| 07/13/2022 17:32:26 - WARNING - __main__ - Process rank: -1, device: cuda:0, n_gpu: 1distributed training: False, 16-bits training: False | |
| 07/13/2022 17:32:26 - INFO - __main__ - Training/evaluation parameters TrainingArguments( | |
| _n_gpu=1, | |
| adafactor=False, | |
| adam_beta1=0.9, | |
| adam_beta2=0.999, | |
| adam_epsilon=1e-08, | |
| auto_find_batch_size=False, | |
| bf16=False, | |
| bf16_full_eval=False, | |
| data_seed=None, | |
| dataloader_drop_last=False, | |
| dataloader_num_workers=0, | |
| dataloader_pin_memory=True, | |
| ddp_bucket_cap_mb=None, | |
| ddp_find_unused_parameters=None, | |
| debug=[], | |
| deepspeed=None, | |
| disable_tqdm=False, | |
| do_eval=True, | |
| do_predict=False, | |
| do_train=True, | |
| eval_accumulation_steps=None, | |
| eval_delay=0, | |
| eval_steps=None, | |
| evaluation_strategy=IntervalStrategy.NO, | |
| fp16=False, | |
| fp16_backend=auto, | |
| fp16_full_eval=False, | |
| fp16_opt_level=O1, | |
| fsdp=[], | |
| fsdp_min_num_params=0, | |
| full_determinism=False, | |
| gradient_accumulation_steps=1, | |
| gradient_checkpointing=False, | |
| greater_is_better=None, | |
| group_by_length=False, | |
| half_precision_backend=auto, | |
| hub_model_id=None, | |
| hub_private_repo=False, | |
| hub_strategy=HubStrategy.EVERY_SAVE, | |
| hub_token=<HUB_TOKEN>, | |
| ignore_data_skip=False, | |
| include_inputs_for_metrics=False, | |
| jit_mode_eval=False, | |
| label_names=None, | |
| label_smoothing_factor=0.0, | |
| learning_rate=3e-05, | |
| length_column_name=length, | |
| load_best_model_at_end=False, | |
| local_rank=-1, | |
| log_level=-1, | |
| log_level_replica=-1, | |
| log_on_each_node=True, | |
| logging_dir=../results/phrase_sense_disambiguation//qa/allenai/longformer-base-4096-20K-2K/finetuned/runs/Jul13_17-32-24_gpu5, | |
| logging_first_step=False, | |
| logging_nan_inf_filter=True, | |
| logging_steps=500, | |
| logging_strategy=IntervalStrategy.STEPS, | |
| lr_scheduler_type=SchedulerType.LINEAR, | |
| max_grad_norm=1.0, | |
| max_steps=-1, | |
| metric_for_best_model=None, | |
| mp_parameters=, | |
| no_cuda=False, | |
| num_train_epochs=2.0, | |
| optim=OptimizerNames.ADAMW_HF, | |
| output_dir=../results/phrase_sense_disambiguation//qa/allenai/longformer-base-4096-20K-2K/finetuned, | |
| overwrite_output_dir=True, | |
| past_index=-1, | |
| per_device_eval_batch_size=2, | |
| per_device_train_batch_size=2, | |
| prediction_loss_only=False, | |
| push_to_hub=False, | |
| push_to_hub_model_id=None, | |
| push_to_hub_organization=None, | |
| push_to_hub_token=<PUSH_TO_HUB_TOKEN>, | |
| ray_scope=last, | |
| remove_unused_columns=True, | |
| report_to=[], | |
| resume_from_checkpoint=None, | |
| run_name=../results/phrase_sense_disambiguation//qa/allenai/longformer-base-4096-20K-2K/finetuned, | |
| save_on_each_node=False, | |
| save_steps=100000, | |
| save_strategy=IntervalStrategy.STEPS, | |
| save_total_limit=None, | |
| seed=42, | |
| sharded_ddp=[], | |
| skip_memory_metrics=True, | |
| tf32=None, | |
| torchdynamo=None, | |
| tpu_metrics_debug=False, | |
| tpu_num_cores=None, | |
| use_ipex=False, | |
| use_legacy_prediction_loop=False, | |
| warmup_ratio=0.0, | |
| warmup_steps=0, | |
| weight_decay=0.0, | |
| xpu_backend=None, | |
| ) | |
| 07/13/2022 17:32:27 - INFO - datasets.builder - No config specified, defaulting to the single config: phrase_sense_disambiguation/PSD | |
| 07/13/2022 17:32:27 - INFO - datasets.builder - Overwrite dataset info from restored data version. | |
| 07/13/2022 17:32:27 - INFO - datasets.info - Loading Dataset info from /home/thang/.cache/huggingface/datasets/PiC___phrase_sense_disambiguation/PSD/1.0.0/b06fb909d3a87edce48db98df9113dfea60514936183b4d58e2fc89694cf0c0b | |
| 07/13/2022 17:32:27 - WARNING - datasets.builder - Reusing dataset phrase_sense_disambiguation (/home/thang/.cache/huggingface/datasets/PiC___phrase_sense_disambiguation/PSD/1.0.0/b06fb909d3a87edce48db98df9113dfea60514936183b4d58e2fc89694cf0c0b) | |
| 07/13/2022 17:32:27 - INFO - datasets.info - Loading Dataset info from /home/thang/.cache/huggingface/datasets/PiC___phrase_sense_disambiguation/PSD/1.0.0/b06fb909d3a87edce48db98df9113dfea60514936183b4d58e2fc89694cf0c0b | |
| 0%| | 0/3 [00:00<?, ?it/s] 100%|██████████| 3/3 [00:00<00:00, 901.29it/s] | |
| [INFO|configuration_utils.py:657] 2022-07-13 17:32:27,065 >> loading configuration file ../results/phrase_retrieval/PR-pass/qa/allenai/longformer-base-4096/finetuned/config.json | |
| [INFO|configuration_utils.py:708] 2022-07-13 17:32:27,073 >> Model config LongformerConfig { | |
| "_name_or_path": "../results/phrase_retrieval/PR-pass/qa/allenai/longformer-base-4096/finetuned", | |
| "architectures": [ | |
| "LongformerForQuestionAnswering" | |
| ], | |
| "attention_mode": "longformer", | |
| "attention_probs_dropout_prob": 0.1, | |
| "attention_window": [ | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512 | |
| ], | |
| "bos_token_id": 0, | |
| "classifier_dropout": null, | |
| "eos_token_id": 2, | |
| "gradient_checkpointing": false, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "ignore_attention_mask": false, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "layer_norm_eps": 1e-05, | |
| "max_position_embeddings": 4098, | |
| "model_type": "longformer", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 12, | |
| "pad_token_id": 1, | |
| "position_embedding_type": "absolute", | |
| "sep_token_id": 2, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.20.1", | |
| "type_vocab_size": 1, | |
| "use_cache": true, | |
| "vocab_size": 50265 | |
| } | |
| [INFO|tokenization_utils_base.py:1701] 2022-07-13 17:32:27,074 >> Didn't find file ../results/phrase_retrieval/PR-pass/qa/allenai/longformer-base-4096/finetuned/added_tokens.json. We won't load it. | |
| [INFO|tokenization_utils_base.py:1779] 2022-07-13 17:32:27,074 >> loading file ../results/phrase_retrieval/PR-pass/qa/allenai/longformer-base-4096/finetuned/vocab.json | |
| [INFO|tokenization_utils_base.py:1779] 2022-07-13 17:32:27,074 >> loading file ../results/phrase_retrieval/PR-pass/qa/allenai/longformer-base-4096/finetuned/merges.txt | |
| [INFO|tokenization_utils_base.py:1779] 2022-07-13 17:32:27,074 >> loading file ../results/phrase_retrieval/PR-pass/qa/allenai/longformer-base-4096/finetuned/tokenizer.json | |
| [INFO|tokenization_utils_base.py:1779] 2022-07-13 17:32:27,074 >> loading file None | |
| [INFO|tokenization_utils_base.py:1779] 2022-07-13 17:32:27,074 >> loading file ../results/phrase_retrieval/PR-pass/qa/allenai/longformer-base-4096/finetuned/special_tokens_map.json | |
| [INFO|tokenization_utils_base.py:1779] 2022-07-13 17:32:27,074 >> loading file ../results/phrase_retrieval/PR-pass/qa/allenai/longformer-base-4096/finetuned/tokenizer_config.json | |
| [INFO|modeling_utils.py:2105] 2022-07-13 17:32:27,160 >> loading weights file ../results/phrase_retrieval/PR-pass/qa/allenai/longformer-base-4096/finetuned/pytorch_model.bin | |
| [INFO|modeling_utils.py:2483] 2022-07-13 17:32:28,342 >> All model checkpoint weights were used when initializing LongformerForQuestionAnswering. | |
| [INFO|modeling_utils.py:2491] 2022-07-13 17:32:28,343 >> All the weights of LongformerForQuestionAnswering were initialized from the model checkpoint at ../results/phrase_retrieval/PR-pass/qa/allenai/longformer-base-4096/finetuned. | |
| If your task is similar to the task the model of the checkpoint was trained on, you can already use LongformerForQuestionAnswering for predictions without further training. | |
| 07/13/2022 17:32:28 - WARNING - datasets.fingerprint - Parameter 'function'=<function main.<locals>.prepare_train_features at 0x7f1ad548a280> of the transform datasets.arrow_dataset.Dataset._map_single couldn't be hashed properly, a random hash was used instead. Make sure your transforms and parameters are serializable with pickle or dill for the dataset fingerprinting and caching to work. If you reuse this transform, the caching mechanism will consider it to be different from the previous calls and recompute everything. This warning is only showed once. Subsequent hashing failures won't be showed. | |
| Running tokenizer on train dataset: 0%| | 0/2 [00:00<?, ?ba/s]07/13/2022 17:32:29 - INFO - datasets.arrow_dataset - Caching processed dataset at /home/thang/.cache/huggingface/datasets/PiC___phrase_sense_disambiguation/PSD/1.0.0/b06fb909d3a87edce48db98df9113dfea60514936183b4d58e2fc89694cf0c0b/cache-1c80317fa3b1799d.arrow | |
| Running tokenizer on train dataset: 50%|█████ | 1/2 [00:01<00:01, 1.92s/ba] Running tokenizer on train dataset: 100%|██████████| 2/2 [00:02<00:00, 1.40s/ba] Running tokenizer on train dataset: 100%|██████████| 2/2 [00:02<00:00, 1.48s/ba] | |
| 07/13/2022 17:32:31 - INFO - datasets.fingerprint - Parameter 'function'=<function main.<locals>.prepare_validation_features at 0x7f1ad548a1f0> of the transform datasets.arrow_dataset.Dataset._map_single couldn't be hashed properly, a random hash was used instead. | |
| Running tokenizer on validation dataset: 0%| | 0/1 [00:00<?, ?ba/s]07/13/2022 17:32:31 - INFO - datasets.arrow_dataset - Caching processed dataset at /home/thang/.cache/huggingface/datasets/PiC___phrase_sense_disambiguation/PSD/1.0.0/b06fb909d3a87edce48db98df9113dfea60514936183b4d58e2fc89694cf0c0b/cache-bdd640fb06671ad1.arrow | |
| Running tokenizer on validation dataset: 100%|██████████| 1/1 [00:10<00:00, 10.54s/ba] Running tokenizer on validation dataset: 100%|██████████| 1/1 [00:10<00:00, 10.55s/ba] | |
| /home/thang/Softwares/anaconda3/envs/pic_eval/lib/python3.9/site-packages/transformers/optimization.py:306: FutureWarning: This implementation of AdamW is deprecated and will be removed in a future version. Use the PyTorch implementation torch.optim.AdamW instead, or set `no_deprecation_warning=True` to disable this warning | |
| warnings.warn( | |
| [INFO|trainer.py:1516] 2022-07-13 17:32:52,168 >> ***** Running training ***** | |
| [INFO|trainer.py:1517] 2022-07-13 17:32:52,168 >> Num examples = 1650 | |
| [INFO|trainer.py:1518] 2022-07-13 17:32:52,168 >> Num Epochs = 2 | |
| [INFO|trainer.py:1519] 2022-07-13 17:32:52,168 >> Instantaneous batch size per device = 2 | |
| [INFO|trainer.py:1520] 2022-07-13 17:32:52,168 >> Total train batch size (w. parallel, distributed & accumulation) = 2 | |
| [INFO|trainer.py:1521] 2022-07-13 17:32:52,168 >> Gradient Accumulation steps = 1 | |
| [INFO|trainer.py:1522] 2022-07-13 17:32:52,168 >> Total optimization steps = 1650 | |
| 0%| | 0/1650 [00:00<?, ?it/s] 0%| | 1/1650 [00:01<27:41, 1.01s/it] 0%| | 2/1650 [00:01<20:59, 1.31it/s] 0%| | 3/1650 [00:02<18:13, 1.51it/s] 0%| | 4/1650 [00:02<16:56, 1.62it/s] 0%| | 5/1650 [00:03<16:12, 1.69it/s] 0%| | 6/1650 [00:03<15:45, 1.74it/s] 0%| | 7/1650 [00:04<15:26, 1.77it/s] 0%| | 8/1650 [00:04<15:17, 1.79it/s] 1%| | 9/1650 [00:05<15:07, 1.81it/s] 1%| | 10/1650 [00:05<15:04, 1.81it/s] 1%| | 11/1650 [00:06<15:00, 1.82it/s] 1%| | 12/1650 [00:07<14:55, 1.83it/s] 1%| | 13/1650 [00:07<14:57, 1.82it/s] 1%| | 14/1650 [00:08<14:53, 1.83it/s] 1%| | 15/1650 [00:08<14:52, 1.83it/s] 1%| | 16/1650 [00:09<14:50, 1.84it/s] 1%| | 17/1650 [00:09<14:50, 1.83it/s] 1%| | 18/1650 [00:10<14:48, 1.84it/s] 1%| | 19/1650 [00:10<14:47, 1.84it/s] 1%| | 20/1650 [00:11<14:46, 1.84it/s] 1%|▏ | 21/1650 [00:11<14:44, 1.84it/s] 1%|▏ | 22/1650 [00:12<14:42, 1.84it/s] 1%|▏ | 23/1650 [00:13<14:41, 1.85it/s] 1%|▏ | 24/1650 [00:13<14:41, 1.84it/s] 2%|▏ | 25/1650 [00:14<14:41, 1.84it/s] 2%|▏ | 26/1650 [00:14<14:39, 1.85it/s] 2%|▏ | 27/1650 [00:15<14:39, 1.85it/s] 2%|▏ | 28/1650 [00:15<14:40, 1.84it/s] 2%|▏ | 29/1650 [00:16<14:39, 1.84it/s] 2%|▏ | 30/1650 [00:16<14:38, 1.85it/s] 2%|▏ | 31/1650 [00:17<14:39, 1.84it/s] 2%|▏ | 32/1650 [00:17<14:41, 1.84it/s] 2%|▏ | 33/1650 [00:18<14:41, 1.83it/s] 2%|▏ | 34/1650 [00:18<14:38, 1.84it/s] 2%|▏ | 35/1650 [00:19<14:39, 1.84it/s] 2%|▏ | 36/1650 [00:20<14:40, 1.83it/s] 2%|▏ | 37/1650 [00:20<14:42, 1.83it/s] 2%|▏ | 38/1650 [00:21<14:39, 1.83it/s] 2%|▏ | 39/1650 [00:21<14:46, 1.82it/s] 2%|▏ | 40/1650 [00:22<14:46, 1.82it/s] 2%|▏ | 41/1650 [00:22<14:43, 1.82it/s] 3%|▎ | 42/1650 [00:23<14:42, 1.82it/s] 3%|▎ | 43/1650 [00:23<14:42, 1.82it/s] 3%|▎ | 44/1650 [00:24<14:42, 1.82it/s] 3%|▎ | 45/1650 [00:25<14:40, 1.82it/s] 3%|▎ | 46/1650 [00:25<14:37, 1.83it/s] 3%|▎ | 47/1650 [00:26<14:34, 1.83it/s] 3%|▎ | 48/1650 [00:26<14:34, 1.83it/s] 3%|▎ | 49/1650 [00:27<14:31, 1.84it/s] 3%|▎ | 50/1650 [00:27<14:30, 1.84it/s] 3%|▎ | 51/1650 [00:28<14:28, 1.84it/s] 3%|▎ | 52/1650 [00:28<14:27, 1.84it/s] 3%|▎ | 53/1650 [00:29<14:27, 1.84it/s] 3%|▎ | 54/1650 [00:29<14:27, 1.84it/s] 3%|▎ | 55/1650 [00:30<14:26, 1.84it/s] 3%|▎ | 56/1650 [00:31<14:24, 1.84it/s] 3%|▎ | 57/1650 [00:31<14:23, 1.85it/s] 4%|▎ | 58/1650 [00:32<14:22, 1.85it/s] 4%|▎ | 59/1650 [00:32<14:24, 1.84it/s] 4%|▎ | 60/1650 [00:33<14:24, 1.84it/s] 4%|▎ | 61/1650 [00:33<14:24, 1.84it/s] 4%|▍ | 62/1650 [00:34<14:21, 1.84it/s] 4%|▍ | 63/1650 [00:34<14:19, 1.85it/s] 4%|▍ | 64/1650 [00:35<14:20, 1.84it/s] 4%|▍ | 65/1650 [00:35<14:19, 1.84it/s] 4%|▍ | 66/1650 [00:36<14:16, 1.85it/s] 4%|▍ | 67/1650 [00:36<14:14, 1.85it/s] 4%|▍ | 68/1650 [00:37<14:16, 1.85it/s] 4%|▍ | 69/1650 [00:38<14:14, 1.85it/s] 4%|▍ | 70/1650 [00:38<14:13, 1.85it/s] 4%|▍ | 71/1650 [00:39<14:12, 1.85it/s] 4%|▍ | 72/1650 [00:39<14:13, 1.85it/s] 4%|▍ | 73/1650 [00:40<14:12, 1.85it/s] 4%|▍ | 74/1650 [00:40<14:11, 1.85it/s] 5%|▍ | 75/1650 [00:41<14:13, 1.84it/s] 5%|▍ | 76/1650 [00:41<14:14, 1.84it/s] 5%|▍ | 77/1650 [00:42<14:12, 1.85it/s] 5%|▍ | 78/1650 [00:42<14:10, 1.85it/s] 5%|▍ | 79/1650 [00:43<14:08, 1.85it/s] 5%|▍ | 80/1650 [00:44<14:08, 1.85it/s] 5%|▍ | 81/1650 [00:44<14:07, 1.85it/s] 5%|▍ | 82/1650 [00:45<14:09, 1.85it/s] 5%|▌ | 83/1650 [00:45<14:08, 1.85it/s] 5%|▌ | 84/1650 [00:46<14:07, 1.85it/s] 5%|▌ | 85/1650 [00:46<14:06, 1.85it/s] 5%|▌ | 86/1650 [00:47<14:05, 1.85it/s] 5%|▌ | 87/1650 [00:47<14:04, 1.85it/s] 5%|▌ | 88/1650 [00:48<14:03, 1.85it/s] 5%|▌ | 89/1650 [00:48<14:02, 1.85it/s] 5%|▌ | 90/1650 [00:49<14:02, 1.85it/s] 6%|▌ | 91/1650 [00:49<14:03, 1.85it/s] 6%|▌ | 92/1650 [00:50<14:01, 1.85it/s] 6%|▌ | 93/1650 [00:51<14:01, 1.85it/s] 6%|▌ | 94/1650 [00:51<13:59, 1.85it/s] 6%|▌ | 95/1650 [00:52<13:58, 1.85it/s] 6%|▌ | 96/1650 [00:52<13:57, 1.86it/s] 6%|▌ | 97/1650 [00:53<13:56, 1.86it/s] 6%|▌ | 98/1650 [00:53<13:58, 1.85it/s] 6%|▌ | 99/1650 [00:54<13:56, 1.85it/s] 6%|▌ | 100/1650 [00:54<13:55, 1.86it/s] 6%|▌ | 101/1650 [00:55<13:55, 1.85it/s] 6%|▌ | 102/1650 [00:55<13:54, 1.85it/s] 6%|▌ | 103/1650 [00:56<13:53, 