# Running on vgni013 # Started at Thu 10 Nov 15:56:29 CET 2022 # python3 src/run_speech_recognition_ctc.py --report_to=none --run_name=experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl --preprocessing_num_workers=5 --model_name_or_path=facebook/wav2vec2-xls-r-300m --dataset_name=experiments/data/atcosim_corpus/train --min_duration_in_seconds=1.0 --max_duration_in_seconds=20 --eval_dataset_name=experiments/data/atcosim_corpus/test --train_split_name=train --output_dir=experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl --num_train_epochs=50 --per_device_train_batch_size=24 --per_device_eval_batch_size=24 --gradient_accumulation_steps=4 --learning_rate=5e-4 --weight_decay=0.001 --warmup_steps=500 --evaluation_strategy=steps --text_column_name=text --audio_column_name=audio --length_column_name=input_length '--chars_to_ignore=, ? . ! \; \: " “ % ‘ ” � — ’ … –' --save_steps=500 --eval_steps=500 --logging_steps=500 --layerdrop=0.0 --activation_dropout=0.05 --attention_dropout=0.05 --save_total_limit=1 --feat_proj_dropout=0.0 --mask_time_prob=0.03 --mask_time_length=10 --mask_feature_prob=0.0 --mask_feature_length=10 --gradient_checkpointing --freeze_feature_encoder --fp16 --group_by_length --do_train --do_eval --max_steps 20000 --overwrite_output_dir --freeze_feature_encoder 11/10/2022 15:56:41 - WARNING - __main__ - Process rank: -1, device: cuda:0, n_gpu: 1distributed training: False, 16-bits training: True 11/10/2022 15:56:41 - 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, ddp_timeout=1800, debug=[], deepspeed=None, disable_tqdm=False, do_eval=True, do_predict=False, do_train=True, eval_accumulation_steps=None, eval_delay=0, eval_steps=500, evaluation_strategy=steps, fp16=True, fp16_backend=auto, fp16_full_eval=False, fp16_opt_level=O1, fsdp=[], fsdp_min_num_params=0, fsdp_transformer_layer_cls_to_wrap=None, full_determinism=False, gradient_accumulation_steps=4, gradient_checkpointing=True, greater_is_better=None, group_by_length=True, half_precision_backend=auto, hub_model_id=None, hub_private_repo=False, hub_strategy=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=0.0005, length_column_name=input_length, load_best_model_at_end=False, local_rank=-1, log_level=passive, log_level_replica=passive, log_on_each_node=True, logging_dir=experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/runs/Nov10_15-56-41_vgni013, logging_first_step=False, logging_nan_inf_filter=True, logging_steps=500, logging_strategy=steps, lr_scheduler_type=linear, max_grad_norm=1.0, max_steps=20000, metric_for_best_model=None, mp_parameters=, no_cuda=False, num_train_epochs=50.0, optim=adamw_hf, output_dir=experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl, overwrite_output_dir=True, past_index=-1, per_device_eval_batch_size=24, per_device_train_batch_size=24, 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=experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl, save_on_each_node=False, save_steps=500, save_strategy=steps, save_total_limit=1, 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, use_mps_device=False, warmup_ratio=0.0, warmup_steps=500, weight_decay=0.001, xpu_backend=None, ) 11/10/2022 15:56:41 - WARNING - datasets.builder - Using custom data configuration train-982961f3786896dd 11/10/2022 15:56:41 - WARNING - datasets.builder - Found cached dataset atc_data_loader (/remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/experiments/data/atcosim_corpus/train/cache/atc_data_loader/train-982961f3786896dd/0.0.0/3dc36b96f5a9e12dd97c69117ef840e3e971dd43ca1b0750cf000d34695b9d81) 11/10/2022 15:56:42 - WARNING - datasets.builder - Using custom data configuration test-24d2db3884146b91 Downloading and preparing dataset atc_data_loader/test to /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/experiments/data/atcosim_corpus/test/cache/atc_data_loader/test-24d2db3884146b91/0.0.0/3dc36b96f5a9e12dd97c69117ef840e3e971dd43ca1b0750cf000d34695b9d81... Generating test split: 0 examples [00:00, ? examples/s] Generating test split: 1 examples [00:08, 8.05s/ examples] Generating test split: 203 examples [00:08, 35.33 examples/s] Generating test split: 322 examples [00:08, 60.81 examples/s] Generating test split: 512 examples [00:08, 115.16 examples/s] Generating test split: 768 examples [00:08, 211.53 examples/s] Generating test split: 1024 examples [00:09, 324.50 examples/s] Generating test split: 1280 examples [00:09, 452.16 examples/s] Generating test split: 1536 examples [00:09, 575.51 examples/s] Generating test split: 1792 examples [00:09, 705.65 examples/s] loading configuration file config.json from cache at /idiap/temp/jzuluaga/cache/huggingface/models--facebook--wav2vec2-xls-r-300m/snapshots/1a640f32ac3e39899438a2931f9924c02f080a54/config.json Model config Wav2Vec2Config { "_name_or_path": "facebook/wav2vec2-xls-r-300m", "activation_dropout": 0.0, "adapter_kernel_size": 3, "adapter_stride": 2, "add_adapter": false, "apply_spec_augment": true, "architectures": [ "Wav2Vec2ForPreTraining" ], "attention_dropout": 0.1, "bos_token_id": 1, "classifier_proj_size": 256, "codevector_dim": 768, "contrastive_logits_temperature": 0.1, "conv_bias": true, "conv_dim": [ 512, 512, 512, 512, 512, 512, 512 ], "conv_kernel": [ 10, 3, 3, 3, 3, 2, 2 ], "conv_stride": [ 5, 2, 2, 2, 2, 2, 2 ], "ctc_loss_reduction": "sum", "ctc_zero_infinity": false, "diversity_loss_weight": 0.1, "do_stable_layer_norm": true, "eos_token_id": 2, "feat_extract_activation": "gelu", "feat_extract_dropout": 0.0, "feat_extract_norm": "layer", "feat_proj_dropout": 0.1, "feat_quantizer_dropout": 0.0, "final_dropout": 0.0, "gradient_checkpointing": false, "hidden_act": "gelu", "hidden_dropout": 0.1, "hidden_size": 1024, "initializer_range": 0.02, "intermediate_size": 4096, "layer_norm_eps": 1e-05, "layerdrop": 0.1, "mask_feature_length": 10, "mask_feature_min_masks": 0, "mask_feature_prob": 0.0, "mask_time_length": 10, "mask_time_min_masks": 2, "mask_time_prob": 0.075, "model_type": "wav2vec2", "num_adapter_layers": 3, "num_attention_heads": 16, "num_codevector_groups": 2, "num_codevectors_per_group": 320, "num_conv_pos_embedding_groups": 16, "num_conv_pos_embeddings": 128, "num_feat_extract_layers": 7, "num_hidden_layers": 24, "num_negatives": 100, "output_hidden_size": 1024, "pad_token_id": 0, "proj_codevector_dim": 768, "tdnn_dilation": [ 1, 2, 3, 1, 1 ], "tdnn_dim": [ 512, 512, 512, 512, 1500 ], "tdnn_kernel": [ 5, 3, 3, 1, 1 ], "torch_dtype": "float32", "transformers_version": "4.24.0", "use_weighted_layer_sum": false, "vocab_size": 32, "xvector_output_dim": 512 } Dataset atc_data_loader downloaded and prepared to /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/experiments/data/atcosim_corpus/test/cache/atc_data_loader/test-24d2db3884146b91/0.0.0/3dc36b96f5a9e12dd97c69117ef840e3e971dd43ca1b0750cf000d34695b9d81. Subsequent calls will reuse this data. 0%| | 0/1 [00:00<?, ?ba/s] 0%| | 0/1 [00:07<?, ?ba/s] 0%| | 0/1 [00:00<?, ?ba/s] 0%| | 0/1 [00:02<?, ?ba/s] loading file vocab.json loading file tokenizer_config.json loading file added_tokens.json loading file special_tokens_map.json Adding <s> to the vocabulary Adding </s> to the vocabulary Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained. loading configuration file preprocessor_config.json from cache at /idiap/temp/jzuluaga/cache/huggingface/models--facebook--wav2vec2-xls-r-300m/snapshots/1a640f32ac3e39899438a2931f9924c02f080a54/preprocessor_config.json Feature extractor Wav2Vec2FeatureExtractor { "do_normalize": true, "feature_extractor_type": "Wav2Vec2FeatureExtractor", "feature_size": 1, "padding_side": "right", "padding_value": 0, "return_attention_mask": true, "sampling_rate": 16000 } loading weights file pytorch_model.bin from cache at /idiap/temp/jzuluaga/cache/huggingface/models--facebook--wav2vec2-xls-r-300m/snapshots/1a640f32ac3e39899438a2931f9924c02f080a54/pytorch_model.bin Some weights of the model checkpoint at facebook/wav2vec2-xls-r-300m were not used when initializing Wav2Vec2ForCTC: ['project_hid.weight', 'project_hid.bias', 'project_q.bias', 'quantizer.weight_proj.bias', 'project_q.weight', 'quantizer.weight_proj.weight', 'quantizer.codevectors'] - This IS expected if you are initializing Wav2Vec2ForCTC from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model). - This IS NOT expected if you are initializing Wav2Vec2ForCTC from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model). Some weights of Wav2Vec2ForCTC were not initialized from the model checkpoint at facebook/wav2vec2-xls-r-300m and are newly initialized: ['lm_head.bias', 'lm_head.weight'] You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference. preprocess datasets #0: 0%| | 0/1528 [00:00<?, ?ex/s] preprocess datasets #1: 0%| | 0/1528 [00:00<?, ?ex/s][A preprocess datasets #2: 0%| | 0/1528 [00:00<?, ?ex/s][A[A preprocess datasets #3: 0%| | 0/1527 [00:00<?, ?ex/s][A[A[A preprocess datasets #4: 0%| | 0/1527 [00:00<?, ?ex/s][A[A[A[A preprocess datasets #0: 0%| | 1/1528 [00:03<1:20:39, 3.17s/ex] preprocess datasets #3: 0%| | 1/1527 [00:03<1:18:44, 3.10s/ex][A[A[A preprocess datasets #1: 0%| | 1/1528 [00:03<1:21:33, 3.20s/ex][A preprocess datasets #4: 0%| | 1/1527 [00:03<1:20:17, 3.16s/ex][A[A[A[A preprocess datasets #2: 0%| | 1/1528 [00:03<1:21:49, 3.22s/ex][A[A preprocess datasets #0: 0%| | 2/1528 [00:03<34:58, 1.38s/ex] preprocess datasets #3: 0%| | 3/1527 [00:03<22:14, 1.14ex/s] [A[A[A preprocess datasets #4: 0%| | 2/1527 [00:03<35:13, 1.39s/ex] [A[A[A[A preprocess datasets #0: 0%| | 3/1528 [00:03<20:13, 1.26ex/s] preprocess datasets #1: 0%| | 2/1528 [00:03<36:50, 1.45s/ex] [A preprocess datasets #2: 0%| | 3/1528 [00:03<23:23, 1.09ex/s] [A[A preprocess datasets #4: 0%| | 4/1527 [00:03<14:18, 1.77ex/s][A[A[A[A preprocess datasets #0: 0%| | 5/1528 [00:03<09:57, 2.55ex/s] preprocess datasets #1: 0%| | 3/1528 [00:03<21:27, 1.18ex/s][A preprocess datasets #2: 0%| | 4/1528 [00:03<16:11, 1.57ex/s][A[A preprocess datasets #3: 0%| | 5/1527 [00:03<12:25, 2.04ex/s][A[A[A preprocess datasets #4: 0%| | 5/1527 [00:03<10:49, 2.34ex/s][A[A[A[A preprocess datasets #1: 0%| | 5/1528 [00:03<10:22, 2.45ex/s][A preprocess datasets #2: 0%| | 5/1528 [00:03<12:05, 2.10ex/s][A[A preprocess datasets #0: 0%| | 7/1528 [00:03<06:36, 3.84ex/s] preprocess datasets #3: 0%| | 6/1527 [00:03<10:05, 2.51ex/s][A[A[A preprocess datasets #4: 0%| | 7/1527 [00:03<06:41, 3.78ex/s][A[A[A[A preprocess datasets #0: 1%| | 9/1528 [00:03<04:42, 5.37ex/s] preprocess datasets #1: 0%| | 7/1528 [00:03<06:44, 3.76ex/s][A preprocess datasets #2: 0%| | 7/1528 [00:03<07:25, 3.42ex/s][A[A preprocess datasets #3: 1%| | 8/1527 [00:03<06:48, 3.72ex/s][A[A[A preprocess datasets #4: 1%| | 9/1527 [00:03<04:58, 5.09ex/s][A[A[A[A preprocess datasets #1: 1%| | 9/1528 [00:04<04:48, 5.27ex/s][A preprocess datasets #3: 1%| | 9/1527 [00:03<05:47, 4.37ex/s][A[A[A preprocess datasets #0: 1%| | 11/1528 [00:04<03:56, 6.41ex/s] preprocess datasets #2: 1%| | 9/1528 [00:04<05:23, 4.70ex/s][A[A preprocess datasets #4: 1%| | 11/1527 [00:04<03:56, 6.40ex/s][A[A[A[A preprocess datasets #1: 1%| | 11/1528 [00:04<03:53, 6.50ex/s][A preprocess datasets #2: 1%| | 10/1528 [00:04<04:56, 5.13ex/s][A[A preprocess datasets #4: 1%| | 13/1527 [00:04<03:11, 7.90ex/s][A[A[A[A preprocess datasets #3: 1%| | 11/1527 [00:04<04:58, 5.08ex/s][A[A[A preprocess datasets #0: 1%| | 13/1528 [00:04<03:45, 6.72ex/s] preprocess datasets #1: 1%| | 13/1528 [00:04<03:34, 7.08ex/s][A preprocess datasets #2: 1%| | 12/1528 [00:04<03:56, 6.42ex/s][A[A preprocess datasets #0: 1%| | 14/1528 [00:04<03:34, 7.07ex/s] preprocess datasets #4: 1%| | 15/1527 [00:04<02:55, 8.61ex/s][A[A[A[A preprocess datasets #3: 1%| | 13/1527 [00:04<03:57, 6.36ex/s][A[A[A preprocess datasets #0: 1%| | 15/1528 [00:04<03:27, 7.28ex/s] preprocess datasets #2: 1%| | 13/1528 [00:04<03:58, 6.35ex/s][A[A preprocess datasets #1: 1%| | 15/1528 [00:04<03:09, 7.97ex/s][A preprocess datasets #4: 1%| | 17/1527 [00:04<02:36, 9.65ex/s][A[A[A[A preprocess datasets #3: 1%| | 15/1527 [00:04<03:23, 7.43ex/s][A[A[A preprocess datasets #0: 1%| | 16/1528 [00:04<03:27, 7.30ex/s] preprocess datasets #2: 1%| | 15/1528 [00:04<02:58, 8.47ex/s][A[A preprocess datasets #4: 1%| | 19/1527 [00:04<02:25, 10.35ex/s][A[A[A[A preprocess datasets #1: 1%| | 17/1528 [00:04<02:54, 8.64ex/s][A preprocess datasets #0: 1%| | 18/1528 [00:04<02:42, 9.28ex/s] preprocess datasets #3: 1%| | 17/1527 [00:04<02:59, 8.41ex/s][A[A[A preprocess datasets #2: 1%| | 17/1528 [00:04<03:02, 8.28ex/s][A[A preprocess datasets #1: 1%| | 19/1528 [00:04<02:42, 9.31ex/s][A preprocess datasets #4: 1%|▏ | 21/1527 [00:04<02:31, 9.91ex/s][A[A[A[A preprocess datasets #0: 1%|▏ | 20/1528 [00:05<02:41, 9.36ex/s] preprocess datasets #3: 1%| | 19/1527 [00:05<02:46, 9.06ex/s][A[A[A preprocess datasets #2: 1%| | 19/1528 [00:05<02:44, 9.18ex/s][A[A preprocess datasets #4: 2%|▏ | 23/1527 [00:05<02:24, 10.43ex/s][A[A[A[A preprocess datasets #1: 1%|▏ | 21/1528 [00:05<02:39, 9.43ex/s][A preprocess datasets #3: 1%|▏ | 21/1527 [00:05<02:39, 9.43ex/s][A[A[A preprocess datasets #3: 2%|▏ | 23/1527 [00:05<02:16, 11.00ex/s][A[A[A preprocess datasets #0: 1%|▏ | 22/1528 [00:05<03:11, 7.87ex/s] preprocess datasets #2: 1%|▏ | 21/1528 [00:05<02:50, 8.83ex/s][A[A preprocess datasets #1: 2%|▏ | 23/1528 [00:05<02:43, 9.22ex/s][A preprocess datasets #4: 2%|▏ | 25/1527 [00:05<02:43, 9.20ex/s][A[A[A[A preprocess datasets #0: 2%|▏ | 23/1528 [00:05<03:04, 8.16ex/s] preprocess datasets #1: 2%|▏ | 25/1528 [00:05<02:26, 10.24ex/s][A preprocess datasets #2: 2%|▏ | 23/1528 [00:05<02:40, 9.36ex/s][A[A preprocess datasets #3: 2%|▏ | 25/1527 [00:05<02:22, 10.56ex/s][A[A[A preprocess datasets #0: 2%|▏ | 24/1528 [00:05<03:04, 8.13ex/s] preprocess datasets #4: 2%|▏ | 27/1527 [00:05<02:38, 9.46ex/s][A[A[A[A preprocess datasets #1: 2%|▏ | 27/1528 [00:05<02:32, 9.83ex/s][A preprocess datasets #3: 2%|▏ | 27/1527 [00:05<02:28, 10.10ex/s][A[A[A preprocess datasets #2: 2%|▏ | 25/1528 [00:05<02:45, 9.06ex/s][A[A preprocess datasets #0: 2%|▏ | 26/1528 [00:05<02:54, 8.59ex/s] preprocess datasets #4: 2%|▏ | 29/1527 [00:05<02:37, 9.50ex/s][A[A[A[A preprocess datasets #2: 2%|▏ | 27/1528 [00:05<02:32, 9.86ex/s][A[A preprocess datasets #3: 2%|▏ | 29/1527 [00:05<02:27, 10.13ex/s][A[A[A preprocess datasets #0: 2%|▏ | 28/1528 [00:06<02:47, 8.96ex/s] preprocess datasets #4: 2%|▏ | 31/1527 [00:06<02:36, 9.54ex/s][A[A[A[A preprocess datasets #1: 2%|▏ | 29/1528 [00:06<02:53, 8.63ex/s][A preprocess datasets #3: 2%|▏ | 31/1527 [00:06<02:06, 11.84ex/s][A[A[A preprocess datasets #2: 2%|▏ | 29/1528 [00:06<02:32, 9.82ex/s][A[A preprocess datasets #4: 2%|▏ | 32/1527 [00:06<02:38, 9.42ex/s][A[A[A[A preprocess datasets #0: 2%|▏ | 30/1528 [00:06<02:38, 9.43ex/s] preprocess datasets #1: 2%|▏ | 30/1528 [00:06<03:12, 7.78ex/s][A preprocess datasets #2: 2%|▏ | 31/1528 [00:06<02:09, 11.54ex/s][A[A preprocess datasets #4: 2%|▏ | 33/1527 [00:06<02:41, 9.27ex/s][A[A[A[A preprocess datasets #3: 2%|▏ | 33/1527 [00:06<02:17, 10.89ex/s][A[A[A preprocess datasets #0: 2%|▏ | 32/1528 [00:06<02:35, 9.64ex/s] preprocess datasets #3: 2%|▏ | 35/1527 [00:06<02:19, 10.70ex/s][A[A[A preprocess datasets #2: 2%|▏ | 33/1528 [00:06<02:21, 10.54ex/s][A[A preprocess datasets #1: 2%|▏ | 32/1528 [00:06<03:10, 7.84ex/s][A preprocess datasets #4: 2%|▏ | 35/1527 [00:06<02:43, 9.15ex/s][A[A[A[A preprocess datasets #0: 2%|▏ | 34/1528 [00:06<02:31, 9.84ex/s] preprocess datasets #3: 2%|▏ | 37/1527 [00:06<02:09, 11.48ex/s][A[A[A preprocess datasets #2: 2%|▏ | 35/1528 [00:06<02:23, 10.42ex/s][A[A preprocess datasets #0: 2%|▏ | 36/1528 [00:06<02:15, 10.98ex/s] preprocess datasets #1: 2%|▏ | 35/1528 [00:06<02:43, 9.14ex/s][A preprocess datasets #3: 3%|▎ | 39/1527 [00:06<02:14, 11.10ex/s][A[A[A preprocess datasets #2: 2%|▏ | 37/1528 [00:06<02:20, 10.65ex/s][A[A preprocess datasets #0: 2%|▏ | 38/1528 [00:06<02:10, 11.45ex/s] preprocess datasets #1: 2%|▏ | 37/1528 [00:06<02:36, 9.50ex/s][A preprocess datasets #3: 3%|▎ | 42/1527 [00:06<01:58, 12.53ex/s][A[A[A preprocess datasets #2: 3%|▎ | 39/1528 [00:07<02:22, 10.41ex/s][A[A preprocess datasets #0: 3%|▎ | 40/1528 [00:07<02:11, 11.34ex/s] preprocess datasets #1: 3%|▎ | 39/1528 [00:07<02:37, 9.44ex/s][A preprocess datasets #3: 3%|▎ | 44/1527 [00:07<01:59, 12.43ex/s][A[A[A preprocess datasets #0: 3%|▎ | 42/1528 [00:07<02:14, 11.05ex/s] preprocess datasets #2: 3%|▎ | 41/1528 [00:07<02:37, 9.47ex/s][A[A preprocess datasets #1: 3%|▎ | 41/1528 [00:07<02:41, 9.22ex/s][A preprocess datasets #3: 3%|▎ | 46/1527 [00:07<02:23, 10.32ex/s][A[A[A preprocess datasets #2: 3%|▎ | 43/1528 [00:07<02:22, 10.42ex/s][A[A preprocess datasets #4: 2%|▏ | 36/1527 [00:07<07:13, 3.44ex/s][A[A[A[A preprocess datasets #1: 3%|▎ | 43/1528 [00:07<02:33, 9.65ex/s][A preprocess datasets #3: 3%|▎ | 48/1527 [00:07<02:26, 10.12ex/s][A[A[A preprocess datasets #2: 3%|▎ | 45/1528 [00:07<02:23, 10.33ex/s][A[A preprocess datasets #4: 2%|▏ | 38/1527 [00:07<05:27, 4.55ex/s][A[A[A[A preprocess datasets #1: 3%|▎ | 44/1528 [00:07<02:38, 9.35ex/s][A preprocess datasets #0: 3%|▎ | 44/1528 [00:07<03:41, 6.70ex/s] preprocess datasets #2: 3%|▎ | 47/1528 [00:07<02:17, 10.79ex/s][A[A preprocess datasets #3: 3%|▎ | 50/1527 [00:07<02:25, 10.13ex/s][A[A[A preprocess datasets #1: 3%|▎ | 46/1528 [00:07<02:27, 10.05ex/s][A preprocess datasets #4: 3%|▎ | 40/1527 [00:07<04:29, 5.51ex/s][A[A[A[A preprocess datasets #0: 3%|▎ | 46/1528 [00:07<02:58, 8.30ex/s] preprocess datasets #4: 3%|▎ | 41/1527 [00:07<04:09, 5.97ex/s][A[A[A[A preprocess datasets #2: 3%|▎ | 49/1528 [00:08<02:22, 10.35ex/s][A[A preprocess datasets #1: 3%|▎ | 48/1528 [00:08<02:31, 9.75ex/s][A preprocess datasets #4: 3%|▎ | 42/1527 [00:08<04:09, 5.96ex/s][A[A[A[A preprocess datasets #1: 3%|▎ | 50/1528 [00:08<02:13, 11.03ex/s][A preprocess datasets #2: 3%|▎ | 51/1528 [00:08<02:22, 10.34ex/s][A[A preprocess datasets #3: 3%|▎ | 52/1527 [00:08<03:11, 7.70ex/s][A[A[A preprocess datasets #4: 3%|▎ | 43/1527 [00:08<03:50, 6.45ex/s][A[A[A[A preprocess datasets #3: 4%|▎ | 54/1527 [00:08<02:39, 9.24ex/s][A[A[A preprocess datasets #1: 3%|▎ | 52/1528 [00:08<02:14, 10.99ex/s][A preprocess datasets #2: 3%|▎ | 53/1528 [00:08<02:21, 10.45ex/s][A[A preprocess datasets #0: 3%|▎ | 48/1528 [00:08<04:02, 6.10ex/s] preprocess datasets #4: 3%|▎ | 45/1527 [00:08<03:20, 7.41ex/s][A[A[A[A preprocess datasets #3: 4%|▎ | 56/1527 [00:08<02:33, 9.56ex/s][A[A[A preprocess datasets #0: 3%|▎ | 49/1528 [00:08<03:51, 6.38ex/s] preprocess datasets #1: 4%|▎ | 54/1528 [00:08<02:21, 10.43ex/s][A preprocess datasets #4: 3%|▎ | 47/1527 [00:08<02:39, 9.30ex/s][A[A[A[A preprocess datasets #2: 4%|▎ | 55/1528 [00:08<02:27, 9.98ex/s][A[A preprocess datasets #0: 3%|▎ | 51/1528 [00:08<03:20, 7.36ex/s] preprocess datasets #3: 4%|▍ | 58/1527 [00:08<02:47, 8.77ex/s][A[A[A preprocess datasets #1: 4%|▎ | 56/1528 [00:08<02:31, 9.70ex/s][A preprocess datasets #4: 3%|▎ | 49/1527 [00:08<02:40, 9.21ex/s][A[A[A[A preprocess datasets #2: 4%|▎ | 57/1528 [00:08<02:30, 9.76ex/s][A[A preprocess datasets #0: 3%|▎ | 53/1528 [00:08<02:53, 8.48ex/s] preprocess datasets #3: 4%|▍ | 60/1527 [00:08<02:31, 9.69ex/s][A[A[A preprocess datasets #1: 4%|▍ | 58/1528 [00:09<02:30, 9.76ex/s][A preprocess datasets #2: 4%|▍ | 59/1528 [00:09<02:34, 9.53ex/s][A[A preprocess datasets #0: 4%|▎ | 55/1528 [00:09<02:40, 9.17ex/s] preprocess datasets #3: 4%|▍ | 62/1527 [00:09<02:18, 10.59ex/s][A[A[A preprocess datasets #4: 3%|▎ | 51/1527 [00:09<03:06, 7.91ex/s][A[A[A[A preprocess datasets #1: 4%|▍ | 60/1528 [00:09<02:23, 10.23ex/s][A preprocess datasets #2: 4%|▍ | 61/1528 [00:09<02:23, 10.23ex/s][A[A preprocess datasets #0: 4%|▎ | 57/1528 [00:09<02:32, 9.66ex/s] preprocess datasets #3: 4%|▍ | 64/1527 [00:09<02:28, 9.84ex/s][A[A[A preprocess datasets #4: 3%|▎ | 52/1527 [00:09<03:34, 6.88ex/s][A[A[A[A preprocess datasets #1: 4%|▍ | 62/1528 [00:09<02:24, 10.18ex/s][A preprocess datasets #2: 4%|▍ | 63/1528 [00:09<02:32, 9.59ex/s][A[A preprocess datasets #0: 4%|▍ | 59/1528 [00:09<02:36, 9.41ex/s] preprocess datasets #4: 3%|▎ | 53/1527 [00:09<03:30, 7.01ex/s][A[A[A[A preprocess datasets #3: 4%|▍ | 66/1527 [00:09<02:35, 9.39ex/s][A[A[A preprocess datasets #2: 4%|▍ | 64/1528 [00:09<02:44, 8.89ex/s][A[A preprocess datasets #1: 4%|▍ | 64/1528 [00:09<02:34, 9.47ex/s][A preprocess datasets #4: 4%|▎ | 55/1527 [00:09<03:02, 8.04ex/s][A[A[A[A preprocess datasets #0: 4%|▍ | 61/1528 [00:09<02:34, 9.51ex/s] preprocess datasets #1: 4%|▍ | 66/1528 [00:09<02:12, 11.03ex/s][A preprocess datasets #2: 4%|▍ | 66/1528 [00:09<02:34, 9.44ex/s][A[A preprocess datasets #3: 4%|▍ | 68/1527 [00:09<02:37, 9.27ex/s][A[A[A preprocess datasets #4: 4%|▎ | 56/1527 [00:09<03:15, 7.54ex/s][A[A[A[A preprocess datasets #1: 4%|▍ | 68/1528 [00:09<02:03, 11.81ex/s][A preprocess datasets #0: 4%|▍ | 63/1528 [00:09<02:34, 9.49ex/s] preprocess datasets #2: 4%|▍ | 68/1528 [00:09<02:20, 10.41ex/s][A[A preprocess datasets #3: 5%|▍ | 70/1527 [00:09<02:26, 9.96ex/s][A[A[A preprocess datasets #4: 4%|▎ | 57/1527 [00:10<03:20, 7.33ex/s][A[A[A[A preprocess datasets #1: 5%|▍ | 70/1528 [00:10<02:06, 11.53ex/s][A preprocess datasets #4: 4%|▍ | 58/1527 [00:10<03:09, 7.75ex/s][A[A[A[A preprocess datasets #0: 4%|▍ | 65/1528 [00:10<02:36, 9.37ex/s] preprocess datasets #2: 5%|▍ | 70/1528 [00:10<02:22, 10.24ex/s][A[A preprocess datasets #3: 5%|▍ | 72/1527 [00:10<02:34, 9.39ex/s][A[A[A preprocess datasets #4: 4%|▍ | 59/1527 [00:10<03:07, 7.84ex/s][A[A[A[A preprocess datasets #1: 5%|▍ | 72/1528 [00:10<02:09, 11.25ex/s][A preprocess datasets #0: 4%|▍ | 67/1528 [00:10<02:24, 10.11ex/s] preprocess datasets #2: 5%|▍ | 72/1528 [00:10<02:25, 9.98ex/s][A[A preprocess datasets #1: 5%|▍ | 74/1528 [00:10<01:56, 12.43ex/s][A preprocess datasets #0: 5%|▍ | 69/1528 [00:10<02:07, 11.45ex/s] preprocess datasets #3: 5%|▍ | 74/1527 [00:10<02:37, 9.23ex/s][A[A[A preprocess datasets #4: 4%|▍ | 61/1527 [00:10<03:07, 7.81ex/s][A[A[A[A preprocess datasets #1: 5%|▍ | 76/1528 [00:10<01:47, 13.45ex/s][A preprocess datasets #2: 5%|▍ | 74/1528 [00:10<02:25, 9.97ex/s][A[A preprocess datasets #3: 5%|▍ | 75/1527 [00:10<02:43, 8.90ex/s][A[A[A preprocess datasets #0: 5%|▍ | 71/1528 [00:10<02:13, 10.89ex/s] preprocess datasets #4: 4%|▍ | 63/1527 [00:10<02:40, 9.12ex/s][A[A[A[A preprocess datasets #2: 5%|▍ | 76/1528 [00:10<02:18, 10.45ex/s][A[A preprocess datasets #1: 5%|▌ | 78/1528 [00:10<02:09, 11.19ex/s][A preprocess datasets #3: 5%|▌ | 77/1527 [00:10<02:32, 9.49ex/s][A[A[A preprocess datasets #0: 5%|▍ | 73/1528 [00:10<02:14, 10.84ex/s] preprocess datasets #4: 4%|▍ | 64/1527 [00:10<02:56, 8.31ex/s][A[A[A[A preprocess datasets #2: 5%|▌ | 78/1528 [00:10<02:11, 11.05ex/s][A[A preprocess datasets #3: 5%|▌ | 78/1527 [00:10<02:42, 8.91ex/s][A[A[A preprocess datasets #0: 5%|▍ | 75/1528 [00:11<02:01, 