2023-08-31 14:27:38 | INFO | s3prl.util.download | Requesting URL: https://huggingface.co/s3prl/converted_ckpts/resolve/main/wavlm_base_plus.pt
2023-08-31 14:27:38 | INFO | s3prl.util.download | Using URL's local file: /home/tony/.cache/s3prl/download/72cb34edf8a3724c720467cf40b77ad20b1b714b5f694e9db57f521467f9006b.wavlm_base_plus.pt
2023-08-31 14:27:39 | INFO | s3prl.upstream.wavlm.WavLM | WavLM Config: {'extractor_mode': 'default', 'encoder_layers': 12, 'encoder_embed_dim': 768, 'encoder_ffn_embed_dim': 3072, 'encoder_attention_heads': 12, 'activation_fn': 'gelu', 'layer_norm_first': False, 'conv_feature_layers': '[(512,10,5)] + [(512,3,2)] * 4 + [(512,2,2)] * 2', 'conv_bias': False, 'feature_grad_mult': 0.1, 'normalize': False, 'dropout': 0.1, 'attention_dropout': 0.1, 'activation_dropout': 0.0, 'encoder_layerdrop': 0.05, 'dropout_input': 0.1, 'dropout_features': 0.1, 'mask_length': 10, 'mask_prob': 0.8, 'mask_selection': 'static', 'mask_other': 0.0, 'no_mask_overlap': False, 'mask_min_space': 1, 'mask_channel_length': 10, 'mask_channel_prob': 0.0, 'mask_channel_selection': 'static', 'mask_channel_other': 0.0, 'no_mask_channel_overlap': False, 'mask_channel_min_space': 1, 'conv_pos': 128, 'conv_pos_groups': 16, 'relative_position_embedding': True, 'num_buckets': 320, 'max_distance': 800, 'gru_rel_pos': True}
/home/tony/anaconda3/envs/suno_env/lib/python3.10/site-packages/torch/nn/functional.py:4999: UserWarning: Support for mismatched key_padding_mask and attn_mask is deprecated. Use same type for both instead.
  warnings.warn(
[Featurizer] - Take a list of 13 features and weighted sum them.
[Featurizer] - The selected feature hidden_states's downsample rate is 320
[Runner] - Start a new experiment

overall:   0%|          | 0/4000 [00:00<?, ?it/s]

train:   0%|          | 0/2893 [00:00<?, ?it/s]
overall:   0%|          | 1/4000 [00:03<3:56:53,  3.55s/it]

train:   0%|          | 1/2893 [00:03<2:50:56,  3.55s/it]
overall:   0%|          | 2/4000 [00:04<2:02:02,  1.83s/it]

train:   0%|          | 2/2893 [00:04<1:28:05,  1.83s/it]
overall:   0%|          | 3/4000 [00:04<1:25:00,  1.28s/it]

train:   0%|          | 3/2893 [00:04<1:01:22,  1.27s/it]
overall:   0%|          | 4/4000 [00:05<1:07:36,  1.02s/it]

train:   0%|          | 4/2893 [00:05<48:49,  1.01s/it]  
overall:   0%|          | 5/4000 [00:06<57:51,  1.15it/s]  

train:   0%|          | 5/2893 [00:06<41:47,  1.15it/s]
overall:   0%|          | 6/4000 [00:06<52:05,  1.28it/s]

train:   0%|          | 6/2893 [00:06<37:37,  1.28it/s]
overall:   0%|          | 7/4000 [00:07<48:20,  1.38it/s]

train:   0%|          | 7/2893 [00:07<34:55,  1.38it/s]
overall:   0%|          | 8/4000 [00:07<46:00,  1.45it/s]

train:   0%|          | 8/2893 [00:07<33:14,  1.45it/s]
overall:   0%|          | 9/4000 [00:08<44:20,  1.50it/s]

train:   0%|          | 9/2893 [00:08<32:02,  1.50it/s]
overall:   0%|          | 10/4000 [00:09<43:16,  1.54it/s]

train:   0%|          | 10/2893 [00:09<31:15,  1.54it/s]
overall:   0%|          | 11/4000 [00:09<42:29,  1.56it/s]

train:   0%|          | 11/2893 [00:09<30:41,  1.56it/s]
overall:   0%|          | 12/4000 [00:10<42:00,  1.58it/s]

train:   0%|          | 12/2893 [00:10<30:20,  1.58it/s]
overall:   0%|          | 13/4000 [00:10<42:00,  1.58it/s]

train:   0%|          | 13/2893 [00:10<30:20,  1.58it/s]
overall:   0%|          | 14/4000 [00:11<41:39,  1.59it/s]

train:   0%|          | 14/2893 [00:11<30:05,  1.59it/s]
overall:   0%|          | 15/4000 [00:12<41:32,  1.60it/s]

train:   1%|          | 15/2893 [00:12<29:59,  1.60it/s]
overall:   0%|          | 16/4000 [00:12<41:29,  1.60it/s]

train:   1%|          | 16/2893 [00:12<29:57,  1.60it/s]
overall:   0%|          | 17/4000 [00:13<41:15,  1.61it/s]

train:   1%|          | 17/2893 [00:13<29:47,  1.61it/s]
overall:   0%|          | 18/4000 [00:14<41:12,  1.61it/s]

train:   1%|          | 18/2893 [00:14<29:45,  1.61it/s]
overall:   0%|          | 19/4000 [00:14<41:12,  1.61it/s]

train:   1%|          | 19/2893 [00:14<29:45,  1.61it/s]
overall:   0%|          | 20/4000 [00:15<41:09,  1.61it/s]

train:   1%|          | 20/2893 [00:15<29:42,  1.61it/s]
overall:   1%|          | 21/4000 [00:15<41:01,  1.62it/s]

train:   1%|          | 21/2893 [00:15<29:36,  1.62it/s]
overall:   1%|          | 22/4000 [00:16<40:50,  1.62it/s]

train:   1%|          | 22/2893 [00:16<29:28,  1.62it/s]
overall:   1%|          | 23/4000 [00:17<40:37,  1.63it/s]

train:   1%|          | 23/2893 [00:17<29:18,  1.63it/s]
overall:   1%|          | 24/4000 [00:17<40:43,  1.63it/s]

train:   1%|          | 24/2893 [00:17<29:23,  1.63it/s]
overall:   1%|          | 25/4000 [00:18<40:53,  1.62it/s]

train:   1%|          | 25/2893 [00:18<29:30,  1.62it/s]
overall:   1%|          | 26/4000 [00:18<40:49,  1.62it/s]

train:   1%|          | 26/2893 [00:18<29:27,  1.62it/s]
overall:   1%|          | 27/4000 [00:19<41:00,  1.61it/s]

train:   1%|          | 27/2893 [00:19<29:34,  1.61it/s]
overall:   1%|          | 28/4000 [00:20<40:58,  1.62it/s]

train:   1%|          | 28/2893 [00:20<29:33,  1.62it/s]
overall:   1%|          | 29/4000 [00:20<40:46,  1.62it/s]

train:   1%|          | 29/2893 [00:20<29:24,  1.62it/s]
overall:   1%|          | 30/4000 [00:21<40:46,  1.62it/s]

train:   1%|          | 30/2893 [00:21<29:24,  1.62it/s]
overall:   1%|          | 31/4000 [00:22<40:46,  1.62it/s]

train:   1%|          | 31/2893 [00:22<29:24,  1.62it/s]
overall:   1%|          | 32/4000 [00:22<40:39,  1.63it/s]

train:   1%|          | 32/2893 [00:22<29:18,  1.63it/s]
overall:   1%|          | 33/4000 [00:23<40:27,  1.63it/s]

train:   1%|          | 33/2893 [00:23<29:10,  1.63it/s]
overall:   1%|          | 34/4000 [00:23<40:27,  1.63it/s]

train:   1%|          | 34/2893 [00:23<29:10,  1.63it/s]
overall:   1%|          | 35/4000 [00:24<40:21,  1.64it/s]

train:   1%|          | 35/2893 [00:24<29:05,  1.64it/s]
overall:   1%|          | 36/4000 [00:25<40:18,  1.64it/s]

train:   1%|          | 36/2893 [00:25<29:03,  1.64it/s]
overall:   1%|          | 37/4000 [00:25<40:43,  1.62it/s]

train:   1%|▏         | 37/2893 [00:25<29:20,  1.62it/s]
overall:   1%|          | 38/4000 [00:26<40:29,  1.63it/s]

train:   1%|▏         | 38/2893 [00:26<29:10,  1.63it/s]
overall:   1%|          | 39/4000 [00:26<40:29,  1.63it/s]

train:   1%|▏         | 39/2893 [00:26<29:10,  1.63it/s]
overall:   1%|          | 40/4000 [00:27<40:35,  1.63it/s]

train:   1%|▏         | 40/2893 [00:27<29:14,  1.63it/s]
overall:   1%|          | 41/4000 [00:28<40:17,  1.64it/s]

train:   1%|▏         | 41/2893 [00:28<29:01,  1.64it/s]
overall:   1%|          | 42/4000 [00:28<40:20,  1.64it/s]

train:   1%|▏         | 42/2893 [00:28<29:03,  1.64it/s]
overall:   1%|          | 43/4000 [00:29<40:10,  1.64it/s]

train:   1%|▏         | 43/2893 [00:29<28:56,  1.64it/s]
overall:   1%|          | 44/4000 [00:30<40:27,  1.63it/s]

train:   2%|▏         | 44/2893 [00:30<29:08,  1.63it/s]
overall:   1%|          | 45/4000 [00:30<40:36,  1.62it/s]

train:   2%|▏         | 45/2893 [00:30<29:14,  1.62it/s]
overall:   1%|          | 46/4000 [00:31<40:36,  1.62it/s]

train:   2%|▏         | 46/2893 [00:31<29:14,  1.62it/s]
overall:   1%|          | 47/4000 [00:31<40:36,  1.62it/s]

train:   2%|▏         | 47/2893 [00:31<29:14,  1.62it/s]
overall:   1%|          | 48/4000 [00:32<40:44,  1.62it/s]

train:   2%|▏         | 48/2893 [00:32<29:19,  1.62it/s]
overall:   1%|          | 49/4000 [00:33<40:48,  1.61it/s]

train:   2%|▏         | 49/2893 [00:33<29:22,  1.61it/s]
overall:   1%|▏         | 50/4000 [00:33<40:52,  1.61it/s]

train:   2%|▏         | 50/2893 [00:33<29:24,  1.61it/s]
overall:   1%|▏         | 51/4000 [00:34<40:47,  1.61it/s]

train:   2%|▏         | 51/2893 [00:34<29:21,  1.61it/s]
overall:   1%|▏         | 52/4000 [00:34<40:40,  1.62it/s]

train:   2%|▏         | 52/2893 [00:34<29:16,  1.62it/s]
overall:   1%|▏         | 53/4000 [00:35<40:36,  1.62it/s]

train:   2%|▏         | 53/2893 [00:35<29:13,  1.62it/s]
overall:   1%|▏         | 54/4000 [00:36<40:40,  1.62it/s]

train:   2%|▏         | 54/2893 [00:36<29:15,  1.62it/s]
overall:   1%|▏         | 55/4000 [00:36<40:34,  1.62it/s]

train:   2%|▏         | 55/2893 [00:36<29:11,  1.62it/s]
overall:   1%|▏         | 56/4000 [00:37<40:40,  1.62it/s]

train:   2%|▏         | 56/2893 [00:37<29:15,  1.62it/s]
overall:   1%|▏         | 57/4000 [00:38<40:47,  1.61it/s]

train:   2%|▏         | 57/2893 [00:38<29:20,  1.61it/s]
overall:   1%|▏         | 58/4000 [00:38<40:38,  1.62it/s]

train:   2%|▏         | 58/2893 [00:38<29:13,  1.62it/s]
overall:   1%|▏         | 59/4000 [00:39<40:28,  1.62it/s]

train:   2%|▏         | 59/2893 [00:39<29:06,  1.62it/s]
overall:   2%|▏         | 60/4000 [00:39<40:23,  1.63it/s]

train:   2%|▏         | 60/2893 [00:39<29:02,  1.63it/s]
overall:   2%|▏         | 61/4000 [00:40<40:43,  1.61it/s]

train:   2%|▏         | 61/2893 [00:40<29:16,  1.61it/s]
overall:   2%|▏         | 62/4000 [00:41<40:49,  1.61it/s]

train:   2%|▏         | 62/2893 [00:41<29:20,  1.61it/s]
overall:   2%|▏         | 63/4000 [00:41<40:57,  1.60it/s]

train:   2%|▏         | 63/2893 [00:41<29:26,  1.60it/s]
overall:   2%|▏         | 64/4000 [00:42<41:03,  1.60it/s]

train:   2%|▏         | 64/2893 [00:42<29:30,  1.60it/s]
overall:   2%|▏         | 65/4000 [00:43<40:59,  1.60it/s]

train:   2%|▏         | 65/2893 [00:43<29:27,  1.60it/s]
overall:   2%|▏         | 66/4000 [00:43<40:54,  1.60it/s]

train:   2%|▏         | 66/2893 [00:43<29:24,  1.60it/s]
overall:   2%|▏         | 67/4000 [00:44<40:52,  1.60it/s]

train:   2%|▏         | 67/2893 [00:44<29:22,  1.60it/s]
overall:   2%|▏         | 68/4000 [00:44<41:01,  1.60it/s]

train:   2%|▏         | 68/2893 [00:44<29:28,  1.60it/s]
overall:   2%|▏         | 69/4000 [00:45<40:55,  1.60it/s]

train:   2%|▏         | 69/2893 [00:45<29:24,  1.60it/s]
overall:   2%|▏         | 70/4000 [00:46<40:51,  1.60it/s]

train:   2%|▏         | 70/2893 [00:46<29:20,  1.60it/s]
overall:   2%|▏         | 71/4000 [00:46<40:43,  1.61it/s]

train:   2%|▏         | 71/2893 [00:46<29:15,  1.61it/s]
overall:   2%|▏         | 72/4000 [00:47<40:41,  1.61it/s]

train:   2%|▏         | 72/2893 [00:47<29:13,  1.61it/s]
overall:   2%|▏         | 73/4000 [00:48<40:57,  1.60it/s]

train:   3%|▎         | 73/2893 [00:48<29:24,  1.60it/s]
overall:   2%|▏         | 74/4000 [00:48<40:56,  1.60it/s]

train:   3%|▎         | 74/2893 [00:48<29:23,  1.60it/s]
overall:   2%|▏         | 75/4000 [00:49<40:53,  1.60it/s]

train:   3%|▎         | 75/2893 [00:49<29:21,  1.60it/s]
overall:   2%|▏         | 76/4000 [00:49<40:38,  1.61it/s]

train:   3%|▎         | 76/2893 [00:49<29:10,  1.61it/s]
overall:   2%|▏         | 77/4000 [00:50<40:36,  1.61it/s]

train:   3%|▎         | 77/2893 [00:50<29:08,  1.61it/s]
overall:   2%|▏         | 78/4000 [00:51<40:43,  1.61it/s]

train:   3%|▎         | 78/2893 [00:51<29:13,  1.61it/s]
overall:   2%|▏         | 79/4000 [00:51<40:48,  1.60it/s]

train:   3%|▎         | 79/2893 [00:51<29:17,  1.60it/s]
overall:   2%|▏         | 80/4000 [00:52<40:48,  1.60it/s]

train:   3%|▎         | 80/2893 [00:52<29:17,  1.60it/s]
overall:   2%|▏         | 81/4000 [00:53<40:59,  1.59it/s]

train:   3%|▎         | 81/2893 [00:53<29:24,  1.59it/s]
overall:   2%|▏         | 82/4000 [00:53<40:53,  1.60it/s]

train:   3%|▎         | 82/2893 [00:53<29:20,  1.60it/s]
overall:   2%|▏         | 83/4000 [00:54<40:47,  1.60it/s]

train:   3%|▎         | 83/2893 [00:54<29:15,  1.60it/s]
overall:   2%|▏         | 84/4000 [00:54<40:57,  1.59it/s]

train:   3%|▎         | 84/2893 [00:54<29:22,  1.59it/s]
overall:   2%|▏         | 85/4000 [00:55<41:06,  1.59it/s]

train:   3%|▎         | 85/2893 [00:55<29:29,  1.59it/s]
overall:   2%|▏         | 86/4000 [00:56<41:06,  1.59it/s]

train:   3%|▎         | 86/2893 [00:56<29:28,  1.59it/s]
overall:   2%|▏         | 87/4000 [00:56<41:00,  1.59it/s]

train:   3%|▎         | 87/2893 [00:56<29:24,  1.59it/s]
overall:   2%|▏         | 88/4000 [00:57<40:45,  1.60it/s]

train:   3%|▎         | 88/2893 [00:57<29:13,  1.60it/s]
overall:   2%|▏         | 89/4000 [00:58<40:34,  1.61it/s]

train:   3%|▎         | 89/2893 [00:58<29:05,  1.61it/s]
overall:   2%|▏         | 90/4000 [00:58<40:34,  1.61it/s]

train:   3%|▎         | 90/2893 [00:58<29:05,  1.61it/s]
overall:   2%|▏         | 91/4000 [00:59<40:43,  1.60it/s]

train:   3%|▎         | 91/2893 [00:59<29:11,  1.60it/s]
overall:   2%|▏         | 92/4000 [00:59<40:40,  1.60it/s]

train:   3%|▎         | 92/2893 [00:59<29:09,  1.60it/s]
overall:   2%|▏         | 93/4000 [01:00<40:27,  1.61it/s]

train:   3%|▎         | 93/2893 [01:00<28:59,  1.61it/s]
overall:   2%|▏         | 94/4000 [01:01<40:27,  1.61it/s]

train:   3%|▎         | 94/2893 [01:01<28:59,  1.61it/s]
overall:   2%|▏         | 95/4000 [01:01<40:28,  1.61it/s]

train:   3%|▎         | 95/2893 [01:01<29:00,  1.61it/s]
overall:   2%|▏         | 96/4000 [01:02<40:25,  1.61it/s]

train:   3%|▎         | 96/2893 [01:02<28:57,  1.61it/s]
overall:   2%|▏         | 97/4000 [01:03<40:50,  1.59it/s]

train:   3%|▎         | 97/2893 [01:03<29:15,  1.59it/s]
overall:   2%|▏         | 98/4000 [01:03<40:34,  1.60it/s]

train:   3%|▎         | 98/2893 [01:03<29:03,  1.60it/s]
overall:   2%|▏         | 99/4000 [01:04<40:26,  1.61it/s]

train:   3%|▎         | 99/2893 [01:04<28:58,  1.61it/s]
overall:   2%|▎         | 100/4000 [01:04<40:20,  1.61it/s]

train:   3%|▎         | 100/2893 [01:04<28:53,  1.61it/s]
overall:   3%|▎         | 101/4000 [01:05<40:12,  1.62it/s]

train:   3%|▎         | 101/2893 [01:05<28:47,  1.62it/s]
overall:   3%|▎         | 102/4000 [01:06<40:08,  1.62it/s]

train:   4%|▎         | 102/2893 [01:06<28:44,  1.62it/s]
overall:   3%|▎         | 103/4000 [01:06<40:07,  1.62it/s]

train:   4%|▎         | 103/2893 [01:06<28:43,  1.62it/s]
overall:   3%|▎         | 104/4000 [01:07<40:15,  1.61it/s]

train:   4%|▎         | 104/2893 [01:07<28:49,  1.61it/s]
overall:   3%|▎         | 105/4000 [01:07<40:15,  1.61it/s]

train:   4%|▎         | 105/2893 [01:07<28:48,  1.61it/s]
overall:   3%|▎         | 106/4000 [01:08<40:14,  1.61it/s]

train:   4%|▎         | 106/2893 [01:08<28:47,  1.61it/s]
overall:   3%|▎         | 107/4000 [01:09<40:23,  1.61it/s]

train:   4%|▎         | 107/2893 [01:09<28:54,  1.61it/s]
overall:   3%|▎         | 108/4000 [01:09<40:25,  1.60it/s]

train:   4%|▎         | 108/2893 [01:09<28:55,  1.60it/s]
overall:   3%|▎         | 109/4000 [01:10<40:44,  1.59it/s]

train:   4%|▍         | 109/2893 [01:10<29:08,  1.59it/s]
overall:   3%|▎         | 110/4000 [01:11<40:46,  1.59it/s]

train:   4%|▍         | 110/2893 [01:11<29:10,  1.59it/s]
overall:   3%|▎         | 111/4000 [01:11<40:50,  1.59it/s]

train:   4%|▍         | 111/2893 [01:11<29:12,  1.59it/s]
overall:   3%|▎         | 112/4000 [01:12<40:32,  1.60it/s]

train:   4%|▍         | 112/2893 [01:12<29:00,  1.60it/s]
overall:   3%|▎         | 113/4000 [01:12<40:32,  1.60it/s]

train:   4%|▍         | 113/2893 [01:12<28:59,  1.60it/s]
overall:   3%|▎         | 114/4000 [01:13<40:38,  1.59it/s]

train:   4%|▍         | 114/2893 [01:13<29:03,  1.59it/s]
overall:   3%|▎         | 115/4000 [01:14<40:35,  1.60it/s]

train:   4%|▍         | 115/2893 [01:14<29:01,  1.60it/s]
overall:   3%|▎         | 116/4000 [01:14<40:41,  1.59it/s]

train:   4%|▍         | 116/2893 [01:14<29:05,  1.59it/s]
overall:   3%|▎         | 117/4000 [01:15<40:47,  1.59it/s]

train:   4%|▍         | 117/2893 [01:15<29:09,  1.59it/s]
overall:   3%|▎         | 118/4000 [01:16<40:31,  1.60it/s]

train:   4%|▍         | 118/2893 [01:16<28:58,  1.60it/s]
overall:   3%|▎         | 119/4000 [01:16<40:21,  1.60it/s]

train:   4%|▍         | 119/2893 [01:16<28:50,  1.60it/s]
overall:   3%|▎         | 120/4000 [01:17<40:27,  1.60it/s]

train:   4%|▍         | 120/2893 [01:17<28:54,  1.60it/s]
overall:   3%|▎         | 121/4000 [01:18<40:34,  1.59it/s]

train:   4%|▍         | 121/2893 [01:18<28:59,  1.59it/s]
overall:   3%|▎         | 122/4000 [01:18<40:26,  1.60it/s]

train:   4%|▍         | 122/2893 [01:18<28:53,  1.60it/s]
overall:   3%|▎         | 123/4000 [01:19<40:24,  1.60it/s]

train:   4%|▍         | 123/2893 [01:19<28:51,  1.60it/s]
overall:   3%|▎         | 124/4000 [01:19<40:19,  1.60it/s]

train:   4%|▍         | 124/2893 [01:19<28:48,  1.60it/s]
overall:   3%|▎         | 125/4000 [01:20<40:17,  1.60it/s]

train:   4%|▍         | 125/2893 [01:20<28:46,  1.60it/s]
overall:   3%|▎         | 126/4000 [01:21<40:27,  1.60it/s]

train:   4%|▍         | 126/2893 [01:21<28:53,  1.60it/s]
overall:   3%|▎         | 127/4000 [01:21<40:32,  1.59it/s]

train:   4%|▍         | 127/2893 [01:21<28:57,  1.59it/s]
overall:   3%|▎         | 128/4000 [01:22<40:40,  1.59it/s]

train:   4%|▍         | 128/2893 [01:22<29:02,  1.59it/s]
overall:   3%|▎         | 129/4000 [01:23<40:29,  1.59it/s]

train:   4%|▍         | 129/2893 [01:23<28:55,  1.59it/s]
overall:   3%|▎         | 130/4000 [01:23<40:20,  1.60it/s]

train:   4%|▍         | 130/2893 [01:23<28:47,  1.60it/s]
overall:   3%|▎         | 131/4000 [01:24<40:21,  1.60it/s]

train:   5%|▍         | 131/2893 [01:24<28:48,  1.60it/s]
overall:   3%|▎         | 132/4000 [01:24<40:27,  1.59it/s]

train:   5%|▍         | 132/2893 [01:24<28:52,  1.59it/s]
overall:   3%|▎         | 133/4000 [01:25<40:42,  1.58it/s]

train:   5%|▍         | 133/2893 [01:25<29:03,  1.58it/s]
overall:   3%|▎         | 134/4000 [01:26<40:30,  1.59it/s]

train:   5%|▍         | 134/2893 [01:26<28:54,  1.59it/s]
overall:   3%|▎         | 135/4000 [01:26<40:31,  1.59it/s]

train:   5%|▍         | 135/2893 [01:26<28:55,  1.59it/s]
overall:   3%|▎         | 136/4000 [01:27<40:29,  1.59it/s]

train:   5%|▍         | 136/2893 [01:27<28:53,  1.59it/s]
overall:   3%|▎         | 137/4000 [01:28<40:40,  1.58it/s]

train:   5%|▍         | 137/2893 [01:28<29:01,  1.58it/s]
overall:   3%|▎         | 138/4000 [01:28<40:33,  1.59it/s]

train:   5%|▍         | 138/2893 [01:28<28:55,  1.59it/s]
overall:   3%|▎         | 139/4000 [01:29<40:14,  1.60it/s]

train:   5%|▍         | 139/2893 [01:29<28:42,  1.60it/s]
overall:   4%|▎         | 140/4000 [01:29<40:08,  1.60it/s]

train:   5%|▍         | 140/2893 [01:29<28:38,  1.60it/s]
overall:   4%|▎         | 141/4000 [01:30<40:03,  1.61it/s]

train:   5%|▍         | 141/2893 [01:30<28:33,  1.61it/s]
overall:   4%|▎         | 142/4000 [01:31<39:59,  1.61it/s]

train:   5%|▍         | 142/2893 [01:31<28:31,  1.61it/s]
overall:   4%|▎         | 143/4000 [01:31<39:57,  1.61it/s]

train:   5%|▍         | 143/2893 [01:31<28:29,  1.61it/s]
overall:   4%|▎         | 144/4000 [01:32<40:01,  1.61it/s]

train:   5%|▍         | 144/2893 [01:32<28:32,  1.61it/s]
overall:   4%|▎         | 145/4000 [01:33<40:20,  1.59it/s]

train:   5%|▌         | 145/2893 [01:33<28:45,  1.59it/s]
overall:   4%|▎         | 146/4000 [01:33<40:15,  1.60it/s]

train:   5%|▌         | 146/2893 [01:33<28:41,  1.60it/s]
overall:   4%|▎         | 147/4000 [01:34<40:15,  1.60it/s]

train:   5%|▌         | 147/2893 [01:34<28:41,  1.60it/s]
overall:   4%|▎         | 148/4000 [01:34<40:24,  1.59it/s]

train:   5%|▌         | 148/2893 [01:34<28:47,  1.59it/s]
overall:   4%|▎         | 149/4000 [01:35<40:30,  1.58it/s]

train:   5%|▌         | 149/2893 [01:35<28:52,  1.58it/s]
overall:   4%|▍         | 150/4000 [01:36<40:29,  1.58it/s]

train:   5%|▌         | 150/2893 [01:36<28:51,  1.58it/s]
overall:   4%|▍         | 151/4000 [01:36<40:36,  1.58it/s]

train:   5%|▌         | 151/2893 [01:36<28:55,  1.58it/s]
overall:   4%|▍         | 152/4000 [01:37<40:45,  1.57it/s]

train:   5%|▌         | 152/2893 [01:37<29:01,  1.57it/s]
overall:   4%|▍         | 153/4000 [01:38<40:48,  1.57it/s]

train:   5%|▌         | 153/2893 [01:38<29:03,  1.57it/s]
overall:   4%|▍         | 154/4000 [01:38<40:26,  1.58it/s]

train:   5%|▌         | 154/2893 [01:38<28:48,  1.58it/s]
overall:   4%|▍         | 155/4000 [01:39<40:38,  1.58it/s]

train:   5%|▌         | 155/2893 [01:39<28:56,  1.58it/s]
overall:   4%|▍         | 156/4000 [01:40<40:49,  1.57it/s]

train:   5%|▌         | 156/2893 [01:40<29:04,  1.57it/s]
overall:   4%|▍         | 157/4000 [01:40<41:09,  1.56it/s]

train:   5%|▌         | 157/2893 [01:40<29:18,  1.56it/s]
overall:   4%|▍         | 158/4000 [01:41<41:01,  1.56it/s]

train:   5%|▌         | 158/2893 [01:41<29:11,  1.56it/s]
overall:   4%|▍         | 159/4000 [01:41<40:57,  1.56it/s]

train:   5%|▌         | 159/2893 [01:41<29:09,  1.56it/s]
overall:   4%|▍         | 160/4000 [01:42<40:51,  1.57it/s]

train:   6%|▌         | 160/2893 [01:42<29:04,  1.57it/s]
overall:   4%|▍         | 161/4000 [01:43<40:47,  1.57it/s]

train:   6%|▌         | 161/2893 [01:43<29:01,  1.57it/s]
overall:   4%|▍         | 162/4000 [01:43<40:43,  1.57it/s]

train:   6%|▌         | 162/2893 [01:43<28:58,  1.57it/s]
overall:   4%|▍         | 163/4000 [01:44<40:36,  1.58it/s]

train:   6%|▌         | 163/2893 [01:44<28:53,  1.57it/s]
overall:   4%|▍         | 164/4000 [01:45<40:37,  1.57it/s]

train:   6%|▌         | 164/2893 [01:45<28:54,  1.57it/s]
overall:   4%|▍         | 165/4000 [01:45<40:25,  1.58it/s]

train:   6%|▌         | 165/2893 [01:45<28:45,  1.58it/s]
overall:   4%|▍         | 166/4000 [01:46<40:22,  1.58it/s]

train:   6%|▌         | 166/2893 [01:46<28:42,  1.58it/s]
overall:   4%|▍         | 167/4000 [01:47<40:27,  1.58it/s]

train:   6%|▌         | 167/2893 [01:47<28:46,  1.58it/s]
overall:   4%|▍         | 168/4000 [01:47<40:30,  1.58it/s]

train:   6%|▌         | 168/2893 [01:47<28:48,  1.58it/s]
overall:   4%|▍         | 169/4000 [01:48<40:49,  1.56it/s]

train:   6%|▌         | 169/2893 [01:48<29:01,  1.56it/s]
overall:   4%|▍         | 170/4000 [01:48<40:43,  1.57it/s]

train:   6%|▌         | 170/2893 [01:48<28:56,  1.57it/s]
overall:   4%|▍         | 171/4000 [01:49<40:42,  1.57it/s]

train:   6%|▌         | 171/2893 [01:49<28:56,  1.57it/s]
overall:   4%|▍         | 172/4000 [01:50<40:42,  1.57it/s]

train:   6%|▌         | 172/2893 [01:50<28:56,  1.57it/s]
overall:   4%|▍         | 173/4000 [01:50<40:34,  1.57it/s]

train:   6%|▌         | 173/2893 [01:50<28:50,  1.57it/s]
overall:   4%|▍         | 174/4000 [01:51<40:42,  1.57it/s]

train:   6%|▌         | 174/2893 [01:51<28:55,  1.57it/s]
overall:   4%|▍         | 175/4000 [01:52<40:37,  1.57it/s]

train:   6%|▌         | 175/2893 [01:52<28:51,  1.57it/s]
overall:   4%|▍         | 176/4000 [01:52<40:40,  1.57it/s]

train:   6%|▌         | 176/2893 [01:52<28:53,  1.57it/s]
overall:   4%|▍         | 177/4000 [01:53<40:39,  1.57it/s]

train:   6%|▌         | 177/2893 [01:53<28:53,  1.57it/s]
overall:   4%|▍         | 178/4000 [01:54<40:28,  1.57it/s]

train:   6%|▌         | 178/2893 [01:54<28:45,  1.57it/s]
overall:   4%|▍         | 179/4000 [01:54<40:21,  1.58it/s]

train:   6%|▌         | 179/2893 [01:54<28:39,  1.58it/s]
overall:   4%|▍         | 180/4000 [01:55<40:25,  1.58it/s]

train:   6%|▌         | 180/2893 [01:55<28:42,  1.58it/s]
overall:   5%|▍         | 181/4000 [01:55<40:36,  1.57it/s]

train:   6%|▋         | 181/2893 [01:55<28:50,  1.57it/s]
overall:   5%|▍         | 182/4000 [01:56<40:42,  1.56it/s]

train:   6%|▋         | 182/2893 [01:56<28:54,  1.56it/s]
overall:   5%|▍         | 183/4000 [01:57<40:33,  1.57it/s]

train:   6%|▋         | 183/2893 [01:57<28:47,  1.57it/s]
overall:   5%|▍         | 184/4000 [01:57<40:23,  1.57it/s]

train:   6%|▋         | 184/2893 [01:57<28:40,  1.57it/s]
overall:   5%|▍         | 185/4000 [01:58<40:15,  1.58it/s]

train:   6%|▋         | 185/2893 [01:58<28:34,  1.58it/s]
overall:   5%|▍         | 186/4000 [01:59<40:20,  1.58it/s]

train:   6%|▋         | 186/2893 [01:59<28:37,  1.58it/s]
overall:   5%|▍         | 187/4000 [01:59<40:24,  1.57it/s]

train:   6%|▋         | 187/2893 [01:59<28:40,  1.57it/s]
overall:   5%|▍         | 188/4000 [02:00<40:23,  1.57it/s]

train:   6%|▋         | 188/2893 [02:00<28:40,  1.57it/s]
overall:   5%|▍         | 189/4000 [02:01<40:18,  1.58it/s]

train:   7%|▋         | 189/2893 [02:01<28:35,  1.58it/s]
overall:   5%|▍         | 190/4000 [02:01<40:16,  1.58it/s]

train:   7%|▋         | 190/2893 [02:01<28:33,  1.58it/s]
overall:   5%|▍         | 191/4000 [02:02<40:08,  1.58it/s]

train:   7%|▋         | 191/2893 [02:02<28:28,  1.58it/s]
overall:   5%|▍         | 192/4000 [02:02<40:05,  1.58it/s]

train:   7%|▋         | 192/2893 [02:02<28:26,  1.58it/s]
overall:   5%|▍         | 193/4000 [02:03<40:29,  1.57it/s]

train:   7%|▋         | 193/2893 [02:03<28:43,  1.57it/s]
overall:   5%|▍         | 194/4000 [02:04<40:15,  1.58it/s]

train:   7%|▋         | 194/2893 [02:04<28:33,  1.58it/s]
overall:   5%|▍         | 195/4000 [02:04<40:21,  1.57it/s]

train:   7%|▋         | 195/2893 [02:04<28:37,  1.57it/s]
overall:   5%|▍         | 196/4000 [02:05<40:21,  1.57it/s]

train:   7%|▋         | 196/2893 [02:05<28:36,  1.57it/s]
overall:   5%|▍         | 197/4000 [02:06<40:08,  1.58it/s]

train:   7%|▋         | 197/2893 [02:06<28:27,  1.58it/s]
overall:   5%|▍         | 198/4000 [02:06<40:10,  1.58it/s]

train:   7%|▋         | 198/2893 [02:06<28:28,  1.58it/s]
overall:   5%|▍         | 199/4000 [02:07<40:11,  1.58it/s]

train:   7%|▋         | 199/2893 [02:07<28:28,  1.58it/s]
overall:   5%|▌         | 200/4000 [02:08<40:18,  1.57it/s]

train:   7%|▋         | 200/2893 [02:08<28:34,  1.57it/s]
overall:   5%|▌         | 201/4000 [02:08<40:21,  1.57it/s]

train:   7%|▋         | 201/2893 [02:08<28:35,  1.57it/s]
overall:   5%|▌         | 202/4000 [02:09<40:06,  1.58it/s]

train:   7%|▋         | 202/2893 [02:09<28:25,  1.58it/s]
overall:   5%|▌         | 203/4000 [02:09<39:57,  1.58it/s]

train:   7%|▋         | 203/2893 [02:09<28:18,  1.58it/s]
overall:   5%|▌         | 204/4000 [02:10<39:58,  1.58it/s]

train:   7%|▋         | 204/2893 [02:10<28:18,  1.58it/s]
overall:   5%|▌         | 205/4000 [02:11<40:19,  1.57it/s]

train:   7%|▋         | 205/2893 [02:11<28:33,  1.57it/s]
overall:   5%|▌         | 206/4000 [02:11<40:25,  1.56it/s]

train:   7%|▋         | 206/2893 [02:11<28:37,  1.56it/s]
overall:   5%|▌         | 207/4000 [02:12<40:22,  1.57it/s]

train:   7%|▋         | 207/2893 [02:12<28:35,  1.57it/s]
overall:   5%|▌         | 208/4000 [02:13<40:26,  1.56it/s]

train:   7%|▋         | 208/2893 [02:13<28:38,  1.56it/s]
overall:   5%|▌         | 209/4000 [02:13<40:16,  1.57it/s]

train:   7%|▋         | 209/2893 [02:13<28:30,  1.57it/s]
overall:   5%|▌         | 210/4000 [02:14<40:17,  1.57it/s]

train:   7%|▋         | 210/2893 [02:14<28:31,  1.57it/s]
overall:   5%|▌         | 211/4000 [02:15<40:22,  1.56it/s]

train:   7%|▋         | 211/2893 [02:15<28:34,  1.56it/s]
overall:   5%|▌         | 212/4000 [02:15<40:14,  1.57it/s]

train:   7%|▋         | 212/2893 [02:15<28:29,  1.57it/s]
overall:   5%|▌         | 213/4000 [02:16<40:18,  1.57it/s]

train:   7%|▋         | 213/2893 [02:16<28:31,  1.57it/s]
overall:   5%|▌         | 214/4000 [02:16<40:09,  1.57it/s]

train:   7%|▋         | 214/2893 [02:16<28:24,  1.57it/s]
overall:   5%|▌         | 215/4000 [02:17<40:13,  1.57it/s]

train:   7%|▋         | 215/2893 [02:17<28:27,  1.57it/s]
overall:   5%|▌         | 216/4000 [02:18<40:14,  1.57it/s]

train:   7%|▋         | 216/2893 [02:18<28:28,  1.57it/s]
overall:   5%|▌         | 217/4000 [02:18<40:18,  1.56it/s]

train:   8%|▊         | 217/2893 [02:18<28:31,  1.56it/s]
overall:   5%|▌         | 218/4000 [02:19<40:08,  1.57it/s]

train:   8%|▊         | 218/2893 [02:19<28:23,  1.57it/s]
overall:   5%|▌         | 219/4000 [02:20<40:05,  1.57it/s]

train:   8%|▊         | 219/2893 [02:20<28:21,  1.57it/s]
overall:   6%|▌         | 220/4000 [02:20<40:06,  1.57it/s]

train:   8%|▊         | 220/2893 [02:20<28:21,  1.57it/s]
overall:   6%|▌         | 221/4000 [02:21<40:05,  1.57it/s]

train:   8%|▊         | 221/2893 [02:21<28:21,  1.57it/s]
overall:   6%|▌         | 222/4000 [02:22<40:00,  1.57it/s]

train:   8%|▊         | 222/2893 [02:22<28:17,  1.57it/s]
overall:   6%|▌         | 223/4000 [02:22<40:00,  1.57it/s]

train:   8%|▊         | 223/2893 [02:22<28:16,  1.57it/s]
overall:   6%|▌         | 224/4000 [02:23<40:02,  1.57it/s]

train:   8%|▊         | 224/2893 [02:23<28:18,  1.57it/s]
overall:   6%|▌         | 225/4000 [02:23<40:09,  1.57it/s]

train:   8%|▊         | 225/2893 [02:23<28:22,  1.57it/s]
overall:   6%|▌         | 226/4000 [02:24<40:02,  1.57it/s]

train:   8%|▊         | 226/2893 [02:24<28:18,  1.57it/s]
overall:   6%|▌         | 227/4000 [02:25<40:01,  1.57it/s]

train:   8%|▊         | 227/2893 [02:25<28:16,  1.57it/s]
overall:   6%|▌         | 228/4000 [02:25<40:03,  1.57it/s]

train:   8%|▊         | 228/2893 [02:25<28:17,  1.57it/s]
overall:   6%|▌         | 229/4000 [02:26<40:11,  1.56it/s]

train:   8%|▊         | 229/2893 [02:26<28:23,  1.56it/s]
overall:   6%|▌         | 230/4000 [02:27<40:13,  1.56it/s]

train:   8%|▊         | 230/2893 [02:27<28:24,  1.56it/s]
overall:   6%|▌         | 231/4000 [02:27<40:05,  1.57it/s]

train:   8%|▊         | 231/2893 [02:27<28:18,  1.57it/s]
overall:   6%|▌         | 232/4000 [02:28<40:13,  1.56it/s]

train:   8%|▊         | 232/2893 [02:28<28:24,  1.56it/s]
overall:   6%|▌         | 233/4000 [02:29<40:02,  1.57it/s]

train:   8%|▊         | 233/2893 [02:29<28:16,  1.57it/s]
overall:   6%|▌         | 234/4000 [02:29<40:07,  1.56it/s]

train:   8%|▊         | 234/2893 [02:29<28:19,  1.56it/s]
overall:   6%|▌         | 235/4000 [02:30<40:09,  1.56it/s]

train:   8%|▊         | 235/2893 [02:30<28:21,  1.56it/s]
overall:   6%|▌         | 236/4000 [02:30<40:04,  1.57it/s]

train:   8%|▊         | 236/2893 [02:30<28:17,  1.57it/s]
overall:   6%|▌         | 237/4000 [02:31<40:01,  1.57it/s]

train:   8%|▊         | 237/2893 [02:31<28:14,  1.57it/s]
overall:   6%|▌         | 238/4000 [02:32<39:49,  1.57it/s]

train:   8%|▊         | 238/2893 [02:32<28:06,  1.57it/s]
overall:   6%|▌         | 239/4000 [02:32<39:52,  1.57it/s]

train:   8%|▊         | 239/2893 [02:32<28:08,  1.57it/s]
overall:   6%|▌         | 240/4000 [02:33<39:54,  1.57it/s]

train:   8%|▊         | 240/2893 [02:33<28:09,  1.57it/s]
overall:   6%|▌         | 241/4000 [02:34<40:12,  1.56it/s]

train:   8%|▊         | 241/2893 [02:34<28:22,  1.56it/s]
overall:   6%|▌         | 242/4000 [02:34<40:14,  1.56it/s]

train:   8%|▊         | 242/2893 [02:34<28:23,  1.56it/s]
overall:   6%|▌         | 243/4000 [02:35<40:13,  1.56it/s]

train:   8%|▊         | 243/2893 [02:35<28:22,  1.56it/s]
overall:   6%|▌         | 244/4000 [02:36<40:10,  1.56it/s]

train:   8%|▊         | 244/2893 [02:36<28:19,  1.56it/s]
overall:   6%|▌         | 245/4000 [02:36<39:58,  1.57it/s]

train:   8%|▊         | 245/2893 [02:36<28:11,  1.57it/s]
overall:   6%|▌         | 246/4000 [02:37<39:47,  1.57it/s]

train:   9%|▊         | 246/2893 [02:37<28:03,  1.57it/s]
overall:   6%|▌         | 247/4000 [02:38<40:04,  1.56it/s]

train:   9%|▊         | 247/2893 [02:38<28:14,  1.56it/s]
overall:   6%|▌         | 248/4000 [02:38<40:02,  1.56it/s]

train:   9%|▊         | 248/2893 [02:38<28:13,  1.56it/s]
overall:   6%|▌         | 249/4000 [02:39<40:02,  1.56it/s]

train:   9%|▊         | 249/2893 [02:39<28:13,  1.56it/s]
overall:   6%|▋         | 250/4000 [02:39<40:02,  1.56it/s]

train:   9%|▊         | 250/2893 [02:39<28:13,  1.56it/s]
overall:   6%|▋         | 251/4000 [02:40<40:07,  1.56it/s]

train:   9%|▊         | 251/2893 [02:40<28:16,  1.56it/s]
overall:   6%|▋         | 252/4000 [02:41<40:03,  1.56it/s]

train:   9%|▊         | 252/2893 [02:41<28:13,  1.56it/s]
overall:   6%|▋         | 253/4000 [02:41<40:04,  1.56it/s]

train:   9%|▊         | 253/2893 [02:41<28:13,  1.56it/s]
overall:   6%|▋         | 254/4000 [02:42<40:08,  1.56it/s]

train:   9%|▉         | 254/2893 [02:42<28:16,  1.56it/s]
overall:   6%|▋         | 255/4000 [02:43<40:03,  1.56it/s]

train:   9%|▉         | 255/2893 [02:43<28:13,  1.56it/s]
overall:   6%|▋         | 256/4000 [02:43<39:59,  1.56it/s]

train:   9%|▉         | 256/2893 [02:43<28:09,  1.56it/s]
overall:   6%|▋         | 257/4000 [02:44<39:50,  1.57it/s]

train:   9%|▉         | 257/2893 [02:44<28:03,  1.57it/s]
overall:   6%|▋         | 258/4000 [02:45<39:51,  1.56it/s]

train:   9%|▉         | 258/2893 [02:45<28:03,  1.56it/s]
overall:   6%|▋         | 259/4000 [02:45<39:42,  1.57it/s]

train:   9%|▉         | 259/2893 [02:45<27:57,  1.57it/s]
overall:   6%|▋         | 260/4000 [02:46<39:44,  1.57it/s]

train:   9%|▉         | 260/2893 [02:46<27:58,  1.57it/s]
overall:   7%|▋         | 261/4000 [02:46<39:39,  1.57it/s]

train:   9%|▉         | 261/2893 [02:46<27:55,  1.57it/s]
overall:   7%|▋         | 262/4000 [02:47<39:39,  1.57it/s]

train:   9%|▉         | 262/2893 [02:47<27:54,  1.57it/s]
overall:   7%|▋         | 263/4000 [02:48<39:38,  1.57it/s]

train:   9%|▉         | 263/2893 [02:48<27:54,  1.57it/s]
overall:   7%|▋         | 264/4000 [02:48<39:42,  1.57it/s]

train:   9%|▉         | 264/2893 [02:48<27:56,  1.57it/s]
overall:   7%|▋         | 265/4000 [02:49<39:59,  1.56it/s]

train:   9%|▉         | 265/2893 [02:49<28:08,  1.56it/s]
overall:   7%|▋         | 266/4000 [02:50<39:59,  1.56it/s]

train:   9%|▉         | 266/2893 [02:50<28:08,  1.56it/s]
overall:   7%|▋         | 267/4000 [02:50<39:58,  1.56it/s]

train:   9%|▉         | 267/2893 [02:50<28:07,  1.56it/s]
overall:   7%|▋         | 268/4000 [02:51<40:01,  1.55it/s]

train:   9%|▉         | 268/2893 [02:51<28:08,  1.55it/s]
overall:   7%|▋         | 269/4000 [02:52<39:54,  1.56it/s]

train:   9%|▉         | 269/2893 [02:52<28:04,  1.56it/s]
overall:   7%|▋         | 270/4000 [02:52<39:55,  1.56it/s]

train:   9%|▉         | 270/2893 [02:52<28:04,  1.56it/s]
overall:   7%|▋         | 271/4000 [02:53<39:52,  1.56it/s]

train:   9%|▉         | 271/2893 [02:53<28:02,  1.56it/s]
overall:   7%|▋         | 272/4000 [02:54<39:56,  1.56it/s]

train:   9%|▉         | 272/2893 [02:54<28:04,  1.56it/s]
overall:   7%|▋         | 273/4000 [02:54<39:55,  1.56it/s]

train:   9%|▉         | 273/2893 [02:54<28:04,  1.56it/s]
overall:   7%|▋         | 274/4000 [02:55<39:52,  1.56it/s]

train:   9%|▉         | 274/2893 [02:55<28:01,  1.56it/s]
overall:   7%|▋         | 275/4000 [02:55<39:54,  1.56it/s]

train:  10%|▉         | 275/2893 [02:55<28:02,  1.56it/s]
overall:   7%|▋         | 276/4000 [02:56<40:02,  1.55it/s]

train:  10%|▉         | 276/2893 [02:56<28:08,  1.55it/s]
overall:   7%|▋         | 277/4000 [02:57<40:18,  1.54it/s]

train:  10%|▉         | 277/2893 [02:57<28:19,  1.54it/s]
overall:   7%|▋         | 278/4000 [02:57<40:16,  1.54it/s]

train:  10%|▉         | 278/2893 [02:57<28:17,  1.54it/s]
overall:   7%|▋         | 279/4000 [02:58<40:04,  1.55it/s]

train:  10%|▉         | 279/2893 [02:58<28:08,  1.55it/s]
overall:   7%|▋         | 280/4000 [02:59<40:06,  1.55it/s]

train:  10%|▉         | 280/2893 [02:59<28:10,  1.55it/s]
overall:   7%|▋         | 281/4000 [02:59<40:01,  1.55it/s]

train:  10%|▉         | 281/2893 [02:59<28:06,  1.55it/s]
overall:   7%|▋         | 282/4000 [03:00<39:52,  1.55it/s]

train:  10%|▉         | 282/2893 [03:00<28:00,  1.55it/s]
overall:   7%|▋         | 283/4000 [03:01<39:55,  1.55it/s]

train:  10%|▉         | 283/2893 [03:01<28:01,  1.55it/s]
overall:   7%|▋         | 284/4000 [03:01<40:00,  1.55it/s]

train:  10%|▉         | 284/2893 [03:01<28:05,  1.55it/s]
overall:   7%|▋         | 285/4000 [03:02<40:02,  1.55it/s]

train:  10%|▉         | 285/2893 [03:02<28:06,  1.55it/s]
overall:   7%|▋         | 286/4000 [03:03<39:51,  1.55it/s]

train:  10%|▉         | 286/2893 [03:03<27:58,  1.55it/s]
overall:   7%|▋         | 287/4000 [03:03<39:44,  1.56it/s]

train:  10%|▉         | 287/2893 [03:03<27:53,  1.56it/s]
overall:   7%|▋         | 288/4000 [03:04<39:51,  1.55it/s]

train:  10%|▉         | 288/2893 [03:04<27:58,  1.55it/s]
overall:   7%|▋         | 289/4000 [03:05<40:07,  1.54it/s]

train:  10%|▉         | 289/2893 [03:05<28:09,  1.54it/s]
overall:   7%|▋         | 290/4000 [03:05<40:00,  1.55it/s]

train:  10%|█         | 290/2893 [03:05<28:03,  1.55it/s]
overall:   7%|▋         | 291/4000 [03:06<39:50,  1.55it/s]

train:  10%|█         | 291/2893 [03:06<27:57,  1.55it/s]
overall:   7%|▋         | 292/4000 [03:06<39:55,  1.55it/s]

train:  10%|█         | 292/2893 [03:06<28:00,  1.55it/s]
overall:   7%|▋         | 293/4000 [03:07<39:49,  1.55it/s]

train:  10%|█         | 293/2893 [03:07<27:56,  1.55it/s]
overall:   7%|▋         | 294/4000 [03:08<39:45,  1.55it/s]

train:  10%|█         | 294/2893 [03:08<27:53,  1.55it/s]
overall:   7%|▋         | 295/4000 [03:08<39:46,  1.55it/s]

train:  10%|█         | 295/2893 [03:08<27:53,  1.55it/s]
overall:   7%|▋         | 296/4000 [03:09<39:56,  1.55it/s]

train:  10%|█         | 296/2893 [03:09<28:00,  1.55it/s]
overall:   7%|▋         | 297/4000 [03:10<39:49,  1.55it/s]

train:  10%|█         | 297/2893 [03:10<27:55,  1.55it/s]
overall:   7%|▋         | 298/4000 [03:10<39:33,  1.56it/s]

train:  10%|█         | 298/2893 [03:10<27:44,  1.56it/s]
overall:   7%|▋         | 299/4000 [03:11<39:27,  1.56it/s]

train:  10%|█         | 299/2893 [03:11<27:39,  1.56it/s]
overall:   8%|▊         | 300/4000 [03:12<39:31,  1.56it/s]

train:  10%|█         | 300/2893 [03:12<27:42,  1.56it/s]
overall:   8%|▊         | 301/4000 [03:12<39:44,  1.55it/s]

train:  10%|█         | 301/2893 [03:12<27:50,  1.55it/s]
overall:   8%|▊         | 302/4000 [03:13<39:42,  1.55it/s]

train:  10%|█         | 302/2893 [03:13<27:49,  1.55it/s]
overall:   8%|▊         | 303/4000 [03:14<39:39,  1.55it/s]

train:  10%|█         | 303/2893 [03:14<27:46,  1.55it/s]
overall:   8%|▊         | 304/4000 [03:14<39:33,  1.56it/s]

train:  11%|█         | 304/2893 [03:14<27:42,  1.56it/s]
overall:   8%|▊         | 305/4000 [03:15<39:35,  1.56it/s]

train:  11%|█         | 305/2893 [03:15<27:43,  1.56it/s]
overall:   8%|▊         | 306/4000 [03:15<39:33,  1.56it/s]

train:  11%|█         | 306/2893 [03:15<27:41,  1.56it/s]
overall:   8%|▊         | 307/4000 [03:16<39:33,  1.56it/s]

train:  11%|█         | 307/2893 [03:16<27:42,  1.56it/s]
overall:   8%|▊         | 308/4000 [03:17<39:35,  1.55it/s]

train:  11%|█         | 308/2893 [03:17<27:43,  1.55it/s]
overall:   8%|▊         | 309/4000 [03:17<39:33,  1.56it/s]

train:  11%|█         | 309/2893 [03:17<27:41,  1.56it/s]
overall:   8%|▊         | 310/4000 [03:18<39:35,  1.55it/s]

train:  11%|█         | 310/2893 [03:18<27:43,  1.55it/s]
overall:   8%|▊         | 311/4000 [03:19<39:25,  1.56it/s]

train:  11%|█         | 311/2893 [03:19<27:35,  1.56it/s]
overall:   8%|▊         | 312/4000 [03:19<39:29,  1.56it/s]

train:  11%|█         | 312/2893 [03:19<27:37,  1.56it/s]
overall:   8%|▊         | 313/4000 [03:20<39:49,  1.54it/s]

train:  11%|█         | 313/2893 [03:20<27:52,  1.54it/s]
overall:   8%|▊         | 314/4000 [03:21<39:46,  1.54it/s]

train:  11%|█         | 314/2893 [03:21<27:49,  1.54it/s]
overall:   8%|▊         | 315/4000 [03:21<39:43,  1.55it/s]

train:  11%|█         | 315/2893 [03:21<27:47,  1.55it/s]
overall:   8%|▊         | 316/4000 [03:22<39:49,  1.54it/s]

train:  11%|█         | 316/2893 [03:22<27:51,  1.54it/s]
overall:   8%|▊         | 317/4000 [03:23<39:35,  1.55it/s]

train:  11%|█         | 317/2893 [03:23<27:41,  1.55it/s]
overall:   8%|▊         | 318/4000 [03:23<39:38,  1.55it/s]

train:  11%|█         | 318/2893 [03:23<27:43,  1.55it/s]
overall:   8%|▊         | 319/4000 [03:24<39:35,  1.55it/s]

train:  11%|█         | 319/2893 [03:24<27:41,  1.55it/s]
overall:   8%|▊         | 320/4000 [03:24<39:30,  1.55it/s]

train:  11%|█         | 320/2893 [03:24<27:37,  1.55it/s]
overall:   8%|▊         | 321/4000 [03:25<39:40,  1.55it/s]

train:  11%|█         | 321/2893 [03:25<27:43,  1.55it/s]
overall:   8%|▊         | 322/4000 [03:26<39:31,  1.55it/s]

train:  11%|█         | 322/2893 [03:26<27:37,  1.55it/s]
overall:   8%|▊         | 323/4000 [03:26<39:31,  1.55it/s]

train:  11%|█         | 323/2893 [03:26<27:37,  1.55it/s]
overall:   8%|▊         | 324/4000 [03:27<39:32,  1.55it/s]

train:  11%|█         | 324/2893 [03:27<27:38,  1.55it/s]
overall:   8%|▊         | 325/4000 [03:28<39:38,  1.54it/s]

train:  11%|█         | 325/2893 [03:28<27:42,  1.54it/s]
overall:   8%|▊         | 326/4000 [03:28<39:38,  1.54it/s]

train:  11%|█▏        | 326/2893 [03:28<27:41,  1.54it/s]
overall:   8%|▊         | 327/4000 [03:29<39:33,  1.55it/s]

train:  11%|█▏        | 327/2893 [03:29<27:37,  1.55it/s]
overall:   8%|▊         | 328/4000 [03:30<39:30,  1.55it/s]

train:  11%|█▏        | 328/2893 [03:30<27:36,  1.55it/s]
overall:   8%|▊         | 329/4000 [03:30<39:20,  1.56it/s]

train:  11%|█▏        | 329/2893 [03:30<27:28,  1.56it/s]
overall:   8%|▊         | 330/4000 [03:31<39:22,  1.55it/s]

train:  11%|█▏        | 330/2893 [03:31<27:29,  1.55it/s]
overall:   8%|▊         | 331/4000 [03:32<39:22,  1.55it/s]

train:  11%|█▏        | 331/2893 [03:32<27:29,  1.55it/s]
overall:   8%|▊         | 332/4000 [03:32<39:21,  1.55it/s]

train:  11%|█▏        | 332/2893 [03:32<27:28,  1.55it/s]
overall:   8%|▊         | 333/4000 [03:33<39:14,  1.56it/s]

train:  12%|█▏        | 333/2893 [03:33<27:23,  1.56it/s]
overall:   8%|▊         | 334/4000 [03:33<39:12,  1.56it/s]

train:  12%|█▏        | 334/2893 [03:33<27:22,  1.56it/s]
overall:   8%|▊         | 335/4000 [03:34<39:14,  1.56it/s]

train:  12%|█▏        | 335/2893 [03:34<27:23,  1.56it/s]
overall:   8%|▊         | 336/4000 [03:35<39:19,  1.55it/s]

train:  12%|█▏        | 336/2893 [03:35<27:26,  1.55it/s]
overall:   8%|▊         | 337/4000 [03:36<42:12,  1.45it/s]

train:  12%|█▏        | 337/2893 [03:36<29:26,  1.45it/s]
overall:   8%|▊         | 338/4000 [03:36<41:23,  1.47it/s]

train:  12%|█▏        | 338/2893 [03:36<28:52,  1.47it/s]
overall:   8%|▊         | 339/4000 [03:37<41:03,  1.49it/s]

train:  12%|█▏        | 339/2893 [03:37<28:38,  1.49it/s]
overall:   8%|▊         | 340/4000 [03:38<40:48,  1.49it/s]

train:  12%|█▏        | 340/2893 [03:38<28:27,  1.49it/s]
overall:   9%|▊         | 341/4000 [03:38<40:19,  1.51it/s]

train:  12%|█▏        | 341/2893 [03:38<28:07,  1.51it/s]
overall:   9%|▊         | 342/4000 [03:39<40:20,  1.51it/s]

train:  12%|█▏        | 342/2893 [03:39<28:07,  1.51it/s]
overall:   9%|▊         | 343/4000 [03:39<39:55,  1.53it/s]

train:  12%|█▏        | 343/2893 [03:39<27:50,  1.53it/s]
overall:   9%|▊         | 344/4000 [03:40<39:42,  1.53it/s]

train:  12%|█▏        | 344/2893 [03:40<27:40,  1.53it/s]
overall:   9%|▊         | 345/4000 [03:41<39:42,  1.53it/s]

train:  12%|█▏        | 345/2893 [03:41<27:40,  1.53it/s]
overall:   9%|▊         | 346/4000 [03:41<39:41,  1.53it/s]

train:  12%|█▏        | 346/2893 [03:41<27:39,  1.53it/s]
overall:   9%|▊         | 347/4000 [03:42<39:44,  1.53it/s]

train:  12%|█▏        | 347/2893 [03:42<27:42,  1.53it/s]
overall:   9%|▊         | 348/4000 [03:43<39:39,  1.53it/s]

train:  12%|█▏        | 348/2893 [03:43<27:38,  1.53it/s]
overall:   9%|▊         | 349/4000 [03:43<39:45,  1.53it/s]

train:  12%|█▏        | 349/2893 [03:43<27:42,  1.53it/s]
overall:   9%|▉         | 350/4000 [03:44<39:27,  1.54it/s]

train:  12%|█▏        | 350/2893 [03:44<27:29,  1.54it/s]
overall:   9%|▉         | 351/4000 [03:45<39:48,  1.53it/s]

train:  12%|█▏        | 351/2893 [03:45<27:43,  1.53it/s]
overall:   9%|▉         | 352/4000 [03:45<39:32,  1.54it/s]

train:  12%|█▏        | 352/2893 [03:45<27:32,  1.54it/s]
overall:   9%|▉         | 353/4000 [03:46<39:17,  1.55it/s]

train:  12%|█▏        | 353/2893 [03:46<27:21,  1.55it/s]
overall:   9%|▉         | 354/4000 [03:47<39:14,  1.55it/s]

train:  12%|█▏        | 354/2893 [03:47<27:19,  1.55it/s]
overall:   9%|▉         | 355/4000 [03:47<39:05,  1.55it/s]

train:  12%|█▏        | 355/2893 [03:47<27:13,  1.55it/s]
overall:   9%|▉         | 356/4000 [03:48<39:08,  1.55it/s]

train:  12%|█▏        | 356/2893 [03:48<27:15,  1.55it/s]
overall:   9%|▉         | 357/4000 [03:49<39:00,  1.56it/s]

train:  12%|█▏        | 357/2893 [03:49<27:09,  1.56it/s]
overall:   9%|▉         | 358/4000 [03:49<38:53,  1.56it/s]

train:  12%|█▏        | 358/2893 [03:49<27:04,  1.56it/s]
overall:   9%|▉         | 359/4000 [03:50<39:03,  1.55it/s]

train:  12%|█▏        | 359/2893 [03:50<27:11,  1.55it/s]
overall:   9%|▉         | 360/4000 [03:50<39:00,  1.56it/s]

train:  12%|█▏        | 360/2893 [03:50<27:08,  1.56it/s]
overall:   9%|▉         | 361/4000 [03:51<39:08,  1.55it/s]

train:  12%|█▏        | 361/2893 [03:51<27:14,  1.55it/s]
overall:   9%|▉         | 362/4000 [03:52<39:08,  1.55it/s]

train:  13%|█▎        | 362/2893 [03:52<27:14,  1.55it/s]
overall:   9%|▉         | 363/4000 [03:52<39:11,  1.55it/s]

train:  13%|█▎        | 363/2893 [03:52<27:15,  1.55it/s]
overall:   9%|▉         | 364/4000 [03:53<39:06,  1.55it/s]

train:  13%|█▎        | 364/2893 [03:53<27:11,  1.55it/s]
overall:   9%|▉         | 365/4000 [03:54<38:55,  1.56it/s]

train:  13%|█▎        | 365/2893 [03:54<27:04,  1.56it/s]
overall:   9%|▉         | 366/4000 [03:54<38:52,  1.56it/s]

train:  13%|█▎        | 366/2893 [03:54<27:01,  1.56it/s]
overall:   9%|▉         | 367/4000 [03:55<38:48,  1.56it/s]

train:  13%|█▎        | 367/2893 [03:55<26:58,  1.56it/s]
overall:   9%|▉         | 368/4000 [03:56<38:50,  1.56it/s]

train:  13%|█▎        | 368/2893 [03:56<27:00,  1.56it/s]
overall:   9%|▉         | 369/4000 [03:56<38:54,  1.56it/s]

train:  13%|█▎        | 369/2893 [03:56<27:02,  1.56it/s]
overall:   9%|▉         | 370/4000 [03:57<38:46,  1.56it/s]

train:  13%|█▎        | 370/2893 [03:57<26:56,  1.56it/s]
overall:   9%|▉         | 371/4000 [03:58<38:45,  1.56it/s]

train:  13%|█▎        | 371/2893 [03:58<26:56,  1.56it/s]
overall:   9%|▉         | 372/4000 [03:58<38:47,  1.56it/s]

train:  13%|█▎        | 372/2893 [03:58<26:57,  1.56it/s]
overall:   9%|▉         | 373/4000 [03:59<38:58,  1.55it/s]

train:  13%|█▎        | 373/2893 [03:59<27:04,  1.55it/s]
overall:   9%|▉         | 374/4000 [03:59<38:57,  1.55it/s]

train:  13%|█▎        | 374/2893 [03:59<27:03,  1.55it/s]
overall:   9%|▉         | 375/4000 [04:00<38:53,  1.55it/s]

train:  13%|█▎        | 375/2893 [04:00<27:00,  1.55it/s]
overall:   9%|▉         | 376/4000 [04:01<38:56,  1.55it/s]

train:  13%|█▎        | 376/2893 [04:01<27:03,  1.55it/s]
overall:   9%|▉         | 377/4000 [04:01<38:50,  1.55it/s]

train:  13%|█▎        | 377/2893 [04:01<26:58,  1.55it/s]
overall:   9%|▉         | 378/4000 [04:02<38:39,  1.56it/s]

train:  13%|█▎        | 378/2893 [04:02<26:50,  1.56it/s]
overall:   9%|▉         | 379/4000 [04:03<38:42,  1.56it/s]

train:  13%|█▎        | 379/2893 [04:03<26:52,  1.56it/s]
overall:  10%|▉         | 380/4000 [04:03<38:45,  1.56it/s]

train:  13%|█▎        | 380/2893 [04:03<26:54,  1.56it/s]
overall:  10%|▉         | 381/4000 [04:04<38:43,  1.56it/s]

train:  13%|█▎        | 381/2893 [04:04<26:53,  1.56it/s]
overall:  10%|▉         | 382/4000 [04:05<38:36,  1.56it/s]

train:  13%|█▎        | 382/2893 [04:05<26:47,  1.56it/s]
overall:  10%|▉         | 383/4000 [04:05<38:46,  1.55it/s]

train:  13%|█▎        | 383/2893 [04:05<26:54,  1.55it/s]
overall:  10%|▉         | 384/4000 [04:06<38:47,  1.55it/s]

train:  13%|█▎        | 384/2893 [04:06<26:55,  1.55it/s]
overall:  10%|▉         | 385/4000 [04:07<39:00,  1.54it/s]

train:  13%|█▎        | 385/2893 [04:07<27:03,  1.54it/s]
overall:  10%|▉         | 386/4000 [04:07<38:56,  1.55it/s]

train:  13%|█▎        | 386/2893 [04:07<27:01,  1.55it/s]
overall:  10%|▉         | 387/4000 [04:08<38:57,  1.55it/s]

train:  13%|█▎        | 387/2893 [04:08<27:01,  1.55it/s]
overall:  10%|▉         | 388/4000 [04:09<38:56,  1.55it/s]

train:  13%|█▎        | 388/2893 [04:09<27:00,  1.55it/s]
overall:  10%|▉         | 389/4000 [04:09<38:52,  1.55it/s]

train:  13%|█▎        | 389/2893 [04:09<26:57,  1.55it/s]
overall:  10%|▉         | 390/4000 [04:10<38:48,  1.55it/s]

train:  13%|█▎        | 390/2893 [04:10<26:54,  1.55it/s]
overall:  10%|▉         | 391/4000 [04:10<38:47,  1.55it/s]

train:  14%|█▎        | 391/2893 [04:10<26:53,  1.55it/s]
overall:  10%|▉         | 392/4000 [04:11<38:53,  1.55it/s]

train:  14%|█▎        | 392/2893 [04:11<26:57,  1.55it/s]
overall:  10%|▉         | 393/4000 [04:12<38:47,  1.55it/s]

train:  14%|█▎        | 393/2893 [04:12<26:52,  1.55it/s]
overall:  10%|▉         | 394/4000 [04:12<38:43,  1.55it/s]

train:  14%|█▎        | 394/2893 [04:12<26:50,  1.55it/s]
overall:  10%|▉         | 395/4000 [04:13<38:38,  1.55it/s]

train:  14%|█▎        | 395/2893 [04:13<26:46,  1.55it/s]
overall:  10%|▉         | 396/4000 [04:14<38:38,  1.55it/s]

train:  14%|█▎        | 396/2893 [04:14<26:46,  1.55it/s]
overall:  10%|▉         | 397/4000 [04:14<38:57,  1.54it/s]

train:  14%|█▎        | 397/2893 [04:14<26:59,  1.54it/s]
overall:  10%|▉         | 398/4000 [04:15<38:51,  1.54it/s]

train:  14%|█▍        | 398/2893 [04:15<26:55,  1.54it/s]
overall:  10%|▉         | 399/4000 [04:16<38:53,  1.54it/s]

train:  14%|█▍        | 399/2893 [04:16<26:56,  1.54it/s]
overall:  10%|█         | 400/4000 [04:16<38:50,  1.54it/s]

train:  14%|█▍        | 400/2893 [04:16<26:53,  1.54it/s]
overall:  10%|█         | 401/4000 [04:17<38:49,  1.55it/s]

train:  14%|█▍        | 401/2893 [04:17<26:52,  1.55it/s]
overall:  10%|█         | 402/4000 [04:18<38:46,  1.55it/s]

train:  14%|█▍        | 402/2893 [04:18<26:50,  1.55it/s]
overall:  10%|█         | 403/4000 [04:18<38:39,  1.55it/s]

train:  14%|█▍        | 403/2893 [04:18<26:45,  1.55it/s]
overall:  10%|█         | 404/4000 [04:19<38:41,  1.55it/s]

train:  14%|█▍        | 404/2893 [04:19<26:46,  1.55it/s]
overall:  10%|█         | 405/4000 [04:19<38:32,  1.55it/s]

train:  14%|█▍        | 405/2893 [04:19<26:40,  1.55it/s]
overall:  10%|█         | 406/4000 [04:20<38:28,  1.56it/s]

train:  14%|█▍        | 406/2893 [04:20<26:37,  1.56it/s]
overall:  10%|█         | 407/4000 [04:21<38:28,  1.56it/s]

train:  14%|█▍        | 407/2893 [04:21<26:36,  1.56it/s]
overall:  10%|█         | 408/4000 [04:21<38:32,  1.55it/s]

train:  14%|█▍        | 408/2893 [04:21<26:39,  1.55it/s]
overall:  10%|█         | 409/4000 [04:22<39:01,  1.53it/s]

train:  14%|█▍        | 409/2893 [04:22<26:59,  1.53it/s]
overall:  10%|█         | 410/4000 [04:23<39:00,  1.53it/s]

train:  14%|█▍        | 410/2893 [04:23<26:58,  1.53it/s]
overall:  10%|█         | 411/4000 [04:23<38:54,  1.54it/s]

train:  14%|█▍        | 411/2893 [04:23<26:54,  1.54it/s]
overall:  10%|█         | 412/4000 [04:24<39:01,  1.53it/s]

train:  14%|█▍        | 412/2893 [04:24<26:58,  1.53it/s]
overall:  10%|█         | 413/4000 [04:25<38:44,  1.54it/s]

train:  14%|█▍        | 413/2893 [04:25<26:46,  1.54it/s]
overall:  10%|█         | 414/4000 [04:25<38:57,  1.53it/s]

train:  14%|█▍        | 414/2893 [04:25<26:56,  1.53it/s]
overall:  10%|█         | 415/4000 [04:26<38:47,  1.54it/s]

train:  14%|█▍        | 415/2893 [04:26<26:48,  1.54it/s]
overall:  10%|█         | 416/4000 [04:27<38:43,  1.54it/s]

train:  14%|█▍        | 416/2893 [04:27<26:45,  1.54it/s]
overall:  10%|█         | 417/4000 [04:27<38:42,  1.54it/s]

train:  14%|█▍        | 417/2893 [04:27<26:45,  1.54it/s]
overall:  10%|█         | 418/4000 [04:28<38:31,  1.55it/s]

train:  14%|█▍        | 418/2893 [04:28<26:37,  1.55it/s]
overall:  10%|█         | 419/4000 [04:29<38:26,  1.55it/s]

train:  14%|█▍        | 419/2893 [04:29<26:33,  1.55it/s]
overall:  10%|█         | 420/4000 [04:29<38:49,  1.54it/s]

train:  15%|█▍        | 420/2893 [04:29<26:48,  1.54it/s]
overall:  11%|█         | 421/4000 [04:30<38:53,  1.53it/s]

train:  15%|█▍        | 421/2893 [04:30<26:51,  1.53it/s]
overall:  11%|█         | 422/4000 [04:31<38:44,  1.54it/s]

train:  15%|█▍        | 422/2893 [04:31<26:45,  1.54it/s]
overall:  11%|█         | 423/4000 [04:31<38:42,  1.54it/s]

train:  15%|█▍        | 423/2893 [04:31<26:43,  1.54it/s]
overall:  11%|█         | 424/4000 [04:32<38:36,  1.54it/s]

train:  15%|█▍        | 424/2893 [04:32<26:39,  1.54it/s]
overall:  11%|█         | 425/4000 [04:32<38:32,  1.55it/s]

train:  15%|█▍        | 425/2893 [04:32<26:36,  1.55it/s]
overall:  11%|█         | 426/4000 [04:33<38:30,  1.55it/s]

train:  15%|█▍        | 426/2893 [04:33<26:34,  1.55it/s]
overall:  11%|█         | 427/4000 [04:34<38:28,  1.55it/s]

train:  15%|█▍        | 427/2893 [04:34<26:33,  1.55it/s]
overall:  11%|█         | 428/4000 [04:34<38:29,  1.55it/s]

train:  15%|█▍        | 428/2893 [04:34<26:33,  1.55it/s]
overall:  11%|█         | 429/4000 [04:35<38:20,  1.55it/s]

train:  15%|█▍        | 429/2893 [04:35<26:27,  1.55it/s]
overall:  11%|█         | 430/4000 [04:36<38:15,  1.56it/s]

train:  15%|█▍        | 430/2893 [04:36<26:23,  1.56it/s]
overall:  11%|█         | 431/4000 [04:36<38:18,  1.55it/s]

train:  15%|█▍        | 431/2893 [04:36<26:25,  1.55it/s]
overall:  11%|█         | 432/4000 [04:37<38:18,  1.55it/s]

train:  15%|█▍        | 432/2893 [04:37<26:25,  1.55it/s]
overall:  11%|█         | 433/4000 [04:38<38:28,  1.55it/s]

train:  15%|█▍        | 433/2893 [04:38<26:31,  1.55it/s]
overall:  11%|█         | 434/4000 [04:38<38:26,  1.55it/s]

train:  15%|█▌        | 434/2893 [04:38<26:30,  1.55it/s]
overall:  11%|█         | 435/4000 [04:39<38:26,  1.55it/s]

train:  15%|█▌        | 435/2893 [04:39<26:30,  1.55it/s]
overall:  11%|█         | 436/4000 [04:40<38:19,  1.55it/s]

train:  15%|█▌        | 436/2893 [04:40<26:25,  1.55it/s]
overall:  11%|█         | 437/4000 [04:40<38:09,  1.56it/s]

train:  15%|█▌        | 437/2893 [04:40<26:18,  1.56it/s]
overall:  11%|█         | 438/4000 [04:41<38:12,  1.55it/s]

train:  15%|█▌        | 438/2893 [04:41<26:20,  1.55it/s]
overall:  11%|█         | 439/4000 [04:41<38:08,  1.56it/s]

train:  15%|█▌        | 439/2893 [04:41<26:16,  1.56it/s]
overall:  11%|█         | 440/4000 [04:42<38:11,  1.55it/s]

train:  15%|█▌        | 440/2893 [04:42<26:19,  1.55it/s]
overall:  11%|█         | 441/4000 [04:43<38:11,  1.55it/s]

train:  15%|█▌        | 441/2893 [04:43<26:18,  1.55it/s]
overall:  11%|█         | 442/4000 [04:43<38:13,  1.55it/s]

train:  15%|█▌        | 442/2893 [04:43<26:19,  1.55it/s]
overall:  11%|█         | 443/4000 [04:44<38:08,  1.55it/s]

train:  15%|█▌        | 443/2893 [04:44<26:16,  1.55it/s]
overall:  11%|█         | 444/4000 [04:45<38:07,  1.55it/s]

train:  15%|█▌        | 444/2893 [04:45<26:15,  1.55it/s]
overall:  11%|█         | 445/4000 [04:45<38:15,  1.55it/s]

train:  15%|█▌        | 445/2893 [04:45<26:20,  1.55it/s]
overall:  11%|█         | 446/4000 [04:46<38:12,  1.55it/s]

train:  15%|█▌        | 446/2893 [04:46<26:18,  1.55it/s]
overall:  11%|█         | 447/4000 [04:47<38:15,  1.55it/s]

train:  15%|█▌        | 447/2893 [04:47<26:20,  1.55it/s]
overall:  11%|█         | 448/4000 [04:47<38:10,  1.55it/s]

train:  15%|█▌        | 448/2893 [04:47<26:16,  1.55it/s]
overall:  11%|█         | 449/4000 [04:48<38:10,  1.55it/s]

train:  16%|█▌        | 449/2893 [04:48<26:16,  1.55it/s]
overall:  11%|█▏        | 450/4000 [04:49<38:09,  1.55it/s]

train:  16%|█▌        | 450/2893 [04:49<26:15,  1.55it/s]
overall:  11%|█▏        | 451/4000 [04:49<38:12,  1.55it/s]

train:  16%|█▌        | 451/2893 [04:49<26:17,  1.55it/s]
overall:  11%|█▏        | 452/4000 [04:50<38:12,  1.55it/s]

train:  16%|█▌        | 452/2893 [04:50<26:17,  1.55it/s]
overall:  11%|█▏        | 453/4000 [04:51<38:06,  1.55it/s]

train:  16%|█▌        | 453/2893 [04:51<26:13,  1.55it/s]
overall:  11%|█▏        | 454/4000 [04:51<38:00,  1.55it/s]

train:  16%|█▌        | 454/2893 [04:51<26:08,  1.55it/s]
overall:  11%|█▏        | 455/4000 [04:52<37:59,  1.55it/s]

train:  16%|█▌        | 455/2893 [04:52<26:07,  1.55it/s]
overall:  11%|█▏        | 456/4000 [04:52<38:14,  1.54it/s]

train:  16%|█▌        | 456/2893 [04:52<26:17,  1.54it/s]
overall:  11%|█▏        | 457/4000 [04:53<38:22,  1.54it/s]

train:  16%|█▌        | 457/2893 [04:53<26:22,  1.54it/s]
overall:  11%|█▏        | 458/4000 [04:54<38:13,  1.54it/s]

train:  16%|█▌        | 458/2893 [04:54<26:16,  1.54it/s]
overall:  11%|█▏        | 459/4000 [04:54<38:17,  1.54it/s]

train:  16%|█▌        | 459/2893 [04:54<26:19,  1.54it/s]
overall:  12%|█▏        | 460/4000 [04:55<38:17,  1.54it/s]

train:  16%|█▌        | 460/2893 [04:55<26:18,  1.54it/s]
overall:  12%|█▏        | 461/4000 [04:56<38:09,  1.55it/s]

train:  16%|█▌        | 461/2893 [04:56<26:13,  1.55it/s]
overall:  12%|█▏        | 462/4000 [04:56<38:08,  1.55it/s]

train:  16%|█▌        | 462/2893 [04:56<26:12,  1.55it/s]
overall:  12%|█▏        | 463/4000 [04:57<38:05,  1.55it/s]

train:  16%|█▌        | 463/2893 [04:57<26:10,  1.55it/s]
overall:  12%|█▏        | 464/4000 [04:58<38:08,  1.55it/s]

train:  16%|█▌        | 464/2893 [04:58<26:12,  1.55it/s]
overall:  12%|█▏        | 465/4000 [04:58<37:58,  1.55it/s]

train:  16%|█▌        | 465/2893 [04:58<26:04,  1.55it/s]
overall:  12%|█▏        | 466/4000 [04:59<37:49,  1.56it/s]

train:  16%|█▌        | 466/2893 [04:59<25:58,  1.56it/s]
overall:  12%|█▏        | 467/4000 [05:00<37:46,  1.56it/s]

train:  16%|█▌        | 467/2893 [05:00<25:56,  1.56it/s]
overall:  12%|█▏        | 468/4000 [05:00<37:56,  1.55it/s]

train:  16%|█▌        | 468/2893 [05:00<26:02,  1.55it/s]
overall:  12%|█▏        | 469/4000 [05:01<38:03,  1.55it/s]

train:  16%|█▌        | 469/2893 [05:01<26:07,  1.55it/s]
overall:  12%|█▏        | 470/4000 [05:02<38:06,  1.54it/s]

train:  16%|█▌        | 470/2893 [05:01<26:09,  1.54it/s]
overall:  12%|█▏        | 471/4000 [05:02<38:07,  1.54it/s]

train:  16%|█▋        | 471/2893 [05:02<26:09,  1.54it/s]
overall:  12%|█▏        | 472/4000 [05:03<38:05,  1.54it/s]

train:  16%|█▋        | 472/2893 [05:03<26:08,  1.54it/s]
overall:  12%|█▏        | 473/4000 [05:03<38:06,  1.54it/s]

train:  16%|█▋        | 473/2893 [05:03<26:08,  1.54it/s]
overall:  12%|█▏        | 474/4000 [05:04<38:10,  1.54it/s]

train:  16%|█▋        | 474/2893 [05:04<26:11,  1.54it/s]
overall:  12%|█▏        | 475/4000 [05:05<38:09,  1.54it/s]

train:  16%|█▋        | 475/2893 [05:05<26:10,  1.54it/s]
overall:  12%|█▏        | 476/4000 [05:05<38:13,  1.54it/s]

train:  16%|█▋        | 476/2893 [05:05<26:13,  1.54it/s]
overall:  12%|█▏        | 477/4000 [05:06<38:13,  1.54it/s]

train:  16%|█▋        | 477/2893 [05:06<26:12,  1.54it/s]
overall:  12%|█▏        | 478/4000 [05:07<38:05,  1.54it/s]

train:  17%|█▋        | 478/2893 [05:07<26:06,  1.54it/s]
overall:  12%|█▏        | 479/4000 [05:07<38:06,  1.54it/s]

train:  17%|█▋        | 479/2893 [05:07<26:07,  1.54it/s]
overall:  12%|█▏        | 480/4000 [05:08<38:06,  1.54it/s]

train:  17%|█▋        | 480/2893 [05:08<26:07,  1.54it/s]
overall:  12%|█▏        | 481/4000 [05:09<38:16,  1.53it/s]

train:  17%|█▋        | 481/2893 [05:09<26:13,  1.53it/s]
overall:  12%|█▏        | 482/4000 [05:09<38:11,  1.54it/s]

train:  17%|█▋        | 482/2893 [05:09<26:10,  1.54it/s]
overall:  12%|█▏        | 483/4000 [05:10<38:06,  1.54it/s]

train:  17%|█▋        | 483/2893 [05:10<26:07,  1.54it/s]
overall:  12%|█▏        | 484/4000 [05:11<38:00,  1.54it/s]

train:  17%|█▋        | 484/2893 [05:11<26:02,  1.54it/s]
overall:  12%|█▏        | 485/4000 [05:11<38:00,  1.54it/s]

train:  17%|█▋        | 485/2893 [05:11<26:02,  1.54it/s]
overall:  12%|█▏        | 486/4000 [05:12<38:03,  1.54it/s]

train:  17%|█▋        | 486/2893 [05:12<26:03,  1.54it/s]
overall:  12%|█▏        | 487/4000 [05:13<38:00,  1.54it/s]

train:  17%|█▋        | 487/2893 [05:13<26:01,  1.54it/s]
overall:  12%|█▏        | 488/4000 [05:13<37:59,  1.54it/s]

train:  17%|█▋        | 488/2893 [05:13<26:01,  1.54it/s]
overall:  12%|█▏        | 489/4000 [05:14<37:52,  1.54it/s]

train:  17%|█▋        | 489/2893 [05:14<25:56,  1.54it/s]
overall:  12%|█▏        | 490/4000 [05:14<37:49,  1.55it/s]

train:  17%|█▋        | 490/2893 [05:14<25:53,  1.55it/s]
overall:  12%|█▏        | 491/4000 [05:15<37:46,  1.55it/s]

train:  17%|█▋        | 491/2893 [05:15<25:51,  1.55it/s]
overall:  12%|█▏        | 492/4000 [05:16<37:48,  1.55it/s]

train:  17%|█▋        | 492/2893 [05:16<25:52,  1.55it/s]
overall:  12%|█▏        | 493/4000 [05:16<38:09,  1.53it/s]

train:  17%|█▋        | 493/2893 [05:16<26:06,  1.53it/s]
overall:  12%|█▏        | 494/4000 [05:17<38:07,  1.53it/s]

train:  17%|█▋        | 494/2893 [05:17<26:04,  1.53it/s]
overall:  12%|█▏        | 495/4000 [05:18<38:02,  1.54it/s]

train:  17%|█▋        | 495/2893 [05:18<26:01,  1.54it/s]
overall:  12%|█▏        | 496/4000 [05:18<38:00,  1.54it/s]

train:  17%|█▋        | 496/2893 [05:18<25:59,  1.54it/s]
overall:  12%|█▏        | 497/4000 [05:19<37:52,  1.54it/s]

train:  17%|█▋        | 497/2893 [05:19<25:54,  1.54it/s]
overall:  12%|█▏        | 498/4000 [05:20<37:42,  1.55it/s]

train:  17%|█▋        | 498/2893 [05:20<25:47,  1.55it/s]
overall:  12%|█▏        | 499/4000 [05:20<37:40,  1.55it/s]

train:  17%|█▋        | 499/2893 [05:20<25:45,  1.55it/s]
overall:  12%|█▎        | 500/4000 [05:21<37:49,  1.54it/s]

train:  17%|█▋        | 500/2893 [05:21<25:51,  1.54it/s]
overall:  13%|█▎        | 501/4000 [05:22<37:45,  1.54it/s]

train:  17%|█▋        | 501/2893 [05:22<25:48,  1.54it/s]
overall:  13%|█▎        | 502/4000 [05:22<37:47,  1.54it/s]

train:  17%|█▋        | 502/2893 [05:22<25:50,  1.54it/s]
overall:  13%|█▎        | 503/4000 [05:23<37:45,  1.54it/s]

train:  17%|█▋        | 503/2893 [05:23<25:48,  1.54it/s]
overall:  13%|█▎        | 504/4000 [05:24<37:47,  1.54it/s]

train:  17%|█▋        | 504/2893 [05:24<25:49,  1.54it/s]
overall:  13%|█▎        | 505/4000 [05:24<37:55,  1.54it/s]

train:  17%|█▋        | 505/2893 [05:24<25:54,  1.54it/s]
overall:  13%|█▎        | 506/4000 [05:25<38:02,  1.53it/s]

train:  17%|█▋        | 506/2893 [05:25<25:59,  1.53it/s]
overall:  13%|█▎        | 507/4000 [05:26<37:58,  1.53it/s]

train:  18%|█▊        | 507/2893 [05:26<25:56,  1.53it/s]
overall:  13%|█▎        | 508/4000 [05:26<38:11,  1.52it/s]

train:  18%|█▊        | 508/2893 [05:26<26:04,  1.52it/s]
overall:  13%|█▎        | 509/4000 [05:27<37:55,  1.53it/s]

train:  18%|█▊        | 509/2893 [05:27<25:54,  1.53it/s]
overall:  13%|█▎        | 510/4000 [05:27<37:54,  1.53it/s]

train:  18%|█▊        | 510/2893 [05:27<25:53,  1.53it/s]
overall:  13%|█▎        | 511/4000 [05:28<37:49,  1.54it/s]

train:  18%|█▊        | 511/2893 [05:28<25:49,  1.54it/s]
overall:  13%|█▎        | 512/4000 [05:29<37:51,  1.54it/s]

train:  18%|█▊        | 512/2893 [05:29<25:50,  1.54it/s]
overall:  13%|█▎        | 513/4000 [05:29<37:41,  1.54it/s]

train:  18%|█▊        | 513/2893 [05:29<25:43,  1.54it/s]
overall:  13%|█▎        | 514/4000 [05:30<37:31,  1.55it/s]

train:  18%|█▊        | 514/2893 [05:30<25:36,  1.55it/s]
overall:  13%|█▎        | 515/4000 [05:31<37:25,  1.55it/s]

train:  18%|█▊        | 515/2893 [05:31<25:32,  1.55it/s]
overall:  13%|█▎        | 516/4000 [05:31<37:29,  1.55it/s]

train:  18%|█▊        | 516/2893 [05:31<25:34,  1.55it/s]
overall:  13%|█▎        | 517/4000 [05:32<37:38,  1.54it/s]

train:  18%|█▊        | 517/2893 [05:32<25:40,  1.54it/s]
overall:  13%|█▎        | 518/4000 [05:33<37:35,  1.54it/s]

train:  18%|█▊        | 518/2893 [05:33<25:38,  1.54it/s]
overall:  13%|█▎        | 519/4000 [05:33<37:35,  1.54it/s]

train:  18%|█▊        | 519/2893 [05:33<25:38,  1.54it/s]
overall:  13%|█▎        | 520/4000 [05:34<37:32,  1.55it/s]

train:  18%|█▊        | 520/2893 [05:34<25:35,  1.55it/s]
overall:  13%|█▎        | 521/4000 [05:35<37:28,  1.55it/s]

train:  18%|█▊        | 521/2893 [05:35<25:32,  1.55it/s]
overall:  13%|█▎        | 522/4000 [05:35<37:34,  1.54it/s]

train:  18%|█▊        | 522/2893 [05:35<25:36,  1.54it/s]
overall:  13%|█▎        | 523/4000 [05:36<37:33,  1.54it/s]

train:  18%|█▊        | 523/2893 [05:36<25:36,  1.54it/s]
overall:  13%|█▎        | 524/4000 [05:37<37:34,  1.54it/s]

train:  18%|█▊        | 524/2893 [05:37<25:36,  1.54it/s]
overall:  13%|█▎        | 525/4000 [05:37<37:33,  1.54it/s]

train:  18%|█▊        | 525/2893 [05:37<25:35,  1.54it/s]
overall:  13%|█▎        | 526/4000 [05:38<37:30,  1.54it/s]

train:  18%|█▊        | 526/2893 [05:38<25:33,  1.54it/s]
overall:  13%|█▎        | 527/4000 [05:38<37:26,  1.55it/s]

train:  18%|█▊        | 527/2893 [05:38<25:30,  1.55it/s]
overall:  13%|█▎        | 528/4000 [05:39<37:28,  1.54it/s]

train:  18%|█▊        | 528/2893 [05:39<25:31,  1.54it/s]
overall:  13%|█▎        | 529/4000 [05:40<37:34,  1.54it/s]

train:  18%|█▊        | 529/2893 [05:40<25:35,  1.54it/s]
overall:  13%|█▎        | 530/4000 [05:40<37:34,  1.54it/s]

train:  18%|█▊        | 530/2893 [05:40<25:34,  1.54it/s]
overall:  13%|█▎        | 531/4000 [05:41<37:54,  1.52it/s]

train:  18%|█▊        | 531/2893 [05:41<25:48,  1.52it/s]
overall:  13%|█▎        | 532/4000 [05:42<37:58,  1.52it/s]

train:  18%|█▊        | 532/2893 [05:42<25:51,  1.52it/s]
overall:  13%|█▎        | 533/4000 [05:42<37:51,  1.53it/s]

train:  18%|█▊        | 533/2893 [05:42<25:46,  1.53it/s]
overall:  13%|█▎        | 534/4000 [05:43<37:54,  1.52it/s]

train:  18%|█▊        | 534/2893 [05:43<25:48,  1.52it/s]
overall:  13%|█▎        | 535/4000 [05:44<37:45,  1.53it/s]

train:  18%|█▊        | 535/2893 [05:44<25:41,  1.53it/s]
overall:  13%|█▎        | 536/4000 [05:44<38:01,  1.52it/s]

train:  19%|█▊        | 536/2893 [05:44<25:52,  1.52it/s]
overall:  13%|█▎        | 537/4000 [05:45<38:09,  1.51it/s]

train:  19%|█▊        | 537/2893 [05:45<25:57,  1.51it/s]
overall:  13%|█▎        | 538/4000 [05:46<38:01,  1.52it/s]