1.86it/s] 6%|▋ | 104/1650 [00:56<13:52, 1.86it/s] 6%|▋ | 105/1650 [00:57<13:53, 1.85it/s] 6%|▋ | 106/1650 [00:58<13:52, 1.86it/s] 6%|▋ | 107/1650 [00:58<13:52, 1.85it/s] 7%|▋ | 108/1650 [00:59<13:51, 1.85it/s] 7%|▋ | 109/1650 [00:59<13:53, 1.85it/s] 7%|▋ | 110/1650 [01:00<13:52, 1.85it/s] 7%|▋ | 111/1650 [01:00<13:51, 1.85it/s] 7%|▋ | 112/1650 [01:01<13:50, 1.85it/s] 7%|▋ | 113/1650 [01:01<13:51, 1.85it/s] 7%|▋ | 114/1650 [01:02<13:50, 1.85it/s] 7%|▋ | 115/1650 [01:02<13:49, 1.85it/s] 7%|▋ | 116/1650 [01:03<13:48, 1.85it/s] 7%|▋ | 117/1650 [01:03<13:48, 1.85it/s] 7%|▋ | 118/1650 [01:04<13:46, 1.85it/s] 7%|▋ | 119/1650 [01:05<13:46, 1.85it/s] 7%|▋ | 120/1650 [01:05<13:45, 1.85it/s] 7%|▋ | 121/1650 [01:06<13:46, 1.85it/s] 7%|▋ | 122/1650 [01:06<13:44, 1.85it/s] 7%|▋ | 123/1650 [01:07<13:44, 1.85it/s] 8%|▊ | 124/1650 [01:07<13:44, 1.85it/s] 8%|▊ | 125/1650 [01:08<13:43, 1.85it/s] 8%|▊ | 126/1650 [01:08<13:45, 1.85it/s] 8%|▊ | 127/1650 [01:09<13:44, 1.85it/s] 8%|▊ | 128/1650 [01:09<13:43, 1.85it/s] 8%|▊ | 129/1650 [01:10<13:41, 1.85it/s] 8%|▊ | 130/1650 [01:11<13:41, 1.85it/s] 8%|▊ | 131/1650 [01:11<13:39, 1.85it/s] 8%|▊ | 132/1650 [01:12<13:39, 1.85it/s] 8%|▊ | 133/1650 [01:12<13:37, 1.85it/s] 8%|▊ | 134/1650 [01:13<13:37, 1.86it/s] 8%|▊ | 135/1650 [01:13<13:40, 1.85it/s] 8%|▊ | 136/1650 [01:14<13:38, 1.85it/s] 8%|▊ | 137/1650 [01:14<13:36, 1.85it/s] 8%|▊ | 138/1650 [01:15<13:35, 1.85it/s] 8%|▊ | 139/1650 [01:15<13:34, 1.86it/s] 8%|▊ | 140/1650 [01:16<13:33, 1.86it/s] 9%|▊ | 141/1650 [01:16<13:33, 1.86it/s] 9%|▊ | 142/1650 [01:17<13:36, 1.85it/s] 9%|▊ | 143/1650 [01:18<13:36, 1.84it/s] 9%|▊ | 144/1650 [01:18<13:35, 1.85it/s] 9%|▉ | 145/1650 [01:19<13:33, 1.85it/s] 9%|▉ | 146/1650 [01:19<13:34, 1.85it/s] 9%|▉ | 147/1650 [01:20<13:32, 1.85it/s] 9%|▉ | 148/1650 [01:20<13:31, 1.85it/s] 9%|▉ | 149/1650 [01:21<13:30, 1.85it/s] 9%|▉ | 150/1650 [01:21<13:29, 1.85it/s] 9%|▉ | 151/1650 [01:22<13:28, 1.85it/s] 9%|▉ | 152/1650 [01:22<13:28, 1.85it/s] 9%|▉ | 153/1650 [01:23<13:27, 1.85it/s] 9%|▉ | 154/1650 [01:23<13:27, 1.85it/s] 9%|▉ | 155/1650 [01:24<13:26, 1.85it/s] 9%|▉ | 156/1650 [01:25<13:25, 1.85it/s] 10%|▉ | 157/1650 [01:25<13:27, 1.85it/s] 10%|▉ | 158/1650 [01:26<13:26, 1.85it/s] 10%|▉ | 159/1650 [01:26<13:26, 1.85it/s] 10%|▉ | 160/1650 [01:27<13:25, 1.85it/s] 10%|▉ | 161/1650 [01:27<13:28, 1.84it/s] 10%|▉ | 162/1650 [01:28<13:30, 1.84it/s] 10%|▉ | 163/1650 [01:28<13:27, 1.84it/s] 10%|▉ | 164/1650 [01:29<13:25, 1.85it/s] 10%|█ | 165/1650 [01:29<13:25, 1.84it/s] 10%|█ | 166/1650 [01:30<13:23, 1.85it/s] 10%|█ | 167/1650 [01:31<13:22, 1.85it/s] 10%|█ | 168/1650 [01:31<13:23, 1.85it/s] 10%|█ | 169/1650 [01:32<13:20, 1.85it/s] 10%|█ | 170/1650 [01:32<13:22, 1.84it/s] 10%|█ | 171/1650 [01:33<13:23, 1.84it/s] 10%|█ | 172/1650 [01:33<13:24, 1.84it/s] 10%|█ | 173/1650 [01:34<13:24, 1.83it/s] 11%|█ | 174/1650 [01:34<13:22, 1.84it/s] 11%|█ | 175/1650 [01:35<13:22, 1.84it/s] 11%|█ | 176/1650 [01:35<13:21, 1.84it/s] 11%|█ | 177/1650 [01:36<13:18, 1.85it/s] 11%|█ | 178/1650 [01:36<13:15, 1.85it/s] 11%|█ | 179/1650 [01:37<13:17, 1.85it/s] 11%|█ | 180/1650 [01:38<13:16, 1.85it/s] 11%|█ | 181/1650 [01:38<13:13, 1.85it/s] 11%|█ | 182/1650 [01:39<13:12, 1.85it/s] 11%|█ | 183/1650 [01:39<13:11, 1.85it/s] 11%|█ | 184/1650 [01:40<13:12, 1.85it/s] 11%|█ | 185/1650 [01:40<13:11, 1.85it/s] 11%|█▏ | 186/1650 [01:41<13:09, 1.85it/s] 11%|█▏ | 187/1650 [01:41<13:10, 1.85it/s] 11%|█▏ | 188/1650 [01:42<13:08, 1.85it/s] 11%|█▏ | 189/1650 [01:42<13:07, 1.85it/s] 12%|█▏ | 190/1650 [01:43<13:06, 1.86it/s] 12%|█▏ | 191/1650 [01:43<13:06, 1.85it/s] 12%|█▏ | 192/1650 [01:44<13:05, 1.86it/s] 12%|█▏ | 193/1650 [01:45<13:05, 1.85it/s] 12%|█▏ | 194/1650 [01:45<13:05, 1.85it/s] 12%|█▏ | 195/1650 [01:46<13:04, 1.85it/s] 12%|█▏ | 196/1650 [01:46<13:03, 1.85it/s] 12%|█▏ | 197/1650 [01:47<13:03, 1.85it/s] 12%|█▏ | 198/1650 [01:47<13:03, 1.85it/s] 12%|█▏ | 199/1650 [01:48<13:03, 1.85it/s] 12%|█▏ | 200/1650 [01:48<13:03, 1.85it/s] 12%|█▏ | 201/1650 [01:49<13:02, 1.85it/s] 12%|█▏ | 202/1650 [01:49<13:03, 1.85it/s] 12%|█▏ | 203/1650 [01:50<13:04, 1.84it/s] 12%|█▏ | 204/1650 [01:51<13:02, 1.85it/s] 12%|█▏ | 205/1650 [01:51<13:01, 1.85it/s] 12%|█▏ | 206/1650 [01:52<13:00, 1.85it/s] 13%|█▎ | 207/1650 [01:52<13:01, 1.85it/s] 13%|█▎ | 208/1650 [01:53<12:59, 1.85it/s] 13%|█▎ | 209/1650 [01:53<13:00, 1.85it/s] 13%|█▎ | 210/1650 [01:54<12:58, 1.85it/s] 13%|█▎ | 211/1650 [01:54<12:56, 1.85it/s] 13%|█▎ | 212/1650 [01:55<12:55, 1.85it/s] 13%|█▎ | 213/1650 [01:55<12:54, 1.85it/s] 13%|█▎ | 214/1650 [01:56<12:53, 1.86it/s] 13%|█▎ | 215/1650 [01:56<12:52, 1.86it/s] 13%|█▎ | 216/1650 [01:57<12:56, 1.85it/s] 13%|█▎ | 217/1650 [01:58<12:56, 1.85it/s] 13%|█▎ | 218/1650 [01:58<12:54, 1.85it/s] 13%|█▎ | 219/1650 [01:59<12:53, 1.85it/s] 13%|█▎ | 220/1650 [01:59<12:52, 1.85it/s] 13%|█▎ | 221/1650 [02:00<12:51, 1.85it/s] 13%|█▎ | 222/1650 [02:00<12:52, 1.85it/s] 14%|█▎ | 223/1650 [02:01<12:51, 1.85it/s] 14%|█▎ | 224/1650 [02:01<12:53, 1.84it/s] 14%|█▎ | 225/1650 [02:02<12:50, 1.85it/s] 14%|█▎ | 226/1650 [02:02<12:49, 1.85it/s] 14%|█▍ | 227/1650 [02:03<12:48, 1.85it/s] 14%|█▍ | 228/1650 [02:03<12:47, 1.85it/s] 14%|█▍ | 229/1650 [02:04<12:47, 1.85it/s] 14%|█▍ | 230/1650 [02:05<12:45, 1.85it/s] 14%|█▍ | 231/1650 [02:05<12:44, 1.86it/s] 14%|█▍ | 232/1650 [02:06<12:44, 1.85it/s] 14%|█▍ | 233/1650 [02:06<12:44, 1.85it/s] 14%|█▍ | 234/1650 [02:07<12:43, 1.85it/s] 14%|█▍ | 235/1650 [02:07<12:42, 1.86it/s] 14%|█▍ | 236/1650 [02:09<23:30, 1.00it/s] 14%|█▍ | 237/1650 [02:10<20:15, 1.16it/s] 14%|█▍ | 238/1650 [02:10<17:58, 1.31it/s] 14%|█▍ | 239/1650 [02:11<16:22, 1.44it/s] 15%|█▍ | 240/1650 [02:11<15:14, 1.54it/s] 15%|█▍ | 241/1650 [02:12<14:27, 1.63it/s] 15%|█▍ | 242/1650 [02:13<13:53, 1.69it/s] 15%|█▍ | 243/1650 [02:13<13:30, 1.74it/s] 15%|█▍ | 244/1650 [02:14<13:13, 1.77it/s] 15%|█▍ | 245/1650 [02:14<13:06, 1.79it/s] 15%|█▍ | 246/1650 [02:15<12:58, 1.80it/s] 15%|█▍ | 247/1650 [02:15<12:50, 1.82it/s] 15%|█▌ | 248/1650 [02:16<12:46, 1.83it/s] 15%|█▌ | 249/1650 [02:16<12:42, 1.84it/s] 15%|█▌ | 250/1650 [02:17<12:40, 1.84it/s] 15%|█▌ | 251/1650 [02:17<12:40, 1.84it/s] 15%|█▌ | 252/1650 [02:18<12:38, 1.84it/s] 15%|█▌ | 253/1650 [02:19<12:37, 1.84it/s] 15%|█▌ | 254/1650 [02:19<12:35, 1.85it/s] 15%|█▌ | 255/1650 [02:20<12:33, 1.85it/s] 16%|█▌ | 256/1650 [02:20<12:31, 1.85it/s] 16%|█▌ | 257/1650 [02:21<12:30, 1.86it/s] 16%|█▌ | 258/1650 [02:21<12:31, 1.85it/s] 16%|█▌ | 259/1650 [02:22<12:32, 1.85it/s] 16%|█▌ | 260/1650 [02:22<12:31, 1.85it/s] 16%|█▌ | 261/1650 [02:23<12:31, 1.85it/s] 16%|█▌ | 262/1650 [02:23<12:30, 1.85it/s] 16%|█▌ | 263/1650 [02:24<12:29, 1.85it/s] 16%|█▌ | 264/1650 [02:24<12:27, 1.85it/s] 16%|█▌ | 265/1650 [02:25<12:26, 1.85it/s] 16%|█▌ | 266/1650 [02:26<12:29, 1.85it/s] 16%|█▌ | 267/1650 [02:26<12:27, 1.85it/s] 16%|█▌ | 268/1650 [02:27<12:26, 1.85it/s] 16%|█▋ | 269/1650 [02:27<12:25, 1.85it/s] 16%|█▋ | 270/1650 [02:28<12:24, 1.85it/s] 16%|█▋ | 271/1650 [02:28<12:24, 1.85it/s] 16%|█▋ | 272/1650 [02:29<12:23, 1.85it/s] 17%|█▋ | 273/1650 [02:29<12:24, 1.85it/s] 17%|█▋ | 274/1650 [02:30<12:23, 1.85it/s] 17%|█▋ | 275/1650 [02:30<12:22, 1.85it/s] 17%|█▋ | 276/1650 [02:31<12:21, 1.85it/s] 17%|█▋ | 277/1650 [02:31<12:20, 1.85it/s] 17%|█▋ | 278/1650 [02:32<12:21, 1.85it/s] 17%|█▋ | 279/1650 [02:33<12:20, 1.85it/s] 17%|█▋ | 280/1650 [02:33<12:18, 1.85it/s] 17%|█▋ | 281/1650 [02:34<12:19, 1.85it/s] 17%|█▋ | 282/1650 [02:34<12:18, 1.85it/s] 17%|█▋ | 283/1650 [02:35<12:18, 1.85it/s] 17%|█▋ | 284/1650 [02:35<12:17, 1.85it/s] 17%|█▋ | 285/1650 [02:36<12:16, 1.85it/s] 17%|█▋ | 286/1650 [02:36<12:15, 1.85it/s] 17%|█▋ | 287/1650 [02:37<12:14, 1.86it/s] 17%|█▋ | 288/1650 [02:37<12:16, 1.85it/s] 18%|█▊ | 289/1650 [02:38<12:14, 1.85it/s] 18%|█▊ | 290/1650 [02:38<12:14, 1.85it/s] 18%|█▊ | 291/1650 [02:39<12:14, 1.85it/s] 18%|█▊ | 292/1650 [02:40<12:15, 1.85it/s] 18%|█▊ | 293/1650 [02:40<12:13, 1.85it/s] 18%|█▊ | 294/1650 [02:41<12:11, 1.85it/s] 18%|█▊ | 295/1650 [02:41<12:12, 1.85it/s] 18%|█▊ | 296/1650 [02:42<12:11, 1.85it/s] 18%|█▊ | 297/1650 [02:42<12:11, 1.85it/s] 18%|█▊ | 298/1650 [02:43<12:10, 1.85it/s] 18%|█▊ | 299/1650 [02:43<12:10, 1.85it/s] 18%|█▊ | 300/1650 [02:44<12:09, 1.85it/s] 18%|█▊ | 301/1650 [02:44<12:11, 1.85it/s] 18%|█▊ | 302/1650 [02:45<12:09, 1.85it/s] 18%|█▊ | 303/1650 [02:46<12:10, 1.84it/s] 18%|█▊ | 304/1650 [02:46<12:07, 1.85it/s] 18%|█▊ | 305/1650 [02:47<12:06, 1.85it/s] 19%|█▊ | 306/1650 [02:47<12:04, 1.85it/s] 19%|█▊ | 307/1650 [02:48<12:04, 1.85it/s] 19%|█▊ | 308/1650 [02:48<12:04, 1.85it/s] 19%|█▊ | 309/1650 [02:49<12:05, 1.85it/s] 19%|█▉ | 310/1650 [02:49<12:05, 1.85it/s] 19%|█▉ | 311/1650 [02:50<12:05, 1.85it/s] 19%|█▉ | 312/1650 [02:50<12:03, 1.85it/s] 19%|█▉ | 313/1650 [02:51<12:02, 1.85it/s] 19%|█▉ | 314/1650 [02:51<12:03, 1.85it/s] 19%|█▉ | 315/1650 [02:52<12:03, 1.85it/s] 19%|█▉ | 316/1650 [02:53<12:02, 1.85it/s] 19%|█▉ | 317/1650 [02:53<12:01, 1.85it/s] 19%|█▉ | 318/1650 [02:54<11:59, 1.85it/s] 19%|█▉ | 319/1650 [02:54<11:58, 1.85it/s] 19%|█▉ | 320/1650 [02:55<11:56, 1.86it/s] 19%|█▉ | 321/1650 [02:55<11:56, 1.86it/s] 20%|█▉ | 322/1650 [02:56<11:56, 1.85it/s] 20%|█▉ | 323/1650 [02:56<11:54, 1.86it/s] 20%|█▉ | 324/1650 [02:57<11:54, 1.86it/s] 20%|█▉ | 325/1650 [02:57<11:56, 1.85it/s] 20%|█▉ | 326/1650 [02:58<11:54, 1.85it/s] 20%|█▉ | 327/1650 [02:58<11:53, 1.85it/s] 20%|█▉ | 328/1650 [02:59<11:53, 1.85it/s] 20%|█▉ | 329/1650 [03:00<11:53, 1.85it/s] 20%|██ | 330/1650 [03:00<11:52, 1.85it/s] 20%|██ | 331/1650 [03:01<11:51, 1.85it/s] 20%|██ | 332/1650 [03:01<11:53, 1.85it/s] 20%|██ | 333/1650 [03:02<11:51, 1.85it/s] 20%|██ | 334/1650 [03:02<11:50, 1.85it/s] 20%|██ | 335/1650 [03:03<11:49, 1.85it/s] 20%|██ | 336/1650 [03:03<11:49, 1.85it/s] 20%|██ | 337/1650 [03:04<11:48, 1.85it/s] 20%|██ | 338/1650 [03:04<11:48, 1.85it/s] 21%|██ | 339/1650 [03:05<11:47, 1.85it/s] 21%|██ | 340/1650 [03:06<11:50, 1.84it/s] 21%|██ | 341/1650 [03:06<11:48, 1.85it/s] 21%|██ | 342/1650 [03:07<11:47, 1.85it/s] 21%|██ | 343/1650 [03:07<11:46, 1.85it/s] 21%|██ | 344/1650 [03:08<11:45, 1.85it/s] 21%|██ | 345/1650 [03:08<11:44, 1.85it/s] 21%|██ | 346/1650 [03:09<11:44, 1.85it/s] 21%|██ | 347/1650 [03:09<11:45, 1.85it/s] 21%|██ | 348/1650 [03:10<11:43, 1.85it/s] 21%|██ | 349/1650 [03:10<11:42, 1.85it/s] 21%|██ | 350/1650 [03:11<11:41, 1.85it/s] 21%|██▏ | 351/1650 [03:11<11:41, 1.85it/s] 21%|██▏ | 352/1650 [03:12<11:40, 1.85it/s] 21%|██▏ | 353/1650 [03:13<11:39, 1.85it/s] 21%|██▏ | 354/1650 [03:13<11:38, 1.85it/s] 22%|██▏ | 355/1650 [03:14<11:37, 1.86it/s] 22%|██▏ | 356/1650 [03:14<11:37, 1.85it/s] 22%|██▏ | 357/1650 [03:15<11:37, 1.85it/s] 22%|██▏ | 358/1650 [03:15<11:37, 1.85it/s] 22%|██▏ | 359/1650 [03:16<11:36, 1.85it/s] 22%|██▏ | 360/1650 [03:16<11:36, 1.85it/s] 22%|██▏ | 361/1650 [03:17<11:36, 1.85it/s] 22%|██▏ | 362/1650 [03:17<11:37, 1.85it/s] 22%|██▏ | 363/1650 [03:18<11:36, 1.85it/s] 22%|██▏ | 364/1650 [03:18<11:34, 1.85it/s] 22%|██▏ | 365/1650 [03:19<11:33, 1.85it/s] 22%|██▏ | 366/1650 [03:20<11:33, 1.85it/s] 22%|██▏ | 367/1650 [03:20<11:33, 1.85it/s] 22%|██▏ | 368/1650 [03:21<11:32, 1.85it/s] 22%|██▏ | 369/1650 [03:21<11:30, 1.85it/s] 22%|██▏ | 370/1650 [03:22<11:29, 1.86it/s] 22%|██▏ | 371/1650 [03:22<11:28, 1.86it/s] 23%|██▎ | 372/1650 [03:23<11:29, 1.85it/s] 23%|██▎ | 373/1650 [03:23<11:29, 1.85it/s] 23%|██▎ | 374/1650 [03:24<11:28, 1.85it/s] 23%|██▎ | 375/1650 [03:24<11:27, 1.85it/s] 23%|██▎ | 376/1650 [03:25<11:26, 1.86it/s] 23%|██▎ | 377/1650 [03:25<11:26, 1.85it/s] 23%|██▎ | 378/1650 [03:26<11:26, 1.85it/s] 23%|██▎ | 379/1650 [03:27<11:25, 1.85it/s] 23%|██▎ | 380/1650 [03:27<11:24, 1.86it/s] 23%|██▎ | 381/1650 [03:28<11:24, 1.85it/s] 23%|██▎ | 382/1650 [03:28<11:23, 1.85it/s] 23%|██▎ | 383/1650 [03:29<11:23, 1.85it/s] 23%|██▎ | 384/1650 [03:29<11:23, 1.85it/s] 23%|██▎ | 385/1650 [03:30<11:23, 1.85it/s] 23%|██▎ | 386/1650 [03:30<11:22, 1.85it/s] 23%|██▎ | 387/1650 [03:31<11:21, 1.85it/s] 24%|██▎ | 388/1650 [03:31<11:20, 1.85it/s] 24%|██▎ | 389/1650 [03:32<11:20, 1.85it/s] 24%|██▎ | 390/1650 [03:32<11:19, 1.85it/s] 24%|██▎ | 391/1650 [03:33<11:19, 1.85it/s] 24%|██▍ | 392/1650 [03:34<11:21, 1.85it/s] 24%|██▍ | 393/1650 [03:34<11:19, 1.85it/s] 24%|██▍ | 394/1650 [03:35<11:18, 1.85it/s] 24%|██▍ | 395/1650 [03:35<11:17, 1.85it/s] 24%|██▍ | 396/1650 [03:36<11:17, 1.85it/s] 24%|██▍ | 397/1650 [03:36<11:16, 1.85it/s] 24%|██▍ | 398/1650 [03:37<11:15, 1.85it/s] 24%|██▍ | 399/1650 [03:37<11:16, 1.85it/s] 24%|██▍ | 400/1650 [03:38<11:15, 1.85it/s] 24%|██▍ | 401/1650 [03:38<11:14, 1.85it/s] 24%|██▍ | 402/1650 [03:39<11:12, 1.85it/s] 24%|██▍ | 403/1650 [03:40<11:12, 1.86it/s] 24%|██▍ | 404/1650 [03:40<11:11, 1.85it/s] 25%|██▍ | 405/1650 [03:41<11:15, 1.84it/s] 25%|██▍ | 406/1650 [03:41<11:13, 1.85it/s] 25%|██▍ | 407/1650 [03:42<11:12, 1.85it/s] 25%|██▍ | 408/1650 [03:42<11:11, 1.85it/s] 25%|██▍ | 409/1650 [03:43<11:10, 1.85it/s] 25%|██▍ | 410/1650 [03:43<11:09, 1.85it/s] 25%|██▍ | 411/1650 [03:44<11:08, 1.85it/s] 25%|██▍ | 412/1650 [03:44<11:08, 1.85it/s] 25%|██▌ | 413/1650 [03:45<11:09, 1.85it/s] 25%|██▌ | 414/1650 [03:45<11:10, 1.84it/s] 25%|██▌ | 415/1650 [03:46<11:08, 1.85it/s] 25%|██▌ | 416/1650 [03:47<11:07, 1.85it/s] 25%|██▌ | 417/1650 [03:47<11:05, 1.85it/s] 25%|██▌ | 418/1650 [03:48<11:05, 1.85it/s] 25%|██▌ | 419/1650 [03:48<11:03, 1.85it/s] 25%|██▌ | 420/1650 [03:49<11:03, 1.85it/s] 26%|██▌ | 421/1650 [03:49<11:02, 1.86it/s] 26%|██▌ | 422/1650 [03:50<11:01, 1.86it/s] 26%|██▌ | 423/1650 [03:50<11:01, 1.86it/s] 26%|██▌ | 424/1650 [03:51<11:00, 1.86it/s] 26%|██▌ | 425/1650 [03:51<11:00, 1.86it/s] 26%|██▌ | 426/1650 [03:52<10:59, 1.85it/s] 26%|██▌ | 427/1650 [03:52<10:59, 1.85it/s] 26%|██▌ | 428/1650 [03:53<10:59, 1.85it/s] 26%|██▌ | 429/1650 [03:54<10:58, 1.85it/s] 26%|██▌ | 430/1650 [03:54<10:58, 1.85it/s] 26%|██▌ | 431/1650 [03:55<10:57, 1.85it/s] 26%|██▌ | 432/1650 [03:55<10:59, 1.85it/s] 26%|██▌ | 433/1650 [03:56<10:58, 1.85it/s] 26%|██▋ | 434/1650 [03:56<10:56, 1.85it/s] 26%|██▋ | 435/1650 [03:57<10:55, 1.85it/s] 26%|██▋ | 436/1650 [03:57<10:56, 1.85it/s] 26%|██▋ | 437/1650 [03:58<10:56, 1.85it/s] 27%|██▋ | 438/1650 [03:58<10:55, 1.85it/s] 27%|██▋ | 439/1650 [03:59<10:53, 1.85it/s] 27%|██▋ | 440/1650 [03:59<10:52, 1.85it/s] 27%|██▋ | 441/1650 [04:00<10:51, 1.86it/s] 27%|██▋ | 442/1650 [04:01<10:50, 1.86it/s] 27%|██▋ | 443/1650 [04:01<10:50, 1.86it/s] 27%|██▋ | 444/1650 [04:02<10:50, 1.85it/s] 27%|██▋ | 445/1650 [04:02<10:50, 1.85it/s] 27%|██▋ | 446/1650 [04:03<10:49, 1.85it/s] 27%|██▋ | 447/1650 [04:03<10:48, 1.86it/s] 27%|██▋ | 448/1650 [04:04<10:48, 1.85it/s] 27%|██▋ | 449/1650 [04:04<10:47, 1.85it/s] 