11.96ex/s] preprocess datasets #1: 5%|▌ | 80/1528 [00:11<02:13, 10.82ex/s][A preprocess datasets #4: 4%|▍ | 65/1527 [00:10<03:04, 7.91ex/s][A[A[A[A preprocess datasets #3: 5%|▌ | 79/1527 [00:11<02:41, 8.95ex/s][A[A[A preprocess datasets #2: 5%|▌ | 80/1528 [00:11<02:18, 10.44ex/s][A[A preprocess datasets #1: 5%|▌ | 82/1528 [00:11<02:11, 11.01ex/s][A preprocess datasets #3: 5%|▌ | 81/1527 [00:11<02:22, 10.11ex/s][A[A[A preprocess datasets #0: 5%|▌ | 77/1528 [00:11<02:17, 10.53ex/s] preprocess datasets #4: 4%|▍ | 67/1527 [00:11<02:52, 8.45ex/s][A[A[A[A preprocess datasets #0: 5%|▌ | 79/1528 [00:11<02:10, 11.09ex/s] preprocess datasets #3: 5%|▌ | 83/1527 [00:11<02:16, 10.60ex/s][A[A[A preprocess datasets #1: 5%|▌ | 84/1528 [00:11<02:19, 10.37ex/s][A preprocess datasets #2: 5%|▌ | 82/1528 [00:11<02:35, 9.28ex/s][A[A preprocess datasets #4: 5%|▍ | 69/1527 [00:11<02:47, 8.68ex/s][A[A[A[A preprocess datasets #3: 6%|▌ | 85/1527 [00:11<02:00, 11.93ex/s][A[A[A preprocess datasets #2: 5%|▌ | 83/1528 [00:11<02:49, 8.52ex/s][A[A preprocess datasets #1: 6%|▌ | 86/1528 [00:11<02:24, 10.01ex/s][A preprocess datasets #0: 5%|▌ | 81/1528 [00:11<02:21, 10.22ex/s] preprocess datasets #4: 5%|▍ | 70/1527 [00:11<03:07, 7.76ex/s][A[A[A[A preprocess datasets #3: 6%|▌ | 87/1527 [00:11<02:07, 11.26ex/s][A[A[A preprocess datasets #4: 5%|▍ | 71/1527 [00:11<03:08, 7.72ex/s][A[A[A[A preprocess datasets #1: 6%|▌ | 88/1528 [00:11<02:19, 10.29ex/s][A preprocess datasets #2: 5%|▌ | 84/1528 [00:11<03:29, 6.89ex/s][A[A preprocess datasets #4: 5%|▍ | 72/1527 [00:11<03:00, 8.08ex/s][A[A[A[A preprocess datasets #0: 5%|▌ | 83/1528 [00:11<02:41, 8.97ex/s] preprocess datasets #3: 6%|▌ | 89/1527 [00:11<02:12, 10.88ex/s][A[A[A preprocess datasets #2: 6%|▌ | 85/1528 [00:11<03:41, 6.51ex/s][A[A preprocess datasets #4: 5%|▍ | 73/1527 [00:11<03:13, 7.52ex/s][A[A[A[A preprocess datasets #3: 6%|▌ | 91/1527 [00:12<02:06, 11.34ex/s][A[A[A preprocess datasets #0: 6%|▌ | 85/1528 [00:12<02:32, 9.44ex/s] preprocess datasets #1: 6%|▌ | 90/1528 [00:12<02:43, 8.79ex/s][A preprocess datasets #2: 6%|▌ | 87/1528 [00:12<02:51, 8.42ex/s][A[A preprocess datasets #4: 5%|▍ | 75/1527 [00:12<02:38, 9.19ex/s][A[A[A[A preprocess datasets #3: 6%|▌ | 93/1527 [00:12<02:03, 11.62ex/s][A[A[A preprocess datasets #1: 6%|▌ | 91/1528 [00:12<02:50, 8.43ex/s][A preprocess datasets #0: 6%|▌ | 87/1528 [00:12<02:28, 9.71ex/s] preprocess datasets #2: 6%|▌ | 88/1528 [00:12<03:01, 7.95ex/s][A[A preprocess datasets #4: 5%|▍ | 76/1527 [00:12<02:45, 8.79ex/s][A[A[A[A preprocess datasets #3: 6%|▌ | 95/1527 [00:12<01:49, 13.09ex/s][A[A[A preprocess datasets #1: 6%|▌ | 93/1528 [00:12<02:29, 9.61ex/s][A preprocess datasets #4: 5%|▌ | 77/1527 [00:12<02:41, 8.99ex/s][A[A[A[A preprocess datasets #2: 6%|▌ | 90/1528 [00:12<02:30, 9.56ex/s][A[A preprocess datasets #0: 6%|▌ | 89/1528 [00:12<02:27, 9.72ex/s] preprocess datasets #4: 5%|▌ | 78/1527 [00:12<02:43, 8.87ex/s][A[A[A[A preprocess datasets #2: 6%|▌ | 92/1528 [00:12<02:13, 10.79ex/s][A[A preprocess datasets #1: 6%|▌ | 95/1528 [00:12<02:26, 9.77ex/s][A preprocess datasets #3: 6%|▋ | 97/1527 [00:12<02:10, 11.00ex/s][A[A[A preprocess datasets #0: 6%|▌ | 90/1528 [00:12<02:31, 9.51ex/s] preprocess datasets #4: 5%|▌ | 79/1527 [00:12<03:06, 7.77ex/s][A[A[A[A preprocess datasets #0: 6%|▌ | 92/1528 [00:12<02:13, 10.74ex/s] preprocess datasets #3: 6%|▋ | 99/1527 [00:12<02:14, 10.61ex/s][A[A[A preprocess datasets #1: 6%|▋ | 97/1528 [00:12<02:30, 9.51ex/s][A preprocess datasets #2: 6%|▌ | 94/1528 [00:12<02:25, 9.84ex/s][A[A preprocess datasets #4: 5%|▌ | 80/1527 [00:12<03:12, 7.52ex/s][A[A[A[A preprocess datasets #2: 6%|▋ | 96/1528 [00:12<02:02, 11.68ex/s][A[A preprocess datasets #1: 6%|▋ | 99/1528 [00:12<02:11, 10.90ex/s][A preprocess datasets #3: 7%|▋ | 101/1527 [00:12<02:12, 10.80ex/s][A[A[A preprocess datasets #4: 5%|▌ | 81/1527 [00:12<03:13, 7.48ex/s][A[A[A[A preprocess datasets #0: 6%|▌ | 94/1528 [00:13<02:41, 8.90ex/s] preprocess datasets #2: 6%|▋ | 98/1528 [00:13<01:52, 12.71ex/s][A[A preprocess datasets #1: 7%|▋ | 101/1528 [00:13<02:04, 11.46ex/s][A preprocess datasets #3: 7%|▋ | 103/1527 [00:13<02:05, 11.34ex/s][A[A[A preprocess datasets #4: 5%|▌ | 83/1527 [00:13<02:51, 8.40ex/s][A[A[A[A preprocess datasets #0: 6%|▋ | 96/1528 [00:13<02:28, 9.62ex/s] preprocess datasets #2: 7%|▋ | 100/1528 [00:13<02:16, 10.46ex/s][A[A preprocess datasets #1: 7%|▋ | 103/1528 [00:13<02:23, 9.92ex/s][A preprocess datasets #4: 6%|▌ | 84/1527 [00:13<03:13, 7.47ex/s][A[A[A[A preprocess datasets #0: 6%|▋ | 98/1528 [00:13<02:26, 9.75ex/s] preprocess datasets #4: 6%|▌ | 85/1527 [00:13<03:07, 7.69ex/s][A[A[A[A preprocess datasets #2: 7%|▋ | 102/1528 [00:13<02:12, 10.80ex/s][A[A preprocess datasets #1: 7%|▋ | 105/1528 [00:13<02:09, 10.95ex/s][A preprocess datasets #3: 7%|▋ | 105/1527 [00:13<03:03, 7.76ex/s][A[A[A preprocess datasets #0: 7%|▋ | 100/1528 [00:13<02:30, 9.51ex/s] preprocess datasets #1: 7%|▋ | 107/1528 [00:13<02:02, 11.63ex/s][A preprocess datasets #2: 7%|▋ | 104/1528 [00:13<02:15, 10.52ex/s][A[A preprocess datasets #4: 6%|▌ | 87/1527 [00:13<02:53, 8.30ex/s][A[A[A[A preprocess datasets #3: 7%|▋ | 106/1527 [00:13<03:14, 7.30ex/s][A[A[A preprocess datasets #0: 7%|▋ | 102/1528 [00:13<02:20, 10.17ex/s] preprocess datasets #2: 7%|▋ | 106/1528 [00:13<02:05, 11.37ex/s][A[A preprocess datasets #1: 7%|▋ | 109/1528 [00:13<02:11, 10.82ex/s][A preprocess datasets #4: 6%|▌ | 88/1527 [00:13<03:09, 7.61ex/s][A[A[A[A preprocess datasets #3: 7%|▋ | 107/1527 [00:13<03:21, 7.04ex/s][A[A[A preprocess datasets #0: 7%|▋ | 104/1528 [00:14<02:18, 10.31ex/s] preprocess datasets #2: 7%|▋ | 109/1528 [00:13<01:45, 13.49ex/s][A[A preprocess datasets #4: 6%|▌ | 89/1527 [00:13<03:26, 6.96ex/s][A[A[A[A preprocess datasets #3: 7%|▋ | 108/1527 [00:14<03:23, 6.97ex/s][A[A[A preprocess datasets #1: 7%|▋ | 111/1528 [00:14<02:23, 9.87ex/s][A preprocess datasets #0: 7%|▋ | 106/1528 [00:14<01:59, 11.92ex/s] preprocess datasets #4: 6%|▌ | 90/1527 [00:14<03:15, 7.34ex/s][A[A[A[A preprocess datasets #2: 7%|▋ | 111/1528 [00:14<01:52, 12.61ex/s][A[A preprocess datasets #3: 7%|▋ | 110/1527 [00:14<02:51, 8.27ex/s][A[A[A preprocess datasets #1: 7%|▋ | 113/1528 [00:14<02:15, 10.43ex/s][A preprocess datasets #0: 7%|▋ | 108/1528 [00:14<02:06, 11.22ex/s] preprocess datasets #4: 6%|▌ | 91/1527 [00:14<03:24, 7.03ex/s][A[A[A[A preprocess datasets #2: 7%|▋ | 113/1528 [00:14<02:00, 11.78ex/s][A[A preprocess datasets #3: 7%|▋ | 112/1527 [00:14<02:42, 8.68ex/s][A[A[A preprocess datasets #1: 8%|▊ | 115/1528 [00:14<02:12, 10.65ex/s][A preprocess datasets #4: 6%|▌ | 92/1527 [00:14<03:21, 7.13ex/s][A[A[A[A preprocess datasets #2: 8%|▊ | 115/1528 [00:14<01:53, 12.46ex/s][A[A preprocess datasets #0: 7%|▋ | 110/1528 [00:14<02:16, 10.39ex/s] preprocess datasets #1: 8%|▊ | 117/1528 [00:14<02:05, 11.28ex/s][A preprocess datasets #4: 6%|▌ | 93/1527 [00:14<03:28, 6.89ex/s][A[A[A[A preprocess datasets #3: 7%|▋ | 114/1527 [00:14<02:43, 8.62ex/s][A[A[A preprocess datasets #2: 8%|▊ | 117/1528 [00:14<02:00, 11.71ex/s][A[A preprocess datasets #4: 6%|▌ | 94/1527 [00:14<03:19, 7.18ex/s][A[A[A[A preprocess datasets #0: 7%|▋ | 112/1528 [00:14<02:23, 9.88ex/s] preprocess datasets #1: 8%|▊ | 119/1528 [00:14<02:08, 10.98ex/s][A preprocess datasets #3: 8%|▊ | 115/1527 [00:14<02:58, 7.89ex/s][A[A[A preprocess datasets #4: 6%|▋ | 96/1527 [00:14<02:53, 8.23ex/s][A[A[A[A preprocess datasets #3: 8%|▊ | 116/1527 [00:14<02:51, 8.23ex/s][A[A[A preprocess datasets #2: 8%|▊ | 119/1528 [00:14<02:16, 10.29ex/s][A[A preprocess datasets #0: 7%|▋ | 114/1528 [00:14<02:25, 9.72ex/s] preprocess datasets #1: 8%|▊ | 121/1528 [00:14<02:14, 10.49ex/s][A preprocess datasets #3: 8%|▊ | 117/1527 [00:15<03:07, 7.50ex/s][A[A[A preprocess datasets #2: 8%|▊ | 121/1528 [00:15<02:11, 10.71ex/s][A[A preprocess datasets #4: 6%|▋ | 98/1527 [00:15<02:45, 8.62ex/s][A[A[A[A preprocess datasets #1: 8%|▊ | 123/1528 [00:15<02:07, 10.98ex/s][A preprocess datasets #3: 8%|▊ | 118/1527 [00:15<03:01, 7.77ex/s][A[A[A preprocess datasets #0: 8%|▊ | 116/1528 [00:15<02:40, 8.80ex/s] preprocess datasets #1: 8%|▊ | 125/1528 [00:15<02:03, 11.35ex/s][A preprocess datasets #2: 8%|▊ | 123/1528 [00:15<02:13, 10.54ex/s][A[A preprocess datasets #3: 8%|▊ | 119/1527 [00:15<02:54, 8.07ex/s][A[A[A preprocess datasets #4: 7%|▋ | 100/1527 [00:15<02:37, 9.09ex/s][A[A[A[A preprocess datasets #0: 8%|▊ | 118/1528 [00:15<02:32, 9.23ex/s] preprocess datasets #4: 7%|▋ | 101/1527 [00:15<02:42, 8.79ex/s][A[A[A[A preprocess datasets #0: 8%|▊ | 119/1528 [00:15<02:31, 9.27ex/s] preprocess datasets #1: 8%|▊ | 127/1528 [00:15<02:12, 10.60ex/s][A preprocess datasets #3: 8%|▊ | 121/1527 [00:15<02:44, 8.53ex/s][A[A[A preprocess datasets #2: 8%|▊ | 125/1528 [00:15<02:23, 9.79ex/s][A[A preprocess datasets #4: 7%|▋ | 102/1527 [00:15<02:38, 9.02ex/s][A[A[A[A preprocess datasets #0: 8%|▊ | 121/1528 [00:15<02:16, 10.31ex/s] preprocess datasets #2: 8%|▊ | 127/1528 [00:15<02:08, 10.92ex/s][A[A preprocess datasets #3: 8%|▊ | 122/1527 [00:15<02:57, 7.91ex/s][A[A[A preprocess datasets #1: 8%|▊ | 129/1528 [00:15<02:14, 10.38ex/s][A preprocess datasets #4: 7%|▋ | 104/1527 [00:15<02:42, 8.75ex/s][A[A[A[A preprocess datasets #0: 8%|▊ | 123/1528 [00:15<02:13, 10.54ex/s] preprocess datasets #3: 8%|▊ | 124/1527 [00:15<02:31, 9.26ex/s][A[A[A preprocess datasets #1: 9%|▊ | 131/1528 [00:15<02:04, 11.24ex/s][A preprocess datasets #2: 8%|▊ | 129/1528 [00:15<02:12, 10.58ex/s][A[A preprocess datasets #4: 7%|▋ | 106/1527 [00:15<02:16, 10.39ex/s][A[A[A[A preprocess datasets #0: 8%|▊ | 125/1528 [00:16<02:07, 11.04ex/s] preprocess datasets #1: 9%|▊ | 133/1528 [00:16<02:04, 11.19ex/s][A preprocess datasets #4: 7%|▋ | 108/1527 [00:16<02:01, 11.66ex/s][A[A[A[A preprocess datasets #3: 8%|▊ | 126/1527 [00:16<02:34, 9.05ex/s][A[A[A preprocess datasets #2: 9%|▊ | 131/1528 [00:16<02:18, 10.05ex/s][A[A preprocess datasets #0: 8%|▊ | 127/1528 [00:16<02:04, 11.25ex/s] preprocess datasets #3: 8%|▊ | 127/1527 [00:16<02:33, 9.10ex/s][A[A[A preprocess datasets #4: 7%|▋ | 110/1527 [00:16<02:04, 11.34ex/s][A[A[A[A preprocess datasets #1: 9%|▉ | 135/1528 [00:16<02:09, 10.72ex/s][A preprocess datasets #3: 8%|▊ | 128/1527 [00:16<02:44, 8.52ex/s][A[A[A preprocess datasets #2: 9%|▊ | 133/1528 [00:16<02:32, 9.15ex/s][A[A preprocess datasets #1: 9%|▉ | 137/1528 [00:16<01:55, 12.04ex/s][A preprocess datasets #0: 8%|▊ | 129/1528 [00:16<02:12, 10.59ex/s] preprocess datasets #4: 7%|▋ | 112/1527 [00:16<02:01, 11.68ex/s][A[A[A[A preprocess datasets #3: 8%|▊ | 129/1527 [00:16<02:38, 8.82ex/s][A[A[A preprocess datasets #1: 9%|▉ | 139/1528 [00:16<02:00, 11.54ex/s][A preprocess datasets #2: 9%|▉ | 135/1528 [00:16<02:26, 9.49ex/s][A[A preprocess datasets #0: 9%|▊ | 131/1528 [00:16<02:10, 10.71ex/s] preprocess datasets #4: 7%|▋ | 114/1527 [00:16<02:06, 11.21ex/s][A[A[A[A preprocess datasets #3: 9%|▊ | 131/1527 [00:16<02:35, 8.98ex/s][A[A[A preprocess datasets #0: 9%|▊ | 133/1528 [00:16<01:57, 11.85ex/s] preprocess datasets #1: 9%|▉ | 141/1528 [00:16<01:58, 11.68ex/s][A preprocess datasets #2: 9%|▉ | 137/1528 [00:16<02:21, 9.85ex/s][A[A preprocess datasets #4: 8%|▊ | 116/1527 [00:16<02:11, 10.71ex/s][A[A[A[A preprocess datasets #3: 9%|▊ | 133/1527 [00:16<02:29, 9.31ex/s][A[A[A preprocess datasets #0: 9%|▉ | 135/1528 [00:16<01:58, 11.73ex/s] preprocess datasets #2: 9%|▉ | 139/1528 [00:16<02:10, 10.65ex/s][A[A preprocess datasets #1: 9%|▉ | 143/1528 [00:16<02:06, 10.91ex/s][A preprocess datasets #0: 9%|▉ | 137/1528 [00:17<01:48, 12.86ex/s] preprocess datasets #3: 9%|▉ | 135/1527 [00:16<02:16, 10.22ex/s][A[A[A preprocess datasets #2: 9%|▉ | 141/1528 [00:17<02:04, 11.14ex/s][A[A preprocess datasets #1: 9%|▉ | 145/1528 [00:17<01:54, 12.06ex/s][A preprocess datasets #4: 8%|▊ | 118/1527 [00:17<02:28, 9.46ex/s][A[A[A[A preprocess datasets #3: 9%|▉ | 137/1527 [00:17<02:10, 10.69ex/s][A[A[A preprocess datasets #4: 8%|▊ | 119/1527 [00:17<02:38, 8.89ex/s][A[A[A[A preprocess datasets #0: 9%|▉ | 139/1528 [00:17<02:00, 11.55ex/s] preprocess datasets #2: 9%|▉ | 143/1528 [00:17<02:02, 11.35ex/s][A[A preprocess datasets #4: 8%|▊ | 120/1527 [00:17<02:38, 8.87ex/s][A[A[A[A preprocess datasets #2: 9%|▉ | 145/1528 [00:17<01:48, 12.75ex/s][A[A preprocess datasets #1: 10%|▉ | 147/1528 [00:17<02:21, 9.78ex/s][A preprocess datasets #3: 9%|▉ | 139/1527 [00:17<02:16, 10.15ex/s][A[A[A preprocess datasets #0: 9%|▉ | 141/1528 [00:17<02:12, 10.48ex/s] preprocess datasets #4: 8%|▊ | 121/1527 [00:17<02:47, 8.40ex/s][A[A[A[A preprocess datasets #1: 10%|▉ | 149/1528 [00:17<02:17, 10.04ex/s][A preprocess datasets #4: 8%|▊ | 122/1527 [00:17<02:41, 8.68ex/s][A[A[A[A preprocess datasets #2: 10%|▉ | 147/1528 [00:17<02:11, 10.49ex/s][A[A preprocess datasets #3: 9%|▉ | 141/1527 [00:17<02:22, 9.71ex/s][A[A[A preprocess datasets #0: 9%|▉ | 143/1528 [00:17<02:17, 10.05ex/s] preprocess datasets #1: 10%|▉ | 151/1528 [00:17<02:01, 11.37ex/s][A preprocess datasets #3: 9%|▉ | 142/1527 [00:17<02:25, 9.51ex/s][A[A[A preprocess datasets #4: 8%|▊ | 124/1527 [00:17<02:39, 8.82ex/s][A[A[A[A preprocess datasets #1: 10%|█ | 153/1528 [00:17<01:59, 11.54ex/s][A preprocess datasets #0: 9%|▉ | 145/1528 [00:17<02:19, 9.93ex/s] preprocess datasets #2: 10%|▉ | 149/1528 [00:17<02:32, 9.03ex/s][A[A preprocess datasets #4: 8%|▊ | 125/1527 [00:17<02:40, 8.71ex/s][A[A[A[A preprocess datasets #3: 9%|▉ | 144/1527 [00:17<02:27, 9.40ex/s][A[A[A preprocess datasets #1: 10%|█ | 155/1528 [00:18<02:06, 10.82ex/s][A preprocess datasets #2: 10%|▉ | 151/1528 [00:18<02:17, 10.03ex/s][A[A preprocess datasets #4: 8%|▊ | 126/1527 [00:18<02:49, 8.24ex/s][A[A[A[A preprocess datasets #3: 10%|▉ | 146/1527 [00:18<02:12, 10.46ex/s][A[A[A preprocess datasets #0: 10%|▉ | 147/1528 [00:18<02:29, 9.27ex/s] preprocess datasets #2: 10%|█ | 153/1528 [00:18<01:57, 11.68ex/s][A[A preprocess datasets #4: 8%|▊ | 128/1527 [00:18<02:39, 8.78ex/s][A[A[A[A preprocess datasets #1: 10%|█ | 157/1528 [00:18<02:20, 9.77ex/s][A preprocess datasets #4: 8%|▊ | 129/1527 [00:18<02:36, 8.96ex/s][A[A[A[A preprocess datasets #0: 10%|▉ | 149/1528 [00:18<02:35, 8.89ex/s] preprocess datasets #2: 10%|█ | 155/1528 [00:18<02:10, 10.53ex/s][A[A preprocess datasets #3: 10%|▉ | 148/1527 [00:18<02:40, 8.60ex/s][A[A[A preprocess datasets #1: 10%|█ | 159/1528 [00:18<02:20, 9.73ex/s][A preprocess datasets #2: 10%|█ | 157/1528 [00:18<02:02, 11.17ex/s][A[A preprocess datasets #4: 9%|▊ | 131/1527 [00:18<02:26, 9.51ex/s][A[A[A[A preprocess datasets #0: 10%|▉ | 151/1528 [00:18<02:26, 9.41ex/s] preprocess datasets #3: 10%|▉ | 150/1527 [00:18<02:16, 10.11ex/s][A[A[A preprocess datasets #0: 10%|▉ | 152/1528 [00:18<02:26, 9.38ex/s] preprocess datasets #4: 9%|▊ | 133/1527 [00:18<02:17, 10.14ex/s][A[A[A[A preprocess datasets #3: 10%|▉ | 152/1527 [00:18<02:12, 10.35ex/s][A[A[A preprocess datasets #1: 11%|█ | 161/1528 [00:18<02:26, 9.35ex/s][A preprocess datasets #0: 10%|█ | 154/1528 [00:18<02:11, 10.42ex/s] preprocess datasets #2: 10%|█ | 159/1528 [00:18<02:22, 9.61ex/s][A[A preprocess datasets #1: 11%|█ | 162/1528 [00:18<02:29, 9.14ex/s][A preprocess datasets #3: 10%|█ | 154/1527 [00:18<02:01, 11.27ex/s][A[A[A preprocess datasets #4: 9%|▉ | 136/1527 [00:18<01:55, 12.09ex/s][A[A[A[A preprocess datasets #1: 11%|█ | 163/1528 [00:19<02:33, 8.92ex/s][A preprocess datasets #3: 10%|█ | 156/1527 [00:18<01:50, 12.43ex/s][A[A[A preprocess datasets #0: 10%|█ | 156/1528 [00:19<02:16, 10.04ex/s] preprocess datasets #4: 9%|▉ | 138/1527 [00:19<01:49, 12.73ex/s][A[A[A[A preprocess datasets #2: 11%|█ | 161/1528 [00:19<02:31, 9.03ex/s][A[A preprocess datasets #3: 10%|█ | 158/1527 [00:19<01:47, 12.72ex/s][A[A[A preprocess datasets #1: 11%|█ | 164/1528 [00:19<02:50, 8.00ex/s][A preprocess datasets #4: 9%|▉ | 140/1527 [00:19<01:43, 13.39ex/s][A[A[A[A preprocess datasets #2: 11%|█ | 163/1528 [00:19<02:14, 10.17ex/s][A[A preprocess datasets #0: 10%|█ | 158/1528 [00:19<02:17, 9.99ex/s] preprocess datasets #1: 11%|█ | 166/1528 [00:19<02:19, 9.73ex/s][A preprocess datasets #3: 10%|█ | 160/1527 [00:19<01:50, 12.34ex/s][A[A[A preprocess datasets #0: 10%|█ | 160/1528 [00:19<02:03, 11.06ex/s] preprocess datasets #1: 11%|█ | 168/1528 [00:19<02:09, 10.47ex/s][A preprocess datasets #0: 11%|█ | 162/1528 [00:19<01:49, 12.52ex/s] preprocess datasets #3: 11%|█ | 162/1527 [00:19<01:52, 12.19ex/s][A[A[A preprocess datasets #4: 9%|▉ | 142/1527 [00:19<02:17, 10.08ex/s][A[A[A[A preprocess datasets #2: 11%|█ | 166/1528 [00:19<02:17, 9.90ex/s][A[A preprocess datasets #0: 11%|█ | 164/1528 [00:19<02:04, 10.99ex/s] preprocess datasets #1: 11%|█ | 170/1528 [00:19<02:35, 8.74ex/s][A preprocess datasets #2: 11%|█ | 168/1528 [00:19<02:23, 9.50ex/s][A[A preprocess datasets #4: 9%|▉ | 144/1527 [00:19<02:34, 8.95ex/s][A[A[A[A preprocess datasets #3: 11%|█ | 164/1527 [00:19<02:23, 9.51ex/s][A[A[A preprocess datasets #1: 11%|█ | 171/1528 [00:19<02:35, 8.73ex/s][A preprocess datasets #0: 11%|█ | 166/1528 [00:19<02:05, 10.88ex/s] preprocess datasets #4: 10%|▉ | 146/1527 [00:19<02:22, 9.69ex/s][A[A[A[A preprocess datasets #1: 11%|█▏ | 173/1528 [00:20<02:18, 9.82ex/s][A preprocess datasets #3: 11%|█ | 166/1527 [00:20<02:36, 8.71ex/s][A[A[A preprocess datasets #2: 11%|█ | 170/1528 [00:20<02:45, 8.19ex/s][A[A preprocess datasets #0: 11%|█ | 168/1528 [00:20<02:14, 10.07ex/s] preprocess datasets #1: 11%|█▏ | 175/1528 [00:20<02:05, 10.76ex/s][A preprocess datasets #4: 10%|▉ | 149/1527 [00:20<02:12, 10.43ex/s][A[A[A[A preprocess datasets #2: 11%|█▏ | 172/1528 [00:20<02:28, 9.12ex/s][A[A preprocess datasets #3: 11%|█ | 168/1527 [00:20<02:24, 9.41ex/s][A[A[A preprocess datasets #0: 11%|█ | 170/1528 [00:20<02:19, 9.71ex/s] preprocess datasets #4: 10%|▉ | 151/1527 [00:20<02:13, 10.32ex/s][A[A[A[A preprocess datasets #3: 11%|█ | 170/1527 [00:20<02:11, 10.32ex/s][A[A[A preprocess datasets #2: 11%|█▏ | 174/1528 [00:20<02:32, 8.88ex/s][A[A preprocess datasets #1: 12%|█▏ | 177/1528 [00:20<02:34, 8.73ex/s][A preprocess datasets #0: 11%|█▏ | 172/1528 [00:20<02:20, 9.68ex/s] preprocess datasets #4: 10%|█ | 153/1527 [00:20<02:15, 10.18ex/s][A[A[A[A preprocess datasets #3: 11%|█▏ | 172/1527 [00:20<02:10, 10.34ex/s][A[A[A preprocess datasets #1: 12%|█▏ | 179/1528 [00:20<02:10, 10.31ex/s][A preprocess datasets #2: 11%|█▏ | 175/1528 [00:20<02:40, 8.44ex/s][A[A preprocess datasets #0: 11%|█▏ | 173/1528 [00:20<02:20, 9.66ex/s] preprocess datasets #3: 11%|█▏ | 174/1527 [00:20<02:04, 10.90ex/s][A[A[A preprocess datasets #2: 12%|█▏ | 177/1528 [00:20<02:25, 9.29ex/s][A[A preprocess datasets #1: 12%|█▏ | 181/1528 [00:20<02:12, 10.16ex/s][A preprocess datasets #4: 10%|█ | 155/1527 [00:20<02:24, 9.52ex/s][A[A[A[A preprocess datasets #0: 11%|█▏ | 175/1528 [00:20<02:20, 9.63ex/s] preprocess datasets #2: 12%|█▏ | 178/1528 [00:20<02:31, 8.89ex/s][A[A preprocess datasets #4: 10%|█ | 156/1527 [00:20<02:25, 9.45ex/s][A[A[A[A preprocess datasets #3: 12%|█▏ | 176/1527 [00:20<02:09, 10.45ex/s][A[A[A preprocess datasets #0: 12%|█▏ | 176/1528 [00:21<02:24, 9.37ex/s] preprocess datasets #1: 12%|█▏ | 183/1528 [00:21<02:11, 10.19ex/s][A preprocess datasets #4: 10%|█ | 157/1527 [00:21<02:33, 8.94ex/s][A[A[A[A preprocess datasets #2: 12%|█▏ | 180/1528 [00:21<02:22, 9.43ex/s][A[A preprocess datasets #0: 12%|█▏ | 178/1528 [00:21<02:19, 9.67ex/s] preprocess datasets #1: 12%|█▏ | 185/1528 [00:21<02:08, 10.46ex/s][A preprocess datasets #3: 12%|█▏ | 178/1527 [00:21<02:20, 9.60ex/s][A[A[A preprocess datasets #2: 12%|█▏ | 181/1528 [00:21<02:22, 9.46ex/s][A[A preprocess datasets #4: 10%|█ | 159/1527 [00:21<02:15, 10.08ex/s][A[A[A[A preprocess datasets #0: 12%|█▏ | 179/1528 [00:21<02:23, 9.42ex/s] preprocess datasets #3: 12%|█▏ | 180/1527 [00:21<01:58, 11.37ex/s][A[A[A preprocess datasets #2: 12%|█▏ | 183/1528 [00:21<02:03, 10.91ex/s][A[A preprocess datasets #1: 12%|█▏ | 187/1528 [00:21<02:06, 10.58ex/s][A preprocess datasets #4: 11%|█ | 161/1527 [00:21<02:14, 10.13ex/s][A[A[A[A preprocess datasets #0: 12%|█▏ | 181/1528 [00:21<02:05, 10.72ex/s] preprocess datasets #3: 12%|█▏ | 182/1527 [00:21<02:02, 10.97ex/s][A[A[A preprocess datasets #2: 12%|█▏ | 185/1528 [00:21<02:01, 11.04ex/s][A[A preprocess datasets #1: 12%|█▏ | 189/1528 [00:21<02:14, 9.99ex/s][A preprocess datasets #4: 11%|█ | 163/1527 [00:21<02:30, 9.04ex/s][A[A[A[A preprocess datasets #3: 12%|█▏ | 184/1527 [00:21<02:11, 10.21ex/s][A[A[A preprocess datasets #0: 12%|█▏ | 183/1528 [00:21<02:35, 8.67ex/s] preprocess datasets #4: 11%|█ | 164/1527 [00:21<02:42, 8.38ex/s][A[A[A[A preprocess datasets #2: 12%|█▏ | 187/1528 [00:21<02:38, 8.46ex/s][A[A preprocess datasets #0: 12%|█▏ | 185/1528 [00:21<02:21, 9.50ex/s] preprocess datasets #1: 12%|█▎ | 191/1528 [00:22<02:53, 7.72ex/s][A preprocess datasets #2: 12%|█▏ | 188/1528 [00:22<02:39, 8.42ex/s][A[A preprocess datasets #3: 12%|█▏ | 186/1527 [00:21<02:26, 9.14ex/s][A[A[A preprocess datasets #4: 11%|█ | 165/1527 [00:22<02:58, 7.61ex/s][A[A[A[A preprocess datasets #2: 12%|█▏ | 189/1528 [00:22<02:34, 8.66ex/s][A[A preprocess datasets #0: 12%|█▏ | 187/1528 [00:22<02:16, 9.80ex/s] preprocess datasets #1: 13%|█▎ | 192/1528 [00:22<02:58, 7.48ex/s][A preprocess datasets #3: 12%|█▏ | 188/1527 [00:22<02:21, 9.49ex/s][A[A[A preprocess datasets #2: 12%|█▏ | 190/1528 [00:22<02:31, 8.84ex/s][A[A preprocess datasets #4: 11%|█ | 166/1527 [00:22<03:16, 6.94ex/s][A[A[A[A preprocess datasets #1: 13%|█▎ | 193/1528 [00:22<02:54, 7.64ex/s][A preprocess datasets #0: 12%|█▏ | 189/1528 [00:22<02:08, 10.43ex/s] preprocess datasets #2: 12%|█▎ | 191/1528 [00:22<02:35, 8.59ex/s][A[A preprocess datasets #4: 11%|█ | 167/1527 [00:22<03:12, 7.06ex/s][A[A[A[A preprocess datasets #1: 13%|█▎ | 195/1528 [00:22<02:41, 8.24ex/s][A preprocess datasets #4: 11%|█ | 168/1527 [00:22<03:06, 7.29ex/s][A[A[A[A preprocess datasets #3: 12%|█▏ | 190/1527 [00:22<02:37, 8.48ex/s][A[A[A preprocess datasets #0: 12%|█▎ | 191/1528 [00:22<02:15, 9.84ex/s] preprocess datasets #2: 13%|█▎ | 193/1528 [00:22<02:27, 9.07ex/s][A[A preprocess datasets #1: 13%|█▎ | 196/1528 [00:22<02:36, 8.52ex/s][A preprocess datasets #1: 13%|█▎ | 197/1528 [00:22<02:33, 8.64ex/s][A preprocess datasets #2: 13%|█▎ | 195/1528 [00:22<02:12, 10.09ex/s][A[A preprocess datasets #0: 13%|█▎ | 193/1528 [00:22<02:15, 9.84ex/s] preprocess datasets #4: 11%|█ | 170/1527 [00:22<02:55, 7.74ex/s][A[A[A[A preprocess datasets #3: 13%|█▎ | 192/1527 [00:22<02:38, 8.41ex/s][A[A[A preprocess datasets #1: 13%|█▎ | 199/1528 [00:22<02:10, 10.21ex/s][A preprocess datasets #3: 13%|█▎ | 193/1527 [00:22<02:41, 8.26ex/s][A[A[A preprocess datasets #4: 11%|█▏ | 172/1527 [00:22<02:38, 8.55ex/s][A[A[A[A preprocess datasets #0: 13%|█▎ | 195/1528 [00:23<02:25, 9.18ex/s] preprocess datasets #2: 13%|█▎ | 197/1528 [00:22<02:31, 8.76ex/s][A[A preprocess datasets #1: 13%|█▎ | 201/1528 [00:23<02:06, 10.50ex/s][A preprocess datasets #0: 13%|█▎ | 196/1528 [00:23<02:25, 9.16ex/s] preprocess datasets #2: 13%|█▎ | 199/1528 [00:23<02:03, 10.76ex/s][A[A preprocess datasets #4: 11%|█▏ | 174/1527 [00:23<02:25, 9.33ex/s][A[A[A[A preprocess datasets #3: 13%|█▎ | 195/1527 [00:23<02:45, 8.07ex/s][A[A[A preprocess datasets #0: 13%|█▎ | 197/1528 [00:23<02:27, 9.05ex/s] preprocess datasets #4: 11%|█▏ | 175/1527 [00:23<02:27, 9.20ex/s][A[A[A[A preprocess datasets #1: 13%|█▎ | 203/1528 [00:23<02:12, 10.01ex/s][A preprocess datasets #2: 13%|█▎ | 201/1528 [00:23<01:53, 11.71ex/s][A[A preprocess datasets #3: 13%|█▎ | 197/1527 [00:23<02:24, 9.20ex/s][A[A[A preprocess datasets #0: 13%|█▎ | 198/1528 [00:23<02:27, 9.01ex/s] preprocess datasets #4: 12%|█▏ | 176/1527 [00:23<02:33, 8.79ex/s][A[A[A[A preprocess datasets #2: 13%|█▎ | 203/1528 [00:23<01:47, 12.28ex/s][A[A preprocess datasets #1: 13%|█▎ | 205/1528 [00:23<02:03, 10.70ex/s][A preprocess datasets #3: 13%|█▎ | 198/1527 [00:23<02:28, 8.94ex/s][A[A[A preprocess datasets #0: 13%|█▎ | 201/1528 [00:23<01:56, 11.43ex/s] preprocess datasets #1: 14%|█▎ | 207/1528 [00:23<01:46, 12.39ex/s][A preprocess datasets #3: 13%|█▎ | 199/1527 [00:23<02:32, 8.69ex/s][A[A[A preprocess datasets #2: 13%|█▎ | 205/1528 [00:23<01:53, 11.62ex/s][A[A preprocess datasets #4: 12%|█▏ | 178/1527 [00:23<02:41, 8.33ex/s][A[A[A[A preprocess datasets #1: 14%|█▎ | 209/1528 [00:23<01:49, 12.00ex/s][A preprocess datasets #4: 12%|█▏ | 179/1527 [00:23<02:35, 8.64ex/s][A[A[A[A preprocess datasets #3: 13%|█▎ | 201/1527 [00:23<02:16, 9.69ex/s][A[A[A preprocess datasets #0: 13%|█▎ | 203/1528 [00:23<02:09, 10.25ex/s] preprocess datasets #2: 14%|█▎ | 207/1528 [00:23<01:54, 11.49ex/s][A[A preprocess datasets #1: 14%|█▍ | 211/1528 [00:23<01:47, 12.21ex/s][A preprocess datasets #3: 13%|█▎ | 202/1527 [00:23<02:37, 8.41ex/s][A[A[A preprocess datasets #4: 12%|█▏ | 181/1527 [00:23<02:26, 9.21ex/s][A[A[A[A preprocess datasets #0: 13%|█▎ | 205/1528 [00:23<02:07, 10.41ex/s] preprocess datasets #2: 14%|█▎ | 210/1528 [00:23<01:43, 12.69ex/s][A[A preprocess datasets #1: 14%|█▍ | 213/1528 [00:24<01:43, 12.69ex/s][A preprocess datasets #3: 13%|█▎ | 204/1527 [00:23<02:10, 10.13ex/s][A[A[A preprocess datasets #0: 14%|█▎ | 207/1528 [00:24<02:07, 10.38ex/s] preprocess datasets #2: 14%|█▍ | 212/1528 [00:24<01:50, 11.92ex/s][A[A preprocess datasets #1: 14%|█▍ | 215/1528 [00:24<01:46, 12.38ex/s][A preprocess datasets #4: 12%|█▏ | 183/1527 [00:24<02:35, 8.62ex/s][A[A[A[A preprocess datasets #3: 13%|█▎ | 206/1527 [00:24<02:15, 9.75ex/s][A[A[A preprocess datasets #4: 12%|█▏ | 184/1527 [00:24<02:40, 8.37ex/s][A[A[A[A preprocess datasets #2: 14%|█▍ | 214/1528 [00:24<01:47, 12.20ex/s][A[A preprocess datasets #1: 14%|█▍ | 217/1528 [00:24<01:55, 11.35ex/s][A preprocess datasets #0: 14%|█▎ | 209/1528 [00:24<02:28, 8.90ex/s] preprocess datasets #3: 14%|█▎ | 208/1527 [00:24<02:13, 9.85ex/s][A[A[A preprocess datasets #4: 12%|█▏ | 186/1527 [00:24<02:24, 9.26ex/s][A[A[A[A preprocess datasets #2: 14%|█▍ | 216/1528 [00:24<01:48, 12.07ex/s][A[A preprocess datasets #1: 14%|█▍ | 219/1528 [00:24<01:52, 11.68ex/s][A preprocess datasets #0: 14%|█▎ | 210/1528 [00:24<02:33, 8.61ex/s] preprocess datasets #3: 14%|█▍ | 210/1527 [00:24<02:06, 10.39ex/s][A[A[A preprocess datasets #2: 14%|█▍ | 218/1528 [00:24<01:48, 12.06ex/s][A[A preprocess datasets #4: 12%|█▏ | 188/1527 [00:24<02:18, 9.65ex/s][A[A[A[A preprocess datasets #0: 14%|█▍ | 211/1528 [00:24<02:43, 8.05ex/s] preprocess datasets #1: 14%|█▍ | 221/1528 [00:24<01:56, 11.21ex/s][A preprocess datasets #4: 12%|█▏ | 189/1527 [00:24<02:27, 9.05ex/s][A[A[A[A preprocess datasets #2: 14%|█▍ | 220/1528 [00:24<01:51, 11.68ex/s][A[A preprocess datasets #0: 14%|█▍ | 213/1528 [00:24<02:26, 8.96ex/s] preprocess datasets #1: 15%|█▍ | 223/1528 [00:24<01:54, 11.42ex/s][A preprocess datasets #3: 14%|█▍ | 212/1527 [00:24<02:27, 8.89ex/s][A[A[A preprocess datasets #4: 13%|█▎ | 192/1527 [00:24<02:04, 10.70ex/s][A[A[A[A preprocess datasets #1: 15%|█▍ | 225/1528 [00:25<01:54, 11.42ex/s][A preprocess datasets #2: 15%|█▍ | 222/1528 [00:25<02:05, 10.40ex/s][A[A preprocess datasets #0: 14%|█▍ | 215/1528 [00:25<02:20, 9.36ex/s] preprocess datasets #3: 14%|█▍ | 214/1527 [00:25<02:32, 8.63ex/s][A[A[A preprocess datasets #4: 13%|█▎ | 194/1527 [00:25<01:58, 11.29ex/s][A[A[A[A preprocess datasets #0: 14%|█▍ | 217/1528 [00:25<02:05, 10.44ex/s] preprocess datasets #1: 15%|█▍ | 227/1528 [00:25<01:59, 10.93ex/s][A preprocess datasets #3: 14%|█▍ | 216/1527 [00:25<02:17, 9.55ex/s][A[A[A preprocess datasets #0: 14%|█▍ | 219/1528 [00:25<01:53, 11.57ex/s] preprocess datasets #2: 15%|█▍ | 224/1528 [00:25<02:37, 8.25ex/s][A[A preprocess datasets #4: 13%|█▎ | 196/1527 [00:25<02:13, 9.94ex/s][A[A[A[A preprocess datasets #1: 15%|█▍ | 229/1528 [00:25<01:56, 11.16ex/s][A preprocess datasets #3: 14%|█▍ | 218/1527 [00:25<02:00, 10.87ex/s][A[A[A preprocess datasets #2: 15%|█▍ | 225/1528 [00:25<02:36, 8.32ex/s][A[A preprocess datasets #0: 14%|█▍ | 221/1528 [00:25<02:00, 10.85ex/s] preprocess datasets #1: 15%|█▌ | 231/1528 [00:25<01:49, 11.80ex/s][A preprocess datasets #3: 14%|█▍ | 220/1527 [00:25<01:52, 11.60ex/s][A[A[A preprocess datasets #4: 13%|█▎ | 198/1527 [00:25<02:05, 10.58ex/s][A[A[A[A preprocess datasets #2: 15%|█▍ | 226/1528 [00:25<02:37, 8.24ex/s][A[A preprocess datasets #1: 15%|█▌ | 233/1528 [00:25<01:53, 11.44ex/s][A preprocess datasets #3: 15%|█▍ | 222/1527 [00:25<01:57, 11.14ex/s][A[A[A preprocess datasets #2: 15%|█▍ | 227/1528 [00:25<02:37, 8.26ex/s][A[A preprocess datasets #0: 15%|█▍ | 223/1528 [00:25<02:20, 9.27ex/s] preprocess datasets #4: 13%|█▎ | 200/1527 [00:25<02:32, 8.73ex/s][A[A[A[A preprocess datasets #1: 15%|█▌ | 235/1528 [00:25<01:49, 11.77ex/s][A preprocess datasets #2: 15%|█▍ | 229/1528 [00:25<02:11, 9.91ex/s][A[A preprocess datasets #3: 15%|█▍ | 224/1527 [00:25<02:02, 10.66ex/s][A[A[A preprocess datasets #0: 15%|█▍ | 224/1528 [00:26<02:33, 8.49ex/s] preprocess datasets #4: 13%|█▎ | 201/1527 [00:25<02:32, 8.72ex/s][A[A[A[A preprocess datasets #2: 15%|█▌ | 231/1528 [00:26<01:57, 11.00ex/s][A[A preprocess datasets #4: 13%|█▎ | 202/1527 [00:26<02:30, 8.79ex/s][A[A[A[A preprocess datasets #1: 16%|█▌ | 237/1528 [00:26<02:14, 9.58ex/s][A preprocess datasets #0: 15%|█▍ | 225/1528 [00:26<03:00, 7.23ex/s] preprocess datasets #4: 13%|█▎ | 203/1527 [00:26<02:29, 8.86ex/s][A[A[A[A preprocess datasets #2: 15%|█▌ | 233/1528 [00:26<01:57, 11.05ex/s][A[A preprocess datasets #3: 15%|█▍ | 226/1527 [00:26<02:18, 9.41ex/s][A[A[A preprocess datasets #4: 13%|█▎ | 204/1527 [00:26<02:32, 8.65ex/s][A[A[A[A preprocess datasets #3: 15%|█▍ | 228/1527 [00:26<02:05, 10.38ex/s][A[A[A preprocess datasets #1: 16%|█▌ | 239/1528 [00:26<02:14, 9.60ex/s][A preprocess datasets #0: 15%|█▍ | 227/1528 [00:26<02:46, 7.82ex/s] preprocess datasets #2: 15%|█▌ | 235/1528 [00:26<02:02, 10.56ex/s][A[A preprocess datasets #4: 13%|█▎ | 205/1527 [00:26<02:42, 8.14ex/s][A[A[A[A preprocess datasets #1: 16%|█▌ | 241/1528 [00:26<02:08, 10.02ex/s][A preprocess datasets #4: 13%|█▎ | 206/1527 [00:26<02:36, 8.47ex/s][A[A[A[A preprocess datasets #2: 16%|█▌ | 237/1528 [00:26<02:03, 10.45ex/s][A[A preprocess datasets #3: 15%|█▌ | 230/1527 [00:26<02:22, 9.07ex/s][A[A[A preprocess datasets #0: 15%|█▍ | 229/1528 [00:26<02:41, 8.03ex/s] preprocess datasets #4: 14%|█▎ | 207/1527 [00:26<02:32, 8.64ex/s][A[A[A[A preprocess datasets #1: 16%|█▌ | 243/1528 [00:26<02:10, 9.88ex/s][A preprocess datasets #2: 16%|█▌ | 239/1528 [00:26<02:02, 10.56ex/s][A[A preprocess datasets #3: 15%|█▌ | 232/1527 [00:26<02:16, 9.49ex/s][A[A[A preprocess datasets #0: 15%|█▌ | 231/1528 [00:26<02:29, 8.69ex/s] preprocess datasets #4: 14%|█▎ | 209/1527 [00:26<02:12, 9.98ex/s][A[A[A[A preprocess datasets #0: 15%|█▌ | 232/1528 [00:27<02:28, 8.72ex/s] preprocess datasets #2: 16%|█▌ | 241/1528 [00:27<01:59, 10.73ex/s][A[A preprocess datasets #1: 16%|█▌ | 245/1528 [00:27<02:11, 9.75ex/s][A preprocess datasets #4: 14%|█▍ | 210/1527 [00:27<02:34, 8.52ex/s][A[A[A[A preprocess datasets #3: 15%|█▌ | 234/1527 [00:27<02:19, 9.30ex/s][A[A[A preprocess datasets #0: 15%|█▌ | 233/1528 [00:27<02:38, 8.17ex/s] preprocess datasets #1: 16%|█▌ | 247/1528 [00:27<02:07, 10.04ex/s][A preprocess datasets #3: 15%|█▌ | 235/1527 [00:27<02:22, 9.08ex/s][A[A[A preprocess datasets #4: 14%|█▍ | 212/1527 [00:27<02:18, 9.47ex/s][A[A[A[A preprocess datasets #2: 16%|█▌ | 243/1528 [00:27<02:08, 9.99ex/s][A[A preprocess datasets #0: 15%|█▌ | 234/1528 [00:27<02:33, 8.46ex/s] preprocess datasets #4: 14%|█▍ | 213/1527 [00:27<02:21, 9.28ex/s][A[A[A[A preprocess datasets #2: 16%|█▌ | 245/1528 [00:27<01:55, 11.08ex/s][A[A preprocess datasets #0: 15%|█▌ | 235/1528 [00:27<02:42, 7.94ex/s] preprocess datasets #1: 16%|█▋ | 249/1528 [00:27<02:08, 9.93ex/s][A preprocess datasets #3: 16%|█▌ | 237/1527 [00:27<02:21, 9.10ex/s][A[A[A preprocess datasets #4: 14%|█▍ | 216/1527 [00:27<01:34, 13.88ex/s][A[A[A[A preprocess datasets #0: 15%|█▌ | 236/1528 [00:27<02:39, 8.08ex/s] preprocess datasets #2: 16%|█▌ | 247/1528 [00:27<01:53, 11.27ex/s][A[A preprocess datasets #3: 16%|█▌ | 238/1527 [00:27<02:27, 8.72ex/s][A[A[A preprocess datasets #1: 16%|█▋ | 251/1528 [00:27<02:06, 10.10ex/s][A preprocess datasets #0: 16%|█▌ | 238/1528 [00:27<02:10, 9.91ex/s] preprocess datasets #2: 16%|█▋ | 249/1528 [00:27<01:53, 11.23ex/s][A[A preprocess datasets #3: 16%|█▌ | 240/1527 [00:27<02:17, 9.35ex/s][A[A[A preprocess datasets #4: 14%|█▍ | 218/1527 [00:27<02:11, 9.95ex/s][A[A[A[A preprocess datasets #1: 17%|█▋ | 253/1528 [00:27<02:02, 10.39ex/s][A preprocess datasets #0: 16%|█▌ | 240/1528 [00:27<02:02, 10.53ex/s] preprocess datasets #2: 16%|█▋ | 251/1528 [00:27<01:50, 11.52ex/s][A[A preprocess datasets #3: 16%|█▌ | 242/1527 [00:27<02:05, 10.26ex/s][A[A[A preprocess datasets #4: 14%|█▍ | 220/1527 [00:27<02:11, 9.93ex/s][A[A[A[A preprocess datasets #1: 17%|█▋ | 255/1528 [00:28<02:02, 10.39ex/s][A preprocess datasets #0: 16%|█▌ | 242/1528 [00:28<01:54, 11.23ex/s] preprocess datasets #3: 16%|█▌ | 244/1527 [00:28<01:56, 10.98ex/s][A[A[A preprocess datasets #2: 17%|█▋ | 253/1528 [00:28<02:01, 10.52ex/s][A[A preprocess datasets #1: 17%|█▋ | 257/1528 [00:28<01:55, 11.00ex/s][A preprocess datasets #4: 15%|█▍ | 222/1527 [00:28<02:07, 10.21ex/s][A[A[A[A preprocess datasets #0: 16%|█▌ | 244/1528 [00:28<02:03, 10.39ex/s] preprocess datasets #2: 17%|█▋ | 255/1528 [00:28<01:55, 11.06ex/s][A[A preprocess datasets #1: 17%|█▋ | 259/1528 [00:28<01:59, 10.58ex/s][A preprocess datasets #4: 15%|█▍ | 224/1527 [00:28<02:05, 10.35ex/s][A[A[A[A preprocess datasets #3: 16%|█▌ | 246/1527 [00:28<02:28, 8.65ex/s][A[A[A preprocess datasets #2: 17%|█▋ | 257/1528 [00:28<01:54, 11.14ex/s][A[A preprocess datasets #0: 16%|█▌ | 246/1528 [00:28<02:16, 9.36ex/s] preprocess datasets #1: 17%|█▋ | 261/1528 [00:28<01:52, 11.24ex/s][A preprocess datasets #2: 17%|█▋ | 259/1528 [00:28<01:41, 12.46ex/s][A[A preprocess datasets #3: 16%|█▌ | 247/1527 [00:28<02:42, 7.89ex/s][A[A[A preprocess datasets #1: 17%|█▋ | 263/1528 [00:28<01:48, 11.67ex/s][A preprocess datasets #0: 16%|█▌ | 247/1528 [00:28<02:40, 7.97ex/s] preprocess datasets #4: 15%|█▍ | 226/1527 [00:28<02:36, 8.34ex/s][A[A[A[A preprocess datasets #3: 16%|█▋ | 249/1527 [00:28<02:24, 8.87ex/s][A[A[A preprocess datasets #2: 17%|█▋ | 261/1528 [00:28<01:48, 11.71ex/s][A[A preprocess datasets #4: 15%|█▍ | 227/1527 [00:28<02:32, 8.52ex/s][A[A[A[A preprocess datasets #0: 16%|█▋ | 249/1528 [00:28<02:22, 9.01ex/s] preprocess datasets #1: 17%|█▋ | 265/1528 [00:28<02:00, 10.48ex/s][A preprocess datasets #2: 17%|█▋ | 263/1528 [00:28<01:38, 12.81ex/s][A[A preprocess datasets #3: 16%|█▋ | 251/1527 [00:28<02:11, 9.70ex/s][A[A[A preprocess datasets #0: 16%|█▋ | 251/1528 [00:29<02:05, 10.20ex/s] preprocess datasets #4: 15%|█▍ | 229/1527 [00:28<02:24, 8.98ex/s][A[A[A[A preprocess datasets #2: 17%|█▋ | 265/1528 [00:29<01:39, 12.66ex/s][A[A preprocess datasets #1: 17%|█▋ | 267/1528 [00:29<02:02, 10.26ex/s][A preprocess datasets #3: 17%|█▋ | 253/1527 [00:29<02:19, 9.14ex/s][A[A[A preprocess datasets #0: 17%|█▋ | 253/1528 [00:29<02:03, 10.35ex/s] preprocess datasets #4: 15%|█▌ | 231/1527 [00:29<02:13, 9.73ex/s][A[A[A[A preprocess datasets #2: 17%|█▋ | 267/1528 [00:29<01:36, 13.13ex/s][A[A preprocess datasets #1: 18%|█▊ | 269/1528 [00:29<01:49, 11.46ex/s][A preprocess datasets #4: 15%|█▌ | 233/1527 [00:29<01:59, 10.81ex/s][A[A[A[A preprocess datasets #0: 17%|█▋ | 255/1528 [00:29<01:57, 10.83ex/s] preprocess datasets #2: 18%|█▊ | 269/1528 [00:29<01:36, 13.09ex/s][A[A preprocess datasets #1: 18%|█▊ | 271/1528 [00:29<01:45, 11.87ex/s][A preprocess datasets #3: 17%|█▋ | 255/1527 [00:29<02:19, 9.13ex/s][A[A[A preprocess datasets #0: 17%|█▋ | 257/1528 [00:29<01:50, 11.55ex/s] preprocess datasets #4: 15%|█▌ | 235/1527 [00:29<01:59, 10.79ex/s][A[A[A[A preprocess datasets #1: 18%|█▊ | 273/1528 [00:29<01:47, 11.69ex/s][A preprocess datasets #3: 17%|█▋ | 257/1527 [00:29<02:13, 9.49ex/s][A[A[A preprocess datasets #2: 18%|█▊ | 271/1528 [00:29<01:53, 11.10ex/s][A[A preprocess datasets #4: 16%|█▌ | 237/1527 [00:29<01:56, 11.05ex/s][A[A[A[A preprocess datasets #3: 17%|█▋ | 258/1527 [00:29<02:19, 9.10ex/s][A[A[A preprocess datasets #0: 17%|█▋ | 259/1528 [00:29<02:04, 10.20ex/s] preprocess datasets #2: 18%|█▊ | 273/1528 [00:29<01:46, 11.80ex/s][A[A preprocess datasets #1: 18%|█▊ | 275/1528 [00:29<01:56, 10.78ex/s][A preprocess datasets #2: 18%|█▊ | 275/1528 [00:29<01:37, 12.91ex/s][A[A preprocess datasets #4: 16%|█▌ | 240/1527 [00:29<01:44, 12.37ex/s][A[A[A[A preprocess datasets #3: 17%|█▋ | 260/1527 [00:29<02:12, 9.59ex/s][A[A[A preprocess datasets #0: 17%|█▋ | 261/1528 [00:29<02:02, 10.31ex/s] preprocess datasets #1: 18%|█▊ | 277/1528 [00:29<01:58, 10.52ex/s][A preprocess datasets #4: 16%|█▌ | 242/1527 [00:30<01:47, 11.95ex/s][A[A[A[A preprocess datasets #3: 17%|█▋ | 262/1527 [00:30<02:05, 10.09ex/s][A[A[A preprocess datasets #2: 18%|█▊ | 277/1528 [00:30<01:48, 11.50ex/s][A[A preprocess datasets #0: 17%|█▋ | 263/1528 [00:30<01:59, 10.55ex/s] preprocess datasets #1: 18%|█▊ | 279/1528 [00:30<01:52, 11.08ex/s][A preprocess datasets #2: 18%|█▊ | 279/1528 [00:30<01:48, 11.55ex/s][A[A preprocess datasets #0: 17%|█▋ | 265/1528 [00:30<01:58, 10.61ex/s] preprocess datasets #4: 16%|█▌ | 244/1527 [00:30<02:00, 10.61ex/s][A[A[A[A preprocess datasets #3: 17%|█▋ | 264/1527 [00:30<02:16, 9.24ex/s][A[A[A preprocess datasets #1: 18%|█▊ | 281/1528 [00:30<01:56, 10.68ex/s][A preprocess datasets #2: 18%|█▊ | 281/1528 [00:30<01:44, 11.99ex/s][A[A preprocess datasets #0: 17%|█▋ | 267/1528 [00:30<01:48, 11.63ex/s] preprocess datasets #4: 16%|█▌ | 246/1527 [00:30<02:00, 10.66ex/s][A[A[A[A preprocess datasets #3: 17%|█▋ | 265/1527 [00:30<02:29, 8.43ex/s][A[A[A preprocess datasets #1: 19%|█▊ | 283/1528 [00:30<01:56, 10.69ex/s][A preprocess datasets #0: 18%|█▊ | 269/1528 [00:30<01:45, 11.91ex/s] preprocess datasets #2: 19%|█▊ | 283/1528 [00:30<01:53, 10.95ex/s][A[A preprocess datasets #3: 17%|█▋ | 266/1527 [00:30<02:32, 8.27ex/s][A[A[A preprocess datasets #4: 16%|█▌ | 248/1527 [00:30<01:57, 10.85ex/s][A[A[A[A preprocess datasets #1: 19%|█▊ | 285/1528 [00:30<01:52, 11.02ex/s][A preprocess datasets #0: 18%|█▊ | 271/1528 [00:30<01:42, 12.30ex/s] preprocess datasets #3: 17%|█▋ | 267/1527 [00:30<02:31, 8.31ex/s][A[A[A preprocess datasets #2: 19%|█▊ | 285/1528 [00:30<01:47, 11.56ex/s][A[A preprocess datasets #4: 16%|█▋ | 250/1527 [00:30<01:51, 11.41ex/s][A[A[A[A preprocess datasets #1: 19%|█▉ | 287/1528 [00:30<01:51, 11.15ex/s][A preprocess datasets #3: 18%|█▊ | 268/1527 [00:30<02:36, 8.04ex/s][A[A[A preprocess datasets #2: 19%|█▉ | 287/1528 [00:30<01:41, 12.21ex/s][A[A preprocess datasets #0: 18%|█▊ | 273/1528 [00:30<01:50, 11.35ex/s] preprocess datasets #4: 17%|█▋ | 252/1527 [00:30<01:51, 11.38ex/s][A[A[A[A preprocess datasets #3: 18%|█▊ | 269/1527 [00:30<02:33, 8.19ex/s][A[A[A preprocess datasets #1: 19%|█▉ | 289/1528 [00:31<01:51, 11.15ex/s][A preprocess datasets #2: 19%|█▉ | 289/1528 [00:31<01:51, 11.13ex/s][A[A preprocess datasets #0: 18%|█▊ | 275/1528 [00:31<02:04, 10.10ex/s] preprocess datasets #4: 17%|█▋ | 254/1527 [00:31<02:06, 10.04ex/s][A[A[A[A preprocess datasets #1: 19%|█▉ | 291/1528 [00:31<01:57, 10.56ex/s][A preprocess datasets #2: 19%|█▉ | 291/1528 [00:31<01:41, 12.16ex/s][A[A preprocess datasets #3: 18%|█▊ | 271/1527 [00:31<02:54, 7.22ex/s][A[A[A preprocess datasets #0: 18%|█▊ | 277/1528 [00:31<01:58, 10.52ex/s] preprocess datasets #1: 19%|█▉ | 293/1528 [00:31<01:43, 11.90ex/s][A preprocess datasets #3: 18%|█▊ | 272/1527 [00:31<02:42, 7.72ex/s][A[A[A preprocess datasets #4: 17%|█▋ | 256/1527 [00:31<02:05, 10.16ex/s][A[A[A[A preprocess datasets #2: 19%|█▉ | 293/1528 [00:31<01:52, 10.98ex/s][A[A preprocess datasets #0: 18%|█▊ | 279/1528 [00:31<01:49, 11.43ex/s] preprocess datasets #1: 19%|█▉ | 295/1528 [00:31<01:46, 11.61ex/s][A preprocess datasets #3: 18%|█▊ | 273/1527 [00:31<03:01, 6.90ex/s][A[A[A preprocess datasets #4: 17%|█▋ | 258/1527 [00:31<02:06, 10.02ex/s][A[A[A[A preprocess datasets #2: 19%|█▉ | 295/1528 [00:31<01:53, 10.88ex/s][A[A preprocess datasets #3: 18%|█▊ | 274/1527 [00:31<02:49, 7.38ex/s][A[A[A preprocess datasets #1: 19%|█▉ | 297/1528 [00:31<01:51, 11.00ex/s][A preprocess datasets #0: 18%|█▊ | 281/1528 [00:31<02:07, 9.74ex/s] preprocess datasets #4: 17%|█▋ | 260/1527 [00:31<02:04, 10.20ex/s][A[A[A[A preprocess datasets #2: 19%|█▉ | 297/1528 [00:31<01:50, 11.16ex/s][A[A preprocess datasets #3: 18%|█▊ | 275/1527 [00:31<02:56, 7.08ex/s][A[A[A preprocess datasets #1: 20%|█▉ | 299/1528 [00:31<01:54, 10.75ex/s][A preprocess datasets #0: 19%|█▊ | 283/1528 [00:32<02:08, 9.72ex/s] preprocess datasets #3: 18%|█▊ | 276/1527 [00:31<02:56, 7.09ex/s][A[A[A preprocess datasets #4: 17%|█▋ | 262/1527 [00:31<02:03, 10.26ex/s][A[A[A[A preprocess datasets #2: 20%|█▉ | 299/1528 [00:32<02:02, 10.04ex/s][A[A preprocess datasets #1: 20%|█▉ | 301/1528 [00:32<01:48, 11.34ex/s][A preprocess datasets #3: 18%|█▊ | 278/1527 [00:32<02:24, 8.66ex/s][A[A[A preprocess datasets #4: 17%|█▋ | 264/1527 [00:32<02:03, 10.23ex/s][A[A[A[A preprocess datasets #2: 20%|█▉ | 301/1528 [00:32<01:52, 10.92ex/s][A[A preprocess datasets #0: 19%|█▊ | 285/1528 [00:32<02:16, 9.12ex/s] preprocess datasets #1: 20%|█▉ | 303/1528 [00:32<01:51, 10.96ex/s][A preprocess datasets #3: 18%|█▊ | 280/1527 [00:32<02:00, 10.37ex/s][A[A[A preprocess datasets #2: 20%|█▉ | 303/1528 [00:32<01:45, 11.61ex/s][A[A preprocess datasets #4: 17%|█▋ | 266/1527 [00:32<01:57, 10.77ex/s][A[A[A[A preprocess datasets #0: 19%|█▉ | 287/1528 [00:32<02:10, 9.53ex/s] preprocess datasets #1: 20%|█▉ | 305/1528 [00:32<01:43, 11.77ex/s][A preprocess datasets #2: 20%|█▉ | 305/1528 [00:32<01:39, 12.26ex/s][A[A preprocess datasets #0: 19%|█▉ | 288/1528 [00:32<02:09, 9.59ex/s] preprocess datasets #3: 18%|█▊ | 282/1527 [00:32<02:05, 9.95ex/s][A[A[A preprocess datasets #4: 18%|█▊ | 268/1527 [00:32<01:55, 10.88ex/s][A[A[A[A preprocess datasets #1: 20%|██ | 307/1528 [00:32<01:41, 12.06ex/s][A preprocess datasets #2: 20%|██ | 307/1528 [00:32<01:43, 11.75ex/s][A[A preprocess datasets #3: 19%|█▊ | 284/1527 [00:32<02:02, 10.12ex/s][A[A[A preprocess datasets #4: 18%|█▊ | 270/1527 [00:32<01:55, 10.93ex/s][A[A[A[A preprocess datasets #0: 19%|█▉ | 290/1528 [00:32<02:14, 9.22ex/s] preprocess datasets #1: 20%|██ | 309/1528 [00:32<01:50, 11.03ex/s][A preprocess datasets #2: 20%|██ | 309/1528 [00:32<01:42, 11.93ex/s][A[A preprocess datasets #3: 19%|█▊ | 286/1527 [00:32<02:00, 10.29ex/s][A[A[A preprocess datasets #4: 18%|█▊ | 272/1527 [00:32<01:52, 11.18ex/s][A[A[A[A preprocess datasets #0: 19%|█▉ | 292/1528 [00:32<02:02, 10.08ex/s] preprocess datasets #1: 20%|██ | 311/1528 [00:33<01:47, 11.33ex/s][A preprocess datasets #2: 20%|██ | 311/1528 [00:33<01:39, 12.20ex/s][A[A preprocess datasets #4: 18%|█▊ | 274/1527 [00:33<01:42, 12.17ex/s][A[A[A[A preprocess datasets #0: 19%|█▉ | 294/1528 [00:33<01:59, 10.33ex/s] preprocess datasets #3: 19%|█▉ | 288/1527 [00:33<02:00, 10.27ex/s][A[A[A preprocess datasets #1: 20%|██ | 313/1528 [00:33<01:48, 11.23ex/s][A preprocess datasets #4: 18%|█▊ | 276/1527 [00:33<01:38, 12.70ex/s][A[A[A[A preprocess datasets #2: 20%|██ | 313/1528 [00:33<01:44, 11.59ex/s][A[A preprocess datasets #0: 19%|█▉ | 296/1528 [00:33<02:01, 10.13ex/s] preprocess datasets #3: 19%|█▉ | 290/1527 [00:33<02:07, 9.66ex/s][A[A[A preprocess datasets #4: 18%|█▊ | 278/1527 [00:33<01:40, 12.43ex/s][A[A[A[A preprocess datasets #1: 21%|██ | 315/1528 [00:33<01:52, 10.76ex/s][A preprocess datasets #2: 21%|██ | 315/1528 [00:33<01:50, 10.95ex/s][A[A preprocess datasets #3: 19%|█▉ | 291/1527 [00:33<02:22, 8.65ex/s][A[A[A preprocess datasets #0: 20%|█▉ | 298/1528 [00:33<02:07, 9.65ex/s] preprocess datasets #4: 18%|█▊ | 280/1527 [00:33<01:45, 11.82ex/s][A[A[A[A preprocess datasets #1: 21%|██ | 317/1528 [00:33<01:49, 11.06ex/s][A preprocess datasets #2: 21%|██ | 317/1528 [00:33<01:40, 12.02ex/s][A[A preprocess datasets #0: 20%|█▉ | 299/1528 [00:33<02:17, 8.95ex/s] preprocess datasets #1: 21%|██ | 319/1528 [00:33<01:45, 11.42ex/s][A preprocess datasets #2: 21%|██ | 319/1528 [00:33<01:40, 12.08ex/s][A[A preprocess datasets #3: 19%|█▉ | 293/1527 [00:33<02:21, 8.73ex/s][A[A[A preprocess datasets #4: 18%|█▊ | 282/1527 [00:33<01:50, 11.23ex/s][A[A[A[A preprocess datasets #0: 20%|█▉ | 300/1528 [00:33<02:29, 8.23ex/s] preprocess datasets #2: 21%|██ | 322/1528 [00:33<01:25, 14.10ex/s][A[A preprocess datasets #4: 19%|█▊ | 284/1527 [00:33<01:49, 11.34ex/s][A[A[A[A preprocess datasets #1: 21%|██ | 321/1528 [00:33<01:54, 10.50ex/s][A preprocess datasets #3: 19%|█▉ | 295/1527 [00:33<02:15, 9.10ex/s][A[A[A preprocess datasets #0: 20%|█▉ | 301/1528 [00:33<02:25, 8.43ex/s] preprocess datasets #4: 19%|█▊ | 286/1527 [00:34<01:47, 11.55ex/s][A[A[A[A preprocess datasets #2: 21%|██ | 324/1528 [00:34<01:39, 12.07ex/s][A[A preprocess datasets #0: 20%|█▉ | 303/1528 [00:34<02:08, 9.54ex/s] preprocess datasets #3: 19%|█▉ | 297/1527 [00:34<02:10, 9.46ex/s][A[A[A preprocess datasets #1: 21%|██ | 323/1528 [00:34<01:56, 10.35ex/s][A preprocess datasets #4: 19%|█▉ | 288/1527 [00:34<01:47, 11.50ex/s][A[A[A[A preprocess datasets #3: 20%|█▉ | 299/1527 [00:34<01:57, 10.44ex/s][A[A[A preprocess datasets #2: 21%|██▏ | 326/1528 [00:34<01:43, 11.65ex/s][A[A preprocess datasets #0: 20%|█▉ | 305/1528 [00:34<02:03, 9.86ex/s] preprocess datasets #1: 21%|██▏ | 325/1528 [00:34<02:01, 9.93ex/s][A preprocess datasets #4: 19%|█▉ | 290/1527 [00:34<01:48, 11.44ex/s][A[A[A[A preprocess datasets #2: 21%|██▏ | 328/1528 [00:34<01:41, 11.87ex/s][A[A preprocess datasets #0: 20%|██ | 306/1528 [00:34<02:20, 8.71ex/s] preprocess datasets #1: 21%|██▏ | 327/1528 [00:34<01:54, 10.46ex/s][A preprocess datasets #4: 19%|█▉ | 292/1527 [00:34<01:34, 13.08ex/s][A[A[A[A preprocess datasets #3: 20%|█▉ | 301/1527 [00:34<02:11, 9.35ex/s][A[A[A preprocess