train:  19%|█▊        | 538/2893 [05:46<25:51,  1.52it/s]
overall:  13%|█▎        | 539/4000 [05:46<37:54,  1.52it/s]

train:  19%|█▊        | 539/2893 [05:46<25:47,  1.52it/s]
overall:  14%|█▎        | 540/4000 [05:47<38:02,  1.52it/s]

train:  19%|█▊        | 540/2893 [05:47<25:52,  1.52it/s]
overall:  14%|█▎        | 541/4000 [05:48<37:58,  1.52it/s]

train:  19%|█▊        | 541/2893 [05:48<25:49,  1.52it/s]
overall:  14%|█▎        | 542/4000 [05:48<37:51,  1.52it/s]

train:  19%|█▊        | 542/2893 [05:48<25:44,  1.52it/s]
overall:  14%|█▎        | 543/4000 [05:49<37:40,  1.53it/s]

train:  19%|█▉        | 543/2893 [05:49<25:36,  1.53it/s]
overall:  14%|█▎        | 544/4000 [05:50<37:35,  1.53it/s]

train:  19%|█▉        | 544/2893 [05:50<25:33,  1.53it/s]
overall:  14%|█▎        | 545/4000 [05:50<37:23,  1.54it/s]

train:  19%|█▉        | 545/2893 [05:50<25:24,  1.54it/s]
overall:  14%|█▎        | 546/4000 [05:51<37:22,  1.54it/s]

train:  19%|█▉        | 546/2893 [05:51<25:23,  1.54it/s]
overall:  14%|█▎        | 547/4000 [05:52<37:21,  1.54it/s]

train:  19%|█▉        | 547/2893 [05:52<25:22,  1.54it/s]
overall:  14%|█▎        | 548/4000 [05:52<37:18,  1.54it/s]

train:  19%|█▉        | 548/2893 [05:52<25:20,  1.54it/s]
overall:  14%|█▎        | 549/4000 [05:53<37:15,  1.54it/s]

train:  19%|█▉        | 549/2893 [05:53<25:18,  1.54it/s]
overall:  14%|█▍        | 550/4000 [05:54<37:11,  1.55it/s]

train:  19%|█▉        | 550/2893 [05:54<25:15,  1.55it/s]
overall:  14%|█▍        | 551/4000 [05:54<37:15,  1.54it/s]

train:  19%|█▉        | 551/2893 [05:54<25:18,  1.54it/s]
overall:  14%|█▍        | 552/4000 [05:55<37:20,  1.54it/s]

train:  19%|█▉        | 552/2893 [05:55<25:20,  1.54it/s]
overall:  14%|█▍        | 553/4000 [05:55<37:25,  1.54it/s]

train:  19%|█▉        | 553/2893 [05:55<25:24,  1.54it/s]
overall:  14%|█▍        | 554/4000 [05:56<37:23,  1.54it/s]

train:  19%|█▉        | 554/2893 [05:56<25:23,  1.54it/s]
overall:  14%|█▍        | 555/4000 [05:57<37:34,  1.53it/s]

train:  19%|█▉        | 555/2893 [05:57<25:30,  1.53it/s]
overall:  14%|█▍        | 556/4000 [05:57<37:31,  1.53it/s]

train:  19%|█▉        | 556/2893 [05:57<25:27,  1.53it/s]
overall:  14%|█▍        | 557/4000 [05:58<37:31,  1.53it/s]

train:  19%|█▉        | 557/2893 [05:58<25:27,  1.53it/s]
overall:  14%|█▍        | 558/4000 [05:59<37:22,  1.53it/s]

train:  19%|█▉        | 558/2893 [05:59<25:21,  1.53it/s]
overall:  14%|█▍        | 559/4000 [05:59<37:13,  1.54it/s]

train:  19%|█▉        | 559/2893 [05:59<25:15,  1.54it/s]
overall:  14%|█▍        | 560/4000 [06:00<37:15,  1.54it/s]

train:  19%|█▉        | 560/2893 [06:00<25:16,  1.54it/s]
overall:  14%|█▍        | 561/4000 [06:01<37:11,  1.54it/s]

train:  19%|█▉        | 561/2893 [06:01<25:13,  1.54it/s]
overall:  14%|█▍        | 562/4000 [06:01<36:59,  1.55it/s]

train:  19%|█▉        | 562/2893 [06:01<25:04,  1.55it/s]
overall:  14%|█▍        | 563/4000 [06:02<36:56,  1.55it/s]

train:  19%|█▉        | 563/2893 [06:02<25:02,  1.55it/s]
overall:  14%|█▍        | 564/4000 [06:03<36:55,  1.55it/s]

train:  19%|█▉        | 564/2893 [06:03<25:01,  1.55it/s]
overall:  14%|█▍        | 565/4000 [06:03<37:06,  1.54it/s]

train:  20%|█▉        | 565/2893 [06:03<25:08,  1.54it/s]
overall:  14%|█▍        | 566/4000 [06:04<37:07,  1.54it/s]

train:  20%|█▉        | 566/2893 [06:04<25:09,  1.54it/s]
overall:  14%|█▍        | 567/4000 [06:05<37:05,  1.54it/s]

train:  20%|█▉        | 567/2893 [06:05<25:07,  1.54it/s]
overall:  14%|█▍        | 568/4000 [06:05<37:03,  1.54it/s]

train:  20%|█▉        | 568/2893 [06:05<25:06,  1.54it/s]
overall:  14%|█▍        | 569/4000 [06:06<37:02,  1.54it/s]

train:  20%|█▉        | 569/2893 [06:06<25:05,  1.54it/s]
overall:  14%|█▍        | 570/4000 [06:07<37:04,  1.54it/s]

train:  20%|█▉        | 570/2893 [06:07<25:06,  1.54it/s]
overall:  14%|█▍        | 571/4000 [06:07<37:02,  1.54it/s]

train:  20%|█▉        | 571/2893 [06:07<25:04,  1.54it/s]
overall:  14%|█▍        | 572/4000 [06:08<37:07,  1.54it/s]

train:  20%|█▉        | 572/2893 [06:08<25:07,  1.54it/s]
overall:  14%|█▍        | 573/4000 [06:08<37:07,  1.54it/s]

train:  20%|█▉        | 573/2893 [06:08<25:07,  1.54it/s]
overall:  14%|█▍        | 574/4000 [06:09<37:03,  1.54it/s]

train:  20%|█▉        | 574/2893 [06:09<25:04,  1.54it/s]
overall:  14%|█▍        | 575/4000 [06:10<36:58,  1.54it/s]

train:  20%|█▉        | 575/2893 [06:10<25:01,  1.54it/s]
overall:  14%|█▍        | 576/4000 [06:10<36:53,  1.55it/s]

train:  20%|█▉        | 576/2893 [06:10<24:57,  1.55it/s]
overall:  14%|█▍        | 577/4000 [06:11<37:10,  1.53it/s]

train:  20%|█▉        | 577/2893 [06:11<25:08,  1.53it/s]
overall:  14%|█▍        | 578/4000 [06:12<37:07,  1.54it/s]

train:  20%|█▉        | 578/2893 [06:12<25:07,  1.54it/s]
overall:  14%|█▍        | 579/4000 [06:12<37:10,  1.53it/s]

train:  20%|██        | 579/2893 [06:12<25:08,  1.53it/s]
overall:  14%|█▍        | 580/4000 [06:13<37:04,  1.54it/s]

train:  20%|██        | 580/2893 [06:13<25:04,  1.54it/s]
overall:  15%|█▍        | 581/4000 [06:14<37:01,  1.54it/s]

train:  20%|██        | 581/2893 [06:14<25:02,  1.54it/s]
overall:  15%|█▍        | 582/4000 [06:14<37:01,  1.54it/s]

train:  20%|██        | 582/2893 [06:14<25:01,  1.54it/s]
overall:  15%|█▍        | 583/4000 [06:15<37:07,  1.53it/s]

train:  20%|██        | 583/2893 [06:15<25:05,  1.53it/s]
overall:  15%|█▍        | 584/4000 [06:16<37:04,  1.54it/s]

train:  20%|██        | 584/2893 [06:16<25:03,  1.54it/s]
overall:  15%|█▍        | 585/4000 [06:16<37:10,  1.53it/s]

train:  20%|██        | 585/2893 [06:16<25:07,  1.53it/s]
overall:  15%|█▍        | 586/4000 [06:17<37:00,  1.54it/s]

train:  20%|██        | 586/2893 [06:17<25:00,  1.54it/s]
overall:  15%|█▍        | 587/4000 [06:18<36:47,  1.55it/s]

train:  20%|██        | 587/2893 [06:18<24:51,  1.55it/s]
overall:  15%|█▍        | 588/4000 [06:18<36:44,  1.55it/s]

train:  20%|██        | 588/2893 [06:18<24:49,  1.55it/s]
overall:  15%|█▍        | 589/4000 [06:19<36:57,  1.54it/s]

train:  20%|██        | 589/2893 [06:19<24:57,  1.54it/s]
overall:  15%|█▍        | 590/4000 [06:20<36:56,  1.54it/s]

train:  20%|██        | 590/2893 [06:20<24:56,  1.54it/s]
overall:  15%|█▍        | 591/4000 [06:20<36:58,  1.54it/s]

train:  20%|██        | 591/2893 [06:20<24:57,  1.54it/s]
overall:  15%|█▍        | 592/4000 [06:21<36:53,  1.54it/s]

train:  20%|██        | 592/2893 [06:21<24:54,  1.54it/s]
overall:  15%|█▍        | 593/4000 [06:21<36:51,  1.54it/s]

train:  20%|██        | 593/2893 [06:21<24:53,  1.54it/s]
overall:  15%|█▍        | 594/4000 [06:22<36:48,  1.54it/s]

train:  21%|██        | 594/2893 [06:22<24:51,  1.54it/s]
overall:  15%|█▍        | 595/4000 [06:23<36:54,  1.54it/s]

train:  21%|██        | 595/2893 [06:23<24:54,  1.54it/s]
overall:  15%|█▍        | 596/4000 [06:23<36:56,  1.54it/s]

train:  21%|██        | 596/2893 [06:23<24:55,  1.54it/s]
overall:  15%|█▍        | 597/4000 [06:24<36:56,  1.54it/s]

train:  21%|██        | 597/2893 [06:24<24:55,  1.54it/s]
overall:  15%|█▍        | 598/4000 [06:25<36:54,  1.54it/s]

train:  21%|██        | 598/2893 [06:25<24:54,  1.54it/s]
overall:  15%|█▍        | 599/4000 [06:25<36:44,  1.54it/s]

train:  21%|██        | 599/2893 [06:25<24:47,  1.54it/s]
overall:  15%|█▌        | 600/4000 [06:26<36:37,  1.55it/s]

train:  21%|██        | 600/2893 [06:26<24:42,  1.55it/s]
overall:  15%|█▌        | 601/4000 [06:27<36:51,  1.54it/s]

train:  21%|██        | 601/2893 [06:27<24:51,  1.54it/s]
overall:  15%|█▌        | 602/4000 [06:27<36:50,  1.54it/s]

train:  21%|██        | 602/2893 [06:27<24:50,  1.54it/s]
overall:  15%|█▌        | 603/4000 [06:28<36:49,  1.54it/s]

train:  21%|██        | 603/2893 [06:28<24:49,  1.54it/s]
overall:  15%|█▌        | 604/4000 [06:29<36:45,  1.54it/s]

train:  21%|██        | 604/2893 [06:29<24:46,  1.54it/s]
overall:  15%|█▌        | 605/4000 [06:29<36:42,  1.54it/s]

train:  21%|██        | 605/2893 [06:29<24:44,  1.54it/s]
overall:  15%|█▌        | 606/4000 [06:30<36:50,  1.54it/s]

train:  21%|██        | 606/2893 [06:30<24:49,  1.54it/s]
overall:  15%|█▌        | 607/4000 [06:31<36:47,  1.54it/s]

train:  21%|██        | 607/2893 [06:31<24:47,  1.54it/s]
overall:  15%|█▌        | 608/4000 [06:31<36:47,  1.54it/s]

train:  21%|██        | 608/2893 [06:31<24:47,  1.54it/s]
overall:  15%|█▌        | 609/4000 [06:32<36:48,  1.54it/s]

train:  21%|██        | 609/2893 [06:32<24:47,  1.54it/s]
overall:  15%|█▌        | 610/4000 [06:33<36:50,  1.53it/s]

train:  21%|██        | 610/2893 [06:33<24:49,  1.53it/s]
overall:  15%|█▌        | 611/4000 [06:33<36:51,  1.53it/s]

train:  21%|██        | 611/2893 [06:33<24:48,  1.53it/s]
overall:  15%|█▌        | 612/4000 [06:34<36:51,  1.53it/s]

train:  21%|██        | 612/2893 [06:34<24:48,  1.53it/s]
overall:  15%|█▌        | 613/4000 [06:34<36:52,  1.53it/s]

train:  21%|██        | 613/2893 [06:34<24:49,  1.53it/s]
overall:  15%|█▌        | 614/4000 [06:35<36:49,  1.53it/s]

train:  21%|██        | 614/2893 [06:35<24:47,  1.53it/s]
overall:  15%|█▌        | 615/4000 [06:36<36:50,  1.53it/s]

train:  21%|██▏       | 615/2893 [06:36<24:47,  1.53it/s]
overall:  15%|█▌        | 616/4000 [06:36<36:43,  1.54it/s]

train:  21%|██▏       | 616/2893 [06:36<24:42,  1.54it/s]
overall:  15%|█▌        | 617/4000 [06:37<36:34,  1.54it/s]

train:  21%|██▏       | 617/2893 [06:37<24:36,  1.54it/s]
overall:  15%|█▌        | 618/4000 [06:38<36:29,  1.54it/s]

train:  21%|██▏       | 618/2893 [06:38<24:32,  1.54it/s]
overall:  15%|█▌        | 619/4000 [06:38<36:33,  1.54it/s]

train:  21%|██▏       | 619/2893 [06:38<24:35,  1.54it/s]
overall:  16%|█▌        | 620/4000 [06:39<36:45,  1.53it/s]

train:  21%|██▏       | 620/2893 [06:39<24:42,  1.53it/s]
overall:  16%|█▌        | 621/4000 [06:40<36:36,  1.54it/s]

train:  21%|██▏       | 621/2893 [06:40<24:37,  1.54it/s]
overall:  16%|█▌        | 622/4000 [06:40<36:33,  1.54it/s]

train:  22%|██▏       | 622/2893 [06:40<24:34,  1.54it/s]
overall:  16%|█▌        | 623/4000 [06:41<36:30,  1.54it/s]

train:  22%|██▏       | 623/2893 [06:41<24:32,  1.54it/s]
overall:  16%|█▌        | 624/4000 [06:42<36:21,  1.55it/s]

train:  22%|██▏       | 624/2893 [06:42<24:26,  1.55it/s]
overall:  16%|█▌        | 625/4000 [06:42<36:27,  1.54it/s]

train:  22%|██▏       | 625/2893 [06:42<24:29,  1.54it/s]
overall:  16%|█▌        | 626/4000 [06:43<36:32,  1.54it/s]

train:  22%|██▏       | 626/2893 [06:43<24:33,  1.54it/s]
overall:  16%|█▌        | 627/4000 [06:44<36:35,  1.54it/s]

train:  22%|██▏       | 627/2893 [06:44<24:34,  1.54it/s]
overall:  16%|█▌        | 628/4000 [06:44<36:32,  1.54it/s]

train:  22%|██▏       | 628/2893 [06:44<24:32,  1.54it/s]
overall:  16%|█▌        | 629/4000 [06:45<36:32,  1.54it/s]

train:  22%|██▏       | 629/2893 [06:45<24:32,  1.54it/s]
overall:  16%|█▌        | 630/4000 [06:46<36:29,  1.54it/s]

train:  22%|██▏       | 630/2893 [06:46<24:30,  1.54it/s]
overall:  16%|█▌        | 631/4000 [06:46<36:37,  1.53it/s]

train:  22%|██▏       | 631/2893 [06:46<24:35,  1.53it/s]
overall:  16%|█▌        | 632/4000 [06:47<36:36,  1.53it/s]

train:  22%|██▏       | 632/2893 [06:47<24:34,  1.53it/s]
overall:  16%|█▌        | 633/4000 [06:47<36:27,  1.54it/s]

train:  22%|██▏       | 633/2893 [06:47<24:28,  1.54it/s]
overall:  16%|█▌        | 634/4000 [06:48<36:24,  1.54it/s]

train:  22%|██▏       | 634/2893 [06:48<24:26,  1.54it/s]
overall:  16%|█▌        | 635/4000 [06:49<36:24,  1.54it/s]

train:  22%|██▏       | 635/2893 [06:49<24:25,  1.54it/s]
overall:  16%|█▌        | 636/4000 [06:49<36:16,  1.55it/s]

train:  22%|██▏       | 636/2893 [06:49<24:20,  1.55it/s]
overall:  16%|█▌        | 637/4000 [06:50<36:25,  1.54it/s]

train:  22%|██▏       | 637/2893 [06:50<24:26,  1.54it/s]
overall:  16%|█▌        | 638/4000 [06:51<36:25,  1.54it/s]

train:  22%|██▏       | 638/2893 [06:51<24:25,  1.54it/s]
overall:  16%|█▌        | 639/4000 [06:51<36:21,  1.54it/s]

train:  22%|██▏       | 639/2893 [06:51<24:23,  1.54it/s]
overall:  16%|█▌        | 640/4000 [06:52<36:19,  1.54it/s]

train:  22%|██▏       | 640/2893 [06:52<24:21,  1.54it/s]
overall:  16%|█▌        | 641/4000 [06:53<36:14,  1.54it/s]

train:  22%|██▏       | 641/2893 [06:53<24:17,  1.54it/s]
overall:  16%|█▌        | 642/4000 [06:53<36:23,  1.54it/s]

train:  22%|██▏       | 642/2893 [06:53<24:23,  1.54it/s]
overall:  16%|█▌        | 643/4000 [06:54<36:24,  1.54it/s]

train:  22%|██▏       | 643/2893 [06:54<24:23,  1.54it/s]
overall:  16%|█▌        | 644/4000 [06:55<36:23,  1.54it/s]

train:  22%|██▏       | 644/2893 [06:55<24:23,  1.54it/s]
overall:  16%|█▌        | 645/4000 [06:55<36:19,  1.54it/s]

train:  22%|██▏       | 645/2893 [06:55<24:20,  1.54it/s]
overall:  16%|█▌        | 646/4000 [06:56<36:22,  1.54it/s]

train:  22%|██▏       | 646/2893 [06:56<24:22,  1.54it/s]
overall:  16%|█▌        | 647/4000 [06:57<36:21,  1.54it/s]

train:  22%|██▏       | 647/2893 [06:57<24:21,  1.54it/s]
overall:  16%|█▌        | 648/4000 [06:57<36:16,  1.54it/s]

train:  22%|██▏       | 648/2893 [06:57<24:17,  1.54it/s]
overall:  16%|█▌        | 649/4000 [06:58<36:22,  1.54it/s]

train:  22%|██▏       | 649/2893 [06:58<24:21,  1.54it/s]
overall:  16%|█▋        | 650/4000 [06:59<36:25,  1.53it/s]

train:  22%|██▏       | 650/2893 [06:59<24:23,  1.53it/s]
overall:  16%|█▋        | 651/4000 [06:59<36:29,  1.53it/s]

train:  23%|██▎       | 651/2893 [06:59<24:25,  1.53it/s]
overall:  16%|█▋        | 652/4000 [07:00<36:20,  1.54it/s]

train:  23%|██▎       | 652/2893 [07:00<24:19,  1.54it/s]
overall:  16%|█▋        | 653/4000 [07:00<36:14,  1.54it/s]

train:  23%|██▎       | 653/2893 [07:00<24:15,  1.54it/s]
overall:  16%|█▋        | 654/4000 [07:01<36:12,  1.54it/s]

train:  23%|██▎       | 654/2893 [07:01<24:14,  1.54it/s]
overall:  16%|█▋        | 655/4000 [07:02<36:17,  1.54it/s]

train:  23%|██▎       | 655/2893 [07:02<24:16,  1.54it/s]
overall:  16%|█▋        | 656/4000 [07:02<36:20,  1.53it/s]

train:  23%|██▎       | 656/2893 [07:02<24:18,  1.53it/s]
overall:  16%|█▋        | 657/4000 [07:03<36:18,  1.53it/s]

train:  23%|██▎       | 657/2893 [07:03<24:17,  1.53it/s]
overall:  16%|█▋        | 658/4000 [07:04<36:11,  1.54it/s]

train:  23%|██▎       | 658/2893 [07:04<24:12,  1.54it/s]
overall:  16%|█▋        | 659/4000 [07:04<36:13,  1.54it/s]

train:  23%|██▎       | 659/2893 [07:04<24:13,  1.54it/s]
overall:  16%|█▋        | 660/4000 [07:05<36:05,  1.54it/s]

train:  23%|██▎       | 660/2893 [07:05<24:08,  1.54it/s]
overall:  17%|█▋        | 661/4000 [07:06<36:23,  1.53it/s]

train:  23%|██▎       | 661/2893 [07:06<24:19,  1.53it/s]
overall:  17%|█▋        | 662/4000 [07:06<36:18,  1.53it/s]

train:  23%|██▎       | 662/2893 [07:06<24:16,  1.53it/s]
overall:  17%|█▋        | 663/4000 [07:07<36:19,  1.53it/s]

train:  23%|██▎       | 663/2893 [07:07<24:16,  1.53it/s]
overall:  17%|█▋        | 664/4000 [07:08<36:14,  1.53it/s]

train:  23%|██▎       | 664/2893 [07:08<24:12,  1.53it/s]
overall:  17%|█▋        | 665/4000 [07:08<36:10,  1.54it/s]

train:  23%|██▎       | 665/2893 [07:08<24:09,  1.54it/s]
overall:  17%|█▋        | 666/4000 [07:09<36:08,  1.54it/s]

train:  23%|██▎       | 666/2893 [07:09<24:08,  1.54it/s]
overall:  17%|█▋        | 667/4000 [07:10<36:09,  1.54it/s]

train:  23%|██▎       | 667/2893 [07:10<24:08,  1.54it/s]
overall:  17%|█▋        | 668/4000 [07:10<36:10,  1.54it/s]

train:  23%|██▎       | 668/2893 [07:10<24:09,  1.54it/s]
overall:  17%|█▋        | 669/4000 [07:11<36:08,  1.54it/s]

train:  23%|██▎       | 669/2893 [07:11<24:07,  1.54it/s]
overall:  17%|█▋        | 670/4000 [07:12<36:25,  1.52it/s]

train:  23%|██▎       | 670/2893 [07:12<24:18,  1.52it/s]
overall:  17%|█▋        | 671/4000 [07:12<36:18,  1.53it/s]

train:  23%|██▎       | 671/2893 [07:12<24:14,  1.53it/s]
overall:  17%|█▋        | 672/4000 [07:13<36:08,  1.53it/s]

train:  23%|██▎       | 672/2893 [07:13<24:07,  1.53it/s]
overall:  17%|█▋        | 673/4000 [07:14<36:14,  1.53it/s]

train:  23%|██▎       | 673/2893 [07:14<24:11,  1.53it/s]
overall:  17%|█▋        | 674/4000 [07:14<36:06,  1.54it/s]

train:  23%|██▎       | 674/2893 [07:14<24:05,  1.54it/s]
overall:  17%|█▋        | 675/4000 [07:15<36:16,  1.53it/s]

train:  23%|██▎       | 675/2893 [07:15<24:11,  1.53it/s]
overall:  17%|█▋        | 676/4000 [07:15<36:08,  1.53it/s]

train:  23%|██▎       | 676/2893 [07:15<24:06,  1.53it/s]
overall:  17%|█▋        | 677/4000 [07:16<36:12,  1.53it/s]

train:  23%|██▎       | 677/2893 [07:16<24:09,  1.53it/s]
overall:  17%|█▋        | 678/4000 [07:17<36:05,  1.53it/s]

train:  23%|██▎       | 678/2893 [07:17<24:03,  1.53it/s]
overall:  17%|█▋        | 679/4000 [07:17<36:05,  1.53it/s]

train:  23%|██▎       | 679/2893 [07:17<24:03,  1.53it/s]
overall:  17%|█▋        | 680/4000 [07:18<36:10,  1.53it/s]

train:  24%|██▎       | 680/2893 [07:18<24:06,  1.53it/s]
overall:  17%|█▋        | 681/4000 [07:19<36:07,  1.53it/s]

train:  24%|██▎       | 681/2893 [07:19<24:04,  1.53it/s]
overall:  17%|█▋        | 682/4000 [07:19<36:06,  1.53it/s]

train:  24%|██▎       | 682/2893 [07:19<24:03,  1.53it/s]
overall:  17%|█▋        | 683/4000 [07:20<36:06,  1.53it/s]

train:  24%|██▎       | 683/2893 [07:20<24:03,  1.53it/s]
overall:  17%|█▋        | 684/4000 [07:21<36:03,  1.53it/s]

train:  24%|██▎       | 684/2893 [07:21<24:00,  1.53it/s]
overall:  17%|█▋        | 685/4000 [07:21<36:10,  1.53it/s]

train:  24%|██▎       | 685/2893 [07:21<24:05,  1.53it/s]
overall:  17%|█▋        | 686/4000 [07:22<36:05,  1.53it/s]

train:  24%|██▎       | 686/2893 [07:22<24:02,  1.53it/s]
overall:  17%|█▋        | 687/4000 [07:23<36:00,  1.53it/s]

train:  24%|██▎       | 687/2893 [07:23<23:58,  1.53it/s]
overall:  17%|█▋        | 688/4000 [07:23<35:57,  1.53it/s]

train:  24%|██▍       | 688/2893 [07:23<23:56,  1.53it/s]
overall:  17%|█▋        | 689/4000 [07:24<35:57,  1.53it/s]

train:  24%|██▍       | 689/2893 [07:24<23:56,  1.53it/s]
overall:  17%|█▋        | 690/4000 [07:25<35:52,  1.54it/s]

train:  24%|██▍       | 690/2893 [07:25<23:52,  1.54it/s]
overall:  17%|█▋        | 691/4000 [07:25<35:55,  1.54it/s]

train:  24%|██▍       | 691/2893 [07:25<23:54,  1.54it/s]
overall:  17%|█▋        | 692/4000 [07:26<35:54,  1.54it/s]

train:  24%|██▍       | 692/2893 [07:26<23:53,  1.54it/s]
overall:  17%|█▋        | 693/4000 [07:27<35:49,  1.54it/s]

train:  24%|██▍       | 693/2893 [07:27<23:50,  1.54it/s]
overall:  17%|█▋        | 694/4000 [07:27<35:50,  1.54it/s]

train:  24%|██▍       | 694/2893 [07:27<23:50,  1.54it/s]
overall:  17%|█▋        | 695/4000 [07:28<35:45,  1.54it/s]

train:  24%|██▍       | 695/2893 [07:28<23:47,  1.54it/s]
overall:  17%|█▋        | 696/4000 [07:29<35:39,  1.54it/s]

train:  24%|██▍       | 696/2893 [07:28<23:42,  1.54it/s]
overall:  17%|█▋        | 697/4000 [07:29<35:56,  1.53it/s]

train:  24%|██▍       | 697/2893 [07:29<23:53,  1.53it/s]
overall:  17%|█▋        | 698/4000 [07:30<35:47,  1.54it/s]

train:  24%|██▍       | 698/2893 [07:30<23:47,  1.54it/s]
overall:  17%|█▋        | 699/4000 [07:30<35:45,  1.54it/s]

train:  24%|██▍       | 699/2893 [07:30<23:46,  1.54it/s]
overall:  18%|█▊        | 700/4000 [07:31<35:44,  1.54it/s]

train:  24%|██▍       | 700/2893 [07:31<23:45,  1.54it/s]
overall:  18%|█▊        | 701/4000 [07:32<35:43,  1.54it/s]

train:  24%|██▍       | 701/2893 [07:32<23:44,  1.54it/s]
overall:  18%|█▊        | 702/4000 [07:32<35:44,  1.54it/s]

train:  24%|██▍       | 702/2893 [07:32<23:44,  1.54it/s]
overall:  18%|█▊        | 703/4000 [07:33<36:12,  1.52it/s]

train:  24%|██▍       | 703/2893 [07:33<24:03,  1.52it/s]
overall:  18%|█▊        | 704/4000 [07:34<36:13,  1.52it/s]

train:  24%|██▍       | 704/2893 [07:34<24:03,  1.52it/s]
overall:  18%|█▊        | 705/4000 [07:34<36:10,  1.52it/s]

train:  24%|██▍       | 705/2893 [07:34<24:01,  1.52it/s]
overall:  18%|█▊        | 706/4000 [07:35<36:11,  1.52it/s]

train:  24%|██▍       | 706/2893 [07:35<24:01,  1.52it/s]
overall:  18%|█▊        | 707/4000 [07:36<35:59,  1.52it/s]

train:  24%|██▍       | 707/2893 [07:36<23:53,  1.52it/s]
overall:  18%|█▊        | 708/4000 [07:36<35:50,  1.53it/s]

train:  24%|██▍       | 708/2893 [07:36<23:47,  1.53it/s]
overall:  18%|█▊        | 709/4000 [07:37<35:56,  1.53it/s]

train:  25%|██▍       | 709/2893 [07:37<23:50,  1.53it/s]
overall:  18%|█▊        | 710/4000 [07:38<35:45,  1.53it/s]

train:  25%|██▍       | 710/2893 [07:38<23:43,  1.53it/s]
overall:  18%|█▊        | 711/4000 [07:38<35:46,  1.53it/s]

train:  25%|██▍       | 711/2893 [07:38<23:44,  1.53it/s]
overall:  18%|█▊        | 712/4000 [07:39<35:59,  1.52it/s]

train:  25%|██▍       | 712/2893 [07:39<23:52,  1.52it/s]
overall:  18%|█▊        | 713/4000 [07:40<35:46,  1.53it/s]

train:  25%|██▍       | 713/2893 [07:40<23:43,  1.53it/s]
overall:  18%|█▊        | 714/4000 [07:40<35:46,  1.53it/s]

train:  25%|██▍       | 714/2893 [07:40<23:43,  1.53it/s]
overall:  18%|█▊        | 715/4000 [07:41<35:53,  1.53it/s]

train:  25%|██▍       | 715/2893 [07:41<23:47,  1.53it/s]
overall:  18%|█▊        | 716/4000 [07:42<35:48,  1.53it/s]

train:  25%|██▍       | 716/2893 [07:42<23:44,  1.53it/s]
overall:  18%|█▊        | 717/4000 [07:42<35:39,  1.53it/s]

train:  25%|██▍       | 717/2893 [07:42<23:38,  1.53it/s]
overall:  18%|█▊        | 718/4000 [07:43<35:49,  1.53it/s]

train:  25%|██▍       | 718/2893 [07:43<23:44,  1.53it/s]
overall:  18%|█▊        | 719/4000 [07:44<35:39,  1.53it/s]

train:  25%|██▍       | 719/2893 [07:44<23:37,  1.53it/s]
overall:  18%|█▊        | 720/4000 [07:44<35:34,  1.54it/s]

train:  25%|██▍       | 720/2893 [07:44<23:34,  1.54it/s]
overall:  18%|█▊        | 721/4000 [07:45<35:39,  1.53it/s]

train:  25%|██▍       | 721/2893 [07:45<23:37,  1.53it/s]
overall:  18%|█▊        | 722/4000 [07:46<35:37,  1.53it/s]

train:  25%|██▍       | 722/2893 [07:46<23:35,  1.53it/s]
overall:  18%|█▊        | 723/4000 [07:46<35:35,  1.53it/s]

train:  25%|██▍       | 723/2893 [07:46<23:34,  1.53it/s]
overall:  18%|█▊        | 724/4000 [07:47<35:33,  1.54it/s]

train:  25%|██▌       | 724/2893 [07:47<23:32,  1.54it/s]
overall:  18%|█▊        | 725/4000 [07:47<35:28,  1.54it/s]

train:  25%|██▌       | 725/2893 [07:47<23:28,  1.54it/s]
overall:  18%|█▊        | 726/4000 [07:48<35:30,  1.54it/s]

train:  25%|██▌       | 726/2893 [07:48<23:30,  1.54it/s]
overall:  18%|█▊        | 727/4000 [07:49<35:24,  1.54it/s]

train:  25%|██▌       | 727/2893 [07:49<23:25,  1.54it/s]
overall:  18%|█▊        | 728/4000 [07:49<35:27,  1.54it/s]

train:  25%|██▌       | 728/2893 [07:49<23:27,  1.54it/s]
overall:  18%|█▊        | 729/4000 [07:50<35:26,  1.54it/s]

train:  25%|██▌       | 729/2893 [07:50<23:26,  1.54it/s]
overall:  18%|█▊        | 730/4000 [07:51<35:25,  1.54it/s]

train:  25%|██▌       | 730/2893 [07:51<23:25,  1.54it/s]
overall:  18%|█▊        | 731/4000 [07:51<35:20,  1.54it/s]

train:  25%|██▌       | 731/2893 [07:51<23:22,  1.54it/s]
overall:  18%|█▊        | 732/4000 [07:52<35:20,  1.54it/s]

train:  25%|██▌       | 732/2893 [07:52<23:22,  1.54it/s]
overall:  18%|█▊        | 733/4000 [07:53<35:28,  1.53it/s]

train:  25%|██▌       | 733/2893 [07:53<23:27,  1.53it/s]
overall:  18%|█▊        | 734/4000 [07:53<35:28,  1.53it/s]

train:  25%|██▌       | 734/2893 [07:53<23:26,  1.53it/s]
overall:  18%|█▊        | 735/4000 [07:54<35:34,  1.53it/s]

train:  25%|██▌       | 735/2893 [07:54<23:30,  1.53it/s]
overall:  18%|█▊        | 736/4000 [07:55<35:29,  1.53it/s]

train:  25%|██▌       | 736/2893 [07:55<23:27,  1.53it/s]
overall:  18%|█▊        | 737/4000 [07:55<35:26,  1.53it/s]

train:  25%|██▌       | 737/2893 [07:55<23:25,  1.53it/s]
overall:  18%|█▊        | 738/4000 [07:56<37:08,  1.46it/s]

train:  26%|██▌       | 738/2893 [07:56<24:32,  1.46it/s]
overall:  18%|█▊        | 739/4000 [07:57<36:43,  1.48it/s]

train:  26%|██▌       | 739/2893 [07:57<24:15,  1.48it/s]
overall:  18%|█▊        | 740/4000 [07:57<36:24,  1.49it/s]

train:  26%|██▌       | 740/2893 [07:57<24:02,  1.49it/s]
overall:  19%|█▊        | 741/4000 [07:58<36:13,  1.50it/s]

train:  26%|██▌       | 741/2893 [07:58<23:55,  1.50it/s]
overall:  19%|█▊        | 742/4000 [07:59<36:08,  1.50it/s]

train:  26%|██▌       | 742/2893 [07:59<23:51,  1.50it/s]
overall:  19%|█▊        | 743/4000 [07:59<36:01,  1.51it/s]

train:  26%|██▌       | 743/2893 [07:59<23:46,  1.51it/s]
overall:  19%|█▊        | 744/4000 [08:00<35:57,  1.51it/s]

train:  26%|██▌       | 744/2893 [08:00<23:43,  1.51it/s]
overall:  19%|█▊        | 745/4000 [08:01<36:13,  1.50it/s]

train:  26%|██▌       | 745/2893 [08:01<23:54,  1.50it/s]
overall:  19%|█▊        | 746/4000 [08:01<36:01,  1.51it/s]

train:  26%|██▌       | 746/2893 [08:01<23:45,  1.51it/s]
overall:  19%|█▊        | 747/4000 [08:02<35:55,  1.51it/s]

train:  26%|██▌       | 747/2893 [08:02<23:42,  1.51it/s]
overall:  19%|█▊        | 748/4000 [08:03<35:51,  1.51it/s]

train:  26%|██▌       | 748/2893 [08:03<23:38,  1.51it/s]
overall:  19%|█▊        | 749/4000 [08:03<35:36,  1.52it/s]

train:  26%|██▌       | 749/2893 [08:03<23:28,  1.52it/s]
overall:  19%|█▉        | 750/4000 [08:04<35:29,  1.53it/s]

train:  26%|██▌       | 750/2893 [08:04<23:24,  1.53it/s]
overall:  19%|█▉        | 751/4000 [08:05<35:27,  1.53it/s]

train:  26%|██▌       | 751/2893 [08:05<23:22,  1.53it/s]
overall:  19%|█▉        | 752/4000 [08:05<35:31,  1.52it/s]

train:  26%|██▌       | 752/2893 [08:05<23:24,  1.52it/s]
overall:  19%|█▉        | 753/4000 [08:06<35:30,  1.52it/s]

train:  26%|██▌       | 753/2893 [08:06<23:24,  1.52it/s]
overall:  19%|█▉        | 754/4000 [08:07<35:18,  1.53it/s]

train:  26%|██▌       | 754/2893 [08:07<23:16,  1.53it/s]
overall:  19%|█▉        | 755/4000 [08:07<35:17,  1.53it/s]

train:  26%|██▌       | 755/2893 [08:07<23:14,  1.53it/s]
overall:  19%|█▉        | 756/4000 [08:08<35:24,  1.53it/s]

train:  26%|██▌       | 756/2893 [08:08<23:19,  1.53it/s]
overall:  19%|█▉        | 757/4000 [08:09<35:31,  1.52it/s]

train:  26%|██▌       | 757/2893 [08:09<23:24,  1.52it/s]
overall:  19%|█▉        | 758/4000 [08:09<35:29,  1.52it/s]

train:  26%|██▌       | 758/2893 [08:09<23:22,  1.52it/s]
overall:  19%|█▉        | 759/4000 [08:10<35:28,  1.52it/s]

train:  26%|██▌       | 759/2893 [08:10<23:21,  1.52it/s]
overall:  19%|█▉        | 760/4000 [08:10<35:26,  1.52it/s]

train:  26%|██▋       | 760/2893 [08:10<23:19,  1.52it/s]
overall:  19%|█▉        | 761/4000 [08:11<35:16,  1.53it/s]

train:  26%|██▋       | 761/2893 [08:11<23:13,  1.53it/s]
overall:  19%|█▉        | 762/4000 [08:12<35:13,  1.53it/s]

train:  26%|██▋       | 762/2893 [08:12<23:10,  1.53it/s]
overall:  19%|█▉        | 763/4000 [08:12<35:04,  1.54it/s]

train:  26%|██▋       | 763/2893 [08:12<23:04,  1.54it/s]
overall:  19%|█▉        | 764/4000 [08:13<35:06,  1.54it/s]

train:  26%|██▋       | 764/2893 [08:13<23:06,  1.54it/s]
overall:  19%|█▉        | 765/4000 [08:14<35:11,  1.53it/s]

train:  26%|██▋       | 765/2893 [08:14<23:08,  1.53it/s]
overall:  19%|█▉        | 766/4000 [08:14<35:07,  1.53it/s]

train:  26%|██▋       | 766/2893 [08:14<23:06,  1.53it/s]
overall:  19%|█▉        | 767/4000 [08:15<35:12,  1.53it/s]

train:  27%|██▋       | 767/2893 [08:15<23:08,  1.53it/s]
overall:  19%|█▉        | 768/4000 [08:16<35:09,  1.53it/s]

train:  27%|██▋       | 768/2893 [08:16<23:07,  1.53it/s]
overall:  19%|█▉        | 769/4000 [08:16<35:23,  1.52it/s]

train:  27%|██▋       | 769/2893 [08:16<23:15,  1.52it/s]
overall:  19%|█▉        | 770/4000 [08:17<35:20,  1.52it/s]

train:  27%|██▋       | 770/2893 [08:17<23:13,  1.52it/s]
overall:  19%|█▉        | 771/4000 [08:18<35:23,  1.52it/s]

train:  27%|██▋       | 771/2893 [08:18<23:15,  1.52it/s]
overall:  19%|█▉        | 772/4000 [08:18<35:20,  1.52it/s]

train:  27%|██▋       | 772/2893 [08:18<23:13,  1.52it/s]
overall:  19%|█▉        | 773/4000 [08:19<35:19,  1.52it/s]

train:  27%|██▋       | 773/2893 [08:19<23:12,  1.52it/s]
overall:  19%|█▉        | 774/4000 [08:20<35:17,  1.52it/s]

train:  27%|██▋       | 774/2893 [08:20<23:11,  1.52it/s]
overall:  19%|█▉        | 775/4000 [08:20<35:22,  1.52it/s]

train:  27%|██▋       | 775/2893 [08:20<23:13,  1.52it/s]
overall:  19%|█▉        | 776/4000 [08:21<35:11,  1.53it/s]

train:  27%|██▋       | 776/2893 [08:21<23:06,  1.53it/s]
overall:  19%|█▉        | 777/4000 [08:22<35:11,  1.53it/s]

train:  27%|██▋       | 777/2893 [08:22<23:06,  1.53it/s]
overall:  19%|█▉        | 778/4000 [08:22<35:06,  1.53it/s]

train:  27%|██▋       | 778/2893 [08:22<23:02,  1.53it/s]
overall:  19%|█▉        | 779/4000 [08:23<35:04,  1.53it/s]

train:  27%|██▋       | 779/2893 [08:23<23:01,  1.53it/s]
overall:  20%|█▉        | 780/4000 [08:24<35:06,  1.53it/s]

train:  27%|██▋       | 780/2893 [08:24<23:02,  1.53it/s]
overall:  20%|█▉        | 781/4000 [08:24<35:14,  1.52it/s]

train:  27%|██▋       | 781/2893 [08:24<23:07,  1.52it/s]
overall:  20%|█▉        | 782/4000 [08:25<35:14,  1.52it/s]

train:  27%|██▋       | 782/2893 [08:25<23:07,  1.52it/s]
overall:  20%|█▉        | 783/4000 [08:26<35:10,  1.52it/s]

train:  27%|██▋       | 783/2893 [08:26<23:04,  1.52it/s]
overall:  20%|█▉        | 784/4000 [08:26<35:06,  1.53it/s]

train:  27%|██▋       | 784/2893 [08:26<23:01,  1.53it/s]
overall:  20%|█▉        | 785/4000 [08:27<34:55,  1.53it/s]

train:  27%|██▋       | 785/2893 [08:27<22:54,  1.53it/s]
overall:  20%|█▉        | 786/4000 [08:28<35:07,  1.53it/s]

train:  27%|██▋       | 786/2893 [08:28<23:01,  1.53it/s]
overall:  20%|█▉        | 787/4000 [08:28<34:57,  1.53it/s]

train:  27%|██▋       | 787/2893 [08:28<22:54,  1.53it/s]
overall:  20%|█▉        | 788/4000 [08:29<34:57,  1.53it/s]

train:  27%|██▋       | 788/2893 [08:29<22:54,  1.53it/s]
overall:  20%|█▉        | 789/4000 [08:29<34:55,  1.53it/s]

train:  27%|██▋       | 789/2893 [08:29<22:52,  1.53it/s]
overall:  20%|█▉        | 790/4000 [08:30<34:48,  1.54it/s]

train:  27%|██▋       | 790/2893 [08:30<22:48,  1.54it/s]
overall:  20%|█▉        | 791/4000 [08:31<34:48,  1.54it/s]

train:  27%|██▋       | 791/2893 [08:31<22:47,  1.54it/s]
overall:  20%|█▉        | 792/4000 [08:31<34:45,  1.54it/s]

train:  27%|██▋       | 792/2893 [08:31<22:45,  1.54it/s]
overall:  20%|█▉        | 793/4000 [08:32<34:53,  1.53it/s]

train:  27%|██▋       | 793/2893 [08:32<22:50,  1.53it/s]
overall:  20%|█▉        | 794/4000 [08:33<34:46,  1.54it/s]

train:  27%|██▋       | 794/2893 [08:33<22:46,  1.54it/s]
overall:  20%|█▉        | 795/4000 [08:33<35:03,  1.52it/s]

train:  27%|██▋       | 795/2893 [08:33<22:56,  1.52it/s]
overall:  20%|█▉        | 796/4000 [08:34<34:53,  1.53it/s]

train:  28%|██▊       | 796/2893 [08:34<22:50,  1.53it/s]
overall:  20%|█▉        | 797/4000 [08:35<34:46,  1.53it/s]

train:  28%|██▊       | 797/2893 [08:35<22:45,  1.53it/s]
overall:  20%|█▉        | 798/4000 [08:35<34:47,  1.53it/s]

train:  28%|██▊       | 798/2893 [08:35<22:46,  1.53it/s]
overall:  20%|█▉        | 799/4000 [08:36<34:41,  1.54it/s]

train:  28%|██▊       | 799/2893 [08:36<22:41,  1.54it/s]
overall:  20%|██        | 800/4000 [08:37<34:46,  1.53it/s]

train:  28%|██▊       | 800/2893 [08:37<22:44,  1.53it/s]
overall:  20%|██        | 801/4000 [08:37<34:46,  1.53it/s]

train:  28%|██▊       | 801/2893 [08:37<22:44,  1.53it/s]
overall:  20%|██        | 802/4000 [08:38<34:32,  1.54it/s]

train:  28%|██▊       | 802/2893 [08:38<22:34,  1.54it/s]
overall:  20%|██        | 803/4000 [08:39<34:23,  1.55it/s]

train:  28%|██▊       | 803/2893 [08:39<22:29,  1.55it/s]
overall:  20%|██        | 804/4000 [08:39<34:19,  1.55it/s]

train:  28%|██▊       | 804/2893 [08:39<22:26,  1.55it/s]
overall:  20%|██        | 805/4000 [08:40<34:34,  1.54it/s]

train:  28%|██▊       | 805/2893 [08:40<22:35,  1.54it/s]
overall:  20%|██        | 806/4000 [08:41<34:31,  1.54it/s]

train:  28%|██▊       | 806/2893 [08:41<22:33,  1.54it/s]
overall:  20%|██        | 807/4000 [08:41<34:32,  1.54it/s]

train:  28%|██▊       | 807/2893 [08:41<22:34,  1.54it/s]
overall:  20%|██        | 808/4000 [08:42<34:31,  1.54it/s]

train:  28%|██▊       | 808/2893 [08:42<22:33,  1.54it/s]
overall:  20%|██        | 809/4000 [08:42<34:29,  1.54it/s]

train:  28%|██▊       | 809/2893 [08:42<22:31,  1.54it/s]
overall:  20%|██        | 810/4000 [08:43<34:28,  1.54it/s]

train:  28%|██▊       | 810/2893 [08:43<22:30,  1.54it/s]
overall:  20%|██        | 811/4000 [08:44<34:33,  1.54it/s]

train:  28%|██▊       | 811/2893 [08:44<22:33,  1.54it/s]
overall:  20%|██        | 812/4000 [08:44<34:49,  1.53it/s]

train:  28%|██▊       | 812/2893 [08:44<22:44,  1.53it/s]
overall:  20%|██        | 813/4000 [08:45<34:44,  1.53it/s]

train:  28%|██▊       | 813/2893 [08:45<22:40,  1.53it/s]
overall:  20%|██        | 814/4000 [08:46<34:34,  1.54it/s]

train:  28%|██▊       | 814/2893 [08:46<22:33,  1.54it/s]
overall:  20%|██        | 815/4000 [08:46<34:29,  1.54it/s]

train:  28%|██▊       | 815/2893 [08:46<22:29,  1.54it/s]
overall:  20%|██        | 816/4000 [08:47<34:22,  1.54it/s]

train:  28%|██▊       | 816/2893 [08:47<22:25,  1.54it/s]
overall:  20%|██        | 817/4000 [08:48<34:41,  1.53it/s]

train:  28%|██▊       | 817/2893 [08:48<22:37,  1.53it/s]
overall:  20%|██        | 818/4000 [08:48<34:38,  1.53it/s]

train:  28%|██▊       | 818/2893 [08:48<22:35,  1.53it/s]
overall:  20%|██        | 819/4000 [08:49<34:41,  1.53it/s]

train:  28%|██▊       | 819/2893 [08:49<22:37,  1.53it/s]
overall:  20%|██        | 820/4000 [08:50<34:35,  1.53it/s]

train:  28%|██▊       | 820/2893 [08:50<22:32,  1.53it/s]
overall:  21%|██        | 821/4000 [08:50<34:29,  1.54it/s]

train:  28%|██▊       | 821/2893 [08:50<22:28,  1.54it/s]
overall:  21%|██        | 822/4000 [08:51<34:34,  1.53it/s]

train:  28%|██▊       | 822/2893 [08:51<22:31,  1.53it/s]
overall:  21%|██        | 823/4000 [08:52<34:29,  1.53it/s]

train:  28%|██▊       | 823/2893 [08:52<22:28,  1.53it/s]
overall:  21%|██        | 824/4000 [08:52<34:27,  1.54it/s]

train:  28%|██▊       | 824/2893 [08:52<22:26,  1.54it/s]
overall:  21%|██        | 825/4000 [08:53<34:21,  1.54it/s]

train:  29%|██▊       | 825/2893 [08:53<22:22,  1.54it/s]
overall:  21%|██        | 826/4000 [08:54<34:21,  1.54it/s]

train:  29%|██▊       | 826/2893 [08:54<22:22,  1.54it/s]
overall:  21%|██        | 827/4000 [08:54<34:16,  1.54it/s]

train:  29%|██▊       | 827/2893 [08:54<22:18,  1.54it/s]
overall:  21%|██        | 828/4000 [08:55<34:17,  1.54it/s]

train:  29%|██▊       | 828/2893 [08:55<22:19,  1.54it/s]
overall:  21%|██        | 829/4000 [08:55<34:24,  1.54it/s]

train:  29%|██▊       | 829/2893 [08:55<22:23,  1.54it/s]
overall:  21%|██        | 830/4000 [08:56<34:31,  1.53it/s]

train:  29%|██▊       | 830/2893 [08:56<22:27,  1.53it/s]
overall:  21%|██        | 831/4000 [08:57<34:27,  1.53it/s]

train:  29%|██▊       | 831/2893 [08:57<22:24,  1.53it/s]
overall:  21%|██        | 832/4000 [08:57<34:24,  1.53it/s]

train:  29%|██▉       | 832/2893 [08:57<22:23,  1.53it/s]
overall:  21%|██        | 833/4000 [08:58<34:20,  1.54it/s]

train:  29%|██▉       | 833/2893 [08:58<22:19,  1.54it/s]
overall:  21%|██        | 834/4000 [08:59<34:16,  1.54it/s]

train:  29%|██▉       | 834/2893 [08:59<22:17,  1.54it/s]
overall:  21%|██        | 835/4000 [08:59<34:17,  1.54it/s]

train:  29%|██▉       | 835/2893 [08:59<22:18,  1.54it/s]
overall:  21%|██        | 836/4000 [09:00<34:19,  1.54it/s]

train:  29%|██▉       | 836/2893 [09:00<22:18,  1.54it/s]
overall:  21%|██        | 837/4000 [09:01<34:15,  1.54it/s]

train:  29%|██▉       | 837/2893 [09:01<22:16,  1.54it/s]
overall:  21%|██        | 838/4000 [09:01<34:17,  1.54it/s]

train:  29%|██▉       | 838/2893 [09:01<22:17,  1.54it/s]
overall:  21%|██        | 839/4000 [09:02<34:19,  1.53it/s]

train:  29%|██▉       | 839/2893 [09:02<22:18,  1.53it/s]
overall:  21%|██        | 840/4000 [09:03<34:14,  1.54it/s]

train:  29%|██▉       | 840/2893 [09:03<22:14,  1.54it/s]
overall:  21%|██        | 841/4000 [09:03<34:21,  1.53it/s]

train:  29%|██▉       | 841/2893 [09:03<22:18,  1.53it/s]
overall:  21%|██        | 842/4000 [09:04<34:18,  1.53it/s]

train:  29%|██▉       | 842/2893 [09:04<22:17,  1.53it/s]
overall:  21%|██        | 843/4000 [09:05<34:19,  1.53it/s]

train:  29%|██▉       | 843/2893 [09:05<22:17,  1.53it/s]
overall:  21%|██        | 844/4000 [09:05<34:17,  1.53it/s]

train:  29%|██▉       | 844/2893 [09:05<22:15,  1.53it/s]
overall:  21%|██        | 845/4000 [09:06<34:24,  1.53it/s]

train:  29%|██▉       | 845/2893 [09:06<22:20,  1.53it/s]
overall:  21%|██        | 846/4000 [09:07<34:18,  1.53it/s]

train:  29%|██▉       | 846/2893 [09:07<22:15,  1.53it/s]
overall:  21%|██        | 847/4000 [09:07<34:16,  1.53it/s]

train:  29%|██▉       | 847/2893 [09:07<22:14,  1.53it/s]
overall:  21%|██        | 848/4000 [09:08<34:15,  1.53it/s]

train:  29%|██▉       | 848/2893 [09:08<22:13,  1.53it/s]
overall:  21%|██        | 849/4000 [09:09<34:11,  1.54it/s]

train:  29%|██▉       | 849/2893 [09:09<22:10,  1.54it/s]
overall:  21%|██▏       | 850/4000 [09:09<34:11,  1.54it/s]

train:  29%|██▉       | 850/2893 [09:09<22:10,  1.54it/s]
overall:  21%|██▏       | 851/4000 [09:10<34:12,  1.53it/s]

train:  29%|██▉       | 851/2893 [09:10<22:10,  1.53it/s]
overall:  21%|██▏       | 852/4000 [09:10<34:18,  1.53it/s]

train:  29%|██▉       | 852/2893 [09:10<22:14,  1.53it/s]
overall:  21%|██▏       | 853/4000 [09:11<34:23,  1.53it/s]

train:  29%|██▉       | 853/2893 [09:11<22:17,  1.53it/s]
overall:  21%|██▏       | 854/4000 [09:12<34:20,  1.53it/s]

train:  30%|██▉       | 854/2893 [09:12<22:15,  1.53it/s]
overall:  21%|██▏       | 855/4000 [09:12<34:15,  1.53it/s]

train:  30%|██▉       | 855/2893 [09:12<22:12,  1.53it/s]
overall:  21%|██▏       | 856/4000 [09:13<34:20,  1.53it/s]

train:  30%|██▉       | 856/2893 [09:13<22:14,  1.53it/s]
overall:  21%|██▏       | 857/4000 [09:14<34:09,  1.53it/s]

train:  30%|██▉       | 857/2893 [09:14<22:07,  1.53it/s]
overall:  21%|██▏       | 858/4000 [09:14<34:03,  1.54it/s]

train:  30%|██▉       | 858/2893 [09:14<22:03,  1.54it/s]
overall:  21%|██▏       | 859/4000 [09:15<33:59,  1.54it/s]

train:  30%|██▉       | 859/2893 [09:15<22:00,  1.54it/s]
overall:  22%|██▏       | 860/4000 [09:16<34:01,  1.54it/s]

train:  30%|██▉       | 860/2893 [09:16<22:01,  1.54it/s]
overall:  22%|██▏       | 861/4000 [09:16<34:16,  1.53it/s]

train:  30%|██▉       | 861/2893 [09:16<22:11,  1.53it/s]
overall:  22%|██▏       | 862/4000 [09:17<34:02,  1.54it/s]

train:  30%|██▉       | 862/2893 [09:17<22:02,  1.54it/s]
overall:  22%|██▏       | 863/4000 [09:18<33:55,  1.54it/s]

train:  30%|██▉       | 863/2893 [09:18<21:56,  1.54it/s]
overall:  22%|██▏       | 864/4000 [09:18<33:57,  1.54it/s]

train:  30%|██▉       | 864/2893 [09:18<21:58,  1.54it/s]
overall:  22%|██▏       | 865/4000 [09:19<34:05,  1.53it/s]

train:  30%|██▉       | 865/2893 [09:19<22:03,  1.53it/s]
overall:  22%|██▏       | 866/4000 [09:20<34:05,  1.53it/s]

train:  30%|██▉       | 866/2893 [09:20<22:02,  1.53it/s]
overall:  22%|██▏       | 867/4000 [09:20<34:05,  1.53it/s]

train:  30%|██▉       | 867/2893 [09:20<22:02,  1.53it/s]
overall:  22%|██▏       | 868/4000 [09:21<33:56,  1.54it/s]

train:  30%|███       | 868/2893 [09:21<21:56,  1.54it/s]
overall:  22%|██▏       | 869/4000 [09:22<33:52,  1.54it/s]

train:  30%|███       | 869/2893 [09:22<21:53,  1.54it/s]
overall:  22%|██▏       | 870/4000 [09:22<33:56,  1.54it/s]

train:  30%|███       | 870/2893 [09:22<21:56,  1.54it/s]
overall:  22%|██▏       | 871/4000 [09:23<33:58,  1.54it/s]

train:  30%|███       | 871/2893 [09:23<21:57,  1.54it/s]
overall:  22%|██▏       | 872/4000 [09:24<33:56,  1.54it/s]

train:  30%|███       | 872/2893 [09:24<21:55,  1.54it/s]
overall:  22%|██▏       | 873/4000 [09:24<33:49,  1.54it/s]

train:  30%|███       | 873/2893 [09:24<21:51,  1.54it/s]
overall:  22%|██▏       | 874/4000 [09:25<33:46,  1.54it/s]

train:  30%|███       | 874/2893 [09:25<21:48,  1.54it/s]
overall:  22%|██▏       | 875/4000 [09:25<33:44,  1.54it/s]

train:  30%|███       | 875/2893 [09:25<21:47,  1.54it/s]
overall:  22%|██▏       | 876/4000 [09:26<33:47,  1.54it/s]

train:  30%|███       | 876/2893 [09:26<21:49,  1.54it/s]
overall:  22%|██▏       | 877/4000 [09:27<33:52,  1.54it/s]

train:  30%|███       | 877/2893 [09:27<21:52,  1.54it/s]
overall:  22%|██▏       | 878/4000 [09:27<33:52,  1.54it/s]

train:  30%|███       | 878/2893 [09:27<21:51,  1.54it/s]
overall:  22%|██▏       | 879/4000 [09:28<34:01,  1.53it/s]

train:  30%|███       | 879/2893 [09:28<21:57,  1.53it/s]
overall:  22%|██▏       | 880/4000 [09:29<33:54,  1.53it/s]

train:  30%|███       | 880/2893 [09:29<21:52,  1.53it/s]
overall:  22%|██▏       | 881/4000 [09:29<33:47,  1.54it/s]

train:  30%|███       | 881/2893 [09:29<21:48,  1.54it/s]
overall:  22%|██▏       | 882/4000 [09:30<33:44,  1.54it/s]

train:  30%|███       | 882/2893 [09:30<21:45,  1.54it/s]
overall:  22%|██▏       | 883/4000 [09:31<33:39,  1.54it/s]

train:  31%|███       | 883/2893 [09:31<21:42,  1.54it/s]
overall:  22%|██▏       | 884/4000 [09:31<33:42,  1.54it/s]

train:  31%|███       | 884/2893 [09:31<21:43,  1.54it/s]
overall:  22%|██▏       | 885/4000 [09:32<33:40,  1.54it/s]

train:  31%|███       | 885/2893 [09:32<21:42,  1.54it/s]
overall:  22%|██▏       | 886/4000 [09:33<33:37,  1.54it/s]

train:  31%|███       | 886/2893 [09:33<21:40,  1.54it/s]
overall:  22%|██▏       | 887/4000 [09:33<33:35,  1.54it/s]

train:  31%|███       | 887/2893 [09:33<21:38,  1.54it/s]
overall:  22%|██▏       | 888/4000 [09:34<33:36,  1.54it/s]

train:  31%|███       | 888/2893 [09:34<21:39,  1.54it/s]
overall:  22%|██▏       | 889/4000 [09:35<33:44,  1.54it/s]

train:  31%|███       | 889/2893 [09:35<21:44,  1.54it/s]
overall:  22%|██▏       | 890/4000 [09:35<33:52,  1.53it/s]

train:  31%|███       | 890/2893 [09:35<21:49,  1.53it/s]
overall:  22%|██▏       | 891/4000 [09:36<33:50,  1.53it/s]

train:  31%|███       | 891/2893 [09:36<21:47,  1.53it/s]
overall:  22%|██▏       | 892/4000 [09:37<33:43,  1.54it/s]

train:  31%|███       | 892/2893 [09:37<21:43,  1.54it/s]
overall:  22%|██▏       | 893/4000 [09:37<33:39,  1.54it/s]

train:  31%|███       | 893/2893 [09:37<21:40,  1.54it/s]
overall:  22%|██▏       | 894/4000 [09:38<33:34,  1.54it/s]

train:  31%|███       | 894/2893 [09:38<21:36,  1.54it/s]
overall:  22%|██▏       | 895/4000 [09:38<33:33,  1.54it/s]

train:  31%|███       | 895/2893 [09:38<21:35,  1.54it/s]
overall:  22%|██▏       | 896/4000 [09:39<33:39,  1.54it/s]

train:  31%|███       | 896/2893 [09:39<21:39,  1.54it/s]
overall:  22%|██▏       | 897/4000 [09:40<33:32,  1.54it/s]

train:  31%|███       | 897/2893 [09:40<21:34,  1.54it/s]
overall:  22%|██▏       | 898/4000 [09:40<33:30,  1.54it/s]

train:  31%|███       | 898/2893 [09:40<21:32,  1.54it/s]
overall:  22%|██▏       | 899/4000 [09:41<33:28,  1.54it/s]

train:  31%|███       | 899/2893 [09:41<21:31,  1.54it/s]
overall:  22%|██▎       | 900/4000 [09:42<33:31,  1.54it/s]

train:  31%|███       | 900/2893 [09:42<21:32,  1.54it/s]
overall:  23%|██▎       | 901/4000 [09:42<33:43,  1.53it/s]

train:  31%|███       | 901/2893 [09:42<21:40,  1.53it/s]
overall:  23%|██▎       | 902/4000 [09:43<33:41,  1.53it/s]

train:  31%|███       | 902/2893 [09:43<21:39,  1.53it/s]
overall:  23%|██▎       | 903/4000 [09:44<33:47,  1.53it/s]

train:  31%|███       | 903/2893 [09:44<21:43,  1.53it/s]
overall:  23%|██▎       | 904/4000 [09:44<33:40,  1.53it/s]

train:  31%|███       | 904/2893 [09:44<21:38,  1.53it/s]
overall:  23%|██▎       | 905/4000 [09:45<33:39,  1.53it/s]

train:  31%|███▏      | 905/2893 [09:45<21:37,  1.53it/s]
overall:  23%|██▎       | 906/4000 [09:46<33:38,  1.53it/s]

train:  31%|███▏      | 906/2893 [09:46<21:36,  1.53it/s]
overall:  23%|██▎       | 907/4000 [09:46<33:36,  1.53it/s]

train:  31%|███▏      | 907/2893 [09:46<21:34,  1.53it/s]
overall:  23%|██▎       | 908/4000 [09:47<33:39,  1.53it/s]

train:  31%|███▏      | 908/2893 [09:47<21:36,  1.53it/s]
overall:  23%|██▎       | 909/4000 [09:48<33:35,  1.53it/s]

train:  31%|███▏      | 909/2893 [09:48<21:33,  1.53it/s]
overall:  23%|██▎       | 910/4000 [09:48<33:42,  1.53it/s]

train:  31%|███▏      | 910/2893 [09:48<21:37,  1.53it/s]
overall:  23%|██▎       | 911/4000 [09:49<33:40,  1.53it/s]

train:  31%|███▏      | 911/2893 [09:49<21:36,  1.53it/s]
overall:  23%|██▎       | 912/4000 [09:50<33:38,  1.53it/s]

train:  32%|███▏      | 912/2893 [09:50<21:35,  1.53it/s]
overall:  23%|██▎       | 913/4000 [09:50<33:42,  1.53it/s]

train:  32%|███▏      | 913/2893 [09:50<21:37,  1.53it/s]
overall:  23%|██▎       | 914/4000 [09:51<33:44,  1.52it/s]

train:  32%|███▏      | 914/2893 [09:51<21:38,  1.52it/s]
overall:  23%|██▎       | 915/4000 [09:52<33:40,  1.53it/s]

train:  32%|███▏      | 915/2893 [09:52<21:35,  1.53it/s]
overall:  23%|██▎       | 916/4000 [09:52<33:32,  1.53it/s]

train:  32%|███▏      | 916/2893 [09:52<21:30,  1.53it/s]
overall:  23%|██▎       | 917/4000 [09:53<33:24,  1.54it/s]

train:  32%|███▏      | 917/2893 [09:53<21:24,  1.54it/s]
overall:  23%|██▎       | 918/4000 [09:53<33:19,  1.54it/s]

train:  32%|███▏      | 918/2893 [09:53<21:21,  1.54it/s]
overall:  23%|██▎       | 919/4000 [09:54<33:18,  1.54it/s]

train:  32%|███▏      | 919/2893 [09:54<21:20,  1.54it/s]
overall:  23%|██▎       | 920/4000 [09:55<33:23,  1.54it/s]

train:  32%|███▏      | 920/2893 [09:55<21:23,  1.54it/s]
overall:  23%|██▎       | 921/4000 [09:55<33:21,  1.54it/s]

train:  32%|███▏      | 921/2893 [09:55<21:21,  1.54it/s]
overall:  23%|██▎       | 922/4000 [09:56<33:20,  1.54it/s]

train:  32%|███▏      | 922/2893 [09:56<21:21,  1.54it/s]
overall:  23%|██▎       | 923/4000 [09:57<33:19,  1.54it/s]

train:  32%|███▏      | 923/2893 [09:57<21:19,  1.54it/s]
overall:  23%|██▎       | 924/4000 [09:57<33:23,  1.54it/s]

train:  32%|███▏      | 924/2893 [09:57<21:22,  1.54it/s]
overall:  23%|██▎       | 925/4000 [09:58<33:28,  1.53it/s]

train:  32%|███▏      | 925/2893 [09:58<21:25,  1.53it/s]
overall:  23%|██▎       | 926/4000 [09:59<33:24,  1.53it/s]

train:  32%|███▏      | 926/2893 [09:59<21:22,  1.53it/s]
overall:  23%|██▎       | 927/4000 [09:59<33:24,  1.53it/s]

train:  32%|███▏      | 927/2893 [09:59<21:22,  1.53it/s]
overall:  23%|██▎       | 928/4000 [10:00<33:19,  1.54it/s]

train:  32%|███▏      | 928/2893 [10:00<21:19,  1.54it/s]
overall:  23%|██▎       | 929/4000 [10:01<33:24,  1.53it/s]

train:  32%|███▏      | 929/2893 [10:01<21:21,  1.53it/s]
overall:  23%|██▎       | 930/4000 [10:01<33:21,  1.53it/s]

train:  32%|███▏      | 930/2893 [10:01<21:19,  1.53it/s]
overall:  23%|██▎       | 931/4000 [10:02<33:25,  1.53it/s]

train:  32%|███▏      | 931/2893 [10:02<21:21,  1.53it/s]
overall:  23%|██▎       | 932/4000 [10:03<33:24,  1.53it/s]

train:  32%|███▏      | 932/2893 [10:03<21:21,  1.53it/s]
overall:  23%|██▎       | 933/4000 [10:03<33:20,  1.53it/s]

train:  32%|███▏      | 933/2893 [10:03<21:18,  1.53it/s]
overall:  23%|██▎       | 934/4000 [10:04<33:11,  1.54it/s]

train:  32%|███▏      | 934/2893 [10:04<21:12,  1.54it/s]
overall:  23%|██▎       | 935/4000 [10:05<33:07,  1.54it/s]

train:  32%|███▏      | 935/2893 [10:05<21:09,  1.54it/s]
overall:  23%|██▎       | 936/4000 [10:05<33:02,  1.55it/s]

train:  32%|███▏      | 936/2893 [10:05<21:06,  1.55it/s]
overall:  23%|██▎       | 937/4000 [10:06<33:11,  1.54it/s]

train:  32%|███▏      | 937/2893 [10:06<21:11,  1.54it/s]
overall:  23%|██▎       | 938/4000 [10:06<33:05,  1.54it/s]

train:  32%|███▏      | 938/2893 [10:06<21:07,  1.54it/s]
overall:  23%|██▎       | 939/4000 [10:07<33:07,  1.54it/s]

train:  32%|███▏      | 939/2893 [10:07<21:08,  1.54it/s]
overall:  24%|██▎       | 940/4000 [10:08<33:06,  1.54it/s]

train:  32%|███▏      | 940/2893 [10:08<21:08,  1.54it/s]
overall:  24%|██▎       | 941/4000 [10:08<33:09,  1.54it/s]

train:  33%|███▎      | 941/2893 [10:08<21:09,  1.54it/s]
overall:  24%|██▎       | 942/4000 [10:09<33:09,  1.54it/s]

train:  33%|███▎      | 942/2893 [10:09<21:09,  1.54it/s]
overall:  24%|██▎       | 943/4000 [10:10<33:07,  1.54it/s]

train:  33%|███▎      | 943/2893 [10:10<21:07,  1.54it/s]
overall:  24%|██▎       | 944/4000 [10:10<33:05,  1.54it/s]

train:  33%|███▎      | 944/2893 [10:10<21:06,  1.54it/s]
overall:  24%|██▎       | 945/4000 [10:11<33:05,  1.54it/s]

train:  33%|███▎      | 945/2893 [10:11<21:06,  1.54it/s]
overall:  24%|██▎       | 946/4000 [10:12<33:02,  1.54it/s]

train:  33%|███▎      | 946/2893 [10:12<21:04,  1.54it/s]
overall:  24%|██▎       | 947/4000 [10:12<32:57,  1.54it/s]

train:  33%|███▎      | 947/2893 [10:12<21:00,  1.54it/s]
overall:  24%|██▎       | 948/4000 [10:13<32:52,  1.55it/s]

train:  33%|███▎      | 948/2893 [10:13<20:57,  1.55it/s]
overall:  24%|██▎       | 949/4000 [10:14<32:59,  1.54it/s]

train:  33%|███▎      | 949/2893 [10:14<21:01,  1.54it/s]
overall:  24%|██▍       | 950/4000 [10:14<33:00,  1.54it/s]

train:  33%|███▎      | 950/2893 [10:14<21:01,  1.54it/s]
overall:  24%|██▍       | 951/4000 [10:15<32:58,  1.54it/s]

train:  33%|███▎      | 951/2893 [10:15<21:00,  1.54it/s]
overall:  24%|██▍       | 952/4000 [10:16<33:00,  1.54it/s]

train:  33%|███▎      | 952/2893 [10:16<21:01,  1.54it/s]
overall:  24%|██▍       | 953/4000 [10:16<32:57,  1.54it/s]

train:  33%|███▎      | 953/2893 [10:16<20:59,  1.54it/s]
overall:  24%|██▍       | 954/4000 [10:17<32:53,  1.54it/s]

train:  33%|███▎      | 954/2893 [10:17<20:56,  1.54it/s]
overall:  24%|██▍       | 955/4000 [10:18<32:57,  1.54it/s]

train:  33%|███▎      | 955/2893 [10:17<20:58,  1.54it/s]
overall:  24%|██▍       | 956/4000 [10:18<33:00,  1.54it/s]

train:  33%|███▎      | 956/2893 [10:18<21:00,  1.54it/s]
overall:  24%|██▍       | 957/4000 [10:19<32:59,  1.54it/s]

train:  33%|███▎      | 957/2893 [10:19<20:59,  1.54it/s]
overall:  24%|██▍       | 958/4000 [10:19<32:58,  1.54it/s]

train:  33%|███▎      | 958/2893 [10:19<20:58,  1.54it/s]
overall:  24%|██▍       | 959/4000 [10:20<32:55,  1.54it/s]

train:  33%|███▎      | 959/2893 [10:20<20:56,  1.54it/s]
overall:  24%|██▍       | 960/4000 [10:21<32:54,  1.54it/s]

train:  33%|███▎      | 960/2893 [10:21<20:55,  1.54it/s]
overall:  24%|██▍       | 961/4000 [10:21<33:09,  1.53it/s]

train:  33%|███▎      | 961/2893 [10:21<21:04,  1.53it/s]
overall:  24%|██▍       | 962/4000 [10:22<33:07,  1.53it/s]

train:  33%|███▎      | 962/2893 [10:22<21:03,  1.53it/s]
overall:  24%|██▍       | 963/4000 [10:23<33:02,  1.53it/s]

train:  33%|███▎      | 963/2893 [10:23<20:59,  1.53it/s]
overall:  24%|██▍       | 964/4000 [10:23<32:55,  1.54it/s]

train:  33%|███▎      | 964/2893 [10:23<20:55,  1.54it/s]
overall:  24%|██▍       | 965/4000 [10:24<32:54,  1.54it/s]

train:  33%|███▎      | 965/2893 [10:24<20:54,  1.54it/s]
overall:  24%|██▍       | 966/4000 [10:25<32:50,  1.54it/s]

train:  33%|███▎      | 966/2893 [10:25<20:51,  1.54it/s]
overall:  24%|██▍       | 967/4000 [10:25<32:53,  1.54it/s]

train:  33%|███▎      | 967/2893 [10:25<20:52,  1.54it/s]
overall:  24%|██▍       | 968/4000 [10:26<32:58,  1.53it/s]

train:  33%|███▎      | 968/2893 [10:26<20:55,  1.53it/s]
overall:  24%|██▍       | 969/4000 [10:27<32:56,  1.53it/s]

train:  33%|███▎      | 969/2893 [10:27<20:54,  1.53it/s]
overall:  24%|██▍       | 970/4000 [10:27<32:55,  1.53it/s]

train:  34%|███▎      | 970/2893 [10:27<20:53,  1.53it/s]
overall:  24%|██▍       | 971/4000 [10:28<32:51,  1.54it/s]

train:  34%|███▎      | 971/2893 [10:28<20:50,  1.54it/s]
overall:  24%|██▍       | 972/4000 [10:29<32:50,  1.54it/s]

train:  34%|███▎      | 972/2893 [10:29<20:50,  1.54it/s]
overall:  24%|██▍       | 973/4000 [10:29<32:54,  1.53it/s]

train:  34%|███▎      | 973/2893 [10:29<20:52,  1.53it/s]
overall:  24%|██▍       | 974/4000 [10:30<32:58,  1.53it/s]

train:  34%|███▎      | 974/2893 [10:30<20:54,  1.53it/s]
overall:  24%|██▍       | 975/4000 [10:31<32:58,  1.53it/s]

train:  34%|███▎      | 975/2893 [10:31<20:54,  1.53it/s]
overall:  24%|██▍       | 976/4000 [10:31<32:52,  1.53it/s]

train:  34%|███▎      | 976/2893 [10:31<20:50,  1.53it/s]
overall:  24%|██▍       | 977/4000 [10:32<32:50,  1.53it/s]

train:  34%|███▍      | 977/2893 [10:32<20:48,  1.53it/s]
overall:  24%|██▍       | 978/4000 [10:32<32:46,  1.54it/s]

train:  34%|███▍      | 978/2893 [10:32<20:46,  1.54it/s]
overall:  24%|██▍       | 979/4000 [10:33<32:50,  1.53it/s]

train:  34%|███▍      | 979/2893 [10:33<20:48,  1.53it/s]
overall:  24%|██▍       | 980/4000 [10:34<32:45,  1.54it/s]

train:  34%|███▍      | 980/2893 [10:34<20:44,  1.54it/s]
overall:  25%|██▍       | 981/4000 [10:34<32:46,  1.54it/s]

train:  34%|███▍      | 981/2893 [10:34<20:45,  1.54it/s]
overall:  25%|██▍       | 982/4000 [10:35<32:42,  1.54it/s]

train:  34%|███▍      | 982/2893 [10:35<20:42,  1.54it/s]
overall:  25%|██▍       | 983/4000 [10:36<32:35,  1.54it/s]

train:  34%|███▍      | 983/2893 [10:36<20:38,  1.54it/s]
overall:  25%|██▍       | 984/4000 [10:36<32:43,  1.54it/s]

train:  34%|███▍      | 984/2893 [10:36<20:42,  1.54it/s]
overall:  25%|██▍       | 985/4000 [10:37<32:50,  1.53it/s]

train:  34%|███▍      | 985/2893 [10:37<20:47,  1.53it/s]
overall:  25%|██▍       | 986/4000 [10:38<32:47,  1.53it/s]

train:  34%|███▍      | 986/2893 [10:38<20:44,  1.53it/s]
overall:  25%|██▍       | 987/4000 [10:38<32:58,  1.52it/s]

train:  34%|███▍      | 987/2893 [10:38<20:51,  1.52it/s]
overall:  25%|██▍       | 988/4000 [10:39<32:55,  1.52it/s]

train:  34%|███▍      | 988/2893 [10:39<20:49,  1.52it/s]
overall:  25%|██▍       | 989/4000 [10:40<32:44,  1.53it/s]

train:  34%|███▍      | 989/2893 [10:40<20:41,  1.53it/s]
overall:  25%|██▍       | 990/4000 [10:40<32:55,  1.52it/s]

train:  34%|███▍      | 990/2893 [10:40<20:48,  1.52it/s]
overall:  25%|██▍       | 991/4000 [10:41<32:51,  1.53it/s]

train:  34%|███▍      | 991/2893 [10:41<20:46,  1.53it/s]
overall:  25%|██▍       | 992/4000 [10:42<32:51,  1.53it/s]

train:  34%|███▍      | 992/2893 [10:42<20:45,  1.53it/s]
overall:  25%|██▍       | 993/4000 [10:42<32:52,  1.52it/s]

train:  34%|███▍      | 993/2893 [10:42<20:46,  1.52it/s]
overall:  25%|██▍       | 994/4000 [10:43<32:45,  1.53it/s]

train:  34%|███▍      | 994/2893 [10:43<20:41,  1.53it/s]
overall:  25%|██▍       | 995/4000 [10:44<32:34,  1.54it/s]

train:  34%|███▍      | 995/2893 [10:44<20:34,  1.54it/s]
overall:  25%|██▍       | 996/4000 [10:44<32:34,  1.54it/s]

train:  34%|███▍      | 996/2893 [10:44<20:34,  1.54it/s]
overall:  25%|██▍       | 997/4000 [10:45<32:36,  1.53it/s]

train:  34%|███▍      | 997/2893 [10:45<20:35,  1.53it/s]
overall:  25%|██▍       | 998/4000 [10:46<32:33,  1.54it/s]

train:  34%|███▍      | 998/2893 [10:46<20:33,  1.54it/s]
overall:  25%|██▍       | 999/4000 [10:46<32:31,  1.54it/s]

train:  35%|███▍      | 999/2893 [10:46<20:31,  1.54it/s]
overall:  25%|██▌       | 1000/4000 [10:47<32:27,  1.54it/s]

train:  35%|███▍      | 1000/2893 [10:47<20:29,  1.54it/s]
overall:  25%|██▌       | 1001/4000 [10:48<33:02,  1.51it/s]

train:  35%|███▍      | 1001/2893 [10:48<20:50,  1.51it/s]
overall:  25%|██▌       | 1002/4000 [10:48<32:54,  1.52it/s]

train:  35%|███▍      | 1002/2893 [10:48<20:45,  1.52it/s]
overall:  25%|██▌       | 1003/4000 [10:49<32:36,  1.53it/s]

train:  35%|███▍      | 1003/2893 [10:49<20:33,  1.53it/s]
overall:  25%|██▌       | 1004/4000 [10:49<32:36,  1.53it/s]

train:  35%|███▍      | 1004/2893 [10:49<20:33,  1.53it/s]
overall:  25%|██▌       | 1005/4000 [10:50<32:48,  1.52it/s]

train:  35%|███▍      | 1005/2893 [10:50<20:40,  1.52it/s]
overall:  25%|██▌       | 1006/4000 [10:51<32:40,  1.53it/s]

train:  35%|███▍      | 1006/2893 [10:51<20:35,  1.53it/s]
overall:  25%|██▌       | 1007/4000 [10:51<32:47,  1.52it/s]

train:  35%|███▍      | 1007/2893 [10:51<20:39,  1.52it/s]
overall:  25%|██▌       | 1008/4000 [10:52<32:46,  1.52it/s]

train:  35%|███▍      | 1008/2893 [10:52<20:39,  1.52it/s]
overall:  25%|██▌       | 1009/4000 [10:53<32:47,  1.52it/s]

train:  35%|███▍      | 1009/2893 [10:53<20:39,  1.52it/s]
overall:  25%|██▌       | 1010/4000 [10:53<32:54,  1.51it/s]

train:  35%|███▍      | 1010/2893 [10:53<20:43,  1.51it/s]
overall:  25%|██▌       | 1011/4000 [10:54<32:57,  1.51it/s]

train:  35%|███▍      | 1011/2893 [10:54<20:45,  1.51it/s]
overall:  25%|██▌       | 1012/4000 [10:55<32:58,  1.51it/s]

train:  35%|███▍      | 1012/2893 [10:55<20:45,  1.51it/s]
overall:  25%|██▌       | 1013/4000 [10:55<33:00,  1.51it/s]

train:  35%|███▌      | 1013/2893 [10:55<20:46,  1.51it/s]
overall:  25%|██▌       | 1014/4000 [10:56<33:09,  1.50it/s]

train:  35%|███▌      | 1014/2893 [10:56<20:51,  1.50it/s]
overall:  25%|██▌       | 1015/4000 [10:57<33:04,  1.50it/s]

train:  35%|███▌      | 1015/2893 [10:57<20:48,  1.50it/s]
overall:  25%|██▌       | 1016/4000 [10:57<33:12,  1.50it/s]

train:  35%|███▌      | 1016/2893 [10:57<20:53,  1.50it/s]
overall:  25%|██▌       | 1017/4000 [10:58<33:09,  1.50it/s]

train:  35%|███▌      | 1017/2893 [10:58<20:51,  1.50it/s]
overall:  25%|██▌       | 1018/4000 [10:59<33:02,  1.50it/s]

train:  35%|███▌      | 1018/2893 [10:59<20:46,  1.50it/s]
overall:  25%|██▌       | 1019/4000 [10:59<32:51,  1.51it/s]

train:  35%|███▌      | 1019/2893 [10:59<20:39,  1.51it/s]
overall:  26%|██▌       | 1020/4000 [11:00<32:50,  1.51it/s]

train:  35%|███▌      | 1020/2893 [11:00<20:38,  1.51it/s]
overall:  26%|██▌       | 1021/4000 [11:01<33:03,  1.50it/s]

train:  35%|███▌      | 1021/2893 [11:01<20:46,  1.50it/s]
overall:  26%|██▌       | 1022/4000 [11:01<32:50,  1.51it/s]

train:  35%|███▌      | 1022/2893 [11:01<20:38,  1.51it/s]
overall:  26%|██▌       | 1023/4000 [11:02<33:01,  1.50it/s]

train:  35%|███▌      | 1023/2893 [11:02<20:44,  1.50it/s]
overall:  26%|██▌       | 1024/4000 [11:03<32:55,  1.51it/s]

train:  35%|███▌      | 1024/2893 [11:03<20:40,  1.51it/s]
overall:  26%|██▌       | 1025/4000 [11:03<32:46,  1.51it/s]

train:  35%|███▌      | 1025/2893 [11:03<20:34,  1.51it/s]
overall:  26%|██▌       | 1026/4000 [11:04<33:00,  1.50it/s]

train:  35%|███▌      | 1026/2893 [11:04<20:43,  1.50it/s]
overall:  26%|██▌       | 1027/4000 [11:05<32:52,  1.51it/s]

train:  35%|███▌      | 1027/2893 [11:05<20:38,  1.51it/s]
overall:  26%|██▌       | 1028/4000 [11:05<32:48,  1.51it/s]

train:  36%|███▌      | 1028/2893 [11:05<20:35,  1.51it/s]
overall:  26%|██▌       | 1029/4000 [11:06<32:46,  1.51it/s]

train:  36%|███▌      | 1029/2893 [11:06<20:33,  1.51it/s]
overall:  26%|██▌       | 1030/4000 [11:07<32:42,  1.51it/s]

train:  36%|███▌      | 1030/2893 [11:07<20:31,  1.51it/s]
overall:  26%|██▌       | 1031/4000 [11:07<32:46,  1.51it/s]

train:  36%|███▌      | 1031/2893 [11:07<20:33,  1.51it/s]
overall:  26%|██▌       | 1032/4000 [11:08<32:39,  1.51it/s]

train:  36%|███▌      | 1032/2893 [11:08<20:28,  1.51it/s]
overall:  26%|██▌       | 1033/4000 [11:09<32:44,  1.51it/s]

train:  36%|███▌      | 1033/2893 [11:09<20:31,  1.51it/s]
overall:  26%|██▌       | 1034/4000 [11:09<32:42,  1.51it/s]

train:  36%|███▌      | 1034/2893 [11:09<20:29,  1.51it/s]
overall:  26%|██▌       | 1035/4000 [11:10<32:37,  1.51it/s]

train:  36%|███▌      | 1035/2893 [11:10<20:26,  1.51it/s]
overall:  26%|██▌       | 1036/4000 [11:11<32:41,  1.51it/s]

train:  36%|███▌      | 1036/2893 [11:11<20:28,  1.51it/s]
overall:  26%|██▌       | 1037/4000 [11:11<32:32,  1.52it/s]

train:  36%|███▌      | 1037/2893 [11:11<20:22,  1.52it/s]
overall:  26%|██▌       | 1038/4000 [11:12<32:29,  1.52it/s]

train:  36%|███▌      | 1038/2893 [11:12<20:20,  1.52it/s]
overall:  26%|██▌       | 1039/4000 [11:13<32:29,  1.52it/s]

train:  36%|███▌      | 1039/2893 [11:13<20:20,  1.52it/s]
overall:  26%|██▌       | 1040/4000 [11:13<32:31,  1.52it/s]

train:  36%|███▌      | 1040/2893 [11:13<20:21,  1.52it/s]
overall:  26%|██▌       | 1041/4000 [11:14<32:22,  1.52it/s]

train:  36%|███▌      | 1041/2893 [11:14<20:15,  1.52it/s]
overall:  26%|██▌       | 1042/4000 [11:15<32:19,  1.53it/s]

train:  36%|███▌      | 1042/2893 [11:15<20:13,  1.53it/s]
overall:  26%|██▌       | 1043/4000 [11:15<32:24,  1.52it/s]

train:  36%|███▌      | 1043/2893 [11:15<20:16,  1.52it/s]
overall:  26%|██▌       | 1044/4000 [11:16<32:19,  1.52it/s]

train:  36%|███▌      | 1044/2893 [11:16<20:13,  1.52it/s]
overall:  26%|██▌       | 1045/4000 [11:17<32:27,  1.52it/s]

train:  36%|███▌      | 1045/2893 [11:17<20:17,  1.52it/s]
overall:  26%|██▌       | 1046/4000 [11:17<32:32,  1.51it/s]

train:  36%|███▌      | 1046/2893 [11:17<20:20,  1.51it/s]
overall:  26%|██▌       | 1047/4000 [11:18<32:29,  1.52it/s]

train:  36%|███▌      | 1047/2893 [11:18<20:18,  1.52it/s]
overall:  26%|██▌       | 1048/4000 [11:19<32:30,  1.51it/s]

train:  36%|███▌      | 1048/2893 [11:19<20:18,  1.51it/s]
overall:  26%|██▌       | 1049/4000 [11:19<32:22,  1.52it/s]

train:  36%|███▋      | 1049/2893 [11:19<20:13,  1.52it/s]
overall:  26%|██▋       | 1050/4000 [11:20<32:13,  1.53it/s]

train:  36%|███▋      | 1050/2893 [11:20<20:07,  1.53it/s]
overall:  26%|██▋       | 1051/4000 [11:21<32:06,  1.53it/s]

train:  36%|███▋      | 1051/2893 [11:21<20:03,  1.53it/s]
overall:  26%|██▋       | 1052/4000 [11:21<32:08,  1.53it/s]

train:  36%|███▋      | 1052/2893 [11:21<20:04,  1.53it/s]
overall:  26%|██▋       | 1053/4000 [11:22<32:08,  1.53it/s]

train:  36%|███▋      | 1053/2893 [11:22<20:04,  1.53it/s]
overall:  26%|██▋       | 1054/4000 [11:23<32:08,  1.53it/s]

train:  36%|███▋      | 1054/2893 [11:22<20:04,  1.53it/s]
overall:  26%|██▋       | 1055/4000 [11:23<32:06,  1.53it/s]

train:  36%|███▋      | 1055/2893 [11:23<20:02,  1.53it/s]
overall:  26%|██▋       | 1056/4000 [11:24<32:14,  1.52it/s]

train:  37%|███▋      | 1056/2893 [11:24<20:07,  1.52it/s]
overall:  26%|██▋       | 1057/4000 [11:24<32:22,  1.52it/s]

train:  37%|███▋      | 1057/2893 [11:24<20:11,  1.52it/s]
overall:  26%|██▋       | 1058/4000 [11:25<32:22,  1.51it/s]

train:  37%|███▋      | 1058/2893 [11:25<20:11,  1.51it/s]
overall:  26%|██▋       | 1059/4000 [11:26<32:27,  1.51it/s]

train:  37%|███▋      | 1059/2893 [11:26<20:14,  1.51it/s]
overall:  26%|██▋       | 1060/4000 [11:26<32:16,  1.52it/s]

train:  37%|███▋      | 1060/2893 [11:26<20:07,  1.52it/s]
overall:  27%|██▋       | 1061/4000 [11:27<32:06,  1.53it/s]

train:  37%|███▋      | 1061/2893 [11:27<20:00,  1.53it/s]
overall:  27%|██▋       | 1062/4000 [11:28<32:12,  1.52it/s]

train:  37%|███▋      | 1062/2893 [11:28<20:04,  1.52it/s]
overall:  27%|██▋       | 1063/4000 [11:28<32:11,  1.52it/s]

train:  37%|███▋      | 1063/2893 [11:28<20:03,  1.52it/s]
overall:  27%|██▋       | 1064/4000 [11:29<32:05,  1.52it/s]

train:  37%|███▋      | 1064/2893 [11:29<19:59,  1.52it/s]
overall:  27%|██▋       | 1065/4000 [11:30<31:59,  1.53it/s]

train:  37%|███▋      | 1065/2893 [11:30<19:55,  1.53it/s]
overall:  27%|██▋       | 1066/4000 [11:30<31:53,  1.53it/s]

train:  37%|███▋      | 1066/2893 [11:30<19:51,  1.53it/s]
overall:  27%|██▋       | 1067/4000 [11:31<31:53,  1.53it/s]

train:  37%|███▋      | 1067/2893 [11:31<19:51,  1.53it/s]
overall:  27%|██▋       | 1068/4000 [11:32<31:53,  1.53it/s]

train:  37%|███▋      | 1068/2893 [11:32<19:51,  1.53it/s]
overall:  27%|██▋       | 1069/4000 [11:32<31:59,  1.53it/s]

train:  37%|███▋      | 1069/2893 [11:32<19:54,  1.53it/s]
overall:  27%|██▋       | 1070/4000 [11:33<31:54,  1.53it/s]

train:  37%|███▋      | 1070/2893 [11:33<19:51,  1.53it/s]
overall:  27%|██▋       | 1071/4000 [11:34<31:51,  1.53it/s]

train:  37%|███▋      | 1071/2893 [11:34<19:49,  1.53it/s]
overall:  27%|██▋       | 1072/4000 [11:34<31:57,  1.53it/s]

train:  37%|███▋      | 1072/2893 [11:34<19:52,  1.53it/s]
overall:  27%|██▋       | 1073/4000 [11:35<31:55,  1.53it/s]

train:  37%|███▋      | 1073/2893 [11:35<19:51,  1.53it/s]
overall:  27%|██▋       | 1074/4000 [11:36<31:55,  1.53it/s]

train:  37%|███▋      | 1074/2893 [11:36<19:51,  1.53it/s]
overall:  27%|██▋       | 1075/4000 [11:36<31:53,  1.53it/s]

train:  37%|███▋      | 1075/2893 [11:36<19:49,  1.53it/s]
overall:  27%|██▋       | 1076/4000 [11:37<31:54,  1.53it/s]

