s]
overall:  55%|█████▍    | 2185/4000 [20:17<13:46,  2.20it/s]

train:  62%|██████▏   | 2185/3515 [20:14<10:05,  2.20it/s]
overall:  55%|█████▍    | 2186/4000 [20:17<13:44,  2.20it/s]

train:  62%|██████▏   | 2186/3515 [20:15<10:03,  2.20it/s]
overall:  55%|█████▍    | 2187/4000 [20:18<13:58,  2.16it/s]

train:  62%|██████▏   | 2187/3515 [20:15<10:13,  2.16it/s]
overall:  55%|█████▍    | 2188/4000 [20:18<14:25,  2.09it/s]

train:  62%|██████▏   | 2188/3515 [20:16<10:33,  2.09it/s]
overall:  55%|█████▍    | 2189/4000 [20:19<15:46,  1.91it/s]

train:  62%|██████▏   | 2189/3515 [20:16<11:33,  1.91it/s]
overall:  55%|█████▍    | 2190/4000 [20:19<14:50,  2.03it/s]

train:  62%|██████▏   | 2190/3515 [20:17<10:52,  2.03it/s]
overall:  55%|█████▍    | 2191/4000 [20:20<13:41,  2.20it/s]

train:  62%|██████▏   | 2191/3515 [20:17<10:01,  2.20it/s]
overall:  55%|█████▍    | 2192/4000 [20:20<11:08,  2.70it/s]

train:  62%|██████▏   | 2192/3515 [20:17<08:09,  2.70it/s]
overall:  55%|█████▍    | 2193/4000 [20:20<12:15,  2.46it/s]

train:  62%|██████▏   | 2193/3515 [20:18<08:58,  2.46it/s]
overall:  55%|█████▍    | 2194/4000 [20:21<12:39,  2.38it/s]

train:  62%|██████▏   | 2194/3515 [20:18<09:15,  2.38it/s]
overall:  55%|█████▍    | 2195/4000 [20:21<13:44,  2.19it/s]

train:  62%|██████▏   | 2195/3515 [20:19<10:03,  2.19it/s]
overall:  55%|█████▍    | 2196/4000 [20:21<11:20,  2.65it/s]

train:  62%|██████▏   | 2196/3515 [20:19<08:17,  2.65it/s]
overall:  55%|█████▍    | 2197/4000 [20:22<12:20,  2.43it/s]

train:  63%|██████▎   | 2197/3515 [20:19<09:01,  2.43it/s]
overall:  55%|█████▍    | 2198/4000 [20:22<12:49,  2.34it/s]

train:  63%|██████▎   | 2198/3515 [20:20<09:22,  2.34it/s]
overall:  55%|█████▍    | 2199/4000 [20:23<13:45,  2.18it/s]

train:  63%|██████▎   | 2199/3515 [20:20<10:02,  2.18it/s]train loss: 1.7219927310943604
train per: 0.5248093774894731

overall:  55%|█████▌    | 2200/4000 [20:24<14:23,  2.09it/s]

train:  63%|██████▎   | 2200/3515 [20:21<10:30,  2.08it/s]
overall:  55%|█████▌    | 2201/4000 [20:24<14:28,  2.07it/s]

train:  63%|██████▎   | 2201/3515 [20:21<10:34,  2.07it/s]
overall:  55%|█████▌    | 2202/4000 [20:25<14:52,  2.01it/s]

train:  63%|██████▎   | 2202/3515 [20:22<10:52,  2.01it/s]
overall:  55%|█████▌    | 2203/4000 [20:25<15:07,  1.98it/s]

train:  63%|██████▎   | 2203/3515 [20:23<11:02,  1.98it/s]
overall:  55%|█████▌    | 2204/4000 [20:26<15:05,  1.98it/s]

train:  63%|██████▎   | 2204/3515 [20:23<11:00,  1.98it/s]
overall:  55%|█████▌    | 2205/4000 [20:26<15:50,  1.89it/s]

train:  63%|██████▎   | 2205/3515 [20:24<11:33,  1.89it/s]
overall:  55%|█████▌    | 2206/4000 [20:27<15:46,  1.89it/s]

train:  63%|██████▎   | 2206/3515 [20:24<11:30,  1.89it/s]
overall:  55%|█████▌    | 2207/4000 [20:27<15:35,  1.92it/s]

train:  63%|██████▎   | 2207/3515 [20:25<11:22,  1.92it/s]
overall:  55%|█████▌    | 2208/4000 [20:28<15:35,  1.92it/s]

train:  63%|██████▎   | 2208/3515 [20:25<11:22,  1.92it/s]
overall:  55%|█████▌    | 2209/4000 [20:28<15:44,  1.90it/s]

train:  63%|██████▎   | 2209/3515 [20:26<11:29,  1.90it/s]
overall:  55%|█████▌    | 2210/4000 [20:29<15:30,  1.92it/s]

train:  63%|██████▎   | 2210/3515 [20:26<11:18,  1.92it/s]
overall:  55%|█████▌    | 2211/4000 [20:29<15:23,  1.94it/s]

train:  63%|██████▎   | 2211/3515 [20:27<11:12,  1.94it/s]
overall:  55%|█████▌    | 2212/4000 [20:30<15:13,  1.96it/s]

train:  63%|██████▎   | 2212/3515 [20:27<11:05,  1.96it/s]
overall:  55%|█████▌    | 2213/4000 [20:30<16:32,  1.80it/s]

train:  63%|██████▎   | 2213/3515 [20:28<12:02,  1.80it/s]
overall:  55%|█████▌    | 2214/4000 [20:31<13:43,  2.17it/s]

train:  63%|██████▎   | 2214/3515 [20:28<09:59,  2.17it/s]
overall:  55%|█████▌    | 2215/4000 [20:31<13:54,  2.14it/s]

train:  63%|██████▎   | 2215/3515 [20:29<10:07,  2.14it/s]
overall:  55%|█████▌    | 2216/4000 [20:32<15:01,  1.98it/s]

train:  63%|██████▎   | 2216/3515 [20:29<10:56,  1.98it/s]
overall:  55%|█████▌    | 2217/4000 [20:32<14:56,  1.99it/s]

train:  63%|██████▎   | 2217/3515 [20:30<10:52,  1.99it/s]
overall:  55%|█████▌    | 2218/4000 [20:33<14:47,  2.01it/s]

train:  63%|██████▎   | 2218/3515 [20:30<10:46,  2.01it/s]
overall:  55%|█████▌    | 2219/4000 [20:33<14:57,  1.98it/s]

train:  63%|██████▎   | 2219/3515 [20:31<10:53,  1.98it/s]train loss: 1.731305480003357
train per: 0.5253836795807598

overall:  56%|█████▌    | 2220/4000 [20:34<15:11,  1.95it/s]

train:  63%|██████▎   | 2220/3515 [20:31<11:03,  1.95it/s]
overall:  56%|█████▌    | 2221/4000 [20:34<15:04,  1.97it/s]

train:  63%|██████▎   | 2221/3515 [20:32<10:57,  1.97it/s]
overall:  56%|█████▌    | 2222/4000 [20:34<12:47,  2.32it/s]

train:  63%|██████▎   | 2222/3515 [20:32<09:17,  2.32it/s]
overall:  56%|█████▌    | 2223/4000 [20:35<13:15,  2.24it/s]

train:  63%|██████▎   | 2223/3515 [20:32<09:38,  2.24it/s]
overall:  56%|█████▌    | 2224/4000 [20:35<13:42,  2.16it/s]

train:  63%|██████▎   | 2224/3515 [20:33<09:57,  2.16it/s]
overall:  56%|█████▌    | 2225/4000 [20:36<13:08,  2.25it/s]

train:  63%|██████▎   | 2225/3515 [20:33<09:32,  2.25it/s]
overall:  56%|█████▌    | 2226/4000 [20:36<13:45,  2.15it/s]

train:  63%|██████▎   | 2226/3515 [20:34<09:59,  2.15it/s]
overall:  56%|█████▌    | 2227/4000 [20:37<14:25,  2.05it/s]

train:  63%|██████▎   | 2227/3515 [20:34<10:28,  2.05it/s]
overall:  56%|█████▌    | 2228/4000 [20:37<14:46,  2.00it/s]

train:  63%|██████▎   | 2228/3515 [20:35<10:43,  2.00it/s]
overall:  56%|█████▌    | 2229/4000 [20:38<15:29,  1.90it/s]

train:  63%|██████▎   | 2229/3515 [20:36<11:15,  1.90it/s]
overall:  56%|█████▌    | 2230/4000 [20:39<15:09,  1.95it/s]

train:  63%|██████▎   | 2230/3515 [20:36<11:00,  1.95it/s]
overall:  56%|█████▌    | 2231/4000 [20:39<15:10,  1.94it/s]

train:  63%|██████▎   | 2231/3515 [20:37<11:00,  1.94it/s]
overall:  56%|█████▌    | 2232/4000 [20:40<15:14,  1.93it/s]

train:  63%|██████▎   | 2232/3515 [20:37<11:03,  1.93it/s]
overall:  56%|█████▌    | 2233/4000 [20:40<14:28,  2.03it/s]

train:  64%|██████▎   | 2233/3515 [20:38<10:30,  2.03it/s]
overall:  56%|█████▌    | 2234/4000 [20:40<14:23,  2.05it/s]

train:  64%|██████▎   | 2234/3515 [20:38<10:26,  2.05it/s]
overall:  56%|█████▌    | 2235/4000 [20:41<14:43,  2.00it/s]

train:  64%|██████▎   | 2235/3515 [20:39<10:40,  2.00it/s]
overall:  56%|█████▌    | 2236/4000 [20:42<14:39,  2.01it/s]

train:  64%|██████▎   | 2236/3515 [20:39<10:37,  2.01it/s]
overall:  56%|█████▌    | 2237/4000 [20:42<15:58,  1.84it/s]

train:  64%|██████▎   | 2237/3515 [20:40<11:35,  1.84it/s]
overall:  56%|█████▌    | 2238/4000 [20:43<15:32,  1.89it/s]

train:  64%|██████▎   | 2238/3515 [20:40<11:16,  1.89it/s]
overall:  56%|█████▌    | 2239/4000 [20:43<15:41,  1.87it/s]

train:  64%|██████▎   | 2239/3515 [20:41<11:22,  1.87it/s]train loss: 1.706383466720581
train per: 0.5172218552420497

overall:  56%|█████▌    | 2240/4000 [20:44<16:16,  1.80it/s]

train:  64%|██████▎   | 2240/3515 [20:41<11:47,  1.80it/s]
overall:  56%|█████▌    | 2241/4000 [20:44<15:59,  1.83it/s]

train:  64%|██████▍   | 2241/3515 [20:42<11:34,  1.83it/s]
overall:  56%|█████▌    | 2242/4000 [20:45<15:56,  1.84it/s]

train:  64%|██████▍   | 2242/3515 [20:42<11:32,  1.84it/s]
overall:  56%|█████▌    | 2243/4000 [20:45<15:41,  1.87it/s]

train:  64%|██████▍   | 2243/3515 [20:43<11:21,  1.87it/s]
overall:  56%|█████▌    | 2244/4000 [20:46<15:24,  1.90it/s]

train:  64%|██████▍   | 2244/3515 [20:43<11:09,  1.90it/s]
overall:  56%|█████▌    | 2245/4000 [20:46<15:07,  1.93it/s]

train:  64%|██████▍   | 2245/3515 [20:44<10:56,  1.93it/s]
overall:  56%|█████▌    | 2246/4000 [20:47<14:56,  1.96it/s]

train:  64%|██████▍   | 2246/3515 [20:44<10:48,  1.96it/s]
overall:  56%|█████▌    | 2247/4000 [20:47<15:00,  1.95it/s]

train:  64%|██████▍   | 2247/3515 [20:45<10:51,  1.95it/s]
overall:  56%|█████▌    | 2248/4000 [20:48<15:04,  1.94it/s]

train:  64%|██████▍   | 2248/3515 [20:45<10:54,  1.94it/s]
overall:  56%|█████▌    | 2249/4000 [20:48<15:10,  1.92it/s]

train:  64%|██████▍   | 2249/3515 [20:46<10:58,  1.92it/s]
overall:  56%|█████▋    | 2250/4000 [20:49<15:18,  1.91it/s]

train:  64%|██████▍   | 2250/3515 [20:46<11:03,  1.91it/s]
overall:  56%|█████▋    | 2251/4000 [20:49<13:53,  2.10it/s]

train:  64%|██████▍   | 2251/3515 [20:47<10:02,  2.10it/s]
overall:  56%|█████▋    | 2252/4000 [20:50<14:03,  2.07it/s]

train:  64%|██████▍   | 2252/3515 [20:47<10:09,  2.07it/s]
overall:  56%|█████▋    | 2253/4000 [20:50<15:17,  1.90it/s]

train:  64%|██████▍   | 2253/3515 [20:48<11:03,  1.90it/s]
overall:  56%|█████▋    | 2254/4000 [20:51<15:11,  1.92it/s]

train:  64%|██████▍   | 2254/3515 [20:48<10:58,  1.92it/s]
overall:  56%|█████▋    | 2255/4000 [20:52<15:18,  1.90it/s]

train:  64%|██████▍   | 2255/3515 [20:49<11:03,  1.90it/s]
overall:  56%|█████▋    | 2256/4000 [20:52<14:40,  1.98it/s]

train:  64%|██████▍   | 2256/3515 [20:49<10:35,  1.98it/s]
overall:  56%|█████▋    | 2257/4000 [20:53<14:51,  1.95it/s]

train:  64%|██████▍   | 2257/3515 [20:50<10:43,  1.95it/s]
overall:  56%|█████▋    | 2258/4000 [20:53<14:09,  2.05it/s]

train:  64%|██████▍   | 2258/3515 [20:50<10:12,  2.05it/s]
overall:  56%|█████▋    | 2259/4000 [20:53<14:20,  2.02it/s]

train:  64%|██████▍   | 2259/3515 [20:51<10:21,  2.02it/s]train loss: 1.7266271114349365
train per: 0.5263180923211551

overall:  56%|█████▋    | 2260/4000 [20:54<12:27,  2.33it/s]

train:  64%|██████▍   | 2260/3515 [20:51<08:59,  2.33it/s]
overall:  57%|█████▋    | 2261/4000 [20:54<14:05,  2.06it/s]

train:  64%|██████▍   | 2261/3515 [20:52<10:09,  2.06it/s]
overall:  57%|█████▋    | 2262/4000 [20:55<14:24,  2.01it/s]

train:  64%|██████▍   | 2262/3515 [20:52<10:23,  2.01it/s]
overall:  57%|█████▋    | 2263/4000 [20:55<14:37,  1.98it/s]

train:  64%|██████▍   | 2263/3515 [20:53<10:32,  1.98it/s]
overall:  57%|█████▋    | 2264/4000 [20:56<15:15,  1.90it/s]

train:  64%|██████▍   | 2264/3515 [20:53<10:59,  1.90it/s]
overall:  57%|█████▋    | 2265/4000 [20:56<14:15,  2.03it/s]

train:  64%|██████▍   | 2265/3515 [20:54<10:16,  2.03it/s]
overall:  57%|█████▋    | 2266/4000 [20:57<14:28,  2.00it/s]

train:  64%|██████▍   | 2266/3515 [20:54<10:25,  2.00it/s]
overall:  57%|█████▋    | 2267/4000 [20:57<14:13,  2.03it/s]

train:  64%|██████▍   | 2267/3515 [20:55<10:14,  2.03it/s]
overall:  57%|█████▋    | 2268/4000 [20:58<14:24,  2.00it/s]

train:  65%|██████▍   | 2268/3515 [20:55<10:22,  2.00it/s]
overall:  57%|█████▋    | 2269/4000 [20:58<14:06,  2.04it/s]

train:  65%|██████▍   | 2269/3515 [20:56<10:09,  2.04it/s]
overall:  57%|█████▋    | 2270/4000 [20:59<14:11,  2.03it/s]

train:  65%|██████▍   | 2270/3515 [20:56<10:12,  2.03it/s]
overall:  57%|█████▋    | 2271/4000 [20:59<14:07,  2.04it/s]

train:  65%|██████▍   | 2271/3515 [20:57<10:09,  2.04it/s]
overall:  57%|█████▋    | 2272/4000 [21:00<13:48,  2.08it/s]

train:  65%|██████▍   | 2272/3515 [20:57<09:56,  2.08it/s]
overall:  57%|█████▋    | 2273/4000 [21:00<14:07,  2.04it/s]

train:  65%|██████▍   | 2273/3515 [20:58<10:09,  2.04it/s]
overall:  57%|█████▋    | 2274/4000 [21:01<14:23,  2.00it/s]

train:  65%|██████▍   | 2274/3515 [20:58<10:21,  2.00it/s]
overall:  57%|█████▋    | 2275/4000 [21:01<14:07,  2.04it/s]

train:  65%|██████▍   | 2275/3515 [20:59<10:09,  2.04it/s]
overall:  57%|█████▋    | 2276/4000 [21:02<12:20,  2.33it/s]

train:  65%|██████▍   | 2276/3515 [20:59<08:51,  2.33it/s]
overall:  57%|█████▋    | 2277/4000 [21:02<13:29,  2.13it/s]

train:  65%|██████▍   | 2277/3515 [21:00<09:41,  2.13it/s]
overall:  57%|█████▋    | 2278/4000 [21:03<13:51,  2.07it/s]

train:  65%|██████▍   | 2278/3515 [21:00<09:57,  2.07it/s]
overall:  57%|█████▋    | 2279/4000 [21:03<13:08,  2.18it/s]

train:  65%|██████▍   | 2279/3515 [21:01<09:26,  2.18it/s]train loss: 1.692472219467163
train per: 0.5199176686161802

overall:  57%|█████▋    | 2280/4000 [21:04<13:04,  2.19it/s]

train:  65%|██████▍   | 2280/3515 [21:01<09:23,  2.19it/s]
overall:  57%|█████▋    | 2281/4000 [21:04<13:33,  2.11it/s]

train:  65%|██████▍   | 2281/3515 [21:02<09:43,  2.11it/s]
overall:  57%|█████▋    | 2282/4000 [21:04<12:56,  2.21it/s]

train:  65%|██████▍   | 2282/3515 [21:02<09:17,  2.21it/s]
overall:  57%|█████▋    | 2283/4000 [21:05<13:12,  2.17it/s]

train:  65%|██████▍   | 2283/3515 [21:02<09:28,  2.17it/s]
overall:  57%|█████▋    | 2284/4000 [21:05<13:14,  2.16it/s]

train:  65%|██████▍   | 2284/3515 [21:03<09:30,  2.16it/s]
overall:  57%|█████▋    | 2285/4000 [21:06<14:40,  1.95it/s]

train:  65%|██████▌   | 2285/3515 [21:04<10:31,  1.95it/s]
overall:  57%|█████▋    | 2286/4000 [21:07<14:51,  1.92it/s]

train:  65%|██████▌   | 2286/3515 [21:04<10:39,  1.92it/s]
overall:  57%|█████▋    | 2287/4000 [21:07<14:41,  1.94it/s]

train:  65%|██████▌   | 2287/3515 [21:05<10:31,  1.94it/s]
overall:  57%|█████▋    | 2288/4000 [21:08<15:11,  1.88it/s]

train:  65%|██████▌   | 2288/3515 [21:05<10:53,  1.88it/s]
overall:  57%|█████▋    | 2289/4000 [21:08<14:31,  1.96it/s]

train:  65%|██████▌   | 2289/3515 [21:06<10:24,  1.96it/s]
overall:  57%|█████▋    | 2290/4000 [21:09<14:34,  1.95it/s]

train:  65%|██████▌   | 2290/3515 [21:06<10:26,  1.95it/s]
overall:  57%|█████▋    | 2291/4000 [21:09<14:55,  1.91it/s]

train:  65%|██████▌   | 2291/3515 [21:07<10:41,  1.91it/s]
overall:  57%|█████▋    | 2292/4000 [21:09<11:59,  2.37it/s]

train:  65%|██████▌   | 2292/3515 [21:07<08:35,  2.37it/s]
overall:  57%|█████▋    | 2293/4000 [21:10<12:19,  2.31it/s]

train:  65%|██████▌   | 2293/3515 [21:07<08:49,  2.31it/s]
overall:  57%|█████▋    | 2294/4000 [21:10<12:48,  2.22it/s]

train:  65%|██████▌   | 2294/3515 [21:08<09:10,  2.22it/s]
overall:  57%|█████▋    | 2295/4000 [21:11<13:28,  2.11it/s]

train:  65%|██████▌   | 2295/3515 [21:08<09:38,  2.11it/s]
overall:  57%|█████▋    | 2296/4000 [21:11<13:57,  2.04it/s]

train:  65%|██████▌   | 2296/3515 [21:09<09:58,  2.04it/s]
overall:  57%|█████▋    | 2297/4000 [21:12<14:06,  2.01it/s]

train:  65%|██████▌   | 2297/3515 [21:09<10:05,  2.01it/s]
overall:  57%|█████▋    | 2298/4000 [21:12<14:29,  1.96it/s]

train:  65%|██████▌   | 2298/3515 [21:10<10:21,  1.96it/s]
overall:  57%|█████▋    | 2299/4000 [21:13<14:22,  1.97it/s]

train:  65%|██████▌   | 2299/3515 [21:10<10:16,  1.97it/s]train loss: 1.7015817165374756
train per: 0.5168955107605414

overall:  57%|█████▊    | 2300/4000 [21:13<14:40,  1.93it/s]

train:  65%|██████▌   | 2300/3515 [21:11<10:29,  1.93it/s]
overall:  58%|█████▊    | 2301/4000 [21:14<15:19,  1.85it/s]

train:  65%|██████▌   | 2301/3515 [21:12<10:57,  1.85it/s]
overall:  58%|█████▊    | 2302/4000 [21:14<14:34,  1.94it/s]

train:  65%|██████▌   | 2302/3515 [21:12<10:24,  1.94it/s]
overall:  58%|█████▊    | 2303/4000 [21:15<13:56,  2.03it/s]

train:  66%|██████▌   | 2303/3515 [21:12<09:57,  2.03it/s]
overall:  58%|█████▊    | 2304/4000 [21:15<14:13,  1.99it/s]

train:  66%|██████▌   | 2304/3515 [21:13<10:09,  1.99it/s]
overall:  58%|█████▊    | 2305/4000 [21:16<14:11,  1.99it/s]

train:  66%|██████▌   | 2305/3515 [21:13<10:07,  1.99it/s]
overall:  58%|█████▊    | 2306/4000 [21:16<14:17,  1.98it/s]

train:  66%|██████▌   | 2306/3515 [21:14<10:11,  1.98it/s]
overall:  58%|█████▊    | 2307/4000 [21:17<14:17,  1.97it/s]

train:  66%|██████▌   | 2307/3515 [21:14<10:11,  1.97it/s]
overall:  58%|█████▊    | 2308/4000 [21:17<14:04,  2.00it/s]

train:  66%|██████▌   | 2308/3515 [21:15<10:02,  2.00it/s]
overall:  58%|█████▊    | 2309/4000 [21:18<15:30,  1.82it/s]

train:  66%|██████▌   | 2309/3515 [21:16<11:03,  1.82it/s]
overall:  58%|█████▊    | 2310/4000 [21:19<15:07,  1.86it/s]

train:  66%|██████▌   | 2310/3515 [21:16<10:47,  1.86it/s]
overall:  58%|█████▊    | 2311/4000 [21:19<13:39,  2.06it/s]

train:  66%|██████▌   | 2311/3515 [21:17<09:44,  2.06it/s]
overall:  58%|█████▊    | 2312/4000 [21:19<11:33,  2.44it/s]

train:  66%|██████▌   | 2312/3515 [21:17<08:13,  2.44it/s]
overall:  58%|█████▊    | 2313/4000 [21:20<12:17,  2.29it/s]

train:  66%|██████▌   | 2313/3515 [21:17<08:45,  2.29it/s]
overall:  58%|█████▊    | 2314/4000 [21:20<12:32,  2.24it/s]

train:  66%|██████▌   | 2314/3515 [21:18<08:55,  2.24it/s]
overall:  58%|█████▊    | 2315/4000 [21:21<13:28,  2.08it/s]

train:  66%|██████▌   | 2315/3515 [21:18<09:36,  2.08it/s]
overall:  58%|█████▊    | 2316/4000 [21:21<13:33,  2.07it/s]

train:  66%|██████▌   | 2316/3515 [21:19<09:39,  2.07it/s]
overall:  58%|█████▊    | 2317/4000 [21:22<13:18,  2.11it/s]

train:  66%|██████▌   | 2317/3515 [21:19<09:28,  2.11it/s]
overall:  58%|█████▊    | 2318/4000 [21:22<10:52,  2.58it/s]

train:  66%|██████▌   | 2318/3515 [21:19<07:44,  2.58it/s]
overall:  58%|█████▊    | 2319/4000 [21:22<11:43,  2.39it/s]

train:  66%|██████▌   | 2319/3515 [21:20<08:20,  2.39it/s]train loss: 1.7060201168060303
train per: 0.5132192454066588

overall:  58%|█████▊    | 2320/4000 [21:23<12:23,  2.26it/s]

train:  66%|██████▌   | 2320/3515 [21:20<08:49,  2.26it/s]
overall:  58%|█████▊    | 2321/4000 [21:23<12:54,  2.17it/s]

train:  66%|██████▌   | 2321/3515 [21:21<09:10,  2.17it/s]
overall:  58%|█████▊    | 2322/4000 [21:24<13:25,  2.08it/s]

train:  66%|██████▌   | 2322/3515 [21:21<09:32,  2.08it/s]
overall:  58%|█████▊    | 2323/4000 [21:24<13:38,  2.05it/s]

train:  66%|██████▌   | 2323/3515 [21:22<09:41,  2.05it/s]
overall:  58%|█████▊    | 2324/4000 [21:25<13:21,  2.09it/s]

train:  66%|██████▌   | 2324/3515 [21:22<09:29,  2.09it/s]
overall:  58%|█████▊    | 2325/4000 [21:26<14:34,  1.92it/s]

train:  66%|██████▌   | 2325/3515 [21:23<10:21,  1.92it/s]
overall:  58%|█████▊    | 2326/4000 [21:26<14:41,  1.90it/s]

train:  66%|██████▌   | 2326/3515 [21:24<10:26,  1.90it/s]
overall:  58%|█████▊    | 2327/4000 [21:27<14:43,  1.89it/s]

train:  66%|██████▌   | 2327/3515 [21:24<10:27,  1.89it/s]
overall:  58%|█████▊    | 2328/4000 [21:27<14:27,  1.93it/s]

train:  66%|██████▌   | 2328/3515 [21:25<10:15,  1.93it/s]
overall:  58%|█████▊    | 2329/4000 [21:28<14:17,  1.95it/s]

train:  66%|██████▋   | 2329/3515 [21:25<10:08,  1.95it/s]
overall:  58%|█████▊    | 2330/4000 [21:28<14:24,  1.93it/s]

train:  66%|██████▋   | 2330/3515 [21:26<10:13,  1.93it/s]
overall:  58%|█████▊    | 2331/4000 [21:29<14:14,  1.95it/s]

train:  66%|██████▋   | 2331/3515 [21:26<10:05,  1.95it/s]
overall:  58%|█████▊    | 2332/4000 [21:29<14:24,  1.93it/s]

train:  66%|██████▋   | 2332/3515 [21:27<10:12,  1.93it/s]
overall:  58%|█████▊    | 2333/4000 [21:30<15:40,  1.77it/s]

train:  66%|██████▋   | 2333/3515 [21:27<11:06,  1.77it/s]
overall:  58%|█████▊    | 2334/4000 [21:30<15:22,  1.81it/s]

train:  66%|██████▋   | 2334/3515 [21:28<10:54,  1.81it/s]
overall:  58%|█████▊    | 2335/4000 [21:31<14:48,  1.87it/s]

train:  66%|██████▋   | 2335/3515 [21:28<10:29,  1.87it/s]
overall:  58%|█████▊    | 2336/4000 [21:31<14:57,  1.85it/s]

train:  66%|██████▋   | 2336/3515 [21:29<10:35,  1.85it/s]
overall:  58%|█████▊    | 2337/4000 [21:32<14:48,  1.87it/s]

train:  66%|██████▋   | 2337/3515 [21:29<10:29,  1.87it/s]
overall:  58%|█████▊    | 2338/4000 [21:32<14:05,  1.97it/s]

train:  67%|██████▋   | 2338/3515 [21:30<09:58,  1.97it/s]
overall:  58%|█████▊    | 2339/4000 [21:33<12:42,  2.18it/s]

train:  67%|██████▋   | 2339/3515 [21:30<09:00,  2.18it/s]train loss: 1.7267882823944092
train per: 0.5257576099465217

overall:  58%|█████▊    | 2340/4000 [21:33<13:02,  2.12it/s]

train:  67%|██████▋   | 2340/3515 [21:31<09:14,  2.12it/s]
overall:  59%|█████▊    | 2341/4000 [21:34<13:27,  2.05it/s]

train:  67%|██████▋   | 2341/3515 [21:31<09:31,  2.05it/s]
overall:  59%|█████▊    | 2342/4000 [21:34<13:07,  2.10it/s]

train:  67%|██████▋   | 2342/3515 [21:32<09:17,  2.10it/s]
overall:  59%|█████▊    | 2343/4000 [21:35<13:02,  2.12it/s]

train:  67%|██████▋   | 2343/3515 [21:32<09:13,  2.12it/s]
overall:  59%|█████▊    | 2344/4000 [21:35<12:46,  2.16it/s]

train:  67%|██████▋   | 2344/3515 [21:33<09:02,  2.16it/s]
overall:  59%|█████▊    | 2345/4000 [21:36<13:08,  2.10it/s]

train:  67%|██████▋   | 2345/3515 [21:33<09:17,  2.10it/s]
overall:  59%|█████▊    | 2346/4000 [21:36<13:27,  2.05it/s]

train:  67%|██████▋   | 2346/3515 [21:34<09:30,  2.05it/s]
overall:  59%|█████▊    | 2347/4000 [21:37<13:42,  2.01it/s]

train:  67%|██████▋   | 2347/3515 [21:34<09:40,  2.01it/s]
overall:  59%|█████▊    | 2348/4000 [21:37<13:27,  2.05it/s]

train:  67%|██████▋   | 2348/3515 [21:35<09:30,  2.05it/s]
overall:  59%|█████▊    | 2349/4000 [21:38<13:03,  2.11it/s]

train:  67%|██████▋   | 2349/3515 [21:35<09:13,  2.11it/s]
overall:  59%|█████▉    | 2350/4000 [21:38<13:26,  2.04it/s]

train:  67%|██████▋   | 2350/3515 [21:36<09:29,  2.04it/s]
overall:  59%|█████▉    | 2351/4000 [21:38<13:09,  2.09it/s]

train:  67%|██████▋   | 2351/3515 [21:36<09:17,  2.09it/s]
overall:  59%|█████▉    | 2352/4000 [21:39<13:13,  2.08it/s]

train:  67%|██████▋   | 2352/3515 [21:36<09:19,  2.08it/s]
overall:  59%|█████▉    | 2353/4000 [21:40<13:34,  2.02it/s]

train:  67%|██████▋   | 2353/3515 [21:37<09:34,  2.02it/s]
overall:  59%|█████▉    | 2354/4000 [21:40<13:52,  1.98it/s]

train:  67%|██████▋   | 2354/3515 [21:38<09:47,  1.98it/s]
overall:  59%|█████▉    | 2355/4000 [21:41<13:51,  1.98it/s]

train:  67%|██████▋   | 2355/3515 [21:38<09:46,  1.98it/s]
overall:  59%|█████▉    | 2356/4000 [21:41<11:55,  2.30it/s]

train:  67%|██████▋   | 2356/3515 [21:38<08:24,  2.30it/s]
overall:  59%|█████▉    | 2357/4000 [21:41<13:34,  2.02it/s]

train:  67%|██████▋   | 2357/3515 [21:39<09:34,  2.02it/s]
overall:  59%|█████▉    | 2358/4000 [21:42<13:16,  2.06it/s]

train:  67%|██████▋   | 2358/3515 [21:39<09:21,  2.06it/s]
overall:  59%|█████▉    | 2359/4000 [21:42<13:44,  1.99it/s]

train:  67%|██████▋   | 2359/3515 [21:40<09:41,  1.99it/s]train loss: 1.695230484008789
train per: 0.5194583846226684

overall:  59%|█████▉    | 2360/4000 [21:43<14:17,  1.91it/s]

train:  67%|██████▋   | 2360/3515 [21:41<10:04,  1.91it/s]
overall:  59%|█████▉    | 2361/4000 [21:44<14:04,  1.94it/s]

train:  67%|██████▋   | 2361/3515 [21:41<09:54,  1.94it/s]
overall:  59%|█████▉    | 2362/4000 [21:44<13:50,  1.97it/s]

train:  67%|██████▋   | 2362/3515 [21:42<09:44,  1.97it/s]
overall:  59%|█████▉    | 2363/4000 [21:44<13:38,  2.00it/s]

train:  67%|██████▋   | 2363/3515 [21:42<09:36,  2.00it/s]
overall:  59%|█████▉    | 2364/4000 [21:45<12:04,  2.26it/s]

train:  67%|██████▋   | 2364/3515 [21:42<08:29,  2.26it/s]
overall:  59%|█████▉    | 2365/4000 [21:45<12:34,  2.17it/s]

train:  67%|██████▋   | 2365/3515 [21:43<08:50,  2.17it/s]
overall:  59%|█████▉    | 2366/4000 [21:46<12:06,  2.25it/s]

train:  67%|██████▋   | 2366/3515 [21:43<08:30,  2.25it/s]
overall:  59%|█████▉    | 2367/4000 [21:46<12:34,  2.16it/s]

train:  67%|██████▋   | 2367/3515 [21:44<08:50,  2.16it/s]
overall:  59%|█████▉    | 2368/4000 [21:47<13:02,  2.09it/s]

train:  67%|██████▋   | 2368/3515 [21:44<09:09,  2.09it/s]
overall:  59%|█████▉    | 2369/4000 [21:47<13:05,  2.08it/s]

train:  67%|██████▋   | 2369/3515 [21:45<09:12,  2.08it/s]
overall:  59%|█████▉    | 2370/4000 [21:48<13:13,  2.06it/s]

train:  67%|██████▋   | 2370/3515 [21:45<09:17,  2.06it/s]
overall:  59%|█████▉    | 2371/4000 [21:48<13:34,  2.00it/s]

train:  67%|██████▋   | 2371/3515 [21:46<09:31,  2.00it/s]
overall:  59%|█████▉    | 2372/4000 [21:49<13:35,  2.00it/s]

train:  67%|██████▋   | 2372/3515 [21:46<09:32,  2.00it/s]
overall:  59%|█████▉    | 2373/4000 [21:49<13:44,  1.97it/s]

train:  68%|██████▊   | 2373/3515 [21:47<09:39,  1.97it/s]
overall:  59%|█████▉    | 2374/4000 [21:50<13:54,  1.95it/s]

train:  68%|██████▊   | 2374/3515 [21:47<09:45,  1.95it/s]
overall:  59%|█████▉    | 2375/4000 [21:50<12:59,  2.08it/s]

train:  68%|██████▊   | 2375/3515 [21:48<09:07,  2.08it/s]
overall:  59%|█████▉    | 2376/4000 [21:51<13:23,  2.02it/s]

train:  68%|██████▊   | 2376/3515 [21:48<09:23,  2.02it/s]
overall:  59%|█████▉    | 2377/4000 [21:51<13:18,  2.03it/s]

train:  68%|██████▊   | 2377/3515 [21:49<09:20,  2.03it/s]
overall:  59%|█████▉    | 2378/4000 [21:52<13:14,  2.04it/s]

train:  68%|██████▊   | 2378/3515 [21:49<09:17,  2.04it/s]
overall:  59%|█████▉    | 2379/4000 [21:52<13:32,  2.00it/s]

train:  68%|██████▊   | 2379/3515 [21:50<09:29,  2.00it/s]train loss: 1.7010412216186523
train per: 0.5155808068277675

overall:  60%|█████▉    | 2380/4000 [21:53<12:49,  2.10it/s]

train:  68%|██████▊   | 2380/3515 [21:50<08:59,  2.10it/s]
overall:  60%|█████▉    | 2381/4000 [21:53<13:31,  2.00it/s]

train:  68%|██████▊   | 2381/3515 [21:51<09:28,  2.00it/s]
overall:  60%|█████▉    | 2382/4000 [21:54<13:23,  2.01it/s]

train:  68%|██████▊   | 2382/3515 [21:51<09:22,  2.01it/s]
overall:  60%|█████▉    | 2383/4000 [21:54<13:32,  1.99it/s]

train:  68%|██████▊   | 2383/3515 [21:52<09:28,  1.99it/s]
overall:  60%|█████▉    | 2384/4000 [21:55<14:21,  1.88it/s]

train:  68%|██████▊   | 2384/3515 [21:52<10:03,  1.88it/s]
overall:  60%|█████▉    | 2385/4000 [21:55<13:26,  2.00it/s]

train:  68%|██████▊   | 2385/3515 [21:53<09:24,  2.00it/s]
overall:  60%|█████▉    | 2386/4000 [21:56<13:40,  1.97it/s]

train:  68%|██████▊   | 2386/3515 [21:53<09:34,  1.97it/s]
overall:  60%|█████▉    | 2387/4000 [21:56<13:55,  1.93it/s]

train:  68%|██████▊   | 2387/3515 [21:54<09:44,  1.93it/s]
overall:  60%|█████▉    | 2388/4000 [21:57<13:57,  1.92it/s]

train:  68%|██████▊   | 2388/3515 [21:54<09:45,  1.92it/s]
overall:  60%|█████▉    | 2389/4000 [21:57<13:59,  1.92it/s]

train:  68%|██████▊   | 2389/3515 [21:55<09:46,  1.92it/s]
overall:  60%|█████▉    | 2390/4000 [21:58<13:21,  2.01it/s]

train:  68%|██████▊   | 2390/3515 [21:55<09:20,  2.01it/s]
overall:  60%|█████▉    | 2391/4000 [21:58<13:22,  2.00it/s]

train:  68%|██████▊   | 2391/3515 [21:56<09:20,  2.00it/s]
overall:  60%|█████▉    | 2392/4000 [21:59<13:25,  2.00it/s]

train:  68%|██████▊   | 2392/3515 [21:56<09:22,  2.00it/s]
overall:  60%|█████▉    | 2393/4000 [21:59<11:27,  2.34it/s]

train:  68%|██████▊   | 2393/3515 [21:57<08:00,  2.34it/s]
overall:  60%|█████▉    | 2394/4000 [22:00<12:09,  2.20it/s]

train:  68%|██████▊   | 2394/3515 [21:57<08:29,  2.20it/s]
overall:  60%|█████▉    | 2395/4000 [22:00<12:25,  2.15it/s]

train:  68%|██████▊   | 2395/3515 [21:58<08:40,  2.15it/s]
overall:  60%|█████▉    | 2396/4000 [22:01<12:36,  2.12it/s]

train:  68%|██████▊   | 2396/3515 [21:58<08:48,  2.12it/s]
overall:  60%|█████▉    | 2397/4000 [22:01<11:28,  2.33it/s]

train:  68%|██████▊   | 2397/3515 [21:58<08:00,  2.33it/s]
overall:  60%|█████▉    | 2398/4000 [22:01<10:36,  2.52it/s]

train:  68%|██████▊   | 2398/3515 [21:59<07:23,  2.52it/s]
overall:  60%|█████▉    | 2399/4000 [22:02<11:16,  2.37it/s]

train:  68%|██████▊   | 2399/3515 [21:59<07:51,  2.37it/s]train loss: 1.704944372177124
train per: 0.5165838346848025

overall:  60%|██████    | 2400/4000 [22:02<09:01,  2.95it/s]

train:  68%|██████▊   | 2400/3515 [21:59<06:17,  2.95it/s]
overall:  60%|██████    | 2401/4000 [22:02<10:28,  2.54it/s]

train:  68%|██████▊   | 2401/3515 [22:00<07:17,  2.55it/s]
overall:  60%|██████    | 2402/4000 [22:03<11:27,  2.32it/s]

train:  68%|██████▊   | 2402/3515 [22:00<07:58,  2.32it/s]
overall:  60%|██████    | 2403/4000 [22:03<12:11,  2.18it/s]

train:  68%|██████▊   | 2403/3515 [22:01<08:29,  2.18it/s]
overall:  60%|██████    | 2404/4000 [22:04<12:10,  2.18it/s]

train:  68%|██████▊   | 2404/3515 [22:01<08:28,  2.18it/s]
overall:  60%|██████    | 2405/4000 [22:05<13:54,  1.91it/s]

train:  68%|██████▊   | 2405/3515 [22:02<09:40,  1.91it/s]
overall:  60%|██████    | 2406/4000 [22:05<13:19,  1.99it/s]

train:  68%|██████▊   | 2406/3515 [22:02<09:16,  1.99it/s]
overall:  60%|██████    | 2407/4000 [22:06<13:29,  1.97it/s]

train:  68%|██████▊   | 2407/3515 [22:03<09:22,  1.97it/s]
overall:  60%|██████    | 2408/4000 [22:06<13:54,  1.91it/s]

train:  69%|██████▊   | 2408/3515 [22:04<09:40,  1.91it/s]
overall:  60%|██████    | 2409/4000 [22:07<13:59,  1.89it/s]

train:  69%|██████▊   | 2409/3515 [22:04<09:43,  1.89it/s]
overall:  60%|██████    | 2410/4000 [22:07<13:50,  1.92it/s]

train:  69%|██████▊   | 2410/3515 [22:05<09:36,  1.92it/s]
overall:  60%|██████    | 2411/4000 [22:08<13:53,  1.91it/s]

train:  69%|██████▊   | 2411/3515 [22:05<09:38,  1.91it/s]
overall:  60%|██████    | 2412/4000 [22:08<13:24,  1.97it/s]

train:  69%|██████▊   | 2412/3515 [22:06<09:18,  1.97it/s]
overall:  60%|██████    | 2413/4000 [22:09<12:59,  2.04it/s]

train:  69%|██████▊   | 2413/3515 [22:06<09:01,  2.04it/s]
overall:  60%|██████    | 2414/4000 [22:09<13:21,  1.98it/s]

train:  69%|██████▊   | 2414/3515 [22:07<09:16,  1.98it/s]
overall:  60%|██████    | 2415/4000 [22:10<12:55,  2.04it/s]

train:  69%|██████▊   | 2415/3515 [22:07<08:58,  2.04it/s]
overall:  60%|██████    | 2416/4000 [22:10<13:18,  1.98it/s]

train:  69%|██████▊   | 2416/3515 [22:08<09:14,  1.98it/s]
overall:  60%|██████    | 2417/4000 [22:11<13:23,  1.97it/s]

train:  69%|██████▉   | 2417/3515 [22:08<09:17,  1.97it/s]
overall:  60%|██████    | 2418/4000 [22:11<13:03,  2.02it/s]

train:  69%|██████▉   | 2418/3515 [22:09<09:03,  2.02it/s]
overall:  60%|██████    | 2419/4000 [22:12<13:08,  2.00it/s]

train:  69%|██████▉   | 2419/3515 [22:09<09:06,  2.00it/s]train loss: 1.7305009365081787
train per: 0.5208361798059844

overall:  60%|██████    | 2420/4000 [22:12<13:27,  1.96it/s]

train:  69%|██████▉   | 2420/3515 [22:10<09:20,  1.96it/s]
overall:  61%|██████    | 2421/4000 [22:13<14:11,  1.85it/s]

train:  69%|██████▉   | 2421/3515 [22:10<09:50,  1.85it/s]
overall:  61%|██████    | 2422/4000 [22:13<13:35,  1.93it/s]

train:  69%|██████▉   | 2422/3515 [22:11<09:24,  1.94it/s]
overall:  61%|██████    | 2423/4000 [22:14<13:06,  2.01it/s]

train:  69%|██████▉   | 2423/3515 [22:11<09:04,  2.01it/s]
overall:  61%|██████    | 2424/4000 [22:14<12:47,  2.05it/s]

train:  69%|██████▉   | 2424/3515 [22:12<08:51,  2.05it/s]
overall:  61%|██████    | 2425/4000 [22:15<13:07,  2.00it/s]

train:  69%|██████▉   | 2425/3515 [22:12<09:04,  2.00it/s]
overall:  61%|██████    | 2426/4000 [22:15<10:52,  2.41it/s]

train:  69%|██████▉   | 2426/3515 [22:12<07:31,  2.41it/s]
overall:  61%|██████    | 2427/4000 [22:15<11:28,  2.29it/s]

train:  69%|██████▉   | 2427/3515 [22:13<07:56,  2.29it/s]
overall:  61%|██████    | 2428/4000 [22:16<12:11,  2.15it/s]

train:  69%|██████▉   | 2428/3515 [22:13<08:26,  2.15it/s]
overall:  61%|██████    | 2429/4000 [22:17<13:49,  1.89it/s]

train:  69%|██████▉   | 2429/3515 [22:14<09:33,  1.89it/s]
overall:  61%|██████    | 2430/4000 [22:17<13:40,  1.91it/s]

train:  69%|██████▉   | 2430/3515 [22:15<09:27,  1.91it/s]
overall:  61%|██████    | 2431/4000 [22:18<13:32,  1.93it/s]

train:  69%|██████▉   | 2431/3515 [22:15<09:21,  1.93it/s]
overall:  61%|██████    | 2432/4000 [22:18<14:06,  1.85it/s]

train:  69%|██████▉   | 2432/3515 [22:16<09:44,  1.85it/s]
overall:  61%|██████    | 2433/4000 [22:18<12:23,  2.11it/s]

train:  69%|██████▉   | 2433/3515 [22:16<08:33,  2.11it/s]
overall:  61%|██████    | 2434/4000 [22:19<12:38,  2.07it/s]

train:  69%|██████▉   | 2434/3515 [22:16<08:43,  2.07it/s]
overall:  61%|██████    | 2435/4000 [22:20<13:00,  2.00it/s]

train:  69%|██████▉   | 2435/3515 [22:17<08:58,  2.00it/s]
overall:  61%|██████    | 2436/4000 [22:20<13:05,  1.99it/s]

train:  69%|██████▉   | 2436/3515 [22:18<09:02,  1.99it/s]
overall:  61%|██████    | 2437/4000 [22:21<13:08,  1.98it/s]

train:  69%|██████▉   | 2437/3515 [22:18<09:03,  1.98it/s]
overall:  61%|██████    | 2438/4000 [22:21<12:43,  2.05it/s]

train:  69%|██████▉   | 2438/3515 [22:18<08:46,  2.05it/s]
overall:  61%|██████    | 2439/4000 [22:21<11:20,  2.29it/s]

train:  69%|██████▉   | 2439/3515 [22:19<07:48,  2.29it/s]train loss: 1.7170495986938477
train per: 0.5175078544643762

overall:  61%|██████    | 2440/4000 [22:22<11:54,  2.18it/s]

train:  69%|██████▉   | 2440/3515 [22:19<08:12,  2.18it/s]
overall:  61%|██████    | 2441/4000 [22:22<10:15,  2.53it/s]

train:  69%|██████▉   | 2441/3515 [22:20<07:03,  2.54it/s]
overall:  61%|██████    | 2442/4000 [22:23<11:02,  2.35it/s]

train:  69%|██████▉   | 2442/3515 [22:20<07:36,  2.35it/s]
overall:  61%|██████    | 2443/4000 [22:23<11:52,  2.19it/s]

train:  70%|██████▉   | 2443/3515 [22:21<08:10,  2.19it/s]
overall:  61%|██████    | 2444/4000 [22:24<12:10,  2.13it/s]

train:  70%|██████▉   | 2444/3515 [22:21<08:22,  2.13it/s]
overall:  61%|██████    | 2445/4000 [22:24<13:14,  1.96it/s]

train:  70%|██████▉   | 2445/3515 [22:22<09:06,  1.96it/s]
overall:  61%|██████    | 2446/4000 [22:25<12:50,  2.02it/s]

train:  70%|██████▉   | 2446/3515 [22:22<08:49,  2.02it/s]
overall:  61%|██████    | 2447/4000 [22:25<12:21,  2.09it/s]

train:  70%|██████▉   | 2447/3515 [22:23<08:30,  2.09it/s]
overall:  61%|██████    | 2448/4000 [22:26<12:43,  2.03it/s]

train:  70%|██████▉   | 2448/3515 [22:23<08:44,  2.03it/s]
overall:  61%|██████    | 2449/4000 [22:26<12:49,  2.02it/s]

train:  70%|██████▉   | 2449/3515 [22:24<08:48,  2.02it/s]
overall:  61%|██████▏   | 2450/4000 [22:27<13:06,  1.97it/s]

train:  70%|██████▉   | 2450/3515 [22:24<09:00,  1.97it/s]
overall:  61%|██████▏   | 2451/4000 [22:27<12:54,  2.00it/s]

train:  70%|██████▉   | 2451/3515 [22:25<08:51,  2.00it/s]
overall:  61%|██████▏   | 2452/4000 [22:28<13:02,  1.98it/s]

train:  70%|██████▉   | 2452/3515 [22:25<08:57,  1.98it/s]
overall:  61%|██████▏   | 2453/4000 [22:28<14:02,  1.84it/s]

train:  70%|██████▉   | 2453/3515 [22:26<09:38,  1.84it/s]
overall:  61%|██████▏   | 2454/4000 [22:29<13:16,  1.94it/s]

train:  70%|██████▉   | 2454/3515 [22:26<09:06,  1.94it/s]
overall:  61%|██████▏   | 2455/4000 [22:29<13:15,  1.94it/s]

train:  70%|██████▉   | 2455/3515 [22:27<09:06,  1.94it/s]
overall:  61%|██████▏   | 2456/4000 [22:30<13:54,  1.85it/s]

train:  70%|██████▉   | 2456/3515 [22:27<09:32,  1.85it/s]
overall:  61%|██████▏   | 2457/4000 [22:30<13:42,  1.88it/s]

train:  70%|██████▉   | 2457/3515 [22:28<09:23,  1.88it/s]
overall:  61%|██████▏   | 2458/4000 [22:31<13:26,  1.91it/s]

train:  70%|██████▉   | 2458/3515 [22:28<09:12,  1.91it/s]
overall:  61%|██████▏   | 2459/4000 [22:31<13:04,  1.97it/s]

train:  70%|██████▉   | 2459/3515 [22:29<08:57,  1.97it/s]train loss: 1.71743643283844
train per: 0.5179967940933599

overall:  62%|██████▏   | 2460/4000 [22:32<13:12,  1.94it/s]

train:  70%|██████▉   | 2460/3515 [22:29<09:03,  1.94it/s]
overall:  62%|██████▏   | 2461/4000 [22:32<13:07,  1.95it/s]

train:  70%|███████   | 2461/3515 [22:30<08:59,  1.95it/s]
overall:  62%|██████▏   | 2462/4000 [22:33<13:10,  1.95it/s]

train:  70%|███████   | 2462/3515 [22:30<09:00,  1.95it/s]
overall:  62%|██████▏   | 2463/4000 [22:33<13:01,  1.97it/s]

train:  70%|███████   | 2463/3515 [22:31<08:54,  1.97it/s]
overall:  62%|██████▏   | 2464/4000 [22:34<12:04,  2.12it/s]

train:  70%|███████   | 2464/3515 [22:31<08:15,  2.12it/s]
overall:  62%|██████▏   | 2465/4000 [22:34<12:19,  2.08it/s]

train:  70%|███████   | 2465/3515 [22:32<08:25,  2.08it/s]
overall:  62%|██████▏   | 2466/4000 [22:35<12:31,  2.04it/s]

train:  70%|███████   | 2466/3515 [22:32<08:33,  2.04it/s]
overall:  62%|██████▏   | 2467/4000 [22:35<12:18,  2.08it/s]

train:  70%|███████   | 2467/3515 [22:33<08:24,  2.08it/s]
overall:  62%|██████▏   | 2468/4000 [22:36<12:18,  2.07it/s]

train:  70%|███████   | 2468/3515 [22:33<08:24,  2.07it/s]
overall:  62%|██████▏   | 2469/4000 [22:36<13:03,  1.95it/s]

train:  70%|███████   | 2469/3515 [22:34<08:55,  1.95it/s]
overall:  62%|██████▏   | 2470/4000 [22:37<13:09,  1.94it/s]

train:  70%|███████   | 2470/3515 [22:34<08:58,  1.94it/s]
overall:  62%|██████▏   | 2471/4000 [22:37<10:25,  2.45it/s]

train:  70%|███████   | 2471/3515 [22:35<07:06,  2.45it/s]
overall:  62%|██████▏   | 2472/4000 [22:38<11:20,  2.25it/s]

train:  70%|███████   | 2472/3515 [22:35<07:44,  2.25it/s]
overall:  62%|██████▏   | 2473/4000 [22:38<11:39,  2.18it/s]

train:  70%|███████   | 2473/3515 [22:36<07:57,  2.18it/s]
overall:  62%|██████▏   | 2474/4000 [22:38<11:24,  2.23it/s]

train:  70%|███████   | 2474/3515 [22:36<07:46,  2.23it/s]
overall:  62%|██████▏   | 2475/4000 [22:39<11:52,  2.14it/s]

train:  70%|███████   | 2475/3515 [22:36<08:06,  2.14it/s]
overall:  62%|██████▏   | 2476/4000 [22:39<12:06,  2.10it/s]

train:  70%|███████   | 2476/3515 [22:37<08:15,  2.10it/s]
overall:  62%|██████▏   | 2477/4000 [22:40<13:56,  1.82it/s]

train:  70%|███████   | 2477/3515 [22:38<09:30,  1.82it/s]
overall:  62%|██████▏   | 2478/4000 [22:41<13:14,  1.92it/s]

train:  70%|███████   | 2478/3515 [22:38<09:01,  1.92it/s]
overall:  62%|██████▏   | 2479/4000 [22:41<12:44,  1.99it/s]

train:  71%|███████   | 2479/3515 [22:39<08:40,  1.99it/s]train loss: 1.7091176509857178
train per: 0.517906138906783

overall:  62%|██████▏   | 2480/4000 [22:42<13:40,  1.85it/s]

train:  71%|███████   | 2480/3515 [22:39<09:18,  1.85it/s]
overall:  62%|██████▏   | 2481/4000 [22:42<13:36,  1.86it/s]

train:  71%|███████   | 2481/3515 [22:40<09:16,  1.86it/s]
overall:  62%|██████▏   | 2482/4000 [22:43<13:33,  1.87it/s]

train:  71%|███████   | 2482/3515 [22:40<09:13,  1.87it/s]
overall:  62%|██████▏   | 2483/4000 [22:43<13:20,  1.89it/s]

train:  71%|███████   | 2483/3515 [22:41<09:04,  1.89it/s]
overall:  62%|██████▏   | 2484/4000 [22:44<11:04,  2.28it/s]

train:  71%|███████   | 2484/3515 [22:41<07:31,  2.28it/s]
overall:  62%|██████▏   | 2485/4000 [22:44<11:30,  2.19it/s]

train:  71%|███████   | 2485/3515 [22:42<07:49,  2.19it/s]
overall:  62%|██████▏   | 2486/4000 [22:45<11:59,  2.10it/s]

train:  71%|███████   | 2486/3515 [22:42<08:09,  2.10it/s]
overall:  62%|██████▏   | 2487/4000 [22:45<12:04,  2.09it/s]

train:  71%|███████   | 2487/3515 [22:43<08:12,  2.09it/s]
overall:  62%|██████▏   | 2488/4000 [22:45<09:21,  2.69it/s]

train:  71%|███████   | 2488/3515 [22:43<06:21,  2.69it/s]
overall:  62%|██████▏   | 2489/4000 [22:46<10:11,  2.47it/s]

train:  71%|███████   | 2489/3515 [22:43<06:55,  2.47it/s]
overall:  62%|██████▏   | 2490/4000 [22:46<10:33,  2.38it/s]

train:  71%|███████   | 2490/3515 [22:44<07:10,  2.38it/s]
overall:  62%|██████▏   | 2491/4000 [22:47<10:36,  2.37it/s]

train:  71%|███████   | 2491/3515 [22:44<07:11,  2.37it/s]
overall:  62%|██████▏   | 2492/4000 [22:47<11:26,  2.20it/s]

train:  71%|███████   | 2492/3515 [22:45<07:45,  2.20it/s]
overall:  62%|██████▏   | 2493/4000 [22:48<12:07,  2.07it/s]

train:  71%|███████   | 2493/3515 [22:45<08:13,  2.07it/s]
overall:  62%|██████▏   | 2494/4000 [22:48<12:31,  2.00it/s]