datasets #2: 22%|██▏ | 330/1528 [00:34<01:34, 12.74ex/s][A[A preprocess datasets #0: 20%|██ | 307/1528 [00:34<02:30, 8.12ex/s] preprocess datasets #3: 20%|█▉ | 302/1527 [00:34<02:13, 9.18ex/s][A[A[A preprocess datasets #1: 22%|██▏ | 329/1528 [00:34<01:55, 10.38ex/s][A preprocess datasets #4: 19%|█▉ | 294/1527 [00:34<01:40, 12.28ex/s][A[A[A[A preprocess datasets #2: 22%|██▏ | 332/1528 [00:34<01:36, 12.41ex/s][A[A preprocess datasets #0: 20%|██ | 309/1528 [00:34<02:15, 8.98ex/s] preprocess datasets #3: 20%|█▉ | 303/1527 [00:34<02:26, 8.37ex/s][A[A[A preprocess datasets #1: 22%|██▏ | 331/1528 [00:34<01:49, 10.92ex/s][A preprocess datasets #4: 19%|█▉ | 296/1527 [00:34<01:46, 11.58ex/s][A[A[A[A preprocess datasets #0: 20%|██ | 310/1528 [00:34<02:13, 9.13ex/s] preprocess datasets #2: 22%|██▏ | 334/1528 [00:34<01:38, 12.16ex/s][A[A preprocess datasets #1: 22%|██▏ | 333/1528 [00:35<01:46, 11.26ex/s][A preprocess datasets #2: 22%|██▏ | 336/1528 [00:35<01:31, 13.05ex/s][A[A preprocess datasets #0: 20%|██ | 312/1528 [00:35<01:56, 10.39ex/s] preprocess datasets #3: 20%|█▉ | 305/1527 [00:35<02:30, 8.11ex/s][A[A[A preprocess datasets #4: 20%|█▉ | 298/1527 [00:35<02:04, 9.87ex/s][A[A[A[A preprocess datasets #3: 20%|██ | 307/1527 [00:35<02:01, 10.04ex/s][A[A[A preprocess datasets #1: 22%|██▏ | 335/1528 [00:35<01:41, 11.75ex/s][A preprocess datasets #2: 22%|██▏ | 338/1528 [00:35<01:38, 12.09ex/s][A[A preprocess datasets #0: 21%|██ | 314/1528 [00:35<01:54, 10.65ex/s] preprocess datasets #3: 20%|██ | 309/1527 [00:35<01:52, 10.80ex/s][A[A[A preprocess datasets #4: 20%|█▉ | 300/1527 [00:35<01:57, 10.45ex/s][A[A[A[A preprocess datasets #1: 22%|██▏ | 337/1528 [00:35<01:42, 11.67ex/s][A preprocess datasets #2: 22%|██▏ | 341/1528 [00:35<01:25, 13.92ex/s][A[A preprocess datasets #0: 21%|██ | 316/1528 [00:35<02:05, 9.68ex/s] preprocess datasets #3: 20%|██ | 311/1527 [00:35<01:53, 10.73ex/s][A[A[A preprocess datasets #1: 22%|██▏ | 339/1528 [00:35<01:43, 11.50ex/s][A preprocess datasets #4: 20%|█▉ | 302/1527 [00:35<02:01, 10.11ex/s][A[A[A[A preprocess datasets #2: 22%|██▏ | 343/1528 [00:35<01:28, 13.38ex/s][A[A preprocess datasets #4: 20%|█▉ | 304/1527 [00:35<01:46, 11.49ex/s][A[A[A[A preprocess datasets #0: 21%|██ | 317/1528 [00:35<02:32, 7.92ex/s] preprocess datasets #2: 23%|██▎ | 345/1528 [00:35<01:30, 13.13ex/s][A[A preprocess datasets #3: 20%|██ | 313/1527 [00:35<01:56, 10.45ex/s][A[A[A preprocess datasets #1: 22%|██▏ | 341/1528 [00:35<01:48, 10.90ex/s][A preprocess datasets #4: 20%|██ | 306/1527 [00:35<01:43, 11.83ex/s][A[A[A[A preprocess datasets #2: 23%|██▎ | 347/1528 [00:35<01:26, 13.65ex/s][A[A preprocess datasets #0: 21%|██ | 319/1528 [00:35<02:12, 9.14ex/s] preprocess datasets #3: 21%|██ | 315/1527 [00:35<01:55, 10.46ex/s][A[A[A preprocess datasets #1: 22%|██▏ | 343/1528 [00:35<01:52, 10.56ex/s][A preprocess datasets #4: 20%|██ | 308/1527 [00:35<01:39, 12.27ex/s][A[A[A[A preprocess datasets #0: 21%|██ | 321/1528 [00:36<02:01, 9.97ex/s] preprocess datasets #2: 23%|██▎ | 349/1528 [00:36<01:36, 12.19ex/s][A[A preprocess datasets #3: 21%|██ | 317/1527 [00:36<02:02, 9.86ex/s][A[A[A preprocess datasets #1: 23%|██▎ | 345/1528 [00:36<01:56, 10.15ex/s][A preprocess datasets #4: 20%|██ | 310/1527 [00:36<01:44, 11.64ex/s][A[A[A[A preprocess datasets #2: 23%|██▎ | 351/1528 [00:36<01:36, 12.20ex/s][A[A preprocess datasets #0: 21%|██ | 323/1528 [00:36<02:04, 9.69ex/s] preprocess datasets #1: 23%|██▎ | 347/1528 [00:36<01:41, 11.61ex/s][A preprocess datasets #4: 20%|██ | 312/1527 [00:36<01:40, 12.10ex/s][A[A[A[A preprocess datasets #3: 21%|██ | 319/1527 [00:36<02:02, 9.88ex/s][A[A[A preprocess datasets #2: 23%|██▎ | 353/1528 [00:36<01:38, 11.97ex/s][A[A preprocess datasets #1: 23%|██▎ | 349/1528 [00:36<01:38, 12.01ex/s][A preprocess datasets #0: 21%|██▏ | 325/1528 [00:36<02:05, 9.61ex/s] preprocess datasets #4: 21%|██ | 314/1527 [00:36<01:40, 12.04ex/s][A[A[A[A preprocess datasets #2: 23%|██▎ | 355/1528 [00:36<01:36, 12.19ex/s][A[A preprocess datasets #3: 21%|██ | 321/1527 [00:36<02:10, 9.24ex/s][A[A[A preprocess datasets #1: 23%|██▎ | 351/1528 [00:36<01:44, 11.21ex/s][A preprocess datasets #4: 21%|██ | 316/1527 [00:36<01:45, 11.53ex/s][A[A[A[A preprocess datasets #2: 23%|██▎ | 357/1528 [00:36<01:40, 11.61ex/s][A[A preprocess datasets #0: 21%|██▏ | 327/1528 [00:36<02:21, 8.50ex/s] preprocess datasets #1: 23%|██▎ | 353/1528 [00:36<01:38, 11.92ex/s][A preprocess datasets #3: 21%|██ | 323/1527 [00:36<02:05, 9.56ex/s][A[A[A preprocess datasets #4: 21%|██ | 318/1527 [00:36<01:41, 11.92ex/s][A[A[A[A preprocess datasets #0: 22%|██▏ | 329/1528 [00:36<01:58, 10.11ex/s] preprocess datasets #2: 23%|██▎ | 359/1528 [00:36<01:43, 11.33ex/s][A[A preprocess datasets #4: 21%|██ | 320/1527 [00:36<01:32, 13.10ex/s][A[A[A[A preprocess datasets #3: 21%|██ | 324/1527 [00:36<02:19, 8.61ex/s][A[A[A preprocess datasets #1: 23%|██▎ | 355/1528 [00:36<01:40, 11.63ex/s][A preprocess datasets #3: 21%|██▏ | 325/1527 [00:37<02:22, 8.41ex/s][A[A[A preprocess datasets #2: 24%|██▎ | 361/1528 [00:37<01:40, 11.65ex/s][A[A preprocess datasets #1: 23%|██▎ | 357/1528 [00:37<01:38, 11.92ex/s][A preprocess datasets #4: 21%|██ | 322/1527 [00:37<01:38, 12.23ex/s][A[A[A[A preprocess datasets #0: 22%|██▏ | 331/1528 [00:37<02:29, 8.00ex/s] preprocess datasets #1: 23%|██▎ | 359/1528 [00:37<01:34, 12.38ex/s][A preprocess datasets #3: 21%|██▏ | 326/1527 [00:37<02:43, 7.37ex/s][A[A[A preprocess datasets #4: 21%|██ | 324/1527 [00:37<01:34, 12.76ex/s][A[A[A[A preprocess datasets #0: 22%|██▏ | 333/1528 [00:37<02:18, 8.65ex/s] preprocess datasets #3: 21%|██▏ | 327/1527 [00:37<02:47, 7.17ex/s][A[A[A preprocess datasets #2: 24%|██▍ | 363/1528 [00:37<02:10, 8.91ex/s][A[A preprocess datasets #4: 21%|██▏ | 326/1527 [00:37<01:42, 11.67ex/s][A[A[A[A preprocess datasets #1: 24%|██▎ | 361/1528 [00:37<01:46, 10.95ex/s][A preprocess datasets #3: 21%|██▏ | 328/1527 [00:37<02:38, 7.56ex/s][A[A[A preprocess datasets #2: 24%|██▍ | 364/1528 [00:37<02:12, 8.77ex/s][A[A preprocess datasets #1: 24%|██▍ | 363/1528 [00:37<01:39, 11.74ex/s][A preprocess datasets #3: 22%|██▏ | 329/1527 [00:37<02:32, 7.86ex/s][A[A[A preprocess datasets #4: 21%|██▏ | 328/1527 [00:37<01:49, 10.97ex/s][A[A[A[A preprocess datasets #0: 22%|██▏ | 335/1528 [00:37<02:27, 8.11ex/s] preprocess datasets #2: 24%|██▍ | 366/1528 [00:37<02:08, 9.03ex/s][A[A preprocess datasets #3: 22%|██▏ | 331/1527 [00:37<02:16, 8.77ex/s][A[A[A preprocess datasets #4: 22%|██▏ | 330/1527 [00:37<01:46, 11.26ex/s][A[A[A[A preprocess datasets #1: 24%|██▍ | 365/1528 [00:37<01:51, 10.40ex/s][A preprocess datasets #0: 22%|██▏ | 336/1528 [00:37<02:40, 7.44ex/s] preprocess datasets #2: 24%|██▍ | 368/1528 [00:37<01:57, 9.90ex/s][A[A preprocess datasets #3: 22%|██▏ | 332/1527 [00:37<02:13, 8.93ex/s][A[A[A preprocess datasets #1: 24%|██▍ | 367/1528 [00:38<01:41, 11.39ex/s][A preprocess datasets #4: 22%|██▏ | 332/1527 [00:38<01:47, 11.12ex/s][A[A[A[A preprocess datasets #0: 22%|██▏ | 338/1528 [00:38<02:26, 8.11ex/s] preprocess datasets #2: 24%|██▍ | 370/1528 [00:38<01:51, 10.42ex/s][A[A preprocess datasets #1: 24%|██▍ | 369/1528 [00:38<01:37, 11.86ex/s][A preprocess datasets #3: 22%|██▏ | 334/1527 [00:38<02:14, 8.86ex/s][A[A[A preprocess datasets #4: 22%|██▏ | 334/1527 [00:38<01:46, 11.20ex/s][A[A[A[A preprocess datasets #2: 24%|██▍ | 372/1528 [00:38<01:45, 11.00ex/s][A[A preprocess datasets #3: 22%|██▏ | 335/1527 [00:38<02:21, 8.44ex/s][A[A[A preprocess datasets #2: 24%|██▍ | 374/1528 [00:38<01:32, 12.46ex/s][A[A preprocess datasets #0: 22%|██▏ | 340/1528 [00:38<02:37, 7.56ex/s] preprocess datasets #1: 24%|██▍ | 371/1528 [00:38<01:51, 10.40ex/s][A preprocess datasets #4: 22%|██▏ | 336/1527 [00:38<01:56, 10.20ex/s][A[A[A[A preprocess datasets #3: 22%|██▏ | 337/1527 [00:38<02:13, 8.90ex/s][A[A[A preprocess datasets #2: 25%|██▍ | 376/1528 [00:38<01:32, 12.47ex/s][A[A preprocess datasets #0: 22%|██▏ | 341/1528 [00:38<02:41, 7.34ex/s] preprocess datasets #1: 24%|██▍ | 373/1528 [00:38<01:47, 10.79ex/s][A preprocess datasets #4: 22%|██▏ | 338/1527 [00:38<01:52, 10.60ex/s][A[A[A[A preprocess datasets #3: 22%|██▏ | 339/1527 [00:38<02:05, 9.45ex/s][A[A[A preprocess datasets #2: 25%|██▍ | 378/1528 [00:38<01:36, 11.87ex/s][A[A preprocess datasets #1: 25%|██▍ | 375/1528 [00:38<01:38, 11.69ex/s][A preprocess datasets #0: 22%|██▏ | 343/1528 [00:38<02:26, 8.11ex/s] preprocess datasets #4: 22%|██▏ | 340/1527 [00:38<01:49, 10.83ex/s][A[A[A[A preprocess datasets #0: 23%|██▎ | 344/1528 [00:38<02:22, 8.31ex/s] preprocess datasets #1: 25%|██▍ | 377/1528 [00:38<01:34, 12.20ex/s][A preprocess datasets #3: 22%|██▏ | 341/1527 [00:38<01:59, 9.92ex/s][A[A[A preprocess datasets #2: 25%|██▍ | 380/1528 [00:38<01:46, 10.80ex/s][A[A preprocess datasets #0: 23%|██▎ | 345/1528 [00:39<02:18, 8.56ex/s] preprocess datasets #3: 22%|██▏ | 342/1527 [00:39<02:03, 9.56ex/s][A[A[A preprocess datasets #4: 22%|██▏ | 342/1527 [00:39<01:55, 10.26ex/s][A[A[A[A preprocess datasets #1: 25%|██▍ | 379/1528 [00:39<01:36, 11.91ex/s][A preprocess datasets #2: 25%|██▌ | 382/1528 [00:39<01:38, 11.59ex/s][A[A preprocess datasets #0: 23%|██▎ | 348/1528 [00:39<01:50, 10.70ex/s] preprocess datasets #1: 25%|██▍ | 381/1528 [00:39<01:29, 12.78ex/s][A preprocess datasets #2: 25%|██▌ | 384/1528 [00:39<01:27, 13.15ex/s][A[A preprocess datasets #3: 22%|██▏ | 343/1527 [00:39<02:28, 7.99ex/s][A[A[A preprocess datasets #4: 23%|██▎ | 344/1527 [00:39<01:58, 9.97ex/s][A[A[A[A preprocess datasets #1: 25%|██▌ | 383/1528 [00:39<01:26, 13.25ex/s][A preprocess datasets #3: 23%|██▎ | 344/1527 [00:39<02:24, 8.22ex/s][A[A[A preprocess datasets #2: 25%|██▌ | 386/1528 [00:39<01:28, 12.89ex/s][A[A preprocess datasets #4: 23%|██▎ | 346/1527 [00:39<02:00, 9.81ex/s][A[A[A[A preprocess datasets #0: 23%|██▎ | 350/1528 [00:39<02:11, 8.98ex/s] preprocess datasets #1: 25%|██▌ | 385/1528 [00:39<01:28, 12.88ex/s][A preprocess datasets #2: 25%|██▌ | 388/1528 [00:39<01:28, 12.94ex/s][A[A preprocess datasets #3: 23%|██▎ | 345/1527 [00:39<02:42, 7.27ex/s][A[A[A preprocess datasets #4: 23%|██▎ | 348/1527 [00:39<01:52, 10.47ex/s][A[A[A[A preprocess datasets #0: 23%|██▎ | 352/1528 [00:39<02:05, 9.37ex/s] preprocess datasets #2: 26%|██▌ | 390/1528 [00:39<01:31, 12.46ex/s][A[A preprocess datasets #0: 23%|██▎ | 353/1528 [00:39<02:06, 9.30ex/s] preprocess datasets #1: 25%|██▌ | 387/1528 [00:39<01:52, 10.18ex/s][A preprocess datasets #3: 23%|██▎ | 346/1527 [00:39<03:26, 5.72ex/s][A[A[A preprocess datasets #4: 23%|██▎ | 350/1527 [00:39<01:51, 10.60ex/s][A[A[A[A preprocess datasets #2: 26%|██▌ | 392/1528 [00:39<01:31, 12.35ex/s][A[A preprocess datasets #0: 23%|██▎ | 354/1528 [00:39<02:05, 9.33ex/s] preprocess datasets #3: 23%|██▎ | 347/1527 [00:39<03:09, 6.22ex/s][A[A[A preprocess datasets #1: 25%|██▌ | 389/1528 [00:39<01:44, 10.90ex/s][A preprocess datasets #0: 23%|██▎ | 355/1528 [00:40<02:06, 9.24ex/s] preprocess datasets #4: 23%|██▎ | 352/1527 [00:39<01:57, 10.01ex/s][A[A[A[A preprocess datasets #2: 26%|██▌ | 394/1528 [00:40<01:37, 11.61ex/s][A[A preprocess datasets #3: 23%|██▎ | 348/1527 [00:40<03:02, 6.47ex/s][A[A[A preprocess datasets #0: 23%|██▎ | 356/1528 [00:40<02:23, 8.15ex/s] preprocess datasets #1: 26%|██▌ | 391/1528 [00:40<01:54, 9.94ex/s][A preprocess datasets #4: 23%|██▎ | 354/1527 [00:40<01:56, 10.06ex/s][A[A[A[A preprocess datasets #2: 26%|██▌ | 396/1528 [00:40<01:37, 11.62ex/s][A[A preprocess datasets #3: 23%|██▎ | 350/1527 [00:40<02:27, 7.98ex/s][A[A[A preprocess datasets #0: 23%|██▎ | 357/1528 [00:40<02:22, 8.21ex/s] preprocess datasets #0: 23%|██▎ | 358/1528 [00:40<02:19, 8.39ex/s] preprocess datasets #1: 26%|██▌ | 393/1528 [00:40<01:56, 9.78ex/s][A preprocess datasets #4: 23%|██▎ | 356/1527 [00:40<01:51, 10.54ex/s][A[A[A[A preprocess datasets #2: 26%|██▌ | 398/1528 [00:40<01:38, 11.45ex/s][A[A preprocess datasets #3: 23%|██▎ | 351/1527 [00:40<02:52, 6.83ex/s][A[A[A preprocess datasets #0: 23%|██▎ | 359/1528 [00:40<02:36, 7.46ex/s] preprocess datasets #3: 23%|██▎ | 353/1527 [00:40<02:08, 9.12ex/s][A[A[A preprocess datasets #1: 26%|██▌ | 395/1528 [00:40<01:51, 10.21ex/s][A preprocess datasets #4: 23%|██▎ | 358/1527 [00:40<01:55, 10.16ex/s][A[A[A[A preprocess datasets #2: 26%|██▌ | 400/1528 [00:40<01:45, 10.74ex/s][A[A preprocess datasets #0: 24%|██▎ | 362/1528 [00:40<01:43, 11.24ex/s] preprocess datasets #3: 23%|██▎ | 355/1527 [00:40<01:58, 9.91ex/s][A[A[A preprocess datasets #1: 26%|██▌ | 397/1528 [00:40<01:49, 10.37ex/s][A preprocess datasets #4: 24%|██▎ | 360/1527 [00:40<01:46, 10.92ex/s][A[A[A[A preprocess datasets #2: 26%|██▋ | 402/1528 [00:40<01:46, 10.60ex/s][A[A preprocess datasets #0: 24%|██▍ | 364/1528 [00:41<01:56, 9.97ex/s] preprocess datasets #1: 26%|██▌ | 399/1528 [00:40<01:52, 10.06ex/s][A preprocess datasets #4: 24%|██▎ | 362/1527 [00:40<01:52, 10.38ex/s][A[A[A[A preprocess datasets #2: 26%|██▋ | 404/1528 [00:40<01:41, 11.04ex/s][A[A preprocess datasets #3: 23%|██▎ | 357/1527 [00:41<02:27, 7.95ex/s][A[A[A preprocess datasets #2: 27%|██▋ | 406/1528 [00:41<01:31, 12.31ex/s][A[A preprocess datasets #4: 24%|██▍ | 364/1527 [00:41<01:52, 10.36ex/s][A[A[A[A preprocess datasets #0: 24%|██▍ | 366/1528 [00:41<02:02, 9.49ex/s] preprocess datasets #3: 23%|██▎ | 358/1527 [00:41<02:27, 7.93ex/s][A[A[A preprocess datasets #1: 26%|██▌ | 401/1528 [00:41<02:12, 8.48ex/s][A preprocess datasets #4: 24%|██▍ | 366/1527 [00:41<01:45, 10.99ex/s][A[A[A[A preprocess datasets #2: 27%|██▋ | 408/1528 [00:41<01:42, 10.97ex/s][A[A preprocess datasets #3: 24%|██▎ | 360/1527 [00:41<02:11, 8.90ex/s][A[A[A preprocess datasets #0: 24%|██▍ | 367/1528 [00:41<02:22, 8.13ex/s] preprocess datasets #1: 26%|██▋ | 402/1528 [00:41<02:12, 8.51ex/s][A preprocess datasets #2: 27%|██▋ | 410/1528 [00:41<01:35, 11.74ex/s][A[A preprocess datasets #1: 26%|██▋ | 403/1528 [00:41<02:12, 8.48ex/s][A preprocess datasets #4: 24%|██▍ | 368/1527 [00:41<01:51, 10.43ex/s][A[A[A[A preprocess datasets #3: 24%|██▎ | 362/1527 [00:41<02:02, 9.51ex/s][A[A[A preprocess datasets #0: 24%|██▍ | 369/1528 [00:41<02:10, 8.89ex/s] preprocess datasets #2: 27%|██▋ | 412/1528 [00:41<01:43, 10.76ex/s][A[A preprocess datasets #4: 24%|██▍ | 370/1527 [00:41<01:46, 10.86ex/s][A[A[A[A preprocess datasets #0: 24%|██▍ | 370/1528 [00:41<02:14, 8.62ex/s] preprocess datasets #1: 27%|██▋ | 405/1528 [00:41<02:05, 8.96ex/s][A preprocess datasets #3: 24%|██▍ | 364/1527 [00:41<02:01, 9.58ex/s][A[A[A preprocess datasets #2: 27%|██▋ | 415/1528 [00:41<01:19, 13.92ex/s][A[A preprocess datasets #0: 24%|██▍ | 372/1528 [00:41<01:51, 10.32ex/s] preprocess datasets #1: 27%|██▋ | 406/1528 [00:41<02:06, 8.86ex/s][A preprocess datasets #4: 24%|██▍ | 372/1527 [00:41<01:48, 10.67ex/s][A[A[A[A preprocess datasets #1: 27%|██▋ | 407/1528 [00:41<02:06, 8.89ex/s][A preprocess datasets #2: 27%|██▋ | 417/1528 [00:42<01:28, 12.51ex/s][A[A preprocess datasets #3: 24%|██▍ | 366/1527 [00:42<02:12, 8.76ex/s][A[A[A preprocess datasets #1: 27%|██▋ | 408/1528 [00:42<02:10, 8.56ex/s][A preprocess datasets #4: 24%|██▍ | 374/1527 [00:42<01:50, 10.41ex/s][A[A[A[A preprocess datasets #2: 27%|██▋ | 419/1528 [00:42<01:32, 12.02ex/s][A[A preprocess datasets #3: 24%|██▍ | 367/1527 [00:42<02:22, 8.11ex/s][A[A[A preprocess datasets #1: 27%|██▋ | 410/1528 [00:42<01:55, 9.67ex/s][A preprocess datasets #4: 25%|██▍ | 376/1527 [00:42<01:50, 10.39ex/s][A[A[A[A preprocess datasets #0: 24%|██▍ | 374/1528 [00:42<02:45, 6.96ex/s] preprocess datasets #2: 28%|██▊ | 421/1528 [00:42<01:24, 13.11ex/s][A[A preprocess datasets #4: 25%|██▍ | 378/1527 [00:42<01:35, 12.01ex/s][A[A[A[A preprocess datasets #0: 25%|██▍ | 376/1528 [00:42<02:11, 8.77ex/s] preprocess datasets #3: 24%|██▍ | 370/1527 [00:42<01:56, 9.97ex/s][A[A[A preprocess datasets #1: 27%|██▋ | 412/1528 [00:42<01:50, 10.10ex/s][A preprocess datasets #2: 28%|██▊ | 423/1528 [00:42<01:34, 11.64ex/s][A[A preprocess datasets #3: 24%|██▍ | 371/1527 [00:42<01:58, 9.79ex/s][A[A[A preprocess datasets #1: 27%|██▋ | 413/1528 [00:42<01:50, 10.07ex/s][A preprocess datasets #4: 25%|██▍ | 380/1527 [00:42<01:34, 12.20ex/s][A[A[A[A preprocess datasets #0: 25%|██▍ | 379/1528 [00:42<01:46, 10.81ex/s] preprocess datasets #3: 24%|██▍ | 372/1527 [00:42<02:05, 9.18ex/s][A[A[A preprocess datasets #4: 25%|██▌ | 382/1527 [00:42<01:28, 12.99ex/s][A[A[A[A preprocess datasets #2: 28%|██▊ | 425/1528 [00:42<01:43, 10.69ex/s][A[A preprocess datasets #0: 25%|██▍ | 381/1528 [00:42<01:46, 10.80ex/s] preprocess datasets #3: 24%|██▍ | 373/1527 [00:42<02:07, 9.02ex/s][A[A[A preprocess datasets #1: 27%|██▋ | 415/1528 [00:42<02:02, 9.05ex/s][A preprocess datasets #4: 25%|██▌ | 384/1527 [00:42<01:32, 12.30ex/s][A[A[A[A preprocess datasets #1: 27%|██▋ | 416/1528 [00:42<02:01, 9.19ex/s][A preprocess datasets #3: 24%|██▍ | 374/1527 [00:42<02:10, 8.83ex/s][A[A[A preprocess datasets #2: 28%|██▊ | 427/1528 [00:42<01:40, 11.00ex/s][A[A preprocess datasets #0: 25%|██▌ | 383/1528 [00:43<01:49, 10.47ex/s] preprocess datasets #4: 25%|██▌ | 386/1527 [00:42<01:27, 13.07ex/s][A[A[A[A preprocess datasets #3: 25%|██▍ | 375/1527 [00:43<02:14, 8.58ex/s][A[A[A preprocess datasets #1: 27%|██▋ | 417/1528 [00:43<02:10, 8.50ex/s][A preprocess datasets #2: 28%|██▊ | 429/1528 [00:43<01:43, 10.59ex/s][A[A preprocess datasets #4: 25%|██▌ | 388/1527 [00:43<01:23, 13.56ex/s][A[A[A[A preprocess datasets #1: 27%|██▋ | 418/1528 [00:43<02:14, 8.27ex/s][A preprocess datasets #3: 25%|██▍ | 377/1527 [00:43<02:09, 8.88ex/s][A[A[A preprocess datasets #0: 25%|██▌ | 385/1528 [00:43<02:00, 9.45ex/s] preprocess datasets #4: 26%|██▌ | 390/1527 [00:43<01:26, 13.08ex/s][A[A[A[A preprocess datasets #2: 28%|██▊ | 432/1528 [00:43<01:37, 11.22ex/s][A[A preprocess datasets #1: 27%|██▋ | 420/1528 [00:43<02:07, 8.72ex/s][A preprocess datasets #3: 25%|██▍ | 379/1527 [00:43<01:55, 9.91ex/s][A[A[A preprocess datasets #4: 26%|██▌ | 392/1527 [00:43<01:31, 12.44ex/s][A[A[A[A preprocess datasets #1: 28%|██▊ | 421/1528 [00:43<02:06, 8.73ex/s][A preprocess datasets #3: 25%|██▍ | 380/1527 [00:43<01:59, 9.62ex/s][A[A[A preprocess datasets #0: 25%|██▌ | 387/1528 [00:43<02:13, 8.53ex/s] preprocess datasets #2: 28%|██▊ | 434/1528 [00:43<01:42, 10.71ex/s][A[A preprocess datasets #4: 26%|██▌ | 394/1527 [00:43<01:32, 12.21ex/s][A[A[A[A preprocess datasets #0: 25%|██▌ | 388/1528 [00:43<02:14, 8.49ex/s] preprocess datasets #1: 28%|██▊ | 423/1528 [00:43<02:01, 9.06ex/s][A preprocess datasets #3: 25%|██▌ | 382/1527 [00:43<01:53, 10.07ex/s][A[A[A preprocess datasets #0: 25%|██▌ | 389/1528 [00:43<02:16, 8.37ex/s] preprocess datasets #2: 29%|██▊ | 436/1528 [00:43<01:47, 10.15ex/s][A[A preprocess datasets #1: 28%|██▊ | 424/1528 [00:43<02:00, 9.15ex/s][A preprocess datasets #4: 26%|██▌ | 396/1527 [00:43<01:34, 11.99ex/s][A[A[A[A preprocess datasets #3: 25%|██▌ | 384/1527 [00:43<02:01, 9.44ex/s][A[A[A preprocess datasets #1: 28%|██▊ | 425/1528 [00:43<02:09, 8.54ex/s][A preprocess datasets #2: 29%|██▊ | 438/1528 [00:43<01:41, 10.71ex/s][A[A preprocess datasets #0: 26%|██▌ | 391/1528 [00:44<02:05, 9.05ex/s] preprocess datasets #4: 26%|██▌ | 398/1527 [00:43<01:37, 11.61ex/s][A[A[A[A preprocess datasets #3: 25%|██▌ | 385/1527 [00:44<02:01, 9.43ex/s][A[A[A preprocess datasets #0: 26%|██▌ | 393/1528 [00:44<01:51, 10.22ex/s] preprocess datasets #4: 26%|██▌ | 400/1527 [00:44<01:28, 12.74ex/s][A[A[A[A preprocess datasets #2: 29%|██▉ | 440/1528 [00:44<01:41, 10.77ex/s][A[A preprocess datasets #1: 28%|██▊ | 427/1528 [00:44<02:04, 8.85ex/s][A preprocess datasets #3: 25%|██▌ | 387/1527 [00:44<01:51, 10.26ex/s][A[A[A preprocess datasets #2: 29%|██▉ | 442/1528 [00:44<01:41, 10.70ex/s][A[A preprocess datasets #1: 28%|██▊ | 429/1528 [00:44<01:54, 9.60ex/s][A preprocess datasets #0: 26%|██▌ | 395/1528 [00:44<02:00, 9.37ex/s] preprocess datasets #4: 26%|██▋ | 402/1527 [00:44<01:48, 10.39ex/s][A[A[A[A preprocess datasets #3: 25%|██▌ | 389/1527 [00:44<01:53, 10.05ex/s][A[A[A preprocess datasets #0: 26%|██▌ | 396/1528 [00:44<02:04, 9.11ex/s] preprocess datasets #1: 28%|██▊ | 431/1528 [00:44<01:50, 9.92ex/s][A preprocess datasets #4: 26%|██▋ | 404/1527 [00:44<01:42, 10.96ex/s][A[A[A[A preprocess datasets #0: 26%|██▌ | 397/1528 [00:44<02:12, 8.57ex/s] preprocess datasets #3: 26%|██▌ | 391/1527 [00:44<01:56, 9.77ex/s][A[A[A preprocess datasets #2: 29%|██▉ | 444/1528 [00:44<02:00, 8.97ex/s][A[A preprocess datasets #1: 28%|██▊ | 432/1528 [00:44<01:55, 9.46ex/s][A preprocess datasets #4: 27%|██▋ | 406/1527 [00:44<01:37, 11.54ex/s][A[A[A[A preprocess datasets #3: 26%|██▌ | 392/1527 [00:44<01:56, 9.74ex/s][A[A[A preprocess datasets #2: 29%|██▉ | 445/1528 [00:44<02:04, 8.71ex/s][A[A preprocess datasets #1: 28%|██▊ | 433/1528 [00:44<01:58, 9.25ex/s][A preprocess datasets #0: 26%|██▌ | 398/1528 [00:44<02:38, 7.14ex/s] preprocess datasets #2: 29%|██▉ | 446/1528 [00:44<02:07, 8.51ex/s][A[A preprocess datasets #3: 26%|██▌ | 394/1527 [00:44<01:48, 10.40ex/s][A[A[A preprocess datasets #4: 27%|██▋ | 408/1527 [00:44<01:40, 11.09ex/s][A[A[A[A preprocess datasets #1: 28%|██▊ | 435/1528 [00:44<01:52, 9.71ex/s][A preprocess datasets #0: 26%|██▌ | 399/1528 [00:45<02:35, 7.27ex/s] preprocess datasets #2: 29%|██▉ | 447/1528 [00:45<02:09, 8.33ex/s][A[A preprocess datasets #4: 27%|██▋ | 410/1527 [00:45<01:36, 11.59ex/s][A[A[A[A preprocess datasets #1: 29%|██▊ | 436/1528 [00:45<01:53, 9.64ex/s][A preprocess datasets #0: 26%|██▌ | 400/1528 [00:45<02:28, 7.59ex/s] preprocess datasets #3: 26%|██▌ | 396/1527 [00:45<01:48, 10.45ex/s][A[A[A preprocess datasets #2: 29%|██▉ | 449/1528 [00:45<01:52, 9.56ex/s][A[A preprocess datasets #4: 27%|██▋ | 412/1527 [00:45<01:33, 11.98ex/s][A[A[A[A preprocess datasets #1: 29%|██▊ | 438/1528 [00:45<01:48, 10.02ex/s][A preprocess datasets #0: 26%|██▋ | 402/1528 [00:45<02:06, 8.88ex/s] preprocess datasets #3: 26%|██▌ | 398/1527 [00:45<01:52, 10.06ex/s][A[A[A preprocess datasets #1: 29%|██▉ | 440/1528 [00:45<01:37, 11.20ex/s][A preprocess datasets #4: 27%|██▋ | 414/1527 [00:45<01:35, 11.63ex/s][A[A[A[A preprocess datasets #2: 30%|██▉ | 452/1528 [00:45<01:42, 10.45ex/s][A[A preprocess datasets #0: 26%|██▋ | 404/1528 [00:45<01:57, 9.57ex/s] preprocess datasets #3: 26%|██▌ | 400/1527 [00:45<02:00, 9.34ex/s][A[A[A preprocess datasets #0: 27%|██▋ | 405/1528 [00:45<02:01, 9.22ex/s] preprocess datasets #4: 27%|██▋ | 416/1527 [00:45<01:36, 11.50ex/s][A[A[A[A preprocess datasets #1: 29%|██▉ | 442/1528 [00:45<01:48, 10.04ex/s][A preprocess datasets #2: 30%|██▉ | 454/1528 [00:45<01:45, 10.17ex/s][A[A preprocess datasets #3: 26%|██▋ | 401/1527 [00:45<01:59, 9.38ex/s][A[A[A preprocess datasets #4: 27%|██▋ | 418/1527 [00:45<01:37, 11.38ex/s][A[A[A[A preprocess datasets #0: 27%|██▋ | 407/1528 [00:45<01:57, 9.50ex/s] preprocess datasets #1: 29%|██▉ | 444/1528 [00:45<01:41, 10.64ex/s][A preprocess datasets #3: 26%|██▋ | 402/1527 [00:45<02:12, 8.52ex/s][A[A[A preprocess