train:  37%|███▋      | 1076/2893 [11:37<19:49,  1.53it/s]
overall:  27%|██▋       | 1077/4000 [11:38<31:47,  1.53it/s]

train:  37%|███▋      | 1077/2893 [11:38<19:45,  1.53it/s]
overall:  27%|██▋       | 1078/4000 [11:38<31:41,  1.54it/s]

train:  37%|███▋      | 1078/2893 [11:38<19:41,  1.54it/s]
overall:  27%|██▋       | 1079/4000 [11:39<31:36,  1.54it/s]

train:  37%|███▋      | 1079/2893 [11:39<19:37,  1.54it/s]
overall:  27%|██▋       | 1080/4000 [11:40<31:38,  1.54it/s]

train:  37%|███▋      | 1080/2893 [11:40<19:38,  1.54it/s]
overall:  27%|██▋       | 1081/4000 [11:40<31:45,  1.53it/s]

train:  37%|███▋      | 1081/2893 [11:40<19:42,  1.53it/s]
overall:  27%|██▋       | 1082/4000 [11:41<31:39,  1.54it/s]

train:  37%|███▋      | 1082/2893 [11:41<19:38,  1.54it/s]
overall:  27%|██▋       | 1083/4000 [11:41<31:39,  1.54it/s]

train:  37%|███▋      | 1083/2893 [11:41<19:38,  1.54it/s]
overall:  27%|██▋       | 1084/4000 [11:42<31:38,  1.54it/s]

train:  37%|███▋      | 1084/2893 [11:42<19:37,  1.54it/s]
overall:  27%|██▋       | 1085/4000 [11:43<31:36,  1.54it/s]

train:  38%|███▊      | 1085/2893 [11:43<19:36,  1.54it/s]
overall:  27%|██▋       | 1086/4000 [11:43<31:35,  1.54it/s]

train:  38%|███▊      | 1086/2893 [11:43<19:35,  1.54it/s]
overall:  27%|██▋       | 1087/4000 [11:44<31:34,  1.54it/s]

train:  38%|███▊      | 1087/2893 [11:44<19:34,  1.54it/s]
overall:  27%|██▋       | 1088/4000 [11:45<31:35,  1.54it/s]

train:  38%|███▊      | 1088/2893 [11:45<19:34,  1.54it/s]
overall:  27%|██▋       | 1089/4000 [11:45<31:32,  1.54it/s]

train:  38%|███▊      | 1089/2893 [11:45<19:32,  1.54it/s]
overall:  27%|██▋       | 1090/4000 [11:46<31:31,  1.54it/s]

train:  38%|███▊      | 1090/2893 [11:46<19:32,  1.54it/s]
overall:  27%|██▋       | 1091/4000 [11:47<31:40,  1.53it/s]

train:  38%|███▊      | 1091/2893 [11:47<19:37,  1.53it/s]
overall:  27%|██▋       | 1092/4000 [11:47<31:48,  1.52it/s]

train:  38%|███▊      | 1092/2893 [11:47<19:42,  1.52it/s]
overall:  27%|██▋       | 1093/4000 [11:48<31:53,  1.52it/s]

train:  38%|███▊      | 1093/2893 [11:48<19:44,  1.52it/s]
overall:  27%|██▋       | 1094/4000 [11:49<31:42,  1.53it/s]

train:  38%|███▊      | 1094/2893 [11:49<19:37,  1.53it/s]
overall:  27%|██▋       | 1095/4000 [11:49<33:12,  1.46it/s]

train:  38%|███▊      | 1095/2893 [11:49<20:33,  1.46it/s]
overall:  27%|██▋       | 1096/4000 [11:50<32:47,  1.48it/s]

train:  38%|███▊      | 1096/2893 [11:50<20:17,  1.48it/s]
overall:  27%|██▋       | 1097/4000 [11:51<32:18,  1.50it/s]

train:  38%|███▊      | 1097/2893 [11:51<19:59,  1.50it/s]
overall:  27%|██▋       | 1098/4000 [11:51<32:00,  1.51it/s]

train:  38%|███▊      | 1098/2893 [11:51<19:48,  1.51it/s]
overall:  27%|██▋       | 1099/4000 [11:52<31:48,  1.52it/s]

train:  38%|███▊      | 1099/2893 [11:52<19:40,  1.52it/s]
overall:  28%|██▊       | 1100/4000 [11:53<31:43,  1.52it/s]

train:  38%|███▊      | 1100/2893 [11:53<19:37,  1.52it/s]
overall:  28%|██▊       | 1101/4000 [11:53<31:35,  1.53it/s]

train:  38%|███▊      | 1101/2893 [11:53<19:31,  1.53it/s]
overall:  28%|██▊       | 1102/4000 [11:54<31:25,  1.54it/s]

train:  38%|███▊      | 1102/2893 [11:54<19:25,  1.54it/s]
overall:  28%|██▊       | 1103/4000 [11:55<31:21,  1.54it/s]

train:  38%|███▊      | 1103/2893 [11:55<19:22,  1.54it/s]
overall:  28%|██▊       | 1104/4000 [11:55<31:27,  1.53it/s]

train:  38%|███▊      | 1104/2893 [11:55<19:25,  1.53it/s]
overall:  28%|██▊       | 1105/4000 [11:56<31:33,  1.53it/s]

train:  38%|███▊      | 1105/2893 [11:56<19:29,  1.53it/s]
overall:  28%|██▊       | 1106/4000 [11:57<31:26,  1.53it/s]

train:  38%|███▊      | 1106/2893 [11:57<19:25,  1.53it/s]
overall:  28%|██▊       | 1107/4000 [11:57<31:35,  1.53it/s]

train:  38%|███▊      | 1107/2893 [11:57<19:30,  1.53it/s]
overall:  28%|██▊       | 1108/4000 [11:58<31:29,  1.53it/s]

train:  38%|███▊      | 1108/2893 [11:58<19:26,  1.53it/s]
overall:  28%|██▊       | 1109/4000 [11:59<31:28,  1.53it/s]

train:  38%|███▊      | 1109/2893 [11:59<19:25,  1.53it/s]
overall:  28%|██▊       | 1110/4000 [11:59<31:31,  1.53it/s]

train:  38%|███▊      | 1110/2893 [11:59<19:26,  1.53it/s]
overall:  28%|██▊       | 1111/4000 [12:00<31:23,  1.53it/s]

train:  38%|███▊      | 1111/2893 [12:00<19:22,  1.53it/s]
overall:  28%|██▊       | 1112/4000 [12:00<31:24,  1.53it/s]

train:  38%|███▊      | 1112/2893 [12:00<19:22,  1.53it/s]
overall:  28%|██▊       | 1113/4000 [12:01<31:29,  1.53it/s]

train:  38%|███▊      | 1113/2893 [12:01<19:25,  1.53it/s]
overall:  28%|██▊       | 1114/4000 [12:02<31:22,  1.53it/s]

train:  39%|███▊      | 1114/2893 [12:02<19:20,  1.53it/s]
overall:  28%|██▊       | 1115/4000 [12:02<31:15,  1.54it/s]

train:  39%|███▊      | 1115/2893 [12:02<19:15,  1.54it/s]
overall:  28%|██▊       | 1116/4000 [12:03<31:16,  1.54it/s]

train:  39%|███▊      | 1116/2893 [12:03<19:16,  1.54it/s]
overall:  28%|██▊       | 1117/4000 [12:04<31:24,  1.53it/s]

train:  39%|███▊      | 1117/2893 [12:04<19:20,  1.53it/s]
overall:  28%|██▊       | 1118/4000 [12:04<31:27,  1.53it/s]

train:  39%|███▊      | 1118/2893 [12:04<19:22,  1.53it/s]
overall:  28%|██▊       | 1119/4000 [12:05<31:23,  1.53it/s]

train:  39%|███▊      | 1119/2893 [12:05<19:19,  1.53it/s]
overall:  28%|██▊       | 1120/4000 [12:06<31:19,  1.53it/s]

train:  39%|███▊      | 1120/2893 [12:06<19:17,  1.53it/s]
overall:  28%|██▊       | 1121/4000 [12:06<31:19,  1.53it/s]

train:  39%|███▊      | 1121/2893 [12:06<19:16,  1.53it/s]
overall:  28%|██▊       | 1122/4000 [12:07<31:18,  1.53it/s]

train:  39%|███▉      | 1122/2893 [12:07<19:15,  1.53it/s]
overall:  28%|██▊       | 1123/4000 [12:08<31:22,  1.53it/s]

train:  39%|███▉      | 1123/2893 [12:08<19:18,  1.53it/s]
overall:  28%|██▊       | 1124/4000 [12:08<31:20,  1.53it/s]

train:  39%|███▉      | 1124/2893 [12:08<19:16,  1.53it/s]
overall:  28%|██▊       | 1125/4000 [12:09<31:15,  1.53it/s]

train:  39%|███▉      | 1125/2893 [12:09<19:13,  1.53it/s]
overall:  28%|██▊       | 1126/4000 [12:10<31:16,  1.53it/s]

train:  39%|███▉      | 1126/2893 [12:10<19:13,  1.53it/s]
overall:  28%|██▊       | 1127/4000 [12:10<31:10,  1.54it/s]

train:  39%|███▉      | 1127/2893 [12:10<19:09,  1.54it/s]
overall:  28%|██▊       | 1128/4000 [12:11<31:14,  1.53it/s]

train:  39%|███▉      | 1128/2893 [12:11<19:12,  1.53it/s]
overall:  28%|██▊       | 1129/4000 [12:12<31:31,  1.52it/s]

train:  39%|███▉      | 1129/2893 [12:12<19:22,  1.52it/s]
overall:  28%|██▊       | 1130/4000 [12:12<31:30,  1.52it/s]

train:  39%|███▉      | 1130/2893 [12:12<19:21,  1.52it/s]
overall:  28%|██▊       | 1131/4000 [12:13<31:37,  1.51it/s]

train:  39%|███▉      | 1131/2893 [12:13<19:25,  1.51it/s]
overall:  28%|██▊       | 1132/4000 [12:14<31:27,  1.52it/s]

train:  39%|███▉      | 1132/2893 [12:14<19:18,  1.52it/s]
overall:  28%|██▊       | 1133/4000 [12:14<31:20,  1.52it/s]

train:  39%|███▉      | 1133/2893 [12:14<19:14,  1.52it/s]
overall:  28%|██▊       | 1134/4000 [12:15<31:24,  1.52it/s]

train:  39%|███▉      | 1134/2893 [12:15<19:16,  1.52it/s]
overall:  28%|██▊       | 1135/4000 [12:16<31:29,  1.52it/s]

train:  39%|███▉      | 1135/2893 [12:16<19:19,  1.52it/s]
overall:  28%|██▊       | 1136/4000 [12:16<31:32,  1.51it/s]

train:  39%|███▉      | 1136/2893 [12:16<19:21,  1.51it/s]
overall:  28%|██▊       | 1137/4000 [12:17<31:25,  1.52it/s]

train:  39%|███▉      | 1137/2893 [12:17<19:16,  1.52it/s]
overall:  28%|██▊       | 1138/4000 [12:18<31:27,  1.52it/s]

train:  39%|███▉      | 1138/2893 [12:18<19:17,  1.52it/s]
overall:  28%|██▊       | 1139/4000 [12:18<31:23,  1.52it/s]

train:  39%|███▉      | 1139/2893 [12:18<19:15,  1.52it/s]
overall:  28%|██▊       | 1140/4000 [12:19<31:19,  1.52it/s]

train:  39%|███▉      | 1140/2893 [12:19<19:12,  1.52it/s]
overall:  29%|██▊       | 1141/4000 [12:20<31:33,  1.51it/s]

train:  39%|███▉      | 1141/2893 [12:20<19:20,  1.51it/s]
overall:  29%|██▊       | 1142/4000 [12:20<31:28,  1.51it/s]

train:  39%|███▉      | 1142/2893 [12:20<19:16,  1.51it/s]
overall:  29%|██▊       | 1143/4000 [12:21<31:36,  1.51it/s]

train:  40%|███▉      | 1143/2893 [12:21<19:21,  1.51it/s]
overall:  29%|██▊       | 1144/4000 [12:22<31:24,  1.52it/s]

train:  40%|███▉      | 1144/2893 [12:22<19:14,  1.52it/s]
overall:  29%|██▊       | 1145/4000 [12:22<31:12,  1.52it/s]

train:  40%|███▉      | 1145/2893 [12:22<19:06,  1.52it/s]
overall:  29%|██▊       | 1146/4000 [12:23<31:05,  1.53it/s]

train:  40%|███▉      | 1146/2893 [12:23<19:02,  1.53it/s]
overall:  29%|██▊       | 1147/4000 [12:23<31:00,  1.53it/s]

train:  40%|███▉      | 1147/2893 [12:23<18:58,  1.53it/s]
overall:  29%|██▊       | 1148/4000 [12:24<31:10,  1.53it/s]

train:  40%|███▉      | 1148/2893 [12:24<19:04,  1.53it/s]
overall:  29%|██▊       | 1149/4000 [12:25<31:11,  1.52it/s]

train:  40%|███▉      | 1149/2893 [12:25<19:05,  1.52it/s]
overall:  29%|██▉       | 1150/4000 [12:25<31:05,  1.53it/s]

train:  40%|███▉      | 1150/2893 [12:25<19:00,  1.53it/s]
overall:  29%|██▉       | 1151/4000 [12:26<30:56,  1.53it/s]

train:  40%|███▉      | 1151/2893 [12:26<18:55,  1.53it/s]
overall:  29%|██▉       | 1152/4000 [12:27<30:58,  1.53it/s]

train:  40%|███▉      | 1152/2893 [12:27<18:56,  1.53it/s]
overall:  29%|██▉       | 1153/4000 [12:27<30:59,  1.53it/s]

train:  40%|███▉      | 1153/2893 [12:27<18:56,  1.53it/s]
overall:  29%|██▉       | 1154/4000 [12:28<31:02,  1.53it/s]

train:  40%|███▉      | 1154/2893 [12:28<18:58,  1.53it/s]
overall:  29%|██▉       | 1155/4000 [12:29<30:56,  1.53it/s]

train:  40%|███▉      | 1155/2893 [12:29<18:54,  1.53it/s]
overall:  29%|██▉       | 1156/4000 [12:29<30:54,  1.53it/s]

train:  40%|███▉      | 1156/2893 [12:29<18:52,  1.53it/s]
overall:  29%|██▉       | 1157/4000 [12:30<30:56,  1.53it/s]

train:  40%|███▉      | 1157/2893 [12:30<18:53,  1.53it/s]
overall:  29%|██▉       | 1158/4000 [12:31<30:51,  1.54it/s]

train:  40%|████      | 1158/2893 [12:31<18:50,  1.54it/s]
overall:  29%|██▉       | 1159/4000 [12:31<30:53,  1.53it/s]

train:  40%|████      | 1159/2893 [12:31<18:51,  1.53it/s]
overall:  29%|██▉       | 1160/4000 [12:32<30:50,  1.53it/s]

train:  40%|████      | 1160/2893 [12:32<18:49,  1.53it/s]
overall:  29%|██▉       | 1161/4000 [12:33<30:53,  1.53it/s]

train:  40%|████      | 1161/2893 [12:33<18:50,  1.53it/s]
overall:  29%|██▉       | 1162/4000 [12:33<30:44,  1.54it/s]

train:  40%|████      | 1162/2893 [12:33<18:45,  1.54it/s]
overall:  29%|██▉       | 1163/4000 [12:34<30:46,  1.54it/s]

train:  40%|████      | 1163/2893 [12:34<18:46,  1.54it/s]
overall:  29%|██▉       | 1164/4000 [12:35<30:43,  1.54it/s]

train:  40%|████      | 1164/2893 [12:35<18:44,  1.54it/s]
overall:  29%|██▉       | 1165/4000 [12:35<30:47,  1.53it/s]

train:  40%|████      | 1165/2893 [12:35<18:46,  1.53it/s]
overall:  29%|██▉       | 1166/4000 [12:36<30:45,  1.54it/s]

train:  40%|████      | 1166/2893 [12:36<18:44,  1.54it/s]
overall:  29%|██▉       | 1167/4000 [12:37<30:47,  1.53it/s]

train:  40%|████      | 1167/2893 [12:37<18:45,  1.53it/s]
overall:  29%|██▉       | 1168/4000 [12:37<30:42,  1.54it/s]

train:  40%|████      | 1168/2893 [12:37<18:42,  1.54it/s]
overall:  29%|██▉       | 1169/4000 [12:38<30:46,  1.53it/s]

train:  40%|████      | 1169/2893 [12:38<18:44,  1.53it/s]
overall:  29%|██▉       | 1170/4000 [12:38<30:47,  1.53it/s]

train:  40%|████      | 1170/2893 [12:38<18:44,  1.53it/s]
overall:  29%|██▉       | 1171/4000 [12:39<30:46,  1.53it/s]

train:  40%|████      | 1171/2893 [12:39<18:44,  1.53it/s]
overall:  29%|██▉       | 1172/4000 [12:40<30:41,  1.54it/s]

train:  41%|████      | 1172/2893 [12:40<18:40,  1.54it/s]
overall:  29%|██▉       | 1173/4000 [12:40<30:43,  1.53it/s]

train:  41%|████      | 1173/2893 [12:40<18:41,  1.53it/s]
overall:  29%|██▉       | 1174/4000 [12:41<30:35,  1.54it/s]

train:  41%|████      | 1174/2893 [12:41<18:36,  1.54it/s]
overall:  29%|██▉       | 1175/4000 [12:42<30:32,  1.54it/s]

train:  41%|████      | 1175/2893 [12:42<18:34,  1.54it/s]
overall:  29%|██▉       | 1176/4000 [12:42<30:41,  1.53it/s]

train:  41%|████      | 1176/2893 [12:42<18:39,  1.53it/s]
overall:  29%|██▉       | 1177/4000 [12:43<30:41,  1.53it/s]

train:  41%|████      | 1177/2893 [12:43<18:39,  1.53it/s]
overall:  29%|██▉       | 1178/4000 [12:44<30:39,  1.53it/s]

train:  41%|████      | 1178/2893 [12:44<18:38,  1.53it/s]
overall:  29%|██▉       | 1179/4000 [12:44<30:59,  1.52it/s]

train:  41%|████      | 1179/2893 [12:44<18:49,  1.52it/s]
overall:  30%|██▉       | 1180/4000 [12:45<30:50,  1.52it/s]

train:  41%|████      | 1180/2893 [12:45<18:44,  1.52it/s]
overall:  30%|██▉       | 1181/4000 [12:46<30:42,  1.53it/s]

train:  41%|████      | 1181/2893 [12:46<18:38,  1.53it/s]
overall:  30%|██▉       | 1182/4000 [12:46<30:48,  1.52it/s]

train:  41%|████      | 1182/2893 [12:46<18:42,  1.52it/s]
overall:  30%|██▉       | 1183/4000 [12:47<30:45,  1.53it/s]

train:  41%|████      | 1183/2893 [12:47<18:40,  1.53it/s]
overall:  30%|██▉       | 1184/4000 [12:48<30:50,  1.52it/s]

train:  41%|████      | 1184/2893 [12:48<18:42,  1.52it/s]
overall:  30%|██▉       | 1185/4000 [12:48<30:46,  1.52it/s]

train:  41%|████      | 1185/2893 [12:48<18:40,  1.52it/s]
overall:  30%|██▉       | 1186/4000 [12:49<30:53,  1.52it/s]

train:  41%|████      | 1186/2893 [12:49<18:44,  1.52it/s]
overall:  30%|██▉       | 1187/4000 [12:50<30:50,  1.52it/s]

train:  41%|████      | 1187/2893 [12:50<18:42,  1.52it/s]
overall:  30%|██▉       | 1188/4000 [12:50<30:47,  1.52it/s]

train:  41%|████      | 1188/2893 [12:50<18:40,  1.52it/s]
overall:  30%|██▉       | 1189/4000 [12:51<31:06,  1.51it/s]

train:  41%|████      | 1189/2893 [12:51<18:51,  1.51it/s]
overall:  30%|██▉       | 1190/4000 [12:52<31:09,  1.50it/s]

train:  41%|████      | 1190/2893 [12:52<18:53,  1.50it/s]
overall:  30%|██▉       | 1191/4000 [12:52<31:11,  1.50it/s]

train:  41%|████      | 1191/2893 [12:52<18:53,  1.50it/s]
overall:  30%|██▉       | 1192/4000 [12:53<31:13,  1.50it/s]

train:  41%|████      | 1192/2893 [12:53<18:54,  1.50it/s]
overall:  30%|██▉       | 1193/4000 [12:54<31:09,  1.50it/s]

train:  41%|████      | 1193/2893 [12:54<18:52,  1.50it/s]
overall:  30%|██▉       | 1194/4000 [12:54<31:14,  1.50it/s]

train:  41%|████▏     | 1194/2893 [12:54<18:54,  1.50it/s]
overall:  30%|██▉       | 1195/4000 [12:55<31:03,  1.50it/s]

train:  41%|████▏     | 1195/2893 [12:55<18:48,  1.50it/s]
overall:  30%|██▉       | 1196/4000 [12:56<31:06,  1.50it/s]

train:  41%|████▏     | 1196/2893 [12:56<18:49,  1.50it/s]
overall:  30%|██▉       | 1197/4000 [12:56<30:55,  1.51it/s]

train:  41%|████▏     | 1197/2893 [12:56<18:42,  1.51it/s]
overall:  30%|██▉       | 1198/4000 [12:57<30:47,  1.52it/s]

train:  41%|████▏     | 1198/2893 [12:57<18:37,  1.52it/s]
overall:  30%|██▉       | 1199/4000 [12:58<30:41,  1.52it/s]

train:  41%|████▏     | 1199/2893 [12:58<18:33,  1.52it/s]
overall:  30%|███       | 1200/4000 [12:58<30:38,  1.52it/s]

train:  41%|████▏     | 1200/2893 [12:58<18:32,  1.52it/s]
overall:  30%|███       | 1201/4000 [12:59<30:46,  1.52it/s]

train:  42%|████▏     | 1201/2893 [12:59<18:36,  1.52it/s]
overall:  30%|███       | 1202/4000 [13:00<30:41,  1.52it/s]

train:  42%|████▏     | 1202/2893 [13:00<18:32,  1.52it/s]
overall:  30%|███       | 1203/4000 [13:00<30:39,  1.52it/s]

train:  42%|████▏     | 1203/2893 [13:00<18:31,  1.52it/s]
overall:  30%|███       | 1204/4000 [13:01<30:44,  1.52it/s]

train:  42%|████▏     | 1204/2893 [13:01<18:33,  1.52it/s]
overall:  30%|███       | 1205/4000 [13:02<30:35,  1.52it/s]

train:  42%|████▏     | 1205/2893 [13:01<18:28,  1.52it/s]
overall:  30%|███       | 1206/4000 [13:02<30:34,  1.52it/s]

train:  42%|████▏     | 1206/2893 [13:02<18:27,  1.52it/s]
overall:  30%|███       | 1207/4000 [13:03<30:32,  1.52it/s]

train:  42%|████▏     | 1207/2893 [13:03<18:26,  1.52it/s]
overall:  30%|███       | 1208/4000 [13:03<30:33,  1.52it/s]

train:  42%|████▏     | 1208/2893 [13:03<18:26,  1.52it/s]
overall:  30%|███       | 1209/4000 [13:04<30:32,  1.52it/s]

train:  42%|████▏     | 1209/2893 [13:04<18:25,  1.52it/s]
overall:  30%|███       | 1210/4000 [13:05<30:34,  1.52it/s]

train:  42%|████▏     | 1210/2893 [13:05<18:26,  1.52it/s]
overall:  30%|███       | 1211/4000 [13:05<30:23,  1.53it/s]

train:  42%|████▏     | 1211/2893 [13:05<18:19,  1.53it/s]
overall:  30%|███       | 1212/4000 [13:06<30:26,  1.53it/s]

train:  42%|████▏     | 1212/2893 [13:06<18:21,  1.53it/s]
overall:  30%|███       | 1213/4000 [13:07<32:26,  1.43it/s]

train:  42%|████▏     | 1213/2893 [13:07<19:33,  1.43it/s]
overall:  30%|███       | 1214/4000 [13:08<31:41,  1.46it/s]

train:  42%|████▏     | 1214/2893 [13:08<19:06,  1.46it/s]
overall:  30%|███       | 1215/4000 [13:08<31:28,  1.47it/s]

train:  42%|████▏     | 1215/2893 [13:08<18:57,  1.47it/s]
overall:  30%|███       | 1216/4000 [13:09<31:20,  1.48it/s]

train:  42%|████▏     | 1216/2893 [13:09<18:52,  1.48it/s]
overall:  30%|███       | 1217/4000 [13:10<30:51,  1.50it/s]

train:  42%|████▏     | 1217/2893 [13:10<18:35,  1.50it/s]
overall:  30%|███       | 1218/4000 [13:10<30:54,  1.50it/s]

train:  42%|████▏     | 1218/2893 [13:10<18:36,  1.50it/s]
overall:  30%|███       | 1219/4000 [13:11<30:43,  1.51it/s]

train:  42%|████▏     | 1219/2893 [13:11<18:29,  1.51it/s]
overall:  30%|███       | 1220/4000 [13:12<30:40,  1.51it/s]

train:  42%|████▏     | 1220/2893 [13:11<18:27,  1.51it/s]
overall:  31%|███       | 1221/4000 [13:12<30:30,  1.52it/s]

train:  42%|████▏     | 1221/2893 [13:12<18:21,  1.52it/s]
overall:  31%|███       | 1222/4000 [13:13<30:23,  1.52it/s]

train:  42%|████▏     | 1222/2893 [13:13<18:16,  1.52it/s]
overall:  31%|███       | 1223/4000 [13:13<30:31,  1.52it/s]

train:  42%|████▏     | 1223/2893 [13:13<18:21,  1.52it/s]
overall:  31%|███       | 1224/4000 [13:14<30:21,  1.52it/s]

train:  42%|████▏     | 1224/2893 [13:14<18:14,  1.52it/s]
overall:  31%|███       | 1225/4000 [13:15<30:27,  1.52it/s]

train:  42%|████▏     | 1225/2893 [13:15<18:18,  1.52it/s]
overall:  31%|███       | 1226/4000 [13:15<30:19,  1.52it/s]

train:  42%|████▏     | 1226/2893 [13:15<18:13,  1.52it/s]
overall:  31%|███       | 1227/4000 [13:16<30:20,  1.52it/s]

train:  42%|████▏     | 1227/2893 [13:16<18:13,  1.52it/s]
overall:  31%|███       | 1228/4000 [13:17<30:07,  1.53it/s]

train:  42%|████▏     | 1228/2893 [13:17<18:05,  1.53it/s]
overall:  31%|███       | 1229/4000 [13:17<30:08,  1.53it/s]

train:  42%|████▏     | 1229/2893 [13:17<18:05,  1.53it/s]
overall:  31%|███       | 1230/4000 [13:18<30:08,  1.53it/s]

train:  43%|████▎     | 1230/2893 [13:18<18:05,  1.53it/s]
overall:  31%|███       | 1231/4000 [13:19<30:12,  1.53it/s]

train:  43%|████▎     | 1231/2893 [13:19<18:07,  1.53it/s]
overall:  31%|███       | 1232/4000 [13:19<30:08,  1.53it/s]

train:  43%|████▎     | 1232/2893 [13:19<18:05,  1.53it/s]
overall:  31%|███       | 1233/4000 [13:20<30:09,  1.53it/s]

train:  43%|████▎     | 1233/2893 [13:20<18:05,  1.53it/s]
overall:  31%|███       | 1234/4000 [13:21<30:05,  1.53it/s]

train:  43%|████▎     | 1234/2893 [13:21<18:02,  1.53it/s]
overall:  31%|███       | 1235/4000 [13:21<30:06,  1.53it/s]

train:  43%|████▎     | 1235/2893 [13:21<18:03,  1.53it/s]
overall:  31%|███       | 1236/4000 [13:22<30:04,  1.53it/s]

train:  43%|████▎     | 1236/2893 [13:22<18:01,  1.53it/s]
overall:  31%|███       | 1237/4000 [13:23<30:12,  1.52it/s]

train:  43%|████▎     | 1237/2893 [13:23<18:06,  1.52it/s]
overall:  31%|███       | 1238/4000 [13:23<30:15,  1.52it/s]

train:  43%|████▎     | 1238/2893 [13:23<18:07,  1.52it/s]
overall:  31%|███       | 1239/4000 [13:24<30:11,  1.52it/s]

train:  43%|████▎     | 1239/2893 [13:24<18:05,  1.52it/s]
overall:  31%|███       | 1240/4000 [13:25<30:13,  1.52it/s]

train:  43%|████▎     | 1240/2893 [13:25<18:06,  1.52it/s]
overall:  31%|███       | 1241/4000 [13:25<30:05,  1.53it/s]

train:  43%|████▎     | 1241/2893 [13:25<18:01,  1.53it/s]
overall:  31%|███       | 1242/4000 [13:26<30:03,  1.53it/s]

train:  43%|████▎     | 1242/2893 [13:26<17:59,  1.53it/s]
overall:  31%|███       | 1243/4000 [13:27<30:02,  1.53it/s]

train:  43%|████▎     | 1243/2893 [13:27<17:58,  1.53it/s]
overall:  31%|███       | 1244/4000 [13:27<29:58,  1.53it/s]

train:  43%|████▎     | 1244/2893 [13:27<17:55,  1.53it/s]
overall:  31%|███       | 1245/4000 [13:28<29:54,  1.54it/s]

train:  43%|████▎     | 1245/2893 [13:28<17:53,  1.54it/s]
overall:  31%|███       | 1246/4000 [13:28<29:53,  1.54it/s]

train:  43%|████▎     | 1246/2893 [13:28<17:52,  1.54it/s]
overall:  31%|███       | 1247/4000 [13:29<29:51,  1.54it/s]

train:  43%|████▎     | 1247/2893 [13:29<17:51,  1.54it/s]
overall:  31%|███       | 1248/4000 [13:30<29:49,  1.54it/s]

train:  43%|████▎     | 1248/2893 [13:30<17:49,  1.54it/s]
overall:  31%|███       | 1249/4000 [13:30<29:59,  1.53it/s]

train:  43%|████▎     | 1249/2893 [13:30<17:55,  1.53it/s]
overall:  31%|███▏      | 1250/4000 [13:31<29:55,  1.53it/s]

train:  43%|████▎     | 1250/2893 [13:31<17:52,  1.53it/s]
overall:  31%|███▏      | 1251/4000 [13:32<30:11,  1.52it/s]

train:  43%|████▎     | 1251/2893 [13:32<18:01,  1.52it/s]
overall:  31%|███▏      | 1252/4000 [13:32<30:05,  1.52it/s]

train:  43%|████▎     | 1252/2893 [13:32<17:58,  1.52it/s]
overall:  31%|███▏      | 1253/4000 [13:33<30:00,  1.53it/s]

train:  43%|████▎     | 1253/2893 [13:33<17:55,  1.53it/s]
overall:  31%|███▏      | 1254/4000 [13:34<29:52,  1.53it/s]

train:  43%|████▎     | 1254/2893 [13:34<17:49,  1.53it/s]
overall:  31%|███▏      | 1255/4000 [13:34<29:53,  1.53it/s]

train:  43%|████▎     | 1255/2893 [13:34<17:50,  1.53it/s]
overall:  31%|███▏      | 1256/4000 [13:35<29:51,  1.53it/s]

train:  43%|████▎     | 1256/2893 [13:35<17:48,  1.53it/s]
overall:  31%|███▏      | 1257/4000 [13:36<29:47,  1.53it/s]

train:  43%|████▎     | 1257/2893 [13:36<17:46,  1.53it/s]
overall:  31%|███▏      | 1258/4000 [13:36<29:42,  1.54it/s]

train:  43%|████▎     | 1258/2893 [13:36<17:42,  1.54it/s]
overall:  31%|███▏      | 1259/4000 [13:37<29:40,  1.54it/s]

train:  44%|████▎     | 1259/2893 [13:37<17:41,  1.54it/s]
overall:  32%|███▏      | 1260/4000 [13:38<29:40,  1.54it/s]

train:  44%|████▎     | 1260/2893 [13:38<17:40,  1.54it/s]
overall:  32%|███▏      | 1261/4000 [13:38<29:46,  1.53it/s]

train:  44%|████▎     | 1261/2893 [13:38<17:44,  1.53it/s]
overall:  32%|███▏      | 1262/4000 [13:39<30:02,  1.52it/s]

train:  44%|████▎     | 1262/2893 [13:39<17:53,  1.52it/s]
overall:  32%|███▏      | 1263/4000 [13:40<29:55,  1.52it/s]

train:  44%|████▎     | 1263/2893 [13:40<17:49,  1.52it/s]
overall:  32%|███▏      | 1264/4000 [13:40<29:48,  1.53it/s]

train:  44%|████▎     | 1264/2893 [13:40<17:44,  1.53it/s]
overall:  32%|███▏      | 1265/4000 [13:41<30:01,  1.52it/s]

train:  44%|████▎     | 1265/2893 [13:41<17:52,  1.52it/s]
overall:  32%|███▏      | 1266/4000 [13:42<29:54,  1.52it/s]

train:  44%|████▍     | 1266/2893 [13:42<17:47,  1.52it/s]
overall:  32%|███▏      | 1267/4000 [13:42<29:42,  1.53it/s]

train:  44%|████▍     | 1267/2893 [13:42<17:40,  1.53it/s]
overall:  32%|███▏      | 1268/4000 [13:43<29:43,  1.53it/s]

train:  44%|████▍     | 1268/2893 [13:43<17:40,  1.53it/s]
overall:  32%|███▏      | 1269/4000 [13:44<29:35,  1.54it/s]

train:  44%|████▍     | 1269/2893 [13:44<17:35,  1.54it/s]
overall:  32%|███▏      | 1270/4000 [13:44<29:33,  1.54it/s]

train:  44%|████▍     | 1270/2893 [13:44<17:34,  1.54it/s]
overall:  32%|███▏      | 1271/4000 [13:45<29:26,  1.54it/s]

train:  44%|████▍     | 1271/2893 [13:45<17:29,  1.54it/s]
overall:  32%|███▏      | 1272/4000 [13:45<29:39,  1.53it/s]

train:  44%|████▍     | 1272/2893 [13:45<17:37,  1.53it/s]
overall:  32%|███▏      | 1273/4000 [13:46<30:04,  1.51it/s]

train:  44%|████▍     | 1273/2893 [13:46<17:52,  1.51it/s]
overall:  32%|███▏      | 1274/4000 [13:47<29:50,  1.52it/s]

train:  44%|████▍     | 1274/2893 [13:47<17:43,  1.52it/s]
overall:  32%|███▏      | 1275/4000 [13:47<29:42,  1.53it/s]

train:  44%|████▍     | 1275/2893 [13:47<17:38,  1.53it/s]
overall:  32%|███▏      | 1276/4000 [13:48<29:39,  1.53it/s]

train:  44%|████▍     | 1276/2893 [13:48<17:36,  1.53it/s]
overall:  32%|███▏      | 1277/4000 [13:49<29:29,  1.54it/s]

train:  44%|████▍     | 1277/2893 [13:49<17:29,  1.54it/s]
overall:  32%|███▏      | 1278/4000 [13:49<29:35,  1.53it/s]

train:  44%|████▍     | 1278/2893 [13:49<17:33,  1.53it/s]
overall:  32%|███▏      | 1279/4000 [13:50<29:32,  1.54it/s]

train:  44%|████▍     | 1279/2893 [13:50<17:31,  1.54it/s]
overall:  32%|███▏      | 1280/4000 [13:51<29:31,  1.54it/s]

train:  44%|████▍     | 1280/2893 [13:51<17:30,  1.54it/s]
overall:  32%|███▏      | 1281/4000 [13:51<29:27,  1.54it/s]

train:  44%|████▍     | 1281/2893 [13:51<17:28,  1.54it/s]
overall:  32%|███▏      | 1282/4000 [13:52<29:23,  1.54it/s]

train:  44%|████▍     | 1282/2893 [13:52<17:25,  1.54it/s]
overall:  32%|███▏      | 1283/4000 [13:53<29:18,  1.54it/s]

train:  44%|████▍     | 1283/2893 [13:53<17:22,  1.54it/s]
overall:  32%|███▏      | 1284/4000 [13:53<29:16,  1.55it/s]

train:  44%|████▍     | 1284/2893 [13:53<17:20,  1.55it/s]
overall:  32%|███▏      | 1285/4000 [13:54<29:22,  1.54it/s]

train:  44%|████▍     | 1285/2893 [13:54<17:24,  1.54it/s]
overall:  32%|███▏      | 1286/4000 [13:55<29:20,  1.54it/s]

train:  44%|████▍     | 1286/2893 [13:55<17:22,  1.54it/s]
overall:  32%|███▏      | 1287/4000 [13:55<29:20,  1.54it/s]

train:  44%|████▍     | 1287/2893 [13:55<17:22,  1.54it/s]
overall:  32%|███▏      | 1288/4000 [13:56<29:33,  1.53it/s]

train:  45%|████▍     | 1288/2893 [13:56<17:29,  1.53it/s]
overall:  32%|███▏      | 1289/4000 [13:57<29:39,  1.52it/s]

train:  45%|████▍     | 1289/2893 [13:57<17:32,  1.52it/s]
overall:  32%|███▏      | 1290/4000 [13:57<29:43,  1.52it/s]

train:  45%|████▍     | 1290/2893 [13:57<17:34,  1.52it/s]
overall:  32%|███▏      | 1291/4000 [13:58<29:31,  1.53it/s]

train:  45%|████▍     | 1291/2893 [13:58<17:27,  1.53it/s]
overall:  32%|███▏      | 1292/4000 [13:59<29:31,  1.53it/s]

train:  45%|████▍     | 1292/2893 [13:59<17:27,  1.53it/s]
overall:  32%|███▏      | 1293/4000 [13:59<29:26,  1.53it/s]

train:  45%|████▍     | 1293/2893 [13:59<17:23,  1.53it/s]
overall:  32%|███▏      | 1294/4000 [14:00<29:18,  1.54it/s]

train:  45%|████▍     | 1294/2893 [14:00<17:18,  1.54it/s]
overall:  32%|███▏      | 1295/4000 [14:00<29:21,  1.54it/s]

train:  45%|████▍     | 1295/2893 [14:00<17:20,  1.54it/s]
overall:  32%|███▏      | 1296/4000 [14:01<29:18,  1.54it/s]

train:  45%|████▍     | 1296/2893 [14:01<17:18,  1.54it/s]
overall:  32%|███▏      | 1297/4000 [14:02<29:25,  1.53it/s]

train:  45%|████▍     | 1297/2893 [14:02<17:22,  1.53it/s]
overall:  32%|███▏      | 1298/4000 [14:02<29:18,  1.54it/s]

train:  45%|████▍     | 1298/2893 [14:02<17:18,  1.54it/s]
overall:  32%|███▏      | 1299/4000 [14:03<29:21,  1.53it/s]

train:  45%|████▍     | 1299/2893 [14:03<17:19,  1.53it/s]
overall:  32%|███▎      | 1300/4000 [14:04<29:16,  1.54it/s]

train:  45%|████▍     | 1300/2893 [14:04<17:16,  1.54it/s]
overall:  33%|███▎      | 1301/4000 [14:04<29:13,  1.54it/s]

train:  45%|████▍     | 1301/2893 [14:04<17:14,  1.54it/s]
overall:  33%|███▎      | 1302/4000 [14:05<29:15,  1.54it/s]

train:  45%|████▌     | 1302/2893 [14:05<17:15,  1.54it/s]
overall:  33%|███▎      | 1303/4000 [14:06<29:10,  1.54it/s]

train:  45%|████▌     | 1303/2893 [14:06<17:12,  1.54it/s]
overall:  33%|███▎      | 1304/4000 [14:06<29:10,  1.54it/s]

train:  45%|████▌     | 1304/2893 [14:06<17:11,  1.54it/s]
overall:  33%|███▎      | 1305/4000 [14:07<29:08,  1.54it/s]

train:  45%|████▌     | 1305/2893 [14:07<17:10,  1.54it/s]
overall:  33%|███▎      | 1306/4000 [14:08<29:05,  1.54it/s]

train:  45%|████▌     | 1306/2893 [14:08<17:08,  1.54it/s]
overall:  33%|███▎      | 1307/4000 [14:08<29:05,  1.54it/s]

train:  45%|████▌     | 1307/2893 [14:08<17:07,  1.54it/s]
overall:  33%|███▎      | 1308/4000 [14:09<29:01,  1.55it/s]

train:  45%|████▌     | 1308/2893 [14:09<17:05,  1.55it/s]
overall:  33%|███▎      | 1309/4000 [14:10<29:09,  1.54it/s]

train:  45%|████▌     | 1309/2893 [14:10<17:10,  1.54it/s]
overall:  33%|███▎      | 1310/4000 [14:10<29:08,  1.54it/s]

train:  45%|████▌     | 1310/2893 [14:10<17:08,  1.54it/s]
overall:  33%|███▎      | 1311/4000 [14:11<29:08,  1.54it/s]

train:  45%|████▌     | 1311/2893 [14:11<17:08,  1.54it/s]
overall:  33%|███▎      | 1312/4000 [14:12<29:07,  1.54it/s]

train:  45%|████▌     | 1312/2893 [14:12<17:07,  1.54it/s]
overall:  33%|███▎      | 1313/4000 [14:12<29:07,  1.54it/s]

train:  45%|████▌     | 1313/2893 [14:12<17:07,  1.54it/s]
overall:  33%|███▎      | 1314/4000 [14:13<29:06,  1.54it/s]

train:  45%|████▌     | 1314/2893 [14:13<17:06,  1.54it/s]
overall:  33%|███▎      | 1315/4000 [14:13<29:07,  1.54it/s]

train:  45%|████▌     | 1315/2893 [14:13<17:07,  1.54it/s]
overall:  33%|███▎      | 1316/4000 [14:14<29:08,  1.53it/s]

train:  45%|████▌     | 1316/2893 [14:14<17:07,  1.53it/s]
overall:  33%|███▎      | 1317/4000 [14:15<29:05,  1.54it/s]

train:  46%|████▌     | 1317/2893 [14:15<17:05,  1.54it/s]
overall:  33%|███▎      | 1318/4000 [14:15<29:04,  1.54it/s]

train:  46%|████▌     | 1318/2893 [14:15<17:04,  1.54it/s]
overall:  33%|███▎      | 1319/4000 [14:16<29:07,  1.53it/s]

train:  46%|████▌     | 1319/2893 [14:16<17:06,  1.53it/s]
overall:  33%|███▎      | 1320/4000 [14:17<29:11,  1.53it/s]

train:  46%|████▌     | 1320/2893 [14:17<17:08,  1.53it/s]
overall:  33%|███▎      | 1321/4000 [14:17<29:15,  1.53it/s]

train:  46%|████▌     | 1321/2893 [14:17<17:10,  1.53it/s]
overall:  33%|███▎      | 1322/4000 [14:18<29:08,  1.53it/s]

train:  46%|████▌     | 1322/2893 [14:18<17:05,  1.53it/s]
overall:  33%|███▎      | 1323/4000 [14:19<29:06,  1.53it/s]

train:  46%|████▌     | 1323/2893 [14:19<17:04,  1.53it/s]
overall:  33%|███▎      | 1324/4000 [14:19<28:59,  1.54it/s]

train:  46%|████▌     | 1324/2893 [14:19<16:59,  1.54it/s]
overall:  33%|███▎      | 1325/4000 [14:20<28:59,  1.54it/s]

train:  46%|████▌     | 1325/2893 [14:20<16:59,  1.54it/s]
overall:  33%|███▎      | 1326/4000 [14:21<28:57,  1.54it/s]

train:  46%|████▌     | 1326/2893 [14:21<16:58,  1.54it/s]
overall:  33%|███▎      | 1327/4000 [14:21<29:00,  1.54it/s]

train:  46%|████▌     | 1327/2893 [14:21<16:59,  1.54it/s]
overall:  33%|███▎      | 1328/4000 [14:22<28:59,  1.54it/s]

train:  46%|████▌     | 1328/2893 [14:22<16:58,  1.54it/s]
overall:  33%|███▎      | 1329/4000 [14:23<29:04,  1.53it/s]

train:  46%|████▌     | 1329/2893 [14:23<17:01,  1.53it/s]
overall:  33%|███▎      | 1330/4000 [14:23<29:07,  1.53it/s]

train:  46%|████▌     | 1330/2893 [14:23<17:03,  1.53it/s]
overall:  33%|███▎      | 1331/4000 [14:24<29:08,  1.53it/s]

train:  46%|████▌     | 1331/2893 [14:24<17:03,  1.53it/s]
overall:  33%|███▎      | 1332/4000 [14:25<29:03,  1.53it/s]

train:  46%|████▌     | 1332/2893 [14:25<17:00,  1.53it/s]
overall:  33%|███▎      | 1333/4000 [14:25<29:13,  1.52it/s]

train:  46%|████▌     | 1333/2893 [14:25<17:05,  1.52it/s]
overall:  33%|███▎      | 1334/4000 [14:26<29:11,  1.52it/s]

train:  46%|████▌     | 1334/2893 [14:26<17:04,  1.52it/s]
overall:  33%|███▎      | 1335/4000 [14:27<29:12,  1.52it/s]

train:  46%|████▌     | 1335/2893 [14:27<17:04,  1.52it/s]
overall:  33%|███▎      | 1336/4000 [14:27<29:04,  1.53it/s]

train:  46%|████▌     | 1336/2893 [14:27<16:59,  1.53it/s]
overall:  33%|███▎      | 1337/4000 [14:28<28:56,  1.53it/s]

train:  46%|████▌     | 1337/2893 [14:28<16:54,  1.53it/s]
overall:  33%|███▎      | 1338/4000 [14:28<28:55,  1.53it/s]

train:  46%|████▌     | 1338/2893 [14:28<16:53,  1.53it/s]
overall:  33%|███▎      | 1339/4000 [14:29<28:55,  1.53it/s]

train:  46%|████▋     | 1339/2893 [14:29<16:53,  1.53it/s]
overall:  34%|███▎      | 1340/4000 [14:30<28:56,  1.53it/s]

train:  46%|████▋     | 1340/2893 [14:30<16:53,  1.53it/s]
overall:  34%|███▎      | 1341/4000 [14:30<28:56,  1.53it/s]

train:  46%|████▋     | 1341/2893 [14:30<16:53,  1.53it/s]
overall:  34%|███▎      | 1342/4000 [14:31<28:53,  1.53it/s]

train:  46%|████▋     | 1342/2893 [14:31<16:51,  1.53it/s]
overall:  34%|███▎      | 1343/4000 [14:32<28:48,  1.54it/s]

train:  46%|████▋     | 1343/2893 [14:32<16:48,  1.54it/s]
overall:  34%|███▎      | 1344/4000 [14:32<28:52,  1.53it/s]

train:  46%|████▋     | 1344/2893 [14:32<16:50,  1.53it/s]
overall:  34%|███▎      | 1345/4000 [14:33<28:55,  1.53it/s]

train:  46%|████▋     | 1345/2893 [14:33<16:51,  1.53it/s]
overall:  34%|███▎      | 1346/4000 [14:34<28:55,  1.53it/s]

train:  47%|████▋     | 1346/2893 [14:34<16:51,  1.53it/s]
overall:  34%|███▎      | 1347/4000 [14:34<28:51,  1.53it/s]

train:  47%|████▋     | 1347/2893 [14:34<16:48,  1.53it/s]
overall:  34%|███▎      | 1348/4000 [14:35<28:49,  1.53it/s]

train:  47%|████▋     | 1348/2893 [14:35<16:47,  1.53it/s]
overall:  34%|███▎      | 1349/4000 [14:36<28:45,  1.54it/s]

train:  47%|████▋     | 1349/2893 [14:36<16:45,  1.54it/s]
overall:  34%|███▍      | 1350/4000 [14:36<28:43,  1.54it/s]

train:  47%|████▋     | 1350/2893 [14:36<16:43,  1.54it/s]
overall:  34%|███▍      | 1351/4000 [14:37<28:41,  1.54it/s]

train:  47%|████▋     | 1351/2893 [14:37<16:42,  1.54it/s]
overall:  34%|███▍      | 1352/4000 [14:38<28:46,  1.53it/s]

train:  47%|████▋     | 1352/2893 [14:38<16:44,  1.53it/s]
overall:  34%|███▍      | 1353/4000 [14:38<28:47,  1.53it/s]

train:  47%|████▋     | 1353/2893 [14:38<16:45,  1.53it/s]
overall:  34%|███▍      | 1354/4000 [14:39<28:41,  1.54it/s]

train:  47%|████▋     | 1354/2893 [14:39<16:41,  1.54it/s]
overall:  34%|███▍      | 1355/4000 [14:40<28:39,  1.54it/s]

train:  47%|████▋     | 1355/2893 [14:40<16:39,  1.54it/s]
overall:  34%|███▍      | 1356/4000 [14:40<28:48,  1.53it/s]

train:  47%|████▋     | 1356/2893 [14:40<16:44,  1.53it/s]
overall:  34%|███▍      | 1357/4000 [14:41<28:54,  1.52it/s]

train:  47%|████▋     | 1357/2893 [14:41<16:48,  1.52it/s]
overall:  34%|███▍      | 1358/4000 [14:42<28:51,  1.53it/s]

train:  47%|████▋     | 1358/2893 [14:42<16:45,  1.53it/s]
overall:  34%|███▍      | 1359/4000 [14:42<28:50,  1.53it/s]

train:  47%|████▋     | 1359/2893 [14:42<16:44,  1.53it/s]
overall:  34%|███▍      | 1360/4000 [14:43<28:48,  1.53it/s]

train:  47%|████▋     | 1360/2893 [14:43<16:43,  1.53it/s]
overall:  34%|███▍      | 1361/4000 [14:44<28:46,  1.53it/s]

train:  47%|████▋     | 1361/2893 [14:44<16:42,  1.53it/s]
overall:  34%|███▍      | 1362/4000 [14:44<28:50,  1.52it/s]

train:  47%|████▋     | 1362/2893 [14:44<16:44,  1.52it/s]
overall:  34%|███▍      | 1363/4000 [14:45<28:50,  1.52it/s]

train:  47%|████▋     | 1363/2893 [14:45<16:44,  1.52it/s]
overall:  34%|███▍      | 1364/4000 [14:45<28:43,  1.53it/s]

train:  47%|████▋     | 1364/2893 [14:45<16:39,  1.53it/s]
overall:  34%|███▍      | 1365/4000 [14:46<28:44,  1.53it/s]

train:  47%|████▋     | 1365/2893 [14:46<16:39,  1.53it/s]
overall:  34%|███▍      | 1366/4000 [14:47<28:46,  1.53it/s]

train:  47%|████▋     | 1366/2893 [14:47<16:41,  1.53it/s]
overall:  34%|███▍      | 1367/4000 [14:47<28:45,  1.53it/s]

train:  47%|████▋     | 1367/2893 [14:47<16:39,  1.53it/s]
overall:  34%|███▍      | 1368/4000 [14:48<28:45,  1.53it/s]

train:  47%|████▋     | 1368/2893 [14:48<16:39,  1.53it/s]
overall:  34%|███▍      | 1369/4000 [14:49<28:50,  1.52it/s]

train:  47%|████▋     | 1369/2893 [14:49<16:42,  1.52it/s]
overall:  34%|███▍      | 1370/4000 [14:49<28:45,  1.52it/s]

train:  47%|████▋     | 1370/2893 [14:49<16:39,  1.52it/s]
overall:  34%|███▍      | 1371/4000 [14:50<28:47,  1.52it/s]

train:  47%|████▋     | 1371/2893 [14:50<16:40,  1.52it/s]
overall:  34%|███▍      | 1372/4000 [14:51<28:47,  1.52it/s]

train:  47%|████▋     | 1372/2893 [14:51<16:39,  1.52it/s]
overall:  34%|███▍      | 1373/4000 [14:51<28:39,  1.53it/s]

train:  47%|████▋     | 1373/2893 [14:51<16:34,  1.53it/s]
overall:  34%|███▍      | 1374/4000 [14:52<28:34,  1.53it/s]

train:  47%|████▋     | 1374/2893 [14:52<16:31,  1.53it/s]
overall:  34%|███▍      | 1375/4000 [14:53<28:28,  1.54it/s]

train:  48%|████▊     | 1375/2893 [14:53<16:28,  1.54it/s]
overall:  34%|███▍      | 1376/4000 [14:53<28:25,  1.54it/s]

train:  48%|████▊     | 1376/2893 [14:53<16:25,  1.54it/s]
overall:  34%|███▍      | 1377/4000 [14:54<28:26,  1.54it/s]

train:  48%|████▊     | 1377/2893 [14:54<16:26,  1.54it/s]
overall:  34%|███▍      | 1378/4000 [14:55<28:25,  1.54it/s]

train:  48%|████▊     | 1378/2893 [14:55<16:25,  1.54it/s]
overall:  34%|███▍      | 1379/4000 [14:55<28:27,  1.53it/s]

train:  48%|████▊     | 1379/2893 [14:55<16:26,  1.53it/s]
overall:  34%|███▍      | 1380/4000 [14:56<28:23,  1.54it/s]

train:  48%|████▊     | 1380/2893 [14:56<16:23,  1.54it/s]
overall:  35%|███▍      | 1381/4000 [14:57<28:33,  1.53it/s]

train:  48%|████▊     | 1381/2893 [14:57<16:29,  1.53it/s]
overall:  35%|███▍      | 1382/4000 [14:57<28:31,  1.53it/s]

train:  48%|████▊     | 1382/2893 [14:57<16:28,  1.53it/s]
overall:  35%|███▍      | 1383/4000 [14:58<28:27,  1.53it/s]

train:  48%|████▊     | 1383/2893 [14:58<16:25,  1.53it/s]
overall:  35%|███▍      | 1384/4000 [14:59<28:27,  1.53it/s]

train:  48%|████▊     | 1384/2893 [14:59<16:24,  1.53it/s]
overall:  35%|███▍      | 1385/4000 [14:59<28:21,  1.54it/s]

train:  48%|████▊     | 1385/2893 [14:59<16:21,  1.54it/s]
overall:  35%|███▍      | 1386/4000 [15:00<28:22,  1.54it/s]

train:  48%|████▊     | 1386/2893 [15:00<16:21,  1.54it/s]
overall:  35%|███▍      | 1387/4000 [15:00<28:18,  1.54it/s]

train:  48%|████▊     | 1387/2893 [15:00<16:19,  1.54it/s]
overall:  35%|███▍      | 1388/4000 [15:01<28:18,  1.54it/s]

train:  48%|████▊     | 1388/2893 [15:01<16:18,  1.54it/s]
overall:  35%|███▍      | 1389/4000 [15:02<28:20,  1.54it/s]

train:  48%|████▊     | 1389/2893 [15:02<16:19,  1.54it/s]
overall:  35%|███▍      | 1390/4000 [15:02<28:22,  1.53it/s]

train:  48%|████▊     | 1390/2893 [15:02<16:20,  1.53it/s]
overall:  35%|███▍      | 1391/4000 [15:03<28:20,  1.53it/s]

train:  48%|████▊     | 1391/2893 [15:03<16:18,  1.53it/s]
overall:  35%|███▍      | 1392/4000 [15:04<28:22,  1.53it/s]

train:  48%|████▊     | 1392/2893 [15:04<16:19,  1.53it/s]
overall:  35%|███▍      | 1393/4000 [15:04<28:28,  1.53it/s]

train:  48%|████▊     | 1393/2893 [15:04<16:23,  1.53it/s]
overall:  35%|███▍      | 1394/4000 [15:05<28:30,  1.52it/s]

train:  48%|████▊     | 1394/2893 [15:05<16:23,  1.52it/s]
overall:  35%|███▍      | 1395/4000 [15:06<28:34,  1.52it/s]

train:  48%|████▊     | 1395/2893 [15:06<16:25,  1.52it/s]
overall:  35%|███▍      | 1396/4000 [15:06<28:23,  1.53it/s]

train:  48%|████▊     | 1396/2893 [15:06<16:19,  1.53it/s]
overall:  35%|███▍      | 1397/4000 [15:07<28:19,  1.53it/s]

train:  48%|████▊     | 1397/2893 [15:07<16:16,  1.53it/s]
overall:  35%|███▍      | 1398/4000 [15:08<28:14,  1.54it/s]

train:  48%|████▊     | 1398/2893 [15:08<16:13,  1.54it/s]
overall:  35%|███▍      | 1399/4000 [15:08<28:17,  1.53it/s]

train:  48%|████▊     | 1399/2893 [15:08<16:14,  1.53it/s]
overall:  35%|███▌      | 1400/4000 [15:09<28:19,  1.53it/s]

train:  48%|████▊     | 1400/2893 [15:09<16:16,  1.53it/s]
overall:  35%|███▌      | 1401/4000 [15:10<28:11,  1.54it/s]

train:  48%|████▊     | 1401/2893 [15:10<16:10,  1.54it/s]
overall:  35%|███▌      | 1402/4000 [15:10<28:09,  1.54it/s]

train:  48%|████▊     | 1402/2893 [15:10<16:09,  1.54it/s]
overall:  35%|███▌      | 1403/4000 [15:11<28:05,  1.54it/s]

train:  48%|████▊     | 1403/2893 [15:11<16:07,  1.54it/s]
overall:  35%|███▌      | 1404/4000 [15:12<28:06,  1.54it/s]

train:  49%|████▊     | 1404/2893 [15:12<16:07,  1.54it/s]
overall:  35%|███▌      | 1405/4000 [15:12<28:14,  1.53it/s]

train:  49%|████▊     | 1405/2893 [15:12<16:11,  1.53it/s]
overall:  35%|███▌      | 1406/4000 [15:13<28:08,  1.54it/s]

train:  49%|████▊     | 1406/2893 [15:13<16:07,  1.54it/s]
overall:  35%|███▌      | 1407/4000 [15:14<28:09,  1.53it/s]

train:  49%|████▊     | 1407/2893 [15:14<16:08,  1.53it/s]
overall:  35%|███▌      | 1408/4000 [15:14<28:08,  1.54it/s]

train:  49%|████▊     | 1408/2893 [15:14<16:07,  1.54it/s]
overall:  35%|███▌      | 1409/4000 [15:15<28:07,  1.54it/s]

train:  49%|████▊     | 1409/2893 [15:15<16:06,  1.54it/s]
overall:  35%|███▌      | 1410/4000 [15:15<28:02,  1.54it/s]

train:  49%|████▊     | 1410/2893 [15:15<16:03,  1.54it/s]
overall:  35%|███▌      | 1411/4000 [15:16<28:02,  1.54it/s]

train:  49%|████▉     | 1411/2893 [15:16<16:03,  1.54it/s]
overall:  35%|███▌      | 1412/4000 [15:17<28:02,  1.54it/s]

train:  49%|████▉     | 1412/2893 [15:17<16:02,  1.54it/s]
overall:  35%|███▌      | 1413/4000 [15:17<28:00,  1.54it/s]

train:  49%|████▉     | 1413/2893 [15:17<16:01,  1.54it/s]
overall:  35%|███▌      | 1414/4000 [15:18<27:59,  1.54it/s]

train:  49%|████▉     | 1414/2893 [15:18<16:00,  1.54it/s]
overall:  35%|███▌      | 1415/4000 [15:19<28:00,  1.54it/s]

train:  49%|████▉     | 1415/2893 [15:19<16:00,  1.54it/s]
overall:  35%|███▌      | 1416/4000 [15:19<27:58,  1.54it/s]

train:  49%|████▉     | 1416/2893 [15:19<15:59,  1.54it/s]
overall:  35%|███▌      | 1417/4000 [15:20<28:05,  1.53it/s]

train:  49%|████▉     | 1417/2893 [15:20<16:02,  1.53it/s]
overall:  35%|███▌      | 1418/4000 [15:21<28:00,  1.54it/s]

train:  49%|████▉     | 1418/2893 [15:21<15:59,  1.54it/s]
overall:  35%|███▌      | 1419/4000 [15:21<28:01,  1.53it/s]

train:  49%|████▉     | 1419/2893 [15:21<16:00,  1.53it/s]
overall:  36%|███▌      | 1420/4000 [15:22<27:59,  1.54it/s]

train:  49%|████▉     | 1420/2893 [15:22<15:58,  1.54it/s]
overall:  36%|███▌      | 1421/4000 [15:23<27:58,  1.54it/s]

train:  49%|████▉     | 1421/2893 [15:23<15:57,  1.54it/s]
overall:  36%|███▌      | 1422/4000 [15:23<27:55,  1.54it/s]

train:  49%|████▉     | 1422/2893 [15:23<15:56,  1.54it/s]
overall:  36%|███▌      | 1423/4000 [15:24<27:59,  1.53it/s]

train:  49%|████▉     | 1423/2893 [15:24<15:57,  1.53it/s]
overall:  36%|███▌      | 1424/4000 [15:25<28:00,  1.53it/s]

train:  49%|████▉     | 1424/2893 [15:25<15:58,  1.53it/s]
overall:  36%|███▌      | 1425/4000 [15:25<28:01,  1.53it/s]

train:  49%|████▉     | 1425/2893 [15:25<15:58,  1.53it/s]
overall:  36%|███▌      | 1426/4000 [15:26<28:00,  1.53it/s]

train:  49%|████▉     | 1426/2893 [15:26<15:57,  1.53it/s]
overall:  36%|███▌      | 1427/4000 [15:27<27:56,  1.53it/s]

train:  49%|████▉     | 1427/2893 [15:27<15:55,  1.53it/s]
overall:  36%|███▌      | 1428/4000 [15:27<27:55,  1.54it/s]

train:  49%|████▉     | 1428/2893 [15:27<15:54,  1.54it/s]
overall:  36%|███▌      | 1429/4000 [15:28<28:05,  1.53it/s]

train:  49%|████▉     | 1429/2893 [15:28<15:59,  1.53it/s]
overall:  36%|███▌      | 1430/4000 [15:29<27:58,  1.53it/s]

train:  49%|████▉     | 1430/2893 [15:29<15:55,  1.53it/s]
overall:  36%|███▌      | 1431/4000 [15:29<27:58,  1.53it/s]

train:  49%|████▉     | 1431/2893 [15:29<15:55,  1.53it/s]
overall:  36%|███▌      | 1432/4000 [15:30<27:54,  1.53it/s]

train:  49%|████▉     | 1432/2893 [15:30<15:52,  1.53it/s]
overall:  36%|███▌      | 1433/4000 [15:30<27:55,  1.53it/s]

train:  50%|████▉     | 1433/2893 [15:30<15:53,  1.53it/s]
overall:  36%|███▌      | 1434/4000 [15:31<27:52,  1.53it/s]

train:  50%|████▉     | 1434/2893 [15:31<15:51,  1.53it/s]
overall:  36%|███▌      | 1435/4000 [15:32<27:47,  1.54it/s]

train:  50%|████▉     | 1435/2893 [15:32<15:48,  1.54it/s]
overall:  36%|███▌      | 1436/4000 [15:32<27:45,  1.54it/s]

train:  50%|████▉     | 1436/2893 [15:32<15:46,  1.54it/s]
overall:  36%|███▌      | 1437/4000 [15:33<27:44,  1.54it/s]

train:  50%|████▉     | 1437/2893 [15:33<15:45,  1.54it/s]
overall:  36%|███▌      | 1438/4000 [15:34<27:43,  1.54it/s]

train:  50%|████▉     | 1438/2893 [15:34<15:44,  1.54it/s]
overall:  36%|███▌      | 1439/4000 [15:34<27:43,  1.54it/s]

train:  50%|████▉     | 1439/2893 [15:34<15:44,  1.54it/s]
overall:  36%|███▌      | 1440/4000 [15:35<27:51,  1.53it/s]

train:  50%|████▉     | 1440/2893 [15:35<15:48,  1.53it/s]
overall:  36%|███▌      | 1441/4000 [15:36<27:59,  1.52it/s]

train:  50%|████▉     | 1441/2893 [15:36<15:53,  1.52it/s]
overall:  36%|███▌      | 1442/4000 [15:36<27:50,  1.53it/s]

train:  50%|████▉     | 1442/2893 [15:36<15:47,  1.53it/s]
overall:  36%|███▌      | 1443/4000 [15:37<27:51,  1.53it/s]

train:  50%|████▉     | 1443/2893 [15:37<15:47,  1.53it/s]
overall:  36%|███▌      | 1444/4000 [15:38<27:47,  1.53it/s]

train:  50%|████▉     | 1444/2893 [15:38<15:45,  1.53it/s]
overall:  36%|███▌      | 1445/4000 [15:38<27:42,  1.54it/s]

train:  50%|████▉     | 1445/2893 [15:38<15:42,  1.54it/s]
overall:  36%|███▌      | 1446/4000 [15:39<27:40,  1.54it/s]

train:  50%|████▉     | 1446/2893 [15:39<15:40,  1.54it/s]
overall:  36%|███▌      | 1447/4000 [15:40<27:38,  1.54it/s]

train:  50%|█████     | 1447/2893 [15:40<15:39,  1.54it/s]
overall:  36%|███▌      | 1448/4000 [15:40<27:35,  1.54it/s]

train:  50%|█████     | 1448/2893 [15:40<15:37,  1.54it/s]
overall:  36%|███▌      | 1449/4000 [15:41<27:34,  1.54it/s]

train:  50%|█████     | 1449/2893 [15:41<15:36,  1.54it/s]
overall:  36%|███▋      | 1450/4000 [15:42<27:35,  1.54it/s]

train:  50%|█████     | 1450/2893 [15:42<15:36,  1.54it/s]
overall:  36%|███▋      | 1451/4000 [15:42<27:34,  1.54it/s]

train:  50%|█████     | 1451/2893 [15:42<15:35,  1.54it/s]
overall:  36%|███▋      | 1452/4000 [15:43<27:38,  1.54it/s]

train:  50%|█████     | 1452/2893 [15:43<15:37,  1.54it/s]
overall:  36%|███▋      | 1453/4000 [15:44<29:34,  1.44it/s]

train:  50%|█████     | 1453/2893 [15:44<16:43,  1.44it/s]
overall:  36%|███▋      | 1454/4000 [15:44<29:07,  1.46it/s]

train:  50%|█████     | 1454/2893 [15:44<16:27,  1.46it/s]
overall:  36%|███▋      | 1455/4000 [15:45<28:57,  1.46it/s]

train:  50%|█████     | 1455/2893 [15:45<16:21,  1.46it/s]
overall:  36%|███▋      | 1456/4000 [15:46<28:44,  1.48it/s]

train:  50%|█████     | 1456/2893 [15:46<16:13,  1.48it/s]
overall:  36%|███▋      | 1457/4000 [15:46<28:32,  1.49it/s]

train:  50%|█████     | 1457/2893 [15:46<16:06,  1.49it/s]
overall:  36%|███▋      | 1458/4000 [15:47<28:21,  1.49it/s]

train:  50%|█████     | 1458/2893 [15:47<16:00,  1.49it/s]
overall:  36%|███▋      | 1459/4000 [15:48<28:01,  1.51it/s]

train:  50%|█████     | 1459/2893 [15:48<15:49,  1.51it/s]
overall:  36%|███▋      | 1460/4000 [15:48<27:56,  1.51it/s]

train:  50%|█████     | 1460/2893 [15:48<15:46,  1.51it/s]
overall:  37%|███▋      | 1461/4000 [15:49<27:55,  1.52it/s]

train:  51%|█████     | 1461/2893 [15:49<15:44,  1.52it/s]
overall:  37%|███▋      | 1462/4000 [15:50<27:50,  1.52it/s]

train:  51%|█████     | 1462/2893 [15:50<15:41,  1.52it/s]
overall:  37%|███▋      | 1463/4000 [15:50<27:57,  1.51it/s]

train:  51%|█████     | 1463/2893 [15:50<15:45,  1.51it/s]
overall:  37%|███▋      | 1464/4000 [15:51<27:48,  1.52it/s]

train:  51%|█████     | 1464/2893 [15:51<15:40,  1.52it/s]
overall:  37%|███▋      | 1465/4000 [15:52<27:53,  1.51it/s]

train:  51%|█████     | 1465/2893 [15:52<15:42,  1.51it/s]
overall:  37%|███▋      | 1466/4000 [15:52<27:49,  1.52it/s]

train:  51%|█████     | 1466/2893 [15:52<15:40,  1.52it/s]
overall:  37%|███▋      | 1467/4000 [15:53<27:47,  1.52it/s]

train:  51%|█████     | 1467/2893 [15:53<15:38,  1.52it/s]
overall:  37%|███▋      | 1468/4000 [15:54<27:44,  1.52it/s]

train:  51%|█████     | 1468/2893 [15:54<15:36,  1.52it/s]
overall:  37%|███▋      | 1469/4000 [15:54<27:38,  1.53it/s]

train:  51%|█████     | 1469/2893 [15:54<15:33,  1.53it/s]
overall:  37%|███▋      | 1470/4000 [15:55<27:55,  1.51it/s]

train:  51%|█████     | 1470/2893 [15:55<15:42,  1.51it/s]
overall:  37%|███▋      | 1471/4000 [15:56<27:52,  1.51it/s]

train:  51%|█████     | 1471/2893 [15:56<15:40,  1.51it/s]
overall:  37%|███▋      | 1472/4000 [15:56<27:44,  1.52it/s]

train:  51%|█████     | 1472/2893 [15:56<15:35,  1.52it/s]
overall:  37%|███▋      | 1473/4000 [15:57<27:42,  1.52it/s]

train:  51%|█████     | 1473/2893 [15:57<15:33,  1.52it/s]
overall:  37%|███▋      | 1474/4000 [15:57<27:34,  1.53it/s]

train:  51%|█████     | 1474/2893 [15:57<15:29,  1.53it/s]
overall:  37%|███▋      | 1475/4000 [15:58<27:35,  1.53it/s]

train:  51%|█████     | 1475/2893 [15:58<15:29,  1.53it/s]
overall:  37%|███▋      | 1476/4000 [15:59<27:37,  1.52it/s]

train:  51%|█████     | 1476/2893 [15:59<15:30,  1.52it/s]
overall:  37%|███▋      | 1477/4000 [15:59<27:37,  1.52it/s]

train:  51%|█████     | 1477/2893 [15:59<15:30,  1.52it/s]
overall:  37%|███▋      | 1478/4000 [16:00<27:33,  1.53it/s]

train:  51%|█████     | 1478/2893 [16:00<15:27,  1.53it/s]
overall:  37%|███▋      | 1479/4000 [16:01<27:31,  1.53it/s]

train:  51%|█████     | 1479/2893 [16:01<15:26,  1.53it/s]
overall:  37%|███▋      | 1480/4000 [16:01<27:30,  1.53it/s]

train:  51%|█████     | 1480/2893 [16:01<15:25,  1.53it/s]
overall:  37%|███▋      | 1481/4000 [16:02<27:23,  1.53it/s]

train:  51%|█████     | 1481/2893 [16:02<15:21,  1.53it/s]
overall:  37%|███▋      | 1482/4000 [16:03<27:18,  1.54it/s]

train:  51%|█████     | 1482/2893 [16:03<15:18,  1.54it/s]
overall:  37%|███▋      | 1483/4000 [16:03<27:17,  1.54it/s]

train:  51%|█████▏    | 1483/2893 [16:03<15:17,  1.54it/s]
overall:  37%|███▋      | 1484/4000 [16:04<27:17,  1.54it/s]

train:  51%|█████▏    | 1484/2893 [16:04<15:16,  1.54it/s]
overall:  37%|███▋      | 1485/4000 [16:05<27:14,  1.54it/s]

train:  51%|█████▏    | 1485/2893 [16:05<15:15,  1.54it/s]
overall:  37%|███▋      | 1486/4000 [16:05<27:14,  1.54it/s]

train:  51%|█████▏    | 1486/2893 [16:05<15:14,  1.54it/s]
overall:  37%|███▋      | 1487/4000 [16:06<27:10,  1.54it/s]

train:  51%|█████▏    | 1487/2893 [16:06<15:12,  1.54it/s]
overall:  37%|███▋      | 1488/4000 [16:07<27:12,  1.54it/s]

train:  51%|█████▏    | 1488/2893 [16:07<15:12,  1.54it/s]
overall:  37%|███▋      | 1489/4000 [16:07<27:18,  1.53it/s]

train:  51%|█████▏    | 1489/2893 [16:07<15:15,  1.53it/s]
overall:  37%|███▋      | 1490/4000 [16:08<27:20,  1.53it/s]

train:  52%|█████▏    | 1490/2893 [16:08<15:16,  1.53it/s]
overall:  37%|███▋      | 1491/4000 [16:09<27:17,  1.53it/s]

train:  52%|█████▏    | 1491/2893 [16:09<15:14,  1.53it/s]
overall:  37%|███▋      | 1492/4000 [16:09<27:30,  1.52it/s]

train:  52%|█████▏    | 1492/2893 [16:09<15:21,  1.52it/s]
overall:  37%|███▋      | 1493/4000 [16:10<27:23,  1.53it/s]

train:  52%|█████▏    | 1493/2893 [16:10<15:17,  1.53it/s]
overall:  37%|███▋      | 1494/4000 [16:11<27:15,  1.53it/s]

train:  52%|█████▏    | 1494/2893 [16:11<15:12,  1.53it/s]
overall:  37%|███▋      | 1495/4000 [16:11<27:09,  1.54it/s]

train:  52%|█████▏    | 1495/2893 [16:11<15:09,  1.54it/s]
overall:  37%|███▋      | 1496/4000 [16:12<27:07,  1.54it/s]

train:  52%|█████▏    | 1496/2893 [16:12<15:08,  1.54it/s]
overall:  37%|███▋      | 1497/4000 [16:12<27:07,  1.54it/s]

train:  52%|█████▏    | 1497/2893 [16:12<15:07,  1.54it/s]
overall:  37%|███▋      | 1498/4000 [16:13<27:02,  1.54it/s]

train:  52%|█████▏    | 1498/2893 [16:13<15:04,  1.54it/s]
overall:  37%|███▋      | 1499/4000 [16:14<27:01,  1.54it/s]

train:  52%|█████▏    | 1499/2893 [16:14<15:03,  1.54it/s]
overall:  38%|███▊      | 1500/4000 [16:14<27:01,  1.54it/s]

train:  52%|█████▏    | 1500/2893 [16:14<15:03,  1.54it/s]
overall:  38%|███▊      | 1501/4000 [16:15<27:17,  1.53it/s]

train:  52%|█████▏    | 1501/2893 [16:15<15:12,  1.53it/s]
overall:  38%|███▊      | 1502/4000 [16:16<27:15,  1.53it/s]

train:  52%|█████▏    | 1502/2893 [16:16<15:10,  1.53it/s]
overall:  38%|███▊      | 1503/4000 [16:16<27:13,  1.53it/s]

train:  52%|█████▏    | 1503/2893 [16:16<15:09,  1.53it/s]
overall:  38%|███▊      | 1504/4000 [16:17<27:10,  1.53it/s]

train:  52%|█████▏    | 1504/2893 [16:17<15:07,  1.53it/s]
overall:  38%|███▊      | 1505/4000 [16:18<27:07,  1.53it/s]

train:  52%|█████▏    | 1505/2893 [16:18<15:05,  1.53it/s]
overall:  38%|███▊      | 1506/4000 [16:18<27:05,  1.53it/s]

train:  52%|█████▏    | 1506/2893 [16:18<15:03,  1.53it/s]
overall:  38%|███▊      | 1507/4000 [16:19<27:12,  1.53it/s]

train:  52%|█████▏    | 1507/2893 [16:19<15:07,  1.53it/s]
overall:  38%|███▊      | 1508/4000 [16:20<27:09,  1.53it/s]

train:  52%|█████▏    | 1508/2893 [16:20<15:05,  1.53it/s]
overall:  38%|███▊      | 1509/4000 [16:20<27:07,  1.53it/s]

train:  52%|█████▏    | 1509/2893 [16:20<15:04,  1.53it/s]
overall:  38%|███▊      | 1510/4000 [16:21<27:01,  1.54it/s]

train:  52%|█████▏    | 1510/2893 [16:21<15:00,  1.54it/s]
overall:  38%|███▊      | 1511/4000 [16:22<26:59,  1.54it/s]

train:  52%|█████▏    | 1511/2893 [16:22<14:58,  1.54it/s]
overall:  38%|███▊      | 1512/4000 [16:22<26:59,  1.54it/s]

train:  52%|█████▏    | 1512/2893 [16:22<14:58,  1.54it/s]
overall:  38%|███▊      | 1513/4000 [16:23<27:03,  1.53it/s]

train:  52%|█████▏    | 1513/2893 [16:23<15:00,  1.53it/s]
overall:  38%|███▊      | 1514/4000 [16:24<27:03,  1.53it/s]

train:  52%|█████▏    | 1514/2893 [16:24<15:00,  1.53it/s]
overall:  38%|███▊      | 1515/4000 [16:24<27:03,  1.53it/s]

train:  52%|█████▏    | 1515/2893 [16:24<15:00,  1.53it/s]
overall:  38%|███▊      | 1516/4000 [16:25<26:59,  1.53it/s]

train:  52%|█████▏    | 1516/2893 [16:25<14:57,  1.53it/s]
overall:  38%|███▊      | 1517/4000 [16:26<26:54,  1.54it/s]

train:  52%|█████▏    | 1517/2893 [16:26<14:54,  1.54it/s]
overall:  38%|███▊      | 1518/4000 [16:26<27:04,  1.53it/s]

train:  52%|█████▏    | 1518/2893 [16:26<15:00,  1.53it/s]
overall:  38%|███▊      | 1519/4000 [16:27<27:00,  1.53it/s]

train:  53%|█████▎    | 1519/2893 [16:27<14:57,  1.53it/s]
overall:  38%|███▊      | 1520/4000 [16:28<27:11,  1.52it/s]

train:  53%|█████▎    | 1520/2893 [16:28<15:02,  1.52it/s]
overall:  38%|███▊      | 1521/4000 [16:28<27:09,  1.52it/s]

train:  53%|█████▎    | 1521/2893 [16:28<15:01,  1.52it/s]
overall:  38%|███▊      | 1522/4000 [16:29<26:59,  1.53it/s]

train:  53%|█████▎    | 1522/2893 [16:29<14:55,  1.53it/s]
overall:  38%|███▊      | 1523/4000 [16:29<26:55,  1.53it/s]

train:  53%|█████▎    | 1523/2893 [16:29<14:53,  1.53it/s]
overall:  38%|███▊      | 1524/4000 [16:30<26:51,  1.54it/s]

train:  53%|█████▎    | 1524/2893 [16:30<14:50,  1.54it/s]
overall:  38%|███▊      | 1525/4000 [16:31<26:59,  1.53it/s]

train:  53%|█████▎    | 1525/2893 [16:31<14:55,  1.53it/s]
overall:  38%|███▊      | 1526/4000 [16:31<26:56,  1.53it/s]

train:  53%|█████▎    | 1526/2893 [16:31<14:53,  1.53it/s]
overall:  38%|███▊      | 1527/4000 [16:32<26:54,  1.53it/s]

train:  53%|█████▎    | 1527/2893 [16:32<14:51,  1.53it/s]
overall:  38%|███▊      | 1528/4000 [16:33<26:48,  1.54it/s]

train:  53%|█████▎    | 1528/2893 [16:33<14:48,  1.54it/s]
overall:  38%|███▊      | 1529/4000 [16:33<26:43,  1.54it/s]

train:  53%|█████▎    | 1529/2893 [16:33<14:45,  1.54it/s]
overall:  38%|███▊      | 1530/4000 [16:34<26:43,  1.54it/s]

train:  53%|█████▎    | 1530/2893 [16:34<14:45,  1.54it/s]
overall:  38%|███▊      | 1531/4000 [16:35<26:49,  1.53it/s]

train:  53%|█████▎    | 1531/2893 [16:35<14:47,  1.53it/s]
overall:  38%|███▊      | 1532/4000 [16:35<26:49,  1.53it/s]

train:  53%|█████▎    | 1532/2893 [16:35<14:47,  1.53it/s]
overall:  38%|███▊      | 1533/4000 [16:36<26:46,  1.54it/s]

train:  53%|█████▎    | 1533/2893 [16:36<14:45,  1.54it/s]
overall:  38%|███▊      | 1534/4000 [16:37<26:54,  1.53it/s]

train:  53%|█████▎    | 1534/2893 [16:37<14:49,  1.53it/s]
overall:  38%|███▊      | 1535/4000 [16:37<26:46,  1.53it/s]

train:  53%|█████▎    | 1535/2893 [16:37<14:44,  1.53it/s]
overall:  38%|███▊      | 1536/4000 [16:38<26:44,  1.54it/s]

train:  53%|█████▎    | 1536/2893 [16:38<14:43,  1.54it/s]
overall:  38%|███▊      | 1537/4000 [16:39<26:48,  1.53it/s]

train:  53%|█████▎    | 1537/2893 [16:39<14:45,  1.53it/s]
overall:  38%|███▊      | 1538/4000 [16:39<26:58,  1.52it/s]

train:  53%|█████▎    | 1538/2893 [16:39<14:50,  1.52it/s]
overall:  38%|███▊      | 1539/4000 [16:40<26:57,  1.52it/s]

train:  53%|█████▎    | 1539/2893 [16:40<14:49,  1.52it/s]
overall:  38%|███▊      | 1540/4000 [16:41<26:56,  1.52it/s]

train:  53%|█████▎    | 1540/2893 [16:41<14:49,  1.52it/s]
overall:  39%|███▊      | 1541/4000 [16:41<26:53,  1.52it/s]

train:  53%|█████▎    | 1541/2893 [16:41<14:47,  1.52it/s]
overall:  39%|███▊      | 1542/4000 [16:42<26:46,  1.53it/s]

train:  53%|█████▎    | 1542/2893 [16:42<14:43,  1.53it/s]
overall:  39%|███▊      | 1543/4000 [16:43<26:45,  1.53it/s]

train:  53%|█████▎    | 1543/2893 [16:43<14:42,  1.53it/s]
overall:  39%|███▊      | 1544/4000 [16:43<26:44,  1.53it/s]

train:  53%|█████▎    | 1544/2893 [16:43<14:41,  1.53it/s]
overall:  39%|███▊      | 1545/4000 [16:44<26:43,  1.53it/s]

train:  53%|█████▎    | 1545/2893 [16:44<14:40,  1.53it/s]
overall:  39%|███▊      | 1546/4000 [16:44<26:43,  1.53it/s]

train:  53%|█████▎    | 1546/2893 [16:44<14:40,  1.53it/s]
overall:  39%|███▊      | 1547/4000 [16:45<26:38,  1.53it/s]

train:  53%|█████▎    | 1547/2893 [16:45<14:36,  1.53it/s]
overall:  39%|███▊      | 1548/4000 [16:46<26:42,  1.53it/s]

train:  54%|█████▎    | 1548/2893 [16:46<14:38,  1.53it/s]
overall:  39%|███▊      | 1549/4000 [16:46<26:46,  1.53it/s]

train:  54%|█████▎    | 1549/2893 [16:46<14:41,  1.53it/s]
overall:  39%|███▉      | 1550/4000 [16:47<26:42,  1.53it/s]

train:  54%|█████▎    | 1550/2893 [16:47<14:38,  1.53it/s]
overall:  39%|███▉      | 1551/4000 [16:48<26:44,  1.53it/s]

train:  54%|█████▎    | 1551/2893 [16:48<14:39,  1.53it/s]
overall:  39%|███▉      | 1552/4000 [16:48<26:43,  1.53it/s]

train:  54%|█████▎    | 1552/2893 [16:48<14:38,  1.53it/s]
overall:  39%|███▉      | 1553/4000 [16:49<26:36,  1.53it/s]

train:  54%|█████▎    | 1553/2893 [16:49<14:34,  1.53it/s]
overall:  39%|███▉      | 1554/4000 [16:50<26:32,  1.54it/s]

train:  54%|█████▎    | 1554/2893 [16:50<14:31,  1.54it/s]
overall:  39%|███▉      | 1555/4000 [16:50<26:31,  1.54it/s]

train:  54%|█████▍    | 1555/2893 [16:50<14:31,  1.54it/s]
overall:  39%|███▉      | 1556/4000 [16:51<26:29,  1.54it/s]

train:  54%|█████▍    | 1556/2893 [16:51<14:29,  1.54it/s]
overall:  39%|███▉      | 1557/4000 [16:52<26:25,  1.54it/s]

train:  54%|█████▍    | 1557/2893 [16:52<14:27,  1.54it/s]
overall:  39%|███▉      | 1558/4000 [16:52<26:30,  1.54it/s]

train:  54%|█████▍    | 1558/2893 [16:52<14:29,  1.54it/s]
overall:  39%|███▉      | 1559/4000 [16:53<26:27,  1.54it/s]

train:  54%|█████▍    | 1559/2893 [16:53<14:27,  1.54it/s]
overall:  39%|███▉      | 1560/4000 [16:54<26:27,  1.54it/s]

train:  54%|█████▍    | 1560/2893 [16:54<14:27,  1.54it/s]
overall:  39%|███▉      | 1561/4000 [16:54<26:33,  1.53it/s]

train:  54%|█████▍    | 1561/2893 [16:54<14:30,  1.53it/s]
overall:  39%|███▉      | 1562/4000 [16:55<26:31,  1.53it/s]

train:  54%|█████▍    | 1562/2893 [16:55<14:28,  1.53it/s]
overall:  39%|███▉      | 1563/4000 [16:56<26:30,  1.53it/s]

train:  54%|█████▍    | 1563/2893 [16:56<14:27,  1.53it/s]
overall:  39%|███▉      | 1564/4000 [16:56<26:24,  1.54it/s]

train:  54%|█████▍    | 1564/2893 [16:56<14:24,  1.54it/s]
overall:  39%|███▉      | 1565/4000 [16:57<26:26,  1.53it/s]

train:  54%|█████▍    | 1565/2893 [16:57<14:25,  1.53it/s]
overall:  39%|███▉      | 1566/4000 [16:58<26:23,  1.54it/s]

train:  54%|█████▍    | 1566/2893 [16:58<14:23,  1.54it/s]
overall:  39%|███▉      | 1567/4000 [16:58<26:21,  1.54it/s]

train:  54%|█████▍    | 1567/2893 [16:58<14:21,  1.54it/s]
overall:  39%|███▉      | 1568/4000 [16:59<26:19,  1.54it/s]

train:  54%|█████▍    | 1568/2893 [16:59<14:20,  1.54it/s]
overall:  39%|███▉      | 1569/4000 [16:59<26:19,  1.54it/s]

train:  54%|█████▍    | 1569/2893 [16:59<14:20,  1.54it/s]
overall:  39%|███▉      | 1570/4000 [17:00<26:15,  1.54it/s]

train:  54%|█████▍    | 1570/2893 [17:00<14:17,  1.54it/s]
overall:  39%|███▉      | 1571/4000 [17:01<26:13,  1.54it/s]

train:  54%|█████▍    | 1571/2893 [17:01<14:16,  1.54it/s]
overall:  39%|███▉      | 1572/4000 [17:01<26:13,  1.54it/s]

train:  54%|█████▍    | 1572/2893 [17:01<14:16,  1.54it/s]
overall:  39%|███▉      | 1573/4000 [17:02<26:16,  1.54it/s]

train:  54%|█████▍    | 1573/2893 [17:02<14:17,  1.54it/s]
overall:  39%|███▉      | 1574/4000 [17:03<26:15,  1.54it/s]

train:  54%|█████▍    | 1574/2893 [17:03<14:16,  1.54it/s]
overall:  39%|███▉      | 1575/4000 [17:03<26:14,  1.54it/s]

train:  54%|█████▍    | 1575/2893 [17:03<14:15,  1.54it/s]
overall:  39%|███▉      | 1576/4000 [17:04<26:13,  1.54it/s]

train:  54%|█████▍    | 1576/2893 [17:04<14:14,  1.54it/s]
overall:  39%|███▉      | 1577/4000 [17:05<26:12,  1.54it/s]

train:  55%|█████▍    | 1577/2893 [17:05<14:14,  1.54it/s]
overall:  39%|███▉      | 1578/4000 [17:05<26:09,  1.54it/s]

train:  55%|█████▍    | 1578/2893 [17:05<14:12,  1.54it/s]
overall:  39%|███▉      | 1579/4000 [17:06<26:08,  1.54it/s]

train:  55%|█████▍    | 1579/2893 [17:06<14:11,  1.54it/s]
overall:  40%|███▉      | 1580/4000 [17:07<26:08,  1.54it/s]

train:  55%|█████▍    | 1580/2893 [17:07<14:11,  1.54it/s]
overall:  40%|███▉      | 1581/4000 [17:07<26:11,  1.54it/s]

train:  55%|█████▍    | 1581/2893 [17:07<14:12,  1.54it/s]
overall:  40%|███▉      | 1582/4000 [17:08<26:13,  1.54it/s]

train:  55%|█████▍    | 1582/2893 [17:08<14:13,  1.54it/s]
overall:  40%|███▉      | 1583/4000 [17:09<26:10,  1.54it/s]

train:  55%|█████▍    | 1583/2893 [17:09<14:10,  1.54it/s]
overall:  40%|███▉      | 1584/4000 [17:09<26:06,  1.54it/s]

train:  55%|█████▍    | 1584/2893 [17:09<14:08,  1.54it/s]
overall:  40%|███▉      | 1585/4000 [17:10<26:15,  1.53it/s]

train:  55%|█████▍    | 1585/2893 [17:10<14:13,  1.53it/s]
overall:  40%|███▉      | 1586/4000 [17:11<26:15,  1.53it/s]

train:  55%|█████▍    | 1586/2893 [17:11<14:13,  1.53it/s]
overall:  40%|███▉      | 1587/4000 [17:11<26:14,  1.53it/s]

train:  55%|█████▍    | 1587/2893 [17:11<14:12,  1.53it/s]
overall:  40%|███▉      | 1588/4000 [17:12<26:12,  1.53it/s]

train:  55%|█████▍    | 1588/2893 [17:12<14:10,  1.53it/s]
overall:  40%|███▉      | 1589/4000 [17:12<26:07,  1.54it/s]

train:  55%|█████▍    | 1589/2893 [17:12<14:07,  1.54it/s]
overall:  40%|███▉      | 1590/4000 [17:13<26:05,  1.54it/s]

train:  55%|█████▍    | 1590/2893 [17:13<14:06,  1.54it/s]
overall:  40%|███▉      | 1591/4000 [17:14<26:03,  1.54it/s]

train:  55%|█████▍    | 1591/2893 [17:14<14:05,  1.54it/s]
overall:  40%|███▉      | 1592/4000 [17:14<26:05,  1.54it/s]

train:  55%|█████▌    | 1592/2893 [17:14<14:05,  1.54it/s]
overall:  40%|███▉      | 1593/4000 [17:15<25:59,  1.54it/s]

train:  55%|█████▌    | 1593/2893 [17:15<14:02,  1.54it/s]
overall:  40%|███▉      | 1594/4000 [17:16<25:57,  1.54it/s]

train:  55%|█████▌    | 1594/2893 [17:16<14:00,  1.54it/s]
overall:  40%|███▉      | 1595/4000 [17:16<25:53,  1.55it/s]

train:  55%|█████▌    | 1595/2893 [17:16<13:58,  1.55it/s]
overall:  40%|███▉      | 1596/4000 [17:17<25:59,  1.54it/s]

train:  55%|█████▌    | 1596/2893 [17:17<14:01,  1.54it/s]
overall:  40%|███▉      | 1597/4000 [17:18<26:06,  1.53it/s]

train:  55%|█████▌    | 1597/2893 [17:18<14:04,  1.53it/s]
overall:  40%|███▉      | 1598/4000 [17:18<26:03,  1.54it/s]

train:  55%|█████▌    | 1598/2893 [17:18<14:02,  1.54it/s]
overall:  40%|███▉      | 1599/4000 [17:19<26:02,  1.54it/s]