train:  71%|███████   | 2494/3515 [22:46<08:29,  2.00it/s]
overall:  62%|██████▏   | 2495/4000 [22:49<12:28,  2.01it/s]

train:  71%|███████   | 2495/3515 [22:46<08:27,  2.01it/s]
overall:  62%|██████▏   | 2496/4000 [22:49<12:28,  2.01it/s]

train:  71%|███████   | 2496/3515 [22:47<08:27,  2.01it/s]
overall:  62%|██████▏   | 2497/4000 [22:50<12:38,  1.98it/s]

train:  71%|███████   | 2497/3515 [22:47<08:33,  1.98it/s]
overall:  62%|██████▏   | 2498/4000 [22:50<12:46,  1.96it/s]

train:  71%|███████   | 2498/3515 [22:48<08:39,  1.96it/s]
overall:  62%|██████▏   | 2499/4000 [22:51<12:53,  1.94it/s]

train:  71%|███████   | 2499/3515 [22:48<08:43,  1.94it/s]train loss: 1.746065378189087
train per: 0.5262111618318362

overall:  62%|██████▎   | 2500/4000 [22:51<12:54,  1.94it/s]

train:  71%|███████   | 2500/3515 [22:49<08:44,  1.94it/s]
overall:  63%|██████▎   | 2501/4000 [22:52<13:44,  1.82it/s]

train:  71%|███████   | 2501/3515 [22:49<09:17,  1.82it/s]
overall:  63%|██████▎   | 2502/4000 [22:52<13:34,  1.84it/s]

train:  71%|███████   | 2502/3515 [22:50<09:10,  1.84it/s]
overall:  63%|██████▎   | 2503/4000 [22:53<13:21,  1.87it/s]

train:  71%|███████   | 2503/3515 [22:50<09:01,  1.87it/s]
overall:  63%|██████▎   | 2504/4000 [22:53<13:39,  1.82it/s]

train:  71%|███████   | 2504/3515 [22:51<09:13,  1.83it/s]
overall:  63%|██████▎   | 2505/4000 [22:54<13:00,  1.91it/s]

train:  71%|███████▏  | 2505/3515 [22:51<08:47,  1.91it/s]
overall:  63%|██████▎   | 2506/4000 [22:54<12:51,  1.94it/s]

train:  71%|███████▏  | 2506/3515 [22:52<08:41,  1.94it/s]
overall:  63%|██████▎   | 2507/4000 [22:55<12:49,  1.94it/s]

train:  71%|███████▏  | 2507/3515 [22:52<08:39,  1.94it/s]
overall:  63%|██████▎   | 2508/4000 [22:55<10:10,  2.44it/s]

train:  71%|███████▏  | 2508/3515 [22:53<06:51,  2.44it/s]
overall:  63%|██████▎   | 2509/4000 [22:56<10:53,  2.28it/s]

train:  71%|███████▏  | 2509/3515 [22:53<07:20,  2.28it/s]
overall:  63%|██████▎   | 2510/4000 [22:56<11:16,  2.20it/s]

train:  71%|███████▏  | 2510/3515 [22:54<07:36,  2.20it/s]
overall:  63%|██████▎   | 2511/4000 [22:57<11:38,  2.13it/s]

train:  71%|███████▏  | 2511/3515 [22:54<07:50,  2.13it/s]
overall:  63%|██████▎   | 2512/4000 [22:57<11:50,  2.09it/s]

train:  71%|███████▏  | 2512/3515 [22:55<07:59,  2.09it/s]
overall:  63%|██████▎   | 2513/4000 [22:58<12:10,  2.04it/s]

train:  71%|███████▏  | 2513/3515 [22:55<08:11,  2.04it/s]
overall:  63%|██████▎   | 2514/4000 [22:58<12:24,  2.00it/s]

train:  72%|███████▏  | 2514/3515 [22:56<08:21,  2.00it/s]
overall:  63%|██████▎   | 2515/4000 [22:59<12:01,  2.06it/s]

train:  72%|███████▏  | 2515/3515 [22:56<08:05,  2.06it/s]
overall:  63%|██████▎   | 2516/4000 [22:59<12:11,  2.03it/s]

train:  72%|███████▏  | 2516/3515 [22:57<08:12,  2.03it/s]
overall:  63%|██████▎   | 2517/4000 [23:00<13:08,  1.88it/s]

train:  72%|███████▏  | 2517/3515 [22:57<08:50,  1.88it/s]
overall:  63%|██████▎   | 2518/4000 [23:00<10:35,  2.33it/s]

train:  72%|███████▏  | 2518/3515 [22:57<07:07,  2.33it/s]
overall:  63%|██████▎   | 2519/4000 [23:00<11:07,  2.22it/s]

train:  72%|███████▏  | 2519/3515 [22:58<07:29,  2.22it/s]train loss: 1.7287132740020752
train per: 0.5239641575310692

overall:  63%|██████▎   | 2520/4000 [23:01<11:27,  2.15it/s]

train:  72%|███████▏  | 2520/3515 [22:58<07:42,  2.15it/s]
overall:  63%|██████▎   | 2521/4000 [23:01<11:42,  2.10it/s]

train:  72%|███████▏  | 2521/3515 [22:59<07:52,  2.11it/s]
overall:  63%|██████▎   | 2522/4000 [23:02<12:02,  2.05it/s]

train:  72%|███████▏  | 2522/3515 [22:59<08:05,  2.05it/s]
overall:  63%|██████▎   | 2523/4000 [23:02<12:21,  1.99it/s]

train:  72%|███████▏  | 2523/3515 [23:00<08:17,  1.99it/s]
overall:  63%|██████▎   | 2524/4000 [23:03<12:01,  2.05it/s]

train:  72%|███████▏  | 2524/3515 [23:00<08:04,  2.05it/s]
overall:  63%|██████▎   | 2525/4000 [23:03<10:11,  2.41it/s]

train:  72%|███████▏  | 2525/3515 [23:01<06:50,  2.41it/s]
overall:  63%|██████▎   | 2526/4000 [23:04<10:48,  2.27it/s]

train:  72%|███████▏  | 2526/3515 [23:01<07:14,  2.27it/s]
overall:  63%|██████▎   | 2527/4000 [23:04<11:21,  2.16it/s]

train:  72%|███████▏  | 2527/3515 [23:02<07:36,  2.16it/s]
overall:  63%|██████▎   | 2528/4000 [23:05<11:52,  2.07it/s]

train:  72%|███████▏  | 2528/3515 [23:02<07:57,  2.07it/s]
overall:  63%|██████▎   | 2529/4000 [23:05<12:08,  2.02it/s]

train:  72%|███████▏  | 2529/3515 [23:03<08:08,  2.02it/s]
overall:  63%|██████▎   | 2530/4000 [23:06<12:25,  1.97it/s]

train:  72%|███████▏  | 2530/3515 [23:03<08:19,  1.97it/s]
overall:  63%|██████▎   | 2531/4000 [23:06<11:41,  2.10it/s]

train:  72%|███████▏  | 2531/3515 [23:04<07:49,  2.10it/s]
overall:  63%|██████▎   | 2532/4000 [23:07<11:50,  2.07it/s]

train:  72%|███████▏  | 2532/3515 [23:04<07:55,  2.07it/s]
overall:  63%|██████▎   | 2533/4000 [23:07<12:12,  2.00it/s]

train:  72%|███████▏  | 2533/3515 [23:05<08:10,  2.00it/s]
overall:  63%|██████▎   | 2534/4000 [23:08<12:26,  1.96it/s]

train:  72%|███████▏  | 2534/3515 [23:05<08:19,  1.96it/s]
overall:  63%|██████▎   | 2535/4000 [23:08<11:52,  2.06it/s]

train:  72%|███████▏  | 2535/3515 [23:06<07:56,  2.06it/s]
overall:  63%|██████▎   | 2536/4000 [23:09<12:13,  2.00it/s]

train:  72%|███████▏  | 2536/3515 [23:06<08:10,  2.00it/s]
overall:  63%|██████▎   | 2537/4000 [23:09<11:32,  2.11it/s]

train:  72%|███████▏  | 2537/3515 [23:07<07:43,  2.11it/s]
overall:  63%|██████▎   | 2538/4000 [23:10<11:36,  2.10it/s]

train:  72%|███████▏  | 2538/3515 [23:07<07:45,  2.10it/s]
overall:  63%|██████▎   | 2539/4000 [23:10<10:48,  2.25it/s]

train:  72%|███████▏  | 2539/3515 [23:07<07:13,  2.25it/s]train loss: 1.7420543432235718
train per: 0.5234414998659093

overall:  64%|██████▎   | 2540/4000 [23:10<11:21,  2.14it/s]

train:  72%|███████▏  | 2540/3515 [23:08<07:35,  2.14it/s]
overall:  64%|██████▎   | 2541/4000 [23:11<12:12,  1.99it/s]

train:  72%|███████▏  | 2541/3515 [23:09<08:09,  1.99it/s]
overall:  64%|██████▎   | 2542/4000 [23:11<09:58,  2.43it/s]

train:  72%|███████▏  | 2542/3515 [23:09<06:39,  2.43it/s]
overall:  64%|██████▎   | 2543/4000 [23:12<10:27,  2.32it/s]

train:  72%|███████▏  | 2543/3515 [23:09<06:58,  2.32it/s]
overall:  64%|██████▎   | 2544/4000 [23:12<10:28,  2.31it/s]

train:  72%|███████▏  | 2544/3515 [23:10<06:59,  2.31it/s]
overall:  64%|██████▎   | 2545/4000 [23:13<10:39,  2.27it/s]

train:  72%|███████▏  | 2545/3515 [23:10<07:06,  2.27it/s]
overall:  64%|██████▎   | 2546/4000 [23:13<10:39,  2.27it/s]

train:  72%|███████▏  | 2546/3515 [23:11<07:06,  2.27it/s]
overall:  64%|██████▎   | 2547/4000 [23:14<10:59,  2.20it/s]

train:  72%|███████▏  | 2547/3515 [23:11<07:19,  2.20it/s]
overall:  64%|██████▎   | 2548/4000 [23:14<11:21,  2.13it/s]

train:  72%|███████▏  | 2548/3515 [23:12<07:33,  2.13it/s]
overall:  64%|██████▎   | 2549/4000 [23:15<12:34,  1.92it/s]

train:  73%|███████▎  | 2549/3515 [23:12<08:22,  1.92it/s]
overall:  64%|██████▍   | 2550/4000 [23:15<10:41,  2.26it/s]

train:  73%|███████▎  | 2550/3515 [23:12<07:07,  2.26it/s]
overall:  64%|██████▍   | 2551/4000 [23:15<11:04,  2.18it/s]

train:  73%|███████▎  | 2551/3515 [23:13<07:21,  2.18it/s]
overall:  64%|██████▍   | 2552/4000 [23:16<09:33,  2.52it/s]

train:  73%|███████▎  | 2552/3515 [23:13<06:21,  2.52it/s]
overall:  64%|██████▍   | 2553/4000 [23:16<10:14,  2.36it/s]

train:  73%|███████▎  | 2553/3515 [23:14<06:48,  2.36it/s]
overall:  64%|██████▍   | 2554/4000 [23:16<08:50,  2.72it/s]

train:  73%|███████▎  | 2554/3515 [23:14<05:52,  2.72it/s]
overall:  64%|██████▍   | 2555/4000 [23:17<09:52,  2.44it/s]

train:  73%|███████▎  | 2555/3515 [23:14<06:33,  2.44it/s]
overall:  64%|██████▍   | 2556/4000 [23:17<10:29,  2.29it/s]

train:  73%|███████▎  | 2556/3515 [23:15<06:58,  2.29it/s]
overall:  64%|██████▍   | 2557/4000 [23:18<10:58,  2.19it/s]

train:  73%|███████▎  | 2557/3515 [23:15<07:17,  2.19it/s]
overall:  64%|██████▍   | 2558/4000 [23:18<11:09,  2.15it/s]

train:  73%|███████▎  | 2558/3515 [23:16<07:24,  2.15it/s]
overall:  64%|██████▍   | 2559/4000 [23:19<11:33,  2.08it/s]

train:  73%|███████▎  | 2559/3515 [23:16<07:40,  2.08it/s]train loss: 1.6971940994262695
train per: 0.5161759360232643

overall:  64%|██████▍   | 2560/4000 [23:19<11:49,  2.03it/s]

train:  73%|███████▎  | 2560/3515 [23:17<07:50,  2.03it/s]
overall:  64%|██████▍   | 2561/4000 [23:20<12:11,  1.97it/s]

train:  73%|███████▎  | 2561/3515 [23:18<08:04,  1.97it/s]
overall:  64%|██████▍   | 2562/4000 [23:21<12:08,  1.97it/s]

train:  73%|███████▎  | 2562/3515 [23:18<08:03,  1.97it/s]
overall:  64%|██████▍   | 2563/4000 [23:21<11:41,  2.05it/s]

train:  73%|███████▎  | 2563/3515 [23:18<07:44,  2.05it/s]
overall:  64%|██████▍   | 2564/4000 [23:22<12:02,  1.99it/s]

train:  73%|███████▎  | 2564/3515 [23:19<07:58,  1.99it/s]
overall:  64%|██████▍   | 2565/4000 [23:22<12:33,  1.90it/s]

train:  73%|███████▎  | 2565/3515 [23:20<08:18,  1.90it/s]
overall:  64%|██████▍   | 2566/4000 [23:23<12:18,  1.94it/s]

train:  73%|███████▎  | 2566/3515 [23:20<08:08,  1.94it/s]
overall:  64%|██████▍   | 2567/4000 [23:23<12:09,  1.96it/s]

train:  73%|███████▎  | 2567/3515 [23:21<08:02,  1.96it/s]
overall:  64%|██████▍   | 2568/4000 [23:24<11:36,  2.06it/s]

train:  73%|███████▎  | 2568/3515 [23:21<07:40,  2.06it/s]
overall:  64%|██████▍   | 2569/4000 [23:24<09:01,  2.64it/s]

train:  73%|███████▎  | 2569/3515 [23:21<05:58,  2.64it/s]
overall:  64%|██████▍   | 2570/4000 [23:24<10:00,  2.38it/s]

train:  73%|███████▎  | 2570/3515 [23:22<06:36,  2.38it/s]
overall:  64%|██████▍   | 2571/4000 [23:25<09:46,  2.44it/s]

train:  73%|███████▎  | 2571/3515 [23:22<06:27,  2.44it/s]
overall:  64%|██████▍   | 2572/4000 [23:25<10:36,  2.25it/s]

train:  73%|███████▎  | 2572/3515 [23:23<07:00,  2.25it/s]
overall:  64%|██████▍   | 2573/4000 [23:26<12:02,  1.98it/s]

train:  73%|███████▎  | 2573/3515 [23:23<07:56,  1.98it/s]
overall:  64%|██████▍   | 2574/4000 [23:26<12:12,  1.95it/s]

train:  73%|███████▎  | 2574/3515 [23:24<08:03,  1.95it/s]
overall:  64%|██████▍   | 2575/4000 [23:27<12:13,  1.94it/s]

train:  73%|███████▎  | 2575/3515 [23:24<08:03,  1.94it/s]
overall:  64%|██████▍   | 2576/4000 [23:27<12:22,  1.92it/s]

train:  73%|███████▎  | 2576/3515 [23:25<08:09,  1.92it/s]
overall:  64%|██████▍   | 2577/4000 [23:28<12:08,  1.95it/s]

train:  73%|███████▎  | 2577/3515 [23:25<08:00,  1.95it/s]
overall:  64%|██████▍   | 2578/4000 [23:28<12:23,  1.91it/s]

train:  73%|███████▎  | 2578/3515 [23:26<08:09,  1.91it/s]
overall:  64%|██████▍   | 2579/4000 [23:29<12:26,  1.90it/s]

train:  73%|███████▎  | 2579/3515 [23:26<08:11,  1.90it/s]train loss: 1.7525880336761475
train per: 0.5286199958370915

overall:  64%|██████▍   | 2580/4000 [23:29<12:29,  1.90it/s]

train:  73%|███████▎  | 2580/3515 [23:27<08:13,  1.89it/s]
overall:  65%|██████▍   | 2581/4000 [23:30<12:20,  1.92it/s]

train:  73%|███████▎  | 2581/3515 [23:27<08:07,  1.92it/s]
overall:  65%|██████▍   | 2582/4000 [23:30<12:28,  1.89it/s]

train:  73%|███████▎  | 2582/3515 [23:28<08:12,  1.89it/s]
overall:  65%|██████▍   | 2583/4000 [23:31<12:20,  1.91it/s]

train:  73%|███████▎  | 2583/3515 [23:28<08:07,  1.91it/s]
overall:  65%|██████▍   | 2584/4000 [23:31<12:15,  1.92it/s]

train:  74%|███████▎  | 2584/3515 [23:29<08:03,  1.92it/s]
overall:  65%|██████▍   | 2585/4000 [23:32<12:02,  1.96it/s]

train:  74%|███████▎  | 2585/3515 [23:29<07:54,  1.96it/s]
overall:  65%|██████▍   | 2586/4000 [23:32<12:04,  1.95it/s]

train:  74%|███████▎  | 2586/3515 [23:30<07:55,  1.95it/s]
overall:  65%|██████▍   | 2587/4000 [23:33<11:42,  2.01it/s]

train:  74%|███████▎  | 2587/3515 [23:30<07:41,  2.01it/s]
overall:  65%|██████▍   | 2588/4000 [23:33<11:15,  2.09it/s]

train:  74%|███████▎  | 2588/3515 [23:31<07:23,  2.09it/s]
overall:  65%|██████▍   | 2589/4000 [23:34<12:21,  1.90it/s]

train:  74%|███████▎  | 2589/3515 [23:32<08:06,  1.90it/s]
overall:  65%|██████▍   | 2590/4000 [23:35<12:07,  1.94it/s]

train:  74%|███████▎  | 2590/3515 [23:32<07:57,  1.94it/s]
overall:  65%|██████▍   | 2591/4000 [23:35<12:08,  1.93it/s]

train:  74%|███████▎  | 2591/3515 [23:33<07:57,  1.93it/s]
overall:  65%|██████▍   | 2592/4000 [23:35<11:45,  2.00it/s]

train:  74%|███████▎  | 2592/3515 [23:33<07:42,  2.00it/s]
overall:  65%|██████▍   | 2593/4000 [23:36<11:49,  1.98it/s]

train:  74%|███████▍  | 2593/3515 [23:34<07:45,  1.98it/s]
overall:  65%|██████▍   | 2594/4000 [23:37<11:49,  1.98it/s]

train:  74%|███████▍  | 2594/3515 [23:34<07:44,  1.98it/s]
overall:  65%|██████▍   | 2595/4000 [23:37<11:57,  1.96it/s]

train:  74%|███████▍  | 2595/3515 [23:35<07:49,  1.96it/s]
overall:  65%|██████▍   | 2596/4000 [23:38<11:57,  1.96it/s]

train:  74%|███████▍  | 2596/3515 [23:35<07:49,  1.96it/s]
overall:  65%|██████▍   | 2597/4000 [23:38<11:12,  2.09it/s]

train:  74%|███████▍  | 2597/3515 [23:35<07:20,  2.09it/s]
overall:  65%|██████▍   | 2598/4000 [23:38<11:32,  2.02it/s]

train:  74%|███████▍  | 2598/3515 [23:36<07:32,  2.02it/s]
overall:  65%|██████▍   | 2599/4000 [23:39<11:17,  2.07it/s]

train:  74%|███████▍  | 2599/3515 [23:36<07:22,  2.07it/s]train loss: 1.6863619089126587
train per: 0.5144533083059596

overall:  65%|██████▌   | 2600/4000 [23:39<11:46,  1.98it/s]

train:  74%|███████▍  | 2600/3515 [23:37<07:41,  1.98it/s]
overall:  65%|██████▌   | 2601/4000 [23:40<11:46,  1.98it/s]

train:  74%|███████▍  | 2601/3515 [23:37<07:41,  1.98it/s]
overall:  65%|██████▌   | 2602/4000 [23:41<11:46,  1.98it/s]

train:  74%|███████▍  | 2602/3515 [23:38<07:41,  1.98it/s]
overall:  65%|██████▌   | 2603/4000 [23:41<12:05,  1.92it/s]

train:  74%|███████▍  | 2603/3515 [23:39<07:53,  1.92it/s]
overall:  65%|██████▌   | 2604/4000 [23:41<10:20,  2.25it/s]

train:  74%|███████▍  | 2604/3515 [23:39<06:44,  2.25it/s]
overall:  65%|██████▌   | 2605/4000 [23:42<08:55,  2.60it/s]

train:  74%|███████▍  | 2605/3515 [23:39<05:49,  2.60it/s]
overall:  65%|██████▌   | 2606/4000 [23:42<09:39,  2.41it/s]

train:  74%|███████▍  | 2606/3515 [23:40<06:17,  2.41it/s]
overall:  65%|██████▌   | 2607/4000 [23:43<10:16,  2.26it/s]

train:  74%|███████▍  | 2607/3515 [23:40<06:42,  2.26it/s]
overall:  65%|██████▌   | 2608/4000 [23:43<10:51,  2.14it/s]

train:  74%|███████▍  | 2608/3515 [23:41<07:04,  2.14it/s]
overall:  65%|██████▌   | 2609/4000 [23:43<10:10,  2.28it/s]

train:  74%|███████▍  | 2609/3515 [23:41<06:37,  2.28it/s]
overall:  65%|██████▌   | 2610/4000 [23:44<10:47,  2.15it/s]

train:  74%|███████▍  | 2610/3515 [23:41<07:01,  2.15it/s]
overall:  65%|██████▌   | 2611/4000 [23:44<09:11,  2.52it/s]

train:  74%|███████▍  | 2611/3515 [23:42<05:58,  2.52it/s]
overall:  65%|██████▌   | 2612/4000 [23:45<09:57,  2.32it/s]

train:  74%|███████▍  | 2612/3515 [23:42<06:28,  2.32it/s]
overall:  65%|██████▌   | 2613/4000 [23:45<11:21,  2.03it/s]

train:  74%|███████▍  | 2613/3515 [23:43<07:23,  2.03it/s]
overall:  65%|██████▌   | 2614/4000 [23:46<11:39,  1.98it/s]

train:  74%|███████▍  | 2614/3515 [23:43<07:34,  1.98it/s]
overall:  65%|██████▌   | 2615/4000 [23:46<11:34,  1.99it/s]

train:  74%|███████▍  | 2615/3515 [23:44<07:31,  1.99it/s]
overall:  65%|██████▌   | 2616/4000 [23:47<10:48,  2.14it/s]

train:  74%|███████▍  | 2616/3515 [23:44<07:00,  2.14it/s]
overall:  65%|██████▌   | 2617/4000 [23:47<11:05,  2.08it/s]

train:  74%|███████▍  | 2617/3515 [23:45<07:12,  2.08it/s]
overall:  65%|██████▌   | 2618/4000 [23:48<10:57,  2.10it/s]

train:  74%|███████▍  | 2618/3515 [23:45<07:06,  2.10it/s]
overall:  65%|██████▌   | 2619/4000 [23:48<11:06,  2.07it/s]

train:  75%|███████▍  | 2619/3515 [23:46<07:12,  2.07it/s]train loss: 1.7193667888641357
train per: 0.5185505171434919

overall:  66%|██████▌   | 2620/4000 [23:49<11:20,  2.03it/s]

train:  75%|███████▍  | 2620/3515 [23:46<07:21,  2.03it/s]
overall:  66%|██████▌   | 2621/4000 [23:49<10:51,  2.12it/s]

train:  75%|███████▍  | 2621/3515 [23:47<07:02,  2.12it/s]
overall:  66%|██████▌   | 2622/4000 [23:50<10:46,  2.13it/s]

train:  75%|███████▍  | 2622/3515 [23:47<06:59,  2.13it/s]
overall:  66%|██████▌   | 2623/4000 [23:50<11:00,  2.09it/s]

train:  75%|███████▍  | 2623/3515 [23:48<07:07,  2.09it/s]
overall:  66%|██████▌   | 2624/4000 [23:51<11:33,  1.98it/s]

train:  75%|███████▍  | 2624/3515 [23:48<07:29,  1.98it/s]
overall:  66%|██████▌   | 2625/4000 [23:51<11:47,  1.94it/s]

train:  75%|███████▍  | 2625/3515 [23:49<07:37,  1.94it/s]
overall:  66%|██████▌   | 2626/4000 [23:52<10:28,  2.19it/s]

train:  75%|███████▍  | 2626/3515 [23:49<06:46,  2.19it/s]
overall:  66%|██████▌   | 2627/4000 [23:52<11:07,  2.06it/s]

train:  75%|███████▍  | 2627/3515 [23:50<07:12,  2.06it/s]
overall:  66%|██████▌   | 2628/4000 [23:53<11:20,  2.02it/s]

train:  75%|███████▍  | 2628/3515 [23:50<07:20,  2.02it/s]
overall:  66%|██████▌   | 2629/4000 [23:53<11:24,  2.00it/s]

train:  75%|███████▍  | 2629/3515 [23:51<07:22,  2.00it/s]
overall:  66%|██████▌   | 2630/4000 [23:54<11:35,  1.97it/s]

train:  75%|███████▍  | 2630/3515 [23:51<07:29,  1.97it/s]
overall:  66%|██████▌   | 2631/4000 [23:54<11:34,  1.97it/s]

train:  75%|███████▍  | 2631/3515 [23:52<07:28,  1.97it/s]
overall:  66%|██████▌   | 2632/4000 [23:55<11:32,  1.97it/s]

train:  75%|███████▍  | 2632/3515 [23:52<07:27,  1.97it/s]
overall:  66%|██████▌   | 2633/4000 [23:55<11:31,  1.98it/s]

train:  75%|███████▍  | 2633/3515 [23:53<07:26,  1.98it/s]
overall:  66%|██████▌   | 2634/4000 [23:56<11:32,  1.97it/s]

train:  75%|███████▍  | 2634/3515 [23:53<07:26,  1.97it/s]
overall:  66%|██████▌   | 2635/4000 [23:56<10:35,  2.15it/s]

train:  75%|███████▍  | 2635/3515 [23:54<06:49,  2.15it/s]
overall:  66%|██████▌   | 2636/4000 [23:57<10:54,  2.08it/s]

train:  75%|███████▍  | 2636/3515 [23:54<07:01,  2.08it/s]
overall:  66%|██████▌   | 2637/4000 [23:57<11:49,  1.92it/s]

train:  75%|███████▌  | 2637/3515 [23:55<07:37,  1.92it/s]
overall:  66%|██████▌   | 2638/4000 [23:58<10:55,  2.08it/s]

train:  75%|███████▌  | 2638/3515 [23:55<07:02,  2.08it/s]
overall:  66%|██████▌   | 2639/4000 [23:58<10:33,  2.15it/s]

train:  75%|███████▌  | 2639/3515 [23:56<06:47,  2.15it/s]train loss: 1.7234935760498047
train per: 0.5219545572517282

overall:  66%|██████▌   | 2640/4000 [23:59<11:00,  2.06it/s]

train:  75%|███████▌  | 2640/3515 [23:56<07:04,  2.06it/s]
overall:  66%|██████▌   | 2641/4000 [23:59<10:58,  2.06it/s]

train:  75%|███████▌  | 2641/3515 [23:57<07:03,  2.06it/s]
overall:  66%|██████▌   | 2642/4000 [24:00<10:49,  2.09it/s]

train:  75%|███████▌  | 2642/3515 [23:57<06:57,  2.09it/s]
overall:  66%|██████▌   | 2643/4000 [24:00<11:06,  2.03it/s]

train:  75%|███████▌  | 2643/3515 [23:58<07:08,  2.03it/s]
overall:  66%|██████▌   | 2644/4000 [24:00<10:48,  2.09it/s]

train:  75%|███████▌  | 2644/3515 [23:58<06:56,  2.09it/s]
overall:  66%|██████▌   | 2645/4000 [24:01<11:29,  1.97it/s]

train:  75%|███████▌  | 2645/3515 [23:59<07:22,  1.97it/s]
overall:  66%|██████▌   | 2646/4000 [24:02<11:32,  1.95it/s]

train:  75%|███████▌  | 2646/3515 [23:59<07:24,  1.95it/s]
overall:  66%|██████▌   | 2647/4000 [24:02<11:28,  1.97it/s]

train:  75%|███████▌  | 2647/3515 [24:00<07:21,  1.97it/s]
overall:  66%|██████▌   | 2648/4000 [24:03<11:41,  1.93it/s]

train:  75%|███████▌  | 2648/3515 [24:00<07:30,  1.93it/s]
overall:  66%|██████▌   | 2649/4000 [24:03<11:37,  1.94it/s]

train:  75%|███████▌  | 2649/3515 [24:01<07:27,  1.94it/s]
overall:  66%|██████▋   | 2650/4000 [24:04<11:31,  1.95it/s]

train:  75%|███████▌  | 2650/3515 [24:01<07:23,  1.95it/s]
overall:  66%|██████▋   | 2651/4000 [24:04<11:19,  1.99it/s]

train:  75%|███████▌  | 2651/3515 [24:02<07:15,  1.99it/s]
overall:  66%|██████▋   | 2652/4000 [24:05<11:20,  1.98it/s]

train:  75%|███████▌  | 2652/3515 [24:02<07:15,  1.98it/s]
overall:  66%|██████▋   | 2653/4000 [24:05<09:48,  2.29it/s]

train:  75%|███████▌  | 2653/3515 [24:02<06:16,  2.29it/s]
overall:  66%|██████▋   | 2654/4000 [24:05<10:18,  2.18it/s]

train:  76%|███████▌  | 2654/3515 [24:03<06:35,  2.18it/s]
overall:  66%|██████▋   | 2655/4000 [24:06<10:44,  2.09it/s]

train:  76%|███████▌  | 2655/3515 [24:03<06:51,  2.09it/s]
overall:  66%|██████▋   | 2656/4000 [24:06<10:56,  2.05it/s]

train:  76%|███████▌  | 2656/3515 [24:04<06:59,  2.05it/s]
overall:  66%|██████▋   | 2657/4000 [24:07<10:58,  2.04it/s]

train:  76%|███████▌  | 2657/3515 [24:04<07:00,  2.04it/s]
overall:  66%|██████▋   | 2658/4000 [24:07<11:05,  2.02it/s]

train:  76%|███████▌  | 2658/3515 [24:05<07:04,  2.02it/s]
overall:  66%|██████▋   | 2659/4000 [24:08<08:55,  2.50it/s]

train:  76%|███████▌  | 2659/3515 [24:05<05:42,  2.50it/s]train loss: 1.7088191509246826
train per: 0.5159423259149231

overall:  66%|██████▋   | 2660/4000 [24:08<07:36,  2.93it/s]

train:  76%|███████▌  | 2660/3515 [24:05<04:51,  2.93it/s]
overall:  67%|██████▋   | 2661/4000 [24:08<09:24,  2.37it/s]

train:  76%|███████▌  | 2661/3515 [24:06<06:00,  2.37it/s]
overall:  67%|██████▋   | 2662/4000 [24:09<10:09,  2.20it/s]

train:  76%|███████▌  | 2662/3515 [24:06<06:28,  2.20it/s]
overall:  67%|██████▋   | 2663/4000 [24:09<10:18,  2.16it/s]

train:  76%|███████▌  | 2663/3515 [24:07<06:34,  2.16it/s]
overall:  67%|██████▋   | 2664/4000 [24:10<10:54,  2.04it/s]

train:  76%|███████▌  | 2664/3515 [24:08<06:56,  2.04it/s]
overall:  67%|██████▋   | 2665/4000 [24:10<08:19,  2.67it/s]

train:  76%|███████▌  | 2665/3515 [24:08<05:18,  2.67it/s]
overall:  67%|██████▋   | 2666/4000 [24:11<09:08,  2.43it/s]

train:  76%|███████▌  | 2666/3515 [24:08<05:49,  2.43it/s]
overall:  67%|██████▋   | 2667/4000 [24:11<09:38,  2.30it/s]

train:  76%|███████▌  | 2667/3515 [24:09<06:08,  2.30it/s]
overall:  67%|██████▋   | 2668/4000 [24:11<07:35,  2.93it/s]

train:  76%|███████▌  | 2668/3515 [24:09<04:49,  2.93it/s]
overall:  67%|██████▋   | 2669/4000 [24:12<09:38,  2.30it/s]

train:  76%|███████▌  | 2669/3515 [24:09<06:07,  2.30it/s]
overall:  67%|██████▋   | 2670/4000 [24:12<09:49,  2.26it/s]

train:  76%|███████▌  | 2670/3515 [24:10<06:14,  2.26it/s]
overall:  67%|██████▋   | 2671/4000 [24:13<08:38,  2.56it/s]

train:  76%|███████▌  | 2671/3515 [24:10<05:29,  2.56it/s]
overall:  67%|██████▋   | 2672/4000 [24:13<08:24,  2.63it/s]

train:  76%|███████▌  | 2672/3515 [24:10<05:20,  2.63it/s]
overall:  67%|██████▋   | 2673/4000 [24:13<09:04,  2.44it/s]

train:  76%|███████▌  | 2673/3515 [24:11<05:45,  2.44it/s]
overall:  67%|██████▋   | 2674/4000 [24:14<09:40,  2.28it/s]

train:  76%|███████▌  | 2674/3515 [24:11<06:08,  2.28it/s]
overall:  67%|██████▋   | 2675/4000 [24:15<10:24,  2.12it/s]

train:  76%|███████▌  | 2675/3515 [24:12<06:36,  2.12it/s]
overall:  67%|██████▋   | 2676/4000 [24:15<10:21,  2.13it/s]

train:  76%|███████▌  | 2676/3515 [24:12<06:33,  2.13it/s]
overall:  67%|██████▋   | 2677/4000 [24:15<10:42,  2.06it/s]

train:  76%|███████▌  | 2677/3515 [24:13<06:46,  2.06it/s]
overall:  67%|██████▋   | 2678/4000 [24:16<10:51,  2.03it/s]

train:  76%|███████▌  | 2678/3515 [24:14<06:52,  2.03it/s]
overall:  67%|██████▋   | 2679/4000 [24:17<11:07,  1.98it/s]

train:  76%|███████▌  | 2679/3515 [24:14<07:02,  1.98it/s]train loss: 1.7422702312469482
train per: 0.526874798841326

overall:  67%|██████▋   | 2680/4000 [24:17<11:03,  1.99it/s]

train:  76%|███████▌  | 2680/3515 [24:15<07:00,  1.99it/s]
overall:  67%|██████▋   | 2681/4000 [24:18<11:07,  1.98it/s]

train:  76%|███████▋  | 2681/3515 [24:15<07:01,  1.98it/s]
overall:  67%|██████▋   | 2682/4000 [24:18<11:10,  1.97it/s]

train:  76%|███████▋  | 2682/3515 [24:16<07:03,  1.97it/s]
overall:  67%|██████▋   | 2683/4000 [24:19<11:19,  1.94it/s]

train:  76%|███████▋  | 2683/3515 [24:16<07:08,  1.94it/s]
overall:  67%|██████▋   | 2684/4000 [24:19<10:01,  2.19it/s]

train:  76%|███████▋  | 2684/3515 [24:16<06:19,  2.19it/s]
overall:  67%|██████▋   | 2685/4000 [24:20<10:55,  2.01it/s]

train:  76%|███████▋  | 2685/3515 [24:17<06:53,  2.01it/s]
overall:  67%|██████▋   | 2686/4000 [24:20<10:17,  2.13it/s]

train:  76%|███████▋  | 2686/3515 [24:17<06:29,  2.13it/s]
overall:  67%|██████▋   | 2687/4000 [24:20<10:32,  2.07it/s]

train:  76%|███████▋  | 2687/3515 [24:18<06:39,  2.07it/s]
overall:  67%|██████▋   | 2688/4000 [24:21<08:11,  2.67it/s]

train:  76%|███████▋  | 2688/3515 [24:18<05:09,  2.67it/s]
overall:  67%|██████▋   | 2689/4000 [24:21<08:18,  2.63it/s]

train:  77%|███████▋  | 2689/3515 [24:18<05:14,  2.63it/s]
overall:  67%|██████▋   | 2690/4000 [24:21<09:08,  2.39it/s]

train:  77%|███████▋  | 2690/3515 [24:19<05:45,  2.39it/s]
overall:  67%|██████▋   | 2691/4000 [24:22<09:38,  2.26it/s]

train:  77%|███████▋  | 2691/3515 [24:19<06:03,  2.26it/s]
overall:  67%|██████▋   | 2692/4000 [24:22<08:20,  2.62it/s]

train:  77%|███████▋  | 2692/3515 [24:20<05:14,  2.62it/s]
overall:  67%|██████▋   | 2693/4000 [24:23<09:47,  2.22it/s]

train:  77%|███████▋  | 2693/3515 [24:20<06:09,  2.22it/s]
overall:  67%|██████▋   | 2694/4000 [24:23<10:13,  2.13it/s]

train:  77%|███████▋  | 2694/3515 [24:21<06:25,  2.13it/s]
overall:  67%|██████▋   | 2695/4000 [24:24<10:28,  2.08it/s]

train:  77%|███████▋  | 2695/3515 [24:21<06:34,  2.08it/s]
overall:  67%|██████▋   | 2696/4000 [24:24<10:50,  2.00it/s]

train:  77%|███████▋  | 2696/3515 [24:22<06:48,  2.00it/s]
overall:  67%|██████▋   | 2697/4000 [24:25<11:05,  1.96it/s]

train:  77%|███████▋  | 2697/3515 [24:22<06:57,  1.96it/s]
overall:  67%|██████▋   | 2698/4000 [24:25<11:05,  1.96it/s]

train:  77%|███████▋  | 2698/3515 [24:23<06:57,  1.96it/s]
overall:  67%|██████▋   | 2699/4000 [24:26<11:24,  1.90it/s]

train:  77%|███████▋  | 2699/3515 [24:23<07:09,  1.90it/s]train loss: 1.7315948009490967
train per: 0.5238773692914388

overall:  68%|██████▊   | 2700/4000 [24:27<11:25,  1.90it/s]

train:  77%|███████▋  | 2700/3515 [24:24<07:09,  1.90it/s]
overall:  68%|██████▊   | 2701/4000 [24:27<11:09,  1.94it/s]

train:  77%|███████▋  | 2701/3515 [24:24<06:59,  1.94it/s]
overall:  68%|██████▊   | 2702/4000 [24:27<11:03,  1.96it/s]

train:  77%|███████▋  | 2702/3515 [24:25<06:55,  1.96it/s]
overall:  68%|██████▊   | 2703/4000 [24:28<09:43,  2.22it/s]

train:  77%|███████▋  | 2703/3515 [24:25<06:05,  2.22it/s]
overall:  68%|██████▊   | 2704/4000 [24:28<10:02,  2.15it/s]

train:  77%|███████▋  | 2704/3515 [24:26<06:17,  2.15it/s]
overall:  68%|██████▊   | 2705/4000 [24:29<09:37,  2.24it/s]

train:  77%|███████▋  | 2705/3515 [24:26<06:01,  2.24it/s]
overall:  68%|██████▊   | 2706/4000 [24:29<09:57,  2.16it/s]

train:  77%|███████▋  | 2706/3515 [24:27<06:13,  2.16it/s]
overall:  68%|██████▊   | 2707/4000 [24:30<10:17,  2.09it/s]

train:  77%|███████▋  | 2707/3515 [24:27<06:25,  2.09it/s]
overall:  68%|██████▊   | 2708/4000 [24:30<09:49,  2.19it/s]

train:  77%|███████▋  | 2708/3515 [24:28<06:08,  2.19it/s]
overall:  68%|██████▊   | 2709/4000 [24:31<10:40,  2.02it/s]

train:  77%|███████▋  | 2709/3515 [24:28<06:39,  2.02it/s]
overall:  68%|██████▊   | 2710/4000 [24:31<09:16,  2.32it/s]

train:  77%|███████▋  | 2710/3515 [24:28<05:47,  2.32it/s]
overall:  68%|██████▊   | 2711/4000 [24:32<09:50,  2.18it/s]

train:  77%|███████▋  | 2711/3515 [24:29<06:08,  2.18it/s]
overall:  68%|██████▊   | 2712/4000 [24:32<07:33,  2.84it/s]

train:  77%|███████▋  | 2712/3515 [24:29<04:42,  2.84it/s]
overall:  68%|██████▊   | 2713/4000 [24:32<06:34,  3.26it/s]

train:  77%|███████▋  | 2713/3515 [24:29<04:05,  3.26it/s]
overall:  68%|██████▊   | 2714/4000 [24:32<07:44,  2.77it/s]

train:  77%|███████▋  | 2714/3515 [24:30<04:49,  2.77it/s]
overall:  68%|██████▊   | 2715/4000 [24:33<08:41,  2.46it/s]

train:  77%|███████▋  | 2715/3515 [24:30<05:24,  2.46it/s]
overall:  68%|██████▊   | 2716/4000 [24:33<09:12,  2.32it/s]

train:  77%|███████▋  | 2716/3515 [24:31<05:44,  2.32it/s]
overall:  68%|██████▊   | 2717/4000 [24:34<10:35,  2.02it/s]

train:  77%|███████▋  | 2717/3515 [24:31<06:35,  2.02it/s]
overall:  68%|██████▊   | 2718/4000 [24:34<10:33,  2.02it/s]

train:  77%|███████▋  | 2718/3515 [24:32<06:33,  2.02it/s]
overall:  68%|██████▊   | 2719/4000 [24:35<10:40,  2.00it/s]

train:  77%|███████▋  | 2719/3515 [24:32<06:37,  2.00it/s]train loss: 1.7142226696014404
train per: 0.5198389879240943

overall:  68%|██████▊   | 2720/4000 [24:36<11:02,  1.93it/s]

train:  77%|███████▋  | 2720/3515 [24:33<06:51,  1.93it/s]
overall:  68%|██████▊   | 2721/4000 [24:36<10:05,  2.11it/s]

train:  77%|███████▋  | 2721/3515 [24:33<06:15,  2.11it/s]
overall:  68%|██████▊   | 2722/4000 [24:36<10:12,  2.09it/s]

train:  77%|███████▋  | 2722/3515 [24:34<06:20,  2.09it/s]
overall:  68%|██████▊   | 2723/4000 [24:37<10:41,  1.99it/s]

train:  77%|███████▋  | 2723/3515 [24:34<06:38,  1.99it/s]
overall:  68%|██████▊   | 2724/4000 [24:37<10:58,  1.94it/s]

train:  77%|███████▋  | 2724/3515 [24:35<06:48,  1.94it/s]
overall:  68%|██████▊   | 2725/4000 [24:38<10:46,  1.97it/s]

train:  78%|███████▊  | 2725/3515 [24:35<06:40,  1.97it/s]
overall:  68%|██████▊   | 2726/4000 [24:38<10:38,  1.99it/s]

train:  78%|███████▊  | 2726/3515 [24:36<06:35,  1.99it/s]
overall:  68%|██████▊   | 2727/4000 [24:39<10:46,  1.97it/s]

train:  78%|███████▊  | 2727/3515 [24:36<06:40,  1.97it/s]
overall:  68%|██████▊   | 2728/4000 [24:39<10:44,  1.97it/s]

train:  78%|███████▊  | 2728/3515 [24:37<06:39,  1.97it/s]
overall:  68%|██████▊   | 2729/4000 [24:40<10:43,  1.98it/s]

train:  78%|███████▊  | 2729/3515 [24:37<06:37,  1.98it/s]
overall:  68%|██████▊   | 2730/4000 [24:40<10:23,  2.04it/s]

train:  78%|███████▊  | 2730/3515 [24:38<06:25,  2.04it/s]
overall:  68%|██████▊   | 2731/4000 [24:41<10:23,  2.03it/s]

train:  78%|███████▊  | 2731/3515 [24:38<06:25,  2.03it/s]
overall:  68%|██████▊   | 2732/4000 [24:41<10:41,  1.98it/s]

train:  78%|███████▊  | 2732/3515 [24:39<06:36,  1.98it/s]
overall:  68%|██████▊   | 2733/4000 [24:42<11:26,  1.85it/s]

train:  78%|███████▊  | 2733/3515 [24:40<07:03,  1.85it/s]
overall:  68%|██████▊   | 2734/4000 [24:43<11:16,  1.87it/s]

train:  78%|███████▊  | 2734/3515 [24:40<06:57,  1.87it/s]
overall:  68%|██████▊   | 2735/4000 [24:43<11:06,  1.90it/s]

train:  78%|███████▊  | 2735/3515 [24:41<06:51,  1.90it/s]
overall:  68%|██████▊   | 2736/4000 [24:44<11:04,  1.90it/s]

train:  78%|███████▊  | 2736/3515 [24:41<06:49,  1.90it/s]
overall:  68%|██████▊   | 2737/4000 [24:44<08:59,  2.34it/s]

train:  78%|███████▊  | 2737/3515 [24:41<05:32,  2.34it/s]
overall:  68%|██████▊   | 2738/4000 [24:44<09:36,  2.19it/s]

train:  78%|███████▊  | 2738/3515 [24:42<05:55,  2.19it/s]
overall:  68%|██████▊   | 2739/4000 [24:45<10:04,  2.08it/s]

train:  78%|███████▊  | 2739/3515 [24:42<06:12,  2.08it/s]train loss: 1.7198960781097412
train per: 0.5229372821484548

overall:  68%|██████▊   | 2740/4000 [24:45<10:22,  2.03it/s]

train:  78%|███████▊  | 2740/3515 [24:43<06:22,  2.02it/s]
overall:  69%|██████▊   | 2741/4000 [24:46<11:04,  1.89it/s]

train:  78%|███████▊  | 2741/3515 [24:44<06:48,  1.90it/s]
overall:  69%|██████▊   | 2742/4000 [24:47<10:59,  1.91it/s]

train:  78%|███████▊  | 2742/3515 [24:44<06:45,  1.91it/s]
overall:  69%|██████▊   | 2743/4000 [24:47<10:08,  2.07it/s]

train:  78%|███████▊  | 2743/3515 [24:44<06:13,  2.07it/s]
overall:  69%|██████▊   | 2744/4000 [24:47<08:11,  2.56it/s]

train:  78%|███████▊  | 2744/3515 [24:45<05:01,  2.56it/s]
overall:  69%|██████▊   | 2745/4000 [24:48<08:55,  2.34it/s]

train:  78%|███████▊  | 2745/3515 [24:45<05:28,  2.34it/s]
overall:  69%|██████▊   | 2746/4000 [24:48<09:30,  2.20it/s]

train:  78%|███████▊  | 2746/3515 [24:46<05:49,  2.20it/s]
overall:  69%|██████▊   | 2747/4000 [24:49<09:38,  2.16it/s]

train:  78%|███████▊  | 2747/3515 [24:46<05:54,  2.16it/s]
overall:  69%|██████▊   | 2748/4000 [24:49<10:00,  2.09it/s]

train:  78%|███████▊  | 2748/3515 [24:47<06:07,  2.09it/s]
overall:  69%|██████▊   | 2749/4000 [24:50<10:03,  2.07it/s]

train:  78%|███████▊  | 2749/3515 [24:47<06:09,  2.07it/s]
overall:  69%|██████▉   | 2750/4000 [24:50<10:12,  2.04it/s]

train:  78%|███████▊  | 2750/3515 [24:48<06:14,  2.04it/s]
overall:  69%|██████▉   | 2751/4000 [24:51<10:27,  1.99it/s]

train:  78%|███████▊  | 2751/3515 [24:48<06:23,  1.99it/s]
overall:  69%|██████▉   | 2752/4000 [24:51<09:35,  2.17it/s]

train:  78%|███████▊  | 2752/3515 [24:49<05:51,  2.17it/s]
overall:  69%|██████▉   | 2753/4000 [24:52<09:43,  2.14it/s]

train:  78%|███████▊  | 2753/3515 [24:49<05:56,  2.14it/s]
overall:  69%|██████▉   | 2754/4000 [24:52<09:59,  2.08it/s]

train:  78%|███████▊  | 2754/3515 [24:50<06:05,  2.08it/s]
overall:  69%|██████▉   | 2755/4000 [24:52<09:24,  2.20it/s]

train:  78%|███████▊  | 2755/3515 [24:50<05:44,  2.20it/s]
overall:  69%|██████▉   | 2756/4000 [24:53<07:47,  2.66it/s]

train:  78%|███████▊  | 2756/3515 [24:50<04:45,  2.66it/s]
overall:  69%|██████▉   | 2757/4000 [24:53<09:05,  2.28it/s]

train:  78%|███████▊  | 2757/3515 [24:51<05:32,  2.28it/s]
overall:  69%|██████▉   | 2758/4000 [24:53<07:40,  2.70it/s]

train:  78%|███████▊  | 2758/3515 [24:51<04:40,  2.70it/s]
overall:  69%|██████▉   | 2759/4000 [24:54<08:09,  2.54it/s]

train:  78%|███████▊  | 2759/3515 [24:51<04:58,  2.54it/s]train loss: 1.6867300271987915
train per: 0.516482339394264

overall:  69%|██████▉   | 2760/4000 [24:54<09:01,  2.29it/s]

train:  79%|███████▊  | 2760/3515 [24:52<05:30,  2.29it/s]
overall:  69%|██████▉   | 2761/4000 [24:55<09:34,  2.16it/s]

train:  79%|███████▊  | 2761/3515 [24:52<05:49,  2.16it/s]
overall:  69%|██████▉   | 2762/4000 [24:55<09:33,  2.16it/s]

train:  79%|███████▊  | 2762/3515 [24:53<05:48,  2.16it/s]
overall:  69%|██████▉   | 2763/4000 [24:56<09:38,  2.14it/s]

train:  79%|███████▊  | 2763/3515 [24:53<05:51,  2.14it/s]
overall:  69%|██████▉   | 2764/4000 [24:56<09:58,  2.06it/s]

train:  79%|███████▊  | 2764/3515 [24:54<06:03,  2.06it/s]
overall:  69%|██████▉   | 2765/4000 [24:57<10:49,  1.90it/s]

train:  79%|███████▊  | 2765/3515 [24:55<06:34,  1.90it/s]
overall:  69%|██████▉   | 2766/4000 [24:58<10:40,  1.93it/s]

train:  79%|███████▊  | 2766/3515 [24:55<06:28,  1.93it/s]
overall:  69%|██████▉   | 2767/4000 [24:58<10:32,  1.95it/s]

train:  79%|███████▊  | 2767/3515 [24:56<06:23,  1.95it/s]
overall:  69%|██████▉   | 2768/4000 [24:58<09:05,  2.26it/s]

train:  79%|███████▊  | 2768/3515 [24:56<05:30,  2.26it/s]
overall:  69%|██████▉   | 2769/4000 [24:59<09:27,  2.17it/s]

train:  79%|███████▉  | 2769/3515 [24:56<05:44,  2.17it/s]
overall:  69%|██████▉   | 2770/4000 [24:59<09:55,  2.07it/s]

train:  79%|███████▉  | 2770/3515 [24:57<06:00,  2.07it/s]
overall:  69%|██████▉   | 2771/4000 [25:00<09:52,  2.07it/s]

train:  79%|███████▉  | 2771/3515 [24:57<05:58,  2.07it/s]
overall:  69%|██████▉   | 2772/4000 [25:00<10:03,  2.04it/s]

train:  79%|███████▉  | 2772/3515 [24:58<06:04,  2.04it/s]
overall:  69%|██████▉   | 2773/4000 [25:01<10:06,  2.02it/s]

train:  79%|███████▉  | 2773/3515 [24:58<06:06,  2.02it/s]
overall:  69%|██████▉   | 2774/4000 [25:01<08:39,  2.36it/s]

train:  79%|███████▉  | 2774/3515 [24:59<05:14,  2.36it/s]
overall:  69%|██████▉   | 2775/4000 [25:02<08:50,  2.31it/s]

train:  79%|███████▉  | 2775/3515 [24:59<05:20,  2.31it/s]
overall:  69%|██████▉   | 2776/4000 [25:02<06:58,  2.93it/s]

train:  79%|███████▉  | 2776/3515 [24:59<04:12,  2.93it/s]
overall:  69%|██████▉   | 2777/4000 [25:02<07:15,  2.81it/s]

train:  79%|███████▉  | 2777/3515 [25:00<04:23,  2.81it/s]
overall:  69%|██████▉   | 2778/4000 [25:03<08:21,  2.44it/s]

train:  79%|███████▉  | 2778/3515 [25:00<05:02,  2.44it/s]
overall:  69%|██████▉   | 2779/4000 [25:03<08:48,  2.31it/s]

train:  79%|███████▉  | 2779/3515 [25:01<05:18,  2.31it/s]train loss: 1.7077668905258179
train per: 0.5203213234709297

overall:  70%|██████▉   | 2780/4000 [25:04<09:24,  2.16it/s]

train:  79%|███████▉  | 2780/3515 [25:01<05:40,  2.16it/s]
overall:  70%|██████▉   | 2781/4000 [25:04<10:13,  1.99it/s]

train:  79%|███████▉  | 2781/3515 [25:02<06:09,  1.99it/s]
overall:  70%|██████▉   | 2782/4000 [25:05<09:37,  2.11it/s]

train:  79%|███████▉  | 2782/3515 [25:02<05:47,  2.11it/s]
overall:  70%|██████▉   | 2783/4000 [25:05<09:30,  2.13it/s]

train:  79%|███████▉  | 2783/3515 [25:03<05:43,  2.13it/s]
overall:  70%|██████▉   | 2784/4000 [25:05<08:36,  2.35it/s]

train:  79%|███████▉  | 2784/3515 [25:03<05:10,  2.35it/s]
overall:  70%|██████▉   | 2785/4000 [25:06<08:52,  2.28it/s]

train:  79%|███████▉  | 2785/3515 [25:03<05:19,  2.28it/s]
overall:  70%|██████▉   | 2786/4000 [25:06<09:06,  2.22it/s]

train:  79%|███████▉  | 2786/3515 [25:04<05:28,  2.22it/s]
overall:  70%|██████▉   | 2787/4000 [25:07<09:29,  2.13it/s]

train:  79%|███████▉  | 2787/3515 [25:04<05:41,  2.13it/s]
overall:  70%|██████▉   | 2788/4000 [25:07<09:44,  2.07it/s]

train:  79%|███████▉  | 2788/3515 [25:05<05:50,  2.07it/s]
overall:  70%|██████▉   | 2789/4000 [25:08<10:23,  1.94it/s]

train:  79%|███████▉  | 2789/3515 [25:05<06:13,  1.94it/s]
overall:  70%|██████▉   | 2790/4000 [25:09<10:31,  1.92it/s]

train:  79%|███████▉  | 2790/3515 [25:06<06:18,  1.92it/s]
overall:  70%|██████▉   | 2791/4000 [25:09<10:32,  1.91it/s]

train:  79%|███████▉  | 2791/3515 [25:07<06:19,  1.91it/s]
overall:  70%|██████▉   | 2792/4000 [25:10<10:37,  1.89it/s]

train:  79%|███████▉  | 2792/3515 [25:07<06:21,  1.89it/s]
overall:  70%|██████▉   | 2793/4000 [25:10<10:37,  1.89it/s]

train:  79%|███████▉  | 2793/3515 [25:08<06:21,  1.89it/s]
overall:  70%|██████▉   | 2794/4000 [25:10<08:19,  2.41it/s]

train:  79%|███████▉  | 2794/3515 [25:08<04:58,  2.41it/s]
overall:  70%|██████▉   | 2795/4000 [25:11<09:14,  2.17it/s]

train:  80%|███████▉  | 2795/3515 [25:08<05:31,  2.17it/s]
overall:  70%|██████▉   | 2796/4000 [25:11<09:27,  2.12it/s]

train:  80%|███████▉  | 2796/3515 [25:09<05:38,  2.12it/s]
overall:  70%|██████▉   | 2797/4000 [25:12<09:44,  2.06it/s]

train:  80%|███████▉  | 2797/3515 [25:09<05:49,  2.06it/s]
overall:  70%|██████▉   | 2798/4000 [25:12<09:57,  2.01it/s]

train:  80%|███████▉  | 2798/3515 [25:10<05:56,  2.01it/s]
overall:  70%|██████▉   | 2799/4000 [25:13<09:55,  2.02it/s]

train:  80%|███████▉  | 2799/3515 [25:10<05:54,  2.02it/s]train loss: 1.7226663827896118
train per: 0.5213280250248827

overall:  70%|███████   | 2800/4000 [25:13<10:05,  1.98it/s]

train:  80%|███████▉  | 2800/3515 [25:11<06:01,  1.98it/s]
overall:  70%|███████   | 2801/4000 [25:14<09:59,  2.00it/s]