datasets #0: 27%|██▋ | 408/1528 [00:45<02:01, 9.22ex/s] preprocess datasets #2: 30%|██▉ | 456/1528 [00:45<01:52, 9.49ex/s][A[A preprocess datasets #3: 26%|██▋ | 403/1527 [00:45<02:10, 8.60ex/s][A[A[A preprocess datasets #1: 29%|██▉ | 446/1528 [00:45<01:32, 11.64ex/s][A preprocess datasets #4: 28%|██▊ | 420/1527 [00:45<01:44, 10.59ex/s][A[A[A[A preprocess datasets #0: 27%|██▋ | 409/1528 [00:46<02:00, 9.30ex/s] preprocess datasets #2: 30%|██▉ | 458/1528 [00:46<01:36, 11.06ex/s][A[A preprocess datasets #3: 26%|██▋ | 404/1527 [00:46<02:07, 8.80ex/s][A[A[A preprocess datasets #1: 29%|██▉ | 448/1528 [00:46<01:34, 11.39ex/s][A preprocess datasets #4: 28%|██▊ | 422/1527 [00:46<01:41, 10.89ex/s][A[A[A[A preprocess datasets #3: 27%|██▋ | 405/1527 [00:46<02:08, 8.76ex/s][A[A[A preprocess datasets #0: 27%|██▋ | 411/1528 [00:46<01:50, 10.10ex/s] preprocess datasets #1: 29%|██▉ | 450/1528 [00:46<01:42, 10.49ex/s][A preprocess datasets #2: 30%|███ | 460/1528 [00:46<02:03, 8.66ex/s][A[A preprocess datasets #3: 27%|██▋ | 407/1527 [00:46<02:01, 9.18ex/s][A[A[A preprocess datasets #0: 27%|██▋ | 413/1528 [00:46<01:54, 9.70ex/s] preprocess datasets #4: 28%|██▊ | 424/1527 [00:46<01:56, 9.48ex/s][A[A[A[A preprocess datasets #3: 27%|██▋ | 408/1527 [00:46<02:07, 8.80ex/s][A[A[A preprocess datasets #0: 27%|██▋ | 414/1528 [00:46<01:54, 9.73ex/s] preprocess datasets #4: 28%|██▊ | 425/1527 [00:46<01:56, 9.46ex/s][A[A[A[A preprocess datasets #1: 30%|██▉ | 452/1528 [00:46<01:42, 10.54ex/s][A preprocess datasets #2: 30%|███ | 462/1528 [00:46<01:58, 8.96ex/s][A[A preprocess datasets #0: 27%|██▋ | 415/1528 [00:46<01:55, 9.62ex/s] preprocess datasets #3: 27%|██▋ | 409/1527 [00:46<02:12, 8.45ex/s][A[A[A preprocess datasets #4: 28%|██▊ | 427/1527 [00:46<01:50, 10.00ex/s][A[A[A[A preprocess datasets #3: 27%|██▋ | 410/1527 [00:46<02:11, 8.47ex/s][A[A[A preprocess datasets #0: 27%|██▋ | 416/1528 [00:46<02:06, 8.78ex/s] preprocess datasets #1: 30%|██▉ | 454/1528 [00:46<01:49, 9.84ex/s][A preprocess datasets #2: 30%|███ | 464/1528 [00:46<02:01, 8.76ex/s][A[A preprocess datasets #4: 28%|██▊ | 429/1527 [00:46<01:44, 10.51ex/s][A[A[A[A preprocess datasets #3: 27%|██▋ | 412/1527 [00:46<01:58, 9.40ex/s][A[A[A preprocess datasets #1: 30%|██▉ | 456/1528 [00:46<01:42, 10.42ex/s][A preprocess datasets #0: 27%|██▋ | 418/1528 [00:47<02:10, 8.53ex/s] preprocess datasets #2: 30%|███ | 466/1528 [00:46<01:54, 9.24ex/s][A[A preprocess datasets #4: 28%|██▊ | 431/1527 [00:47<01:38, 11.07ex/s][A[A[A[A preprocess datasets #1: 30%|██▉ | 458/1528 [00:47<01:36, 11.12ex/s][A preprocess datasets #2: 31%|███ | 467/1528 [00:47<01:56, 9.13ex/s][A[A preprocess datasets #3: 27%|██▋ | 414/1527 [00:47<01:54, 9.75ex/s][A[A[A preprocess datasets #0: 27%|██▋ | 420/1528 [00:47<02:04, 8.88ex/s] preprocess datasets #2: 31%|███ | 468/1528 [00:47<01:54, 9.23ex/s][A[A preprocess datasets #3: 27%|██▋ | 415/1527 [00:47<01:57, 9.48ex/s][A[A[A preprocess datasets #4: 28%|██▊ | 433/1527 [00:47<01:41, 10.80ex/s][A[A[A[A preprocess datasets #1: 30%|███ | 460/1528 [00:47<01:39, 10.77ex/s][A preprocess datasets #0: 28%|██▊ | 421/1528 [00:47<02:09, 8.53ex/s] preprocess datasets #4: 28%|██▊ | 435/1527 [00:47<01:35, 11.38ex/s][A[A[A[A preprocess datasets #3: 27%|██▋ | 416/1527 [00:47<02:15, 8.21ex/s][A[A[A preprocess datasets #2: 31%|███ | 470/1528 [00:47<01:55, 9.14ex/s][A[A preprocess datasets #0: 28%|██▊ | 423/1528 [00:47<01:56, 9.46ex/s] preprocess datasets #1: 30%|███ | 462/1528 [00:47<01:44, 10.19ex/s][A preprocess datasets #3: 27%|██▋ | 417/1527 [00:47<02:17, 8.09ex/s][A[A[A preprocess datasets #4: 29%|██▊ | 437/1527 [00:47<01:33, 11.60ex/s][A[A[A[A preprocess datasets #2: 31%|███ | 472/1528 [00:47<01:44, 10.13ex/s][A[A preprocess datasets #3: 27%|██▋ | 418/1527 [00:47<02:11, 8.41ex/s][A[A[A preprocess datasets #0: 28%|██▊ | 424/1528 [00:47<02:08, 8.61ex/s] preprocess datasets #1: 30%|███ | 464/1528 [00:47<01:46, 10.01ex/s][A preprocess datasets #4: 29%|██▊ | 439/1527 [00:47<01:33, 11.59ex/s][A[A[A[A preprocess datasets #2: 31%|███ | 474/1528 [00:47<01:40, 10.45ex/s][A[A preprocess datasets #0: 28%|██▊ | 425/1528 [00:47<02:06, 8.70ex/s] preprocess datasets #3: 27%|██▋ | 419/1527 [00:47<02:27, 7.53ex/s][A[A[A preprocess datasets #0: 28%|██▊ | 426/1528 [00:47<02:08, 8.59ex/s] preprocess datasets #3: 28%|██▊ | 420/1527 [00:47<02:19, 7.94ex/s][A[A[A preprocess datasets #4: 29%|██▉ | 441/1527 [00:47<01:37, 11.19ex/s][A[A[A[A preprocess datasets #2: 31%|███ | 476/1528 [00:48<01:47, 9.81ex/s][A[A preprocess datasets #0: 28%|██▊ | 427/1528 [00:48<02:09, 8.50ex/s] preprocess datasets #3: 28%|██▊ | 421/1527 [00:48<02:19, 7.92ex/s][A[A[A preprocess datasets #1: 30%|███ | 466/1528 [00:48<02:13, 7.98ex/s][A preprocess datasets #4: 29%|██▉ | 443/1527 [00:48<01:40, 10.81ex/s][A[A[A[A preprocess datasets #0: 28%|██▊ | 428/1528 [00:48<02:22, 7.75ex/s] preprocess datasets #2: 31%|███▏ | 478/1528 [00:48<01:43, 10.13ex/s][A[A preprocess datasets #3: 28%|██▊ | 423/1527 [00:48<01:54, 9.64ex/s][A[A[A preprocess datasets #1: 31%|███ | 467/1528 [00:48<02:13, 7.94ex/s][A preprocess datasets #0: 28%|██▊ | 429/1528 [00:48<02:18, 7.96ex/s] preprocess datasets #4: 29%|██▉ | 445/1527 [00:48<01:41, 10.63ex/s][A[A[A[A preprocess datasets #1: 31%|███ | 469/1528 [00:48<01:51, 9.54ex/s][A preprocess datasets #3: 28%|██▊ | 425/1527 [00:48<01:43, 10.62ex/s][A[A[A preprocess datasets #2: 31%|███▏ | 480/1528 [00:48<01:46, 9.86ex/s][A[A preprocess datasets #4: 29%|██▉ | 447/1527 [00:48<01:35, 11.30ex/s][A[A[A[A preprocess datasets #0: 28%|██▊ | 431/1528 [00:48<02:03, 8.92ex/s] preprocess datasets #1: 31%|███ | 472/1528 [00:48<01:25, 12.31ex/s][A preprocess datasets #0: 28%|██▊ | 432/1528 [00:48<02:05, 8.75ex/s] preprocess datasets #3: 28%|██▊ | 427/1527 [00:48<02:03, 8.90ex/s][A[A[A preprocess datasets #4: 29%|██▉ | 449/1527 [00:48<01:35, 11.25ex/s][A[A[A[A preprocess datasets #2: 32%|███▏ | 482/1528 [00:48<01:56, 8.99ex/s][A[A preprocess datasets #1: 31%|███ | 474/1528 [00:48<01:38, 10.73ex/s][A preprocess datasets #3: 28%|██▊ | 428/1527 [00:48<02:01, 9.07ex/s][A[A[A preprocess datasets #0: 28%|██▊ | 434/1528 [00:48<02:00, 9.06ex/s] preprocess datasets #4: 30%|██▉ | 451/1527 [00:48<01:37, 11.09ex/s][A[A[A[A preprocess datasets #3: 28%|██▊ | 429/1527 [00:48<02:01, 9.01ex/s][A[A[A preprocess datasets #1: 31%|███ | 476/1528 [00:48<01:33, 11.27ex/s][A preprocess datasets #2: 32%|███▏ | 485/1528 [00:48<01:44, 9.97ex/s][A[A preprocess datasets #3: 28%|██▊ | 430/1527 [00:48<02:01, 9.06ex/s][A[A[A preprocess datasets #4: 30%|██▉ | 453/1527 [00:48<01:31, 11.77ex/s][A[A[A[A preprocess datasets #1: 31%|███▏ | 478/1528 [00:49<01:22, 12.66ex/s][A preprocess datasets #0: 29%|██▊ | 436/1528 [00:49<01:54, 9.54ex/s] preprocess datasets #2: 32%|███▏ | 487/1528 [00:49<01:46, 9.76ex/s][A[A preprocess datasets #3: 28%|██▊ | 433/1527 [00:49<01:34, 11.59ex/s][A[A[A preprocess datasets #4: 30%|██▉ | 455/1527 [00:49<01:32, 11.53ex/s][A[A[A[A preprocess datasets #1: 31%|███▏ | 480/1528 [00:49<01:25, 12.20ex/s][A preprocess datasets #0: 29%|██▊ | 438/1528 [00:49<01:48, 10.06ex/s] preprocess datasets #3: 28%|██▊ | 435/1527 [00:49<01:22, 13.24ex/s][A[A[A preprocess datasets #2: 32%|███▏ | 489/1528 [00:49<01:36, 10.80ex/s][A[A preprocess datasets #0: 29%|██▉ | 440/1528 [00:49<01:40, 10.83ex/s] preprocess datasets #4: 30%|██▉ | 457/1527 [00:49<01:33, 11.40ex/s][A[A[A[A preprocess datasets #3: 29%|██▊ | 437/1527 [00:49<01:14, 14.72ex/s][A[A[A preprocess datasets #1: 32%|███▏ | 482/1528 [00:49<01:31, 11.49ex/s][A preprocess datasets #2: 32%|███▏ | 491/1528 [00:49<01:36, 10.75ex/s][A[A preprocess datasets #4: 30%|███ | 459/1527 [00:49<01:26, 12.36ex/s][A[A[A[A preprocess datasets #3: 29%|██▊ | 439/1527 [00:49<01:12, 14.91ex/s][A[A[A preprocess datasets #0: 29%|██▉ | 442/1528 [00:49<01:47, 10.07ex/s] preprocess datasets #4: 30%|███ | 461/1527 [00:49<01:27, 12.23ex/s][A[A[A[A preprocess datasets #1: 32%|███▏ | 484/1528 [00:49<01:45, 9.93ex/s][A preprocess datasets #2: 32%|███▏ | 493/1528 [00:49<01:43, 9.98ex/s][A[A preprocess datasets #0: 29%|██▉ | 444/1528 [00:49<01:45, 10.30ex/s] preprocess datasets #3: 29%|██▉ | 441/1527 [00:49<01:32, 11.68ex/s][A[A[A preprocess datasets #4: 30%|███ | 463/1527 [00:49<01:23, 12.74ex/s][A[A[A[A preprocess datasets #1: 32%|███▏ | 486/1528 [00:49<01:40, 10.34ex/s][A preprocess datasets #2: 32%|███▏ | 495/1528 [00:49<01:38, 10.49ex/s][A[A preprocess datasets #0: 29%|██▉ | 446/1528 [00:49<01:43, 10.48ex/s] preprocess datasets #1: 32%|███▏ | 488/1528 [00:50<01:36, 10.82ex/s][A preprocess datasets #4: 30%|███ | 465/1527 [00:49<01:30, 11.79ex/s][A[A[A[A preprocess datasets #3: 29%|██▉ | 443/1527 [00:50<01:48, 9.97ex/s][A[A[A preprocess datasets #0: 29%|██▉ | 448/1528 [00:50<01:39, 10.83ex/s] preprocess datasets #4: 31%|███ | 467/1527 [00:50<01:30, 11.69ex/s][A[A[A[A preprocess datasets #2: 33%|███▎ | 497/1528 [00:50<01:54, 9.00ex/s][A[A preprocess datasets #3: 29%|██▉ | 445/1527 [00:50<01:43, 10.45ex/s][A[A[A preprocess datasets #1: 32%|███▏ | 490/1528 [00:50<01:42, 10.11ex/s][A preprocess datasets #0: 29%|██▉ | 450/1528 [00:50<01:36, 11.14ex/s] preprocess datasets #2: 33%|███▎ | 500/1528 [00:50<01:34, 10.91ex/s][A[A preprocess datasets #4: 31%|███ | 469/1527 [00:50<01:41, 10.47ex/s][A[A[A[A preprocess datasets #3: 29%|██▉ | 447/1527 [00:50<01:46, 10.12ex/s][A[A[A preprocess datasets #1: 32%|███▏ | 492/1528 [00:50<01:50, 9.38ex/s][A preprocess datasets #0: 30%|██▉ | 452/1528 [00:50<01:45, 10.20ex/s] preprocess datasets #2: 33%|███▎ | 502/1528 [00:50<01:34, 10.85ex/s][A[A preprocess datasets #1: 32%|███▏ | 493/1528 [00:50<02:03, 8.41ex/s][A preprocess datasets #3: 29%|██▉ | 449/1527 [00:50<01:55, 9.37ex/s][A[A[A preprocess datasets #4: 31%|███ | 471/1527 [00:50<01:58, 8.92ex/s][A[A[A[A preprocess datasets #2: 33%|███▎ | 504/1528 [00:50<01:33, 11.00ex/s][A[A preprocess datasets #0: 30%|██▉ | 454/1528 [00:50<01:49, 9.84ex/s] preprocess datasets #1: 32%|███▏ | 494/1528 [00:50<02:03, 8.36ex/s][A preprocess datasets #3: 30%|██▉ | 451/1527 [00:50<01:45, 10.18ex/s][A[A[A preprocess datasets #4: 31%|███ | 473/1527 [00:50<01:48, 9.72ex/s][A[A[A[A preprocess datasets #0: 30%|██▉ | 456/1528 [00:50<01:37, 10.97ex/s] preprocess datasets #2: 33%|███▎ | 506/1528 [00:50<01:33, 10.99ex/s][A[A preprocess datasets #1: 32%|███▏ | 496/1528 [00:50<01:46, 9.71ex/s][A preprocess datasets #3: 30%|██▉ | 453/1527 [00:51<01:47, 9.99ex/s][A[A[A preprocess datasets #4: 31%|███ | 475/1527 [00:51<01:44, 10.06ex/s][A[A[A[A preprocess datasets #3: 30%|██▉ | 455/1527 [00:51<01:35, 11.19ex/s][A[A[A preprocess datasets #1: 33%|███▎ | 498/1528 [00:51<01:53, 9.08ex/s][A preprocess datasets #2: 33%|███▎ | 508/1528 [00:51<01:56, 8.75ex/s][A[A preprocess datasets #0: 30%|██▉ | 458/1528 [00:51<02:10, 8.23ex/s] preprocess datasets #1: 33%|███▎ | 500/1528 [00:51<01:33, 10.99ex/s][A preprocess datasets #4: 31%|███ | 477/1527 [00:51<01:52, 9.35ex/s][A[A[A[A preprocess datasets #3: 30%|██▉ | 457/1527 [00:51<01:36, 11.06ex/s][A[A[A preprocess datasets #0: 30%|███ | 459/1528 [00:51<02:10, 8.18ex/s] preprocess datasets #2: 33%|███▎ | 509/1528 [00:51<02:07, 8.01ex/s][A[A preprocess datasets #4: 31%|███▏ | 479/1527 [00:51<01:44, 10.07ex/s][A[A[A[A preprocess datasets #1: 33%|███▎ | 502/1528 [00:51<01:41, 10.07ex/s][A preprocess datasets #3: 30%|███ | 459/1527 [00:51<01:34, 11.34ex/s][A[A[A preprocess datasets #2: 33%|███▎ | 511/1528 [00:51<01:51, 9.13ex/s][A[A preprocess datasets #0: 30%|███ | 461/1528 [00:51<02:03, 8.62ex/s] preprocess datasets #4: 31%|███▏ | 481/1527 [00:51<01:40, 10.38ex/s][A[A[A[A preprocess datasets #1: 33%|███▎ | 504/1528 [00:51<01:42, 10.03ex/s][A preprocess datasets #2: 34%|███▎ | 513/1528 [00:51<01:43, 9.83ex/s][A[A preprocess datasets #0: 30%|███ | 463/1528 [00:51<01:54, 9.30ex/s] preprocess datasets #3: 30%|███ | 461/1527 [00:51<01:46, 9.97ex/s][A[A[A preprocess datasets #4: 32%|███▏ | 483/1527 [00:51<01:36, 10.78ex/s][A[A[A[A preprocess datasets #1: 33%|███▎ | 506/1528 [00:51<01:34, 10.79ex/s][A preprocess datasets #0: 30%|███ | 465/1528 [00:51<01:36, 10.99ex/s] preprocess datasets #2: 34%|███▎ | 515/1528 [00:51<01:33, 10.86ex/s][A[A preprocess datasets #4: 32%|███▏ | 485/1527 [00:51<01:24, 12.37ex/s][A[A[A[A preprocess datasets #3: 30%|███ | 463/1527 [00:51<01:53, 9.33ex/s][A[A[A preprocess datasets #1: 33%|███▎ | 508/1528 [00:52<01:32, 11.06ex/s][A preprocess datasets #2: 34%|███▍ | 517/1528 [00:52<01:32, 10.90ex/s][A[A preprocess datasets #4: 32%|███▏ | 487/1527 [00:52<01:29, 11.64ex/s][A[A[A[A preprocess datasets #0: 31%|███ | 467/1528 [00:52<01:45, 10.05ex/s] preprocess datasets #3: 30%|███ | 465/1527 [00:52<01:47, 9.85ex/s][A[A[A preprocess datasets #4: 32%|███▏ | 489/1527 [00:52<01:23, 12.43ex/s][A[A[A[A preprocess datasets #1: 33%|███▎ | 510/1528 [00:52<01:47, 9.47ex/s][A preprocess datasets #2: 34%|███▍ | 519/1528 [00:52<01:42, 9.88ex/s][A[A preprocess datasets #0: 31%|███ | 469/1528 [00:52<01:47, 9.85ex/s] preprocess datasets #3: 31%|███ | 467/1527 [00:52<01:43, 10.24ex/s][A[A[A preprocess datasets #1: 34%|███▎ | 512/1528 [00:52<01:34, 10.73ex/s][A preprocess datasets #2: 34%|███▍ | 522/1528 [00:52<01:23, 12.11ex/s][A[A preprocess datasets #3: 31%|███ | 469/1527 [00:52<01:35, 11.02ex/s][A[A[A preprocess datasets #4: 32%|███▏ | 491/1527 [00:52<01:44, 9.91ex/s][A[A[A[A preprocess datasets #0: 31%|███ | 471/1528 [00:52<01:51, 9.49ex/s] preprocess datasets #1: 34%|███▎ | 514/1528 [00:52<01:43, 9.77ex/s][A preprocess datasets #3: 31%|███ | 471/1527 [00:52<01:37, 10.86ex/s][A[A[A preprocess datasets #0: 31%|███ | 473/1528 [00:52<01:43, 10.22ex/s] preprocess datasets #2: 34%|███▍ | 524/1528 [00:52<01:34, 10.66ex/s][A[A preprocess datasets #1: 34%|███▍ | 516/1528 [00:52<01:31, 11.10ex/s][A preprocess datasets #4: 32%|███▏ | 493/1527 [00:52<01:57, 8.79ex/s][A[A[A[A preprocess datasets #2: 34%|███▍ | 526/1528 [00:52<01:32, 10.82ex/s][A[A preprocess datasets #4: 32%|███▏ | 494/1527 [00:52<01:55, 8.98ex/s][A[A[A[A preprocess datasets #0: 31%|███ | 475/1528 [00:52<01:46, 9.88ex/s] preprocess datasets #3: 31%|███ | 473/1527 [00:52<01:44, 10.08ex/s][A[A[A preprocess datasets #4: 32%|███▏ | 495/1527 [00:52<01:53, 9.12ex/s][A[A[A[A preprocess datasets #1: 34%|███▍ | 518/1528 [00:53<01:45, 9.53ex/s][A preprocess datasets #2: 35%|███▍ | 528/1528 [00:53<01:32, 10.76ex/s][A[A preprocess datasets #3: 31%|███ | 475/1527 [00:53<01:39, 10.58ex/s][A[A[A preprocess datasets #0: 31%|███ | 477/1528 [00:53<01:45, 10.01ex/s] preprocess datasets #4: 32%|███▏ | 496/1527 [00:53<01:50, 9.30ex/s][A[A[A[A preprocess datasets #4: 33%|███▎ | 497/1527 [00:53<01:49, 9.38ex/s][A[A[A[A preprocess datasets #3: 31%|███ | 477/1527 [00:53<01:38, 10.65ex/s][A[A[A preprocess datasets #2: 35%|███▍ | 530/1528 [00:53<01:36, 10.31ex/s][A[A preprocess datasets #1: 34%|███▍ | 521/1528 [00:53<01:33, 10.79ex/s][A preprocess datasets #0: 31%|███▏ | 479/1528 [00:53<01:42, 10.25ex/s] preprocess datasets #4: 33%|███▎ | 498/1527 [00:53<02:07, 8.09ex/s][A[A[A[A preprocess datasets #2: 35%|███▍ | 532/1528 [00:53<01:31, 10.83ex/s][A[A preprocess datasets #3: 31%|███▏ | 480/1527 [00:53<01:29, 11.65ex/s][A[A[A preprocess datasets #0: 31%|███▏ | 481/1528 [00:53<01:45, 9.91ex/s] preprocess datasets #1: 34%|███▍ | 523/1528 [00:53<01:38, 10.20ex/s][A preprocess datasets #4: 33%|███▎ | 500/1527 [00:53<01:59, 8.62ex/s][A[A[A[A preprocess datasets #2: 35%|███▌ | 535/1528 [00:53<01:25, 11.67ex/s][A[A preprocess datasets #4: 33%|███▎ | 501/1527 [00:53<01:58, 8.65ex/s][A[A[A[A preprocess datasets #0: 32%|███▏ | 483/1528 [00:53<01:46, 9.79ex/s] preprocess datasets #1: 34%|███▍ | 525/1528 [00:53<01:40, 9.98ex/s][A preprocess datasets #3: 32%|███▏ | 482/1527 [00:53<01:38, 10.60ex/s][A[A[A preprocess datasets #4: 33%|███▎ | 502/1527 [00:53<01:55, 8.88ex/s][A[A[A[A preprocess datasets #0: 32%|███▏ | 484/1528 [00:53<01:49, 9.57ex/s] preprocess datasets #3: 32%|███▏ | 484/1527 [00:53<01:33, 11.14ex/s][A[A[A preprocess datasets #2: 35%|███▌ | 537/1528 [00:53<01:34, 10.52ex/s][A[A preprocess datasets #1: 34%|███▍ | 527/1528 [00:53<01:43, 9.69ex/s][A preprocess datasets #4: 33%|███▎ | 503/1527 [00:53<02:01, 8.41ex/s][A[A[A[A preprocess datasets #0: 32%|███▏ | 486/1528 [00:54<01:36, 10.80ex/s] preprocess datasets #4: 33%|███▎ | 504/1527 [00:54<02:03, 8.29ex/s][A[A[A[A preprocess datasets #1: 35%|███▍ | 529/1528 [00:54<01:40, 9.93ex/s][A preprocess datasets #2: 35%|███▌ | 539/1528 [00:54<01:40, 9.85ex/s][A[A preprocess datasets #0: 32%|███▏ | 488/1528 [00:54<01:40, 10.32ex/s] preprocess datasets #4: 33%|███▎ | 505/1527 [00:54<02:02, 8.34ex/s][A[A[A[A preprocess datasets #3: 32%|███▏ | 486/1527 [00:54<01:59, 8.69ex/s][A[A[A preprocess datasets #2: 35%|███▌ | 541/1528 [00:54<01:34, 10.44ex/s][A[A preprocess datasets #1: 35%|███▍ | 531/1528 [00:54<01:39, 10.03ex/s][A preprocess datasets #3: 32%|███▏ | 487/1527 [00:54<02:01, 8.54ex/s][A[A[A preprocess datasets #0: 32%|███▏ | 490/1528 [00:54<01:39, 10.42ex/s] preprocess datasets #4: 33%|███▎ | 506/1527 [00:54<02:34, 6.59ex/s][A[A[A[A preprocess datasets #3: 32%|███▏ | 490/1527 [00:54<01:33, 11.05ex/s][A[A[A preprocess datasets #1: 35%|███▍ | 533/1528 [00:54<01:39, 9.96ex/s][A preprocess datasets #4: 33%|███▎ | 507/1527 [00:54<02:26, 6.95ex/s][A[A[A[A preprocess datasets #2: 36%|███▌ | 543/1528 [00:54<01:45, 9.38ex/s][A[A preprocess datasets #0: 32%|███▏ | 492/1528 [00:54<01:53, 9.14ex/s] preprocess datasets #1: 35%|███▌ | 535/1528 [00:54<01:36, 10.29ex/s][A preprocess datasets #4: 33%|███▎ | 509/1527 [00:54<02:03, 8.28ex/s][A[A[A[A preprocess datasets #2: 36%|███▌ | 545/1528 [00:54<01:40, 9.73ex/s][A[A preprocess datasets #3: 32%|███▏ | 492/1527 [00:54<01:42, 10.10ex/s][A[A[A preprocess datasets #0: 32%|███▏ | 493/1528 [00:54<02:00, 8.60ex/s] preprocess datasets #4: 33%|███▎ | 511/1527 [00:54<01:53, 8.98ex/s][A[A[A[A preprocess datasets #2: 36%|███▌ | 547/1528 [00:54<01:38, 9.94ex/s][A[A preprocess datasets #3: 32%|███▏ | 494/1527 [00:54<01:41, 10.16ex/s][A[A[A preprocess datasets #1: 35%|███▌ | 537/1528 [00:55<01:47, 9.26ex/s][A preprocess datasets #0: 32%|███▏ | 495/1528 [00:55<01:58, 8.69ex/s] preprocess datasets #4: 34%|███▎ | 512/1527 [00:55<01:57, 8.61ex/s][A[A[A[A preprocess datasets #0: 32%|███▏ | 496/1528 [00:55<01:59, 8.63ex/s] preprocess datasets #2: 36%|███▌ | 549/1528 [00:55<01:37, 10.03ex/s][A[A preprocess datasets #4: 34%|███▎ | 513/1527 [00:55<02:02, 8.27ex/s][A[A[A[A preprocess datasets #3: 32%|███▏ | 496/1527 [00:55<01:54, 9.01ex/s][A[A[A preprocess datasets #1: 35%|███▌ | 539/1528 [00:55<01:56, 8.51ex/s][A preprocess datasets #0: 33%|███▎ | 497/1528 [00:55<01:59, 8.59ex/s] preprocess datasets #2: 36%|███▌ | 551/1528 [00:55<01:35, 10.27ex/s][A[A preprocess datasets #3: 33%|███▎ | 497/1527 [00:55<01:56, 8.88ex/s][A[A[A preprocess datasets #4: 34%|███▎ | 515/1527 [00:55<01:47, 9.41ex/s][A[A[A[A preprocess datasets #1: 35%|███▌ | 541/1528 [00:55<01:41, 9.69ex/s][A preprocess datasets #0: 33%|███▎ | 498/1528 [00:55<02:06, 8.14ex/s] preprocess datasets #3: 33%|███▎ | 498/1527 [00:55<02:02, 8.38ex/s][A[A[A preprocess datasets #0: 33%|███▎ | 499/1528 [00:55<02:06, 8.13ex/s] preprocess datasets #2: 36%|███▌ | 553/1528 [00:55<01:37, 9.95ex/s][A[A preprocess datasets #4: 34%|███▍ | 516/1527 [00:55<02:02, 8.27ex/s][A[A[A[A preprocess datasets #3: 33%|███▎ | 500/1527 [00:55<01:37, 10.56ex/s][A[A[A preprocess datasets #0: 33%|███▎ | 500/1528 [00:55<02:07, 8.04ex/s] preprocess datasets #1: 36%|███▌ | 543/1528 [00:55<01:55, 8.54ex/s][A preprocess datasets #4: 34%|███▍ | 517/1527 [00:55<02:09, 7.78ex/s][A[A[A[A preprocess datasets #2: 36%|███▋ | 555/1528 [00:55<01:34, 10.26ex/s][A[A preprocess datasets #4: 34%|███▍ | 518/1527 [00:55<02:04, 8.13ex/s][A[A[A[A preprocess datasets #3: 33%|███▎ | 502/1527 [00:55<01:43, 9.90ex/s][A[A[A preprocess datasets #1: 36%|███▌ | 545/1528 [00:55<01:53, 8.65ex/s][A preprocess datasets #2: 36%|███▋ | 557/1528 [00:55<01:39, 9.78ex/s][A[A preprocess datasets #0: 33%|███▎ | 502/1528 [00:56<02:24, 7.08ex/s] preprocess datasets #1: 36%|███▌ | 546/1528 [00:56<01:55, 8.52ex/s][A preprocess datasets #3: 33%|███▎ | 504/1527 [00:56<01:47, 9.50ex/s][A[A[A preprocess datasets #0: 33%|███▎ | 503/1528 [00:56<02:18, 7.38ex/s] preprocess datasets #4: 34%|███▍ | 520/1527 [00:56<02:17, 7.30ex/s][A[A[A[A preprocess datasets #2: 37%|███▋ | 559/1528 [00:56<01:34, 10.29ex/s][A[A preprocess datasets #1: 36%|███▌ | 547/1528 [00:56<02:00, 8.15ex/s][A preprocess datasets #0: 33%|███▎ | 504/1528 [00:56<02:12, 7.75ex/s] preprocess datasets #4: 34%|███▍ | 521/1527 [00:56<02:10, 7.70ex/s][A[A[A[A preprocess datasets #2: 37%|███▋ | 561/1528 [00:56<01:30, 10.69ex/s][A[A preprocess datasets #3: 33%|███▎ | 506/1527 [00:56<01:57, 8.68ex/s][A[A[A preprocess datasets #1: 36%|███▌ | 550/1528 [00:56<01:31, 10.70ex/s][A preprocess datasets #0: 33%|███▎ | 505/1528 [00:56<02:27, 6.96ex/s] preprocess datasets #4: 34%|███▍ | 523/1527 [00:56<01:53, 8.82ex/s][A[A[A[A preprocess datasets #3: 33%|███▎ | 507/1527 [00:56<02:01, 8.39ex/s][A[A[A preprocess datasets #4: 34%|███▍ | 524/1527 [00:56<01:50, 9.05ex/s][A[A[A[A preprocess datasets #2: 37%|███▋ | 563/1528 [00:56<01:42, 9.45ex/s][A[A preprocess datasets #3: 33%|███▎ | 508/1527 [00:56<01:58, 8.59ex/s][A[A[A preprocess datasets #0: 33%|███▎ | 507/1528 [00:56<02:08, 7.95ex/s] preprocess datasets #1: 36%|███▌ | 552/1528 [00:56<01:49, 8.95ex/s][A preprocess datasets #2: 37%|███▋ | 564/1528 [00:56<01:43, 9.34ex/s][A[A preprocess datasets #4: 34%|███▍ | 525/1527 [00:56<02:08, 7.79ex/s][A[A[A[A preprocess datasets #0: 33%|███▎ | 509/1528 [00:56<01:42, 9.93ex/s] preprocess datasets #3: 33%|███▎ | 510/1527 [00:56<01:39, 10.22ex/s][A[A[A preprocess datasets #2: 37%|███▋ | 565/1528 [00:56<01:44, 9.22ex/s][A[A preprocess datasets #1: 36%|███▋ | 554/1528 [00:56<01:43, 9.38ex/s][A preprocess datasets #4: 35%|███▍ | 527/1527 [00:56<01:54, 8.72ex/s][A[A[A[A preprocess datasets #3: 34%|███▎ | 512/1527 [00:56<01:34, 10.70ex/s][A[A[A preprocess datasets #0: 33%|███▎ | 511/1528 [00:56<01:38, 10.37ex/s] preprocess datasets #2: 37%|███▋ | 566/1528 [00:56<01:48, 8.90ex/s][A[A preprocess datasets #4: 35%|███▍ | 528/1527 [00:56<01:56, 8.59ex/s][A[A[A[A preprocess datasets #1: 36%|███▋ | 555/1528 [00:57<01:53, 8.59ex/s][A preprocess datasets #2: 37%|███▋ | 568/1528 [00:57<01:34, 10.14ex/s][A[A preprocess datasets #0: 34%|███▎ | 513/1528 [00:57<01:36, 10.48ex/s] preprocess datasets #4: 35%|███▍ | 529/1527 [00:57<01:56, 8.56ex/s][A[A[A[A preprocess datasets #1: 36%|███▋ | 556/1528 [00:57<01:50, 8.82ex/s][A preprocess datasets #3: 34%|███▎ | 514/1527 [00:57<01:50, 9.18ex/s][A[A[A preprocess datasets #0: 34%|███▎ | 515/1528 [00:57<01:34, 10.71ex/s] preprocess datasets #2: 37%|███▋ | 570/1528 [00:57<01:34, 10.11ex/s][A[A preprocess datasets #4: 35%|███▍ | 531/1527 [00:57<01:41, 9.82ex/s][A[A[A[A preprocess datasets #1: 36%|███▋ | 557/1528 [00:57<02:02, 7.95ex/s][A preprocess datasets #3: 34%|███▎ | 515/1527 [00:57<02:00, 8.43ex/s][A[A[A preprocess datasets #0: 34%|███▍ | 517/1528 [00:57<01:27, 11.51ex/s] preprocess datasets #4: 35%|███▍ | 533/1527 [00:57<01:43, 9.60ex/s][A[A[A[A preprocess datasets #2: 37%|███▋ | 572/1528 [00:57<01:39, 9.63ex/s][A[A preprocess datasets #3: 34%|███▍ | 517/1527 [00:57<01:48, 9.34ex/s][A[A[A preprocess datasets #1: 37%|███▋ | 559/1528 [00:57<01:53, 8.55ex/s][A preprocess datasets #4: 35%|███▍ | 534/1527 [00:57<01:45, 9.38ex/s][A[A[A[A preprocess datasets #3: 34%|███▍ | 518/1527 [00:57<01:48, 9.27ex/s][A[A[A preprocess datasets #0: 34%|███▍ | 519/1528 [00:57<01:33, 10.82ex/s] preprocess datasets #1: 37%|███▋ | 560/1528 [00:57<01:56, 8.34ex/s][A preprocess datasets #4: 35%|███▌ | 535/1527 [00:57<01:44, 9.49ex/s][A[A[A[A preprocess datasets #2: 38%|███▊ | 574/1528 [00:57<01:42, 9.31ex/s][A[A preprocess datasets #1: 37%|███▋ | 562/1528 [00:57<01:37, 9.95ex/s][A preprocess datasets #0: 34%|███▍ | 521/1528 [00:57<01:38, 10.26ex/s] preprocess datasets #2: 38%|███▊ | 575/1528 [00:57<01:44, 9.15ex/s][A[A preprocess datasets #3: 34%|███▍ | 520/1527 [00:57<01:56, 8.65ex/s][A[A[A preprocess datasets #4: 35%|███▌ | 537/1527 [00:57<01:47, 9.25ex/s][A[A[A[A preprocess datasets #3: 34%|███▍ | 521/1527 [00:57<01:54, 8.78ex/s][A[A[A preprocess datasets #2: 38%|███▊ | 577/1528 [00:58<01:32, 10.27ex/s][A[A preprocess datasets #0: 34%|███▍ | 523/1528 [00:58<01:37, 10.33ex/s] preprocess datasets #1: 37%|███▋ | 564/1528 [00:58<01:45, 9.14ex/s][A preprocess datasets #3: 34%|███▍ | 522/1527 [00:58<01:55, 8.68ex/s][A[A[A preprocess datasets #1: 37%|███▋ | 566/1528 [00:58<01:27, 10.99ex/s][A preprocess datasets #4: 35%|███▌ | 539/1527 [00:58<01:43, 9.55ex/s][A[A[A[A preprocess datasets #2: 38%|███▊ | 579/1528 [00:58<01:28, 10.72ex/s][A[A preprocess datasets #0: 34%|███▍ | 525/1528 [00:58<01:36, 10.42ex/s] preprocess datasets #3: 34%|███▍ | 523/1527 [00:58<01:55, 8.67ex/s][A[A[A preprocess datasets #1: 37%|███▋ | 568/1528 [00:58<01:16, 12.49ex/s][A preprocess datasets #4: 35%|███▌ | 540/1527 [00:58<01:59, 8.25ex/s][A[A[A[A preprocess datasets #3: 34%|███▍ | 524/1527 [00:58<01:54, 8.74ex/s][A[A[A preprocess datasets #2: 38%|███▊ | 581/1528 [00:58<01:25, 11.08ex/s][A[A preprocess datasets #0: 34%|███▍ | 527/1528 [00:58<01:29, 11.21ex/s] preprocess datasets #3: 34%|███▍ | 525/1527 [00:58<01:52, 8.94ex/s][A[A[A preprocess datasets #4: 35%|███▌ | 542/1527 [00:58<01:43, 9.51ex/s][A[A[A[A preprocess datasets #1: 37%|███▋ | 570/1528 [00:58<01:26, 11.02ex/s][A preprocess datasets #2: 38%|███▊ | 583/1528 [00:58<01:27, 10.77ex/s][A[A preprocess datasets #0: 35%|███▍ | 529/1528 [00:58<01:35, 10.51ex/s] preprocess datasets #4: 36%|███▌ | 543/1527 [00:58<01:44, 9.43ex/s][A[A[A[A preprocess datasets #3: 35%|███▍ | 527/1527 [00:58<01:39, 10.01ex/s][A[A[A preprocess datasets #1: 37%|███▋ | 572/1528 [00:58<01:23, 11.39ex/s][A preprocess datasets #3: 35%|███▍ | 528/1527 [00:58<01:41, 9.81ex/s][A[A[A preprocess datasets #2: 38%|███▊ | 585/1528 [00:58<01:26, 10.86ex/s][A[A preprocess datasets #0: 35%|███▍ | 531/1528 [00:58<01:32, 10.79ex/s] preprocess datasets #4: 36%|███▌ | 544/1527 [00:58<02:02, 8.00ex/s][A[A[A[A preprocess datasets #1: 38%|███▊ | 574/1528 [00:58<01:25, 11.20ex/s][A preprocess datasets #3: 35%|███▍ | 530/1527 [00:58<01:38, 10.11ex/s][A[A[A preprocess datasets #0: 35%|███▍ | 533/1528 [00:58<01:26, 11.46ex/s] preprocess datasets #4: 36%|███▌ | 546/1527 [00:58<01:49, 8.97ex/s][A[A[A[A preprocess datasets #1: 38%|███▊ | 576/1528 [00:59<01:25, 11.15ex/s][A preprocess datasets #2: 38%|███▊ | 587/1528 [00:59<01:47, 8.78ex/s][A[A preprocess datasets #3: 35%|███▍ | 532/1527 [00:59<01:34, 10.57ex/s][A[A[A preprocess datasets #4: 36%|███▌ | 548/1527 [00:59<01:42, 9.52ex/s][A[A[A[A preprocess datasets #0: 35%|███▌ | 535/1528 [00:59<01:41, 9.81ex/s] preprocess datasets #3: 35%|███▍ | 534/1527 [00:59<01:23, 11.93ex/s][A[A[A preprocess datasets #1: 38%|███▊ | 578/1528 [00:59<01:32, 10.24ex/s][A preprocess datasets #2: 39%|███▊ | 589/1528 [00:59<01:45, 8.93ex/s][A[A preprocess datasets #4: 36%|███▌ | 549/1527 [00:59<01:58, 8.24ex/s][A[A[A[A preprocess datasets #0: 35%|███▌ | 537/1528 [00:59<01:36, 10.28ex/s] preprocess datasets #4: 36%|███▌ | 551/1527 [00:59<01:37, 10.00ex/s][A[A[A[A preprocess datasets #3: 35%|███▌ | 536/1527 [00:59<01:45, 9.39ex/s][A[A[A preprocess datasets #2: 39%|███▊ | 592/1528 [00:59<01:35, 9.76ex/s][A[A preprocess datasets #0: 35%|███▌ | 539/1528 [00:59<01:33, 10.57ex/s] preprocess datasets #1: 38%|███▊ | 580/1528 [00:59<01:50, 8.61ex/s][A preprocess datasets #4: 36%|███▌ | 553/1527 [00:59<01:23, 11.66ex/s][A[A[A[A preprocess datasets #0: 35%|███▌ | 541/1528 [00:59<01:24, 11.62ex/s] preprocess datasets #3: 35%|███▌ | 538/1527 [00:59<01:37, 10.17ex/s][A[A[A preprocess datasets #2: 39%|███▉ | 594/1528 [00:59<01:34, 9.88ex/s][A[A preprocess datasets #1: 38%|███▊ | 582/1528 [00:59<01:42, 9.21ex/s][A preprocess datasets #4: 36%|███▋ | 555/1527 [00:59<01:27, 11.05ex/s][A[A[A[A preprocess datasets #0: 36%|███▌ | 544/1528 [00:59<01:06, 14.75ex/s] preprocess datasets #3: 35%|███▌ | 540/1527 [00:59<01:26, 11.38ex/s][A[A[A preprocess datasets #1: 38%|███▊ | 583/1528 [00:59<01:45, 8.97ex/s][A preprocess datasets #2: 39%|███▉ | 597/1528 [00:59<01:18, 11.82ex/s][A[A preprocess datasets #0: 36%|███▌ | 546/1528 [00:59<01:03, 15.58ex/s] preprocess datasets #4: 36%|███▋ | 557/1527 [00:59<01:25, 11.33ex/s][A[A[A[A preprocess datasets #1: 38%|███▊ | 584/1528 [00:59<01:43, 9.12ex/s][A preprocess datasets #3: 35%|███▌ | 542/1527 [01:00<01:34, 10.45ex/s][A[A[A preprocess datasets #2: 39%|███▉ | 599/1528 [01:00<01:16, 12.11ex/s][A[A preprocess datasets #0: 36%|███▌ | 548/1528 [01:00<01:06, 14.73ex/s] preprocess datasets #1: 38%|███▊ | 585/1528 [01:00<01:42, 9.20ex/s][A preprocess datasets #4: 37%|███▋ | 559/1527 [01:00<01:26, 11.17ex/s][A[A[A[A preprocess datasets #3: 36%|███▌ | 544/1527 [01:00<01:26, 11.37ex/s][A[A[A preprocess datasets #1: 38%|███▊ | 586/1528 [01:00<01:40, 9.38ex/s][A preprocess datasets #2: 39%|███▉ | 601/1528 [01:00<01:14, 12.48ex/s][A[A preprocess datasets #0: 36%|███▌ | 550/1528 [01:00<01:15, 12.89ex/s] preprocess datasets #1: 38%|███▊ | 588/1528 [01:00<01:35, 9.83ex/s][A preprocess datasets #4: 37%|███▋ | 561/1527 [01:00<01:37, 9.95ex/s][A[A[A[A preprocess datasets #0: 36%|███▌ | 552/1528 [01:00<01:13, 13.33ex/s] preprocess datasets #2: 39%|███▉ | 603/1528 [01:00<01:19, 11.68ex/s][A[A preprocess datasets #3: 36%|███▌ | 546/1527 [01:00<01:34, 10.38ex/s][A[A[A preprocess datasets #2: 40%|███▉ | 605/1528 [01:00<01:13, 12.58ex/s][A[A preprocess datasets #1: 39%|███▊ | 590/1528 [01:00<01:31, 10.24ex/s][A preprocess datasets #0: 36%|███▋ | 554/1528 [01:00<01:25, 11.40ex/s] preprocess datasets #4: 37%|███▋ | 563/1527 [01:00<01:45, 9.14ex/s][A[A[A[A preprocess datasets #3: 36%|███▌ | 548/1527 [01:00<01:50, 8.89ex/s][A[A[A preprocess datasets #2: 40%|███▉ | 607/1528 [01:00<01:19, 11.61ex/s][A[A preprocess datasets #4: 37%|███▋ | 564/1527 [01:00<01:44, 9.25ex/s][A[A[A[A preprocess datasets #0: 36%|███▋ | 556/1528 [01:00<01:19, 12.18ex/s] preprocess datasets #1: 39%|███▊ | 592/1528 [01:00<01:36, 9.73ex/s][A preprocess datasets #3: 36%|███▌ | 550/1527 [01:00<01:39, 9.84ex/s][A[A[A preprocess datasets #1: 39%|███▉ | 593/1528 [01:00<01:41, 9.18ex/s][A preprocess datasets #4: 37%|███▋ | 566/1527 [01:00<01:37, 9.82ex/s][A[A[A[A preprocess datasets #0: 37%|███▋ | 558/1528 [01:00<01:21, 11.91ex/s] preprocess datasets #3: 36%|███▌ | 552/1527 [01:00<01:27, 11.13ex/s][A[A[A preprocess datasets #1: 39%|███▉ | 595/1528 [01:01<01:35, 9.76ex/s][A preprocess datasets #0: 37%|███▋ | 560/1528 [01:01<01:22, 11.74ex/s] preprocess datasets #2: 40%|███▉ | 609/1528 [01:01<01:49, 8.39ex/s][A[A preprocess datasets #4: 37%|███▋ | 568/1527 [01:01<01:42, 9.32ex/s][A[A[A[A preprocess datasets #3: 36%|███▋ | 554/1527 [01:01<01:41, 9.61ex/s][A[A[A preprocess datasets #4: 37%|███▋ | 569/1527 [01:01<01:41, 9.42ex/s][A[A[A[A preprocess datasets #1: 39%|███▉ | 597/1528 [01:01<01:32, 10.04ex/s][A preprocess datasets #0: 37%|███▋ | 562/1528 [01:01<01:24, 11.41ex/s] preprocess datasets #2: 40%|███▉ | 611/1528 [01:01<01:42, 8.96ex/s][A[A preprocess datasets #3: 36%|███▋ | 556/1527 [01:01<01:35, 10.20ex/s][A[A[A preprocess datasets #4: 37%|███▋ | 571/1527 [01:01<01:34, 10.16ex/s][A[A[A[A preprocess datasets #1: 39%|███▉ | 599/1528 [01:01<01:28, 10.45ex/s][A preprocess datasets #2: 40%|████ | 613/1528 [01:01<01:45, 8.70ex/s][A[A preprocess datasets #0: 37%|███▋ | 564/1528 [01:01<01:36, 9.96ex/s] preprocess datasets #3: 37%|███▋ | 558/1527 [01:01<01:29, 10.78ex/s][A[A[A preprocess datasets #1: 39%|███▉ | 601/1528 [01:01<01:22, 11.17ex/s][A preprocess datasets #0: 37%|███▋ | 566/1528 [01:01<01:25, 11.25ex/s] preprocess datasets #4: 38%|███▊ | 573/1527 [01:01<01:47, 8.89ex/s][A[A[A[A preprocess datasets #2: 40%|████ | 615/1528 [01:01<01:38, 9.22ex/s][A[A preprocess datasets #3: 37%|███▋ | 560/1527 [01:01<01:26, 11.14ex/s][A[A[A preprocess datasets #1: 39%|███▉ | 603/1528 [01:01<01:25, 10.80ex/s][A preprocess datasets #4: 38%|███▊ | 574/1527 [01:01<01:52, 8.51ex/s][A[A[A[A preprocess datasets #0: 37%|███▋ | 568/1528 [01:01<01:26, 11.10ex/s] preprocess datasets #2: 40%|████ | 617/1528 [01:01<01:34, 9.68ex/s][A[A preprocess datasets #3: 37%|███▋ | 562/1527 [01:01<01:28, 10.85ex/s][A[A[A preprocess datasets #1: 40%|███▉ | 605/1528 [01:01<01:19, 11.64ex/s][A preprocess datasets #4: 38%|███▊ | 575/1527 [01:01<01:48, 8.79ex/s][A[A[A[A preprocess datasets #4: 38%|███▊ | 576/1527 [01:02<01:45, 9.03ex/s][A[A[A[A preprocess datasets #0: 37%|███▋ | 570/1528 [01:02<01:26, 11.02ex/s] preprocess datasets #2: 41%|████ | 619/1528 [01:02<01:26, 10.45ex/s][A[A preprocess datasets #3: 37%|███▋ | 564/1527 [01:02<01:22, 11.64ex/s][A[A[A preprocess datasets #1: 40%|███▉ | 607/1528 [01:02<01:23, 11.01ex/s][A preprocess datasets #4: 38%|███▊ | 578/1527 [01:02<01:39, 9.54ex/s][A[A[A[A preprocess datasets #2: 41%|████ | 621/1528 [01:02<01:24, 10.76ex/s][A[A preprocess datasets #3: 37%|███▋ | 566/1527 [01:02<01:22, 11.67ex/s][A[A[A preprocess datasets #0: 37%|███▋ | 572/1528 [01:02<01:29, 10.64ex/s] preprocess datasets #1: 40%|███▉ | 609/1528 [01:02<01:13, 12.45ex/s][A preprocess datasets #1: 40%|███▉ | 611/1528 [01:02<01:11, 12.89ex/s][A preprocess datasets #4: 38%|███▊ | 579/1527 [01:02<01:56, 8.11ex/s][A[A[A[A preprocess datasets #2: 41%|████ | 623/1528 [01:02<01:25, 10.64ex/s][A[A preprocess datasets #0: 38%|███▊ | 574/1528 [01:02<01:30, 10.59ex/s] preprocess datasets #3: 37%|███▋ | 568/1527 [01:02<01:28, 10.80ex/s][A[A[A preprocess datasets #4: 38%|███▊ | 580/1527 [01:02<01:52, 8.44ex/s][A[A[A[A preprocess datasets #2: 41%|████ | 625/1528 [01:02<01:18, 11.53ex/s][A[A preprocess datasets #1: 40%|████ | 613/1528 [01:02<01:14, 12.33ex/s][A preprocess datasets #0: 38%|███▊ | 576/1528 [01:02<01:31, 10.40ex/s] preprocess datasets #2: 41%|████ | 627/1528 [01:02<01:13, 12.30ex/s][A[A preprocess datasets #4: 38%|███▊ | 582/1527 [01:02<01:43, 9.12ex/s][A[A[A[A preprocess datasets #3: 37%|███▋ | 570/1527 [01:02<01:40, 9.52ex/s][A[A[A preprocess datasets #1: 40%|████ | 615/1528 [01:02<01:19, 11.51ex/s][A preprocess datasets #2: 41%|████ | 629/1528 [01:02<01:12, 12.32ex/s][A[A preprocess datasets #3: 37%|███▋ | 572/1527 [01:02<01:31, 10.48ex/s][A[A[A preprocess datasets #4: 38%|███▊ | 583/1527 [01:02<01:54, 8.23ex/s][A[A[A[A preprocess datasets #0: 38%|███▊ | 578/1528 [01:02<01:43, 9.14ex/s] preprocess datasets #1: 40%|████ | 617/1528 [01:02<01:21, 11.23ex/s][A preprocess datasets #2: 41%|████▏ | 631/1528 [01:03<01:13, 12.14ex/s][A[A preprocess datasets #0: 38%|███▊ | 580/1528 [01:03<01:37, 9.76ex/s] preprocess datasets #4: 38%|███▊ | 585/1527 [01:03<01:50, 8.49ex/s][A[A[A[A preprocess datasets #3: 38%|███▊ | 574/1527 [01:03<01:43, 9.21ex/s][A[A[A preprocess datasets #1: 41%|████ | 619/1528 [01:03<01:26, 10.49ex/s][A preprocess datasets #4: 38%|███▊ | 586/1527 [01:03<01:54, 8.19ex/s][A[A[A[A preprocess datasets #2: 41%|████▏ | 633/1528 [01:03<01:19, 11.20ex/s][A[A preprocess datasets #0: 38%|███▊ | 583/1528 [01:03<01:19, 11.95ex/s] preprocess datasets #3: 38%|███▊ | 575/1527 [01:03<01:52, 8.46ex/s][A[A[A preprocess datasets #4: 38%|███▊ | 587/1527 [01:03<01:52, 8.38ex/s][A[A[A[A preprocess datasets #1: 41%|████ | 621/1528 [01:03<01:27, 10.42ex/s][A preprocess datasets #2: 42%|████▏ | 635/1528 [01:03<01:16, 11.72ex/s][A[A preprocess datasets #3: 38%|███▊ | 577/1527 [01:03<01:31, 10.34ex/s][A[A[A preprocess datasets #0: 38%|███▊ | 585/1528 [01:03<01:21, 11.52ex/s] preprocess datasets #4: 39%|███▊ | 588/1527 [01:03<01:54, 8.18ex/s][A[A[A[A preprocess datasets #2: 42%|████▏ | 637/1528 [01:03<01:09, 12.82ex/s][A[A preprocess datasets #4: 39%|███▊ | 589/1527 [01:03<01:49, 8.53ex/s][A[A[A[A preprocess datasets #0: 38%|███▊ | 587/1528 [01:03<01:20, 11.63ex/s] preprocess datasets #3: 38%|███▊ | 579/1527 [01:03<01:35, 9.91ex/s][A[A[A preprocess datasets #1: 41%|████ | 623/1528 [01:03<01:38, 9.20ex/s][A preprocess datasets #4: 39%|███▊ | 591/1527 [01:03<01:33, 10.04ex/s][A[A[A[A preprocess datasets #2: 42%|████▏ | 639/1528 [01:03<01:17, 11.50ex/s][A[A preprocess datasets #0: 39%|███▊ | 589/1528 [01:03<01:23, 11.23ex/s] preprocess datasets #3: 38%|███▊ | 581/1527 [01:03<01:32, 10.28ex/s][A[A[A preprocess datasets #4: 39%|███▉ | 592/1527 [01:03<01:34, 9.89ex/s][A[A[A[A preprocess datasets #1: 41%|████ | 625/1528 [01:03<01:35, 9.45ex/s][A preprocess datasets #2: 42%|████▏ | 641/1528 [01:03<01:13, 12.01ex/s][A[A preprocess datasets #0: 39%|███▊ | 591/1528 [01:04<01:34, 9.92ex/s] preprocess datasets #4: 39%|███▉ | 594/1527 [01:04<01:38, 9.45ex/s][A[A[A[A preprocess datasets #1: 41%|████ | 627/1528 [01:04<01:36, 9.32ex/s][A preprocess datasets #2: 42%|████▏ | 643/1528 [01:04<01:16, 11.51ex/s][A[A preprocess datasets #3: 38%|███▊ | 583/1527 [01:04<01:58, 7.99ex/s][A[A[A preprocess datasets #1: 41%|████ | 629/1528 [01:04<01:28, 10.17ex/s][A preprocess datasets #4: 39%|███▉ | 596/1527 [01:04<01:32, 10.05ex/s][A[A[A[A preprocess datasets #2: 42%|████▏ | 645/1528 [01:04<01:18, 11.29ex/s][A[A preprocess datasets #3: 38%|███▊ | 584/1527 [01:04<01:54, 8.22ex/s][A[A[A preprocess datasets #3: 38%|███▊ | 585/1527 [01:04<02:01, 7.76ex/s][A[A[A preprocess datasets #1: 41%|████▏ | 631/1528 [01:04<01:33, 9.57ex/s][A preprocess datasets #2: 42%|████▏ | 647/1528 [01:04<01:20, 10.89ex/s][A[A preprocess datasets #4: 39%|███▉ | 598/1527 [01:04<01:41, 9.13ex/s][A[A[A[A preprocess datasets #0: 39%|███▉ | 593/1528 [01:04<02:12, 7.06ex/s] preprocess datasets #3: 38%|███▊ | 586/1527 [01:04<01:55, 8.14ex/s][A[A[A preprocess datasets #4: 39%|███▉ | 599/1527 [01:04<01:40, 9.23ex/s][A[A[A[A preprocess datasets #1: 41%|████▏ | 632/1528 [01:04<01:40, 8.88ex/s][A preprocess datasets #0: 39%|███▉ | 594/1528 [01:04<02:06, 7.39ex/s] preprocess datasets #3: 38%|███▊ | 587/1527 [01:04<01:52, 8.34ex/s][A[A[A preprocess datasets #1: 41%|████▏ | 633/1528 [01:04<01:38, 9.08ex/s][A preprocess datasets #2: 42%|████▏ | 649/1528 [01:04<01:36, 9.08ex/s][A[A preprocess datasets #4: 39%|███▉ | 601/1527 [01:04<01:33, 9.87ex/s][A[A[A[A preprocess datasets #3: 39%|███▊ | 589/1527 [01:04<01:34, 9.95ex/s][A[A[A preprocess datasets #0: 39%|███▉ | 595/1528 [01:04<02:17, 6.79ex/s] preprocess datasets #2: 43%|████▎ | 651/1528 [01:04<01:25, 10.24ex/s][A[A preprocess datasets #1: 41%|████▏ | 634/1528 [01:04<01:59, 7.51ex/s][A preprocess datasets #4: 39%|███▉ | 603/1527 [01:04<01:30, 10.24ex/s][A[A[A[A preprocess datasets #0: 39%|███▉ | 597/1528 [01:05<01:54, 8.13ex/s] preprocess datasets #3: 39%|███▊ | 591/1527 [01:05<01:36, 9.72ex/s][A[A[A preprocess datasets #2: 43%|████▎ | 653/1528 [01:05<01:17, 11.28ex/s][A[A preprocess datasets #4: 40%|███▉ | 605/1527 [01:05<01:27, 10.51ex/s][A[A[A[A preprocess datasets #1: 42%|████▏ | 636/1528 [01:05<01:52, 7.94ex/s][A preprocess datasets #0: 39%|███▉ | 599/1528 [01:05<01:41, 9.15ex/s] preprocess datasets #2: 43%|████▎ | 655/1528 [01:05<01:12, 12.05ex/s][A[A preprocess datasets #3: 39%|███▉ | 593/1527 [01:05<01:31, 10.20ex/s][A[A[A preprocess datasets #3: 39%|███▉ | 595/1527 [01:05<01:18, 11.91ex/s][A[A[A preprocess datasets #2: 43%|████▎ | 657/1528 [01:05<01:10, 12.42ex/s][A[A preprocess datasets #4: 40%|███▉ | 607/1527 [01:05<01:29, 10.28ex/s][A[A[A[A preprocess datasets #0: 39%|███▉ | 601/1528 [01:05<01:35, 9.74ex/s] preprocess datasets #1: 42%|████▏ | 638/1528 [01:05<01:42, 8.66ex/s][A preprocess datasets #2: 43%|████▎ | 659/1528 [01:05<01:04, 13.44ex/s][A[A preprocess datasets #1: 42%|████▏ | 639/1528 [01:05<01:40, 8.86ex/s][A preprocess datasets #4: 40%|███▉ | 609/1527 [01:05<01:35, 9.65ex/s][A[A[A[A preprocess datasets #0: 39%|███▉ | 603/1528 [01:05<01:39, 9.30ex/s] preprocess datasets #3: 39%|███▉ | 597/1527 [01:05<01:33, 9.93ex/s][A[A[A preprocess datasets #2: 43%|████▎ | 661/1528 [01:05<01:12, 11.93ex/s][A[A preprocess datasets #1: 42%|████▏ | 642/1528 [01:05<01:24, 10.46ex/s][A preprocess datasets #0: 40%|███▉ | 604/1528 [01:05<01:40, 9.24ex/s] preprocess datasets #4: 40%|████ | 611/1527 [01:05<01:34, 9.65ex/s][A[A[A[A preprocess datasets #0: 40%|███▉ | 606/1528 [01:05<01:23, 11.09ex/s] preprocess datasets #2: 43%|████▎ | 663/1528 [01:05<01:14, 11.67ex/s][A[A preprocess datasets #3: 39%|███▉ | 599/1527 [01:05<01:45, 8.81ex/s][A[A[A preprocess datasets #4: 40%|████ | 612/1527 [01:05<01:37, 9.43ex/s][A[A[A[A preprocess datasets #1: 42%|████▏ | 644/1528 [01:06<01:42, 8.65ex/s][A preprocess datasets #0: 40%|███▉ | 608/1528 [01:06<01:26, 10.59ex/s] preprocess datasets #2: 44%|████▎ | 665/1528 [01:06<01:22, 10.51ex/s][A[A preprocess datasets #3: 39%|███▉ | 601/1527 [01:06<01:41, 9.10ex/s][A[A[A preprocess datasets #4: 40%|████ | 614/1527 [01:06<01:36, 9.47ex/s][A[A[A[A preprocess datasets #1: 42%|████▏ | 645/1528 [01:06<01:54, 7.71ex/s][A preprocess datasets #3: 39%|███▉ | 602/1527 [01:06<01:47, 8.63ex/s][A[A[A preprocess datasets #0: 40%|███▉ | 610/1528 [01:06<01:32, 9.97ex/s] preprocess datasets #2: 44%|████▎ | 667/1528 [01:06<01:18, 10.98ex/s][A[A preprocess datasets #1: 42%|████▏ | 647/1528 [01:06<01:39, 8.89ex/s][A preprocess datasets #4: 40%|████ | 616/1527 [01:06<01:44, 8.70ex/s][A[A[A[A preprocess datasets #0: 40%|████ | 612/1528 [01:06<01:25, 10.68ex/s] preprocess datasets #2: 44%|████▍ | 669/1528 [01:06<01:16, 11.18ex/s][A[A preprocess datasets #1: 42%|████▏ | 649/1528 [01:06<01:23, 10.54ex/s][A preprocess datasets #3: 40%|███▉ | 604/1527 [01:06<01:50, 8.38ex/s][A[A[A preprocess datasets #2: 44%|████▍ | 671/1528 [01:06<01:11, 11.91ex/s][A[A preprocess datasets #4: 40%|████ | 618/1527 [01:06<01:37, 9.34ex/s][A[A[A[A preprocess datasets #0: 40%|████ | 614/1528 [01:06<01:34, 9.65ex/s] preprocess datasets #3: 40%|███▉ | 606/1527 [01:06<01:43, 8.94ex/s][A[A[A preprocess datasets #1: 43%|████▎ | 651/1528 [01:06<01:30, 9.65ex/s][A preprocess datasets #4: 41%|████ | 620/1527 [01:06<01:30, 10.04ex/s][A[A[A[A preprocess datasets #2: 44%|████▍ | 673/1528 [01:06<01:15, 11.27ex/s][A[A preprocess datasets #3: 40%|███▉ | 607/1527 [01:06<01:42, 8.97ex/s][A[A[A preprocess datasets #0: 40%|████ | 616/1528 [01:06<01:38, 9.25ex/s] preprocess datasets #2: 44%|████▍ | 675/1528 [01:06<01:10, 12.07ex/s][A[A preprocess datasets #3: 40%|███▉ | 608/1527 [01:06<01:44, 8.77ex/s][A[A[A preprocess datasets #1: 43%|████▎ | 653/1528 [01:06<01:30, 9.72ex/s][A preprocess datasets #0: 40%|████ | 618/1528 [01:07<01:25, 10.69ex/s] preprocess datasets #4: 41%|████ | 622/1527 [01:07<01:46, 8.53ex/s][A[A[A[A preprocess datasets #2: 44%|████▍ | 677/1528 [01:07<01:11, 11.87ex/s][A[A preprocess datasets #3: 40%|███▉ | 610/1527 [01:07<01:37, 9.38ex/s][A[A[A preprocess datasets #1: 43%|████▎ | 655/1528 [01:07<01:27, 10.03ex/s][A preprocess datasets #4: 41%|████ | 624/1527 [01:07<01:27, 10.29ex/s][A[A[A[A preprocess datasets #0: 41%|████ | 620/1528 [01:07<01:21, 11.07ex/s] preprocess datasets #3: 40%|████ | 612/1527 [01:07<01:35, 9.61ex/s][A[A[A preprocess datasets #0: 41%|████ | 622/1528 [01:07<01:14, 12.11ex/s] preprocess datasets #2: 44%|████▍ | 679/1528 [01:07<01:25, 9.95ex/s][A[A preprocess datasets #4: 41%|████ | 626/1527 [01:07<01:30, 9.98ex/s][A[A[A[A preprocess datasets #1: 43%|████▎ | 657/1528 [01:07<01:37, 8.92ex/s][A preprocess datasets #3: 40%|████ | 613/1527 [01:07<01:41, 9.00ex/s][A[A[A preprocess datasets #0: 41%|████ | 624/1528 [01:07<01:12, 12.42ex/s] preprocess datasets #4: 41%|████ | 628/1527 [01:07<01:16, 11.75ex/s][A[A[A[A preprocess datasets #1: 43%|████▎ | 658/1528 [01:07<01:43, 8.44ex/s][A preprocess datasets #3: 40%|████ | 614/1527 [01:07<01:52, 8.13ex/s][A[A[A preprocess datasets #2: 45%|████▍ | 681/1528 [01:07<01:33, 9.06ex/s][A[A preprocess datasets #1: 43%|████▎ | 659/1528 [01:07<01:40, 8.64ex/s][A preprocess datasets #4: 41%|████▏ | 630/1527 [01:07<01:22, 10.91ex/s][A[A[A[A preprocess datasets #0: 41%|████ | 626/1528 [01:07<01:24, 10.68ex/s] preprocess datasets #2: 45%|████▍ | 682/1528 [01:07<01:34, 8.99ex/s][A[A preprocess datasets #1: 43%|████▎ | 661/1528 [01:07<01:31, 9.49ex/s][A preprocess datasets #3: 40%|████ | 616/1527 [01:07<01:51, 8.20ex/s][A[A[A preprocess datasets #2: 45%|████▍ | 683/1528 [01:07<01:37, 8.70ex/s][A[A preprocess datasets #0: 41%|████ | 628/1528 [01:07<01:21, 11.09ex/s] preprocess datasets #4: 41%|████▏ | 632/1527 [01:07<01:30, 9.89ex/s][A[A[A[A preprocess datasets #1: 43%|████▎ | 663/1528 [01:07<01:19, 10.88ex/s][A preprocess datasets #2: 45%|████▍ | 684/1528 [01:08<01:39, 8.46ex/s][A[A preprocess datasets #3: 40%|████ | 618/1527 [01:07<01:36, 9.43ex/s][A[A[A preprocess datasets #0: 41%|████ | 630/1528 [01:08<01:26, 10.34ex/s] preprocess datasets #3: 41%|████ | 619/1527 [01:08<01:35, 9.46ex/s][A[A[A preprocess datasets #1: 44%|████▎ | 665/1528 [01:08<01:16, 11.35ex/s][A preprocess datasets #4: 42%|████▏ | 634/1527 [01:08<01:31, 9.78ex/s][A[A[A[A preprocess datasets #2: 45%|████▍ | 686/1528 [01:08<01:31, 9.23ex/s][A[A preprocess datasets #2: 45%|████▌ | 688/1528 [01:08<01:13, 11.40ex/s][A[A preprocess datasets #3: 41%|████ | 621/1527 [01:08<01:33, 9.64ex/s][A[A[A preprocess datasets #4: 42%|████▏ | 636/1527 [01:08<01:27, 10.20ex/s][A[A[A[A preprocess datasets #0: 41%|████▏ | 632/1528 [01:08<01:34, 9.44ex/s] preprocess datasets #1: 44%|████▎ | 667/1528 [01:08<01:26, 9.98ex/s][A preprocess datasets #3: 41%|████ | 622/1527 [01:08<01:33, 9.66ex/s][A[A[A preprocess datasets #2: 45%|████▌ | 690/1528 [01:08<01:12, 11.51ex/s][A[A preprocess datasets #0: 41%|████▏ | 634/1528 [01:08<01:24, 10.54ex/s] preprocess datasets #4: 42%|████▏ | 638/1527 [01:08<01:31, 9.68ex/s][A[A[A[A preprocess datasets #3: 41%|████ | 623/1527 [01:08<01:44, 