train:  55%|█████▌    | 1599/2893 [17:19<14:02,  1.54it/s]
overall:  40%|████      | 1600/4000 [17:20<26:01,  1.54it/s]

train:  55%|█████▌    | 1600/2893 [17:20<14:01,  1.54it/s]
overall:  40%|████      | 1601/4000 [17:20<25:55,  1.54it/s]

train:  55%|█████▌    | 1601/2893 [17:20<13:57,  1.54it/s]
overall:  40%|████      | 1602/4000 [17:21<25:55,  1.54it/s]

train:  55%|█████▌    | 1602/2893 [17:21<13:57,  1.54it/s]
overall:  40%|████      | 1603/4000 [17:22<25:55,  1.54it/s]

train:  55%|█████▌    | 1603/2893 [17:22<13:57,  1.54it/s]
overall:  40%|████      | 1604/4000 [17:22<25:55,  1.54it/s]

train:  55%|█████▌    | 1604/2893 [17:22<13:56,  1.54it/s]
overall:  40%|████      | 1605/4000 [17:23<25:55,  1.54it/s]

train:  55%|█████▌    | 1605/2893 [17:23<13:56,  1.54it/s]
overall:  40%|████      | 1606/4000 [17:23<25:51,  1.54it/s]

train:  56%|█████▌    | 1606/2893 [17:23<13:53,  1.54it/s]
overall:  40%|████      | 1607/4000 [17:24<25:53,  1.54it/s]

train:  56%|█████▌    | 1607/2893 [17:24<13:54,  1.54it/s]
overall:  40%|████      | 1608/4000 [17:25<25:49,  1.54it/s]

train:  56%|█████▌    | 1608/2893 [17:25<13:52,  1.54it/s]
overall:  40%|████      | 1609/4000 [17:25<26:00,  1.53it/s]

train:  56%|█████▌    | 1609/2893 [17:25<13:57,  1.53it/s]
overall:  40%|████      | 1610/4000 [17:26<25:55,  1.54it/s]

train:  56%|█████▌    | 1610/2893 [17:26<13:55,  1.54it/s]
overall:  40%|████      | 1611/4000 [17:27<25:54,  1.54it/s]

train:  56%|█████▌    | 1611/2893 [17:27<13:54,  1.54it/s]
overall:  40%|████      | 1612/4000 [17:27<25:54,  1.54it/s]

train:  56%|█████▌    | 1612/2893 [17:27<13:54,  1.54it/s]
overall:  40%|████      | 1613/4000 [17:28<25:50,  1.54it/s]

train:  56%|█████▌    | 1613/2893 [17:28<13:51,  1.54it/s]
overall:  40%|████      | 1614/4000 [17:29<25:48,  1.54it/s]

train:  56%|█████▌    | 1614/2893 [17:29<13:50,  1.54it/s]
overall:  40%|████      | 1615/4000 [17:29<25:42,  1.55it/s]

train:  56%|█████▌    | 1615/2893 [17:29<13:46,  1.55it/s]
overall:  40%|████      | 1616/4000 [17:30<25:45,  1.54it/s]

train:  56%|█████▌    | 1616/2893 [17:30<13:47,  1.54it/s]
overall:  40%|████      | 1617/4000 [17:31<25:47,  1.54it/s]

train:  56%|█████▌    | 1617/2893 [17:31<13:48,  1.54it/s]
overall:  40%|████      | 1618/4000 [17:31<25:45,  1.54it/s]

train:  56%|█████▌    | 1618/2893 [17:31<13:47,  1.54it/s]
overall:  40%|████      | 1619/4000 [17:32<25:42,  1.54it/s]

train:  56%|█████▌    | 1619/2893 [17:32<13:45,  1.54it/s]
overall:  40%|████      | 1620/4000 [17:33<25:44,  1.54it/s]

train:  56%|█████▌    | 1620/2893 [17:33<13:45,  1.54it/s]
overall:  41%|████      | 1621/4000 [17:33<25:47,  1.54it/s]

train:  56%|█████▌    | 1621/2893 [17:33<13:47,  1.54it/s]
overall:  41%|████      | 1622/4000 [17:34<25:49,  1.53it/s]

train:  56%|█████▌    | 1622/2893 [17:34<13:48,  1.53it/s]
overall:  41%|████      | 1623/4000 [17:35<25:47,  1.54it/s]

train:  56%|█████▌    | 1623/2893 [17:35<13:47,  1.54it/s]
overall:  41%|████      | 1624/4000 [17:35<25:42,  1.54it/s]

train:  56%|█████▌    | 1624/2893 [17:35<13:43,  1.54it/s]
overall:  41%|████      | 1625/4000 [17:36<25:39,  1.54it/s]

train:  56%|█████▌    | 1625/2893 [17:36<13:42,  1.54it/s]
overall:  41%|████      | 1626/4000 [17:37<25:51,  1.53it/s]

train:  56%|█████▌    | 1626/2893 [17:36<13:47,  1.53it/s]
overall:  41%|████      | 1627/4000 [17:37<25:46,  1.53it/s]

train:  56%|█████▌    | 1627/2893 [17:37<13:44,  1.53it/s]
overall:  41%|████      | 1628/4000 [17:38<25:46,  1.53it/s]

train:  56%|█████▋    | 1628/2893 [17:38<13:44,  1.53it/s]
overall:  41%|████      | 1629/4000 [17:38<25:41,  1.54it/s]

train:  56%|█████▋    | 1629/2893 [17:38<13:41,  1.54it/s]
overall:  41%|████      | 1630/4000 [17:39<25:39,  1.54it/s]

train:  56%|█████▋    | 1630/2893 [17:39<13:40,  1.54it/s]
overall:  41%|████      | 1631/4000 [17:40<25:39,  1.54it/s]

train:  56%|█████▋    | 1631/2893 [17:40<13:40,  1.54it/s]
overall:  41%|████      | 1632/4000 [17:40<25:51,  1.53it/s]

train:  56%|█████▋    | 1632/2893 [17:40<13:46,  1.53it/s]
overall:  41%|████      | 1633/4000 [17:41<25:54,  1.52it/s]

train:  56%|█████▋    | 1633/2893 [17:41<13:47,  1.52it/s]
overall:  41%|████      | 1634/4000 [17:42<25:45,  1.53it/s]

train:  56%|█████▋    | 1634/2893 [17:42<13:42,  1.53it/s]
overall:  41%|████      | 1635/4000 [17:42<25:48,  1.53it/s]

train:  57%|█████▋    | 1635/2893 [17:42<13:43,  1.53it/s]
overall:  41%|████      | 1636/4000 [17:43<25:47,  1.53it/s]

train:  57%|█████▋    | 1636/2893 [17:43<13:42,  1.53it/s]
overall:  41%|████      | 1637/4000 [17:44<25:41,  1.53it/s]

train:  57%|█████▋    | 1637/2893 [17:44<13:39,  1.53it/s]
overall:  41%|████      | 1638/4000 [17:44<25:48,  1.53it/s]

train:  57%|█████▋    | 1638/2893 [17:44<13:42,  1.53it/s]
overall:  41%|████      | 1639/4000 [17:45<25:41,  1.53it/s]

train:  57%|█████▋    | 1639/2893 [17:45<13:38,  1.53it/s]
overall:  41%|████      | 1640/4000 [17:46<25:40,  1.53it/s]

train:  57%|█████▋    | 1640/2893 [17:46<13:37,  1.53it/s]
overall:  41%|████      | 1641/4000 [17:46<25:35,  1.54it/s]

train:  57%|█████▋    | 1641/2893 [17:46<13:34,  1.54it/s]
overall:  41%|████      | 1642/4000 [17:47<25:31,  1.54it/s]

train:  57%|█████▋    | 1642/2893 [17:47<13:32,  1.54it/s]
overall:  41%|████      | 1643/4000 [17:48<25:27,  1.54it/s]

train:  57%|█████▋    | 1643/2893 [17:48<13:30,  1.54it/s]
overall:  41%|████      | 1644/4000 [17:48<25:25,  1.54it/s]

train:  57%|█████▋    | 1644/2893 [17:48<13:28,  1.54it/s]
overall:  41%|████      | 1645/4000 [17:49<25:33,  1.54it/s]

train:  57%|█████▋    | 1645/2893 [17:49<13:32,  1.54it/s]
overall:  41%|████      | 1646/4000 [17:50<25:32,  1.54it/s]

train:  57%|█████▋    | 1646/2893 [17:50<13:31,  1.54it/s]
overall:  41%|████      | 1647/4000 [17:50<25:35,  1.53it/s]

train:  57%|█████▋    | 1647/2893 [17:50<13:33,  1.53it/s]
overall:  41%|████      | 1648/4000 [17:51<25:38,  1.53it/s]

train:  57%|█████▋    | 1648/2893 [17:51<13:34,  1.53it/s]
overall:  41%|████      | 1649/4000 [17:52<25:34,  1.53it/s]

train:  57%|█████▋    | 1649/2893 [17:51<13:31,  1.53it/s]
overall:  41%|████▏     | 1650/4000 [17:52<25:28,  1.54it/s]

train:  57%|█████▋    | 1650/2893 [17:52<13:28,  1.54it/s]
overall:  41%|████▏     | 1651/4000 [17:53<25:32,  1.53it/s]

train:  57%|█████▋    | 1651/2893 [17:53<13:30,  1.53it/s]
overall:  41%|████▏     | 1652/4000 [17:53<25:29,  1.53it/s]

train:  57%|█████▋    | 1652/2893 [17:53<13:28,  1.53it/s]
overall:  41%|████▏     | 1653/4000 [17:54<25:33,  1.53it/s]

train:  57%|█████▋    | 1653/2893 [17:54<13:30,  1.53it/s]
overall:  41%|████▏     | 1654/4000 [17:55<25:26,  1.54it/s]

train:  57%|█████▋    | 1654/2893 [17:55<13:26,  1.54it/s]
overall:  41%|████▏     | 1655/4000 [17:55<25:28,  1.53it/s]

train:  57%|█████▋    | 1655/2893 [17:55<13:26,  1.53it/s]
overall:  41%|████▏     | 1656/4000 [17:56<25:29,  1.53it/s]

train:  57%|█████▋    | 1656/2893 [17:56<13:27,  1.53it/s]
overall:  41%|████▏     | 1657/4000 [17:57<25:37,  1.52it/s]

train:  57%|█████▋    | 1657/2893 [17:57<13:31,  1.52it/s]
overall:  41%|████▏     | 1658/4000 [17:57<25:33,  1.53it/s]

train:  57%|█████▋    | 1658/2893 [17:57<13:28,  1.53it/s]
overall:  41%|████▏     | 1659/4000 [17:58<25:34,  1.53it/s]

train:  57%|█████▋    | 1659/2893 [17:58<13:29,  1.53it/s]
overall:  42%|████▏     | 1660/4000 [17:59<25:31,  1.53it/s]

train:  57%|█████▋    | 1660/2893 [17:59<13:27,  1.53it/s]
overall:  42%|████▏     | 1661/4000 [17:59<25:29,  1.53it/s]

train:  57%|█████▋    | 1661/2893 [17:59<13:25,  1.53it/s]
overall:  42%|████▏     | 1662/4000 [18:00<25:30,  1.53it/s]

train:  57%|█████▋    | 1662/2893 [18:00<13:25,  1.53it/s]
overall:  42%|████▏     | 1663/4000 [18:01<25:30,  1.53it/s]

train:  57%|█████▋    | 1663/2893 [18:01<13:25,  1.53it/s]
overall:  42%|████▏     | 1664/4000 [18:01<25:28,  1.53it/s]

train:  58%|█████▊    | 1664/2893 [18:01<13:23,  1.53it/s]
overall:  42%|████▏     | 1665/4000 [18:02<25:22,  1.53it/s]

train:  58%|█████▊    | 1665/2893 [18:02<13:20,  1.53it/s]
overall:  42%|████▏     | 1666/4000 [18:03<25:30,  1.53it/s]

train:  58%|█████▊    | 1666/2893 [18:03<13:24,  1.53it/s]
overall:  42%|████▏     | 1667/4000 [18:03<25:27,  1.53it/s]

train:  58%|█████▊    | 1667/2893 [18:03<13:22,  1.53it/s]
overall:  42%|████▏     | 1668/4000 [18:04<25:27,  1.53it/s]

train:  58%|█████▊    | 1668/2893 [18:04<13:22,  1.53it/s]
overall:  42%|████▏     | 1669/4000 [18:05<25:30,  1.52it/s]

train:  58%|█████▊    | 1669/2893 [18:05<13:23,  1.52it/s]
overall:  42%|████▏     | 1670/4000 [18:05<25:23,  1.53it/s]

train:  58%|█████▊    | 1670/2893 [18:05<13:19,  1.53it/s]
overall:  42%|████▏     | 1671/4000 [18:06<25:34,  1.52it/s]

train:  58%|█████▊    | 1671/2893 [18:06<13:25,  1.52it/s]
overall:  42%|████▏     | 1672/4000 [18:07<25:33,  1.52it/s]

train:  58%|█████▊    | 1672/2893 [18:07<13:24,  1.52it/s]
overall:  42%|████▏     | 1673/4000 [18:07<25:32,  1.52it/s]

train:  58%|█████▊    | 1673/2893 [18:07<13:23,  1.52it/s]
overall:  42%|████▏     | 1674/4000 [18:08<25:33,  1.52it/s]

train:  58%|█████▊    | 1674/2893 [18:08<13:23,  1.52it/s]
overall:  42%|████▏     | 1675/4000 [18:09<25:31,  1.52it/s]

train:  58%|█████▊    | 1675/2893 [18:09<13:22,  1.52it/s]
overall:  42%|████▏     | 1676/4000 [18:09<25:34,  1.51it/s]

train:  58%|█████▊    | 1676/2893 [18:09<13:23,  1.51it/s]
overall:  42%|████▏     | 1677/4000 [18:10<25:26,  1.52it/s]

train:  58%|█████▊    | 1677/2893 [18:10<13:19,  1.52it/s]
overall:  42%|████▏     | 1678/4000 [18:10<25:17,  1.53it/s]

train:  58%|█████▊    | 1678/2893 [18:10<13:13,  1.53it/s]
overall:  42%|████▏     | 1679/4000 [18:11<25:10,  1.54it/s]

train:  58%|█████▊    | 1679/2893 [18:11<13:09,  1.54it/s]
overall:  42%|████▏     | 1680/4000 [18:12<25:15,  1.53it/s]

train:  58%|█████▊    | 1680/2893 [18:12<13:12,  1.53it/s]
overall:  42%|████▏     | 1681/4000 [18:12<25:32,  1.51it/s]

train:  58%|█████▊    | 1681/2893 [18:12<13:21,  1.51it/s]
overall:  42%|████▏     | 1682/4000 [18:13<25:31,  1.51it/s]

train:  58%|█████▊    | 1682/2893 [18:13<13:20,  1.51it/s]
overall:  42%|████▏     | 1683/4000 [18:14<25:34,  1.51it/s]

train:  58%|█████▊    | 1683/2893 [18:14<13:21,  1.51it/s]
overall:  42%|████▏     | 1684/4000 [18:14<25:38,  1.50it/s]

train:  58%|█████▊    | 1684/2893 [18:14<13:23,  1.50it/s]
overall:  42%|████▏     | 1685/4000 [18:15<25:28,  1.51it/s]

train:  58%|█████▊    | 1685/2893 [18:15<13:17,  1.51it/s]
overall:  42%|████▏     | 1686/4000 [18:16<25:17,  1.53it/s]

train:  58%|█████▊    | 1686/2893 [18:16<13:11,  1.53it/s]
overall:  42%|████▏     | 1687/4000 [18:16<25:24,  1.52it/s]

train:  58%|█████▊    | 1687/2893 [18:16<13:15,  1.52it/s]
overall:  42%|████▏     | 1688/4000 [18:17<25:24,  1.52it/s]

train:  58%|█████▊    | 1688/2893 [18:17<13:14,  1.52it/s]
overall:  42%|████▏     | 1689/4000 [18:18<25:22,  1.52it/s]

train:  58%|█████▊    | 1689/2893 [18:18<13:13,  1.52it/s]
overall:  42%|████▏     | 1690/4000 [18:18<25:22,  1.52it/s]

train:  58%|█████▊    | 1690/2893 [18:18<13:12,  1.52it/s]
overall:  42%|████▏     | 1691/4000 [18:19<25:15,  1.52it/s]

train:  58%|█████▊    | 1691/2893 [18:19<13:09,  1.52it/s]
overall:  42%|████▏     | 1692/4000 [18:20<25:22,  1.52it/s]

train:  58%|█████▊    | 1692/2893 [18:20<13:12,  1.52it/s]
overall:  42%|████▏     | 1693/4000 [18:20<25:24,  1.51it/s]

train:  59%|█████▊    | 1693/2893 [18:20<13:13,  1.51it/s]
overall:  42%|████▏     | 1694/4000 [18:21<25:18,  1.52it/s]

train:  59%|█████▊    | 1694/2893 [18:21<13:09,  1.52it/s]
overall:  42%|████▏     | 1695/4000 [18:22<25:18,  1.52it/s]

train:  59%|█████▊    | 1695/2893 [18:22<13:09,  1.52it/s]
overall:  42%|████▏     | 1696/4000 [18:22<25:14,  1.52it/s]

train:  59%|█████▊    | 1696/2893 [18:22<13:06,  1.52it/s]
overall:  42%|████▏     | 1697/4000 [18:23<25:08,  1.53it/s]

train:  59%|█████▊    | 1697/2893 [18:23<13:03,  1.53it/s]
overall:  42%|████▏     | 1698/4000 [18:24<25:04,  1.53it/s]

train:  59%|█████▊    | 1698/2893 [18:24<13:01,  1.53it/s]
overall:  42%|████▏     | 1699/4000 [18:24<25:11,  1.52it/s]

train:  59%|█████▊    | 1699/2893 [18:24<13:04,  1.52it/s]
overall:  42%|████▎     | 1700/4000 [18:25<25:07,  1.53it/s]

train:  59%|█████▉    | 1700/2893 [18:25<13:02,  1.53it/s]
overall:  43%|████▎     | 1701/4000 [18:26<25:09,  1.52it/s]

train:  59%|█████▉    | 1701/2893 [18:26<13:02,  1.52it/s]
overall:  43%|████▎     | 1702/4000 [18:26<25:02,  1.53it/s]

train:  59%|█████▉    | 1702/2893 [18:26<12:58,  1.53it/s]
overall:  43%|████▎     | 1703/4000 [18:27<25:01,  1.53it/s]

train:  59%|█████▉    | 1703/2893 [18:27<12:57,  1.53it/s]
overall:  43%|████▎     | 1704/4000 [18:28<25:02,  1.53it/s]

train:  59%|█████▉    | 1704/2893 [18:28<12:58,  1.53it/s]
overall:  43%|████▎     | 1705/4000 [18:28<25:04,  1.53it/s]

train:  59%|█████▉    | 1705/2893 [18:28<12:58,  1.53it/s]
overall:  43%|████▎     | 1706/4000 [18:29<24:59,  1.53it/s]

train:  59%|█████▉    | 1706/2893 [18:29<12:55,  1.53it/s]
overall:  43%|████▎     | 1707/4000 [18:30<24:58,  1.53it/s]

train:  59%|█████▉    | 1707/2893 [18:30<12:54,  1.53it/s]
overall:  43%|████▎     | 1708/4000 [18:30<24:54,  1.53it/s]

train:  59%|█████▉    | 1708/2893 [18:30<12:52,  1.53it/s]
overall:  43%|████▎     | 1709/4000 [18:31<24:50,  1.54it/s]

train:  59%|█████▉    | 1709/2893 [18:31<12:50,  1.54it/s]
overall:  43%|████▎     | 1710/4000 [18:32<24:49,  1.54it/s]

train:  59%|█████▉    | 1710/2893 [18:31<12:49,  1.54it/s]
overall:  43%|████▎     | 1711/4000 [18:32<24:47,  1.54it/s]

train:  59%|█████▉    | 1711/2893 [18:32<12:47,  1.54it/s]
overall:  43%|████▎     | 1712/4000 [18:33<24:45,  1.54it/s]

train:  59%|█████▉    | 1712/2893 [18:33<12:46,  1.54it/s]
overall:  43%|████▎     | 1713/4000 [18:33<24:46,  1.54it/s]

train:  59%|█████▉    | 1713/2893 [18:33<12:47,  1.54it/s]
overall:  43%|████▎     | 1714/4000 [18:34<24:41,  1.54it/s]

train:  59%|█████▉    | 1714/2893 [18:34<12:43,  1.54it/s]
overall:  43%|████▎     | 1715/4000 [18:35<24:40,  1.54it/s]

train:  59%|█████▉    | 1715/2893 [18:35<12:43,  1.54it/s]
overall:  43%|████▎     | 1716/4000 [18:35<24:40,  1.54it/s]

train:  59%|█████▉    | 1716/2893 [18:35<12:42,  1.54it/s]
overall:  43%|████▎     | 1717/4000 [18:36<24:47,  1.54it/s]

train:  59%|█████▉    | 1717/2893 [18:36<12:46,  1.54it/s]
overall:  43%|████▎     | 1718/4000 [18:37<24:44,  1.54it/s]

train:  59%|█████▉    | 1718/2893 [18:37<12:44,  1.54it/s]
overall:  43%|████▎     | 1719/4000 [18:37<24:44,  1.54it/s]

train:  59%|█████▉    | 1719/2893 [18:37<12:44,  1.54it/s]
overall:  43%|████▎     | 1720/4000 [18:38<24:42,  1.54it/s]

train:  59%|█████▉    | 1720/2893 [18:38<12:42,  1.54it/s]
overall:  43%|████▎     | 1721/4000 [18:39<24:40,  1.54it/s]

train:  59%|█████▉    | 1721/2893 [18:39<12:41,  1.54it/s]
overall:  43%|████▎     | 1722/4000 [18:39<24:37,  1.54it/s]

train:  60%|█████▉    | 1722/2893 [18:39<12:39,  1.54it/s]
overall:  43%|████▎     | 1723/4000 [18:40<24:38,  1.54it/s]

train:  60%|█████▉    | 1723/2893 [18:40<12:39,  1.54it/s]
overall:  43%|████▎     | 1724/4000 [18:41<24:36,  1.54it/s]

train:  60%|█████▉    | 1724/2893 [18:41<12:38,  1.54it/s]
overall:  43%|████▎     | 1725/4000 [18:41<24:38,  1.54it/s]

train:  60%|█████▉    | 1725/2893 [18:41<12:39,  1.54it/s]
overall:  43%|████▎     | 1726/4000 [18:42<24:42,  1.53it/s]

train:  60%|█████▉    | 1726/2893 [18:42<12:40,  1.53it/s]
overall:  43%|████▎     | 1727/4000 [18:43<24:40,  1.53it/s]

train:  60%|█████▉    | 1727/2893 [18:43<12:39,  1.53it/s]
overall:  43%|████▎     | 1728/4000 [18:43<24:39,  1.54it/s]

train:  60%|█████▉    | 1728/2893 [18:43<12:38,  1.54it/s]
overall:  43%|████▎     | 1729/4000 [18:44<24:42,  1.53it/s]

train:  60%|█████▉    | 1729/2893 [18:44<12:39,  1.53it/s]
overall:  43%|████▎     | 1730/4000 [18:45<24:40,  1.53it/s]

train:  60%|█████▉    | 1730/2893 [18:45<12:38,  1.53it/s]
overall:  43%|████▎     | 1731/4000 [18:45<24:43,  1.53it/s]

train:  60%|█████▉    | 1731/2893 [18:45<12:39,  1.53it/s]
overall:  43%|████▎     | 1732/4000 [18:46<24:39,  1.53it/s]

train:  60%|█████▉    | 1732/2893 [18:46<12:37,  1.53it/s]
overall:  43%|████▎     | 1733/4000 [18:46<24:46,  1.53it/s]

train:  60%|█████▉    | 1733/2893 [18:46<12:40,  1.53it/s]
overall:  43%|████▎     | 1734/4000 [18:47<24:43,  1.53it/s]

train:  60%|█████▉    | 1734/2893 [18:47<12:38,  1.53it/s]
overall:  43%|████▎     | 1735/4000 [18:48<24:36,  1.53it/s]

train:  60%|█████▉    | 1735/2893 [18:48<12:34,  1.53it/s]
overall:  43%|████▎     | 1736/4000 [18:48<24:34,  1.54it/s]

train:  60%|██████    | 1736/2893 [18:48<12:33,  1.54it/s]
overall:  43%|████▎     | 1737/4000 [18:49<24:34,  1.53it/s]

train:  60%|██████    | 1737/2893 [18:49<12:33,  1.53it/s]
overall:  43%|████▎     | 1738/4000 [18:50<24:31,  1.54it/s]

train:  60%|██████    | 1738/2893 [18:50<12:31,  1.54it/s]
overall:  43%|████▎     | 1739/4000 [18:50<24:36,  1.53it/s]

train:  60%|██████    | 1739/2893 [18:50<12:33,  1.53it/s]
overall:  44%|████▎     | 1740/4000 [18:51<24:33,  1.53it/s]

train:  60%|██████    | 1740/2893 [18:51<12:31,  1.53it/s]
overall:  44%|████▎     | 1741/4000 [18:52<24:38,  1.53it/s]

train:  60%|██████    | 1741/2893 [18:52<12:33,  1.53it/s]
overall:  44%|████▎     | 1742/4000 [18:52<24:34,  1.53it/s]

train:  60%|██████    | 1742/2893 [18:52<12:31,  1.53it/s]
overall:  44%|████▎     | 1743/4000 [18:53<24:33,  1.53it/s]

train:  60%|██████    | 1743/2893 [18:53<12:30,  1.53it/s]
overall:  44%|████▎     | 1744/4000 [18:54<24:29,  1.54it/s]

train:  60%|██████    | 1744/2893 [18:54<12:28,  1.54it/s]
overall:  44%|████▎     | 1745/4000 [18:54<24:24,  1.54it/s]

train:  60%|██████    | 1745/2893 [18:54<12:25,  1.54it/s]
overall:  44%|████▎     | 1746/4000 [18:55<24:21,  1.54it/s]

train:  60%|██████    | 1746/2893 [18:55<12:23,  1.54it/s]
overall:  44%|████▎     | 1747/4000 [18:56<24:19,  1.54it/s]

train:  60%|██████    | 1747/2893 [18:56<12:22,  1.54it/s]
overall:  44%|████▎     | 1748/4000 [18:56<24:21,  1.54it/s]

train:  60%|██████    | 1748/2893 [18:56<12:23,  1.54it/s]
overall:  44%|████▎     | 1749/4000 [18:57<24:26,  1.54it/s]

train:  60%|██████    | 1749/2893 [18:57<12:25,  1.54it/s]
overall:  44%|████▍     | 1750/4000 [18:58<24:18,  1.54it/s]

train:  60%|██████    | 1750/2893 [18:58<12:20,  1.54it/s]
overall:  44%|████▍     | 1751/4000 [18:58<24:19,  1.54it/s]

train:  61%|██████    | 1751/2893 [18:58<12:20,  1.54it/s]
overall:  44%|████▍     | 1752/4000 [18:59<24:23,  1.54it/s]

train:  61%|██████    | 1752/2893 [18:59<12:22,  1.54it/s]
overall:  44%|████▍     | 1753/4000 [19:00<24:32,  1.53it/s]

train:  61%|██████    | 1753/2893 [18:59<12:27,  1.53it/s]
overall:  44%|████▍     | 1754/4000 [19:00<24:26,  1.53it/s]

train:  61%|██████    | 1754/2893 [19:00<12:23,  1.53it/s]
overall:  44%|████▍     | 1755/4000 [19:01<24:28,  1.53it/s]

train:  61%|██████    | 1755/2893 [19:01<12:24,  1.53it/s]
overall:  44%|████▍     | 1756/4000 [19:01<24:24,  1.53it/s]

train:  61%|██████    | 1756/2893 [19:01<12:22,  1.53it/s]
overall:  44%|████▍     | 1757/4000 [19:02<24:22,  1.53it/s]

train:  61%|██████    | 1757/2893 [19:02<12:20,  1.53it/s]
overall:  44%|████▍     | 1758/4000 [19:03<24:22,  1.53it/s]

train:  61%|██████    | 1758/2893 [19:03<12:20,  1.53it/s]
overall:  44%|████▍     | 1759/4000 [19:03<24:22,  1.53it/s]

train:  61%|██████    | 1759/2893 [19:03<12:20,  1.53it/s]
overall:  44%|████▍     | 1760/4000 [19:04<24:24,  1.53it/s]

train:  61%|██████    | 1760/2893 [19:04<12:20,  1.53it/s]
overall:  44%|████▍     | 1761/4000 [19:05<24:22,  1.53it/s]

train:  61%|██████    | 1761/2893 [19:05<12:19,  1.53it/s]
overall:  44%|████▍     | 1762/4000 [19:05<24:20,  1.53it/s]

train:  61%|██████    | 1762/2893 [19:05<12:18,  1.53it/s]
overall:  44%|████▍     | 1763/4000 [19:06<24:18,  1.53it/s]

train:  61%|██████    | 1763/2893 [19:06<12:16,  1.53it/s]
overall:  44%|████▍     | 1764/4000 [19:07<24:20,  1.53it/s]

train:  61%|██████    | 1764/2893 [19:07<12:17,  1.53it/s]
overall:  44%|████▍     | 1765/4000 [19:07<24:27,  1.52it/s]

train:  61%|██████    | 1765/2893 [19:07<12:20,  1.52it/s]
overall:  44%|████▍     | 1766/4000 [19:08<24:24,  1.53it/s]

train:  61%|██████    | 1766/2893 [19:08<12:18,  1.53it/s]
overall:  44%|████▍     | 1767/4000 [19:09<24:25,  1.52it/s]

train:  61%|██████    | 1767/2893 [19:09<12:18,  1.52it/s]
overall:  44%|████▍     | 1768/4000 [19:09<24:25,  1.52it/s]

train:  61%|██████    | 1768/2893 [19:09<12:18,  1.52it/s]
overall:  44%|████▍     | 1769/4000 [19:10<24:21,  1.53it/s]

train:  61%|██████    | 1769/2893 [19:10<12:16,  1.53it/s]
overall:  44%|████▍     | 1770/4000 [19:11<24:20,  1.53it/s]

train:  61%|██████    | 1770/2893 [19:11<12:15,  1.53it/s]
overall:  44%|████▍     | 1771/4000 [19:11<24:14,  1.53it/s]

train:  61%|██████    | 1771/2893 [19:11<12:12,  1.53it/s]
overall:  44%|████▍     | 1772/4000 [19:12<24:17,  1.53it/s]

train:  61%|██████▏   | 1772/2893 [19:12<12:13,  1.53it/s]
overall:  44%|████▍     | 1773/4000 [19:13<24:13,  1.53it/s]

train:  61%|██████▏   | 1773/2893 [19:13<12:10,  1.53it/s]
overall:  44%|████▍     | 1774/4000 [19:13<24:11,  1.53it/s]

train:  61%|██████▏   | 1774/2893 [19:13<12:09,  1.53it/s]
overall:  44%|████▍     | 1775/4000 [19:14<24:09,  1.54it/s]

train:  61%|██████▏   | 1775/2893 [19:14<12:08,  1.54it/s]
overall:  44%|████▍     | 1776/4000 [19:15<24:10,  1.53it/s]

train:  61%|██████▏   | 1776/2893 [19:15<12:08,  1.53it/s]
overall:  44%|████▍     | 1777/4000 [19:15<24:18,  1.52it/s]

train:  61%|██████▏   | 1777/2893 [19:15<12:12,  1.52it/s]
overall:  44%|████▍     | 1778/4000 [19:16<24:17,  1.52it/s]

train:  61%|██████▏   | 1778/2893 [19:16<12:11,  1.52it/s]
overall:  44%|████▍     | 1779/4000 [19:17<24:14,  1.53it/s]

train:  61%|██████▏   | 1779/2893 [19:16<12:09,  1.53it/s]
overall:  44%|████▍     | 1780/4000 [19:17<24:11,  1.53it/s]

train:  62%|██████▏   | 1780/2893 [19:17<12:07,  1.53it/s]
overall:  45%|████▍     | 1781/4000 [19:18<24:09,  1.53it/s]

train:  62%|██████▏   | 1781/2893 [19:18<12:06,  1.53it/s]
overall:  45%|████▍     | 1782/4000 [19:18<24:08,  1.53it/s]

train:  62%|██████▏   | 1782/2893 [19:18<12:05,  1.53it/s]
overall:  45%|████▍     | 1783/4000 [19:19<24:05,  1.53it/s]

train:  62%|██████▏   | 1783/2893 [19:19<12:03,  1.53it/s]
overall:  45%|████▍     | 1784/4000 [19:20<24:05,  1.53it/s]

train:  62%|██████▏   | 1784/2893 [19:20<12:03,  1.53it/s]
overall:  45%|████▍     | 1785/4000 [19:20<24:06,  1.53it/s]

train:  62%|██████▏   | 1785/2893 [19:20<12:03,  1.53it/s]
overall:  45%|████▍     | 1786/4000 [19:21<24:05,  1.53it/s]

train:  62%|██████▏   | 1786/2893 [19:21<12:02,  1.53it/s]
overall:  45%|████▍     | 1787/4000 [19:22<24:05,  1.53it/s]

train:  62%|██████▏   | 1787/2893 [19:22<12:02,  1.53it/s]
overall:  45%|████▍     | 1788/4000 [19:22<23:58,  1.54it/s]

train:  62%|██████▏   | 1788/2893 [19:22<11:58,  1.54it/s]
overall:  45%|████▍     | 1789/4000 [19:23<24:12,  1.52it/s]

train:  62%|██████▏   | 1789/2893 [19:23<12:05,  1.52it/s]
overall:  45%|████▍     | 1790/4000 [19:24<24:06,  1.53it/s]

train:  62%|██████▏   | 1790/2893 [19:24<12:02,  1.53it/s]
overall:  45%|████▍     | 1791/4000 [19:24<24:02,  1.53it/s]

train:  62%|██████▏   | 1791/2893 [19:24<11:59,  1.53it/s]
overall:  45%|████▍     | 1792/4000 [19:25<23:59,  1.53it/s]

train:  62%|██████▏   | 1792/2893 [19:25<11:57,  1.53it/s]
overall:  45%|████▍     | 1793/4000 [19:26<23:54,  1.54it/s]

train:  62%|██████▏   | 1793/2893 [19:26<11:55,  1.54it/s]
overall:  45%|████▍     | 1794/4000 [19:26<23:55,  1.54it/s]

train:  62%|██████▏   | 1794/2893 [19:26<11:55,  1.54it/s]
overall:  45%|████▍     | 1795/4000 [19:27<23:55,  1.54it/s]

train:  62%|██████▏   | 1795/2893 [19:27<11:54,  1.54it/s]
overall:  45%|████▍     | 1796/4000 [19:28<23:57,  1.53it/s]

train:  62%|██████▏   | 1796/2893 [19:28<11:55,  1.53it/s]
overall:  45%|████▍     | 1797/4000 [19:28<23:53,  1.54it/s]

train:  62%|██████▏   | 1797/2893 [19:28<11:52,  1.54it/s]
overall:  45%|████▍     | 1798/4000 [19:29<23:47,  1.54it/s]

train:  62%|██████▏   | 1798/2893 [19:29<11:49,  1.54it/s]
overall:  45%|████▍     | 1799/4000 [19:30<23:49,  1.54it/s]

train:  62%|██████▏   | 1799/2893 [19:30<11:50,  1.54it/s]
overall:  45%|████▌     | 1800/4000 [19:30<23:46,  1.54it/s]

train:  62%|██████▏   | 1800/2893 [19:30<11:48,  1.54it/s]
overall:  45%|████▌     | 1801/4000 [19:31<23:54,  1.53it/s]

train:  62%|██████▏   | 1801/2893 [19:31<11:52,  1.53it/s]
overall:  45%|████▌     | 1802/4000 [19:31<23:55,  1.53it/s]

train:  62%|██████▏   | 1802/2893 [19:31<11:52,  1.53it/s]
overall:  45%|████▌     | 1803/4000 [19:32<24:02,  1.52it/s]

train:  62%|██████▏   | 1803/2893 [19:32<11:55,  1.52it/s]
overall:  45%|████▌     | 1804/4000 [19:33<23:58,  1.53it/s]

train:  62%|██████▏   | 1804/2893 [19:33<11:53,  1.53it/s]
overall:  45%|████▌     | 1805/4000 [19:33<23:49,  1.54it/s]

train:  62%|██████▏   | 1805/2893 [19:33<11:48,  1.54it/s]
overall:  45%|████▌     | 1806/4000 [19:34<23:52,  1.53it/s]

train:  62%|██████▏   | 1806/2893 [19:34<11:49,  1.53it/s]
overall:  45%|████▌     | 1807/4000 [19:35<23:45,  1.54it/s]

train:  62%|██████▏   | 1807/2893 [19:35<11:45,  1.54it/s]
overall:  45%|████▌     | 1808/4000 [19:35<23:49,  1.53it/s]

train:  62%|██████▏   | 1808/2893 [19:35<11:47,  1.53it/s]
overall:  45%|████▌     | 1809/4000 [19:36<23:49,  1.53it/s]

train:  63%|██████▎   | 1809/2893 [19:36<11:47,  1.53it/s]
overall:  45%|████▌     | 1810/4000 [19:37<23:51,  1.53it/s]

train:  63%|██████▎   | 1810/2893 [19:37<11:47,  1.53it/s]
overall:  45%|████▌     | 1811/4000 [19:37<23:47,  1.53it/s]

train:  63%|██████▎   | 1811/2893 [19:37<11:45,  1.53it/s]
overall:  45%|████▌     | 1812/4000 [19:38<23:47,  1.53it/s]

train:  63%|██████▎   | 1812/2893 [19:38<11:45,  1.53it/s]
overall:  45%|████▌     | 1813/4000 [19:39<23:50,  1.53it/s]

train:  63%|██████▎   | 1813/2893 [19:39<11:46,  1.53it/s]
overall:  45%|████▌     | 1814/4000 [19:39<23:45,  1.53it/s]

train:  63%|██████▎   | 1814/2893 [19:39<11:43,  1.53it/s]
overall:  45%|████▌     | 1815/4000 [19:40<23:47,  1.53it/s]

train:  63%|██████▎   | 1815/2893 [19:40<11:44,  1.53it/s]
overall:  45%|████▌     | 1816/4000 [19:41<23:45,  1.53it/s]

train:  63%|██████▎   | 1816/2893 [19:41<11:42,  1.53it/s]
overall:  45%|████▌     | 1817/4000 [19:41<23:42,  1.53it/s]

train:  63%|██████▎   | 1817/2893 [19:41<11:41,  1.53it/s]
overall:  45%|████▌     | 1818/4000 [19:42<23:38,  1.54it/s]

train:  63%|██████▎   | 1818/2893 [19:42<11:38,  1.54it/s]
overall:  45%|████▌     | 1819/4000 [19:43<23:40,  1.54it/s]

train:  63%|██████▎   | 1819/2893 [19:43<11:39,  1.54it/s]
overall:  46%|████▌     | 1820/4000 [19:43<23:41,  1.53it/s]

train:  63%|██████▎   | 1820/2893 [19:43<11:39,  1.53it/s]
overall:  46%|████▌     | 1821/4000 [19:44<23:42,  1.53it/s]

train:  63%|██████▎   | 1821/2893 [19:44<11:39,  1.53it/s]
overall:  46%|████▌     | 1822/4000 [19:45<23:40,  1.53it/s]

train:  63%|██████▎   | 1822/2893 [19:45<11:38,  1.53it/s]
overall:  46%|████▌     | 1823/4000 [19:45<23:37,  1.54it/s]

train:  63%|██████▎   | 1823/2893 [19:45<11:36,  1.54it/s]
overall:  46%|████▌     | 1824/4000 [19:46<23:34,  1.54it/s]

train:  63%|██████▎   | 1824/2893 [19:46<11:34,  1.54it/s]
overall:  46%|████▌     | 1825/4000 [19:47<25:07,  1.44it/s]

train:  63%|██████▎   | 1825/2893 [19:47<12:20,  1.44it/s]
overall:  46%|████▌     | 1826/4000 [19:47<24:49,  1.46it/s]

train:  63%|██████▎   | 1826/2893 [19:47<12:11,  1.46it/s]
overall:  46%|████▌     | 1827/4000 [19:48<24:28,  1.48it/s]

train:  63%|██████▎   | 1827/2893 [19:48<12:00,  1.48it/s]
overall:  46%|████▌     | 1828/4000 [19:49<24:22,  1.49it/s]

train:  63%|██████▎   | 1828/2893 [19:49<11:57,  1.49it/s]
overall:  46%|████▌     | 1829/4000 [19:49<24:09,  1.50it/s]

train:  63%|██████▎   | 1829/2893 [19:49<11:50,  1.50it/s]
overall:  46%|████▌     | 1830/4000 [19:50<23:59,  1.51it/s]

train:  63%|██████▎   | 1830/2893 [19:50<11:45,  1.51it/s]
overall:  46%|████▌     | 1831/4000 [19:51<23:51,  1.52it/s]

train:  63%|██████▎   | 1831/2893 [19:51<11:40,  1.52it/s]
overall:  46%|████▌     | 1832/4000 [19:51<23:50,  1.52it/s]

train:  63%|██████▎   | 1832/2893 [19:51<11:39,  1.52it/s]
overall:  46%|████▌     | 1833/4000 [19:52<23:41,  1.52it/s]

train:  63%|██████▎   | 1833/2893 [19:52<11:35,  1.52it/s]
overall:  46%|████▌     | 1834/4000 [19:53<23:37,  1.53it/s]

train:  63%|██████▎   | 1834/2893 [19:53<11:33,  1.53it/s]
overall:  46%|████▌     | 1835/4000 [19:53<23:37,  1.53it/s]

train:  63%|██████▎   | 1835/2893 [19:53<11:32,  1.53it/s]
overall:  46%|████▌     | 1836/4000 [19:54<23:35,  1.53it/s]

train:  63%|██████▎   | 1836/2893 [19:54<11:31,  1.53it/s]
overall:  46%|████▌     | 1837/4000 [19:55<23:37,  1.53it/s]

train:  63%|██████▎   | 1837/2893 [19:54<11:31,  1.53it/s]
overall:  46%|████▌     | 1838/4000 [19:55<23:37,  1.53it/s]

train:  64%|██████▎   | 1838/2893 [19:55<11:31,  1.53it/s]
overall:  46%|████▌     | 1839/4000 [19:56<23:33,  1.53it/s]

train:  64%|██████▎   | 1839/2893 [19:56<11:29,  1.53it/s]
overall:  46%|████▌     | 1840/4000 [19:56<23:34,  1.53it/s]

train:  64%|██████▎   | 1840/2893 [19:56<11:29,  1.53it/s]
overall:  46%|████▌     | 1841/4000 [19:57<23:27,  1.53it/s]

train:  64%|██████▎   | 1841/2893 [19:57<11:25,  1.53it/s]
overall:  46%|████▌     | 1842/4000 [19:58<23:32,  1.53it/s]

train:  64%|██████▎   | 1842/2893 [19:58<11:28,  1.53it/s]
overall:  46%|████▌     | 1843/4000 [19:58<23:30,  1.53it/s]

train:  64%|██████▎   | 1843/2893 [19:58<11:26,  1.53it/s]
overall:  46%|████▌     | 1844/4000 [19:59<23:27,  1.53it/s]

train:  64%|██████▎   | 1844/2893 [19:59<11:24,  1.53it/s]
overall:  46%|████▌     | 1845/4000 [20:00<23:26,  1.53it/s]

train:  64%|██████▍   | 1845/2893 [20:00<11:24,  1.53it/s]
overall:  46%|████▌     | 1846/4000 [20:00<23:21,  1.54it/s]

train:  64%|██████▍   | 1846/2893 [20:00<11:21,  1.54it/s]
overall:  46%|████▌     | 1847/4000 [20:01<23:23,  1.53it/s]

train:  64%|██████▍   | 1847/2893 [20:01<11:22,  1.53it/s]
overall:  46%|████▌     | 1848/4000 [20:02<23:27,  1.53it/s]

train:  64%|██████▍   | 1848/2893 [20:02<11:23,  1.53it/s]
overall:  46%|████▌     | 1849/4000 [20:02<23:28,  1.53it/s]

train:  64%|██████▍   | 1849/2893 [20:02<11:23,  1.53it/s]
overall:  46%|████▋     | 1850/4000 [20:03<23:31,  1.52it/s]

train:  64%|██████▍   | 1850/2893 [20:03<11:24,  1.52it/s]
overall:  46%|████▋     | 1851/4000 [20:04<23:27,  1.53it/s]

train:  64%|██████▍   | 1851/2893 [20:04<11:22,  1.53it/s]
overall:  46%|████▋     | 1852/4000 [20:04<23:28,  1.53it/s]

train:  64%|██████▍   | 1852/2893 [20:04<11:22,  1.53it/s]
overall:  46%|████▋     | 1853/4000 [20:05<23:21,  1.53it/s]

train:  64%|██████▍   | 1853/2893 [20:05<11:18,  1.53it/s]
overall:  46%|████▋     | 1854/4000 [20:06<23:14,  1.54it/s]

train:  64%|██████▍   | 1854/2893 [20:06<11:15,  1.54it/s]
overall:  46%|████▋     | 1855/4000 [20:06<23:12,  1.54it/s]

train:  64%|██████▍   | 1855/2893 [20:06<11:13,  1.54it/s]
overall:  46%|████▋     | 1856/4000 [20:07<23:09,  1.54it/s]

train:  64%|██████▍   | 1856/2893 [20:07<11:12,  1.54it/s]
overall:  46%|████▋     | 1857/4000 [20:08<23:08,  1.54it/s]

train:  64%|██████▍   | 1857/2893 [20:08<11:11,  1.54it/s]
overall:  46%|████▋     | 1858/4000 [20:08<23:03,  1.55it/s]

train:  64%|██████▍   | 1858/2893 [20:08<11:08,  1.55it/s]
overall:  46%|████▋     | 1859/4000 [20:09<23:05,  1.55it/s]

train:  64%|██████▍   | 1859/2893 [20:09<11:09,  1.55it/s]
overall:  46%|████▋     | 1860/4000 [20:09<23:05,  1.54it/s]

train:  64%|██████▍   | 1860/2893 [20:09<11:08,  1.54it/s]
overall:  47%|████▋     | 1861/4000 [20:10<23:12,  1.54it/s]

train:  64%|██████▍   | 1861/2893 [20:10<11:11,  1.54it/s]
overall:  47%|████▋     | 1862/4000 [20:11<23:09,  1.54it/s]

train:  64%|██████▍   | 1862/2893 [20:11<11:10,  1.54it/s]
overall:  47%|████▋     | 1863/4000 [20:11<23:10,  1.54it/s]

train:  64%|██████▍   | 1863/2893 [20:11<11:10,  1.54it/s]
overall:  47%|████▋     | 1864/4000 [20:12<23:07,  1.54it/s]

train:  64%|██████▍   | 1864/2893 [20:12<11:08,  1.54it/s]
overall:  47%|████▋     | 1865/4000 [20:13<23:04,  1.54it/s]

train:  64%|██████▍   | 1865/2893 [20:13<11:06,  1.54it/s]
overall:  47%|████▋     | 1866/4000 [20:13<23:02,  1.54it/s]

train:  65%|██████▍   | 1866/2893 [20:13<11:05,  1.54it/s]
overall:  47%|████▋     | 1867/4000 [20:14<22:59,  1.55it/s]

train:  65%|██████▍   | 1867/2893 [20:14<11:03,  1.55it/s]
overall:  47%|████▋     | 1868/4000 [20:15<23:00,  1.54it/s]

train:  65%|██████▍   | 1868/2893 [20:15<11:03,  1.54it/s]
overall:  47%|████▋     | 1869/4000 [20:15<22:57,  1.55it/s]

train:  65%|██████▍   | 1869/2893 [20:15<11:02,  1.55it/s]
overall:  47%|████▋     | 1870/4000 [20:16<23:00,  1.54it/s]

train:  65%|██████▍   | 1870/2893 [20:16<11:02,  1.54it/s]
overall:  47%|████▋     | 1871/4000 [20:17<23:02,  1.54it/s]

train:  65%|██████▍   | 1871/2893 [20:17<11:03,  1.54it/s]
overall:  47%|████▋     | 1872/4000 [20:17<23:02,  1.54it/s]

train:  65%|██████▍   | 1872/2893 [20:17<11:03,  1.54it/s]
overall:  47%|████▋     | 1873/4000 [20:18<23:03,  1.54it/s]

train:  65%|██████▍   | 1873/2893 [20:18<11:03,  1.54it/s]
overall:  47%|████▋     | 1874/4000 [20:19<23:00,  1.54it/s]

train:  65%|██████▍   | 1874/2893 [20:19<11:01,  1.54it/s]
overall:  47%|████▋     | 1875/4000 [20:19<23:00,  1.54it/s]

train:  65%|██████▍   | 1875/2893 [20:19<11:01,  1.54it/s]
overall:  47%|████▋     | 1876/4000 [20:20<23:03,  1.54it/s]

train:  65%|██████▍   | 1876/2893 [20:20<11:02,  1.54it/s]
overall:  47%|████▋     | 1877/4000 [20:21<22:55,  1.54it/s]

train:  65%|██████▍   | 1877/2893 [20:21<10:58,  1.54it/s]
overall:  47%|████▋     | 1878/4000 [20:21<22:52,  1.55it/s]

train:  65%|██████▍   | 1878/2893 [20:21<10:56,  1.55it/s]
overall:  47%|████▋     | 1879/4000 [20:22<22:53,  1.54it/s]

train:  65%|██████▍   | 1879/2893 [20:22<10:56,  1.54it/s]
overall:  47%|████▋     | 1880/4000 [20:22<22:59,  1.54it/s]

train:  65%|██████▍   | 1880/2893 [20:22<10:59,  1.54it/s]
overall:  47%|████▋     | 1881/4000 [20:23<22:58,  1.54it/s]

train:  65%|██████▌   | 1881/2893 [20:23<10:58,  1.54it/s]
overall:  47%|████▋     | 1882/4000 [20:24<22:53,  1.54it/s]

train:  65%|██████▌   | 1882/2893 [20:24<10:55,  1.54it/s]
overall:  47%|████▋     | 1883/4000 [20:24<22:51,  1.54it/s]

train:  65%|██████▌   | 1883/2893 [20:24<10:54,  1.54it/s]
overall:  47%|████▋     | 1884/4000 [20:25<22:52,  1.54it/s]

train:  65%|██████▌   | 1884/2893 [20:25<10:54,  1.54it/s]
overall:  47%|████▋     | 1885/4000 [20:26<22:55,  1.54it/s]

train:  65%|██████▌   | 1885/2893 [20:26<10:55,  1.54it/s]
overall:  47%|████▋     | 1886/4000 [20:26<22:54,  1.54it/s]

train:  65%|██████▌   | 1886/2893 [20:26<10:54,  1.54it/s]
overall:  47%|████▋     | 1887/4000 [20:27<22:54,  1.54it/s]

train:  65%|██████▌   | 1887/2893 [20:27<10:54,  1.54it/s]
overall:  47%|████▋     | 1888/4000 [20:28<22:50,  1.54it/s]

train:  65%|██████▌   | 1888/2893 [20:28<10:52,  1.54it/s]
overall:  47%|████▋     | 1889/4000 [20:28<22:47,  1.54it/s]

train:  65%|██████▌   | 1889/2893 [20:28<10:50,  1.54it/s]
overall:  47%|████▋     | 1890/4000 [20:29<22:48,  1.54it/s]

train:  65%|██████▌   | 1890/2893 [20:29<10:50,  1.54it/s]
overall:  47%|████▋     | 1891/4000 [20:30<22:47,  1.54it/s]

train:  65%|██████▌   | 1891/2893 [20:30<10:49,  1.54it/s]
overall:  47%|████▋     | 1892/4000 [20:30<22:48,  1.54it/s]

train:  65%|██████▌   | 1892/2893 [20:30<10:49,  1.54it/s]
overall:  47%|████▋     | 1893/4000 [20:31<22:48,  1.54it/s]

train:  65%|██████▌   | 1893/2893 [20:31<10:49,  1.54it/s]
overall:  47%|████▋     | 1894/4000 [20:32<22:45,  1.54it/s]

train:  65%|██████▌   | 1894/2893 [20:32<10:47,  1.54it/s]
overall:  47%|████▋     | 1895/4000 [20:32<22:41,  1.55it/s]

train:  66%|██████▌   | 1895/2893 [20:32<10:45,  1.55it/s]
overall:  47%|████▋     | 1896/4000 [20:33<22:45,  1.54it/s]

train:  66%|██████▌   | 1896/2893 [20:33<10:47,  1.54it/s]
overall:  47%|████▋     | 1897/4000 [20:34<22:48,  1.54it/s]

train:  66%|██████▌   | 1897/2893 [20:33<10:48,  1.54it/s]
overall:  47%|████▋     | 1898/4000 [20:34<22:45,  1.54it/s]

train:  66%|██████▌   | 1898/2893 [20:34<10:46,  1.54it/s]
overall:  47%|████▋     | 1899/4000 [20:35<22:45,  1.54it/s]

train:  66%|██████▌   | 1899/2893 [20:35<10:46,  1.54it/s]
overall:  48%|████▊     | 1900/4000 [20:35<22:44,  1.54it/s]

train:  66%|██████▌   | 1900/2893 [20:35<10:45,  1.54it/s]
overall:  48%|████▊     | 1901/4000 [20:36<22:45,  1.54it/s]

train:  66%|██████▌   | 1901/2893 [20:36<10:45,  1.54it/s]
overall:  48%|████▊     | 1902/4000 [20:37<22:50,  1.53it/s]

train:  66%|██████▌   | 1902/2893 [20:37<10:47,  1.53it/s]
overall:  48%|████▊     | 1903/4000 [20:37<22:48,  1.53it/s]

train:  66%|██████▌   | 1903/2893 [20:37<10:46,  1.53it/s]
overall:  48%|████▊     | 1904/4000 [20:38<22:49,  1.53it/s]

train:  66%|██████▌   | 1904/2893 [20:38<10:46,  1.53it/s]
overall:  48%|████▊     | 1905/4000 [20:39<22:43,  1.54it/s]

train:  66%|██████▌   | 1905/2893 [20:39<10:42,  1.54it/s]
overall:  48%|████▊     | 1906/4000 [20:39<22:41,  1.54it/s]

train:  66%|██████▌   | 1906/2893 [20:39<10:41,  1.54it/s]
overall:  48%|████▊     | 1907/4000 [20:40<22:46,  1.53it/s]

train:  66%|██████▌   | 1907/2893 [20:40<10:43,  1.53it/s]
overall:  48%|████▊     | 1908/4000 [20:41<22:42,  1.54it/s]

train:  66%|██████▌   | 1908/2893 [20:41<10:41,  1.54it/s]
overall:  48%|████▊     | 1909/4000 [20:41<22:46,  1.53it/s]

train:  66%|██████▌   | 1909/2893 [20:41<10:43,  1.53it/s]
overall:  48%|████▊     | 1910/4000 [20:42<22:43,  1.53it/s]

train:  66%|██████▌   | 1910/2893 [20:42<10:41,  1.53it/s]
overall:  48%|████▊     | 1911/4000 [20:43<22:43,  1.53it/s]

train:  66%|██████▌   | 1911/2893 [20:43<10:40,  1.53it/s]
overall:  48%|████▊     | 1912/4000 [20:43<22:43,  1.53it/s]

train:  66%|██████▌   | 1912/2893 [20:43<10:40,  1.53it/s]
overall:  48%|████▊     | 1913/4000 [20:44<22:41,  1.53it/s]

train:  66%|██████▌   | 1913/2893 [20:44<10:39,  1.53it/s]
overall:  48%|████▊     | 1914/4000 [20:45<22:35,  1.54it/s]

train:  66%|██████▌   | 1914/2893 [20:45<10:36,  1.54it/s]
overall:  48%|████▊     | 1915/4000 [20:45<22:33,  1.54it/s]

train:  66%|██████▌   | 1915/2893 [20:45<10:34,  1.54it/s]
overall:  48%|████▊     | 1916/4000 [20:46<22:29,  1.54it/s]

train:  66%|██████▌   | 1916/2893 [20:46<10:32,  1.54it/s]
overall:  48%|████▊     | 1917/4000 [20:47<22:27,  1.55it/s]

train:  66%|██████▋   | 1917/2893 [20:47<10:31,  1.55it/s]
overall:  48%|████▊     | 1918/4000 [20:47<22:25,  1.55it/s]

train:  66%|██████▋   | 1918/2893 [20:47<10:30,  1.55it/s]
overall:  48%|████▊     | 1919/4000 [20:48<22:29,  1.54it/s]

train:  66%|██████▋   | 1919/2893 [20:48<10:31,  1.54it/s]
overall:  48%|████▊     | 1920/4000 [20:48<22:32,  1.54it/s]

train:  66%|██████▋   | 1920/2893 [20:48<10:32,  1.54it/s]
overall:  48%|████▊     | 1921/4000 [20:49<22:37,  1.53it/s]

train:  66%|██████▋   | 1921/2893 [20:49<10:34,  1.53it/s]
overall:  48%|████▊     | 1922/4000 [20:50<22:34,  1.53it/s]

train:  66%|██████▋   | 1922/2893 [20:50<10:32,  1.53it/s]
overall:  48%|████▊     | 1923/4000 [20:50<22:32,  1.54it/s]

train:  66%|██████▋   | 1923/2893 [20:50<10:31,  1.54it/s]
overall:  48%|████▊     | 1924/4000 [20:51<22:28,  1.54it/s]

train:  67%|██████▋   | 1924/2893 [20:51<10:29,  1.54it/s]
overall:  48%|████▊     | 1925/4000 [20:52<22:26,  1.54it/s]

train:  67%|██████▋   | 1925/2893 [20:52<10:28,  1.54it/s]
overall:  48%|████▊     | 1926/4000 [20:52<22:25,  1.54it/s]

train:  67%|██████▋   | 1926/2893 [20:52<10:27,  1.54it/s]
overall:  48%|████▊     | 1927/4000 [20:53<22:20,  1.55it/s]

train:  67%|██████▋   | 1927/2893 [20:53<10:24,  1.55it/s]
overall:  48%|████▊     | 1928/4000 [20:54<22:22,  1.54it/s]

train:  67%|██████▋   | 1928/2893 [20:54<10:25,  1.54it/s]
overall:  48%|████▊     | 1929/4000 [20:54<22:20,  1.54it/s]

train:  67%|██████▋   | 1929/2893 [20:54<10:24,  1.54it/s]
overall:  48%|████▊     | 1930/4000 [20:55<22:22,  1.54it/s]

train:  67%|██████▋   | 1930/2893 [20:55<10:24,  1.54it/s]
overall:  48%|████▊     | 1931/4000 [20:56<22:24,  1.54it/s]

train:  67%|██████▋   | 1931/2893 [20:56<10:24,  1.54it/s]
overall:  48%|████▊     | 1932/4000 [20:56<22:23,  1.54it/s]

train:  67%|██████▋   | 1932/2893 [20:56<10:24,  1.54it/s]
overall:  48%|████▊     | 1933/4000 [20:57<22:25,  1.54it/s]

train:  67%|██████▋   | 1933/2893 [20:57<10:24,  1.54it/s]
overall:  48%|████▊     | 1934/4000 [20:58<22:26,  1.53it/s]

train:  67%|██████▋   | 1934/2893 [20:58<10:24,  1.53it/s]
overall:  48%|████▊     | 1935/4000 [20:58<22:24,  1.54it/s]

train:  67%|██████▋   | 1935/2893 [20:58<10:23,  1.54it/s]
overall:  48%|████▊     | 1936/4000 [20:59<22:25,  1.53it/s]

train:  67%|██████▋   | 1936/2893 [20:59<10:23,  1.53it/s]
overall:  48%|████▊     | 1937/4000 [21:00<22:24,  1.53it/s]

train:  67%|██████▋   | 1937/2893 [21:00<10:23,  1.53it/s]
overall:  48%|████▊     | 1938/4000 [21:00<22:18,  1.54it/s]

train:  67%|██████▋   | 1938/2893 [21:00<10:20,  1.54it/s]
overall:  48%|████▊     | 1939/4000 [21:01<22:15,  1.54it/s]

train:  67%|██████▋   | 1939/2893 [21:01<10:18,  1.54it/s]
overall:  48%|████▊     | 1940/4000 [21:01<22:14,  1.54it/s]

train:  67%|██████▋   | 1940/2893 [21:01<10:17,  1.54it/s]
overall:  49%|████▊     | 1941/4000 [21:02<22:13,  1.54it/s]

train:  67%|██████▋   | 1941/2893 [21:02<10:16,  1.54it/s]
overall:  49%|████▊     | 1942/4000 [21:03<22:15,  1.54it/s]

train:  67%|██████▋   | 1942/2893 [21:03<10:16,  1.54it/s]
overall:  49%|████▊     | 1943/4000 [21:03<22:18,  1.54it/s]

train:  67%|██████▋   | 1943/2893 [21:03<10:17,  1.54it/s]
overall:  49%|████▊     | 1944/4000 [21:04<22:18,  1.54it/s]

train:  67%|██████▋   | 1944/2893 [21:04<10:17,  1.54it/s]
overall:  49%|████▊     | 1945/4000 [21:05<22:20,  1.53it/s]

train:  67%|██████▋   | 1945/2893 [21:05<10:18,  1.53it/s]
overall:  49%|████▊     | 1946/4000 [21:05<22:18,  1.53it/s]

train:  67%|██████▋   | 1946/2893 [21:05<10:17,  1.53it/s]
overall:  49%|████▊     | 1947/4000 [21:06<22:18,  1.53it/s]

train:  67%|██████▋   | 1947/2893 [21:06<10:16,  1.53it/s]
overall:  49%|████▊     | 1948/4000 [21:07<22:16,  1.54it/s]

train:  67%|██████▋   | 1948/2893 [21:07<10:15,  1.54it/s]
overall:  49%|████▊     | 1949/4000 [21:07<22:18,  1.53it/s]

train:  67%|██████▋   | 1949/2893 [21:07<10:16,  1.53it/s]
overall:  49%|████▉     | 1950/4000 [21:08<22:19,  1.53it/s]

train:  67%|██████▋   | 1950/2893 [21:08<10:16,  1.53it/s]
overall:  49%|████▉     | 1951/4000 [21:09<22:15,  1.53it/s]

train:  67%|██████▋   | 1951/2893 [21:09<10:13,  1.53it/s]
overall:  49%|████▉     | 1952/4000 [21:09<22:18,  1.53it/s]

train:  67%|██████▋   | 1952/2893 [21:09<10:14,  1.53it/s]
overall:  49%|████▉     | 1953/4000 [21:10<22:14,  1.53it/s]

train:  68%|██████▊   | 1953/2893 [21:10<10:12,  1.53it/s]
overall:  49%|████▉     | 1954/4000 [21:11<22:09,  1.54it/s]

train:  68%|██████▊   | 1954/2893 [21:11<10:10,  1.54it/s]
overall:  49%|████▉     | 1955/4000 [21:11<22:06,  1.54it/s]

train:  68%|██████▊   | 1955/2893 [21:11<10:08,  1.54it/s]
overall:  49%|████▉     | 1956/4000 [21:12<22:07,  1.54it/s]

train:  68%|██████▊   | 1956/2893 [21:12<10:08,  1.54it/s]
overall:  49%|████▉     | 1957/4000 [21:13<22:17,  1.53it/s]

train:  68%|██████▊   | 1957/2893 [21:13<10:12,  1.53it/s]
overall:  49%|████▉     | 1958/4000 [21:13<22:13,  1.53it/s]

train:  68%|██████▊   | 1958/2893 [21:13<10:10,  1.53it/s]
overall:  49%|████▉     | 1959/4000 [21:14<22:14,  1.53it/s]

train:  68%|██████▊   | 1959/2893 [21:14<10:10,  1.53it/s]
overall:  49%|████▉     | 1960/4000 [21:14<22:10,  1.53it/s]

train:  68%|██████▊   | 1960/2893 [21:14<10:08,  1.53it/s]
overall:  49%|████▉     | 1961/4000 [21:15<22:07,  1.54it/s]

train:  68%|██████▊   | 1961/2893 [21:15<10:06,  1.54it/s]
overall:  49%|████▉     | 1962/4000 [21:16<22:11,  1.53it/s]

train:  68%|██████▊   | 1962/2893 [21:16<10:08,  1.53it/s]
overall:  49%|████▉     | 1963/4000 [21:16<22:11,  1.53it/s]

train:  68%|██████▊   | 1963/2893 [21:16<10:07,  1.53it/s]
overall:  49%|████▉     | 1964/4000 [21:17<22:05,  1.54it/s]

train:  68%|██████▊   | 1964/2893 [21:17<10:04,  1.54it/s]
overall:  49%|████▉     | 1965/4000 [21:18<22:02,  1.54it/s]

train:  68%|██████▊   | 1965/2893 [21:18<10:02,  1.54it/s]
overall:  49%|████▉     | 1966/4000 [21:18<22:02,  1.54it/s]

train:  68%|██████▊   | 1966/2893 [21:18<10:02,  1.54it/s]
overall:  49%|████▉     | 1967/4000 [21:19<22:03,  1.54it/s]

train:  68%|██████▊   | 1967/2893 [21:19<10:02,  1.54it/s]
overall:  49%|████▉     | 1968/4000 [21:20<22:06,  1.53it/s]

train:  68%|██████▊   | 1968/2893 [21:20<10:04,  1.53it/s]
overall:  49%|████▉     | 1969/4000 [21:20<22:08,  1.53it/s]

train:  68%|██████▊   | 1969/2893 [21:20<10:04,  1.53it/s]
overall:  49%|████▉     | 1970/4000 [21:21<22:12,  1.52it/s]

train:  68%|██████▊   | 1970/2893 [21:21<10:05,  1.52it/s]
overall:  49%|████▉     | 1971/4000 [21:22<22:11,  1.52it/s]

train:  68%|██████▊   | 1971/2893 [21:22<10:05,  1.52it/s]
overall:  49%|████▉     | 1972/4000 [21:22<22:12,  1.52it/s]

train:  68%|██████▊   | 1972/2893 [21:22<10:05,  1.52it/s]
overall:  49%|████▉     | 1973/4000 [21:23<22:08,  1.53it/s]

train:  68%|██████▊   | 1973/2893 [21:23<10:03,  1.53it/s]
overall:  49%|████▉     | 1974/4000 [21:24<22:04,  1.53it/s]

train:  68%|██████▊   | 1974/2893 [21:24<10:00,  1.53it/s]
overall:  49%|████▉     | 1975/4000 [21:24<22:08,  1.52it/s]

train:  68%|██████▊   | 1975/2893 [21:24<10:02,  1.52it/s]
overall:  49%|████▉     | 1976/4000 [21:25<22:08,  1.52it/s]

train:  68%|██████▊   | 1976/2893 [21:25<10:01,  1.52it/s]
overall:  49%|████▉     | 1977/4000 [21:26<22:05,  1.53it/s]

train:  68%|██████▊   | 1977/2893 [21:26<10:00,  1.53it/s]
overall:  49%|████▉     | 1978/4000 [21:26<22:02,  1.53it/s]

train:  68%|██████▊   | 1978/2893 [21:26<09:58,  1.53it/s]
overall:  49%|████▉     | 1979/4000 [21:27<22:00,  1.53it/s]

train:  68%|██████▊   | 1979/2893 [21:27<09:57,  1.53it/s]
overall:  50%|████▉     | 1980/4000 [21:28<22:03,  1.53it/s]

train:  68%|██████▊   | 1980/2893 [21:28<09:58,  1.53it/s]
overall:  50%|████▉     | 1981/4000 [21:28<22:05,  1.52it/s]

train:  68%|██████▊   | 1981/2893 [21:28<09:58,  1.52it/s]
overall:  50%|████▉     | 1982/4000 [21:29<22:04,  1.52it/s]

train:  69%|██████▊   | 1982/2893 [21:29<09:57,  1.52it/s]
overall:  50%|████▉     | 1983/4000 [21:30<22:02,  1.52it/s]

train:  69%|██████▊   | 1983/2893 [21:30<09:56,  1.52it/s]
overall:  50%|████▉     | 1984/4000 [21:30<22:04,  1.52it/s]

train:  69%|██████▊   | 1984/2893 [21:30<09:57,  1.52it/s]
overall:  50%|████▉     | 1985/4000 [21:31<22:00,  1.53it/s]

train:  69%|██████▊   | 1985/2893 [21:31<09:54,  1.53it/s]
overall:  50%|████▉     | 1986/4000 [21:32<21:59,  1.53it/s]

train:  69%|██████▊   | 1986/2893 [21:32<09:54,  1.53it/s]
overall:  50%|████▉     | 1987/4000 [21:32<21:54,  1.53it/s]

train:  69%|██████▊   | 1987/2893 [21:32<09:51,  1.53it/s]
overall:  50%|████▉     | 1988/4000 [21:33<21:56,  1.53it/s]

train:  69%|██████▊   | 1988/2893 [21:33<09:52,  1.53it/s]
overall:  50%|████▉     | 1989/4000 [21:33<21:53,  1.53it/s]

train:  69%|██████▉   | 1989/2893 [21:33<09:50,  1.53it/s]
overall:  50%|████▉     | 1990/4000 [21:34<21:51,  1.53it/s]

train:  69%|██████▉   | 1990/2893 [21:34<09:49,  1.53it/s]
overall:  50%|████▉     | 1991/4000 [21:35<21:55,  1.53it/s]

train:  69%|██████▉   | 1991/2893 [21:35<09:50,  1.53it/s]
overall:  50%|████▉     | 1992/4000 [21:35<21:54,  1.53it/s]

train:  69%|██████▉   | 1992/2893 [21:35<09:49,  1.53it/s]
overall:  50%|████▉     | 1993/4000 [21:36<21:54,  1.53it/s]

train:  69%|██████▉   | 1993/2893 [21:36<09:49,  1.53it/s]
overall:  50%|████▉     | 1994/4000 [21:37<21:51,  1.53it/s]

train:  69%|██████▉   | 1994/2893 [21:37<09:47,  1.53it/s]
overall:  50%|████▉     | 1995/4000 [21:37<21:51,  1.53it/s]

train:  69%|██████▉   | 1995/2893 [21:37<09:47,  1.53it/s]
overall:  50%|████▉     | 1996/4000 [21:38<21:49,  1.53it/s]

train:  69%|██████▉   | 1996/2893 [21:38<09:45,  1.53it/s]
overall:  50%|████▉     | 1997/4000 [21:39<21:49,  1.53it/s]

train:  69%|██████▉   | 1997/2893 [21:39<09:45,  1.53it/s]
overall:  50%|████▉     | 1998/4000 [21:39<21:46,  1.53it/s]

train:  69%|██████▉   | 1998/2893 [21:39<09:44,  1.53it/s]
overall:  50%|████▉     | 1999/4000 [21:40<21:41,  1.54it/s]

train:  69%|██████▉   | 1999/2893 [21:40<09:41,  1.54it/s]train loss: 4.801563739776611
train acc: 0.010999999940395355
train loss: 4.548401832580566
train acc: 0.007000000216066837
train loss: 4.412329196929932
train acc: 0.035999998450279236
train loss: 4.230306148529053
train acc: 0.03999999910593033
train loss: 4.039838790893555
train acc: 0.05999999865889549
train loss: 3.8718326091766357
train acc: 0.06599999964237213
train loss: 3.7176308631896973
train acc: 0.07500000298023224
train loss: 3.531224012374878
train acc: 0.09200000017881393
train loss: 3.4710705280303955
train acc: 0.10599999874830246
train loss: 3.361478805541992
train acc: 0.13099999725818634
train loss: 3.3113231658935547
train acc: 0.12099999934434891
train loss: 3.208364963531494
train acc: 0.12700000405311584
train loss: 3.1321401596069336
train acc: 0.15399999916553497
train loss: 3.108994960784912
train acc: 0.17599999904632568
train loss: 3.054084300994873
train acc: 0.16899999976158142
train loss: 3.0285110473632812
train acc: 0.1979999989271164
train loss: 2.9292662143707275
train acc: 0.2160000056028366
train loss: 2.8659019470214844
train acc: 0.2240000069141388
train loss: 2.7504632472991943
train acc: 0.2329999953508377
train loss: 2.780465602874756
train acc: 0.2070000022649765
train loss: 2.712231397628784
train acc: 0.2549999952316284
train loss: 2.578275203704834
train acc: 0.30799999833106995
train loss: 2.597975254058838
train acc: 0.29600000381469727
train loss: 2.6038331985473633
train acc: 0.26899999380111694
train loss: 2.453897714614868
train acc: 0.2770000100135803
train loss: 2.486483097076416
train acc: 0.3019999861717224
train loss: 2.441865921020508
train acc: 0.3400000035762787
train loss: 2.336719512939453
train acc: 0.3319999873638153
train loss: 2.416210174560547
train acc: 0.30799999833106995
train loss: 2.346998691558838
train acc: 0.3400000035762787
train loss: 2.3235480785369873
train acc: 0.33000001311302185
train loss: 2.238823652267456
train acc: 0.36500000953674316
train loss: 2.250143051147461
train acc: 0.3659999966621399
train loss: 2.208683729171753
train acc: 0.3700000047683716
train loss: 2.2653584480285645
train acc: 0.335999995470047
train loss: 2.1263813972473145
train acc: 0.4129999876022339
train loss: 2.175149440765381
train acc: 0.4090000092983246
train loss: 2.0956168174743652
train acc: 0.4020000100135803
train loss: 2.181943416595459
train acc: 0.38199999928474426
train loss: 2.1663107872009277
train acc: 0.3930000066757202
train loss: 2.0654172897338867
train acc: 0.4180000126361847
train loss: 2.0751819610595703
train acc: 0.4000000059604645
train loss: 1.9489295482635498
train acc: 0.46000000834465027
train loss: 2.015713930130005
train acc: 0.41600000858306885
train loss: 2.025818109512329
train acc: 0.4129999876022339
train loss: 2.0316309928894043
train acc: 0.40799999237060547
train loss: 1.946276307106018
train acc: 0.43299999833106995
train loss: 1.921344518661499
train acc: 0.4339999854564667
train loss: 1.9749066829681396
train acc: 0.4390000104904175
train loss: 1.9198108911514282
train acc: 0.4480000138282776
train loss: 1.9465465545654297
train acc: 0.45100000500679016
train loss: 1.9206123352050781
train acc: 0.46399998664855957
train loss: 1.8368200063705444
train acc: 0.4830000102519989
train loss: 1.8557465076446533
train acc: 0.46799999475479126
train loss: 1.9181381464004517
train acc: 0.45500001311302185
train loss: 1.8540407419204712
train acc: 0.4560000002384186
train loss: 1.8454910516738892
train acc: 0.4819999933242798
train loss: 1.8381969928741455
train acc: 0.4620000123977661
train loss: 1.7489807605743408
train acc: 0.48899999260902405
train loss: 1.8189274072647095
train acc: 0.4790000021457672
train loss: 1.8597180843353271
train acc: 0.47600001096725464
train loss: 1.8771690130233765
train acc: 0.47600001096725464
train loss: 1.764733076095581
train acc: 0.5109999775886536
train loss: 1.7764476537704468
train acc: 0.492000013589859
train loss: 1.7755628824234009
train acc: 0.5019999742507935
train loss: 1.6878646612167358
train acc: 0.5090000033378601
train loss: 1.6797187328338623
train acc: 0.5180000066757202
train loss: 1.8184763193130493
train acc: 0.4860000014305115
train loss: 1.7187830209732056
train acc: 0.5230000019073486
train loss: 1.697998285293579
train acc: 0.5149999856948853
train loss: 1.8057769536972046
train acc: 0.49000000953674316
train loss: 1.7973577976226807
train acc: 0.5
train loss: 1.6474946737289429
train acc: 0.5170000195503235
train loss: 1.6950372457504272
train acc: 0.49900001287460327
train loss: 1.7031886577606201
train acc: 0.5419999957084656
train loss: 1.6961498260498047
train acc: 0.5400000214576721
train loss: 1.6536623239517212
train acc: 0.5329999923706055
train loss: 1.7019246816635132
train acc: 0.5070000290870667
train loss: 1.551933765411377
train acc: 0.5630000233650208
train loss: 1.6268424987792969
train acc: 0.5360000133514404
train loss: 1.6491657495498657
train acc: 0.5260000228881836
train loss: 1.6256582736968994
train acc: 0.5099999904632568
train loss: 1.6474199295043945
train acc: 0.5490000247955322
train loss: 1.5694124698638916
train acc: 0.578000009059906
train loss: 1.6208131313323975
train acc: 0.5659999847412109
train loss: 1.5407371520996094
train acc: 0.5699999928474426
train loss: 1.568594217300415
train acc: 0.5540000200271606
train loss: 1.6088720560073853
train acc: 0.5479999780654907
train loss: 1.543860912322998
train acc: 0.5559999942779541
train loss: 1.6232258081436157
train acc: 0.5600000023841858
train loss: 1.6241300106048584
train acc: 0.5699999928474426
train loss: 1.6947011947631836
train acc: 0.5389999747276306
train loss: 1.5501561164855957
train acc: 0.5690000057220459
train loss: 1.6178767681121826
train acc: 0.5580000281333923
train loss: 1.6324987411499023
train acc: 0.5550000071525574
train loss: 1.6322320699691772
train acc: 0.5600000023841858
train loss: 1.5396119356155396
train acc: 0.5709999799728394
train loss: 1.5710500478744507
train acc: 0.5659999847412109
train loss: 1.489532470703125
train acc: 0.5879999995231628
train loss: 1.4035568237304688
train acc: 0.6069999933242798
train loss: 1.5100773572921753
train acc: 0.5860000252723694
train loss: 1.5160839557647705
train acc: 0.621999979019165
train loss: 1.4897232055664062
train acc: 0.5690000057220459
train loss: 1.5555994510650635
train acc: 0.625
train loss: 1.3674684762954712
train acc: 0.6169999837875366
train loss: 1.3914415836334229
train acc: 0.5979999899864197
train loss: 1.4473832845687866
train acc: 0.597000002861023
train loss: 1.4475820064544678
train acc: 0.6129999756813049
train loss: 1.452239990234375
train acc: 0.6050000190734863
train loss: 1.4424912929534912
train acc: 0.6140000224113464
train loss: 1.3811858892440796
train acc: 0.6179999709129333
train loss: 1.4547096490859985
train acc: 0.6119999885559082
train loss: 1.438694715499878
train acc: 0.6240000128746033
train loss: 1.4140360355377197
train acc: 0.5960000157356262
train loss: 1.364832878112793
train acc: 0.6119999885559082
train loss: 1.4920315742492676
train acc: 0.5899999737739563
train loss: 1.3468354940414429
train acc: 0.6380000114440918
train loss: 1.4118173122406006
train acc: 0.6140000224113464
train loss: 1.321738600730896
train acc: 0.6430000066757202
train loss: 1.4073845148086548
train acc: 0.625
train loss: 1.3708597421646118
train acc: 0.6420000195503235
train loss: 1.4201328754425049
train acc: 0.6150000095367432
train loss: 1.3589149713516235
train acc: 0.6549999713897705
train loss: 1.3480446338653564
train acc: 0.621999979019165
train loss: 1.4106132984161377
train acc: 0.6140000224113464
train loss: 1.413874864578247
train acc: 0.6050000190734863
train loss: 1.412783145904541
train acc: 0.6179999709129333
train loss: 1.4186660051345825
train acc: 0.6380000114440918
train loss: 1.3013437986373901
train acc: 0.6579999923706055
train loss: 1.3884330987930298
train acc: 0.6430000066757202
train loss: 1.408198356628418
train acc: 0.5979999899864197
train loss: 1.3204965591430664
train acc: 0.6470000147819519
train loss: 1.322002649307251
train acc: 0.6570000052452087
train loss: 1.334638237953186
train acc: 0.6449999809265137
train loss: 1.330329179763794
train acc: 0.6480000019073486
train loss: 1.297220230102539
train acc: 0.671999990940094
train loss: 1.30007803440094
train acc: 0.6539999842643738
train loss: 1.3595588207244873
train acc: 0.6230000257492065
train loss: 1.344494104385376
train acc: 0.640999972820282
train loss: 1.3027979135513306
train acc: 0.6439999938011169
train loss: 1.2596797943115234
train acc: 0.6359999775886536
train loss: 1.3876553773880005
train acc: 0.6259999871253967
train loss: 1.3641669750213623
train acc: 0.6570000052452087
train loss: 1.4626474380493164
train acc: 0.6259999871253967
train loss: 1.2406933307647705
train acc: 0.6970000267028809
train loss: 1.3113714456558228
train acc: 0.6600000262260437
train loss: 1.2990643978118896
train acc: 0.6629999876022339
train loss: 1.2692210674285889
train acc: 0.675000011920929
train loss: 1.3242528438568115
train acc: 0.6669999957084656
train loss: 1.3154830932617188
train acc: 0.6389999985694885
train loss: 1.266522765159607
train acc: 0.6729999780654907
train loss: 1.3169071674346924
train acc: 0.6620000004768372
train loss: 1.3428101539611816
train acc: 0.6470000147819519
train loss: 1.2754085063934326
train acc: 0.6690000295639038
train loss: 1.2454110383987427
train acc: 0.6840000152587891
train loss: 1.3222136497497559
train acc: 0.6700000166893005
train loss: 1.2058535814285278
train acc: 0.6940000057220459
train loss: 1.2434558868408203
train acc: 0.6650000214576721
train loss: 1.297305703163147
train acc: 0.6650000214576721
train loss: 1.1964733600616455
train acc: 0.6830000281333923
train loss: 1.2897793054580688
train acc: 0.6809999942779541
train loss: 1.2058508396148682
train acc: 0.6819999814033508
train loss: 1.252610445022583
train acc: 0.6600000262260437
train loss: 1.1878494024276733
train acc: 0.6809999942779541
train loss: 1.2990351915359497
train acc: 0.6669999957084656
train loss: 1.2619445323944092
train acc: 0.6869999766349792
train loss: 1.2189757823944092
train acc: 0.6629999876022339
train loss: 1.3327322006225586
train acc: 0.6710000038146973
train loss: 1.1565195322036743
train acc: 0.6930000185966492
train loss: 1.2617771625518799
train acc: 0.6740000247955322
train loss: 1.214483618736267
train acc: 0.6859999895095825
train loss: 1.2851049900054932
train acc: 0.6990000009536743
train loss: 1.2209739685058594
train acc: 0.6819999814033508
train loss: 1.302254319190979
train acc: 0.6690000295639038
train loss: 1.2358109951019287
train acc: 0.6710000038146973
train loss: 1.2167770862579346
train acc: 0.6859999895095825
train loss: 1.1517571210861206
train acc: 0.6970000267028809
train loss: 1.1817039251327515
train acc: 0.7080000042915344
train loss: 1.1220649480819702
train acc: 0.7120000123977661
train loss: 1.27047860622406
train acc: 0.6740000247955322
train loss: 1.1193597316741943
train acc: 0.7129999995231628
train loss: 1.2920842170715332
train acc: 0.6620000004768372
train loss: 1.1894845962524414
train acc: 0.7120000123977661
train loss: 1.1624619960784912
train acc: 0.6949999928474426
train loss: 1.2379230260849
train acc: 0.6800000071525574
train loss: 1.090090036392212
train acc: 0.7200000286102295
train loss: 1.236973524093628
train acc: 0.6880000233650208
train loss: 1.2248687744140625
train acc: 0.6779999732971191
train loss: 1.207140564918518
train acc: 0.6859999895095825
train loss: 1.1379826068878174
train acc: 0.7149999737739563
train loss: 1.1880755424499512
train acc: 0.7070000171661377
train loss: 1.1136751174926758
train acc: 0.7129999995231628
train loss: 1.2196571826934814
train acc: 0.6790000200271606
train loss: 1.207300066947937
train acc: 0.6899999976158142
train loss: 1.1557108163833618
train acc: 0.7049999833106995
train loss: 1.1768395900726318
train acc: 0.699999988079071
train loss: 1.148903489112854
train acc: 0.7009999752044678
train loss: 1.2144557237625122
train acc: 0.6819999814033508
train loss: 1.1133277416229248
train acc: 0.7160000205039978
train loss: 1.159674882888794
train acc: 0.6990000009536743



test:   0%|          | 0/41 [00:00<?, ?it/s]


test:   2%|▏         | 1/41 [00:01<00:55,  1.38s/it]


test:   5%|▍         | 2/41 [00:02<00:36,  1.07it/s]


test:   7%|▋         | 3/41 [00:02<00:29,  1.27it/s]


test:  10%|▉         | 4/41 [00:03<00:26,  1.39it/s]


test:  12%|█▏        | 5/41 [00:03<00:24,  1.47it/s]


test:  15%|█▍        | 6/41 [00:04<00:22,  1.52it/s]


test:  17%|█▋        | 7/41 [00:05<00:21,  1.56it/s]


test:  20%|█▉        | 8/41 [00:05<00:20,  1.59it/s]


test:  22%|██▏       | 9/41 [00:06<00:19,  1.61it/s]


test:  24%|██▍       | 10/41 [00:06<00:19,  1.62it/s]


test:  27%|██▋       | 11/41 [00:07<00:18,  1.63it/s]


test:  29%|██▉       | 12/41 [00:08<00:17,  1.64it/s]


test:  32%|███▏      | 13/41 [00:08<00:17,  1.61it/s]


test:  34%|███▍      | 14/41 [00:09<00:16,  1.62it/s]


test:  37%|███▋      | 15/41 [00:09<00:16,  1.62it/s]


test:  39%|███▉      | 16/41 [00:10<00:15,  1.62it/s]


test:  41%|████▏     | 17/41 [00:11<00:14,  1.63it/s]


test:  44%|████▍     | 18/41 [00:11<00:14,  1.63it/s]


test:  46%|████▋     | 19/41 [00:12<00:13,  1.63it/s]


test:  49%|████▉     | 20/41 [00:13<00:12,  1.63it/s]


test:  51%|█████     | 21/41 [00:13<00:12,  1.63it/s]


test:  54%|█████▎    | 22/41 [00:14<00:11,  1.63it/s]


test:  56%|█████▌    | 23/41 [00:14<00:11,  1.63it/s]


test:  59%|█████▊    | 24/41 [00:15<00:10,  1.64it/s]


test:  61%|██████    | 25/41 [00:16<00:09,  1.63it/s]


test:  63%|██████▎   | 26/41 [00:16<00:09,  1.60it/s]


test:  66%|██████▌   | 27/41 [00:17<00:08,  1.61it/s]


test:  68%|██████▊   | 28/41 [00:17<00:08,  1.62it/s]


test:  71%|███████   | 29/41 [00:18<00:07,  1.62it/s]


test:  73%|███████▎  | 30/41 [00:19<00:06,  1.63it/s]


test:  76%|███████▌  | 31/41 [00:19<00:06,  1.62it/s]


test:  78%|███████▊  | 32/41 [00:20<00:05,  1.63it/s]


test:  80%|████████  | 33/41 [00:21<00:04,  1.64it/s]


test:  83%|████████▎ | 34/41 [00:21<00:04,  1.64it/s]


test:  85%|████████▌ | 35/41 [00:22<00:03,  1.64it/s]


test:  88%|████████▊ | 36/41 [00:22<00:03,  1.64it/s]


test:  90%|█████████ | 37/41 [00:23<00:02,  1.63it/s]


test:  93%|█████████▎| 38/41 [00:24<00:01,  1.64it/s]


test:  95%|█████████▌| 39/41 [00:24<00:01,  1.64it/s]


test:  98%|█████████▊| 40/41 [00:25<00:00,  1.64it/s]


test: 100%|██████████| 41/41 [00:25<00:00,  1.65it/s]
test: 100%|██████████| 41/41 [00:25<00:00,  1.58it/s]

overall:  50%|█████     | 2000/4000 [22:07<4:42:11,  8.47s/it]

train:  69%|██████▉   | 2000/2893 [22:07<2:05:59,  8.47s/it]
overall:  50%|█████     | 2001/4000 [22:07<3:24:57,  6.15s/it]

train:  69%|██████▉   | 2001/2893 [22:07<1:31:27,  6.15s/it]
overall:  50%|█████     | 2002/4000 [22:08<2:29:58,  4.50s/it]

train:  69%|██████▉   | 2002/2893 [22:08<1:06:53,  4.50s/it]
overall:  50%|█████     | 2003/4000 [22:09<1:51:29,  3.35s/it]

train:  69%|██████▉   | 2003/2893 [22:09<49:41,  3.35s/it]  
overall:  50%|█████     | 2004/4000 [22:09<1:24:31,  2.54s/it]

train:  69%|██████▉   | 2004/2893 [22:09<37:38,  2.54s/it]
overall:  50%|█████     | 2005/4000 [22:10<1:05:41,  1.98s/it]

train:  69%|██████▉   | 2005/2893 [22:10<29:14,  1.98s/it]
overall:  50%|█████     | 2006/4000 [22:11<52:30,  1.58s/it]  

train:  69%|██████▉   | 2006/2893 [22:11<23:21,  1.58s/it]
overall:  50%|█████     | 2007/4000 [22:11<43:14,  1.30s/it]

train:  69%|██████▉   | 2007/2893 [22:11<19:13,  1.30s/it]
overall:  50%|█████     | 2008/4000 [22:12<36:38,  1.10s/it]

train:  69%|██████▉   | 2008/2893 [22:12<16:16,  1.10s/it]
overall:  50%|█████     | 2009/4000 [22:13<32:01,  1.04it/s]

train:  69%|██████▉   | 2009/2893 [22:13<14:12,  1.04it/s]
overall:  50%|█████     | 2010/4000 [22:13<28:50,  1.15it/s]

train:  69%|██████▉   | 2010/2893 [22:13<12:47,  1.15it/s]
overall:  50%|█████     | 2011/4000 [22:14<26:34,  1.25it/s]

train:  70%|██████▉   | 2011/2893 [22:14<11:46,  1.25it/s]
overall:  50%|█████     | 2012/4000 [22:15<25:00,  1.33it/s]

train:  70%|██████▉   | 2012/2893 [22:15<11:04,  1.33it/s]
overall:  50%|█████     | 2013/4000 [22:15<23:56,  1.38it/s]

train:  70%|██████▉   | 2013/2893 [22:15<10:35,  1.38it/s]
overall:  50%|█████     | 2014/4000 [22:16<23:08,  1.43it/s]

train:  70%|██████▉   | 2014/2893 [22:16<10:14,  1.43it/s]
overall:  50%|█████     | 2015/4000 [22:17<22:35,  1.46it/s]

train:  70%|██████▉   | 2015/2893 [22:17<09:59,  1.46it/s]
overall:  50%|█████     | 2016/4000 [22:17<22:17,  1.48it/s]

train:  70%|██████▉   | 2016/2893 [22:17<09:51,  1.48it/s]
overall:  50%|█████     | 2017/4000 [22:18<22:05,  1.50it/s]

train:  70%|██████▉   | 2017/2893 [22:18<09:45,  1.50it/s]
overall:  50%|█████     | 2018/4000 [22:19<21:51,  1.51it/s]

train:  70%|██████▉   | 2018/2893 [22:18<09:39,  1.51it/s]
overall:  50%|█████     | 2019/4000 [22:19<21:42,  1.52it/s]

train:  70%|██████▉   | 2019/2893 [22:19<09:34,  1.52it/s]
overall:  50%|█████     | 2020/4000 [22:20<21:31,  1.53it/s]

train:  70%|██████▉   | 2020/2893 [22:20<09:29,  1.53it/s]
overall:  51%|█████     | 2021/4000 [22:20<21:25,  1.54it/s]

train:  70%|██████▉   | 2021/2893 [22:20<09:26,  1.54it/s]
overall:  51%|█████     | 2022/4000 [22:21<21:22,  1.54it/s]