train:  80%|███████▉  | 2801/3515 [25:11<05:57,  2.00it/s]
overall:  70%|███████   | 2802/4000 [25:14<10:01,  1.99it/s]

train:  80%|███████▉  | 2802/3515 [25:12<05:58,  1.99it/s]
overall:  70%|███████   | 2803/4000 [25:15<09:55,  2.01it/s]

train:  80%|███████▉  | 2803/3515 [25:12<05:54,  2.01it/s]
overall:  70%|███████   | 2804/4000 [25:15<09:45,  2.04it/s]

train:  80%|███████▉  | 2804/3515 [25:13<05:47,  2.04it/s]
overall:  70%|███████   | 2805/4000 [25:16<10:39,  1.87it/s]

train:  80%|███████▉  | 2805/3515 [25:13<06:20,  1.87it/s]
overall:  70%|███████   | 2806/4000 [25:16<09:03,  2.20it/s]

train:  80%|███████▉  | 2806/3515 [25:14<05:22,  2.20it/s]
overall:  70%|███████   | 2807/4000 [25:17<09:16,  2.14it/s]

train:  80%|███████▉  | 2807/3515 [25:14<05:30,  2.14it/s]
overall:  70%|███████   | 2808/4000 [25:17<09:15,  2.15it/s]

train:  80%|███████▉  | 2808/3515 [25:15<05:29,  2.15it/s]
overall:  70%|███████   | 2809/4000 [25:18<09:36,  2.07it/s]

train:  80%|███████▉  | 2809/3515 [25:15<05:41,  2.07it/s]
overall:  70%|███████   | 2810/4000 [25:18<08:01,  2.47it/s]

train:  80%|███████▉  | 2810/3515 [25:15<04:45,  2.47it/s]
overall:  70%|███████   | 2811/4000 [25:18<08:27,  2.34it/s]

train:  80%|███████▉  | 2811/3515 [25:16<05:00,  2.34it/s]
overall:  70%|███████   | 2812/4000 [25:19<09:03,  2.19it/s]

train:  80%|████████  | 2812/3515 [25:16<05:21,  2.19it/s]
overall:  70%|███████   | 2813/4000 [25:19<08:20,  2.37it/s]

train:  80%|████████  | 2813/3515 [25:17<04:56,  2.37it/s]
overall:  70%|███████   | 2814/4000 [25:20<08:51,  2.23it/s]

train:  80%|████████  | 2814/3515 [25:17<05:14,  2.23it/s]
overall:  70%|███████   | 2815/4000 [25:20<09:20,  2.11it/s]

train:  80%|████████  | 2815/3515 [25:18<05:31,  2.11it/s]
overall:  70%|███████   | 2816/4000 [25:21<09:36,  2.05it/s]

train:  80%|████████  | 2816/3515 [25:18<05:40,  2.05it/s]
overall:  70%|███████   | 2817/4000 [25:21<10:02,  1.96it/s]

train:  80%|████████  | 2817/3515 [25:19<05:55,  1.96it/s]
overall:  70%|███████   | 2818/4000 [25:22<08:06,  2.43it/s]

train:  80%|████████  | 2818/3515 [25:19<04:46,  2.43it/s]
overall:  70%|███████   | 2819/4000 [25:22<08:48,  2.23it/s]

train:  80%|████████  | 2819/3515 [25:20<05:11,  2.23it/s]train loss: 1.6936368942260742
train per: 0.5152994878055254

overall:  70%|███████   | 2820/4000 [25:23<09:20,  2.11it/s]

train:  80%|████████  | 2820/3515 [25:20<05:30,  2.11it/s]
overall:  71%|███████   | 2821/4000 [25:23<09:33,  2.06it/s]

train:  80%|████████  | 2821/3515 [25:21<05:37,  2.06it/s]
overall:  71%|███████   | 2822/4000 [25:24<09:39,  2.03it/s]

train:  80%|████████  | 2822/3515 [25:21<05:40,  2.03it/s]
overall:  71%|███████   | 2823/4000 [25:24<09:49,  2.00it/s]

train:  80%|████████  | 2823/3515 [25:22<05:46,  2.00it/s]
overall:  71%|███████   | 2824/4000 [25:25<10:02,  1.95it/s]

train:  80%|████████  | 2824/3515 [25:22<05:53,  1.95it/s]
overall:  71%|███████   | 2825/4000 [25:25<09:51,  1.99it/s]

train:  80%|████████  | 2825/3515 [25:23<05:47,  1.99it/s]
overall:  71%|███████   | 2826/4000 [25:26<09:44,  2.01it/s]

train:  80%|████████  | 2826/3515 [25:23<05:43,  2.01it/s]
overall:  71%|███████   | 2827/4000 [25:26<09:41,  2.02it/s]

train:  80%|████████  | 2827/3515 [25:24<05:40,  2.02it/s]
overall:  71%|███████   | 2828/4000 [25:27<09:51,  1.98it/s]

train:  80%|████████  | 2828/3515 [25:24<05:46,  1.98it/s]
overall:  71%|███████   | 2829/4000 [25:27<08:22,  2.33it/s]

train:  80%|████████  | 2829/3515 [25:24<04:54,  2.33it/s]
overall:  71%|███████   | 2830/4000 [25:27<08:40,  2.25it/s]

train:  81%|████████  | 2830/3515 [25:25<05:04,  2.25it/s]
overall:  71%|███████   | 2831/4000 [25:28<09:07,  2.14it/s]

train:  81%|████████  | 2831/3515 [25:25<05:20,  2.14it/s]
overall:  71%|███████   | 2832/4000 [25:28<09:22,  2.07it/s]

train:  81%|████████  | 2832/3515 [25:26<05:29,  2.07it/s]
overall:  71%|███████   | 2833/4000 [25:29<09:30,  2.05it/s]

train:  81%|████████  | 2833/3515 [25:27<05:33,  2.05it/s]
overall:  71%|███████   | 2834/4000 [25:30<09:36,  2.02it/s]

train:  81%|████████  | 2834/3515 [25:27<05:36,  2.02it/s]
overall:  71%|███████   | 2835/4000 [25:30<09:37,  2.02it/s]

train:  81%|████████  | 2835/3515 [25:28<05:36,  2.02it/s]
overall:  71%|███████   | 2836/4000 [25:30<08:59,  2.16it/s]

train:  81%|████████  | 2836/3515 [25:28<05:14,  2.16it/s]
overall:  71%|███████   | 2837/4000 [25:31<10:01,  1.93it/s]

train:  81%|████████  | 2837/3515 [25:29<05:50,  1.93it/s]
overall:  71%|███████   | 2838/4000 [25:32<09:56,  1.95it/s]

train:  81%|████████  | 2838/3515 [25:29<05:47,  1.95it/s]
overall:  71%|███████   | 2839/4000 [25:32<09:37,  2.01it/s]

train:  81%|████████  | 2839/3515 [25:30<05:36,  2.01it/s]train loss: 1.7008397579193115
train per: 0.5183722037125178

overall:  71%|███████   | 2840/4000 [25:32<09:17,  2.08it/s]

train:  81%|████████  | 2840/3515 [25:30<05:24,  2.08it/s]
overall:  71%|███████   | 2841/4000 [25:33<09:25,  2.05it/s]

train:  81%|████████  | 2841/3515 [25:30<05:28,  2.05it/s]
overall:  71%|███████   | 2842/4000 [25:33<07:51,  2.45it/s]

train:  81%|████████  | 2842/3515 [25:31<04:34,  2.46it/s]
overall:  71%|███████   | 2843/4000 [25:34<08:17,  2.33it/s]

train:  81%|████████  | 2843/3515 [25:31<04:48,  2.33it/s]
overall:  71%|███████   | 2844/4000 [25:34<08:05,  2.38it/s]

train:  81%|████████  | 2844/3515 [25:32<04:42,  2.38it/s]
overall:  71%|███████   | 2845/4000 [25:35<08:38,  2.23it/s]

train:  81%|████████  | 2845/3515 [25:32<05:00,  2.23it/s]
overall:  71%|███████   | 2846/4000 [25:35<09:00,  2.14it/s]

train:  81%|████████  | 2846/3515 [25:33<05:13,  2.14it/s]
overall:  71%|███████   | 2847/4000 [25:35<07:25,  2.59it/s]

train:  81%|████████  | 2847/3515 [25:33<04:18,  2.59it/s]
overall:  71%|███████   | 2848/4000 [25:36<07:58,  2.41it/s]

train:  81%|████████  | 2848/3515 [25:33<04:37,  2.41it/s]
overall:  71%|███████   | 2849/4000 [25:36<08:28,  2.26it/s]

train:  81%|████████  | 2849/3515 [25:34<04:54,  2.26it/s]
overall:  71%|███████▏  | 2850/4000 [25:37<08:50,  2.17it/s]

train:  81%|████████  | 2850/3515 [25:34<05:06,  2.17it/s]
overall:  71%|███████▏  | 2851/4000 [25:37<09:07,  2.10it/s]

train:  81%|████████  | 2851/3515 [25:35<05:16,  2.10it/s]
overall:  71%|███████▏  | 2852/4000 [25:38<09:15,  2.07it/s]

train:  81%|████████  | 2852/3515 [25:35<05:20,  2.07it/s]
overall:  71%|███████▏  | 2853/4000 [25:38<10:00,  1.91it/s]

train:  81%|████████  | 2853/3515 [25:36<05:46,  1.91it/s]
overall:  71%|███████▏  | 2854/4000 [25:39<10:05,  1.89it/s]

train:  81%|████████  | 2854/3515 [25:36<05:49,  1.89it/s]
overall:  71%|███████▏  | 2855/4000 [25:39<08:36,  2.22it/s]

train:  81%|████████  | 2855/3515 [25:37<04:57,  2.22it/s]
overall:  71%|███████▏  | 2856/4000 [25:40<08:57,  2.13it/s]

train:  81%|████████▏ | 2856/3515 [25:37<05:09,  2.13it/s]
overall:  71%|███████▏  | 2857/4000 [25:40<09:18,  2.05it/s]

train:  81%|████████▏ | 2857/3515 [25:38<05:21,  2.05it/s]
overall:  71%|███████▏  | 2858/4000 [25:41<09:32,  1.99it/s]

train:  81%|████████▏ | 2858/3515 [25:38<05:29,  1.99it/s]
overall:  71%|███████▏  | 2859/4000 [25:41<09:35,  1.98it/s]

train:  81%|████████▏ | 2859/3515 [25:39<05:30,  1.98it/s]train loss: 1.7010934352874756
train per: 0.5184922286133888

overall:  72%|███████▏  | 2860/4000 [25:42<09:48,  1.94it/s]

train:  81%|████████▏ | 2860/3515 [25:39<05:38,  1.93it/s]
overall:  72%|███████▏  | 2861/4000 [25:42<10:25,  1.82it/s]

train:  81%|████████▏ | 2861/3515 [25:40<05:58,  1.82it/s]
overall:  72%|███████▏  | 2862/4000 [25:43<10:17,  1.84it/s]

train:  81%|████████▏ | 2862/3515 [25:40<05:54,  1.84it/s]
overall:  72%|███████▏  | 2863/4000 [25:44<10:10,  1.86it/s]

train:  81%|████████▏ | 2863/3515 [25:41<05:49,  1.86it/s]
overall:  72%|███████▏  | 2864/4000 [25:44<09:58,  1.90it/s]

train:  81%|████████▏ | 2864/3515 [25:42<05:43,  1.90it/s]
overall:  72%|███████▏  | 2865/4000 [25:45<09:50,  1.92it/s]

train:  82%|████████▏ | 2865/3515 [25:42<05:38,  1.92it/s]
overall:  72%|███████▏  | 2866/4000 [25:45<09:54,  1.91it/s]

train:  82%|████████▏ | 2866/3515 [25:43<05:40,  1.91it/s]
overall:  72%|███████▏  | 2867/4000 [25:46<09:57,  1.90it/s]

train:  82%|████████▏ | 2867/3515 [25:43<05:41,  1.90it/s]
overall:  72%|███████▏  | 2868/4000 [25:46<09:33,  1.97it/s]

train:  82%|████████▏ | 2868/3515 [25:44<05:27,  1.97it/s]
overall:  72%|███████▏  | 2869/4000 [25:47<09:26,  2.00it/s]

train:  82%|████████▏ | 2869/3515 [25:44<05:23,  2.00it/s]
overall:  72%|███████▏  | 2870/4000 [25:47<08:40,  2.17it/s]

train:  82%|████████▏ | 2870/3515 [25:44<04:57,  2.17it/s]
overall:  72%|███████▏  | 2871/4000 [25:47<08:57,  2.10it/s]

train:  82%|████████▏ | 2871/3515 [25:45<05:06,  2.10it/s]
overall:  72%|███████▏  | 2872/4000 [25:48<09:15,  2.03it/s]

train:  82%|████████▏ | 2872/3515 [25:45<05:16,  2.03it/s]
overall:  72%|███████▏  | 2873/4000 [25:48<09:22,  2.00it/s]

train:  82%|████████▏ | 2873/3515 [25:46<05:20,  2.00it/s]
overall:  72%|███████▏  | 2874/4000 [25:49<09:22,  2.00it/s]

train:  82%|████████▏ | 2874/3515 [25:46<05:20,  2.00it/s]
overall:  72%|███████▏  | 2875/4000 [25:49<09:26,  1.98it/s]

train:  82%|████████▏ | 2875/3515 [25:47<05:22,  1.98it/s]
overall:  72%|███████▏  | 2876/4000 [25:50<09:14,  2.03it/s]

train:  82%|████████▏ | 2876/3515 [25:47<05:14,  2.03it/s]
overall:  72%|███████▏  | 2877/4000 [25:51<10:03,  1.86it/s]

train:  82%|████████▏ | 2877/3515 [25:48<05:43,  1.86it/s]
overall:  72%|███████▏  | 2878/4000 [25:51<09:33,  1.96it/s]

train:  82%|████████▏ | 2878/3515 [25:49<05:25,  1.96it/s]
overall:  72%|███████▏  | 2879/4000 [25:51<09:11,  2.03it/s]

train:  82%|████████▏ | 2879/3515 [25:49<05:13,  2.03it/s]train loss: 1.6870107650756836
train per: 0.5146464768631624

overall:  72%|███████▏  | 2880/4000 [25:52<07:13,  2.59it/s]

train:  82%|████████▏ | 2880/3515 [25:49<04:05,  2.59it/s]
overall:  72%|███████▏  | 2881/4000 [25:52<07:46,  2.40it/s]

train:  82%|████████▏ | 2881/3515 [25:50<04:24,  2.40it/s]
overall:  72%|███████▏  | 2882/4000 [25:53<08:22,  2.23it/s]

train:  82%|████████▏ | 2882/3515 [25:50<04:44,  2.23it/s]
overall:  72%|███████▏  | 2883/4000 [25:53<08:44,  2.13it/s]

train:  82%|████████▏ | 2883/3515 [25:51<04:57,  2.13it/s]
overall:  72%|███████▏  | 2884/4000 [25:54<08:59,  2.07it/s]

train:  82%|████████▏ | 2884/3515 [25:51<05:05,  2.07it/s]
overall:  72%|███████▏  | 2885/4000 [25:54<09:51,  1.88it/s]

train:  82%|████████▏ | 2885/3515 [25:52<05:34,  1.88it/s]
overall:  72%|███████▏  | 2886/4000 [25:55<09:50,  1.89it/s]

train:  82%|████████▏ | 2886/3515 [25:52<05:33,  1.89it/s]
overall:  72%|███████▏  | 2887/4000 [25:55<09:50,  1.88it/s]

train:  82%|████████▏ | 2887/3515 [25:53<05:33,  1.88it/s]
overall:  72%|███████▏  | 2888/4000 [25:56<09:45,  1.90it/s]

train:  82%|████████▏ | 2888/3515 [25:53<05:29,  1.90it/s]
overall:  72%|███████▏  | 2889/4000 [25:56<07:42,  2.40it/s]

train:  82%|████████▏ | 2889/3515 [25:54<04:20,  2.40it/s]
overall:  72%|███████▏  | 2890/4000 [25:57<07:59,  2.32it/s]

train:  82%|████████▏ | 2890/3515 [25:54<04:29,  2.32it/s]
overall:  72%|███████▏  | 2891/4000 [25:57<08:39,  2.14it/s]

train:  82%|████████▏ | 2891/3515 [25:55<04:52,  2.14it/s]
overall:  72%|███████▏  | 2892/4000 [25:57<08:15,  2.23it/s]

train:  82%|████████▏ | 2892/3515 [25:55<04:38,  2.23it/s]
overall:  72%|███████▏  | 2893/4000 [25:58<08:40,  2.13it/s]

train:  82%|████████▏ | 2893/3515 [25:55<04:52,  2.13it/s]
overall:  72%|███████▏  | 2894/4000 [25:59<09:00,  2.05it/s]

train:  82%|████████▏ | 2894/3515 [25:56<05:03,  2.05it/s]
overall:  72%|███████▏  | 2895/4000 [25:59<09:08,  2.01it/s]

train:  82%|████████▏ | 2895/3515 [25:57<05:07,  2.01it/s]
overall:  72%|███████▏  | 2896/4000 [26:00<09:13,  2.00it/s]

train:  82%|████████▏ | 2896/3515 [25:57<05:10,  2.00it/s]
overall:  72%|███████▏  | 2897/4000 [26:00<09:08,  2.01it/s]

train:  82%|████████▏ | 2897/3515 [25:58<05:07,  2.01it/s]
overall:  72%|███████▏  | 2898/4000 [26:01<09:10,  2.00it/s]

train:  82%|████████▏ | 2898/3515 [25:58<05:08,  2.00it/s]
overall:  72%|███████▏  | 2899/4000 [26:01<09:09,  2.01it/s]

train:  82%|████████▏ | 2899/3515 [25:59<05:07,  2.01it/s]train loss: 1.7419650554656982
train per: 0.526376339189416

overall:  72%|███████▎  | 2900/4000 [26:01<08:53,  2.06it/s]

train:  83%|████████▎ | 2900/3515 [25:59<04:58,  2.06it/s]
overall:  73%|███████▎  | 2901/4000 [26:02<09:30,  1.93it/s]

train:  83%|████████▎ | 2901/3515 [26:00<05:18,  1.93it/s]
overall:  73%|███████▎  | 2902/4000 [26:03<09:22,  1.95it/s]

train:  83%|████████▎ | 2902/3515 [26:00<05:14,  1.95it/s]
overall:  73%|███████▎  | 2903/4000 [26:03<09:23,  1.95it/s]

train:  83%|████████▎ | 2903/3515 [26:01<05:14,  1.95it/s]
overall:  73%|███████▎  | 2904/4000 [26:04<08:47,  2.08it/s]

train:  83%|████████▎ | 2904/3515 [26:01<04:54,  2.08it/s]
overall:  73%|███████▎  | 2905/4000 [26:04<07:28,  2.44it/s]

train:  83%|████████▎ | 2905/3515 [26:01<04:10,  2.44it/s]
overall:  73%|███████▎  | 2906/4000 [26:04<08:07,  2.24it/s]

train:  83%|████████▎ | 2906/3515 [26:02<04:31,  2.24it/s]
overall:  73%|███████▎  | 2907/4000 [26:05<08:31,  2.14it/s]

train:  83%|████████▎ | 2907/3515 [26:02<04:44,  2.14it/s]
overall:  73%|███████▎  | 2908/4000 [26:05<08:38,  2.11it/s]

train:  83%|████████▎ | 2908/3515 [26:03<04:48,  2.11it/s]
overall:  73%|███████▎  | 2909/4000 [26:06<09:30,  1.91it/s]

train:  83%|████████▎ | 2909/3515 [26:03<05:16,  1.91it/s]
overall:  73%|███████▎  | 2910/4000 [26:06<09:22,  1.94it/s]

train:  83%|████████▎ | 2910/3515 [26:04<05:12,  1.94it/s]
overall:  73%|███████▎  | 2911/4000 [26:07<09:11,  1.97it/s]

train:  83%|████████▎ | 2911/3515 [26:04<05:06,  1.97it/s]
overall:  73%|███████▎  | 2912/4000 [26:07<09:22,  1.94it/s]

train:  83%|████████▎ | 2912/3515 [26:05<05:11,  1.94it/s]
overall:  73%|███████▎  | 2913/4000 [26:08<09:14,  1.96it/s]

train:  83%|████████▎ | 2913/3515 [26:05<05:07,  1.96it/s]
overall:  73%|███████▎  | 2914/4000 [26:08<09:13,  1.96it/s]

train:  83%|████████▎ | 2914/3515 [26:06<05:06,  1.96it/s]
overall:  73%|███████▎  | 2915/4000 [26:09<09:13,  1.96it/s]

train:  83%|████████▎ | 2915/3515 [26:06<05:05,  1.96it/s]
overall:  73%|███████▎  | 2916/4000 [26:09<09:08,  1.98it/s]

train:  83%|████████▎ | 2916/3515 [26:07<05:02,  1.98it/s]
overall:  73%|███████▎  | 2917/4000 [26:10<08:59,  2.01it/s]

train:  83%|████████▎ | 2917/3515 [26:07<04:57,  2.01it/s]
overall:  73%|███████▎  | 2918/4000 [26:10<08:57,  2.01it/s]

train:  83%|████████▎ | 2918/3515 [26:08<04:56,  2.01it/s]
overall:  73%|███████▎  | 2919/4000 [26:11<07:25,  2.43it/s]

train:  83%|████████▎ | 2919/3515 [26:08<04:05,  2.43it/s]train loss: 1.7128413915634155
train per: 0.5252459865354738

overall:  73%|███████▎  | 2920/4000 [26:11<06:13,  2.89it/s]

train:  83%|████████▎ | 2920/3515 [26:08<03:26,  2.89it/s]
overall:  73%|███████▎  | 2921/4000 [26:11<07:02,  2.55it/s]

train:  83%|████████▎ | 2921/3515 [26:09<03:52,  2.55it/s]
overall:  73%|███████▎  | 2922/4000 [26:12<07:39,  2.35it/s]

train:  83%|████████▎ | 2922/3515 [26:09<04:12,  2.35it/s]
overall:  73%|███████▎  | 2923/4000 [26:12<07:27,  2.41it/s]

train:  83%|████████▎ | 2923/3515 [26:10<04:06,  2.41it/s]
overall:  73%|███████▎  | 2924/4000 [26:13<06:52,  2.61it/s]

train:  83%|████████▎ | 2924/3515 [26:10<03:46,  2.61it/s]
overall:  73%|███████▎  | 2925/4000 [26:13<07:58,  2.25it/s]

train:  83%|████████▎ | 2925/3515 [26:11<04:22,  2.25it/s]
overall:  73%|███████▎  | 2926/4000 [26:14<08:28,  2.11it/s]

train:  83%|████████▎ | 2926/3515 [26:11<04:38,  2.11it/s]
overall:  73%|███████▎  | 2927/4000 [26:14<08:13,  2.17it/s]

train:  83%|████████▎ | 2927/3515 [26:12<04:30,  2.17it/s]
overall:  73%|███████▎  | 2928/4000 [26:15<08:14,  2.17it/s]

train:  83%|████████▎ | 2928/3515 [26:12<04:30,  2.17it/s]
overall:  73%|███████▎  | 2929/4000 [26:15<07:46,  2.30it/s]

train:  83%|████████▎ | 2929/3515 [26:12<04:15,  2.30it/s]
overall:  73%|███████▎  | 2930/4000 [26:15<06:14,  2.86it/s]

train:  83%|████████▎ | 2930/3515 [26:13<03:24,  2.86it/s]
overall:  73%|███████▎  | 2931/4000 [26:16<06:58,  2.56it/s]

train:  83%|████████▎ | 2931/3515 [26:13<03:48,  2.56it/s]
overall:  73%|███████▎  | 2932/4000 [26:16<07:29,  2.38it/s]

train:  83%|████████▎ | 2932/3515 [26:14<04:05,  2.38it/s]
overall:  73%|███████▎  | 2933/4000 [26:17<08:38,  2.06it/s]

train:  83%|████████▎ | 2933/3515 [26:14<04:43,  2.06it/s]
overall:  73%|███████▎  | 2934/4000 [26:17<06:38,  2.68it/s]

train:  83%|████████▎ | 2934/3515 [26:14<03:36,  2.68it/s]
overall:  73%|███████▎  | 2935/4000 [26:17<05:50,  3.03it/s]

train:  83%|████████▎ | 2935/3515 [26:15<03:11,  3.03it/s]
overall:  73%|███████▎  | 2936/4000 [26:18<06:59,  2.53it/s]

train:  84%|████████▎ | 2936/3515 [26:15<03:48,  2.53it/s]
overall:  73%|███████▎  | 2937/4000 [26:18<06:58,  2.54it/s]

train:  84%|████████▎ | 2937/3515 [26:15<03:47,  2.54it/s]
overall:  73%|███████▎  | 2938/4000 [26:19<07:44,  2.29it/s]

train:  84%|████████▎ | 2938/3515 [26:16<04:12,  2.29it/s]
overall:  73%|███████▎  | 2939/4000 [26:19<08:07,  2.18it/s]

train:  84%|████████▎ | 2939/3515 [26:17<04:24,  2.18it/s]train loss: 1.7244908809661865
train per: 0.5193666949392141

overall:  74%|███████▎  | 2940/4000 [26:20<08:22,  2.11it/s]

train:  84%|████████▎ | 2940/3515 [26:17<04:32,  2.11it/s]
overall:  74%|███████▎  | 2941/4000 [26:20<08:03,  2.19it/s]

train:  84%|████████▎ | 2941/3515 [26:17<04:22,  2.19it/s]
overall:  74%|███████▎  | 2942/4000 [26:20<08:17,  2.13it/s]

train:  84%|████████▎ | 2942/3515 [26:18<04:29,  2.13it/s]
overall:  74%|███████▎  | 2943/4000 [26:21<07:44,  2.27it/s]

train:  84%|████████▎ | 2943/3515 [26:18<04:11,  2.27it/s]
overall:  74%|███████▎  | 2944/4000 [26:21<07:57,  2.21it/s]

train:  84%|████████▍ | 2944/3515 [26:19<04:18,  2.21it/s]
overall:  74%|███████▎  | 2945/4000 [26:22<08:14,  2.13it/s]

train:  84%|████████▍ | 2945/3515 [26:19<04:27,  2.13it/s]
overall:  74%|███████▎  | 2946/4000 [26:22<08:19,  2.11it/s]

train:  84%|████████▍ | 2946/3515 [26:20<04:29,  2.11it/s]
overall:  74%|███████▎  | 2947/4000 [26:23<08:27,  2.07it/s]

train:  84%|████████▍ | 2947/3515 [26:20<04:33,  2.07it/s]
overall:  74%|███████▎  | 2948/4000 [26:23<08:40,  2.02it/s]

train:  84%|████████▍ | 2948/3515 [26:21<04:40,  2.02it/s]
overall:  74%|███████▎  | 2949/4000 [26:24<08:31,  2.06it/s]

train:  84%|████████▍ | 2949/3515 [26:21<04:35,  2.06it/s]
overall:  74%|███████▍  | 2950/4000 [26:24<08:41,  2.01it/s]

train:  84%|████████▍ | 2950/3515 [26:22<04:40,  2.01it/s]
overall:  74%|███████▍  | 2951/4000 [26:25<08:43,  2.00it/s]

train:  84%|████████▍ | 2951/3515 [26:22<04:41,  2.00it/s]
overall:  74%|███████▍  | 2952/4000 [26:25<07:24,  2.36it/s]

train:  84%|████████▍ | 2952/3515 [26:23<03:58,  2.36it/s]
overall:  74%|███████▍  | 2953/4000 [26:25<07:07,  2.45it/s]

train:  84%|████████▍ | 2953/3515 [26:23<03:49,  2.45it/s]
overall:  74%|███████▍  | 2954/4000 [26:26<07:32,  2.31it/s]

train:  84%|████████▍ | 2954/3515 [26:23<04:02,  2.31it/s]
overall:  74%|███████▍  | 2955/4000 [26:26<07:57,  2.19it/s]

train:  84%|████████▍ | 2955/3515 [26:24<04:16,  2.19it/s]
overall:  74%|███████▍  | 2956/4000 [26:27<07:02,  2.47it/s]

train:  84%|████████▍ | 2956/3515 [26:24<03:46,  2.47it/s]
overall:  74%|███████▍  | 2957/4000 [26:27<07:40,  2.26it/s]

train:  84%|████████▍ | 2957/3515 [26:25<04:06,  2.26it/s]
overall:  74%|███████▍  | 2958/4000 [26:28<07:29,  2.32it/s]

train:  84%|████████▍ | 2958/3515 [26:25<04:00,  2.32it/s]
overall:  74%|███████▍  | 2959/4000 [26:28<07:32,  2.30it/s]

train:  84%|████████▍ | 2959/3515 [26:26<04:01,  2.30it/s]train loss: 1.7167770862579346
train per: 0.5227434350883662

overall:  74%|███████▍  | 2960/4000 [26:29<08:13,  2.11it/s]

train:  84%|████████▍ | 2960/3515 [26:26<04:23,  2.11it/s]
overall:  74%|███████▍  | 2961/4000 [26:29<08:17,  2.09it/s]

train:  84%|████████▍ | 2961/3515 [26:27<04:24,  2.09it/s]
overall:  74%|███████▍  | 2962/4000 [26:30<08:28,  2.04it/s]

train:  84%|████████▍ | 2962/3515 [26:27<04:30,  2.04it/s]
overall:  74%|███████▍  | 2963/4000 [26:30<08:25,  2.05it/s]

train:  84%|████████▍ | 2963/3515 [26:28<04:28,  2.05it/s]
overall:  74%|███████▍  | 2964/4000 [26:31<08:25,  2.05it/s]

train:  84%|████████▍ | 2964/3515 [26:28<04:28,  2.05it/s]
overall:  74%|███████▍  | 2965/4000 [26:31<08:12,  2.10it/s]

train:  84%|████████▍ | 2965/3515 [26:29<04:21,  2.10it/s]
overall:  74%|███████▍  | 2966/4000 [26:32<08:26,  2.04it/s]

train:  84%|████████▍ | 2966/3515 [26:29<04:29,  2.04it/s]
overall:  74%|███████▍  | 2967/4000 [26:32<08:31,  2.02it/s]

train:  84%|████████▍ | 2967/3515 [26:30<04:31,  2.02it/s]
overall:  74%|███████▍  | 2968/4000 [26:33<08:32,  2.02it/s]

train:  84%|████████▍ | 2968/3515 [26:30<04:31,  2.02it/s]
overall:  74%|███████▍  | 2969/4000 [26:33<08:11,  2.10it/s]

train:  84%|████████▍ | 2969/3515 [26:31<04:20,  2.10it/s]
overall:  74%|███████▍  | 2970/4000 [26:34<08:18,  2.06it/s]

train:  84%|████████▍ | 2970/3515 [26:31<04:24,  2.06it/s]
overall:  74%|███████▍  | 2971/4000 [26:34<07:09,  2.40it/s]

train:  85%|████████▍ | 2971/3515 [26:31<03:46,  2.40it/s]
overall:  74%|███████▍  | 2972/4000 [26:34<07:28,  2.29it/s]

train:  85%|████████▍ | 2972/3515 [26:32<03:56,  2.29it/s]
overall:  74%|███████▍  | 2973/4000 [26:35<07:45,  2.21it/s]

train:  85%|████████▍ | 2973/3515 [26:32<04:05,  2.21it/s]
overall:  74%|███████▍  | 2974/4000 [26:35<08:08,  2.10it/s]

train:  85%|████████▍ | 2974/3515 [26:33<04:17,  2.10it/s]
overall:  74%|███████▍  | 2975/4000 [26:36<08:17,  2.06it/s]

train:  85%|████████▍ | 2975/3515 [26:33<04:22,  2.06it/s]
overall:  74%|███████▍  | 2976/4000 [26:36<07:57,  2.15it/s]

train:  85%|████████▍ | 2976/3515 [26:34<04:11,  2.15it/s]
overall:  74%|███████▍  | 2977/4000 [26:37<08:12,  2.08it/s]

train:  85%|████████▍ | 2977/3515 [26:34<04:19,  2.08it/s]
overall:  74%|███████▍  | 2978/4000 [26:37<08:22,  2.03it/s]

train:  85%|████████▍ | 2978/3515 [26:35<04:24,  2.03it/s]
overall:  74%|███████▍  | 2979/4000 [26:38<07:50,  2.17it/s]

train:  85%|████████▍ | 2979/3515 [26:35<04:06,  2.17it/s]train loss: 1.6751857995986938
train per: 0.5138752772476401

overall:  74%|███████▍  | 2980/4000 [26:38<07:52,  2.16it/s]

train:  85%|████████▍ | 2980/3515 [26:36<04:07,  2.16it/s]
overall:  75%|███████▍  | 2981/4000 [26:39<08:19,  2.04it/s]

train:  85%|████████▍ | 2981/3515 [26:36<04:21,  2.04it/s]
overall:  75%|███████▍  | 2982/4000 [26:39<08:07,  2.09it/s]

train:  85%|████████▍ | 2982/3515 [26:37<04:15,  2.09it/s]
overall:  75%|███████▍  | 2983/4000 [26:40<08:19,  2.03it/s]

train:  85%|████████▍ | 2983/3515 [26:37<04:21,  2.03it/s]
overall:  75%|███████▍  | 2984/4000 [26:40<08:39,  1.96it/s]

train:  85%|████████▍ | 2984/3515 [26:38<04:31,  1.96it/s]
overall:  75%|███████▍  | 2985/4000 [26:41<08:43,  1.94it/s]

train:  85%|████████▍ | 2985/3515 [26:38<04:33,  1.94it/s]
overall:  75%|███████▍  | 2986/4000 [26:41<08:28,  1.99it/s]

train:  85%|████████▍ | 2986/3515 [26:39<04:25,  1.99it/s]
overall:  75%|███████▍  | 2987/4000 [26:42<08:42,  1.94it/s]

train:  85%|████████▍ | 2987/3515 [26:39<04:32,  1.94it/s]
overall:  75%|███████▍  | 2988/4000 [26:42<08:41,  1.94it/s]

train:  85%|████████▌ | 2988/3515 [26:40<04:31,  1.94it/s]
overall:  75%|███████▍  | 2989/4000 [26:43<08:41,  1.94it/s]

train:  85%|████████▌ | 2989/3515 [26:40<04:31,  1.94it/s]
overall:  75%|███████▍  | 2990/4000 [26:43<08:31,  1.98it/s]

train:  85%|████████▌ | 2990/3515 [26:41<04:25,  1.98it/s]
overall:  75%|███████▍  | 2991/4000 [26:44<08:14,  2.04it/s]

train:  85%|████████▌ | 2991/3515 [26:41<04:16,  2.04it/s]
overall:  75%|███████▍  | 2992/4000 [26:44<08:21,  2.01it/s]

train:  85%|████████▌ | 2992/3515 [26:42<04:20,  2.01it/s]
overall:  75%|███████▍  | 2993/4000 [26:45<08:31,  1.97it/s]

train:  85%|████████▌ | 2993/3515 [26:42<04:24,  1.97it/s]
overall:  75%|███████▍  | 2994/4000 [26:45<08:34,  1.95it/s]

train:  85%|████████▌ | 2994/3515 [26:43<04:26,  1.95it/s]
overall:  75%|███████▍  | 2995/4000 [26:46<08:26,  1.98it/s]

train:  85%|████████▌ | 2995/3515 [26:43<04:22,  1.98it/s]
overall:  75%|███████▍  | 2996/4000 [26:46<06:30,  2.57it/s]

train:  85%|████████▌ | 2996/3515 [26:43<03:21,  2.57it/s]
overall:  75%|███████▍  | 2997/4000 [26:47<07:42,  2.17it/s]

train:  85%|████████▌ | 2997/3515 [26:44<03:58,  2.17it/s]
overall:  75%|███████▍  | 2998/4000 [26:47<07:55,  2.11it/s]

train:  85%|████████▌ | 2998/3515 [26:45<04:05,  2.11it/s]
overall:  75%|███████▍  | 2999/4000 [26:48<08:07,  2.05it/s]

train:  85%|████████▌ | 2999/3515 [26:45<04:11,  2.05it/s]train loss: 1.702968955039978
train per: 0.5161343781813016
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



word -> phonemes:   0%|          | 0/2703 [00:00<?, ?it/s]


word -> phonemes:   8%|▊         | 222/2703 [00:00<00:01, 2208.95it/s]


word -> phonemes:  17%|█▋        | 447/2703 [00:00<00:01, 2231.56it/s]


word -> phonemes:  25%|██▍       | 671/2703 [00:00<00:00, 2232.60it/s]


word -> phonemes:  33%|███▎      | 901/2703 [00:00<00:00, 2257.81it/s]


word -> phonemes:  42%|████▏     | 1132/2703 [00:00<00:00, 2276.55it/s]


word -> phonemes:  51%|█████▏    | 1389/2703 [00:00<00:00, 2375.79it/s]


word -> phonemes:  64%|██████▎   | 1723/2703 [00:00<00:00, 2689.99it/s]


word -> phonemes:  76%|███████▌  | 2055/2703 [00:00<00:00, 2890.20it/s]


word -> phonemes:  88%|████████▊ | 2388/2703 [00:00<00:00, 3026.89it/s]


word -> phonemes: 100%|█████████▉| 2691/2703 [00:01<00:00, 2984.99it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:01<00:00, 2673.28it/s]



dev:   0%|          | 0/2703 [00:00<?, ?it/s]


dev:   0%|          | 1/2703 [00:01<47:44,  1.06s/it]


dev:   0%|          | 3/2703 [00:01<15:21,  2.93it/s]


dev:   0%|          | 4/2703 [00:01<11:44,  3.83it/s]


dev:   0%|          | 6/2703 [00:01<07:58,  5.64it/s]


dev:   0%|          | 8/2703 [00:01<06:14,  7.20it/s]


dev:   0%|          | 10/2703 [00:01<05:16,  8.52it/s]


dev:   0%|          | 12/2703 [00:02<04:43,  9.48it/s]


dev:   1%|          | 14/2703 [00:02<04:06, 10.92it/s]


dev:   1%|          | 16/2703 [00:02<03:47, 11.79it/s]


dev:   1%|          | 18/2703 [00:02<03:33, 12.56it/s]


dev:   1%|          | 20/2703 [00:02<03:25, 13.05it/s]


dev:   1%|          | 22/2703 [00:02<03:19, 13.45it/s]


dev:   1%|          | 24/2703 [00:02<03:11, 13.96it/s]


dev:   1%|          | 26/2703 [00:02<03:13, 13.86it/s]


dev:   1%|          | 28/2703 [00:03<03:17, 13.55it/s]


dev:   1%|          | 30/2703 [00:03<03:07, 14.25it/s]


dev:   1%|          | 32/2703 [00:03<03:03, 14.52it/s]


dev:   1%|▏         | 34/2703 [00:03<02:58, 14.99it/s]


dev:   1%|▏         | 36/2703 [00:03<03:01, 14.72it/s]


dev:   1%|▏         | 38/2703 [00:03<02:56, 15.11it/s]


dev:   1%|▏         | 40/2703 [00:03<02:48, 15.82it/s]


dev:   2%|▏         | 42/2703 [00:04<02:58, 14.93it/s]


dev:   2%|▏         | 45/2703 [00:04<02:40, 16.55it/s]


dev:   2%|▏         | 47/2703 [00:04<02:33, 17.33it/s]


dev:   2%|▏         | 49/2703 [00:04<02:36, 16.91it/s]


dev:   2%|▏         | 51/2703 [00:04<02:32, 17.40it/s]


dev:   2%|▏         | 53/2703 [00:04<02:45, 16.04it/s]


dev:   2%|▏         | 56/2703 [00:04<02:30, 17.63it/s]


dev:   2%|▏         | 58/2703 [00:04<02:27, 17.94it/s]


dev:   2%|▏         | 60/2703 [00:05<02:28, 17.82it/s]


dev:   2%|▏         | 63/2703 [00:05<02:18, 19.03it/s]


dev:   2%|▏         | 65/2703 [00:05<02:18, 18.98it/s]


dev:   3%|▎         | 68/2703 [00:05<02:15, 19.52it/s]


dev:   3%|▎         | 70/2703 [00:05<02:14, 19.52it/s]


dev:   3%|▎         | 72/2703 [00:05<02:20, 18.66it/s]


dev:   3%|▎         | 75/2703 [00:05<02:14, 19.51it/s]


dev:   3%|▎         | 77/2703 [00:05<02:15, 19.44it/s]


dev:   3%|▎         | 80/2703 [00:06<02:09, 20.23it/s]


dev:   3%|▎         | 83/2703 [00:06<02:06, 20.72it/s]


dev:   3%|▎         | 86/2703 [00:06<02:16, 19.21it/s]


dev:   3%|▎         | 89/2703 [00:06<02:16, 19.19it/s]


dev:   3%|▎         | 91/2703 [00:06<02:15, 19.24it/s]


dev:   3%|▎         | 93/2703 [00:06<02:15, 19.32it/s]


dev:   4%|▎         | 96/2703 [00:06<02:14, 19.35it/s]


dev:   4%|▎         | 99/2703 [00:07<02:09, 20.18it/s]


dev:   4%|▍         | 102/2703 [00:07<02:08, 20.29it/s]


dev:   4%|▍         | 105/2703 [00:07<02:13, 19.49it/s]


dev:   4%|▍         | 108/2703 [00:07<02:09, 20.10it/s]


dev:   4%|▍         | 111/2703 [00:07<02:10, 19.90it/s]


dev:   4%|▍         | 114/2703 [00:07<02:05, 20.60it/s]


dev:   4%|▍         | 117/2703 [00:07<02:12, 19.50it/s]


dev:   4%|▍         | 120/2703 [00:08<02:08, 20.12it/s]


dev:   5%|▍         | 123/2703 [00:08<02:05, 20.62it/s]


dev:   5%|▍         | 126/2703 [00:08<02:04, 20.73it/s]


dev:   5%|▍         | 129/2703 [00:08<02:03, 20.91it/s]


dev:   5%|▍         | 132/2703 [00:08<02:02, 20.95it/s]


dev:   5%|▍         | 135/2703 [00:08<02:02, 20.91it/s]


dev:   5%|▌         | 138/2703 [00:08<02:01, 21.15it/s]


dev:   5%|▌         | 141/2703 [00:09<01:57, 21.79it/s]


dev:   5%|▌         | 144/2703 [00:09<02:03, 20.65it/s]


dev:   5%|▌         | 147/2703 [00:09<02:01, 21.00it/s]


dev:   6%|▌         | 150/2703 [00:09<02:07, 20.06it/s]


dev:   6%|▌         | 153/2703 [00:09<02:01, 21.03it/s]


dev:   6%|▌         | 156/2703 [00:09<02:02, 20.80it/s]


dev:   6%|▌         | 159/2703 [00:09<02:02, 20.79it/s]


dev:   6%|▌         | 162/2703 [00:10<02:01, 20.86it/s]


dev:   6%|▌         | 165/2703 [00:10<01:57, 21.68it/s]


dev:   6%|▌         | 168/2703 [00:10<01:56, 21.69it/s]


dev:   6%|▋         | 171/2703 [00:10<01:56, 21.80it/s]


dev:   6%|▋         | 174/2703 [00:10<01:53, 22.22it/s]


dev:   7%|▋         | 177/2703 [00:10<01:53, 22.24it/s]


dev:   7%|▋         | 180/2703 [00:10<01:51, 22.67it/s]


dev:   7%|▋         | 183/2703 [00:10<01:51, 22.61it/s]


dev:   7%|▋         | 186/2703 [00:11<01:49, 22.88it/s]


dev:   7%|▋         | 189/2703 [00:11<01:48, 23.08it/s]


dev:   7%|▋         | 192/2703 [00:11<01:47, 23.32it/s]


dev:   7%|▋         | 195/2703 [00:11<01:47, 23.43it/s]


dev:   7%|▋         | 198/2703 [00:11<01:45, 23.71it/s]


dev:   7%|▋         | 201/2703 [00:11<01:45, 23.77it/s]


dev:   8%|▊         | 204/2703 [00:11<01:45, 23.71it/s]


dev:   8%|▊         | 207/2703 [00:12<01:46, 23.45it/s]


dev:   8%|▊         | 210/2703 [00:12<01:46, 23.43it/s]


dev:   8%|▊         | 213/2703 [00:12<01:45, 23.54it/s]


dev:   8%|▊         | 216/2703 [00:12<01:46, 23.25it/s]


dev:   8%|▊         | 219/2703 [00:12<01:44, 23.79it/s]


dev:   8%|▊         | 222/2703 [00:12<01:43, 23.97it/s]


dev:   8%|▊         | 225/2703 [00:12<01:45, 23.43it/s]


dev:   8%|▊         | 228/2703 [00:12<01:44, 23.64it/s]


dev:   9%|▊         | 231/2703 [00:13<01:44, 23.56it/s]


dev:   9%|▊         | 234/2703 [00:13<01:44, 23.67it/s]


dev:   9%|▉         | 237/2703 [00:13<01:40, 24.56it/s]


dev:   9%|▉         | 240/2703 [00:13<01:40, 24.41it/s]


dev:   9%|▉         | 243/2703 [00:13<01:41, 24.20it/s]


dev:   9%|▉         | 246/2703 [00:13<01:40, 24.53it/s]


dev:   9%|▉         | 249/2703 [00:13<01:38, 24.90it/s]


dev:   9%|▉         | 252/2703 [00:13<01:37, 25.25it/s]


dev:   9%|▉         | 255/2703 [00:13<01:41, 24.21it/s]


dev:  10%|▉         | 258/2703 [00:14<01:36, 25.31it/s]


dev:  10%|▉         | 261/2703 [00:14<01:39, 24.44it/s]


dev:  10%|▉         | 264/2703 [00:14<01:36, 25.30it/s]


dev:  10%|▉         | 267/2703 [00:14<01:36, 25.33it/s]


dev:  10%|▉         | 270/2703 [00:14<01:33, 25.97it/s]


dev:  10%|█         | 273/2703 [00:14<01:34, 25.74it/s]


dev:  10%|█         | 276/2703 [00:14<01:32, 26.19it/s]


dev:  10%|█         | 279/2703 [00:14<01:35, 25.26it/s]


dev:  10%|█         | 282/2703 [00:15<01:36, 24.97it/s]


dev:  11%|█         | 285/2703 [00:15<01:33, 25.82it/s]


dev:  11%|█         | 288/2703 [00:15<01:31, 26.52it/s]


dev:  11%|█         | 291/2703 [00:15<01:32, 26.16it/s]


dev:  11%|█         | 294/2703 [00:15<01:32, 25.92it/s]


dev:  11%|█         | 297/2703 [00:15<01:31, 26.27it/s]


dev:  11%|█         | 300/2703 [00:15<01:32, 25.91it/s]


dev:  11%|█         | 303/2703 [00:15<01:32, 25.98it/s]


dev:  11%|█▏        | 306/2703 [00:15<01:31, 26.10it/s]


dev:  11%|█▏        | 309/2703 [00:16<01:30, 26.41it/s]


dev:  12%|█▏        | 312/2703 [00:16<01:34, 25.33it/s]


dev:  12%|█▏        | 315/2703 [00:16<01:34, 25.34it/s]


dev:  12%|█▏        | 318/2703 [00:16<01:33, 25.60it/s]


dev:  12%|█▏        | 321/2703 [00:16<01:33, 25.52it/s]


dev:  12%|█▏        | 324/2703 [00:16<01:30, 26.14it/s]


dev:  12%|█▏        | 327/2703 [00:16<01:32, 25.76it/s]


dev:  12%|█▏        | 330/2703 [00:16<01:31, 25.99it/s]


dev:  12%|█▏        | 333/2703 [00:17<01:29, 26.41it/s]


dev:  12%|█▏        | 336/2703 [00:17<01:26, 27.32it/s]


dev:  13%|█▎        | 339/2703 [00:17<01:29, 26.38it/s]


dev:  13%|█▎        | 342/2703 [00:17<01:28, 26.57it/s]


dev:  13%|█▎        | 345/2703 [00:17<01:31, 25.67it/s]


dev:  13%|█▎        | 348/2703 [00:17<01:30, 26.15it/s]


dev:  13%|█▎        | 351/2703 [00:17<01:28, 26.58it/s]


dev:  13%|█▎        | 354/2703 [00:17<01:27, 26.77it/s]


dev:  13%|█▎        | 357/2703 [00:17<01:26, 27.20it/s]


dev:  13%|█▎        | 360/2703 [00:18<01:25, 27.32it/s]


dev:  13%|█▎        | 363/2703 [00:18<01:29, 26.20it/s]


dev:  14%|█▎        | 366/2703 [00:18<01:27, 26.59it/s]


dev:  14%|█▎        | 370/2703 [00:18<01:23, 28.00it/s]


dev:  14%|█▍        | 373/2703 [00:18<01:22, 28.16it/s]


dev:  14%|█▍        | 376/2703 [00:18<01:25, 27.10it/s]


dev:  14%|█▍        | 379/2703 [00:18<01:25, 27.09it/s]


dev:  14%|█▍        | 382/2703 [00:18<01:25, 27.11it/s]


dev:  14%|█▍        | 385/2703 [00:18<01:24, 27.56it/s]


dev:  14%|█▍        | 388/2703 [00:19<01:24, 27.26it/s]


dev:  14%|█▍        | 391/2703 [00:19<01:26, 26.66it/s]


dev:  15%|█▍        | 394/2703 [00:19<01:24, 27.24it/s]


dev:  15%|█▍        | 397/2703 [00:19<01:22, 27.90it/s]


dev:  15%|█▍        | 400/2703 [00:19<01:23, 27.63it/s]


dev:  15%|█▍        | 403/2703 [00:19<01:25, 26.98it/s]


dev:  15%|█▌        | 406/2703 [00:19<01:22, 27.78it/s]


dev:  15%|█▌        | 409/2703 [00:19<01:21, 28.12it/s]


dev:  15%|█▌        | 412/2703 [00:19<01:24, 27.02it/s]


dev:  15%|█▌        | 415/2703 [00:20<01:22, 27.78it/s]


dev:  15%|█▌        | 418/2703 [00:20<01:21, 27.92it/s]


dev:  16%|█▌        | 421/2703 [00:20<01:21, 27.89it/s]


dev:  16%|█▌        | 424/2703 [00:20<01:21, 27.93it/s]


dev:  16%|█▌        | 427/2703 [00:20<01:20, 28.42it/s]


dev:  16%|█▌        | 431/2703 [00:20<01:17, 29.26it/s]


dev:  16%|█▌        | 434/2703 [00:20<01:20, 28.16it/s]


dev:  16%|█▌        | 437/2703 [00:20<01:21, 27.97it/s]


dev:  16%|█▋        | 440/2703 [00:20<01:19, 28.47it/s]


dev:  16%|█▋        | 444/2703 [00:21<01:17, 29.07it/s]


dev:  17%|█▋        | 447/2703 [00:21<01:19, 28.32it/s]


dev:  17%|█▋        | 450/2703 [00:21<01:27, 25.67it/s]


dev:  17%|█▋        | 454/2703 [00:21<01:23, 26.91it/s]


dev:  17%|█▋        | 457/2703 [00:21<01:22, 27.13it/s]


dev:  17%|█▋        | 460/2703 [00:21<01:22, 27.04it/s]


dev:  17%|█▋        | 464/2703 [00:21<01:19, 28.19it/s]


dev:  17%|█▋        | 467/2703 [00:21<01:19, 27.96it/s]


dev:  17%|█▋        | 470/2703 [00:21<01:19, 28.26it/s]


dev:  17%|█▋        | 473/2703 [00:22<01:19, 27.99it/s]


dev:  18%|█▊        | 476/2703 [00:22<01:19, 28.18it/s]


dev:  18%|█▊        | 479/2703 [00:22<01:17, 28.52it/s]


dev:  18%|█▊        | 482/2703 [00:22<01:19, 27.82it/s]


dev:  18%|█▊        | 486/2703 [00:22<01:17, 28.71it/s]


dev:  18%|█▊        | 490/2703 [00:22<01:15, 29.39it/s]


dev:  18%|█▊        | 494/2703 [00:22<01:15, 29.36it/s]


dev:  18%|█▊        | 498/2703 [00:22<01:13, 29.94it/s]


dev:  19%|█▊        | 501/2703 [00:23<01:13, 29.89it/s]


dev:  19%|█▊        | 505/2703 [00:23<01:12, 30.37it/s]


dev:  19%|█▉        | 509/2703 [00:23<01:12, 30.20it/s]


dev:  19%|█▉        | 513/2703 [00:23<01:12, 30.15it/s]


dev:  19%|█▉        | 517/2703 [00:23<01:11, 30.66it/s]


dev:  19%|█▉        | 521/2703 [00:23<01:12, 30.24it/s]


dev:  19%|█▉        | 525/2703 [00:23<01:12, 29.90it/s]


dev:  20%|█▉        | 528/2703 [00:23<01:12, 29.91it/s]


dev:  20%|█▉        | 531/2703 [00:24<01:13, 29.58it/s]


dev:  20%|█▉        | 535/2703 [00:24<01:12, 29.75it/s]


dev:  20%|█▉        | 539/2703 [00:24<01:12, 29.99it/s]


dev:  20%|██        | 542/2703 [00:24<01:13, 29.59it/s]


dev:  20%|██        | 546/2703 [00:24<01:15, 28.65it/s]


dev:  20%|██        | 549/2703 [00:24<01:17, 27.81it/s]


dev:  20%|██        | 553/2703 [00:24<01:12, 29.59it/s]


dev:  21%|██        | 556/2703 [00:24<01:12, 29.47it/s]


dev:  21%|██        | 559/2703 [00:25<01:13, 29.11it/s]


dev:  21%|██        | 563/2703 [00:25<01:11, 29.83it/s]


dev:  21%|██        | 566/2703 [00:25<01:11, 29.78it/s]


dev:  21%|██        | 570/2703 [00:25<01:10, 30.15it/s]


dev:  21%|██        | 574/2703 [00:25<01:11, 29.62it/s]


dev:  21%|██▏       | 578/2703 [00:25<01:14, 28.71it/s]


dev:  22%|██▏       | 582/2703 [00:25<01:12, 29.08it/s]


dev:  22%|██▏       | 585/2703 [00:25<01:12, 29.20it/s]


dev:  22%|██▏       | 589/2703 [00:26<01:10, 30.05it/s]


dev:  22%|██▏       | 593/2703 [00:26<01:11, 29.49it/s]


dev:  22%|██▏       | 596/2703 [00:26<01:11, 29.57it/s]


dev:  22%|██▏       | 599/2703 [00:26<01:12, 28.99it/s]


dev:  22%|██▏       | 602/2703 [00:26<01:12, 29.02it/s]


dev:  22%|██▏       | 606/2703 [00:26<01:09, 30.14it/s]


dev:  23%|██▎       | 610/2703 [00:26<01:09, 30.15it/s]


dev:  23%|██▎       | 614/2703 [00:26<01:09, 29.95it/s]


dev:  23%|██▎       | 618/2703 [00:26<01:09, 30.06it/s]


dev:  23%|██▎       | 622/2703 [00:27<01:08, 30.53it/s]


dev:  23%|██▎       | 626/2703 [00:27<01:08, 30.27it/s]


dev:  23%|██▎       | 630/2703 [00:27<01:06, 31.03it/s]


dev:  23%|██▎       | 634/2703 [00:27<01:12, 28.52it/s]


dev:  24%|██▎       | 637/2703 [00:27<01:12, 28.64it/s]


dev:  24%|██▎       | 640/2703 [00:27<01:11, 28.89it/s]


dev:  24%|██▍       | 643/2703 [00:27<01:11, 28.87it/s]


dev:  24%|██▍       | 647/2703 [00:27<01:08, 30.17it/s]


dev:  24%|██▍       | 651/2703 [00:28<01:06, 30.74it/s]


dev:  24%|██▍       | 655/2703 [00:28<01:07, 30.21it/s]


dev:  24%|██▍       | 659/2703 [00:28<01:09, 29.61it/s]


dev:  25%|██▍       | 663/2703 [00:28<01:07, 30.23it/s]


dev:  25%|██▍       | 667/2703 [00:28<01:05, 31.16it/s]


dev:  25%|██▍       | 671/2703 [00:28<01:05, 31.14it/s]


dev:  25%|██▍       | 675/2703 [00:28<01:07, 29.90it/s]


dev:  25%|██▌       | 679/2703 [00:29<01:07, 30.09it/s]


dev:  25%|██▌       | 683/2703 [00:29<01:05, 30.65it/s]


dev:  25%|██▌       | 687/2703 [00:29<01:05, 30.93it/s]


dev:  26%|██▌       | 691/2703 [00:29<01:07, 29.94it/s]