27%|██▋ | 450/1650 [04:05<10:47, 1.85it/s] 27%|██▋ | 451/1650 [04:05<10:48, 1.85it/s] 27%|██▋ | 452/1650 [04:06<10:47, 1.85it/s] 27%|██▋ | 453/1650 [04:07<10:46, 1.85it/s] 28%|██▊ | 454/1650 [04:07<10:45, 1.85it/s] 28%|██▊ | 455/1650 [04:08<10:44, 1.85it/s] 28%|██▊ | 456/1650 [04:08<10:44, 1.85it/s] 28%|██▊ | 457/1650 [04:09<10:44, 1.85it/s] 28%|██▊ | 458/1650 [04:09<10:46, 1.84it/s] 28%|██▊ | 459/1650 [04:10<10:44, 1.85it/s] 28%|██▊ | 460/1650 [04:10<10:43, 1.85it/s] 28%|██▊ | 461/1650 [04:11<10:42, 1.85it/s] 28%|██▊ | 462/1650 [04:11<10:41, 1.85it/s] 28%|██▊ | 463/1650 [04:12<10:40, 1.85it/s] 28%|██▊ | 464/1650 [04:12<10:39, 1.85it/s] 28%|██▊ | 465/1650 [04:13<10:38, 1.86it/s] 28%|██▊ | 466/1650 [04:14<10:40, 1.85it/s] 28%|██▊ | 467/1650 [04:14<10:38, 1.85it/s] 28%|██▊ | 468/1650 [04:15<10:37, 1.85it/s] 28%|██▊ | 469/1650 [04:15<10:38, 1.85it/s] 28%|██▊ | 470/1650 [04:16<10:38, 1.85it/s] 29%|██▊ | 471/1650 [04:16<10:36, 1.85it/s] 29%|██▊ | 472/1650 [04:17<10:36, 1.85it/s] 29%|██▊ | 473/1650 [04:17<10:37, 1.85it/s] 29%|██▊ | 474/1650 [04:18<10:35, 1.85it/s] 29%|██▉ | 475/1650 [04:18<10:34, 1.85it/s] 29%|██▉ | 476/1650 [04:19<10:34, 1.85it/s] 29%|██▉ | 477/1650 [04:19<10:33, 1.85it/s] 29%|██▉ | 478/1650 [04:20<10:32, 1.85it/s] 29%|██▉ | 479/1650 [04:21<10:31, 1.86it/s] 29%|██▉ | 480/1650 [04:21<10:30, 1.85it/s] 29%|██▉ | 481/1650 [04:22<10:30, 1.85it/s] 29%|██▉ | 482/1650 [04:22<10:30, 1.85it/s] 29%|██▉ | 483/1650 [04:23<10:29, 1.85it/s] 29%|██▉ | 484/1650 [04:23<10:28, 1.86it/s] 29%|██▉ | 485/1650 [04:24<10:27, 1.86it/s] 29%|██▉ | 486/1650 [04:24<10:27, 1.85it/s] 30%|██▉ | 487/1650 [04:25<10:26, 1.86it/s] 30%|██▉ | 488/1650 [04:25<10:26, 1.85it/s] 30%|██▉ | 489/1650 [04:26<10:25, 1.86it/s] 30%|██▉ | 490/1650 [04:26<10:24, 1.86it/s] 30%|██▉ | 491/1650 [04:27<10:24, 1.86it/s] 30%|██▉ | 492/1650 [04:28<10:24, 1.86it/s] 30%|██▉ | 493/1650 [04:28<10:22, 1.86it/s] 30%|██▉ | 494/1650 [04:29<10:22, 1.86it/s] 30%|███ | 495/1650 [04:29<10:22, 1.86it/s] 30%|███ | 496/1650 [04:30<10:21, 1.86it/s] 30%|███ | 497/1650 [04:30<10:21, 1.86it/s] 30%|███ | 498/1650 [04:31<10:20, 1.86it/s] 30%|███ | 499/1650 [04:31<10:19, 1.86it/s] 30%|███ | 500/1650 [04:32<10:19, 1.86it/s] {'loss': 1.2525, 'learning_rate': 2.090909090909091e-05, 'epoch': 0.61} | |
| 30%|███ | 500/1650 [04:32<10:19, 1.86it/s] 30%|███ | 501/1650 [04:32<10:19, 1.86it/s] 30%|███ | 502/1650 [04:33<10:19, 1.85it/s] 30%|███ | 503/1650 [04:33<10:19, 1.85it/s] 31%|███ | 504/1650 [04:34<10:18, 1.85it/s] 31%|███ | 505/1650 [04:35<10:18, 1.85it/s] 31%|███ | 506/1650 [04:35<10:18, 1.85it/s] 31%|███ | 507/1650 [04:36<10:17, 1.85it/s] 31%|███ | 508/1650 [04:36<10:20, 1.84it/s] 31%|███ | 509/1650 [04:37<10:18, 1.84it/s] 31%|███ | 510/1650 [04:37<10:17, 1.85it/s] 31%|███ | 511/1650 [04:38<10:16, 1.85it/s] 31%|███ | 512/1650 [04:38<10:15, 1.85it/s] 31%|███ | 513/1650 [04:39<10:13, 1.85it/s] 31%|███ | 514/1650 [04:39<10:12, 1.85it/s] 31%|███ | 515/1650 [04:40<10:11, 1.86it/s] 31%|███▏ | 516/1650 [04:41<10:12, 1.85it/s] 31%|███▏ | 517/1650 [04:41<10:11, 1.85it/s] 31%|███▏ | 518/1650 [04:42<10:12, 1.85it/s] 31%|███▏ | 519/1650 [04:42<10:11, 1.85it/s] 32%|███▏ | 520/1650 [04:43<10:10, 1.85it/s] 32%|███▏ | 521/1650 [04:43<10:10, 1.85it/s] 32%|███▏ | 522/1650 [04:44<10:12, 1.84it/s] 32%|███▏ | 523/1650 [04:44<10:11, 1.84it/s] 32%|███▏ | 524/1650 [04:45<10:11, 1.84it/s] 32%|███▏ | 525/1650 [04:45<10:10, 1.84it/s] 32%|███▏ | 526/1650 [04:46<10:08, 1.85it/s] 32%|███▏ | 527/1650 [04:46<10:06, 1.85it/s] 32%|███▏ | 528/1650 [04:47<10:06, 1.85it/s] 32%|███▏ | 529/1650 [04:48<10:06, 1.85it/s] 32%|███▏ | 530/1650 [04:48<10:05, 1.85it/s] 32%|███▏ | 531/1650 [04:49<10:04, 1.85it/s] 32%|███▏ | 532/1650 [04:49<10:03, 1.85it/s] 32%|███▏ | 533/1650 [04:50<10:04, 1.85it/s] 32%|███▏ | 534/1650 [04:50<10:03, 1.85it/s] 32%|███▏ | 535/1650 [04:51<10:02, 1.85it/s] 32%|███▏ | 536/1650 [04:51<10:01, 1.85it/s] 33%|███▎ | 537/1650 [04:52<10:00, 1.85it/s] 33%|███▎ | 538/1650 [04:52<10:00, 1.85it/s] 33%|███▎ | 539/1650 [04:53<09:59, 1.85it/s] 33%|███▎ | 540/1650 [04:53<10:00, 1.85it/s] 33%|███▎ | 541/1650 [04:54<09:59, 1.85it/s] 33%|███▎ | 542/1650 [04:55<09:58, 1.85it/s] 33%|███▎ | 543/1650 [04:55<09:57, 1.85it/s] 33%|███▎ | 544/1650 [04:56<09:56, 1.85it/s] 33%|███▎ | 545/1650 [04:56<09:55, 1.85it/s] 33%|███▎ | 546/1650 [04:57<09:55, 1.85it/s] 33%|███▎ | 547/1650 [04:57<09:54, 1.86it/s] 33%|███▎ | 548/1650 [04:58<09:53, 1.86it/s] 33%|███▎ | 549/1650 [04:58<09:53, 1.86it/s] 33%|███▎ | 550/1650 [04:59<09:53, 1.85it/s] 33%|███▎ | 551/1650 [04:59<09:52, 1.85it/s] 33%|███▎ | 552/1650 [05:00<09:51, 1.86it/s] 34%|███▎ | 553/1650 [05:01<09:51, 1.85it/s] 34%|███▎ | 554/1650 [05:01<09:51, 1.85it/s] 34%|███▎ | 555/1650 [05:02<09:51, 1.85it/s] 34%|███▎ | 556/1650 [05:02<09:50, 1.85it/s] 34%|███▍ | 557/1650 [05:03<09:50, 1.85it/s] 34%|███▍ | 558/1650 [05:03<09:49, 1.85it/s] 34%|███▍ | 559/1650 [05:04<09:49, 1.85it/s] 34%|███▍ | 560/1650 [05:04<09:49, 1.85it/s] 34%|███▍ | 561/1650 [05:05<09:49, 1.85it/s] 34%|███▍ | 562/1650 [05:05<09:50, 1.84it/s] 34%|███▍ | 563/1650 [05:06<09:48, 1.85it/s] 34%|███▍ | 564/1650 [05:06<09:49, 1.84it/s] 34%|███▍ | 565/1650 [05:07<09:49, 1.84it/s] 34%|███▍ | 566/1650 [05:08<09:49, 1.84it/s] 34%|███▍ | 567/1650 [05:08<09:47, 1.84it/s] 34%|███▍ | 568/1650 [05:09<09:47, 1.84it/s] 34%|███▍ | 569/1650 [05:09<09:45, 1.85it/s] 35%|███▍ | 570/1650 [05:10<09:47, 1.84it/s] 35%|███▍ | 571/1650 [05:10<09:44, 1.84it/s] 35%|███▍ | 572/1650 [05:11<09:43, 1.85it/s] 35%|███▍ | 573/1650 [05:11<09:42, 1.85it/s] 35%|███▍ | 574/1650 [05:12<09:41, 1.85it/s] 35%|███▍ | 575/1650 [05:12<09:40, 1.85it/s] 35%|███▍ | 576/1650 [05:13<09:39, 1.85it/s] 35%|███▍ | 577/1650 [05:14<09:40, 1.85it/s] 35%|███▌ | 578/1650 [05:14<09:39, 1.85it/s] 35%|███▌ | 579/1650 [05:15<09:38, 1.85it/s] 35%|███▌ | 580/1650 [05:15<09:36, 1.85it/s] 35%|███▌ | 581/1650 [05:16<09:38, 1.85it/s] 35%|███▌ | 582/1650 [05:16<09:37, 1.85it/s] 35%|███▌ | 583/1650 [05:17<09:36, 1.85it/s] 35%|███▌ | 584/1650 [05:17<09:36, 1.85it/s] 35%|███▌ | 585/1650 [05:18<09:34, 1.85it/s] 36%|███▌ | 586/1650 [05:18<09:34, 1.85it/s] 36%|███▌ | 587/1650 [05:19<09:33, 1.85it/s] 36%|███▌ | 588/1650 [05:19<09:32, 1.85it/s] 36%|███▌ | 589/1650 [05:20<09:32, 1.85it/s] 36%|███▌ | 590/1650 [05:21<09:31, 1.85it/s] 36%|███▌ | 591/1650 [05:21<09:31, 1.85it/s] 36%|███▌ | 592/1650 [05:22<09:32, 1.85it/s] 36%|███▌ | 593/1650 [05:22<09:31, 1.85it/s] 36%|███▌ | 594/1650 [05:23<09:29, 1.85it/s] 36%|███▌ | 595/1650 [05:23<09:29, 1.85it/s] 36%|███▌ | 596/1650 [05:24<09:28, 1.85it/s] 36%|███▌ | 597/1650 [05:24<09:28, 1.85it/s] 36%|███▌ | 598/1650 [05:25<09:27, 1.85it/s] 36%|███▋ | 599/1650 [05:25<09:29, 1.85it/s] 36%|███▋ | 600/1650 [05:26<09:27, 1.85it/s] 36%|███▋ | 601/1650 [05:26<09:26, 1.85it/s] 36%|███▋ | 602/1650 [05:27<09:27, 1.85it/s] 37%|███▋ | 603/1650 [05:28<09:26, 1.85it/s] 37%|███▋ | 604/1650 [05:28<09:25, 1.85it/s] 37%|███▋ | 605/1650 [05:29<09:25, 1.85it/s] 37%|███▋ | 606/1650 [05:29<09:24, 1.85it/s] 37%|███▋ | 607/1650 [05:30<09:24, 1.85it/s] 37%|███▋ | 608/1650 [05:30<09:23, 1.85it/s] 37%|███▋ | 609/1650 [05:31<09:22, 1.85it/s] 37%|███▋ | 610/1650 [05:31<09:21, 1.85it/s] 37%|███▋ | 611/1650 [05:32<09:21, 1.85it/s] 37%|███▋ | 612/1650 [05:32<09:20, 1.85it/s] 37%|███▋ | 613/1650 [05:33<09:19, 1.85it/s] 37%|███▋ | 614/1650 [05:33<09:21, 1.85it/s] 37%|███▋ | 615/1650 [05:34<09:20, 1.85it/s] 37%|███▋ | 616/1650 [05:35<09:18, 1.85it/s] 37%|███▋ | 617/1650 [05:35<09:17, 1.85it/s] 37%|███▋ | 618/1650 [05:36<09:16, 1.85it/s] 38%|███▊ | 619/1650 [05:36<09:15, 1.86it/s] 38%|███▊ | 620/1650 [05:37<09:14, 1.86it/s] 38%|███▊ | 621/1650 [05:37<09:14, 1.86it/s] 38%|███▊ | 622/1650 [05:38<09:14, 1.85it/s] 38%|███▊ | 623/1650 [05:38<09:13, 1.86it/s] 38%|███▊ | 624/1650 [05:39<09:13, 1.85it/s] 38%|███▊ | 625/1650 [05:39<09:13, 1.85it/s] 38%|███▊ | 626/1650 [05:40<09:12, 1.85it/s] 38%|███▊ | 627/1650 [05:40<09:11, 1.85it/s] 38%|███▊ | 628/1650 [05:41<09:11, 1.85it/s] 38%|███▊ | 629/1650 [05:42<09:12, 1.85it/s] 38%|███▊ | 630/1650 [05:42<09:10, 1.85it/s] 38%|███▊ | 631/1650 [05:43<09:09, 1.85it/s] 38%|███▊ | 632/1650 [05:43<09:09, 1.85it/s] 38%|███▊ | 633/1650 [05:44<09:08, 1.85it/s] 38%|███▊ | 634/1650 [05:44<09:07, 1.85it/s] 38%|███▊ | 635/1650 [05:45<09:06, 1.86it/s] 39%|███▊ | 636/1650 [05:45<09:08, 1.85it/s] 39%|███▊ | 637/1650 [05:46<09:07, 1.85it/s] 39%|███▊ | 638/1650 [05:46<09:06, 1.85it/s] 39%|███▊ | 639/1650 [05:47<09:07, 1.85it/s] 39%|███▉ | 640/1650 [05:48<09:05, 1.85it/s] 39%|███▉ | 641/1650 [05:48<09:04, 1.85it/s] 39%|███▉ | 642/1650 [05:49<09:03, 1.86it/s] 39%|███▉ | 643/1650 [05:49<09:03, 1.85it/s] 39%|███▉ | 644/1650 [05:50<09:06, 1.84it/s] 39%|███▉ | 645/1650 [05:50<09:04, 1.85it/s] 39%|███▉ | 646/1650 [05:51<09:03, 1.85it/s] 39%|███▉ | 647/1650 [05:51<09:01, 1.85it/s] 39%|███▉ | 648/1650 [05:52<09:00, 1.85it/s] 39%|███▉ | 649/1650 [05:52<09:00, 1.85it/s] 39%|███▉ | 650/1650 [05:53<08:59, 1.85it/s] 39%|███▉ | 651/1650 [05:53<09:00, 1.85it/s] 40%|███▉ | 652/1650 [05:54<08:59, 1.85it/s] 40%|███▉ | 653/1650 [05:55<08:58, 1.85it/s] 40%|███▉ | 654/1650 [05:55<08:57, 1.85it/s] 40%|███▉ | 655/1650 [05:56<08:56, 1.85it/s] 40%|███▉ | 656/1650 [05:56<08:55, 1.86it/s] 40%|███▉ | 657/1650 [05:57<08:55, 1.86it/s] 40%|███▉ | 658/1650 [05:57<08:54, 1.86it/s] 40%|███▉ | 659/1650 [05:58<08:53, 1.86it/s] 40%|████ | 660/1650 [05:58<08:54, 1.85it/s] 40%|████ | 661/1650 [05:59<08:53, 1.85it/s] 40%|████ | 662/1650 [05:59<08:53, 1.85it/s] 40%|████ | 663/1650 [06:00<08:52, 1.85it/s] 40%|████ | 664/1650 [06:00<08:51, 1.85it/s] 40%|████ | 665/1650 [06:01<08:50, 1.86it/s] 40%|████ | 666/1650 [06:02<08:51, 1.85it/s] 40%|████ | 667/1650 [06:02<08:50, 1.85it/s] 40%|████ | 668/1650 [06:03<08:49, 1.85it/s] 41%|████ | 669/1650 [06:03<08:48, 1.86it/s] 41%|████ | 670/1650 [06:04<08:48, 1.85it/s] 41%|████ | 671/1650 [06:04<08:48, 1.85it/s] 41%|████ | 672/1650 [06:05<08:47, 1.86it/s] 41%|████ | 673/1650 [06:05<08:47, 1.85it/s] 41%|████ | 674/1650 [06:06<08:46, 1.85it/s] 41%|████ | 675/1650 [06:06<08:45, 1.86it/s] 41%|████ | 676/1650 [06:07<08:46, 1.85it/s] 41%|████ | 677/1650 [06:07<08:46, 1.85it/s] 41%|████ | 678/1650 [06:08<08:44, 1.85it/s] 41%|████ | 679/1650 [06:09<08:44, 1.85it/s] 41%|████ | 680/1650 [06:09<08:43, 1.85it/s] 41%|████▏ | 681/1650 [06:10<08:44, 1.85it/s] 41%|████▏ | 682/1650 [06:10<08:42, 1.85it/s] 41%|████▏ | 683/1650 [06:11<08:41, 1.85it/s] 41%|████▏ | 684/1650 [06:11<08:41, 1.85it/s] 42%|████▏ | 685/1650 [06:12<08:40, 1.85it/s] 42%|████▏ | 686/1650 [06:12<08:39, 1.86it/s] 42%|████▏ | 687/1650 [06:13<08:39, 1.85it/s] 42%|████▏ | 688/1650 [06:13<08:39, 1.85it/s] 42%|████▏ | 689/1650 [06:14<08:38, 1.85it/s] 42%|████▏ | 690/1650 [06:15<08:37, 1.85it/s] 42%|████▏ | 691/1650 [06:15<08:37, 1.85it/s] 42%|████▏ | 692/1650 [06:16<08:36, 1.86it/s] 42%|████▏ | 693/1650 [06:16<08:35, 1.86it/s] 42%|████▏ | 694/1650 [06:17<08:34, 1.86it/s] 42%|████▏ | 695/1650 [06:17<08:34, 1.86it/s] 42%|████▏ | 696/1650 [06:18<08:33, 1.86it/s] 42%|████▏ | 697/1650 [06:18<08:33, 1.86it/s] 42%|████▏ | 698/1650 [06:19<08:32, 1.86it/s] 42%|████▏ | 699/1650 [06:19<08:31, 1.86it/s] 42%|████▏ | 700/1650 [06:20<08:31, 1.86it/s] 42%|████▏ | 701/1650 [06:20<08:31, 1.86it/s] 43%|████▎ | 702/1650 [06:21<08:30, 1.86it/s] 43%|████▎ | 703/1650 [06:22<08:30, 1.85it/s] 43%|████▎ | 704/1650 [06:22<08:30, 1.85it/s] 43%|████▎ | 705/1650 [06:23<08:29, 1.85it/s] 43%|████▎ | 706/1650 [06:23<08:28, 1.86it/s] 43%|████▎ | 707/1650 [06:24<08:28, 1.85it/s] 43%|████▎ | 708/1650 [06:24<08:28, 1.85it/s] 43%|████▎ | 709/1650 [06:25<08:27, 1.85it/s] 43%|████▎ | 710/1650 [06:25<08:27, 1.85it/s] 43%|████▎ | 711/1650 [06:26<08:26, 1.85it/s] 43%|████▎ | 712/1650 [06:26<08:25, 1.85it/s] 43%|████▎ | 713/1650 [06:27<08:26, 1.85it/s] 43%|████▎ | 714/1650 [06:27<08:25, 1.85it/s] 43%|████▎ | 715/1650 [06:28<08:25, 1.85it/s] 43%|████▎ | 716/1650 [06:29<08:24, 1.85it/s] 43%|████▎ | 717/1650 [06:29<08:23, 1.85it/s] 44%|████▎ | 718/1650 [06:30<08:24, 1.85it/s] 44%|████▎ | 719/1650 [06:30<08:24, 1.85it/s] 44%|████▎ | 720/1650 [06:31<08:22, 1.85it/s] 44%|████▎ | 721/1650 [06:31<08:22, 1.85it/s] 44%|████▍ | 722/1650 [06:32<08:21, 1.85it/s] 44%|████▍ | 723/1650 [06:32<08:20, 1.85it/s] 44%|████▍ | 724/1650 [06:33<08:19, 1.85it/s] 44%|████▍ | 725/1650 [06:33<08:19, 1.85it/s] 44%|████▍ | 726/1650 [06:34<08:19, 1.85it/s] 44%|████▍ | 727/1650 [06:34<08:18, 1.85it/s] 44%|████▍ | 728/1650 [06:35<08:18, 1.85it/s] 44%|████▍ | 729/1650 [06:36<08:17, 1.85it/s] 44%|████▍ | 730/1650 [06:36<08:16, 1.85it/s] 44%|████▍ | 731/1650 [06:37<08:16, 1.85it/s] 44%|████▍ | 732/1650 [06:37<08:15, 1.85it/s] 44%|████▍ | 733/1650 [06:38<08:15, 1.85it/s] 44%|████▍ | 734/1650 [06:38<08:14, 1.85it/s] 45%|████▍ | 735/1650 [06:39<08:14, 1.85it/s] 45%|████▍ | 736/1650 [06:39<08:13, 1.85it/s] 45%|████▍ | 737/1650 [06:40<08:12, 1.85it/s] 45%|████▍ | 738/1650 [06:40<08:11, 1.85it/s] 45%|████▍ | 739/1650 [06:41<08:11, 1.85it/s] 45%|████▍ | 740/1650 [06:41<08:11, 1.85it/s] 45%|████▍ | 741/1650 [06:42<08:10, 1.85it/s] 45%|████▍ | 742/1650 [06:43<08:10, 1.85it/s] 45%|████▌ | 743/1650 [06:43<08:09, 1.85it/s] 45%|████▌ | 744/1650 [06:44<08:08, 1.86it/s] 45%|████▌ | 745/1650 [06:44<08:07, 1.86it/s] 45%|████▌ | 746/1650 [06:45<08:06, 1.86it/s] 45%|████▌ | 747/1650 [06:45<08:06, 1.86it/s] 45%|████▌ | 748/1650 [06:46<08:06, 1.85it/s] 45%|████▌ | 749/1650 [06:46<08:06, 1.85it/s] 45%|████▌ | 750/1650 [06:47<08:05, 1.85it/s] 46%|████▌ | 751/1650 [06:47<08:04, 1.85it/s] 46%|████▌ | 752/1650 [06:48<08:04, 1.85it/s] 46%|████▌ | 753/1650 [06:48<08:03, 1.86it/s] 46%|████▌ | 754/1650 [06:49<08:02, 1.86it/s] 46%|████▌ | 755/1650 [06:50<08:03, 1.85it/s] 46%|████▌ | 756/1650 [06:50<08:02, 1.85it/s] 46%|████▌ | 757/1650 [06:51<08:01, 1.86it/s] 46%|████▌ | 758/1650 [06:51<08:00, 1.86it/s] 46%|████▌ | 759/1650 [06:52<07:59, 1.86it/s] 46%|████▌ | 760/1650 [06:52<07:58, 1.86it/s] 46%|████▌ | 761/1650 [06:53<07:58, 1.86it/s] 46%|████▌ | 762/1650 [06:53<08:01, 1.84it/s] 46%|████▌ | 763/1650 [06:54<08:00, 1.85it/s] 46%|████▋ | 764/1650 [06:54<07:59, 1.85it/s] 46%|████▋ | 765/1650 [06:55<07:57, 1.85it/s] 46%|████▋ | 766/1650 [06:56<07:56, 1.85it/s] 46%|████▋ | 767/1650 [06:56<07:57, 1.85it/s] 47%|████▋ | 768/1650 [06:57<07:56, 1.85it/s] 47%|████▋ | 769/1650 [06:57<07:55, 1.85it/s] 47%|████▋ | 770/1650 [06:58<07:55, 1.85it/s] 47%|████▋ | 771/1650 [06:58<07:54, 1.85it/s] 47%|████▋ | 772/1650 [06:59<07:53, 1.85it/s] 47%|████▋ | 773/1650 [06:59<07:52, 1.86it/s] 47%|████▋ | 774/1650 [07:00<07:52, 1.85it/s] 47%|████▋ | 775/1650 [07:00<07:51, 1.85it/s] 47%|████▋ | 776/1650 [07:01<07:51, 1.85it/s] 47%|████▋ | 777/1650 [07:01<07:51, 1.85it/s] 47%|████▋ | 778/1650 [07:02<07:50, 1.85it/s] 47%|████▋ | 779/1650 [07:03<07:49, 1.85it/s] 47%|████▋ | 780/1650 [07:03<07:49, 1.85it/s] 47%|████▋ | 781/1650 [07:04<07:48, 1.86it/s] 47%|████▋ | 782/1650 [07:04<07:47, 1.85it/s] 47%|████▋ | 783/1650 [07:05<07:47, 1.85it/s] 48%|████▊ | 784/1650 [07:05<07:46, 1.86it/s] 48%|████▊ | 785/1650 [07:06<07:46, 1.86it/s] 48%|████▊ | 786/1650 [07:06<07:45, 1.86it/s] 48%|████▊ | 787/1650 [07:07<07:45, 1.86it/s] 48%|████▊ | 788/1650 [07:07<07:44, 1.86it/s] 48%|████▊ | 789/1650 [07:08<07:43, 1.86it/s] 48%|████▊ | 790/1650 [07:08<07:43, 1.85it/s] 48%|████▊ | 791/1650 [07:09<07:43, 1.86it/s] 48%|████▊ | 792/1650 [07:10<07:43, 1.85it/s] 48%|████▊ | 793/1650 [07:10<07:42, 1.85it/s] 48%|████▊ | 794/1650 [07:11<07:41, 1.85it/s] 48%|████▊ | 795/1650 [07:11<07:41, 1.85it/s] 48%|████▊ | 796/1650 [07:12<07:40, 1.85it/s] 48%|████▊ | 797/1650 [07:12<07:39, 1.86it/s] 48%|████▊ | 798/1650 [07:13<07:39, 1.86it/s] 48%|████▊ | 799/1650 [07:13<07:38, 1.86it/s] 48%|████▊ | 800/1650 [07:14<07:37, 1.86it/s] 49%|████▊ | 801/1650 [07:14<07:37, 1.86it/s] 49%|████▊ | 802/1650 [07:15<07:36, 1.86it/s] 49%|████▊ | 803/1650 [07:15<07:36, 1.86it/s] 49%|████▊ | 804/1650 [07:16<07:35, 1.86it/s] 49%|████▉ | 805/1650 [07:17<07:35, 1.86it/s] 49%|████▉ | 806/1650 [07:17<07:34, 1.86it/s] 49%|████▉ | 807/1650 [07:18<07:35, 1.85it/s] 49%|████▉ | 808/1650 [07:18<07:35, 1.85it/s] 49%|████▉ | 809/1650 [07:19<07:33, 1.85it/s] 49%|████▉ | 810/1650 [07:19<07:32, 1.85it/s] 49%|████▉ | 811/1650 [07:20<07:32, 1.85it/s] 49%|████▉ | 812/1650 [07:20<07:32, 1.85it/s] 49%|████▉ | 813/1650 [07:21<07:31, 1.85it/s] 49%|████▉ | 814/1650 [07:21<07:32, 1.85it/s] 49%|████▉ | 815/1650 [07:22<07:31, 1.85it/s] 49%|████▉ | 816/1650 [07:22<07:29, 1.85it/s] 50%|████▉ | 817/1650 [07:23<07:29, 1.85it/s] 50%|████▉ | 818/1650 [07:24<07:28, 1.85it/s] 50%|████▉ | 819/1650 [07:24<07:27, 1.86it/s] 50%|████▉ | 820/1650 [07:25<07:27, 1.85it/s] 50%|████▉ | 821/1650 [07:25<07:26, 1.85it/s] 50%|████▉ | 822/1650 [07:26<07:26, 1.86it/s] 50%|████▉ | 823/1650 [07:26<07:25, 1.86it/s] 50%|████▉ | 824/1650 [07:27<07:24, 1.86it/s] 50%|█████ | 825/1650 [07:27<07:25, 1.85it/s] 50%|█████ | 826/1650 [07:28<07:24, 1.85it/s] 50%|█████ | 827/1650 [07:28<07:23, 1.86it/s] 50%|█████ | 828/1650 [07:29<07:23, 1.86it/s] 50%|█████ | 829/1650 [07:29<07:22, 1.86it/s] 50%|█████ | 830/1650 [07:30<07:21, 1.86it/s] 50%|█████ | 831/1650 [07:31<07:21, 1.85it/s] 50%|█████ | 832/1650 [07:31<07:21, 1.85it/s] 50%|█████ | 833/1650 [07:32<07:20, 1.85it/s] 51%|█████ | 834/1650 [07:32<07:19, 1.86it/s] 51%|█████ | 835/1650 [07:33<07:19, 1.85it/s] 51%|█████ | 836/1650 [07:33<07:20, 1.85it/s] 51%|█████ | 837/1650 [07:34<07:19, 1.85it/s] 51%|█████ | 838/1650 [07:34<07:18, 1.85it/s] 51%|█████ | 839/1650 [07:35<07:18, 1.85it/s] 51%|█████ | 840/1650 [07:35<07:17, 1.85it/s] 51%|█████ | 841/1650 [07:36<07:17, 1.85it/s] 51%|█████ | 842/1650 [07:37<07:15, 1.85it/s] 51%|█████ | 843/1650 [07:37<07:15, 1.85it/s] 51%|█████ | 844/1650 [07:38<07:15, 1.85it/s] 51%|█████ | 845/1650 [07:38<07:15, 1.85it/s] 51%|█████▏ | 846/1650 [07:39<07:14, 1.85it/s] 51%|█████▏ | 847/1650 [07:39<07:13, 1.85it/s] 51%|█████▏ | 848/1650 [07:40<07:12, 1.86it/s] 51%|█████▏ | 849/1650 [07:40<07:11, 1.86it/s] 52%|█████▏ | 850/1650 [07:41<07:11, 1.85it/s] 52%|█████▏ | 851/1650 [07:41<07:10, 1.86it/s] 52%|█████▏ | 852/1650 [07:42<07:10, 1.86it/s] 52%|█████▏ | 853/1650 [07:42<07:09, 1.85it/s] 52%|█████▏ | 854/1650 [07:43<07:08, 1.86it/s] 52%|█████▏ | 855/1650 [07:44<07:08, 1.86it/s] 52%|█████▏ | 856/1650 [07:44<07:07, 1.86it/s] 52%|█████▏ | 857/1650 [07:45<07:07, 1.86it/s] 52%|█████▏ | 858/1650 [07:45<07:07, 1.85it/s] 52%|█████▏ | 859/1650 [07:46<07:08, 1.85it/s] 52%|█████▏ | 860/1650 [07:46<07:07, 1.85it/s] 52%|█████▏ | 861/1650 [07:47<07:06, 1.85it/s] 52%|█████▏ | 862/1650 [07:47<07:05, 1.85it/s] 52%|█████▏ | 863/1650 [07:48<07:04, 1.85it/s] 52%|█████▏ | 864/1650 [07:48<07:03, 1.86it/s] 52%|█████▏ | 865/1650 [07:49<07:03, 1.85it/s] 52%|█████▏ | 866/1650 [07:49<07:03, 1.85it/s] 53%|█████▎ | 867/1650 [07:50<07:03, 1.85it/s] 53%|█████▎ | 868/1650 [07:51<07:02, 1.85it/s] 53%|█████▎ | 869/1650 [07:51<07:01, 1.85it/s] 53%|█████▎ | 870/1650 [07:52<07:00, 1.86it/s] 53%|█████▎ | 871/1650 [07:52<06:59, 1.86it/s] 53%|█████▎ | 872/1650 [07:53<06:59, 1.86it/s] 53%|█████▎ | 873/1650 [07:53<06:58, 1.86it/s] 53%|█████▎ | 874/1650 [07:54<06:57, 1.86it/s] 53%|█████▎ | 875/1650 [07:54<06:57, 1.86it/s] 53%|█████▎ | 876/1650 [07:55<06:57, 1.85it/s] 53%|█████▎ | 877/1650 [07:55<06:57, 1.85it/s] 53%|█████▎ | 878/1650 [07:56<06:57, 1.85it/s] 53%|█████▎ | 879/1650 [07:56<06:56, 1.85it/s] 53%|█████▎ | 880/1650 [07:57<06:56, 1.85it/s] 53%|█████▎ | 881/1650 [07:58<06:56, 1.85it/s] 53%|█████▎ | 882/1650 [07:58<06:55, 1.85it/s] 54%|█████▎ | 883/1650 [07:59<06:54, 1.85it/s] 54%|█████▎ | 884/1650 [07:59<06:53, 1.85it/s] 54%|█████▎ | 885/1650 [08:00<06:52, 1.85it/s] 54%|█████▎ | 886/1650 [08:00<06:52, 1.85it/s] 54%|█████▍ | 887/1650 [08:01<06:51, 1.85it/s] 54%|█████▍ | 888/1650 [08:01<06:51, 1.85it/s] 54%|█████▍ | 889/1650 [08:02<06:51, 1.85it/s] 54%|█████▍ | 890/1650 [08:02<06:50, 1.85it/s] 54%|█████▍ | 891/1650 [08:03<06:49, 1.85it/s] 54%|█████▍ | 892/1650 [08:03<06:48, 1.85it/s] 54%|█████▍ | 893/1650 [08:04<06:48, 1.85it/s] 54%|█████▍ | 894/1650 [08:05<06:47, 1.85it/s] 54%|█████▍ | 895/1650 [08:05<06:47, 1.85it/s] 54%|█████▍ | 896/1650 [08:06<06:48, 1.85it/s] 54%|█████▍ | 897/1650 [08:06<06:46, 1.85it/s] 54%|█████▍ | 898/1650 [08:07<06:45, 1.85it/s] 54%|█████▍ | 899/1650 [08:07<06:45, 1.85it/s] 55%|█████▍ | 900/1650 [08:08<06:44, 1.85it/s] 55%|█████▍ | 901/1650 [08:08<06:44, 1.85it/s] 55%|█████▍ | 902/1650 [08:09<06:44, 1.85it/s] 55%|█████▍ | 903/1650 [08:09<06:43, 1.85it/s] 55%|█████▍ | 904/1650 [08:10<06:42, 1.85it/s] 55%|█████▍ | 905/1650 [08:11<06:41, 1.85it/s] 55%|█████▍ | 906/1650 [08:11<06:41, 1.85it/s] 55%|█████▍ | 907/1650 [08:12<06:40, 1.85it/s] 55%|█████▌ | 908/1650 [08:12<06:39, 1.86it/s] 55%|█████▌ | 909/1650 [08:13<06:38, 1.86it/s] 55%|█████▌ | 910/1650 [08:13<06:38, 1.86it/s] 55%|█████▌ | 911/1650 [08:14<06:37, 1.86it/s] 55%|█████▌ | 912/1650 [08:14<06:37, 1.86it/s] 55%|█████▌ | 913/1650 [08:15<06:36, 1.86it/s] 55%|█████▌ | 914/1650 [08:15<06:36, 1.86it/s] 55%|█████▌ | 915/1650 [08:16<06:35, 1.86it/s] 56%|█████▌ | 916/1650 [08:16<06:35, 1.86it/s] 56%|█████▌ | 917/1650 [08:17<06:35, 1.85it/s] 56%|█████▌ | 918/1650 [08:18<06:36, 1.85it/s] 56%|█████▌ | 919/1650 [08:18<06:36, 1.84it/s] 56%|█████▌ | 920/1650 [08:19<06:35, 1.85it/s] 56%|█████▌ | 921/1650 [08:19<06:34, 1.85it/s] 56%|█████▌ | 922/1650 [08:20<06:33, 1.85it/s] 56%|█████▌ | 923/1650 [08:20<06:33, 1.85it/s] 56%|█████▌ | 924/1650 [08:21<06:32, 1.85it/s] 56%|█████▌ | 925/1650 [08:21<06:31, 1.85it/s] 56%|█████▌ | 926/1650 [08:22<06:30, 1.85it/s] 56%|█████▌ | 927/1650 [08:22<06:30, 1.85it/s] 56%|█████▌ | 928/1650 [08:23<06:30, 1.85it/s] 56%|█████▋ | 929/1650 [08:23<06:29, 1.85it/s] 56%|█████▋ | 930/1650 [08:24<06:28, 1.85it/s] 56%|█████▋ | 931/1650 [08:25<06:27, 1.85it/s] 56%|█████▋ | 932/1650 [08:25<06:27, 1.85it/s] 57%|█████▋ | 933/1650 [08:26<06:28, 1.85it/s] 57%|█████▋ | 934/1650 [08:26<06:27, 1.85it/s] 57%|█████▋ | 935/1650 [08:27<06:26, 1.85it/s] 57%|█████▋ | 936/1650 [08:27<06:25, 1.85it/s] 57%|█████▋ | 937/1650 [08:28<06:24, 1.86it/s] 57%|█████▋ | 938/1650 [08:28<06:23, 1.86it/s] 57%|█████▋ | 939/1650 [08:29<06:23, 1.86it/s] 57%|█████▋ | 940/1650 [08:29<06:23, 1.85it/s] 57%|█████▋ | 941/1650 [08:30<06:23, 1.85it/s] 57%|█████▋ | 942/1650 [08:30<06:22, 1.85it/s] 57%|█████▋ | 943/1650 [08:31<06:21, 1.85it/s] 57%|█████▋ | 944/1650 [08:32<06:21, 1.85it/s] 57%|█████▋ | 945/1650 [08:32<06:20, 1.85it/s] 57%|█████▋ | 946/1650 [08:33<06:19, 1.85it/s] 57%|█████▋ | 947/1650 [08:33<06:18, 1.86it/s] 57%|█████▋ | 948/1650 [08:34<06:19, 1.85it/s] 58%|█████▊ | 949/1650 [08:34<06:18, 1.85it/s] 58%|█████▊ | 950/1650 [08:35<06:17, 1.85it/s] 58%|█████▊ | 951/1650 [08:35<06:17, 1.85it/s] 58%|█████▊ | 952/1650 [08:36<06:16, 1.85it/s] 58%|█████▊ | 953/1650 [08:36<06:15, 1.86it/s] 58%|█████▊ | 954/1650 [08:37<06:15, 1.85it/s] 58%|█████▊ | 955/1650 [08:37<06:15, 1.85it/s] 58%|█████▊ | 956/1650 [08:38<06:15, 1.85it/s] 58%|█████▊ | 957/1650 [08:39<06:14, 1.85it/s] 58%|█████▊ | 958/1650 [08:39<06:13, 1.85it/s] 58%|█████▊ | 959/1650 [08:40<06:13, 1.85it/s] 58%|█████▊ | 960/1650 [08:40<06:12, 1.85it/s] 58%|█████▊ | 961/1650 [08:41<06:12, 1.85it/s] 58%|█████▊ | 962/1650 [08:41<06:11, 1.85it/s] 58%|█████▊ | 963/1650 [08:42<06:10, 1.85it/s] 58%|█████▊ | 964/1650 [08:42<06:10, 1.85it/s] 58%|█████▊ | 965/1650 [08:43<06:09, 1.85it/s] 59%|█████▊ | 966/1650 [08:43<06:08, 1.85it/s] 59%|█████▊ | 967/1650 [08:44<06:08, 1.85it/s] 59%|█████▊ | 968/1650 [08:45<06:07, 1.85it/s] 59%|█████▊ | 969/1650 [08:45<06:07, 1.86it/s] 59%|█████▉ | 970/1650 [08:46<06:07, 1.85it/s] 59%|█████▉ | 971/1650 [08:46<06:06, 1.85it/s] 59%|█████▉ | 972/1650 [08:47<06:06, 1.85it/s] 59%|█████▉ | 973/1650 [08:47<06:05, 1.85it/s] 59%|█████▉ | 974/1650 [08:48<06:06, 1.85it/s] 59%|█████▉ | 975/1650 [08:48<06:05, 1.85it/s] 59%|█████▉ | 976/1650 [08:49<06:04, 1.85it/s] 59%|█████▉ | 977/1650 [08:49<06:04, 1.84it/s] 59%|█████▉ | 978/1650 [08:50<06:03, 1.85it/s] 59%|█████▉ | 979/1650 [08:50<06:02, 1.85it/s] 59%|█████▉ | 980/1650 [08:51<06:01, 1.85it/s] 59%|█████▉ | 981/1650 [08:52<06:01, 1.85it/s] 60%|█████▉ | 982/1650 [08:52<06:00, 1.85it/s] 60%|█████▉ | 983/1650 [08:53<05:59, 1.85it/s] 60%|█████▉ | 984/1650 [08:53<05:59, 1.85it/s] 60%|█████▉ | 985/1650 [08:54<05:59, 1.85it/s] 60%|█████▉ | 986/1650 [08:54<05:58, 1.85it/s] 60%|█████▉ | 987/1650 [08:55<05:58, 1.85it/s] 60%|█████▉ | 988/1650 [08:55<05:57, 1.85it/s] 60%|█████▉ | 989/1650 [08:56<05:57, 1.85it/s] 60%|██████ | 990/1650 [08:56<05:56, 1.85it/s] 60%|██████ | 991/1650 [08:57<05:55, 1.85it/s] 60%|██████ | 992/1650 [08:57<05:54, 1.85it/s] 60%|██████ | 993/1650 [08:58<05:54, 1.86it/s] 60%|██████ | 994/1650 [08:59<05:53, 1.86it/s] 60%|██████ | 995/1650 [08:59<05:52, 1.86it/s] 60%|██████ | 996/1650 [09:00<05:52, 1.86it/s] 60%|██████ | 997/1650 [09:00<05:51, 1.86it/s] 60%|██████ | 998/1650 [09:01<05:51, 1.86it/s] 61%|██████ | 999/1650 [09:01<05:50, 1.86it/s] 61%|██████ | 1000/1650 [09:02<05:50, 1.85it/s] {'loss': 1.0478, 'learning_rate': 1.1818181818181819e-05, 'epoch': 1.21} | |
| 61%|██████ | 1000/1650 [09:02<05:50, 1.85it/s] 61%|██████ | 1001/1650 [09:02<05:50, 1.85it/s] 61%|██████ | 1002/1650 [09:03<05:49, 1.85it/s] 61%|██████ | 1003/1650 [09:03<05:49, 1.85it/s] 61%|██████ | 1004/1650 [09:04<05:48, 1.85it/s] 61%|██████ | 1005/1650 [09:04<05:48, 1.85it/s] 61%|██████ | 1006/1650 [09:05<05:47, 1.85it/s] 61%|██████ | 1007/1650 [09:06<05:47, 1.85it/s] 61%|██████ | 1008/1650 [09:06<05:47, 1.85it/s] 61%|██████ | 1009/1650 [09:07<05:46, 1.85it/s] 61%|██████ | 1010/1650 [09:07<05:45, 1.85it/s] 61%|██████▏ | 1011/1650 [09:08<05:44, 1.85it/s] 61%|██████▏ | 1012/1650 [09:08<05:44, 1.85it/s] 61%|██████▏ | 1013/1650 [09:09<05:43, 1.86it/s] 61%|██████▏ | 1014/1650 [09:09<05:43, 1.85it/s] 62%|██████▏ | 1015/1650 [09:10<05:42, 1.85it/s] 62%|██████▏ | 1016/1650 [09:10<05:41, 1.85it/s] 62%|██████▏ | 1017/1650 [09:11<05:41, 1.85it/s] 62%|██████▏ | 1018/1650 [09:12<05:40, 1.85it/s] 62%|██████▏ | 1019/1650 [09:12<05:40, 1.86it/s] 62%|██████▏ | 1020/1650 [09:13<05:39, 1.86it/s] 62%|██████▏ | 1021/1650 [09:13<05:38, 1.86it/s] 62%|██████▏ | 1022/1650 [09:14<05:39, 1.85it/s] 62%|██████▏ | 1023/1650 [09:14<05:38, 1.85it/s] 62%|██████▏ | 1024/1650 [09:15<05:38, 1.85it/s] 62%|██████▏ | 1025/1650 [09:15<05:37, 1.85it/s] 62%|██████▏ | 1026/1650 [09:16<05:36, 1.85it/s] 62%|██████▏ | 1027/1650 [09:16<05:35, 1.86it/s] 62%|██████▏ | 1028/1650 [09:17<05:35, 1.85it/s] 62%|██████▏ | 1029/1650 [09:17<05:34, 1.85it/s] 62%|██████▏ | 1030/1650 [09:18<05:34, 1.85it/s] 62%|██████▏ | 1031/1650 [09:19<05:34, 1.85it/s] 63%|██████▎ | 1032/1650 [09:19<05:33, 1.85it/s] 63%|██████▎ | 1033/1650 [09:20<05:33, 1.85it/s] 63%|██████▎ | 1034/1650 [09:20<05:33, 1.85it/s] 63%|██████▎ | 1035/1650 [09:21<05:32, 1.85it/s] 63%|██████▎ | 1036/1650 [09:21<05:31, 1.85it/s] 63%|██████▎ | 1037/1650 [09:22<05:30, 1.85it/s] 63%|██████▎ | 1038/1650 [09:22<05:30, 1.85it/s] 63%|██████▎ | 1039/1650 [09:23<05:29, 1.85it/s] 63%|██████▎ | 1040/1650 [09:23<05:28, 1.85it/s] 63%|██████▎ | 1041/1650 [09:24<05:28, 1.86it/s] 63%|██████▎ | 1042/1650 [09:24<05:27, 1.86it/s] 63%|██████▎ | 1043/1650 [09:25<05:27, 1.85it/s] 63%|██████▎ | 1044/1650 [09:26<05:27, 1.85it/s] 63%|██████▎ | 1045/1650 [09:26<05:27, 1.85it/s] 63%|██████▎ | 1046/1650 [09:27<05:26, 1.85it/s] 63%|██████▎ | 1047/1650 [09:27<05:25, 1.85it/s] 64%|██████▎ | 1048/1650 [09:28<05:24, 1.86it/s] 64%|██████▎ | 1049/1650 [09:28<05:24, 1.85it/s] 64%|██████▎ | 1050/1650 [09:29<05:23, 1.86it/s] 64%|██████▎ | 1051/1650 [09:29<05:22, 1.86it/s] 64%|██████▍ | 1052/1650 [09:30<05:22, 1.86it/s] 64%|██████▍ | 1053/1650 [09:30<05:21, 1.86it/s] 64%|██████▍ | 1054/1650 [09:31<05:20, 1.86it/s] 64%|██████▍ | 1055/1650 [09:31<05:21, 1.85it/s] 64%|██████▍ | 1056/1650 [09:32<05:20, 1.85it/s] 64%|██████▍ | 1057/1650 [09:33<05:19, 1.86it/s] 64%|██████▍ | 1058/1650 [09:33<05:19, 1.86it/s] 64%|██████▍ | 1059/1650 [09:34<05:19, 1.85it/s] 64%|██████▍ | 1060/1650 [09:34<05:18, 1.85it/s] 64%|██████▍ | 1061/1650 [09:35<05:18, 1.85it/s] 64%|██████▍ | 1062/1650 [09:35<05:17, 1.85it/s] 64%|██████▍ | 1063/1650 [09:36<05:17, 1.85it/s] 64%|██████▍ | 1064/1650 [09:36<05:16, 1.85it/s] 65%|██████▍ | 1065/1650 [09:37<05:16, 1.85it/s] 65%|██████▍ | 1066/1650 [09:37<05:16, 1.85it/s] 65%|██████▍ | 1067/1650 [09:38<05:15, 1.85it/s] 65%|██████▍ | 1068/1650 [09:39<05:14, 1.85it/s] 65%|██████▍ | 1069/1650 [09:39<05:13, 1.85it/s] 65%|██████▍ | 1070/1650 [09:40<05:13, 1.85it/s] 65%|██████▍ | 1071/1650 [09:40<05:12, 1.85it/s] 65%|██████▍ | 1072/1650 [09:41<05:11, 1.85it/s] 65%|██████▌ | 1073/1650 [09:41<05:10, 1.86it/s] 65%|██████▌ | 1074/1650 [09:42<05:10, 1.85it/s] 65%|██████▌ | 1075/1650 [09:42<05:09, 1.86it/s] 65%|██████▌ | 1076/1650 [09:43<05:09, 1.85it/s] 65%|██████▌ | 1077/1650 [09:43<05:09, 1.85it/s] 65%|██████▌ | 1078/1650 [09:44<05:08, 1.86it/s] 65%|██████▌ | 1079/1650 [09:44<05:07, 1.86it/s] 65%|██████▌ | 1080/1650 [09:45<05:07, 1.86it/s] 66%|██████▌ | 1081/1650 [09:46<05:07, 1.85it/s] 66%|██████▌ | 1082/1650 [09:46<05:07, 1.85it/s] 66%|██████▌ | 1083/1650 [09:47<05:06, 1.85it/s] 66%|██████▌ | 1084/1650 [09:47<05:05, 1.85it/s] 66%|██████▌ | 1085/1650 [09:48<05:04, 1.86it/s] 66%|██████▌ | 1086/1650 [09:48<05:04, 