train:  70%|██████▉   | 2022/2893 [22:21<09:24,  1.54it/s]
overall:  51%|█████     | 2023/4000 [22:22<21:18,  1.55it/s]

train:  70%|██████▉   | 2023/2893 [22:22<09:22,  1.55it/s]
overall:  51%|█████     | 2024/4000 [22:22<21:15,  1.55it/s]

train:  70%|██████▉   | 2024/2893 [22:22<09:20,  1.55it/s]
overall:  51%|█████     | 2025/4000 [22:23<21:13,  1.55it/s]

train:  70%|██████▉   | 2025/2893 [22:23<09:19,  1.55it/s]
overall:  51%|█████     | 2026/4000 [22:24<21:09,  1.56it/s]

train:  70%|███████   | 2026/2893 [22:24<09:17,  1.56it/s]
overall:  51%|█████     | 2027/4000 [22:24<21:10,  1.55it/s]

train:  70%|███████   | 2027/2893 [22:24<09:17,  1.55it/s]
overall:  51%|█████     | 2028/4000 [22:25<21:11,  1.55it/s]

train:  70%|███████   | 2028/2893 [22:25<09:17,  1.55it/s]
overall:  51%|█████     | 2029/4000 [22:26<21:17,  1.54it/s]

train:  70%|███████   | 2029/2893 [22:26<09:20,  1.54it/s]
overall:  51%|█████     | 2030/4000 [22:26<21:18,  1.54it/s]

train:  70%|███████   | 2030/2893 [22:26<09:20,  1.54it/s]
overall:  51%|█████     | 2031/4000 [22:27<21:20,  1.54it/s]

train:  70%|███████   | 2031/2893 [22:27<09:20,  1.54it/s]
overall:  51%|█████     | 2032/4000 [22:28<21:19,  1.54it/s]

train:  70%|███████   | 2032/2893 [22:28<09:19,  1.54it/s]
overall:  51%|█████     | 2033/4000 [22:28<21:13,  1.54it/s]

train:  70%|███████   | 2033/2893 [22:28<09:16,  1.54it/s]
overall:  51%|█████     | 2034/4000 [22:29<21:11,  1.55it/s]

train:  70%|███████   | 2034/2893 [22:29<09:15,  1.55it/s]
overall:  51%|█████     | 2035/4000 [22:29<21:08,  1.55it/s]

train:  70%|███████   | 2035/2893 [22:29<09:13,  1.55it/s]
overall:  51%|█████     | 2036/4000 [22:30<21:05,  1.55it/s]

train:  70%|███████   | 2036/2893 [22:30<09:12,  1.55it/s]
overall:  51%|█████     | 2037/4000 [22:31<21:03,  1.55it/s]

train:  70%|███████   | 2037/2893 [22:31<09:11,  1.55it/s]
overall:  51%|█████     | 2038/4000 [22:31<21:01,  1.56it/s]

train:  70%|███████   | 2038/2893 [22:31<09:09,  1.56it/s]
overall:  51%|█████     | 2039/4000 [22:32<21:01,  1.55it/s]

train:  70%|███████   | 2039/2893 [22:32<09:09,  1.55it/s]
overall:  51%|█████     | 2040/4000 [22:33<21:03,  1.55it/s]

train:  71%|███████   | 2040/2893 [22:33<09:09,  1.55it/s]
overall:  51%|█████     | 2041/4000 [22:33<21:10,  1.54it/s]

train:  71%|███████   | 2041/2893 [22:33<09:12,  1.54it/s]
overall:  51%|█████     | 2042/4000 [22:34<21:10,  1.54it/s]

train:  71%|███████   | 2042/2893 [22:34<09:12,  1.54it/s]
overall:  51%|█████     | 2043/4000 [22:35<21:11,  1.54it/s]

train:  71%|███████   | 2043/2893 [22:35<09:12,  1.54it/s]
overall:  51%|█████     | 2044/4000 [22:35<21:07,  1.54it/s]

train:  71%|███████   | 2044/2893 [22:35<09:09,  1.54it/s]
overall:  51%|█████     | 2045/4000 [22:36<21:02,  1.55it/s]

train:  71%|███████   | 2045/2893 [22:36<09:07,  1.55it/s]
overall:  51%|█████     | 2046/4000 [22:37<21:03,  1.55it/s]

train:  71%|███████   | 2046/2893 [22:37<09:07,  1.55it/s]
overall:  51%|█████     | 2047/4000 [22:37<21:03,  1.55it/s]

train:  71%|███████   | 2047/2893 [22:37<09:07,  1.55it/s]
overall:  51%|█████     | 2048/4000 [22:38<21:02,  1.55it/s]

train:  71%|███████   | 2048/2893 [22:38<09:06,  1.55it/s]
overall:  51%|█████     | 2049/4000 [22:39<20:58,  1.55it/s]

train:  71%|███████   | 2049/2893 [22:39<09:04,  1.55it/s]
overall:  51%|█████▏    | 2050/4000 [22:39<20:57,  1.55it/s]

train:  71%|███████   | 2050/2893 [22:39<09:03,  1.55it/s]
overall:  51%|█████▏    | 2051/4000 [22:40<20:57,  1.55it/s]

train:  71%|███████   | 2051/2893 [22:40<09:03,  1.55it/s]
overall:  51%|█████▏    | 2052/4000 [22:40<20:58,  1.55it/s]

train:  71%|███████   | 2052/2893 [22:40<09:03,  1.55it/s]
overall:  51%|█████▏    | 2053/4000 [22:41<21:02,  1.54it/s]

train:  71%|███████   | 2053/2893 [22:41<09:04,  1.54it/s]
overall:  51%|█████▏    | 2054/4000 [22:42<20:59,  1.55it/s]

train:  71%|███████   | 2054/2893 [22:42<09:03,  1.55it/s]
overall:  51%|█████▏    | 2055/4000 [22:42<20:59,  1.54it/s]

train:  71%|███████   | 2055/2893 [22:42<09:02,  1.54it/s]
overall:  51%|█████▏    | 2056/4000 [22:43<20:56,  1.55it/s]

train:  71%|███████   | 2056/2893 [22:43<09:00,  1.55it/s]
overall:  51%|█████▏    | 2057/4000 [22:44<20:54,  1.55it/s]

train:  71%|███████   | 2057/2893 [22:44<08:59,  1.55it/s]
overall:  51%|█████▏    | 2058/4000 [22:44<20:53,  1.55it/s]

train:  71%|███████   | 2058/2893 [22:44<08:58,  1.55it/s]
overall:  51%|█████▏    | 2059/4000 [22:45<20:47,  1.56it/s]

train:  71%|███████   | 2059/2893 [22:45<08:56,  1.56it/s]
overall:  52%|█████▏    | 2060/4000 [22:46<20:48,  1.55it/s]

train:  71%|███████   | 2060/2893 [22:46<08:56,  1.55it/s]
overall:  52%|█████▏    | 2061/4000 [22:46<20:49,  1.55it/s]

train:  71%|███████   | 2061/2893 [22:46<08:56,  1.55it/s]
overall:  52%|█████▏    | 2062/4000 [22:47<20:49,  1.55it/s]

train:  71%|███████▏  | 2062/2893 [22:47<08:55,  1.55it/s]
overall:  52%|█████▏    | 2063/4000 [22:48<20:47,  1.55it/s]

train:  71%|███████▏  | 2063/2893 [22:48<08:54,  1.55it/s]
overall:  52%|█████▏    | 2064/4000 [22:48<20:47,  1.55it/s]

train:  71%|███████▏  | 2064/2893 [22:48<08:54,  1.55it/s]
overall:  52%|█████▏    | 2065/4000 [22:49<20:49,  1.55it/s]

train:  71%|███████▏  | 2065/2893 [22:49<08:54,  1.55it/s]
overall:  52%|█████▏    | 2066/4000 [22:50<20:53,  1.54it/s]

train:  71%|███████▏  | 2066/2893 [22:49<08:55,  1.54it/s]
overall:  52%|█████▏    | 2067/4000 [22:50<20:51,  1.54it/s]

train:  71%|███████▏  | 2067/2893 [22:50<08:54,  1.54it/s]
overall:  52%|█████▏    | 2068/4000 [22:51<20:51,  1.54it/s]

train:  71%|███████▏  | 2068/2893 [22:51<08:54,  1.54it/s]
overall:  52%|█████▏    | 2069/4000 [22:51<20:43,  1.55it/s]

train:  72%|███████▏  | 2069/2893 [22:51<08:50,  1.55it/s]
overall:  52%|█████▏    | 2070/4000 [22:52<20:44,  1.55it/s]

train:  72%|███████▏  | 2070/2893 [22:52<08:50,  1.55it/s]
overall:  52%|█████▏    | 2071/4000 [22:53<20:44,  1.55it/s]

train:  72%|███████▏  | 2071/2893 [22:53<08:50,  1.55it/s]
overall:  52%|█████▏    | 2072/4000 [22:53<20:44,  1.55it/s]

train:  72%|███████▏  | 2072/2893 [22:53<08:50,  1.55it/s]
overall:  52%|█████▏    | 2073/4000 [22:54<20:42,  1.55it/s]

train:  72%|███████▏  | 2073/2893 [22:54<08:48,  1.55it/s]
overall:  52%|█████▏    | 2074/4000 [22:55<20:38,  1.55it/s]

train:  72%|███████▏  | 2074/2893 [22:55<08:46,  1.55it/s]
overall:  52%|█████▏    | 2075/4000 [22:55<20:38,  1.55it/s]

train:  72%|███████▏  | 2075/2893 [22:55<08:46,  1.55it/s]
overall:  52%|█████▏    | 2076/4000 [22:56<20:39,  1.55it/s]

train:  72%|███████▏  | 2076/2893 [22:56<08:46,  1.55it/s]
overall:  52%|█████▏    | 2077/4000 [22:57<20:45,  1.54it/s]

train:  72%|███████▏  | 2077/2893 [22:57<08:48,  1.54it/s]
overall:  52%|█████▏    | 2078/4000 [22:57<20:42,  1.55it/s]

train:  72%|███████▏  | 2078/2893 [22:57<08:47,  1.55it/s]
overall:  52%|█████▏    | 2079/4000 [22:58<20:42,  1.55it/s]

train:  72%|███████▏  | 2079/2893 [22:58<08:46,  1.55it/s]
overall:  52%|█████▏    | 2080/4000 [22:59<20:40,  1.55it/s]

train:  72%|███████▏  | 2080/2893 [22:59<08:45,  1.55it/s]
overall:  52%|█████▏    | 2081/4000 [22:59<20:37,  1.55it/s]

train:  72%|███████▏  | 2081/2893 [22:59<08:43,  1.55it/s]
overall:  52%|█████▏    | 2082/4000 [23:00<20:36,  1.55it/s]

train:  72%|███████▏  | 2082/2893 [23:00<08:42,  1.55it/s]
overall:  52%|█████▏    | 2083/4000 [23:00<20:34,  1.55it/s]

train:  72%|███████▏  | 2083/2893 [23:00<08:41,  1.55it/s]
overall:  52%|█████▏    | 2084/4000 [23:01<20:34,  1.55it/s]

train:  72%|███████▏  | 2084/2893 [23:01<08:41,  1.55it/s]
overall:  52%|█████▏    | 2085/4000 [23:02<20:34,  1.55it/s]

train:  72%|███████▏  | 2085/2893 [23:02<08:40,  1.55it/s]
overall:  52%|█████▏    | 2086/4000 [23:02<20:30,  1.55it/s]

train:  72%|███████▏  | 2086/2893 [23:02<08:39,  1.55it/s]
overall:  52%|█████▏    | 2087/4000 [23:03<20:31,  1.55it/s]

train:  72%|███████▏  | 2087/2893 [23:03<08:38,  1.55it/s]
overall:  52%|█████▏    | 2088/4000 [23:04<20:32,  1.55it/s]

train:  72%|███████▏  | 2088/2893 [23:04<08:38,  1.55it/s]
overall:  52%|█████▏    | 2089/4000 [23:04<20:40,  1.54it/s]

train:  72%|███████▏  | 2089/2893 [23:04<08:41,  1.54it/s]
overall:  52%|█████▏    | 2090/4000 [23:05<20:41,  1.54it/s]

train:  72%|███████▏  | 2090/2893 [23:05<08:42,  1.54it/s]
overall:  52%|█████▏    | 2091/4000 [23:06<20:41,  1.54it/s]

train:  72%|███████▏  | 2091/2893 [23:06<08:41,  1.54it/s]
overall:  52%|█████▏    | 2092/4000 [23:06<20:42,  1.54it/s]

train:  72%|███████▏  | 2092/2893 [23:06<08:41,  1.54it/s]
overall:  52%|█████▏    | 2093/4000 [23:07<20:40,  1.54it/s]

train:  72%|███████▏  | 2093/2893 [23:07<08:40,  1.54it/s]
overall:  52%|█████▏    | 2094/4000 [23:08<20:40,  1.54it/s]

train:  72%|███████▏  | 2094/2893 [23:08<08:40,  1.54it/s]
overall:  52%|█████▏    | 2095/4000 [23:08<20:37,  1.54it/s]

train:  72%|███████▏  | 2095/2893 [23:08<08:38,  1.54it/s]
overall:  52%|█████▏    | 2096/4000 [23:09<20:38,  1.54it/s]

train:  72%|███████▏  | 2096/2893 [23:09<08:38,  1.54it/s]
overall:  52%|█████▏    | 2097/4000 [23:10<20:36,  1.54it/s]

train:  72%|███████▏  | 2097/2893 [23:10<08:37,  1.54it/s]
overall:  52%|█████▏    | 2098/4000 [23:10<20:33,  1.54it/s]

train:  73%|███████▎  | 2098/2893 [23:10<08:35,  1.54it/s]
overall:  52%|█████▏    | 2099/4000 [23:11<20:33,  1.54it/s]

train:  73%|███████▎  | 2099/2893 [23:11<08:35,  1.54it/s]
overall:  52%|█████▎    | 2100/4000 [23:11<20:34,  1.54it/s]

train:  73%|███████▎  | 2100/2893 [23:11<08:35,  1.54it/s]
overall:  53%|█████▎    | 2101/4000 [23:12<20:40,  1.53it/s]

train:  73%|███████▎  | 2101/2893 [23:12<08:37,  1.53it/s]
overall:  53%|█████▎    | 2102/4000 [23:13<20:39,  1.53it/s]

train:  73%|███████▎  | 2102/2893 [23:13<08:36,  1.53it/s]
overall:  53%|█████▎    | 2103/4000 [23:13<20:38,  1.53it/s]

train:  73%|███████▎  | 2103/2893 [23:13<08:35,  1.53it/s]
overall:  53%|█████▎    | 2104/4000 [23:14<20:35,  1.53it/s]

train:  73%|███████▎  | 2104/2893 [23:14<08:34,  1.53it/s]
overall:  53%|█████▎    | 2105/4000 [23:15<20:30,  1.54it/s]

train:  73%|███████▎  | 2105/2893 [23:15<08:31,  1.54it/s]
overall:  53%|█████▎    | 2106/4000 [23:15<20:29,  1.54it/s]

train:  73%|███████▎  | 2106/2893 [23:15<08:30,  1.54it/s]
overall:  53%|█████▎    | 2107/4000 [23:16<20:26,  1.54it/s]

train:  73%|███████▎  | 2107/2893 [23:16<08:29,  1.54it/s]
overall:  53%|█████▎    | 2108/4000 [23:17<20:27,  1.54it/s]

train:  73%|███████▎  | 2108/2893 [23:17<08:29,  1.54it/s]
overall:  53%|█████▎    | 2109/4000 [23:17<20:24,  1.54it/s]

train:  73%|███████▎  | 2109/2893 [23:17<08:27,  1.54it/s]
overall:  53%|█████▎    | 2110/4000 [23:18<20:24,  1.54it/s]

train:  73%|███████▎  | 2110/2893 [23:18<08:27,  1.54it/s]
overall:  53%|█████▎    | 2111/4000 [23:19<20:23,  1.54it/s]

train:  73%|███████▎  | 2111/2893 [23:19<08:26,  1.54it/s]
overall:  53%|█████▎    | 2112/4000 [23:19<20:23,  1.54it/s]

train:  73%|███████▎  | 2112/2893 [23:19<08:26,  1.54it/s]
overall:  53%|█████▎    | 2113/4000 [23:20<20:28,  1.54it/s]

train:  73%|███████▎  | 2113/2893 [23:20<08:27,  1.54it/s]
overall:  53%|█████▎    | 2114/4000 [23:21<20:27,  1.54it/s]

train:  73%|███████▎  | 2114/2893 [23:21<08:26,  1.54it/s]
overall:  53%|█████▎    | 2115/4000 [23:21<20:26,  1.54it/s]

train:  73%|███████▎  | 2115/2893 [23:21<08:26,  1.54it/s]
overall:  53%|█████▎    | 2116/4000 [23:22<20:25,  1.54it/s]

train:  73%|███████▎  | 2116/2893 [23:22<08:25,  1.54it/s]
overall:  53%|█████▎    | 2117/4000 [23:23<20:20,  1.54it/s]

train:  73%|███████▎  | 2117/2893 [23:23<08:23,  1.54it/s]
overall:  53%|█████▎    | 2118/4000 [23:23<20:19,  1.54it/s]

train:  73%|███████▎  | 2118/2893 [23:23<08:21,  1.54it/s]
overall:  53%|█████▎    | 2119/4000 [23:24<20:16,  1.55it/s]

train:  73%|███████▎  | 2119/2893 [23:24<08:20,  1.55it/s]
overall:  53%|█████▎    | 2120/4000 [23:24<20:17,  1.54it/s]

train:  73%|███████▎  | 2120/2893 [23:24<08:20,  1.54it/s]
overall:  53%|█████▎    | 2121/4000 [23:25<20:12,  1.55it/s]

train:  73%|███████▎  | 2121/2893 [23:25<08:18,  1.55it/s]
overall:  53%|█████▎    | 2122/4000 [23:26<20:11,  1.55it/s]

train:  73%|███████▎  | 2122/2893 [23:26<08:17,  1.55it/s]
overall:  53%|█████▎    | 2123/4000 [23:26<20:11,  1.55it/s]

train:  73%|███████▎  | 2123/2893 [23:26<08:17,  1.55it/s]
overall:  53%|█████▎    | 2124/4000 [23:27<20:12,  1.55it/s]

train:  73%|███████▎  | 2124/2893 [23:27<08:17,  1.55it/s]
overall:  53%|█████▎    | 2125/4000 [23:28<20:19,  1.54it/s]

train:  73%|███████▎  | 2125/2893 [23:28<08:19,  1.54it/s]
overall:  53%|█████▎    | 2126/4000 [23:28<20:16,  1.54it/s]

train:  73%|███████▎  | 2126/2893 [23:28<08:17,  1.54it/s]
overall:  53%|█████▎    | 2127/4000 [23:29<20:18,  1.54it/s]

train:  74%|███████▎  | 2127/2893 [23:29<08:18,  1.54it/s]
overall:  53%|█████▎    | 2128/4000 [23:30<20:15,  1.54it/s]

train:  74%|███████▎  | 2128/2893 [23:30<08:16,  1.54it/s]
overall:  53%|█████▎    | 2129/4000 [23:30<20:14,  1.54it/s]

train:  74%|███████▎  | 2129/2893 [23:30<08:15,  1.54it/s]
overall:  53%|█████▎    | 2130/4000 [23:31<20:11,  1.54it/s]

train:  74%|███████▎  | 2130/2893 [23:31<08:14,  1.54it/s]
overall:  53%|█████▎    | 2131/4000 [23:32<20:12,  1.54it/s]

train:  74%|███████▎  | 2131/2893 [23:32<08:14,  1.54it/s]
overall:  53%|█████▎    | 2132/4000 [23:32<20:11,  1.54it/s]

train:  74%|███████▎  | 2132/2893 [23:32<08:13,  1.54it/s]
overall:  53%|█████▎    | 2133/4000 [23:33<20:08,  1.55it/s]

train:  74%|███████▎  | 2133/2893 [23:33<08:11,  1.55it/s]
overall:  53%|█████▎    | 2134/4000 [23:34<20:06,  1.55it/s]

train:  74%|███████▍  | 2134/2893 [23:34<08:10,  1.55it/s]
overall:  53%|█████▎    | 2135/4000 [23:34<20:06,  1.55it/s]

train:  74%|███████▍  | 2135/2893 [23:34<08:10,  1.55it/s]
overall:  53%|█████▎    | 2136/4000 [23:35<20:07,  1.54it/s]

train:  74%|███████▍  | 2136/2893 [23:35<08:10,  1.54it/s]
overall:  53%|█████▎    | 2137/4000 [23:36<20:12,  1.54it/s]

train:  74%|███████▍  | 2137/2893 [23:35<08:12,  1.54it/s]
overall:  53%|█████▎    | 2138/4000 [23:36<20:10,  1.54it/s]

train:  74%|███████▍  | 2138/2893 [23:36<08:10,  1.54it/s]
overall:  53%|█████▎    | 2139/4000 [23:37<20:09,  1.54it/s]

train:  74%|███████▍  | 2139/2893 [23:37<08:09,  1.54it/s]
overall:  54%|█████▎    | 2140/4000 [23:37<20:07,  1.54it/s]

train:  74%|███████▍  | 2140/2893 [23:37<08:08,  1.54it/s]
overall:  54%|█████▎    | 2141/4000 [23:38<20:07,  1.54it/s]

train:  74%|███████▍  | 2141/2893 [23:38<08:08,  1.54it/s]
overall:  54%|█████▎    | 2142/4000 [23:39<20:08,  1.54it/s]

train:  74%|███████▍  | 2142/2893 [23:39<08:08,  1.54it/s]
overall:  54%|█████▎    | 2143/4000 [23:39<20:05,  1.54it/s]

train:  74%|███████▍  | 2143/2893 [23:39<08:06,  1.54it/s]
overall:  54%|█████▎    | 2144/4000 [23:40<20:02,  1.54it/s]

train:  74%|███████▍  | 2144/2893 [23:40<08:05,  1.54it/s]
overall:  54%|█████▎    | 2145/4000 [23:41<20:00,  1.55it/s]

train:  74%|███████▍  | 2145/2893 [23:41<08:04,  1.55it/s]
overall:  54%|█████▎    | 2146/4000 [23:41<19:55,  1.55it/s]

train:  74%|███████▍  | 2146/2893 [23:41<08:01,  1.55it/s]
overall:  54%|█████▎    | 2147/4000 [23:42<19:56,  1.55it/s]

train:  74%|███████▍  | 2147/2893 [23:42<08:01,  1.55it/s]
overall:  54%|█████▎    | 2148/4000 [23:43<20:00,  1.54it/s]

train:  74%|███████▍  | 2148/2893 [23:43<08:02,  1.54it/s]
overall:  54%|█████▎    | 2149/4000 [23:43<20:03,  1.54it/s]

train:  74%|███████▍  | 2149/2893 [23:43<08:03,  1.54it/s]
overall:  54%|█████▍    | 2150/4000 [23:44<20:02,  1.54it/s]

train:  74%|███████▍  | 2150/2893 [23:44<08:02,  1.54it/s]
overall:  54%|█████▍    | 2151/4000 [23:45<20:04,  1.54it/s]

train:  74%|███████▍  | 2151/2893 [23:45<08:03,  1.54it/s]
overall:  54%|█████▍    | 2152/4000 [23:45<20:00,  1.54it/s]

train:  74%|███████▍  | 2152/2893 [23:45<08:01,  1.54it/s]
overall:  54%|█████▍    | 2153/4000 [23:46<19:57,  1.54it/s]

train:  74%|███████▍  | 2153/2893 [23:46<07:59,  1.54it/s]
overall:  54%|█████▍    | 2154/4000 [23:47<19:57,  1.54it/s]

train:  74%|███████▍  | 2154/2893 [23:47<07:59,  1.54it/s]
overall:  54%|█████▍    | 2155/4000 [23:47<19:56,  1.54it/s]

train:  74%|███████▍  | 2155/2893 [23:47<07:58,  1.54it/s]
overall:  54%|█████▍    | 2156/4000 [23:48<19:54,  1.54it/s]

train:  75%|███████▍  | 2156/2893 [23:48<07:57,  1.54it/s]
overall:  54%|█████▍    | 2157/4000 [23:48<19:51,  1.55it/s]

train:  75%|███████▍  | 2157/2893 [23:48<07:55,  1.55it/s]
overall:  54%|█████▍    | 2158/4000 [23:49<19:51,  1.55it/s]

train:  75%|███████▍  | 2158/2893 [23:49<07:55,  1.55it/s]
overall:  54%|█████▍    | 2159/4000 [23:50<19:48,  1.55it/s]

train:  75%|███████▍  | 2159/2893 [23:50<07:53,  1.55it/s]
overall:  54%|█████▍    | 2160/4000 [23:50<19:51,  1.54it/s]

train:  75%|███████▍  | 2160/2893 [23:50<07:54,  1.54it/s]
overall:  54%|█████▍    | 2161/4000 [23:51<19:56,  1.54it/s]

train:  75%|███████▍  | 2161/2893 [23:51<07:56,  1.54it/s]
overall:  54%|█████▍    | 2162/4000 [23:52<19:54,  1.54it/s]

train:  75%|███████▍  | 2162/2893 [23:52<07:55,  1.54it/s]
overall:  54%|█████▍    | 2163/4000 [23:52<19:56,  1.54it/s]

train:  75%|███████▍  | 2163/2893 [23:52<07:55,  1.54it/s]
overall:  54%|█████▍    | 2164/4000 [23:53<19:50,  1.54it/s]

train:  75%|███████▍  | 2164/2893 [23:53<07:52,  1.54it/s]
overall:  54%|█████▍    | 2165/4000 [23:54<19:49,  1.54it/s]

train:  75%|███████▍  | 2165/2893 [23:54<07:51,  1.54it/s]
overall:  54%|█████▍    | 2166/4000 [23:54<19:47,  1.54it/s]

train:  75%|███████▍  | 2166/2893 [23:54<07:50,  1.54it/s]
overall:  54%|█████▍    | 2167/4000 [23:55<19:48,  1.54it/s]

train:  75%|███████▍  | 2167/2893 [23:55<07:50,  1.54it/s]
overall:  54%|█████▍    | 2168/4000 [23:56<20:59,  1.45it/s]

train:  75%|███████▍  | 2168/2893 [23:56<08:18,  1.45it/s]
overall:  54%|█████▍    | 2169/4000 [23:56<20:40,  1.48it/s]

train:  75%|███████▍  | 2169/2893 [23:56<08:10,  1.48it/s]
overall:  54%|█████▍    | 2170/4000 [23:57<20:21,  1.50it/s]

train:  75%|███████▌  | 2170/2893 [23:57<08:02,  1.50it/s]
overall:  54%|█████▍    | 2171/4000 [23:58<20:12,  1.51it/s]

train:  75%|███████▌  | 2171/2893 [23:58<07:58,  1.51it/s]
overall:  54%|█████▍    | 2172/4000 [23:58<20:14,  1.50it/s]

train:  75%|███████▌  | 2172/2893 [23:58<07:59,  1.50it/s]
overall:  54%|█████▍    | 2173/4000 [23:59<20:14,  1.50it/s]

train:  75%|███████▌  | 2173/2893 [23:59<07:58,  1.50it/s]
overall:  54%|█████▍    | 2174/4000 [24:00<20:05,  1.51it/s]

train:  75%|███████▌  | 2174/2893 [24:00<07:54,  1.51it/s]
overall:  54%|█████▍    | 2175/4000 [24:00<19:59,  1.52it/s]

train:  75%|███████▌  | 2175/2893 [24:00<07:51,  1.52it/s]
overall:  54%|█████▍    | 2176/4000 [24:01<19:52,  1.53it/s]

train:  75%|███████▌  | 2176/2893 [24:01<07:48,  1.53it/s]
overall:  54%|█████▍    | 2177/4000 [24:02<19:47,  1.53it/s]

train:  75%|███████▌  | 2177/2893 [24:02<07:46,  1.53it/s]
overall:  54%|█████▍    | 2178/4000 [24:02<19:44,  1.54it/s]

train:  75%|███████▌  | 2178/2893 [24:02<07:44,  1.54it/s]
overall:  54%|█████▍    | 2179/4000 [24:03<19:43,  1.54it/s]

train:  75%|███████▌  | 2179/2893 [24:03<07:43,  1.54it/s]
overall:  55%|█████▍    | 2180/4000 [24:04<19:42,  1.54it/s]

train:  75%|███████▌  | 2180/2893 [24:04<07:43,  1.54it/s]
overall:  55%|█████▍    | 2181/4000 [24:04<19:40,  1.54it/s]

train:  75%|███████▌  | 2181/2893 [24:04<07:42,  1.54it/s]
overall:  55%|█████▍    | 2182/4000 [24:05<19:38,  1.54it/s]

train:  75%|███████▌  | 2182/2893 [24:05<07:41,  1.54it/s]
overall:  55%|█████▍    | 2183/4000 [24:05<19:36,  1.54it/s]

train:  75%|███████▌  | 2183/2893 [24:05<07:39,  1.54it/s]
overall:  55%|█████▍    | 2184/4000 [24:06<19:38,  1.54it/s]

train:  75%|███████▌  | 2184/2893 [24:06<07:39,  1.54it/s]
overall:  55%|█████▍    | 2185/4000 [24:07<19:42,  1.53it/s]

train:  76%|███████▌  | 2185/2893 [24:07<07:41,  1.53it/s]
overall:  55%|█████▍    | 2186/4000 [24:07<19:42,  1.53it/s]

train:  76%|███████▌  | 2186/2893 [24:07<07:40,  1.53it/s]
overall:  55%|█████▍    | 2187/4000 [24:08<19:40,  1.54it/s]

train:  76%|███████▌  | 2187/2893 [24:08<07:39,  1.54it/s]
overall:  55%|█████▍    | 2188/4000 [24:09<19:37,  1.54it/s]

train:  76%|███████▌  | 2188/2893 [24:09<07:38,  1.54it/s]
overall:  55%|█████▍    | 2189/4000 [24:09<19:35,  1.54it/s]

train:  76%|███████▌  | 2189/2893 [24:09<07:36,  1.54it/s]
overall:  55%|█████▍    | 2190/4000 [24:10<19:32,  1.54it/s]

train:  76%|███████▌  | 2190/2893 [24:10<07:35,  1.54it/s]
overall:  55%|█████▍    | 2191/4000 [24:11<19:31,  1.54it/s]

train:  76%|███████▌  | 2191/2893 [24:11<07:34,  1.54it/s]
overall:  55%|█████▍    | 2192/4000 [24:11<19:32,  1.54it/s]

train:  76%|███████▌  | 2192/2893 [24:11<07:34,  1.54it/s]
overall:  55%|█████▍    | 2193/4000 [24:12<19:28,  1.55it/s]

train:  76%|███████▌  | 2193/2893 [24:12<07:32,  1.55it/s]
overall:  55%|█████▍    | 2194/4000 [24:13<19:27,  1.55it/s]

train:  76%|███████▌  | 2194/2893 [24:13<07:31,  1.55it/s]
overall:  55%|█████▍    | 2195/4000 [24:13<19:26,  1.55it/s]

train:  76%|███████▌  | 2195/2893 [24:13<07:31,  1.55it/s]
overall:  55%|█████▍    | 2196/4000 [24:14<19:27,  1.55it/s]

train:  76%|███████▌  | 2196/2893 [24:14<07:30,  1.55it/s]
overall:  55%|█████▍    | 2197/4000 [24:15<19:33,  1.54it/s]

train:  76%|███████▌  | 2197/2893 [24:15<07:33,  1.54it/s]
overall:  55%|█████▍    | 2198/4000 [24:15<19:27,  1.54it/s]

train:  76%|███████▌  | 2198/2893 [24:15<07:30,  1.54it/s]
overall:  55%|█████▍    | 2199/4000 [24:16<19:30,  1.54it/s]

train:  76%|███████▌  | 2199/2893 [24:16<07:31,  1.54it/s]
overall:  55%|█████▌    | 2200/4000 [24:17<19:28,  1.54it/s]

train:  76%|███████▌  | 2200/2893 [24:17<07:29,  1.54it/s]
overall:  55%|█████▌    | 2201/4000 [24:17<19:28,  1.54it/s]

train:  76%|███████▌  | 2201/2893 [24:17<07:29,  1.54it/s]
overall:  55%|█████▌    | 2202/4000 [24:18<19:25,  1.54it/s]

train:  76%|███████▌  | 2202/2893 [24:18<07:28,  1.54it/s]
overall:  55%|█████▌    | 2203/4000 [24:18<19:21,  1.55it/s]

train:  76%|███████▌  | 2203/2893 [24:18<07:26,  1.55it/s]
overall:  55%|█████▌    | 2204/4000 [24:19<19:21,  1.55it/s]

train:  76%|███████▌  | 2204/2893 [24:19<07:25,  1.55it/s]
overall:  55%|█████▌    | 2205/4000 [24:20<19:21,  1.55it/s]

train:  76%|███████▌  | 2205/2893 [24:20<07:25,  1.55it/s]
overall:  55%|█████▌    | 2206/4000 [24:20<19:18,  1.55it/s]

train:  76%|███████▋  | 2206/2893 [24:20<07:23,  1.55it/s]
overall:  55%|█████▌    | 2207/4000 [24:21<19:18,  1.55it/s]

train:  76%|███████▋  | 2207/2893 [24:21<07:23,  1.55it/s]
overall:  55%|█████▌    | 2208/4000 [24:22<19:19,  1.55it/s]

train:  76%|███████▋  | 2208/2893 [24:22<07:23,  1.55it/s]
overall:  55%|█████▌    | 2209/4000 [24:22<19:23,  1.54it/s]

train:  76%|███████▋  | 2209/2893 [24:22<07:24,  1.54it/s]
overall:  55%|█████▌    | 2210/4000 [24:23<19:23,  1.54it/s]

train:  76%|███████▋  | 2210/2893 [24:23<07:24,  1.54it/s]
overall:  55%|█████▌    | 2211/4000 [24:24<19:23,  1.54it/s]

train:  76%|███████▋  | 2211/2893 [24:24<07:23,  1.54it/s]
overall:  55%|█████▌    | 2212/4000 [24:24<19:21,  1.54it/s]

train:  76%|███████▋  | 2212/2893 [24:24<07:22,  1.54it/s]
overall:  55%|█████▌    | 2213/4000 [24:25<19:18,  1.54it/s]

train:  76%|███████▋  | 2213/2893 [24:25<07:20,  1.54it/s]
overall:  55%|█████▌    | 2214/4000 [24:26<19:18,  1.54it/s]

train:  77%|███████▋  | 2214/2893 [24:26<07:20,  1.54it/s]
overall:  55%|█████▌    | 2215/4000 [24:26<19:17,  1.54it/s]

train:  77%|███████▋  | 2215/2893 [24:26<07:19,  1.54it/s]
overall:  55%|█████▌    | 2216/4000 [24:27<19:16,  1.54it/s]

train:  77%|███████▋  | 2216/2893 [24:27<07:18,  1.54it/s]
overall:  55%|█████▌    | 2217/4000 [24:28<19:13,  1.55it/s]

train:  77%|███████▋  | 2217/2893 [24:28<07:17,  1.55it/s]
overall:  55%|█████▌    | 2218/4000 [24:28<19:12,  1.55it/s]

train:  77%|███████▋  | 2218/2893 [24:28<07:16,  1.55it/s]
overall:  55%|█████▌    | 2219/4000 [24:29<19:14,  1.54it/s]

train:  77%|███████▋  | 2219/2893 [24:29<07:16,  1.54it/s]
overall:  56%|█████▌    | 2220/4000 [24:29<19:14,  1.54it/s]

train:  77%|███████▋  | 2220/2893 [24:29<07:16,  1.54it/s]
overall:  56%|█████▌    | 2221/4000 [24:30<19:19,  1.53it/s]

train:  77%|███████▋  | 2221/2893 [24:30<07:17,  1.53it/s]
overall:  56%|█████▌    | 2222/4000 [24:31<19:16,  1.54it/s]

train:  77%|███████▋  | 2222/2893 [24:31<07:16,  1.54it/s]
overall:  56%|█████▌    | 2223/4000 [24:31<19:15,  1.54it/s]

train:  77%|███████▋  | 2223/2893 [24:31<07:15,  1.54it/s]
overall:  56%|█████▌    | 2224/4000 [24:32<19:11,  1.54it/s]

train:  77%|███████▋  | 2224/2893 [24:32<07:13,  1.54it/s]
overall:  56%|█████▌    | 2225/4000 [24:33<19:06,  1.55it/s]

train:  77%|███████▋  | 2225/2893 [24:33<07:11,  1.55it/s]
overall:  56%|█████▌    | 2226/4000 [24:33<19:07,  1.55it/s]

train:  77%|███████▋  | 2226/2893 [24:33<07:11,  1.55it/s]
overall:  56%|█████▌    | 2227/4000 [24:34<19:05,  1.55it/s]

train:  77%|███████▋  | 2227/2893 [24:34<07:10,  1.55it/s]
overall:  56%|█████▌    | 2228/4000 [24:35<19:05,  1.55it/s]

train:  77%|███████▋  | 2228/2893 [24:35<07:09,  1.55it/s]
overall:  56%|█████▌    | 2229/4000 [24:35<19:01,  1.55it/s]

train:  77%|███████▋  | 2229/2893 [24:35<07:08,  1.55it/s]
overall:  56%|█████▌    | 2230/4000 [24:36<19:02,  1.55it/s]

train:  77%|███████▋  | 2230/2893 [24:36<07:08,  1.55it/s]
overall:  56%|█████▌    | 2231/4000 [24:37<19:03,  1.55it/s]

train:  77%|███████▋  | 2231/2893 [24:37<07:07,  1.55it/s]
overall:  56%|█████▌    | 2232/4000 [24:37<19:05,  1.54it/s]

train:  77%|███████▋  | 2232/2893 [24:37<07:08,  1.54it/s]
overall:  56%|█████▌    | 2233/4000 [24:38<19:08,  1.54it/s]

train:  77%|███████▋  | 2233/2893 [24:38<07:09,  1.54it/s]
overall:  56%|█████▌    | 2234/4000 [24:39<19:05,  1.54it/s]

train:  77%|███████▋  | 2234/2893 [24:39<07:07,  1.54it/s]
overall:  56%|█████▌    | 2235/4000 [24:39<19:07,  1.54it/s]

train:  77%|███████▋  | 2235/2893 [24:39<07:07,  1.54it/s]
overall:  56%|█████▌    | 2236/4000 [24:40<19:02,  1.54it/s]

train:  77%|███████▋  | 2236/2893 [24:40<07:05,  1.54it/s]
overall:  56%|█████▌    | 2237/4000 [24:41<19:00,  1.55it/s]

train:  77%|███████▋  | 2237/2893 [24:40<07:04,  1.55it/s]
overall:  56%|█████▌    | 2238/4000 [24:41<18:59,  1.55it/s]

train:  77%|███████▋  | 2238/2893 [24:41<07:03,  1.55it/s]
overall:  56%|█████▌    | 2239/4000 [24:42<18:59,  1.55it/s]

train:  77%|███████▋  | 2239/2893 [24:42<07:03,  1.55it/s]
overall:  56%|█████▌    | 2240/4000 [24:42<18:58,  1.55it/s]

train:  77%|███████▋  | 2240/2893 [24:42<07:02,  1.55it/s]
overall:  56%|█████▌    | 2241/4000 [24:43<19:00,  1.54it/s]

train:  77%|███████▋  | 2241/2893 [24:43<07:02,  1.54it/s]
overall:  56%|█████▌    | 2242/4000 [24:44<18:58,  1.54it/s]

train:  77%|███████▋  | 2242/2893 [24:44<07:01,  1.54it/s]
overall:  56%|█████▌    | 2243/4000 [24:44<18:58,  1.54it/s]

train:  78%|███████▊  | 2243/2893 [24:44<07:01,  1.54it/s]
overall:  56%|█████▌    | 2244/4000 [24:45<18:56,  1.55it/s]

train:  78%|███████▊  | 2244/2893 [24:45<06:59,  1.55it/s]
overall:  56%|█████▌    | 2245/4000 [24:46<19:04,  1.53it/s]

train:  78%|███████▊  | 2245/2893 [24:46<07:02,  1.53it/s]
overall:  56%|█████▌    | 2246/4000 [24:46<19:02,  1.54it/s]

train:  78%|███████▊  | 2246/2893 [24:46<07:01,  1.54it/s]
overall:  56%|█████▌    | 2247/4000 [24:47<18:59,  1.54it/s]

train:  78%|███████▊  | 2247/2893 [24:47<07:00,  1.54it/s]
overall:  56%|█████▌    | 2248/4000 [24:48<18:57,  1.54it/s]

train:  78%|███████▊  | 2248/2893 [24:48<06:58,  1.54it/s]
overall:  56%|█████▌    | 2249/4000 [24:48<18:55,  1.54it/s]

train:  78%|███████▊  | 2249/2893 [24:48<06:57,  1.54it/s]
overall:  56%|█████▋    | 2250/4000 [24:49<18:54,  1.54it/s]

train:  78%|███████▊  | 2250/2893 [24:49<06:56,  1.54it/s]
overall:  56%|█████▋    | 2251/4000 [24:50<18:52,  1.54it/s]

train:  78%|███████▊  | 2251/2893 [24:50<06:55,  1.54it/s]
overall:  56%|█████▋    | 2252/4000 [24:50<18:53,  1.54it/s]

train:  78%|███████▊  | 2252/2893 [24:50<06:55,  1.54it/s]
overall:  56%|█████▋    | 2253/4000 [24:51<18:51,  1.54it/s]

train:  78%|███████▊  | 2253/2893 [24:51<06:54,  1.54it/s]
overall:  56%|█████▋    | 2254/4000 [24:52<18:52,  1.54it/s]

train:  78%|███████▊  | 2254/2893 [24:52<06:54,  1.54it/s]
overall:  56%|█████▋    | 2255/4000 [24:52<18:50,  1.54it/s]

train:  78%|███████▊  | 2255/2893 [24:52<06:53,  1.54it/s]
overall:  56%|█████▋    | 2256/4000 [24:53<18:53,  1.54it/s]

train:  78%|███████▊  | 2256/2893 [24:53<06:53,  1.54it/s]
overall:  56%|█████▋    | 2257/4000 [24:53<18:55,  1.53it/s]

train:  78%|███████▊  | 2257/2893 [24:53<06:54,  1.53it/s]
overall:  56%|█████▋    | 2258/4000 [24:54<18:53,  1.54it/s]

train:  78%|███████▊  | 2258/2893 [24:54<06:53,  1.54it/s]
overall:  56%|█████▋    | 2259/4000 [24:55<18:53,  1.54it/s]

train:  78%|███████▊  | 2259/2893 [24:55<06:52,  1.54it/s]
overall:  56%|█████▋    | 2260/4000 [24:55<18:49,  1.54it/s]

train:  78%|███████▊  | 2260/2893 [24:55<06:50,  1.54it/s]
overall:  57%|█████▋    | 2261/4000 [24:56<18:48,  1.54it/s]

train:  78%|███████▊  | 2261/2893 [24:56<06:49,  1.54it/s]
overall:  57%|█████▋    | 2262/4000 [24:57<18:47,  1.54it/s]

train:  78%|███████▊  | 2262/2893 [24:57<06:49,  1.54it/s]
overall:  57%|█████▋    | 2263/4000 [24:57<18:46,  1.54it/s]

train:  78%|███████▊  | 2263/2893 [24:57<06:48,  1.54it/s]
overall:  57%|█████▋    | 2264/4000 [24:58<18:43,  1.55it/s]

train:  78%|███████▊  | 2264/2893 [24:58<06:47,  1.55it/s]
overall:  57%|█████▋    | 2265/4000 [24:59<18:43,  1.54it/s]

train:  78%|███████▊  | 2265/2893 [24:59<06:46,  1.54it/s]
overall:  57%|█████▋    | 2266/4000 [24:59<18:42,  1.55it/s]

train:  78%|███████▊  | 2266/2893 [24:59<06:45,  1.55it/s]
overall:  57%|█████▋    | 2267/4000 [25:00<18:41,  1.55it/s]

train:  78%|███████▊  | 2267/2893 [25:00<06:45,  1.55it/s]
overall:  57%|█████▋    | 2268/4000 [25:01<18:42,  1.54it/s]

train:  78%|███████▊  | 2268/2893 [25:01<06:45,  1.54it/s]
overall:  57%|█████▋    | 2269/4000 [25:01<18:46,  1.54it/s]

train:  78%|███████▊  | 2269/2893 [25:01<06:46,  1.54it/s]
overall:  57%|█████▋    | 2270/4000 [25:02<18:47,  1.53it/s]

train:  78%|███████▊  | 2270/2893 [25:02<06:45,  1.53it/s]
overall:  57%|█████▋    | 2271/4000 [25:03<18:46,  1.54it/s]

train:  78%|███████▊  | 2271/2893 [25:03<06:45,  1.54it/s]
overall:  57%|█████▋    | 2272/4000 [25:03<18:46,  1.53it/s]

train:  79%|███████▊  | 2272/2893 [25:03<06:44,  1.53it/s]
overall:  57%|█████▋    | 2273/4000 [25:04<18:43,  1.54it/s]

train:  79%|███████▊  | 2273/2893 [25:04<06:43,  1.54it/s]
overall:  57%|█████▋    | 2274/4000 [25:05<18:41,  1.54it/s]

train:  79%|███████▊  | 2274/2893 [25:05<06:42,  1.54it/s]
overall:  57%|█████▋    | 2275/4000 [25:05<18:39,  1.54it/s]

train:  79%|███████▊  | 2275/2893 [25:05<06:41,  1.54it/s]
overall:  57%|█████▋    | 2276/4000 [25:06<18:37,  1.54it/s]

train:  79%|███████▊  | 2276/2893 [25:06<06:39,  1.54it/s]
overall:  57%|█████▋    | 2277/4000 [25:06<18:36,  1.54it/s]

train:  79%|███████▊  | 2277/2893 [25:06<06:39,  1.54it/s]
overall:  57%|█████▋    | 2278/4000 [25:07<18:35,  1.54it/s]

train:  79%|███████▊  | 2278/2893 [25:07<06:38,  1.54it/s]
overall:  57%|█████▋    | 2279/4000 [25:08<18:36,  1.54it/s]

train:  79%|███████▉  | 2279/2893 [25:08<06:38,  1.54it/s]
overall:  57%|█████▋    | 2280/4000 [25:08<18:35,  1.54it/s]

train:  79%|███████▉  | 2280/2893 [25:08<06:37,  1.54it/s]
overall:  57%|█████▋    | 2281/4000 [25:09<18:40,  1.53it/s]

train:  79%|███████▉  | 2281/2893 [25:09<06:38,  1.53it/s]
overall:  57%|█████▋    | 2282/4000 [25:10<18:39,  1.53it/s]

train:  79%|███████▉  | 2282/2893 [25:10<06:38,  1.53it/s]
overall:  57%|█████▋    | 2283/4000 [25:10<18:37,  1.54it/s]

train:  79%|███████▉  | 2283/2893 [25:10<06:37,  1.54it/s]
overall:  57%|█████▋    | 2284/4000 [25:11<18:34,  1.54it/s]

train:  79%|███████▉  | 2284/2893 [25:11<06:35,  1.54it/s]
overall:  57%|█████▋    | 2285/4000 [25:12<18:32,  1.54it/s]

train:  79%|███████▉  | 2285/2893 [25:12<06:34,  1.54it/s]
overall:  57%|█████▋    | 2286/4000 [25:12<18:31,  1.54it/s]

train:  79%|███████▉  | 2286/2893 [25:12<06:33,  1.54it/s]
overall:  57%|█████▋    | 2287/4000 [25:13<18:29,  1.54it/s]

train:  79%|███████▉  | 2287/2893 [25:13<06:32,  1.54it/s]
overall:  57%|█████▋    | 2288/4000 [25:14<18:29,  1.54it/s]

train:  79%|███████▉  | 2288/2893 [25:14<06:32,  1.54it/s]
overall:  57%|█████▋    | 2289/4000 [25:14<18:29,  1.54it/s]

train:  79%|███████▉  | 2289/2893 [25:14<06:31,  1.54it/s]
overall:  57%|█████▋    | 2290/4000 [25:15<18:26,  1.55it/s]

train:  79%|███████▉  | 2290/2893 [25:15<06:30,  1.55it/s]
overall:  57%|█████▋    | 2291/4000 [25:16<18:28,  1.54it/s]

train:  79%|███████▉  | 2291/2893 [25:16<06:30,  1.54it/s]
overall:  57%|█████▋    | 2292/4000 [25:16<18:27,  1.54it/s]

train:  79%|███████▉  | 2292/2893 [25:16<06:29,  1.54it/s]
overall:  57%|█████▋    | 2293/4000 [25:17<18:31,  1.54it/s]

train:  79%|███████▉  | 2293/2893 [25:17<06:30,  1.54it/s]
overall:  57%|█████▋    | 2294/4000 [25:17<18:27,  1.54it/s]

train:  79%|███████▉  | 2294/2893 [25:17<06:29,  1.54it/s]
overall:  57%|█████▋    | 2295/4000 [25:18<18:28,  1.54it/s]

train:  79%|███████▉  | 2295/2893 [25:18<06:28,  1.54it/s]
overall:  57%|█████▋    | 2296/4000 [25:19<18:28,  1.54it/s]

train:  79%|███████▉  | 2296/2893 [25:19<06:28,  1.54it/s]
overall:  57%|█████▋    | 2297/4000 [25:19<18:25,  1.54it/s]

train:  79%|███████▉  | 2297/2893 [25:19<06:26,  1.54it/s]
overall:  57%|█████▋    | 2298/4000 [25:20<18:26,  1.54it/s]

train:  79%|███████▉  | 2298/2893 [25:20<06:26,  1.54it/s]
overall:  57%|█████▋    | 2299/4000 [25:21<18:22,  1.54it/s]

train:  79%|███████▉  | 2299/2893 [25:21<06:24,  1.54it/s]
overall:  57%|█████▊    | 2300/4000 [25:21<18:23,  1.54it/s]

train:  80%|███████▉  | 2300/2893 [25:21<06:24,  1.54it/s]
overall:  58%|█████▊    | 2301/4000 [25:22<18:20,  1.54it/s]

train:  80%|███████▉  | 2301/2893 [25:22<06:23,  1.54it/s]
overall:  58%|█████▊    | 2302/4000 [25:23<18:20,  1.54it/s]

train:  80%|███████▉  | 2302/2893 [25:23<06:22,  1.54it/s]
overall:  58%|█████▊    | 2303/4000 [25:23<18:17,  1.55it/s]

train:  80%|███████▉  | 2303/2893 [25:23<06:21,  1.55it/s]
overall:  58%|█████▊    | 2304/4000 [25:24<18:20,  1.54it/s]

train:  80%|███████▉  | 2304/2893 [25:24<06:22,  1.54it/s]
overall:  58%|█████▊    | 2305/4000 [25:25<18:22,  1.54it/s]

train:  80%|███████▉  | 2305/2893 [25:25<06:22,  1.54it/s]
overall:  58%|█████▊    | 2306/4000 [25:25<18:21,  1.54it/s]

train:  80%|███████▉  | 2306/2893 [25:25<06:21,  1.54it/s]
overall:  58%|█████▊    | 2307/4000 [25:26<18:22,  1.54it/s]

train:  80%|███████▉  | 2307/2893 [25:26<06:21,  1.54it/s]
overall:  58%|█████▊    | 2308/4000 [25:27<18:19,  1.54it/s]

train:  80%|███████▉  | 2308/2893 [25:27<06:20,  1.54it/s]
overall:  58%|█████▊    | 2309/4000 [25:27<18:17,  1.54it/s]

train:  80%|███████▉  | 2309/2893 [25:27<06:19,  1.54it/s]
overall:  58%|█████▊    | 2310/4000 [25:28<18:15,  1.54it/s]

train:  80%|███████▉  | 2310/2893 [25:28<06:17,  1.54it/s]
overall:  58%|█████▊    | 2311/4000 [25:29<18:14,  1.54it/s]

train:  80%|███████▉  | 2311/2893 [25:29<06:17,  1.54it/s]
overall:  58%|█████▊    | 2312/4000 [25:29<18:14,  1.54it/s]

train:  80%|███████▉  | 2312/2893 [25:29<06:16,  1.54it/s]
overall:  58%|█████▊    | 2313/4000 [25:30<18:12,  1.54it/s]

train:  80%|███████▉  | 2313/2893 [25:30<06:15,  1.54it/s]
overall:  58%|█████▊    | 2314/4000 [25:30<18:12,  1.54it/s]

train:  80%|███████▉  | 2314/2893 [25:30<06:15,  1.54it/s]
overall:  58%|█████▊    | 2315/4000 [25:31<18:12,  1.54it/s]

train:  80%|████████  | 2315/2893 [25:31<06:14,  1.54it/s]
overall:  58%|█████▊    | 2316/4000 [25:32<18:11,  1.54it/s]

train:  80%|████████  | 2316/2893 [25:32<06:14,  1.54it/s]
overall:  58%|█████▊    | 2317/4000 [25:32<18:14,  1.54it/s]

train:  80%|████████  | 2317/2893 [25:32<06:14,  1.54it/s]
overall:  58%|█████▊    | 2318/4000 [25:33<18:14,  1.54it/s]

train:  80%|████████  | 2318/2893 [25:33<06:14,  1.54it/s]
overall:  58%|█████▊    | 2319/4000 [25:34<18:12,  1.54it/s]

train:  80%|████████  | 2319/2893 [25:34<06:12,  1.54it/s]
overall:  58%|█████▊    | 2320/4000 [25:34<18:11,  1.54it/s]

train:  80%|████████  | 2320/2893 [25:34<06:12,  1.54it/s]
overall:  58%|█████▊    | 2321/4000 [25:35<18:09,  1.54it/s]

train:  80%|████████  | 2321/2893 [25:35<06:11,  1.54it/s]
overall:  58%|█████▊    | 2322/4000 [25:36<18:08,  1.54it/s]

train:  80%|████████  | 2322/2893 [25:36<06:10,  1.54it/s]
overall:  58%|█████▊    | 2323/4000 [25:36<18:08,  1.54it/s]

train:  80%|████████  | 2323/2893 [25:36<06:09,  1.54it/s]
overall:  58%|█████▊    | 2324/4000 [25:37<18:07,  1.54it/s]

train:  80%|████████  | 2324/2893 [25:37<06:09,  1.54it/s]
overall:  58%|█████▊    | 2325/4000 [25:38<18:06,  1.54it/s]

train:  80%|████████  | 2325/2893 [25:38<06:08,  1.54it/s]
overall:  58%|█████▊    | 2326/4000 [25:38<18:03,  1.55it/s]

train:  80%|████████  | 2326/2893 [25:38<06:06,  1.55it/s]
overall:  58%|█████▊    | 2327/4000 [25:39<18:03,  1.54it/s]

train:  80%|████████  | 2327/2893 [25:39<06:06,  1.54it/s]
overall:  58%|█████▊    | 2328/4000 [25:40<18:04,  1.54it/s]

train:  80%|████████  | 2328/2893 [25:40<06:06,  1.54it/s]
overall:  58%|█████▊    | 2329/4000 [25:40<18:07,  1.54it/s]

train:  81%|████████  | 2329/2893 [25:40<06:07,  1.54it/s]
overall:  58%|█████▊    | 2330/4000 [25:41<18:07,  1.54it/s]

train:  81%|████████  | 2330/2893 [25:41<06:06,  1.54it/s]
overall:  58%|█████▊    | 2331/4000 [25:42<18:08,  1.53it/s]

train:  81%|████████  | 2331/2893 [25:42<06:06,  1.53it/s]
overall:  58%|█████▊    | 2332/4000 [25:42<18:06,  1.53it/s]

train:  81%|████████  | 2332/2893 [25:42<06:05,  1.53it/s]
overall:  58%|█████▊    | 2333/4000 [25:43<18:03,  1.54it/s]

train:  81%|████████  | 2333/2893 [25:43<06:03,  1.54it/s]
overall:  58%|█████▊    | 2334/4000 [25:43<18:01,  1.54it/s]

train:  81%|████████  | 2334/2893 [25:43<06:02,  1.54it/s]
overall:  58%|█████▊    | 2335/4000 [25:44<18:01,  1.54it/s]

train:  81%|████████  | 2335/2893 [25:44<06:02,  1.54it/s]
overall:  58%|█████▊    | 2336/4000 [25:45<17:58,  1.54it/s]

train:  81%|████████  | 2336/2893 [25:45<06:01,  1.54it/s]
overall:  58%|█████▊    | 2337/4000 [25:45<17:58,  1.54it/s]

train:  81%|████████  | 2337/2893 [25:45<06:00,  1.54it/s]
overall:  58%|█████▊    | 2338/4000 [25:46<17:56,  1.54it/s]

train:  81%|████████  | 2338/2893 [25:46<05:59,  1.54it/s]
overall:  58%|█████▊    | 2339/4000 [25:47<17:56,  1.54it/s]

train:  81%|████████  | 2339/2893 [25:47<05:59,  1.54it/s]
overall:  58%|█████▊    | 2340/4000 [25:47<17:58,  1.54it/s]

train:  81%|████████  | 2340/2893 [25:47<05:59,  1.54it/s]
overall:  59%|█████▊    | 2341/4000 [25:48<18:01,  1.53it/s]

train:  81%|████████  | 2341/2893 [25:48<05:59,  1.53it/s]
overall:  59%|█████▊    | 2342/4000 [25:49<18:00,  1.53it/s]

train:  81%|████████  | 2342/2893 [25:49<05:59,  1.53it/s]
overall:  59%|█████▊    | 2343/4000 [25:49<17:59,  1.53it/s]

train:  81%|████████  | 2343/2893 [25:49<05:58,  1.53it/s]
overall:  59%|█████▊    | 2344/4000 [25:50<17:59,  1.53it/s]

train:  81%|████████  | 2344/2893 [25:50<05:57,  1.53it/s]
overall:  59%|█████▊    | 2345/4000 [25:51<17:56,  1.54it/s]

train:  81%|████████  | 2345/2893 [25:51<05:56,  1.54it/s]
overall:  59%|█████▊    | 2346/4000 [25:51<17:55,  1.54it/s]

train:  81%|████████  | 2346/2893 [25:51<05:55,  1.54it/s]
overall:  59%|█████▊    | 2347/4000 [25:52<17:53,  1.54it/s]

train:  81%|████████  | 2347/2893 [25:52<05:54,  1.54it/s]
overall:  59%|█████▊    | 2348/4000 [25:53<17:52,  1.54it/s]

train:  81%|████████  | 2348/2893 [25:53<05:53,  1.54it/s]
overall:  59%|█████▊    | 2349/4000 [25:53<17:50,  1.54it/s]

train:  81%|████████  | 2349/2893 [25:53<05:52,  1.54it/s]
overall:  59%|█████▉    | 2350/4000 [25:54<17:48,  1.54it/s]

train:  81%|████████  | 2350/2893 [25:54<05:51,  1.54it/s]
overall:  59%|█████▉    | 2351/4000 [25:55<17:48,  1.54it/s]

train:  81%|████████▏ | 2351/2893 [25:54<05:51,  1.54it/s]
overall:  59%|█████▉    | 2352/4000 [25:55<17:47,  1.54it/s]

train:  81%|████████▏ | 2352/2893 [25:55<05:50,  1.54it/s]
overall:  59%|█████▉    | 2353/4000 [25:56<17:52,  1.54it/s]

train:  81%|████████▏ | 2353/2893 [25:56<05:51,  1.53it/s]
overall:  59%|█████▉    | 2354/4000 [25:56<17:52,  1.54it/s]

train:  81%|████████▏ | 2354/2893 [25:56<05:51,  1.54it/s]
overall:  59%|█████▉    | 2355/4000 [25:57<17:50,  1.54it/s]

train:  81%|████████▏ | 2355/2893 [25:57<05:49,  1.54it/s]
overall:  59%|█████▉    | 2356/4000 [25:58<17:51,  1.53it/s]

train:  81%|████████▏ | 2356/2893 [25:58<05:49,  1.53it/s]
overall:  59%|█████▉    | 2357/4000 [25:58<17:47,  1.54it/s]

train:  81%|████████▏ | 2357/2893 [25:58<05:48,  1.54it/s]
overall:  59%|█████▉    | 2358/4000 [25:59<17:45,  1.54it/s]

train:  82%|████████▏ | 2358/2893 [25:59<05:47,  1.54it/s]
overall:  59%|█████▉    | 2359/4000 [26:00<17:44,  1.54it/s]

train:  82%|████████▏ | 2359/2893 [26:00<05:46,  1.54it/s]
overall:  59%|█████▉    | 2360/4000 [26:00<17:42,  1.54it/s]

train:  82%|████████▏ | 2360/2893 [26:00<05:45,  1.54it/s]
overall:  59%|█████▉    | 2361/4000 [26:01<17:41,  1.54it/s]

train:  82%|████████▏ | 2361/2893 [26:01<05:44,  1.54it/s]
overall:  59%|█████▉    | 2362/4000 [26:02<17:39,  1.55it/s]

train:  82%|████████▏ | 2362/2893 [26:02<05:43,  1.55it/s]
overall:  59%|█████▉    | 2363/4000 [26:02<17:39,  1.55it/s]

train:  82%|████████▏ | 2363/2893 [26:02<05:42,  1.55it/s]
overall:  59%|█████▉    | 2364/4000 [26:03<17:39,  1.54it/s]

train:  82%|████████▏ | 2364/2893 [26:03<05:42,  1.54it/s]
overall:  59%|█████▉    | 2365/4000 [26:04<17:44,  1.54it/s]

train:  82%|████████▏ | 2365/2893 [26:04<05:43,  1.54it/s]
overall:  59%|█████▉    | 2366/4000 [26:04<17:41,  1.54it/s]

train:  82%|████████▏ | 2366/2893 [26:04<05:42,  1.54it/s]
overall:  59%|█████▉    | 2367/4000 [26:05<17:40,  1.54it/s]

train:  82%|████████▏ | 2367/2893 [26:05<05:41,  1.54it/s]
overall:  59%|█████▉    | 2368/4000 [26:06<17:38,  1.54it/s]

train:  82%|████████▏ | 2368/2893 [26:06<05:40,  1.54it/s]
overall:  59%|█████▉    | 2369/4000 [26:06<17:37,  1.54it/s]

train:  82%|████████▏ | 2369/2893 [26:06<05:39,  1.54it/s]
overall:  59%|█████▉    | 2370/4000 [26:07<17:37,  1.54it/s]

train:  82%|████████▏ | 2370/2893 [26:07<05:39,  1.54it/s]
overall:  59%|█████▉    | 2371/4000 [26:07<17:37,  1.54it/s]

train:  82%|████████▏ | 2371/2893 [26:07<05:38,  1.54it/s]
overall:  59%|█████▉    | 2372/4000 [26:08<17:34,  1.54it/s]

train:  82%|████████▏ | 2372/2893 [26:08<05:37,  1.54it/s]
overall:  59%|█████▉    | 2373/4000 [26:09<17:35,  1.54it/s]

train:  82%|████████▏ | 2373/2893 [26:09<05:37,  1.54it/s]
overall:  59%|█████▉    | 2374/4000 [26:09<17:32,  1.55it/s]

train:  82%|████████▏ | 2374/2893 [26:09<05:35,  1.55it/s]
overall:  59%|█████▉    | 2375/4000 [26:10<17:32,  1.54it/s]

train:  82%|████████▏ | 2375/2893 [26:10<05:35,  1.54it/s]
overall:  59%|█████▉    | 2376/4000 [26:11<17:33,  1.54it/s]

train:  82%|████████▏ | 2376/2893 [26:11<05:35,  1.54it/s]
overall:  59%|█████▉    | 2377/4000 [26:11<17:36,  1.54it/s]

train:  82%|████████▏ | 2377/2893 [26:11<05:35,  1.54it/s]
overall:  59%|█████▉    | 2378/4000 [26:12<17:36,  1.54it/s]

train:  82%|████████▏ | 2378/2893 [26:12<05:35,  1.54it/s]
overall:  59%|█████▉    | 2379/4000 [26:13<17:34,  1.54it/s]

train:  82%|████████▏ | 2379/2893 [26:13<05:34,  1.54it/s]
overall:  60%|█████▉    | 2380/4000 [26:13<17:34,  1.54it/s]

train:  82%|████████▏ | 2380/2893 [26:13<05:33,  1.54it/s]
overall:  60%|█████▉    | 2381/4000 [26:14<17:29,  1.54it/s]

train:  82%|████████▏ | 2381/2893 [26:14<05:32,  1.54it/s]
overall:  60%|█████▉    | 2382/4000 [26:15<17:29,  1.54it/s]

train:  82%|████████▏ | 2382/2893 [26:15<05:31,  1.54it/s]
overall:  60%|█████▉    | 2383/4000 [26:15<17:27,  1.54it/s]

train:  82%|████████▏ | 2383/2893 [26:15<05:30,  1.54it/s]
overall:  60%|█████▉    | 2384/4000 [26:16<17:27,  1.54it/s]

train:  82%|████████▏ | 2384/2893 [26:16<05:30,  1.54it/s]
overall:  60%|█████▉    | 2385/4000 [26:17<17:25,  1.54it/s]

train:  82%|████████▏ | 2385/2893 [26:17<05:28,  1.54it/s]
overall:  60%|█████▉    | 2386/4000 [26:17<17:24,  1.54it/s]

train:  82%|████████▏ | 2386/2893 [26:17<05:28,  1.54it/s]
overall:  60%|█████▉    | 2387/4000 [26:18<17:24,  1.54it/s]

train:  83%|████████▎ | 2387/2893 [26:18<05:27,  1.54it/s]
overall:  60%|█████▉    | 2388/4000 [26:19<17:26,  1.54it/s]

train:  83%|████████▎ | 2388/2893 [26:19<05:27,  1.54it/s]
overall:  60%|█████▉    | 2389/4000 [26:19<17:28,  1.54it/s]

train:  83%|████████▎ | 2389/2893 [26:19<05:28,  1.54it/s]
overall:  60%|█████▉    | 2390/4000 [26:20<17:26,  1.54it/s]

train:  83%|████████▎ | 2390/2893 [26:20<05:26,  1.54it/s]
overall:  60%|█████▉    | 2391/4000 [26:20<17:26,  1.54it/s]

train:  83%|████████▎ | 2391/2893 [26:20<05:26,  1.54it/s]
overall:  60%|█████▉    | 2392/4000 [26:21<17:25,  1.54it/s]

train:  83%|████████▎ | 2392/2893 [26:21<05:25,  1.54it/s]
overall:  60%|█████▉    | 2393/4000 [26:22<17:22,  1.54it/s]

train:  83%|████████▎ | 2393/2893 [26:22<05:24,  1.54it/s]
overall:  60%|█████▉    | 2394/4000 [26:22<17:21,  1.54it/s]

train:  83%|████████▎ | 2394/2893 [26:22<05:23,  1.54it/s]
overall:  60%|█████▉    | 2395/4000 [26:23<17:19,  1.54it/s]

train:  83%|████████▎ | 2395/2893 [26:23<05:22,  1.54it/s]
overall:  60%|█████▉    | 2396/4000 [26:24<17:17,  1.55it/s]

train:  83%|████████▎ | 2396/2893 [26:24<05:21,  1.55it/s]
overall:  60%|█████▉    | 2397/4000 [26:24<17:16,  1.55it/s]

train:  83%|████████▎ | 2397/2893 [26:24<05:20,  1.55it/s]
overall:  60%|█████▉    | 2398/4000 [26:25<17:15,  1.55it/s]

train:  83%|████████▎ | 2398/2893 [26:25<05:19,  1.55it/s]
overall:  60%|█████▉    | 2399/4000 [26:26<17:16,  1.54it/s]

train:  83%|████████▎ | 2399/2893 [26:26<05:19,  1.54it/s]
overall:  60%|██████    | 2400/4000 [26:26<17:17,  1.54it/s]

train:  83%|████████▎ | 2400/2893 [26:26<05:19,  1.54it/s]
overall:  60%|██████    | 2401/4000 [26:27<17:19,  1.54it/s]

train:  83%|████████▎ | 2401/2893 [26:27<05:19,  1.54it/s]
overall:  60%|██████    | 2402/4000 [26:28<17:19,  1.54it/s]

train:  83%|████████▎ | 2402/2893 [26:28<05:19,  1.54it/s]
overall:  60%|██████    | 2403/4000 [26:28<17:20,  1.53it/s]

train:  83%|████████▎ | 2403/2893 [26:28<05:19,  1.53it/s]
overall:  60%|██████    | 2404/4000 [26:29<17:14,  1.54it/s]

train:  83%|████████▎ | 2404/2893 [26:29<05:17,  1.54it/s]
overall:  60%|██████    | 2405/4000 [26:30<17:14,  1.54it/s]

train:  83%|████████▎ | 2405/2893 [26:30<05:16,  1.54it/s]
overall:  60%|██████    | 2406/4000 [26:30<17:14,  1.54it/s]

train:  83%|████████▎ | 2406/2893 [26:30<05:16,  1.54it/s]
overall:  60%|██████    | 2407/4000 [26:31<17:13,  1.54it/s]

train:  83%|████████▎ | 2407/2893 [26:31<05:15,  1.54it/s]
overall:  60%|██████    | 2408/4000 [26:31<17:12,  1.54it/s]

train:  83%|████████▎ | 2408/2893 [26:31<05:14,  1.54it/s]
overall:  60%|██████    | 2409/4000 [26:32<17:11,  1.54it/s]

train:  83%|████████▎ | 2409/2893 [26:32<05:13,  1.54it/s]
overall:  60%|██████    | 2410/4000 [26:33<17:07,  1.55it/s]

train:  83%|████████▎ | 2410/2893 [26:33<05:12,  1.55it/s]
overall:  60%|██████    | 2411/4000 [26:33<17:11,  1.54it/s]

train:  83%|████████▎ | 2411/2893 [26:33<05:12,  1.54it/s]
overall:  60%|██████    | 2412/4000 [26:34<17:08,  1.54it/s]

train:  83%|████████▎ | 2412/2893 [26:34<05:11,  1.54it/s]
overall:  60%|██████    | 2413/4000 [26:35<17:12,  1.54it/s]

train:  83%|████████▎ | 2413/2893 [26:35<05:12,  1.54it/s]
overall:  60%|██████    | 2414/4000 [26:35<17:11,  1.54it/s]

train:  83%|████████▎ | 2414/2893 [26:35<05:11,  1.54it/s]
overall:  60%|██████    | 2415/4000 [26:36<17:10,  1.54it/s]

train:  83%|████████▎ | 2415/2893 [26:36<05:10,  1.54it/s]
overall:  60%|██████    | 2416/4000 [26:37<17:09,  1.54it/s]

train:  84%|████████▎ | 2416/2893 [26:37<05:09,  1.54it/s]
overall:  60%|██████    | 2417/4000 [26:37<17:05,  1.54it/s]

train:  84%|████████▎ | 2417/2893 [26:37<05:08,  1.54it/s]
overall:  60%|██████    | 2418/4000 [26:38<17:05,  1.54it/s]

train:  84%|████████▎ | 2418/2893 [26:38<05:07,  1.54it/s]
overall:  60%|██████    | 2419/4000 [26:39<17:04,  1.54it/s]

train:  84%|████████▎ | 2419/2893 [26:39<05:07,  1.54it/s]
overall:  60%|██████    | 2420/4000 [26:39<17:04,  1.54it/s]

train:  84%|████████▎ | 2420/2893 [26:39<05:06,  1.54it/s]
overall:  61%|██████    | 2421/4000 [26:40<17:03,  1.54it/s]

train:  84%|████████▎ | 2421/2893 [26:40<05:05,  1.54it/s]
overall:  61%|██████    | 2422/4000 [26:41<16:57,  1.55it/s]

train:  84%|████████▎ | 2422/2893 [26:41<05:03,  1.55it/s]
overall:  61%|██████    | 2423/4000 [26:41<17:01,  1.54it/s]

train:  84%|████████▍ | 2423/2893 [26:41<05:04,  1.54it/s]
overall:  61%|██████    | 2424/4000 [26:42<17:01,  1.54it/s]

train:  84%|████████▍ | 2424/2893 [26:42<05:03,  1.54it/s]
overall:  61%|██████    | 2425/4000 [26:43<17:02,  1.54it/s]

train:  84%|████████▍ | 2425/2893 [26:43<05:03,  1.54it/s]
overall:  61%|██████    | 2426/4000 [26:43<17:03,  1.54it/s]

train:  84%|████████▍ | 2426/2893 [26:43<05:03,  1.54it/s]
overall:  61%|██████    | 2427/4000 [26:44<17:02,  1.54it/s]

train:  84%|████████▍ | 2427/2893 [26:44<05:02,  1.54it/s]
overall:  61%|██████    | 2428/4000 [26:44<17:02,  1.54it/s]

train:  84%|████████▍ | 2428/2893 [26:44<05:02,  1.54it/s]
overall:  61%|██████    | 2429/4000 [26:45<16:58,  1.54it/s]

train:  84%|████████▍ | 2429/2893 [26:45<05:00,  1.54it/s]
overall:  61%|██████    | 2430/4000 [26:46<16:57,  1.54it/s]

train:  84%|████████▍ | 2430/2893 [26:46<04:59,  1.54it/s]
overall:  61%|██████    | 2431/4000 [26:46<16:57,  1.54it/s]

train:  84%|████████▍ | 2431/2893 [26:46<04:59,  1.54it/s]
overall:  61%|██████    | 2432/4000 [26:47<16:55,  1.54it/s]

train:  84%|████████▍ | 2432/2893 [26:47<04:58,  1.54it/s]
overall:  61%|██████    | 2433/4000 [26:48<16:53,  1.55it/s]

train:  84%|████████▍ | 2433/2893 [26:48<04:57,  1.55it/s]
overall:  61%|██████    | 2434/4000 [26:48<16:54,  1.54it/s]

train:  84%|████████▍ | 2434/2893 [26:48<04:57,  1.54it/s]
overall:  61%|██████    | 2435/4000 [26:49<16:52,  1.55it/s]

train:  84%|████████▍ | 2435/2893 [26:49<04:56,  1.55it/s]
overall:  61%|██████    | 2436/4000 [26:50<16:53,  1.54it/s]

train:  84%|████████▍ | 2436/2893 [26:50<04:56,  1.54it/s]
overall:  61%|██████    | 2437/4000 [26:50<16:57,  1.54it/s]

train:  84%|████████▍ | 2437/2893 [26:50<04:56,  1.54it/s]
overall:  61%|██████    | 2438/4000 [26:51<16:54,  1.54it/s]

train:  84%|████████▍ | 2438/2893 [26:51<04:55,  1.54it/s]
overall:  61%|██████    | 2439/4000 [26:52<16:53,  1.54it/s]

train:  84%|████████▍ | 2439/2893 [26:52<04:54,  1.54it/s]
overall:  61%|██████    | 2440/4000 [26:52<16:53,  1.54it/s]

train:  84%|████████▍ | 2440/2893 [26:52<04:54,  1.54it/s]
overall:  61%|██████    | 2441/4000 [26:53<16:50,  1.54it/s]

train:  84%|████████▍ | 2441/2893 [26:53<04:53,  1.54it/s]
overall:  61%|██████    | 2442/4000 [26:54<16:50,  1.54it/s]

train:  84%|████████▍ | 2442/2893 [26:54<04:52,  1.54it/s]
overall:  61%|██████    | 2443/4000 [26:54<16:49,  1.54it/s]

train:  84%|████████▍ | 2443/2893 [26:54<04:51,  1.54it/s]
overall:  61%|██████    | 2444/4000 [26:55<16:47,  1.54it/s]

train:  84%|████████▍ | 2444/2893 [26:55<04:50,  1.54it/s]
overall:  61%|██████    | 2445/4000 [26:55<16:48,  1.54it/s]

train:  85%|████████▍ | 2445/2893 [26:55<04:50,  1.54it/s]
overall:  61%|██████    | 2446/4000 [26:56<16:45,  1.55it/s]

train:  85%|████████▍ | 2446/2893 [26:56<04:49,  1.55it/s]
overall:  61%|██████    | 2447/4000 [26:57<16:42,  1.55it/s]

train:  85%|████████▍ | 2447/2893 [26:57<04:48,  1.55it/s]
overall:  61%|██████    | 2448/4000 [26:57<16:43,  1.55it/s]

train:  85%|████████▍ | 2448/2893 [26:57<04:47,  1.55it/s]
overall:  61%|██████    | 2449/4000 [26:58<16:46,  1.54it/s]

train:  85%|████████▍ | 2449/2893 [26:58<04:48,  1.54it/s]
overall:  61%|██████▏   | 2450/4000 [26:59<16:45,  1.54it/s]

train:  85%|████████▍ | 2450/2893 [26:59<04:47,  1.54it/s]
overall:  61%|██████▏   | 2451/4000 [26:59<16:46,  1.54it/s]

train:  85%|████████▍ | 2451/2893 [26:59<04:47,  1.54it/s]
overall:  61%|██████▏   | 2452/4000 [27:00<16:44,  1.54it/s]

train:  85%|████████▍ | 2452/2893 [27:00<04:46,  1.54it/s]
overall:  61%|██████▏   | 2453/4000 [27:01<16:42,  1.54it/s]

train:  85%|████████▍ | 2453/2893 [27:01<04:45,  1.54it/s]
overall:  61%|██████▏   | 2454/4000 [27:01<16:40,  1.54it/s]

train:  85%|████████▍ | 2454/2893 [27:01<04:44,  1.54it/s]
overall:  61%|██████▏   | 2455/4000 [27:02<16:40,  1.54it/s]

train:  85%|████████▍ | 2455/2893 [27:02<04:43,  1.54it/s]
overall:  61%|██████▏   | 2456/4000 [27:03<16:39,  1.55it/s]

train:  85%|████████▍ | 2456/2893 [27:03<04:42,  1.55it/s]
overall:  61%|██████▏   | 2457/4000 [27:03<16:37,  1.55it/s]

train:  85%|████████▍ | 2457/2893 [27:03<04:41,  1.55it/s]
overall:  61%|██████▏   | 2458/4000 [27:04<16:37,  1.55it/s]

train:  85%|████████▍ | 2458/2893 [27:04<04:41,  1.55it/s]
overall:  61%|██████▏   | 2459/4000 [27:05<16:36,  1.55it/s]

train:  85%|████████▍ | 2459/2893 [27:05<04:40,  1.55it/s]
overall:  62%|██████▏   | 2460/4000 [27:05<16:37,  1.54it/s]

train:  85%|████████▌ | 2460/2893 [27:05<04:40,  1.54it/s]
overall:  62%|██████▏   | 2461/4000 [27:06<16:41,  1.54it/s]

train:  85%|████████▌ | 2461/2893 [27:06<04:41,  1.54it/s]
overall:  62%|██████▏   | 2462/4000 [27:07<16:40,  1.54it/s]

train:  85%|████████▌ | 2462/2893 [27:07<04:40,  1.54it/s]
overall:  62%|██████▏   | 2463/4000 [27:07<16:39,  1.54it/s]

train:  85%|████████▌ | 2463/2893 [27:07<04:39,  1.54it/s]
overall:  62%|██████▏   | 2464/4000 [27:08<16:36,  1.54it/s]

train:  85%|████████▌ | 2464/2893 [27:08<04:38,  1.54it/s]
overall:  62%|██████▏   | 2465/4000 [27:08<16:35,  1.54it/s]

train:  85%|████████▌ | 2465/2893 [27:08<04:37,  1.54it/s]
overall:  62%|██████▏   | 2466/4000 [27:09<16:35,  1.54it/s]

train:  85%|████████▌ | 2466/2893 [27:09<04:37,  1.54it/s]
overall:  62%|██████▏   | 2467/4000 [27:10<16:32,  1.54it/s]

train:  85%|████████▌ | 2467/2893 [27:10<04:35,  1.54it/s]
overall:  62%|██████▏   | 2468/4000 [27:10<16:30,  1.55it/s]

train:  85%|████████▌ | 2468/2893 [27:10<04:34,  1.55it/s]
overall:  62%|██████▏   | 2469/4000 [27:11<16:32,  1.54it/s]

train:  85%|████████▌ | 2469/2893 [27:11<04:34,  1.54it/s]
overall:  62%|██████▏   | 2470/4000 [27:12<16:30,  1.54it/s]

train:  85%|████████▌ | 2470/2893 [27:12<04:33,  1.54it/s]
overall:  62%|██████▏   | 2471/4000 [27:12<16:32,  1.54it/s]

train:  85%|████████▌ | 2471/2893 [27:12<04:34,  1.54it/s]
overall:  62%|██████▏   | 2472/4000 [27:13<16:32,  1.54it/s]

train:  85%|████████▌ | 2472/2893 [27:13<04:33,  1.54it/s]
overall:  62%|██████▏   | 2473/4000 [27:14<16:35,  1.53it/s]

train:  85%|████████▌ | 2473/2893 [27:14<04:33,  1.53it/s]
overall:  62%|██████▏   | 2474/4000 [27:14<16:33,  1.54it/s]

train:  86%|████████▌ | 2474/2893 [27:14<04:32,  1.54it/s]
overall:  62%|██████▏   | 2475/4000 [27:15<16:31,  1.54it/s]

train:  86%|████████▌ | 2475/2893 [27:15<04:31,  1.54it/s]
overall:  62%|██████▏   | 2476/4000 [27:16<16:28,  1.54it/s]

train:  86%|████████▌ | 2476/2893 [27:16<04:30,  1.54it/s]
overall:  62%|██████▏   | 2477/4000 [27:16<16:26,  1.54it/s]

train:  86%|████████▌ | 2477/2893 [27:16<04:29,  1.54it/s]
overall:  62%|██████▏   | 2478/4000 [27:17<16:26,  1.54it/s]

train:  86%|████████▌ | 2478/2893 [27:17<04:28,  1.54it/s]
overall:  62%|██████▏   | 2479/4000 [27:18<16:24,  1.54it/s]

train:  86%|████████▌ | 2479/2893 [27:18<04:27,  1.54it/s]
overall:  62%|██████▏   | 2480/4000 [27:18<16:25,  1.54it/s]

train:  86%|████████▌ | 2480/2893 [27:18<04:27,  1.54it/s]
overall:  62%|██████▏   | 2481/4000 [27:19<16:22,  1.55it/s]

train:  86%|████████▌ | 2481/2893 [27:19<04:26,  1.55it/s]
overall:  62%|██████▏   | 2482/4000 [27:19<16:21,  1.55it/s]

train:  86%|████████▌ | 2482/2893 [27:19<04:25,  1.55it/s]
overall:  62%|██████▏   | 2483/4000 [27:20<16:22,  1.54it/s]

train:  86%|████████▌ | 2483/2893 [27:20<04:25,  1.54it/s]
overall:  62%|██████▏   | 2484/4000 [27:21<16:21,  1.54it/s]

train:  86%|████████▌ | 2484/2893 [27:21<04:24,  1.54it/s]
overall:  62%|██████▏   | 2485/4000 [27:21<16:24,  1.54it/s]

train:  86%|████████▌ | 2485/2893 [27:21<04:25,  1.54it/s]
overall:  62%|██████▏   | 2486/4000 [27:22<16:23,  1.54it/s]

train:  86%|████████▌ | 2486/2893 [27:22<04:24,  1.54it/s]
overall:  62%|██████▏   | 2487/4000 [27:23<16:23,  1.54it/s]

train:  86%|████████▌ | 2487/2893 [27:23<04:23,  1.54it/s]
overall:  62%|██████▏   | 2488/4000 [27:23<16:19,  1.54it/s]

train:  86%|████████▌ | 2488/2893 [27:23<04:22,  1.54it/s]
overall:  62%|██████▏   | 2489/4000 [27:24<16:15,  1.55it/s]

train:  86%|████████▌ | 2489/2893 [27:24<04:20,  1.55it/s]
overall:  62%|██████▏   | 2490/4000 [27:25<16:15,  1.55it/s]

train:  86%|████████▌ | 2490/2893 [27:25<04:20,  1.55it/s]
overall:  62%|██████▏   | 2491/4000 [27:25<16:16,  1.54it/s]

train:  86%|████████▌ | 2491/2893 [27:25<04:20,  1.54it/s]
overall:  62%|██████▏   | 2492/4000 [27:26<16:16,  1.55it/s]

train:  86%|████████▌ | 2492/2893 [27:26<04:19,  1.55it/s]
overall:  62%|██████▏   | 2493/4000 [27:27<16:15,  1.54it/s]

train:  86%|████████▌ | 2493/2893 [27:27<04:18,  1.54it/s]
overall:  62%|██████▏   | 2494/4000 [27:27<16:12,  1.55it/s]

train:  86%|████████▌ | 2494/2893 [27:27<04:17,  1.55it/s]
overall:  62%|██████▏   | 2495/4000 [27:28<16:11,  1.55it/s]

train:  86%|████████▌ | 2495/2893 [27:28<04:16,  1.55it/s]
overall:  62%|██████▏   | 2496/4000 [27:29<16:13,  1.55it/s]

train:  86%|████████▋ | 2496/2893 [27:29<04:16,  1.55it/s]
overall:  62%|██████▏   | 2497/4000 [27:29<16:16,  1.54it/s]

train:  86%|████████▋ | 2497/2893 [27:29<04:17,  1.54it/s]
overall:  62%|██████▏   | 2498/4000 [27:30<16:15,  1.54it/s]

train:  86%|████████▋ | 2498/2893 [27:30<04:16,  1.54it/s]
overall:  62%|██████▏   | 2499/4000 [27:30<16:16,  1.54it/s]

train:  86%|████████▋ | 2499/2893 [27:30<04:16,  1.54it/s]
overall:  62%|██████▎   | 2500/4000 [27:31<16:12,  1.54it/s]

train:  86%|████████▋ | 2500/2893 [27:31<04:14,  1.54it/s]
overall:  63%|██████▎   | 2501/4000 [27:32<16:10,  1.54it/s]

train:  86%|████████▋ | 2501/2893 [27:32<04:13,  1.54it/s]
overall:  63%|██████▎   | 2502/4000 [27:32<16:10,  1.54it/s]

train:  86%|████████▋ | 2502/2893 [27:32<04:13,  1.54it/s]
overall:  63%|██████▎   | 2503/4000 [27:33<16:08,  1.55it/s]

train:  87%|████████▋ | 2503/2893 [27:33<04:12,  1.55it/s]
overall:  63%|██████▎   | 2504/4000 [27:34<16:06,  1.55it/s]

train:  87%|████████▋ | 2504/2893 [27:34<04:11,  1.55it/s]
overall:  63%|██████▎   | 2505/4000 [27:34<16:05,  1.55it/s]

train:  87%|████████▋ | 2505/2893 [27:34<04:10,  1.55it/s]
overall:  63%|██████▎   | 2506/4000 [27:35<16:01,  1.55it/s]

train:  87%|████████▋ | 2506/2893 [27:35<04:09,  1.55it/s]
overall:  63%|██████▎   | 2507/4000 [27:36<16:03,  1.55it/s]

train:  87%|████████▋ | 2507/2893 [27:36<04:09,  1.55it/s]
overall:  63%|██████▎   | 2508/4000 [27:36<16:04,  1.55it/s]

train:  87%|████████▋ | 2508/2893 [27:36<04:08,  1.55it/s]
overall:  63%|██████▎   | 2509/4000 [27:37<16:07,  1.54it/s]

train:  87%|████████▋ | 2509/2893 [27:37<04:09,  1.54it/s]
overall:  63%|██████▎   | 2510/4000 [27:38<16:08,  1.54it/s]

train:  87%|████████▋ | 2510/2893 [27:38<04:08,  1.54it/s]
overall:  63%|██████▎   | 2511/4000 [27:38<16:08,  1.54it/s]

train:  87%|████████▋ | 2511/2893 [27:38<04:08,  1.54it/s]
overall:  63%|██████▎   | 2512/4000 [27:39<16:05,  1.54it/s]

train:  87%|████████▋ | 2512/2893 [27:39<04:07,  1.54it/s]
overall:  63%|██████▎   | 2513/4000 [27:40<16:03,  1.54it/s]

train:  87%|████████▋ | 2513/2893 [27:40<04:06,  1.54it/s]
overall:  63%|██████▎   | 2514/4000 [27:40<16:01,  1.55it/s]

train:  87%|████████▋ | 2514/2893 [27:40<04:05,  1.55it/s]
overall:  63%|██████▎   | 2515/4000 [27:41<15:59,  1.55it/s]

train:  87%|████████▋ | 2515/2893 [27:41<04:04,  1.55it/s]
overall:  63%|██████▎   | 2516/4000 [27:41<15:58,  1.55it/s]

train:  87%|████████▋ | 2516/2893 [27:41<04:03,  1.55it/s]
overall:  63%|██████▎   | 2517/4000 [27:42<15:57,  1.55it/s]

train:  87%|████████▋ | 2517/2893 [27:42<04:02,  1.55it/s]
overall:  63%|██████▎   | 2518/4000 [27:43<15:57,  1.55it/s]

train:  87%|████████▋ | 2518/2893 [27:43<04:02,  1.55it/s]
overall:  63%|██████▎   | 2519/4000 [27:43<15:57,  1.55it/s]

train:  87%|████████▋ | 2519/2893 [27:43<04:01,  1.55it/s]
overall:  63%|██████▎   | 2520/4000 [27:44<15:57,  1.55it/s]

train:  87%|████████▋ | 2520/2893 [27:44<04:01,  1.55it/s]
overall:  63%|██████▎   | 2521/4000 [27:45<15:59,  1.54it/s]

train:  87%|████████▋ | 2521/2893 [27:45<04:01,  1.54it/s]
overall:  63%|██████▎   | 2522/4000 [27:45<15:58,  1.54it/s]

train:  87%|████████▋ | 2522/2893 [27:45<04:00,  1.54it/s]
overall:  63%|██████▎   | 2523/4000 [27:46<15:56,  1.54it/s]

train:  87%|████████▋ | 2523/2893 [27:46<03:59,  1.54it/s]
overall:  63%|██████▎   | 2524/4000 [27:47<15:56,  1.54it/s]

train:  87%|████████▋ | 2524/2893 [27:47<03:59,  1.54it/s]
overall:  63%|██████▎   | 2525/4000 [27:47<15:55,  1.54it/s]

train:  87%|████████▋ | 2525/2893 [27:47<03:58,  1.54it/s]
overall:  63%|██████▎   | 2526/4000 [27:48<15:53,  1.55it/s]

train:  87%|████████▋ | 2526/2893 [27:48<03:57,  1.55it/s]
overall:  63%|██████▎   | 2527/4000 [27:49<15:53,  1.54it/s]

train:  87%|████████▋ | 2527/2893 [27:49<03:57,  1.54it/s]
overall:  63%|██████▎   | 2528/4000 [27:49<15:51,  1.55it/s]

train:  87%|████████▋ | 2528/2893 [27:49<03:55,  1.55it/s]
overall:  63%|██████▎   | 2529/4000 [27:50<15:49,  1.55it/s]

train:  87%|████████▋ | 2529/2893 [27:50<03:55,  1.55it/s]
overall:  63%|██████▎   | 2530/4000 [27:51<15:47,  1.55it/s]

train:  87%|████████▋ | 2530/2893 [27:51<03:54,  1.55it/s]
overall:  63%|██████▎   | 2531/4000 [27:51<15:50,  1.55it/s]

train:  87%|████████▋ | 2531/2893 [27:51<03:54,  1.55it/s]
overall:  63%|██████▎   | 2532/4000 [27:52<15:50,  1.54it/s]

train:  88%|████████▊ | 2532/2893 [27:52<03:53,  1.54it/s]
overall:  63%|██████▎   | 2533/4000 [27:53<15:53,  1.54it/s]

train:  88%|████████▊ | 2533/2893 [27:52<03:54,  1.54it/s]
overall:  63%|██████▎   | 2534/4000 [27:53<15:50,  1.54it/s]