dev:  26%|██▌       | 695/2703 [00:29<01:05, 30.59it/s]


dev:  26%|██▌       | 699/2703 [00:29<01:04, 30.83it/s]


dev:  26%|██▌       | 703/2703 [00:29<01:04, 30.77it/s]


dev:  26%|██▌       | 707/2703 [00:29<01:03, 31.28it/s]


dev:  26%|██▋       | 711/2703 [00:30<01:02, 31.95it/s]


dev:  26%|██▋       | 715/2703 [00:30<01:02, 31.93it/s]


dev:  27%|██▋       | 719/2703 [00:30<01:02, 31.97it/s]


dev:  27%|██▋       | 723/2703 [00:30<01:01, 32.32it/s]


dev:  27%|██▋       | 727/2703 [00:30<01:00, 32.48it/s]


dev:  27%|██▋       | 731/2703 [00:30<01:02, 31.43it/s]


dev:  27%|██▋       | 735/2703 [00:30<01:03, 31.00it/s]


dev:  27%|██▋       | 739/2703 [00:30<01:08, 28.76it/s]


dev:  27%|██▋       | 743/2703 [00:31<01:05, 30.10it/s]


dev:  28%|██▊       | 747/2703 [00:31<01:03, 30.99it/s]


dev:  28%|██▊       | 751/2703 [00:31<01:03, 30.75it/s]


dev:  28%|██▊       | 755/2703 [00:31<01:01, 31.57it/s]


dev:  28%|██▊       | 759/2703 [00:31<01:00, 32.24it/s]


dev:  28%|██▊       | 763/2703 [00:31<01:02, 31.19it/s]


dev:  28%|██▊       | 767/2703 [00:31<01:01, 31.73it/s]


dev:  29%|██▊       | 771/2703 [00:31<00:59, 32.42it/s]


dev:  29%|██▊       | 775/2703 [00:32<00:59, 32.54it/s]


dev:  29%|██▉       | 779/2703 [00:32<00:58, 32.70it/s]


dev:  29%|██▉       | 783/2703 [00:32<00:57, 33.15it/s]


dev:  29%|██▉       | 787/2703 [00:32<00:57, 33.10it/s]


dev:  29%|██▉       | 791/2703 [00:32<00:57, 33.02it/s]


dev:  29%|██▉       | 795/2703 [00:32<01:00, 31.70it/s]


dev:  30%|██▉       | 799/2703 [00:32<00:58, 32.32it/s]


dev:  30%|██▉       | 803/2703 [00:32<00:57, 33.15it/s]


dev:  30%|██▉       | 807/2703 [00:33<00:56, 33.57it/s]


dev:  30%|███       | 811/2703 [00:33<00:58, 32.50it/s]


dev:  30%|███       | 815/2703 [00:33<01:02, 30.24it/s]


dev:  30%|███       | 819/2703 [00:33<01:05, 28.65it/s]


dev:  30%|███       | 822/2703 [00:33<01:08, 27.26it/s]


dev:  31%|███       | 825/2703 [00:33<01:14, 25.31it/s]


dev:  31%|███       | 828/2703 [00:33<01:18, 23.96it/s]


dev:  31%|███       | 831/2703 [00:34<01:18, 23.97it/s]


dev:  31%|███       | 834/2703 [00:34<01:16, 24.35it/s]


dev:  31%|███       | 837/2703 [00:34<01:19, 23.51it/s]


dev:  31%|███       | 840/2703 [00:34<01:14, 24.93it/s]


dev:  31%|███       | 844/2703 [00:34<01:08, 27.27it/s]


dev:  31%|███▏      | 848/2703 [00:34<01:03, 29.37it/s]


dev:  32%|███▏      | 852/2703 [00:34<00:58, 31.52it/s]


dev:  32%|███▏      | 856/2703 [00:34<00:57, 32.15it/s]


dev:  32%|███▏      | 860/2703 [00:34<00:58, 31.49it/s]


dev:  32%|███▏      | 864/2703 [00:35<00:56, 32.40it/s]


dev:  32%|███▏      | 868/2703 [00:35<00:54, 33.38it/s]


dev:  32%|███▏      | 872/2703 [00:35<00:55, 33.10it/s]


dev:  32%|███▏      | 876/2703 [00:35<00:53, 33.92it/s]


dev:  33%|███▎      | 880/2703 [00:35<00:53, 33.79it/s]


dev:  33%|███▎      | 884/2703 [00:35<00:56, 32.45it/s]


dev:  33%|███▎      | 888/2703 [00:35<00:54, 33.10it/s]


dev:  33%|███▎      | 892/2703 [00:35<00:54, 33.04it/s]


dev:  33%|███▎      | 896/2703 [00:36<00:54, 32.96it/s]


dev:  33%|███▎      | 900/2703 [00:36<00:54, 33.27it/s]


dev:  33%|███▎      | 904/2703 [00:36<00:54, 33.01it/s]


dev:  34%|███▎      | 908/2703 [00:36<00:54, 32.90it/s]


dev:  34%|███▎      | 912/2703 [00:36<00:57, 31.11it/s]


dev:  34%|███▍      | 916/2703 [00:36<00:57, 31.13it/s]


dev:  34%|███▍      | 920/2703 [00:36<00:55, 32.06it/s]


dev:  34%|███▍      | 924/2703 [00:36<00:54, 32.45it/s]


dev:  34%|███▍      | 928/2703 [00:37<00:53, 33.21it/s]


dev:  34%|███▍      | 932/2703 [00:37<00:51, 34.14it/s]


dev:  35%|███▍      | 936/2703 [00:37<00:53, 33.13it/s]


dev:  35%|███▍      | 940/2703 [00:37<00:52, 33.30it/s]


dev:  35%|███▍      | 944/2703 [00:37<00:52, 33.26it/s]


dev:  35%|███▌      | 948/2703 [00:37<00:53, 32.63it/s]


dev:  35%|███▌      | 952/2703 [00:37<00:52, 33.13it/s]


dev:  35%|███▌      | 956/2703 [00:37<00:52, 33.44it/s]


dev:  36%|███▌      | 960/2703 [00:37<00:51, 33.94it/s]


dev:  36%|███▌      | 964/2703 [00:38<00:51, 33.44it/s]


dev:  36%|███▌      | 968/2703 [00:38<00:52, 33.05it/s]


dev:  36%|███▌      | 972/2703 [00:38<00:50, 34.28it/s]


dev:  36%|███▌      | 976/2703 [00:38<00:50, 34.24it/s]


dev:  36%|███▋      | 980/2703 [00:38<00:49, 34.84it/s]


dev:  36%|███▋      | 984/2703 [00:38<00:49, 34.77it/s]


dev:  37%|███▋      | 988/2703 [00:38<00:51, 33.45it/s]


dev:  37%|███▋      | 992/2703 [00:38<00:51, 33.48it/s]


dev:  37%|███▋      | 996/2703 [00:39<00:50, 34.06it/s]


dev:  37%|███▋      | 1000/2703 [00:39<00:50, 33.51it/s]


dev:  37%|███▋      | 1004/2703 [00:39<00:54, 31.35it/s]


dev:  37%|███▋      | 1008/2703 [00:39<00:55, 30.39it/s]


dev:  37%|███▋      | 1012/2703 [00:39<00:53, 31.49it/s]


dev:  38%|███▊      | 1016/2703 [00:39<00:54, 31.14it/s]


dev:  38%|███▊      | 1020/2703 [00:39<00:53, 31.57it/s]


dev:  38%|███▊      | 1024/2703 [00:39<00:52, 31.95it/s]


dev:  38%|███▊      | 1028/2703 [00:40<00:52, 31.97it/s]


dev:  38%|███▊      | 1032/2703 [00:40<00:51, 32.41it/s]


dev:  38%|███▊      | 1036/2703 [00:40<00:49, 33.40it/s]


dev:  38%|███▊      | 1040/2703 [00:40<00:49, 33.57it/s]


dev:  39%|███▊      | 1044/2703 [00:40<00:49, 33.39it/s]


dev:  39%|███▉      | 1048/2703 [00:40<00:51, 32.07it/s]


dev:  39%|███▉      | 1052/2703 [00:40<00:49, 33.31it/s]


dev:  39%|███▉      | 1056/2703 [00:40<00:48, 34.07it/s]


dev:  39%|███▉      | 1060/2703 [00:41<00:47, 34.66it/s]


dev:  39%|███▉      | 1064/2703 [00:41<00:49, 33.00it/s]


dev:  40%|███▉      | 1068/2703 [00:41<00:55, 29.67it/s]


dev:  40%|███▉      | 1072/2703 [00:41<00:51, 31.67it/s]


dev:  40%|███▉      | 1076/2703 [00:41<00:49, 33.07it/s]


dev:  40%|███▉      | 1080/2703 [00:41<00:48, 33.77it/s]


dev:  40%|████      | 1084/2703 [00:41<00:46, 34.76it/s]


dev:  40%|████      | 1088/2703 [00:41<00:47, 34.07it/s]


dev:  40%|████      | 1092/2703 [00:41<00:48, 33.45it/s]


dev:  41%|████      | 1096/2703 [00:42<00:47, 33.72it/s]


dev:  41%|████      | 1100/2703 [00:42<00:46, 34.71it/s]


dev:  41%|████      | 1104/2703 [00:42<00:46, 34.75it/s]


dev:  41%|████      | 1108/2703 [00:42<00:45, 35.10it/s]


dev:  41%|████      | 1112/2703 [00:42<00:45, 34.62it/s]


dev:  41%|████▏     | 1116/2703 [00:42<00:44, 35.45it/s]


dev:  41%|████▏     | 1120/2703 [00:42<00:44, 35.49it/s]


dev:  42%|████▏     | 1124/2703 [00:42<00:44, 35.12it/s]


dev:  42%|████▏     | 1128/2703 [00:43<00:43, 35.81it/s]


dev:  42%|████▏     | 1132/2703 [00:43<00:44, 35.53it/s]


dev:  42%|████▏     | 1136/2703 [00:43<00:45, 34.78it/s]


dev:  42%|████▏     | 1140/2703 [00:43<00:43, 36.19it/s]


dev:  42%|████▏     | 1144/2703 [00:43<00:43, 36.16it/s]


dev:  42%|████▏     | 1148/2703 [00:43<00:43, 35.88it/s]


dev:  43%|████▎     | 1152/2703 [00:43<00:43, 35.84it/s]


dev:  43%|████▎     | 1156/2703 [00:43<00:42, 36.20it/s]


dev:  43%|████▎     | 1160/2703 [00:43<00:42, 35.91it/s]


dev:  43%|████▎     | 1164/2703 [00:44<00:43, 35.27it/s]


dev:  43%|████▎     | 1168/2703 [00:44<00:44, 34.86it/s]


dev:  43%|████▎     | 1172/2703 [00:44<00:43, 35.15it/s]


dev:  44%|████▎     | 1176/2703 [00:44<00:43, 35.37it/s]


dev:  44%|████▎     | 1180/2703 [00:44<00:44, 34.00it/s]


dev:  44%|████▍     | 1184/2703 [00:44<00:44, 34.02it/s]


dev:  44%|████▍     | 1188/2703 [00:44<00:43, 34.62it/s]


dev:  44%|████▍     | 1192/2703 [00:44<00:43, 34.59it/s]


dev:  44%|████▍     | 1196/2703 [00:44<00:42, 35.27it/s]


dev:  44%|████▍     | 1200/2703 [00:45<00:42, 35.25it/s]


dev:  45%|████▍     | 1204/2703 [00:45<00:41, 36.06it/s]


dev:  45%|████▍     | 1208/2703 [00:45<00:41, 35.63it/s]


dev:  45%|████▍     | 1212/2703 [00:45<00:40, 36.48it/s]


dev:  45%|████▍     | 1216/2703 [00:45<00:42, 34.86it/s]


dev:  45%|████▌     | 1220/2703 [00:45<00:41, 35.46it/s]


dev:  45%|████▌     | 1225/2703 [00:45<00:40, 36.15it/s]


dev:  45%|████▌     | 1229/2703 [00:45<00:41, 35.78it/s]


dev:  46%|████▌     | 1233/2703 [00:45<00:40, 36.01it/s]


dev:  46%|████▌     | 1237/2703 [00:46<00:41, 35.38it/s]


dev:  46%|████▌     | 1241/2703 [00:46<00:40, 36.11it/s]


dev:  46%|████▌     | 1245/2703 [00:46<00:41, 35.11it/s]


dev:  46%|████▌     | 1249/2703 [00:46<00:41, 34.88it/s]


dev:  46%|████▋     | 1253/2703 [00:46<00:40, 35.76it/s]


dev:  47%|████▋     | 1257/2703 [00:46<00:40, 35.56it/s]


dev:  47%|████▋     | 1261/2703 [00:46<00:40, 36.01it/s]


dev:  47%|████▋     | 1265/2703 [00:46<00:41, 35.01it/s]


dev:  47%|████▋     | 1269/2703 [00:46<00:40, 35.71it/s]


dev:  47%|████▋     | 1273/2703 [00:47<00:39, 36.48it/s]


dev:  47%|████▋     | 1277/2703 [00:47<00:39, 36.44it/s]


dev:  47%|████▋     | 1281/2703 [00:47<00:38, 36.57it/s]


dev:  48%|████▊     | 1285/2703 [00:47<00:38, 37.24it/s]


dev:  48%|████▊     | 1289/2703 [00:47<00:38, 36.35it/s]


dev:  48%|████▊     | 1293/2703 [00:47<00:38, 36.48it/s]


dev:  48%|████▊     | 1297/2703 [00:47<00:38, 36.37it/s]


dev:  48%|████▊     | 1301/2703 [00:47<00:38, 36.19it/s]


dev:  48%|████▊     | 1305/2703 [00:47<00:37, 36.89it/s]


dev:  48%|████▊     | 1309/2703 [00:48<00:37, 37.48it/s]


dev:  49%|████▊     | 1313/2703 [00:48<00:37, 36.81it/s]


dev:  49%|████▊     | 1317/2703 [00:48<00:37, 36.95it/s]


dev:  49%|████▉     | 1321/2703 [00:48<00:37, 37.30it/s]


dev:  49%|████▉     | 1325/2703 [00:48<00:36, 37.72it/s]


dev:  49%|████▉     | 1329/2703 [00:48<00:37, 36.99it/s]


dev:  49%|████▉     | 1333/2703 [00:48<00:37, 36.98it/s]


dev:  49%|████▉     | 1337/2703 [00:48<00:37, 36.36it/s]


dev:  50%|████▉     | 1341/2703 [00:48<00:37, 36.18it/s]


dev:  50%|████▉     | 1345/2703 [00:49<00:36, 36.86it/s]


dev:  50%|████▉     | 1349/2703 [00:49<00:36, 37.33it/s]


dev:  50%|█████     | 1353/2703 [00:49<00:35, 37.90it/s]


dev:  50%|█████     | 1358/2703 [00:49<00:35, 38.24it/s]


dev:  50%|█████     | 1362/2703 [00:49<00:35, 38.25it/s]


dev:  51%|█████     | 1366/2703 [00:49<00:34, 38.60it/s]


dev:  51%|█████     | 1370/2703 [00:49<00:34, 38.16it/s]


dev:  51%|█████     | 1374/2703 [00:49<00:35, 37.91it/s]


dev:  51%|█████     | 1378/2703 [00:49<00:34, 38.26it/s]


dev:  51%|█████     | 1382/2703 [00:50<00:35, 36.94it/s]


dev:  51%|█████▏    | 1386/2703 [00:50<00:36, 36.57it/s]


dev:  51%|█████▏    | 1390/2703 [00:50<00:35, 37.44it/s]


dev:  52%|█████▏    | 1394/2703 [00:50<00:34, 37.95it/s]


dev:  52%|█████▏    | 1398/2703 [00:50<00:34, 38.37it/s]


dev:  52%|█████▏    | 1402/2703 [00:50<00:33, 38.35it/s]


dev:  52%|█████▏    | 1406/2703 [00:50<00:34, 37.86it/s]


dev:  52%|█████▏    | 1410/2703 [00:50<00:34, 37.66it/s]


dev:  52%|█████▏    | 1415/2703 [00:50<00:33, 38.49it/s]


dev:  53%|█████▎    | 1420/2703 [00:51<00:32, 39.32it/s]


dev:  53%|█████▎    | 1424/2703 [00:51<00:32, 39.45it/s]


dev:  53%|█████▎    | 1428/2703 [00:51<00:32, 39.51it/s]


dev:  53%|█████▎    | 1432/2703 [00:51<00:33, 38.50it/s]


dev:  53%|█████▎    | 1436/2703 [00:51<00:33, 37.67it/s]


dev:  53%|█████▎    | 1441/2703 [00:51<00:32, 38.49it/s]


dev:  53%|█████▎    | 1445/2703 [00:51<00:33, 37.98it/s]


dev:  54%|█████▎    | 1450/2703 [00:51<00:32, 38.60it/s]


dev:  54%|█████▍    | 1454/2703 [00:51<00:33, 37.78it/s]


dev:  54%|█████▍    | 1458/2703 [00:51<00:32, 37.83it/s]


dev:  54%|█████▍    | 1463/2703 [00:52<00:31, 38.97it/s]


dev:  54%|█████▍    | 1467/2703 [00:52<00:31, 38.83it/s]


dev:  54%|█████▍    | 1471/2703 [00:52<00:31, 39.02it/s]


dev:  55%|█████▍    | 1475/2703 [00:52<00:31, 38.52it/s]


dev:  55%|█████▍    | 1479/2703 [00:52<00:32, 37.71it/s]


dev:  55%|█████▍    | 1483/2703 [00:52<00:31, 38.27it/s]


dev:  55%|█████▌    | 1488/2703 [00:52<00:31, 38.65it/s]


dev:  55%|█████▌    | 1493/2703 [00:52<00:30, 39.40it/s]


dev:  55%|█████▌    | 1497/2703 [00:52<00:30, 39.51it/s]


dev:  56%|█████▌    | 1502/2703 [00:53<00:30, 39.71it/s]


dev:  56%|█████▌    | 1506/2703 [00:53<00:30, 38.96it/s]


dev:  56%|█████▌    | 1510/2703 [00:53<00:30, 39.21it/s]


dev:  56%|█████▌    | 1514/2703 [00:53<00:30, 39.28it/s]


dev:  56%|█████▌    | 1518/2703 [00:53<00:30, 39.05it/s]


dev:  56%|█████▋    | 1523/2703 [00:53<00:29, 39.35it/s]


dev:  56%|█████▋    | 1527/2703 [00:53<00:30, 39.13it/s]


dev:  57%|█████▋    | 1531/2703 [00:53<00:29, 39.11it/s]


dev:  57%|█████▋    | 1536/2703 [00:53<00:28, 40.35it/s]


dev:  57%|█████▋    | 1541/2703 [00:54<00:29, 39.91it/s]


dev:  57%|█████▋    | 1546/2703 [00:54<00:28, 40.68it/s]


dev:  57%|█████▋    | 1551/2703 [00:54<00:29, 39.53it/s]


dev:  58%|█████▊    | 1555/2703 [00:54<00:29, 39.12it/s]


dev:  58%|█████▊    | 1559/2703 [00:54<00:29, 39.35it/s]


dev:  58%|█████▊    | 1563/2703 [00:54<00:29, 39.26it/s]


dev:  58%|█████▊    | 1568/2703 [00:54<00:28, 39.95it/s]


dev:  58%|█████▊    | 1573/2703 [00:54<00:27, 40.58it/s]


dev:  58%|█████▊    | 1578/2703 [00:55<00:28, 39.43it/s]


dev:  59%|█████▊    | 1582/2703 [00:55<00:28, 39.16it/s]


dev:  59%|█████▊    | 1586/2703 [00:55<00:29, 38.50it/s]


dev:  59%|█████▉    | 1590/2703 [00:55<00:28, 38.58it/s]


dev:  59%|█████▉    | 1594/2703 [00:55<00:28, 38.89it/s]


dev:  59%|█████▉    | 1598/2703 [00:55<00:28, 38.91it/s]


dev:  59%|█████▉    | 1602/2703 [00:55<00:29, 37.93it/s]


dev:  59%|█████▉    | 1607/2703 [00:55<00:28, 38.45it/s]


dev:  60%|█████▉    | 1611/2703 [00:55<00:28, 38.64it/s]


dev:  60%|█████▉    | 1616/2703 [00:56<00:27, 39.25it/s]


dev:  60%|█████▉    | 1621/2703 [00:56<00:27, 39.83it/s]


dev:  60%|██████    | 1626/2703 [00:56<00:26, 40.34it/s]


dev:  60%|██████    | 1631/2703 [00:56<00:27, 39.58it/s]


dev:  61%|██████    | 1636/2703 [00:56<00:26, 39.96it/s]


dev:  61%|██████    | 1641/2703 [00:56<00:26, 40.34it/s]


dev:  61%|██████    | 1646/2703 [00:56<00:26, 39.84it/s]


dev:  61%|██████    | 1651/2703 [00:56<00:26, 40.40it/s]


dev:  61%|██████▏   | 1656/2703 [00:57<00:25, 40.66it/s]


dev:  61%|██████▏   | 1661/2703 [00:57<00:25, 40.24it/s]


dev:  62%|██████▏   | 1666/2703 [00:57<00:25, 40.45it/s]


dev:  62%|██████▏   | 1671/2703 [00:57<00:25, 40.35it/s]


dev:  62%|██████▏   | 1676/2703 [00:57<00:25, 40.21it/s]


dev:  62%|██████▏   | 1681/2703 [00:57<00:25, 39.64it/s]


dev:  62%|██████▏   | 1686/2703 [00:57<00:25, 40.18it/s]


dev:  63%|██████▎   | 1691/2703 [00:57<00:24, 40.72it/s]


dev:  63%|██████▎   | 1696/2703 [00:57<00:24, 41.37it/s]


dev:  63%|██████▎   | 1701/2703 [00:58<00:24, 41.45it/s]


dev:  63%|██████▎   | 1706/2703 [00:58<00:25, 39.40it/s]


dev:  63%|██████▎   | 1710/2703 [00:58<00:25, 39.19it/s]


dev:  63%|██████▎   | 1714/2703 [00:58<00:25, 39.39it/s]


dev:  64%|██████▎   | 1719/2703 [00:58<00:24, 40.25it/s]


dev:  64%|██████▍   | 1724/2703 [00:58<00:24, 40.35it/s]


dev:  64%|██████▍   | 1729/2703 [00:58<00:23, 41.21it/s]


dev:  64%|██████▍   | 1734/2703 [00:58<00:23, 40.45it/s]


dev:  64%|██████▍   | 1739/2703 [00:59<00:24, 40.01it/s]


dev:  65%|██████▍   | 1744/2703 [00:59<00:23, 40.15it/s]


dev:  65%|██████▍   | 1749/2703 [00:59<00:23, 40.89it/s]


dev:  65%|██████▍   | 1754/2703 [00:59<00:22, 41.77it/s]


dev:  65%|██████▌   | 1759/2703 [00:59<00:22, 41.79it/s]


dev:  65%|██████▌   | 1764/2703 [00:59<00:22, 41.12it/s]


dev:  65%|██████▌   | 1769/2703 [00:59<00:22, 41.28it/s]


dev:  66%|██████▌   | 1774/2703 [00:59<00:22, 41.83it/s]


dev:  66%|██████▌   | 1779/2703 [01:00<00:21, 42.19it/s]


dev:  66%|██████▌   | 1784/2703 [01:00<00:21, 41.79it/s]


dev:  66%|██████▌   | 1789/2703 [01:00<00:21, 41.58it/s]


dev:  66%|██████▋   | 1794/2703 [01:00<00:21, 42.17it/s]


dev:  67%|██████▋   | 1799/2703 [01:00<00:21, 42.71it/s]


dev:  67%|██████▋   | 1804/2703 [01:00<00:21, 42.41it/s]


dev:  67%|██████▋   | 1809/2703 [01:00<00:20, 42.58it/s]


dev:  67%|██████▋   | 1814/2703 [01:00<00:21, 40.87it/s]


dev:  67%|██████▋   | 1819/2703 [01:00<00:21, 41.84it/s]


dev:  67%|██████▋   | 1824/2703 [01:01<00:20, 42.92it/s]


dev:  68%|██████▊   | 1829/2703 [01:01<00:20, 42.94it/s]


dev:  68%|██████▊   | 1834/2703 [01:01<00:20, 42.58it/s]


dev:  68%|██████▊   | 1839/2703 [01:01<00:20, 42.12it/s]


dev:  68%|██████▊   | 1844/2703 [01:01<00:20, 41.07it/s]


dev:  68%|██████▊   | 1849/2703 [01:01<00:20, 41.67it/s]


dev:  69%|██████▊   | 1854/2703 [01:01<00:20, 42.16it/s]


dev:  69%|██████▉   | 1859/2703 [01:01<00:19, 42.88it/s]


dev:  69%|██████▉   | 1864/2703 [01:02<00:20, 41.74it/s]


dev:  69%|██████▉   | 1869/2703 [01:02<00:19, 41.86it/s]


dev:  69%|██████▉   | 1874/2703 [01:02<00:19, 42.50it/s]


dev:  70%|██████▉   | 1879/2703 [01:02<00:19, 41.70it/s]


dev:  70%|██████▉   | 1884/2703 [01:02<00:19, 42.14it/s]


dev:  70%|██████▉   | 1889/2703 [01:02<00:19, 42.21it/s]


dev:  70%|███████   | 1894/2703 [01:02<00:19, 41.64it/s]


dev:  70%|███████   | 1899/2703 [01:02<00:19, 42.14it/s]


dev:  70%|███████   | 1904/2703 [01:02<00:18, 42.29it/s]


dev:  71%|███████   | 1909/2703 [01:03<00:18, 41.85it/s]


dev:  71%|███████   | 1914/2703 [01:03<00:18, 42.25it/s]


dev:  71%|███████   | 1919/2703 [01:03<00:18, 41.43it/s]


dev:  71%|███████   | 1924/2703 [01:03<00:19, 40.65it/s]


dev:  71%|███████▏  | 1929/2703 [01:03<00:18, 41.39it/s]


dev:  72%|███████▏  | 1934/2703 [01:03<00:18, 41.94it/s]


dev:  72%|███████▏  | 1939/2703 [01:03<00:18, 42.21it/s]


dev:  72%|███████▏  | 1944/2703 [01:03<00:18, 40.77it/s]


dev:  72%|███████▏  | 1949/2703 [01:04<00:18, 41.16it/s]


dev:  72%|███████▏  | 1954/2703 [01:04<00:17, 41.70it/s]


dev:  72%|███████▏  | 1959/2703 [01:04<00:17, 42.40it/s]


dev:  73%|███████▎  | 1964/2703 [01:04<00:17, 41.38it/s]


dev:  73%|███████▎  | 1969/2703 [01:04<00:17, 40.88it/s]


dev:  73%|███████▎  | 1974/2703 [01:04<00:17, 41.27it/s]


dev:  73%|███████▎  | 1979/2703 [01:04<00:17, 41.79it/s]


dev:  73%|███████▎  | 1984/2703 [01:04<00:17, 41.72it/s]


dev:  74%|███████▎  | 1989/2703 [01:05<00:16, 42.44it/s]


dev:  74%|███████▍  | 1994/2703 [01:05<00:16, 42.71it/s]


dev:  74%|███████▍  | 1999/2703 [01:05<00:16, 42.55it/s]


dev:  74%|███████▍  | 2004/2703 [01:05<00:16, 42.12it/s]


dev:  74%|███████▍  | 2009/2703 [01:05<00:16, 42.50it/s]


dev:  75%|███████▍  | 2014/2703 [01:05<00:16, 42.63it/s]


dev:  75%|███████▍  | 2019/2703 [01:05<00:16, 42.19it/s]


dev:  75%|███████▍  | 2024/2703 [01:05<00:16, 42.30it/s]


dev:  75%|███████▌  | 2029/2703 [01:05<00:15, 42.14it/s]


dev:  75%|███████▌  | 2034/2703 [01:06<00:16, 41.58it/s]


dev:  75%|███████▌  | 2039/2703 [01:06<00:16, 41.18it/s]


dev:  76%|███████▌  | 2044/2703 [01:06<00:15, 41.50it/s]


dev:  76%|███████▌  | 2049/2703 [01:06<00:15, 41.26it/s]


dev:  76%|███████▌  | 2054/2703 [01:06<00:16, 40.36it/s]


dev:  76%|███████▌  | 2059/2703 [01:06<00:15, 41.05it/s]


dev:  76%|███████▋  | 2064/2703 [01:06<00:15, 42.33it/s]


dev:  77%|███████▋  | 2069/2703 [01:06<00:14, 43.00it/s]


dev:  77%|███████▋  | 2074/2703 [01:07<00:15, 41.75it/s]


dev:  77%|███████▋  | 2079/2703 [01:07<00:14, 42.13it/s]


dev:  77%|███████▋  | 2084/2703 [01:07<00:14, 43.05it/s]


dev:  77%|███████▋  | 2089/2703 [01:07<00:14, 43.80it/s]


dev:  77%|███████▋  | 2094/2703 [01:07<00:14, 42.86it/s]


dev:  78%|███████▊  | 2099/2703 [01:07<00:14, 42.61it/s]


dev:  78%|███████▊  | 2104/2703 [01:07<00:14, 42.27it/s]


dev:  78%|███████▊  | 2109/2703 [01:07<00:13, 43.06it/s]


dev:  78%|███████▊  | 2114/2703 [01:07<00:13, 42.84it/s]


dev:  78%|███████▊  | 2119/2703 [01:08<00:13, 42.87it/s]


dev:  79%|███████▊  | 2124/2703 [01:08<00:13, 43.25it/s]


dev:  79%|███████▉  | 2129/2703 [01:08<00:13, 42.71it/s]


dev:  79%|███████▉  | 2134/2703 [01:08<00:13, 41.85it/s]


dev:  79%|███████▉  | 2139/2703 [01:08<00:13, 43.00it/s]


dev:  79%|███████▉  | 2144/2703 [01:08<00:12, 43.82it/s]


dev:  80%|███████▉  | 2149/2703 [01:08<00:12, 43.76it/s]


dev:  80%|███████▉  | 2154/2703 [01:08<00:12, 43.31it/s]


dev:  80%|███████▉  | 2159/2703 [01:09<00:12, 43.49it/s]


dev:  80%|████████  | 2164/2703 [01:09<00:12, 42.90it/s]


dev:  80%|████████  | 2169/2703 [01:09<00:12, 43.66it/s]


dev:  80%|████████  | 2174/2703 [01:09<00:11, 44.37it/s]


dev:  81%|████████  | 2179/2703 [01:09<00:12, 42.60it/s]


dev:  81%|████████  | 2184/2703 [01:09<00:12, 42.04it/s]


dev:  81%|████████  | 2189/2703 [01:09<00:12, 42.53it/s]


dev:  81%|████████  | 2194/2703 [01:09<00:12, 41.45it/s]


dev:  81%|████████▏ | 2199/2703 [01:09<00:12, 41.96it/s]


dev:  82%|████████▏ | 2204/2703 [01:10<00:11, 42.60it/s]


dev:  82%|████████▏ | 2209/2703 [01:10<00:11, 41.80it/s]


dev:  82%|████████▏ | 2214/2703 [01:10<00:11, 41.91it/s]


dev:  82%|████████▏ | 2219/2703 [01:10<00:11, 42.21it/s]


dev:  82%|████████▏ | 2224/2703 [01:10<00:11, 42.86it/s]


dev:  82%|████████▏ | 2229/2703 [01:10<00:10, 43.14it/s]


dev:  83%|████████▎ | 2234/2703 [01:10<00:10, 42.92it/s]


dev:  83%|████████▎ | 2239/2703 [01:10<00:11, 41.77it/s]


dev:  83%|████████▎ | 2244/2703 [01:11<00:10, 42.42it/s]


dev:  83%|████████▎ | 2249/2703 [01:11<00:10, 42.63it/s]


dev:  83%|████████▎ | 2254/2703 [01:11<00:10, 43.50it/s]


dev:  84%|████████▎ | 2259/2703 [01:11<00:10, 43.26it/s]


dev:  84%|████████▍ | 2264/2703 [01:11<00:10, 41.84it/s]


dev:  84%|████████▍ | 2269/2703 [01:11<00:10, 43.07it/s]


dev:  84%|████████▍ | 2274/2703 [01:11<00:09, 43.82it/s]


dev:  84%|████████▍ | 2279/2703 [01:11<00:09, 43.10it/s]


dev:  84%|████████▍ | 2284/2703 [01:11<00:09, 43.25it/s]


dev:  85%|████████▍ | 2289/2703 [01:12<00:09, 42.00it/s]


dev:  85%|████████▍ | 2294/2703 [01:12<00:09, 42.12it/s]


dev:  85%|████████▌ | 2299/2703 [01:12<00:09, 42.58it/s]


dev:  85%|████████▌ | 2304/2703 [01:12<00:09, 43.54it/s]


dev:  85%|████████▌ | 2309/2703 [01:12<00:08, 44.18it/s]


dev:  86%|████████▌ | 2314/2703 [01:12<00:08, 44.01it/s]


dev:  86%|████████▌ | 2319/2703 [01:12<00:09, 42.22it/s]


dev:  86%|████████▌ | 2324/2703 [01:12<00:08, 43.44it/s]


dev:  86%|████████▌ | 2329/2703 [01:13<00:08, 43.48it/s]


dev:  86%|████████▋ | 2334/2703 [01:13<00:08, 43.84it/s]


dev:  87%|████████▋ | 2339/2703 [01:13<00:08, 44.26it/s]


dev:  87%|████████▋ | 2344/2703 [01:13<00:08, 43.57it/s]


dev:  87%|████████▋ | 2349/2703 [01:13<00:08, 43.08it/s]


dev:  87%|████████▋ | 2354/2703 [01:13<00:07, 43.80it/s]


dev:  87%|████████▋ | 2359/2703 [01:13<00:07, 44.66it/s]


dev:  87%|████████▋ | 2364/2703 [01:13<00:07, 44.36it/s]


dev:  88%|████████▊ | 2369/2703 [01:13<00:07, 45.01it/s]


dev:  88%|████████▊ | 2374/2703 [01:14<00:07, 45.00it/s]


dev:  88%|████████▊ | 2379/2703 [01:14<00:07, 43.81it/s]


dev:  88%|████████▊ | 2384/2703 [01:14<00:07, 43.98it/s]


dev:  88%|████████▊ | 2389/2703 [01:14<00:07, 44.44it/s]


dev:  89%|████████▊ | 2394/2703 [01:14<00:07, 44.06it/s]


dev:  89%|████████▉ | 2399/2703 [01:14<00:06, 44.06it/s]


dev:  89%|████████▉ | 2404/2703 [01:14<00:06, 44.88it/s]


dev:  89%|████████▉ | 2410/2703 [01:14<00:06, 46.66it/s]


dev:  89%|████████▉ | 2416/2703 [01:14<00:05, 47.89it/s]


dev:  90%|████████▉ | 2421/2703 [01:15<00:05, 47.38it/s]


dev:  90%|████████▉ | 2426/2703 [01:15<00:06, 45.98it/s]


dev:  90%|████████▉ | 2431/2703 [01:15<00:05, 46.95it/s]


dev:  90%|█████████ | 2436/2703 [01:15<00:05, 45.51it/s]


dev:  90%|█████████ | 2441/2703 [01:15<00:05, 45.49it/s]


dev:  90%|█████████ | 2446/2703 [01:15<00:05, 44.81it/s]


dev:  91%|█████████ | 2451/2703 [01:15<00:05, 44.26it/s]


dev:  91%|█████████ | 2457/2703 [01:15<00:05, 45.64it/s]


dev:  91%|█████████ | 2462/2703 [01:15<00:05, 44.56it/s]


dev:  91%|█████████▏| 2467/2703 [01:16<00:05, 44.13it/s]


dev:  91%|█████████▏| 2472/2703 [01:16<00:05, 43.07it/s]


dev:  92%|█████████▏| 2477/2703 [01:16<00:05, 43.90it/s]


dev:  92%|█████████▏| 2482/2703 [01:16<00:05, 43.95it/s]


dev:  92%|█████████▏| 2487/2703 [01:16<00:05, 42.32it/s]


dev:  92%|█████████▏| 2492/2703 [01:16<00:04, 43.18it/s]


dev:  92%|█████████▏| 2497/2703 [01:16<00:04, 44.02it/s]


dev:  93%|█████████▎| 2503/2703 [01:16<00:04, 46.05it/s]


dev:  93%|█████████▎| 2508/2703 [01:17<00:04, 44.58it/s]


dev:  93%|█████████▎| 2513/2703 [01:17<00:04, 43.83it/s]


dev:  93%|█████████▎| 2518/2703 [01:17<00:04, 43.63it/s]


dev:  93%|█████████▎| 2523/2703 [01:17<00:04, 43.24it/s]


dev:  94%|█████████▎| 2528/2703 [01:17<00:04, 42.81it/s]


dev:  94%|█████████▎| 2533/2703 [01:17<00:03, 44.28it/s]


dev:  94%|█████████▍| 2538/2703 [01:17<00:03, 44.27it/s]


dev:  94%|█████████▍| 2543/2703 [01:17<00:03, 43.11it/s]


dev:  94%|█████████▍| 2548/2703 [01:17<00:03, 44.00it/s]


dev:  94%|█████████▍| 2553/2703 [01:18<00:03, 44.20it/s]


dev:  95%|█████████▍| 2559/2703 [01:18<00:02, 48.08it/s]


dev:  95%|█████████▍| 2564/2703 [01:18<00:02, 47.13it/s]


dev:  95%|█████████▌| 2570/2703 [01:18<00:02, 48.11it/s]


dev:  95%|█████████▌| 2575/2703 [01:18<00:02, 48.45it/s]


dev:  95%|█████████▌| 2580/2703 [01:18<00:02, 47.46it/s]


dev:  96%|█████████▌| 2586/2703 [01:18<00:02, 50.50it/s]


dev:  96%|█████████▌| 2592/2703 [01:18<00:02, 51.40it/s]


dev:  96%|█████████▌| 2598/2703 [01:18<00:02, 50.23it/s]


dev:  96%|█████████▋| 2604/2703 [01:19<00:02, 46.70it/s]


dev:  97%|█████████▋| 2609/2703 [01:19<00:02, 46.02it/s]


dev:  97%|█████████▋| 2614/2703 [01:19<00:01, 46.09it/s]


dev:  97%|█████████▋| 2619/2703 [01:19<00:01, 45.61it/s]


dev:  97%|█████████▋| 2625/2703 [01:19<00:01, 48.87it/s]


dev:  97%|█████████▋| 2630/2703 [01:19<00:01, 47.93it/s]


dev:  97%|█████████▋| 2635/2703 [01:19<00:01, 45.82it/s]


dev:  98%|█████████▊| 2640/2703 [01:19<00:01, 46.08it/s]


dev:  98%|█████████▊| 2645/2703 [01:19<00:01, 45.52it/s]


dev:  98%|█████████▊| 2651/2703 [01:20<00:01, 46.96it/s]


dev:  98%|█████████▊| 2657/2703 [01:20<00:00, 49.77it/s]


dev:  98%|█████████▊| 2662/2703 [01:20<00:00, 49.75it/s]


dev:  99%|█████████▊| 2667/2703 [01:20<00:00, 48.38it/s]


dev:  99%|█████████▉| 2674/2703 [01:20<00:00, 54.24it/s]


dev:  99%|█████████▉| 2680/2703 [01:20<00:00, 54.71it/s]


dev:  99%|█████████▉| 2687/2703 [01:20<00:00, 56.37it/s]


dev: 100%|█████████▉| 2694/2703 [01:20<00:00, 57.91it/s]
dev: 100%|██████████| 2703/2703 [01:21<00:00, 33.33it/s]
dev loss: 2.025665044784546
dev per: 0.5640582726326743

                                                            

                                                          
[Runner] - Save the checkpoint to:

overall:  75%|███████▍  | 2999/4000 [28:12<08:07,  2.05it/s]

train:  85%|████████▌ | 2999/3515 [28:09<04:11,  2.05it/s]
                                                            

                                                          
1. result/downstream/grid/dev-best.ckpt

overall:  75%|███████▍  | 2999/4000 [28:12<08:07,  2.05it/s]

train:  85%|████████▌ | 2999/3515 [28:09<04:11,  2.05it/s]
overall:  75%|███████▌  | 3000/4000 [28:12<7:06:36, 25.60s/it]

train:  85%|████████▌ | 3000/3515 [28:09<3:39:42, 25.60s/it]
overall:  75%|███████▌  | 3001/4000 [28:12<5:00:42, 18.06s/it]

train:  85%|████████▌ | 3001/3515 [28:10<2:34:43, 18.06s/it]
overall:  75%|███████▌  | 3002/4000 [28:13<3:32:34, 12.78s/it]

train:  85%|████████▌ | 3002/3515 [28:10<1:49:16, 12.78s/it]
overall:  75%|███████▌  | 3003/4000 [28:13<2:30:48,  9.08s/it]

train:  85%|████████▌ | 3003/3515 [28:11<1:17:26,  9.08s/it]
overall:  75%|███████▌  | 3004/4000 [28:14<1:48:02,  6.51s/it]

train:  85%|████████▌ | 3004/3515 [28:11<55:26,  6.51s/it]  
overall:  75%|███████▌  | 3005/4000 [28:14<1:18:42,  4.75s/it]

train:  85%|████████▌ | 3005/3515 [28:12<40:20,  4.75s/it]
overall:  75%|███████▌  | 3006/4000 [28:15<57:28,  3.47s/it]  

train:  86%|████████▌ | 3006/3515 [28:12<29:25,  3.47s/it]
overall:  75%|███████▌  | 3007/4000 [28:15<42:34,  2.57s/it]

train:  86%|████████▌ | 3007/3515 [28:13<21:47,  2.57s/it]
overall:  75%|███████▌  | 3008/4000 [28:16<32:22,  1.96s/it]

train:  86%|████████▌ | 3008/3515 [28:13<16:32,  1.96s/it]
overall:  75%|███████▌  | 3009/4000 [28:16<25:05,  1.52s/it]

train:  86%|████████▌ | 3009/3515 [28:14<12:48,  1.52s/it]
overall:  75%|███████▌  | 3010/4000 [28:17<19:51,  1.20s/it]

train:  86%|████████▌ | 3010/3515 [28:14<10:07,  1.20s/it]
overall:  75%|███████▌  | 3011/4000 [28:17<16:32,  1.00s/it]

train:  86%|████████▌ | 3011/3515 [28:15<08:25,  1.00s/it]
overall:  75%|███████▌  | 3012/4000 [28:18<13:59,  1.18it/s]

train:  86%|████████▌ | 3012/3515 [28:15<07:07,  1.18it/s]
overall:  75%|███████▌  | 3013/4000 [28:18<10:39,  1.54it/s]

train:  86%|████████▌ | 3013/3515 [28:15<05:25,  1.54it/s]
overall:  75%|███████▌  | 3014/4000 [28:18<09:52,  1.66it/s]

train:  86%|████████▌ | 3014/3515 [28:16<05:01,  1.66it/s]
overall:  75%|███████▌  | 3015/4000 [28:19<09:26,  1.74it/s]

train:  86%|████████▌ | 3015/3515 [28:16<04:47,  1.74it/s]
overall:  75%|███████▌  | 3016/4000 [28:19<08:46,  1.87it/s]

train:  86%|████████▌ | 3016/3515 [28:17<04:27,  1.87it/s]
overall:  75%|███████▌  | 3017/4000 [28:20<08:35,  1.91it/s]

train:  86%|████████▌ | 3017/3515 [28:17<04:20,  1.91it/s]
overall:  75%|███████▌  | 3018/4000 [28:20<08:28,  1.93it/s]

train:  86%|████████▌ | 3018/3515 [28:18<04:17,  1.93it/s]
overall:  75%|███████▌  | 3019/4000 [28:21<07:02,  2.32it/s]

train:  86%|████████▌ | 3019/3515 [28:18<03:33,  2.32it/s]train loss: 1.6838829517364502
train per: 0.51609970452307

overall:  76%|███████▌  | 3020/4000 [28:21<07:23,  2.21it/s]

train:  86%|████████▌ | 3020/3515 [28:19<03:44,  2.21it/s]
overall:  76%|███████▌  | 3021/4000 [28:22<07:49,  2.09it/s]

train:  86%|████████▌ | 3021/3515 [28:19<03:56,  2.09it/s]
overall:  76%|███████▌  | 3022/4000 [28:22<07:56,  2.05it/s]

train:  86%|████████▌ | 3022/3515 [28:20<04:00,  2.05it/s]
overall:  76%|███████▌  | 3023/4000 [28:22<06:25,  2.53it/s]

train:  86%|████████▌ | 3023/3515 [28:20<03:14,  2.53it/s]
overall:  76%|███████▌  | 3024/4000 [28:23<06:42,  2.43it/s]

train:  86%|████████▌ | 3024/3515 [28:20<03:22,  2.43it/s]
overall:  76%|███████▌  | 3025/4000 [28:23<07:06,  2.28it/s]

train:  86%|████████▌ | 3025/3515 [28:21<03:34,  2.28it/s]
overall:  76%|███████▌  | 3026/4000 [28:24<07:29,  2.17it/s]

train:  86%|████████▌ | 3026/3515 [28:21<03:45,  2.17it/s]
overall:  76%|███████▌  | 3027/4000 [28:24<07:42,  2.10it/s]

train:  86%|████████▌ | 3027/3515 [28:22<03:52,  2.10it/s]
overall:  76%|███████▌  | 3028/4000 [28:24<05:52,  2.75it/s]

train:  86%|████████▌ | 3028/3515 [28:22<02:56,  2.75it/s]
overall:  76%|███████▌  | 3029/4000 [28:25<06:58,  2.32it/s]

train:  86%|████████▌ | 3029/3515 [28:23<03:29,  2.32it/s]
overall:  76%|███████▌  | 3030/4000 [28:25<07:15,  2.23it/s]

train:  86%|████████▌ | 3030/3515 [28:23<03:37,  2.23it/s]
overall:  76%|███████▌  | 3031/4000 [28:26<07:16,  2.22it/s]

train:  86%|████████▌ | 3031/3515 [28:23<03:37,  2.22it/s]
overall:  76%|███████▌  | 3032/4000 [28:27<07:53,  2.05it/s]

train:  86%|████████▋ | 3032/3515 [28:24<03:56,  2.05it/s]
overall:  76%|███████▌  | 3033/4000 [28:27<08:03,  2.00it/s]

train:  86%|████████▋ | 3033/3515 [28:25<04:00,  2.00it/s]
overall:  76%|███████▌  | 3034/4000 [28:28<08:11,  1.97it/s]

train:  86%|████████▋ | 3034/3515 [28:25<04:04,  1.97it/s]
overall:  76%|███████▌  | 3035/4000 [28:28<08:25,  1.91it/s]

train:  86%|████████▋ | 3035/3515 [28:26<04:11,  1.91it/s]
overall:  76%|███████▌  | 3036/4000 [28:29<08:17,  1.94it/s]

train:  86%|████████▋ | 3036/3515 [28:26<04:07,  1.94it/s]
overall:  76%|███████▌  | 3037/4000 [28:29<08:09,  1.97it/s]

train:  86%|████████▋ | 3037/3515 [28:27<04:02,  1.97it/s]
overall:  76%|███████▌  | 3038/4000 [28:30<07:59,  2.01it/s]

train:  86%|████████▋ | 3038/3515 [28:27<03:57,  2.01it/s]
overall:  76%|███████▌  | 3039/4000 [28:30<06:16,  2.55it/s]

train:  86%|████████▋ | 3039/3515 [28:27<03:06,  2.55it/s]train loss: 1.781402349472046
train per: 0.5305594616311772

overall:  76%|███████▌  | 3040/4000 [28:30<06:43,  2.38it/s]

train:  86%|████████▋ | 3040/3515 [28:28<03:19,  2.38it/s]
overall:  76%|███████▌  | 3041/4000 [28:31<06:52,  2.32it/s]

train:  87%|████████▋ | 3041/3515 [28:28<03:23,  2.32it/s]
overall:  76%|███████▌  | 3042/4000 [28:31<07:09,  2.23it/s]

train:  87%|████████▋ | 3042/3515 [28:29<03:31,  2.23it/s]
overall:  76%|███████▌  | 3043/4000 [28:32<07:17,  2.19it/s]

train:  87%|████████▋ | 3043/3515 [28:29<03:35,  2.19it/s]
overall:  76%|███████▌  | 3044/4000 [28:32<07:32,  2.11it/s]

train:  87%|████████▋ | 3044/3515 [28:30<03:42,  2.11it/s]
overall:  76%|███████▌  | 3045/4000 [28:33<07:52,  2.02it/s]

train:  87%|████████▋ | 3045/3515 [28:30<03:52,  2.02it/s]
overall:  76%|███████▌  | 3046/4000 [28:33<07:54,  2.01it/s]

train:  87%|████████▋ | 3046/3515 [28:31<03:53,  2.01it/s]
overall:  76%|███████▌  | 3047/4000 [28:34<07:57,  2.00it/s]

train:  87%|████████▋ | 3047/3515 [28:31<03:54,  2.00it/s]
overall:  76%|███████▌  | 3048/4000 [28:34<08:01,  1.98it/s]

train:  87%|████████▋ | 3048/3515 [28:32<03:56,  1.98it/s]
overall:  76%|███████▌  | 3049/4000 [28:35<07:44,  2.05it/s]

train:  87%|████████▋ | 3049/3515 [28:32<03:47,  2.05it/s]
overall:  76%|███████▋  | 3050/4000 [28:35<07:43,  2.05it/s]

train:  87%|████████▋ | 3050/3515 [28:33<03:46,  2.05it/s]
overall:  76%|███████▋  | 3051/4000 [28:36<07:50,  2.02it/s]

train:  87%|████████▋ | 3051/3515 [28:33<03:49,  2.02it/s]
overall:  76%|███████▋  | 3052/4000 [28:36<07:56,  1.99it/s]

train:  87%|████████▋ | 3052/3515 [28:34<03:52,  1.99it/s]
overall:  76%|███████▋  | 3053/4000 [28:37<08:30,  1.85it/s]

train:  87%|████████▋ | 3053/3515 [28:34<04:09,  1.85it/s]
overall:  76%|███████▋  | 3054/4000 [28:37<08:13,  1.92it/s]

train:  87%|████████▋ | 3054/3515 [28:35<04:00,  1.92it/s]
overall:  76%|███████▋  | 3055/4000 [28:38<08:09,  1.93it/s]

train:  87%|████████▋ | 3055/3515 [28:35<03:58,  1.93it/s]
overall:  76%|███████▋  | 3056/4000 [28:38<08:25,  1.87it/s]

train:  87%|████████▋ | 3056/3515 [28:36<04:05,  1.87it/s]
overall:  76%|███████▋  | 3057/4000 [28:39<08:14,  1.91it/s]

train:  87%|████████▋ | 3057/3515 [28:36<04:00,  1.91it/s]
overall:  76%|███████▋  | 3058/4000 [28:39<08:12,  1.91it/s]

train:  87%|████████▋ | 3058/3515 [28:37<03:58,  1.91it/s]
overall:  76%|███████▋  | 3059/4000 [28:40<07:44,  2.03it/s]

train:  87%|████████▋ | 3059/3515 [28:37<03:45,  2.03it/s]train loss: 1.6921956539154053
train per: 0.5172308415608838

overall:  76%|███████▋  | 3060/4000 [28:40<07:55,  1.98it/s]

train:  87%|████████▋ | 3060/3515 [28:38<03:50,  1.98it/s]
overall:  77%|███████▋  | 3061/4000 [28:41<07:29,  2.09it/s]

train:  87%|████████▋ | 3061/3515 [28:38<03:37,  2.09it/s]
overall:  77%|███████▋  | 3062/4000 [28:41<07:34,  2.06it/s]

train:  87%|████████▋ | 3062/3515 [28:39<03:39,  2.06it/s]
overall:  77%|███████▋  | 3063/4000 [28:42<07:36,  2.05it/s]

train:  87%|████████▋ | 3063/3515 [28:39<03:40,  2.05it/s]
overall:  77%|███████▋  | 3064/4000 [28:42<07:40,  2.03it/s]

train:  87%|████████▋ | 3064/3515 [28:40<03:42,  2.03it/s]
overall:  77%|███████▋  | 3065/4000 [28:43<07:43,  2.02it/s]

train:  87%|████████▋ | 3065/3515 [28:40<03:42,  2.02it/s]
overall:  77%|███████▋  | 3066/4000 [28:43<07:48,  1.99it/s]

train:  87%|████████▋ | 3066/3515 [28:41<03:45,  1.99it/s]
overall:  77%|███████▋  | 3067/4000 [28:44<07:43,  2.01it/s]

train:  87%|████████▋ | 3067/3515 [28:41<03:42,  2.01it/s]
overall:  77%|███████▋  | 3068/4000 [28:44<07:38,  2.03it/s]

train:  87%|████████▋ | 3068/3515 [28:42<03:40,  2.03it/s]
overall:  77%|███████▋  | 3069/4000 [28:44<06:22,  2.44it/s]

train:  87%|████████▋ | 3069/3515 [28:42<03:03,  2.44it/s]
overall:  77%|███████▋  | 3070/4000 [28:45<06:34,  2.35it/s]

train:  87%|████████▋ | 3070/3515 [28:42<03:08,  2.35it/s]
overall:  77%|███████▋  | 3071/4000 [28:45<06:58,  2.22it/s]

train:  87%|████████▋ | 3071/3515 [28:43<03:19,  2.22it/s]
overall:  77%|███████▋  | 3072/4000 [28:46<07:20,  2.11it/s]

train:  87%|████████▋ | 3072/3515 [28:43<03:30,  2.11it/s]
overall:  77%|███████▋  | 3073/4000 [28:46<07:23,  2.09it/s]

train:  87%|████████▋ | 3073/3515 [28:44<03:31,  2.09it/s]
overall:  77%|███████▋  | 3074/4000 [28:47<07:23,  2.09it/s]

train:  87%|████████▋ | 3074/3515 [28:44<03:31,  2.09it/s]
overall:  77%|███████▋  | 3075/4000 [28:47<07:23,  2.08it/s]

train:  87%|████████▋ | 3075/3515 [28:45<03:31,  2.08it/s]
overall:  77%|███████▋  | 3076/4000 [28:48<07:29,  2.05it/s]

train:  88%|████████▊ | 3076/3515 [28:45<03:33,  2.05it/s]
overall:  77%|███████▋  | 3077/4000 [28:49<08:10,  1.88it/s]

train:  88%|████████▊ | 3077/3515 [28:46<03:52,  1.88it/s]
overall:  77%|███████▋  | 3078/4000 [28:49<07:30,  2.05it/s]

train:  88%|████████▊ | 3078/3515 [28:46<03:33,  2.05it/s]
overall:  77%|███████▋  | 3079/4000 [28:49<07:36,  2.02it/s]

train:  88%|████████▊ | 3079/3515 [28:47<03:36,  2.02it/s]train loss: 1.7082769870758057
train per: 0.5206573000589507

overall:  77%|███████▋  | 3080/4000 [28:50<06:48,  2.25it/s]

train:  88%|████████▊ | 3080/3515 [28:47<03:13,  2.25it/s]
overall:  77%|███████▋  | 3081/4000 [28:50<06:48,  2.25it/s]

train:  88%|████████▊ | 3081/3515 [28:48<03:12,  2.25it/s]
overall:  77%|███████▋  | 3082/4000 [28:51<07:12,  2.12it/s]

train:  88%|████████▊ | 3082/3515 [28:48<03:24,  2.12it/s]
overall:  77%|███████▋  | 3083/4000 [28:51<05:38,  2.71it/s]

train:  88%|████████▊ | 3083/3515 [28:48<02:39,  2.71it/s]
overall:  77%|███████▋  | 3084/4000 [28:51<06:17,  2.43it/s]

train:  88%|████████▊ | 3084/3515 [28:49<02:57,  2.43it/s]
overall:  77%|███████▋  | 3085/4000 [28:52<06:53,  2.21it/s]

train:  88%|████████▊ | 3085/3515 [28:49<03:14,  2.21it/s]
overall:  77%|███████▋  | 3086/4000 [28:52<07:10,  2.12it/s]

train:  88%|████████▊ | 3086/3515 [28:50<03:21,  2.12it/s]
overall:  77%|███████▋  | 3087/4000 [28:53<07:22,  2.06it/s]

train:  88%|████████▊ | 3087/3515 [28:51<03:27,  2.06it/s]
overall:  77%|███████▋  | 3088/4000 [28:53<07:09,  2.12it/s]