1.85it/s] 66%|██████▌ | 1087/1650 [09:49<05:03, 1.85it/s] 66%|██████▌ | 1088/1650 [09:49<05:03, 1.85it/s] 66%|██████▌ | 1089/1650 [09:50<05:02, 1.86it/s] 66%|██████▌ | 1090/1650 [09:50<05:01, 1.86it/s] 66%|██████▌ | 1091/1650 [09:51<05:01, 1.86it/s] 66%|██████▌ | 1092/1650 [09:51<05:00, 1.85it/s] 66%|██████▌ | 1093/1650 [09:52<05:00, 1.85it/s] 66%|██████▋ | 1094/1650 [09:53<05:00, 1.85it/s] 66%|██████▋ | 1095/1650 [09:53<04:59, 1.85it/s] 66%|██████▋ | 1096/1650 [09:54<04:59, 1.85it/s] 66%|██████▋ | 1097/1650 [09:54<04:59, 1.85it/s] 67%|██████▋ | 1098/1650 [09:55<04:58, 1.85it/s] 67%|██████▋ | 1099/1650 [09:55<04:58, 1.85it/s] 67%|██████▋ | 1100/1650 [09:56<04:57, 1.85it/s] 67%|██████▋ | 1101/1650 [09:56<04:56, 1.85it/s] 67%|██████▋ | 1102/1650 [09:57<04:55, 1.85it/s] 67%|██████▋ | 1103/1650 [09:57<04:55, 1.85it/s] 67%|██████▋ | 1104/1650 [09:58<04:54, 1.85it/s] 67%|██████▋ | 1105/1650 [09:58<04:53, 1.85it/s] 67%|██████▋ | 1106/1650 [09:59<04:53, 1.85it/s] 67%|██████▋ | 1107/1650 [10:00<04:52, 1.85it/s] 67%|██████▋ | 1108/1650 [10:00<04:52, 1.86it/s] 67%|██████▋ | 1109/1650 [10:01<04:51, 1.85it/s] 67%|██████▋ | 1110/1650 [10:01<04:50, 1.86it/s] 67%|██████▋ | 1111/1650 [10:02<04:50, 1.85it/s] 67%|██████▋ | 1112/1650 [10:02<04:49, 1.86it/s] 67%|██████▋ | 1113/1650 [10:03<04:49, 1.85it/s] 68%|██████▊ | 1114/1650 [10:03<04:49, 1.85it/s] 68%|██████▊ | 1115/1650 [10:04<04:48, 1.85it/s] 68%|██████▊ | 1116/1650 [10:04<04:47, 1.85it/s] 68%|██████▊ | 1117/1650 [10:05<04:47, 1.86it/s] 68%|██████▊ | 1118/1650 [10:05<04:47, 1.85it/s] 68%|██████▊ | 1119/1650 [10:06<04:46, 1.85it/s] 68%|██████▊ | 1120/1650 [10:07<04:46, 1.85it/s] 68%|██████▊ | 1121/1650 [10:07<04:45, 1.85it/s] 68%|██████▊ | 1122/1650 [10:08<04:44, 1.85it/s] 68%|██████▊ | 1123/1650 [10:08<04:43, 1.86it/s] 68%|██████▊ | 1124/1650 [10:09<04:43, 1.86it/s] 68%|██████▊ | 1125/1650 [10:09<04:44, 1.85it/s] 68%|██████▊ | 1126/1650 [10:10<04:43, 1.85it/s] 68%|██████▊ | 1127/1650 [10:10<04:42, 1.85it/s] 68%|██████▊ | 1128/1650 [10:11<04:41, 1.85it/s] 68%|██████▊ | 1129/1650 [10:11<04:40, 1.85it/s] 68%|██████▊ | 1130/1650 [10:12<04:40, 1.86it/s] 69%|██████▊ | 1131/1650 [10:12<04:39, 1.86it/s] 69%|██████▊ | 1132/1650 [10:13<04:39, 1.86it/s] 69%|██████▊ | 1133/1650 [10:14<04:39, 1.85it/s] 69%|██████▊ | 1134/1650 [10:14<04:38, 1.85it/s] 69%|██████▉ | 1135/1650 [10:15<04:38, 1.85it/s] 69%|██████▉ | 1136/1650 [10:15<04:37, 1.85it/s] 69%|██████▉ | 1137/1650 [10:16<04:36, 1.85it/s] 69%|██████▉ | 1138/1650 [10:16<04:36, 1.85it/s] 69%|██████▉ | 1139/1650 [10:17<04:35, 1.86it/s] 69%|██████▉ | 1140/1650 [10:17<04:35, 1.85it/s] 69%|██████▉ | 1141/1650 [10:18<04:34, 1.85it/s] 69%|██████▉ | 1142/1650 [10:18<04:33, 1.86it/s] 69%|██████▉ | 1143/1650 [10:19<04:33, 1.86it/s] 69%|██████▉ | 1144/1650 [10:20<04:32, 1.85it/s] 69%|██████▉ | 1145/1650 [10:20<04:32, 1.86it/s] 69%|██████▉ | 1146/1650 [10:21<04:31, 1.85it/s] 70%|██████▉ | 1147/1650 [10:21<04:31, 1.86it/s] 70%|██████▉ | 1148/1650 [10:22<04:31, 1.85it/s] 70%|██████▉ | 1149/1650 [10:22<04:30, 1.85it/s] 70%|██████▉ | 1150/1650 [10:23<04:30, 1.85it/s] 70%|██████▉ | 1151/1650 [10:23<04:29, 1.85it/s] 70%|██████▉ | 1152/1650 [10:24<04:28, 1.85it/s] 70%|██████▉ | 1153/1650 [10:24<04:28, 1.85it/s] 70%|██████▉ | 1154/1650 [10:25<04:27, 1.85it/s] 70%|███████ | 1155/1650 [10:25<04:27, 1.85it/s] 70%|███████ | 1156/1650 [10:26<04:27, 1.85it/s] 70%|███████ | 1157/1650 [10:27<04:26, 1.85it/s] 70%|███████ | 1158/1650 [10:27<04:25, 1.85it/s] 70%|███████ | 1159/1650 [10:28<04:24, 1.86it/s] 70%|███████ | 1160/1650 [10:28<04:24, 1.85it/s] 70%|███████ | 1161/1650 [10:29<04:24, 1.85it/s] 70%|███████ | 1162/1650 [10:29<04:23, 1.85it/s] 70%|███████ | 1163/1650 [10:30<04:22, 1.85it/s] 71%|███████ | 1164/1650 [10:30<04:22, 1.85it/s] 71%|███████ | 1165/1650 [10:31<04:21, 1.85it/s] 71%|███████ | 1166/1650 [10:31<04:20, 1.86it/s] 71%|███████ | 1167/1650 [10:32<04:20, 1.86it/s] 71%|███████ | 1168/1650 [10:32<04:19, 1.86it/s] 71%|███████ | 1169/1650 [10:33<04:19, 1.85it/s] 71%|███████ | 1170/1650 [10:34<04:19, 1.85it/s] 71%|███████ | 1171/1650 [10:34<04:18, 1.85it/s] 71%|███████ | 1172/1650 [10:35<04:18, 1.85it/s] 71%|███████ | 1173/1650 [10:35<04:17, 1.85it/s] 71%|███████ | 1174/1650 [10:36<04:16, 1.85it/s] 71%|███████ | 1175/1650 [10:36<04:16, 1.85it/s] 71%|███████▏ | 1176/1650 [10:37<04:15, 1.85it/s] 71%|███████▏ | 1177/1650 [10:37<04:15, 1.85it/s] 71%|███████▏ | 1178/1650 [10:38<04:14, 1.85it/s] 71%|███████▏ | 1179/1650 [10:38<04:14, 1.85it/s] 72%|███████▏ | 1180/1650 [10:39<04:13, 1.86it/s] 72%|███████▏ | 1181/1650 [10:39<04:12, 1.86it/s] 72%|███████▏ | 1182/1650 [10:40<04:12, 1.85it/s] 72%|███████▏ | 1183/1650 [10:41<04:11, 1.85it/s] 72%|███████▏ | 1184/1650 [10:41<04:11, 1.86it/s] 72%|███████▏ | 1185/1650 [10:42<04:11, 1.85it/s] 72%|███████▏ | 1186/1650 [10:42<04:10, 1.85it/s] 72%|███████▏ | 1187/1650 [10:43<04:09, 1.85it/s] 72%|███████▏ | 1188/1650 [10:43<04:09, 1.85it/s] 72%|███████▏ | 1189/1650 [10:44<04:09, 1.85it/s] 72%|███████▏ | 1190/1650 [10:44<04:08, 1.85it/s] 72%|███████▏ | 1191/1650 [10:45<04:07, 1.85it/s] 72%|███████▏ | 1192/1650 [10:45<04:06, 1.85it/s] 72%|███████▏ | 1193/1650 [10:46<04:06, 1.86it/s] 72%|███████▏ | 1194/1650 [10:46<04:05, 1.85it/s] 72%|███████▏ | 1195/1650 [10:47<04:05, 1.86it/s] 72%|███████▏ | 1196/1650 [10:48<04:04, 1.86it/s] 73%|███████▎ | 1197/1650 [10:48<04:04, 1.86it/s] 73%|███████▎ | 1198/1650 [10:49<04:03, 1.86it/s] 73%|███████▎ | 1199/1650 [10:49<04:02, 1.86it/s] 73%|███████▎ | 1200/1650 [10:50<04:03, 1.85it/s] 73%|███████▎ | 1201/1650 [10:50<04:02, 1.85it/s] 73%|███████▎ | 1202/1650 [10:51<04:01, 1.85it/s] 73%|███████▎ | 1203/1650 [10:51<04:01, 1.85it/s] 73%|███████▎ | 1204/1650 [10:52<04:00, 1.86it/s] 73%|███████▎ | 1205/1650 [10:52<03:59, 1.86it/s] 73%|███████▎ | 1206/1650 [10:53<03:59, 1.86it/s] 73%|███████▎ | 1207/1650 [10:54<03:59, 1.85it/s] 73%|███████▎ | 1208/1650 [10:54<03:58, 1.85it/s] 73%|███████▎ | 1209/1650 [10:55<03:57, 1.85it/s] 73%|███████▎ | 1210/1650 [10:55<03:57, 1.85it/s] 73%|███████▎ | 1211/1650 [10:56<03:56, 1.86it/s] 73%|███████▎ | 1212/1650 [10:56<03:55, 1.86it/s] 74%|███████▎ | 1213/1650 [10:57<03:55, 1.86it/s] 74%|███████▎ | 1214/1650 [10:57<03:54, 1.86it/s] 74%|███████▎ | 1215/1650 [10:58<03:54, 1.86it/s] 74%|███████▎ | 1216/1650 [10:58<03:53, 1.86it/s] 74%|███████▍ | 1217/1650 [10:59<03:53, 1.86it/s] 74%|███████▍ | 1218/1650 [10:59<03:52, 1.86it/s] 74%|███████▍ | 1219/1650 [11:00<03:52, 1.86it/s] 74%|███████▍ | 1220/1650 [11:01<03:51, 1.86it/s] 74%|███████▍ | 1221/1650 [11:01<03:50, 1.86it/s] 74%|███████▍ | 1222/1650 [11:02<03:51, 1.85it/s] 74%|███████▍ | 1223/1650 [11:02<03:50, 1.85it/s] 74%|███████▍ | 1224/1650 [11:03<03:49, 1.85it/s] 74%|███████▍ | 1225/1650 [11:03<03:49, 1.85it/s] 74%|███████▍ | 1226/1650 [11:04<03:48, 1.86it/s] 74%|███████▍ | 1227/1650 [11:04<03:48, 1.85it/s] 74%|███████▍ | 1228/1650 [11:05<03:47, 1.86it/s] 74%|███████▍ | 1229/1650 [11:05<03:47, 1.85it/s] 75%|███████▍ | 1230/1650 [11:06<03:46, 1.85it/s] 75%|███████▍ | 1231/1650 [11:06<03:46, 1.85it/s] 75%|███████▍ | 1232/1650 [11:07<03:45, 1.85it/s] 75%|███████▍ | 1233/1650 [11:08<03:45, 1.85it/s] 75%|███████▍ | 1234/1650 [11:08<03:44, 1.85it/s] 75%|███████▍ | 1235/1650 [11:09<03:43, 1.85it/s] 75%|███████▍ | 1236/1650 [11:09<03:43, 1.85it/s] 75%|███████▍ | 1237/1650 [11:10<03:43, 1.85it/s] 75%|███████▌ | 1238/1650 [11:10<03:42, 1.85it/s] 75%|███████▌ | 1239/1650 [11:11<03:42, 1.85it/s] 75%|███████▌ | 1240/1650 [11:11<03:41, 1.85it/s] 75%|███████▌ | 1241/1650 [11:12<03:40, 1.85it/s] 75%|███████▌ | 1242/1650 [11:12<03:40, 1.85it/s] 75%|███████▌ | 1243/1650 [11:13<03:39, 1.86it/s] 75%|███████▌ | 1244/1650 [11:13<03:39, 1.85it/s] 75%|███████▌ | 1245/1650 [11:14<03:38, 1.85it/s] 76%|███████▌ | 1246/1650 [11:15<03:37, 1.86it/s] 76%|███████▌ | 1247/1650 [11:15<03:37, 1.85it/s] 76%|███████▌ | 1248/1650 [11:16<03:36, 1.86it/s] 76%|███████▌ | 1249/1650 [11:16<03:36, 1.85it/s] 76%|███████▌ | 1250/1650 [11:17<03:35, 1.85it/s] 76%|███████▌ | 1251/1650 [11:17<03:35, 1.85it/s] 76%|███████▌ | 1252/1650 [11:18<03:34, 1.86it/s] 76%|███████▌ | 1253/1650 [11:18<03:33, 1.86it/s] 76%|███████▌ | 1254/1650 [11:19<03:33, 1.86it/s] 76%|███████▌ | 1255/1650 [11:19<03:32, 1.86it/s] 76%|███████▌ | 1256/1650 [11:20<03:32, 1.86it/s] 76%|███████▌ | 1257/1650 [11:20<03:31, 1.86it/s] 76%|███████▌ | 1258/1650 [11:21<03:31, 1.85it/s] 76%|███████▋ | 1259/1650 [11:22<03:30, 1.85it/s] 76%|███████▋ | 1260/1650 [11:22<03:30, 1.86it/s] 76%|███████▋ | 1261/1650 [11:23<03:29, 1.86it/s] 76%|███████▋ | 1262/1650 [11:23<03:29, 1.86it/s] 77%|███████▋ | 1263/1650 [11:24<03:28, 1.86it/s] 77%|███████▋ | 1264/1650 [11:24<03:27, 1.86it/s] 77%|███████▋ | 1265/1650 [11:25<03:27, 1.86it/s] 77%|███████▋ | 1266/1650 [11:25<03:26, 1.86it/s] 77%|███████▋ | 1267/1650 [11:26<03:26, 1.86it/s] 77%|███████▋ | 1268/1650 [11:26<03:25, 1.86it/s] 77%|███████▋ | 1269/1650 [11:27<03:25, 1.85it/s] 77%|███████▋ | 1270/1650 [11:27<03:25, 1.85it/s] 77%|███████▋ | 1271/1650 [11:28<03:24, 1.85it/s] 77%|███████▋ | 1272/1650 [11:29<03:24, 1.85it/s] 77%|███████▋ | 1273/1650 [11:29<03:23, 1.85it/s] 77%|███████▋ | 1274/1650 [11:30<03:23, 1.85it/s] 77%|███████▋ | 1275/1650 [11:30<03:22, 1.85it/s] 77%|███████▋ | 1276/1650 [11:31<03:22, 1.85it/s] 77%|███████▋ | 1277/1650 [11:31<03:21, 1.85it/s] 77%|███████▋ | 1278/1650 [11:32<03:21, 1.85it/s] 78%|███████▊ | 1279/1650 [11:32<03:20, 1.85it/s] 78%|███████▊ | 1280/1650 [11:33<03:20, 1.85it/s] 78%|███████▊ | 1281/1650 [11:33<03:19, 1.85it/s] 78%|███████▊ | 1282/1650 [11:34<03:19, 1.85it/s] 78%|███████▊ | 1283/1650 [11:35<03:18, 1.85it/s] 78%|███████▊ | 1284/1650 [11:35<03:18, 1.85it/s] 78%|███████▊ | 1285/1650 [11:36<03:17, 1.85it/s] 78%|███████▊ | 1286/1650 [11:36<03:16, 1.85it/s] 78%|███████▊ | 1287/1650 [11:37<03:16, 1.85it/s] 78%|███████▊ | 1288/1650 [11:37<03:15, 1.85it/s] 78%|███████▊ | 1289/1650 [11:38<03:15, 1.85it/s] 78%|███████▊ | 1290/1650 [11:38<03:14, 1.85it/s] 78%|███████▊ | 1291/1650 [11:39<03:14, 1.85it/s] 78%|███████▊ | 1292/1650 [11:39<03:13, 1.85it/s] 78%|███████▊ | 1293/1650 [11:40<03:13, 1.85it/s] 78%|███████▊ | 1294/1650 [11:40<03:12, 1.85it/s] 78%|███████▊ | 1295/1650 [11:41<03:11, 1.85it/s] 79%|███████▊ | 1296/1650 [11:42<03:12, 1.84it/s] 79%|███████▊ | 1297/1650 [11:42<03:11, 1.84it/s] 79%|███████▊ | 1298/1650 [11:43<03:10, 1.84it/s] 79%|███████▊ | 1299/1650 [11:43<03:10, 1.84it/s] 79%|███████▉ | 1300/1650 [11:44<03:09, 1.84it/s] 79%|███████▉ | 1301/1650 [11:44<03:09, 1.85it/s] 79%|███████▉ | 1302/1650 [11:45<03:08, 1.85it/s] 79%|███████▉ | 1303/1650 [11:45<03:07, 1.85it/s] 79%|███████▉ | 1304/1650 [11:46<03:07, 1.85it/s] 79%|███████▉ | 1305/1650 [11:46<03:06, 1.85it/s] 79%|███████▉ | 1306/1650 [11:47<03:05, 1.85it/s] 79%|███████▉ | 1307/1650 [11:47<03:05, 1.85it/s] 79%|███████▉ | 1308/1650 [11:48<03:04, 1.85it/s] 79%|███████▉ | 1309/1650 [11:49<03:03, 1.85it/s] 79%|███████▉ | 1310/1650 [11:49<03:03, 1.85it/s] 79%|███████▉ | 1311/1650 [11:50<03:02, 1.85it/s] 80%|███████▉ | 1312/1650 [11:50<03:02, 1.85it/s] 80%|███████▉ | 1313/1650 [11:51<03:01, 1.85it/s] 80%|███████▉ | 1314/1650 [11:51<03:01, 1.85it/s] 80%|███████▉ | 1315/1650 [11:52<03:01, 1.85it/s] 80%|███████▉ | 1316/1650 [11:52<03:00, 1.85it/s] 80%|███████▉ | 1317/1650 [11:53<03:00, 1.85it/s] 80%|███████▉ | 1318/1650 [11:53<02:59, 1.84it/s] 80%|███████▉ | 1319/1650 [11:54<02:59, 1.85it/s] 80%|████████ | 1320/1650 [11:55<02:58, 1.85it/s] 80%|████████ | 1321/1650 [11:55<02:57, 1.85it/s] 80%|████████ | 1322/1650 [11:56<02:56, 1.85it/s] 80%|████████ | 1323/1650 [11:56<02:56, 1.85it/s] 80%|████████ | 1324/1650 [11:57<02:55, 1.85it/s] 80%|████████ | 1325/1650 [11:57<02:55, 1.85it/s] 80%|████████ | 1326/1650 [11:58<02:55, 1.85it/s] 80%|████████ | 1327/1650 [11:58<02:54, 1.85it/s] 80%|████████ | 1328/1650 [11:59<02:53, 1.85it/s] 81%|████████ | 1329/1650 [11:59<02:53, 1.85it/s] 81%|████████ | 1330/1650 [12:00<02:52, 1.86it/s] 81%|████████ | 1331/1650 [12:00<02:51, 1.85it/s] 81%|████████ | 1332/1650 [12:01<02:51, 1.85it/s] 81%|████████ | 1333/1650 [12:02<02:51, 1.85it/s] 81%|████████ | 1334/1650 [12:02<02:51, 1.85it/s] 81%|████████ | 1335/1650 [12:03<02:50, 1.85it/s] 81%|████████ | 1336/1650 [12:03<02:49, 1.85it/s] 81%|████████ | 1337/1650 [12:04<02:49, 1.85it/s] 81%|████████ | 1338/1650 [12:04<02:48, 1.85it/s] 81%|████████ | 1339/1650 [12:05<02:48, 1.85it/s] 81%|████████ | 1340/1650 [12:05<02:47, 1.85it/s] 81%|████████▏ | 1341/1650 [12:06<02:47, 1.85it/s] 81%|████████▏ | 1342/1650 [12:06<02:46, 1.85it/s] 81%|████████▏ | 1343/1650 [12:07<02:45, 1.85it/s] 81%|████████▏ | 1344/1650 [12:07<02:45, 1.85it/s] 82%|████████▏ | 1345/1650 [12:08<02:44, 1.85it/s] 82%|████████▏ | 1346/1650 [12:09<02:44, 1.85it/s] 82%|████████▏ | 1347/1650 [12:09<02:43, 1.85it/s] 82%|████████▏ | 1348/1650 [12:10<02:42, 1.85it/s] 82%|████████▏ | 1349/1650 [12:10<02:42, 1.85it/s] 82%|████████▏ | 1350/1650 [12:11<02:41, 1.85it/s] 82%|████████▏ | 1351/1650 [12:11<02:41, 1.85it/s] 82%|████████▏ | 1352/1650 [12:12<02:40, 1.85it/s] 82%|████████▏ | 1353/1650 [12:12<02:40, 1.85it/s] 82%|████████▏ | 1354/1650 [12:13<02:39, 1.85it/s] 82%|████████▏ | 1355/1650 [12:13<02:39, 1.85it/s] 82%|████████▏ | 1356/1650 [12:14<02:38, 1.85it/s] 82%|████████▏ | 1357/1650 [12:14<02:38, 1.85it/s] 82%|████████▏ | 1358/1650 [12:15<02:37, 1.85it/s] 82%|████████▏ | 1359/1650 [12:16<02:36, 1.86it/s] 82%|████████▏ | 1360/1650 [12:16<02:36, 1.85it/s] 82%|████████▏ | 1361/1650 [12:17<02:35, 1.85it/s] 83%|████████▎ | 1362/1650 [12:17<02:35, 1.85it/s] 83%|████████▎ | 1363/1650 [12:18<02:35, 1.85it/s] 83%|████████▎ | 1364/1650 [12:18<02:34, 1.85it/s] 83%|████████▎ | 1365/1650 [12:19<02:34, 1.85it/s] 83%|████████▎ | 1366/1650 [12:19<02:33, 1.85it/s] 83%|████████▎ | 1367/1650 [12:20<02:32, 1.85it/s] 83%|████████▎ | 1368/1650 [12:20<02:32, 1.85it/s] 83%|████████▎ | 1369/1650 [12:21<02:31, 1.85it/s] 83%|████████▎ | 1370/1650 [12:22<02:31, 1.85it/s] 83%|████████▎ | 1371/1650 [12:22<02:30, 1.85it/s] 83%|████████▎ | 1372/1650 [12:23<02:30, 1.85it/s] 83%|████████▎ | 1373/1650 [12:23<02:29, 1.85it/s] 83%|████████▎ | 1374/1650 [12:24<02:29, 1.85it/s] 83%|████████▎ | 1375/1650 [12:24<02:28, 1.85it/s] 83%|████████▎ | 1376/1650 [12:25<02:27, 1.85it/s] 83%|████████▎ | 1377/1650 [12:25<02:27, 1.86it/s] 84%|████████▎ | 1378/1650 [12:26<02:26, 1.86it/s] 84%|████████▎ | 1379/1650 [12:26<02:26, 1.85it/s] 84%|████████▎ | 1380/1650 [12:27<02:25, 1.85it/s] 84%|████████▎ | 1381/1650 [12:27<02:25, 1.85it/s] 84%|████████▍ | 1382/1650 [12:28<02:25, 1.85it/s] 84%|████████▍ | 1383/1650 [12:29<02:24, 