train:  88%|████████▊ | 2534/2893 [27:53<03:52,  1.54it/s]
overall:  63%|██████▎   | 2535/4000 [27:54<15:50,  1.54it/s]

train:  88%|████████▊ | 2535/2893 [27:54<03:52,  1.54it/s]
overall:  63%|██████▎   | 2536/4000 [27:54<15:48,  1.54it/s]

train:  88%|████████▊ | 2536/2893 [27:54<03:51,  1.54it/s]
overall:  63%|██████▎   | 2537/4000 [27:55<15:46,  1.55it/s]

train:  88%|████████▊ | 2537/2893 [27:55<03:50,  1.55it/s]
overall:  63%|██████▎   | 2538/4000 [27:56<15:44,  1.55it/s]

train:  88%|████████▊ | 2538/2893 [27:56<03:49,  1.55it/s]
overall:  63%|██████▎   | 2539/4000 [27:56<15:44,  1.55it/s]

train:  88%|████████▊ | 2539/2893 [27:56<03:48,  1.55it/s]
overall:  64%|██████▎   | 2540/4000 [27:57<15:43,  1.55it/s]

train:  88%|████████▊ | 2540/2893 [27:57<03:48,  1.55it/s]
overall:  64%|██████▎   | 2541/4000 [27:58<15:44,  1.55it/s]

train:  88%|████████▊ | 2541/2893 [27:58<03:47,  1.55it/s]
overall:  64%|██████▎   | 2542/4000 [27:58<15:42,  1.55it/s]

train:  88%|████████▊ | 2542/2893 [27:58<03:46,  1.55it/s]
overall:  64%|██████▎   | 2543/4000 [27:59<15:42,  1.55it/s]

train:  88%|████████▊ | 2543/2893 [27:59<03:46,  1.55it/s]
overall:  64%|██████▎   | 2544/4000 [28:00<15:39,  1.55it/s]

train:  88%|████████▊ | 2544/2893 [28:00<03:45,  1.55it/s]
overall:  64%|██████▎   | 2545/4000 [28:00<15:42,  1.54it/s]

train:  88%|████████▊ | 2545/2893 [28:00<03:45,  1.54it/s]
overall:  64%|██████▎   | 2546/4000 [28:01<15:40,  1.55it/s]

train:  88%|████████▊ | 2546/2893 [28:01<03:44,  1.55it/s]
overall:  64%|██████▎   | 2547/4000 [28:02<15:42,  1.54it/s]

train:  88%|████████▊ | 2547/2893 [28:02<03:44,  1.54it/s]
overall:  64%|██████▎   | 2548/4000 [28:02<15:41,  1.54it/s]

train:  88%|████████▊ | 2548/2893 [28:02<03:43,  1.54it/s]
overall:  64%|██████▎   | 2549/4000 [28:03<15:39,  1.54it/s]

train:  88%|████████▊ | 2549/2893 [28:03<03:42,  1.54it/s]
overall:  64%|██████▍   | 2550/4000 [28:03<15:38,  1.54it/s]

train:  88%|████████▊ | 2550/2893 [28:03<03:42,  1.54it/s]
overall:  64%|██████▍   | 2551/4000 [28:04<15:36,  1.55it/s]

train:  88%|████████▊ | 2551/2893 [28:04<03:41,  1.55it/s]
overall:  64%|██████▍   | 2552/4000 [28:05<15:37,  1.55it/s]

train:  88%|████████▊ | 2552/2893 [28:05<03:40,  1.55it/s]
overall:  64%|██████▍   | 2553/4000 [28:05<15:34,  1.55it/s]

train:  88%|████████▊ | 2553/2893 [28:05<03:39,  1.55it/s]
overall:  64%|██████▍   | 2554/4000 [28:06<15:32,  1.55it/s]

train:  88%|████████▊ | 2554/2893 [28:06<03:38,  1.55it/s]
overall:  64%|██████▍   | 2555/4000 [28:07<15:33,  1.55it/s]

train:  88%|████████▊ | 2555/2893 [28:07<03:38,  1.55it/s]
overall:  64%|██████▍   | 2556/4000 [28:07<15:32,  1.55it/s]

train:  88%|████████▊ | 2556/2893 [28:07<03:37,  1.55it/s]
overall:  64%|██████▍   | 2557/4000 [28:08<15:35,  1.54it/s]

train:  88%|████████▊ | 2557/2893 [28:08<03:37,  1.54it/s]
overall:  64%|██████▍   | 2558/4000 [28:09<15:35,  1.54it/s]

train:  88%|████████▊ | 2558/2893 [28:09<03:37,  1.54it/s]
overall:  64%|██████▍   | 2559/4000 [28:09<15:36,  1.54it/s]

train:  88%|████████▊ | 2559/2893 [28:09<03:36,  1.54it/s]
overall:  64%|██████▍   | 2560/4000 [28:10<15:33,  1.54it/s]

train:  88%|████████▊ | 2560/2893 [28:10<03:35,  1.54it/s]
overall:  64%|██████▍   | 2561/4000 [28:11<15:29,  1.55it/s]

train:  89%|████████▊ | 2561/2893 [28:11<03:34,  1.55it/s]
overall:  64%|██████▍   | 2562/4000 [28:11<15:29,  1.55it/s]

train:  89%|████████▊ | 2562/2893 [28:11<03:33,  1.55it/s]
overall:  64%|██████▍   | 2563/4000 [28:12<15:29,  1.55it/s]

train:  89%|████████▊ | 2563/2893 [28:12<03:33,  1.55it/s]
overall:  64%|██████▍   | 2564/4000 [28:13<15:27,  1.55it/s]

train:  89%|████████▊ | 2564/2893 [28:13<03:32,  1.55it/s]
overall:  64%|██████▍   | 2565/4000 [28:13<15:27,  1.55it/s]

train:  89%|████████▊ | 2565/2893 [28:13<03:31,  1.55it/s]
overall:  64%|██████▍   | 2566/4000 [28:14<15:24,  1.55it/s]

train:  89%|████████▊ | 2566/2893 [28:14<03:30,  1.55it/s]
overall:  64%|██████▍   | 2567/4000 [28:14<15:25,  1.55it/s]

train:  89%|████████▊ | 2567/2893 [28:14<03:30,  1.55it/s]
overall:  64%|██████▍   | 2568/4000 [28:15<15:25,  1.55it/s]

train:  89%|████████▉ | 2568/2893 [28:15<03:29,  1.55it/s]
overall:  64%|██████▍   | 2569/4000 [28:16<15:28,  1.54it/s]

train:  89%|████████▉ | 2569/2893 [28:16<03:30,  1.54it/s]
overall:  64%|██████▍   | 2570/4000 [28:16<15:29,  1.54it/s]

train:  89%|████████▉ | 2570/2893 [28:16<03:30,  1.54it/s]
overall:  64%|██████▍   | 2571/4000 [28:17<15:29,  1.54it/s]

train:  89%|████████▉ | 2571/2893 [28:17<03:29,  1.54it/s]
overall:  64%|██████▍   | 2572/4000 [28:18<15:27,  1.54it/s]

train:  89%|████████▉ | 2572/2893 [28:18<03:28,  1.54it/s]
overall:  64%|██████▍   | 2573/4000 [28:18<15:24,  1.54it/s]

train:  89%|████████▉ | 2573/2893 [28:18<03:27,  1.54it/s]
overall:  64%|██████▍   | 2574/4000 [28:19<15:24,  1.54it/s]

train:  89%|████████▉ | 2574/2893 [28:19<03:26,  1.54it/s]
overall:  64%|██████▍   | 2575/4000 [28:20<15:23,  1.54it/s]

train:  89%|████████▉ | 2575/2893 [28:20<03:26,  1.54it/s]
overall:  64%|██████▍   | 2576/4000 [28:20<15:21,  1.54it/s]

train:  89%|████████▉ | 2576/2893 [28:20<03:25,  1.54it/s]
overall:  64%|██████▍   | 2577/4000 [28:21<15:19,  1.55it/s]

train:  89%|████████▉ | 2577/2893 [28:21<03:24,  1.55it/s]
overall:  64%|██████▍   | 2578/4000 [28:22<15:18,  1.55it/s]

train:  89%|████████▉ | 2578/2893 [28:22<03:23,  1.55it/s]
overall:  64%|██████▍   | 2579/4000 [28:22<16:12,  1.46it/s]

train:  89%|████████▉ | 2579/2893 [28:22<03:34,  1.46it/s]
overall:  64%|██████▍   | 2580/4000 [28:23<15:57,  1.48it/s]

train:  89%|████████▉ | 2580/2893 [28:23<03:30,  1.48it/s]
overall:  65%|██████▍   | 2581/4000 [28:24<15:51,  1.49it/s]

train:  89%|████████▉ | 2581/2893 [28:24<03:29,  1.49it/s]
overall:  65%|██████▍   | 2582/4000 [28:24<15:41,  1.51it/s]

train:  89%|████████▉ | 2582/2893 [28:24<03:26,  1.51it/s]
overall:  65%|██████▍   | 2583/4000 [28:25<15:36,  1.51it/s]

train:  89%|████████▉ | 2583/2893 [28:25<03:24,  1.51it/s]
overall:  65%|██████▍   | 2584/4000 [28:26<15:28,  1.52it/s]

train:  89%|████████▉ | 2584/2893 [28:26<03:22,  1.52it/s]
overall:  65%|██████▍   | 2585/4000 [28:26<15:24,  1.53it/s]

train:  89%|████████▉ | 2585/2893 [28:26<03:21,  1.53it/s]
overall:  65%|██████▍   | 2586/4000 [28:27<15:22,  1.53it/s]

train:  89%|████████▉ | 2586/2893 [28:27<03:20,  1.53it/s]
overall:  65%|██████▍   | 2587/4000 [28:28<15:19,  1.54it/s]

train:  89%|████████▉ | 2587/2893 [28:28<03:19,  1.54it/s]
overall:  65%|██████▍   | 2588/4000 [28:28<15:20,  1.53it/s]

train:  89%|████████▉ | 2588/2893 [28:28<03:18,  1.53it/s]
overall:  65%|██████▍   | 2589/4000 [28:29<15:14,  1.54it/s]

train:  89%|████████▉ | 2589/2893 [28:29<03:17,  1.54it/s]
overall:  65%|██████▍   | 2590/4000 [28:30<15:11,  1.55it/s]

train:  90%|████████▉ | 2590/2893 [28:30<03:15,  1.55it/s]
overall:  65%|██████▍   | 2591/4000 [28:30<15:13,  1.54it/s]

train:  90%|████████▉ | 2591/2893 [28:30<03:15,  1.54it/s]
overall:  65%|██████▍   | 2592/4000 [28:31<15:13,  1.54it/s]

train:  90%|████████▉ | 2592/2893 [28:31<03:15,  1.54it/s]
overall:  65%|██████▍   | 2593/4000 [28:31<15:15,  1.54it/s]

train:  90%|████████▉ | 2593/2893 [28:31<03:15,  1.54it/s]
overall:  65%|██████▍   | 2594/4000 [28:32<15:16,  1.53it/s]

train:  90%|████████▉ | 2594/2893 [28:32<03:14,  1.53it/s]
overall:  65%|██████▍   | 2595/4000 [28:33<15:14,  1.54it/s]

train:  90%|████████▉ | 2595/2893 [28:33<03:14,  1.54it/s]
overall:  65%|██████▍   | 2596/4000 [28:33<15:12,  1.54it/s]

train:  90%|████████▉ | 2596/2893 [28:33<03:13,  1.54it/s]
overall:  65%|██████▍   | 2597/4000 [28:34<15:09,  1.54it/s]

train:  90%|████████▉ | 2597/2893 [28:34<03:11,  1.54it/s]
overall:  65%|██████▍   | 2598/4000 [28:35<15:09,  1.54it/s]

train:  90%|████████▉ | 2598/2893 [28:35<03:11,  1.54it/s]
overall:  65%|██████▍   | 2599/4000 [28:35<15:08,  1.54it/s]

train:  90%|████████▉ | 2599/2893 [28:35<03:10,  1.54it/s]
overall:  65%|██████▌   | 2600/4000 [28:36<15:07,  1.54it/s]

train:  90%|████████▉ | 2600/2893 [28:36<03:09,  1.54it/s]
overall:  65%|██████▌   | 2601/4000 [28:37<15:07,  1.54it/s]

train:  90%|████████▉ | 2601/2893 [28:37<03:09,  1.54it/s]
overall:  65%|██████▌   | 2602/4000 [28:37<15:05,  1.54it/s]

train:  90%|████████▉ | 2602/2893 [28:37<03:08,  1.54it/s]
overall:  65%|██████▌   | 2603/4000 [28:38<15:06,  1.54it/s]

train:  90%|████████▉ | 2603/2893 [28:38<03:08,  1.54it/s]
overall:  65%|██████▌   | 2604/4000 [28:39<15:07,  1.54it/s]

train:  90%|█████████ | 2604/2893 [28:39<03:07,  1.54it/s]
overall:  65%|██████▌   | 2605/4000 [28:39<15:09,  1.53it/s]

train:  90%|█████████ | 2605/2893 [28:39<03:07,  1.53it/s]
overall:  65%|██████▌   | 2606/4000 [28:40<15:05,  1.54it/s]

train:  90%|█████████ | 2606/2893 [28:40<03:06,  1.54it/s]
overall:  65%|██████▌   | 2607/4000 [28:41<15:06,  1.54it/s]

train:  90%|█████████ | 2607/2893 [28:41<03:06,  1.54it/s]
overall:  65%|██████▌   | 2608/4000 [28:41<15:04,  1.54it/s]

train:  90%|█████████ | 2608/2893 [28:41<03:05,  1.54it/s]
overall:  65%|██████▌   | 2609/4000 [28:42<15:01,  1.54it/s]

train:  90%|█████████ | 2609/2893 [28:42<03:04,  1.54it/s]
overall:  65%|██████▌   | 2610/4000 [28:43<15:02,  1.54it/s]

train:  90%|█████████ | 2610/2893 [28:43<03:03,  1.54it/s]
overall:  65%|██████▌   | 2611/4000 [28:43<14:59,  1.54it/s]

train:  90%|█████████ | 2611/2893 [28:43<03:02,  1.54it/s]
overall:  65%|██████▌   | 2612/4000 [28:44<15:00,  1.54it/s]

train:  90%|█████████ | 2612/2893 [28:44<03:02,  1.54it/s]
overall:  65%|██████▌   | 2613/4000 [28:44<14:56,  1.55it/s]

train:  90%|█████████ | 2613/2893 [28:44<03:01,  1.55it/s]
overall:  65%|██████▌   | 2614/4000 [28:45<14:57,  1.54it/s]

train:  90%|█████████ | 2614/2893 [28:45<03:00,  1.54it/s]
overall:  65%|██████▌   | 2615/4000 [28:46<14:58,  1.54it/s]

train:  90%|█████████ | 2615/2893 [28:46<03:00,  1.54it/s]
overall:  65%|██████▌   | 2616/4000 [28:46<14:58,  1.54it/s]

train:  90%|█████████ | 2616/2893 [28:46<02:59,  1.54it/s]
overall:  65%|██████▌   | 2617/4000 [28:47<15:02,  1.53it/s]

train:  90%|█████████ | 2617/2893 [28:47<03:00,  1.53it/s]
overall:  65%|██████▌   | 2618/4000 [28:48<15:00,  1.53it/s]

train:  90%|█████████ | 2618/2893 [28:48<02:59,  1.53it/s]
overall:  65%|██████▌   | 2619/4000 [28:48<15:01,  1.53it/s]

train:  91%|█████████ | 2619/2893 [28:48<02:58,  1.53it/s]
overall:  66%|██████▌   | 2620/4000 [28:49<14:57,  1.54it/s]

train:  91%|█████████ | 2620/2893 [28:49<02:57,  1.54it/s]
overall:  66%|██████▌   | 2621/4000 [28:50<14:55,  1.54it/s]

train:  91%|█████████ | 2621/2893 [28:50<02:56,  1.54it/s]
overall:  66%|██████▌   | 2622/4000 [28:50<14:54,  1.54it/s]

train:  91%|█████████ | 2622/2893 [28:50<02:55,  1.54it/s]
overall:  66%|██████▌   | 2623/4000 [28:51<14:52,  1.54it/s]

train:  91%|█████████ | 2623/2893 [28:51<02:55,  1.54it/s]
overall:  66%|██████▌   | 2624/4000 [28:52<14:52,  1.54it/s]

train:  91%|█████████ | 2624/2893 [28:52<02:54,  1.54it/s]
overall:  66%|██████▌   | 2625/4000 [28:52<14:49,  1.55it/s]

train:  91%|█████████ | 2625/2893 [28:52<02:53,  1.55it/s]
overall:  66%|██████▌   | 2626/4000 [28:53<14:46,  1.55it/s]

train:  91%|█████████ | 2626/2893 [28:53<02:52,  1.55it/s]
overall:  66%|██████▌   | 2627/4000 [28:54<14:48,  1.54it/s]

train:  91%|█████████ | 2627/2893 [28:54<02:52,  1.54it/s]
overall:  66%|██████▌   | 2628/4000 [28:54<14:48,  1.54it/s]

train:  91%|█████████ | 2628/2893 [28:54<02:51,  1.54it/s]
overall:  66%|██████▌   | 2629/4000 [28:55<14:50,  1.54it/s]

train:  91%|█████████ | 2629/2893 [28:55<02:51,  1.54it/s]
overall:  66%|██████▌   | 2630/4000 [28:56<14:51,  1.54it/s]

train:  91%|█████████ | 2630/2893 [28:56<02:51,  1.54it/s]
overall:  66%|██████▌   | 2631/4000 [28:56<14:51,  1.54it/s]

train:  91%|█████████ | 2631/2893 [28:56<02:50,  1.54it/s]
overall:  66%|██████▌   | 2632/4000 [28:57<14:51,  1.54it/s]

train:  91%|█████████ | 2632/2893 [28:57<02:50,  1.54it/s]
overall:  66%|██████▌   | 2633/4000 [28:57<14:48,  1.54it/s]

train:  91%|█████████ | 2633/2893 [28:57<02:48,  1.54it/s]
overall:  66%|██████▌   | 2634/4000 [28:58<14:47,  1.54it/s]

train:  91%|█████████ | 2634/2893 [28:58<02:48,  1.54it/s]
overall:  66%|██████▌   | 2635/4000 [28:59<14:53,  1.53it/s]

train:  91%|█████████ | 2635/2893 [28:59<02:48,  1.53it/s]
overall:  66%|██████▌   | 2636/4000 [28:59<14:54,  1.53it/s]

train:  91%|█████████ | 2636/2893 [28:59<02:48,  1.53it/s]
overall:  66%|██████▌   | 2637/4000 [29:00<14:49,  1.53it/s]

train:  91%|█████████ | 2637/2893 [29:00<02:47,  1.53it/s]
overall:  66%|██████▌   | 2638/4000 [29:01<14:46,  1.54it/s]

train:  91%|█████████ | 2638/2893 [29:01<02:46,  1.54it/s]
overall:  66%|██████▌   | 2639/4000 [29:01<14:45,  1.54it/s]

train:  91%|█████████ | 2639/2893 [29:01<02:45,  1.54it/s]
overall:  66%|██████▌   | 2640/4000 [29:02<14:43,  1.54it/s]

train:  91%|█████████▏| 2640/2893 [29:02<02:44,  1.54it/s]
overall:  66%|██████▌   | 2641/4000 [29:03<14:45,  1.53it/s]

train:  91%|█████████▏| 2641/2893 [29:03<02:44,  1.53it/s]
overall:  66%|██████▌   | 2642/4000 [29:03<14:44,  1.54it/s]

train:  91%|█████████▏| 2642/2893 [29:03<02:43,  1.54it/s]
overall:  66%|██████▌   | 2643/4000 [29:04<14:45,  1.53it/s]

train:  91%|█████████▏| 2643/2893 [29:04<02:43,  1.53it/s]
overall:  66%|██████▌   | 2644/4000 [29:05<14:41,  1.54it/s]

train:  91%|█████████▏| 2644/2893 [29:05<02:41,  1.54it/s]
overall:  66%|██████▌   | 2645/4000 [29:05<14:39,  1.54it/s]

train:  91%|█████████▏| 2645/2893 [29:05<02:40,  1.54it/s]
overall:  66%|██████▌   | 2646/4000 [29:06<14:38,  1.54it/s]

train:  91%|█████████▏| 2646/2893 [29:06<02:40,  1.54it/s]
overall:  66%|██████▌   | 2647/4000 [29:07<14:36,  1.54it/s]

train:  91%|█████████▏| 2647/2893 [29:07<02:39,  1.54it/s]
overall:  66%|██████▌   | 2648/4000 [29:07<14:35,  1.54it/s]

train:  92%|█████████▏| 2648/2893 [29:07<02:38,  1.54it/s]
overall:  66%|██████▌   | 2649/4000 [29:08<14:36,  1.54it/s]

train:  92%|█████████▏| 2649/2893 [29:08<02:38,  1.54it/s]
overall:  66%|██████▋   | 2650/4000 [29:09<14:34,  1.54it/s]

train:  92%|█████████▏| 2650/2893 [29:09<02:37,  1.54it/s]
overall:  66%|██████▋   | 2651/4000 [29:09<14:34,  1.54it/s]

train:  92%|█████████▏| 2651/2893 [29:09<02:36,  1.54it/s]
overall:  66%|██████▋   | 2652/4000 [29:10<14:34,  1.54it/s]

train:  92%|█████████▏| 2652/2893 [29:10<02:36,  1.54it/s]
overall:  66%|██████▋   | 2653/4000 [29:10<14:35,  1.54it/s]

train:  92%|█████████▏| 2653/2893 [29:10<02:36,  1.54it/s]
overall:  66%|██████▋   | 2654/4000 [29:11<14:34,  1.54it/s]

train:  92%|█████████▏| 2654/2893 [29:11<02:35,  1.54it/s]
overall:  66%|██████▋   | 2655/4000 [29:12<14:34,  1.54it/s]

train:  92%|█████████▏| 2655/2893 [29:12<02:34,  1.54it/s]
overall:  66%|██████▋   | 2656/4000 [29:12<14:32,  1.54it/s]

train:  92%|█████████▏| 2656/2893 [29:12<02:33,  1.54it/s]
overall:  66%|██████▋   | 2657/4000 [29:13<14:29,  1.54it/s]

train:  92%|█████████▏| 2657/2893 [29:13<02:32,  1.54it/s]
overall:  66%|██████▋   | 2658/4000 [29:14<14:26,  1.55it/s]

train:  92%|█████████▏| 2658/2893 [29:14<02:31,  1.55it/s]
overall:  66%|██████▋   | 2659/4000 [29:14<14:27,  1.55it/s]

train:  92%|█████████▏| 2659/2893 [29:14<02:31,  1.55it/s]
overall:  66%|██████▋   | 2660/4000 [29:15<14:27,  1.54it/s]

train:  92%|█████████▏| 2660/2893 [29:15<02:30,  1.54it/s]
overall:  67%|██████▋   | 2661/4000 [29:16<14:26,  1.55it/s]

train:  92%|█████████▏| 2661/2893 [29:16<02:30,  1.55it/s]
overall:  67%|██████▋   | 2662/4000 [29:16<14:26,  1.54it/s]

train:  92%|█████████▏| 2662/2893 [29:16<02:29,  1.54it/s]
overall:  67%|██████▋   | 2663/4000 [29:17<14:25,  1.54it/s]

train:  92%|█████████▏| 2663/2893 [29:17<02:28,  1.54it/s]
overall:  67%|██████▋   | 2664/4000 [29:18<14:24,  1.54it/s]

train:  92%|█████████▏| 2664/2893 [29:18<02:28,  1.54it/s]
overall:  67%|██████▋   | 2665/4000 [29:18<14:28,  1.54it/s]

train:  92%|█████████▏| 2665/2893 [29:18<02:28,  1.54it/s]
overall:  67%|██████▋   | 2666/4000 [29:19<14:28,  1.54it/s]

train:  92%|█████████▏| 2666/2893 [29:19<02:27,  1.54it/s]
overall:  67%|██████▋   | 2667/4000 [29:20<14:28,  1.53it/s]

train:  92%|█████████▏| 2667/2893 [29:20<02:27,  1.53it/s]
overall:  67%|██████▋   | 2668/4000 [29:20<14:24,  1.54it/s]

train:  92%|█████████▏| 2668/2893 [29:20<02:26,  1.54it/s]
overall:  67%|██████▋   | 2669/4000 [29:21<14:23,  1.54it/s]

train:  92%|█████████▏| 2669/2893 [29:21<02:25,  1.54it/s]
overall:  67%|██████▋   | 2670/4000 [29:21<14:23,  1.54it/s]

train:  92%|█████████▏| 2670/2893 [29:21<02:24,  1.54it/s]
overall:  67%|██████▋   | 2671/4000 [29:22<14:22,  1.54it/s]

train:  92%|█████████▏| 2671/2893 [29:22<02:24,  1.54it/s]
overall:  67%|██████▋   | 2672/4000 [29:23<14:22,  1.54it/s]

train:  92%|█████████▏| 2672/2893 [29:23<02:23,  1.54it/s]
overall:  67%|██████▋   | 2673/4000 [29:23<14:18,  1.55it/s]

train:  92%|█████████▏| 2673/2893 [29:23<02:22,  1.55it/s]
overall:  67%|██████▋   | 2674/4000 [29:24<14:19,  1.54it/s]

train:  92%|█████████▏| 2674/2893 [29:24<02:21,  1.54it/s]
overall:  67%|██████▋   | 2675/4000 [29:25<14:18,  1.54it/s]

train:  92%|█████████▏| 2675/2893 [29:25<02:21,  1.54it/s]
overall:  67%|██████▋   | 2676/4000 [29:25<14:18,  1.54it/s]

train:  92%|█████████▏| 2676/2893 [29:25<02:20,  1.54it/s]
overall:  67%|██████▋   | 2677/4000 [29:26<14:19,  1.54it/s]

train:  93%|█████████▎| 2677/2893 [29:26<02:20,  1.54it/s]
overall:  67%|██████▋   | 2678/4000 [29:27<14:18,  1.54it/s]

train:  93%|█████████▎| 2678/2893 [29:27<02:19,  1.54it/s]
overall:  67%|██████▋   | 2679/4000 [29:27<14:20,  1.54it/s]

train:  93%|█████████▎| 2679/2893 [29:27<02:19,  1.54it/s]
overall:  67%|██████▋   | 2680/4000 [29:28<14:16,  1.54it/s]

train:  93%|█████████▎| 2680/2893 [29:28<02:18,  1.54it/s]
overall:  67%|██████▋   | 2681/4000 [29:29<14:16,  1.54it/s]

train:  93%|█████████▎| 2681/2893 [29:29<02:17,  1.54it/s]
overall:  67%|██████▋   | 2682/4000 [29:29<14:13,  1.54it/s]

train:  93%|█████████▎| 2682/2893 [29:29<02:16,  1.54it/s]
overall:  67%|██████▋   | 2683/4000 [29:30<14:13,  1.54it/s]

train:  93%|█████████▎| 2683/2893 [29:30<02:16,  1.54it/s]
overall:  67%|██████▋   | 2684/4000 [29:31<14:12,  1.54it/s]

train:  93%|█████████▎| 2684/2893 [29:31<02:15,  1.54it/s]
overall:  67%|██████▋   | 2685/4000 [29:31<14:09,  1.55it/s]

train:  93%|█████████▎| 2685/2893 [29:31<02:14,  1.55it/s]
overall:  67%|██████▋   | 2686/4000 [29:32<14:06,  1.55it/s]

train:  93%|█████████▎| 2686/2893 [29:32<02:13,  1.55it/s]
overall:  67%|██████▋   | 2687/4000 [29:33<14:08,  1.55it/s]

train:  93%|█████████▎| 2687/2893 [29:32<02:13,  1.55it/s]
overall:  67%|██████▋   | 2688/4000 [29:33<14:08,  1.55it/s]

train:  93%|█████████▎| 2688/2893 [29:33<02:12,  1.55it/s]
overall:  67%|██████▋   | 2689/4000 [29:34<14:12,  1.54it/s]

train:  93%|█████████▎| 2689/2893 [29:34<02:12,  1.54it/s]
overall:  67%|██████▋   | 2690/4000 [29:34<14:10,  1.54it/s]

train:  93%|█████████▎| 2690/2893 [29:34<02:11,  1.54it/s]
overall:  67%|██████▋   | 2691/4000 [29:35<14:11,  1.54it/s]

train:  93%|█████████▎| 2691/2893 [29:35<02:11,  1.54it/s]
overall:  67%|██████▋   | 2692/4000 [29:36<14:11,  1.54it/s]

train:  93%|█████████▎| 2692/2893 [29:36<02:10,  1.54it/s]
overall:  67%|██████▋   | 2693/4000 [29:36<14:08,  1.54it/s]

train:  93%|█████████▎| 2693/2893 [29:36<02:09,  1.54it/s]
overall:  67%|██████▋   | 2694/4000 [29:37<14:05,  1.54it/s]

train:  93%|█████████▎| 2694/2893 [29:37<02:08,  1.54it/s]
overall:  67%|██████▋   | 2695/4000 [29:38<14:06,  1.54it/s]

train:  93%|█████████▎| 2695/2893 [29:38<02:08,  1.54it/s]
overall:  67%|██████▋   | 2696/4000 [29:38<14:04,  1.54it/s]

train:  93%|█████████▎| 2696/2893 [29:38<02:07,  1.54it/s]
overall:  67%|██████▋   | 2697/4000 [29:39<14:03,  1.54it/s]

train:  93%|█████████▎| 2697/2893 [29:39<02:06,  1.54it/s]
overall:  67%|██████▋   | 2698/4000 [29:40<14:02,  1.55it/s]

train:  93%|█████████▎| 2698/2893 [29:40<02:06,  1.55it/s]
overall:  67%|██████▋   | 2699/4000 [29:40<14:02,  1.54it/s]

train:  93%|█████████▎| 2699/2893 [29:40<02:05,  1.54it/s]
overall:  68%|██████▊   | 2700/4000 [29:41<14:01,  1.54it/s]

train:  93%|█████████▎| 2700/2893 [29:41<02:04,  1.54it/s]
overall:  68%|██████▊   | 2701/4000 [29:42<14:05,  1.54it/s]

train:  93%|█████████▎| 2701/2893 [29:42<02:05,  1.54it/s]
overall:  68%|██████▊   | 2702/4000 [29:42<14:05,  1.53it/s]

train:  93%|█████████▎| 2702/2893 [29:42<02:04,  1.53it/s]
overall:  68%|██████▊   | 2703/4000 [29:43<14:06,  1.53it/s]

train:  93%|█████████▎| 2703/2893 [29:43<02:03,  1.53it/s]
overall:  68%|██████▊   | 2704/4000 [29:44<14:01,  1.54it/s]

train:  93%|█████████▎| 2704/2893 [29:44<02:02,  1.54it/s]
overall:  68%|██████▊   | 2705/4000 [29:44<13:59,  1.54it/s]

train:  94%|█████████▎| 2705/2893 [29:44<02:01,  1.54it/s]
overall:  68%|██████▊   | 2706/4000 [29:45<13:58,  1.54it/s]

train:  94%|█████████▎| 2706/2893 [29:45<02:01,  1.54it/s]
overall:  68%|██████▊   | 2707/4000 [29:45<13:57,  1.54it/s]

train:  94%|█████████▎| 2707/2893 [29:45<02:00,  1.54it/s]
overall:  68%|██████▊   | 2708/4000 [29:46<13:56,  1.54it/s]

train:  94%|█████████▎| 2708/2893 [29:46<01:59,  1.54it/s]
overall:  68%|██████▊   | 2709/4000 [29:47<13:55,  1.55it/s]

train:  94%|█████████▎| 2709/2893 [29:47<01:59,  1.55it/s]
overall:  68%|██████▊   | 2710/4000 [29:47<13:54,  1.55it/s]

train:  94%|█████████▎| 2710/2893 [29:47<01:58,  1.55it/s]
overall:  68%|██████▊   | 2711/4000 [29:48<13:57,  1.54it/s]

train:  94%|█████████▎| 2711/2893 [29:48<01:58,  1.54it/s]
overall:  68%|██████▊   | 2712/4000 [29:49<13:55,  1.54it/s]

train:  94%|█████████▎| 2712/2893 [29:49<01:57,  1.54it/s]
overall:  68%|██████▊   | 2713/4000 [29:49<13:56,  1.54it/s]

train:  94%|█████████▍| 2713/2893 [29:49<01:57,  1.54it/s]
overall:  68%|██████▊   | 2714/4000 [29:50<13:56,  1.54it/s]

train:  94%|█████████▍| 2714/2893 [29:50<01:56,  1.54it/s]
overall:  68%|██████▊   | 2715/4000 [29:51<13:55,  1.54it/s]

train:  94%|█████████▍| 2715/2893 [29:51<01:55,  1.54it/s]
overall:  68%|██████▊   | 2716/4000 [29:51<13:52,  1.54it/s]

train:  94%|█████████▍| 2716/2893 [29:51<01:54,  1.54it/s]
overall:  68%|██████▊   | 2717/4000 [29:52<13:51,  1.54it/s]

train:  94%|█████████▍| 2717/2893 [29:52<01:54,  1.54it/s]
overall:  68%|██████▊   | 2718/4000 [29:53<13:52,  1.54it/s]

train:  94%|█████████▍| 2718/2893 [29:53<01:53,  1.54it/s]
overall:  68%|██████▊   | 2719/4000 [29:53<13:52,  1.54it/s]

train:  94%|█████████▍| 2719/2893 [29:53<01:53,  1.54it/s]
overall:  68%|██████▊   | 2720/4000 [29:54<13:49,  1.54it/s]

train:  94%|█████████▍| 2720/2893 [29:54<01:52,  1.54it/s]
overall:  68%|██████▊   | 2721/4000 [29:55<13:51,  1.54it/s]

train:  94%|█████████▍| 2721/2893 [29:55<01:51,  1.54it/s]
overall:  68%|██████▊   | 2722/4000 [29:55<13:50,  1.54it/s]

train:  94%|█████████▍| 2722/2893 [29:55<01:51,  1.54it/s]
overall:  68%|██████▊   | 2723/4000 [29:56<13:50,  1.54it/s]

train:  94%|█████████▍| 2723/2893 [29:56<01:50,  1.54it/s]
overall:  68%|██████▊   | 2724/4000 [29:57<13:47,  1.54it/s]

train:  94%|█████████▍| 2724/2893 [29:57<01:49,  1.54it/s]
overall:  68%|██████▊   | 2725/4000 [29:57<13:49,  1.54it/s]

train:  94%|█████████▍| 2725/2893 [29:57<01:49,  1.54it/s]
overall:  68%|██████▊   | 2726/4000 [29:58<13:47,  1.54it/s]

train:  94%|█████████▍| 2726/2893 [29:58<01:48,  1.54it/s]
overall:  68%|██████▊   | 2727/4000 [29:58<13:45,  1.54it/s]

train:  94%|█████████▍| 2727/2893 [29:58<01:47,  1.54it/s]
overall:  68%|██████▊   | 2728/4000 [29:59<13:44,  1.54it/s]

train:  94%|█████████▍| 2728/2893 [29:59<01:46,  1.54it/s]
overall:  68%|██████▊   | 2729/4000 [30:00<13:43,  1.54it/s]

train:  94%|█████████▍| 2729/2893 [30:00<01:46,  1.54it/s]
overall:  68%|██████▊   | 2730/4000 [30:00<13:43,  1.54it/s]

train:  94%|█████████▍| 2730/2893 [30:00<01:45,  1.54it/s]
overall:  68%|██████▊   | 2731/4000 [30:01<13:43,  1.54it/s]

train:  94%|█████████▍| 2731/2893 [30:01<01:45,  1.54it/s]
overall:  68%|██████▊   | 2732/4000 [30:02<13:44,  1.54it/s]

train:  94%|█████████▍| 2732/2893 [30:02<01:44,  1.54it/s]
overall:  68%|██████▊   | 2733/4000 [30:02<13:40,  1.54it/s]

train:  94%|█████████▍| 2733/2893 [30:02<01:43,  1.54it/s]
overall:  68%|██████▊   | 2734/4000 [30:03<13:38,  1.55it/s]

train:  95%|█████████▍| 2734/2893 [30:03<01:42,  1.55it/s]
overall:  68%|██████▊   | 2735/4000 [30:04<13:39,  1.54it/s]

train:  95%|█████████▍| 2735/2893 [30:04<01:42,  1.54it/s]
overall:  68%|██████▊   | 2736/4000 [30:04<13:37,  1.55it/s]

train:  95%|█████████▍| 2736/2893 [30:04<01:41,  1.55it/s]
overall:  68%|██████▊   | 2737/4000 [30:05<13:40,  1.54it/s]

train:  95%|█████████▍| 2737/2893 [30:05<01:41,  1.54it/s]
overall:  68%|██████▊   | 2738/4000 [30:06<13:39,  1.54it/s]

train:  95%|█████████▍| 2738/2893 [30:06<01:40,  1.54it/s]
overall:  68%|██████▊   | 2739/4000 [30:06<13:38,  1.54it/s]

train:  95%|█████████▍| 2739/2893 [30:06<01:40,  1.54it/s]
overall:  68%|██████▊   | 2740/4000 [30:07<13:39,  1.54it/s]

train:  95%|█████████▍| 2740/2893 [30:07<01:39,  1.54it/s]
overall:  69%|██████▊   | 2741/4000 [30:08<13:37,  1.54it/s]

train:  95%|█████████▍| 2741/2893 [30:08<01:38,  1.54it/s]
overall:  69%|██████▊   | 2742/4000 [30:08<13:36,  1.54it/s]

train:  95%|█████████▍| 2742/2893 [30:08<01:38,  1.54it/s]
overall:  69%|██████▊   | 2743/4000 [30:09<13:37,  1.54it/s]

train:  95%|█████████▍| 2743/2893 [30:09<01:37,  1.54it/s]
overall:  69%|██████▊   | 2744/4000 [30:09<13:34,  1.54it/s]

train:  95%|█████████▍| 2744/2893 [30:09<01:36,  1.54it/s]
overall:  69%|██████▊   | 2745/4000 [30:10<13:33,  1.54it/s]

train:  95%|█████████▍| 2745/2893 [30:10<01:35,  1.54it/s]
overall:  69%|██████▊   | 2746/4000 [30:11<13:29,  1.55it/s]

train:  95%|█████████▍| 2746/2893 [30:11<01:34,  1.55it/s]
overall:  69%|██████▊   | 2747/4000 [30:11<13:31,  1.54it/s]

train:  95%|█████████▍| 2747/2893 [30:11<01:34,  1.54it/s]
overall:  69%|██████▊   | 2748/4000 [30:12<13:29,  1.55it/s]

train:  95%|█████████▍| 2748/2893 [30:12<01:33,  1.55it/s]
overall:  69%|██████▊   | 2749/4000 [30:13<13:31,  1.54it/s]

train:  95%|█████████▌| 2749/2893 [30:13<01:33,  1.54it/s]
overall:  69%|██████▉   | 2750/4000 [30:13<13:32,  1.54it/s]

train:  95%|█████████▌| 2750/2893 [30:13<01:32,  1.54it/s]
overall:  69%|██████▉   | 2751/4000 [30:14<13:32,  1.54it/s]

train:  95%|█████████▌| 2751/2893 [30:14<01:32,  1.54it/s]
overall:  69%|██████▉   | 2752/4000 [30:15<13:30,  1.54it/s]

train:  95%|█████████▌| 2752/2893 [30:15<01:31,  1.54it/s]
overall:  69%|██████▉   | 2753/4000 [30:15<13:27,  1.54it/s]

train:  95%|█████████▌| 2753/2893 [30:15<01:30,  1.54it/s]
overall:  69%|██████▉   | 2754/4000 [30:16<13:26,  1.55it/s]

train:  95%|█████████▌| 2754/2893 [30:16<01:29,  1.55it/s]
overall:  69%|██████▉   | 2755/4000 [30:17<13:24,  1.55it/s]

train:  95%|█████████▌| 2755/2893 [30:17<01:29,  1.55it/s]
overall:  69%|██████▉   | 2756/4000 [30:17<13:23,  1.55it/s]

train:  95%|█████████▌| 2756/2893 [30:17<01:28,  1.55it/s]
overall:  69%|██████▉   | 2757/4000 [30:18<13:21,  1.55it/s]

train:  95%|█████████▌| 2757/2893 [30:18<01:27,  1.55it/s]
overall:  69%|██████▉   | 2758/4000 [30:19<13:21,  1.55it/s]

train:  95%|█████████▌| 2758/2893 [30:19<01:27,  1.55it/s]
overall:  69%|██████▉   | 2759/4000 [30:19<13:22,  1.55it/s]

train:  95%|█████████▌| 2759/2893 [30:19<01:26,  1.55it/s]
overall:  69%|██████▉   | 2760/4000 [30:20<13:22,  1.55it/s]

train:  95%|█████████▌| 2760/2893 [30:20<01:26,  1.55it/s]
overall:  69%|██████▉   | 2761/4000 [30:21<13:27,  1.53it/s]

train:  95%|█████████▌| 2761/2893 [30:21<01:26,  1.53it/s]
overall:  69%|██████▉   | 2762/4000 [30:21<13:26,  1.53it/s]

train:  95%|█████████▌| 2762/2893 [30:21<01:25,  1.53it/s]
overall:  69%|██████▉   | 2763/4000 [30:22<13:25,  1.54it/s]

train:  96%|█████████▌| 2763/2893 [30:22<01:24,  1.54it/s]
overall:  69%|██████▉   | 2764/4000 [30:22<13:22,  1.54it/s]

train:  96%|█████████▌| 2764/2893 [30:22<01:23,  1.54it/s]
overall:  69%|██████▉   | 2765/4000 [30:23<13:19,  1.54it/s]

train:  96%|█████████▌| 2765/2893 [30:23<01:22,  1.54it/s]
overall:  69%|██████▉   | 2766/4000 [30:24<13:18,  1.54it/s]

train:  96%|█████████▌| 2766/2893 [30:24<01:22,  1.54it/s]
overall:  69%|██████▉   | 2767/4000 [30:24<13:17,  1.55it/s]

train:  96%|█████████▌| 2767/2893 [30:24<01:21,  1.55it/s]
overall:  69%|██████▉   | 2768/4000 [30:25<13:16,  1.55it/s]

train:  96%|█████████▌| 2768/2893 [30:25<01:20,  1.55it/s]
overall:  69%|██████▉   | 2769/4000 [30:26<13:14,  1.55it/s]

train:  96%|█████████▌| 2769/2893 [30:26<01:20,  1.55it/s]
overall:  69%|██████▉   | 2770/4000 [30:26<13:14,  1.55it/s]

train:  96%|█████████▌| 2770/2893 [30:26<01:19,  1.55it/s]
overall:  69%|██████▉   | 2771/4000 [30:27<13:15,  1.55it/s]

train:  96%|█████████▌| 2771/2893 [30:27<01:18,  1.55it/s]
overall:  69%|██████▉   | 2772/4000 [30:28<13:14,  1.55it/s]

train:  96%|█████████▌| 2772/2893 [30:28<01:18,  1.55it/s]
overall:  69%|██████▉   | 2773/4000 [30:28<13:16,  1.54it/s]

train:  96%|█████████▌| 2773/2893 [30:28<01:17,  1.54it/s]
overall:  69%|██████▉   | 2774/4000 [30:29<13:14,  1.54it/s]

train:  96%|█████████▌| 2774/2893 [30:29<01:17,  1.54it/s]
overall:  69%|██████▉   | 2775/4000 [30:30<13:14,  1.54it/s]

train:  96%|█████████▌| 2775/2893 [30:30<01:16,  1.54it/s]
overall:  69%|██████▉   | 2776/4000 [30:30<13:13,  1.54it/s]

train:  96%|█████████▌| 2776/2893 [30:30<01:15,  1.54it/s]
overall:  69%|██████▉   | 2777/4000 [30:31<13:12,  1.54it/s]

train:  96%|█████████▌| 2777/2893 [30:31<01:15,  1.54it/s]
overall:  69%|██████▉   | 2778/4000 [30:32<13:10,  1.55it/s]

train:  96%|█████████▌| 2778/2893 [30:32<01:14,  1.55it/s]
overall:  69%|██████▉   | 2779/4000 [30:32<13:10,  1.54it/s]

train:  96%|█████████▌| 2779/2893 [30:32<01:13,  1.54it/s]
overall:  70%|██████▉   | 2780/4000 [30:33<13:09,  1.55it/s]

train:  96%|█████████▌| 2780/2893 [30:33<01:13,  1.55it/s]
overall:  70%|██████▉   | 2781/4000 [30:33<13:09,  1.54it/s]

train:  96%|█████████▌| 2781/2893 [30:33<01:12,  1.54it/s]
overall:  70%|██████▉   | 2782/4000 [30:34<13:09,  1.54it/s]

train:  96%|█████████▌| 2782/2893 [30:34<01:11,  1.54it/s]
overall:  70%|██████▉   | 2783/4000 [30:35<13:08,  1.54it/s]

train:  96%|█████████▌| 2783/2893 [30:35<01:11,  1.54it/s]
overall:  70%|██████▉   | 2784/4000 [30:35<13:06,  1.55it/s]

train:  96%|█████████▌| 2784/2893 [30:35<01:10,  1.55it/s]
overall:  70%|██████▉   | 2785/4000 [30:36<13:08,  1.54it/s]

train:  96%|█████████▋| 2785/2893 [30:36<01:10,  1.54it/s]
overall:  70%|██████▉   | 2786/4000 [30:37<13:09,  1.54it/s]

train:  96%|█████████▋| 2786/2893 [30:37<01:09,  1.54it/s]
overall:  70%|██████▉   | 2787/4000 [30:37<13:11,  1.53it/s]

train:  96%|█████████▋| 2787/2893 [30:37<01:09,  1.53it/s]
overall:  70%|██████▉   | 2788/4000 [30:38<13:06,  1.54it/s]

train:  96%|█████████▋| 2788/2893 [30:38<01:08,  1.54it/s]
overall:  70%|██████▉   | 2789/4000 [30:39<13:04,  1.54it/s]

train:  96%|█████████▋| 2789/2893 [30:39<01:07,  1.54it/s]
overall:  70%|██████▉   | 2790/4000 [30:39<13:01,  1.55it/s]

train:  96%|█████████▋| 2790/2893 [30:39<01:06,  1.55it/s]
overall:  70%|██████▉   | 2791/4000 [30:40<13:03,  1.54it/s]

train:  96%|█████████▋| 2791/2893 [30:40<01:06,  1.54it/s]
overall:  70%|██████▉   | 2792/4000 [30:41<13:01,  1.55it/s]

train:  97%|█████████▋| 2792/2893 [30:41<01:05,  1.55it/s]
overall:  70%|██████▉   | 2793/4000 [30:41<13:02,  1.54it/s]

train:  97%|█████████▋| 2793/2893 [30:41<01:04,  1.54it/s]
overall:  70%|██████▉   | 2794/4000 [30:42<13:01,  1.54it/s]

train:  97%|█████████▋| 2794/2893 [30:42<01:04,  1.54it/s]
overall:  70%|██████▉   | 2795/4000 [30:43<13:01,  1.54it/s]

train:  97%|█████████▋| 2795/2893 [30:43<01:03,  1.54it/s]
overall:  70%|██████▉   | 2796/4000 [30:43<13:01,  1.54it/s]

train:  97%|█████████▋| 2796/2893 [30:43<01:02,  1.54it/s]
overall:  70%|██████▉   | 2797/4000 [30:44<13:02,  1.54it/s]

train:  97%|█████████▋| 2797/2893 [30:44<01:02,  1.54it/s]
overall:  70%|██████▉   | 2798/4000 [30:44<13:01,  1.54it/s]

train:  97%|█████████▋| 2798/2893 [30:44<01:01,  1.54it/s]
overall:  70%|██████▉   | 2799/4000 [30:45<13:01,  1.54it/s]

train:  97%|█████████▋| 2799/2893 [30:45<01:01,  1.54it/s]
overall:  70%|███████   | 2800/4000 [30:46<12:58,  1.54it/s]

train:  97%|█████████▋| 2800/2893 [30:46<01:00,  1.54it/s]
overall:  70%|███████   | 2801/4000 [30:46<12:57,  1.54it/s]

train:  97%|█████████▋| 2801/2893 [30:46<00:59,  1.54it/s]
overall:  70%|███████   | 2802/4000 [30:47<12:57,  1.54it/s]

train:  97%|█████████▋| 2802/2893 [30:47<00:59,  1.54it/s]
overall:  70%|███████   | 2803/4000 [30:48<12:55,  1.54it/s]

train:  97%|█████████▋| 2803/2893 [30:48<00:58,  1.54it/s]
overall:  70%|███████   | 2804/4000 [30:48<12:56,  1.54it/s]

train:  97%|█████████▋| 2804/2893 [30:48<00:57,  1.54it/s]
overall:  70%|███████   | 2805/4000 [30:49<12:53,  1.54it/s]

train:  97%|█████████▋| 2805/2893 [30:49<00:56,  1.54it/s]
overall:  70%|███████   | 2806/4000 [30:50<12:52,  1.55it/s]

train:  97%|█████████▋| 2806/2893 [30:50<00:56,  1.55it/s]
overall:  70%|███████   | 2807/4000 [30:50<12:51,  1.55it/s]

train:  97%|█████████▋| 2807/2893 [30:50<00:55,  1.55it/s]
overall:  70%|███████   | 2808/4000 [30:51<12:51,  1.54it/s]

train:  97%|█████████▋| 2808/2893 [30:51<00:55,  1.54it/s]
overall:  70%|███████   | 2809/4000 [30:52<12:54,  1.54it/s]

train:  97%|█████████▋| 2809/2893 [30:52<00:54,  1.54it/s]
overall:  70%|███████   | 2810/4000 [30:52<12:52,  1.54it/s]

train:  97%|█████████▋| 2810/2893 [30:52<00:53,  1.54it/s]
overall:  70%|███████   | 2811/4000 [30:53<12:53,  1.54it/s]

train:  97%|█████████▋| 2811/2893 [30:53<00:53,  1.54it/s]
overall:  70%|███████   | 2812/4000 [30:54<12:51,  1.54it/s]

train:  97%|█████████▋| 2812/2893 [30:54<00:52,  1.54it/s]
overall:  70%|███████   | 2813/4000 [30:54<12:50,  1.54it/s]

train:  97%|█████████▋| 2813/2893 [30:54<00:51,  1.54it/s]
overall:  70%|███████   | 2814/4000 [30:55<12:50,  1.54it/s]

train:  97%|█████████▋| 2814/2893 [30:55<00:51,  1.54it/s]
overall:  70%|███████   | 2815/4000 [30:56<12:49,  1.54it/s]

train:  97%|█████████▋| 2815/2893 [30:56<00:50,  1.54it/s]
overall:  70%|███████   | 2816/4000 [30:56<12:47,  1.54it/s]

train:  97%|█████████▋| 2816/2893 [30:56<00:49,  1.54it/s]
overall:  70%|███████   | 2817/4000 [30:57<12:45,  1.54it/s]

train:  97%|█████████▋| 2817/2893 [30:57<00:49,  1.54it/s]
overall:  70%|███████   | 2818/4000 [30:57<12:45,  1.54it/s]

train:  97%|█████████▋| 2818/2893 [30:57<00:48,  1.54it/s]
overall:  70%|███████   | 2819/4000 [30:58<12:44,  1.54it/s]

train:  97%|█████████▋| 2819/2893 [30:58<00:47,  1.54it/s]
overall:  70%|███████   | 2820/4000 [30:59<12:45,  1.54it/s]

train:  97%|█████████▋| 2820/2893 [30:59<00:47,  1.54it/s]
overall:  71%|███████   | 2821/4000 [30:59<12:47,  1.54it/s]

train:  98%|█████████▊| 2821/2893 [30:59<00:46,  1.54it/s]
overall:  71%|███████   | 2822/4000 [31:00<12:45,  1.54it/s]

train:  98%|█████████▊| 2822/2893 [31:00<00:46,  1.54it/s]
overall:  71%|███████   | 2823/4000 [31:01<12:45,  1.54it/s]

train:  98%|█████████▊| 2823/2893 [31:01<00:45,  1.54it/s]
overall:  71%|███████   | 2824/4000 [31:01<12:44,  1.54it/s]

train:  98%|█████████▊| 2824/2893 [31:01<00:44,  1.54it/s]
overall:  71%|███████   | 2825/4000 [31:02<12:41,  1.54it/s]

train:  98%|█████████▊| 2825/2893 [31:02<00:44,  1.54it/s]
overall:  71%|███████   | 2826/4000 [31:03<12:41,  1.54it/s]

train:  98%|█████████▊| 2826/2893 [31:03<00:43,  1.54it/s]
overall:  71%|███████   | 2827/4000 [31:03<12:39,  1.54it/s]

train:  98%|█████████▊| 2827/2893 [31:03<00:42,  1.54it/s]
overall:  71%|███████   | 2828/4000 [31:04<12:38,  1.54it/s]

train:  98%|█████████▊| 2828/2893 [31:04<00:42,  1.54it/s]
overall:  71%|███████   | 2829/4000 [31:05<12:37,  1.55it/s]

train:  98%|█████████▊| 2829/2893 [31:05<00:41,  1.55it/s]
overall:  71%|███████   | 2830/4000 [31:05<12:37,  1.55it/s]

train:  98%|█████████▊| 2830/2893 [31:05<00:40,  1.55it/s]
overall:  71%|███████   | 2831/4000 [31:06<12:37,  1.54it/s]

train:  98%|█████████▊| 2831/2893 [31:06<00:40,  1.54it/s]
overall:  71%|███████   | 2832/4000 [31:07<12:38,  1.54it/s]

train:  98%|█████████▊| 2832/2893 [31:07<00:39,  1.54it/s]
overall:  71%|███████   | 2833/4000 [31:07<12:40,  1.54it/s]

train:  98%|█████████▊| 2833/2893 [31:07<00:39,  1.54it/s]
overall:  71%|███████   | 2834/4000 [31:08<12:38,  1.54it/s]

train:  98%|█████████▊| 2834/2893 [31:08<00:38,  1.54it/s]
overall:  71%|███████   | 2835/4000 [31:09<12:37,  1.54it/s]

train:  98%|█████████▊| 2835/2893 [31:08<00:37,  1.54it/s]
overall:  71%|███████   | 2836/4000 [31:09<12:36,  1.54it/s]

train:  98%|█████████▊| 2836/2893 [31:09<00:37,  1.54it/s]
overall:  71%|███████   | 2837/4000 [31:10<12:35,  1.54it/s]

train:  98%|█████████▊| 2837/2893 [31:10<00:36,  1.54it/s]
overall:  71%|███████   | 2838/4000 [31:10<12:34,  1.54it/s]

train:  98%|█████████▊| 2838/2893 [31:10<00:35,  1.54it/s]
overall:  71%|███████   | 2839/4000 [31:11<12:31,  1.54it/s]

train:  98%|█████████▊| 2839/2893 [31:11<00:34,  1.54it/s]
overall:  71%|███████   | 2840/4000 [31:12<12:31,  1.54it/s]

train:  98%|█████████▊| 2840/2893 [31:12<00:34,  1.54it/s]
overall:  71%|███████   | 2841/4000 [31:12<12:29,  1.55it/s]

train:  98%|█████████▊| 2841/2893 [31:12<00:33,  1.55it/s]
overall:  71%|███████   | 2842/4000 [31:13<12:27,  1.55it/s]

train:  98%|█████████▊| 2842/2893 [31:13<00:32,  1.55it/s]
overall:  71%|███████   | 2843/4000 [31:14<12:28,  1.55it/s]

train:  98%|█████████▊| 2843/2893 [31:14<00:32,  1.55it/s]
overall:  71%|███████   | 2844/4000 [31:14<12:27,  1.55it/s]

train:  98%|█████████▊| 2844/2893 [31:14<00:31,  1.55it/s]
overall:  71%|███████   | 2845/4000 [31:15<12:29,  1.54it/s]

train:  98%|█████████▊| 2845/2893 [31:15<00:31,  1.54it/s]
overall:  71%|███████   | 2846/4000 [31:16<12:28,  1.54it/s]

train:  98%|█████████▊| 2846/2893 [31:16<00:30,  1.54it/s]
overall:  71%|███████   | 2847/4000 [31:16<12:29,  1.54it/s]

train:  98%|█████████▊| 2847/2893 [31:16<00:29,  1.54it/s]
overall:  71%|███████   | 2848/4000 [31:17<12:29,  1.54it/s]

train:  98%|█████████▊| 2848/2893 [31:17<00:29,  1.54it/s]
overall:  71%|███████   | 2849/4000 [31:18<12:26,  1.54it/s]

train:  98%|█████████▊| 2849/2893 [31:18<00:28,  1.54it/s]
overall:  71%|███████▏  | 2850/4000 [31:18<12:26,  1.54it/s]

train:  99%|█████████▊| 2850/2893 [31:18<00:27,  1.54it/s]
overall:  71%|███████▏  | 2851/4000 [31:19<12:24,  1.54it/s]

train:  99%|█████████▊| 2851/2893 [31:19<00:27,  1.54it/s]
overall:  71%|███████▏  | 2852/4000 [31:20<12:22,  1.55it/s]

train:  99%|█████████▊| 2852/2893 [31:20<00:26,  1.55it/s]
overall:  71%|███████▏  | 2853/4000 [31:20<12:23,  1.54it/s]

train:  99%|█████████▊| 2853/2893 [31:20<00:25,  1.54it/s]
overall:  71%|███████▏  | 2854/4000 [31:21<12:22,  1.54it/s]

train:  99%|█████████▊| 2854/2893 [31:21<00:25,  1.54it/s]
overall:  71%|███████▏  | 2855/4000 [31:21<12:22,  1.54it/s]

train:  99%|█████████▊| 2855/2893 [31:21<00:24,  1.54it/s]
overall:  71%|███████▏  | 2856/4000 [31:22<12:21,  1.54it/s]

train:  99%|█████████▊| 2856/2893 [31:22<00:23,  1.54it/s]
overall:  71%|███████▏  | 2857/4000 [31:23<12:24,  1.54it/s]

train:  99%|█████████▉| 2857/2893 [31:23<00:23,  1.54it/s]
overall:  71%|███████▏  | 2858/4000 [31:23<12:22,  1.54it/s]

train:  99%|█████████▉| 2858/2893 [31:23<00:22,  1.54it/s]
overall:  71%|███████▏  | 2859/4000 [31:24<12:23,  1.53it/s]

train:  99%|█████████▉| 2859/2893 [31:24<00:22,  1.53it/s]
overall:  72%|███████▏  | 2860/4000 [31:25<12:20,  1.54it/s]

train:  99%|█████████▉| 2860/2893 [31:25<00:21,  1.54it/s]
overall:  72%|███████▏  | 2861/4000 [31:25<12:20,  1.54it/s]

train:  99%|█████████▉| 2861/2893 [31:25<00:20,  1.54it/s]
overall:  72%|███████▏  | 2862/4000 [31:26<12:19,  1.54it/s]

train:  99%|█████████▉| 2862/2893 [31:26<00:20,  1.54it/s]
overall:  72%|███████▏  | 2863/4000 [31:27<12:17,  1.54it/s]

train:  99%|█████████▉| 2863/2893 [31:27<00:19,  1.54it/s]
overall:  72%|███████▏  | 2864/4000 [31:27<12:17,  1.54it/s]

train:  99%|█████████▉| 2864/2893 [31:27<00:18,  1.54it/s]
overall:  72%|███████▏  | 2865/4000 [31:28<12:16,  1.54it/s]

train:  99%|█████████▉| 2865/2893 [31:28<00:18,  1.54it/s]
overall:  72%|███████▏  | 2866/4000 [31:29<12:15,  1.54it/s]

train:  99%|█████████▉| 2866/2893 [31:29<00:17,  1.54it/s]
overall:  72%|███████▏  | 2867/4000 [31:29<12:15,  1.54it/s]

train:  99%|█████████▉| 2867/2893 [31:29<00:16,  1.54it/s]
overall:  72%|███████▏  | 2868/4000 [31:30<12:14,  1.54it/s]

train:  99%|█████████▉| 2868/2893 [31:30<00:16,  1.54it/s]
overall:  72%|███████▏  | 2869/4000 [31:31<12:20,  1.53it/s]

train:  99%|█████████▉| 2869/2893 [31:31<00:15,  1.53it/s]
overall:  72%|███████▏  | 2870/4000 [31:31<12:19,  1.53it/s]

train:  99%|█████████▉| 2870/2893 [31:31<00:15,  1.53it/s]
overall:  72%|███████▏  | 2871/4000 [31:32<12:18,  1.53it/s]

train:  99%|█████████▉| 2871/2893 [31:32<00:14,  1.53it/s]
overall:  72%|███████▏  | 2872/4000 [31:33<12:15,  1.53it/s]

train:  99%|█████████▉| 2872/2893 [31:33<00:13,  1.53it/s]
overall:  72%|███████▏  | 2873/4000 [31:33<12:11,  1.54it/s]

train:  99%|█████████▉| 2873/2893 [31:33<00:12,  1.54it/s]
overall:  72%|███████▏  | 2874/4000 [31:34<12:09,  1.54it/s]

train:  99%|█████████▉| 2874/2893 [31:34<00:12,  1.54it/s]
overall:  72%|███████▏  | 2875/4000 [31:34<12:08,  1.54it/s]

train:  99%|█████████▉| 2875/2893 [31:34<00:11,  1.54it/s]
overall:  72%|███████▏  | 2876/4000 [31:35<12:06,  1.55it/s]

train:  99%|█████████▉| 2876/2893 [31:35<00:10,  1.55it/s]
overall:  72%|███████▏  | 2877/4000 [31:36<12:04,  1.55it/s]

train:  99%|█████████▉| 2877/2893 [31:36<00:10,  1.55it/s]
overall:  72%|███████▏  | 2878/4000 [31:36<12:03,  1.55it/s]

train:  99%|█████████▉| 2878/2893 [31:36<00:09,  1.55it/s]
overall:  72%|███████▏  | 2879/4000 [31:37<12:02,  1.55it/s]

train: 100%|█████████▉| 2879/2893 [31:37<00:09,  1.55it/s]
overall:  72%|███████▏  | 2880/4000 [31:38<12:02,  1.55it/s]

train: 100%|█████████▉| 2880/2893 [31:38<00:08,  1.55it/s]
overall:  72%|███████▏  | 2881/4000 [31:38<12:04,  1.54it/s]

train: 100%|█████████▉| 2881/2893 [31:38<00:07,  1.54it/s]
overall:  72%|███████▏  | 2882/4000 [31:39<12:02,  1.55it/s]

train: 100%|█████████▉| 2882/2893 [31:39<00:07,  1.55it/s]
overall:  72%|███████▏  | 2883/4000 [31:40<12:02,  1.55it/s]

train: 100%|█████████▉| 2883/2893 [31:40<00:06,  1.55it/s]
overall:  72%|███████▏  | 2884/4000 [31:40<12:01,  1.55it/s]

train: 100%|█████████▉| 2884/2893 [31:40<00:05,  1.55it/s]
overall:  72%|███████▏  | 2885/4000 [31:41<11:59,  1.55it/s]

train: 100%|█████████▉| 2885/2893 [31:41<00:05,  1.55it/s]
overall:  72%|███████▏  | 2886/4000 [31:42<11:59,  1.55it/s]

train: 100%|█████████▉| 2886/2893 [31:42<00:04,  1.55it/s]
overall:  72%|███████▏  | 2887/4000 [31:42<11:57,  1.55it/s]

train: 100%|█████████▉| 2887/2893 [31:42<00:03,  1.55it/s]
overall:  72%|███████▏  | 2888/4000 [31:43<11:55,  1.55it/s]

train: 100%|█████████▉| 2888/2893 [31:43<00:03,  1.55it/s]
overall:  72%|███████▏  | 2889/4000 [31:43<11:55,  1.55it/s]

train: 100%|█████████▉| 2889/2893 [31:43<00:02,  1.55it/s]
overall:  72%|███████▏  | 2890/4000 [31:44<11:53,  1.56it/s]

train: 100%|█████████▉| 2890/2893 [31:44<00:01,  1.56it/s]
overall:  72%|███████▏  | 2891/4000 [31:45<11:55,  1.55it/s]

train: 100%|█████████▉| 2891/2893 [31:45<00:01,  1.55it/s]
overall:  72%|███████▏  | 2892/4000 [31:45<11:55,  1.55it/s]

train: 100%|█████████▉| 2892/2893 [31:45<00:00,  1.55it/s]
train: 100%|██████████| 2893/2893 [31:46<00:00,  1.52it/s]
test loss: 1.0807099342346191
test acc: 0.70263671875
train loss: 1.1153711080551147
train acc: 0.7059999704360962
train loss: 1.0849430561065674
train acc: 0.7239999771118164
train loss: 1.2173858880996704
train acc: 0.6990000009536743
train loss: 1.134765625
train acc: 0.7059999704360962
train loss: 1.1540238857269287
train acc: 0.7099999785423279
train loss: 1.0499991178512573
train acc: 0.7319999933242798
train loss: 1.1241824626922607
train acc: 0.7129999995231628
train loss: 1.2265779972076416
train acc: 0.7049999833106995
train loss: 1.1586896181106567
train acc: 0.7039999961853027
train loss: 1.2622613906860352
train acc: 0.6660000085830688
train loss: 1.1259357929229736
train acc: 0.7210000157356262
train loss: 1.2142361402511597
train acc: 0.6919999718666077
train loss: 1.0639910697937012
train acc: 0.718999981880188
train loss: 1.3042547702789307
train acc: 0.6779999732971191
train loss: 1.1034495830535889
train acc: 0.718999981880188
train loss: 1.1467821598052979
train acc: 0.7110000252723694
train loss: 1.1360340118408203
train acc: 0.6940000057220459
train loss: 1.1246973276138306
train acc: 0.7160000205039978
train loss: 1.0696970224380493
train acc: 0.7360000014305115
train loss: 1.0682977437973022
train acc: 0.718999981880188
train loss: 1.1529449224472046
train acc: 0.7239999771118164
train loss: 1.181465744972229
train acc: 0.6899999976158142
train loss: 1.1586661338806152
train acc: 0.7179999947547913
train loss: 1.130687952041626
train acc: 0.7089999914169312
train loss: 1.197900652885437
train acc: 0.7009999752044678
train loss: 1.0911180973052979
train acc: 0.7279999852180481
train loss: 1.0943126678466797
train acc: 0.7160000205039978
train loss: 1.1182857751846313
train acc: 0.722000002861023
train loss: 1.072245717048645
train acc: 0.7310000061988831
train loss: 1.1274175643920898
train acc: 0.7049999833106995
train loss: 1.0814101696014404
train acc: 0.7279999852180481
train loss: 1.109418272972107
train acc: 0.7139999866485596
train loss: 1.0264852046966553
train acc: 0.7139999866485596
train loss: 1.036617636680603
train acc: 0.7269999980926514
train loss: 1.103524923324585
train acc: 0.7139999866485596
train loss: 1.0587759017944336
train acc: 0.7350000143051147
train loss: 1.099895715713501
train acc: 0.7170000076293945
train loss: 1.0210790634155273
train acc: 0.7310000061988831
train loss: 1.0319031476974487
train acc: 0.7300000190734863
train loss: 1.1124944686889648
train acc: 0.7089999914169312
train loss: 1.0729782581329346
train acc: 0.7409999966621399
train loss: 1.1000614166259766
train acc: 0.7149999737739563
train loss: 1.1292262077331543
train acc: 0.7120000123977661
train loss: 1.122755765914917
train acc: 0.7160000205039978
train loss: 1.1226519346237183
train acc: 0.7129999995231628
train loss: 1.1335464715957642
train acc: 0.7099999785423279
train loss: 1.0717562437057495
train acc: 0.7440000176429749
train loss: 1.0512405633926392
train acc: 0.7300000190734863
train loss: 1.1209369897842407
train acc: 0.7160000205039978
train loss: 1.0614932775497437
train acc: 0.7310000061988831
train loss: 1.0008295774459839
train acc: 0.7450000047683716
train loss: 1.0677745342254639
train acc: 0.7269999980926514
train loss: 1.0216851234436035
train acc: 0.734000027179718
train loss: 1.1449048519134521
train acc: 0.7110000252723694
train loss: 0.9904837608337402
train acc: 0.7440000176429749
train loss: 1.1137592792510986
train acc: 0.7329999804496765
train loss: 1.1023766994476318
train acc: 0.7149999737739563
train loss: 1.0223238468170166
train acc: 0.7450000047683716
train loss: 1.091511845588684
train acc: 0.7160000205039978
train loss: 1.0652011632919312
train acc: 0.7329999804496765
train loss: 1.0844181776046753
train acc: 0.7139999866485596
train loss: 1.0555528402328491
train acc: 0.7319999933242798
train loss: 1.032391905784607
train acc: 0.7519999742507935
train loss: 1.2111328840255737
train acc: 0.7170000076293945
train loss: 1.0674768686294556
train acc: 0.7260000109672546
train loss: 1.0649101734161377
train acc: 0.7229999899864197
train loss: 1.0134432315826416
train acc: 0.7250000238418579
train loss: 1.0330835580825806
train acc: 0.7390000224113464
train loss: 1.1227295398712158
train acc: 0.7239999771118164
train loss: 1.0370275974273682
train acc: 0.7369999885559082
train loss: 1.1057673692703247
train acc: 0.7419999837875366
train loss: 0.999200701713562
train acc: 0.746999979019165
train loss: 1.1033844947814941
train acc: 0.7110000252723694
train loss: 1.0679945945739746
train acc: 0.7089999914169312
train loss: 1.0268288850784302
train acc: 0.7540000081062317
train loss: 0.9514579772949219
train acc: 0.7649999856948853
train loss: 1.0416499376296997
train acc: 0.7369999885559082
train loss: 0.9688032269477844
train acc: 0.765999972820282
train loss: 0.9821521043777466
train acc: 0.7490000128746033
train loss: 1.0310091972351074
train acc: 0.7419999837875366
train loss: 0.9965798258781433
train acc: 0.7440000176429749
train loss: 1.038013219833374
train acc: 0.7310000061988831
train loss: 0.9245057106018066
train acc: 0.7730000019073486
train loss: 0.99615079164505
train acc: 0.7519999742507935
train loss: 1.0806617736816406
train acc: 0.7099999785423279
train loss: 1.083402395248413
train acc: 0.7369999885559082
train loss: 1.002030611038208
train acc: 0.765999972820282
train loss: 0.976657509803772
train acc: 0.7580000162124634
train loss: 1.0359268188476562
train acc: 0.7509999871253967


train:   0%|          | 0/2893 [00:00<?, ?it/s]
overall:  72%|███████▏  | 2894/4000 [31:47<12:59,  1.42it/s]

train:   0%|          | 1/2893 [00:01<1:06:32,  1.38s/it]
overall:  72%|███████▏  | 2895/4000 [31:48<12:41,  1.45it/s]

train:   0%|          | 2/2893 [00:02<45:33,  1.06it/s]  
overall:  72%|███████▏  | 2896/4000 [31:48<12:28,  1.47it/s]

train:   0%|          | 3/2893 [00:02<38:59,  1.24it/s]
overall:  72%|███████▏  | 2897/4000 [31:49<12:17,  1.50it/s]

train:   0%|          | 4/2893 [00:03<35:48,  1.34it/s]
overall:  72%|███████▏  | 2898/4000 [31:50<12:08,  1.51it/s]

train:   0%|          | 5/2893 [00:03<34:00,  1.42it/s]
overall:  72%|███████▏  | 2899/4000 [31:50<12:04,  1.52it/s]

train:   0%|          | 6/2893 [00:04<33:04,  1.45it/s]
overall:  72%|███████▎  | 2900/4000 [31:51<12:00,  1.53it/s]

train:   0%|          | 7/2893 [00:05<32:26,  1.48it/s]
overall:  73%|███████▎  | 2901/4000 [31:51<11:57,  1.53it/s]

train:   0%|          | 8/2893 [00:05<32:00,  1.50it/s]
overall:  73%|███████▎  | 2902/4000 [31:52<11:57,  1.53it/s]

train:   0%|          | 9/2893 [00:06<31:52,  1.51it/s]
overall:  73%|███████▎  | 2903/4000 [31:53<11:55,  1.53it/s]

train:   0%|          | 10/2893 [00:07<31:38,  1.52it/s]
overall:  73%|███████▎  | 2904/4000 [31:53<11:51,  1.54it/s]

train:   0%|          | 11/2893 [00:07<31:24,  1.53it/s]
overall:  73%|███████▎  | 2905/4000 [31:54<11:50,  1.54it/s]

train:   0%|          | 12/2893 [00:08<31:17,  1.53it/s]
overall:  73%|███████▎  | 2906/4000 [31:55<11:53,  1.53it/s]

train:   0%|          | 13/2893 [00:09<31:25,  1.53it/s]
overall:  73%|███████▎  | 2907/4000 [31:55<11:55,  1.53it/s]

train:   0%|          | 14/2893 [00:09<31:28,  1.52it/s]
overall:  73%|███████▎  | 2908/4000 [31:56<11:50,  1.54it/s]

train:   1%|          | 15/2893 [00:10<31:15,  1.53it/s]
overall:  73%|███████▎  | 2909/4000 [31:57<11:48,  1.54it/s]

train:   1%|          | 16/2893 [00:11<31:09,  1.54it/s]
overall:  73%|███████▎  | 2910/4000 [31:57<11:47,  1.54it/s]

train:   1%|          | 17/2893 [00:11<31:07,  1.54it/s]
overall:  73%|███████▎  | 2911/4000 [31:58<11:46,  1.54it/s]

train:   1%|          | 18/2893 [00:12<31:06,  1.54it/s]
overall:  73%|███████▎  | 2912/4000 [31:59<11:45,  1.54it/s]

train:   1%|          | 19/2893 [00:13<31:03,  1.54it/s]
overall:  73%|███████▎  | 2913/4000 [31:59<11:46,  1.54it/s]

train:   1%|          | 20/2893 [00:13<31:06,  1.54it/s]
overall:  73%|███████▎  | 2914/4000 [32:00<11:45,  1.54it/s]

train:   1%|          | 21/2893 [00:14<31:06,  1.54it/s]
overall:  73%|███████▎  | 2915/4000 [32:01<11:44,  1.54it/s]

train:   1%|          | 22/2893 [00:14<31:05,  1.54it/s]
overall:  73%|███████▎  | 2916/4000 [32:01<11:43,  1.54it/s]

train:   1%|          | 23/2893 [00:15<31:01,  1.54it/s]
overall:  73%|███████▎  | 2917/4000 [32:02<11:42,  1.54it/s]

train:   1%|          | 24/2893 [00:16<31:00,  1.54it/s]
overall:  73%|███████▎  | 2918/4000 [32:03<11:45,  1.53it/s]

train:   1%|          | 25/2893 [00:16<31:10,  1.53it/s]
overall:  73%|███████▎  | 2919/4000 [32:03<11:45,  1.53it/s]

train:   1%|          | 26/2893 [00:17<31:09,  1.53it/s]
overall:  73%|███████▎  | 2920/4000 [32:04<11:43,  1.54it/s]

train:   1%|          | 27/2893 [00:18<31:06,  1.54it/s]
overall:  73%|███████▎  | 2921/4000 [32:04<11:41,  1.54it/s]

train:   1%|          | 28/2893 [00:18<31:01,  1.54it/s]
overall:  73%|███████▎  | 2922/4000 [32:05<11:38,  1.54it/s]

train:   1%|          | 29/2893 [00:19<30:55,  1.54it/s]
overall:  73%|███████▎  | 2923/4000 [32:06<11:35,  1.55it/s]

train:   1%|          | 30/2893 [00:20<30:49,  1.55it/s]
overall:  73%|███████▎  | 2924/4000 [32:06<11:35,  1.55it/s]

train:   1%|          | 31/2893 [00:20<30:51,  1.55it/s]
overall:  73%|███████▎  | 2925/4000 [32:07<11:35,  1.55it/s]

train:   1%|          | 32/2893 [00:21<30:51,  1.55it/s]
overall:  73%|███████▎  | 2926/4000 [32:08<11:37,  1.54it/s]

train:   1%|          | 33/2893 [00:22<30:56,  1.54it/s]
overall:  73%|███████▎  | 2927/4000 [32:08<11:36,  1.54it/s]

train:   1%|          | 34/2893 [00:22<30:55,  1.54it/s]
overall:  73%|███████▎  | 2928/4000 [32:09<11:33,  1.55it/s]

train:   1%|          | 35/2893 [00:23<30:48,  1.55it/s]
overall:  73%|███████▎  | 2929/4000 [32:10<11:31,  1.55it/s]

train:   1%|          | 36/2893 [00:24<30:45,  1.55it/s]
overall:  73%|███████▎  | 2930/4000 [32:10<11:35,  1.54it/s]

train:   1%|▏         | 37/2893 [00:24<30:55,  1.54it/s]
overall:  73%|███████▎  | 2931/4000 [32:11<11:33,  1.54it/s]

train:   1%|▏         | 38/2893 [00:25<30:52,  1.54it/s]
overall:  73%|███████▎  | 2932/4000 [32:12<11:32,  1.54it/s]

train:   1%|▏         | 39/2893 [00:26<30:49,  1.54it/s]
overall:  73%|███████▎  | 2933/4000 [32:12<11:28,  1.55it/s]

train:   1%|▏         | 40/2893 [00:26<30:40,  1.55it/s]
overall:  73%|███████▎  | 2934/4000 [32:13<11:27,  1.55it/s]

train:   1%|▏         | 41/2893 [00:27<30:39,  1.55it/s]
overall:  73%|███████▎  | 2935/4000 [32:14<11:27,  1.55it/s]

train:   1%|▏         | 42/2893 [00:27<30:39,  1.55it/s]
overall:  73%|███████▎  | 2936/4000 [32:14<11:27,  1.55it/s]

train:   1%|▏         | 43/2893 [00:28<30:40,  1.55it/s]
overall:  73%|███████▎  | 2937/4000 [32:15<11:29,  1.54it/s]

train:   2%|▏         | 44/2893 [00:29<30:46,  1.54it/s]
overall:  73%|███████▎  | 2938/4000 [32:15<11:28,  1.54it/s]

train:   2%|▏         | 45/2893 [00:29<30:45,  1.54it/s]
overall:  73%|███████▎  | 2939/4000 [32:16<11:29,  1.54it/s]

train:   2%|▏         | 46/2893 [00:30<30:50,  1.54it/s]
overall:  74%|███████▎  | 2940/4000 [32:17<11:28,  1.54it/s]

train:   2%|▏         | 47/2893 [00:31<30:47,  1.54it/s]
overall:  74%|███████▎  | 2941/4000 [32:17<11:27,  1.54it/s]

train:   2%|▏         | 48/2893 [00:31<30:47,  1.54it/s]
overall:  74%|███████▎  | 2942/4000 [32:18<11:29,  1.54it/s]

train:   2%|▏         | 49/2893 [00:32<30:52,  1.54it/s]
overall:  74%|███████▎  | 2943/4000 [32:19<11:27,  1.54it/s]

train:   2%|▏         | 50/2893 [00:33<30:50,  1.54it/s]
overall:  74%|███████▎  | 2944/4000 [32:19<11:24,  1.54it/s]

train:   2%|▏         | 51/2893 [00:33<30:43,  1.54it/s]
overall:  74%|███████▎  | 2945/4000 [32:20<11:21,  1.55it/s]

train:   2%|▏         | 52/2893 [00:34<30:36,  1.55it/s]
overall:  74%|███████▎  | 2946/4000 [32:21<11:21,  1.55it/s]

train:   2%|▏         | 53/2893 [00:35<30:37,  1.55it/s]
overall:  74%|███████▎  | 2947/4000 [32:21<11:19,  1.55it/s]

train:   2%|▏         | 54/2893 [00:35<30:31,  1.55it/s]
overall:  74%|███████▎  | 2948/4000 [32:22<11:20,  1.55it/s]

train:   2%|▏         | 55/2893 [00:36<30:35,  1.55it/s]
overall:  74%|███████▎  | 2949/4000 [32:23<11:20,  1.54it/s]

train:   2%|▏         | 56/2893 [00:37<30:38,  1.54it/s]
overall:  74%|███████▍  | 2950/4000 [32:23<11:21,  1.54it/s]

train:   2%|▏         | 57/2893 [00:37<30:40,  1.54it/s]
overall:  74%|███████▍  | 2951/4000 [32:24<11:21,  1.54it/s]

train:   2%|▏         | 58/2893 [00:38<30:40,  1.54it/s]
overall:  74%|███████▍  | 2952/4000 [32:25<11:20,  1.54it/s]

train:   2%|▏         | 59/2893 [00:38<30:39,  1.54it/s]
overall:  74%|███████▍  | 2953/4000 [32:25<11:18,  1.54it/s]

train:   2%|▏         | 60/2893 [00:39<30:36,  1.54it/s]
overall:  74%|███████▍  | 2954/4000 [32:26<12:07,  1.44it/s]

train:   2%|▏         | 61/2893 [00:40<32:49,  1.44it/s]
overall:  74%|███████▍  | 2955/4000 [32:27<11:54,  1.46it/s]

train:   2%|▏         | 62/2893 [00:41<32:14,  1.46it/s]
overall:  74%|███████▍  | 2956/4000 [32:27<11:40,  1.49it/s]

train:   2%|▏         | 63/2893 [00:41<31:38,  1.49it/s]
overall:  74%|███████▍  | 2957/4000 [32:28<11:30,  1.51it/s]

train:   2%|▏         | 64/2893 [00:42<31:12,  1.51it/s]
overall:  74%|███████▍  | 2958/4000 [32:29<11:25,  1.52it/s]

train:   2%|▏         | 65/2893 [00:43<31:00,  1.52it/s]
overall:  74%|███████▍  | 2959/4000 [32:29<11:19,  1.53it/s]

train:   2%|▏         | 66/2893 [00:43<30:44,  1.53it/s]
overall:  74%|███████▍  | 2960/4000 [32:30<11:18,  1.53it/s]

train:   2%|▏         | 67/2893 [00:44<30:44,  1.53it/s]
overall:  74%|███████▍  | 2961/4000 [32:31<11:16,  1.54it/s]

train:   2%|▏         | 68/2893 [00:44<30:38,  1.54it/s]
overall:  74%|███████▍  | 2962/4000 [32:31<11:16,  1.53it/s]

train:   2%|▏         | 69/2893 [00:45<30:41,  1.53it/s]
overall:  74%|███████▍  | 2963/4000 [32:32<11:14,  1.54it/s]

train:   2%|▏         | 70/2893 [00:46<30:34,  1.54it/s]
overall:  74%|███████▍  | 2964/4000 [32:33<11:13,  1.54it/s]

train:   2%|▏         | 71/2893 [00:46<30:33,  1.54it/s]
overall:  74%|███████▍  | 2965/4000 [32:33<11:10,  1.54it/s]

train:   2%|▏         | 72/2893 [00:47<30:28,  1.54it/s]
overall:  74%|███████▍  | 2966/4000 [32:34<11:13,  1.53it/s]

train:   3%|▎         | 73/2893 [00:48<30:37,  1.53it/s]
overall:  74%|███████▍  | 2967/4000 [32:34<11:10,  1.54it/s]

train:   3%|▎         | 74/2893 [00:48<30:30,  1.54it/s]
overall:  74%|███████▍  | 2968/4000 [32:35<11:09,  1.54it/s]

train:   3%|▎         | 75/2893 [00:49<30:28,  1.54it/s]
overall:  74%|███████▍  | 2969/4000 [32:36<11:07,  1.54it/s]

train:   3%|▎         | 76/2893 [00:50<30:23,  1.54it/s]
overall:  74%|███████▍  | 2970/4000 [32:36<11:06,  1.54it/s]

train:   3%|▎         | 77/2893 [00:50<30:23,  1.54it/s]
overall:  74%|███████▍  | 2971/4000 [32:37<11:06,  1.54it/s]

train:   3%|▎         | 78/2893 [00:51<30:23,  1.54it/s]
overall:  74%|███████▍  | 2972/4000 [32:38<11:05,  1.54it/s]

train:   3%|▎         | 79/2893 [00:52<30:23,  1.54it/s]
overall:  74%|███████▍  | 2973/4000 [32:38<11:06,  1.54it/s]

train:   3%|▎         | 80/2893 [00:52<30:26,  1.54it/s]
overall:  74%|███████▍  | 2974/4000 [32:39<11:06,  1.54it/s]

train:   3%|▎         | 81/2893 [00:53<30:26,  1.54it/s]
overall:  74%|███████▍  | 2975/4000 [32:40<11:06,  1.54it/s]

train:   3%|▎         | 82/2893 [00:54<30:26,  1.54it/s]
overall:  74%|███████▍  | 2976/4000 [32:40<11:04,  1.54it/s]

train:   3%|▎         | 83/2893 [00:54<30:22,  1.54it/s]
overall:  74%|███████▍  | 2977/4000 [32:41<11:03,  1.54it/s]

train:   3%|▎         | 84/2893 [00:55<30:22,  1.54it/s]
overall:  74%|███████▍  | 2978/4000 [32:42<11:06,  1.53it/s]

train:   3%|▎         | 85/2893 [00:55<30:30,  1.53it/s]
overall:  74%|███████▍  | 2979/4000 [32:42<11:02,  1.54it/s]

train:   3%|▎         | 86/2893 [00:56<30:22,  1.54it/s]
overall:  74%|███████▍  | 2980/4000 [32:43<11:00,  1.54it/s]

train:   3%|▎         | 87/2893 [00:57<30:16,  1.54it/s]
overall:  75%|███████▍  | 2981/4000 [32:44<10:58,  1.55it/s]

train:   3%|▎         | 88/2893 [00:57<30:13,  1.55it/s]
overall:  75%|███████▍  | 2982/4000 [32:44<10:56,  1.55it/s]

train:   3%|▎         | 89/2893 [00:58<30:08,  1.55it/s]
overall:  75%|███████▍  | 2983/4000 [32:45<10:55,  1.55it/s]

train:   3%|▎         | 90/2893 [00:59<30:05,  1.55it/s]
overall:  75%|███████▍  | 2984/4000 [32:45<10:54,  1.55it/s]

train:   3%|▎         | 91/2893 [00:59<30:04,  1.55it/s]
overall:  75%|███████▍  | 2985/4000 [32:46<10:56,  1.55it/s]

train:   3%|▎         | 92/2893 [01:00<30:10,  1.55it/s]
overall:  75%|███████▍  | 2986/4000 [32:47<10:55,  1.55it/s]

train:   3%|▎         | 93/2893 [01:01<30:11,  1.55it/s]
overall:  75%|███████▍  | 2987/4000 [32:47<10:56,  1.54it/s]

train:   3%|▎         | 94/2893 [01:01<30:14,  1.54it/s]
overall:  75%|███████▍  | 2988/4000 [32:48<10:54,  1.55it/s]

train:   3%|▎         | 95/2893 [01:02<30:08,  1.55it/s]
overall:  75%|███████▍  | 2989/4000 [32:49<10:54,  1.54it/s]

train:   3%|▎         | 96/2893 [01:03<30:10,  1.54it/s]
overall:  75%|███████▍  | 2990/4000 [32:49<10:57,  1.54it/s]

train:   3%|▎         | 97/2893 [01:03<30:19,  1.54it/s]
overall:  75%|███████▍  | 2991/4000 [32:50<10:58,  1.53it/s]

train:   3%|▎         | 98/2893 [01:04<30:25,  1.53it/s]
overall:  75%|███████▍  | 2992/4000 [32:51<10:55,  1.54it/s]

train:   3%|▎         | 99/2893 [01:05<30:15,  1.54it/s]
overall:  75%|███████▍  | 2993/4000 [32:51<10:52,  1.54it/s]

train:   3%|▎         | 100/2893 [01:05<30:10,  1.54it/s]
overall:  75%|███████▍  | 2994/4000 [32:52<10:51,  1.54it/s]

train:   3%|▎         | 101/2893 [01:06<30:09,  1.54it/s]
overall:  75%|███████▍  | 2995/4000 [32:53<10:50,  1.54it/s]

train:   4%|▎         | 102/2893 [01:06<30:07,  1.54it/s]
overall:  75%|███████▍  | 2996/4000 [32:53<10:50,  1.54it/s]

train:   4%|▎         | 103/2893 [01:07<30:08,  1.54it/s]
overall:  75%|███████▍  | 2997/4000 [32:54<10:51,  1.54it/s]

train:   4%|▎         | 104/2893 [01:08<30:10,  1.54it/s]
overall:  75%|███████▍  | 2998/4000 [32:55<10:50,  1.54it/s]

train:   4%|▎         | 105/2893 [01:08<30:11,  1.54it/s]
overall:  75%|███████▍  | 2999/4000 [32:55<10:50,  1.54it/s]

train:   4%|▎         | 106/2893 [01:09<30:12,  1.54it/s]
overall:  75%|███████▌  | 3000/4000 [32:56<10:48,  1.54it/s]

train:   4%|▎         | 107/2893 [01:10<30:07,  1.54it/s]
overall:  75%|███████▌  | 3001/4000 [32:56<10:47,  1.54it/s]

train:   4%|▎         | 108/2893 [01:10<30:05,  1.54it/s]
overall:  75%|███████▌  | 3002/4000 [32:57<10:49,  1.54it/s]

train:   4%|▍         | 109/2893 [01:11<30:12,  1.54it/s]
overall:  75%|███████▌  | 3003/4000 [32:58<10:48,  1.54it/s]

train:   4%|▍         | 110/2893 [01:12<30:11,  1.54it/s]
overall:  75%|███████▌  | 3004/4000 [32:58<10:45,  1.54it/s]

train:   4%|▍         | 111/2893 [01:12<30:03,  1.54it/s]
overall:  75%|███████▌  | 3005/4000 [32:59<10:44,  1.54it/s]

train:   4%|▍         | 112/2893 [01:13<30:01,  1.54it/s]
overall:  75%|███████▌  | 3006/4000 [33:00<10:44,  1.54it/s]

train:   4%|▍         | 113/2893 [01:14<30:02,  1.54it/s]
overall:  75%|███████▌  | 3007/4000 [33:00<10:42,  1.54it/s]

train:   4%|▍         | 114/2893 [01:14<29:59,  1.54it/s]
overall:  75%|███████▌  | 3008/4000 [33:01<10:42,  1.54it/s]

train:   4%|▍         | 115/2893 [01:15<29:58,  1.54it/s]
overall:  75%|███████▌  | 3009/4000 [33:02<10:42,  1.54it/s]

train:   4%|▍         | 116/2893 [01:16<30:00,  1.54it/s]
overall:  75%|███████▌  | 3010/4000 [33:02<10:41,  1.54it/s]

train:   4%|▍         | 117/2893 [01:16<29:59,  1.54it/s]
overall:  75%|███████▌  | 3011/4000 [33:03<10:42,  1.54it/s]

train:   4%|▍         | 118/2893 [01:17<30:02,  1.54it/s]
overall:  75%|███████▌  | 3012/4000 [33:04<10:40,  1.54it/s]

train:   4%|▍         | 119/2893 [01:18<29:57,  1.54it/s]
overall:  75%|███████▌  | 3013/4000 [33:04<10:40,  1.54it/s]

train:   4%|▍         | 120/2893 [01:18<30:00,  1.54it/s]
overall:  75%|███████▌  | 3014/4000 [33:05<10:42,  1.53it/s]

train:   4%|▍         | 121/2893 [01:19<30:05,  1.53it/s]
overall:  75%|███████▌  | 3015/4000 [33:06<10:41,  1.54it/s]

train:   4%|▍         | 122/2893 [01:19<30:04,  1.54it/s]
overall:  75%|███████▌  | 3016/4000 [33:06<10:37,  1.54it/s]

train:   4%|▍         | 123/2893 [01:20<29:54,  1.54it/s]
overall:  75%|███████▌  | 3017/4000 [33:07<10:35,  1.55it/s]