8.66ex/s][A[A[A preprocess datasets #1: 44%|████▍ | 669/1528 [01:08<01:28, 9.75ex/s][A preprocess datasets #2: 45%|████▌ | 692/1528 [01:08<01:17, 10.85ex/s][A[A preprocess datasets #3: 41%|████ | 625/1527 [01:08<01:22, 10.92ex/s][A[A[A preprocess datasets #4: 42%|████▏ | 640/1527 [01:08<01:25, 10.43ex/s][A[A[A[A preprocess datasets #0: 42%|████▏ | 636/1528 [01:08<01:28, 10.05ex/s] preprocess datasets #1: 44%|████▍ | 671/1528 [01:08<01:21, 10.47ex/s][A preprocess datasets #3: 41%|████ | 627/1527 [01:08<01:17, 11.54ex/s][A[A[A preprocess datasets #4: 42%|████▏ | 642/1527 [01:08<01:21, 10.84ex/s][A[A[A[A preprocess datasets #2: 45%|████▌ | 694/1528 [01:08<01:21, 10.29ex/s][A[A preprocess datasets #1: 44%|████▍ | 673/1528 [01:08<01:16, 11.21ex/s][A preprocess datasets #3: 41%|████ | 629/1527 [01:08<01:12, 12.46ex/s][A[A[A preprocess datasets #0: 42%|████▏ | 638/1528 [01:09<01:42, 8.70ex/s] preprocess datasets #2: 46%|████▌ | 696/1528 [01:09<01:14, 11.23ex/s][A[A preprocess datasets #1: 44%|████▍ | 675/1528 [01:09<01:16, 11.13ex/s][A preprocess datasets #4: 42%|████▏ | 644/1527 [01:09<01:26, 10.22ex/s][A[A[A[A preprocess datasets #0: 42%|████▏ | 639/1528 [01:09<01:40, 8.81ex/s] preprocess datasets #2: 46%|████▌ | 698/1528 [01:09<01:07, 12.34ex/s][A[A preprocess datasets #3: 41%|████▏ | 631/1527 [01:09<01:16, 11.76ex/s][A[A[A preprocess datasets #0: 42%|████▏ | 642/1528 [01:09<01:11, 12.33ex/s] preprocess datasets #2: 46%|████▌ | 700/1528 [01:09<01:01, 13.57ex/s][A[A preprocess datasets #1: 44%|████▍ | 677/1528 [01:09<01:18, 10.89ex/s][A preprocess datasets #4: 42%|████▏ | 646/1527 [01:09<01:34, 9.32ex/s][A[A[A[A preprocess datasets #3: 41%|████▏ | 633/1527 [01:09<01:23, 10.71ex/s][A[A[A preprocess datasets #1: 44%|████▍ | 679/1528 [01:09<01:09, 12.13ex/s][A preprocess datasets #2: 46%|████▌ | 702/1528 [01:09<01:01, 13.39ex/s][A[A preprocess datasets #0: 42%|████▏ | 644/1528 [01:09<01:14, 11.85ex/s] preprocess datasets #1: 45%|████▍ | 681/1528 [01:09<01:02, 13.54ex/s][A preprocess datasets #4: 43%|████▎ | 649/1527 [01:09<01:18, 11.15ex/s][A[A[A[A preprocess datasets #2: 46%|████▌ | 704/1528 [01:09<01:02, 13.25ex/s][A[A preprocess datasets #3: 42%|████▏ | 635/1527 [01:09<01:25, 10.48ex/s][A[A[A preprocess datasets #0: 42%|████▏ | 646/1528 [01:09<01:13, 12.02ex/s] preprocess datasets #1: 45%|████▍ | 683/1528 [01:09<01:04, 13.17ex/s][A preprocess datasets #2: 46%|████▌ | 706/1528 [01:09<01:02, 13.23ex/s][A[A preprocess datasets #4: 43%|████▎ | 651/1527 [01:09<01:20, 10.89ex/s][A[A[A[A preprocess datasets #3: 42%|████▏ | 637/1527 [01:09<01:22, 10.78ex/s][A[A[A preprocess datasets #2: 46%|████▋ | 708/1528 [01:09<00:59, 13.89ex/s][A[A preprocess datasets #1: 45%|████▍ | 685/1528 [01:09<01:08, 12.27ex/s][A preprocess datasets #0: 42%|████▏ | 648/1528 [01:09<01:26, 10.23ex/s] preprocess datasets #3: 42%|████▏ | 639/1527 [01:09<01:21, 10.87ex/s][A[A[A preprocess datasets #2: 46%|████▋ | 710/1528 [01:09<00:55, 14.66ex/s][A[A preprocess datasets #4: 43%|████▎ | 653/1527 [01:09<01:26, 10.14ex/s][A[A[A[A preprocess datasets #0: 43%|████▎ | 650/1528 [01:10<01:24, 10.39ex/s] preprocess datasets #1: 45%|████▍ | 687/1528 [01:10<01:13, 11.42ex/s][A preprocess datasets #3: 42%|████▏ | 641/1527 [01:10<01:23, 10.67ex/s][A[A[A preprocess datasets #2: 47%|████▋ | 712/1528 [01:10<01:01, 13.19ex/s][A[A preprocess datasets #4: 43%|████▎ | 655/1527 [01:10<01:28, 9.84ex/s][A[A[A[A preprocess datasets #1: 45%|████▌ | 689/1528 [01:10<01:19, 10.61ex/s][A preprocess datasets #3: 42%|████▏ | 643/1527 [01:10<01:20, 11.02ex/s][A[A[A preprocess datasets #0: 43%|████▎ | 653/1528 [01:10<01:23, 10.45ex/s] preprocess datasets #2: 47%|████▋ | 714/1528 [01:10<01:05, 12.36ex/s][A[A preprocess datasets #4: 43%|████▎ | 657/1527 [01:10<01:26, 10.03ex/s][A[A[A[A preprocess datasets #3: 42%|████▏ | 645/1527 [01:10<01:13, 11.94ex/s][A[A[A preprocess datasets #1: 45%|████▌ | 692/1528 [01:10<01:07, 12.31ex/s][A preprocess datasets #2: 47%|████▋ | 716/1528 [01:10<01:05, 12.34ex/s][A[A preprocess datasets #4: 43%|████▎ | 659/1527 [01:10<01:30, 9.55ex/s][A[A[A[A preprocess datasets #3: 42%|████▏ | 647/1527 [01:10<01:18, 11.23ex/s][A[A[A preprocess datasets #1: 45%|████▌ | 694/1528 [01:10<01:15, 11.09ex/s][A preprocess datasets #0: 43%|████▎ | 655/1528 [01:10<01:43, 8.41ex/s] preprocess datasets #3: 43%|████▎ | 649/1527 [01:10<01:08, 12.83ex/s][A[A[A preprocess datasets #2: 47%|████▋ | 718/1528 [01:10<01:19, 10.19ex/s][A[A preprocess datasets #4: 43%|████▎ | 661/1527 [01:10<01:25, 10.15ex/s][A[A[A[A preprocess datasets #1: 46%|████▌ | 696/1528 [01:10<01:12, 11.45ex/s][A preprocess datasets #0: 43%|████▎ | 657/1528 [01:10<01:41, 8.56ex/s] preprocess datasets #4: 43%|████▎ | 663/1527 [01:10<01:15, 11.37ex/s][A[A[A[A preprocess datasets #3: 43%|████▎ | 651/1527 [01:10<01:15, 11.57ex/s][A[A[A preprocess datasets #0: 43%|████▎ | 659/1528 [01:11<01:31, 9.49ex/s] preprocess datasets #1: 46%|████▌ | 698/1528 [01:11<01:21, 10.14ex/s][A preprocess datasets #4: 44%|████▎ | 665/1527 [01:11<01:22, 10.46ex/s][A[A[A[A preprocess datasets #2: 47%|████▋ | 720/1528 [01:11<01:42, 7.86ex/s][A[A preprocess datasets #3: 43%|████▎ | 653/1527 [01:11<01:25, 10.27ex/s][A[A[A preprocess datasets #0: 43%|████▎ | 661/1528 [01:11<01:34, 9.14ex/s] preprocess datasets #1: 46%|████▌ | 700/1528 [01:11<01:23, 9.88ex/s][A preprocess datasets #4: 44%|████▎ | 667/1527 [01:11<01:21, 10.52ex/s][A[A[A[A preprocess datasets #2: 47%|████▋ | 722/1528 [01:11<01:30, 8.90ex/s][A[A preprocess datasets #3: 43%|████▎ | 655/1527 [01:11<01:26, 10.03ex/s][A[A[A preprocess datasets #0: 43%|████▎ | 662/1528 [01:11<01:44, 8.27ex/s] preprocess datasets #4: 44%|████▍ | 669/1527 [01:11<01:23, 10.29ex/s][A[A[A[A preprocess datasets #1: 46%|████▌ | 702/1528 [01:11<01:31, 9.02ex/s][A preprocess datasets #3: 43%|████▎ | 657/1527 [01:11<01:23, 10.38ex/s][A[A[A preprocess datasets #0: 43%|████▎ | 664/1528 [01:11<01:28, 9.75ex/s] preprocess datasets #2: 47%|████▋ | 724/1528 [01:11<01:37, 8.23ex/s][A[A preprocess datasets #1: 46%|████▌ | 703/1528 [01:11<01:30, 9.13ex/s][A preprocess datasets #0: 44%|████▎ | 666/1528 [01:11<01:22, 10.51ex/s] preprocess datasets #4: 44%|████▍ | 671/1527 [01:11<01:29, 9.57ex/s][A[A[A[A preprocess datasets #2: 48%|████▊ | 726/1528 [01:11<01:31, 8.74ex/s][A[A preprocess datasets #3: 43%|████▎ | 660/1527 [01:11<01:21, 10.65ex/s][A[A[A preprocess datasets #2: 48%|████▊ | 727/1528 [01:11<01:30, 8.83ex/s][A[A preprocess datasets #1: 46%|████▌ | 705/1528 [01:11<01:34, 8.67ex/s][A preprocess datasets #4: 44%|████▍ | 673/1527 [01:11<01:27, 9.71ex/s][A[A[A[A preprocess datasets #0: 44%|████▎ | 668/1528 [01:12<01:26, 9.90ex/s] preprocess datasets #2: 48%|████▊ | 729/1528 [01:12<01:20, 9.90ex/s][A[A preprocess datasets #4: 44%|████▍ | 674/1527 [01:12<01:31, 9.34ex/s][A[A[A[A preprocess datasets #3: 43%|████▎ | 662/1527 [01:12<01:28, 9.80ex/s][A[A[A preprocess datasets #1: 46%|████▋ | 707/1528 [01:12<01:25, 9.55ex/s][A preprocess datasets #0: 44%|████▍ | 670/1528 [01:12<01:17, 11.14ex/s] preprocess datasets #4: 44%|████▍ | 675/1527 [01:12<01:33, 9.08ex/s][A[A[A[A preprocess datasets #2: 48%|████▊ | 731/1528 [01:12<01:19, 10.09ex/s][A[A preprocess datasets #1: 46%|████▋ | 709/1528 [01:12<01:18, 10.40ex/s][A preprocess datasets #0: 44%|████▍ | 672/1528 [01:12<01:12, 11.76ex/s] preprocess datasets #4: 44%|████▍ | 676/1527 [01:12<01:36, 8.78ex/s][A[A[A[A preprocess datasets #3: 43%|████▎ | 664/1527 [01:12<01:35, 9.04ex/s][A[A[A preprocess datasets #2: 48%|████▊ | 733/1528 [01:12<01:15, 10.49ex/s][A[A preprocess datasets #1: 47%|████▋ | 711/1528 [01:12<01:16, 10.70ex/s][A preprocess datasets #4: 44%|████▍ | 677/1527 [01:12<01:43, 8.23ex/s][A[A[A[A preprocess datasets #0: 44%|████▍ | 674/1528 [01:12<01:21, 10.50ex/s] preprocess datasets #3: 44%|████▎ | 665/1527 [01:12<01:42, 8.39ex/s][A[A[A preprocess datasets #1: 47%|████▋ | 713/1528 [01:12<01:11, 11.37ex/s][A preprocess datasets #4: 44%|████▍ | 678/1527 [01:12<01:43, 8.24ex/s][A[A[A[A preprocess datasets #2: 48%|████▊ | 735/1528 [01:12<01:17, 10.22ex/s][A[A preprocess datasets #3: 44%|████▎ | 666/1527 [01:12<01:43, 8.32ex/s][A[A[A preprocess datasets #0: 44%|████▍ | 676/1528 [01:12<01:19, 10.76ex/s] preprocess datasets #1: 47%|████▋ | 715/1528 [01:12<01:06, 12.20ex/s][A preprocess datasets #4: 45%|████▍ | 680/1527 [01:12<01:22, 10.25ex/s][A[A[A[A preprocess datasets #3: 44%|████▎ | 667/1527 [01:12<01:40, 8.57ex/s][A[A[A preprocess datasets #2: 48%|████▊ | 737/1528 [01:12<01:10, 11.23ex/s][A[A preprocess datasets #3: 44%|████▎ | 668/1527 [01:12<01:37, 8.82ex/s][A[A[A preprocess datasets #4: 45%|████▍ | 682/1527 [01:12<01:19, 10.58ex/s][A[A[A[A preprocess datasets #1: 47%|████▋ | 717/1528 [01:12<01:11, 11.35ex/s][A preprocess datasets #0: 44%|████▍ | 678/1528 [01:12<01:27, 9.71ex/s] preprocess datasets #3: 44%|████▍ | 669/1527 [01:12<01:40, 8.57ex/s][A[A[A preprocess datasets #2: 48%|████▊ | 739/1528 [01:13<01:15, 10.44ex/s][A[A preprocess datasets #0: 45%|████▍ | 680/1528 [01:13<01:23, 10.11ex/s] preprocess datasets #4: 45%|████▍ | 684/1527 [01:13<01:25, 9.88ex/s][A[A[A[A preprocess datasets #2: 48%|████▊ | 741/1528 [01:13<01:12, 10.84ex/s][A[A preprocess datasets #1: 47%|████▋ | 719/1528 [01:13<01:21, 9.98ex/s][A preprocess datasets #3: 44%|████▍ | 671/1527 [01:13<01:35, 8.95ex/s][A[A[A preprocess datasets #0: 45%|████▍ | 682/1528 [01:13<01:27, 9.68ex/s] preprocess datasets #2: 49%|████▊ | 743/1528 [01:13<01:17, 10.09ex/s][A[A preprocess datasets #4: 45%|████▍ | 686/1527 [01:13<01:33, 8.98ex/s][A[A[A[A preprocess datasets #1: 47%|████▋ | 721/1528 [01:13<01:29, 9.00ex/s][A preprocess datasets #3: 44%|████▍ | 673/1527 [01:13<01:43, 8.29ex/s][A[A[A preprocess datasets #1: 47%|████▋ | 722/1528 [01:13<01:28, 9.11ex/s][A preprocess datasets #0: 45%|████▍ | 684/1528 [01:13<01:31, 9.18ex/s] preprocess datasets #2: 49%|████▉ | 745/1528 [01:13<01:16, 10.25ex/s][A[A preprocess datasets #3: 44%|████▍ | 676/1527 [01:13<01:13, 11.62ex/s][A[A[A preprocess datasets #4: 45%|████▌ | 688/1527 [01:13<01:31, 9.16ex/s][A[A[A[A preprocess datasets #1: 47%|████▋ | 723/1528 [01:13<01:28, 9.13ex/s][A preprocess datasets #0: 45%|████▍ | 685/1528 [01:13<01:33, 8.98ex/s] preprocess datasets #4: 45%|████▌ | 689/1527 [01:13<01:31, 9.20ex/s][A[A[A[A preprocess datasets #2: 49%|████▉ | 747/1528 [01:13<01:14, 10.44ex/s][A[A preprocess datasets #1: 47%|████▋ | 725/1528 [01:13<01:21, 9.84ex/s][A preprocess datasets #0: 45%|████▍ | 687/1528 [01:13<01:24, 9.92ex/s] preprocess datasets #3: 44%|████▍ | 678/1527 [01:13<01:27, 9.68ex/s][A[A[A preprocess datasets #2: 49%|████▉ | 749/1528 [01:13<01:08, 11.44ex/s][A[A preprocess datasets #4: 45%|████▌ | 691/1527 [01:13<01:32, 9.00ex/s][A[A[A[A preprocess datasets #1: 48%|████▊ | 727/1528 [01:14<01:12, 11.01ex/s][A preprocess datasets #0: 45%|████▌ | 689/1528 [01:14<01:13, 11.46ex/s] preprocess datasets #3: 45%|████▍ | 680/1527 [01:14<01:22, 10.27ex/s][A[A[A preprocess datasets #2: 49%|████▉ | 751/1528 [01:14<01:06, 11.67ex/s][A[A preprocess datasets #4: 45%|████▌ | 693/1527 [01:14<01:26, 9.65ex/s][A[A[A[A preprocess datasets #1: 48%|████▊ | 729/1528 [01:14<01:10, 11.37ex/s][A preprocess datasets #0: 45%|████▌ | 691/1528 [01:14<01:17, 10.74ex/s] preprocess datasets #2: 49%|████▉ | 753/1528 [01:14<01:10, 11.00ex/s][A[A preprocess datasets #1: 48%|████▊ | 731/1528 [01:14<01:04, 12.38ex/s][A preprocess datasets #3: 45%|████▍ | 682/1527 [01:14<01:31, 9.19ex/s][A[A[A preprocess datasets #4: 46%|████▌ | 695/1527 [01:14<01:23, 9.95ex/s][A[A[A[A preprocess datasets #0: 45%|████▌ | 693/1528 [01:14<01:16, 10.92ex/s] preprocess datasets #2: 49%|████▉ | 755/1528 [01:14<01:06, 11.66ex/s][A[A preprocess datasets #1: 48%|████▊ | 733/1528 [01:14<01:03, 12.56ex/s][A preprocess datasets #3: 45%|████▍ | 684/1527 [01:14<01:27, 9.68ex/s][A[A[A preprocess datasets #4: 46%|████▌ | 697/1527 [01:14<01:23, 9.94ex/s][A[A[A[A preprocess datasets #0: 45%|████▌ | 695/1528 [01:14<01:18, 10.67ex/s] preprocess datasets #2: 50%|████▉ | 757/1528 [01:14<01:08, 11.30ex/s][A[A preprocess datasets #1: 48%|████▊ | 735/1528 [01:14<01:10, 11.24ex/s][A preprocess datasets #3: 45%|████▍ | 686/1527 [01:14<01:22, 10.23ex/s][A[A[A preprocess datasets #0: 46%|████▌ | 697/1528 [01:14<01:15, 11.01ex/s] preprocess datasets #4: 46%|████▌ | 699/1527 [01:14<01:29, 9.22ex/s][A[A[A[A preprocess datasets #3: 45%|████▌ | 688/1527 [01:14<01:20, 10.36ex/s][A[A[A preprocess datasets #1: 48%|████▊ | 737/1528 [01:14<01:16, 10.41ex/s][A preprocess datasets #2: 50%|████▉ | 759/1528 [01:14<01:21, 9.39ex/s][A[A preprocess datasets #4: 46%|████▌ | 701/1527 [01:14<01:19, 10.39ex/s][A[A[A[A preprocess datasets #0: 46%|████▌ | 699/1528 [01:14<01:16, 10.85ex/s] preprocess datasets #3: 45%|████▌ | 690/1527 [01:15<01:19, 10.57ex/s][A[A[A preprocess datasets #0: 46%|████▌ | 701/1528 [01:15<01:11, 11.53ex/s] preprocess datasets #2: 50%|████▉ | 761/1528 [01:15<01:21, 9.41ex/s][A[A preprocess datasets #1: 48%|████▊ | 739/1528 [01:15<01:28, 8.94ex/s][A preprocess datasets #4: 46%|████▌ | 703/1527 [01:15<01:30, 9.07ex/s][A[A[A[A preprocess datasets #2: 50%|████▉ | 762/1528 [01:15<01:22, 9.25ex/s][A[A preprocess datasets #3: 45%|████▌ | 692/1527 [01:15<01:20, 10.39ex/s][A[A[A preprocess datasets #1: 48%|████▊ | 740/1528 [01:15<01:28, 8.90ex/s][A preprocess datasets #0: 46%|████▌ | 703/1528 [01:15<01:17, 10.69ex/s] preprocess datasets #4: 46%|████▌ | 704/1527 [01:15<01:31, 9.04ex/s][A[A[A[A preprocess datasets #2: 50%|█████ | 764/1528 [01:15<01:11, 10.66ex/s][A[A preprocess datasets #3: 45%|████▌ | 694/1527 [01:15<01:12, 11.42ex/s][A[A[A preprocess datasets #4: 46%|████▌ | 705/1527 [01:15<01:32, 8.92ex/s][A[A[A[A preprocess datasets #1: 49%|████▊ | 742/1528 [01:15<01:21, 9.63ex/s][A preprocess datasets #0: 46%|████▌ | 705/1528 [01:15<01:19, 10.31ex/s] preprocess datasets #2: 50%|█████ | 766/1528 [01:15<01:09, 11.02ex/s][A[A preprocess datasets #3: 46%|████▌ | 696/1527 [01:15<01:17, 10.75ex/s][A[A[A preprocess datasets #1: 49%|████▊ | 743/1528 [01:15<01:25, 9.14ex/s][A preprocess datasets #4: 46%|████▋ | 707/1527 [01:15<01:25, 9.55ex/s][A[A[A[A preprocess datasets #2: 50%|█████ | 768/1528 [01:15<01:05, 11.54ex/s][A[A preprocess datasets #0: 46%|████▋ | 707/1528 [01:15<01:22, 9.95ex/s] preprocess datasets #4: 46%|████▋ | 708/1527 [01:15<01:28, 9.26ex/s][A[A[A[A preprocess datasets #1: 49%|████▊ | 744/1528 [01:15<01:38, 7.94ex/s][A preprocess datasets #3: 46%|████▌ | 698/1527 [01:15<01:18, 10.59ex/s][A[A[A preprocess datasets #2: 50%|█████ | 770/1528 [01:15<00:59, 12.68ex/s][A[A preprocess datasets #4: 46%|████▋ | 710/1527 [01:15<01:10, 11.53ex/s][A[A[A[A preprocess datasets #1: 49%|████▉ | 746/1528 [01:15<01:23, 9.35ex/s][A preprocess datasets #2: 51%|█████ | 773/1528 [01:15<00:48, 15.58ex/s][A[A preprocess datasets #0: 46%|████▋ | 709/1528 [01:16<01:26, 9.44ex/s] preprocess datasets #3: 46%|████▌ | 700/1527 [01:15<01:21, 10.10ex/s][A[A[A preprocess datasets #4: 47%|████▋ | 712/1527 [01:15<01:10, 11.48ex/s][A[A[A[A preprocess datasets #1: 49%|████▉ | 748/1528 [01:16<01:15, 10.35ex/s][A preprocess datasets #0: 47%|████▋ | 711/1528 [01:16<01:16, 10.62ex/s] preprocess datasets #2: 51%|█████ | 775/1528 [01:16<00:51, 14.61ex/s][A[A preprocess datasets #4: 47%|████▋ | 714/1527 [01:16<01:11, 11.37ex/s][A[A[A[A preprocess datasets #3: 46%|████▌ | 702/1527 [01:16<01:28, 9.35ex/s][A[A[A preprocess datasets #0: 47%|████▋ | 713/1528 [01:16<01:19, 10.22ex/s] preprocess datasets #1: 49%|████▉ | 750/1528 [01:16<01:19, 9.81ex/s][A preprocess datasets #4: 47%|████▋ | 716/1527 [01:16<01:08, 11.81ex/s][A[A[A[A preprocess datasets #2: 51%|█████ | 777/1528 [01:16<01:03, 11.75ex/s][A[A preprocess datasets #3: 46%|████▌ | 703/1527 [01:16<01:28, 9.31ex/s][A[A[A preprocess datasets #0: 47%|████▋ | 715/1528 [01:16<01:17, 10.50ex/s] preprocess datasets #3: 46%|████▌ | 704/1527 [01:16<01:34, 8.74ex/s][A[A[A preprocess datasets #1: 49%|████▉ | 752/1528 [01:16<01:19, 9.77ex/s][A preprocess datasets #4: 47%|████▋ | 718/1527 [01:16<01:14, 10.80ex/s][A[A[A[A preprocess datasets #2: 51%|█████ | 779/1528 [01:16<01:07, 11.03ex/s][A[A preprocess datasets #0: 47%|████▋ | 717/1528 [01:16<01:08, 11.88ex/s] preprocess datasets #3: 46%|████▌ | 706/1527 [01:16<01:21, 10.11ex/s][A[A[A preprocess datasets #1: 49%|████▉ | 754/1528 [01:16<01:17, 10.00ex/s][A preprocess datasets #2: 51%|█████ | 781/1528 [01:16<01:07, 10.99ex/s][A[A preprocess datasets #4: 47%|████▋ | 720/1527 [01:16<01:15, 10.72ex/s][A[A[A[A preprocess datasets #0: 47%|████▋ | 719/1528 [01:16<01:09, 11.67ex/s] preprocess datasets #3: 46%|████▋ | 708/1527 [01:16<01:19, 10.28ex/s][A[A[A preprocess datasets #2: 51%|█████ | 783/1528 [01:16<01:01, 12.08ex/s][A[A preprocess datasets #1: 49%|████▉ | 756/1528 [01:16<01:16, 10.11ex/s][A preprocess datasets #4: 47%|████▋ | 722/1527 [01:16<01:13, 10.95ex/s][A[A[A[A preprocess datasets #0: 47%|████▋ | 721/1528 [01:17<01:14, 10.82ex/s] preprocess datasets #3: 46%|████▋ | 710/1527 [01:16<01:18, 10.46ex/s][A[A[A preprocess datasets #2: 51%|█████▏ | 785/1528 [01:17<01:04, 11.46ex/s][A[A preprocess datasets #4: 47%|████▋ | 724/1527 [01:17<01:11, 11.17ex/s][A[A[A[A preprocess datasets #0: 47%|████▋ | 723/1528 [01:17<01:14, 10.80ex/s] preprocess datasets #1: 50%|████▉ | 759/1528 [01:17<01:15, 10.18ex/s][A preprocess datasets #2: 52%|█████▏ | 787/1528 [01:17<01:08, 10.88ex/s][A[A preprocess datasets #3: 47%|████▋ | 712/1527 [01:17<01:28, 9.24ex/s][A[A[A preprocess datasets #4: 48%|████▊ | 726/1527 [01:17<01:15, 10.63ex/s][A[A[A[A preprocess datasets #1: 50%|████▉ | 761/1528 [01:17<01:11, 10.74ex/s][A preprocess datasets #0: 47%|████▋ | 725/1528 [01:17<01:15, 10.61ex/s] preprocess datasets #3: 47%|████▋ | 714/1527 [01:17<01:25, 9.53ex/s][A[A[A preprocess datasets #2: 52%|█████▏ | 789/1528 [01:17<01:11, 10.28ex/s][A[A preprocess datasets #4: 48%|████▊ | 728/1527 [01:17<01:20, 9.88ex/s][A[A[A[A preprocess datasets #1: 50%|████▉ | 763/1528 [01:17<01:13, 10.41ex/s][A preprocess datasets #2: 52%|█████▏ | 791/1528 [01:17<01:03, 11.56ex/s][A[A preprocess datasets #0: 48%|████▊ | 727/1528 [01:17<01:22, 9.75ex/s] preprocess datasets #3: 47%|████▋ | 715/1527 [01:17<01:30, 8.93ex/s][A[A[A preprocess datasets #4: 48%|████▊ | 730/1527 [01:17<01:21, 9.75ex/s][A[A[A[A preprocess datasets #3: 47%|████▋ | 716/1527 [01:17<01:33, 8.65ex/s][A[A[A preprocess datasets #1: 50%|█████ | 765/1528 [01:17<01:17, 9.80ex/s][A preprocess datasets #0: 48%|████▊ | 729/1528 [01:17<01:18, 10.20ex/s] preprocess datasets #2: 52%|█████▏ | 793/1528 [01:17<01:07, 10.86ex/s][A[A preprocess datasets #3: 47%|████▋ | 717/1527 [01:17<01:33, 8.62ex/s][A[A[A preprocess datasets #1: 50%|█████ | 766/1528 [01:17<01:18, 9.70ex/s][A preprocess datasets #4: 48%|████▊ | 732/1527 [01:17<01:14, 10.61ex/s][A[A[A[A preprocess datasets #2: 52%|█████▏ | 795/1528 [01:17<01:05, 11.14ex/s][A[A preprocess datasets #0: 48%|████▊ | 731/1528 [01:18<01:18, 10.15ex/s] preprocess datasets #3: 47%|████▋ | 718/1527 [01:18<01:40, 8.01ex/s][A[A[A preprocess datasets #1: 50%|█████ | 768/1528 [01:18<01:09, 10.90ex/s][A preprocess datasets #4: 48%|████▊ | 735/1527 [01:18<01:05, 12.07ex/s][A[A[A[A preprocess datasets #1: 50%|█████ | 770/1528 [01:18<01:02, 12.15ex/s][A preprocess datasets #2: 52%|█████▏ | 797/1528 [01:18<01:10, 10.32ex/s][A[A preprocess datasets #0: 48%|████▊ | 733/1528 [01:18<01:23, 9.47ex/s] preprocess datasets #3: 47%|████▋ | 720/1527 [01:18<01:38, 8.17ex/s][A[A[A preprocess datasets #4: 48%|████▊ | 738/1527 [01:18<00:58, 13.51ex/s][A[A[A[A preprocess datasets #1: 51%|█████ | 772/1528 [01:18<01:04, 11.75ex/s][A preprocess datasets #2: 52%|█████▏ | 799/1528 [01:18<01:07, 10.84ex/s][A[A preprocess datasets #0: 48%|████▊ | 735/1528 [01:18<01:18, 10.10ex/s] preprocess datasets #3: 47%|████▋ | 722/1527 [01:18<01:28, 9.11ex/s][A[A[A preprocess datasets #4: 48%|████▊ | 740/1527 [01:18<01:02, 12.59ex/s][A[A[A[A preprocess datasets #1: 51%|█████ | 774/1528 [01:18<01:09, 10.87ex/s][A preprocess datasets #0: 48%|████▊ | 737/1528 [01:18<01:14, 10.63ex/s] preprocess datasets #3: 47%|████▋ | 723/1527 [01:18<01:33, 8.56ex/s][A[A[A preprocess datasets #2: 52%|█████▏ | 801/1528 [01:18<01:11, 10.11ex/s][A[A preprocess datasets #4: 49%|████▊ | 742/1527 [01:18<01:02, 12.47ex/s][A[A[A[A preprocess datasets #1: 51%|█████ | 776/1528 [01:18<01:02, 11.97ex/s][A preprocess datasets #3: 47%|████▋ | 724/1527 [01:18<01:36, 8.33ex/s][A[A[A preprocess datasets #2: 53%|█████▎ | 803/1528 [01:18<01:05, 11.15ex/s][A[A preprocess datasets #4: 49%|████▊ | 744/1527 [01:18<01:04, 12.11ex/s][A[A[A[A preprocess datasets #0: 48%|████▊ | 739/1528 [01:18<01:19, 9.90ex/s] preprocess datasets #3: 47%|████▋ | 725/1527 [01:18<01:32, 8.67ex/s][A[A[A preprocess datasets #2: 53%|█████▎ | 805/1528 [01:18<00:59, 12.15ex/s][A[A preprocess datasets #1: 51%|█████ | 778/1528 [01:18<01:09, 10.87ex/s][A preprocess datasets #0: 48%|████▊ | 741/1528 [01:19<01:17, 10.16ex/s] preprocess datasets #4: 49%|████▉ | 746/1527 [01:18<01:09, 11.19ex/s][A[A[A[A preprocess datasets #3: 48%|████▊ | 727/1527 [01:19<01:35, 8.40ex/s][A[A[A preprocess datasets #1: 51%|█████ | 780/1528 [01:19<01:07, 11.10ex/s][A preprocess datasets #2: 53%|█████▎ | 807/1528 [01:19<01:03, 11.35ex/s][A[A preprocess datasets #0: 49%|████▊ | 743/1528 [01:19<01:17, 10.12ex/s] preprocess datasets #3: 48%|████▊ | 728/1527 [01:19<01:39, 8.07ex/s][A[A[A preprocess datasets #1: 51%|█████ | 782/1528 [01:19<01:07, 11.13ex/s][A preprocess datasets #4: 49%|████▉ | 748/1527 [01:19<01:16, 10.16ex/s][A[A[A[A preprocess datasets #2: 53%|█████▎ | 809/1528 [01:19<01:07, 10.62ex/s][A[A preprocess datasets #3: 48%|████▊ | 729/1527 [01:19<01:36, 8.29ex/s][A[A[A preprocess datasets #0: 49%|████▉ | 745/1528 [01:19<01:17, 10.08ex/s] preprocess datasets #3: 48%|████▊ | 730/1527 [01:19<01:33, 8.49ex/s][A[A[A preprocess datasets #4: 49%|████▉ | 750/1527 [01:19<01:14, 10.40ex/s][A[A[A[A preprocess datasets #1: 51%|█████▏ | 784/1528 [01:19<01:14, 9.94ex/s][A preprocess datasets #0: 49%|████▉ | 747/1528 [01:19<01:12, 10.81ex/s] preprocess datasets #2: 53%|█████▎ | 811/1528 [01:19<01:20, 8.87ex/s][A[A preprocess datasets #3: 48%|████▊ | 732/1527 [01:19<01:27, 9.08ex/s][A[A[A preprocess datasets #4: 49%|████▉ | 752/1527 [01:19<01:18, 9.88ex/s][A[A[A[A preprocess datasets #1: 51%|█████▏ | 786/1528 [01:19<01:16, 9.75ex/s][A preprocess datasets #0: 49%|████▉ | 749/1528 [01:19<01:13, 10.53ex/s] preprocess datasets #3: 48%|████▊ | 733/1527 [01:19<01:33, 8.48ex/s][A[A[A preprocess datasets #2: 53%|█████▎ | 813/1528 [01:19<01:17, 9.28ex/s][A[A preprocess datasets #4: 49%|████▉ | 754/1527 [01:19<01:22, 9.33ex/s][A[A[A[A preprocess datasets #1: 52%|█████▏ | 788/1528 [01:19<01:17, 9.54ex/s][A preprocess datasets #3: 48%|████▊ | 735/1527 [01:19<01:26, 9.18ex/s][A[A[A