1.85it/s] 84%|████████▍ | 1384/1650 [12:29<02:23, 1.85it/s] 84%|████████▍ | 1385/1650 [12:30<02:23, 1.85it/s] 84%|████████▍ | 1386/1650 [12:30<02:22, 1.85it/s] 84%|████████▍ | 1387/1650 [12:31<02:21, 1.86it/s] 84%|████████▍ | 1388/1650 [12:31<02:21, 1.85it/s] 84%|████████▍ | 1389/1650 [12:32<02:20, 1.85it/s] 84%|████████▍ | 1390/1650 [12:32<02:20, 1.85it/s] 84%|████████▍ | 1391/1650 [12:33<02:19, 1.85it/s] 84%|████████▍ | 1392/1650 [12:33<02:19, 1.85it/s] 84%|████████▍ | 1393/1650 [12:34<02:18, 1.85it/s] 84%|████████▍ | 1394/1650 [12:34<02:18, 1.85it/s] 85%|████████▍ | 1395/1650 [12:35<02:17, 1.85it/s] 85%|████████▍ | 1396/1650 [12:36<02:17, 1.85it/s] 85%|████████▍ | 1397/1650 [12:36<02:16, 1.85it/s] 85%|████████▍ | 1398/1650 [12:37<02:16, 1.85it/s] 85%|████████▍ | 1399/1650 [12:37<02:15, 1.85it/s] 85%|████████▍ | 1400/1650 [12:38<02:14, 1.85it/s] 85%|████████▍ | 1401/1650 [12:38<02:14, 1.86it/s] 85%|████████▍ | 1402/1650 [12:39<02:13, 1.85it/s] 85%|████████▌ | 1403/1650 [12:39<02:13, 1.85it/s] 85%|████████▌ | 1404/1650 [12:40<02:12, 1.85it/s] 85%|████████▌ | 1405/1650 [12:40<02:12, 1.86it/s] 85%|████████▌ | 1406/1650 [12:41<02:11, 1.86it/s] 85%|████████▌ | 1407/1650 [12:41<02:11, 1.85it/s] 85%|████████▌ | 1408/1650 [12:42<02:10, 1.85it/s] 85%|████████▌ | 1409/1650 [12:43<02:10, 1.85it/s] 85%|████████▌ | 1410/1650 [12:43<02:09, 1.85it/s] 86%|████████▌ | 1411/1650 [12:44<02:08, 1.86it/s] 86%|████████▌ | 1412/1650 [12:44<02:08, 1.86it/s] 86%|████████▌ | 1413/1650 [12:45<02:07, 1.86it/s] 86%|████████▌ | 1414/1650 [12:45<02:07, 1.85it/s] 86%|████████▌ | 1415/1650 [12:46<02:06, 1.85it/s] 86%|████████▌ | 1416/1650 [12:46<02:06, 1.85it/s] 86%|████████▌ | 1417/1650 [12:47<02:05, 1.85it/s] 86%|████████▌ | 1418/1650 [12:47<02:05, 1.84it/s] 86%|████████▌ | 1419/1650 [12:48<02:05, 1.85it/s] 86%|████████▌ | 1420/1650 [12:49<02:05, 1.84it/s] 86%|████████▌ | 1421/1650 [12:49<02:04, 1.84it/s] 86%|████████▌ | 1422/1650 [12:50<02:03, 1.84it/s] 86%|████████▌ | 1423/1650 [12:50<02:03, 1.84it/s] 86%|████████▋ | 1424/1650 [12:51<02:02, 1.84it/s] 86%|████████▋ | 1425/1650 [12:51<02:02, 1.84it/s] 86%|████████▋ | 1426/1650 [12:52<02:01, 1.85it/s] 86%|████████▋ | 1427/1650 [12:52<02:00, 1.85it/s] 87%|████████▋ | 1428/1650 [12:53<02:00, 1.85it/s] 87%|████████▋ | 1429/1650 [12:53<01:59, 1.84it/s] 87%|████████▋ | 1430/1650 [12:54<01:59, 1.85it/s] 87%|████████▋ | 1431/1650 [12:54<01:58, 1.85it/s] 87%|████████▋ | 1432/1650 [12:55<01:58, 1.85it/s] 87%|████████▋ | 1433/1650 [12:56<01:57, 1.84it/s] 87%|████████▋ | 1434/1650 [12:56<01:57, 1.84it/s] 87%|████████▋ | 1435/1650 [12:57<01:56, 1.84it/s] 87%|████████▋ | 1436/1650 [12:57<01:56, 1.84it/s] 87%|████████▋ | 1437/1650 [12:58<01:56, 1.83it/s] 87%|████████▋ | 1438/1650 [12:58<01:55, 1.84it/s] 87%|████████▋ | 1439/1650 [12:59<01:54, 1.84it/s] 87%|████████▋ | 1440/1650 [12:59<01:54, 1.84it/s] 87%|████████▋ | 1441/1650 [13:00<01:53, 1.84it/s] 87%|████████▋ | 1442/1650 [13:00<01:52, 1.85it/s] 87%|████████▋ | 1443/1650 [13:01<01:51, 1.85it/s] 88%|████████▊ | 1444/1650 [13:02<01:51, 1.85it/s] 88%|████████▊ | 1445/1650 [13:02<01:50, 1.85it/s] 88%|████████▊ | 1446/1650 [13:03<01:50, 1.84it/s] 88%|████████▊ | 1447/1650 [13:03<01:49, 1.85it/s] 88%|████████▊ | 1448/1650 [13:04<01:49, 1.85it/s] 88%|████████▊ | 1449/1650 [13:04<01:48, 1.85it/s] 88%|████████▊ | 1450/1650 [13:05<01:48, 1.85it/s] 88%|████████▊ | 1451/1650 [13:05<01:47, 1.84it/s] 88%|████████▊ | 1452/1650 [13:06<01:47, 1.84it/s] 88%|████████▊ | 1453/1650 [13:06<01:46, 1.84it/s] 88%|████████▊ | 1454/1650 [13:07<01:46, 1.84it/s] 88%|████████▊ | 1455/1650 [13:08<01:45, 1.84it/s] 88%|████████▊ | 1456/1650 [13:08<01:45, 1.85it/s] 88%|████████▊ | 1457/1650 [13:09<01:44, 1.84it/s] 88%|████████▊ | 1458/1650 [13:09<01:44, 1.84it/s] 88%|████████▊ | 1459/1650 [13:10<01:43, 1.84it/s] 88%|████████▊ | 1460/1650 [13:10<01:42, 1.85it/s] 89%|████████▊ | 1461/1650 [13:11<01:42, 1.85it/s] 89%|████████▊ | 1462/1650 [13:11<01:41, 1.85it/s] 89%|████████▊ | 1463/1650 [13:12<01:41, 1.84it/s] 89%|████████▊ | 1464/1650 [13:12<01:41, 1.84it/s] 89%|████████▉ | 1465/1650 [13:13<01:40, 1.84it/s] 89%|████████▉ | 1466/1650 [13:13<01:40, 1.84it/s] 89%|████████▉ | 1467/1650 [13:14<01:39, 1.84it/s] 89%|████████▉ | 1468/1650 [13:15<01:38, 1.84it/s] 89%|████████▉ | 1469/1650 [13:15<01:38, 1.84it/s] 89%|████████▉ | 1470/1650 [13:16<01:37, 1.84it/s] 89%|████████▉ | 1471/1650 [13:16<01:37, 1.84it/s] 89%|████████▉ | 1472/1650 [13:17<01:36, 1.84it/s] 89%|████████▉ | 1473/1650 [13:17<01:36, 1.84it/s] 89%|████████▉ | 1474/1650 [13:18<01:35, 1.84it/s] 89%|████████▉ | 1475/1650 [13:18<01:34, 1.84it/s] 89%|████████▉ | 1476/1650 [13:19<01:34, 1.84it/s] 90%|████████▉ | 1477/1650 [13:19<01:33, 1.84it/s] 90%|████████▉ | 1478/1650 [13:20<01:33, 1.84it/s] 90%|████████▉ | 1479/1650 [13:21<01:32, 1.85it/s] 90%|████████▉ | 1480/1650 [13:21<01:32, 1.84it/s] 90%|████████▉ | 1481/1650 [13:22<01:31, 1.84it/s] 90%|████████▉ | 1482/1650 [13:22<01:31, 1.84it/s] 90%|████████▉ | 1483/1650 [13:23<01:30, 1.84it/s] 90%|████████▉ | 1484/1650 [13:23<01:30, 1.84it/s] 90%|█████████ | 1485/1650 [13:24<01:29, 1.83it/s] 90%|█████████ | 1486/1650 [13:24<01:29, 1.83it/s] 90%|█████████ | 1487/1650 [13:25<01:28, 1.84it/s] 90%|█████████ | 1488/1650 [13:25<01:28, 1.84it/s] 90%|█████████ | 1489/1650 [13:26<01:27, 1.84it/s] 90%|█████████ | 1490/1650 [13:27<01:27, 1.84it/s] 90%|█████████ | 1491/1650 [13:27<01:26, 1.84it/s] 90%|█████████ | 1492/1650 [13:28<01:25, 1.84it/s] 90%|█████████ | 1493/1650 [13:28<01:25, 1.85it/s] 91%|█████████ | 1494/1650 [13:29<01:24, 1.84it/s] 91%|█████████ | 1495/1650 [13:29<01:24, 1.84it/s] 91%|█████████ | 1496/1650 [13:30<01:23, 1.85it/s] 91%|█████████ | 1497/1650 [13:30<01:23, 1.84it/s] 91%|█████████ | 1498/1650 [13:31<01:22, 1.85it/s] 91%|█████████ | 1499/1650 [13:31<01:22, 1.84it/s] 91%|█████████ | 1500/1650 [13:32<01:21, 1.84it/s] {'loss': 0.5, 'learning_rate': 2.7272727272727272e-06, 'epoch': 1.82} | |
| 91%|█████████ | 1500/1650 [13:32<01:21, 1.84it/s] 91%|█████████ | 1501/1650 [13:32<01:20, 1.84it/s] 91%|█████████ | 1502/1650 [13:33<01:20, 1.84it/s] 91%|█████████ | 1503/1650 [13:34<01:19, 1.84it/s] 91%|█████████ | 1504/1650 [13:34<01:19, 1.84it/s] 91%|█████████ | 1505/1650 [13:35<01:18, 1.84it/s] 91%|█████████▏| 1506/1650 [13:35<01:18, 1.84it/s] 91%|█████████▏| 1507/1650 [13:36<01:17, 1.84it/s] 91%|█████████▏| 1508/1650 [13:36<01:17, 1.84it/s] 91%|█████████▏| 1509/1650 [13:37<01:16, 1.83it/s] 92%|█████████▏| 1510/1650 [13:37<01:16, 1.83it/s] 92%|█████████▏| 1511/1650 [13:38<01:15, 1.83it/s] 92%|█████████▏| 1512/1650 [13:38<01:15, 1.83it/s] 92%|█████████▏| 1513/1650 [13:39<01:14, 1.84it/s] 92%|█████████▏| 1514/1650 [13:40<01:13, 1.84it/s] 92%|█████████▏| 1515/1650 [13:40<01:13, 1.85it/s] 92%|█████████▏| 1516/1650 [13:41<01:12, 1.85it/s] 92%|█████████▏| 1517/1650 [13:41<01:12, 1.85it/s] 92%|█████████▏| 1518/1650 [13:42<01:11, 1.85it/s] 92%|█████████▏| 1519/1650 [13:42<01:10, 1.85it/s] 92%|█████████▏| 1520/1650 [13:43<01:10, 1.85it/s] 92%|█████████▏| 1521/1650 [13:43<01:09, 1.85it/s] 92%|█████████▏| 1522/1650 [13:44<01:09, 1.85it/s] 92%|█████████▏| 1523/1650 [13:44<01:08, 1.85it/s] 92%|█████████▏| 1524/1650 [13:45<01:08, 1.85it/s] 92%|█████████▏| 1525/1650 [13:46<01:07, 1.85it/s] 92%|█████████▏| 1526/1650 [13:46<01:07, 1.85it/s] 93%|█████████▎| 1527/1650 [13:47<01:06, 1.85it/s] 93%|█████████▎| 1528/1650 [13:47<01:05, 1.85it/s] 93%|█████████▎| 1529/1650 [13:48<01:05, 1.85it/s] 93%|█████████▎| 1530/1650 [13:48<01:04, 1.85it/s] 93%|█████████▎| 1531/1650 [13:49<01:04, 1.85it/s] 93%|█████████▎| 1532/1650 [13:49<01:03, 1.85it/s] 93%|█████████▎| 1533/1650 [13:50<01:03, 1.84it/s] 93%|█████████▎| 1534/1650 [13:50<01:02, 1.85it/s] 93%|█████████▎| 1535/1650 [13:51<01:02, 1.84it/s] 93%|█████████▎| 1536/1650 [13:51<01:01, 1.85it/s] 93%|█████████▎| 1537/1650 [13:52<01:01, 1.84it/s] 93%|█████████▎| 1538/1650 [13:53<01:00, 1.84it/s] 93%|█████████▎| 1539/1650 [13:53<01:00, 1.84it/s] 93%|█████████▎| 1540/1650 [13:54<00:59, 1.85it/s] 93%|█████████▎| 1541/1650 [13:54<00:58, 1.85it/s] 93%|█████████▎| 1542/1650 [13:55<00:58, 1.85it/s] 94%|█████████▎| 1543/1650 [13:55<00:57, 1.85it/s] 94%|█████████▎| 1544/1650 [13:56<00:57, 1.85it/s] 94%|█████████▎| 1545/1650 [13:56<00:56, 1.85it/s] 94%|█████████▎| 1546/1650 [13:57<00:56, 1.85it/s] 94%|█████████▍| 1547/1650 [13:57<00:55, 1.85it/s] 94%|█████████▍| 1548/1650 [13:58<00:55, 1.85it/s] 94%|█████████▍| 1549/1650 [13:58<00:54, 1.85it/s] 94%|█████████▍| 1550/1650 [13:59<00:54, 1.85it/s] 94%|█████████▍| 1551/1650 [14:00<00:53, 1.85it/s] 94%|█████████▍| 1552/1650 [14:00<00:53, 1.85it/s] 94%|█████████▍| 1553/1650 [14:01<00:52, 1.85it/s] 94%|█████████▍| 1554/1650 [14:01<00:52, 1.85it/s] 94%|█████████▍| 1555/1650 [14:02<00:51, 1.85it/s] 94%|█████████▍| 1556/1650 [14:02<00:51, 1.84it/s] 94%|█████████▍| 1557/1650 [14:03<00:50, 1.85it/s] 94%|█████████▍| 1558/1650 [14:03<00:49, 1.85it/s] 94%|█████████▍| 1559/1650 [14:04<00:49, 1.85it/s] 95%|█████████▍| 1560/1650 [14:04<00:48, 1.85it/s] 95%|█████████▍| 1561/1650 [14:05<00:48, 1.85it/s] 95%|█████████▍| 1562/1650 [14:06<00:47, 1.85it/s] 95%|█████████▍| 1563/1650 [14:06<00:46, 1.85it/s] 95%|█████████▍| 1564/1650 [14:07<00:46, 1.85it/s] 95%|█████████▍| 1565/1650 [14:07<00:46, 1.85it/s] 95%|█████████▍| 1566/1650 [14:08<00:45, 1.85it/s] 95%|█████████▍| 1567/1650 [14:08<00:44, 1.85it/s] 95%|█████████▌| 1568/1650 [14:09<00:44, 1.85it/s] 95%|█████████▌| 1569/1650 [14:09<00:43, 1.85it/s] 95%|█████████▌| 1570/1650 [14:10<00:43, 1.85it/s] 95%|█████████▌| 1571/1650 [14:10<00:42, 1.85it/s] 95%|█████████▌| 1572/1650 [14:11<00:42, 1.85it/s] 95%|█████████▌| 1573/1650 [14:11<00:41, 1.85it/s] 95%|█████████▌| 1574/1650 [14:12<00:41, 1.85it/s] 95%|█████████▌| 1575/1650 [14:13<00:40, 1.85it/s] 96%|█████████▌| 1576/1650 [14:13<00:40, 1.85it/s] 96%|█████████▌| 1577/1650 [14:14<00:39, 1.85it/s] 96%|█████████▌| 1578/1650 [14:14<00:38, 1.85it/s] 96%|█████████▌| 1579/1650 [14:15<00:38, 1.85it/s] 96%|█████████▌| 1580/1650 [14:15<00:37, 1.85it/s] 96%|█████████▌| 1581/1650 [14:16<00:37, 1.85it/s] 96%|█████████▌| 1582/1650 [14:16<00:36, 1.84it/s] 96%|█████████▌| 1583/1650 [14:17<00:36, 1.84it/s] 96%|█████████▌| 1584/1650 [14:17<00:35, 1.84it/s] 96%|█████████▌| 1585/1650 [14:18<00:35, 1.85it/s] 96%|█████████▌| 1586/1650 [14:19<00:34, 1.84it/s] 96%|█████████▌| 1587/1650 [14:19<00:34, 1.85it/s] 96%|█████████▌| 1588/1650 [14:20<00:33, 1.84it/s] 96%|█████████▋| 1589/1650 [14:20<00:33, 1.84it/s] 96%|█████████▋| 1590/1650 [14:21<00:32, 1.84it/s] 96%|█████████▋| 1591/1650 [14:21<00:32, 1.84it/s] 96%|█████████▋| 1592/1650 [14:22<00:31, 1.84it/s] 97%|█████████▋| 1593/1650 [14:22<00:30, 1.84it/s] 97%|█████████▋| 1594/1650 [14:23<00:30, 1.85it/s] 97%|█████████▋| 1595/1650 [14:23<00:29, 1.84it/s] 97%|█████████▋| 1596/1650 [14:24<00:29, 1.84it/s] 97%|█████████▋| 1597/1650 [14:24<00:28, 1.85it/s] 97%|█████████▋| 1598/1650 [14:25<00:28, 1.85it/s] 97%|█████████▋| 1599/1650 [14:26<00:27, 1.84it/s] 97%|█████████▋| 1600/1650 [14:26<00:27, 1.85it/s] 97%|█████████▋| 1601/1650 [14:27<00:26, 1.84it/s] 97%|█████████▋| 1602/1650 [14:27<00:26, 1.84it/s] 97%|█████████▋| 1603/1650 [14:28<00:25, 1.84it/s] 97%|█████████▋| 1604/1650 [14:28<00:24, 1.85it/s] 97%|█████████▋| 1605/1650 [14:29<00:24, 1.84it/s] 97%|█████████▋| 1606/1650 [14:29<00:23, 1.84it/s] 97%|█████████▋| 1607/1650 [14:30<00:23, 1.84it/s] 97%|█████████▋| 1608/1650 [14:30<00:22, 1.85it/s] 98%|█████████▊| 1609/1650 [14:31<00:22, 1.84it/s] 98%|█████████▊| 1610/1650 [14:32<00:21, 1.85it/s] 98%|█████████▊| 1611/1650 [14:32<00:21, 1.84it/s] 98%|█████████▊| 1612/1650 [14:33<00:20, 1.85it/s] 98%|█████████▊| 1613/1650 [14:33<00:20, 1.84it/s] 98%|█████████▊| 1614/1650 [14:34<00:19, 1.85it/s] 98%|█████████▊| 1615/1650 [14:34<00:18, 1.85it/s] 98%|█████████▊| 1616/1650 [14:35<00:18, 1.85it/s] 98%|█████████▊| 1617/1650 [14:35<00:17, 1.85it/s] 98%|█████████▊| 1618/1650 [14:36<00:17, 1.85it/s] 98%|█████████▊| 1619/1650 [14:36<00:16, 1.85it/s] 98%|█████████▊| 1620/1650 [14:37<00:16, 1.85it/s] 98%|█████████▊| 1621/1650 [14:37<00:15, 1.84it/s] 98%|█████████▊| 1622/1650 [14:38<00:15, 1.85it/s] 98%|█████████▊| 1623/1650 [14:39<00:14, 1.84it/s] 98%|█████████▊| 1624/1650 [14:39<00:14, 1.84it/s] 98%|█████████▊| 1625/1650 [14:40<00:13, 1.85it/s] 99%|█████████▊| 1626/1650 [14:40<00:12, 1.85it/s] 99%|█████████▊| 1627/1650 [14:41<00:12, 1.85it/s] 99%|█████████▊| 1628/1650 [14:41<00:11, 1.85it/s] 99%|█████████▊| 1629/1650 [14:42<00:11, 1.85it/s] 99%|█████████▉| 1630/1650 [14:42<00:10, 1.85it/s] 99%|█████████▉| 1631/1650 [14:43<00:10, 1.85it/s] 99%|█████████▉| 1632/1650 [14:43<00:09, 1.85it/s] 99%|█████████▉| 1633/1650 [14:44<00:09, 1.86it/s] 99%|█████████▉| 1634/1650 [14:45<00:08, 1.85it/s] 99%|█████████▉| 1635/1650 [14:45<00:08, 1.84it/s] 99%|█████████▉| 1636/1650 [14:46<00:07, 1.85it/s] 99%|█████████▉| 1637/1650 [14:46<00:07, 1.85it/s] 99%|█████████▉| 1638/1650 [14:47<00:06, 1.85it/s] 99%|█████████▉| 1639/1650 [14:47<00:05, 1.85it/s] 99%|█████████▉| 1640/1650 [14:48<00:05, 1.85it/s] 99%|█████████▉| 1641/1650 [14:48<00:04, 1.85it/s] 100%|█████████▉| 1642/1650 [14:49<00:04, 1.85it/s] 100%|█████████▉| 1643/1650 [14:49<00:03, 1.85it/s] 100%|█████████▉| 1644/1650 [14:50<00:03, 1.85it/s] 100%|█████████▉| 1645/1650 [14:50<00:02, 1.85it/s] 100%|█████████▉| 1646/1650 [14:51<00:02, 1.85it/s] 100%|█████████▉| 1647/1650 [14:52<00:01, 1.85it/s] 100%|█████████▉| 1648/1650 [14:52<00:01, 1.85it/s] 100%|█████████▉| 1649/1650 [14:53<00:00, 1.85it/s] 100%|██████████| 1650/1650 [14:53<00:00, 1.84it/s][INFO|trainer.py:1761] 2022-07-13 17:47:45,832 >> | |
| Training completed. Do not forget to share your model on huggingface.co/models =) | |
| {'train_runtime': 893.6642, 'train_samples_per_second': 3.693, 'train_steps_per_second': 1.846, 'train_loss': 0.9066677579012784, 'epoch': 2.0} | |
| 100%|██████████| 1650/1650 [14:53<00:00, 1.84it/s] 100%|██████████| 1650/1650 [14:53<00:00, 1.85it/s] | |
| [INFO|trainer.py:2503] 2022-07-13 17:47:45,833 >> Saving model checkpoint to ../results/phrase_sense_disambiguation//qa/allenai/longformer-base-4096-20K-2K/finetuned | |
| [INFO|configuration_utils.py:446] 2022-07-13 17:47:45,834 >> Configuration saved in ../results/phrase_sense_disambiguation//qa/allenai/longformer-base-4096-20K-2K/finetuned/config.json | |
| [INFO|modeling_utils.py:1660] 2022-07-13 17:47:46,557 >> Model weights saved in ../results/phrase_sense_disambiguation//qa/allenai/longformer-base-4096-20K-2K/finetuned/pytorch_model.bin | |