train:   4%|▍         | 124/2893 [01:21<29:50,  1.55it/s]
overall:  75%|███████▌  | 3018/4000 [33:08<10:34,  1.55it/s]

train:   4%|▍         | 125/2893 [01:21<29:47,  1.55it/s]
overall:  75%|███████▌  | 3019/4000 [33:08<10:32,  1.55it/s]

train:   4%|▍         | 126/2893 [01:22<29:44,  1.55it/s]
overall:  76%|███████▌  | 3020/4000 [33:09<10:32,  1.55it/s]

train:   4%|▍         | 127/2893 [01:23<29:46,  1.55it/s]
overall:  76%|███████▌  | 3021/4000 [33:09<10:33,  1.55it/s]

train:   4%|▍         | 128/2893 [01:23<29:49,  1.55it/s]
overall:  76%|███████▌  | 3022/4000 [33:10<10:34,  1.54it/s]

train:   4%|▍         | 129/2893 [01:24<29:54,  1.54it/s]
overall:  76%|███████▌  | 3023/4000 [33:11<10:33,  1.54it/s]

train:   4%|▍         | 130/2893 [01:25<29:51,  1.54it/s]
overall:  76%|███████▌  | 3024/4000 [33:11<10:41,  1.52it/s]

train:   5%|▍         | 131/2893 [01:25<30:14,  1.52it/s]
overall:  76%|███████▌  | 3025/4000 [33:12<10:40,  1.52it/s]

train:   5%|▍         | 132/2893 [01:26<30:14,  1.52it/s]
overall:  76%|███████▌  | 3026/4000 [33:13<10:40,  1.52it/s]

train:   5%|▍         | 133/2893 [01:27<30:14,  1.52it/s]
overall:  76%|███████▌  | 3027/4000 [33:13<10:37,  1.53it/s]

train:   5%|▍         | 134/2893 [01:27<30:08,  1.53it/s]
overall:  76%|███████▌  | 3028/4000 [33:14<10:34,  1.53it/s]

train:   5%|▍         | 135/2893 [01:28<29:59,  1.53it/s]
overall:  76%|███████▌  | 3029/4000 [33:15<10:29,  1.54it/s]

train:   5%|▍         | 136/2893 [01:29<29:48,  1.54it/s]
overall:  76%|███████▌  | 3030/4000 [33:15<10:26,  1.55it/s]

train:   5%|▍         | 137/2893 [01:29<29:40,  1.55it/s]
overall:  76%|███████▌  | 3031/4000 [33:16<10:25,  1.55it/s]

train:   5%|▍         | 138/2893 [01:30<29:38,  1.55it/s]
overall:  76%|███████▌  | 3032/4000 [33:17<10:25,  1.55it/s]

train:   5%|▍         | 139/2893 [01:31<29:39,  1.55it/s]
overall:  76%|███████▌  | 3033/4000 [33:17<10:25,  1.54it/s]

train:   5%|▍         | 140/2893 [01:31<29:41,  1.55it/s]
overall:  76%|███████▌  | 3034/4000 [33:18<10:26,  1.54it/s]

train:   5%|▍         | 141/2893 [01:32<29:44,  1.54it/s]
overall:  76%|███████▌  | 3035/4000 [33:19<10:26,  1.54it/s]

train:   5%|▍         | 142/2893 [01:32<29:45,  1.54it/s]
overall:  76%|███████▌  | 3036/4000 [33:19<10:24,  1.54it/s]

train:   5%|▍         | 143/2893 [01:33<29:42,  1.54it/s]
overall:  76%|███████▌  | 3037/4000 [33:20<10:22,  1.55it/s]

train:   5%|▍         | 144/2893 [01:34<29:38,  1.55it/s]
overall:  76%|███████▌  | 3038/4000 [33:21<10:26,  1.53it/s]

train:   5%|▌         | 145/2893 [01:34<29:50,  1.53it/s]
overall:  76%|███████▌  | 3039/4000 [33:21<10:24,  1.54it/s]

train:   5%|▌         | 146/2893 [01:35<29:46,  1.54it/s]
overall:  76%|███████▌  | 3040/4000 [33:22<10:23,  1.54it/s]

train:   5%|▌         | 147/2893 [01:36<29:42,  1.54it/s]
overall:  76%|███████▌  | 3041/4000 [33:22<10:21,  1.54it/s]

train:   5%|▌         | 148/2893 [01:36<29:38,  1.54it/s]
overall:  76%|███████▌  | 3042/4000 [33:23<10:20,  1.55it/s]

train:   5%|▌         | 149/2893 [01:37<29:36,  1.55it/s]
overall:  76%|███████▌  | 3043/4000 [33:24<10:19,  1.54it/s]

train:   5%|▌         | 150/2893 [01:38<29:35,  1.54it/s]
overall:  76%|███████▌  | 3044/4000 [33:24<10:19,  1.54it/s]

train:   5%|▌         | 151/2893 [01:38<29:36,  1.54it/s]
overall:  76%|███████▌  | 3045/4000 [33:25<10:19,  1.54it/s]

train:   5%|▌         | 152/2893 [01:39<29:37,  1.54it/s]
overall:  76%|███████▌  | 3046/4000 [33:26<10:19,  1.54it/s]

train:   5%|▌         | 153/2893 [01:40<29:38,  1.54it/s]
overall:  76%|███████▌  | 3047/4000 [33:26<10:19,  1.54it/s]

train:   5%|▌         | 154/2893 [01:40<29:40,  1.54it/s]
overall:  76%|███████▌  | 3048/4000 [33:27<10:17,  1.54it/s]

train:   5%|▌         | 155/2893 [01:41<29:36,  1.54it/s]
overall:  76%|███████▌  | 3049/4000 [33:28<10:16,  1.54it/s]

train:   5%|▌         | 156/2893 [01:42<29:34,  1.54it/s]
overall:  76%|███████▋  | 3050/4000 [33:28<10:19,  1.53it/s]

train:   5%|▌         | 157/2893 [01:42<29:43,  1.53it/s]
overall:  76%|███████▋  | 3051/4000 [33:29<10:19,  1.53it/s]

train:   5%|▌         | 158/2893 [01:43<29:46,  1.53it/s]
overall:  76%|███████▋  | 3052/4000 [33:30<10:15,  1.54it/s]

train:   5%|▌         | 159/2893 [01:44<29:36,  1.54it/s]
overall:  76%|███████▋  | 3053/4000 [33:30<10:13,  1.54it/s]

train:   6%|▌         | 160/2893 [01:44<29:31,  1.54it/s]
overall:  76%|███████▋  | 3054/4000 [33:31<10:13,  1.54it/s]

train:   6%|▌         | 161/2893 [01:45<29:31,  1.54it/s]
overall:  76%|███████▋  | 3055/4000 [33:32<10:11,  1.55it/s]

train:   6%|▌         | 162/2893 [01:45<29:26,  1.55it/s]
overall:  76%|███████▋  | 3056/4000 [33:32<10:11,  1.54it/s]

train:   6%|▌         | 163/2893 [01:46<29:28,  1.54it/s]
overall:  76%|███████▋  | 3057/4000 [33:33<10:11,  1.54it/s]

train:   6%|▌         | 164/2893 [01:47<29:29,  1.54it/s]
overall:  76%|███████▋  | 3058/4000 [33:33<10:11,  1.54it/s]

train:   6%|▌         | 165/2893 [01:47<29:30,  1.54it/s]
overall:  76%|███████▋  | 3059/4000 [33:34<10:11,  1.54it/s]

train:   6%|▌         | 166/2893 [01:48<29:32,  1.54it/s]
overall:  76%|███████▋  | 3060/4000 [33:35<10:09,  1.54it/s]

train:   6%|▌         | 167/2893 [01:49<29:26,  1.54it/s]
overall:  77%|███████▋  | 3061/4000 [33:35<10:08,  1.54it/s]

train:   6%|▌         | 168/2893 [01:49<29:26,  1.54it/s]
overall:  77%|███████▋  | 3062/4000 [33:36<10:12,  1.53it/s]

train:   6%|▌         | 169/2893 [01:50<29:38,  1.53it/s]
overall:  77%|███████▋  | 3063/4000 [33:37<10:11,  1.53it/s]

train:   6%|▌         | 170/2893 [01:51<29:36,  1.53it/s]
overall:  77%|███████▋  | 3064/4000 [33:37<10:07,  1.54it/s]

train:   6%|▌         | 171/2893 [01:51<29:27,  1.54it/s]
overall:  77%|███████▋  | 3065/4000 [33:38<10:06,  1.54it/s]

train:   6%|▌         | 172/2893 [01:52<29:24,  1.54it/s]
overall:  77%|███████▋  | 3066/4000 [33:39<10:04,  1.55it/s]

train:   6%|▌         | 173/2893 [01:53<29:20,  1.55it/s]
overall:  77%|███████▋  | 3067/4000 [33:39<10:04,  1.54it/s]

train:   6%|▌         | 174/2893 [01:53<29:21,  1.54it/s]
overall:  77%|███████▋  | 3068/4000 [33:40<10:03,  1.54it/s]

train:   6%|▌         | 175/2893 [01:54<29:20,  1.54it/s]
overall:  77%|███████▋  | 3069/4000 [33:41<10:03,  1.54it/s]

train:   6%|▌         | 176/2893 [01:55<29:22,  1.54it/s]
overall:  77%|███████▋  | 3070/4000 [33:41<10:05,  1.54it/s]

train:   6%|▌         | 177/2893 [01:55<29:26,  1.54it/s]
overall:  77%|███████▋  | 3071/4000 [33:42<10:03,  1.54it/s]

train:   6%|▌         | 178/2893 [01:56<29:24,  1.54it/s]
overall:  77%|███████▋  | 3072/4000 [33:43<10:03,  1.54it/s]

train:   6%|▌         | 179/2893 [01:56<29:24,  1.54it/s]
overall:  77%|███████▋  | 3073/4000 [33:43<10:02,  1.54it/s]

train:   6%|▌         | 180/2893 [01:57<29:23,  1.54it/s]
overall:  77%|███████▋  | 3074/4000 [33:44<10:04,  1.53it/s]

train:   6%|▋         | 181/2893 [01:58<29:30,  1.53it/s]
overall:  77%|███████▋  | 3075/4000 [33:45<10:02,  1.53it/s]

train:   6%|▋         | 182/2893 [01:58<29:26,  1.53it/s]
overall:  77%|███████▋  | 3076/4000 [33:45<10:00,  1.54it/s]

train:   6%|▋         | 183/2893 [01:59<29:21,  1.54it/s]
overall:  77%|███████▋  | 3077/4000 [33:46<09:59,  1.54it/s]

train:   6%|▋         | 184/2893 [02:00<29:18,  1.54it/s]
overall:  77%|███████▋  | 3078/4000 [33:46<09:57,  1.54it/s]

train:   6%|▋         | 185/2893 [02:00<29:16,  1.54it/s]
overall:  77%|███████▋  | 3079/4000 [33:47<09:56,  1.54it/s]

train:   6%|▋         | 186/2893 [02:01<29:12,  1.54it/s]
overall:  77%|███████▋  | 3080/4000 [33:48<09:55,  1.54it/s]

train:   6%|▋         | 187/2893 [02:02<29:12,  1.54it/s]
overall:  77%|███████▋  | 3081/4000 [33:48<09:56,  1.54it/s]

train:   6%|▋         | 188/2893 [02:02<29:16,  1.54it/s]
overall:  77%|███████▋  | 3082/4000 [33:49<09:57,  1.54it/s]

train:   7%|▋         | 189/2893 [02:03<29:19,  1.54it/s]
overall:  77%|███████▋  | 3083/4000 [33:50<09:55,  1.54it/s]

train:   7%|▋         | 190/2893 [02:04<29:15,  1.54it/s]
overall:  77%|███████▋  | 3084/4000 [33:50<09:53,  1.54it/s]

train:   7%|▋         | 191/2893 [02:04<29:10,  1.54it/s]
overall:  77%|███████▋  | 3085/4000 [33:51<09:53,  1.54it/s]

train:   7%|▋         | 192/2893 [02:05<29:12,  1.54it/s]
overall:  77%|███████▋  | 3086/4000 [33:52<09:56,  1.53it/s]

train:   7%|▋         | 193/2893 [02:06<29:21,  1.53it/s]
overall:  77%|███████▋  | 3087/4000 [33:52<09:54,  1.54it/s]

train:   7%|▋         | 194/2893 [02:06<29:18,  1.54it/s]
overall:  77%|███████▋  | 3088/4000 [33:53<09:53,  1.54it/s]

train:   7%|▋         | 195/2893 [02:07<29:15,  1.54it/s]
overall:  77%|███████▋  | 3089/4000 [33:54<09:50,  1.54it/s]

train:   7%|▋         | 196/2893 [02:08<29:07,  1.54it/s]
overall:  77%|███████▋  | 3090/4000 [33:54<09:48,  1.55it/s]

train:   7%|▋         | 197/2893 [02:08<29:04,  1.55it/s]
overall:  77%|███████▋  | 3091/4000 [33:55<09:46,  1.55it/s]

train:   7%|▋         | 198/2893 [02:09<28:58,  1.55it/s]
overall:  77%|███████▋  | 3092/4000 [33:56<09:47,  1.54it/s]

train:   7%|▋         | 199/2893 [02:09<29:04,  1.54it/s]
overall:  77%|███████▋  | 3093/4000 [33:56<09:47,  1.54it/s]

train:   7%|▋         | 200/2893 [02:10<29:03,  1.54it/s]
overall:  77%|███████▋  | 3094/4000 [33:57<09:47,  1.54it/s]

train:   7%|▋         | 201/2893 [02:11<29:06,  1.54it/s]
overall:  77%|███████▋  | 3095/4000 [33:58<09:47,  1.54it/s]

train:   7%|▋         | 202/2893 [02:11<29:07,  1.54it/s]
overall:  77%|███████▋  | 3096/4000 [33:58<09:46,  1.54it/s]

train:   7%|▋         | 203/2893 [02:12<29:05,  1.54it/s]
overall:  77%|███████▋  | 3097/4000 [33:59<10:06,  1.49it/s]

train:   7%|▋         | 204/2893 [02:13<30:05,  1.49it/s]
overall:  77%|███████▋  | 3098/4000 [34:00<10:05,  1.49it/s]

train:   7%|▋         | 205/2893 [02:13<30:04,  1.49it/s]
overall:  77%|███████▋  | 3099/4000 [34:00<09:58,  1.51it/s]

train:   7%|▋         | 206/2893 [02:14<29:43,  1.51it/s]
overall:  78%|███████▊  | 3100/4000 [34:01<09:52,  1.52it/s]

train:   7%|▋         | 207/2893 [02:15<29:29,  1.52it/s]
overall:  78%|███████▊  | 3101/4000 [34:02<09:49,  1.52it/s]

train:   7%|▋         | 208/2893 [02:15<29:21,  1.52it/s]
overall:  78%|███████▊  | 3102/4000 [34:02<09:45,  1.53it/s]

train:   7%|▋         | 209/2893 [02:16<29:09,  1.53it/s]
overall:  78%|███████▊  | 3103/4000 [34:03<09:42,  1.54it/s]

train:   7%|▋         | 210/2893 [02:17<29:03,  1.54it/s]
overall:  78%|███████▊  | 3104/4000 [34:03<09:41,  1.54it/s]

train:   7%|▋         | 211/2893 [02:17<29:00,  1.54it/s]
overall:  78%|███████▊  | 3105/4000 [34:04<09:40,  1.54it/s]

train:   7%|▋         | 212/2893 [02:18<28:58,  1.54it/s]
overall:  78%|███████▊  | 3106/4000 [34:05<09:41,  1.54it/s]

train:   7%|▋         | 213/2893 [02:19<29:01,  1.54it/s]
overall:  78%|███████▊  | 3107/4000 [34:05<09:40,  1.54it/s]

train:   7%|▋         | 214/2893 [02:19<29:01,  1.54it/s]
overall:  78%|███████▊  | 3108/4000 [34:06<09:38,  1.54it/s]

train:   7%|▋         | 215/2893 [02:20<28:57,  1.54it/s]
overall:  78%|███████▊  | 3109/4000 [34:07<09:38,  1.54it/s]

train:   7%|▋         | 216/2893 [02:21<28:58,  1.54it/s]
overall:  78%|███████▊  | 3110/4000 [34:07<09:40,  1.53it/s]

train:   8%|▊         | 217/2893 [02:21<29:03,  1.53it/s]
overall:  78%|███████▊  | 3111/4000 [34:08<09:39,  1.53it/s]

train:   8%|▊         | 218/2893 [02:22<29:03,  1.53it/s]
overall:  78%|███████▊  | 3112/4000 [34:09<09:34,  1.54it/s]

train:   8%|▊         | 219/2893 [02:23<28:51,  1.54it/s]
overall:  78%|███████▊  | 3113/4000 [34:09<09:34,  1.54it/s]

train:   8%|▊         | 220/2893 [02:23<28:50,  1.54it/s]
overall:  78%|███████▊  | 3114/4000 [34:10<09:32,  1.55it/s]

train:   8%|▊         | 221/2893 [02:24<28:47,  1.55it/s]
overall:  78%|███████▊  | 3115/4000 [34:11<09:31,  1.55it/s]

train:   8%|▊         | 222/2893 [02:24<28:43,  1.55it/s]
overall:  78%|███████▊  | 3116/4000 [34:11<09:31,  1.55it/s]

train:   8%|▊         | 223/2893 [02:25<28:47,  1.55it/s]
overall:  78%|███████▊  | 3117/4000 [34:12<09:32,  1.54it/s]

train:   8%|▊         | 224/2893 [02:26<28:49,  1.54it/s]
overall:  78%|███████▊  | 3118/4000 [34:13<09:33,  1.54it/s]

train:   8%|▊         | 225/2893 [02:26<28:53,  1.54it/s]
overall:  78%|███████▊  | 3119/4000 [34:13<09:31,  1.54it/s]

train:   8%|▊         | 226/2893 [02:27<28:50,  1.54it/s]
overall:  78%|███████▊  | 3120/4000 [34:14<09:30,  1.54it/s]

train:   8%|▊         | 227/2893 [02:28<28:49,  1.54it/s]
overall:  78%|███████▊  | 3121/4000 [34:14<09:29,  1.54it/s]

train:   8%|▊         | 228/2893 [02:28<28:46,  1.54it/s]
overall:  78%|███████▊  | 3122/4000 [34:15<09:32,  1.53it/s]

train:   8%|▊         | 229/2893 [02:29<28:58,  1.53it/s]
overall:  78%|███████▊  | 3123/4000 [34:16<09:29,  1.54it/s]

train:   8%|▊         | 230/2893 [02:30<28:50,  1.54it/s]
overall:  78%|███████▊  | 3124/4000 [34:16<09:28,  1.54it/s]

train:   8%|▊         | 231/2893 [02:30<28:47,  1.54it/s]
overall:  78%|███████▊  | 3125/4000 [34:17<09:25,  1.55it/s]

train:   8%|▊         | 232/2893 [02:31<28:40,  1.55it/s]
overall:  78%|███████▊  | 3126/4000 [34:18<09:24,  1.55it/s]

train:   8%|▊         | 233/2893 [02:32<28:39,  1.55it/s]
overall:  78%|███████▊  | 3127/4000 [34:18<09:22,  1.55it/s]

train:   8%|▊         | 234/2893 [02:32<28:32,  1.55it/s]
overall:  78%|███████▊  | 3128/4000 [34:19<09:23,  1.55it/s]

train:   8%|▊         | 235/2893 [02:33<28:36,  1.55it/s]
overall:  78%|███████▊  | 3129/4000 [34:20<09:23,  1.55it/s]

train:   8%|▊         | 236/2893 [02:34<28:39,  1.55it/s]
overall:  78%|███████▊  | 3130/4000 [34:20<09:25,  1.54it/s]

train:   8%|▊         | 237/2893 [02:34<28:45,  1.54it/s]
overall:  78%|███████▊  | 3131/4000 [34:21<09:24,  1.54it/s]

train:   8%|▊         | 238/2893 [02:35<28:43,  1.54it/s]
overall:  78%|███████▊  | 3132/4000 [34:22<09:22,  1.54it/s]

train:   8%|▊         | 239/2893 [02:35<28:39,  1.54it/s]
overall:  78%|███████▊  | 3133/4000 [34:22<09:21,  1.54it/s]

train:   8%|▊         | 240/2893 [02:36<28:38,  1.54it/s]
overall:  78%|███████▊  | 3134/4000 [34:23<09:24,  1.53it/s]

train:   8%|▊         | 241/2893 [02:37<28:48,  1.53it/s]
overall:  78%|███████▊  | 3135/4000 [34:24<09:23,  1.54it/s]

train:   8%|▊         | 242/2893 [02:37<28:46,  1.54it/s]
overall:  78%|███████▊  | 3136/4000 [34:24<09:19,  1.54it/s]

train:   8%|▊         | 243/2893 [02:38<28:36,  1.54it/s]
overall:  78%|███████▊  | 3137/4000 [34:25<09:18,  1.55it/s]

train:   8%|▊         | 244/2893 [02:39<28:33,  1.55it/s]
overall:  78%|███████▊  | 3138/4000 [34:25<09:17,  1.55it/s]

train:   8%|▊         | 245/2893 [02:39<28:32,  1.55it/s]
overall:  78%|███████▊  | 3139/4000 [34:26<09:17,  1.54it/s]

train:   9%|▊         | 246/2893 [02:40<28:33,  1.55it/s]
overall:  78%|███████▊  | 3140/4000 [34:27<09:17,  1.54it/s]

train:   9%|▊         | 247/2893 [02:41<28:35,  1.54it/s]
overall:  79%|███████▊  | 3141/4000 [34:27<09:16,  1.54it/s]

train:   9%|▊         | 248/2893 [02:41<28:34,  1.54it/s]
overall:  79%|███████▊  | 3142/4000 [34:28<09:17,  1.54it/s]

train:   9%|▊         | 249/2893 [02:42<28:38,  1.54it/s]
overall:  79%|███████▊  | 3143/4000 [34:29<09:15,  1.54it/s]

train:   9%|▊         | 250/2893 [02:43<28:33,  1.54it/s]
overall:  79%|███████▊  | 3144/4000 [34:29<09:14,  1.54it/s]

train:   9%|▊         | 251/2893 [02:43<28:32,  1.54it/s]
overall:  79%|███████▊  | 3145/4000 [34:30<09:13,  1.55it/s]

train:   9%|▊         | 252/2893 [02:44<28:28,  1.55it/s]
overall:  79%|███████▊  | 3146/4000 [34:31<09:16,  1.54it/s]

train:   9%|▊         | 253/2893 [02:45<28:39,  1.54it/s]
overall:  79%|███████▊  | 3147/4000 [34:31<09:14,  1.54it/s]

train:   9%|▉         | 254/2893 [02:45<28:35,  1.54it/s]
overall:  79%|███████▊  | 3148/4000 [34:32<09:13,  1.54it/s]

train:   9%|▉         | 255/2893 [02:46<28:33,  1.54it/s]
overall:  79%|███████▊  | 3149/4000 [34:33<09:11,  1.54it/s]

train:   9%|▉         | 256/2893 [02:47<28:27,  1.54it/s]
overall:  79%|███████▉  | 3150/4000 [34:33<09:09,  1.55it/s]

train:   9%|▉         | 257/2893 [02:47<28:23,  1.55it/s]
overall:  79%|███████▉  | 3151/4000 [34:34<09:08,  1.55it/s]

train:   9%|▉         | 258/2893 [02:48<28:22,  1.55it/s]
overall:  79%|███████▉  | 3152/4000 [34:35<09:08,  1.54it/s]

train:   9%|▉         | 259/2893 [02:48<28:25,  1.54it/s]
overall:  79%|███████▉  | 3153/4000 [34:35<09:08,  1.54it/s]

train:   9%|▉         | 260/2893 [02:49<28:26,  1.54it/s]
overall:  79%|███████▉  | 3154/4000 [34:36<09:08,  1.54it/s]

train:   9%|▉         | 261/2893 [02:50<28:27,  1.54it/s]
overall:  79%|███████▉  | 3155/4000 [34:37<09:08,  1.54it/s]

train:   9%|▉         | 262/2893 [02:50<28:29,  1.54it/s]
overall:  79%|███████▉  | 3156/4000 [34:37<09:06,  1.54it/s]

train:   9%|▉         | 263/2893 [02:51<28:23,  1.54it/s]
overall:  79%|███████▉  | 3157/4000 [34:38<09:05,  1.55it/s]

train:   9%|▉         | 264/2893 [02:52<28:20,  1.55it/s]
overall:  79%|███████▉  | 3158/4000 [34:38<09:07,  1.54it/s]

train:   9%|▉         | 265/2893 [02:52<28:29,  1.54it/s]
overall:  79%|███████▉  | 3159/4000 [34:39<09:06,  1.54it/s]

train:   9%|▉         | 266/2893 [02:53<28:27,  1.54it/s]
overall:  79%|███████▉  | 3160/4000 [34:40<09:04,  1.54it/s]

train:   9%|▉         | 267/2893 [02:54<28:21,  1.54it/s]
overall:  79%|███████▉  | 3161/4000 [34:40<09:03,  1.54it/s]

train:   9%|▉         | 268/2893 [02:54<28:21,  1.54it/s]
overall:  79%|███████▉  | 3162/4000 [34:41<09:01,  1.55it/s]

train:   9%|▉         | 269/2893 [02:55<28:16,  1.55it/s]
overall:  79%|███████▉  | 3163/4000 [34:42<09:00,  1.55it/s]

train:   9%|▉         | 270/2893 [02:56<28:14,  1.55it/s]
overall:  79%|███████▉  | 3164/4000 [34:42<09:01,  1.54it/s]

train:   9%|▉         | 271/2893 [02:56<28:17,  1.54it/s]
overall:  79%|███████▉  | 3165/4000 [34:43<09:01,  1.54it/s]

train:   9%|▉         | 272/2893 [02:57<28:19,  1.54it/s]
overall:  79%|███████▉  | 3166/4000 [34:44<09:01,  1.54it/s]

train:   9%|▉         | 273/2893 [02:58<28:20,  1.54it/s]
overall:  79%|███████▉  | 3167/4000 [34:44<09:01,  1.54it/s]

train:   9%|▉         | 274/2893 [02:58<28:21,  1.54it/s]
overall:  79%|███████▉  | 3168/4000 [34:45<09:00,  1.54it/s]

train:  10%|▉         | 275/2893 [02:59<28:20,  1.54it/s]
overall:  79%|███████▉  | 3169/4000 [34:46<08:59,  1.54it/s]

train:  10%|▉         | 276/2893 [02:59<28:20,  1.54it/s]
overall:  79%|███████▉  | 3170/4000 [34:46<09:01,  1.53it/s]

train:  10%|▉         | 277/2893 [03:00<28:27,  1.53it/s]
overall:  79%|███████▉  | 3171/4000 [34:47<09:02,  1.53it/s]

train:  10%|▉         | 278/2893 [03:01<28:29,  1.53it/s]
overall:  79%|███████▉  | 3172/4000 [34:48<08:58,  1.54it/s]

train:  10%|▉         | 279/2893 [03:01<28:18,  1.54it/s]
overall:  79%|███████▉  | 3173/4000 [34:48<08:55,  1.54it/s]

train:  10%|▉         | 280/2893 [03:02<28:12,  1.54it/s]
overall:  79%|███████▉  | 3174/4000 [34:49<08:54,  1.55it/s]

train:  10%|▉         | 281/2893 [03:03<28:09,  1.55it/s]
overall:  79%|███████▉  | 3175/4000 [34:49<08:53,  1.55it/s]

train:  10%|▉         | 282/2893 [03:03<28:08,  1.55it/s]
overall:  79%|███████▉  | 3176/4000 [34:50<08:52,  1.55it/s]

train:  10%|▉         | 283/2893 [03:04<28:06,  1.55it/s]
overall:  79%|███████▉  | 3177/4000 [34:51<08:52,  1.55it/s]

train:  10%|▉         | 284/2893 [03:05<28:08,  1.55it/s]
overall:  79%|███████▉  | 3178/4000 [34:51<08:53,  1.54it/s]

train:  10%|▉         | 285/2893 [03:05<28:12,  1.54it/s]
overall:  79%|███████▉  | 3179/4000 [34:52<08:53,  1.54it/s]

train:  10%|▉         | 286/2893 [03:06<28:14,  1.54it/s]
overall:  80%|███████▉  | 3180/4000 [34:53<08:51,  1.54it/s]

train:  10%|▉         | 287/2893 [03:07<28:10,  1.54it/s]
overall:  80%|███████▉  | 3181/4000 [34:53<08:51,  1.54it/s]

train:  10%|▉         | 288/2893 [03:07<28:09,  1.54it/s]
overall:  80%|███████▉  | 3182/4000 [34:54<08:53,  1.53it/s]

train:  10%|▉         | 289/2893 [03:08<28:17,  1.53it/s]
overall:  80%|███████▉  | 3183/4000 [34:55<08:52,  1.53it/s]

train:  10%|█         | 290/2893 [03:09<28:16,  1.53it/s]
overall:  80%|███████▉  | 3184/4000 [34:55<08:50,  1.54it/s]

train:  10%|█         | 291/2893 [03:09<28:11,  1.54it/s]
overall:  80%|███████▉  | 3185/4000 [34:56<08:48,  1.54it/s]

train:  10%|█         | 292/2893 [03:10<28:05,  1.54it/s]
overall:  80%|███████▉  | 3186/4000 [34:57<08:46,  1.55it/s]

train:  10%|█         | 293/2893 [03:11<28:00,  1.55it/s]
overall:  80%|███████▉  | 3187/4000 [34:57<08:45,  1.55it/s]

train:  10%|█         | 294/2893 [03:11<27:58,  1.55it/s]
overall:  80%|███████▉  | 3188/4000 [34:58<08:44,  1.55it/s]

train:  10%|█         | 295/2893 [03:12<27:59,  1.55it/s]
overall:  80%|███████▉  | 3189/4000 [34:59<08:44,  1.55it/s]

train:  10%|█         | 296/2893 [03:12<28:00,  1.55it/s]
overall:  80%|███████▉  | 3190/4000 [34:59<08:45,  1.54it/s]

train:  10%|█         | 297/2893 [03:13<28:04,  1.54it/s]
overall:  80%|███████▉  | 3191/4000 [35:00<08:44,  1.54it/s]

train:  10%|█         | 298/2893 [03:14<28:02,  1.54it/s]
overall:  80%|███████▉  | 3192/4000 [35:00<08:43,  1.54it/s]

train:  10%|█         | 299/2893 [03:14<28:01,  1.54it/s]
overall:  80%|███████▉  | 3193/4000 [35:01<08:41,  1.55it/s]

train:  10%|█         | 300/2893 [03:15<27:57,  1.55it/s]
overall:  80%|███████▉  | 3194/4000 [35:02<08:45,  1.53it/s]

train:  10%|█         | 301/2893 [03:16<28:09,  1.53it/s]
overall:  80%|███████▉  | 3195/4000 [35:02<08:43,  1.54it/s]

train:  10%|█         | 302/2893 [03:16<28:04,  1.54it/s]
overall:  80%|███████▉  | 3196/4000 [35:03<08:41,  1.54it/s]

train:  10%|█         | 303/2893 [03:17<27:58,  1.54it/s]
overall:  80%|███████▉  | 3197/4000 [35:04<08:40,  1.54it/s]

train:  11%|█         | 304/2893 [03:18<27:57,  1.54it/s]
overall:  80%|███████▉  | 3198/4000 [35:04<08:39,  1.54it/s]

train:  11%|█         | 305/2893 [03:18<27:57,  1.54it/s]
overall:  80%|███████▉  | 3199/4000 [35:05<08:38,  1.55it/s]

train:  11%|█         | 306/2893 [03:19<27:54,  1.55it/s]
overall:  80%|████████  | 3200/4000 [35:06<08:38,  1.54it/s]

train:  11%|█         | 307/2893 [03:20<27:56,  1.54it/s]
overall:  80%|████████  | 3201/4000 [35:06<08:37,  1.54it/s]

train:  11%|█         | 308/2893 [03:20<27:55,  1.54it/s]
overall:  80%|████████  | 3202/4000 [35:07<08:37,  1.54it/s]

train:  11%|█         | 309/2893 [03:21<27:54,  1.54it/s]
overall:  80%|████████  | 3203/4000 [35:08<08:36,  1.54it/s]

train:  11%|█         | 310/2893 [03:22<27:53,  1.54it/s]
overall:  80%|████████  | 3204/4000 [35:08<08:35,  1.55it/s]

train:  11%|█         | 311/2893 [03:22<27:50,  1.55it/s]
overall:  80%|████████  | 3205/4000 [35:09<08:34,  1.55it/s]

train:  11%|█         | 312/2893 [03:23<27:48,  1.55it/s]
overall:  80%|████████  | 3206/4000 [35:10<08:36,  1.54it/s]

train:  11%|█         | 313/2893 [03:23<27:58,  1.54it/s]
overall:  80%|████████  | 3207/4000 [35:10<08:35,  1.54it/s]

train:  11%|█         | 314/2893 [03:24<27:57,  1.54it/s]
overall:  80%|████████  | 3208/4000 [35:11<08:32,  1.54it/s]

train:  11%|█         | 315/2893 [03:25<27:48,  1.55it/s]
overall:  80%|████████  | 3209/4000 [35:12<08:31,  1.55it/s]

train:  11%|█         | 316/2893 [03:25<27:46,  1.55it/s]
overall:  80%|████████  | 3210/4000 [35:12<08:30,  1.55it/s]

train:  11%|█         | 317/2893 [03:26<27:45,  1.55it/s]
overall:  80%|████████  | 3211/4000 [35:13<08:29,  1.55it/s]

train:  11%|█         | 318/2893 [03:27<27:41,  1.55it/s]
overall:  80%|████████  | 3212/4000 [35:13<08:29,  1.55it/s]

train:  11%|█         | 319/2893 [03:27<27:44,  1.55it/s]
overall:  80%|████████  | 3213/4000 [35:14<08:28,  1.55it/s]

train:  11%|█         | 320/2893 [03:28<27:42,  1.55it/s]
overall:  80%|████████  | 3214/4000 [35:15<08:28,  1.54it/s]

train:  11%|█         | 321/2893 [03:29<27:44,  1.54it/s]
overall:  80%|████████  | 3215/4000 [35:15<08:28,  1.54it/s]

train:  11%|█         | 322/2893 [03:29<27:45,  1.54it/s]
overall:  80%|████████  | 3216/4000 [35:16<08:26,  1.55it/s]

train:  11%|█         | 323/2893 [03:30<27:41,  1.55it/s]
overall:  80%|████████  | 3217/4000 [35:17<08:27,  1.54it/s]

train:  11%|█         | 324/2893 [03:31<27:46,  1.54it/s]
overall:  80%|████████  | 3218/4000 [35:17<08:29,  1.54it/s]

train:  11%|█         | 325/2893 [03:31<27:52,  1.54it/s]
overall:  80%|████████  | 3219/4000 [35:18<08:29,  1.53it/s]

train:  11%|█▏        | 326/2893 [03:32<27:53,  1.53it/s]
overall:  80%|████████  | 3220/4000 [35:19<08:27,  1.54it/s]

train:  11%|█▏        | 327/2893 [03:33<27:48,  1.54it/s]
overall:  81%|████████  | 3221/4000 [35:19<08:25,  1.54it/s]

train:  11%|█▏        | 328/2893 [03:33<27:44,  1.54it/s]
overall:  81%|████████  | 3222/4000 [35:20<08:25,  1.54it/s]

train:  11%|█▏        | 329/2893 [03:34<27:46,  1.54it/s]
overall:  81%|████████  | 3223/4000 [35:21<08:24,  1.54it/s]

train:  11%|█▏        | 330/2893 [03:35<27:43,  1.54it/s]
overall:  81%|████████  | 3224/4000 [35:21<08:22,  1.54it/s]

train:  11%|█▏        | 331/2893 [03:35<27:40,  1.54it/s]
overall:  81%|████████  | 3225/4000 [35:22<08:23,  1.54it/s]

train:  11%|█▏        | 332/2893 [03:36<27:42,  1.54it/s]
overall:  81%|████████  | 3226/4000 [35:23<08:22,  1.54it/s]

train:  12%|█▏        | 333/2893 [03:36<27:41,  1.54it/s]
overall:  81%|████████  | 3227/4000 [35:23<08:22,  1.54it/s]

train:  12%|█▏        | 334/2893 [03:37<27:43,  1.54it/s]
overall:  81%|████████  | 3228/4000 [35:24<08:19,  1.54it/s]

train:  12%|█▏        | 335/2893 [03:38<27:35,  1.54it/s]
overall:  81%|████████  | 3229/4000 [35:24<08:20,  1.54it/s]

train:  12%|█▏        | 336/2893 [03:38<27:38,  1.54it/s]
overall:  81%|████████  | 3230/4000 [35:25<08:21,  1.54it/s]

train:  12%|█▏        | 337/2893 [03:39<27:44,  1.54it/s]
overall:  81%|████████  | 3231/4000 [35:26<08:22,  1.53it/s]

train:  12%|█▏        | 338/2893 [03:40<27:48,  1.53it/s]
overall:  81%|████████  | 3232/4000 [35:26<08:18,  1.54it/s]

train:  12%|█▏        | 339/2893 [03:40<27:38,  1.54it/s]
overall:  81%|████████  | 3233/4000 [35:27<08:16,  1.55it/s]

train:  12%|█▏        | 340/2893 [03:41<27:32,  1.55it/s]
overall:  81%|████████  | 3234/4000 [35:28<08:14,  1.55it/s]

train:  12%|█▏        | 341/2893 [03:42<27:26,  1.55it/s]
overall:  81%|████████  | 3235/4000 [35:28<08:13,  1.55it/s]

train:  12%|█▏        | 342/2893 [03:42<27:26,  1.55it/s]
overall:  81%|████████  | 3236/4000 [35:29<08:13,  1.55it/s]

train:  12%|█▏        | 343/2893 [03:43<27:27,  1.55it/s]
overall:  81%|████████  | 3237/4000 [35:30<08:13,  1.55it/s]

train:  12%|█▏        | 344/2893 [03:44<27:29,  1.55it/s]
overall:  81%|████████  | 3238/4000 [35:30<08:14,  1.54it/s]

train:  12%|█▏        | 345/2893 [03:44<27:34,  1.54it/s]
overall:  81%|████████  | 3239/4000 [35:31<08:13,  1.54it/s]

train:  12%|█▏        | 346/2893 [03:45<27:32,  1.54it/s]
overall:  81%|████████  | 3240/4000 [35:32<08:12,  1.54it/s]

train:  12%|█▏        | 347/2893 [03:46<27:28,  1.54it/s]
overall:  81%|████████  | 3241/4000 [35:32<08:12,  1.54it/s]

train:  12%|█▏        | 348/2893 [03:46<27:31,  1.54it/s]
overall:  81%|████████  | 3242/4000 [35:33<08:14,  1.53it/s]

train:  12%|█▏        | 349/2893 [03:47<27:40,  1.53it/s]
overall:  81%|████████  | 3243/4000 [35:34<08:14,  1.53it/s]

train:  12%|█▏        | 350/2893 [03:47<27:39,  1.53it/s]
overall:  81%|████████  | 3244/4000 [35:34<08:12,  1.53it/s]

train:  12%|█▏        | 351/2893 [03:48<27:37,  1.53it/s]
overall:  81%|████████  | 3245/4000 [35:35<08:09,  1.54it/s]

train:  12%|█▏        | 352/2893 [03:49<27:28,  1.54it/s]
overall:  81%|████████  | 3246/4000 [35:36<08:09,  1.54it/s]

train:  12%|█▏        | 353/2893 [03:49<27:30,  1.54it/s]
overall:  81%|████████  | 3247/4000 [35:36<08:08,  1.54it/s]

train:  12%|█▏        | 354/2893 [03:50<27:26,  1.54it/s]
overall:  81%|████████  | 3248/4000 [35:37<08:07,  1.54it/s]

train:  12%|█▏        | 355/2893 [03:51<27:24,  1.54it/s]
overall:  81%|████████  | 3249/4000 [35:37<08:06,  1.54it/s]

train:  12%|█▏        | 356/2893 [03:51<27:24,  1.54it/s]
overall:  81%|████████▏ | 3250/4000 [35:38<08:07,  1.54it/s]

train:  12%|█▏        | 357/2893 [03:52<27:29,  1.54it/s]
overall:  81%|████████▏ | 3251/4000 [35:39<08:06,  1.54it/s]

train:  12%|█▏        | 358/2893 [03:53<27:26,  1.54it/s]
overall:  81%|████████▏ | 3252/4000 [35:39<08:05,  1.54it/s]

train:  12%|█▏        | 359/2893 [03:53<27:24,  1.54it/s]
overall:  81%|████████▏ | 3253/4000 [35:40<08:04,  1.54it/s]

train:  12%|█▏        | 360/2893 [03:54<27:23,  1.54it/s]
overall:  81%|████████▏ | 3254/4000 [35:41<08:06,  1.53it/s]

train:  12%|█▏        | 361/2893 [03:55<27:29,  1.53it/s]
overall:  81%|████████▏ | 3255/4000 [35:41<08:05,  1.54it/s]

train:  13%|█▎        | 362/2893 [03:55<27:27,  1.54it/s]
overall:  81%|████████▏ | 3256/4000 [35:42<08:02,  1.54it/s]

train:  13%|█▎        | 363/2893 [03:56<27:21,  1.54it/s]
overall:  81%|████████▏ | 3257/4000 [35:43<08:00,  1.55it/s]

train:  13%|█▎        | 364/2893 [03:57<27:14,  1.55it/s]
overall:  81%|████████▏ | 3258/4000 [35:43<07:59,  1.55it/s]

train:  13%|█▎        | 365/2893 [03:57<27:13,  1.55it/s]
overall:  81%|████████▏ | 3259/4000 [35:44<07:59,  1.55it/s]

train:  13%|█▎        | 366/2893 [03:58<27:14,  1.55it/s]
overall:  82%|████████▏ | 3260/4000 [35:45<07:58,  1.55it/s]

train:  13%|█▎        | 367/2893 [03:59<27:14,  1.55it/s]
overall:  82%|████████▏ | 3261/4000 [35:45<07:58,  1.54it/s]

train:  13%|█▎        | 368/2893 [03:59<27:14,  1.54it/s]
overall:  82%|████████▏ | 3262/4000 [35:46<07:59,  1.54it/s]

train:  13%|█▎        | 369/2893 [04:00<27:18,  1.54it/s]
overall:  82%|████████▏ | 3263/4000 [35:47<07:58,  1.54it/s]

train:  13%|█▎        | 370/2893 [04:00<27:16,  1.54it/s]
overall:  82%|████████▏ | 3264/4000 [35:47<07:57,  1.54it/s]

train:  13%|█▎        | 371/2893 [04:01<27:14,  1.54it/s]
overall:  82%|████████▏ | 3265/4000 [35:48<07:57,  1.54it/s]

train:  13%|█▎        | 372/2893 [04:02<27:18,  1.54it/s]
overall:  82%|████████▏ | 3266/4000 [35:49<07:58,  1.53it/s]

train:  13%|█▎        | 373/2893 [04:02<27:22,  1.53it/s]
overall:  82%|████████▏ | 3267/4000 [35:49<07:57,  1.53it/s]

train:  13%|█▎        | 374/2893 [04:03<27:21,  1.53it/s]
overall:  82%|████████▏ | 3268/4000 [35:50<07:55,  1.54it/s]

train:  13%|█▎        | 375/2893 [04:04<27:16,  1.54it/s]
overall:  82%|████████▏ | 3269/4000 [35:50<07:53,  1.54it/s]

train:  13%|█▎        | 376/2893 [04:04<27:11,  1.54it/s]
overall:  82%|████████▏ | 3270/4000 [35:51<07:52,  1.54it/s]

train:  13%|█▎        | 377/2893 [04:05<27:08,  1.54it/s]
overall:  82%|████████▏ | 3271/4000 [35:52<07:52,  1.54it/s]

train:  13%|█▎        | 378/2893 [04:06<27:11,  1.54it/s]
overall:  82%|████████▏ | 3272/4000 [35:52<07:52,  1.54it/s]

train:  13%|█▎        | 379/2893 [04:06<27:10,  1.54it/s]
overall:  82%|████████▏ | 3273/4000 [35:53<07:51,  1.54it/s]

train:  13%|█▎        | 380/2893 [04:07<27:09,  1.54it/s]
overall:  82%|████████▏ | 3274/4000 [35:54<07:50,  1.54it/s]

train:  13%|█▎        | 381/2893 [04:08<27:09,  1.54it/s]
overall:  82%|████████▏ | 3275/4000 [35:54<07:50,  1.54it/s]

train:  13%|█▎        | 382/2893 [04:08<27:10,  1.54it/s]
overall:  82%|████████▏ | 3276/4000 [35:55<07:49,  1.54it/s]

train:  13%|█▎        | 383/2893 [04:09<27:06,  1.54it/s]
overall:  82%|████████▏ | 3277/4000 [35:56<07:48,  1.54it/s]

train:  13%|█▎        | 384/2893 [04:10<27:07,  1.54it/s]
overall:  82%|████████▏ | 3278/4000 [35:56<07:51,  1.53it/s]

train:  13%|█▎        | 385/2893 [04:10<27:16,  1.53it/s]
overall:  82%|████████▏ | 3279/4000 [35:57<07:50,  1.53it/s]

train:  13%|█▎        | 386/2893 [04:11<27:16,  1.53it/s]
overall:  82%|████████▏ | 3280/4000 [35:58<07:47,  1.54it/s]

train:  13%|█▎        | 387/2893 [04:12<27:07,  1.54it/s]
overall:  82%|████████▏ | 3281/4000 [35:58<07:46,  1.54it/s]

train:  13%|█▎        | 388/2893 [04:12<27:04,  1.54it/s]
overall:  82%|████████▏ | 3282/4000 [35:59<07:44,  1.55it/s]

train:  13%|█▎        | 389/2893 [04:13<26:59,  1.55it/s]
overall:  82%|████████▏ | 3283/4000 [36:00<07:42,  1.55it/s]

train:  13%|█▎        | 390/2893 [04:13<26:54,  1.55it/s]
overall:  82%|████████▏ | 3284/4000 [36:00<07:42,  1.55it/s]

train:  14%|█▎        | 391/2893 [04:14<26:55,  1.55it/s]
overall:  82%|████████▏ | 3285/4000 [36:01<07:42,  1.55it/s]

train:  14%|█▎        | 392/2893 [04:15<26:57,  1.55it/s]
overall:  82%|████████▏ | 3286/4000 [36:01<07:42,  1.54it/s]

train:  14%|█▎        | 393/2893 [04:15<27:01,  1.54it/s]
overall:  82%|████████▏ | 3287/4000 [36:02<07:42,  1.54it/s]

train:  14%|█▎        | 394/2893 [04:16<27:00,  1.54it/s]
overall:  82%|████████▏ | 3288/4000 [36:03<07:40,  1.55it/s]

train:  14%|█▎        | 395/2893 [04:17<26:56,  1.55it/s]
overall:  82%|████████▏ | 3289/4000 [36:03<07:39,  1.55it/s]

train:  14%|█▎        | 396/2893 [04:17<26:54,  1.55it/s]
overall:  82%|████████▏ | 3290/4000 [36:04<07:42,  1.54it/s]

train:  14%|█▎        | 397/2893 [04:18<27:05,  1.54it/s]
overall:  82%|████████▏ | 3291/4000 [36:05<07:40,  1.54it/s]

train:  14%|█▍        | 398/2893 [04:19<26:58,  1.54it/s]
overall:  82%|████████▏ | 3292/4000 [36:05<07:39,  1.54it/s]

train:  14%|█▍        | 399/2893 [04:19<26:59,  1.54it/s]
overall:  82%|████████▏ | 3293/4000 [36:06<07:38,  1.54it/s]

train:  14%|█▍        | 400/2893 [04:20<26:55,  1.54it/s]
overall:  82%|████████▏ | 3294/4000 [36:07<07:36,  1.55it/s]

train:  14%|█▍        | 401/2893 [04:21<26:52,  1.55it/s]
overall:  82%|████████▏ | 3295/4000 [36:07<07:35,  1.55it/s]

train:  14%|█▍        | 402/2893 [04:21<26:49,  1.55it/s]
overall:  82%|████████▏ | 3296/4000 [36:08<07:34,  1.55it/s]

train:  14%|█▍        | 403/2893 [04:22<26:49,  1.55it/s]
overall:  82%|████████▏ | 3297/4000 [36:09<07:34,  1.55it/s]

train:  14%|█▍        | 404/2893 [04:22<26:48,  1.55it/s]
overall:  82%|████████▏ | 3298/4000 [36:09<07:34,  1.54it/s]

train:  14%|█▍        | 405/2893 [04:23<26:50,  1.54it/s]
overall:  82%|████████▏ | 3299/4000 [36:10<07:34,  1.54it/s]

train:  14%|█▍        | 406/2893 [04:24<26:52,  1.54it/s]
overall:  82%|████████▎ | 3300/4000 [36:11<07:33,  1.54it/s]

train:  14%|█▍        | 407/2893 [04:24<26:50,  1.54it/s]
overall:  83%|████████▎ | 3301/4000 [36:11<07:32,  1.54it/s]

train:  14%|█▍        | 408/2893 [04:25<26:48,  1.54it/s]
overall:  83%|████████▎ | 3302/4000 [36:12<07:34,  1.53it/s]

train:  14%|█▍        | 409/2893 [04:26<26:58,  1.53it/s]
overall:  83%|████████▎ | 3303/4000 [36:12<07:33,  1.54it/s]

train:  14%|█▍        | 410/2893 [04:26<26:55,  1.54it/s]
overall:  83%|████████▎ | 3304/4000 [36:13<07:31,  1.54it/s]

train:  14%|█▍        | 411/2893 [04:27<26:51,  1.54it/s]
overall:  83%|████████▎ | 3305/4000 [36:14<07:29,  1.55it/s]

train:  14%|█▍        | 412/2893 [04:28<26:43,  1.55it/s]
overall:  83%|████████▎ | 3306/4000 [36:14<07:28,  1.55it/s]

train:  14%|█▍        | 413/2893 [04:28<26:42,  1.55it/s]
overall:  83%|████████▎ | 3307/4000 [36:15<07:27,  1.55it/s]

train:  14%|█▍        | 414/2893 [04:29<26:39,  1.55it/s]
overall:  83%|████████▎ | 3308/4000 [36:16<07:27,  1.55it/s]

train:  14%|█▍        | 415/2893 [04:30<26:41,  1.55it/s]
overall:  83%|████████▎ | 3309/4000 [36:16<07:27,  1.54it/s]

train:  14%|█▍        | 416/2893 [04:30<26:44,  1.54it/s]
overall:  83%|████████▎ | 3310/4000 [36:17<07:27,  1.54it/s]

train:  14%|█▍        | 417/2893 [04:31<26:45,  1.54it/s]
overall:  83%|████████▎ | 3311/4000 [36:18<07:27,  1.54it/s]

train:  14%|█▍        | 418/2893 [04:32<26:48,  1.54it/s]
overall:  83%|████████▎ | 3312/4000 [36:18<07:26,  1.54it/s]

train:  14%|█▍        | 419/2893 [04:32<26:45,  1.54it/s]
overall:  83%|████████▎ | 3313/4000 [36:19<07:24,  1.54it/s]

train:  15%|█▍        | 420/2893 [04:33<26:41,  1.54it/s]
overall:  83%|████████▎ | 3314/4000 [36:20<07:27,  1.53it/s]

train:  15%|█▍        | 421/2893 [04:34<26:51,  1.53it/s]
overall:  83%|████████▎ | 3315/4000 [36:20<07:25,  1.54it/s]

train:  15%|█▍        | 422/2893 [04:34<26:47,  1.54it/s]
overall:  83%|████████▎ | 3316/4000 [36:21<07:23,  1.54it/s]

train:  15%|█▍        | 423/2893 [04:35<26:42,  1.54it/s]
overall:  83%|████████▎ | 3317/4000 [36:22<07:21,  1.55it/s]

train:  15%|█▍        | 424/2893 [04:35<26:36,  1.55it/s]
overall:  83%|████████▎ | 3318/4000 [36:22<07:21,  1.55it/s]

train:  15%|█▍        | 425/2893 [04:36<26:37,  1.55it/s]
overall:  83%|████████▎ | 3319/4000 [36:23<07:21,  1.54it/s]

train:  15%|█▍        | 426/2893 [04:37<26:38,  1.54it/s]
overall:  83%|████████▎ | 3320/4000 [36:24<07:20,  1.54it/s]

train:  15%|█▍        | 427/2893 [04:37<26:38,  1.54it/s]
overall:  83%|████████▎ | 3321/4000 [36:24<07:20,  1.54it/s]

train:  15%|█▍        | 428/2893 [04:38<26:40,  1.54it/s]
overall:  83%|████████▎ | 3322/4000 [36:25<07:20,  1.54it/s]

train:  15%|█▍        | 429/2893 [04:39<26:42,  1.54it/s]
overall:  83%|████████▎ | 3323/4000 [36:25<07:19,  1.54it/s]

train:  15%|█▍        | 430/2893 [04:39<26:40,  1.54it/s]
overall:  83%|████████▎ | 3324/4000 [36:26<07:18,  1.54it/s]

train:  15%|█▍        | 431/2893 [04:40<26:38,  1.54it/s]
overall:  83%|████████▎ | 3325/4000 [36:27<07:18,  1.54it/s]

train:  15%|█▍        | 432/2893 [04:41<26:38,  1.54it/s]
overall:  83%|████████▎ | 3326/4000 [36:27<07:20,  1.53it/s]

train:  15%|█▍        | 433/2893 [04:41<26:46,  1.53it/s]
overall:  83%|████████▎ | 3327/4000 [36:28<07:18,  1.53it/s]

train:  15%|█▌        | 434/2893 [04:42<26:42,  1.53it/s]
overall:  83%|████████▎ | 3328/4000 [36:29<07:17,  1.54it/s]

train:  15%|█▌        | 435/2893 [04:43<26:39,  1.54it/s]
overall:  83%|████████▎ | 3329/4000 [36:29<07:14,  1.54it/s]

train:  15%|█▌        | 436/2893 [04:43<26:31,  1.54it/s]
overall:  83%|████████▎ | 3330/4000 [36:30<07:13,  1.55it/s]

train:  15%|█▌        | 437/2893 [04:44<26:28,  1.55it/s]
overall:  83%|████████▎ | 3331/4000 [36:31<07:13,  1.54it/s]

train:  15%|█▌        | 438/2893 [04:45<26:29,  1.54it/s]
overall:  83%|████████▎ | 3332/4000 [36:31<07:12,  1.55it/s]

train:  15%|█▌        | 439/2893 [04:45<26:28,  1.55it/s]
overall:  83%|████████▎ | 3333/4000 [36:32<07:12,  1.54it/s]

train:  15%|█▌        | 440/2893 [04:46<26:30,  1.54it/s]
overall:  83%|████████▎ | 3334/4000 [36:33<07:11,  1.54it/s]

train:  15%|█▌        | 441/2893 [04:47<26:29,  1.54it/s]
overall:  83%|████████▎ | 3335/4000 [36:33<07:11,  1.54it/s]

train:  15%|█▌        | 442/2893 [04:47<26:31,  1.54it/s]
overall:  83%|████████▎ | 3336/4000 [36:34<07:10,  1.54it/s]

train:  15%|█▌        | 443/2893 [04:48<26:27,  1.54it/s]
overall:  83%|████████▎ | 3337/4000 [36:35<07:09,  1.54it/s]

train:  15%|█▌        | 444/2893 [04:48<26:25,  1.54it/s]
overall:  83%|████████▎ | 3338/4000 [36:35<07:11,  1.53it/s]

train:  15%|█▌        | 445/2893 [04:49<26:35,  1.53it/s]
overall:  83%|████████▎ | 3339/4000 [36:36<07:09,  1.54it/s]

train:  15%|█▌        | 446/2893 [04:50<26:31,  1.54it/s]
overall:  84%|████████▎ | 3340/4000 [36:36<07:07,  1.54it/s]

train:  15%|█▌        | 447/2893 [04:50<26:25,  1.54it/s]
overall:  84%|████████▎ | 3341/4000 [36:37<07:06,  1.55it/s]

train:  15%|█▌        | 448/2893 [04:51<26:21,  1.55it/s]
overall:  84%|████████▎ | 3342/4000 [36:38<07:06,  1.54it/s]

train:  16%|█▌        | 449/2893 [04:52<26:22,  1.54it/s]
overall:  84%|████████▎ | 3343/4000 [36:38<07:04,  1.55it/s]

train:  16%|█▌        | 450/2893 [04:52<26:18,  1.55it/s]
overall:  84%|████████▎ | 3344/4000 [36:39<07:03,  1.55it/s]

train:  16%|█▌        | 451/2893 [04:53<26:16,  1.55it/s]
overall:  84%|████████▎ | 3345/4000 [36:40<07:03,  1.55it/s]

train:  16%|█▌        | 452/2893 [04:54<26:18,  1.55it/s]
overall:  84%|████████▎ | 3346/4000 [36:40<07:03,  1.54it/s]

train:  16%|█▌        | 453/2893 [04:54<26:19,  1.54it/s]
overall:  84%|████████▎ | 3347/4000 [36:41<07:02,  1.55it/s]

train:  16%|█▌        | 454/2893 [04:55<26:17,  1.55it/s]
overall:  84%|████████▎ | 3348/4000 [36:42<07:00,  1.55it/s]

train:  16%|█▌        | 455/2893 [04:56<26:13,  1.55it/s]
overall:  84%|████████▎ | 3349/4000 [36:42<07:01,  1.54it/s]

train:  16%|█▌        | 456/2893 [04:56<26:17,  1.54it/s]
overall:  84%|████████▍ | 3350/4000 [36:43<07:02,  1.54it/s]

train:  16%|█▌        | 457/2893 [04:57<26:22,  1.54it/s]
overall:  84%|████████▍ | 3351/4000 [36:44<07:03,  1.53it/s]

train:  16%|█▌        | 458/2893 [04:58<26:28,  1.53it/s]
overall:  84%|████████▍ | 3352/4000 [36:44<07:01,  1.54it/s]

train:  16%|█▌        | 459/2893 [04:58<26:24,  1.54it/s]
overall:  84%|████████▍ | 3353/4000 [36:45<06:59,  1.54it/s]

train:  16%|█▌        | 460/2893 [04:59<26:17,  1.54it/s]
overall:  84%|████████▍ | 3354/4000 [36:46<06:57,  1.55it/s]

train:  16%|█▌        | 461/2893 [04:59<26:11,  1.55it/s]
overall:  84%|████████▍ | 3355/4000 [36:46<06:56,  1.55it/s]

train:  16%|█▌        | 462/2893 [05:00<26:10,  1.55it/s]
overall:  84%|████████▍ | 3356/4000 [36:47<06:56,  1.55it/s]

train:  16%|█▌        | 463/2893 [05:01<26:11,  1.55it/s]
overall:  84%|████████▍ | 3357/4000 [36:48<06:57,  1.54it/s]

train:  16%|█▌        | 464/2893 [05:01<26:15,  1.54it/s]
overall:  84%|████████▍ | 3358/4000 [36:48<06:56,  1.54it/s]

train:  16%|█▌        | 465/2893 [05:02<26:14,  1.54it/s]
overall:  84%|████████▍ | 3359/4000 [36:49<06:55,  1.54it/s]

train:  16%|█▌        | 466/2893 [05:03<26:13,  1.54it/s]
overall:  84%|████████▍ | 3360/4000 [36:49<06:54,  1.54it/s]

train:  16%|█▌        | 467/2893 [05:03<26:12,  1.54it/s]
overall:  84%|████████▍ | 3361/4000 [36:50<06:54,  1.54it/s]

train:  16%|█▌        | 468/2893 [05:04<26:12,  1.54it/s]
overall:  84%|████████▍ | 3362/4000 [36:51<06:55,  1.53it/s]

train:  16%|█▌        | 469/2893 [05:05<26:19,  1.53it/s]
overall:  84%|████████▍ | 3363/4000 [36:51<06:54,  1.54it/s]

train:  16%|█▌        | 470/2893 [05:05<26:17,  1.54it/s]
overall:  84%|████████▍ | 3364/4000 [36:52<06:52,  1.54it/s]

train:  16%|█▋        | 471/2893 [05:06<26:11,  1.54it/s]
overall:  84%|████████▍ | 3365/4000 [36:53<06:50,  1.55it/s]

train:  16%|█▋        | 472/2893 [05:07<26:05,  1.55it/s]
overall:  84%|████████▍ | 3366/4000 [36:53<06:49,  1.55it/s]

train:  16%|█▋        | 473/2893 [05:07<26:04,  1.55it/s]
overall:  84%|████████▍ | 3367/4000 [36:54<06:48,  1.55it/s]

train:  16%|█▋        | 474/2893 [05:08<26:00,  1.55it/s]
overall:  84%|████████▍ | 3368/4000 [36:55<06:48,  1.55it/s]

train:  16%|█▋        | 475/2893 [05:09<26:03,  1.55it/s]
overall:  84%|████████▍ | 3369/4000 [36:55<06:48,  1.55it/s]

train:  16%|█▋        | 476/2893 [05:09<26:03,  1.55it/s]
overall:  84%|████████▍ | 3370/4000 [36:56<06:48,  1.54it/s]

train:  16%|█▋        | 477/2893 [05:10<26:07,  1.54it/s]
overall:  84%|████████▍ | 3371/4000 [36:57<06:48,  1.54it/s]

train:  17%|█▋        | 478/2893 [05:10<26:09,  1.54it/s]
overall:  84%|████████▍ | 3372/4000 [36:57<06:47,  1.54it/s]

train:  17%|█▋        | 479/2893 [05:11<26:07,  1.54it/s]
overall:  84%|████████▍ | 3373/4000 [36:58<06:46,  1.54it/s]

train:  17%|█▋        | 480/2893 [05:12<26:04,  1.54it/s]
overall:  84%|████████▍ | 3374/4000 [36:59<06:47,  1.53it/s]

train:  17%|█▋        | 481/2893 [05:12<26:11,  1.53it/s]
overall:  84%|████████▍ | 3375/4000 [36:59<06:45,  1.54it/s]

train:  17%|█▋        | 482/2893 [05:13<26:04,  1.54it/s]
overall:  84%|████████▍ | 3376/4000 [37:00<06:43,  1.54it/s]

train:  17%|█▋        | 483/2893 [05:14<26:00,  1.54it/s]
overall:  84%|████████▍ | 3377/4000 [37:00<06:42,  1.55it/s]

train:  17%|█▋        | 484/2893 [05:14<25:55,  1.55it/s]
overall:  84%|████████▍ | 3378/4000 [37:01<06:42,  1.55it/s]

train:  17%|█▋        | 485/2893 [05:15<25:56,  1.55it/s]
overall:  84%|████████▍ | 3379/4000 [37:02<06:41,  1.55it/s]

train:  17%|█▋        | 486/2893 [05:16<25:54,  1.55it/s]
overall:  84%|████████▍ | 3380/4000 [37:02<06:41,  1.55it/s]

train:  17%|█▋        | 487/2893 [05:16<25:56,  1.55it/s]
overall:  85%|████████▍ | 3381/4000 [37:03<06:41,  1.54it/s]

train:  17%|█▋        | 488/2893 [05:17<26:00,  1.54it/s]
overall:  85%|████████▍ | 3382/4000 [37:04<06:40,  1.54it/s]

train:  17%|█▋        | 489/2893 [05:18<25:59,  1.54it/s]
overall:  85%|████████▍ | 3383/4000 [37:04<06:41,  1.54it/s]

train:  17%|█▋        | 490/2893 [05:18<26:03,  1.54it/s]
overall:  85%|████████▍ | 3384/4000 [37:05<06:39,  1.54it/s]

train:  17%|█▋        | 491/2893 [05:19<25:59,  1.54it/s]
overall:  85%|████████▍ | 3385/4000 [37:06<06:39,  1.54it/s]

train:  17%|█▋        | 492/2893 [05:20<25:59,  1.54it/s]
overall:  85%|████████▍ | 3386/4000 [37:06<06:40,  1.53it/s]

train:  17%|█▋        | 493/2893 [05:20<26:03,  1.53it/s]
overall:  85%|████████▍ | 3387/4000 [37:07<06:38,  1.54it/s]

train:  17%|█▋        | 494/2893 [05:21<25:59,  1.54it/s]
overall:  85%|████████▍ | 3388/4000 [37:08<06:36,  1.54it/s]

train:  17%|█▋        | 495/2893 [05:22<25:55,  1.54it/s]
overall:  85%|████████▍ | 3389/4000 [37:08<06:35,  1.54it/s]

train:  17%|█▋        | 496/2893 [05:22<25:52,  1.54it/s]
overall:  85%|████████▍ | 3390/4000 [37:09<06:33,  1.55it/s]

train:  17%|█▋        | 497/2893 [05:23<25:47,  1.55it/s]
overall:  85%|████████▍ | 3391/4000 [37:10<06:32,  1.55it/s]

train:  17%|█▋        | 498/2893 [05:23<25:45,  1.55it/s]
overall:  85%|████████▍ | 3392/4000 [37:10<06:32,  1.55it/s]

train:  17%|█▋        | 499/2893 [05:24<25:46,  1.55it/s]
overall:  85%|████████▍ | 3393/4000 [37:11<06:31,  1.55it/s]

train:  17%|█▋        | 500/2893 [05:25<25:44,  1.55it/s]
overall:  85%|████████▍ | 3394/4000 [37:11<06:32,  1.54it/s]

train:  17%|█▋        | 501/2893 [05:25<25:48,  1.54it/s]
overall:  85%|████████▍ | 3395/4000 [37:12<06:31,  1.55it/s]

train:  17%|█▋        | 502/2893 [05:26<25:45,  1.55it/s]
overall:  85%|████████▍ | 3396/4000 [37:13<06:30,  1.55it/s]

train:  17%|█▋        | 503/2893 [05:27<25:44,  1.55it/s]
overall:  85%|████████▍ | 3397/4000 [37:13<06:29,  1.55it/s]

train:  17%|█▋        | 504/2893 [05:27<25:42,  1.55it/s]
overall:  85%|████████▍ | 3398/4000 [37:14<06:32,  1.53it/s]

train:  17%|█▋        | 505/2893 [05:28<25:56,  1.53it/s]
overall:  85%|████████▍ | 3399/4000 [37:15<06:30,  1.54it/s]

train:  17%|█▋        | 506/2893 [05:29<25:51,  1.54it/s]
overall:  85%|████████▌ | 3400/4000 [37:15<06:28,  1.54it/s]

train:  18%|█▊        | 507/2893 [05:29<25:44,  1.54it/s]
overall:  85%|████████▌ | 3401/4000 [37:16<06:27,  1.55it/s]

train:  18%|█▊        | 508/2893 [05:30<25:41,  1.55it/s]
overall:  85%|████████▌ | 3402/4000 [37:17<06:25,  1.55it/s]

train:  18%|█▊        | 509/2893 [05:31<25:38,  1.55it/s]
overall:  85%|████████▌ | 3403/4000 [37:17<06:25,  1.55it/s]

train:  18%|█▊        | 510/2893 [05:31<25:37,  1.55it/s]
overall:  85%|████████▌ | 3404/4000 [37:18<06:24,  1.55it/s]

train:  18%|█▊        | 511/2893 [05:32<25:36,  1.55it/s]
overall:  85%|████████▌ | 3405/4000 [37:19<06:24,  1.55it/s]

train:  18%|█▊        | 512/2893 [05:32<25:39,  1.55it/s]
overall:  85%|████████▌ | 3406/4000 [37:19<06:24,  1.55it/s]

train:  18%|█▊        | 513/2893 [05:33<25:39,  1.55it/s]
overall:  85%|████████▌ | 3407/4000 [37:20<06:23,  1.55it/s]

train:  18%|█▊        | 514/2893 [05:34<25:37,  1.55it/s]
overall:  85%|████████▌ | 3408/4000 [37:21<06:22,  1.55it/s]

train:  18%|█▊        | 515/2893 [05:34<25:35,  1.55it/s]
overall:  85%|████████▌ | 3409/4000 [37:21<06:22,  1.55it/s]

train:  18%|█▊        | 516/2893 [05:35<25:37,  1.55it/s]
overall:  85%|████████▌ | 3410/4000 [37:22<06:23,  1.54it/s]

train:  18%|█▊        | 517/2893 [05:36<25:45,  1.54it/s]
overall:  85%|████████▌ | 3411/4000 [37:22<06:23,  1.54it/s]

train:  18%|█▊        | 518/2893 [05:36<25:46,  1.54it/s]
overall:  85%|████████▌ | 3412/4000 [37:23<06:21,  1.54it/s]

train:  18%|█▊        | 519/2893 [05:37<25:40,  1.54it/s]
overall:  85%|████████▌ | 3413/4000 [37:24<06:18,  1.55it/s]

train:  18%|█▊        | 520/2893 [05:38<25:31,  1.55it/s]
overall:  85%|████████▌ | 3414/4000 [37:24<06:17,  1.55it/s]

train:  18%|█▊        | 521/2893 [05:38<25:28,  1.55it/s]
overall:  85%|████████▌ | 3415/4000 [37:25<06:16,  1.55it/s]

train:  18%|█▊        | 522/2893 [05:39<25:26,  1.55it/s]
overall:  85%|████████▌ | 3416/4000 [37:26<06:15,  1.55it/s]

train:  18%|█▊        | 523/2893 [05:40<25:24,  1.55it/s]
overall:  85%|████████▌ | 3417/4000 [37:26<06:15,  1.55it/s]

train:  18%|█▊        | 524/2893 [05:40<25:25,  1.55it/s]
overall:  85%|████████▌ | 3418/4000 [37:27<06:15,  1.55it/s]

train:  18%|█▊        | 525/2893 [05:41<25:29,  1.55it/s]
overall:  85%|████████▌ | 3419/4000 [37:28<06:15,  1.55it/s]

train:  18%|█▊        | 526/2893 [05:42<25:29,  1.55it/s]
overall:  86%|████████▌ | 3420/4000 [37:28<06:14,  1.55it/s]

train:  18%|█▊        | 527/2893 [05:42<25:26,  1.55it/s]
overall:  86%|████████▌ | 3421/4000 [37:29<06:14,  1.55it/s]

train:  18%|█▊        | 528/2893 [05:43<25:28,  1.55it/s]
overall:  86%|████████▌ | 3422/4000 [37:30<06:15,  1.54it/s]

train:  18%|█▊        | 529/2893 [05:43<25:35,  1.54it/s]
overall:  86%|████████▌ | 3423/4000 [37:30<06:14,  1.54it/s]

train:  18%|█▊        | 530/2893 [05:44<25:32,  1.54it/s]
overall:  86%|████████▌ | 3424/4000 [37:31<06:12,  1.55it/s]

train:  18%|█▊        | 531/2893 [05:45<25:28,  1.55it/s]
overall:  86%|████████▌ | 3425/4000 [37:32<06:10,  1.55it/s]

train:  18%|█▊        | 532/2893 [05:45<25:22,  1.55it/s]
overall:  86%|████████▌ | 3426/4000 [37:32<06:10,  1.55it/s]

train:  18%|█▊        | 533/2893 [05:46<25:22,  1.55it/s]
overall:  86%|████████▌ | 3427/4000 [37:33<06:09,  1.55it/s]

train:  18%|█▊        | 534/2893 [05:47<25:19,  1.55it/s]
overall:  86%|████████▌ | 3428/4000 [37:33<06:10,  1.55it/s]

train:  18%|█▊        | 535/2893 [05:47<25:25,  1.55it/s]
overall:  86%|████████▌ | 3429/4000 [37:34<06:09,  1.55it/s]

train:  19%|█▊        | 536/2893 [05:48<25:25,  1.55it/s]
overall:  86%|████████▌ | 3430/4000 [37:35<06:09,  1.54it/s]

train:  19%|█▊        | 537/2893 [05:49<25:25,  1.54it/s]
overall:  86%|████████▌ | 3431/4000 [37:35<06:09,  1.54it/s]

train:  19%|█▊        | 538/2893 [05:49<25:30,  1.54it/s]
overall:  86%|████████▌ | 3432/4000 [37:36<06:08,  1.54it/s]

train:  19%|█▊        | 539/2893 [05:50<25:25,  1.54it/s]
overall:  86%|████████▌ | 3433/4000 [37:37<06:07,  1.54it/s]

train:  19%|█▊        | 540/2893 [05:51<25:24,  1.54it/s]
overall:  86%|████████▌ | 3434/4000 [37:37<06:29,  1.45it/s]

train:  19%|█▊        | 541/2893 [05:51<27:00,  1.45it/s]
overall:  86%|████████▌ | 3435/4000 [37:38<06:24,  1.47it/s]

train:  19%|█▊        | 542/2893 [05:52<26:40,  1.47it/s]
overall:  86%|████████▌ | 3436/4000 [37:39<06:17,  1.49it/s]

train:  19%|█▉        | 543/2893 [05:53<26:13,  1.49it/s]
overall:  86%|████████▌ | 3437/4000 [37:39<06:11,  1.51it/s]

train:  19%|█▉        | 544/2893 [05:53<25:51,  1.51it/s]
overall:  86%|████████▌ | 3438/4000 [37:40<06:08,  1.52it/s]

train:  19%|█▉        | 545/2893 [05:54<25:39,  1.52it/s]
overall:  86%|████████▌ | 3439/4000 [37:41<06:05,  1.53it/s]

train:  19%|█▉        | 546/2893 [05:55<25:29,  1.53it/s]
overall:  86%|████████▌ | 3440/4000 [37:41<06:04,  1.54it/s]

train:  19%|█▉        | 547/2893 [05:55<25:25,  1.54it/s]
overall:  86%|████████▌ | 3441/4000 [37:42<06:03,  1.54it/s]

train:  19%|█▉        | 548/2893 [05:56<25:23,  1.54it/s]
overall:  86%|████████▌ | 3442/4000 [37:43<06:02,  1.54it/s]

train:  19%|█▉        | 549/2893 [05:57<25:22,  1.54it/s]
overall:  86%|████████▌ | 3443/4000 [37:43<06:01,  1.54it/s]

train:  19%|█▉        | 550/2893 [05:57<25:22,  1.54it/s]
overall:  86%|████████▌ | 3444/4000 [37:44<05:59,  1.55it/s]

train:  19%|█▉        | 551/2893 [05:58<25:14,  1.55it/s]
overall:  86%|████████▌ | 3445/4000 [37:45<05:59,  1.54it/s]

train:  19%|█▉        | 552/2893 [05:59<25:17,  1.54it/s]
overall:  86%|████████▌ | 3446/4000 [37:45<06:00,  1.54it/s]

train:  19%|█▉        | 553/2893 [05:59<25:22,  1.54it/s]
overall:  86%|████████▌ | 3447/4000 [37:46<05:59,  1.54it/s]

train:  19%|█▉        | 554/2893 [06:00<25:20,  1.54it/s]
overall:  86%|████████▌ | 3448/4000 [37:47<05:57,  1.54it/s]

train:  19%|█▉        | 555/2893 [06:00<25:13,  1.54it/s]
overall:  86%|████████▌ | 3449/4000 [37:47<05:55,  1.55it/s]

train:  19%|█▉        | 556/2893 [06:01<25:07,  1.55it/s]
overall:  86%|████████▋ | 3450/4000 [37:48<05:54,  1.55it/s]

train:  19%|█▉        | 557/2893 [06:02<25:06,  1.55it/s]
overall:  86%|████████▋ | 3451/4000 [37:48<05:53,  1.55it/s]

train:  19%|█▉        | 558/2893 [06:02<25:04,  1.55it/s]
overall:  86%|████████▋ | 3452/4000 [37:49<05:53,  1.55it/s]

train:  19%|█▉        | 559/2893 [06:03<25:05,  1.55it/s]
overall:  86%|████████▋ | 3453/4000 [37:50<05:53,  1.55it/s]

train:  19%|█▉        | 560/2893 [06:04<25:06,  1.55it/s]
overall:  86%|████████▋ | 3454/4000 [37:50<05:53,  1.55it/s]

train:  19%|█▉        | 561/2893 [06:04<25:07,  1.55it/s]
overall:  86%|████████▋ | 3455/4000 [37:51<05:52,  1.55it/s]

train:  19%|█▉        | 562/2893 [06:05<25:06,  1.55it/s]
overall:  86%|████████▋ | 3456/4000 [37:52<05:51,  1.55it/s]

train:  19%|█▉        | 563/2893 [06:06<25:05,  1.55it/s]
overall:  86%|████████▋ | 3457/4000 [37:52<05:50,  1.55it/s]

train:  19%|█▉        | 564/2893 [06:06<25:04,  1.55it/s]
overall:  86%|████████▋ | 3458/4000 [37:53<05:51,  1.54it/s]

train:  20%|█▉        | 565/2893 [06:07<25:10,  1.54it/s]
overall:  86%|████████▋ | 3459/4000 [37:54<05:50,  1.54it/s]

train:  20%|█▉        | 566/2893 [06:08<25:07,  1.54it/s]
overall:  86%|████████▋ | 3460/4000 [37:54<05:48,  1.55it/s]

train:  20%|█▉        | 567/2893 [06:08<25:03,  1.55it/s]
overall:  87%|████████▋ | 3461/4000 [37:55<05:48,  1.55it/s]

train:  20%|█▉        | 568/2893 [06:09<25:01,  1.55it/s]
overall:  87%|████████▋ | 3462/4000 [37:56<05:46,  1.55it/s]

train:  20%|█▉        | 569/2893 [06:09<24:58,  1.55it/s]
overall:  87%|████████▋ | 3463/4000 [37:56<05:45,  1.55it/s]

train:  20%|█▉        | 570/2893 [06:10<24:55,  1.55it/s]
overall:  87%|████████▋ | 3464/4000 [37:57<05:45,  1.55it/s]

train:  20%|█▉        | 571/2893 [06:11<24:56,  1.55it/s]
overall:  87%|████████▋ | 3465/4000 [37:58<05:45,  1.55it/s]

train:  20%|█▉        | 572/2893 [06:11<24:58,  1.55it/s]
overall:  87%|████████▋ | 3466/4000 [37:58<05:44,  1.55it/s]

train:  20%|█▉        | 573/2893 [06:12<24:58,  1.55it/s]
overall:  87%|████████▋ | 3467/4000 [37:59<05:45,  1.54it/s]

train:  20%|█▉        | 574/2893 [06:13<25:01,  1.54it/s]
overall:  87%|████████▋ | 3468/4000 [37:59<05:43,  1.55it/s]

train:  20%|█▉        | 575/2893 [06:13<24:56,  1.55it/s]
overall:  87%|████████▋ | 3469/4000 [38:00<05:42,  1.55it/s]

train:  20%|█▉        | 576/2893 [06:14<24:54,  1.55it/s]
overall:  87%|████████▋ | 3470/4000 [38:01<05:44,  1.54it/s]

train:  20%|█▉        | 577/2893 [06:15<25:05,  1.54it/s]
overall:  87%|████████▋ | 3471/4000 [38:01<05:44,  1.54it/s]

train:  20%|█▉        | 578/2893 [06:15<25:06,  1.54it/s]
overall:  87%|████████▋ | 3472/4000 [38:02<05:42,  1.54it/s]

train:  20%|██        | 579/2893 [06:16<25:01,  1.54it/s]
overall:  87%|████████▋ | 3473/4000 [38:03<05:40,  1.55it/s]

train:  20%|██        | 580/2893 [06:17<24:56,  1.55it/s]
overall:  87%|████████▋ | 3474/4000 [38:03<05:38,  1.55it/s]

train:  20%|██        | 581/2893 [06:17<24:49,  1.55it/s]
overall:  87%|████████▋ | 3475/4000 [38:04<05:38,  1.55it/s]

train:  20%|██        | 582/2893 [06:18<24:48,  1.55it/s]
overall:  87%|████████▋ | 3476/4000 [38:05<05:37,  1.55it/s]

train:  20%|██        | 583/2893 [06:19<24:48,  1.55it/s]
overall:  87%|████████▋ | 3477/4000 [38:05<05:37,  1.55it/s]

train:  20%|██        | 584/2893 [06:19<24:51,  1.55it/s]
overall:  87%|████████▋ | 3478/4000 [38:06<05:36,  1.55it/s]

train:  20%|██        | 585/2893 [06:20<24:49,  1.55it/s]
overall:  87%|████████▋ | 3479/4000 [38:07<05:36,  1.55it/s]

train:  20%|██        | 586/2893 [06:20<24:51,  1.55it/s]
overall:  87%|████████▋ | 3480/4000 [38:07<05:36,  1.55it/s]

train:  20%|██        | 587/2893 [06:21<24:51,  1.55it/s]
overall:  87%|████████▋ | 3481/4000 [38:08<05:35,  1.55it/s]

train:  20%|██        | 588/2893 [06:22<24:49,  1.55it/s]
overall:  87%|████████▋ | 3482/4000 [38:09<05:36,  1.54it/s]

train:  20%|██        | 589/2893 [06:22<24:55,  1.54it/s]
overall:  87%|████████▋ | 3483/4000 [38:09<05:35,  1.54it/s]

train:  20%|██        | 590/2893 [06:23<24:56,  1.54it/s]
overall:  87%|████████▋ | 3484/4000 [38:10<05:34,  1.54it/s]

train:  20%|██        | 591/2893 [06:24<24:52,  1.54it/s]
overall:  87%|████████▋ | 3485/4000 [38:10<05:32,  1.55it/s]

train:  20%|██        | 592/2893 [06:24<24:46,  1.55it/s]
overall:  87%|████████▋ | 3486/4000 [38:11<05:31,  1.55it/s]

train:  20%|██        | 593/2893 [06:25<24:43,  1.55it/s]
overall:  87%|████████▋ | 3487/4000 [38:12<05:29,  1.56it/s]

train:  21%|██        | 594/2893 [06:26<24:38,  1.56it/s]
overall:  87%|████████▋ | 3488/4000 [38:12<05:29,  1.55it/s]

train:  21%|██        | 595/2893 [06:26<24:39,  1.55it/s]
overall:  87%|████████▋ | 3489/4000 [38:13<05:29,  1.55it/s]

train:  21%|██        | 596/2893 [06:27<24:41,  1.55it/s]
overall:  87%|████████▋ | 3490/4000 [38:14<05:29,  1.55it/s]

train:  21%|██        | 597/2893 [06:28<24:45,  1.55it/s]
overall:  87%|████████▋ | 3491/4000 [38:14<05:29,  1.54it/s]

train:  21%|██        | 598/2893 [06:28<24:47,  1.54it/s]
overall:  87%|████████▋ | 3492/4000 [38:15<05:28,  1.55it/s]

train:  21%|██        | 599/2893 [06:29<24:42,  1.55it/s]
overall:  87%|████████▋ | 3493/4000 [38:16<05:27,  1.55it/s]

train:  21%|██        | 600/2893 [06:30<24:43,  1.55it/s]
overall:  87%|████████▋ | 3494/4000 [38:16<05:28,  1.54it/s]

train:  21%|██        | 601/2893 [06:30<24:49,  1.54it/s]
overall:  87%|████████▋ | 3495/4000 [38:17<05:27,  1.54it/s]

train:  21%|██        | 602/2893 [06:31<24:47,  1.54it/s]
overall:  87%|████████▋ | 3496/4000 [38:18<05:26,  1.54it/s]

train:  21%|██        | 603/2893 [06:31<24:45,  1.54it/s]
overall:  87%|████████▋ | 3497/4000 [38:18<05:25,  1.55it/s]

train:  21%|██        | 604/2893 [06:32<24:39,  1.55it/s]
overall:  87%|████████▋ | 3498/4000 [38:19<05:23,  1.55it/s]

train:  21%|██        | 605/2893 [06:33<24:34,  1.55it/s]
overall:  87%|████████▋ | 3499/4000 [38:20<05:22,  1.55it/s]

train:  21%|██        | 606/2893 [06:33<24:30,  1.55it/s]
overall:  88%|████████▊ | 3500/4000 [38:20<05:22,  1.55it/s]

train:  21%|██        | 607/2893 [06:34<24:33,  1.55it/s]
overall:  88%|████████▊ | 3501/4000 [38:21<05:22,  1.55it/s]

train:  21%|██        | 608/2893 [06:35<24:38,  1.55it/s]
overall:  88%|████████▊ | 3502/4000 [38:21<05:23,  1.54it/s]

train:  21%|██        | 609/2893 [06:35<24:42,  1.54it/s]
overall:  88%|████████▊ | 3503/4000 [38:22<05:22,  1.54it/s]

train:  21%|██        | 610/2893 [06:36<24:39,  1.54it/s]
overall:  88%|████████▊ | 3504/4000 [38:23<05:21,  1.54it/s]

train:  21%|██        | 611/2893 [06:37<24:37,  1.54it/s]
overall:  88%|████████▊ | 3505/4000 [38:23<05:20,  1.55it/s]

train:  21%|██        | 612/2893 [06:37<24:35,  1.55it/s]
overall:  88%|████████▊ | 3506/4000 [38:24<05:20,  1.54it/s]

train:  21%|██        | 613/2893 [06:38<24:41,  1.54it/s]
overall:  88%|████████▊ | 3507/4000 [38:25<05:20,  1.54it/s]

train:  21%|██        | 614/2893 [06:39<24:41,  1.54it/s]
overall:  88%|████████▊ | 3508/4000 [38:25<05:18,  1.55it/s]

train:  21%|██▏       | 615/2893 [06:39<24:33,  1.55it/s]
overall:  88%|████████▊ | 3509/4000 [38:26<05:17,  1.55it/s]

train:  21%|██▏       | 616/2893 [06:40<24:30,  1.55it/s]
overall:  88%|████████▊ | 3510/4000 [38:27<05:14,  1.56it/s]

train:  21%|██▏       | 617/2893 [06:41<24:22,  1.56it/s]
overall:  88%|████████▊ | 3511/4000 [38:27<05:14,  1.55it/s]

train:  21%|██▏       | 618/2893 [06:41<24:24,  1.55it/s]
overall:  88%|████████▊ | 3512/4000 [38:28<05:14,  1.55it/s]

train:  21%|██▏       | 619/2893 [06:42<24:26,  1.55it/s]
overall:  88%|████████▊ | 3513/4000 [38:29<05:14,  1.55it/s]

train:  21%|██▏       | 620/2893 [06:42<24:25,  1.55it/s]
overall:  88%|████████▊ | 3514/4000 [38:29<05:14,  1.54it/s]

train:  21%|██▏       | 621/2893 [06:43<24:31,  1.54it/s]
overall:  88%|████████▊ | 3515/4000 [38:30<05:13,  1.54it/s]

train:  22%|██▏       | 622/2893 [06:44<24:30,  1.54it/s]
overall:  88%|████████▊ | 3516/4000 [38:31<05:12,  1.55it/s]

train:  22%|██▏       | 623/2893 [06:44<24:26,  1.55it/s]
overall:  88%|████████▊ | 3517/4000 [38:31<05:11,  1.55it/s]

train:  22%|██▏       | 624/2893 [06:45<24:25,  1.55it/s]
overall:  88%|████████▊ | 3518/4000 [38:32<05:13,  1.54it/s]

train:  22%|██▏       | 625/2893 [06:46<24:34,  1.54it/s]
overall:  88%|████████▊ | 3519/4000 [38:32<05:13,  1.54it/s]

train:  22%|██▏       | 626/2893 [06:46<24:35,  1.54it/s]
overall:  88%|████████▊ | 3520/4000 [38:33<05:11,  1.54it/s]

train:  22%|██▏       | 627/2893 [06:47<24:29,  1.54it/s]
overall:  88%|████████▊ | 3521/4000 [38:34<05:10,  1.54it/s]

train:  22%|██▏       | 628/2893 [06:48<24:27,  1.54it/s]
overall:  88%|████████▊ | 3522/4000 [38:34<05:08,  1.55it/s]

train:  22%|██▏       | 629/2893 [06:48<24:22,  1.55it/s]
overall:  88%|████████▊ | 3523/4000 [38:35<05:08,  1.55it/s]

train:  22%|██▏       | 630/2893 [06:49<24:22,  1.55it/s]
overall:  88%|████████▊ | 3524/4000 [38:36<05:07,  1.55it/s]

train:  22%|██▏       | 631/2893 [06:50<24:22,  1.55it/s]
overall:  88%|████████▊ | 3525/4000 [38:36<05:07,  1.55it/s]

train:  22%|██▏       | 632/2893 [06:50<24:21,  1.55it/s]
overall:  88%|████████▊ | 3526/4000 [38:37<05:07,  1.54it/s]

train:  22%|██▏       | 633/2893 [06:51<24:23,  1.54it/s]
overall:  88%|████████▊ | 3527/4000 [38:38<05:06,  1.54it/s]

train:  22%|██▏       | 634/2893 [06:52<24:24,  1.54it/s]
overall:  88%|████████▊ | 3528/4000 [38:38<05:05,  1.55it/s]

train:  22%|██▏       | 635/2893 [06:52<24:21,  1.55it/s]
overall:  88%|████████▊ | 3529/4000 [38:39<05:05,  1.54it/s]

train:  22%|██▏       | 636/2893 [06:53<24:21,  1.54it/s]
overall:  88%|████████▊ | 3530/4000 [38:40<05:05,  1.54it/s]

train:  22%|██▏       | 637/2893 [06:53<24:26,  1.54it/s]
overall:  88%|████████▊ | 3531/4000 [38:40<05:05,  1.54it/s]

train:  22%|██▏       | 638/2893 [06:54<24:28,  1.54it/s]
overall:  88%|████████▊ | 3532/4000 [38:41<05:02,  1.55it/s]

train:  22%|██▏       | 639/2893 [06:55<24:18,  1.55it/s]
overall:  88%|████████▊ | 3533/4000 [38:42<05:01,  1.55it/s]

train:  22%|██▏       | 640/2893 [06:55<24:16,  1.55it/s]
overall:  88%|████████▊ | 3534/4000 [38:42<05:01,  1.55it/s]

train:  22%|██▏       | 641/2893 [06:56<24:15,  1.55it/s]
overall:  88%|████████▊ | 3535/4000 [38:43<05:00,  1.55it/s]

train:  22%|██▏       | 642/2893 [06:57<24:13,  1.55it/s]
overall:  88%|████████▊ | 3536/4000 [38:43<04:59,  1.55it/s]

train:  22%|██▏       | 643/2893 [06:57<24:13,  1.55it/s]
overall:  88%|████████▊ | 3537/4000 [38:44<04:59,  1.55it/s]

train:  22%|██▏       | 644/2893 [06:58<24:13,  1.55it/s]
overall:  88%|████████▊ | 3538/4000 [38:45<04:59,  1.54it/s]

train:  22%|██▏       | 645/2893 [06:59<24:15,  1.54it/s]
overall:  88%|████████▊ | 3539/4000 [38:45<04:58,  1.54it/s]

train:  22%|██▏       | 646/2893 [06:59<24:16,  1.54it/s]
overall:  88%|████████▊ | 3540/4000 [38:46<04:57,  1.55it/s]

train:  22%|██▏       | 647/2893 [07:00<24:12,  1.55it/s]
overall:  89%|████████▊ | 3541/4000 [38:47<04:56,  1.55it/s]

train:  22%|██▏       | 648/2893 [07:01<24:11,  1.55it/s]
overall:  89%|████████▊ | 3542/4000 [38:47<04:57,  1.54it/s]

train:  22%|██▏       | 649/2893 [07:01<24:19,  1.54it/s]
overall:  89%|████████▊ | 3543/4000 [38:48<04:56,  1.54it/s]

train:  22%|██▏       | 650/2893 [07:02<24:17,  1.54it/s]
overall:  89%|████████▊ | 3544/4000 [38:49<04:55,  1.55it/s]