train:  88%|████████▊ | 3088/3515 [28:51<03:21,  2.12it/s]
overall:  77%|███████▋  | 3089/4000 [28:54<07:11,  2.11it/s]

train:  88%|████████▊ | 3089/3515 [28:51<03:21,  2.11it/s]
overall:  77%|███████▋  | 3090/4000 [28:54<07:24,  2.05it/s]

train:  88%|████████▊ | 3090/3515 [28:52<03:27,  2.05it/s]
overall:  77%|███████▋  | 3091/4000 [28:55<07:12,  2.10it/s]

train:  88%|████████▊ | 3091/3515 [28:52<03:21,  2.10it/s]
overall:  77%|███████▋  | 3092/4000 [28:55<07:04,  2.14it/s]

train:  88%|████████▊ | 3092/3515 [28:53<03:17,  2.14it/s]
overall:  77%|███████▋  | 3093/4000 [28:56<07:29,  2.02it/s]

train:  88%|████████▊ | 3093/3515 [28:53<03:29,  2.02it/s]
overall:  77%|███████▋  | 3094/4000 [28:56<07:24,  2.04it/s]

train:  88%|████████▊ | 3094/3515 [28:54<03:26,  2.04it/s]
overall:  77%|███████▋  | 3095/4000 [28:57<07:13,  2.09it/s]

train:  88%|████████▊ | 3095/3515 [28:54<03:21,  2.09it/s]
overall:  77%|███████▋  | 3096/4000 [28:57<07:20,  2.05it/s]

train:  88%|████████▊ | 3096/3515 [28:55<03:23,  2.05it/s]
overall:  77%|███████▋  | 3097/4000 [28:58<07:08,  2.11it/s]

train:  88%|████████▊ | 3097/3515 [28:55<03:18,  2.11it/s]
overall:  77%|███████▋  | 3098/4000 [28:58<07:55,  1.90it/s]

train:  88%|████████▊ | 3098/3515 [28:56<03:39,  1.90it/s]
overall:  77%|███████▋  | 3099/4000 [28:59<07:34,  1.98it/s]

train:  88%|████████▊ | 3099/3515 [28:56<03:29,  1.98it/s]train loss: 1.6727567911148071
train per: 0.5169999221971524

overall:  78%|███████▊  | 3100/4000 [28:59<07:32,  1.99it/s]

train:  88%|████████▊ | 3100/3515 [28:57<03:28,  1.99it/s]
overall:  78%|███████▊  | 3101/4000 [29:00<06:04,  2.47it/s]

train:  88%|████████▊ | 3101/3515 [28:57<02:47,  2.47it/s]
overall:  78%|███████▊  | 3102/4000 [29:00<06:34,  2.28it/s]

train:  88%|████████▊ | 3102/3515 [28:58<03:01,  2.28it/s]
overall:  78%|███████▊  | 3103/4000 [29:01<06:54,  2.16it/s]

train:  88%|████████▊ | 3103/3515 [28:58<03:10,  2.16it/s]
overall:  78%|███████▊  | 3104/4000 [29:01<06:53,  2.17it/s]

train:  88%|████████▊ | 3104/3515 [28:59<03:09,  2.17it/s]
overall:  78%|███████▊  | 3105/4000 [29:01<06:45,  2.21it/s]

train:  88%|████████▊ | 3105/3515 [28:59<03:05,  2.21it/s]
overall:  78%|███████▊  | 3106/4000 [29:02<06:57,  2.14it/s]

train:  88%|████████▊ | 3106/3515 [28:59<03:10,  2.14it/s]
overall:  78%|███████▊  | 3107/4000 [29:02<07:06,  2.10it/s]

train:  88%|████████▊ | 3107/3515 [29:00<03:14,  2.10it/s]
overall:  78%|███████▊  | 3108/4000 [29:03<07:00,  2.12it/s]

train:  88%|████████▊ | 3108/3515 [29:00<03:11,  2.12it/s]
overall:  78%|███████▊  | 3109/4000 [29:03<06:36,  2.25it/s]

train:  88%|████████▊ | 3109/3515 [29:01<03:00,  2.25it/s]
overall:  78%|███████▊  | 3110/4000 [29:04<06:51,  2.16it/s]

train:  88%|████████▊ | 3110/3515 [29:01<03:07,  2.16it/s]
overall:  78%|███████▊  | 3111/4000 [29:04<07:03,  2.10it/s]

train:  89%|████████▊ | 3111/3515 [29:02<03:12,  2.10it/s]
overall:  78%|███████▊  | 3112/4000 [29:05<07:11,  2.06it/s]

train:  89%|████████▊ | 3112/3515 [29:02<03:15,  2.06it/s]
overall:  78%|███████▊  | 3113/4000 [29:05<07:18,  2.02it/s]

train:  89%|████████▊ | 3113/3515 [29:03<03:18,  2.02it/s]
overall:  78%|███████▊  | 3114/4000 [29:06<06:53,  2.14it/s]

train:  89%|████████▊ | 3114/3515 [29:03<03:07,  2.14it/s]
overall:  78%|███████▊  | 3115/4000 [29:06<07:11,  2.05it/s]

train:  89%|████████▊ | 3115/3515 [29:04<03:14,  2.05it/s]
overall:  78%|███████▊  | 3116/4000 [29:07<07:15,  2.03it/s]

train:  89%|████████▊ | 3116/3515 [29:04<03:16,  2.03it/s]
overall:  78%|███████▊  | 3117/4000 [29:07<07:43,  1.91it/s]

train:  89%|████████▊ | 3117/3515 [29:05<03:28,  1.91it/s]
overall:  78%|███████▊  | 3118/4000 [29:08<07:33,  1.94it/s]

train:  89%|████████▊ | 3118/3515 [29:05<03:24,  1.94it/s]
overall:  78%|███████▊  | 3119/4000 [29:08<07:29,  1.96it/s]

train:  89%|████████▊ | 3119/3515 [29:06<03:22,  1.96it/s]train loss: 1.724879503250122
train per: 0.5211687687991305

overall:  78%|███████▊  | 3120/4000 [29:09<07:08,  2.05it/s]

train:  89%|████████▉ | 3120/3515 [29:06<03:12,  2.05it/s]
overall:  78%|███████▊  | 3121/4000 [29:09<06:47,  2.16it/s]

train:  89%|████████▉ | 3121/3515 [29:07<03:02,  2.16it/s]
overall:  78%|███████▊  | 3122/4000 [29:10<07:44,  1.89it/s]

train:  89%|████████▉ | 3122/3515 [29:07<03:27,  1.89it/s]
overall:  78%|███████▊  | 3123/4000 [29:10<07:36,  1.92it/s]

train:  89%|████████▉ | 3123/3515 [29:08<03:23,  1.92it/s]
overall:  78%|███████▊  | 3124/4000 [29:11<07:31,  1.94it/s]

train:  89%|████████▉ | 3124/3515 [29:08<03:21,  1.94it/s]
overall:  78%|███████▊  | 3125/4000 [29:11<07:14,  2.02it/s]

train:  89%|████████▉ | 3125/3515 [29:09<03:13,  2.02it/s]
overall:  78%|███████▊  | 3126/4000 [29:11<05:29,  2.65it/s]

train:  89%|████████▉ | 3126/3515 [29:09<02:26,  2.65it/s]
overall:  78%|███████▊  | 3127/4000 [29:12<05:58,  2.43it/s]

train:  89%|████████▉ | 3127/3515 [29:09<02:39,  2.43it/s]
overall:  78%|███████▊  | 3128/4000 [29:12<06:19,  2.30it/s]

train:  89%|████████▉ | 3128/3515 [29:10<02:48,  2.30it/s]
overall:  78%|███████▊  | 3129/4000 [29:13<06:41,  2.17it/s]

train:  89%|████████▉ | 3129/3515 [29:10<02:58,  2.17it/s]
overall:  78%|███████▊  | 3130/4000 [29:13<06:47,  2.14it/s]

train:  89%|████████▉ | 3130/3515 [29:11<03:00,  2.14it/s]
overall:  78%|███████▊  | 3131/4000 [29:14<07:27,  1.94it/s]

train:  89%|████████▉ | 3131/3515 [29:12<03:17,  1.94it/s]
overall:  78%|███████▊  | 3132/4000 [29:14<05:40,  2.55it/s]

train:  89%|████████▉ | 3132/3515 [29:12<02:30,  2.55it/s]
overall:  78%|███████▊  | 3133/4000 [29:15<05:55,  2.44it/s]

train:  89%|████████▉ | 3133/3515 [29:12<02:36,  2.44it/s]
overall:  78%|███████▊  | 3134/4000 [29:15<06:14,  2.31it/s]

train:  89%|████████▉ | 3134/3515 [29:13<02:44,  2.31it/s]
overall:  78%|███████▊  | 3135/4000 [29:16<06:17,  2.29it/s]

train:  89%|████████▉ | 3135/3515 [29:13<02:45,  2.29it/s]
overall:  78%|███████▊  | 3136/4000 [29:16<06:28,  2.23it/s]

train:  89%|████████▉ | 3136/3515 [29:14<02:50,  2.23it/s]
overall:  78%|███████▊  | 3137/4000 [29:16<06:20,  2.27it/s]

train:  89%|████████▉ | 3137/3515 [29:14<02:46,  2.27it/s]
overall:  78%|███████▊  | 3138/4000 [29:17<06:32,  2.20it/s]

train:  89%|████████▉ | 3138/3515 [29:14<02:51,  2.20it/s]
overall:  78%|███████▊  | 3139/4000 [29:17<06:44,  2.13it/s]

train:  89%|████████▉ | 3139/3515 [29:15<02:56,  2.13it/s]train loss: 1.6766525506973267
train per: 0.5134054867761946

overall:  78%|███████▊  | 3140/4000 [29:18<06:55,  2.07it/s]

train:  89%|████████▉ | 3140/3515 [29:15<03:01,  2.07it/s]
overall:  79%|███████▊  | 3141/4000 [29:19<07:28,  1.91it/s]

train:  89%|████████▉ | 3141/3515 [29:16<03:15,  1.91it/s]
overall:  79%|███████▊  | 3142/4000 [29:19<07:18,  1.96it/s]

train:  89%|████████▉ | 3142/3515 [29:17<03:10,  1.96it/s]
overall:  79%|███████▊  | 3143/4000 [29:20<07:11,  1.99it/s]

train:  89%|████████▉ | 3143/3515 [29:17<03:07,  1.99it/s]
overall:  79%|███████▊  | 3144/4000 [29:20<07:11,  1.98it/s]

train:  89%|████████▉ | 3144/3515 [29:18<03:07,  1.98it/s]
overall:  79%|███████▊  | 3145/4000 [29:20<05:27,  2.61it/s]

train:  89%|████████▉ | 3145/3515 [29:18<02:21,  2.61it/s]
overall:  79%|███████▊  | 3146/4000 [29:21<06:32,  2.17it/s]

train:  90%|████████▉ | 3146/3515 [29:18<02:49,  2.17it/s]
overall:  79%|███████▊  | 3147/4000 [29:21<06:38,  2.14it/s]

train:  90%|████████▉ | 3147/3515 [29:19<02:51,  2.14it/s]
overall:  79%|███████▊  | 3148/4000 [29:22<06:52,  2.07it/s]

train:  90%|████████▉ | 3148/3515 [29:19<02:57,  2.07it/s]
overall:  79%|███████▊  | 3149/4000 [29:22<07:01,  2.02it/s]

train:  90%|████████▉ | 3149/3515 [29:20<03:01,  2.02it/s]
overall:  79%|███████▉  | 3150/4000 [29:23<07:04,  2.00it/s]

train:  90%|████████▉ | 3150/3515 [29:20<03:02,  2.00it/s]
overall:  79%|███████▉  | 3151/4000 [29:23<07:06,  1.99it/s]

train:  90%|████████▉ | 3151/3515 [29:21<03:03,  1.99it/s]
overall:  79%|███████▉  | 3152/4000 [29:24<06:51,  2.06it/s]

train:  90%|████████▉ | 3152/3515 [29:21<02:56,  2.06it/s]
overall:  79%|███████▉  | 3153/4000 [29:24<06:54,  2.04it/s]

train:  90%|████████▉ | 3153/3515 [29:22<02:57,  2.04it/s]
overall:  79%|███████▉  | 3154/4000 [29:25<06:59,  2.02it/s]

train:  90%|████████▉ | 3154/3515 [29:22<02:58,  2.02it/s]
overall:  79%|███████▉  | 3155/4000 [29:25<07:07,  1.98it/s]

train:  90%|████████▉ | 3155/3515 [29:23<03:02,  1.98it/s]
overall:  79%|███████▉  | 3156/4000 [29:26<07:14,  1.94it/s]

train:  90%|████████▉ | 3156/3515 [29:23<03:04,  1.94it/s]
overall:  79%|███████▉  | 3157/4000 [29:26<07:14,  1.94it/s]

train:  90%|████████▉ | 3157/3515 [29:24<03:04,  1.94it/s]
overall:  79%|███████▉  | 3158/4000 [29:27<07:13,  1.94it/s]

train:  90%|████████▉ | 3158/3515 [29:24<03:03,  1.94it/s]
overall:  79%|███████▉  | 3159/4000 [29:27<07:08,  1.96it/s]

train:  90%|████████▉ | 3159/3515 [29:25<03:01,  1.96it/s]train loss: 1.7123130559921265
train per: 0.5162731791244504

overall:  79%|███████▉  | 3160/4000 [29:28<06:58,  2.01it/s]

train:  90%|████████▉ | 3160/3515 [29:25<02:56,  2.01it/s]
overall:  79%|███████▉  | 3161/4000 [29:28<06:55,  2.02it/s]

train:  90%|████████▉ | 3161/3515 [29:26<02:55,  2.02it/s]
overall:  79%|███████▉  | 3162/4000 [29:29<06:58,  2.00it/s]

train:  90%|████████▉ | 3162/3515 [29:26<02:56,  2.00it/s]
overall:  79%|███████▉  | 3163/4000 [29:29<07:06,  1.96it/s]

train:  90%|████████▉ | 3163/3515 [29:27<02:59,  1.96it/s]
overall:  79%|███████▉  | 3164/4000 [29:30<07:02,  1.98it/s]

train:  90%|█████████ | 3164/3515 [29:27<02:57,  1.98it/s]
overall:  79%|███████▉  | 3165/4000 [29:31<07:28,  1.86it/s]

train:  90%|█████████ | 3165/3515 [29:28<03:07,  1.86it/s]
overall:  79%|███████▉  | 3166/4000 [29:31<07:27,  1.86it/s]

train:  90%|█████████ | 3166/3515 [29:29<03:07,  1.86it/s]
overall:  79%|███████▉  | 3167/4000 [29:32<07:15,  1.91it/s]

train:  90%|█████████ | 3167/3515 [29:29<03:01,  1.91it/s]
overall:  79%|███████▉  | 3168/4000 [29:32<07:15,  1.91it/s]

train:  90%|█████████ | 3168/3515 [29:30<03:01,  1.91it/s]
overall:  79%|███████▉  | 3169/4000 [29:33<07:08,  1.94it/s]

train:  90%|█████████ | 3169/3515 [29:30<02:58,  1.94it/s]
overall:  79%|███████▉  | 3170/4000 [29:33<07:33,  1.83it/s]

train:  90%|█████████ | 3170/3515 [29:31<03:08,  1.83it/s]
overall:  79%|███████▉  | 3171/4000 [29:34<07:17,  1.89it/s]

train:  90%|█████████ | 3171/3515 [29:31<03:01,  1.89it/s]
overall:  79%|███████▉  | 3172/4000 [29:34<07:15,  1.90it/s]

train:  90%|█████████ | 3172/3515 [29:32<03:00,  1.90it/s]
overall:  79%|███████▉  | 3173/4000 [29:35<07:07,  1.93it/s]

train:  90%|█████████ | 3173/3515 [29:32<02:56,  1.93it/s]
overall:  79%|███████▉  | 3174/4000 [29:35<07:10,  1.92it/s]

train:  90%|█████████ | 3174/3515 [29:33<02:57,  1.92it/s]
overall:  79%|███████▉  | 3175/4000 [29:36<07:08,  1.93it/s]

train:  90%|█████████ | 3175/3515 [29:33<02:56,  1.93it/s]
overall:  79%|███████▉  | 3176/4000 [29:36<05:56,  2.31it/s]

train:  90%|█████████ | 3176/3515 [29:33<02:26,  2.31it/s]
overall:  79%|███████▉  | 3177/4000 [29:36<04:51,  2.82it/s]

train:  90%|█████████ | 3177/3515 [29:34<01:59,  2.82it/s]
overall:  79%|███████▉  | 3178/4000 [29:37<05:26,  2.52it/s]

train:  90%|█████████ | 3178/3515 [29:34<02:13,  2.52it/s]
overall:  79%|███████▉  | 3179/4000 [29:37<05:43,  2.39it/s]

train:  90%|█████████ | 3179/3515 [29:35<02:20,  2.39it/s]train loss: 1.7344404458999634
train per: 0.5279905178701677

overall:  80%|███████▉  | 3180/4000 [29:38<06:05,  2.24it/s]

train:  90%|█████████ | 3180/3515 [29:35<02:29,  2.24it/s]
overall:  80%|███████▉  | 3181/4000 [29:38<06:09,  2.22it/s]

train:  90%|█████████ | 3181/3515 [29:36<02:30,  2.22it/s]
overall:  80%|███████▉  | 3182/4000 [29:39<06:18,  2.16it/s]

train:  91%|█████████ | 3182/3515 [29:36<02:34,  2.16it/s]
overall:  80%|███████▉  | 3183/4000 [29:39<05:54,  2.31it/s]

train:  91%|█████████ | 3183/3515 [29:36<02:23,  2.31it/s]
overall:  80%|███████▉  | 3184/4000 [29:39<06:15,  2.17it/s]

train:  91%|█████████ | 3184/3515 [29:37<02:32,  2.17it/s]
overall:  80%|███████▉  | 3185/4000 [29:40<04:53,  2.77it/s]

train:  91%|█████████ | 3185/3515 [29:37<01:58,  2.77it/s]
overall:  80%|███████▉  | 3186/4000 [29:40<05:13,  2.60it/s]

train:  91%|█████████ | 3186/3515 [29:38<02:06,  2.60it/s]
overall:  80%|███████▉  | 3187/4000 [29:40<04:45,  2.85it/s]

train:  91%|█████████ | 3187/3515 [29:38<01:55,  2.85it/s]
overall:  80%|███████▉  | 3188/4000 [29:41<05:22,  2.52it/s]

train:  91%|█████████ | 3188/3515 [29:38<02:09,  2.52it/s]
overall:  80%|███████▉  | 3189/4000 [29:41<06:14,  2.17it/s]

train:  91%|█████████ | 3189/3515 [29:39<02:30,  2.17it/s]
overall:  80%|███████▉  | 3190/4000 [29:42<06:28,  2.09it/s]

train:  91%|█████████ | 3190/3515 [29:39<02:35,  2.09it/s]
overall:  80%|███████▉  | 3191/4000 [29:42<06:36,  2.04it/s]

train:  91%|█████████ | 3191/3515 [29:40<02:38,  2.04it/s]
overall:  80%|███████▉  | 3192/4000 [29:43<06:49,  1.98it/s]

train:  91%|█████████ | 3192/3515 [29:40<02:43,  1.98it/s]
overall:  80%|███████▉  | 3193/4000 [29:44<06:51,  1.96it/s]

train:  91%|█████████ | 3193/3515 [29:41<02:44,  1.96it/s]
overall:  80%|███████▉  | 3194/4000 [29:44<07:30,  1.79it/s]

train:  91%|█████████ | 3194/3515 [29:42<02:59,  1.79it/s]
overall:  80%|███████▉  | 3195/4000 [29:45<07:22,  1.82it/s]

train:  91%|█████████ | 3195/3515 [29:42<02:55,  1.82it/s]
overall:  80%|███████▉  | 3196/4000 [29:45<07:13,  1.86it/s]

train:  91%|█████████ | 3196/3515 [29:43<02:51,  1.86it/s]
overall:  80%|███████▉  | 3197/4000 [29:46<07:07,  1.88it/s]

train:  91%|█████████ | 3197/3515 [29:43<02:49,  1.88it/s]
overall:  80%|███████▉  | 3198/4000 [29:46<07:05,  1.89it/s]

train:  91%|█████████ | 3198/3515 [29:44<02:47,  1.89it/s]
overall:  80%|███████▉  | 3199/4000 [29:47<07:01,  1.90it/s]

train:  91%|█████████ | 3199/3515 [29:44<02:46,  1.90it/s]train loss: 1.7202370166778564
train per: 0.5210997442455243

overall:  80%|████████  | 3200/4000 [29:47<06:53,  1.93it/s]

train:  91%|█████████ | 3200/3515 [29:45<02:43,  1.93it/s]
overall:  80%|████████  | 3201/4000 [29:48<06:45,  1.97it/s]

train:  91%|█████████ | 3201/3515 [29:45<02:39,  1.97it/s]
overall:  80%|████████  | 3202/4000 [29:48<06:44,  1.97it/s]

train:  91%|█████████ | 3202/3515 [29:46<02:38,  1.97it/s]
overall:  80%|████████  | 3203/4000 [29:49<07:07,  1.86it/s]

train:  91%|█████████ | 3203/3515 [29:46<02:47,  1.86it/s]
overall:  80%|████████  | 3204/4000 [29:49<06:47,  1.95it/s]

train:  91%|█████████ | 3204/3515 [29:47<02:39,  1.95it/s]
overall:  80%|████████  | 3205/4000 [29:50<06:49,  1.94it/s]

train:  91%|█████████ | 3205/3515 [29:47<02:39,  1.94it/s]
overall:  80%|████████  | 3206/4000 [29:50<06:34,  2.01it/s]

train:  91%|█████████ | 3206/3515 [29:48<02:33,  2.01it/s]
overall:  80%|████████  | 3207/4000 [29:51<06:34,  2.01it/s]

train:  91%|█████████ | 3207/3515 [29:48<02:33,  2.01it/s]
overall:  80%|████████  | 3208/4000 [29:51<06:36,  2.00it/s]

train:  91%|█████████▏| 3208/3515 [29:49<02:33,  2.00it/s]
overall:  80%|████████  | 3209/4000 [29:52<06:36,  2.00it/s]

train:  91%|█████████▏| 3209/3515 [29:49<02:33,  2.00it/s]
overall:  80%|████████  | 3210/4000 [29:52<06:04,  2.17it/s]

train:  91%|█████████▏| 3210/3515 [29:50<02:20,  2.17it/s]
overall:  80%|████████  | 3211/4000 [29:53<06:13,  2.12it/s]

train:  91%|█████████▏| 3211/3515 [29:50<02:23,  2.12it/s]
overall:  80%|████████  | 3212/4000 [29:53<06:22,  2.06it/s]

train:  91%|█████████▏| 3212/3515 [29:51<02:27,  2.06it/s]
overall:  80%|████████  | 3213/4000 [29:54<05:58,  2.19it/s]

train:  91%|█████████▏| 3213/3515 [29:51<02:17,  2.19it/s]
overall:  80%|████████  | 3214/4000 [29:54<06:14,  2.10it/s]

train:  91%|█████████▏| 3214/3515 [29:52<02:23,  2.10it/s]
overall:  80%|████████  | 3215/4000 [29:55<06:17,  2.08it/s]

train:  91%|█████████▏| 3215/3515 [29:52<02:24,  2.08it/s]
overall:  80%|████████  | 3216/4000 [29:55<06:31,  2.00it/s]

train:  91%|█████████▏| 3216/3515 [29:53<02:29,  2.00it/s]
overall:  80%|████████  | 3217/4000 [29:56<06:41,  1.95it/s]

train:  92%|█████████▏| 3217/3515 [29:53<02:32,  1.95it/s]
overall:  80%|████████  | 3218/4000 [29:56<07:11,  1.81it/s]

train:  92%|█████████▏| 3218/3515 [29:54<02:43,  1.81it/s]
overall:  80%|████████  | 3219/4000 [29:57<06:49,  1.91it/s]

train:  92%|█████████▏| 3219/3515 [29:54<02:35,  1.91it/s]train loss: 1.726393699645996
train per: 0.5234490440792016

overall:  80%|████████  | 3220/4000 [29:57<06:52,  1.89it/s]

train:  92%|█████████▏| 3220/3515 [29:55<02:36,  1.89it/s]
overall:  81%|████████  | 3221/4000 [29:58<06:47,  1.91it/s]

train:  92%|█████████▏| 3221/3515 [29:55<02:33,  1.91it/s]
overall:  81%|████████  | 3222/4000 [29:58<06:50,  1.90it/s]

train:  92%|█████████▏| 3222/3515 [29:56<02:34,  1.90it/s]
overall:  81%|████████  | 3223/4000 [29:59<05:39,  2.29it/s]

train:  92%|█████████▏| 3223/3515 [29:56<02:07,  2.29it/s]
overall:  81%|████████  | 3224/4000 [29:59<05:35,  2.31it/s]

train:  92%|█████████▏| 3224/3515 [29:57<02:05,  2.31it/s]
overall:  81%|████████  | 3225/4000 [30:00<05:56,  2.17it/s]

train:  92%|█████████▏| 3225/3515 [29:57<02:13,  2.18it/s]
overall:  81%|████████  | 3226/4000 [30:00<06:06,  2.11it/s]

train:  92%|█████████▏| 3226/3515 [29:58<02:16,  2.11it/s]
overall:  81%|████████  | 3227/4000 [30:01<06:28,  1.99it/s]

train:  92%|█████████▏| 3227/3515 [29:58<02:24,  1.99it/s]
overall:  81%|████████  | 3228/4000 [30:01<06:33,  1.96it/s]

train:  92%|█████████▏| 3228/3515 [29:59<02:26,  1.96it/s]
overall:  81%|████████  | 3229/4000 [30:02<06:37,  1.94it/s]

train:  92%|█████████▏| 3229/3515 [29:59<02:27,  1.94it/s]
overall:  81%|████████  | 3230/4000 [30:02<05:32,  2.31it/s]

train:  92%|█████████▏| 3230/3515 [29:59<02:03,  2.31it/s]
overall:  81%|████████  | 3231/4000 [30:02<05:47,  2.21it/s]

train:  92%|█████████▏| 3231/3515 [30:00<02:08,  2.21it/s]
overall:  81%|████████  | 3232/4000 [30:03<05:56,  2.16it/s]

train:  92%|█████████▏| 3232/3515 [30:00<02:11,  2.16it/s]
overall:  81%|████████  | 3233/4000 [30:03<06:01,  2.12it/s]

train:  92%|█████████▏| 3233/3515 [30:01<02:12,  2.12it/s]
overall:  81%|████████  | 3234/4000 [30:04<05:58,  2.14it/s]

train:  92%|█████████▏| 3234/3515 [30:01<02:11,  2.14it/s]
overall:  81%|████████  | 3235/4000 [30:04<06:12,  2.05it/s]

train:  92%|█████████▏| 3235/3515 [30:02<02:16,  2.05it/s]
overall:  81%|████████  | 3236/4000 [30:05<06:14,  2.04it/s]

train:  92%|█████████▏| 3236/3515 [30:02<02:16,  2.04it/s]
overall:  81%|████████  | 3237/4000 [30:05<06:39,  1.91it/s]

train:  92%|█████████▏| 3237/3515 [30:03<02:25,  1.91it/s]
overall:  81%|████████  | 3238/4000 [30:06<06:04,  2.09it/s]

train:  92%|█████████▏| 3238/3515 [30:03<02:12,  2.09it/s]
overall:  81%|████████  | 3239/4000 [30:06<05:51,  2.16it/s]

train:  92%|█████████▏| 3239/3515 [30:04<02:07,  2.16it/s]train loss: 1.6838546991348267
train per: 0.5150702955581005

overall:  81%|████████  | 3240/4000 [30:07<06:09,  2.06it/s]

train:  92%|█████████▏| 3240/3515 [30:04<02:13,  2.06it/s]
overall:  81%|████████  | 3241/4000 [30:07<06:14,  2.03it/s]

train:  92%|█████████▏| 3241/3515 [30:05<02:15,  2.03it/s]
overall:  81%|████████  | 3242/4000 [30:08<06:36,  1.91it/s]

train:  92%|█████████▏| 3242/3515 [30:05<02:22,  1.91it/s]
overall:  81%|████████  | 3243/4000 [30:08<06:27,  1.95it/s]

train:  92%|█████████▏| 3243/3515 [30:06<02:19,  1.95it/s]
overall:  81%|████████  | 3244/4000 [30:09<06:27,  1.95it/s]

train:  92%|█████████▏| 3244/3515 [30:06<02:18,  1.95it/s]
overall:  81%|████████  | 3245/4000 [30:09<06:26,  1.95it/s]

train:  92%|█████████▏| 3245/3515 [30:07<02:18,  1.95it/s]
overall:  81%|████████  | 3246/4000 [30:10<04:57,  2.53it/s]

train:  92%|█████████▏| 3246/3515 [30:07<01:46,  2.53it/s]
overall:  81%|████████  | 3247/4000 [30:10<05:23,  2.32it/s]

train:  92%|█████████▏| 3247/3515 [30:08<01:55,  2.32it/s]
overall:  81%|████████  | 3248/4000 [30:10<04:46,  2.62it/s]

train:  92%|█████████▏| 3248/3515 [30:08<01:41,  2.62it/s]
overall:  81%|████████  | 3249/4000 [30:11<04:59,  2.51it/s]

train:  92%|█████████▏| 3249/3515 [30:08<01:46,  2.50it/s]
overall:  81%|████████▏ | 3250/4000 [30:11<05:32,  2.25it/s]

train:  92%|█████████▏| 3250/3515 [30:09<01:57,  2.25it/s]
overall:  81%|████████▏ | 3251/4000 [30:12<06:00,  2.08it/s]

train:  92%|█████████▏| 3251/3515 [30:09<02:06,  2.08it/s]
overall:  81%|████████▏ | 3252/4000 [30:12<06:10,  2.02it/s]

train:  93%|█████████▎| 3252/3515 [30:10<02:10,  2.02it/s]
overall:  81%|████████▏ | 3253/4000 [30:13<06:06,  2.04it/s]

train:  93%|█████████▎| 3253/3515 [30:10<02:08,  2.04it/s]
overall:  81%|████████▏ | 3254/4000 [30:13<06:14,  1.99it/s]

train:  93%|█████████▎| 3254/3515 [30:11<02:11,  1.99it/s]
overall:  81%|████████▏ | 3255/4000 [30:14<06:11,  2.01it/s]

train:  93%|█████████▎| 3255/3515 [30:11<02:09,  2.01it/s]
overall:  81%|████████▏ | 3256/4000 [30:14<06:16,  1.98it/s]

train:  93%|█████████▎| 3256/3515 [30:12<02:10,  1.98it/s]
overall:  81%|████████▏ | 3257/4000 [30:15<06:19,  1.96it/s]

train:  93%|█████████▎| 3257/3515 [30:12<02:11,  1.96it/s]
overall:  81%|████████▏ | 3258/4000 [30:15<06:01,  2.05it/s]

train:  93%|█████████▎| 3258/3515 [30:13<02:05,  2.05it/s]
overall:  81%|████████▏ | 3259/4000 [30:16<05:11,  2.38it/s]

train:  93%|█████████▎| 3259/3515 [30:13<01:47,  2.38it/s]train loss: 1.7004865407943726
train per: 0.5178418941648337

overall:  82%|████████▏ | 3260/4000 [30:16<04:04,  3.03it/s]

train:  93%|█████████▎| 3260/3515 [30:13<01:24,  3.02it/s]
overall:  82%|████████▏ | 3261/4000 [30:16<05:02,  2.44it/s]

train:  93%|█████████▎| 3261/3515 [30:14<01:44,  2.44it/s]
overall:  82%|████████▏ | 3262/4000 [30:17<03:59,  3.08it/s]

train:  93%|█████████▎| 3262/3515 [30:14<01:22,  3.08it/s]
overall:  82%|████████▏ | 3263/4000 [30:17<04:44,  2.59it/s]

train:  93%|█████████▎| 3263/3515 [30:15<01:37,  2.60it/s]
overall:  82%|████████▏ | 3264/4000 [30:17<04:10,  2.94it/s]

train:  93%|█████████▎| 3264/3515 [30:15<01:25,  2.94it/s]
overall:  82%|████████▏ | 3265/4000 [30:18<04:45,  2.57it/s]

train:  93%|█████████▎| 3265/3515 [30:15<01:37,  2.57it/s]
overall:  82%|████████▏ | 3266/4000 [30:18<05:39,  2.16it/s]

train:  93%|█████████▎| 3266/3515 [30:16<01:55,  2.16it/s]
overall:  82%|████████▏ | 3267/4000 [30:19<05:55,  2.06it/s]

train:  93%|█████████▎| 3267/3515 [30:16<02:00,  2.06it/s]
overall:  82%|████████▏ | 3268/4000 [30:19<05:46,  2.11it/s]

train:  93%|█████████▎| 3268/3515 [30:17<01:56,  2.11it/s]
overall:  82%|████████▏ | 3269/4000 [30:20<05:56,  2.05it/s]

train:  93%|█████████▎| 3269/3515 [30:17<01:59,  2.05it/s]
overall:  82%|████████▏ | 3270/4000 [30:20<05:57,  2.04it/s]

train:  93%|█████████▎| 3270/3515 [30:18<02:00,  2.04it/s]
overall:  82%|████████▏ | 3271/4000 [30:21<06:03,  2.01it/s]

train:  93%|█████████▎| 3271/3515 [30:18<02:01,  2.01it/s]
overall:  82%|████████▏ | 3272/4000 [30:21<06:05,  1.99it/s]

train:  93%|█████████▎| 3272/3515 [30:19<02:01,  1.99it/s]
overall:  82%|████████▏ | 3273/4000 [30:22<05:47,  2.09it/s]

train:  93%|█████████▎| 3273/3515 [30:19<01:55,  2.09it/s]
overall:  82%|████████▏ | 3274/4000 [30:22<05:55,  2.04it/s]

train:  93%|█████████▎| 3274/3515 [30:20<01:58,  2.04it/s]
overall:  82%|████████▏ | 3275/4000 [30:23<06:13,  1.94it/s]

train:  93%|█████████▎| 3275/3515 [30:20<02:03,  1.94it/s]
overall:  82%|████████▏ | 3276/4000 [30:23<06:10,  1.96it/s]

train:  93%|█████████▎| 3276/3515 [30:21<02:02,  1.96it/s]
overall:  82%|████████▏ | 3277/4000 [30:24<05:57,  2.02it/s]

train:  93%|█████████▎| 3277/3515 [30:21<01:57,  2.02it/s]
overall:  82%|████████▏ | 3278/4000 [30:24<05:48,  2.07it/s]

train:  93%|█████████▎| 3278/3515 [30:22<01:54,  2.07it/s]
overall:  82%|████████▏ | 3279/4000 [30:25<05:56,  2.02it/s]

train:  93%|█████████▎| 3279/3515 [30:22<01:56,  2.02it/s]train loss: 1.7021617889404297
train per: 0.5199341760789887

overall:  82%|████████▏ | 3280/4000 [30:25<06:04,  1.97it/s]

train:  93%|█████████▎| 3280/3515 [30:23<01:59,  1.97it/s]
overall:  82%|████████▏ | 3281/4000 [30:26<06:06,  1.96it/s]

train:  93%|█████████▎| 3281/3515 [30:23<01:59,  1.96it/s]
overall:  82%|████████▏ | 3282/4000 [30:26<05:50,  2.05it/s]

train:  93%|█████████▎| 3282/3515 [30:24<01:53,  2.05it/s]
overall:  82%|████████▏ | 3283/4000 [30:27<04:40,  2.56it/s]

train:  93%|█████████▎| 3283/3515 [30:24<01:30,  2.56it/s]
overall:  82%|████████▏ | 3284/4000 [30:27<05:06,  2.34it/s]

train:  93%|█████████▎| 3284/3515 [30:25<01:38,  2.34it/s]
overall:  82%|████████▏ | 3285/4000 [30:28<05:38,  2.11it/s]

train:  93%|█████████▎| 3285/3515 [30:25<01:48,  2.11it/s]
overall:  82%|████████▏ | 3286/4000 [30:28<05:52,  2.03it/s]

train:  93%|█████████▎| 3286/3515 [30:26<01:53,  2.03it/s]
overall:  82%|████████▏ | 3287/4000 [30:29<05:58,  1.99it/s]

train:  94%|█████████▎| 3287/3515 [30:26<01:54,  1.99it/s]
overall:  82%|████████▏ | 3288/4000 [30:29<05:47,  2.05it/s]

train:  94%|█████████▎| 3288/3515 [30:27<01:50,  2.05it/s]
overall:  82%|████████▏ | 3289/4000 [30:30<05:58,  1.98it/s]

train:  94%|█████████▎| 3289/3515 [30:27<01:53,  1.98it/s]
overall:  82%|████████▏ | 3290/4000 [30:30<05:33,  2.13it/s]

train:  94%|█████████▎| 3290/3515 [30:28<01:45,  2.13it/s]
overall:  82%|████████▏ | 3291/4000 [30:31<05:42,  2.07it/s]

train:  94%|█████████▎| 3291/3515 [30:28<01:48,  2.07it/s]
overall:  82%|████████▏ | 3292/4000 [30:31<05:50,  2.02it/s]

train:  94%|█████████▎| 3292/3515 [30:29<01:50,  2.02it/s]
overall:  82%|████████▏ | 3293/4000 [30:32<05:54,  2.00it/s]

train:  94%|█████████▎| 3293/3515 [30:29<01:51,  2.00it/s]
overall:  82%|████████▏ | 3294/4000 [30:32<05:53,  2.00it/s]

train:  94%|█████████▎| 3294/3515 [30:30<01:50,  2.00it/s]
overall:  82%|████████▏ | 3295/4000 [30:33<05:24,  2.17it/s]

train:  94%|█████████▎| 3295/3515 [30:30<01:41,  2.17it/s]
overall:  82%|████████▏ | 3296/4000 [30:33<05:29,  2.14it/s]

train:  94%|█████████▍| 3296/3515 [30:30<01:42,  2.14it/s]
overall:  82%|████████▏ | 3297/4000 [30:33<05:33,  2.11it/s]

train:  94%|█████████▍| 3297/3515 [30:31<01:43,  2.11it/s]
overall:  82%|████████▏ | 3298/4000 [30:34<05:32,  2.11it/s]

train:  94%|█████████▍| 3298/3515 [30:31<01:42,  2.11it/s]
overall:  82%|████████▏ | 3299/4000 [30:34<04:46,  2.45it/s]

train:  94%|█████████▍| 3299/3515 [30:32<01:28,  2.45it/s]train loss: 1.724949598312378
train per: 0.5208544740197226

overall:  82%|████████▎ | 3300/4000 [30:35<05:05,  2.29it/s]

train:  94%|█████████▍| 3300/3515 [30:32<01:34,  2.29it/s]
overall:  83%|████████▎ | 3301/4000 [30:35<05:15,  2.22it/s]

train:  94%|█████████▍| 3301/3515 [30:33<01:36,  2.22it/s]
overall:  83%|████████▎ | 3302/4000 [30:36<05:27,  2.13it/s]

train:  94%|█████████▍| 3302/3515 [30:33<01:39,  2.13it/s]
overall:  83%|████████▎ | 3303/4000 [30:36<05:32,  2.10it/s]

train:  94%|█████████▍| 3303/3515 [30:34<01:40,  2.10it/s]
overall:  83%|████████▎ | 3304/4000 [30:37<05:41,  2.04it/s]

train:  94%|█████████▍| 3304/3515 [30:34<01:43,  2.04it/s]
overall:  83%|████████▎ | 3305/4000 [30:37<05:32,  2.09it/s]

train:  94%|█████████▍| 3305/3515 [30:35<01:40,  2.09it/s]
overall:  83%|████████▎ | 3306/4000 [30:38<05:41,  2.03it/s]

train:  94%|█████████▍| 3306/3515 [30:35<01:42,  2.03it/s]
overall:  83%|████████▎ | 3307/4000 [30:38<04:56,  2.34it/s]

train:  94%|█████████▍| 3307/3515 [30:35<01:28,  2.34it/s]
overall:  83%|████████▎ | 3308/4000 [30:38<04:48,  2.40it/s]

train:  94%|█████████▍| 3308/3515 [30:36<01:26,  2.40it/s]
overall:  83%|████████▎ | 3309/4000 [30:39<05:25,  2.12it/s]

train:  94%|█████████▍| 3309/3515 [30:36<01:37,  2.12it/s]
overall:  83%|████████▎ | 3310/4000 [30:39<05:31,  2.08it/s]

train:  94%|█████████▍| 3310/3515 [30:37<01:38,  2.08it/s]
overall:  83%|████████▎ | 3311/4000 [30:40<05:28,  2.10it/s]

train:  94%|█████████▍| 3311/3515 [30:37<01:37,  2.10it/s]
overall:  83%|████████▎ | 3312/4000 [30:40<05:32,  2.07it/s]

train:  94%|█████████▍| 3312/3515 [30:38<01:38,  2.07it/s]
overall:  83%|████████▎ | 3313/4000 [30:41<05:36,  2.04it/s]

train:  94%|█████████▍| 3313/3515 [30:38<01:38,  2.04it/s]
overall:  83%|████████▎ | 3314/4000 [30:41<05:15,  2.17it/s]

train:  94%|█████████▍| 3314/3515 [30:39<01:32,  2.17it/s]
overall:  83%|████████▎ | 3315/4000 [30:42<05:21,  2.13it/s]

train:  94%|█████████▍| 3315/3515 [30:39<01:33,  2.13it/s]
overall:  83%|████████▎ | 3316/4000 [30:42<05:18,  2.14it/s]

train:  94%|█████████▍| 3316/3515 [30:40<01:32,  2.14it/s]
overall:  83%|████████▎ | 3317/4000 [30:43<04:40,  2.44it/s]

train:  94%|█████████▍| 3317/3515 [30:40<01:21,  2.44it/s]
overall:  83%|████████▎ | 3318/4000 [30:43<03:52,  2.94it/s]

train:  94%|█████████▍| 3318/3515 [30:40<01:07,  2.94it/s]
overall:  83%|████████▎ | 3319/4000 [30:43<04:27,  2.54it/s]

train:  94%|█████████▍| 3319/3515 [30:41<01:17,  2.54it/s]train loss: 1.6921741962432861
train per: 0.5179327360083106

overall:  83%|████████▎ | 3320/4000 [30:44<04:42,  2.41it/s]

train:  94%|█████████▍| 3320/3515 [30:41<01:21,  2.41it/s]
overall:  83%|████████▎ | 3321/4000 [30:44<04:08,  2.73it/s]

train:  94%|█████████▍| 3321/3515 [30:41<01:11,  2.73it/s]
overall:  83%|████████▎ | 3322/4000 [30:44<04:39,  2.43it/s]

train:  95%|█████████▍| 3322/3515 [30:42<01:19,  2.43it/s]
overall:  83%|████████▎ | 3323/4000 [30:45<05:17,  2.13it/s]

train:  95%|█████████▍| 3323/3515 [30:43<01:29,  2.13it/s]
overall:  83%|████████▎ | 3324/4000 [30:46<05:06,  2.20it/s]

train:  95%|█████████▍| 3324/3515 [30:43<01:26,  2.20it/s]
overall:  83%|████████▎ | 3325/4000 [30:46<05:04,  2.22it/s]

train:  95%|█████████▍| 3325/3515 [30:43<01:25,  2.22it/s]
overall:  83%|████████▎ | 3326/4000 [30:46<05:05,  2.20it/s]

train:  95%|█████████▍| 3326/3515 [30:44<01:25,  2.20it/s]
overall:  83%|████████▎ | 3327/4000 [30:47<05:13,  2.15it/s]

train:  95%|█████████▍| 3327/3515 [30:44<01:27,  2.15it/s]
overall:  83%|████████▎ | 3328/4000 [30:47<05:22,  2.08it/s]

train:  95%|█████████▍| 3328/3515 [30:45<01:29,  2.08it/s]
overall:  83%|████████▎ | 3329/4000 [30:48<05:27,  2.05it/s]

train:  95%|█████████▍| 3329/3515 [30:45<01:30,  2.05it/s]
overall:  83%|████████▎ | 3330/4000 [30:48<05:30,  2.03it/s]

train:  95%|█████████▍| 3330/3515 [30:46<01:31,  2.03it/s]
overall:  83%|████████▎ | 3331/4000 [30:49<05:29,  2.03it/s]

train:  95%|█████████▍| 3331/3515 [30:46<01:30,  2.03it/s]
overall:  83%|████████▎ | 3332/4000 [30:49<05:32,  2.01it/s]

train:  95%|█████████▍| 3332/3515 [30:47<01:31,  2.01it/s]
overall:  83%|████████▎ | 3333/4000 [30:50<05:52,  1.89it/s]

train:  95%|█████████▍| 3333/3515 [30:48<01:36,  1.89it/s]
overall:  83%|████████▎ | 3334/4000 [30:51<05:44,  1.94it/s]

train:  95%|█████████▍| 3334/3515 [30:48<01:33,  1.94it/s]
overall:  83%|████████▎ | 3335/4000 [30:51<05:30,  2.01it/s]

train:  95%|█████████▍| 3335/3515 [30:48<01:29,  2.01it/s]
overall:  83%|████████▎ | 3336/4000 [30:51<05:19,  2.08it/s]

train:  95%|█████████▍| 3336/3515 [30:49<01:26,  2.08it/s]
overall:  83%|████████▎ | 3337/4000 [30:52<05:24,  2.04it/s]

train:  95%|█████████▍| 3337/3515 [30:49<01:27,  2.04it/s]
overall:  83%|████████▎ | 3338/4000 [30:52<05:39,  1.95it/s]

train:  95%|█████████▍| 3338/3515 [30:50<01:30,  1.95it/s]
overall:  83%|████████▎ | 3339/4000 [30:53<04:34,  2.41it/s]

train:  95%|█████████▍| 3339/3515 [30:50<01:12,  2.41it/s]train loss: 1.6896018981933594
train per: 0.5158718477087626

overall:  84%|████████▎ | 3340/4000 [30:53<04:48,  2.29it/s]

train:  95%|█████████▌| 3340/3515 [30:51<01:16,  2.29it/s]
overall:  84%|████████▎ | 3341/4000 [30:54<05:00,  2.19it/s]

train:  95%|█████████▌| 3341/3515 [30:51<01:19,  2.19it/s]
overall:  84%|████████▎ | 3342/4000 [30:54<05:07,  2.14it/s]

train:  95%|█████████▌| 3342/3515 [30:52<01:20,  2.14it/s]
overall:  84%|████████▎ | 3343/4000 [30:55<05:16,  2.07it/s]

train:  95%|█████████▌| 3343/3515 [30:52<01:22,  2.07it/s]
overall:  84%|████████▎ | 3344/4000 [30:55<04:15,  2.56it/s]

train:  95%|█████████▌| 3344/3515 [30:52<01:06,  2.56it/s]
overall:  84%|████████▎ | 3345/4000 [30:55<04:43,  2.31it/s]

train:  95%|█████████▌| 3345/3515 [30:53<01:13,  2.31it/s]
overall:  84%|████████▎ | 3346/4000 [30:56<04:58,  2.19it/s]

train:  95%|█████████▌| 3346/3515 [30:53<01:17,  2.19it/s]
overall:  84%|████████▎ | 3347/4000 [30:56<05:26,  2.00it/s]

train:  95%|█████████▌| 3347/3515 [30:54<01:23,  2.00it/s]
overall:  84%|████████▎ | 3348/4000 [30:57<05:25,  2.00it/s]

train:  95%|█████████▌| 3348/3515 [30:55<01:23,  2.00it/s]
overall:  84%|████████▎ | 3349/4000 [30:57<05:14,  2.07it/s]

train:  95%|█████████▌| 3349/3515 [30:55<01:20,  2.07it/s]
overall:  84%|████████▍ | 3350/4000 [30:58<05:02,  2.15it/s]

train:  95%|█████████▌| 3350/3515 [30:55<01:16,  2.15it/s]
overall:  84%|████████▍ | 3351/4000 [30:58<04:15,  2.54it/s]

train:  95%|█████████▌| 3351/3515 [30:56<01:04,  2.54it/s]
overall:  84%|████████▍ | 3352/4000 [30:59<04:40,  2.31it/s]

train:  95%|█████████▌| 3352/3515 [30:56<01:10,  2.31it/s]
overall:  84%|████████▍ | 3353/4000 [30:59<04:44,  2.27it/s]

train:  95%|█████████▌| 3353/3515 [30:57<01:11,  2.27it/s]
overall:  84%|████████▍ | 3354/4000 [31:00<04:58,  2.17it/s]

train:  95%|█████████▌| 3354/3515 [30:57<01:14,  2.17it/s]
overall:  84%|████████▍ | 3355/4000 [31:00<04:06,  2.62it/s]

train:  95%|█████████▌| 3355/3515 [30:57<01:01,  2.62it/s]
overall:  84%|████████▍ | 3356/4000 [31:00<04:30,  2.38it/s]

train:  95%|█████████▌| 3356/3515 [30:58<01:06,  2.38it/s]
overall:  84%|████████▍ | 3357/4000 [31:01<04:59,  2.15it/s]

train:  96%|█████████▌| 3357/3515 [30:58<01:13,  2.15it/s]
overall:  84%|████████▍ | 3358/4000 [31:01<04:30,  2.37it/s]

train:  96%|█████████▌| 3358/3515 [30:59<01:06,  2.37it/s]
overall:  84%|████████▍ | 3359/4000 [31:02<04:49,  2.22it/s]

train:  96%|█████████▌| 3359/3515 [30:59<01:10,  2.22it/s]train loss: 1.6917855739593506
train per: 0.5115793419185564

overall:  84%|████████▍ | 3360/4000 [31:02<04:51,  2.19it/s]

train:  96%|█████████▌| 3360/3515 [31:00<01:10,  2.19it/s]
overall:  84%|████████▍ | 3361/4000 [31:02<04:14,  2.51it/s]

train:  96%|█████████▌| 3361/3515 [31:00<01:01,  2.51it/s]
overall:  84%|████████▍ | 3362/4000 [31:03<05:03,  2.10it/s]

train:  96%|█████████▌| 3362/3515 [31:01<01:12,  2.10it/s]
overall:  84%|████████▍ | 3363/4000 [31:04<05:07,  2.07it/s]

train:  96%|█████████▌| 3363/3515 [31:01<01:13,  2.07it/s]
overall:  84%|████████▍ | 3364/4000 [31:04<05:08,  2.06it/s]

train:  96%|█████████▌| 3364/3515 [31:02<01:13,  2.06it/s]
overall:  84%|████████▍ | 3365/4000 [31:04<04:50,  2.19it/s]

train:  96%|█████████▌| 3365/3515 [31:02<01:08,  2.19it/s]
overall:  84%|████████▍ | 3366/4000 [31:05<05:00,  2.11it/s]

train:  96%|█████████▌| 3366/3515 [31:02<01:10,  2.11it/s]
overall:  84%|████████▍ | 3367/4000 [31:05<05:03,  2.09it/s]

train:  96%|█████████▌| 3367/3515 [31:03<01:10,  2.09it/s]
overall:  84%|████████▍ | 3368/4000 [31:06<05:12,  2.02it/s]

train:  96%|█████████▌| 3368/3515 [31:04<01:12,  2.02it/s]
overall:  84%|████████▍ | 3369/4000 [31:07<05:14,  2.01it/s]

train:  96%|█████████▌| 3369/3515 [31:04<01:12,  2.01it/s]
overall:  84%|████████▍ | 3370/4000 [31:07<05:21,  1.96it/s]

train:  96%|█████████▌| 3370/3515 [31:05<01:14,  1.96it/s]
overall:  84%|████████▍ | 3371/4000 [31:08<05:35,  1.87it/s]

train:  96%|█████████▌| 3371/3515 [31:05<01:16,  1.87it/s]
overall:  84%|████████▍ | 3372/4000 [31:08<05:24,  1.94it/s]

train:  96%|█████████▌| 3372/3515 [31:06<01:13,  1.94it/s]
overall:  84%|████████▍ | 3373/4000 [31:09<05:23,  1.94it/s]

train:  96%|█████████▌| 3373/3515 [31:06<01:13,  1.94it/s]
overall:  84%|████████▍ | 3374/4000 [31:09<05:19,  1.96it/s]

train:  96%|█████████▌| 3374/3515 [31:07<01:12,  1.96it/s]
overall:  84%|████████▍ | 3375/4000 [31:10<05:11,  2.00it/s]

train:  96%|█████████▌| 3375/3515 [31:07<01:09,  2.00it/s]
overall:  84%|████████▍ | 3376/4000 [31:10<05:13,  1.99it/s]

train:  96%|█████████▌| 3376/3515 [31:08<01:09,  1.99it/s]
overall:  84%|████████▍ | 3377/4000 [31:11<05:19,  1.95it/s]

train:  96%|█████████▌| 3377/3515 [31:08<01:10,  1.95it/s]
overall:  84%|████████▍ | 3378/4000 [31:11<05:16,  1.96it/s]

train:  96%|█████████▌| 3378/3515 [31:09<01:09,  1.96it/s]
overall:  84%|████████▍ | 3379/4000 [31:12<05:08,  2.01it/s]

train:  96%|█████████▌| 3379/3515 [31:09<01:07,  2.01it/s]train loss: 1.7128732204437256
train per: 0.5199507389162562

overall:  84%|████████▍ | 3380/4000 [31:12<05:09,  2.00it/s]

train:  96%|█████████▌| 3380/3515 [31:10<01:07,  2.00it/s]
overall:  85%|████████▍ | 3381/4000 [31:13<05:27,  1.89it/s]

train:  96%|█████████▌| 3381/3515 [31:10<01:10,  1.89it/s]
overall:  85%|████████▍ | 3382/4000 [31:13<05:13,  1.97it/s]

train:  96%|█████████▌| 3382/3515 [31:11<01:07,  1.97it/s]
overall:  85%|████████▍ | 3383/4000 [31:14<05:14,  1.96it/s]

train:  96%|█████████▌| 3383/3515 [31:11<01:07,  1.96it/s]
overall:  85%|████████▍ | 3384/4000 [31:14<05:05,  2.02it/s]

train:  96%|█████████▋| 3384/3515 [31:12<01:04,  2.02it/s]
overall:  85%|████████▍ | 3385/4000 [31:15<05:05,  2.01it/s]

train:  96%|█████████▋| 3385/3515 [31:12<01:04,  2.01it/s]
overall:  85%|████████▍ | 3386/4000 [31:15<05:34,  1.84it/s]

train:  96%|█████████▋| 3386/3515 [31:13<01:10,  1.84it/s]
overall:  85%|████████▍ | 3387/4000 [31:16<05:23,  1.90it/s]

train:  96%|█████████▋| 3387/3515 [31:13<01:07,  1.90it/s]
overall:  85%|████████▍ | 3388/4000 [31:16<05:14,  1.95it/s]

train:  96%|█████████▋| 3388/3515 [31:14<01:05,  1.95it/s]
overall:  85%|████████▍ | 3389/4000 [31:17<05:11,  1.96it/s]

train:  96%|█████████▋| 3389/3515 [31:14<01:04,  1.96it/s]
overall:  85%|████████▍ | 3390/4000 [31:17<05:10,  1.97it/s]

train:  96%|█████████▋| 3390/3515 [31:15<01:03,  1.97it/s]
overall:  85%|████████▍ | 3391/4000 [31:18<05:13,  1.94it/s]

train:  96%|█████████▋| 3391/3515 [31:15<01:03,  1.94it/s]
overall:  85%|████████▍ | 3392/4000 [31:18<05:09,  1.96it/s]

train:  97%|█████████▋| 3392/3515 [31:16<01:02,  1.96it/s]
overall:  85%|████████▍ | 3393/4000 [31:19<05:10,  1.96it/s]

train:  97%|█████████▋| 3393/3515 [31:16<01:02,  1.96it/s]
overall:  85%|████████▍ | 3394/4000 [31:19<05:10,  1.95it/s]

train:  97%|█████████▋| 3394/3515 [31:17<01:01,  1.95it/s]
overall:  85%|████████▍ | 3395/4000 [31:20<05:29,  1.84it/s]

train:  97%|█████████▋| 3395/3515 [31:17<01:05,  1.84it/s]
overall:  85%|████████▍ | 3396/4000 [31:20<05:25,  1.86it/s]

train:  97%|█████████▋| 3396/3515 [31:18<01:04,  1.86it/s]
overall:  85%|████████▍ | 3397/4000 [31:21<05:19,  1.89it/s]