| [INFO|tokenization_utils_base.py:2123] 2022-07-13 17:47:46,558 >> tokenizer config file saved in ../results/phrase_sense_disambiguation//qa/allenai/longformer-base-4096-20K-2K/finetuned/tokenizer_config.json | |
| [INFO|tokenization_utils_base.py:2130] 2022-07-13 17:47:46,558 >> Special tokens file saved in ../results/phrase_sense_disambiguation//qa/allenai/longformer-base-4096-20K-2K/finetuned/special_tokens_map.json | |
| ***** train metrics ***** | |
| epoch = 2.0 | |
| train_loss = 0.9067 | |
| train_runtime = 0:14:53.66 | |
| train_samples = 1650 | |
| train_samples_per_second = 3.693 | |
| train_steps_per_second = 1.846 | |
| 07/13/2022 17:47:46 - INFO - __main__ - *** Evaluate *** | |
| [INFO|trainer.py:661] 2022-07-13 17:47:46,637 >> The following columns in the evaluation set don't have a corresponding argument in `LongformerForQuestionAnswering.forward` and have been ignored: offset_mapping, example_id. If offset_mapping, example_id are not expected by `LongformerForQuestionAnswering.forward`, you can safely ignore this message. | |
| [INFO|trainer.py:2753] 2022-07-13 17:47:46,639 >> ***** Running Evaluation ***** | |
| [INFO|trainer.py:2755] 2022-07-13 17:47:46,639 >> Num examples = 500 | |
| [INFO|trainer.py:2758] 2022-07-13 17:47:46,639 >> Batch size = 2 | |
| 0%| | 0/250 [00:00<?, ?it/s] 1%| | 2/250 [00:00<00:15, 16.14it/s] 2%|▏ | 4/250 [00:00<00:24, 10.19it/s] 2%|▏ | 6/250 [00:00<00:26, 9.10it/s] 3%|▎ | 7/250 [00:00<00:27, 8.83it/s] 3%|▎ | 8/250 [00:00<00:28, 8.62it/s] 4%|▎ | 9/250 [00:00<00:28, 8.47it/s] 4%|▍ | 10/250 [00:01<00:28, 8.36it/s] 4%|▍ | 11/250 [00:01<00:28, 8.29it/s] 5%|▍ | 12/250 [00:01<00:28, 8.23it/s] 5%|▌ | 13/250 [00:01<00:28, 8.18it/s] 6%|▌ | 14/250 [00:01<00:28, 8.15it/s] 6%|▌ | 15/250 [00:01<00:28, 8.14it/s] 6%|▋ | 16/250 [00:01<00:28, 8.10it/s] 7%|▋ | 17/250 [00:01<00:28, 8.09it/s] 7%|▋ | 18/250 [00:02<00:28, 8.09it/s] 8%|▊ | 19/250 [00:02<00:28, 8.08it/s] 8%|▊ | 20/250 [00:02<00:28, 8.09it/s] 8%|▊ | 21/250 [00:02<00:28, 8.09it/s] 9%|▉ | 22/250 [00:02<00:28, 8.09it/s] 9%|▉ | 23/250 [00:02<00:28, 8.09it/s] 10%|▉ | 24/250 [00:02<00:27, 8.08it/s] 10%|█ | 25/250 [00:02<00:27, 8.09it/s] 10%|█ | 26/250 [00:03<00:27, 8.09it/s] 11%|█ | 27/250 [00:03<00:27, 8.10it/s] 11%|█ | 28/250 [00:03<00:27, 8.10it/s] 12%|█▏ | 29/250 [00:03<00:27, 8.10it/s] 12%|█▏ | 30/250 [00:03<00:27, 8.10it/s] 12%|█▏ | 31/250 [00:03<00:27, 8.09it/s] 13%|█▎ | 32/250 [00:03<00:26, 8.09it/s] 13%|█▎ | 33/250 [00:03<00:26, 8.10it/s] 14%|█▎ | 34/250 [00:04<00:26, 8.10it/s] 14%|█▍ | 35/250 [00:04<00:26, 8.10it/s] 14%|█▍ | 36/250 [00:04<00:26, 8.10it/s] 15%|█▍ | 37/250 [00:04<00:26, 8.06it/s] 15%|█▌ | 38/250 [00:04<00:26, 8.06it/s] 16%|█▌ | 39/250 [00:04<00:26, 8.07it/s] 16%|█▌ | 40/250 [00:04<00:25, 8.08it/s] 16%|█▋ | 41/250 [00:04<00:25, 8.08it/s] 17%|█▋ | 42/250 [00:05<00:25, 8.09it/s] 17%|█▋ | 43/250 [00:05<00:25, 8.09it/s] 18%|█▊ | 44/250 [00:05<00:25, 8.09it/s] 18%|█▊ | 45/250 [00:05<00:25, 8.09it/s] 18%|█▊ | 46/250 [00:05<00:25, 8.09it/s] 19%|█▉ | 47/250 [00:05<00:25, 8.09it/s] 19%|█▉ | 48/250 [00:05<00:24, 8.10it/s] 20%|█▉ | 49/250 [00:05<00:24, 8.09it/s] 20%|██ | 50/250 [00:06<00:24, 8.10it/s] 20%|██ | 51/250 [00:06<00:24, 8.09it/s] 21%|██ | 52/250 [00:06<00:24, 8.09it/s] 21%|██ | 53/250 [00:06<00:24, 8.09it/s] 22%|██▏ | 54/250 [00:06<00:24, 8.09it/s] 22%|██▏ | 55/250 [00:06<00:24, 8.08it/s] 22%|██▏ | 56/250 [00:06<00:23, 8.09it/s] 23%|██▎ | 57/250 [00:06<00:23, 8.08it/s] 23%|██▎ | 58/250 [00:07<00:23, 8.04it/s] 24%|██▎ | 59/250 [00:07<00:23, 8.05it/s] 24%|██▍ | 60/250 [00:07<00:23, 8.06it/s] 24%|██▍ | 61/250 [00:07<00:23, 8.06it/s] 25%|██▍ | 62/250 [00:07<00:23, 8.07it/s] 25%|██▌ | 63/250 [00:07<00:23, 8.09it/s] 26%|██▌ | 64/250 [00:07<00:22, 8.09it/s] 26%|██▌ | 65/250 [00:07<00:22, 8.09it/s] 26%|██▋ | 66/250 [00:08<00:22, 8.09it/s] 27%|██▋ | 67/250 [00:08<00:22, 8.10it/s] 27%|██▋ | 68/250 [00:08<00:22, 8.10it/s] 28%|██▊ | 69/250 [00:08<00:22, 8.09it/s] 28%|██▊ | 70/250 [00:08<00:22, 8.09it/s] 28%|██▊ | 71/250 [00:08<00:22, 8.07it/s] 29%|██▉ | 72/250 [00:08<00:22, 8.07it/s] 29%|██▉ | 73/250 [00:08<00:21, 8.09it/s] 30%|██▉ | 74/250 [00:09<00:21, 8.08it/s] 30%|███ | 75/250 [00:09<00:21, 8.09it/s] 30%|███ | 76/250 [00:09<00:21, 8.08it/s] 31%|███ | 77/250 [00:09<00:21, 8.08it/s] 31%|███ | 78/250 [00:09<00:21, 8.09it/s] 32%|███▏ | 79/250 [00:09<00:21, 8.07it/s] 32%|███▏ | 80/250 [00:09<00:21, 8.06it/s] 32%|███▏ | 81/250 [00:09<00:20, 8.06it/s] 33%|███▎ | 82/250 [00:10<00:20, 8.08it/s] 33%|███▎ | 83/250 [00:10<00:20, 8.08it/s] 34%|███▎ | 84/250 [00:10<00:20, 8.09it/s] 34%|███▍ | 85/250 [00:10<00:20, 8.08it/s] 34%|███▍ | 86/250 [00:10<00:20, 8.07it/s] 35%|███▍ | 87/250 [00:10<00:20, 8.07it/s] 35%|███▌ | 88/250 [00:10<00:20, 8.08it/s] 36%|███▌ | 89/250 [00:10<00:19, 8.07it/s] 36%|███▌ | 90/250 [00:11<00:19, 8.08it/s] 36%|███▋ | 91/250 [00:11<00:19, 8.09it/s] 37%|███▋ | 92/250 [00:11<00:19, 8.08it/s] 37%|███▋ | 93/250 [00:11<00:19, 8.08it/s] 38%|███▊ | 94/250 [00:11<00:19, 8.09it/s] 38%|███▊ | 95/250 [00:11<00:19, 8.09it/s] 38%|███▊ | 96/250 [00:11<00:19, 8.09it/s] 39%|███▉ | 97/250 [00:11<00:18, 8.09it/s] 39%|███▉ | 98/250 [00:11<00:18, 8.09it/s] 40%|███▉ | 99/250 [00:12<00:18, 8.10it/s] 40%|████ | 100/250 [00:12<00:18, 8.05it/s] 40%|████ | 101/250 [00:12<00:18, 8.06it/s] 41%|████ | 102/250 [00:12<00:18, 8.07it/s] 41%|████ | 103/250 [00:12<00:18, 8.08it/s] 42%|████▏ | 104/250 [00:12<00:18, 8.08it/s] 42%|████▏ | 105/250 [00:12<00:17, 8.08it/s] 42%|████▏ | 106/250 [00:12<00:17, 8.09it/s] 43%|████▎ | 107/250 [00:13<00:17, 8.09it/s] 43%|████▎ | 108/250 [00:13<00:17, 8.08it/s] 44%|████▎ | 109/250 [00:13<00:17, 8.09it/s] 44%|████▍ | 110/250 [00:13<00:17, 8.08it/s] 44%|████▍ | 111/250 [00:13<00:17, 8.08it/s] 45%|████▍ | 112/250 [00:13<00:17, 8.08it/s] 45%|████▌ | 113/250 [00:13<00:16, 8.08it/s] 46%|████▌ | 114/250 [00:13<00:16, 8.08it/s] 46%|████▌ | 115/250 [00:14<00:16, 8.09it/s] 46%|████▋ | 116/250 [00:14<00:16, 8.09it/s] 47%|████▋ | 117/250 [00:14<00:16, 8.08it/s] 47%|████▋ | 118/250 [00:14<00:16, 8.09it/s] 48%|████▊ | 119/250 [00:14<00:16, 8.09it/s] 48%|████▊ | 120/250 [00:14<00:16, 8.08it/s] 48%|████▊ | 121/250 [00:14<00:15, 8.07it/s] 49%|████▉ | 122/250 [00:14<00:15, 8.06it/s] 49%|████▉ | 123/250 [00:15<00:15, 8.07it/s] 50%|████▉ | 124/250 [00:15<00:15, 8.07it/s] 50%|█████ | 125/250 [00:15<00:15, 8.07it/s] 50%|█████ | 126/250 [00:15<00:15, 8.08it/s] 51%|█████ | 127/250 [00:15<00:15, 8.09it/s] 51%|█████ | 128/250 [00:15<00:15, 8.09it/s] 52%|█████▏ | 129/250 [00:15<00:14, 8.10it/s] 52%|█████▏ | 130/250 [00:15<00:14, 8.10it/s] 52%|█████▏ | 131/250 [00:16<00:14, 8.11it/s] 53%|█████▎ | 132/250 [00:16<00:14, 8.10it/s] 53%|█████▎ | 133/250 [00:16<00:14, 8.10it/s] 54%|█████▎ | 134/250 [00:16<00:14, 8.10it/s] 54%|█████▍ | 135/250 [00:16<00:14, 8.10it/s] 54%|█████▍ | 136/250 [00:16<00:14, 8.11it/s] 55%|█████▍ | 137/250 [00:16<00:13, 8.11it/s] 55%|█████▌ | 138/250 [00:16<00:13, 8.10it/s] 56%|█████▌ | 139/250 [00:17<00:13, 8.10it/s] 56%|█████▌ | 140/250 [00:17<00:13, 8.10it/s] 56%|█████▋ | 141/250 [00:17<00:13, 8.10it/s] 57%|█████▋ | 142/250 [00:17<00:13, 8.09it/s] 57%|█████▋ | 143/250 [00:17<00:13, 8.06it/s] 58%|█████▊ | 144/250 [00:17<00:13, 8.07it/s] 58%|█████▊ | 145/250 [00:17<00:12, 8.08it/s] 58%|█████▊ | 146/250 [00:17<00:12, 8.08it/s] 59%|█████▉ | 147/250 [00:18<00:12, 8.08it/s] 59%|█████▉ | 148/250 [00:18<00:12, 8.09it/s] 60%|█████▉ | 149/250 [00:18<00:12, 8.09it/s] 60%|██████ | 150/250 [00:18<00:12, 8.10it/s] 60%|██████ | 151/250 [00:18<00:12, 8.10it/s] 61%|██████ | 152/250 [00:18<00:12, 8.10it/s] 61%|██████ | 153/250 [00:18<00:11, 8.09it/s] 62%|██████▏ | 154/250 [00:18<00:11, 8.09it/s] 62%|██████▏ | 155/250 [00:19<00:11, 8.10it/s] 62%|██████▏ | 156/250 [00:19<00:11, 8.09it/s] 63%|██████▎ | 157/250 [00:19<00:11, 8.09it/s] 63%|██████▎ | 158/250 [00:19<00:11, 8.08it/s] 64%|██████▎ | 159/250 [00:19<00:11, 8.09it/s] 64%|██████▍ | 160/250 [00:19<00:11, 8.09it/s] 64%|██████▍ | 161/250 [00:19<00:10, 8.10it/s] 65%|██████▍ | 162/250 [00:19<00:10, 8.10it/s] 65%|██████▌ | 163/250 [00:20<00:10, 8.09it/s] 66%|██████▌ | 164/250 [00:20<00:10, 8.05it/s] 66%|██████▌ | 165/250 [00:20<00:10, 8.05it/s] 66%|██████▋ | 166/250 [00:20<00:10, 8.07it/s] 67%|██████▋ | 167/250 [00:20<00:10, 8.07it/s] 67%|██████▋ | 168/250 [00:20<00:10, 8.07it/s] 68%|██████▊ | 169/250 [00:20<00:10, 8.07it/s] 68%|██████▊ | 170/250 [00:20<00:09, 8.07it/s] 68%|██████▊ | 171/250 [00:21<00:09, 8.07it/s] 69%|██████▉ | 172/250 [00:21<00:09, 8.07it/s] 69%|██████▉ | 173/250 [00:21<00:09, 8.07it/s] 70%|██████▉ | 174/250 [00:21<00:09, 8.08it/s] 70%|███████ | 175/250 [00:21<00:09, 8.08it/s] 70%|███████ | 176/250 [00:21<00:09, 8.07it/s] 71%|███████ | 177/250 [00:21<00:09, 8.09it/s] 71%|███████ | 178/250 [00:21<00:08, 8.09it/s] 72%|███████▏ | 179/250 [00:22<00:08, 8.09it/s] 72%|███████▏ | 180/250 [00:22<00:08, 8.08it/s] 72%|███████▏ | 181/250 [00:22<00:08, 8.09it/s] 73%|███████▎ | 182/250 [00:22<00:08, 8.10it/s] 73%|███████▎ | 183/250 [00:22<00:08, 8.10it/s] 74%|███████▎ | 184/250 [00:22<00:08, 8.10it/s] 74%|███████▍ | 185/250 [00:22<00:08, 7.93it/s] 74%|███████▍ | 186/250 [00:22<00:08, 7.97it/s] 75%|███████▍ | 187/250 [00:23<00:07, 8.01it/s] 75%|███████▌ | 188/250 [00:23<00:07, 8.04it/s] 76%|███████▌ | 189/250 [00:23<00:07, 8.06it/s] 76%|███████▌ | 190/250 [00:23<00:07, 8.07it/s] 76%|███████▋ | 191/250 [00:23<00:07, 8.07it/s] 77%|███████▋ | 192/250 [00:23<00:07, 8.08it/s] 77%|███████▋ | 193/250 [00:23<00:07, 8.08it/s] 78%|███████▊ | 194/250 [00:23<00:06, 8.09it/s] 78%|███████▊ | 195/250 [00:24<00:06, 8.09it/s] 78%|███████▊ | 196/250 [00:24<00:06, 8.09it/s] 79%|███████▉ | 197/250 [00:24<00:06, 8.09it/s] 79%|███████▉ | 198/250 [00:24<00:06, 8.09it/s] 80%|███████▉ | 199/250 [00:24<00:06, 8.09it/s] 80%|████████ | 200/250 [00:24<00:06, 8.09it/s] 80%|████████ | 201/250 [00:24<00:06, 8.07it/s] 81%|████████ | 202/250 [00:24<00:05, 8.07it/s] 81%|████████ | 203/250 [00:24<00:05, 8.07it/s] 82%|████████▏ | 204/250 [00:25<00:05, 8.07it/s] 82%|████████▏ | 205/250 [00:25<00:05, 8.07it/s] 82%|████████▏ | 206/250 [00:25<00:05, 8.07it/s] 83%|████████▎ | 207/250 [00:25<00:05, 8.04it/s] 83%|████████▎ | 208/250 [00:25<00:05, 8.04it/s] 84%|████████▎ | 209/250 [00:25<00:05, 8.06it/s] 84%|████████▍ | 210/250 [00:25<00:04, 8.06it/s] 84%|████████▍ | 211/250 [00:25<00:04, 8.07it/s] 85%|████████▍ | 212/250 [00:26<00:04, 8.08it/s] 85%|████████▌ | 213/250 [00:26<00:04, 8.08it/s] 86%|████████▌ | 214/250 [00:26<00:04, 8.09it/s] 86%|████████▌ | 215/250 [00:26<00:04, 8.08it/s] 86%|████████▋ | 216/250 [00:26<00:04, 8.09it/s] 87%|████████▋ | 217/250 [00:26<00:04, 8.09it/s] 87%|████████▋ | 218/250 [00:26<00:03, 8.09it/s] 88%|████████▊ | 219/250 [00:26<00:03, 8.08it/s] 88%|████████▊ | 220/250 [00:27<00:03, 8.09it/s] 88%|████████▊ | 221/250 [00:27<00:03, 8.08it/s] 89%|████████▉ | 222/250 [00:27<00:03, 8.09it/s] 89%|████████▉ | 223/250 [00:27<00:03, 8.08it/s] 90%|████████▉ | 224/250 [00:27<00:03, 8.08it/s] 90%|█████████ | 225/250 [00:27<00:03, 8.09it/s] 90%|█████████ | 226/250 [00:27<00:02, 8.08it/s] 91%|█████████ | 227/250 [00:27<00:02, 8.08it/s] 91%|█████████ | 228/250 [00:28<00:02, 8.08it/s] 92%|█████████▏| 229/250 [00:28<00:02, 8.09it/s] 92%|█████████▏| 230/250 [00:28<00:02, 8.09it/s] 92%|█████████▏| 231/250 [00:28<00:02, 8.08it/s] 93%|█████████▎| 232/250 [00:28<00:02, 8.09it/s] 93%|█████████▎| 233/250 [00:28<00:02, 8.10it/s] 94%|█████████▎| 234/250 [00:28<00:01, 8.10it/s] 94%|█████████▍| 235/250 [00:28<00:01, 8.10it/s] 94%|█████████▍| 236/250 [00:29<00:01, 8.09it/s] 95%|█████████▍| 237/250 [00:29<00:01, 8.09it/s] 95%|█████████▌| 238/250 [00:29<00:01, 8.10it/s] 96%|█████████▌| 239/250 [00:29<00:01, 8.09it/s] 96%|█████████▌| 240/250 [00:29<00:01, 8.10it/s] 96%|█████████▋| 241/250 [00:29<00:01, 8.09it/s] 97%|█████████▋| 242/250 [00:29<00:00, 8.10it/s] 97%|█████████▋| 243/250 [00:29<00:00, 8.10it/s] 98%|█████████▊| 244/250 [00:30<00:00, 8.09it/s] 98%|█████████▊| 245/250 [00:30<00:00, 8.10it/s] 98%|█████████▊| 246/250 [00:30<00:00, 8.10it/s] 99%|█████████▉| 247/250 [00:30<00:00, 8.10it/s] 99%|█████████▉| 248/250 [00:30<00:00, 8.09it/s] 100%|█████████▉| 249/250 [00:30<00:00, 8.09it/s] 100%|██████████| 250/250 [00:30<00:00, 8.10it/s]07/13/2022 17:48:20 - INFO - utils_qa - Post-processing 500 example predictions split into 500 features. | |
| 0%| | 0/500 [00:00<?, ?it/s][A | |
| 2%|▏ | 10/500 [00:00<00:05, 92.58it/s][A | |
| 4%|▍ | 20/500 [00:00<00:05, 91.96it/s][A | |
| 6%|▌ | 30/500 [00:00<00:05, 92.76it/s][A | |
| 8%|▊ | 40/500 [00:00<00:04, 92.15it/s][A | |
| 10%|█ | 50/500 [00:00<00:04, 92.44it/s][A | |
| 12%|█▏ | 60/500 [00:00<00:04, 92.46it/s][A | |
| 14%|█▍ | 70/500 [00:00<00:04, 92.37it/s][A | |
| 16%|█▌ | 80/500 [00:00<00:04, 92.64it/s][A | |
| 18%|█▊ | 90/500 [00:00<00:04, 91.43it/s][A | |
| 20%|██ | 100/500 [00:01<00:04, 92.02it/s][A | |
| 22%|██▏ | 110/500 [00:01<00:04, 92.25it/s][A | |
| 24%|██▍ | 120/500 [00:01<00:04, 92.06it/s][A | |
| 26%|██▌ | 130/500 [00:01<00:03, 93.03it/s][A | |
| 28%|██▊ | 140/500 [00:01<00:03, 93.35it/s][A | |
| 30%|███ | 150/500 [00:01<00:03, 92.88it/s][A | |
| 32%|███▏ | 160/500 [00:01<00:03, 91.72it/s][A | |
| 34%|███▍ | 170/500 [00:01<00:03, 91.95it/s][A | |
| 36%|███▌ | 180/500 [00:01<00:03, 92.27it/s][A | |
| 38%|███▊ | 190/500 [00:02<00:03, 91.93it/s][A | |
| 40%|████ | 200/500 [00:02<00:03, 92.10it/s][A | |
| 42%|████▏ | 210/500 [00:02<00:03, 92.89it/s][A | |
| 44%|████▍ | 220/500 [00:02<00:03, 93.08it/s][A | |
| 46%|████▌ | 230/500 [00:02<00:02, 93.54it/s][A | |
| 48%|████▊ | 240/500 [00:02<00:02, 93.02it/s][A | |
| 50%|█████ | 250/500 [00:02<00:02, 93.57it/s][A | |
| 52%|█████▏ | 260/500 [00:02<00:02, 93.50it/s][A | |
| 54%|█████▍ | 270/500 [00:02<00:02, 93.00it/s][A | |
| 56%|█████▌ | 280/500 [00:03<00:02, 93.22it/s][A | |
| 58%|█████▊ | 290/500 [00:03<00:02, 92.86it/s][A | |
| 60%|██████ | 300/500 [00:03<00:02, 93.66it/s][A | |
| 62%|██████▏ | 310/500 [00:03<00:02, 93.57it/s][A | |
| 64%|██████▍ | 320/500 [00:03<00:01, 94.03it/s][A | |
| 66%|██████▌ | 330/500 [00:03<00:01, 93.75it/s][A | |
| 68%|██████▊ | 340/500 [00:03<00:01, 93.05it/s][A | |
| 70%|███████ | 350/500 [00:03<00:01, 93.13it/s][A | |
| 72%|███████▏ | 360/500 [00:03<00:01, 93.18it/s][A | |
| 74%|███████▍ | 370/500 [00:03<00:01, 93.60it/s][A | |
| 76%|███████▌ | 380/500 [00:04<00:01, 93.34it/s][A | |
| 78%|███████▊ | 390/500 [00:04<00:01, 92.92it/s][A | |
| 80%|████████ | 400/500 [00:04<00:01, 92.41it/s][A | |
| 82%|████████▏ | 410/500 [00:04<00:00, 92.85it/s][A | |
| 84%|████████▍ | 420/500 [00:04<00:00, 92.91it/s][A | |
| 86%|████████▌ | 430/500 [00:04<00:00, 92.45it/s][A | |