train:  23%|██▎       | 651/2893 [07:03<24:11,  1.55it/s]
overall:  89%|████████▊ | 3545/4000 [38:49<04:53,  1.55it/s]

train:  23%|██▎       | 652/2893 [07:03<24:06,  1.55it/s]
overall:  89%|████████▊ | 3546/4000 [38:50<04:53,  1.55it/s]

train:  23%|██▎       | 653/2893 [07:04<24:05,  1.55it/s]
overall:  89%|████████▊ | 3547/4000 [38:51<04:52,  1.55it/s]

train:  23%|██▎       | 654/2893 [07:04<24:05,  1.55it/s]
overall:  89%|████████▊ | 3548/4000 [38:51<04:51,  1.55it/s]

train:  23%|██▎       | 655/2893 [07:05<24:05,  1.55it/s]
overall:  89%|████████▊ | 3549/4000 [38:52<04:51,  1.55it/s]

train:  23%|██▎       | 656/2893 [07:06<24:07,  1.55it/s]
overall:  89%|████████▉ | 3550/4000 [38:53<04:51,  1.54it/s]

train:  23%|██▎       | 657/2893 [07:06<24:08,  1.54it/s]
overall:  89%|████████▉ | 3551/4000 [38:53<04:51,  1.54it/s]

train:  23%|██▎       | 658/2893 [07:07<24:09,  1.54it/s]
overall:  89%|████████▉ | 3552/4000 [38:54<04:50,  1.54it/s]

train:  23%|██▎       | 659/2893 [07:08<24:08,  1.54it/s]
overall:  89%|████████▉ | 3553/4000 [38:54<04:48,  1.55it/s]

train:  23%|██▎       | 660/2893 [07:08<24:03,  1.55it/s]
overall:  89%|████████▉ | 3554/4000 [38:55<04:49,  1.54it/s]

train:  23%|██▎       | 661/2893 [07:09<24:08,  1.54it/s]
overall:  89%|████████▉ | 3555/4000 [38:56<04:48,  1.54it/s]

train:  23%|██▎       | 662/2893 [07:10<24:08,  1.54it/s]
overall:  89%|████████▉ | 3556/4000 [38:56<04:47,  1.54it/s]

train:  23%|██▎       | 663/2893 [07:10<24:05,  1.54it/s]
overall:  89%|████████▉ | 3557/4000 [38:57<04:46,  1.55it/s]

train:  23%|██▎       | 664/2893 [07:11<23:59,  1.55it/s]
overall:  89%|████████▉ | 3558/4000 [38:58<04:45,  1.55it/s]

train:  23%|██▎       | 665/2893 [07:12<24:00,  1.55it/s]
overall:  89%|████████▉ | 3559/4000 [38:58<04:43,  1.55it/s]

train:  23%|██▎       | 666/2893 [07:12<23:52,  1.55it/s]
overall:  89%|████████▉ | 3560/4000 [38:59<04:44,  1.55it/s]

train:  23%|██▎       | 667/2893 [07:13<23:56,  1.55it/s]
overall:  89%|████████▉ | 3561/4000 [39:00<04:44,  1.54it/s]

train:  23%|██▎       | 668/2893 [07:14<24:01,  1.54it/s]
overall:  89%|████████▉ | 3562/4000 [39:00<04:44,  1.54it/s]

train:  23%|██▎       | 669/2893 [07:14<24:04,  1.54it/s]
overall:  89%|████████▉ | 3563/4000 [39:01<04:43,  1.54it/s]

train:  23%|██▎       | 670/2893 [07:15<24:01,  1.54it/s]
overall:  89%|████████▉ | 3564/4000 [39:02<04:42,  1.54it/s]

train:  23%|██▎       | 671/2893 [07:15<24:00,  1.54it/s]
overall:  89%|████████▉ | 3565/4000 [39:02<04:41,  1.54it/s]

train:  23%|██▎       | 672/2893 [07:16<23:59,  1.54it/s]
overall:  89%|████████▉ | 3566/4000 [39:03<04:43,  1.53it/s]

train:  23%|██▎       | 673/2893 [07:17<24:09,  1.53it/s]
overall:  89%|████████▉ | 3567/4000 [39:04<04:42,  1.53it/s]

train:  23%|██▎       | 674/2893 [07:17<24:05,  1.53it/s]
overall:  89%|████████▉ | 3568/4000 [39:04<04:40,  1.54it/s]

train:  23%|██▎       | 675/2893 [07:18<23:59,  1.54it/s]
overall:  89%|████████▉ | 3569/4000 [39:05<04:39,  1.54it/s]

train:  23%|██▎       | 676/2893 [07:19<23:57,  1.54it/s]
overall:  89%|████████▉ | 3570/4000 [39:05<04:38,  1.54it/s]

train:  23%|██▎       | 677/2893 [07:19<23:56,  1.54it/s]
overall:  89%|████████▉ | 3571/4000 [39:06<04:37,  1.54it/s]

train:  23%|██▎       | 678/2893 [07:20<23:53,  1.54it/s]
overall:  89%|████████▉ | 3572/4000 [39:07<04:37,  1.54it/s]

train:  23%|██▎       | 679/2893 [07:21<23:54,  1.54it/s]
overall:  89%|████████▉ | 3573/4000 [39:07<04:36,  1.54it/s]

train:  24%|██▎       | 680/2893 [07:21<23:54,  1.54it/s]
overall:  89%|████████▉ | 3574/4000 [39:08<04:36,  1.54it/s]

train:  24%|██▎       | 681/2893 [07:22<23:53,  1.54it/s]
overall:  89%|████████▉ | 3575/4000 [39:09<04:35,  1.54it/s]

train:  24%|██▎       | 682/2893 [07:23<23:54,  1.54it/s]
overall:  89%|████████▉ | 3576/4000 [39:09<04:34,  1.55it/s]

train:  24%|██▎       | 683/2893 [07:23<23:49,  1.55it/s]
overall:  89%|████████▉ | 3577/4000 [39:10<04:32,  1.55it/s]

train:  24%|██▎       | 684/2893 [07:24<23:45,  1.55it/s]
overall:  89%|████████▉ | 3578/4000 [39:11<04:33,  1.54it/s]

train:  24%|██▎       | 685/2893 [07:25<23:53,  1.54it/s]
overall:  89%|████████▉ | 3579/4000 [39:11<04:33,  1.54it/s]

train:  24%|██▎       | 686/2893 [07:25<23:53,  1.54it/s]
overall:  90%|████████▉ | 3580/4000 [39:12<04:31,  1.54it/s]

train:  24%|██▎       | 687/2893 [07:26<23:48,  1.54it/s]
overall:  90%|████████▉ | 3581/4000 [39:13<04:30,  1.55it/s]

train:  24%|██▍       | 688/2893 [07:27<23:45,  1.55it/s]
overall:  90%|████████▉ | 3582/4000 [39:13<04:30,  1.55it/s]

train:  24%|██▍       | 689/2893 [07:27<23:44,  1.55it/s]
overall:  90%|████████▉ | 3583/4000 [39:14<04:29,  1.55it/s]

train:  24%|██▍       | 690/2893 [07:28<23:43,  1.55it/s]
overall:  90%|████████▉ | 3584/4000 [39:15<04:29,  1.54it/s]

train:  24%|██▍       | 691/2893 [07:28<23:45,  1.54it/s]
overall:  90%|████████▉ | 3585/4000 [39:15<04:28,  1.54it/s]

train:  24%|██▍       | 692/2893 [07:29<23:45,  1.54it/s]
overall:  90%|████████▉ | 3586/4000 [39:16<04:28,  1.54it/s]

train:  24%|██▍       | 693/2893 [07:30<23:45,  1.54it/s]
overall:  90%|████████▉ | 3587/4000 [39:16<04:27,  1.54it/s]

train:  24%|██▍       | 694/2893 [07:30<23:46,  1.54it/s]
overall:  90%|████████▉ | 3588/4000 [39:17<04:26,  1.54it/s]

train:  24%|██▍       | 695/2893 [07:31<23:44,  1.54it/s]
overall:  90%|████████▉ | 3589/4000 [39:18<04:27,  1.54it/s]

train:  24%|██▍       | 696/2893 [07:32<23:47,  1.54it/s]
overall:  90%|████████▉ | 3590/4000 [39:18<04:27,  1.53it/s]

train:  24%|██▍       | 697/2893 [07:32<23:55,  1.53it/s]
overall:  90%|████████▉ | 3591/4000 [39:19<04:27,  1.53it/s]

train:  24%|██▍       | 698/2893 [07:33<23:53,  1.53it/s]
overall:  90%|████████▉ | 3592/4000 [39:20<04:25,  1.54it/s]

train:  24%|██▍       | 699/2893 [07:34<23:48,  1.54it/s]
overall:  90%|████████▉ | 3593/4000 [39:20<04:24,  1.54it/s]

train:  24%|██▍       | 700/2893 [07:34<23:44,  1.54it/s]
overall:  90%|████████▉ | 3594/4000 [39:21<04:22,  1.54it/s]

train:  24%|██▍       | 701/2893 [07:35<23:39,  1.54it/s]
overall:  90%|████████▉ | 3595/4000 [39:22<04:21,  1.55it/s]

train:  24%|██▍       | 702/2893 [07:36<23:34,  1.55it/s]
overall:  90%|████████▉ | 3596/4000 [39:22<04:20,  1.55it/s]

train:  24%|██▍       | 703/2893 [07:36<23:31,  1.55it/s]
overall:  90%|████████▉ | 3597/4000 [39:23<04:20,  1.55it/s]

train:  24%|██▍       | 704/2893 [07:37<23:35,  1.55it/s]
overall:  90%|████████▉ | 3598/4000 [39:24<04:20,  1.54it/s]

train:  24%|██▍       | 705/2893 [07:38<23:36,  1.54it/s]
overall:  90%|████████▉ | 3599/4000 [39:24<04:19,  1.54it/s]

train:  24%|██▍       | 706/2893 [07:38<23:37,  1.54it/s]
overall:  90%|█████████ | 3600/4000 [39:25<04:18,  1.55it/s]

train:  24%|██▍       | 707/2893 [07:39<23:34,  1.55it/s]
overall:  90%|█████████ | 3601/4000 [39:26<04:18,  1.55it/s]

train:  24%|██▍       | 708/2893 [07:39<23:34,  1.55it/s]
overall:  90%|█████████ | 3602/4000 [39:26<04:19,  1.54it/s]

train:  25%|██▍       | 709/2893 [07:40<23:41,  1.54it/s]
overall:  90%|█████████ | 3603/4000 [39:27<04:17,  1.54it/s]

train:  25%|██▍       | 710/2893 [07:41<23:38,  1.54it/s]
overall:  90%|█████████ | 3604/4000 [39:28<04:16,  1.54it/s]

train:  25%|██▍       | 711/2893 [07:41<23:32,  1.54it/s]
overall:  90%|█████████ | 3605/4000 [39:28<04:15,  1.55it/s]

train:  25%|██▍       | 712/2893 [07:42<23:30,  1.55it/s]
overall:  90%|█████████ | 3606/4000 [39:29<04:15,  1.54it/s]

train:  25%|██▍       | 713/2893 [07:43<23:34,  1.54it/s]
overall:  90%|█████████ | 3607/4000 [39:29<04:14,  1.55it/s]

train:  25%|██▍       | 714/2893 [07:43<23:29,  1.55it/s]
overall:  90%|█████████ | 3608/4000 [39:30<04:13,  1.54it/s]

train:  25%|██▍       | 715/2893 [07:44<23:30,  1.54it/s]
overall:  90%|█████████ | 3609/4000 [39:31<04:13,  1.54it/s]

train:  25%|██▍       | 716/2893 [07:45<23:30,  1.54it/s]
overall:  90%|█████████ | 3610/4000 [39:31<04:13,  1.54it/s]

train:  25%|██▍       | 717/2893 [07:45<23:33,  1.54it/s]
overall:  90%|█████████ | 3611/4000 [39:32<04:12,  1.54it/s]

train:  25%|██▍       | 718/2893 [07:46<23:31,  1.54it/s]
overall:  90%|█████████ | 3612/4000 [39:33<04:11,  1.54it/s]

train:  25%|██▍       | 719/2893 [07:47<23:28,  1.54it/s]
overall:  90%|█████████ | 3613/4000 [39:33<04:10,  1.55it/s]

train:  25%|██▍       | 720/2893 [07:47<23:25,  1.55it/s]
overall:  90%|█████████ | 3614/4000 [39:34<04:11,  1.54it/s]

train:  25%|██▍       | 721/2893 [07:48<23:33,  1.54it/s]
overall:  90%|█████████ | 3615/4000 [39:35<04:10,  1.53it/s]

train:  25%|██▍       | 722/2893 [07:49<23:35,  1.53it/s]
overall:  90%|█████████ | 3616/4000 [39:35<04:09,  1.54it/s]

train:  25%|██▍       | 723/2893 [07:49<23:31,  1.54it/s]
overall:  90%|█████████ | 3617/4000 [39:36<04:08,  1.54it/s]

train:  25%|██▌       | 724/2893 [07:50<23:28,  1.54it/s]
overall:  90%|█████████ | 3618/4000 [39:37<04:07,  1.55it/s]

train:  25%|██▌       | 725/2893 [07:51<23:21,  1.55it/s]
overall:  90%|█████████ | 3619/4000 [39:37<04:05,  1.55it/s]

train:  25%|██▌       | 726/2893 [07:51<23:18,  1.55it/s]
overall:  90%|█████████ | 3620/4000 [39:38<04:05,  1.55it/s]

train:  25%|██▌       | 727/2893 [07:52<23:17,  1.55it/s]
overall:  91%|█████████ | 3621/4000 [39:39<04:05,  1.55it/s]

train:  25%|██▌       | 728/2893 [07:52<23:19,  1.55it/s]
overall:  91%|█████████ | 3622/4000 [39:39<04:05,  1.54it/s]

train:  25%|██▌       | 729/2893 [07:53<23:23,  1.54it/s]
overall:  91%|█████████ | 3623/4000 [39:40<04:04,  1.54it/s]

train:  25%|██▌       | 730/2893 [07:54<23:22,  1.54it/s]
overall:  91%|█████████ | 3624/4000 [39:40<04:03,  1.55it/s]

train:  25%|██▌       | 731/2893 [07:54<23:18,  1.55it/s]
overall:  91%|█████████ | 3625/4000 [39:41<04:02,  1.55it/s]

train:  25%|██▌       | 732/2893 [07:55<23:16,  1.55it/s]
overall:  91%|█████████ | 3626/4000 [39:42<04:03,  1.54it/s]

train:  25%|██▌       | 733/2893 [07:56<23:24,  1.54it/s]
overall:  91%|█████████ | 3627/4000 [39:42<04:01,  1.54it/s]

train:  25%|██▌       | 734/2893 [07:56<23:20,  1.54it/s]
overall:  91%|█████████ | 3628/4000 [39:43<04:01,  1.54it/s]

train:  25%|██▌       | 735/2893 [07:57<23:18,  1.54it/s]
overall:  91%|█████████ | 3629/4000 [39:44<03:59,  1.55it/s]

train:  25%|██▌       | 736/2893 [07:58<23:11,  1.55it/s]
overall:  91%|█████████ | 3630/4000 [39:44<03:58,  1.55it/s]

train:  25%|██▌       | 737/2893 [07:58<23:10,  1.55it/s]
overall:  91%|█████████ | 3631/4000 [39:45<03:59,  1.54it/s]

train:  26%|██▌       | 738/2893 [07:59<23:17,  1.54it/s]
overall:  91%|█████████ | 3632/4000 [39:46<03:59,  1.54it/s]

train:  26%|██▌       | 739/2893 [08:00<23:19,  1.54it/s]
overall:  91%|█████████ | 3633/4000 [39:46<03:58,  1.54it/s]

train:  26%|██▌       | 740/2893 [08:00<23:18,  1.54it/s]
overall:  91%|█████████ | 3634/4000 [39:47<03:58,  1.54it/s]

train:  26%|██▌       | 741/2893 [08:01<23:20,  1.54it/s]
overall:  91%|█████████ | 3635/4000 [39:48<03:57,  1.54it/s]

train:  26%|██▌       | 742/2893 [08:02<23:18,  1.54it/s]
overall:  91%|█████████ | 3636/4000 [39:48<03:56,  1.54it/s]

train:  26%|██▌       | 743/2893 [08:02<23:14,  1.54it/s]
overall:  91%|█████████ | 3637/4000 [39:49<03:55,  1.54it/s]

train:  26%|██▌       | 744/2893 [08:03<23:13,  1.54it/s]
overall:  91%|█████████ | 3638/4000 [39:50<03:56,  1.53it/s]

train:  26%|██▌       | 745/2893 [08:03<23:20,  1.53it/s]
overall:  91%|█████████ | 3639/4000 [39:50<03:54,  1.54it/s]

train:  26%|██▌       | 746/2893 [08:04<23:16,  1.54it/s]
overall:  91%|█████████ | 3640/4000 [39:51<03:53,  1.54it/s]

train:  26%|██▌       | 747/2893 [08:05<23:11,  1.54it/s]
overall:  91%|█████████ | 3641/4000 [39:52<03:52,  1.55it/s]

train:  26%|██▌       | 748/2893 [08:05<23:06,  1.55it/s]
overall:  91%|█████████ | 3642/4000 [39:52<03:51,  1.55it/s]

train:  26%|██▌       | 749/2893 [08:06<23:05,  1.55it/s]
overall:  91%|█████████ | 3643/4000 [39:53<03:50,  1.55it/s]

train:  26%|██▌       | 750/2893 [08:07<23:01,  1.55it/s]
overall:  91%|█████████ | 3644/4000 [39:53<03:49,  1.55it/s]

train:  26%|██▌       | 751/2893 [08:07<23:02,  1.55it/s]
overall:  91%|█████████ | 3645/4000 [39:54<03:49,  1.55it/s]

train:  26%|██▌       | 752/2893 [08:08<23:03,  1.55it/s]
overall:  91%|█████████ | 3646/4000 [39:55<03:49,  1.55it/s]

train:  26%|██▌       | 753/2893 [08:09<23:04,  1.55it/s]
overall:  91%|█████████ | 3647/4000 [39:55<03:48,  1.54it/s]

train:  26%|██▌       | 754/2893 [08:09<23:06,  1.54it/s]
overall:  91%|█████████ | 3648/4000 [39:56<03:47,  1.55it/s]

train:  26%|██▌       | 755/2893 [08:10<23:00,  1.55it/s]
overall:  91%|█████████ | 3649/4000 [39:57<03:46,  1.55it/s]

train:  26%|██▌       | 756/2893 [08:11<23:00,  1.55it/s]
overall:  91%|█████████▏| 3650/4000 [39:57<03:47,  1.54it/s]

train:  26%|██▌       | 757/2893 [08:11<23:09,  1.54it/s]
overall:  91%|█████████▏| 3651/4000 [39:58<03:47,  1.54it/s]

train:  26%|██▌       | 758/2893 [08:12<23:09,  1.54it/s]
overall:  91%|█████████▏| 3652/4000 [39:59<03:45,  1.54it/s]

train:  26%|██▌       | 759/2893 [08:13<23:05,  1.54it/s]
overall:  91%|█████████▏| 3653/4000 [39:59<03:44,  1.55it/s]

train:  26%|██▋       | 760/2893 [08:13<22:59,  1.55it/s]
overall:  91%|█████████▏| 3654/4000 [40:00<03:43,  1.55it/s]

train:  26%|██▋       | 761/2893 [08:14<22:55,  1.55it/s]
overall:  91%|█████████▏| 3655/4000 [40:01<03:42,  1.55it/s]

train:  26%|██▋       | 762/2893 [08:14<22:53,  1.55it/s]
overall:  91%|█████████▏| 3656/4000 [40:01<03:41,  1.55it/s]

train:  26%|██▋       | 763/2893 [08:15<22:54,  1.55it/s]
overall:  91%|█████████▏| 3657/4000 [40:02<03:41,  1.55it/s]

train:  26%|██▋       | 764/2893 [08:16<22:54,  1.55it/s]
overall:  91%|█████████▏| 3658/4000 [40:03<03:40,  1.55it/s]

train:  26%|██▋       | 765/2893 [08:16<22:54,  1.55it/s]
overall:  91%|█████████▏| 3659/4000 [40:03<03:40,  1.54it/s]

train:  26%|██▋       | 766/2893 [08:17<22:58,  1.54it/s]
overall:  92%|█████████▏| 3660/4000 [40:04<03:39,  1.55it/s]

train:  27%|██▋       | 767/2893 [08:18<22:53,  1.55it/s]
overall:  92%|█████████▏| 3661/4000 [40:04<03:39,  1.55it/s]

train:  27%|██▋       | 768/2893 [08:18<22:54,  1.55it/s]
overall:  92%|█████████▏| 3662/4000 [40:05<03:39,  1.54it/s]

train:  27%|██▋       | 769/2893 [08:19<23:01,  1.54it/s]
overall:  92%|█████████▏| 3663/4000 [40:06<03:39,  1.54it/s]

train:  27%|██▋       | 770/2893 [08:20<23:00,  1.54it/s]
overall:  92%|█████████▏| 3664/4000 [40:06<03:37,  1.54it/s]

train:  27%|██▋       | 771/2893 [08:20<22:54,  1.54it/s]
overall:  92%|█████████▏| 3665/4000 [40:07<03:36,  1.55it/s]

train:  27%|██▋       | 772/2893 [08:21<22:49,  1.55it/s]
overall:  92%|█████████▏| 3666/4000 [40:08<03:35,  1.55it/s]

train:  27%|██▋       | 773/2893 [08:22<22:47,  1.55it/s]
overall:  92%|█████████▏| 3667/4000 [40:08<03:34,  1.55it/s]

train:  27%|██▋       | 774/2893 [08:22<22:43,  1.55it/s]
overall:  92%|█████████▏| 3668/4000 [40:09<03:33,  1.55it/s]

train:  27%|██▋       | 775/2893 [08:23<22:45,  1.55it/s]
overall:  92%|█████████▏| 3669/4000 [40:10<03:33,  1.55it/s]

train:  27%|██▋       | 776/2893 [08:24<22:46,  1.55it/s]
overall:  92%|█████████▏| 3670/4000 [40:10<03:33,  1.54it/s]

train:  27%|██▋       | 777/2893 [08:24<22:49,  1.54it/s]
overall:  92%|█████████▏| 3671/4000 [40:11<03:33,  1.54it/s]

train:  27%|██▋       | 778/2893 [08:25<22:49,  1.54it/s]
overall:  92%|█████████▏| 3672/4000 [40:12<03:31,  1.55it/s]

train:  27%|██▋       | 779/2893 [08:25<22:44,  1.55it/s]
overall:  92%|█████████▏| 3673/4000 [40:12<03:30,  1.55it/s]

train:  27%|██▋       | 780/2893 [08:26<22:43,  1.55it/s]
overall:  92%|█████████▏| 3674/4000 [40:13<03:31,  1.54it/s]

train:  27%|██▋       | 781/2893 [08:27<22:50,  1.54it/s]
overall:  92%|█████████▏| 3675/4000 [40:14<03:30,  1.54it/s]

train:  27%|██▋       | 782/2893 [08:27<22:48,  1.54it/s]
overall:  92%|█████████▏| 3676/4000 [40:14<03:29,  1.54it/s]

train:  27%|██▋       | 783/2893 [08:28<22:47,  1.54it/s]
overall:  92%|█████████▏| 3677/4000 [40:15<03:28,  1.55it/s]

train:  27%|██▋       | 784/2893 [08:29<22:43,  1.55it/s]
overall:  92%|█████████▏| 3678/4000 [40:15<03:28,  1.55it/s]

train:  27%|██▋       | 785/2893 [08:29<22:42,  1.55it/s]
overall:  92%|█████████▏| 3679/4000 [40:16<03:27,  1.54it/s]

train:  27%|██▋       | 786/2893 [08:30<22:43,  1.54it/s]
overall:  92%|█████████▏| 3680/4000 [40:17<03:27,  1.54it/s]

train:  27%|██▋       | 787/2893 [08:31<22:48,  1.54it/s]
overall:  92%|█████████▏| 3681/4000 [40:17<03:27,  1.54it/s]

train:  27%|██▋       | 788/2893 [08:31<22:48,  1.54it/s]
overall:  92%|█████████▏| 3682/4000 [40:18<03:27,  1.54it/s]

train:  27%|██▋       | 789/2893 [08:32<22:49,  1.54it/s]
overall:  92%|█████████▏| 3683/4000 [40:19<03:26,  1.53it/s]

train:  27%|██▋       | 790/2893 [08:33<22:52,  1.53it/s]
overall:  92%|█████████▏| 3684/4000 [40:19<03:25,  1.54it/s]

train:  27%|██▋       | 791/2893 [08:33<22:45,  1.54it/s]
overall:  92%|█████████▏| 3685/4000 [40:20<03:24,  1.54it/s]

train:  27%|██▋       | 792/2893 [08:34<22:47,  1.54it/s]
overall:  92%|█████████▏| 3686/4000 [40:21<03:24,  1.53it/s]

train:  27%|██▋       | 793/2893 [08:35<22:49,  1.53it/s]
overall:  92%|█████████▏| 3687/4000 [40:21<03:23,  1.54it/s]

train:  27%|██▋       | 794/2893 [08:35<22:47,  1.54it/s]
overall:  92%|█████████▏| 3688/4000 [40:22<03:22,  1.54it/s]

train:  27%|██▋       | 795/2893 [08:36<22:43,  1.54it/s]
overall:  92%|█████████▏| 3689/4000 [40:23<03:21,  1.54it/s]

train:  28%|██▊       | 796/2893 [08:37<22:41,  1.54it/s]
overall:  92%|█████████▏| 3690/4000 [40:23<03:21,  1.54it/s]

train:  28%|██▊       | 797/2893 [08:37<22:41,  1.54it/s]
overall:  92%|█████████▏| 3691/4000 [40:24<03:21,  1.54it/s]

train:  28%|██▊       | 798/2893 [08:38<22:42,  1.54it/s]
overall:  92%|█████████▏| 3692/4000 [40:25<03:20,  1.54it/s]

train:  28%|██▊       | 799/2893 [08:38<22:39,  1.54it/s]
overall:  92%|█████████▏| 3693/4000 [40:25<03:19,  1.54it/s]

train:  28%|██▊       | 800/2893 [08:39<22:40,  1.54it/s]
overall:  92%|█████████▏| 3694/4000 [40:26<03:19,  1.54it/s]

train:  28%|██▊       | 801/2893 [08:40<22:42,  1.54it/s]
overall:  92%|█████████▏| 3695/4000 [40:27<03:18,  1.54it/s]

train:  28%|██▊       | 802/2893 [08:40<22:41,  1.54it/s]
overall:  92%|█████████▏| 3696/4000 [40:27<03:17,  1.54it/s]

train:  28%|██▊       | 803/2893 [08:41<22:38,  1.54it/s]
overall:  92%|█████████▏| 3697/4000 [40:28<03:17,  1.54it/s]

train:  28%|██▊       | 804/2893 [08:42<22:38,  1.54it/s]
overall:  92%|█████████▏| 3698/4000 [40:28<03:17,  1.53it/s]

train:  28%|██▊       | 805/2893 [08:42<22:43,  1.53it/s]
overall:  92%|█████████▏| 3699/4000 [40:29<03:16,  1.53it/s]

train:  28%|██▊       | 806/2893 [08:43<22:39,  1.53it/s]
overall:  92%|█████████▎| 3700/4000 [40:30<03:14,  1.54it/s]

train:  28%|██▊       | 807/2893 [08:44<22:34,  1.54it/s]
overall:  93%|█████████▎| 3701/4000 [40:30<03:13,  1.54it/s]

train:  28%|██▊       | 808/2893 [08:44<22:32,  1.54it/s]
overall:  93%|█████████▎| 3702/4000 [40:31<03:13,  1.54it/s]

train:  28%|██▊       | 809/2893 [08:45<22:30,  1.54it/s]
overall:  93%|█████████▎| 3703/4000 [40:32<03:12,  1.55it/s]

train:  28%|██▊       | 810/2893 [08:46<22:27,  1.55it/s]
overall:  93%|█████████▎| 3704/4000 [40:32<03:11,  1.54it/s]

train:  28%|██▊       | 811/2893 [08:46<22:28,  1.54it/s]
overall:  93%|█████████▎| 3705/4000 [40:33<03:11,  1.54it/s]

train:  28%|██▊       | 812/2893 [08:47<22:29,  1.54it/s]
overall:  93%|█████████▎| 3706/4000 [40:34<03:10,  1.54it/s]

train:  28%|██▊       | 813/2893 [08:48<22:29,  1.54it/s]
overall:  93%|█████████▎| 3707/4000 [40:34<03:10,  1.54it/s]

train:  28%|██▊       | 814/2893 [08:48<22:32,  1.54it/s]
overall:  93%|█████████▎| 3708/4000 [40:35<03:09,  1.54it/s]

train:  28%|██▊       | 815/2893 [08:49<22:28,  1.54it/s]
overall:  93%|█████████▎| 3709/4000 [40:36<03:08,  1.54it/s]

train:  28%|██▊       | 816/2893 [08:49<22:27,  1.54it/s]
overall:  93%|█████████▎| 3710/4000 [40:36<03:09,  1.53it/s]

train:  28%|██▊       | 817/2893 [08:50<22:33,  1.53it/s]
overall:  93%|█████████▎| 3711/4000 [40:37<03:08,  1.53it/s]

train:  28%|██▊       | 818/2893 [08:51<22:33,  1.53it/s]
overall:  93%|█████████▎| 3712/4000 [40:38<03:07,  1.54it/s]

train:  28%|██▊       | 819/2893 [08:51<22:29,  1.54it/s]
overall:  93%|█████████▎| 3713/4000 [40:38<03:06,  1.54it/s]

train:  28%|██▊       | 820/2893 [08:52<22:25,  1.54it/s]
overall:  93%|█████████▎| 3714/4000 [40:39<03:05,  1.54it/s]

train:  28%|██▊       | 821/2893 [08:53<22:26,  1.54it/s]
overall:  93%|█████████▎| 3715/4000 [40:39<03:04,  1.54it/s]

train:  28%|██▊       | 822/2893 [08:53<22:22,  1.54it/s]
overall:  93%|█████████▎| 3716/4000 [40:40<03:04,  1.54it/s]

train:  28%|██▊       | 823/2893 [08:54<22:23,  1.54it/s]
overall:  93%|█████████▎| 3717/4000 [40:41<03:03,  1.54it/s]

train:  28%|██▊       | 824/2893 [08:55<22:24,  1.54it/s]
overall:  93%|█████████▎| 3718/4000 [40:41<03:03,  1.54it/s]

train:  29%|██▊       | 825/2893 [08:55<22:24,  1.54it/s]
overall:  93%|█████████▎| 3719/4000 [40:42<03:02,  1.54it/s]

train:  29%|██▊       | 826/2893 [08:56<22:22,  1.54it/s]
overall:  93%|█████████▎| 3720/4000 [40:43<03:01,  1.54it/s]

train:  29%|██▊       | 827/2893 [08:57<22:19,  1.54it/s]
overall:  93%|█████████▎| 3721/4000 [40:43<03:00,  1.54it/s]

train:  29%|██▊       | 828/2893 [08:57<22:18,  1.54it/s]
overall:  93%|█████████▎| 3722/4000 [40:44<03:01,  1.53it/s]

train:  29%|██▊       | 829/2893 [08:58<22:24,  1.53it/s]
overall:  93%|█████████▎| 3723/4000 [40:45<03:00,  1.54it/s]

train:  29%|██▊       | 830/2893 [08:59<22:21,  1.54it/s]
overall:  93%|█████████▎| 3724/4000 [40:45<02:59,  1.54it/s]

train:  29%|██▊       | 831/2893 [08:59<22:18,  1.54it/s]
overall:  93%|█████████▎| 3725/4000 [40:46<02:58,  1.54it/s]

train:  29%|██▉       | 832/2893 [09:00<22:16,  1.54it/s]
overall:  93%|█████████▎| 3726/4000 [40:47<02:57,  1.54it/s]

train:  29%|██▉       | 833/2893 [09:01<22:14,  1.54it/s]
overall:  93%|█████████▎| 3727/4000 [40:47<02:56,  1.54it/s]

train:  29%|██▉       | 834/2893 [09:01<22:14,  1.54it/s]
overall:  93%|█████████▎| 3728/4000 [40:48<02:56,  1.54it/s]

train:  29%|██▉       | 835/2893 [09:02<22:13,  1.54it/s]
overall:  93%|█████████▎| 3729/4000 [40:49<02:55,  1.54it/s]

train:  29%|██▉       | 836/2893 [09:02<22:13,  1.54it/s]
overall:  93%|█████████▎| 3730/4000 [40:49<02:55,  1.54it/s]

train:  29%|██▉       | 837/2893 [09:03<22:14,  1.54it/s]
overall:  93%|█████████▎| 3731/4000 [40:50<02:54,  1.54it/s]

train:  29%|██▉       | 838/2893 [09:04<22:13,  1.54it/s]
overall:  93%|█████████▎| 3732/4000 [40:51<02:53,  1.54it/s]

train:  29%|██▉       | 839/2893 [09:04<22:10,  1.54it/s]
overall:  93%|█████████▎| 3733/4000 [40:51<02:53,  1.54it/s]

train:  29%|██▉       | 840/2893 [09:05<22:11,  1.54it/s]
overall:  93%|█████████▎| 3734/4000 [40:52<02:52,  1.54it/s]

train:  29%|██▉       | 841/2893 [09:06<22:14,  1.54it/s]
overall:  93%|█████████▎| 3735/4000 [40:52<02:52,  1.53it/s]

train:  29%|██▉       | 842/2893 [09:06<22:17,  1.53it/s]
overall:  93%|█████████▎| 3736/4000 [40:53<02:51,  1.54it/s]

train:  29%|██▉       | 843/2893 [09:07<22:11,  1.54it/s]
overall:  93%|█████████▎| 3737/4000 [40:54<02:50,  1.55it/s]

train:  29%|██▉       | 844/2893 [09:08<22:05,  1.55it/s]
overall:  93%|█████████▎| 3738/4000 [40:54<02:49,  1.55it/s]

train:  29%|██▉       | 845/2893 [09:08<22:04,  1.55it/s]
overall:  93%|█████████▎| 3739/4000 [40:55<02:48,  1.55it/s]

train:  29%|██▉       | 846/2893 [09:09<22:00,  1.55it/s]
overall:  94%|█████████▎| 3740/4000 [40:56<02:48,  1.55it/s]

train:  29%|██▉       | 847/2893 [09:10<22:02,  1.55it/s]
overall:  94%|█████████▎| 3741/4000 [40:56<02:47,  1.54it/s]

train:  29%|██▉       | 848/2893 [09:10<22:04,  1.54it/s]
overall:  94%|█████████▎| 3742/4000 [40:57<02:47,  1.54it/s]

train:  29%|██▉       | 849/2893 [09:11<22:08,  1.54it/s]
overall:  94%|█████████▎| 3743/4000 [40:58<02:46,  1.54it/s]

train:  29%|██▉       | 850/2893 [09:12<22:04,  1.54it/s]
overall:  94%|█████████▎| 3744/4000 [40:58<02:45,  1.54it/s]

train:  29%|██▉       | 851/2893 [09:12<22:01,  1.54it/s]
overall:  94%|█████████▎| 3745/4000 [40:59<02:45,  1.54it/s]

train:  29%|██▉       | 852/2893 [09:13<22:03,  1.54it/s]
overall:  94%|█████████▎| 3746/4000 [41:00<02:45,  1.54it/s]

train:  29%|██▉       | 853/2893 [09:14<22:08,  1.54it/s]
overall:  94%|█████████▎| 3747/4000 [41:00<02:45,  1.53it/s]

train:  30%|██▉       | 854/2893 [09:14<22:10,  1.53it/s]
overall:  94%|█████████▎| 3748/4000 [41:01<02:43,  1.54it/s]

train:  30%|██▉       | 855/2893 [09:15<22:02,  1.54it/s]
overall:  94%|█████████▎| 3749/4000 [41:02<02:42,  1.54it/s]

train:  30%|██▉       | 856/2893 [09:15<21:58,  1.54it/s]
overall:  94%|█████████▍| 3750/4000 [41:02<02:41,  1.54it/s]

train:  30%|██▉       | 857/2893 [09:16<21:58,  1.54it/s]
overall:  94%|█████████▍| 3751/4000 [41:03<02:41,  1.55it/s]

train:  30%|██▉       | 858/2893 [09:17<21:55,  1.55it/s]
overall:  94%|█████████▍| 3752/4000 [41:03<02:40,  1.54it/s]

train:  30%|██▉       | 859/2893 [09:17<21:57,  1.54it/s]
overall:  94%|█████████▍| 3753/4000 [41:04<02:40,  1.54it/s]

train:  30%|██▉       | 860/2893 [09:18<21:57,  1.54it/s]
overall:  94%|█████████▍| 3754/4000 [41:05<02:39,  1.54it/s]

train:  30%|██▉       | 861/2893 [09:19<21:59,  1.54it/s]
overall:  94%|█████████▍| 3755/4000 [41:05<02:38,  1.54it/s]

train:  30%|██▉       | 862/2893 [09:19<21:57,  1.54it/s]
overall:  94%|█████████▍| 3756/4000 [41:06<02:37,  1.54it/s]

train:  30%|██▉       | 863/2893 [09:20<21:54,  1.54it/s]
overall:  94%|█████████▍| 3757/4000 [41:07<02:37,  1.54it/s]

train:  30%|██▉       | 864/2893 [09:21<21:54,  1.54it/s]
overall:  94%|█████████▍| 3758/4000 [41:07<02:38,  1.53it/s]

train:  30%|██▉       | 865/2893 [09:21<22:04,  1.53it/s]
overall:  94%|█████████▍| 3759/4000 [41:08<02:37,  1.53it/s]

train:  30%|██▉       | 866/2893 [09:22<22:02,  1.53it/s]
overall:  94%|█████████▍| 3760/4000 [41:09<02:36,  1.54it/s]

train:  30%|██▉       | 867/2893 [09:23<21:58,  1.54it/s]
overall:  94%|█████████▍| 3761/4000 [41:09<02:35,  1.54it/s]

train:  30%|███       | 868/2893 [09:23<21:56,  1.54it/s]
overall:  94%|█████████▍| 3762/4000 [41:10<02:34,  1.54it/s]

train:  30%|███       | 869/2893 [09:24<21:53,  1.54it/s]
overall:  94%|█████████▍| 3763/4000 [41:11<02:33,  1.54it/s]

train:  30%|███       | 870/2893 [09:25<21:50,  1.54it/s]
overall:  94%|█████████▍| 3764/4000 [41:11<02:32,  1.54it/s]

train:  30%|███       | 871/2893 [09:25<21:49,  1.54it/s]
overall:  94%|█████████▍| 3765/4000 [41:12<02:32,  1.54it/s]

train:  30%|███       | 872/2893 [09:26<21:49,  1.54it/s]
overall:  94%|█████████▍| 3766/4000 [41:13<02:32,  1.54it/s]

train:  30%|███       | 873/2893 [09:26<21:53,  1.54it/s]
overall:  94%|█████████▍| 3767/4000 [41:13<02:31,  1.54it/s]

train:  30%|███       | 874/2893 [09:27<21:52,  1.54it/s]
overall:  94%|█████████▍| 3768/4000 [41:14<02:30,  1.54it/s]

train:  30%|███       | 875/2893 [09:28<21:47,  1.54it/s]
overall:  94%|█████████▍| 3769/4000 [41:15<02:29,  1.54it/s]

train:  30%|███       | 876/2893 [09:28<21:47,  1.54it/s]
overall:  94%|█████████▍| 3770/4000 [41:15<02:30,  1.53it/s]

train:  30%|███       | 877/2893 [09:29<21:55,  1.53it/s]
overall:  94%|█████████▍| 3771/4000 [41:16<02:29,  1.53it/s]

train:  30%|███       | 878/2893 [09:30<21:53,  1.53it/s]
overall:  94%|█████████▍| 3772/4000 [41:16<02:28,  1.54it/s]

train:  30%|███       | 879/2893 [09:30<21:50,  1.54it/s]
overall:  94%|█████████▍| 3773/4000 [41:17<02:27,  1.54it/s]

train:  30%|███       | 880/2893 [09:31<21:46,  1.54it/s]
overall:  94%|█████████▍| 3774/4000 [41:18<02:26,  1.54it/s]

train:  30%|███       | 881/2893 [09:32<21:45,  1.54it/s]
overall:  94%|█████████▍| 3775/4000 [41:18<02:25,  1.54it/s]

train:  30%|███       | 882/2893 [09:32<21:42,  1.54it/s]
overall:  94%|█████████▍| 3776/4000 [41:19<02:25,  1.54it/s]

train:  31%|███       | 883/2893 [09:33<21:44,  1.54it/s]
overall:  94%|█████████▍| 3777/4000 [41:20<02:24,  1.54it/s]

train:  31%|███       | 884/2893 [09:34<21:46,  1.54it/s]
overall:  94%|█████████▍| 3778/4000 [41:20<02:24,  1.54it/s]

train:  31%|███       | 885/2893 [09:34<21:46,  1.54it/s]
overall:  94%|█████████▍| 3779/4000 [41:21<02:23,  1.54it/s]

train:  31%|███       | 886/2893 [09:35<21:45,  1.54it/s]
overall:  94%|█████████▍| 3780/4000 [41:22<02:23,  1.54it/s]

train:  31%|███       | 887/2893 [09:36<21:45,  1.54it/s]
overall:  95%|█████████▍| 3781/4000 [41:22<02:22,  1.54it/s]

train:  31%|███       | 888/2893 [09:36<21:42,  1.54it/s]
overall:  95%|█████████▍| 3782/4000 [41:23<02:22,  1.53it/s]

train:  31%|███       | 889/2893 [09:37<21:50,  1.53it/s]
overall:  95%|█████████▍| 3783/4000 [41:24<02:21,  1.53it/s]

train:  31%|███       | 890/2893 [09:38<21:46,  1.53it/s]
overall:  95%|█████████▍| 3784/4000 [41:24<02:20,  1.54it/s]

train:  31%|███       | 891/2893 [09:38<21:40,  1.54it/s]
overall:  95%|█████████▍| 3785/4000 [41:25<02:19,  1.54it/s]

train:  31%|███       | 892/2893 [09:39<21:38,  1.54it/s]
overall:  95%|█████████▍| 3786/4000 [41:26<02:18,  1.54it/s]

train:  31%|███       | 893/2893 [09:39<21:36,  1.54it/s]
overall:  95%|█████████▍| 3787/4000 [41:26<02:17,  1.54it/s]

train:  31%|███       | 894/2893 [09:40<21:33,  1.54it/s]
overall:  95%|█████████▍| 3788/4000 [41:27<02:17,  1.54it/s]

train:  31%|███       | 895/2893 [09:41<21:35,  1.54it/s]
overall:  95%|█████████▍| 3789/4000 [41:28<02:16,  1.54it/s]

train:  31%|███       | 896/2893 [09:41<21:34,  1.54it/s]
overall:  95%|█████████▍| 3790/4000 [41:28<02:16,  1.54it/s]

train:  31%|███       | 897/2893 [09:42<21:37,  1.54it/s]
overall:  95%|█████████▍| 3791/4000 [41:29<02:15,  1.54it/s]

train:  31%|███       | 898/2893 [09:43<21:36,  1.54it/s]
overall:  95%|█████████▍| 3792/4000 [41:29<02:14,  1.54it/s]

train:  31%|███       | 899/2893 [09:43<21:33,  1.54it/s]
overall:  95%|█████████▍| 3793/4000 [41:30<02:14,  1.54it/s]

train:  31%|███       | 900/2893 [09:44<21:31,  1.54it/s]
overall:  95%|█████████▍| 3794/4000 [41:31<02:14,  1.53it/s]

train:  31%|███       | 901/2893 [09:45<21:41,  1.53it/s]
overall:  95%|█████████▍| 3795/4000 [41:31<02:13,  1.53it/s]

train:  31%|███       | 902/2893 [09:45<21:37,  1.53it/s]
overall:  95%|█████████▍| 3796/4000 [41:32<02:12,  1.54it/s]

train:  31%|███       | 903/2893 [09:46<21:34,  1.54it/s]
overall:  95%|█████████▍| 3797/4000 [41:33<02:11,  1.54it/s]

train:  31%|███       | 904/2893 [09:47<21:31,  1.54it/s]
overall:  95%|█████████▍| 3798/4000 [41:33<02:11,  1.54it/s]

train:  31%|███▏      | 905/2893 [09:47<21:30,  1.54it/s]
overall:  95%|█████████▍| 3799/4000 [41:34<02:10,  1.54it/s]

train:  31%|███▏      | 906/2893 [09:48<21:26,  1.54it/s]
overall:  95%|█████████▌| 3800/4000 [41:35<02:09,  1.54it/s]

train:  31%|███▏      | 907/2893 [09:49<21:27,  1.54it/s]
overall:  95%|█████████▌| 3801/4000 [41:35<02:09,  1.54it/s]

train:  31%|███▏      | 908/2893 [09:49<21:27,  1.54it/s]
overall:  95%|█████████▌| 3802/4000 [41:36<02:08,  1.54it/s]

train:  31%|███▏      | 909/2893 [09:50<21:29,  1.54it/s]
overall:  95%|█████████▌| 3803/4000 [41:37<02:07,  1.54it/s]

train:  31%|███▏      | 910/2893 [09:51<21:26,  1.54it/s]
overall:  95%|█████████▌| 3804/4000 [41:37<02:06,  1.54it/s]

train:  31%|███▏      | 911/2893 [09:51<21:24,  1.54it/s]
overall:  95%|█████████▌| 3805/4000 [41:38<02:06,  1.54it/s]

train:  32%|███▏      | 912/2893 [09:52<21:24,  1.54it/s]
overall:  95%|█████████▌| 3806/4000 [41:39<02:06,  1.54it/s]

train:  32%|███▏      | 913/2893 [09:52<21:29,  1.54it/s]
overall:  95%|█████████▌| 3807/4000 [41:39<02:05,  1.53it/s]

train:  32%|███▏      | 914/2893 [09:53<21:31,  1.53it/s]
overall:  95%|█████████▌| 3808/4000 [41:40<02:04,  1.54it/s]

train:  32%|███▏      | 915/2893 [09:54<21:25,  1.54it/s]
overall:  95%|█████████▌| 3809/4000 [41:41<02:03,  1.54it/s]

train:  32%|███▏      | 916/2893 [09:54<21:22,  1.54it/s]
overall:  95%|█████████▌| 3810/4000 [41:41<02:03,  1.54it/s]

train:  32%|███▏      | 917/2893 [09:55<21:23,  1.54it/s]
overall:  95%|█████████▌| 3811/4000 [41:42<02:02,  1.54it/s]

train:  32%|███▏      | 918/2893 [09:56<21:22,  1.54it/s]
overall:  95%|█████████▌| 3812/4000 [41:42<02:02,  1.54it/s]

train:  32%|███▏      | 919/2893 [09:56<21:22,  1.54it/s]
overall:  95%|█████████▌| 3813/4000 [41:43<02:01,  1.54it/s]

train:  32%|███▏      | 920/2893 [09:57<21:22,  1.54it/s]
overall:  95%|█████████▌| 3814/4000 [41:44<02:01,  1.53it/s]

train:  32%|███▏      | 921/2893 [09:58<21:25,  1.53it/s]
overall:  95%|█████████▌| 3815/4000 [41:44<02:00,  1.54it/s]

train:  32%|███▏      | 922/2893 [09:58<21:22,  1.54it/s]
overall:  95%|█████████▌| 3816/4000 [41:45<01:59,  1.54it/s]

train:  32%|███▏      | 923/2893 [09:59<21:21,  1.54it/s]
overall:  95%|█████████▌| 3817/4000 [41:46<01:58,  1.54it/s]

train:  32%|███▏      | 924/2893 [10:00<21:16,  1.54it/s]
overall:  95%|█████████▌| 3818/4000 [41:46<01:58,  1.53it/s]

train:  32%|███▏      | 925/2893 [10:00<21:25,  1.53it/s]
overall:  95%|█████████▌| 3819/4000 [41:47<01:58,  1.53it/s]

train:  32%|███▏      | 926/2893 [10:01<21:26,  1.53it/s]
overall:  96%|█████████▌| 3820/4000 [41:48<01:57,  1.54it/s]

train:  32%|███▏      | 927/2893 [10:02<21:20,  1.54it/s]
overall:  96%|█████████▌| 3821/4000 [41:48<01:56,  1.53it/s]

train:  32%|███▏      | 928/2893 [10:02<21:22,  1.53it/s]
overall:  96%|█████████▌| 3822/4000 [41:49<01:55,  1.54it/s]

train:  32%|███▏      | 929/2893 [10:03<21:18,  1.54it/s]
overall:  96%|█████████▌| 3823/4000 [41:50<01:54,  1.54it/s]

train:  32%|███▏      | 930/2893 [10:04<21:12,  1.54it/s]
overall:  96%|█████████▌| 3824/4000 [41:50<01:54,  1.54it/s]

train:  32%|███▏      | 931/2893 [10:04<21:11,  1.54it/s]
overall:  96%|█████████▌| 3825/4000 [41:51<01:53,  1.54it/s]

train:  32%|███▏      | 932/2893 [10:05<21:10,  1.54it/s]
overall:  96%|█████████▌| 3826/4000 [41:52<01:52,  1.54it/s]

train:  32%|███▏      | 933/2893 [10:05<21:11,  1.54it/s]
overall:  96%|█████████▌| 3827/4000 [41:52<01:52,  1.54it/s]

train:  32%|███▏      | 934/2893 [10:06<21:13,  1.54it/s]
overall:  96%|█████████▌| 3828/4000 [41:53<01:51,  1.54it/s]

train:  32%|███▏      | 935/2893 [10:07<21:11,  1.54it/s]
overall:  96%|█████████▌| 3829/4000 [41:54<01:50,  1.54it/s]

train:  32%|███▏      | 936/2893 [10:07<21:09,  1.54it/s]
overall:  96%|█████████▌| 3830/4000 [41:54<01:50,  1.53it/s]

train:  32%|███▏      | 937/2893 [10:08<21:15,  1.53it/s]
overall:  96%|█████████▌| 3831/4000 [41:55<01:50,  1.54it/s]

train:  32%|███▏      | 938/2893 [10:09<21:13,  1.54it/s]
overall:  96%|█████████▌| 3832/4000 [41:55<01:48,  1.54it/s]

train:  32%|███▏      | 939/2893 [10:09<21:07,  1.54it/s]
overall:  96%|█████████▌| 3833/4000 [41:56<01:48,  1.55it/s]

train:  32%|███▏      | 940/2893 [10:10<21:03,  1.55it/s]
overall:  96%|█████████▌| 3834/4000 [41:57<01:47,  1.55it/s]

train:  33%|███▎      | 941/2893 [10:11<20:59,  1.55it/s]
overall:  96%|█████████▌| 3835/4000 [41:57<01:46,  1.55it/s]

train:  33%|███▎      | 942/2893 [10:11<20:57,  1.55it/s]
overall:  96%|█████████▌| 3836/4000 [41:58<01:45,  1.55it/s]

train:  33%|███▎      | 943/2893 [10:12<20:58,  1.55it/s]
overall:  96%|█████████▌| 3837/4000 [41:59<01:45,  1.55it/s]

train:  33%|███▎      | 944/2893 [10:13<20:59,  1.55it/s]
overall:  96%|█████████▌| 3838/4000 [41:59<01:45,  1.54it/s]

train:  33%|███▎      | 945/2893 [10:13<21:03,  1.54it/s]
overall:  96%|█████████▌| 3839/4000 [42:00<01:44,  1.54it/s]

train:  33%|███▎      | 946/2893 [10:14<21:02,  1.54it/s]
overall:  96%|█████████▌| 3840/4000 [42:01<01:43,  1.54it/s]

train:  33%|███▎      | 947/2893 [10:15<21:01,  1.54it/s]
overall:  96%|█████████▌| 3841/4000 [42:01<01:42,  1.54it/s]

train:  33%|███▎      | 948/2893 [10:15<20:59,  1.54it/s]
overall:  96%|█████████▌| 3842/4000 [42:02<01:42,  1.54it/s]

train:  33%|███▎      | 949/2893 [10:16<21:05,  1.54it/s]
overall:  96%|█████████▌| 3843/4000 [42:03<01:42,  1.54it/s]

train:  33%|███▎      | 950/2893 [10:17<21:02,  1.54it/s]
overall:  96%|█████████▌| 3844/4000 [42:03<01:41,  1.54it/s]

train:  33%|███▎      | 951/2893 [10:17<20:59,  1.54it/s]
overall:  96%|█████████▌| 3845/4000 [42:04<01:40,  1.54it/s]

train:  33%|███▎      | 952/2893 [10:18<20:56,  1.54it/s]
overall:  96%|█████████▌| 3846/4000 [42:05<01:39,  1.55it/s]

train:  33%|███▎      | 953/2893 [10:18<20:54,  1.55it/s]
overall:  96%|█████████▌| 3847/4000 [42:05<01:38,  1.55it/s]

train:  33%|███▎      | 954/2893 [10:19<20:50,  1.55it/s]
overall:  96%|█████████▌| 3848/4000 [42:06<01:38,  1.55it/s]

train:  33%|███▎      | 955/2893 [10:20<20:51,  1.55it/s]
overall:  96%|█████████▌| 3849/4000 [42:06<01:37,  1.55it/s]

train:  33%|███▎      | 956/2893 [10:20<20:52,  1.55it/s]
overall:  96%|█████████▋| 3850/4000 [42:07<01:37,  1.54it/s]

train:  33%|███▎      | 957/2893 [10:21<20:54,  1.54it/s]
overall:  96%|█████████▋| 3851/4000 [42:08<01:36,  1.54it/s]

train:  33%|███▎      | 958/2893 [10:22<20:55,  1.54it/s]
overall:  96%|█████████▋| 3852/4000 [42:08<01:35,  1.55it/s]

train:  33%|███▎      | 959/2893 [10:22<20:51,  1.55it/s]
overall:  96%|█████████▋| 3853/4000 [42:09<01:35,  1.55it/s]

train:  33%|███▎      | 960/2893 [10:23<20:49,  1.55it/s]
overall:  96%|█████████▋| 3854/4000 [42:10<01:34,  1.54it/s]

train:  33%|███▎      | 961/2893 [10:24<20:55,  1.54it/s]
overall:  96%|█████████▋| 3855/4000 [42:10<01:34,  1.54it/s]

train:  33%|███▎      | 962/2893 [10:24<20:53,  1.54it/s]
overall:  96%|█████████▋| 3856/4000 [42:11<01:33,  1.54it/s]

train:  33%|███▎      | 963/2893 [10:25<20:51,  1.54it/s]
overall:  96%|█████████▋| 3857/4000 [42:12<01:32,  1.55it/s]

train:  33%|███▎      | 964/2893 [10:26<20:47,  1.55it/s]
overall:  96%|█████████▋| 3858/4000 [42:12<01:31,  1.54it/s]

train:  33%|███▎      | 965/2893 [10:26<20:47,  1.54it/s]
overall:  96%|█████████▋| 3859/4000 [42:13<01:31,  1.55it/s]

train:  33%|███▎      | 966/2893 [10:27<20:44,  1.55it/s]
overall:  96%|█████████▋| 3860/4000 [42:14<01:30,  1.55it/s]

train:  33%|███▎      | 967/2893 [10:27<20:42,  1.55it/s]
overall:  97%|█████████▋| 3861/4000 [42:14<01:29,  1.55it/s]

train:  33%|███▎      | 968/2893 [10:28<20:44,  1.55it/s]
overall:  97%|█████████▋| 3862/4000 [42:15<01:29,  1.54it/s]

train:  33%|███▎      | 969/2893 [10:29<20:45,  1.54it/s]
overall:  97%|█████████▋| 3863/4000 [42:16<01:28,  1.54it/s]

train:  34%|███▎      | 970/2893 [10:29<20:45,  1.54it/s]
overall:  97%|█████████▋| 3864/4000 [42:16<01:28,  1.54it/s]

train:  34%|███▎      | 971/2893 [10:30<20:46,  1.54it/s]
overall:  97%|█████████▋| 3865/4000 [42:17<01:27,  1.55it/s]

train:  34%|███▎      | 972/2893 [10:31<20:40,  1.55it/s]
overall:  97%|█████████▋| 3866/4000 [42:17<01:27,  1.54it/s]

train:  34%|███▎      | 973/2893 [10:31<20:50,  1.54it/s]
overall:  97%|█████████▋| 3867/4000 [42:18<01:26,  1.54it/s]

train:  34%|███▎      | 974/2893 [10:32<20:43,  1.54it/s]
overall:  97%|█████████▋| 3868/4000 [42:19<01:25,  1.55it/s]

train:  34%|███▎      | 975/2893 [10:33<20:39,  1.55it/s]
overall:  97%|█████████▋| 3869/4000 [42:19<01:24,  1.55it/s]

train:  34%|███▎      | 976/2893 [10:33<20:39,  1.55it/s]
overall:  97%|█████████▋| 3870/4000 [42:20<01:23,  1.55it/s]

train:  34%|███▍      | 977/2893 [10:34<20:35,  1.55it/s]
overall:  97%|█████████▋| 3871/4000 [42:21<01:23,  1.55it/s]

train:  34%|███▍      | 978/2893 [10:35<20:34,  1.55it/s]
overall:  97%|█████████▋| 3872/4000 [42:21<01:22,  1.55it/s]

train:  34%|███▍      | 979/2893 [10:35<20:36,  1.55it/s]
overall:  97%|█████████▋| 3873/4000 [42:22<01:22,  1.54it/s]

train:  34%|███▍      | 980/2893 [10:36<20:38,  1.54it/s]
overall:  97%|█████████▋| 3874/4000 [42:23<01:21,  1.54it/s]

train:  34%|███▍      | 981/2893 [10:37<20:38,  1.54it/s]
overall:  97%|█████████▋| 3875/4000 [42:23<01:20,  1.54it/s]

train:  34%|███▍      | 982/2893 [10:37<20:37,  1.54it/s]
overall:  97%|█████████▋| 3876/4000 [42:24<01:20,  1.55it/s]

train:  34%|███▍      | 983/2893 [10:38<20:35,  1.55it/s]
overall:  97%|█████████▋| 3877/4000 [42:25<01:19,  1.55it/s]

train:  34%|███▍      | 984/2893 [10:38<20:34,  1.55it/s]
overall:  97%|█████████▋| 3878/4000 [42:25<01:19,  1.53it/s]

train:  34%|███▍      | 985/2893 [10:39<20:43,  1.53it/s]
overall:  97%|█████████▋| 3879/4000 [42:26<01:18,  1.54it/s]

train:  34%|███▍      | 986/2893 [10:40<20:40,  1.54it/s]
overall:  97%|█████████▋| 3880/4000 [42:27<01:17,  1.54it/s]

train:  34%|███▍      | 987/2893 [10:40<20:35,  1.54it/s]
overall:  97%|█████████▋| 3881/4000 [42:27<01:17,  1.54it/s]

train:  34%|███▍      | 988/2893 [10:41<20:33,  1.54it/s]
overall:  97%|█████████▋| 3882/4000 [42:28<01:16,  1.54it/s]

train:  34%|███▍      | 989/2893 [10:42<20:34,  1.54it/s]
overall:  97%|█████████▋| 3883/4000 [42:28<01:15,  1.55it/s]

train:  34%|███▍      | 990/2893 [10:42<20:29,  1.55it/s]
overall:  97%|█████████▋| 3884/4000 [42:29<01:14,  1.55it/s]

train:  34%|███▍      | 991/2893 [10:43<20:28,  1.55it/s]
overall:  97%|█████████▋| 3885/4000 [42:30<01:14,  1.55it/s]

train:  34%|███▍      | 992/2893 [10:44<20:29,  1.55it/s]
overall:  97%|█████████▋| 3886/4000 [42:30<01:13,  1.54it/s]

train:  34%|███▍      | 993/2893 [10:44<20:30,  1.54it/s]
overall:  97%|█████████▋| 3887/4000 [42:31<01:13,  1.55it/s]

train:  34%|███▍      | 994/2893 [10:45<20:28,  1.55it/s]
overall:  97%|█████████▋| 3888/4000 [42:32<01:12,  1.54it/s]

train:  34%|███▍      | 995/2893 [10:46<20:28,  1.54it/s]
overall:  97%|█████████▋| 3889/4000 [42:32<01:11,  1.55it/s]

train:  34%|███▍      | 996/2893 [10:46<20:25,  1.55it/s]
overall:  97%|█████████▋| 3890/4000 [42:33<01:11,  1.54it/s]

train:  34%|███▍      | 997/2893 [10:47<20:31,  1.54it/s]
overall:  97%|█████████▋| 3891/4000 [42:34<01:10,  1.54it/s]

train:  34%|███▍      | 998/2893 [10:48<20:30,  1.54it/s]
overall:  97%|█████████▋| 3892/4000 [42:34<01:10,  1.54it/s]

train:  35%|███▍      | 999/2893 [10:48<20:29,  1.54it/s]
overall:  97%|█████████▋| 3893/4000 [42:35<01:09,  1.55it/s]

train:  35%|███▍      | 1000/2893 [10:49<20:23,  1.55it/s]
overall:  97%|█████████▋| 3894/4000 [42:36<01:08,  1.55it/s]

train:  35%|███▍      | 1001/2893 [10:50<20:19,  1.55it/s]
overall:  97%|█████████▋| 3895/4000 [42:36<01:07,  1.55it/s]

train:  35%|███▍      | 1002/2893 [10:50<20:17,  1.55it/s]
overall:  97%|█████████▋| 3896/4000 [42:37<01:07,  1.55it/s]

train:  35%|███▍      | 1003/2893 [10:51<20:19,  1.55it/s]
overall:  97%|█████████▋| 3897/4000 [42:38<01:06,  1.55it/s]

train:  35%|███▍      | 1004/2893 [10:51<20:20,  1.55it/s]
overall:  97%|█████████▋| 3898/4000 [42:38<01:05,  1.55it/s]

train:  35%|███▍      | 1005/2893 [10:52<20:21,  1.55it/s]
overall:  97%|█████████▋| 3899/4000 [42:39<01:05,  1.55it/s]

train:  35%|███▍      | 1006/2893 [10:53<20:21,  1.55it/s]
overall:  98%|█████████▊| 3900/4000 [42:39<01:04,  1.55it/s]

train:  35%|███▍      | 1007/2893 [10:53<20:19,  1.55it/s]
overall:  98%|█████████▊| 3901/4000 [42:40<01:04,  1.54it/s]

train:  35%|███▍      | 1008/2893 [10:54<20:21,  1.54it/s]
overall:  98%|█████████▊| 3902/4000 [42:41<01:03,  1.54it/s]

train:  35%|███▍      | 1009/2893 [10:55<20:25,  1.54it/s]
overall:  98%|█████████▊| 3903/4000 [42:41<01:03,  1.54it/s]

train:  35%|███▍      | 1010/2893 [10:55<20:25,  1.54it/s]
overall:  98%|█████████▊| 3904/4000 [42:42<01:02,  1.54it/s]

train:  35%|███▍      | 1011/2893 [10:56<20:20,  1.54it/s]
overall:  98%|█████████▊| 3905/4000 [42:43<01:01,  1.55it/s]

train:  35%|███▍      | 1012/2893 [10:57<20:17,  1.55it/s]
overall:  98%|█████████▊| 3906/4000 [42:43<01:00,  1.55it/s]

train:  35%|███▌      | 1013/2893 [10:57<20:15,  1.55it/s]
overall:  98%|█████████▊| 3907/4000 [42:44<01:00,  1.55it/s]

train:  35%|███▌      | 1014/2893 [10:58<20:12,  1.55it/s]
overall:  98%|█████████▊| 3908/4000 [42:45<00:59,  1.55it/s]

train:  35%|███▌      | 1015/2893 [10:59<20:10,  1.55it/s]
overall:  98%|█████████▊| 3909/4000 [42:45<00:58,  1.55it/s]

train:  35%|███▌      | 1016/2893 [10:59<20:14,  1.55it/s]
overall:  98%|█████████▊| 3910/4000 [42:46<00:58,  1.54it/s]

train:  35%|███▌      | 1017/2893 [11:00<20:16,  1.54it/s]
overall:  98%|█████████▊| 3911/4000 [42:47<00:57,  1.54it/s]

train:  35%|███▌      | 1018/2893 [11:01<20:19,  1.54it/s]
overall:  98%|█████████▊| 3912/4000 [42:47<00:57,  1.54it/s]

train:  35%|███▌      | 1019/2893 [11:01<20:14,  1.54it/s]
overall:  98%|█████████▊| 3913/4000 [42:48<00:56,  1.54it/s]

train:  35%|███▌      | 1020/2893 [11:02<20:13,  1.54it/s]
overall:  98%|█████████▊| 3914/4000 [42:49<00:59,  1.45it/s]

train:  35%|███▌      | 1021/2893 [11:03<21:26,  1.45it/s]
overall:  98%|█████████▊| 3915/4000 [42:49<00:57,  1.48it/s]

train:  35%|███▌      | 1022/2893 [11:03<21:07,  1.48it/s]
overall:  98%|█████████▊| 3916/4000 [42:50<00:55,  1.50it/s]

train:  35%|███▌      | 1023/2893 [11:04<20:45,  1.50it/s]
overall:  98%|█████████▊| 3917/4000 [42:51<00:54,  1.52it/s]

train:  35%|███▌      | 1024/2893 [11:05<20:33,  1.52it/s]
overall:  98%|█████████▊| 3918/4000 [42:51<00:53,  1.53it/s]

train:  35%|███▌      | 1025/2893 [11:05<20:23,  1.53it/s]
overall:  98%|█████████▊| 3919/4000 [42:52<00:52,  1.53it/s]

train:  35%|███▌      | 1026/2893 [11:06<20:17,  1.53it/s]
overall:  98%|█████████▊| 3920/4000 [42:53<00:51,  1.54it/s]

train:  35%|███▌      | 1027/2893 [11:06<20:11,  1.54it/s]
overall:  98%|█████████▊| 3921/4000 [42:53<00:51,  1.54it/s]

train:  36%|███▌      | 1028/2893 [11:07<20:14,  1.54it/s]
overall:  98%|█████████▊| 3922/4000 [42:54<00:50,  1.54it/s]

train:  36%|███▌      | 1029/2893 [11:08<20:11,  1.54it/s]
overall:  98%|█████████▊| 3923/4000 [42:55<00:50,  1.54it/s]

train:  36%|███▌      | 1030/2893 [11:08<20:11,  1.54it/s]
overall:  98%|█████████▊| 3924/4000 [42:55<00:49,  1.54it/s]

train:  36%|███▌      | 1031/2893 [11:09<20:07,  1.54it/s]
overall:  98%|█████████▊| 3925/4000 [42:56<00:48,  1.54it/s]

train:  36%|███▌      | 1032/2893 [11:10<20:04,  1.54it/s]
overall:  98%|█████████▊| 3926/4000 [42:56<00:48,  1.54it/s]

train:  36%|███▌      | 1033/2893 [11:10<20:11,  1.54it/s]
overall:  98%|█████████▊| 3927/4000 [42:57<00:47,  1.54it/s]

train:  36%|███▌      | 1034/2893 [11:11<20:10,  1.54it/s]
overall:  98%|█████████▊| 3928/4000 [42:58<00:46,  1.54it/s]

train:  36%|███▌      | 1035/2893 [11:12<20:06,  1.54it/s]
overall:  98%|█████████▊| 3929/4000 [42:58<00:45,  1.55it/s]

train:  36%|███▌      | 1036/2893 [11:12<20:00,  1.55it/s]
overall:  98%|█████████▊| 3930/4000 [42:59<00:45,  1.55it/s]

train:  36%|███▌      | 1037/2893 [11:13<20:00,  1.55it/s]
overall:  98%|█████████▊| 3931/4000 [43:00<00:44,  1.54it/s]

train:  36%|███▌      | 1038/2893 [11:14<20:01,  1.54it/s]
overall:  98%|█████████▊| 3932/4000 [43:00<00:43,  1.55it/s]

train:  36%|███▌      | 1039/2893 [11:14<19:59,  1.55it/s]
overall:  98%|█████████▊| 3933/4000 [43:01<00:43,  1.54it/s]

train:  36%|███▌      | 1040/2893 [11:15<19:59,  1.54it/s]
overall:  98%|█████████▊| 3934/4000 [43:02<00:42,  1.54it/s]

train:  36%|███▌      | 1041/2893 [11:16<19:59,  1.54it/s]
overall:  98%|█████████▊| 3935/4000 [43:02<00:42,  1.54it/s]

train:  36%|███▌      | 1042/2893 [11:16<20:00,  1.54it/s]
overall:  98%|█████████▊| 3936/4000 [43:03<00:41,  1.54it/s]

train:  36%|███▌      | 1043/2893 [11:17<19:59,  1.54it/s]
overall:  98%|█████████▊| 3937/4000 [43:04<00:40,  1.55it/s]

train:  36%|███▌      | 1044/2893 [11:17<19:55,  1.55it/s]
overall:  98%|█████████▊| 3938/4000 [43:04<00:40,  1.54it/s]

train:  36%|███▌      | 1045/2893 [11:18<20:00,  1.54it/s]
overall:  98%|█████████▊| 3939/4000 [43:05<00:39,  1.54it/s]

train:  36%|███▌      | 1046/2893 [11:19<20:02,  1.54it/s]
overall:  98%|█████████▊| 3940/4000 [43:06<00:38,  1.54it/s]

train:  36%|███▌      | 1047/2893 [11:19<19:59,  1.54it/s]
overall:  99%|█████████▊| 3941/4000 [43:06<00:38,  1.54it/s]

train:  36%|███▌      | 1048/2893 [11:20<19:54,  1.54it/s]
overall:  99%|█████████▊| 3942/4000 [43:07<00:37,  1.55it/s]

train:  36%|███▋      | 1049/2893 [11:21<19:50,  1.55it/s]
overall:  99%|█████████▊| 3943/4000 [43:07<00:36,  1.55it/s]

train:  36%|███▋      | 1050/2893 [11:21<19:47,  1.55it/s]
overall:  99%|█████████▊| 3944/4000 [43:08<00:36,  1.55it/s]

train:  36%|███▋      | 1051/2893 [11:22<19:48,  1.55it/s]
overall:  99%|█████████▊| 3945/4000 [43:09<00:35,  1.55it/s]

train:  36%|███▋      | 1052/2893 [11:23<19:48,  1.55it/s]
overall:  99%|█████████▊| 3946/4000 [43:09<00:34,  1.55it/s]

train:  36%|███▋      | 1053/2893 [11:23<19:50,  1.55it/s]
overall:  99%|█████████▊| 3947/4000 [43:10<00:34,  1.54it/s]

train:  36%|███▋      | 1054/2893 [11:24<19:50,  1.54it/s]
overall:  99%|█████████▊| 3948/4000 [43:11<00:33,  1.55it/s]

train:  36%|███▋      | 1055/2893 [11:25<19:46,  1.55it/s]
overall:  99%|█████████▊| 3949/4000 [43:11<00:32,  1.55it/s]

train:  37%|███▋      | 1056/2893 [11:25<19:45,  1.55it/s]
overall:  99%|█████████▉| 3950/4000 [43:12<00:32,  1.54it/s]

train:  37%|███▋      | 1057/2893 [11:26<19:52,  1.54it/s]
overall:  99%|█████████▉| 3951/4000 [43:13<00:31,  1.54it/s]

train:  37%|███▋      | 1058/2893 [11:27<19:52,  1.54it/s]
overall:  99%|█████████▉| 3952/4000 [43:13<00:31,  1.54it/s]

train:  37%|███▋      | 1059/2893 [11:27<19:48,  1.54it/s]
overall:  99%|█████████▉| 3953/4000 [43:14<00:30,  1.55it/s]

train:  37%|███▋      | 1060/2893 [11:28<19:45,  1.55it/s]
overall:  99%|█████████▉| 3954/4000 [43:15<00:29,  1.55it/s]

train:  37%|███▋      | 1061/2893 [11:28<19:39,  1.55it/s]
overall:  99%|█████████▉| 3955/4000 [43:15<00:28,  1.55it/s]

train:  37%|███▋      | 1062/2893 [11:29<19:37,  1.55it/s]
overall:  99%|█████████▉| 3956/4000 [43:16<00:28,  1.55it/s]

train:  37%|███▋      | 1063/2893 [11:30<19:37,  1.55it/s]
overall:  99%|█████████▉| 3957/4000 [43:17<00:27,  1.55it/s]

train:  37%|███▋      | 1064/2893 [11:30<19:39,  1.55it/s]
overall:  99%|█████████▉| 3958/4000 [43:17<00:27,  1.55it/s]

train:  37%|███▋      | 1065/2893 [11:31<19:39,  1.55it/s]
overall:  99%|█████████▉| 3959/4000 [43:18<00:26,  1.55it/s]

train:  37%|███▋      | 1066/2893 [11:32<19:40,  1.55it/s]
overall:  99%|█████████▉| 3960/4000 [43:18<00:25,  1.55it/s]

train:  37%|███▋      | 1067/2893 [11:32<19:41,  1.55it/s]
overall:  99%|█████████▉| 3961/4000 [43:19<00:25,  1.55it/s]

train:  37%|███▋      | 1068/2893 [11:33<19:40,  1.55it/s]
overall:  99%|█████████▉| 3962/4000 [43:20<00:24,  1.54it/s]

train:  37%|███▋      | 1069/2893 [11:34<19:46,  1.54it/s]
overall:  99%|█████████▉| 3963/4000 [43:20<00:24,  1.54it/s]

train:  37%|███▋      | 1070/2893 [11:34<19:44,  1.54it/s]
overall:  99%|█████████▉| 3964/4000 [43:21<00:23,  1.54it/s]

train:  37%|███▋      | 1071/2893 [11:35<19:40,  1.54it/s]
overall:  99%|█████████▉| 3965/4000 [43:22<00:22,  1.55it/s]

train:  37%|███▋      | 1072/2893 [11:36<19:36,  1.55it/s]
overall:  99%|█████████▉| 3966/4000 [43:22<00:21,  1.55it/s]

train:  37%|███▋      | 1073/2893 [11:36<19:33,  1.55it/s]
overall:  99%|█████████▉| 3967/4000 [43:23<00:21,  1.55it/s]

train:  37%|███▋      | 1074/2893 [11:37<19:31,  1.55it/s]
overall:  99%|█████████▉| 3968/4000 [43:24<00:20,  1.55it/s]

train:  37%|███▋      | 1075/2893 [11:38<19:31,  1.55it/s]
overall:  99%|█████████▉| 3969/4000 [43:24<00:20,  1.55it/s]

train:  37%|███▋      | 1076/2893 [11:38<19:34,  1.55it/s]
overall:  99%|█████████▉| 3970/4000 [43:25<00:19,  1.54it/s]

train:  37%|███▋      | 1077/2893 [11:39<19:36,  1.54it/s]
overall:  99%|█████████▉| 3971/4000 [43:26<00:18,  1.54it/s]

train:  37%|███▋      | 1078/2893 [11:39<19:35,  1.54it/s]
overall:  99%|█████████▉| 3972/4000 [43:26<00:18,  1.54it/s]

train:  37%|███▋      | 1079/2893 [11:40<19:35,  1.54it/s]
overall:  99%|█████████▉| 3973/4000 [43:27<00:17,  1.54it/s]

train:  37%|███▋      | 1080/2893 [11:41<19:34,  1.54it/s]
overall:  99%|█████████▉| 3974/4000 [43:28<00:16,  1.54it/s]

train:  37%|███▋      | 1081/2893 [11:41<19:39,  1.54it/s]
overall:  99%|█████████▉| 3975/4000 [43:28<00:16,  1.54it/s]

train:  37%|███▋      | 1082/2893 [11:42<19:34,  1.54it/s]
overall:  99%|█████████▉| 3976/4000 [43:29<00:15,  1.55it/s]

train:  37%|███▋      | 1083/2893 [11:43<19:31,  1.55it/s]
overall:  99%|█████████▉| 3977/4000 [43:29<00:14,  1.55it/s]

train:  37%|███▋      | 1084/2893 [11:43<19:25,  1.55it/s]
overall:  99%|█████████▉| 3978/4000 [43:30<00:14,  1.55it/s]

train:  38%|███▊      | 1085/2893 [11:44<19:24,  1.55it/s]
overall:  99%|█████████▉| 3979/4000 [43:31<00:13,  1.56it/s]

train:  38%|███▊      | 1086/2893 [11:45<19:20,  1.56it/s]
overall: 100%|█████████▉| 3980/4000 [43:31<00:12,  1.55it/s]

train:  38%|███▊      | 1087/2893 [11:45<19:23,  1.55it/s]
overall: 100%|█████████▉| 3981/4000 [43:32<00:12,  1.55it/s]

train:  38%|███▊      | 1088/2893 [11:46<19:25,  1.55it/s]
overall: 100%|█████████▉| 3982/4000 [43:33<00:11,  1.54it/s]

train:  38%|███▊      | 1089/2893 [11:47<19:27,  1.54it/s]
overall: 100%|█████████▉| 3983/4000 [43:33<00:11,  1.54it/s]

train:  38%|███▊      | 1090/2893 [11:47<19:28,  1.54it/s]
overall: 100%|█████████▉| 3984/4000 [43:34<00:10,  1.55it/s]

train:  38%|███▊      | 1091/2893 [11:48<19:24,  1.55it/s]
overall: 100%|█████████▉| 3985/4000 [43:35<00:09,  1.55it/s]

train:  38%|███▊      | 1092/2893 [11:49<19:22,  1.55it/s]
overall: 100%|█████████▉| 3986/4000 [43:35<00:09,  1.54it/s]

train:  38%|███▊      | 1093/2893 [11:49<19:29,  1.54it/s]
overall: 100%|█████████▉| 3987/4000 [43:36<00:08,  1.54it/s]

train:  38%|███▊      | 1094/2893 [11:50<19:27,  1.54it/s]
overall: 100%|█████████▉| 3988/4000 [43:37<00:07,  1.55it/s]

train:  38%|███▊      | 1095/2893 [11:50<19:23,  1.55it/s]
overall: 100%|█████████▉| 3989/4000 [43:37<00:07,  1.55it/s]

train:  38%|███▊      | 1096/2893 [11:51<19:19,  1.55it/s]
overall: 100%|█████████▉| 3990/4000 [43:38<00:06,  1.55it/s]

train:  38%|███▊      | 1097/2893 [11:52<19:16,  1.55it/s]
overall: 100%|█████████▉| 3991/4000 [43:38<00:05,  1.55it/s]

train:  38%|███▊      | 1098/2893 [11:52<19:15,  1.55it/s]
overall: 100%|█████████▉| 3992/4000 [43:39<00:05,  1.55it/s]

train:  38%|███▊      | 1099/2893 [11:53<19:17,  1.55it/s]
overall: 100%|█████████▉| 3993/4000 [43:40<00:04,  1.55it/s]

train:  38%|███▊      | 1100/2893 [11:54<19:19,  1.55it/s]
overall: 100%|█████████▉| 3994/4000 [43:40<00:03,  1.54it/s]

train:  38%|███▊      | 1101/2893 [11:54<19:21,  1.54it/s]
overall: 100%|█████████▉| 3995/4000 [43:41<00:03,  1.54it/s]

train:  38%|███▊      | 1102/2893 [11:55<19:19,  1.54it/s]
overall: 100%|█████████▉| 3996/4000 [43:42<00:02,  1.55it/s]

train:  38%|███▊      | 1103/2893 [11:56<19:16,  1.55it/s]
overall: 100%|█████████▉| 3997/4000 [43:42<00:01,  1.55it/s]

train:  38%|███▊      | 1104/2893 [11:56<19:16,  1.55it/s]
overall: 100%|█████████▉| 3998/4000 [43:43<00:01,  1.54it/s]

train:  38%|███▊      | 1105/2893 [11:57<19:22,  1.54it/s]
overall: 100%|█████████▉| 3999/4000 [43:44<00:00,  1.54it/s]

train:  38%|███▊      | 1106/2893 [11:58<19:20,  1.54it/s]train loss: 0.9421976208686829
train acc: 0.759115993976593
train loss: 0.9977942705154419
train acc: 0.7400000095367432
train loss: 0.9291473627090454
train acc: 0.7720000147819519
train loss: 1.04904305934906
train acc: 0.7419999837875366
train loss: 1.024657964706421
train acc: 0.7590000033378601
train loss: 1.0035218000411987
train acc: 0.7559999823570251
train loss: 1.0279062986373901
train acc: 0.7369999885559082
train loss: 0.9860433340072632
train acc: 0.746999979019165
train loss: 1.018249750137329
train acc: 0.7450000047683716
train loss: 0.9589635729789734
train acc: 0.7580000162124634
train loss: 1.070662260055542
train acc: 0.734000027179718
train loss: 1.0203455686569214
train acc: 0.7509999871253967
train loss: 0.9809187054634094
train acc: 0.753000020980835
train loss: 1.1057904958724976
train acc: 0.7279999852180481
train loss: 1.0316126346588135
train acc: 0.7480000257492065
train loss: 1.011743426322937
train acc: 0.7419999837875366
train loss: 1.0267646312713623
train acc: 0.7440000176429749
train loss: 0.9537014961242676
train acc: 0.7680000066757202
train loss: 1.0154659748077393
train acc: 0.7699999809265137
train loss: 1.0193607807159424
train acc: 0.7419999837875366
train loss: 1.006530523300171
train acc: 0.7580000162124634
train loss: 0.9083679914474487
train acc: 0.7620000243186951
train loss: 0.9781718254089355
train acc: 0.7649999856948853
train loss: 0.981955885887146
train acc: 0.7570000290870667
train loss: 0.9918354153633118
train acc: 0.7310000061988831
train loss: 0.9960915446281433
train acc: 0.7540000081062317
train loss: 0.9459046125411987
train acc: 0.7710000276565552
train loss: 1.027726411819458
train acc: 0.746999979019165
train loss: 0.9703767895698547
train acc: 0.7490000128746033
train loss: 0.998460590839386
train acc: 0.7570000290870667
train loss: 0.9569817781448364
train acc: 0.7670000195503235
train loss: 0.9471490979194641
train acc: 0.7680000066757202
train loss: 0.9880082011222839
train acc: 0.7559999823570251
train loss: 0.9201332926750183
train acc: 0.7670000195503235
train loss: 0.9316625595092773
train acc: 0.7760000228881836
train loss: 1.0225694179534912
train acc: 0.7350000143051147
train loss: 1.008270025253296
train acc: 0.7559999823570251
train loss: 0.9814683198928833
train acc: 0.7379999756813049
train loss: 1.0644704103469849
train acc: 0.7310000061988831
train loss: 0.9878889322280884
train acc: 0.7369999885559082
train loss: 0.9586513638496399
train acc: 0.7590000033378601
train loss: 0.9356572031974792
train acc: 0.7770000100135803
train loss: 0.9019812345504761
train acc: 0.7649999856948853
train loss: 0.9850058555603027
train acc: 0.7760000228881836
train loss: 0.9326608777046204
train acc: 0.7639999985694885
train loss: 1.0502794981002808
train acc: 0.7490000128746033
train loss: 0.9644734263420105
train acc: 0.7570000290870667
train loss: 1.0168588161468506
train acc: 0.746999979019165
train loss: 0.9776251912117004
train acc: 0.7570000290870667
train loss: 1.0158246755599976
train acc: 0.7549999952316284
train loss: 0.9122874140739441
train acc: 0.7760000228881836
train loss: 0.9845157861709595
train acc: 0.7649999856948853
train loss: 0.9527217149734497
train acc: 0.7570000290870667
train loss: 1.009411096572876
train acc: 0.7570000290870667
train loss: 0.9559272527694702
train acc: 0.7829999923706055
train loss: 1.0587214231491089
train acc: 0.7369999885559082
train loss: 1.0135579109191895
train acc: 0.7379999756813049
train loss: 0.9295057058334351
train acc: 0.7730000019073486
train loss: 1.00006103515625
train acc: 0.746999979019165
train loss: 0.9653444290161133
train acc: 0.746999979019165
train loss: 1.004096508026123
train acc: 0.7459999918937683
train loss: 1.0155471563339233
train acc: 0.7620000243186951
train loss: 0.9436826705932617
train acc: 0.7630000114440918
train loss: 0.9251182675361633
train acc: 0.765999972820282
train loss: 0.9265192151069641
train acc: 0.7670000195503235
train loss: 1.0125561952590942
train acc: 0.7820000052452087
train loss: 0.9194444417953491
train acc: 0.7689999938011169
train loss: 1.0050795078277588
train acc: 0.75
train loss: 1.011710286140442
train acc: 0.7559999823570251
train loss: 0.9506343007087708
train acc: 0.7559999823570251
train loss: 0.9848774671554565
train acc: 0.7599999904632568
train loss: 0.9696780443191528
train acc: 0.753000020980835
train loss: 0.9136980175971985
train acc: 0.7820000052452087
train loss: 0.9828323125839233
train acc: 0.7639999985694885
train loss: 1.009748101234436
train acc: 0.7409999966621399
train loss: 0.9349473714828491
train acc: 0.7689999938011169
train loss: 0.9973013997077942
train acc: 0.7329999804496765
train loss: 0.9240008592605591
train acc: 0.7799999713897705
train loss: 1.0004972219467163
train acc: 0.7630000114440918
train loss: 0.957565188407898
train acc: 0.765999972820282
train loss: 0.8611333966255188
train acc: 0.7730000019073486
train loss: 0.9871358871459961
train acc: 0.7549999952316284
train loss: 0.9332447052001953
train acc: 0.7730000019073486
train loss: 0.9501646757125854
train acc: 0.7789999842643738
train loss: 0.9703363180160522
train acc: 0.7549999952316284
train loss: 0.9663271903991699
train acc: 0.7689999938011169
train loss: 0.933663010597229
train acc: 0.781000018119812
train loss: 1.0230162143707275
train acc: 0.7480000257492065
train loss: 0.9611737132072449
train acc: 0.7549999952316284
train loss: 0.9055722951889038
train acc: 0.7990000247955322
train loss: 1.0002987384796143
train acc: 0.7609999775886536
train loss: 0.9254425764083862
train acc: 0.7749999761581421
train loss: 0.9666546583175659
train acc: 0.7730000019073486
train loss: 0.9479382634162903
train acc: 0.7730000019073486
train loss: 1.017270803451538
train acc: 0.753000020980835
train loss: 0.9604374170303345
train acc: 0.7789999842643738
train loss: 0.9016569256782532
train acc: 0.7649999856948853
train loss: 0.861339271068573
train acc: 0.7889999747276306
train loss: 0.9023603200912476
train acc: 0.7639999985694885
train loss: 0.9602823257446289
train acc: 0.7540000081062317
train loss: 0.9407216906547546
train acc: 0.7820000052452087
train loss: 0.905765175819397
train acc: 0.7829999923706055
train loss: 1.0140551328659058
train acc: 0.7670000195503235
train loss: 0.9182508587837219
train acc: 0.7900000214576721
train loss: 0.9046177864074707
train acc: 0.7710000276565552
train loss: 1.0662304162979126
train acc: 0.7459999918937683
train loss: 0.8610442280769348
train acc: 0.7910000085830688
train loss: 0.9362707138061523
train acc: 0.7749999761581421
train loss: 0.9484817385673523
train acc: 0.7699999809265137
train loss: 0.9713134765625
train acc: 0.7599999904632568
train loss: 0.9762879610061646
train acc: 0.7699999809265137



test:   0%|          | 0/41 [00:00<?, ?it/s]


test:   2%|▏         | 1/41 [00:01<00:51,  1.28s/it]


test:   5%|▍         | 2/41 [00:01<00:34,  1.12it/s]


test:   7%|▋         | 3/41 [00:02<00:28,  1.31it/s]


test:  10%|▉         | 4/41 [00:03<00:25,  1.43it/s]


test:  12%|█▏        | 5/41 [00:03<00:24,  1.50it/s]


test:  15%|█▍        | 6/41 [00:04<00:22,  1.55it/s]


test:  17%|█▋        | 7/41 [00:04<00:21,  1.57it/s]


test:  20%|█▉        | 8/41 [00:05<00:20,  1.60it/s]


test:  22%|██▏       | 9/41 [00:06<00:19,  1.62it/s]


test:  24%|██▍       | 10/41 [00:06<00:19,  1.63it/s]


test:  27%|██▋       | 11/41 [00:07<00:18,  1.63it/s]


test:  29%|██▉       | 12/41 [00:07<00:17,  1.63it/s]


test:  32%|███▏      | 13/41 [00:08<00:17,  1.62it/s]


test:  34%|███▍      | 14/41 [00:09<00:16,  1.62it/s]


test:  37%|███▋      | 15/41 [00:09<00:15,  1.63it/s]


test:  39%|███▉      | 16/41 [00:10<00:15,  1.63it/s]


test:  41%|████▏     | 17/41 [00:11<00:14,  1.63it/s]


test:  44%|████▍     | 18/41 [00:11<00:14,  1.64it/s]


test:  46%|████▋     | 19/41 [00:12<00:13,  1.64it/s]


test:  49%|████▉     | 20/41 [00:12<00:12,  1.65it/s]


test:  51%|█████     | 21/41 [00:13<00:12,  1.65it/s]


test:  54%|█████▎    | 22/41 [00:14<00:11,  1.65it/s]


test:  56%|█████▌    | 23/41 [00:14<00:10,  1.65it/s]


test:  59%|█████▊    | 24/41 [00:15<00:10,  1.65it/s]


test:  61%|██████    | 25/41 [00:15<00:09,  1.64it/s]


test:  63%|██████▎   | 26/41 [00:16<00:09,  1.64it/s]


test:  66%|██████▌   | 27/41 [00:17<00:08,  1.64it/s]


test:  68%|██████▊   | 28/41 [00:17<00:07,  1.65it/s]


test:  71%|███████   | 29/41 [00:18<00:07,  1.65it/s]


test:  73%|███████▎  | 30/41 [00:18<00:06,  1.65it/s]


test:  76%|███████▌  | 31/41 [00:19<00:06,  1.65it/s]


test:  78%|███████▊  | 32/41 [00:20<00:05,  1.65it/s]


test:  80%|████████  | 33/41 [00:20<00:04,  1.65it/s]


test:  83%|████████▎ | 34/41 [00:21<00:04,  1.65it/s]


test:  85%|████████▌ | 35/41 [00:21<00:03,  1.66it/s]


test:  88%|████████▊ | 36/41 [00:22<00:03,  1.65it/s]


test:  90%|█████████ | 37/41 [00:23<00:02,  1.64it/s]


test:  93%|█████████▎| 38/41 [00:23<00:01,  1.64it/s]


test:  95%|█████████▌| 39/41 [00:24<00:01,  1.64it/s]


test:  98%|█████████▊| 40/41 [00:24<00:00,  1.65it/s]


test: 100%|██████████| 41/41 [00:25<00:00,  1.66it/s]
test: 100%|██████████| 41/41 [00:25<00:00,  1.59it/s]

                                                            

                                                          

overall: 100%|█████████▉| 3999/4000 [44:10<00:00,  1.54it/s]

train:  38%|███▊      | 1106/2893 [12:24<19:20,  1.54it/s]
                                                            

                                                          

overall: 100%|█████████▉| 3999/4000 [44:10<00:00,  1.54it/s]

train:  38%|███▊      | 1106/2893 [12:24<19:20,  1.54it/s]
overall: 100%|██████████| 4000/4000 [44:10<00:00,  8.41s/it]

train:  38%|███▊      | 1107/2893 [12:24<4:10:20,  8.41s/it]
train:  38%|███▊      | 1107/2893 [12:24<20:01,  1.49it/s]  

overall: 100%|██████████| 4000/4000 [44:10<00:00,  1.51it/s]
test loss: 0.8851550221443176
test acc: 0.78271484375
[Runner] - Save the checkpoint to:
1. result/downstream/grid/states-4000.ckpt