train:  97%|█████████▋| 3397/3515 [31:18<01:02,  1.89it/s]
overall:  85%|████████▍ | 3398/4000 [31:21<05:05,  1.97it/s]

train:  97%|█████████▋| 3398/3515 [31:19<00:59,  1.97it/s]
overall:  85%|████████▍ | 3399/4000 [31:22<04:05,  2.45it/s]

train:  97%|█████████▋| 3399/3515 [31:19<00:47,  2.45it/s]train loss: 1.6934974193572998
train per: 0.5150317204810151

overall:  85%|████████▌ | 3400/4000 [31:22<04:24,  2.27it/s]

train:  97%|█████████▋| 3400/3515 [31:20<00:50,  2.27it/s]
overall:  85%|████████▌ | 3401/4000 [31:23<04:33,  2.19it/s]

train:  97%|█████████▋| 3401/3515 [31:20<00:52,  2.19it/s]
overall:  85%|████████▌ | 3402/4000 [31:23<04:41,  2.13it/s]

train:  97%|█████████▋| 3402/3515 [31:21<00:53,  2.13it/s]
overall:  85%|████████▌ | 3403/4000 [31:24<04:46,  2.08it/s]

train:  97%|█████████▋| 3403/3515 [31:21<00:53,  2.08it/s]
overall:  85%|████████▌ | 3404/4000 [31:24<04:53,  2.03it/s]

train:  97%|█████████▋| 3404/3515 [31:22<00:54,  2.03it/s]
overall:  85%|████████▌ | 3405/4000 [31:25<05:09,  1.92it/s]

train:  97%|█████████▋| 3405/3515 [31:22<00:57,  1.92it/s]
overall:  85%|████████▌ | 3406/4000 [31:25<05:06,  1.94it/s]

train:  97%|█████████▋| 3406/3515 [31:23<00:56,  1.94it/s]
overall:  85%|████████▌ | 3407/4000 [31:26<05:02,  1.96it/s]

train:  97%|█████████▋| 3407/3515 [31:23<00:55,  1.96it/s]
overall:  85%|████████▌ | 3408/4000 [31:26<04:56,  2.00it/s]

train:  97%|█████████▋| 3408/3515 [31:24<00:53,  2.00it/s]
overall:  85%|████████▌ | 3409/4000 [31:27<04:52,  2.02it/s]

train:  97%|█████████▋| 3409/3515 [31:24<00:52,  2.02it/s]
overall:  85%|████████▌ | 3410/4000 [31:27<05:05,  1.93it/s]

train:  97%|█████████▋| 3410/3515 [31:25<00:54,  1.93it/s]
overall:  85%|████████▌ | 3411/4000 [31:28<04:58,  1.98it/s]

train:  97%|█████████▋| 3411/3515 [31:25<00:52,  1.98it/s]
overall:  85%|████████▌ | 3412/4000 [31:28<04:57,  1.98it/s]

train:  97%|█████████▋| 3412/3515 [31:26<00:52,  1.98it/s]
overall:  85%|████████▌ | 3413/4000 [31:29<05:00,  1.95it/s]

train:  97%|█████████▋| 3413/3515 [31:26<00:52,  1.95it/s]
overall:  85%|████████▌ | 3414/4000 [31:29<04:51,  2.01it/s]

train:  97%|█████████▋| 3414/3515 [31:27<00:50,  2.01it/s]
overall:  85%|████████▌ | 3415/4000 [31:30<04:52,  2.00it/s]

train:  97%|█████████▋| 3415/3515 [31:27<00:50,  2.00it/s]
overall:  85%|████████▌ | 3416/4000 [31:30<04:50,  2.01it/s]

train:  97%|█████████▋| 3416/3515 [31:28<00:49,  2.01it/s]
overall:  85%|████████▌ | 3417/4000 [31:31<04:55,  1.97it/s]

train:  97%|█████████▋| 3417/3515 [31:28<00:49,  1.97it/s]
overall:  85%|████████▌ | 3418/4000 [31:31<04:59,  1.95it/s]

train:  97%|█████████▋| 3418/3515 [31:29<00:49,  1.95it/s]
overall:  85%|████████▌ | 3419/4000 [31:32<05:11,  1.86it/s]

train:  97%|█████████▋| 3419/3515 [31:29<00:51,  1.86it/s]train loss: 1.671074628829956
train per: 0.5105745792222867

overall:  86%|████████▌ | 3420/4000 [31:32<05:06,  1.89it/s]

train:  97%|█████████▋| 3420/3515 [31:30<00:50,  1.89it/s]
overall:  86%|████████▌ | 3421/4000 [31:33<05:02,  1.91it/s]

train:  97%|█████████▋| 3421/3515 [31:30<00:49,  1.91it/s]
overall:  86%|████████▌ | 3422/4000 [31:33<05:01,  1.92it/s]

train:  97%|█████████▋| 3422/3515 [31:31<00:48,  1.92it/s]
overall:  86%|████████▌ | 3423/4000 [31:34<04:54,  1.96it/s]

train:  97%|█████████▋| 3423/3515 [31:31<00:46,  1.96it/s]
overall:  86%|████████▌ | 3424/4000 [31:34<04:53,  1.96it/s]

train:  97%|█████████▋| 3424/3515 [31:32<00:46,  1.96it/s]
overall:  86%|████████▌ | 3425/4000 [31:35<04:55,  1.95it/s]

train:  97%|█████████▋| 3425/3515 [31:32<00:46,  1.95it/s]
overall:  86%|████████▌ | 3426/4000 [31:35<04:06,  2.33it/s]

train:  97%|█████████▋| 3426/3515 [31:33<00:38,  2.33it/s]
overall:  86%|████████▌ | 3427/4000 [31:36<04:20,  2.20it/s]

train:  97%|█████████▋| 3427/3515 [31:33<00:39,  2.20it/s]
overall:  86%|████████▌ | 3428/4000 [31:36<04:28,  2.13it/s]

train:  98%|█████████▊| 3428/3515 [31:34<00:40,  2.13it/s]
overall:  86%|████████▌ | 3429/4000 [31:37<04:43,  2.02it/s]

train:  98%|█████████▊| 3429/3515 [31:34<00:42,  2.02it/s]
overall:  86%|████████▌ | 3430/4000 [31:37<04:48,  1.98it/s]

train:  98%|█████████▊| 3430/3515 [31:35<00:42,  1.98it/s]
overall:  86%|████████▌ | 3431/4000 [31:38<04:52,  1.95it/s]

train:  98%|█████████▊| 3431/3515 [31:35<00:43,  1.95it/s]
overall:  86%|████████▌ | 3432/4000 [31:38<04:43,  2.00it/s]

train:  98%|█████████▊| 3432/3515 [31:36<00:41,  2.00it/s]
overall:  86%|████████▌ | 3433/4000 [31:39<04:36,  2.05it/s]

train:  98%|█████████▊| 3433/3515 [31:36<00:39,  2.05it/s]
overall:  86%|████████▌ | 3434/4000 [31:39<04:50,  1.95it/s]

train:  98%|█████████▊| 3434/3515 [31:37<00:41,  1.95it/s]
overall:  86%|████████▌ | 3435/4000 [31:40<04:50,  1.94it/s]

train:  98%|█████████▊| 3435/3515 [31:37<00:41,  1.94it/s]
overall:  86%|████████▌ | 3436/4000 [31:40<04:51,  1.93it/s]

train:  98%|█████████▊| 3436/3515 [31:38<00:40,  1.93it/s]
overall:  86%|████████▌ | 3437/4000 [31:41<04:48,  1.95it/s]

train:  98%|█████████▊| 3437/3515 [31:38<00:39,  1.95it/s]
overall:  86%|████████▌ | 3438/4000 [31:41<04:50,  1.94it/s]

train:  98%|█████████▊| 3438/3515 [31:39<00:39,  1.94it/s]
overall:  86%|████████▌ | 3439/4000 [31:42<04:49,  1.94it/s]

train:  98%|█████████▊| 3439/3515 [31:39<00:39,  1.94it/s]train loss: 1.7040064334869385
train per: 0.5200724418955629

overall:  86%|████████▌ | 3440/4000 [31:42<04:46,  1.95it/s]

train:  98%|█████████▊| 3440/3515 [31:40<00:38,  1.95it/s]
overall:  86%|████████▌ | 3441/4000 [31:43<03:58,  2.35it/s]

train:  98%|█████████▊| 3441/3515 [31:40<00:31,  2.35it/s]
overall:  86%|████████▌ | 3442/4000 [31:43<03:08,  2.96it/s]

train:  98%|█████████▊| 3442/3515 [31:40<00:24,  2.96it/s]
overall:  86%|████████▌ | 3443/4000 [31:43<03:49,  2.43it/s]

train:  98%|█████████▊| 3443/3515 [31:41<00:29,  2.43it/s]
overall:  86%|████████▌ | 3444/4000 [31:44<03:47,  2.45it/s]

train:  98%|█████████▊| 3444/3515 [31:41<00:29,  2.45it/s]
overall:  86%|████████▌ | 3445/4000 [31:44<03:54,  2.37it/s]

train:  98%|█████████▊| 3445/3515 [31:42<00:29,  2.37it/s]
overall:  86%|████████▌ | 3446/4000 [31:45<03:56,  2.34it/s]

train:  98%|█████████▊| 3446/3515 [31:42<00:29,  2.34it/s]
overall:  86%|████████▌ | 3447/4000 [31:45<04:00,  2.30it/s]

train:  98%|█████████▊| 3447/3515 [31:43<00:29,  2.30it/s]
overall:  86%|████████▌ | 3448/4000 [31:46<04:15,  2.16it/s]

train:  98%|█████████▊| 3448/3515 [31:43<00:31,  2.16it/s]
overall:  86%|████████▌ | 3449/4000 [31:46<04:19,  2.13it/s]

train:  98%|█████████▊| 3449/3515 [31:44<00:31,  2.13it/s]
overall:  86%|████████▋ | 3450/4000 [31:47<04:20,  2.11it/s]

train:  98%|█████████▊| 3450/3515 [31:44<00:30,  2.11it/s]
overall:  86%|████████▋ | 3451/4000 [31:47<03:31,  2.60it/s]

train:  98%|█████████▊| 3451/3515 [31:44<00:24,  2.60it/s]
overall:  86%|████████▋ | 3452/4000 [31:47<03:51,  2.37it/s]

train:  98%|█████████▊| 3452/3515 [31:45<00:26,  2.37it/s]
overall:  86%|████████▋ | 3453/4000 [31:48<04:16,  2.13it/s]

train:  98%|█████████▊| 3453/3515 [31:45<00:29,  2.13it/s]
overall:  86%|████████▋ | 3454/4000 [31:48<04:22,  2.08it/s]

train:  98%|█████████▊| 3454/3515 [31:46<00:29,  2.08it/s]
overall:  86%|████████▋ | 3455/4000 [31:49<04:27,  2.04it/s]

train:  98%|█████████▊| 3455/3515 [31:46<00:29,  2.04it/s]
overall:  86%|████████▋ | 3456/4000 [31:49<04:23,  2.07it/s]

train:  98%|█████████▊| 3456/3515 [31:47<00:28,  2.07it/s]
overall:  86%|████████▋ | 3457/4000 [31:50<04:20,  2.09it/s]

train:  98%|█████████▊| 3457/3515 [31:47<00:27,  2.09it/s]
overall:  86%|████████▋ | 3458/4000 [31:50<04:47,  1.89it/s]

train:  98%|█████████▊| 3458/3515 [31:48<00:30,  1.89it/s]
overall:  86%|████████▋ | 3459/4000 [31:51<04:46,  1.89it/s]

train:  98%|█████████▊| 3459/3515 [31:48<00:29,  1.89it/s]train loss: 1.7114951610565186
train per: 0.5196913105569593

overall:  86%|████████▋ | 3460/4000 [31:51<04:40,  1.92it/s]

train:  98%|█████████▊| 3460/3515 [31:49<00:28,  1.92it/s]
overall:  87%|████████▋ | 3461/4000 [31:52<04:42,  1.91it/s]

train:  98%|█████████▊| 3461/3515 [31:50<00:28,  1.91it/s]
overall:  87%|████████▋ | 3462/4000 [31:53<04:41,  1.91it/s]

train:  98%|█████████▊| 3462/3515 [31:50<00:27,  1.91it/s]
overall:  87%|████████▋ | 3463/4000 [31:53<04:38,  1.93it/s]

train:  99%|█████████▊| 3463/3515 [31:51<00:26,  1.93it/s]
overall:  87%|████████▋ | 3464/4000 [31:54<04:33,  1.96it/s]

train:  99%|█████████▊| 3464/3515 [31:51<00:25,  1.96it/s]
overall:  87%|████████▋ | 3465/4000 [31:54<04:28,  1.99it/s]

train:  99%|█████████▊| 3465/3515 [31:52<00:25,  1.99it/s]
overall:  87%|████████▋ | 3466/4000 [31:54<04:01,  2.21it/s]

train:  99%|█████████▊| 3466/3515 [31:52<00:22,  2.21it/s]
overall:  87%|████████▋ | 3467/4000 [31:55<04:19,  2.06it/s]

train:  99%|█████████▊| 3467/3515 [31:52<00:23,  2.06it/s]
overall:  87%|████████▋ | 3468/4000 [31:55<04:25,  2.00it/s]

train:  99%|█████████▊| 3468/3515 [31:53<00:23,  2.00it/s]
overall:  87%|████████▋ | 3469/4000 [31:56<04:29,  1.97it/s]

train:  99%|█████████▊| 3469/3515 [31:53<00:23,  1.97it/s]
overall:  87%|████████▋ | 3470/4000 [31:57<04:31,  1.95it/s]

train:  99%|█████████▊| 3470/3515 [31:54<00:23,  1.95it/s]
overall:  87%|████████▋ | 3471/4000 [31:57<04:32,  1.94it/s]

train:  99%|█████████▊| 3471/3515 [31:55<00:22,  1.94it/s]
overall:  87%|████████▋ | 3472/4000 [31:58<04:31,  1.94it/s]

train:  99%|█████████▉| 3472/3515 [31:55<00:22,  1.94it/s]
overall:  87%|████████▋ | 3473/4000 [31:58<04:27,  1.97it/s]

train:  99%|█████████▉| 3473/3515 [31:56<00:21,  1.97it/s]
overall:  87%|████████▋ | 3474/4000 [31:59<04:28,  1.96it/s]

train:  99%|█████████▉| 3474/3515 [31:56<00:20,  1.96it/s]
overall:  87%|████████▋ | 3475/4000 [31:59<04:11,  2.09it/s]

train:  99%|█████████▉| 3475/3515 [31:56<00:19,  2.09it/s]
overall:  87%|████████▋ | 3476/4000 [31:59<04:16,  2.05it/s]

train:  99%|█████████▉| 3476/3515 [31:57<00:19,  2.05it/s]
overall:  87%|████████▋ | 3477/4000 [32:00<04:33,  1.91it/s]

train:  99%|█████████▉| 3477/3515 [31:58<00:19,  1.91it/s]
overall:  87%|████████▋ | 3478/4000 [32:01<04:22,  1.99it/s]

train:  99%|█████████▉| 3478/3515 [31:58<00:18,  1.99it/s]
overall:  87%|████████▋ | 3479/4000 [32:01<04:13,  2.06it/s]

train:  99%|█████████▉| 3479/3515 [31:58<00:17,  2.06it/s]train loss: 1.6637840270996094
train per: 0.5099864083484992

overall:  87%|████████▋ | 3480/4000 [32:01<04:03,  2.14it/s]

train:  99%|█████████▉| 3480/3515 [31:59<00:16,  2.13it/s]
overall:  87%|████████▋ | 3481/4000 [32:02<04:06,  2.10it/s]

train:  99%|█████████▉| 3481/3515 [31:59<00:16,  2.10it/s]
overall:  87%|████████▋ | 3482/4000 [32:03<04:31,  1.91it/s]

train:  99%|█████████▉| 3482/3515 [32:00<00:17,  1.91it/s]
overall:  87%|████████▋ | 3483/4000 [32:03<04:25,  1.95it/s]

train:  99%|█████████▉| 3483/3515 [32:01<00:16,  1.95it/s]
overall:  87%|████████▋ | 3484/4000 [32:03<03:33,  2.41it/s]

train:  99%|█████████▉| 3484/3515 [32:01<00:12,  2.42it/s]
overall:  87%|████████▋ | 3485/4000 [32:04<03:30,  2.44it/s]

train:  99%|█████████▉| 3485/3515 [32:01<00:12,  2.44it/s]
overall:  87%|████████▋ | 3486/4000 [32:04<03:44,  2.29it/s]

train:  99%|█████████▉| 3486/3515 [32:02<00:12,  2.29it/s]
overall:  87%|████████▋ | 3487/4000 [32:05<03:51,  2.21it/s]

train:  99%|█████████▉| 3487/3515 [32:02<00:12,  2.21it/s]
overall:  87%|████████▋ | 3488/4000 [32:05<03:57,  2.16it/s]

train:  99%|█████████▉| 3488/3515 [32:03<00:12,  2.16it/s]
overall:  87%|████████▋ | 3489/4000 [32:06<04:05,  2.08it/s]

train:  99%|█████████▉| 3489/3515 [32:03<00:12,  2.08it/s]
overall:  87%|████████▋ | 3490/4000 [32:06<03:55,  2.17it/s]

train:  99%|█████████▉| 3490/3515 [32:04<00:11,  2.17it/s]
overall:  87%|████████▋ | 3491/4000 [32:07<04:14,  2.00it/s]

train:  99%|█████████▉| 3491/3515 [32:04<00:11,  2.00it/s]
overall:  87%|████████▋ | 3492/4000 [32:07<04:07,  2.06it/s]

train:  99%|█████████▉| 3492/3515 [32:05<00:11,  2.06it/s]
overall:  87%|████████▋ | 3493/4000 [32:08<04:06,  2.06it/s]

train:  99%|█████████▉| 3493/3515 [32:05<00:10,  2.06it/s]
overall:  87%|████████▋ | 3494/4000 [32:08<04:11,  2.01it/s]

train:  99%|█████████▉| 3494/3515 [32:06<00:10,  2.01it/s]
overall:  87%|████████▋ | 3495/4000 [32:09<04:13,  1.99it/s]

train:  99%|█████████▉| 3495/3515 [32:06<00:10,  1.99it/s]
overall:  87%|████████▋ | 3496/4000 [32:09<04:06,  2.04it/s]

train:  99%|█████████▉| 3496/3515 [32:07<00:09,  2.04it/s]
overall:  87%|████████▋ | 3497/4000 [32:10<04:06,  2.04it/s]

train:  99%|█████████▉| 3497/3515 [32:07<00:08,  2.04it/s]
overall:  87%|████████▋ | 3498/4000 [32:10<04:10,  2.00it/s]

train: 100%|█████████▉| 3498/3515 [32:08<00:08,  2.00it/s]
overall:  87%|████████▋ | 3499/4000 [32:11<04:10,  2.00it/s]

train: 100%|█████████▉| 3499/3515 [32:08<00:07,  2.00it/s]train loss: 1.6908588409423828
train per: 0.5157972831231292

overall:  88%|████████▊ | 3500/4000 [32:11<04:12,  1.98it/s]

train: 100%|█████████▉| 3500/3515 [32:09<00:07,  1.98it/s]
overall:  88%|████████▊ | 3501/4000 [32:12<04:11,  1.98it/s]

train: 100%|█████████▉| 3501/3515 [32:09<00:07,  1.98it/s]
overall:  88%|████████▊ | 3502/4000 [32:12<04:13,  1.97it/s]

train: 100%|█████████▉| 3502/3515 [32:10<00:06,  1.97it/s]
overall:  88%|████████▊ | 3503/4000 [32:13<04:09,  1.99it/s]

train: 100%|█████████▉| 3503/3515 [32:10<00:06,  1.99it/s]
overall:  88%|████████▊ | 3504/4000 [32:13<04:14,  1.95it/s]

train: 100%|█████████▉| 3504/3515 [32:11<00:05,  1.95it/s]
overall:  88%|████████▊ | 3505/4000 [32:14<04:17,  1.92it/s]

train: 100%|█████████▉| 3505/3515 [32:11<00:05,  1.92it/s]
overall:  88%|████████▊ | 3506/4000 [32:14<04:23,  1.88it/s]

train: 100%|█████████▉| 3506/3515 [32:12<00:04,  1.88it/s]
overall:  88%|████████▊ | 3507/4000 [32:15<04:21,  1.88it/s]

train: 100%|█████████▉| 3507/3515 [32:12<00:04,  1.88it/s]
overall:  88%|████████▊ | 3508/4000 [32:15<04:17,  1.91it/s]

train: 100%|█████████▉| 3508/3515 [32:13<00:03,  1.91it/s]
overall:  88%|████████▊ | 3509/4000 [32:16<04:12,  1.94it/s]

train: 100%|█████████▉| 3509/3515 [32:13<00:03,  1.94it/s]
overall:  88%|████████▊ | 3510/4000 [32:16<04:13,  1.94it/s]

train: 100%|█████████▉| 3510/3515 [32:14<00:02,  1.94it/s]
overall:  88%|████████▊ | 3511/4000 [32:17<04:11,  1.95it/s]

train: 100%|█████████▉| 3511/3515 [32:14<00:02,  1.95it/s]
overall:  88%|████████▊ | 3512/4000 [32:17<04:03,  2.00it/s]

train: 100%|█████████▉| 3512/3515 [32:15<00:01,  2.00it/s]
overall:  88%|████████▊ | 3513/4000 [32:18<03:52,  2.10it/s]

train: 100%|█████████▉| 3513/3515 [32:15<00:00,  2.10it/s]
overall:  88%|████████▊ | 3514/4000 [32:18<04:00,  2.02it/s]

train: 100%|█████████▉| 3514/3515 [32:16<00:00,  2.02it/s]
overall:  88%|████████▊ | 3515/4000 [32:19<03:53,  2.07it/s]

train: 100%|██████████| 3515/3515 [32:16<00:00,  2.07it/s]
train: 100%|██████████| 3515/3515 [32:16<00:00,  1.81it/s]
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.


word -> phonemes:   0%|          | 0/3515 [00:00<?, ?it/s]

word -> phonemes:   8%|▊         | 282/3515 [00:00<00:01, 2817.97it/s]

word -> phonemes:  16%|█▌        | 564/3515 [00:00<00:01, 2803.80it/s]

word -> phonemes:  24%|██▍       | 846/3515 [00:00<00:00, 2808.46it/s]

word -> phonemes:  33%|███▎      | 1144/3515 [00:00<00:00, 2872.68it/s]

word -> phonemes:  41%|████      | 1432/3515 [00:00<00:00, 2865.07it/s]

word -> phonemes:  49%|████▉     | 1719/3515 [00:00<00:00, 2834.50it/s]

word -> phonemes:  57%|█████▋    | 2009/3515 [00:00<00:00, 2852.91it/s]

word -> phonemes:  65%|██████▌   | 2295/3515 [00:00<00:00, 2843.47it/s]

word -> phonemes:  73%|███████▎  | 2580/3515 [00:00<00:00, 2826.28it/s]

word -> phonemes:  82%|████████▏ | 2870/3515 [00:01<00:00, 2847.97it/s]

word -> phonemes:  90%|████████▉ | 3155/3515 [00:01<00:00, 2794.41it/s]

word -> phonemes:  98%|█████████▊| 3435/3515 [00:01<00:00, 2754.49it/s]
word -> phonemes: 100%|██████████| 3515/3515 [00:01<00:00, 2801.70it/s]


train:   0%|          | 0/3515 [00:00<?, ?it/s]
overall:  88%|████████▊ | 3516/4000 [32:23<12:33,  1.56s/it]

train:   0%|          | 1/3515 [00:01<1:40:18,  1.71s/it]
overall:  88%|████████▊ | 3517/4000 [32:23<09:14,  1.15s/it]

train:   0%|          | 2/3515 [00:01<47:51,  1.22it/s]  
overall:  88%|████████▊ | 3518/4000 [32:23<07:28,  1.07it/s]

train:   0%|          | 3/3515 [00:02<37:22,  1.57it/s]
overall:  88%|████████▊ | 3519/4000 [32:24<06:29,  1.24it/s]

train:   0%|          | 4/3515 [00:02<34:43,  1.68it/s]train loss: 1.6953685283660889
train per: 0.5157365583564039

overall:  88%|████████▊ | 3520/4000 [32:24<05:29,  1.46it/s]

train:   0%|          | 5/3515 [00:03<30:41,  1.91it/s]
overall:  88%|████████▊ | 3521/4000 [32:25<04:44,  1.68it/s]

train:   0%|          | 6/3515 [00:03<27:47,  2.10it/s]
overall:  88%|████████▊ | 3522/4000 [32:25<03:44,  2.13it/s]

train:   0%|          | 7/3515 [00:03<22:05,  2.65it/s]
overall:  88%|████████▊ | 3523/4000 [32:25<03:54,  2.03it/s]

train:   0%|          | 8/3515 [00:04<25:11,  2.32it/s]
overall:  88%|████████▊ | 3524/4000 [32:26<03:59,  1.99it/s]

train:   0%|          | 9/3515 [00:04<26:58,  2.17it/s]
overall:  88%|████████▊ | 3525/4000 [32:26<03:40,  2.16it/s]

train:   0%|          | 10/3515 [00:05<25:21,  2.30it/s]
overall:  88%|████████▊ | 3526/4000 [32:26<02:59,  2.64it/s]

train:   0%|          | 11/3515 [00:05<20:48,  2.81it/s]
overall:  88%|████████▊ | 3527/4000 [32:27<03:20,  2.36it/s]

train:   0%|          | 12/3515 [00:05<23:53,  2.44it/s]
overall:  88%|████████▊ | 3528/4000 [32:27<03:17,  2.39it/s]

train:   0%|          | 13/3515 [00:06<23:45,  2.46it/s]
overall:  88%|████████▊ | 3529/4000 [32:28<03:31,  2.23it/s]

train:   0%|          | 14/3515 [00:06<25:43,  2.27it/s]
overall:  88%|████████▊ | 3530/4000 [32:28<03:25,  2.29it/s]

train:   0%|          | 15/3515 [00:07<25:09,  2.32it/s]
overall:  88%|████████▊ | 3531/4000 [32:29<03:30,  2.23it/s]

train:   0%|          | 16/3515 [00:07<25:59,  2.24it/s]
overall:  88%|████████▊ | 3532/4000 [32:29<03:38,  2.14it/s]

train:   0%|          | 17/3515 [00:08<27:07,  2.15it/s]
overall:  88%|████████▊ | 3533/4000 [32:30<03:29,  2.23it/s]

train:   1%|          | 18/3515 [00:08<26:00,  2.24it/s]
overall:  88%|████████▊ | 3534/4000 [32:30<03:39,  2.13it/s]

train:   1%|          | 19/3515 [00:09<27:21,  2.13it/s]
overall:  88%|████████▊ | 3535/4000 [32:31<03:43,  2.08it/s]

train:   1%|          | 20/3515 [00:09<27:57,  2.08it/s]
overall:  88%|████████▊ | 3536/4000 [32:31<03:44,  2.06it/s]

train:   1%|          | 21/3515 [00:10<28:11,  2.07it/s]
overall:  88%|████████▊ | 3537/4000 [32:31<03:01,  2.54it/s]

train:   1%|          | 22/3515 [00:10<22:51,  2.55it/s]
overall:  88%|████████▊ | 3538/4000 [32:32<03:15,  2.37it/s]

train:   1%|          | 23/3515 [00:10<24:34,  2.37it/s]
overall:  88%|████████▊ | 3539/4000 [32:32<03:29,  2.20it/s]

train:   1%|          | 24/3515 [00:11<26:26,  2.20it/s]train loss: 1.7295935153961182
train per: 0.5275326868757462

overall:  88%|████████▊ | 3540/4000 [32:33<03:50,  2.00it/s]

train:   1%|          | 25/3515 [00:12<29:08,  2.00it/s]
overall:  89%|████████▊ | 3541/4000 [32:34<03:53,  1.97it/s]

train:   1%|          | 26/3515 [00:12<29:33,  1.97it/s]
overall:  89%|████████▊ | 3542/4000 [32:34<03:50,  1.99it/s]

train:   1%|          | 27/3515 [00:13<29:14,  1.99it/s]
overall:  89%|████████▊ | 3543/4000 [32:34<03:07,  2.44it/s]

train:   1%|          | 28/3515 [00:13<23:47,  2.44it/s]
overall:  89%|████████▊ | 3544/4000 [32:35<03:19,  2.28it/s]

train:   1%|          | 29/3515 [00:13<25:28,  2.28it/s]
overall:  89%|████████▊ | 3545/4000 [32:35<02:44,  2.77it/s]

train:   1%|          | 30/3515 [00:13<20:57,  2.77it/s]
overall:  89%|████████▊ | 3546/4000 [32:35<03:04,  2.45it/s]

train:   1%|          | 31/3515 [00:14<23:39,  2.45it/s]
overall:  89%|████████▊ | 3547/4000 [32:36<03:19,  2.27it/s]

train:   1%|          | 32/3515 [00:14<25:35,  2.27it/s]
overall:  89%|████████▊ | 3548/4000 [32:36<03:28,  2.17it/s]

train:   1%|          | 33/3515 [00:15<26:45,  2.17it/s]
overall:  89%|████████▊ | 3549/4000 [32:37<03:33,  2.11it/s]

train:   1%|          | 34/3515 [00:15<27:26,  2.11it/s]
overall:  89%|████████▉ | 3550/4000 [32:37<03:30,  2.13it/s]

train:   1%|          | 35/3515 [00:16<27:10,  2.13it/s]
overall:  89%|████████▉ | 3551/4000 [32:38<03:38,  2.05it/s]

train:   1%|          | 36/3515 [00:16<28:14,  2.05it/s]
overall:  89%|████████▉ | 3552/4000 [32:39<03:51,  1.94it/s]

train:   1%|          | 37/3515 [00:17<29:56,  1.94it/s]
overall:  89%|████████▉ | 3553/4000 [32:39<03:50,  1.94it/s]

train:   1%|          | 38/3515 [00:18<29:56,  1.94it/s]
overall:  89%|████████▉ | 3554/4000 [32:40<03:49,  1.94it/s]

train:   1%|          | 39/3515 [00:18<29:50,  1.94it/s]
overall:  89%|████████▉ | 3555/4000 [32:40<03:06,  2.39it/s]

train:   1%|          | 40/3515 [00:18<24:13,  2.39it/s]
overall:  89%|████████▉ | 3556/4000 [32:40<03:14,  2.28it/s]

train:   1%|          | 41/3515 [00:19<25:23,  2.28it/s]
overall:  89%|████████▉ | 3557/4000 [32:41<03:22,  2.19it/s]

train:   1%|          | 42/3515 [00:19<26:29,  2.19it/s]
overall:  89%|████████▉ | 3558/4000 [32:41<03:28,  2.12it/s]

train:   1%|          | 43/3515 [00:20<27:17,  2.12it/s]
overall:  89%|████████▉ | 3559/4000 [32:42<02:59,  2.46it/s]

train:   1%|▏         | 44/3515 [00:20<23:32,  2.46it/s]train loss: 1.7354545593261719
train per: 0.5221209736781989

overall:  89%|████████▉ | 3560/4000 [32:42<03:13,  2.27it/s]

train:   1%|▏         | 45/3515 [00:21<25:30,  2.27it/s]
overall:  89%|████████▉ | 3561/4000 [32:43<03:23,  2.16it/s]

train:   1%|▏         | 46/3515 [00:21<26:48,  2.16it/s]
overall:  89%|████████▉ | 3562/4000 [32:43<03:31,  2.07it/s]

train:   1%|▏         | 47/3515 [00:22<27:52,  2.07it/s]
overall:  89%|████████▉ | 3563/4000 [32:43<03:05,  2.35it/s]

train:   1%|▏         | 48/3515 [00:22<24:35,  2.35it/s]
overall:  89%|████████▉ | 3564/4000 [32:44<03:38,  2.00it/s]

train:   1%|▏         | 49/3515 [00:23<28:53,  2.00it/s]
overall:  89%|████████▉ | 3565/4000 [32:44<03:04,  2.36it/s]

train:   1%|▏         | 50/3515 [00:23<24:29,  2.36it/s]
overall:  89%|████████▉ | 3566/4000 [32:45<03:15,  2.22it/s]

train:   1%|▏         | 51/3515 [00:23<25:59,  2.22it/s]
overall:  89%|████████▉ | 3567/4000 [32:45<03:17,  2.19it/s]

train:   1%|▏         | 52/3515 [00:24<26:19,  2.19it/s]
overall:  89%|████████▉ | 3568/4000 [32:45<02:40,  2.69it/s]

train:   2%|▏         | 53/3515 [00:24<21:28,  2.69it/s]
overall:  89%|████████▉ | 3569/4000 [32:46<02:56,  2.45it/s]

train:   2%|▏         | 54/3515 [00:24<23:34,  2.45it/s]
overall:  89%|████████▉ | 3570/4000 [32:46<03:06,  2.31it/s]

train:   2%|▏         | 55/3515 [00:25<24:59,  2.31it/s]
overall:  89%|████████▉ | 3571/4000 [32:47<03:15,  2.19it/s]

train:   2%|▏         | 56/3515 [00:25<26:18,  2.19it/s]
overall:  89%|████████▉ | 3572/4000 [32:47<03:24,  2.09it/s]

train:   2%|▏         | 57/3515 [00:26<27:30,  2.09it/s]
overall:  89%|████████▉ | 3573/4000 [32:48<03:26,  2.07it/s]

train:   2%|▏         | 58/3515 [00:26<27:51,  2.07it/s]
overall:  89%|████████▉ | 3574/4000 [32:48<03:30,  2.02it/s]

train:   2%|▏         | 59/3515 [00:27<28:27,  2.02it/s]
overall:  89%|████████▉ | 3575/4000 [32:49<03:32,  2.00it/s]

train:   2%|▏         | 60/3515 [00:27<28:46,  2.00it/s]
overall:  89%|████████▉ | 3576/4000 [32:50<03:50,  1.84it/s]

train:   2%|▏         | 61/3515 [00:28<31:20,  1.84it/s]
overall:  89%|████████▉ | 3577/4000 [32:50<03:40,  1.92it/s]

train:   2%|▏         | 62/3515 [00:29<29:58,  1.92it/s]
overall:  89%|████████▉ | 3578/4000 [32:51<03:39,  1.93it/s]

train:   2%|▏         | 63/3515 [00:29<29:52,  1.93it/s]
overall:  89%|████████▉ | 3579/4000 [32:51<03:41,  1.90it/s]

train:   2%|▏         | 64/3515 [00:30<30:12,  1.90it/s]train loss: 1.72183358669281
train per: 0.5174468085106383

overall:  90%|████████▉ | 3580/4000 [32:52<03:41,  1.89it/s]

train:   2%|▏         | 65/3515 [00:30<30:21,  1.89it/s]
overall:  90%|████████▉ | 3581/4000 [32:52<03:40,  1.90it/s]

train:   2%|▏         | 66/3515 [00:31<30:12,  1.90it/s]
overall:  90%|████████▉ | 3582/4000 [32:53<03:40,  1.90it/s]

train:   2%|▏         | 67/3515 [00:31<30:18,  1.90it/s]
overall:  90%|████████▉ | 3583/4000 [32:53<03:34,  1.94it/s]

train:   2%|▏         | 68/3515 [00:32<29:34,  1.94it/s]
overall:  90%|████████▉ | 3584/4000 [32:53<02:59,  2.32it/s]

train:   2%|▏         | 69/3515 [00:32<24:42,  2.32it/s]
overall:  90%|████████▉ | 3585/4000 [32:54<02:17,  3.01it/s]

train:   2%|▏         | 70/3515 [00:32<19:03,  3.01it/s]
overall:  90%|████████▉ | 3586/4000 [32:54<02:39,  2.60it/s]

train:   2%|▏         | 71/3515 [00:33<22:06,  2.60it/s]
overall:  90%|████████▉ | 3587/4000 [32:55<02:54,  2.37it/s]

train:   2%|▏         | 72/3515 [00:33<24:12,  2.37it/s]
overall:  90%|████████▉ | 3588/4000 [32:55<03:22,  2.03it/s]

train:   2%|▏         | 73/3515 [00:34<28:12,  2.03it/s]
overall:  90%|████████▉ | 3589/4000 [32:56<03:27,  1.98it/s]

train:   2%|▏         | 74/3515 [00:34<28:54,  1.98it/s]
overall:  90%|████████▉ | 3590/4000 [32:56<03:27,  1.98it/s]

train:   2%|▏         | 75/3515 [00:35<29:00,  1.98it/s]
overall:  90%|████████▉ | 3591/4000 [32:57<03:18,  2.06it/s]

train:   2%|▏         | 76/3515 [00:35<27:50,  2.06it/s]
overall:  90%|████████▉ | 3592/4000 [32:57<03:09,  2.15it/s]

train:   2%|▏         | 77/3515 [00:36<26:38,  2.15it/s]
overall:  90%|████████▉ | 3593/4000 [32:58<03:16,  2.07it/s]

train:   2%|▏         | 78/3515 [00:36<27:37,  2.07it/s]
overall:  90%|████████▉ | 3594/4000 [32:58<03:16,  2.07it/s]

train:   2%|▏         | 79/3515 [00:37<27:39,  2.07it/s]
overall:  90%|████████▉ | 3595/4000 [32:59<03:02,  2.22it/s]

train:   2%|▏         | 80/3515 [00:37<25:49,  2.22it/s]
overall:  90%|████████▉ | 3596/4000 [32:59<03:01,  2.22it/s]

train:   2%|▏         | 81/3515 [00:37<25:45,  2.22it/s]
overall:  90%|████████▉ | 3597/4000 [32:59<03:09,  2.12it/s]

train:   2%|▏         | 82/3515 [00:38<26:58,  2.12it/s]
overall:  90%|████████▉ | 3598/4000 [33:00<03:07,  2.14it/s]

train:   2%|▏         | 83/3515 [00:38<26:41,  2.14it/s]
overall:  90%|████████▉ | 3599/4000 [33:00<02:59,  2.24it/s]

train:   2%|▏         | 84/3515 [00:39<25:31,  2.24it/s]train loss: 1.7255351543426514
train per: 0.5242285163678779

overall:  90%|█████████ | 3600/4000 [33:01<03:26,  1.94it/s]

train:   2%|▏         | 85/3515 [00:40<29:28,  1.94it/s]
overall:  90%|█████████ | 3601/4000 [33:02<03:25,  1.94it/s]

train:   2%|▏         | 86/3515 [00:40<29:25,  1.94it/s]
overall:  90%|█████████ | 3602/4000 [33:02<03:18,  2.01it/s]

train:   2%|▏         | 87/3515 [00:40<28:28,  2.01it/s]
overall:  90%|█████████ | 3603/4000 [33:03<03:21,  1.97it/s]

train:   3%|▎         | 88/3515 [00:41<28:58,  1.97it/s]
overall:  90%|█████████ | 3604/4000 [33:03<03:21,  1.97it/s]

train:   3%|▎         | 89/3515 [00:42<29:02,  1.97it/s]
overall:  90%|█████████ | 3605/4000 [33:03<02:34,  2.56it/s]

train:   3%|▎         | 90/3515 [00:42<22:15,  2.56it/s]
overall:  90%|█████████ | 3606/4000 [33:04<02:34,  2.55it/s]

train:   3%|▎         | 91/3515 [00:42<22:21,  2.55it/s]
overall:  90%|█████████ | 3607/4000 [33:04<02:45,  2.38it/s]

train:   3%|▎         | 92/3515 [00:43<24:01,  2.38it/s]
overall:  90%|█████████ | 3608/4000 [33:04<02:38,  2.47it/s]

train:   3%|▎         | 93/3515 [00:43<23:04,  2.47it/s]
overall:  90%|█████████ | 3609/4000 [33:05<02:45,  2.37it/s]

train:   3%|▎         | 94/3515 [00:43<24:06,  2.37it/s]
overall:  90%|█████████ | 3610/4000 [33:05<02:52,  2.26it/s]

train:   3%|▎         | 95/3515 [00:44<25:14,  2.26it/s]
overall:  90%|█████████ | 3611/4000 [33:06<03:00,  2.15it/s]

train:   3%|▎         | 96/3515 [00:44<26:27,  2.15it/s]
overall:  90%|█████████ | 3612/4000 [33:06<03:17,  1.96it/s]

train:   3%|▎         | 97/3515 [00:45<29:03,  1.96it/s]
overall:  90%|█████████ | 3613/4000 [33:07<03:11,  2.02it/s]

train:   3%|▎         | 98/3515 [00:45<28:09,  2.02it/s]
overall:  90%|█████████ | 3614/4000 [33:07<03:09,  2.03it/s]

train:   3%|▎         | 99/3515 [00:46<28:01,  2.03it/s]
overall:  90%|█████████ | 3615/4000 [33:08<03:13,  1.99it/s]

train:   3%|▎         | 100/3515 [00:46<28:38,  1.99it/s]
overall:  90%|█████████ | 3616/4000 [33:08<03:15,  1.96it/s]

train:   3%|▎         | 101/3515 [00:47<28:57,  1.96it/s]
overall:  90%|█████████ | 3617/4000 [33:09<03:13,  1.98it/s]

train:   3%|▎         | 102/3515 [00:47<28:41,  1.98it/s]
overall:  90%|█████████ | 3618/4000 [33:10<03:16,  1.95it/s]

train:   3%|▎         | 103/3515 [00:48<29:11,  1.95it/s]
overall:  90%|█████████ | 3619/4000 [33:10<03:15,  1.95it/s]

train:   3%|▎         | 104/3515 [00:49<29:07,  1.95it/s]train loss: 1.7285356521606445
train per: 0.5230227250173662

overall:  90%|█████████ | 3620/4000 [33:11<03:16,  1.93it/s]

train:   3%|▎         | 105/3515 [00:49<29:24,  1.93it/s]
overall:  91%|█████████ | 3621/4000 [33:11<03:16,  1.93it/s]

train:   3%|▎         | 106/3515 [00:50<29:30,  1.93it/s]
overall:  91%|█████████ | 3622/4000 [33:12<03:12,  1.97it/s]

train:   3%|▎         | 107/3515 [00:50<28:53,  1.97it/s]
overall:  91%|█████████ | 3623/4000 [33:12<03:12,  1.96it/s]

train:   3%|▎         | 108/3515 [00:51<28:55,  1.96it/s]
overall:  91%|█████████ | 3624/4000 [33:13<03:26,  1.82it/s]

train:   3%|▎         | 109/3515 [00:51<31:11,  1.82it/s]
overall:  91%|█████████ | 3625/4000 [33:13<03:23,  1.84it/s]

train:   3%|▎         | 110/3515 [00:52<30:47,  1.84it/s]
overall:  91%|█████████ | 3626/4000 [33:14<03:10,  1.96it/s]

train:   3%|▎         | 111/3515 [00:52<28:58,  1.96it/s]
overall:  91%|█████████ | 3627/4000 [33:14<03:12,  1.94it/s]

train:   3%|▎         | 112/3515 [00:53<29:13,  1.94it/s]
overall:  91%|█████████ | 3628/4000 [33:14<02:34,  2.40it/s]

train:   3%|▎         | 113/3515 [00:53<23:34,  2.40it/s]
overall:  91%|█████████ | 3629/4000 [33:15<02:43,  2.27it/s]

train:   3%|▎         | 114/3515 [00:53<24:56,  2.27it/s]
overall:  91%|█████████ | 3630/4000 [33:15<02:49,  2.19it/s]

train:   3%|▎         | 115/3515 [00:54<25:53,  2.19it/s]
overall:  91%|█████████ | 3631/4000 [33:16<02:46,  2.22it/s]

train:   3%|▎         | 116/3515 [00:54<25:30,  2.22it/s]
overall:  91%|█████████ | 3632/4000 [33:16<02:50,  2.16it/s]

train:   3%|▎         | 117/3515 [00:55<26:14,  2.16it/s]
overall:  91%|█████████ | 3633/4000 [33:17<02:55,  2.09it/s]

train:   3%|▎         | 118/3515 [00:55<27:06,  2.09it/s]
overall:  91%|█████████ | 3634/4000 [33:17<02:58,  2.05it/s]

train:   3%|▎         | 119/3515 [00:56<27:38,  2.05it/s]
overall:  91%|█████████ | 3635/4000 [33:18<03:00,  2.02it/s]

train:   3%|▎         | 120/3515 [00:56<27:57,  2.02it/s]
overall:  91%|█████████ | 3636/4000 [33:18<03:13,  1.88it/s]

train:   3%|▎         | 121/3515 [00:57<30:04,  1.88it/s]
overall:  91%|█████████ | 3637/4000 [33:19<03:12,  1.88it/s]

train:   3%|▎         | 122/3515 [00:57<30:00,  1.88it/s]
overall:  91%|█████████ | 3638/4000 [33:19<03:07,  1.93it/s]

train:   3%|▎         | 123/3515 [00:58<29:14,  1.93it/s]
overall:  91%|█████████ | 3639/4000 [33:20<03:08,  1.92it/s]

train:   4%|▎         | 124/3515 [00:58<29:26,  1.92it/s]train loss: 1.688349962234497
train per: 0.5184165232358003

overall:  91%|█████████ | 3640/4000 [33:21<03:06,  1.93it/s]

train:   4%|▎         | 125/3515 [00:59<29:21,  1.92it/s]
overall:  91%|█████████ | 3641/4000 [33:21<03:05,  1.93it/s]

train:   4%|▎         | 126/3515 [01:00<29:14,  1.93it/s]
overall:  91%|█████████ | 3642/4000 [33:22<03:05,  1.93it/s]

train:   4%|▎         | 127/3515 [01:00<29:14,  1.93it/s]
overall:  91%|█████████ | 3643/4000 [33:22<03:03,  1.95it/s]

train:   4%|▎         | 128/3515 [01:01<28:57,  1.95it/s]
overall:  91%|█████████ | 3644/4000 [33:23<03:00,  1.97it/s]

train:   4%|▎         | 129/3515 [01:01<28:36,  1.97it/s]
overall:  91%|█████████ | 3645/4000 [33:23<02:59,  1.98it/s]

train:   4%|▎         | 130/3515 [01:02<28:32,  1.98it/s]
overall:  91%|█████████ | 3646/4000 [33:24<03:02,  1.94it/s]

train:   4%|▎         | 131/3515 [01:02<29:02,  1.94it/s]
overall:  91%|█████████ | 3647/4000 [33:24<02:41,  2.19it/s]

train:   4%|▍         | 132/3515 [01:02<25:44,  2.19it/s]
overall:  91%|█████████ | 3648/4000 [33:24<02:37,  2.23it/s]

train:   4%|▍         | 133/3515 [01:03<25:15,  2.23it/s]
overall:  91%|█████████ | 3649/4000 [33:25<02:40,  2.19it/s]

train:   4%|▍         | 134/3515 [01:03<25:46,  2.19it/s]
overall:  91%|█████████▏| 3650/4000 [33:25<02:31,  2.32it/s]

train:   4%|▍         | 135/3515 [01:04<24:19,  2.32it/s]
overall:  91%|█████████▏| 3651/4000 [33:25<02:15,  2.58it/s]

train:   4%|▍         | 136/3515 [01:04<21:49,  2.58it/s]
overall:  91%|█████████▏| 3652/4000 [33:26<02:25,  2.39it/s]

train:   4%|▍         | 137/3515 [01:04<23:33,  2.39it/s]
overall:  91%|█████████▏| 3653/4000 [33:26<02:36,  2.21it/s]

train:   4%|▍         | 138/3515 [01:05<25:24,  2.21it/s]
overall:  91%|█████████▏| 3654/4000 [33:27<01:59,  2.89it/s]

train:   4%|▍         | 139/3515 [01:05<19:28,  2.89it/s]
overall:  91%|█████████▏| 3655/4000 [33:27<02:15,  2.54it/s]

train:   4%|▍         | 140/3515 [01:06<22:10,  2.54it/s]
overall:  91%|█████████▏| 3656/4000 [33:28<02:29,  2.30it/s]

train:   4%|▍         | 141/3515 [01:06<24:24,  2.30it/s]
overall:  91%|█████████▏| 3657/4000 [33:28<02:38,  2.17it/s]

train:   4%|▍         | 142/3515 [01:07<25:57,  2.17it/s]
overall:  91%|█████████▏| 3658/4000 [33:29<02:40,  2.13it/s]

train:   4%|▍         | 143/3515 [01:07<26:26,  2.13it/s]
overall:  91%|█████████▏| 3659/4000 [33:29<02:42,  2.10it/s]

train:   4%|▍         | 144/3515 [01:08<26:42,  2.10it/s]train loss: 1.7108891010284424
train per: 0.5225381591709632

overall:  92%|█████████▏| 3660/4000 [33:30<02:53,  1.96it/s]

train:   4%|▍         | 145/3515 [01:08<28:41,  1.96it/s]
overall:  92%|█████████▏| 3661/4000 [33:30<02:51,  1.98it/s]

train:   4%|▍         | 146/3515 [01:09<28:23,  1.98it/s]
overall:  92%|█████████▏| 3662/4000 [33:31<02:50,  1.98it/s]

train:   4%|▍         | 147/3515 [01:09<28:19,  1.98it/s]
overall:  92%|█████████▏| 3663/4000 [33:31<02:12,  2.55it/s]

train:   4%|▍         | 148/3515 [01:09<22:02,  2.55it/s]
overall:  92%|█████████▏| 3664/4000 [33:31<02:26,  2.30it/s]

train:   4%|▍         | 149/3515 [01:10<24:23,  2.30it/s]
overall:  92%|█████████▏| 3665/4000 [33:32<02:33,  2.18it/s]

train:   4%|▍         | 150/3515 [01:10<25:43,  2.18it/s]
overall:  92%|█████████▏| 3666/4000 [33:32<02:38,  2.11it/s]

train:   4%|▍         | 151/3515 [01:11<26:34,  2.11it/s]
overall:  92%|█████████▏| 3667/4000 [33:33<02:09,  2.58it/s]

train:   4%|▍         | 152/3515 [01:11<21:42,  2.58it/s]
overall:  92%|█████████▏| 3668/4000 [33:33<01:40,  3.29it/s]

train:   4%|▍         | 153/3515 [01:11<17:02,  3.29it/s]
overall:  92%|█████████▏| 3669/4000 [33:33<01:59,  2.77it/s]

train:   4%|▍         | 154/3515 [01:12<20:12,  2.77it/s]
overall:  92%|█████████▏| 3670/4000 [33:34<02:16,  2.41it/s]

train:   4%|▍         | 155/3515 [01:12<23:14,  2.41it/s]
overall:  92%|█████████▏| 3671/4000 [33:34<02:27,  2.23it/s]

train:   4%|▍         | 156/3515 [01:13<25:09,  2.23it/s]
overall:  92%|█████████▏| 3672/4000 [33:35<02:46,  1.97it/s]

train:   4%|▍         | 157/3515 [01:13<28:26,  1.97it/s]
overall:  92%|█████████▏| 3673/4000 [33:35<02:08,  2.54it/s]

train:   4%|▍         | 158/3515 [01:14<22:02,  2.54it/s]
overall:  92%|█████████▏| 3674/4000 [33:36<02:19,  2.34it/s]

train:   5%|▍         | 159/3515 [01:14<23:57,  2.33it/s]
overall:  92%|█████████▏| 3675/4000 [33:36<02:28,  2.18it/s]

train:   5%|▍         | 160/3515 [01:15<25:37,  2.18it/s]
overall:  92%|█████████▏| 3676/4000 [33:37<02:33,  2.11it/s]

train:   5%|▍         | 161/3515 [01:15<26:25,  2.11it/s]
overall:  92%|█████████▏| 3677/4000 [33:37<02:31,  2.13it/s]

train:   5%|▍         | 162/3515 [01:16<26:10,  2.13it/s]
overall:  92%|█████████▏| 3678/4000 [33:38<02:34,  2.09it/s]

train:   5%|▍         | 163/3515 [01:16<26:47,  2.09it/s]
overall:  92%|█████████▏| 3679/4000 [33:38<02:36,  2.06it/s]

train:   5%|▍         | 164/3515 [01:17<27:09,  2.06it/s]train loss: 1.741357445716858
train per: 0.5273079274505807

overall:  92%|█████████▏| 3680/4000 [33:39<02:37,  2.04it/s]

train:   5%|▍         | 165/3515 [01:17<27:24,  2.04it/s]
overall:  92%|█████████▏| 3681/4000 [33:39<02:41,  1.98it/s]

train:   5%|▍         | 166/3515 [01:18<28:14,  1.98it/s]
overall:  92%|█████████▏| 3682/4000 [33:39<02:09,  2.45it/s]

train:   5%|▍         | 167/3515 [01:18<22:45,  2.45it/s]
overall:  92%|█████████▏| 3683/4000 [33:40<02:18,  2.29it/s]

train:   5%|▍         | 168/3515 [01:18<24:21,  2.29it/s]
overall:  92%|█████████▏| 3684/4000 [33:40<02:35,  2.04it/s]

train:   5%|▍         | 169/3515 [01:19<27:23,  2.04it/s]
overall:  92%|█████████▏| 3685/4000 [33:41<02:31,  2.08it/s]

train:   5%|▍         | 170/3515 [01:19<26:49,  2.08it/s]
overall:  92%|█████████▏| 3686/4000 [33:41<02:31,  2.08it/s]

train:   5%|▍         | 171/3515 [01:20<26:51,  2.08it/s]
overall:  92%|█████████▏| 3687/4000 [33:42<02:21,  2.22it/s]

train:   5%|▍         | 172/3515 [01:20<25:08,  2.22it/s]
overall:  92%|█████████▏| 3688/4000 [33:42<02:19,  2.24it/s]

train:   5%|▍         | 173/3515 [01:21<24:49,  2.24it/s]
overall:  92%|█████████▏| 3689/4000 [33:43<02:24,  2.15it/s]

train:   5%|▍         | 174/3515 [01:21<25:53,  2.15it/s]
overall:  92%|█████████▏| 3690/4000 [33:43<02:28,  2.08it/s]

train:   5%|▍         | 175/3515 [01:22<26:44,  2.08it/s]
overall:  92%|█████████▏| 3691/4000 [33:44<02:32,  2.02it/s]

train:   5%|▌         | 176/3515 [01:22<27:30,  2.02it/s]
overall:  92%|█████████▏| 3692/4000 [33:44<02:33,  2.01it/s]

train:   5%|▌         | 177/3515 [01:23<27:43,  2.01it/s]
overall:  92%|█████████▏| 3693/4000 [33:45<02:35,  1.97it/s]

train:   5%|▌         | 178/3515 [01:23<28:11,  1.97it/s]
overall:  92%|█████████▏| 3694/4000 [33:45<02:36,  1.95it/s]

train:   5%|▌         | 179/3515 [01:24<28:27,  1.95it/s]
overall:  92%|█████████▏| 3695/4000 [33:46<02:15,  2.25it/s]

train:   5%|▌         | 180/3515 [01:24<24:44,  2.25it/s]
overall:  92%|█████████▏| 3696/4000 [33:46<02:20,  2.16it/s]

train:   5%|▌         | 181/3515 [01:25<25:42,  2.16it/s]
overall:  92%|█████████▏| 3697/4000 [33:46<01:49,  2.77it/s]

train:   5%|▌         | 182/3515 [01:25<20:03,  2.77it/s]
overall:  92%|█████████▏| 3698/4000 [33:47<02:03,  2.45it/s]

train:   5%|▌         | 183/3515 [01:25<22:40,  2.45it/s]
overall:  92%|█████████▏| 3699/4000 [33:47<02:12,  2.27it/s]

train:   5%|▌         | 184/3515 [01:26<24:28,  2.27it/s]train loss: 1.7147445678710938
train per: 0.5238525478857969

overall:  92%|█████████▎| 3700/4000 [33:48<02:14,  2.22it/s]

train:   5%|▌         | 185/3515 [01:26<24:57,  2.22it/s]
overall:  93%|█████████▎| 3701/4000 [33:48<02:19,  2.14it/s]

train:   5%|▌         | 186/3515 [01:27<25:53,  2.14it/s]
overall:  93%|█████████▎| 3702/4000 [33:49<02:13,  2.24it/s]

train:   5%|▌         | 187/3515 [01:27<24:45,  2.24it/s]
overall:  93%|█████████▎| 3703/4000 [33:49<02:20,  2.12it/s]

train:   5%|▌         | 188/3515 [01:28<26:11,  2.12it/s]
overall:  93%|█████████▎| 3704/4000 [33:50<02:20,  2.10it/s]

train:   5%|▌         | 189/3515 [01:28<26:21,  2.10it/s]
overall:  93%|█████████▎| 3705/4000 [33:50<02:13,  2.21it/s]