| 88%|████████▊ | 440/500 [00:04<00:00, 92.87it/s][A | |
| 90%|█████████ | 450/500 [00:04<00:00, 93.75it/s][A | |
| 92%|█████████▏| 460/500 [00:04<00:00, 93.87it/s][A | |
| 94%|█████████▍| 470/500 [00:05<00:00, 79.93it/s][A | |
| 96%|█████████▌| 480/500 [00:05<00:00, 83.50it/s][A | |
| 98%|█████████▊| 490/500 [00:05<00:00, 86.33it/s][A | |
| 100%|██████████| 500/500 [00:05<00:00, 88.51it/s][A 100%|██████████| 500/500 [00:05<00:00, 91.91it/s] | |
| 07/13/2022 17:48:25 - INFO - utils_qa - Saving predictions to ../results/phrase_sense_disambiguation//qa/allenai/longformer-base-4096-20K-2K/finetuned/eval_predictions.json. | |
| 07/13/2022 17:48:25 - INFO - utils_qa - Saving nbest_preds to ../results/phrase_sense_disambiguation//qa/allenai/longformer-base-4096-20K-2K/finetuned/eval_nbest_predictions.json. | |
| {'id': '6023-2', 'pred_text': ['better shot', 1652], 'answer_text': ['better shot', 629]} | |
| {'id': '8163-1', 'pred_text': ['immediate background', 2883], 'answer_text': ['immediate background', 2396]} | |
| {'id': '12419-2', 'pred_text': ['last bar', 1037], 'answer_text': ['last bar', 2105]} | |
| {'id': '9645-1', 'pred_text': ['delivery model', 1141], 'answer_text': ['delivery model', 76]} | |
| {'id': '8990-2', 'pred_text': ['fledgling system', 1900], 'answer_text': ['fledgling system', 540]} | |
| {'id': '7224-2', 'pred_text': ['resting time', 956], 'answer_text': ['resting time', 83]} | |
| {'id': '4424-2', 'pred_text': ['altered production', 905], 'answer_text': ['altered production', 2004]} | |
| {'id': '4373-2', 'pred_text': ['clear dividing line', 1172], 'answer_text': ['clear dividing line', 87]} | |
| {'id': '14667-2', 'pred_text': ['Take Care', 2009], 'answer_text': ['take care', 892]} | |
| {'id': '3361-1', 'pred_text': ['official guardian', 2256], 'answer_text': ['official guardian', 467]} | |
| {'id': '10998-2', 'pred_text': ['regular period', 552], 'answer_text': ['regular period', 1754]} | |
| {'id': '11356-2', 'pred_text': ['single source', 2028], 'answer_text': ['single source', 354]} | |
| {'id': '14613-2', 'pred_text': ['significant trail', 2017], 'answer_text': ['significant trail', 846]} | |
| {'id': '3809-2', 'pred_text': ['physical performance', 2674], 'answer_text': ['physical performance', 908]} | |
| {'id': '7192-1', 'pred_text': ['Local records', 479], 'answer_text': ['local records', 1704]} | |
| {'id': '4044-1', 'pred_text': ['live nights', 1740], 'answer_text': ['live nights', 976]} | |
| {'id': '1206-1', 'pred_text': ['desired piece', 968], 'answer_text': ['desired piece', 2355]} | |
| {'id': '2812-2', 'pred_text': ['good links', 1360], 'answer_text': ['good links', 1427]} | |
| {'id': '9940-2', 'pred_text': ['former shape', 1637], 'answer_text': ['former shape', 4]} | |
| {'id': '3743-1', 'pred_text': ['homecoming ceremony', 1548], 'answer_text': ['homecoming ceremony', 378]} | |
| {'id': '11072-2', 'pred_text': ['secondary concern', 900], 'answer_text': ['secondary concern', 855]} | |
| {'id': '317-2', 'pred_text': ['death party', 839], 'answer_text': ['death party', 927]} | |
| {'id': '8244-2', 'pred_text': ['processing station', 1713], 'answer_text': ['processing station', 865]} | |
| {'id': '3992-1', 'pred_text': ['consistent exercise', 1155], 'answer_text': ['consistent exercise', 2897]} | |
| {'id': '14530-2', 'pred_text': ['fluid movement', 2195], 'answer_text': ['fluid movement', 1045]} | |
| {'id': '2530-2', 'pred_text': ['varying nature', 1514], 'answer_text': ['varying nature', 3187]} | |
| {'id': '365-2', 'pred_text': ['long thread', 170], 'answer_text': ['long thread', 800]} | |
| {'id': '7823-2', 'pred_text': ['similar matter', 1633], 'answer_text': ['similar matter', 619]} | |
| {'id': '8523-2', 'pred_text': ['ideal unit', 1091], 'answer_text': ['ideal unit', 2965]} | |
| {'id': '8463-1', 'pred_text': ['two shoulder', 657], 'answer_text': ['two shoulder', 175]} | |
| {'id': '624-2', 'pred_text': ['golden rule', 1148], 'answer_text': ['golden rule', 1623]} | |
| {'id': '5541-2', 'pred_text': ['next unit', 1224], 'answer_text': ['next unit', 2326]} | |
| {'id': '12425-2', 'pred_text': ['local circuit', 374], 'answer_text': ['local circuit', 724]} | |
| {'id': '8848-1', 'pred_text': ['current subject', 1301], 'answer_text': ['current subject', 142]} | |
| {'id': '12563-2', 'pred_text': ['Modern point', 621], 'answer_text': ['modern point', 173]} | |
| {'id': '2905-2', 'pred_text': ['sufficient capacity', 1206], 'answer_text': ['sufficient capacity', 2252]} | |
| {'id': '12791-2', 'pred_text': ['teaching practice', 1910], 'answer_text': ['teaching practice', 1018]} | |
| {'id': '12746-2', 'pred_text': ['initial activity', 665], 'answer_text': ['initial activity', 2102]} | |
| {'id': '11557-2', 'pred_text': ['ideal figure', 808], 'answer_text': ['ideal figure', 2473]} | |
| {'id': '11151-2', 'pred_text': ['available program', 3121], 'answer_text': ['available program', 1331]} | |
| {'id': '9956-2', 'pred_text': ['specific connection', 446], 'answer_text': ['specific connection', 1386]} | |
| {'id': '14349-2', 'pred_text': ['clear drop', 2338], 'answer_text': ['clear drop', 910]} | |
| {'id': '3744-1', 'pred_text': ['main selection', 2102], 'answer_text': ['main selection', 1089]} | |
| {'id': '2997-1', 'pred_text': ['landmark point', 1710], 'answer_text': ['landmark point', 1587]} | |
| {'id': '8213-1', 'pred_text': ['food dish', 200], 'answer_text': ['food dish', 1168]} | |
| {'id': '3465-1', 'pred_text': ['random time', 2739], 'answer_text': ['random time', 860]} | |
| {'id': '14275-1', 'pred_text': ['warning signal', 273], 'answer_text': ['warning signal', 1686]} | |
| {'id': '14354-2', 'pred_text': ['absolute gift', 1612], 'answer_text': ['absolute gift', 537]} | |
| {'id': '417-1', 'pred_text': ['significant gap', 2024], 'answer_text': ['significant gap', 502]} | |
| {'id': '9599-1', 'pred_text': ['large beam', 217], 'answer_text': ['large beam', 1605]} | |
| {'id': '389-1', 'pred_text': ['last bit', 1661], 'answer_text': ['last bit', 2711]} | |
| {'id': '14541-1', 'pred_text': ['single sentence', 1135], 'answer_text': ['single sentence', 1994]} | |
| {'id': '433-1', 'pred_text': ['actual activity', 1141], 'answer_text': ['actual activity', 1482]} | |
| {'id': '9215-1', 'pred_text': ['site visits', 830], 'answer_text': ['site visits', 2745]} | |
| {'id': '3397-1', 'pred_text': ['certain condition', 1499], 'answer_text': ['certain condition', 356]} | |
| {'id': '4230-1', 'pred_text': ['common program', 259], 'answer_text': ['common program', 880]} | |
| {'id': '12144-1', 'pred_text': ['specialised nature', 2122], 'answer_text': ['specialised nature', 667]} | |
| {'id': '8108-1', 'pred_text': ['whole scene', 775], 'answer_text': ['whole scene', 2020]} | |
| {'id': '14196-1', 'pred_text': ['previous host', 114], 'answer_text': ['previous host', 1157]} | |
| {'id': '6825-1', 'pred_text': ['broader market', 413], 'answer_text': ['broader market', 2084]} | |
| {'id': '14263-1', 'pred_text': ['unusual variation', 1780], 'answer_text': ['unusual variation', 198]} | |
| {'id': '3812-2', 'pred_text': ['predictable course', 954], 'answer_text': ['predictable course', 25]} | |
| {'id': '6694-1', 'pred_text': ['long stage', 936], 'answer_text': ['long stage', 2445]} | |
| {'id': '6971-2', 'pred_text': ['Heritage groups', 2628], 'answer_text': ['heritage groups', 963]} | |
| {'id': '6556-2', 'pred_text': ['stop signal', 1518], 'answer_text': ['stop signal', 2830]} | |
| {'id': '14914-2', 'pred_text': ['negative state', 1744], 'answer_text': ['negative state', 582]} | |
| {'id': '8011-1', 'pred_text': ['whole parts', 1552], 'answer_text': ['whole parts', 456]} | |
| {'id': '8133-1', 'pred_text': ['fixed meeting place', 1471], 'answer_text': ['fixed meeting place', 302]} | |
| {'id': '489-1', 'pred_text': ['particular bond', 1895], 'answer_text': ['particular bond', 145]} | |
| {'id': '12467-2', 'pred_text': ['another bar', 1450], 'answer_text': ['another bar', 145]} | |
| {'id': '6880-2', 'pred_text': ['full round', 639], 'answer_text': ['full round', 1558]} | |
| {'id': '7837-1', 'pred_text': ['first component', 2421], 'answer_text': ['first component', 675]} | |
| {'id': '12461-1', 'pred_text': ['personal identification', 1773], 'answer_text': ['personal identification', 400]} | |
| {'id': '3220-1', 'pred_text': ['even empty shells', 533], 'answer_text': ['even empty shells', 2129]} | |
| {'id': '10059-1', 'pred_text': ['quick passing', 305], 'answer_text': ['quick passing', 1515]} | |
| {'id': '12579-1', 'pred_text': ['founder group', 1101], 'answer_text': ['founder group', 198]} | |
| {'id': '9628-1', 'pred_text': ['higher place', 899], 'answer_text': ['higher place', 2165]} | |
| {'id': '14234-1', 'pred_text': ['lower extension', 820], 'answer_text': ['lower extension', 2287]} | |
| {'id': '8766-1', 'pred_text': ['released material', 1538], 'answer_text': ['released material', 69]} | |
| {'id': '4463-2', 'pred_text': ['second view', 1834], 'answer_text': ['second view', 422]} | |
| {'id': '6572-1', 'pred_text': ['whole trouble', 1446], 'answer_text': ['whole trouble', 591]} | |
| {'id': '4865-1', 'pred_text': ['main class', 1405], 'answer_text': ['main class', 472]} | |
| {'id': '572-2', 'pred_text': ['house members', 446], 'answer_text': ['house members', 1083]} | |
| {'id': '11612-2', 'pred_text': ['general limitation', 2667], 'answer_text': ['general limitation', 1221]} | |
| {'id': '6030-2', 'pred_text': ['drum design', 2295], 'answer_text': ['drum design', 1275]} | |
| {'id': '1018-2', 'pred_text': ['regular period', 804], 'answer_text': ['regular period', 1830]} | |
| {'id': '6715-2', 'pred_text': ['normal action', 1192], 'answer_text': ['normal action', 2662]} | |
| {'id': '559-1', 'pred_text': ['little return', 941], 'answer_text': ['little return', 2466]} | |
| {'id': '14612-1', 'pred_text': ['external defense', 1552], 'answer_text': ['external defense', 100]} | |
| {'id': '9494-2', 'pred_text': ['fourth line', 1661], 'answer_text': ['fourth line', 1416]} | |
| {'id': '14473-2', 'pred_text': ['strict manner', 1096], 'answer_text': ['strict manner', 2658]} | |
| {'id': '9272-2', 'pred_text': ['increasing wave', 1630], 'answer_text': ['increasing wave', 248]} | |
| {'id': '3706-1', 'pred_text': ['consistent pattern', 2533], 'answer_text': ['consistent pattern', 794]} | |
| {'id': '12195-2', 'pred_text': ['exact time period', 285], 'answer_text': ['exact time period', 1606]} | |
| {'id': '14549-2', 'pred_text': ['value conflicts', 1458], 'answer_text': ['value conflicts', 403]} | |
| {'id': '12692-1', 'pred_text': ['property laws', 2134], 'answer_text': ['property laws', 824]} | |
| {'id': '8795-1', 'pred_text': ['lengthy set', 159], 'answer_text': ['lengthy set', 989]} | |
| {'id': '11831-2', 'pred_text': ['following wave', 585], 'answer_text': ['following wave', 1861]} | |
| {'id': '2544-1', 'pred_text': ['local action', 2955], 'answer_text': ['local action', 1452]} | |
| {'id': '12817-1', 'pred_text': ['building houses', 2464], 'answer_text': ['building houses', 130]} | |
| {'id': '2139-2', 'pred_text': ['right version', 541], 'answer_text': ['right version', 1638]} | |
| {'id': '9705-1', 'pred_text': ['important spot', 226], 'answer_text': ['important spot', 1510]} | |
| {'id': '8930-1', 'pred_text': ['extra help', 216], 'answer_text': ['extra help', 1244]} | |
| {'id': '7051-1', 'pred_text': ['main vehicle', 3094], 'answer_text': ['main vehicle', 1223]} | |
| {'id': '14361-2', 'pred_text': ['cheap way', 1941], 'answer_text': ['cheap way', 964]} | |
| {'id': '6399-2', 'pred_text': ['planned home', 1522], 'answer_text': ['planned home', 646]} | |
| {'id': '3204-2', 'pred_text': ['Another address', 204], 'answer_text': ['another address', 1013]} | |
| {'id': '186-2', 'pred_text': ['Official surveys', 160], 'answer_text': ['official surveys', 1902]} | |
| {'id': '6613-1', 'pred_text': ['universal manner', 1108], 'answer_text': ['universal manner', 2934]} | |
| {'id': '5290-1', 'pred_text': ['official limits', 1614], 'answer_text': ['official limits', 319]} | |
| {'id': '11627-2', 'pred_text': ['major stature', 1203], 'answer_text': ['major stature', 2614]} | |
| {'id': '9879-2', 'pred_text': ['former charge', 843], 'answer_text': ['former charge', 1650]} | |
| {'id': '11071-2', 'pred_text': ['secondary concern', 2122], 'answer_text': ['secondary concern', 348]} | |
| {'id': '4491-1', 'pred_text': ['sudden collapse', 1088], 'answer_text': ['sudden collapse', 2620]} | |
| {'id': '8317-1', 'pred_text': ['licence area', 62], 'answer_text': ['licence area', 435]} | |
| {'id': '10223-1', 'pred_text': ['long sleep', 417], 'answer_text': ['long sleep', 129]} | |
| {'id': '7589-2', 'pred_text': ['1 credit', 1205], 'answer_text': ['1 credit', 0]} | |
| {'id': '7782-2', 'pred_text': ['either year', 516], 'answer_text': ['either year', 1464]} | |
| {'id': '3730-1', 'pred_text': ['complete protection', 89], 'answer_text': ['complete protection', 1329]} | |
| {'id': '8515-2', 'pred_text': ['significant foundation', 1445], 'answer_text': ['significant foundation', 317]} | |
| {'id': '11232-1', 'pred_text': ['similar notice', 1355], 'answer_text': ['similar notice', 48]} | |
| {'id': '8516-2', 'pred_text': ['empty position', 1534], 'answer_text': ['empty position', 359]} | |
| {'id': '4395-2', 'pred_text': ['larger body', 1999], 'answer_text': ['larger body', 604]} | |
| {'id': '6809-2', 'pred_text': ['good links', 734], 'answer_text': ['good links', 1506]} | |
| {'id': '8715-2', 'pred_text': ['entire test', 815], 'answer_text': ['entire test', 1892]} | |
| {'id': '9554-2', 'pred_text': ['construction stage', 2163], 'answer_text': ['construction stage', 776]} | |
| Computed results: {'exact_match': 94.6, 'exact_match_with_index': 69.39999999999999, 'f1': 95.59, 'f1_with_index': 69.43} | |
| 07/13/2022 17:48:25 - INFO - datasets.metric - Removing /home/thang/.cache/huggingface/metrics/squad/default/default_experiment-1-0.arrow | |
| Reference results: {'exact_match': 94.6, 'f1': 95.592} | |
| 100%|██████████| 250/250 [00:38<00:00, 6.42it/s] | |
| ***** eval metrics ***** | |
| epoch = 2.0 | |
| eval_exact_match = 69.4 | |
| eval_f1 = 69.43 | |
| eval_samples = 500 | |
| [INFO|modelcard.py:460] 2022-07-13 17:48:25,885 >> Dropping the following result as it does not have all the necessary fields: | |
| {'task': {'name': 'Question Answering', 'type': 'question-answering'}, 'dataset': {'name': 'PiC/phrase_sense_disambiguation ', 'type': 'PiC/phrase_sense_disambiguation', 'args': ''}} | |