train:   5%|▌         | 190/3515 [01:28<25:07,  2.21it/s]
overall:  93%|█████████▎| 3706/4000 [33:51<02:20,  2.10it/s]

train:   5%|▌         | 191/3515 [01:29<26:25,  2.10it/s]
overall:  93%|█████████▎| 3707/4000 [33:51<01:58,  2.47it/s]

train:   5%|▌         | 192/3515 [01:29<22:27,  2.47it/s]
overall:  93%|█████████▎| 3708/4000 [33:51<02:12,  2.20it/s]

train:   5%|▌         | 193/3515 [01:30<25:10,  2.20it/s]
overall:  93%|█████████▎| 3709/4000 [33:52<02:10,  2.24it/s]

train:   6%|▌         | 194/3515 [01:30<24:45,  2.24it/s]
overall:  93%|█████████▎| 3710/4000 [33:52<01:58,  2.45it/s]

train:   6%|▌         | 195/3515 [01:31<22:35,  2.45it/s]
overall:  93%|█████████▎| 3711/4000 [33:53<02:07,  2.27it/s]

train:   6%|▌         | 196/3515 [01:31<24:23,  2.27it/s]
overall:  93%|█████████▎| 3712/4000 [33:53<02:12,  2.17it/s]

train:   6%|▌         | 197/3515 [01:32<25:30,  2.17it/s]
overall:  93%|█████████▎| 3713/4000 [33:54<02:14,  2.13it/s]

train:   6%|▌         | 198/3515 [01:32<26:00,  2.13it/s]
overall:  93%|█████████▎| 3714/4000 [33:54<02:13,  2.14it/s]

train:   6%|▌         | 199/3515 [01:33<25:50,  2.14it/s]
overall:  93%|█████████▎| 3715/4000 [33:54<01:55,  2.46it/s]

train:   6%|▌         | 200/3515 [01:33<22:28,  2.46it/s]
overall:  93%|█████████▎| 3716/4000 [33:55<02:04,  2.28it/s]

train:   6%|▌         | 201/3515 [01:33<24:13,  2.28it/s]
overall:  93%|█████████▎| 3717/4000 [33:55<02:04,  2.28it/s]

train:   6%|▌         | 202/3515 [01:34<24:14,  2.28it/s]
overall:  93%|█████████▎| 3718/4000 [33:56<02:09,  2.18it/s]

train:   6%|▌         | 203/3515 [01:34<25:20,  2.18it/s]
overall:  93%|█████████▎| 3719/4000 [33:56<02:15,  2.07it/s]

train:   6%|▌         | 204/3515 [01:35<26:42,  2.07it/s]train loss: 1.7077888250350952
train per: 0.5164623513182894

overall:  93%|█████████▎| 3720/4000 [33:57<02:31,  1.85it/s]

train:   6%|▌         | 205/3515 [01:35<29:49,  1.85it/s]
overall:  93%|█████████▎| 3721/4000 [33:58<02:28,  1.87it/s]

train:   6%|▌         | 206/3515 [01:36<29:25,  1.87it/s]
overall:  93%|█████████▎| 3722/4000 [33:58<02:26,  1.90it/s]

train:   6%|▌         | 207/3515 [01:37<29:02,  1.90it/s]
overall:  93%|█████████▎| 3723/4000 [33:59<02:25,  1.90it/s]

train:   6%|▌         | 208/3515 [01:37<28:58,  1.90it/s]
overall:  93%|█████████▎| 3724/4000 [33:59<02:22,  1.94it/s]

train:   6%|▌         | 209/3515 [01:38<28:25,  1.94it/s]
overall:  93%|█████████▎| 3725/4000 [34:00<02:20,  1.96it/s]

train:   6%|▌         | 210/3515 [01:38<28:07,  1.96it/s]
overall:  93%|█████████▎| 3726/4000 [34:00<02:19,  1.96it/s]

train:   6%|▌         | 211/3515 [01:39<28:07,  1.96it/s]
overall:  93%|█████████▎| 3727/4000 [34:01<02:20,  1.94it/s]

train:   6%|▌         | 212/3515 [01:39<28:25,  1.94it/s]
overall:  93%|█████████▎| 3728/4000 [34:01<02:15,  2.00it/s]

train:   6%|▌         | 213/3515 [01:40<27:28,  2.00it/s]
overall:  93%|█████████▎| 3729/4000 [34:02<02:16,  1.99it/s]

train:   6%|▌         | 214/3515 [01:40<27:42,  1.99it/s]
overall:  93%|█████████▎| 3730/4000 [34:02<02:12,  2.04it/s]

train:   6%|▌         | 215/3515 [01:41<26:54,  2.04it/s]
overall:  93%|█████████▎| 3731/4000 [34:02<02:09,  2.08it/s]

train:   6%|▌         | 216/3515 [01:41<26:23,  2.08it/s]
overall:  93%|█████████▎| 3732/4000 [34:03<02:21,  1.89it/s]

train:   6%|▌         | 217/3515 [01:42<29:04,  1.89it/s]
overall:  93%|█████████▎| 3733/4000 [34:04<02:20,  1.89it/s]

train:   6%|▌         | 218/3515 [01:42<29:00,  1.89it/s]
overall:  93%|█████████▎| 3734/4000 [34:04<02:19,  1.91it/s]

train:   6%|▌         | 219/3515 [01:43<28:47,  1.91it/s]
overall:  93%|█████████▎| 3735/4000 [34:05<02:17,  1.93it/s]

train:   6%|▋         | 220/3515 [01:43<28:27,  1.93it/s]
overall:  93%|█████████▎| 3736/4000 [34:05<02:16,  1.94it/s]

train:   6%|▋         | 221/3515 [01:44<28:20,  1.94it/s]
overall:  93%|█████████▎| 3737/4000 [34:06<02:13,  1.97it/s]

train:   6%|▋         | 222/3515 [01:44<27:50,  1.97it/s]
overall:  93%|█████████▎| 3738/4000 [34:06<02:10,  2.01it/s]

train:   6%|▋         | 223/3515 [01:45<27:21,  2.01it/s]
overall:  93%|█████████▎| 3739/4000 [34:07<02:05,  2.07it/s]

train:   6%|▋         | 224/3515 [01:45<26:28,  2.07it/s]train loss: 1.712145209312439
train per: 0.5223784024988845

overall:  94%|█████████▎| 3740/4000 [34:07<02:09,  2.01it/s]

train:   6%|▋         | 225/3515 [01:46<27:14,  2.01it/s]
overall:  94%|█████████▎| 3741/4000 [34:08<02:08,  2.01it/s]

train:   6%|▋         | 226/3515 [01:46<27:13,  2.01it/s]
overall:  94%|█████████▎| 3742/4000 [34:08<01:44,  2.48it/s]

train:   6%|▋         | 227/3515 [01:46<22:07,  2.48it/s]
overall:  94%|█████████▎| 3743/4000 [34:08<01:43,  2.48it/s]

train:   6%|▋         | 228/3515 [01:47<22:07,  2.48it/s]
overall:  94%|█████████▎| 3744/4000 [34:09<01:59,  2.15it/s]

train:   7%|▋         | 229/3515 [01:47<25:31,  2.15it/s]
overall:  94%|█████████▎| 3745/4000 [34:09<01:58,  2.15it/s]

train:   7%|▋         | 230/3515 [01:48<25:30,  2.15it/s]
overall:  94%|█████████▎| 3746/4000 [34:10<02:00,  2.10it/s]

train:   7%|▋         | 231/3515 [01:48<26:03,  2.10it/s]
overall:  94%|█████████▎| 3747/4000 [34:10<01:59,  2.11it/s]

train:   7%|▋         | 232/3515 [01:49<25:54,  2.11it/s]
overall:  94%|█████████▎| 3748/4000 [34:11<01:47,  2.34it/s]

train:   7%|▋         | 233/3515 [01:49<23:23,  2.34it/s]
overall:  94%|█████████▎| 3749/4000 [34:11<01:54,  2.20it/s]

train:   7%|▋         | 234/3515 [01:50<24:50,  2.20it/s]
overall:  94%|█████████▍| 3750/4000 [34:12<01:58,  2.11it/s]

train:   7%|▋         | 235/3515 [01:50<25:54,  2.11it/s]
overall:  94%|█████████▍| 3751/4000 [34:12<01:42,  2.43it/s]

train:   7%|▋         | 236/3515 [01:50<22:28,  2.43it/s]
overall:  94%|█████████▍| 3752/4000 [34:12<01:47,  2.31it/s]

train:   7%|▋         | 237/3515 [01:51<23:39,  2.31it/s]
overall:  94%|█████████▍| 3753/4000 [34:13<01:48,  2.27it/s]

train:   7%|▋         | 238/3515 [01:51<24:03,  2.27it/s]
overall:  94%|█████████▍| 3754/4000 [34:13<01:51,  2.21it/s]

train:   7%|▋         | 239/3515 [01:52<24:44,  2.21it/s]
overall:  94%|█████████▍| 3755/4000 [34:14<01:55,  2.11it/s]

train:   7%|▋         | 240/3515 [01:52<25:49,  2.11it/s]
overall:  94%|█████████▍| 3756/4000 [34:14<02:03,  1.97it/s]

train:   7%|▋         | 241/3515 [01:53<27:42,  1.97it/s]
overall:  94%|█████████▍| 3757/4000 [34:15<02:05,  1.94it/s]

train:   7%|▋         | 242/3515 [01:53<28:08,  1.94it/s]
overall:  94%|█████████▍| 3758/4000 [34:15<02:04,  1.95it/s]

train:   7%|▋         | 243/3515 [01:54<27:58,  1.95it/s]
overall:  94%|█████████▍| 3759/4000 [34:16<02:05,  1.92it/s]

train:   7%|▋         | 244/3515 [01:54<28:24,  1.92it/s]train loss: 1.674701452255249
train per: 0.5114303717706364

overall:  94%|█████████▍| 3760/4000 [34:17<02:04,  1.92it/s]

train:   7%|▋         | 245/3515 [01:55<28:22,  1.92it/s]
overall:  94%|█████████▍| 3761/4000 [34:17<01:35,  2.50it/s]

train:   7%|▋         | 246/3515 [01:55<21:49,  2.50it/s]
overall:  94%|█████████▍| 3762/4000 [34:17<01:47,  2.21it/s]

train:   7%|▋         | 247/3515 [01:56<24:38,  2.21it/s]
overall:  94%|█████████▍| 3763/4000 [34:17<01:28,  2.68it/s]

train:   7%|▋         | 248/3515 [01:56<20:17,  2.68it/s]
overall:  94%|█████████▍| 3764/4000 [34:18<01:11,  3.32it/s]

train:   7%|▋         | 249/3515 [01:56<16:24,  3.32it/s]
overall:  94%|█████████▍| 3765/4000 [34:18<01:25,  2.74it/s]

train:   7%|▋         | 250/3515 [01:57<19:50,  2.74it/s]
overall:  94%|█████████▍| 3766/4000 [34:19<01:34,  2.49it/s]

train:   7%|▋         | 251/3515 [01:57<21:51,  2.49it/s]
overall:  94%|█████████▍| 3767/4000 [34:19<01:41,  2.30it/s]

train:   7%|▋         | 252/3515 [01:58<23:37,  2.30it/s]
overall:  94%|█████████▍| 3768/4000 [34:20<01:50,  2.09it/s]

train:   7%|▋         | 253/3515 [01:58<26:00,  2.09it/s]
overall:  94%|█████████▍| 3769/4000 [34:20<01:49,  2.11it/s]

train:   7%|▋         | 254/3515 [01:59<25:44,  2.11it/s]
overall:  94%|█████████▍| 3770/4000 [34:21<01:50,  2.09it/s]

train:   7%|▋         | 255/3515 [01:59<26:01,  2.09it/s]
overall:  94%|█████████▍| 3771/4000 [34:21<01:52,  2.03it/s]

train:   7%|▋         | 256/3515 [02:00<26:43,  2.03it/s]
overall:  94%|█████████▍| 3772/4000 [34:22<01:48,  2.11it/s]

train:   7%|▋         | 257/3515 [02:00<25:45,  2.11it/s]
overall:  94%|█████████▍| 3773/4000 [34:22<01:50,  2.05it/s]

train:   7%|▋         | 258/3515 [02:01<26:28,  2.05it/s]
overall:  94%|█████████▍| 3774/4000 [34:23<01:54,  1.97it/s]

train:   7%|▋         | 259/3515 [02:01<27:34,  1.97it/s]
overall:  94%|█████████▍| 3775/4000 [34:23<01:55,  1.95it/s]

train:   7%|▋         | 260/3515 [02:02<27:48,  1.95it/s]
overall:  94%|█████████▍| 3776/4000 [34:24<01:54,  1.96it/s]

train:   7%|▋         | 261/3515 [02:02<27:42,  1.96it/s]
overall:  94%|█████████▍| 3777/4000 [34:24<01:53,  1.96it/s]

train:   7%|▋         | 262/3515 [02:03<27:37,  1.96it/s]
overall:  94%|█████████▍| 3778/4000 [34:25<01:54,  1.93it/s]

train:   7%|▋         | 263/3515 [02:03<28:02,  1.93it/s]
overall:  94%|█████████▍| 3779/4000 [34:25<01:55,  1.92it/s]

train:   8%|▊         | 264/3515 [02:04<28:12,  1.92it/s]train loss: 1.7322279214859009
train per: 0.5219922211490773

overall:  94%|█████████▍| 3780/4000 [34:26<01:55,  1.91it/s]

train:   8%|▊         | 265/3515 [02:04<28:23,  1.91it/s]
overall:  95%|█████████▍| 3781/4000 [34:26<01:49,  2.00it/s]

train:   8%|▊         | 266/3515 [02:05<27:07,  2.00it/s]
overall:  95%|█████████▍| 3782/4000 [34:27<01:42,  2.12it/s]

train:   8%|▊         | 267/3515 [02:05<25:31,  2.12it/s]
overall:  95%|█████████▍| 3783/4000 [34:27<01:45,  2.06it/s]

train:   8%|▊         | 268/3515 [02:06<26:16,  2.06it/s]
overall:  95%|█████████▍| 3784/4000 [34:27<01:24,  2.56it/s]

train:   8%|▊         | 269/3515 [02:06<21:09,  2.56it/s]
overall:  95%|█████████▍| 3785/4000 [34:28<01:28,  2.43it/s]

train:   8%|▊         | 270/3515 [02:06<22:12,  2.43it/s]
overall:  95%|█████████▍| 3786/4000 [34:28<01:35,  2.23it/s]

train:   8%|▊         | 271/3515 [02:07<24:14,  2.23it/s]
overall:  95%|█████████▍| 3787/4000 [34:29<01:39,  2.13it/s]

train:   8%|▊         | 272/3515 [02:07<25:22,  2.13it/s]
overall:  95%|█████████▍| 3788/4000 [34:29<01:21,  2.61it/s]

train:   8%|▊         | 273/3515 [02:07<20:43,  2.61it/s]
overall:  95%|█████████▍| 3789/4000 [34:29<01:27,  2.40it/s]

train:   8%|▊         | 274/3515 [02:08<22:29,  2.40it/s]
overall:  95%|█████████▍| 3790/4000 [34:30<01:29,  2.34it/s]

train:   8%|▊         | 275/3515 [02:08<23:04,  2.34it/s]
overall:  95%|█████████▍| 3791/4000 [34:30<01:33,  2.24it/s]

train:   8%|▊         | 276/3515 [02:09<24:06,  2.24it/s]
overall:  95%|█████████▍| 3792/4000 [34:31<01:43,  2.01it/s]

train:   8%|▊         | 277/3515 [02:10<26:51,  2.01it/s]
overall:  95%|█████████▍| 3793/4000 [34:31<01:36,  2.14it/s]

train:   8%|▊         | 278/3515 [02:10<25:12,  2.14it/s]
overall:  95%|█████████▍| 3794/4000 [34:32<01:40,  2.05it/s]

train:   8%|▊         | 279/3515 [02:10<26:18,  2.05it/s]
overall:  95%|█████████▍| 3795/4000 [34:32<01:43,  1.98it/s]

train:   8%|▊         | 280/3515 [02:11<27:13,  1.98it/s]
overall:  95%|█████████▍| 3796/4000 [34:33<01:43,  1.97it/s]

train:   8%|▊         | 281/3515 [02:11<27:18,  1.97it/s]
overall:  95%|█████████▍| 3797/4000 [34:33<01:41,  2.00it/s]

train:   8%|▊         | 282/3515 [02:12<26:57,  2.00it/s]
overall:  95%|█████████▍| 3798/4000 [34:34<01:28,  2.30it/s]

train:   8%|▊         | 283/3515 [02:12<23:28,  2.30it/s]
overall:  95%|█████████▍| 3799/4000 [34:34<01:33,  2.16it/s]

train:   8%|▊         | 284/3515 [02:13<24:55,  2.16it/s]train loss: 1.76266610622406
train per: 0.5305839097009745

overall:  95%|█████████▌| 3800/4000 [34:35<01:34,  2.12it/s]

train:   8%|▊         | 285/3515 [02:13<25:24,  2.12it/s]
overall:  95%|█████████▌| 3801/4000 [34:35<01:36,  2.07it/s]

train:   8%|▊         | 286/3515 [02:14<26:00,  2.07it/s]
overall:  95%|█████████▌| 3802/4000 [34:36<01:23,  2.38it/s]

train:   8%|▊         | 287/3515 [02:14<22:38,  2.38it/s]
overall:  95%|█████████▌| 3803/4000 [34:36<01:27,  2.26it/s]

train:   8%|▊         | 288/3515 [02:15<23:48,  2.26it/s]
overall:  95%|█████████▌| 3804/4000 [34:37<01:36,  2.04it/s]

train:   8%|▊         | 289/3515 [02:15<26:20,  2.04it/s]
overall:  95%|█████████▌| 3805/4000 [34:37<01:29,  2.17it/s]

train:   8%|▊         | 290/3515 [02:16<24:46,  2.17it/s]
overall:  95%|█████████▌| 3806/4000 [34:38<01:32,  2.09it/s]

train:   8%|▊         | 291/3515 [02:16<25:41,  2.09it/s]
overall:  95%|█████████▌| 3807/4000 [34:38<01:33,  2.07it/s]

train:   8%|▊         | 292/3515 [02:17<25:59,  2.07it/s]
overall:  95%|█████████▌| 3808/4000 [34:39<01:34,  2.03it/s]

train:   8%|▊         | 293/3515 [02:17<26:25,  2.03it/s]
overall:  95%|█████████▌| 3809/4000 [34:39<01:36,  1.98it/s]

train:   8%|▊         | 294/3515 [02:18<27:03,  1.98it/s]
overall:  95%|█████████▌| 3810/4000 [34:40<01:38,  1.92it/s]

train:   8%|▊         | 295/3515 [02:18<27:53,  1.92it/s]
overall:  95%|█████████▌| 3811/4000 [34:40<01:38,  1.91it/s]

train:   8%|▊         | 296/3515 [02:19<28:05,  1.91it/s]
overall:  95%|█████████▌| 3812/4000 [34:41<01:36,  1.95it/s]

train:   8%|▊         | 297/3515 [02:19<27:28,  1.95it/s]
overall:  95%|█████████▌| 3813/4000 [34:41<01:17,  2.41it/s]

train:   8%|▊         | 298/3515 [02:19<22:15,  2.41it/s]
overall:  95%|█████████▌| 3814/4000 [34:41<01:22,  2.26it/s]

train:   9%|▊         | 299/3515 [02:20<23:44,  2.26it/s]
overall:  95%|█████████▌| 3815/4000 [34:42<01:12,  2.56it/s]

train:   9%|▊         | 300/3515 [02:20<20:57,  2.56it/s]
overall:  95%|█████████▌| 3816/4000 [34:42<01:15,  2.43it/s]

train:   9%|▊         | 301/3515 [02:21<22:00,  2.43it/s]
overall:  95%|█████████▌| 3817/4000 [34:43<01:20,  2.26it/s]

train:   9%|▊         | 302/3515 [02:21<23:40,  2.26it/s]
overall:  95%|█████████▌| 3818/4000 [34:43<01:11,  2.54it/s]

train:   9%|▊         | 303/3515 [02:21<21:02,  2.54it/s]
overall:  95%|█████████▌| 3819/4000 [34:43<01:18,  2.30it/s]

train:   9%|▊         | 304/3515 [02:22<23:19,  2.30it/s]train loss: 1.6936229467391968
train per: 0.5141290273440475

overall:  96%|█████████▌| 3820/4000 [34:44<01:21,  2.21it/s]

train:   9%|▊         | 305/3515 [02:22<24:15,  2.20it/s]
overall:  96%|█████████▌| 3821/4000 [34:44<01:25,  2.10it/s]

train:   9%|▊         | 306/3515 [02:23<25:25,  2.10it/s]
overall:  96%|█████████▌| 3822/4000 [34:45<01:27,  2.03it/s]

train:   9%|▊         | 307/3515 [02:23<26:22,  2.03it/s]
overall:  96%|█████████▌| 3823/4000 [34:45<01:09,  2.53it/s]

train:   9%|▉         | 308/3515 [02:24<21:06,  2.53it/s]
overall:  96%|█████████▌| 3824/4000 [34:46<01:16,  2.30it/s]

train:   9%|▉         | 309/3515 [02:24<23:13,  2.30it/s]
overall:  96%|█████████▌| 3825/4000 [34:46<01:19,  2.21it/s]

train:   9%|▉         | 310/3515 [02:25<24:08,  2.21it/s]
overall:  96%|█████████▌| 3826/4000 [34:47<01:21,  2.13it/s]

train:   9%|▉         | 311/3515 [02:25<25:05,  2.13it/s]
overall:  96%|█████████▌| 3827/4000 [34:47<01:23,  2.06it/s]

train:   9%|▉         | 312/3515 [02:26<25:53,  2.06it/s]
overall:  96%|█████████▌| 3828/4000 [34:48<01:26,  1.99it/s]

train:   9%|▉         | 313/3515 [02:26<26:48,  1.99it/s]
overall:  96%|█████████▌| 3829/4000 [34:48<01:26,  1.98it/s]

train:   9%|▉         | 314/3515 [02:27<26:57,  1.98it/s]
overall:  96%|█████████▌| 3830/4000 [34:49<01:23,  2.03it/s]

train:   9%|▉         | 315/3515 [02:27<26:13,  2.03it/s]
overall:  96%|█████████▌| 3831/4000 [34:49<01:18,  2.15it/s]

train:   9%|▉         | 316/3515 [02:28<24:49,  2.15it/s]
overall:  96%|█████████▌| 3832/4000 [34:50<01:20,  2.08it/s]

train:   9%|▉         | 317/3515 [02:28<25:35,  2.08it/s]
overall:  96%|█████████▌| 3833/4000 [34:50<01:23,  2.01it/s]

train:   9%|▉         | 318/3515 [02:29<26:31,  2.01it/s]
overall:  96%|█████████▌| 3834/4000 [34:51<01:24,  1.97it/s]

train:   9%|▉         | 319/3515 [02:29<26:59,  1.97it/s]
overall:  96%|█████████▌| 3835/4000 [34:51<01:24,  1.96it/s]

train:   9%|▉         | 320/3515 [02:30<27:09,  1.96it/s]
overall:  96%|█████████▌| 3836/4000 [34:52<01:26,  1.90it/s]

train:   9%|▉         | 321/3515 [02:30<28:04,  1.90it/s]
overall:  96%|█████████▌| 3837/4000 [34:52<01:24,  1.93it/s]

train:   9%|▉         | 322/3515 [02:31<27:31,  1.93it/s]
overall:  96%|█████████▌| 3838/4000 [34:53<01:22,  1.95it/s]

train:   9%|▉         | 323/3515 [02:31<27:15,  1.95it/s]
overall:  96%|█████████▌| 3839/4000 [34:53<01:20,  2.01it/s]

train:   9%|▉         | 324/3515 [02:32<26:28,  2.01it/s]train loss: 1.7103828191757202
train per: 0.521969361115216

overall:  96%|█████████▌| 3840/4000 [34:54<01:20,  1.98it/s]

train:   9%|▉         | 325/3515 [02:32<26:52,  1.98it/s]
overall:  96%|█████████▌| 3841/4000 [34:54<01:19,  2.01it/s]

train:   9%|▉         | 326/3515 [02:33<26:25,  2.01it/s]
overall:  96%|█████████▌| 3842/4000 [34:55<01:18,  2.01it/s]

train:   9%|▉         | 327/3515 [02:33<26:23,  2.01it/s]
overall:  96%|█████████▌| 3843/4000 [34:55<01:19,  1.98it/s]

train:   9%|▉         | 328/3515 [02:34<26:47,  1.98it/s]
overall:  96%|█████████▌| 3844/4000 [34:56<01:19,  1.96it/s]

train:   9%|▉         | 329/3515 [02:34<27:08,  1.96it/s]
overall:  96%|█████████▌| 3845/4000 [34:56<01:18,  1.98it/s]

train:   9%|▉         | 330/3515 [02:35<26:48,  1.98it/s]
overall:  96%|█████████▌| 3846/4000 [34:57<01:19,  1.94it/s]

train:   9%|▉         | 331/3515 [02:35<27:18,  1.94it/s]
overall:  96%|█████████▌| 3847/4000 [34:57<01:19,  1.92it/s]

train:   9%|▉         | 332/3515 [02:36<27:37,  1.92it/s]
overall:  96%|█████████▌| 3848/4000 [34:58<01:21,  1.87it/s]

train:   9%|▉         | 333/3515 [02:36<28:19,  1.87it/s]
overall:  96%|█████████▌| 3849/4000 [34:58<01:02,  2.42it/s]

train:  10%|▉         | 334/3515 [02:37<21:55,  2.42it/s]
overall:  96%|█████████▋| 3850/4000 [34:59<01:06,  2.27it/s]

train:  10%|▉         | 335/3515 [02:37<23:22,  2.27it/s]
overall:  96%|█████████▋| 3851/4000 [34:59<00:51,  2.89it/s]

train:  10%|▉         | 336/3515 [02:37<18:21,  2.89it/s]
overall:  96%|█████████▋| 3852/4000 [34:59<01:01,  2.39it/s]

train:  10%|▉         | 337/3515 [02:38<22:08,  2.39it/s]
overall:  96%|█████████▋| 3853/4000 [35:00<01:06,  2.20it/s]

train:  10%|▉         | 338/3515 [02:38<24:07,  2.20it/s]
overall:  96%|█████████▋| 3854/4000 [35:00<01:08,  2.12it/s]

train:  10%|▉         | 339/3515 [02:39<24:57,  2.12it/s]
overall:  96%|█████████▋| 3855/4000 [35:01<01:11,  2.02it/s]

train:  10%|▉         | 340/3515 [02:39<26:08,  2.02it/s]
overall:  96%|█████████▋| 3856/4000 [35:01<01:11,  2.00it/s]

train:  10%|▉         | 341/3515 [02:40<26:23,  2.00it/s]
overall:  96%|█████████▋| 3857/4000 [35:02<01:09,  2.05it/s]

train:  10%|▉         | 342/3515 [02:40<25:47,  2.05it/s]
overall:  96%|█████████▋| 3858/4000 [35:02<01:11,  1.97it/s]

train:  10%|▉         | 343/3515 [02:41<26:47,  1.97it/s]
overall:  96%|█████████▋| 3859/4000 [35:03<01:11,  1.97it/s]

train:  10%|▉         | 344/3515 [02:41<26:49,  1.97it/s]train loss: 1.7064546346664429
train per: 0.5193468650472977

overall:  96%|█████████▋| 3860/4000 [35:03<01:12,  1.92it/s]

train:  10%|▉         | 345/3515 [02:42<27:28,  1.92it/s]
overall:  97%|█████████▋| 3861/4000 [35:04<01:12,  1.92it/s]

train:  10%|▉         | 346/3515 [02:42<27:31,  1.92it/s]
overall:  97%|█████████▋| 3862/4000 [35:04<01:10,  1.96it/s]

train:  10%|▉         | 347/3515 [02:43<26:58,  1.96it/s]
overall:  97%|█████████▋| 3863/4000 [35:05<01:05,  2.11it/s]

train:  10%|▉         | 348/3515 [02:43<25:03,  2.11it/s]
overall:  97%|█████████▋| 3864/4000 [35:05<00:58,  2.33it/s]

train:  10%|▉         | 349/3515 [02:44<22:37,  2.33it/s]
overall:  97%|█████████▋| 3865/4000 [35:06<01:02,  2.16it/s]

train:  10%|▉         | 350/3515 [02:44<24:22,  2.16it/s]
overall:  97%|█████████▋| 3866/4000 [35:06<01:03,  2.12it/s]

train:  10%|▉         | 351/3515 [02:45<24:54,  2.12it/s]
overall:  97%|█████████▋| 3867/4000 [35:07<01:04,  2.05it/s]

train:  10%|█         | 352/3515 [02:45<25:42,  2.05it/s]
overall:  97%|█████████▋| 3868/4000 [35:07<01:05,  2.02it/s]

train:  10%|█         | 353/3515 [02:46<26:08,  2.02it/s]
overall:  97%|█████████▋| 3869/4000 [35:08<01:04,  2.02it/s]

train:  10%|█         | 354/3515 [02:46<26:04,  2.02it/s]
overall:  97%|█████████▋| 3870/4000 [35:08<01:04,  2.00it/s]

train:  10%|█         | 355/3515 [02:47<26:16,  2.00it/s]
overall:  97%|█████████▋| 3871/4000 [35:09<00:55,  2.32it/s]

train:  10%|█         | 356/3515 [02:47<22:43,  2.32it/s]
overall:  97%|█████████▋| 3872/4000 [35:09<01:00,  2.11it/s]

train:  10%|█         | 357/3515 [02:48<25:00,  2.11it/s]
overall:  97%|█████████▋| 3873/4000 [35:10<01:02,  2.04it/s]

train:  10%|█         | 358/3515 [02:48<25:50,  2.04it/s]
overall:  97%|█████████▋| 3874/4000 [35:10<01:02,  2.00it/s]

train:  10%|█         | 359/3515 [02:49<26:16,  2.00it/s]
overall:  97%|█████████▋| 3875/4000 [35:11<01:04,  1.95it/s]

train:  10%|█         | 360/3515 [02:49<26:56,  1.95it/s]
overall:  97%|█████████▋| 3876/4000 [35:11<01:06,  1.88it/s]

train:  10%|█         | 361/3515 [02:50<28:01,  1.88it/s]
overall:  97%|█████████▋| 3877/4000 [35:12<01:06,  1.85it/s]

train:  10%|█         | 362/3515 [02:50<28:23,  1.85it/s]
overall:  97%|█████████▋| 3878/4000 [35:12<01:05,  1.86it/s]

train:  10%|█         | 363/3515 [02:51<28:14,  1.86it/s]
overall:  97%|█████████▋| 3879/4000 [35:13<01:00,  2.01it/s]

train:  10%|█         | 364/3515 [02:51<26:09,  2.01it/s]train loss: 1.7217340469360352
train per: 0.5213647801845365

overall:  97%|█████████▋| 3880/4000 [35:13<01:00,  1.99it/s]

train:  10%|█         | 365/3515 [02:52<26:21,  1.99it/s]
overall:  97%|█████████▋| 3881/4000 [35:14<01:00,  1.97it/s]

train:  10%|█         | 366/3515 [02:52<26:35,  1.97it/s]
overall:  97%|█████████▋| 3882/4000 [35:14<01:02,  1.89it/s]

train:  10%|█         | 367/3515 [02:53<27:42,  1.89it/s]
overall:  97%|█████████▋| 3883/4000 [35:15<01:00,  1.93it/s]

train:  10%|█         | 368/3515 [02:53<27:13,  1.93it/s]
overall:  97%|█████████▋| 3884/4000 [35:15<01:00,  1.91it/s]

train:  10%|█         | 369/3515 [02:54<27:25,  1.91it/s]
overall:  97%|█████████▋| 3885/4000 [35:16<00:59,  1.94it/s]

train:  11%|█         | 370/3515 [02:54<26:58,  1.94it/s]
overall:  97%|█████████▋| 3886/4000 [35:16<00:59,  1.93it/s]

train:  11%|█         | 371/3515 [02:55<27:11,  1.93it/s]
overall:  97%|█████████▋| 3887/4000 [35:17<00:58,  1.95it/s]

train:  11%|█         | 372/3515 [02:55<26:55,  1.95it/s]
overall:  97%|█████████▋| 3888/4000 [35:17<00:53,  2.11it/s]

train:  11%|█         | 373/3515 [02:56<24:50,  2.11it/s]
overall:  97%|█████████▋| 3889/4000 [35:18<00:55,  2.00it/s]

train:  11%|█         | 374/3515 [02:56<26:10,  2.00it/s]
overall:  97%|█████████▋| 3890/4000 [35:18<00:55,  1.98it/s]

train:  11%|█         | 375/3515 [02:57<26:27,  1.98it/s]
overall:  97%|█████████▋| 3891/4000 [35:19<00:55,  1.97it/s]

train:  11%|█         | 376/3515 [02:57<26:30,  1.97it/s]
overall:  97%|█████████▋| 3892/4000 [35:19<00:55,  1.94it/s]

train:  11%|█         | 377/3515 [02:58<26:53,  1.94it/s]
overall:  97%|█████████▋| 3893/4000 [35:20<00:52,  2.04it/s]

train:  11%|█         | 378/3515 [02:58<25:38,  2.04it/s]
overall:  97%|█████████▋| 3894/4000 [35:20<00:54,  1.93it/s]

train:  11%|█         | 379/3515 [02:59<27:02,  1.93it/s]
overall:  97%|█████████▋| 3895/4000 [35:21<00:53,  1.95it/s]

train:  11%|█         | 380/3515 [02:59<26:47,  1.95it/s]
overall:  97%|█████████▋| 3896/4000 [35:22<00:55,  1.89it/s]

train:  11%|█         | 381/3515 [03:00<27:38,  1.89it/s]
overall:  97%|█████████▋| 3897/4000 [35:22<00:52,  1.96it/s]

train:  11%|█         | 382/3515 [03:00<26:39,  1.96it/s]
overall:  97%|█████████▋| 3898/4000 [35:23<00:52,  1.95it/s]

train:  11%|█         | 383/3515 [03:01<26:42,  1.95it/s]
overall:  97%|█████████▋| 3899/4000 [35:23<00:51,  1.98it/s]

train:  11%|█         | 384/3515 [03:01<26:21,  1.98it/s]train loss: 1.6669723987579346
train per: 0.5076293959574717

overall:  98%|█████████▊| 3900/4000 [35:24<00:51,  1.93it/s]

train:  11%|█         | 385/3515 [03:02<26:58,  1.93it/s]
overall:  98%|█████████▊| 3901/4000 [35:24<00:56,  1.77it/s]

train:  11%|█         | 386/3515 [03:03<29:31,  1.77it/s]
overall:  98%|█████████▊| 3902/4000 [35:25<00:52,  1.86it/s]

train:  11%|█         | 387/3515 [03:03<28:02,  1.86it/s]
overall:  98%|█████████▊| 3903/4000 [35:25<00:39,  2.43it/s]

train:  11%|█         | 388/3515 [03:03<21:25,  2.43it/s]
overall:  98%|█████████▊| 3904/4000 [35:25<00:42,  2.25it/s]

train:  11%|█         | 389/3515 [03:04<23:10,  2.25it/s]
overall:  98%|█████████▊| 3905/4000 [35:26<00:42,  2.23it/s]

train:  11%|█         | 390/3515 [03:04<23:20,  2.23it/s]
overall:  98%|█████████▊| 3906/4000 [35:26<00:42,  2.20it/s]

train:  11%|█         | 391/3515 [03:05<23:39,  2.20it/s]
overall:  98%|█████████▊| 3907/4000 [35:27<00:44,  2.10it/s]

train:  11%|█         | 392/3515 [03:05<24:49,  2.10it/s]
overall:  98%|█████████▊| 3908/4000 [35:27<00:45,  2.02it/s]

train:  11%|█         | 393/3515 [03:06<25:47,  2.02it/s]
overall:  98%|█████████▊| 3909/4000 [35:27<00:34,  2.65it/s]

train:  11%|█         | 394/3515 [03:06<19:38,  2.65it/s]
overall:  98%|█████████▊| 3910/4000 [35:28<00:37,  2.37it/s]

train:  11%|█         | 395/3515 [03:06<21:53,  2.37it/s]
overall:  98%|█████████▊| 3911/4000 [35:28<00:40,  2.22it/s]

train:  11%|█▏        | 396/3515 [03:07<23:25,  2.22it/s]
overall:  98%|█████████▊| 3912/4000 [35:29<00:41,  2.11it/s]

train:  11%|█▏        | 397/3515 [03:07<24:34,  2.11it/s]
overall:  98%|█████████▊| 3913/4000 [35:30<00:43,  2.00it/s]

train:  11%|█▏        | 398/3515 [03:08<25:58,  2.00it/s]
overall:  98%|█████████▊| 3914/4000 [35:30<00:43,  1.96it/s]

train:  11%|█▏        | 399/3515 [03:09<26:27,  1.96it/s]
overall:  98%|█████████▊| 3915/4000 [35:30<00:38,  2.23it/s]

train:  11%|█▏        | 400/3515 [03:09<23:18,  2.23it/s]
overall:  98%|█████████▊| 3916/4000 [35:31<00:38,  2.17it/s]

train:  11%|█▏        | 401/3515 [03:09<23:53,  2.17it/s]
overall:  98%|█████████▊| 3917/4000 [35:31<00:39,  2.08it/s]

train:  11%|█▏        | 402/3515 [03:10<24:55,  2.08it/s]
overall:  98%|█████████▊| 3918/4000 [35:32<00:31,  2.63it/s]

train:  11%|█▏        | 403/3515 [03:10<19:42,  2.63it/s]
overall:  98%|█████████▊| 3919/4000 [35:32<00:33,  2.41it/s]

train:  11%|█▏        | 404/3515 [03:11<21:31,  2.41it/s]train loss: 1.712683081626892
train per: 0.518925518925519

overall:  98%|█████████▊| 3920/4000 [35:33<00:35,  2.26it/s]

train:  12%|█▏        | 405/3515 [03:11<22:58,  2.26it/s]
overall:  98%|█████████▊| 3921/4000 [35:33<00:35,  2.24it/s]

train:  12%|█▏        | 406/3515 [03:12<23:06,  2.24it/s]
overall:  98%|█████████▊| 3922/4000 [35:34<00:36,  2.14it/s]

train:  12%|█▏        | 407/3515 [03:12<24:09,  2.14it/s]
overall:  98%|█████████▊| 3923/4000 [35:34<00:36,  2.09it/s]

train:  12%|█▏        | 408/3515 [03:13<24:44,  2.09it/s]
overall:  98%|█████████▊| 3924/4000 [35:35<00:37,  2.05it/s]

train:  12%|█▏        | 409/3515 [03:13<25:14,  2.05it/s]
overall:  98%|█████████▊| 3925/4000 [35:35<00:41,  1.82it/s]

train:  12%|█▏        | 410/3515 [03:14<28:30,  1.82it/s]
overall:  98%|█████████▊| 3926/4000 [35:36<00:40,  1.83it/s]

train:  12%|█▏        | 411/3515 [03:14<28:19,  1.83it/s]
overall:  98%|█████████▊| 3927/4000 [35:36<00:38,  1.89it/s]

train:  12%|█▏        | 412/3515 [03:15<27:21,  1.89it/s]
overall:  98%|█████████▊| 3928/4000 [35:37<00:36,  1.98it/s]

train:  12%|█▏        | 413/3515 [03:15<26:07,  1.98it/s]
overall:  98%|█████████▊| 3929/4000 [35:37<00:36,  1.95it/s]

train:  12%|█▏        | 414/3515 [03:16<26:27,  1.95it/s]
overall:  98%|█████████▊| 3930/4000 [35:38<00:35,  1.98it/s]

train:  12%|█▏        | 415/3515 [03:16<26:08,  1.98it/s]
overall:  98%|█████████▊| 3931/4000 [35:38<00:35,  1.95it/s]

train:  12%|█▏        | 416/3515 [03:17<26:29,  1.95it/s]
overall:  98%|█████████▊| 3932/4000 [35:39<00:35,  1.94it/s]

train:  12%|█▏        | 417/3515 [03:17<26:34,  1.94it/s]
overall:  98%|█████████▊| 3933/4000 [35:39<00:33,  1.97it/s]

train:  12%|█▏        | 418/3515 [03:18<26:10,  1.97it/s]
overall:  98%|█████████▊| 3934/4000 [35:40<00:33,  1.99it/s]

train:  12%|█▏        | 419/3515 [03:18<25:52,  1.99it/s]
overall:  98%|█████████▊| 3935/4000 [35:40<00:32,  1.99it/s]

train:  12%|█▏        | 420/3515 [03:19<25:56,  1.99it/s]
overall:  98%|█████████▊| 3936/4000 [35:41<00:32,  1.95it/s]

train:  12%|█▏        | 421/3515 [03:19<26:22,  1.95it/s]
overall:  98%|█████████▊| 3937/4000 [35:41<00:34,  1.81it/s]

train:  12%|█▏        | 422/3515 [03:20<28:28,  1.81it/s]
overall:  98%|█████████▊| 3938/4000 [35:42<00:33,  1.84it/s]

train:  12%|█▏        | 423/3515 [03:20<27:56,  1.84it/s]
overall:  98%|█████████▊| 3939/4000 [35:42<00:32,  1.90it/s]

train:  12%|█▏        | 424/3515 [03:21<27:08,  1.90it/s]train loss: 1.6968014240264893
train per: 0.5240238252812707

overall:  98%|█████████▊| 3940/4000 [35:43<00:31,  1.92it/s]

train:  12%|█▏        | 425/3515 [03:21<26:52,  1.92it/s]
overall:  99%|█████████▊| 3941/4000 [35:43<00:30,  1.94it/s]

train:  12%|█▏        | 426/3515 [03:22<26:28,  1.94it/s]
overall:  99%|█████████▊| 3942/4000 [35:44<00:29,  1.95it/s]

train:  12%|█▏        | 427/3515 [03:22<26:24,  1.95it/s]
overall:  99%|█████████▊| 3943/4000 [35:44<00:28,  1.97it/s]

train:  12%|█▏        | 428/3515 [03:23<26:06,  1.97it/s]
overall:  99%|█████████▊| 3944/4000 [35:45<00:28,  1.99it/s]

train:  12%|█▏        | 429/3515 [03:23<25:52,  1.99it/s]
overall:  99%|█████████▊| 3945/4000 [35:45<00:27,  1.98it/s]

train:  12%|█▏        | 430/3515 [03:24<25:56,  1.98it/s]
overall:  99%|█████████▊| 3946/4000 [35:46<00:26,  2.07it/s]

train:  12%|█▏        | 431/3515 [03:24<24:48,  2.07it/s]
overall:  99%|█████████▊| 3947/4000 [35:46<00:21,  2.46it/s]

train:  12%|█▏        | 432/3515 [03:25<20:51,  2.46it/s]
overall:  99%|█████████▊| 3948/4000 [35:47<00:22,  2.33it/s]

train:  12%|█▏        | 433/3515 [03:25<22:04,  2.33it/s]
overall:  99%|█████████▊| 3949/4000 [35:47<00:25,  2.01it/s]

train:  12%|█▏        | 434/3515 [03:26<25:33,  2.01it/s]
overall:  99%|█████████▉| 3950/4000 [35:48<00:24,  2.00it/s]

train:  12%|█▏        | 435/3515 [03:26<25:39,  2.00it/s]
overall:  99%|█████████▉| 3951/4000 [35:48<00:23,  2.05it/s]

train:  12%|█▏        | 436/3515 [03:27<25:05,  2.05it/s]
overall:  99%|█████████▉| 3952/4000 [35:49<00:23,  2.05it/s]

train:  12%|█▏        | 437/3515 [03:27<24:59,  2.05it/s]
overall:  99%|█████████▉| 3953/4000 [35:49<00:23,  2.02it/s]

train:  12%|█▏        | 438/3515 [03:28<25:26,  2.02it/s]
overall:  99%|█████████▉| 3954/4000 [35:49<00:19,  2.37it/s]

train:  12%|█▏        | 439/3515 [03:28<21:35,  2.37it/s]
overall:  99%|█████████▉| 3955/4000 [35:50<00:19,  2.31it/s]

train:  13%|█▎        | 440/3515 [03:28<22:10,  2.31it/s]
overall:  99%|█████████▉| 3956/4000 [35:50<00:20,  2.16it/s]

train:  13%|█▎        | 441/3515 [03:29<23:41,  2.16it/s]
overall:  99%|█████████▉| 3957/4000 [35:51<00:19,  2.17it/s]

train:  13%|█▎        | 442/3515 [03:29<23:36,  2.17it/s]
overall:  99%|█████████▉| 3958/4000 [35:51<00:19,  2.12it/s]

train:  13%|█▎        | 443/3515 [03:30<24:06,  2.12it/s]
overall:  99%|█████████▉| 3959/4000 [35:52<00:19,  2.08it/s]

train:  13%|█▎        | 444/3515 [03:30<24:37,  2.08it/s]train loss: 1.7167946100234985
train per: 0.5208407807249589

overall:  99%|█████████▉| 3960/4000 [35:52<00:19,  2.00it/s]

train:  13%|█▎        | 445/3515 [03:31<25:33,  2.00it/s]
overall:  99%|█████████▉| 3961/4000 [35:53<00:21,  1.82it/s]

train:  13%|█▎        | 446/3515 [03:32<28:03,  1.82it/s]
overall:  99%|█████████▉| 3962/4000 [35:53<00:17,  2.20it/s]

train:  13%|█▎        | 447/3515 [03:32<23:12,  2.20it/s]
overall:  99%|█████████▉| 3963/4000 [35:54<00:17,  2.11it/s]

train:  13%|█▎        | 448/3515 [03:32<24:16,  2.11it/s]
overall:  99%|█████████▉| 3964/4000 [35:54<00:15,  2.26it/s]

train:  13%|█▎        | 449/3515 [03:33<22:35,  2.26it/s]
overall:  99%|█████████▉| 3965/4000 [35:55<00:15,  2.24it/s]

train:  13%|█▎        | 450/3515 [03:33<22:50,  2.24it/s]
overall:  99%|█████████▉| 3966/4000 [35:55<00:15,  2.25it/s]

train:  13%|█▎        | 451/3515 [03:34<22:40,  2.25it/s]
overall:  99%|█████████▉| 3967/4000 [35:56<00:15,  2.19it/s]

train:  13%|█▎        | 452/3515 [03:34<23:17,  2.19it/s]
overall:  99%|█████████▉| 3968/4000 [35:56<00:15,  2.12it/s]

train:  13%|█▎        | 453/3515 [03:35<24:07,  2.12it/s]
overall:  99%|█████████▉| 3969/4000 [35:57<00:15,  2.05it/s]

train:  13%|█▎        | 454/3515 [03:35<24:54,  2.05it/s]
overall:  99%|█████████▉| 3970/4000 [35:57<00:14,  2.03it/s]

train:  13%|█▎        | 455/3515 [03:36<25:09,  2.03it/s]
overall:  99%|█████████▉| 3971/4000 [35:58<00:14,  1.99it/s]

train:  13%|█▎        | 456/3515 [03:36<25:39,  1.99it/s]
overall:  99%|█████████▉| 3972/4000 [35:58<00:13,  2.00it/s]

train:  13%|█▎        | 457/3515 [03:37<25:26,  2.00it/s]
overall:  99%|█████████▉| 3973/4000 [35:59<00:12,  2.13it/s]

train:  13%|█▎        | 458/3515 [03:37<23:51,  2.14it/s]
overall:  99%|█████████▉| 3974/4000 [35:59<00:12,  2.09it/s]

train:  13%|█▎        | 459/3515 [03:38<24:22,  2.09it/s]
overall:  99%|█████████▉| 3975/4000 [36:00<00:12,  2.03it/s]

train:  13%|█▎        | 460/3515 [03:38<25:06,  2.03it/s]
overall:  99%|█████████▉| 3976/4000 [36:00<00:11,  2.02it/s]

train:  13%|█▎        | 461/3515 [03:39<25:14,  2.02it/s]
overall:  99%|█████████▉| 3977/4000 [36:00<00:09,  2.41it/s]

train:  13%|█▎        | 462/3515 [03:39<21:08,  2.41it/s]
overall:  99%|█████████▉| 3978/4000 [36:01<00:09,  2.26it/s]

train:  13%|█▎        | 463/3515 [03:39<22:29,  2.26it/s]
overall:  99%|█████████▉| 3979/4000 [36:01<00:09,  2.19it/s]

train:  13%|█▎        | 464/3515 [03:40<23:11,  2.19it/s]train loss: 1.6853653192520142
train per: 0.5148803734681968

overall: 100%|█████████▉| 3980/4000 [36:02<00:09,  2.11it/s]

train:  13%|█▎        | 465/3515 [03:40<24:09,  2.10it/s]
overall: 100%|█████████▉| 3981/4000 [36:02<00:09,  2.06it/s]

train:  13%|█▎        | 466/3515 [03:41<24:40,  2.06it/s]
overall: 100%|█████████▉| 3982/4000 [36:03<00:08,  2.11it/s]

train:  13%|█▎        | 467/3515 [03:41<24:01,  2.12it/s]
overall: 100%|█████████▉| 3983/4000 [36:03<00:08,  2.09it/s]

train:  13%|█▎        | 468/3515 [03:42<24:14,  2.09it/s]
overall: 100%|█████████▉| 3984/4000 [36:04<00:07,  2.03it/s]

train:  13%|█▎        | 469/3515 [03:42<25:01,  2.03it/s]
overall: 100%|█████████▉| 3985/4000 [36:04<00:07,  1.92it/s]

train:  13%|█▎        | 470/3515 [03:43<26:29,  1.92it/s]
overall: 100%|█████████▉| 3986/4000 [36:05<00:07,  1.93it/s]

train:  13%|█▎        | 471/3515 [03:43<26:18,  1.93it/s]
overall: 100%|█████████▉| 3987/4000 [36:05<00:06,  2.11it/s]

train:  13%|█▎        | 472/3515 [03:44<23:59,  2.11it/s]
overall: 100%|█████████▉| 3988/4000 [36:06<00:05,  2.05it/s]

train:  13%|█▎        | 473/3515 [03:44<24:45,  2.05it/s]
overall: 100%|█████████▉| 3989/4000 [36:06<00:05,  1.99it/s]

train:  13%|█▎        | 474/3515 [03:45<25:25,  1.99it/s]
overall: 100%|█████████▉| 3990/4000 [36:07<00:05,  1.96it/s]

train:  14%|█▎        | 475/3515 [03:45<25:47,  1.96it/s]
overall: 100%|█████████▉| 3991/4000 [36:07<00:04,  1.98it/s]

train:  14%|█▎        | 476/3515 [03:46<25:32,  1.98it/s]
overall: 100%|█████████▉| 3992/4000 [36:08<00:03,  2.46it/s]

train:  14%|█▎        | 477/3515 [03:46<20:34,  2.46it/s]
overall: 100%|█████████▉| 3993/4000 [36:08<00:03,  2.25it/s]

train:  14%|█▎        | 478/3515 [03:47<22:26,  2.25it/s]
overall: 100%|█████████▉| 3994/4000 [36:08<00:02,  2.38it/s]

train:  14%|█▎        | 479/3515 [03:47<21:15,  2.38it/s]
overall: 100%|█████████▉| 3995/4000 [36:09<00:01,  3.02it/s]

train:  14%|█▎        | 480/3515 [03:47<16:44,  3.02it/s]
overall: 100%|█████████▉| 3996/4000 [36:09<00:01,  2.61it/s]

train:  14%|█▎        | 481/3515 [03:48<19:21,  2.61it/s]
overall: 100%|█████████▉| 3997/4000 [36:10<00:01,  2.09it/s]

train:  14%|█▎        | 482/3515 [03:48<24:14,  2.09it/s]
overall: 100%|█████████▉| 3998/4000 [36:10<00:00,  2.02it/s]

train:  14%|█▎        | 483/3515 [03:49<24:59,  2.02it/s]
overall: 100%|█████████▉| 3999/4000 [36:11<00:00,  2.08it/s]

train:  14%|█▍        | 484/3515 [03:49<24:18,  2.08it/s]train loss: 1.7004026174545288
train per: 0.5166443750928815
[LibriPhone] - Taking the first phoneme sequences for a deterministic behavior.



word -> phonemes:   0%|          | 0/2703 [00:00<?, ?it/s]


word -> phonemes:  11%|█         | 289/2703 [00:00<00:00, 2886.99it/s]


word -> phonemes:  21%|██▏       | 578/2703 [00:00<00:00, 2656.90it/s]


word -> phonemes:  32%|███▏      | 860/2703 [00:00<00:00, 2725.04it/s]


word -> phonemes:  43%|████▎     | 1154/2703 [00:00<00:00, 2806.89it/s]


word -> phonemes:  55%|█████▍    | 1477/2703 [00:00<00:00, 2956.54it/s]


word -> phonemes:  66%|██████▌   | 1778/2703 [00:00<00:00, 2971.40it/s]


word -> phonemes:  77%|███████▋  | 2077/2703 [00:00<00:00, 2975.26it/s]


word -> phonemes:  88%|████████▊ | 2387/2703 [00:00<00:00, 3014.26it/s]


word -> phonemes:  99%|█████████▉| 2689/2703 [00:00<00:00, 2968.32it/s]
word -> phonemes: 100%|██████████| 2703/2703 [00:00<00:00, 2915.92it/s]



dev:   0%|          | 0/2703 [00:00<?, ?it/s]


dev:   0%|          | 1/2703 [00:00<44:01,  1.02it/s]


dev:   0%|          | 3/2703 [00:01<14:29,  3.10it/s]


dev:   0%|          | 5/2703 [00:01<09:03,  4.96it/s]


dev:   0%|          | 7/2703 [00:01<06:56,  6.47it/s]


dev:   0%|          | 9/2703 [00:01<05:45,  7.80it/s]


dev:   0%|          | 11/2703 [00:01<04:53,  9.18it/s]


dev:   0%|          | 13/2703 [00:01<04:28, 10.01it/s]


dev:   1%|          | 15/2703 [00:02<04:02, 11.09it/s]


dev:   1%|          | 17/2703 [00:02<03:37, 12.33it/s]


dev:   1%|          | 19/2703 [00:02<03:34, 12.49it/s]


dev:   1%|          | 21/2703 [00:02<03:21, 13.32it/s]


dev:   1%|          | 23/2703 [00:02<03:17, 13.58it/s]


dev:   1%|          | 25/2703 [00:02<03:17, 13.56it/s]


dev:   1%|          | 27/2703 [00:02<03:17, 13.52it/s]


dev:   1%|          | 29/2703 [00:03<03:14, 13.76it/s]


dev:   1%|          | 31/2703 [00:03<03:04, 14.48it/s]


dev:   1%|          | 33/2703 [00:03<02:54, 15.27it/s]


dev:   1%|▏         | 35/2703 [00:03<02:45, 16.08it/s]


dev:   1%|▏         | 37/2703 [00:03<02:50, 15.66it/s]


dev:   1%|▏         | 39/2703 [00:03<02:48, 15.86it/s]


dev:   2%|▏         | 41/2703 [00:03<02:40, 16.61it/s]


dev:   2%|▏         | 43/2703 [00:03<02:36, 16.94it/s]


dev:   2%|▏         | 46/2703 [00:04<02:26, 18.12it/s]


dev:   2%|▏         | 48/2703 [00:04<02:26, 18.16it/s]


dev:   2%|▏         | 50/2703 [00:04<02:28, 17.89it/s]


dev:   2%|▏         | 52/2703 [00:04<02:32, 17.38it/s]


dev:   2%|▏         | 54/2703 [00:04<02:30, 17.65it/s]


dev:   2%|▏         | 56/2703 [00:04<02:25, 18.20it/s]


dev:   2%|▏         | 58/2703 [00:04<02:25, 18.23it/s]


dev:   2%|▏         | 60/2703 [00:04<02:23, 18.42it/s]


dev:   2%|▏         | 63/2703 [00:05<02:16, 19.32it/s]


dev:   2%|▏         | 65/2703 [00:05<02:15, 19.45it/s]


dev:   3%|▎         | 68/2703 [00:05<02:14, 19.53it/s]


dev:   3%|▎         | 71/2703 [00:05<02:12, 19.88it/s]


dev:   3%|▎         | 73/2703 [00:05<02:17, 19.06it/s]


dev:   3%|▎         | 76/2703 [00:05<02:13, 19.64it/s]


dev:   3%|▎         | 79/2703 [00:05<02:11, 19.89it/s]


dev:   3%|▎         | 82/2703 [00:05<02:08, 20.36it/s]


dev:   3%|▎         | 85/2703 [00:06<02:20, 18.68it/s]


dev:   3%|▎         | 88/2703 [00:06<02:15, 19.29it/s]


dev:   3%|▎         | 90/2703 [00:06<02:16, 19.16it/s]


dev:   3%|▎         | 92/2703 [00:06<02:19, 18.67it/s]


dev:   4%|▎         | 95/2703 [00:06<02:13, 19.54it/s]


dev:   4%|▎         | 98/2703 [00:06<02:11, 19.80it/s]


dev:   4%|▎         | 101/2703 [00:06<02:07, 20.38it/s]


dev:   4%|▍         | 104/2703 [00:07<02:11, 19.78it/s]


dev:   4%|▍         | 106/2703 [00:07<02:11, 19.73it/s]


dev:   4%|▍         | 109/2703 [00:07<02:12, 19.62it/s]


dev:   4%|▍         | 112/2703 [00:07<02:11, 19.75it/s]


dev:   4%|▍         | 115/2703 [00:07<02:06, 20.41it/s]


dev:   4%|▍         | 118/2703 [00:07<02:12, 19.45it/s]


dev:   4%|▍         | 121/2703 [00:07<02:08, 20.04it/s]


dev:   5%|▍         | 124/2703 [00:08<02:09, 19.94it/s]


dev:   5%|▍         | 127/2703 [00:08<02:06, 20.42it/s]


dev:   5%|▍         | 130/2703 [00:08<02:02, 20.97it/s]


dev:   5%|▍         | 133/2703 [00:08<02:04, 20.70it/s]


dev:   5%|▌         | 136/2703 [00:08<02:02, 20.89it/s]


dev:   5%|▌         | 139/2703 [00:08<02:01, 21.03it/s]


dev:   5%|▌         | 142/2703 [00:08<01:59, 21.44it/s]


dev:   5%|▌         | 145/2703 [00:09<02:01, 20.97it/s]


dev:   5%|▌         | 148/2703 [00:09<02:05, 20.43it/s]


dev:   6%|▌         | 151/2703 [00:09<02:03, 20.66it/s]


dev:   6%|▌         | 154/2703 [00:09<01:58, 21.47it/s]


dev:   6%|▌         | 157/2703 [00:09<02:00, 21.06it/s]


dev:   6%|▌         | 160/2703 [00:09<01:59, 21.24it/s]


dev:   6%|▌         | 163/2703 [00:09<02:00, 21.12it/s]


dev:   6%|▌         | 166/2703 [00:10<01:57, 21.62it/s]


dev:   6%|▋         | 169/2703 [00:10<01:57, 21.63it/s]


dev:   6%|▋         | 172/2703 [00:10<01:54, 22.13it/s]


dev:   6%|▋         | 175/2703 [00:10<01:53, 22.20it/s]


dev:   7%|▋         | 178/2703 [00:10<01:51, 22.63it/s]


dev:   7%|▋         | 181/2703 [00:10<01:49, 22.97it/s]


dev:   7%|▋         | 184/2703 [00:10<01:49, 22.91it/s]


dev:   7%|▋         | 187/2703 [00:10<01:47, 23.44it/s]


dev:   7%|▋         | 190/2703 [00:11<01:49, 22.96it/s]


dev:   7%|▋         | 193/2703 [00:11<01:45, 23.72it/s]


dev:   7%|▋         | 196/2703 [00:11<01:46, 23.56it/s]


dev:   7%|▋         | 199/2703 [00:11<01:47, 23.34it/s]


dev:   7%|▋         | 202/2703 [00:11<01:45, 23.72it/s]


dev:   8%|▊         | 205/2703 [00:11<01:45, 23.79it/s]


dev:   8%|▊         | 208/2703 [00:11<01:49, 22.89it/s]


dev:   8%|▊         | 211/2703 [00:12<01:47, 23.15it/s]


dev:   8%|▊         | 214/2703 [00:12<01:46, 23.30it/s]


dev:   8%|▊         | 217/2703 [00:12<01:44, 23.82it/s]


dev:   8%|▊         | 220/2703 [00:12<01:45, 23.46it/s]


dev:   8%|▊         | 223/2703 [00:12<01:47, 22.98it/s]


dev:   8%|▊         | 226/2703 [00:12<01:47, 23.02it/s]


dev:   8%|▊         | 229/2703 [00:12<01:44, 23.75it/s]


dev:   9%|▊         | 232/2703 [00:12<01:43, 23.89it/s]


dev:   9%|▊         | 235/2703 [00:13<01:43, 23.93it/s]


dev:   9%|▉         | 238/2703 [00:13<01:41, 24.37it/s]


dev:   9%|▉         | 241/2703 [00:13<01:40, 24.61it/s]


dev:   9%|▉         | 244/2703 [00:13<01:40, 24.36it/s]


dev:   9%|▉         | 247/2703 [00:13<01:39, 24.72it/s]


dev:   9%|▉         | 250/2703 [00:13<01:37, 25.06it/s]


dev:   9%|▉         | 253/2703 [00:13<01:35, 25.61it/s]


dev:   9%|▉         | 256/2703 [00:13<01:38, 24.92it/s]


dev:  10%|▉         | 259/2703 [00:13<01:37, 25.09it/s]


dev:  10%|▉         | 262/2703 [00:14<01:37, 24.94it/s]


dev:  10%|▉         | 265/2703 [00:14<01:36, 25.37it/s]


dev:  10%|▉         | 268/2703 [00:14<01:34, 25.75it/s]


dev:  10%|█         | 271/2703 [00:14<01:33, 25.92it/s]


dev:  10%|█         | 274/2703 [00:14<01:36, 25.22it/s]


dev:  10%|█         | 277/2703 [00:14<01:34, 25.64it/s]


dev:  10%|█         | 280/2703 [00:14<01:35, 25.47it/s]


dev:  10%|█         | 283/2703 [00:14<01:37, 24.83it/s]


dev:  11%|█         | 286/2703 [00:15<01:33, 25.82it/s]


dev:  11%|█         | 289/2703 [00:15<01:30, 26.67it/s]


dev:  11%|█         | 292/2703 [00:15<01:30, 26.52it/s]


dev:  11%|█         | 295/2703 [00:15<01:33, 25.71it/s]


dev:  11%|█         | 298/2703 [00:15<01:34, 25.49it/s]


dev:  11%|█         | 301/2703 [00:15<01:35, 25.10it/s]


dev:  11%|█         | 304/2703 [00:15<01:34, 25.36it/s]


dev:  11%|█▏        | 307/2703 [00:15<01:33, 25.64it/s]


dev:  11%|█▏        | 310/2703 [00:15<01:34, 25.22it/s]


dev:  12%|█▏        | 313/2703 [00:16<01:34, 25.42it/s]


dev:  12%|█▏        | 316/2703 [00:16<01:32, 25.80it/s]


dev:  12%|█▏        | 319/2703 [00:16<01:33, 25.39it/s]


dev:  12%|█▏        | 322/2703 [00:16<01:34, 25.18it/s]


dev:  12%|█▏        | 325/2703 [00:16<01:32, 25.77it/s]


dev:  12%|█▏        | 328/2703 [00:16<01:29, 26.44it/s]


dev:  12%|█▏        | 331/2703 [00:16<01:28, 26.72it/s]


dev:  12%|█▏        | 334/2703 [00:16<01:30, 26.26it/s]


dev:  12%|█▏        | 337/2703 [00:16<01:28, 26.64it/s]


dev:  13%|█▎        | 340/2703 [00:17<01:30, 26.12it/s]


dev:  13%|█▎        | 343/2703 [00:17<01:27, 26.92it/s]


dev:  13%|█▎        | 346/2703 [00:17<01:27, 26.89it/s]


dev:  13%|█▎        | 349/2703 [00:17<01:27, 26.94it/s]


dev:  13%|█▎        | 352/2703 [00:17<01:25, 27.50it/s]


dev:  13%|█▎        | 355/2703 [00:17<01:25, 27.39it/s]


dev:  13%|█▎        | 358/2703 [00:17<01:26, 27.15it/s]


dev:  13%|█▎        | 361/2703 [00:17<01:26, 26.98it/s]


dev:  13%|█▎        | 364/2703 [00:17<01:26, 26.89it/s]


dev:  14%|█▎        | 367/2703 [00:18<01:25, 27.17it/s]


dev:  14%|█▎        | 370/2703 [00:18<01:24, 27.69it/s]


dev:  14%|█▍        | 373/2703 [00:18<01:25, 27.17it/s]


dev:  14%|█▍        | 376/2703 [00:18<01:25, 27.06it/s]


dev:  14%|█▍        | 379/2703 [00:18<01:23, 27.71it/s]


dev:  14%|█▍        | 382/2703 [00:18<01:25, 27.22it/s]


dev:  14%|█▍        | 385/2703 [00:18<01:25, 27.10it/s]


dev:  14%|█▍        | 388/2703 [00:18<01:23, 27.71it/s]


dev:  14%|█▍        | 391/2703 [00:18<01:26, 26.63it/s]


dev:  15%|█▍        | 394/2703 [00:19<01:25, 27.08it/s]


dev:  15%|█▍        | 398/2703 [00:19<01:22, 28.02it/s]


dev:  15%|█▍        | 401/2703 [00:19<01:22, 27.87it/s]


dev:  15%|█▍        | 404/2703 [00:19<01:23, 27.45it/s]


dev:  15%|█▌        | 407/2703 [00:19<01:23, 27.60it/s]


dev:  15%|█▌        | 410/2703 [00:19<01:23, 27.45it/s]


dev:  15%|█▌        | 413/2703 [00:19<01:22, 27.71it/s]


dev:  15%|█▌        | 416/2703 [00:19<01:20, 28.32it/s]


dev:  16%|█▌        | 419/2703 [00:19<01:22, 27.85it/s]


dev:  16%|█▌        | 422/2703 [00:20<01:21, 27.88it/s]


dev:  16%|█▌        | 425/2703 [00:20<01:20, 28.27it/s]


dev:  16%|█▌        | 428/2703 [00:20<01:22, 27.55it/s]


dev:  16%|█▌        | 432/2703 [00:20<01:19, 28.52it/s]


dev:  16%|█▌        | 435/2703 [00:20<01:19, 28.43it/s]


dev:  16%|█▌        | 438/2703 [00:20<01:22, 27.33it/s]


dev:  16%|█▋        | 441/2703 [00:20<01:22, 27.41it/s]


dev:  16%|█▋        | 444/2703 [00:20<01:23, 27.06it/s]


dev:  17%|█▋        | 447/2703 [00:21<01:22, 27.22it/s]


dev:  17%|█▋        | 450/2703 [00:21<01:21, 27.80it/s]


dev:  17%|█▋        | 453/2703 [00:21<01:21, 27.77it/s]


dev:  17%|█▋        | 456/2703 [00:21<01:22, 27.28it/s]


dev:  17%|█▋        | 459/2703 [00:21<01:23, 27.03it/s]


dev:  17%|█▋        | 462/2703 [00:21<01:23, 26.97it/s]


dev:  17%|█▋        | 465/2703 [00:21<01:21, 27.35it/s]


dev:  17%|█▋        | 468/2703 [00:21<01:20, 27.81it/s]


dev:  17%|█▋        | 471/2703 [00:21<01:19, 27.91it/s]


dev:  18%|█▊        | 474/2703 [00:21<01:23, 26.77it/s]


dev:  18%|█▊        | 477/2703 [00:22<01:22, 27.14it/s]


dev:  18%|█▊        | 481/2703 [00:22<01:19, 28.10it/s]


dev:  18%|█▊        | 484/2703 [00:22<01:18, 28.34it/s]


dev:  18%|█▊        | 488/2703 [00:22<01:15, 29.15it/s]


dev:  18%|█▊        | 491/2703 [00:22<01:15, 29.28it/s]


dev:  18%|█▊        | 494/2703 [00:22<01:15, 29.45it/s]


dev:  18%|█▊        | 498/2703 [00:22<01:13, 29.99it/s]


dev:  19%|█▊        | 501/2703 [00:22<01:14, 29.58it/s]


dev:  19%|█▊        | 505/2703 [00:23<01:12, 30.39it/s]


dev:  19%|█▉        | 509/2703 [00:23<01:13, 29.82it/s]


dev:  19%|█▉        | 512/2703 [00:23<01:13, 29.76it/s]


dev:  19%|█▉        | 515/2703 [00:23<01:13, 29.59it/s]


dev:  19%|█▉        | 518/2703 [00:23<01:14, 29.30it/s]


dev:  19%|█▉        | 521/2703 [00:23<01:14, 29.39it/s]


dev:  19%|█▉        | 524/2703 [00:23<01:14, 29.35it/s]


dev:  19%|█▉        | 527/2703 [00:23<01:14, 29.06it/s]


dev:  20%|█▉        | 530/2703 [00:23<01:14, 29.11it/s]


dev:  20%|█▉        | 533/2703 [00:23<01:14, 28.96it/s]


dev:  20%|█▉        | 537/2703 [00:24<01:13, 29.50it/s]


dev:  20%|██        | 541/2703 [00:24<01:11, 30.09it/s]


dev:  20%|██        | 544/2703 [00:24<01:13, 29.31it/s]


dev:  20%|██        | 547/2703 [00:24<01:13, 29.43it/s]


dev:  20%|██        | 550/2703 [00:24<01:13, 29.43it/s]


dev:  20%|██        | 554/2703 [00:24<01:10, 30.43it/s]


dev:  21%|██        | 558/2703 [00:24<01:11, 30.11it/s]


dev:  21%|██        | 562/2703 [00:24<01:11, 30.06it/s]


dev:  21%|██        | 566/2703 [00:25<01:11, 29.77it/s]


dev:  21%|██        | 569/2703 [00:25<01:12, 29.59it/s]


dev:  21%|██        | 572/2703 [00:25<01:13, 28.82it/s]


dev:  21%|██▏       | 576/2703 [00:25<01:10, 30.00it/s]


dev:  21%|██▏       | 580/2703 [00:25<01:10, 30.16it/s]


dev:  22%|██▏       | 584/2703 [00:25<01:11, 29.65it/s]


dev:  22%|██▏       | 588/2703 [00:25<01:11, 29.76it/s]


dev:  22%|██▏       | 592/2703 [00:25<01:10, 29.88it/s]


dev:  22%|██▏       | 595/2703 [00:26<01:10, 29.87it/s]


dev:  22%|██▏       | 599/2703 [00:26<01:10, 29.68it/s]


dev:  22%|██▏       | 602/2703 [00:26<01:11, 29.25it/s]


dev:  22%|██▏       | 606/2703 [00:26<01:10, 29.88it/s]


dev:  23%|██▎       | 609/2703 [00:26<01:12, 28.87it/s]


dev:  23%|██▎       | 612/2703 [00:26<01:11, 29.12it/s]


dev:  23%|██▎       | 616/2703 [00:26<01:10, 29.71it/s]


dev:  23%|██▎       | 619/2703 [00:26<01:10, 29.72it/s]


dev:  23%|██▎       | 623/2703 [00:27<01:08, 30.32it/s]


dev:  23%|██▎       | 627/2703 [00:27<01:07, 30.74it/s]


dev:  23%|██▎       | 631/2703 [00:27<01:06, 31.08it/s]


dev:  23%|██▎       | 635/2703 [00:27<01:06, 31.02it/s]


dev:  24%|██▎       | 639/2703 [00:27<01:05, 31.37it/s]


dev:  24%|██▍       | 643/2703 [00:27<01:04, 31.78it/s]


dev:  24%|██▍       | 647/2703 [00:27<01:04, 31.94it/s]


dev:  24%|██▍       | 651/2703 [00:27<01:05, 31.27it/s]


dev:  24%|██▍       | 655/2703 [00:28<01:04, 31.71it/s]


dev:  24%|██▍       | 659/2703 [00:28<01:08, 29.92it/s]


dev:  25%|██▍       | 663/2703 [00:28<01:08, 29.95it/s]


dev:  25%|██▍       | 667/2703 [00:28<01:05, 31.12it/s]


dev:  25%|██▍       | 671/2703 [00:28<01:06, 30.67it/s]


dev:  25%|██▍       | 675/2703 [00:28<01:08, 29.79it/s]


dev:  25%|██▌       | 679/2703 [00:28<01:07, 30.05it/s]


dev:  25%|██▌       | 683/2703 [00:28<01:05, 30.73it/s]


dev:  25%|██▌       | 687/2703 [00:29<01:06, 30.10it/s]


dev:  26%|██▌       | 691/2703 [00:29<01:06, 30.41it/s]


dev:  26%|██▌       | 695/2703 [00:29<01:05, 30.71it/s]


dev:  26%|██▌       | 699/2703 [00:29<01:06, 30.01it/s]


dev:  26%|██▌       | 703/2703 [00:29<01:06, 29.90it/s]


dev:  26%|██▌       | 706/2703 [00:29<01:07, 29.72it/s]


dev:  26%|██▋       | 710/2703 [00:29<01:04, 30.89it/s]


dev:  26%|██▋       | 714/2703 [00:29<01:02, 31.81it/s]


dev:  27%|██▋       | 718/2703 [00:30<01:03, 31.04it/s]


dev:  27%|██▋       | 722/2703 [00:30<01:02, 31.59it/s]


dev:  27%|██▋       | 726/2703 [00:30<01:01, 32.34it/s]


dev:  27%|██▋       | 730/2703 [00:30<01:02, 31.47it/s]


dev:  27%|██▋       | 734/2703 [00:30<01:03, 31.08it/s]


dev:  27%|██▋       | 738/2703 [00:30<01:02, 31.50it/s]


dev:  27%|██▋       | 742/2703 [00:30<01:01, 31.81it/s]


dev:  28%|██▊       | 746/2703 [00:30<01:02, 31.24it/s]


dev:  28%|██▊       | 750/2703 [00:31<01:01, 31.90it/s]


dev:  28%|██▊       | 754/2703 [00:31<01:00, 32.27it/s]


dev:  28%|██▊       | 758/2703 [00:31<00:59, 32.46it/s]


dev:  28%|██▊       | 762/2703 [00:31<01:00, 31.96it/s]


dev:  28%|██▊       | 766/2703 [00:31<01:01, 31.47it/s]


dev:  28%|██▊       | 770/2703 [00:31<00:59, 32.28it/s]


dev:  29%|██▊       | 774/2703 [00:31<00:58, 32.90it/s]


dev:  29%|██▉       | 778/2703 [00:31<00:59, 32.47it/s]


dev:  29%|██▉       | 782/2703 [00:32<00:58, 33.06it/s]


dev:  29%|██▉       | 786/2703 [00:32<00:58, 32.72it/s]


dev:  29%|██▉       | 790/2703 [00:32<00:57, 33.14it/s]


dev:  29%|██▉       | 794/2703 [00:32<00:57, 33.15it/s]


dev:  30%|██▉       | 798/2703 [00:32<00:56, 33.55it/s]


dev:  30%|██▉       | 802/2703 [00:32<00:58, 32.77it/s]


dev:  30%|██▉       | 806/2703 [00:32<00:57, 32.79it/s]


dev:  30%|██▉       | 810/2703 [00:32<00:56, 33.35it/s]


dev:  30%|███       | 814/2703 [00:33<00:57, 33.08it/s]


dev:  30%|███       | 818/2703 [00:33<00:58, 31.99it/s]


dev:  30%|███       | 822/2703 [00:33<00:57, 32.59it/s]


dev:  31%|███       | 826/2703 [00:33<00:57, 32.68it/s]


dev:  31%|███       | 830/2703 [00:33<00:57, 32.44it/s]


dev:  31%|███       | 834/2703 [00:33<00:56, 33.17it/s]


dev:  31%|███       | 838/2703 [00:33<00:55, 33.70it/s]


dev:  31%|███       | 842/2703 [00:33<00:56, 32.87it/s]


dev:  31%|███▏      | 846/2703 [00:34<00:57, 32.33it/s]


dev:  31%|███▏      | 850/2703 [00:34<00:57, 32.50it/s]


dev:  32%|███▏      | 854/2703 [00:34<00:55, 33.35it/s]


dev:  32%|███▏      | 858/2703 [00:34<00:54, 33.67it/s]


dev:  32%|███▏      | 862/2703 [00:34<00:57, 32.21it/s]


dev:  32%|███▏      | 866/2703 [00:34<00:56, 32.67it/s]


dev:  32%|███▏      | 870/2703 [00:34<00:56, 32.24it/s]


dev:  32%|███▏      | 874/2703 [00:34<00:55, 33.14it/s]


dev:  32%|███▏      | 878/2703 [00:34<00:54, 33.32it/s]


dev:  33%|███▎      | 882/2703 [00:35<00:55, 32.67it/s]


dev:  33%|███▎      | 886/2703 [00:35<00:54, 33.50it/s]


dev:  33%|███▎      | 890/2703 [00:35<00:54, 33.12it/s]


dev:  33%|███▎      | 894/2703 [00:35<00:56, 31.85it/s]


dev:  33%|███▎      | 898/2703 [00:35<00:55, 32.71it/s]


dev:  33%|███▎      | 902/2703 [00:35<00:55, 32.16it/s]


dev:  34%|███▎      | 906/2703 [00:35<00:54, 33.23it/s]


dev:  34%|███▎      | 910/2703 [00:35<00:54, 32.82it/s]


dev:  34%|███▍      | 914/2703 [00:36<00:53, 33.22it/s]


dev:  34%|███▍      | 918/2703 [00:36<00:53, 33.21it/s]


dev:  34%|███▍      | 922/2703 [00:36<00:53, 33.53it/s]


dev:  34%|███▍      | 926/2703 [00:36<00:52, 33.72it/s]


dev:  34%|███▍      | 930/2703 [00:36<00:52, 33.92it/s]


dev:  35%|███▍      | 934/2703 [00:36<00:53, 33.03it/s]


dev:  35%|███▍      | 938/2703 [00:36<00:52, 33.55it/s]


dev:  35%|███▍      | 942/2703 [00:36<00:52, 33.25it/s]


dev:  35%|███▍      | 946/2703 [00:37<00:52, 33.39it/s]


dev:  35%|███▌      | 950/2703 [00:37<00:51, 34.19it/s]


dev:  35%|███▌      | 954/2703 [00:37<00:53, 32.93it/s]


dev:  35%|███▌      | 958/2703 [00:37<00:51, 33.57it/s]


dev:  36%|███▌      | 962/2703 [00:37<00:50, 34.43it/s]


dev:  36%|███▌      | 966/2703 [00:37<00:50, 34.08it/s]


dev:  36%|███▌      | 970/2703 [00:37<00:50, 34.58it/s]


dev:  36%|███▌      | 974/2703 [00:37<00:50, 34.43it/s]


dev:  36%|███▌      | 978/2703 [00:37<00:49, 34.62it/s]


dev:  36%|███▋      | 982/2703 [00:38<00:49, 34.63it/s]


dev:  36%|███▋      | 986/2703 [00:38<00:49, 34.49it/s]


dev:  37%|███▋      | 990/2703 [00:38<00:49, 34.28it/s]


dev:  37%|███▋      | 994/2703 [00:38<00:50, 33.92it/s]


dev:  37%|███▋      | 998/2703 [00:38<00:48, 35.06it/s]


dev:  37%|███▋      | 1002/2703 [00:38<00:48, 34.78it/s]


dev:  37%|███▋      | 1006/2703 [00:38<00:49, 34.51it/s]


dev:  37%|███▋      | 1010/2703 [00:38<00:49, 34.53it/s]


dev:  38%|███▊      | 1014/2703 [00:39<00:50, 33.33it/s]


dev:  38%|███▊      | 1018/2703 [00:39<00:49, 33.80it/s]


dev:  38%|███▊      | 1022/2703 [00:39<00:48, 34.79it/s]


dev:  38%|███▊      | 1026/2703 [00:39<00:48, 34.70it/s]


dev:  38%|███▊      | 1030/2703 [00:39<00:49, 34.02it/s]


dev:  38%|███▊      | 1034/2703 [00:39<00:48, 34.71it/s]


dev:  38%|███▊      | 1038/2703 [00:39<00:50, 33.05it/s]


dev:  39%|███▊      | 1042/2703 [00:39<00:49, 33.40it/s]


dev:  39%|███▊      | 1046/2703 [00:39<00:49, 33.81it/s]


dev:  39%|███▉      | 1050/2703 [00:40<00:48, 34.43it/s]


dev:  39%|███▉      | 1054/2703 [00:40<00:48, 34.32it/s]


dev:  39%|███▉      | 1058/2703 [00:40<00:47, 34.85it/s]


dev:  39%|███▉      | 1062/2703 [00:40<00:47, 34.39it/s]


dev:  39%|███▉      | 1066/2703 [00:40<00:47, 34.18it/s]


dev:  40%|███▉      | 1070/2703 [00:40<00:47, 34.51it/s]


dev:  40%|███▉      | 1074/2703 [00:40<00:46, 34.70it/s]


dev:  40%|███▉      | 1078/2703 [00:40<00:47, 34.21it/s]


dev:  40%|████      | 1082/2703 [00:41<00:46, 34.86it/s]


dev:  40%|████      | 1086/2703 [00:41<00:45, 35.37it/s]


dev:  40%|████      | 1090/2703 [00:41<00:46, 34.69it/s]


dev:  40%|████      | 1094/2703 [00:41<00:46, 34.92it/s]


dev:  41%|████      | 1098/2703 [00:41<00:46, 34.88it/s]


dev:  41%|████      | 1102/2703 [00:41<00:46, 34.61it/s]


dev:  41%|████      | 1106/2703 [00:41<00:45, 34.76it/s]


dev:  41%|████      | 1110/2703 [00:41<00:46, 34.62it/s]


dev:  41%|████      | 1114/2703 [00:41<00:46, 34.48it/s]


dev:  41%|████▏     | 1118/2703 [00:42<00:44, 35.40it/s]


dev:  42%|████▏     | 1122/2703 [00:42<00:45, 34.72it/s]


dev:  42%|████▏     | 1126/2703 [00:42<00:45, 35.01it/s]


dev:  42%|████▏     | 1130/2703 [00:42<00:44, 35.51it/s]


dev:  42%|████▏     | 1134/2703 [00:42<00:44, 35.60it/s]


dev:  42%|████▏     | 1138/2703 [00:42<00:43, 36.21it/s]


dev:  42%|████▏     | 1142/2703 [00:42<00:43, 36.00it/s]


dev:  42%|████▏     | 1146/2703 [00:42<00:45, 34.52it/s]


dev:  43%|████▎     | 1150/2703 [00:42<00:45, 34.41it/s]


dev:  43%|████▎     | 1154/2703 [00:43<00:43, 35.61it/s]


dev:  43%|████▎     | 1158/2703 [00:43<00:42, 36.04it/s]


dev:  43%|████▎     | 1162/2703 [00:43<00:42, 36.64it/s]


dev:  43%|████▎     | 1166/2703 [00:43<00:42, 36.41it/s]


dev:  43%|████▎     | 1170/2703 [00:43<00:43, 35.13it/s]


dev:  43%|████▎     | 1174/2703 [00:43<00:43, 35.12it/s]


dev:  44%|████▎     | 1178/2703 [00:43<00:42, 35.50it/s]


dev:  44%|████▎     | 1182/2703 [00:43<00:42, 35.86it/s]


dev:  44%|████▍     | 1186/2703 [00:43<00:42, 35.81it/s]


dev:  44%|████▍     | 1190/2703 [00:44<00:43, 35.10it/s]


dev:  44%|████▍     | 1194/2703 [00:44<00:42, 35.19it/s]


dev:  44%|████▍     | 1198/2703 [00:44<00:42, 35.57it/s]


dev:  44%|████▍     | 1202/2703 [00:44<00:41, 36.59it/s]


dev:  45%|████▍     | 1206/2703 [00:44<00:40, 36.79it/s]


dev:  45%|████▍     | 1210/2703 [00:44<00:39, 37.52it/s]


dev:  45%|████▍     | 1214/2703 [00:44<00:41, 36.16it/s]


dev:  45%|████▌     | 1218/2703 [00:44<00:41, 35.47it/s]


dev:  45%|████▌     | 1223/2703 [00:44<00:40, 36.98it/s]


dev:  45%|████▌     | 1227/2703 [00:45<00:39, 36.98it/s]


dev:  46%|████▌     | 1231/2703 [00:45<00:39, 36.83it/s]


dev:  46%|████▌     | 1235/2703 [00:45<00:40, 36.17it/s]


dev:  46%|████▌     | 1239/2703 [00:45<00:40, 36.08it/s]


dev:  46%|████▌     | 1243/2703 [00:45<00:40, 36.33it/s]


dev:  46%|████▌     | 1247/2703 [00:45<00:39, 36.97it/s]


dev:  46%|████▋     | 1251/2703 [00:45<00:39, 36.36it/s]


dev:  46%|████▋     | 1255/2703 [00:45<00:39, 36.74it/s]


dev:  47%|████▋     | 1259/2703 [00:45<00:40, 35.52it/s]


dev:  47%|████▋     | 1263/2703 [00:46<00:39, 36.01it/s]


dev:  47%|████▋     | 1267/2703 [00:46<00:40, 35.11it/s]


dev:  47%|████▋     | 1272/2703 [00:46<00:38, 36.87it/s]


dev:  47%|████▋     | 1276/2703 [00:46<00:38, 37.43it/s]


dev:  47%|████▋     | 1280/2703 [00:46<00:38, 37.04it/s]


dev:  48%|████▊     | 1284/2703 [00:46<00:39, 35.80it/s]


dev:  48%|████▊     | 1288/2703 [00:46<00:38, 36.67it/s]


dev:  48%|████▊     | 1292/2703 [00:46<00:37, 37.30it/s]


dev:  48%|████▊     | 1296/2703 [00:46<00:37, 37.73it/s]


dev:  48%|████▊     | 1300/2703 [00:47<00:36, 38.33it/s]


dev:  48%|████▊     | 1304/2703 [00:47<00:36, 37.90it/s]


dev:  48%|████▊     | 1309/2703 [00:47<00:35, 38.75it/s]


dev:  49%|████▊     | 1314/2703 [00:47<00:35, 39.02it/s]


dev:  49%|████▉     | 1319/2703 [00:47<00:36, 38.34it/s]


dev:  49%|████▉     | 1323/2703 [00:47<00:36, 38.25it/s]


dev:  49%|████▉     | 1327/2703 [00:47<00:36, 38.15it/s]


dev:  49%|████▉     | 1331/2703 [00:47<00:36, 37.24it/s]


dev:  49%|████▉     | 1335/2703 [00:47<00:36, 37.54it/s]


dev:  50%|████▉     | 1339/2703 [00:48<00:36, 37.20it/s]


dev:  50%|████▉     | 1343/2703 [00:48<00:36, 37.36it/s]


dev:  50%|████▉     | 1347/2703 [00:48<00:36, 37.44it/s]


dev:  50%|████▉     | 1351/2703 [00:48<00:37, 35.75it/s]


dev:  50%|█████     | 1356/2703 [00:48<00:35, 37.64it/s]


dev:  50%|█████     | 1361/2703 [00:48<00:34, 38.64it/s]


dev:  50%|█████     | 1365/2703 [00:48<00:34, 38.69it/s]


dev:  51%|█████     | 1369/2703 [00:48<00:34, 38.36it/s]


dev:  51%|█████     | 1373/2703 [00:48<00:34, 38.34it/s]


dev:  51%|█████     | 1377/2703 [00:49<00:35, 37.31it/s]


dev:  51%|█████     | 1382/2703 [00:49<00:34, 38.30it/s]


dev:  51%|█████▏    | 1386/2703 [00:49<00:34, 37.86it/s]


dev:  51%|█████▏    | 1390/2703 [00:49<00:35, 37.45it/s]


dev:  52%|█████▏    | 1395/2703 [00:49<00:34, 37.95it/s]


dev:  52%|█████▏    | 1399/2703 [00:49<00:34, 37.53it/s]


dev:  52%|█████▏    | 1403/2703 [00:49<00:34, 37.57it/s]


dev:  52%|█████▏    | 1407/2703 [00:49<00:34, 37.64it/s]


dev:  52%|█████▏    | 1411/2703 [00:49<00:34, 37.34it/s]


dev:  52%|█████▏    | 1415/2703 [00:50<00:35, 35.96it/s]


dev:  53%|█████▎    | 1420/2703 [00:50<00:34, 37.68it/s]


dev:  53%|█████▎    | 1424/2703 [00:50<00:34, 36.82it/s]


dev:  53%|█████▎    | 1428/2703 [00:50<00:34, 37.14it/s]


dev:  53%|█████▎    | 1432/2703 [00:50<00:34, 36.66it/s]


dev:  53%|█████▎    | 1436/2703 [00:50<00:33, 37.41it/s]


dev:  53%|█████▎    | 1441/2703 [00:50<00:32, 38.73it/s]


dev:  53%|█████▎    | 1445/2703 [00:50<00:32, 38.93it/s]


dev:  54%|█████▎    | 1449/2703 [00:51<00:33, 37.79it/s]


dev:  54%|█████▍    | 1453/2703 [00:51<00:32, 37.91it/s]


dev:  54%|█████▍    | 1458/2703 [00:51<00:32, 38.89it/s]


dev:  54%|█████▍    | 1463/2703 [00:51<00:31, 39.94it/s]


dev:  54%|█████▍    | 1467/2703 [00:51<00:31, 39.16it/s]


dev:  54%|█████▍    | 1471/2703 [00:51<00:32, 38.31it/s]


dev:  55%|█████▍    | 1475/2703 [00:51<00:32, 37.64it/s]


dev:  55%|█████▍    | 1479/2703 [00:51<00:32, 38.25it/s]


dev:  55%|█████▍    | 1484/2703 [00:51<00:31, 38.48it/s]


dev:  55%|█████▌    | 1488/2703 [00:52<00:31, 38.84it/s]


dev:  55%|█████▌    | 1493/2703 [00:52<00:30, 39.81it/s]


dev:  55%|█████▌    | 1497/2703 [00:52<00:31, 37.86it/s]


dev:  56%|█████▌    | 1502/2703 [00:52<00:30, 39.30it/s]


dev:  56%|█████▌    | 1506/2703 [00:52<00:30, 38.73it/s]


dev:  56%|█████▌    | 1511/2703 [00:52<00:30, 39.42it/s]


dev:  56%|█████▌    | 1515/2703 [00:52<00:30, 39.49it/s]


dev:  56%|█████▌    | 1520/2703 [00:52<00:29, 39.86it/s]


dev:  56%|█████▋    | 1524/2703 [00:52<00:30, 38.97it/s]


dev:  57%|█████▋    | 1529/2703 [00:53<00:29, 39.79it/s]


dev:  57%|█████▋    | 1534/2703 [00:53<00:28, 40.34it/s]


dev:  57%|█████▋    | 1539/2703 [00:53<00:28, 40.59it/s]


dev:  57%|█████▋    | 1544/2703 [00:53<00:28, 40.66it/s]


dev:  57%|█████▋    | 1549/2703 [00:53<00:29, 39.47it/s]


dev:  57%|█████▋    | 1554/2703 [00:53<00:28, 39.77it/s]


dev:  58%|█████▊    | 1558/2703 [00:53<00:29, 39.38it/s]


dev:  58%|█████▊    | 1562/2703 [00:53<00:28, 39.47it/s]


dev:  58%|█████▊    | 1567/2703 [00:54<00:28, 39.87it/s]


dev:  58%|█████▊    | 1571/2703 [00:54<00:29, 38.73it/s]


dev:  58%|█████▊    | 1576/2703 [00:54<00:28, 39.76it/s]


dev:  58%|█████▊    | 1580/2703 [00:54<00:28, 39.01it/s]


dev:  59%|█████▊    | 1585/2703 [00:54<00:27, 39.94it/s]


dev:  59%|█████▉    | 1590/2703 [00:54<00:27, 40.06it/s]


dev:  59%|█████▉    | 1594/2703 [00:54<00:27, 39.96it/s]


dev:  59%|█████▉    | 1598/2703 [00:54<00:28, 38.83it/s]


dev:  59%|█████▉    | 1603/2703 [00:54<00:27, 39.40it/s]


dev:  59%|█████▉    | 1608/2703 [00:55<00:27, 39.81it/s]


dev:  60%|█████▉    | 1613/2703 [00:55<00:27, 40.27it/s]


dev:  60%|█████▉    | 1618/2703 [00:55<00:26, 40.21it/s]


dev:  60%|██████    | 1623/2703 [00:55<00:27, 39.35it/s]


dev:  60%|██████    | 1627/2703 [00:55<00:27, 39.24it/s]


dev:  60%|██████    | 1632/2703 [00:55<00:26, 40.46it/s]


dev:  61%|██████    | 1637/2703 [00:55<00:25, 41.05it/s]


dev:  61%|██████    | 1642/2703 [00:55<00:26, 40.36it/s]


dev:  61%|██████    | 1647/2703 [00:56<00:26, 40.07it/s]


dev:  61%|██████    | 1652/2703 [00:56<00:25, 40.64it/s]


dev:  61%|██████▏   | 1657/2703 [00:56<00:25, 41.44it/s]


dev:  61%|██████▏   | 1662/2703 [00:56<00:25, 40.24it/s]


dev:  62%|██████▏   | 1667/2703 [00:56<00:25, 40.63it/s]


dev:  62%|██████▏   | 1672/2703 [00:56<00:25, 41.08it/s]


dev:  62%|██████▏   | 1677/2703 [00:56<00:25, 40.17it/s]


dev:  62%|██████▏   | 1682/2703 [00:56<00:25, 40.53it/s]


dev:  62%|██████▏   | 1687/2703 [00:56<00:25, 40.17it/s]


dev:  63%|██████▎   | 1692/2703 [00:57<00:24, 41.09it/s]


dev:  63%|██████▎   | 1697/2703 [00:57<00:24, 41.65it/s]


dev:  63%|██████▎   | 1702/2703 [00:57<00:25, 39.95it/s]


dev:  63%|██████▎   | 1707/2703 [00:57<00:24, 40.19it/s]


dev:  63%|██████▎   | 1712/2703 [00:57<00:24, 40.52it/s]


dev:  64%|██████▎   | 1717/2703 [00:57<00:24, 40.62it/s]


dev:  64%|██████▎   | 1722/2703 [00:57<00:23, 41.14it/s]


dev:  64%|██████▍   | 1727/2703 [00:57<00:24, 39.98it/s]


dev:  64%|██████▍   | 1732/2703 [00:58<00:24, 39.78it/s]


dev:  64%|██████▍   | 1736/2703 [00:58<00:24, 39.15it/s]


dev:  64%|██████▍   | 1740/2703 [00:58<00:24, 39.13it/s]


dev:  65%|██████▍   | 1745/2703 [00:58<00:24, 39.72it/s]


dev:  65%|██████▍   | 1749/2703 [00:58<00:24, 38.93it/s]


dev:  65%|██████▍   | 1754/2703 [00:58<00:23, 40.53it/s]


dev:  65%|██████▌   | 1759/2703 [00:58<00:22, 41.14it/s]


dev:  65%|██████▌   | 1764/2703 [00:58<00:22, 40.97it/s]


dev:  65%|██████▌   | 1769/2703 [00:59<00:22, 42.00it/s]


dev:  66%|██████▌   | 1774/2703 [00:59<00:22, 42.02it/s]


dev:  66%|██████▌   | 1779/2703 [00:59<00:22, 41.14it/s]


dev:  66%|██████▌   | 1784/2703 [00:59<00:22, 40.02it/s]


dev:  66%|██████▌   | 1789/2703 [00:59<00:22, 40.14it/s]


dev:  66%|██████▋   | 1794/2703 [00:59<00:22, 40.47it/s]


dev:  67%|██████▋   | 1799/2703 [00:59<00:21, 41.74it/s]


dev:  67%|██████▋   | 1804/2703 [00:59<00:22, 39.60it/s]


dev:  67%|██████▋   | 1809/2703 [01:00<00:22, 40.23it/s]


dev:  67%|██████▋   | 1814/2703 [01:00<00:21, 41.23it/s]


dev:  67%|██████▋   | 1819/2703 [01:00<00:21, 41.26it/s]


dev:  67%|██████▋   | 1824/2703 [01:00<00:21, 41.67it/s]


dev:  68%|██████▊   | 1829/2703 [01:00<00:20, 41.77it/s]


dev:  68%|██████▊   | 1834/2703 [01:00<00:21, 41.08it/s]


dev:  68%|██████▊   | 1839/2703 [01:00<00:20, 42.00it/s]


dev:  68%|██████▊   | 1844/2703 [01:00<00:20, 41.36it/s]


dev:  68%|██████▊   | 1849/2703 [01:00<00:20, 41.57it/s]


dev:  69%|██████▊   | 1854/2703 [01:01<00:20, 40.48it/s]


dev:  69%|██████▉   | 1859/2703 [01:01<00:21, 40.02it/s]


dev:  69%|██████▉   | 1864/2703 [01:01<00:20, 40.75it/s]


dev:  69%|██████▉   | 1869/2703 [01:01<00:19, 41.80it/s]


dev:  69%|██████▉   | 1874/2703 [01:01<00:19, 42.57it/s]


dev:  70%|██████▉   | 1879/2703 [01:01<00:20, 39.90it/s]


dev:  70%|██████▉   | 1884/2703 [01:01<00:20, 40.24it/s]


dev:  70%|██████▉   | 1889/2703 [01:01<00:19, 41.08it/s]


dev:  70%|███████   | 1894/2703 [01:02<00:19, 41.15it/s]


dev:  70%|███████   | 1899/2703 [01:02<00:19, 41.52it/s]


dev:  70%|███████   | 1904/2703 [01:02<00:19, 41.64it/s]


dev:  71%|███████   | 1909/2703 [01:02<00:19, 41.54it/s]


dev:  71%|███████   | 1914/2703 [01:02<00:19, 41.29it/s]


dev:  71%|███████   | 1919/2703 [01:02<00:18, 41.69it/s]


dev:  71%|███████   | 1924/2703 [01:02<00:18, 42.26it/s]


dev:  71%|███████▏  | 1929/2703 [01:02<00:18, 42.23it/s]


dev:  72%|███████▏  | 1934/2703 [01:03<00:18, 41.30it/s]


dev:  72%|███████▏  | 1939/2703 [01:03<00:18, 42.11it/s]


dev:  72%|███████▏  | 1944/2703 [01:03<00:18, 41.68it/s]


dev:  72%|███████▏  | 1949/2703 [01:03<00:18, 41.58it/s]


dev:  72%|███████▏  | 1954/2703 [01:03<00:18, 41.15it/s]


dev:  72%|███████▏  | 1959/2703 [01:03<00:18, 41.21it/s]


dev:  73%|███████▎  | 1964/2703 [01:03<00:17, 42.18it/s]


dev:  73%|███████▎  | 1969/2703 [01:03<00:17, 42.80it/s]


dev:  73%|███████▎  | 1974/2703 [01:03<00:17, 42.45it/s]


dev:  73%|███████▎  | 1979/2703 [01:04<00:17, 42.56it/s]


dev:  73%|███████▎  | 1984/2703 [01:04<00:16, 42.49it/s]


dev:  74%|███████▎  | 1989/2703 [01:04<00:16, 42.05it/s]


dev:  74%|███████▍  | 1994/2703 [01:04<00:16, 42.43it/s]


dev:  74%|███████▍  | 1999/2703 [01:04<00:16, 43.22it/s]


dev:  74%|███████▍  | 2004/2703 [01:04<00:16, 42.68it/s]


dev:  74%|███████▍  | 2009/2703 [01:04<00:16, 42.95it/s]


dev:  75%|███████▍  | 2014/2703 [01:04<00:16, 41.50it/s]


dev:  75%|███████▍  | 2019/2703 [01:05<00:16, 42.46it/s]


dev:  75%|███████▍  | 2024/2703 [01:05<00:15, 42.91it/s]


dev:  75%|███████▌  | 2029/2703 [01:05<00:15, 42.74it/s]


dev:  75%|███████▌  | 2034/2703 [01:05<00:16, 41.77it/s]


dev:  75%|███████▌  | 2039/2703 [01:05<00:16, 40.54it/s]


dev:  76%|███████▌  | 2044/2703 [01:05<00:16, 40.39it/s]


dev:  76%|███████▌  | 2049/2703 [01:05<00:15, 41.77it/s]


dev:  76%|███████▌  | 2054/2703 [01:05<00:15, 41.98it/s]


dev:  76%|███████▌  | 2059/2703 [01:05<00:15, 42.32it/s]


dev:  76%|███████▋  | 2064/2703 [01:06<00:14, 42.77it/s]


dev:  77%|███████▋  | 2069/2703 [01:06<00:14, 42.43it/s]


dev:  77%|███████▋  | 2074/2703 [01:06<00:14, 42.05it/s]


dev:  77%|███████▋  | 2079/2703 [01:06<00:14, 42.86it/s]


dev:  77%|███████▋  | 2084/2703 [01:06<00:14, 43.18it/s]


dev:  77%|███████▋  | 2089/2703 [01:06<00:13, 43.92it/s]


dev:  77%|███████▋  | 2094/2703 [01:06<00:14, 42.28it/s]


dev:  78%|███████▊  | 2099/2703 [01:06<00:14, 43.02it/s]


dev:  78%|███████▊  | 2104/2703 [01:07<00:13, 43.63it/s]


dev:  78%|███████▊  | 2109/2703 [01:07<00:13, 44.27it/s]


dev:  78%|███████▊  | 2114/2703 [01:07<00:13, 44.04it/s]


dev:  78%|███████▊  | 2119/2703 [01:07<00:13, 44.21it/s]


dev:  79%|███████▊  | 2124/2703 [01:07<00:13, 42.92it/s]


dev:  79%|███████▉  | 2129/2703 [01:07<00:13, 43.59it/s]


dev:  79%|███████▉  | 2134/2703 [01:07<00:13, 42.70it/s]


dev:  79%|███████▉  | 2139/2703 [01:07<00:12, 43.52it/s]


dev:  79%|███████▉  | 2144/2703 [01:07<00:13, 42.71it/s]


dev:  80%|███████▉  | 2149/2703 [01:08<00:13, 42.55it/s]


dev:  80%|███████▉  | 2154/2703 [01:08<00:12, 43.17it/s]


dev:  80%|███████▉  | 2159/2703 [01:08<00:12, 43.23it/s]


dev:  80%|████████  | 2164/2703 [01:08<00:12, 43.60it/s]


dev:  80%|████████  | 2169/2703 [01:08<00:12, 44.12it/s]


dev:  80%|████████  | 2174/2703 [01:08<00:12, 43.38it/s]


dev:  81%|████████  | 2179/2703 [01:08<00:12, 42.26it/s]


dev:  81%|████████  | 2184/2703 [01:08<00:12, 42.88it/s]


dev:  81%|████████  | 2189/2703 [01:08<00:11, 43.51it/s]


dev:  81%|████████  | 2194/2703 [01:09<00:11, 44.17it/s]


dev:  81%|████████▏ | 2199/2703 [01:09<00:11, 43.00it/s]


dev:  82%|████████▏ | 2204/2703 [01:09<00:12, 41.52it/s]


dev:  82%|████████▏ | 2209/2703 [01:09<00:11, 42.20it/s]


dev:  82%|████████▏ | 2214/2703 [01:09<00:11, 42.56it/s]


dev:  82%|████████▏ | 2219/2703 [01:09<00:11, 43.45it/s]


dev:  82%|████████▏ | 2224/2703 [01:09<00:10, 43.76it/s]


dev:  82%|████████▏ | 2229/2703 [01:09<00:11, 41.89it/s]


dev:  83%|████████▎ | 2234/2703 [01:10<00:11, 42.60it/s]


dev:  83%|████████▎ | 2239/2703 [01:10<00:10, 43.13it/s]


dev:  83%|████████▎ | 2244/2703 [01:10<00:10, 42.80it/s]


dev:  83%|████████▎ | 2249/2703 [01:10<00:10, 43.27it/s]


dev:  83%|████████▎ | 2254/2703 [01:10<00:10, 42.77it/s]


dev:  84%|████████▎ | 2259/2703 [01:10<00:10, 42.82it/s]


dev:  84%|████████▍ | 2264/2703 [01:10<00:10, 43.01it/s]


dev:  84%|████████▍ | 2269/2703 [01:10<00:09, 43.44it/s]


dev:  84%|████████▍ | 2274/2703 [01:10<00:09, 44.04it/s]


dev:  84%|████████▍ | 2279/2703 [01:11<00:09, 43.64it/s]


dev:  84%|████████▍ | 2284/2703 [01:11<00:09, 43.16it/s]


dev:  85%|████████▍ | 2289/2703 [01:11<00:09, 42.95it/s]


dev:  85%|████████▍ | 2294/2703 [01:11<00:09, 42.80it/s]


dev:  85%|████████▌ | 2299/2703 [01:11<00:09, 43.21it/s]


dev:  85%|████████▌ | 2304/2703 [01:11<00:09, 42.99it/s]


dev:  85%|████████▌ | 2309/2703 [01:11<00:09, 42.55it/s]


dev:  86%|████████▌ | 2314/2703 [01:11<00:09, 41.91it/s]


dev:  86%|████████▌ | 2319/2703 [01:12<00:08, 42.67it/s]


dev:  86%|████████▌ | 2324/2703 [01:12<00:08, 43.32it/s]


dev:  86%|████████▌ | 2329/2703 [01:12<00:08, 43.88it/s]


dev:  86%|████████▋ | 2334/2703 [01:12<00:08, 42.64it/s]


dev:  87%|████████▋ | 2339/2703 [01:12<00:08, 42.37it/s]


dev:  87%|████████▋ | 2344/2703 [01:12<00:08, 42.89it/s]


dev:  87%|████████▋ | 2349/2703 [01:12<00:08, 43.81it/s]


dev:  87%|████████▋ | 2354/2703 [01:12<00:08, 43.08it/s]


dev:  87%|████████▋ | 2359/2703 [01:12<00:07, 43.99it/s]


dev:  87%|████████▋ | 2364/2703 [01:13<00:07, 43.89it/s]


dev:  88%|████████▊ | 2369/2703 [01:13<00:07, 44.25it/s]


dev:  88%|████████▊ | 2374/2703 [01:13<00:07, 43.51it/s]


dev:  88%|████████▊ | 2379/2703 [01:13<00:07, 44.28it/s]


dev:  88%|████████▊ | 2384/2703 [01:13<00:07, 44.77it/s]


dev:  88%|████████▊ | 2389/2703 [01:13<00:06, 44.95it/s]


dev:  89%|████████▊ | 2394/2703 [01:13<00:06, 44.48it/s]


dev:  89%|████████▉ | 2399/2703 [01:13<00:06, 44.35it/s]


dev:  89%|████████▉ | 2404/2703 [01:13<00:06, 45.49it/s]


dev:  89%|████████▉ | 2409/2703 [01:14<00:06, 46.49it/s]


dev:  89%|████████▉ | 2414/2703 [01:14<00:06, 46.77it/s]


dev:  89%|████████▉ | 2419/2703 [01:14<00:06, 45.41it/s]


dev:  90%|████████▉ | 2424/2703 [01:14<00:06, 43.21it/s]


dev:  90%|████████▉ | 2430/2703 [01:14<00:05, 45.58it/s]


dev:  90%|█████████ | 2435/2703 [01:14<00:05, 45.42it/s]


dev:  90%|█████████ | 2440/2703 [01:14<00:05, 45.12it/s]


dev:  90%|█████████ | 2445/2703 [01:14<00:05, 43.83it/s]


dev:  91%|█████████ | 2450/2703 [01:14<00:05, 43.55it/s]


dev:  91%|█████████ | 2455/2703 [01:15<00:05, 44.78it/s]


dev:  91%|█████████ | 2460/2703 [01:15<00:05, 44.90it/s]


dev:  91%|█████████ | 2465/2703 [01:15<00:05, 43.96it/s]


dev:  91%|█████████▏| 2470/2703 [01:15<00:05, 44.49it/s]


dev:  92%|█████████▏| 2475/2703 [01:15<00:05, 44.06it/s]


dev:  92%|█████████▏| 2480/2703 [01:15<00:05, 44.11it/s]


dev:  92%|█████████▏| 2485/2703 [01:15<00:04, 43.92it/s]


dev:  92%|█████████▏| 2490/2703 [01:15<00:04, 43.63it/s]


dev:  92%|█████████▏| 2495/2703 [01:16<00:04, 42.93it/s]


dev:  92%|█████████▏| 2500/2703 [01:16<00:04, 42.75it/s]


dev:  93%|█████████▎| 2506/2703 [01:16<00:04, 45.08it/s]


dev:  93%|█████████▎| 2511/2703 [01:16<00:04, 44.73it/s]


dev:  93%|█████████▎| 2516/2703 [01:16<00:04, 44.84it/s]


dev:  93%|█████████▎| 2521/2703 [01:16<00:04, 45.08it/s]


dev:  93%|█████████▎| 2526/2703 [01:16<00:03, 44.98it/s]


dev:  94%|█████████▎| 2531/2703 [01:16<00:03, 44.96it/s]


dev:  94%|█████████▍| 2536/2703 [01:16<00:03, 46.10it/s]


dev:  94%|█████████▍| 2541/2703 [01:17<00:03, 46.10it/s]


dev:  94%|█████████▍| 2546/2703 [01:17<00:03, 45.98it/s]


dev:  94%|█████████▍| 2551/2703 [01:17<00:03, 44.91it/s]


dev:  95%|█████████▍| 2556/2703 [01:17<00:03, 44.52it/s]


dev:  95%|█████████▍| 2562/2703 [01:17<00:03, 46.83it/s]


dev:  95%|█████████▌| 2568/2703 [01:17<00:02, 50.02it/s]


dev:  95%|█████████▌| 2574/2703 [01:17<00:02, 50.63it/s]


dev:  95%|█████████▌| 2580/2703 [01:17<00:02, 48.58it/s]


dev:  96%|█████████▌| 2586/2703 [01:17<00:02, 49.69it/s]


dev:  96%|█████████▌| 2592/2703 [01:18<00:02, 51.92it/s]


dev:  96%|█████████▌| 2598/2703 [01:18<00:02, 50.70it/s]


dev:  96%|█████████▋| 2604/2703 [01:18<00:02, 47.20it/s]


dev:  97%|█████████▋| 2609/2703 [01:18<00:01, 47.06it/s]


dev:  97%|█████████▋| 2614/2703 [01:18<00:01, 47.01it/s]


dev:  97%|█████████▋| 2619/2703 [01:18<00:01, 45.10it/s]


dev:  97%|█████████▋| 2624/2703 [01:18<00:01, 45.62it/s]


dev:  97%|█████████▋| 2630/2703 [01:18<00:01, 48.67it/s]


dev:  97%|█████████▋| 2635/2703 [01:18<00:01, 47.96it/s]


dev:  98%|█████████▊| 2641/2703 [01:19<00:01, 49.03it/s]


dev:  98%|█████████▊| 2646/2703 [01:19<00:01, 47.05it/s]


dev:  98%|█████████▊| 2651/2703 [01:19<00:01, 47.61it/s]


dev:  98%|█████████▊| 2657/2703 [01:19<00:00, 50.60it/s]


dev:  99%|█████████▊| 2663/2703 [01:19<00:00, 50.06it/s]


dev:  99%|█████████▊| 2669/2703 [01:19<00:00, 48.96it/s]


dev:  99%|█████████▉| 2677/2703 [01:19<00:00, 57.01it/s]


dev:  99%|█████████▉| 2683/2703 [01:19<00:00, 54.94it/s]


dev: 100%|█████████▉| 2690/2703 [01:19<00:00, 58.09it/s]


dev: 100%|█████████▉| 2698/2703 [01:20<00:00, 63.18it/s]
dev: 100%|██████████| 2703/2703 [01:20<00:00, 33.66it/s]
dev loss: 2.0267088413238525
dev per: 0.5818678459937565

                                                            

                                                         
[Runner] - Save the checkpoint to:

overall: 100%|█████████▉| 3999/4000 [37:34<00:00,  2.08it/s]

train:  14%|█▍        | 484/3515 [05:12<24:18,  2.08it/s]
                                                            

                                                         
1. result/downstream/grid/states-4000.ckpt

overall: 100%|█████████▉| 3999/4000 [37:34<00:00,  2.08it/s]

train:  14%|█▍        | 484/3515 [05:12<24:18,  2.08it/s]
overall: 100%|██████████| 4000/4000 [37:34<00:00, 25.28s/it]

train:  14%|█▍        | 485/3515 [05:12<21:16:25, 25.28s/it]
train:  14%|█▍        | 485/3515 [05:13<32:36,  1.55it/s]   

overall: 100%|██████████| 4000/4000 [37:34<00:00,  1.77it/s]