preprocess datasets #2: 53%|█████▎ | 814/1528 [01:19<01:25, 8.32ex/s][A[A preprocess datasets #0: 49%|████▉ | 751/1528 [01:20<01:21, 9.58ex/s] preprocess datasets #4: 49%|████▉ | 755/1527 [01:20<01:24, 9.09ex/s][A[A[A[A preprocess datasets #1: 52%|█████▏ | 789/1528 [01:20<01:17, 9.53ex/s][A preprocess datasets #3: 48%|████▊ | 736/1527 [01:20<01:28, 8.97ex/s][A[A[A preprocess datasets #2: 53%|█████▎ | 816/1528 [01:20<01:14, 9.57ex/s][A[A preprocess datasets #0: 49%|████▉ | 752/1528 [01:20<01:25, 9.06ex/s] preprocess datasets #4: 50%|████▉ | 756/1527 [01:20<01:26, 8.89ex/s][A[A[A[A preprocess datasets #1: 52%|█████▏ | 791/1528 [01:20<01:10, 10.43ex/s][A preprocess datasets #3: 48%|████▊ | 738/1527 [01:20<01:19, 9.91ex/s][A[A[A preprocess datasets #4: 50%|████▉ | 757/1527 [01:20<01:27, 8.82ex/s][A[A[A[A preprocess datasets #0: 49%|████▉ | 753/1528 [01:20<01:31, 8.45ex/s] preprocess datasets #2: 54%|█████▎ | 818/1528 [01:20<01:15, 9.43ex/s][A[A preprocess datasets #1: 52%|█████▏ | 793/1528 [01:20<01:06, 11.00ex/s][A preprocess datasets #3: 48%|████▊ | 739/1527 [01:20<01:23, 9.46ex/s][A[A[A preprocess datasets #0: 49%|████▉ | 754/1528 [01:20<01:29, 8.63ex/s] preprocess datasets #4: 50%|████▉ | 758/1527 [01:20<01:38, 7.79ex/s][A[A[A[A preprocess datasets #1: 52%|█████▏ | 795/1528 [01:20<01:02, 11.78ex/s][A preprocess datasets #3: 49%|████▊ | 741/1527 [01:20<01:18, 10.04ex/s][A[A[A preprocess datasets #2: 54%|█████▎ | 820/1528 [01:20<01:18, 8.98ex/s][A[A preprocess datasets #0: 49%|████▉ | 756/1528 [01:20<01:29, 8.58ex/s] preprocess datasets #4: 50%|████▉ | 760/1527 [01:20<01:27, 8.74ex/s][A[A[A[A preprocess datasets #0: 50%|████▉ | 757/1528 [01:20<01:30, 8.56ex/s] preprocess datasets #1: 52%|█████▏ | 797/1528 [01:20<01:10, 10.40ex/s][A preprocess datasets #2: 54%|█████▍ | 822/1528 [01:20<01:13, 9.55ex/s][A[A preprocess datasets #3: 49%|████▊ | 743/1527 [01:20<01:25, 9.17ex/s][A[A[A preprocess datasets #4: 50%|████▉ | 762/1527 [01:20<01:25, 9.00ex/s][A[A[A[A preprocess datasets #2: 54%|█████▍ | 823/1528 [01:20<01:14, 9.48ex/s][A[A preprocess datasets #4: 50%|████▉ | 763/1527 [01:20<01:24, 9.08ex/s][A[A[A[A preprocess datasets #1: 52%|█████▏ | 799/1528 [01:21<01:13, 9.90ex/s][A preprocess datasets #0: 50%|████▉ | 759/1528 [01:21<01:29, 8.58ex/s] preprocess datasets #2: 54%|█████▍ | 824/1528 [01:21<01:18, 8.98ex/s][A[A preprocess datasets #3: 49%|████▉ | 745/1527 [01:21<01:31, 8.57ex/s][A[A[A preprocess datasets #4: 50%|█████ | 764/1527 [01:21<01:25, 8.97ex/s][A[A[A[A preprocess datasets #1: 52%|█████▏ | 801/1528 [01:21<01:09, 10.49ex/s][A preprocess datasets #2: 54%|█████▍ | 825/1528 [01:21<01:20, 8.70ex/s][A[A preprocess datasets #3: 49%|████▉ | 746/1527 [01:21<01:30, 8.65ex/s][A[A[A preprocess datasets #0: 50%|████▉ | 761/1528 [01:21<01:27, 8.72ex/s] preprocess datasets #4: 50%|█████ | 765/1527 [01:21<01:35, 7.94ex/s][A[A[A[A preprocess datasets #3: 49%|████▉ | 747/1527 [01:21<01:30, 8.62ex/s][A[A[A preprocess datasets #2: 54%|█████▍ | 827/1528 [01:21<01:10, 9.90ex/s][A[A preprocess datasets #1: 53%|█████▎ | 803/1528 [01:21<01:08, 10.66ex/s][A preprocess datasets #0: 50%|████▉ | 762/1528 [01:21<01:30, 8.46ex/s] preprocess datasets #2: 54%|█████▍ | 828/1528 [01:21<01:11, 9.83ex/s][A[A preprocess datasets #3: 49%|████▉ | 748/1527 [01:21<01:31, 8.48ex/s][A[A[A preprocess datasets #4: 50%|█████ | 766/1527 [01:21<01:47, 7.10ex/s][A[A[A[A preprocess datasets #0: 50%|█████ | 764/1528 [01:21<01:18, 9.75ex/s] preprocess datasets #3: 49%|████▉ | 749/1527 [01:21<01:28, 8.79ex/s][A[A[A preprocess datasets #4: 50%|█████ | 767/1527 [01:21<01:39, 7.62ex/s][A[A[A[A preprocess datasets #1: 53%|█████▎ | 805/1528 [01:21<01:11, 10.05ex/s][A preprocess datasets #2: 54%|█████▍ | 830/1528 [01:21<01:10, 9.89ex/s][A[A preprocess datasets #0: 50%|█████ | 766/1528 [01:21<01:08, 11.08ex/s] preprocess datasets #3: 49%|████▉ | 750/1527 [01:21<01:26, 8.95ex/s][A[A[A preprocess datasets #4: 50%|█████ | 768/1527 [01:21<01:40, 7.55ex/s][A[A[A[A preprocess datasets #1: 53%|█████▎ | 807/1528 [01:21<01:06, 10.83ex/s][A preprocess datasets #3: 49%|████▉ | 751/1527 [01:21<01:32, 8.41ex/s][A[A[A preprocess datasets #0: 50%|█████ | 768/1528 [01:21<01:07, 11.28ex/s] preprocess datasets #2: 54%|█████▍ | 832/1528 [01:21<01:10, 9.85ex/s][A[A preprocess datasets #4: 50%|█████ | 771/1527 [01:21<01:14, 10.16ex/s][A[A[A[A preprocess datasets #1: 53%|█████▎ | 809/1528 [01:21<01:05, 10.93ex/s][A preprocess datasets #3: 49%|████▉ | 753/1527 [01:21<01:22, 9.35ex/s][A[A[A preprocess datasets #0: 50%|█████ | 770/1528 [01:22<01:05, 11.64ex/s] preprocess datasets #2: 55%|█████▍ | 834/1528 [01:21<01:07, 10.30ex/s][A[A preprocess datasets #4: 51%|█████ | 773/1527 [01:22<01:09, 10.87ex/s][A[A[A[A preprocess datasets #1: 53%|█████▎ | 811/1528 [01:22<01:08, 10.54ex/s][A preprocess datasets #0: 51%|█████ | 772/1528 [01:22<01:04, 11.80ex/s] preprocess datasets #3: 49%|████▉ | 755/1527 [01:22<01:17, 9.94ex/s][A[A[A preprocess datasets #2: 55%|█████▍ | 836/1528 [01:22<01:06, 10.38ex/s][A[A preprocess datasets #1: 53%|█████▎ | 813/1528 [01:22<01:04, 11.11ex/s][A preprocess datasets #3: 50%|████▉ | 756/1527 [01:22<01:19, 9.66ex/s][A[A[A preprocess datasets #4: 51%|█████ | 775/1527 [01:22<01:12, 10.31ex/s][A[A[A[A preprocess datasets #2: 55%|█████▍ | 838/1528 [01:22<00:58, 11.89ex/s][A[A preprocess datasets #0: 51%|█████ | 774/1528 [01:22<01:05, 11.51ex/s] preprocess datasets #3: 50%|████▉ | 757/1527 [01:22<01:34, 8.13ex/s][A[A[A preprocess datasets #0: 51%|█████ | 776/1528 [01:22<01:02, 12.04ex/s] preprocess datasets #4: 51%|█████ | 777/1527 [01:22<01:13, 10.14ex/s][A[A[A[A preprocess datasets #2: 55%|█████▍ | 840/1528 [01:22<01:00, 11.37ex/s][A[A preprocess datasets #1: 53%|█████▎ | 815/1528 [01:22<01:17, 9.16ex/s][A preprocess datasets #3: 50%|████▉ | 758/1527 [01:22<01:37, 7.87ex/s][A[A[A preprocess datasets #0: 51%|█████ | 778/1528 [01:22<01:04, 11.68ex/s] preprocess datasets #4: 51%|█████ | 779/1527 [01:22<01:14, 10.03ex/s][A[A[A[A preprocess datasets #3: 50%|████▉ | 759/1527 [01:22<01:34, 8.16ex/s][A[A[A preprocess datasets #1: 53%|█████▎ | 817/1528 [01:22<01:08, 10.36ex/s][A preprocess datasets #2: 55%|█████▌ | 842/1528 [01:22<01:03, 10.82ex/s][A[A preprocess datasets #3: 50%|████▉ | 760/1527 [01:22<01:30, 8.48ex/s][A[A[A preprocess datasets #2: 55%|█████▌ | 844/1528 [01:22<00:56, 12.16ex/s][A[A preprocess datasets #0: 51%|█████ | 780/1528 [01:22<01:06, 11.24ex/s] preprocess datasets #4: 51%|█████ | 781/1527 [01:22<01:13, 10.10ex/s][A[A[A[A preprocess datasets #1: 54%|█████▎ | 819/1528 [01:22<01:07, 10.49ex/s][A preprocess datasets #3: 50%|████▉ | 761/1527 [01:22<01:37, 7.83ex/s][A[A[A preprocess datasets #0: 51%|█████ | 782/1528 [01:23<01:06, 11.27ex/s] preprocess datasets #2: 55%|█████▌ | 846/1528 [01:23<01:00, 11.25ex/s][A[A preprocess datasets #1: 54%|█████▎ | 821/1528 [01:23<01:03, 11.13ex/s][A preprocess datasets #4: 51%|█████▏ | 783/1527 [01:23<01:10, 10.52ex/s][A[A[A[A preprocess datasets #3: 50%|████▉ | 762/1527 [01:23<01:32, 8.23ex/s][A[A[A preprocess datasets #0: 51%|█████▏ | 784/1528 [01:23<01:05, 11.31ex/s] preprocess datasets #2: 55%|█████▌ | 848/1528 [01:23<01:01, 11.12ex/s][A[A preprocess datasets #4: 51%|█████▏ | 785/1527 [01:23<01:11, 10.43ex/s][A[A[A[A preprocess datasets #1: 54%|█████▍ | 823/1528 [01:23<01:06, 10.67ex/s][A preprocess datasets #3: 50%|█████ | 764/1527 [01:23<01:29, 8.50ex/s][A[A[A preprocess datasets #1: 54%|█████▍ | 825/1528 [01:23<01:04, 10.94ex/s][A preprocess datasets #4: 52%|█████▏ | 787/1527 [01:23<01:09, 10.62ex/s][A[A[A[A preprocess datasets #2: 56%|█████▌ | 850/1528 [01:23<01:03, 10.69ex/s][A[A preprocess datasets #0: 51%|█████▏ | 786/1528 [01:23<01:12, 10.24ex/s] preprocess datasets #3: 50%|█████ | 766/1527 [01:23<01:19, 9.54ex/s][A[A[A preprocess datasets #4: 52%|█████▏ | 789/1527 [01:23<01:06, 11.13ex/s][A[A[A[A preprocess datasets #3: 50%|█████ | 767/1527 [01:23<01:28, 8.54ex/s][A[A[A preprocess datasets #0: 52%|█████▏ | 788/1528 [01:23<01:11, 10.34ex/s] preprocess datasets #1: 54%|█████▍ | 827/1528 [01:23<01:07, 10.32ex/s][A preprocess datasets #2: 56%|█████▌ | 852/1528 [01:23<01:07, 9.95ex/s][A[A preprocess datasets #3: 50%|█████ | 768/1527 [01:23<01:31, 8.32ex/s][A[A[A preprocess datasets #4: 52%|█████▏ | 791/1527 [01:23<01:05, 11.25ex/s][A[A[A[A preprocess datasets #1: 54%|█████▍ | 829/1528 [01:23<01:08, 10.25ex/s][A preprocess datasets #0: 52%|█████▏ | 790/1528 [01:23<01:14, 9.89ex/s] preprocess datasets #2: 56%|█████▌ | 854/1528 [01:23<01:06, 10.20ex/s][A[A preprocess datasets #3: 50%|█████ | 769/1527 [01:23<01:29, 8.44ex/s][A[A[A preprocess datasets #4: 52%|█████▏ | 793/1527 [01:23<01:02, 11.67ex/s][A[A[A[A preprocess datasets #3: 50%|█████ | 770/1527 [01:23<01:28, 8.57ex/s][A[A[A preprocess datasets #4: 52%|█████▏ | 795/1527 [01:23<00:56, 12.86ex/s][A[A[A[A preprocess datasets #2: 56%|█████▌ | 856/1528 [01:24<01:05, 10.28ex/s][A[A preprocess datasets #0: 52%|█████▏ | 792/1528 [01:24<01:14, 9.92ex/s] preprocess datasets #1: 54%|█████▍ | 831/1528 [01:24<01:13, 9.55ex/s][A preprocess datasets #3: 50%|█████ | 771/1527 [01:24<01:31, 8.30ex/s][A[A[A preprocess datasets #4: 52%|█████▏ | 797/1527 [01:24<00:57, 12.69ex/s][A[A[A[A preprocess datasets #3: 51%|█████ | 772/1527 [01:24<01:29, 8.43ex/s][A[A[A preprocess datasets #2: 56%|█████▌ | 858/1528 [01:24<01:06, 10.13ex/s][A[A preprocess datasets #1: 55%|█████▍ | 833/1528 [01:24<01:13, 9.50ex/s][A preprocess datasets #0: 52%|█████▏ | 794/1528 [01:24<01:22, 8.93ex/s] preprocess datasets #3: 51%|█████ | 773/1527 [01:24<01:27, 8.57ex/s][A[A[A preprocess datasets #4: 52%|█████▏ | 799/1527 [01:24<01:02, 11.69ex/s][A[A[A[A preprocess datasets #3: 51%|█████ | 774/1527 [01:24<01:24, 8.92ex/s][A[A[A preprocess datasets #1: 55%|█████▍ | 835/1528 [01:24<01:07, 10.21ex/s][A preprocess datasets #0: 52%|█████▏ | 796/1528 [01:24<01:20, 9.15ex/s] preprocess datasets #3: 51%|█████ | 775/1527 [01:24<01:21, 9.21ex/s][A[A[A preprocess datasets #4: 52%|█████▏ | 801/1527 [01:24<01:03, 11.49ex/s][A[A[A[A preprocess datasets #2: 56%|█████▋ | 860/1528 [01:24<01:19, 8.36ex/s][A[A preprocess datasets #3: 51%|█████ | 776/1527 [01:24<01:21, 9.26ex/s][A[A[A preprocess datasets #0: 52%|█████▏ | 798/1528 [01:24<01:08, 10.64ex/s] preprocess datasets #1: 55%|█████▍ | 837/1528 [01:24<01:10, 9.79ex/s][A preprocess datasets #2: 56%|█████▋ | 861/1528 [01:24<01:19, 8.41ex/s][A[A preprocess datasets #4: 53%|█████▎ | 803/1527 [01:24<01:02, 11.59ex/s][A[A[A[A preprocess datasets #0: 52%|█████▏ | 800/1528 [01:24<01:08, 10.68ex/s] preprocess datasets #3: 51%|█████ | 777/1527 [01:24<01:42, 7.34ex/s][A[A[A preprocess datasets #1: 55%|█████▍ | 839/1528 [01:24<01:07, 10.22ex/s][A preprocess datasets #2: 56%|█████▋ | 863/1528 [01:24<01:17, 8.54ex/s][A[A preprocess datasets #1: 55%|█████▌ | 841/1528 [01:24<00:59, 11.57ex/s][A preprocess datasets #4: 53%|█████▎ | 805/1527 [01:24<01:10, 10.31ex/s][A[A[A[A preprocess datasets #3: 51%|█████ | 779/1527 [01:24<01:22, 9.02ex/s][A[A[A preprocess datasets #0: 52%|█████▏ | 802/1528 [01:25<01:08, 10.60ex/s] preprocess datasets #2: 57%|█████▋ | 864/1528 [01:25<01:16, 8.71ex/s][A[A preprocess datasets #3: 51%|█████ | 780/1527 [01:25<01:23, 8.99ex/s][A[A[A preprocess datasets #2: 57%|█████▋ | 865/1528 [01:25<01:16, 8.67ex/s][A[A preprocess datasets #4: 53%|█████▎ | 807/1527 [01:25<01:05, 10.97ex/s][A[A[A[A preprocess datasets #1: 55%|█████▌ | 843/1528 [01:25<00:58, 11.66ex/s][A preprocess datasets #0: 53%|█████▎ | 804/1528 [01:25<01:11, 10.20ex/s] preprocess datasets #1: 55%|█████▌ | 845/1528 [01:25<00:59, 11.56ex/s][A preprocess datasets #2: 57%|█████▋ | 867/1528 [01:25<01:11, 9.20ex/s][A[A preprocess datasets #3: 51%|█████ | 781/1527 [01:25<01:45, 7.05ex/s][A[A[A preprocess datasets #4: 53%|█████▎ | 809/1527 [01:25<01:10, 10.24ex/s][A[A[A[A preprocess datasets #0: 53%|█████▎ | 806/1528 [01:25<01:10, 10.18ex/s] preprocess datasets #1: 55%|█████▌ | 847/1528 [01:25<00:56, 12.03ex/s][A preprocess datasets #3: 51%|█████ | 782/1527 [01:25<01:44, 7.12ex/s][A[A[A preprocess datasets #4: 53%|█████▎ | 811/1527 [01:25<01:04, 11.13ex/s][A[A[A[A preprocess datasets #2: 57%|█████▋ | 869/1528 [01:25<01:09, 9.49ex/s][A[A preprocess datasets #0: 53%|█████▎ | 808/1528 [01:25<01:07, 10.72ex/s] preprocess datasets #3: 51%|█████▏ | 784/1527 [01:25<01:25, 8.74ex/s][A[A[A preprocess datasets #1: 56%|█████▌ | 849/1528 [01:25<01:00, 11.27ex/s][A preprocess datasets #2: 57%|█████▋ | 871/1528 [01:25<01:04, 10.13ex/s][A[A preprocess datasets #4: 53%|█████▎ | 813/1527 [01:25<01:10, 10.13ex/s][A[A[A[A preprocess datasets #0: 53%|█████▎ | 810/1528 [01:25<01:05, 10.95ex/s] preprocess datasets #1: 56%|█████▌ | 851/1528 [01:25<01:01, 11.08ex/s][A preprocess datasets #3: 51%|█████▏ | 786/1527 [01:25<01:25, 8.63ex/s][A[A[A preprocess datasets #2: 57%|█████▋ | 873/1528 [01:25<01:06, 9.92ex/s][A[A preprocess datasets #4: 53%|█████▎ | 815/1527 [01:25<01:08, 10.46ex/s][A[A[A[A preprocess datasets #0: 53%|█████▎ | 812/1528 [01:25<01:05, 10.96ex/s] preprocess datasets #3: 52%|█████▏ | 787/1527 [01:25<01:26, 8.58ex/s][A[A[A preprocess datasets #1: 56%|█████▌ | 853/1528 [01:26<00:58, 11.51ex/s][A preprocess datasets #2: 57%|█████▋ | 874/1528 [01:26<01:06, 9.87ex/s][A[A preprocess datasets #4: 54%|█████▎ | 817/1527 [01:26<01:05, 10.89ex/s][A[A[A[A preprocess datasets #3: 52%|█████▏ | 788/1527 [01:26<01:24, 8.76ex/s][A[A[A preprocess datasets #0: 53%|█████▎ | 814/1528 [01:26<01:05, 10.95ex/s] preprocess datasets #2: 57%|█████▋ | 875/1528 [01:26<01:09, 9.41ex/s][A[A preprocess datasets #1: 56%|█████▌ | 855/1528 [01:26<00:59, 11.29ex/s][A preprocess datasets #3: 52%|█████▏ | 789/1527 [01:26<01:22, 8.97ex/s][A[A[A preprocess datasets #4: 54%|█████▎ | 819/1527 [01:26<01:07, 10.49ex/s][A[A[A[A preprocess datasets #0: 53%|█████▎ | 816/1528 [01:26<01:04, 11.05ex/s] preprocess datasets #2: 57%|█████▋ | 877/1528 [01:26<01:04, 10.07ex/s][A[A preprocess datasets #1: 56%|█████▌ | 857/1528 [01:26<01:01, 10.91ex/s][A preprocess datasets #3: 52%|█████▏ | 791/1527 [01:26<01:18, 9.35ex/s][A[A[A preprocess datasets #2: 57%|█████▋ | 878/1528 [01:26<01:07, 9.70ex/s][A[A preprocess datasets #0: 54%|█████▎ | 818/1528 [01:26<01:01, 11.51ex/s] preprocess datasets #3: 52%|█████▏ | 793/1527 [01:26<01:07, 10.88ex/s][A[A[A preprocess datasets #1: 56%|█████▌ | 859/1528 [01:26<00:59, 11.23ex/s][A preprocess datasets #2: 58%|█████▊ | 879/1528 [01:26<01:12, 8.98ex/s][A[A preprocess datasets #4: 54%|█████▍ | 821/1527 [01:26<01:19, 8.85ex/s][A[A[A[A preprocess datasets #0: 54%|█████▎ | 820/1528 [01:26<01:01, 11.56ex/s] preprocess datasets #3: 52%|█████▏ | 795/1527 [01:26<01:07, 10.92ex/s][A[A[A preprocess datasets #1: 56%|█████▋ | 861/1528 [01:26<00:58, 11.32ex/s][A preprocess datasets #4: 54%|█████▍ | 822/1527 [01:26<01:23, 8.48ex/s][A[A[A[A preprocess datasets #2: 58%|█████▊ | 881/1528 [01:26<01:06, 9.74ex/s][A[A preprocess datasets #0: 54%|█████▍ | 822/1528 [01:26<01:07, 10.39ex/s] preprocess datasets #1: 57%|█████▋ | 864/1528 [01:26<00:48, 13.65ex/s][A preprocess datasets #2: 58%|█████▊ | 882/1528 [01:26<01:15, 8.55ex/s][A[A preprocess datasets #4: 54%|█████▍ | 824/1527 [01:26<01:17, 9.10ex/s][A[A[A[A preprocess datasets #3: 52%|█████▏ | 797/1527 [01:26<01:20, 9.03ex/s][A[A[A preprocess datasets #0: 54%|█████▍ | 824/1528 [01:27<01:05, 10.71ex/s] preprocess datasets #4: 54%|█████▍ | 825/1527 [01:27<01:20, 8.72ex/s][A[A[A[A preprocess datasets #2: 58%|█████▊ | 884/1528 [01:27<01:07, 9.47ex/s][A[A preprocess datasets #1: 57%|█████▋ | 866/1528 [01:27<00:55, 11.91ex/s][A preprocess datasets #3: 52%|█████▏ | 798/1527 [01:27<01:21, 8.90ex/s][A[A[A preprocess datasets #4: 54%|█████▍ | 826/1527 [01:27<01:20, 8.72ex/s][A[A[A[A preprocess datasets #2: 58%|█████▊ | 885/1528 [01:27<01:07, 9.55ex/s][A[A preprocess datasets #0: 54%|█████▍ | 826/1528 [01:27<01:03, 11.06ex/s] preprocess datasets #1: 57%|█████▋ | 868/1528 [01:27<00:53, 12.25ex/s][A preprocess datasets #4: 54%|█████▍ | 827/1527 [01:27<01:19, 8.76ex/s][A[A[A[A preprocess datasets #3: 52%|█████▏ | 800/1527 [01:27<01:17, 9.40ex/s][A[A[A preprocess datasets #2: 58%|█████▊ | 886/1528 [01:27<01:19, 8.07ex/s][A[A preprocess datasets #4: 54%|█████▍ | 828/1527 [01:27<01:17, 8.97ex/s][A[A[A[A preprocess datasets #0: 54%|█████▍ | 828/1528 [01:27<01:06, 10.47ex/s] preprocess datasets #3: 52%|█████▏ | 801/1527 [01:27<01:18, 9.26ex/s][A[A[A preprocess datasets #1: 57%|█████▋ | 870/1528 [01:27<01:00, 10.83ex/s][A preprocess datasets #2: 58%|█████▊ | 888/1528 [01:27<01:08, 9.35ex/s][A[A preprocess datasets #4: 54%|█████▍ | 830/1527 [01:27<01:06, 10.45ex/s][A[A[A[A preprocess datasets #3: 53%|█████▎ | 802/1527 [01:27<01:22, 8.84ex/s][A[A[A preprocess datasets #1: 57%|█████▋ | 872/1528 [01:27<00:54, 12.07ex/s][A preprocess datasets #0: 54%|█████▍ | 830/1528 [01:27<01:09, 10.08ex/s] preprocess datasets #2: 58%|█████▊ | 889/1528 [01:27<01:14, 8.56ex/s][A[A preprocess datasets #3: 53%|█████▎ | 803/1527 [01:27<01:28, 8.21ex/s][A[A[A preprocess datasets #4: 54%|█████▍ | 832/1527 [01:27<01:05, 10.55ex/s][A[A[A[A preprocess datasets #1: 57%|█████▋ | 874/1528 [01:27<00:52, 12.42ex/s][A preprocess datasets #0: 54%|█████▍ | 832/1528 [01:27<01:01, 11.25ex/s] preprocess datasets #3: 53%|█████▎ | 804/1527 [01:27<01:26, 8.32ex/s][A[A[A preprocess datasets #2: 58%|█████▊ | 890/1528 [01:27<01:20, 7.90ex/s][A[A preprocess datasets #1: 57%|█████▋ | 876/1528 [01:27<00:49, 13.06ex/s][A preprocess datasets #4: 55%|█████▍ | 834/1527 [01:27<01:04, 10.79ex/s][A[A[A[A preprocess datasets #0: 55%|█████▍ | 834/1528 [01:28<01:08, 10.13ex/s] preprocess datasets #3: 53%|█████▎ | 805/1527 [01:27<01:38, 7.31ex/s][A[A[A preprocess datasets #2: 58%|█████▊ | 892/1528 [01:28<01:13, 8.62ex/s][A[A preprocess datasets #4: 55%|█████▍ | 836/1527 [01:28<01:04, 10.72ex/s][A[A[A[A preprocess datasets #1: 57%|█████▋ | 878/1528 [01:28<00:54, 11.84ex/s][A preprocess datasets #2: 58%|█████▊ | 893/1528 [01:28<01:16, 8.35ex/s][A[A preprocess datasets #3: 53%|█████▎ | 806/1527 [01:28<01:44, 6.90ex/s][A[A[A preprocess datasets #0: 55%|█████▍ | 836/1528 [01:28<01:07, 10.22ex/s] preprocess datasets #1: 58%|█████▊ | 880/1528 [01:28<00:54, 11.83ex/s][A preprocess datasets #4: 55%|█████▍ | 838/1527 [01:28<01:04, 10.61ex/s][A[A[A[A preprocess datasets #3: 53%|█████▎ | 807/1527 [01:28<01:38, 7.34ex/s][A[A[A preprocess datasets #2: 59%|█████▊ | 895/1528 [01:28<01:09, 9.07ex/s][A[A preprocess datasets #0: 55%|█████▍ | 838/1528 [01:28<01:06, 10.41ex/s] preprocess datasets #1: 58%|█████▊ | 882/1528 [01:28<00:51, 12.47ex/s][A preprocess datasets #3: 53%|█████▎ | 808/1527 [01:28<01:40, 7.16ex/s][A[A[A preprocess datasets #4: 55%|█████▌ | 840/1527 [01:28<01:02, 11.02ex/s][A[A[A[A preprocess datasets #2: 59%|█████▊ | 896/1528 [01:28<01:08, 9.17ex/s][A[A preprocess datasets #0: 55%|█████▍ | 840/1528 [01:28<01:00, 11.43ex/s] preprocess datasets #1: 58%|█████▊ | 884/1528 [01:28<00:49, 12.94ex/s][A preprocess datasets #2: 59%|█████▊ | 897/1528 [01:28<01:09, 9.11ex/s][A[A preprocess datasets #3: 53%|█████▎ | 809/1527 [01:28<01:42, 7.03ex/s][A[A[A preprocess datasets #0: 55%|█████▌ | 842/1528 [01:28<00:52, 13.03ex/s] preprocess datasets #4: 55%|█████▌ | 842/1527 [01:28<01:02, 10.97ex/s][A[A[A[A preprocess datasets #2: 59%|█████▉ | 898/1528 [01:28<01:08, 9.16ex/s][A[A preprocess datasets #3: 53%|█████▎ | 810/1527 [01:28<01:35, 7.48ex/s][A[A[A preprocess datasets #1: 58%|█████▊ | 886/1528 [01:28<00:56, 11.43ex/s][A preprocess datasets #2: 59%|█████▉ | 899/1528 [01:28<01:07, 9.32ex/s][A[A preprocess datasets #0: 55%|█████▌ | 844/1528 [01:28<00:54, 12.45ex/s] preprocess datasets #4: 55%|█████▌ | 844/1527 [01:28<01:02, 10.89ex/s][A[A[A[A preprocess datasets #3: 53%|█████▎ | 812/1527 [01:28<01:22, 8.70ex/s][A[A[A preprocess datasets #2: 59%|█████▉ | 901/1528 [01:28<00:58, 10.73ex/s][A[A preprocess datasets #0: 55%|█████▌ | 846/1528 [01:29<00:57, 11.94ex/s] preprocess datasets #4: 55%|█████▌ | 846/1527 [01:28<01:02, 10.97ex/s][A[A[A[A preprocess datasets #1: 58%|█████▊ | 888/1528 [01:29<01:01, 10.45ex/s][A preprocess datasets #3: 53%|█████▎ | 813/1527 [01:29<01:30, 7.87ex/s][A[A[A preprocess datasets #4: 56%|█████▌ | 848/1527 [01:29<00:58, 11.64ex/s][A[A[A[A preprocess datasets #2: 59%|█████▉ | 903/1528 [01:29<01:02, 10.08ex/s][A[A preprocess datasets #3: 53%|█████▎ | 814/1527 [01:29<01:29, 7.96ex/s][A[A[A preprocess datasets #1: 58%|█████▊ | 890/1528 [01:29<01:00, 10.47ex/s][A preprocess datasets #0: 55%|█████▌ | 848/1528 [01:29<01:03, 10.63ex/s] preprocess datasets #4: 56%|█████▌ | 850/1527 [01:29<00:58, 11.65ex/s][A[A[A[A preprocess datasets #3: 53%|█████▎ | 816/1527 [01:29<01:16, 9.29ex/s][A[A[A preprocess datasets #0: 56%|█████▌ | 850/1528 [01:29<01:04, 10.44ex/s] preprocess datasets #1: 58%|█████▊ | 892/1528 [01:29<01:04, 9.90ex/s][A preprocess datasets #2: 59%|█████▉ | 905/1528 [01:29<01:09, 9.03ex/s][A[A preprocess datasets #4: 56%|█████▌ | 852/1527 [01:29<00:57, 11.69ex/s][A[A[A[A preprocess datasets #3: 54%|█████▎ | 817/1527 [01:29<01:24, 8.38ex/s][A[A[A preprocess datasets #2: 59%|█████▉ | 906/1528 [01:29<01:08, 9.02ex/s][A[A preprocess datasets #1: 59%|█████▊ | 894/1528 [01:29<00:58, 10.86ex/s][A preprocess datasets #0: 56%|█████▌ | 852/1528 [01:29<01:05, 10.27ex/s] preprocess datasets #3: 54%|█████▎ | 818/1527 [01:29<01:25, 8.27ex/s][A[A[A preprocess datasets #4: 56%|█████▌ | 854/1527 [01:29<01:01, 10.89ex/s][A[A[A[A preprocess datasets #1: 59%|█████▊ | 896/1528 [01:29<00:56, 11.15ex/s][A preprocess datasets #2: 59%|█████▉ | 908/1528 [01:29<01:11, 8.68ex/s][A[A preprocess datasets #3: 54%|█████▎ | 820/1527 [01:29<01:19, 8.94ex/s][A[A[A preprocess datasets #0: 56%|█████▌ | 854/1528 [01:29<01:08, 9.80ex/s] preprocess datasets #4: 56%|█████▌ | 856/1527 [01:29<00:59, 11.37ex/s][A[A[A[A preprocess datasets #1: 59%|█████▉ | 899/1528 [01:29<00:47, 13.33ex/s][A preprocess datasets #2: 59%|█████▉ | 909/1528 [01:29<01:11, 8.67ex/s][A[A preprocess datasets #3: 54%|█████▍ | 821/1527 [01:29<01:19, 8.86ex/s][A[A[A preprocess datasets #4: 56%|█████▌ | 858/1527 [01:29<00:57, 11.72ex/s][A[A[A[A preprocess datasets #0: 56%|█████▌ | 856/1528 [01:30<01:05, 10.26ex/s] preprocess datasets #1: 59%|█████▉ | 901/1528 [01:30<00:46, 13.47ex/s][A preprocess datasets #2: 60%|█████▉ | 911/1528 [01:30<01:04, 9.59ex/s][A[A preprocess datasets #3: 54%|█████▍ | 823/1527 [01:30<01:21, 8.63ex/s][A[A[A preprocess datasets #4: 56%|█████▋ | 860/1527 [01:30<00:56, 11.74ex/s][A[A[A[A preprocess datasets #0: 56%|█████▌ | 859/1528 [01:30<00:55, 12.00ex/s] preprocess datasets #2: 60%|█████▉ | 912/1528 [01:30<01:09, 8.86ex/s][A[A preprocess datasets #1: 59%|█████▉ | 903/1528 [01:30<00:52, 11.99ex/s][A preprocess datasets #2: 60%|█████▉ | 913/1528 [01:30<01:11, 8.60ex/s][A[A preprocess datasets #4: 56%|█████▋ | 862/1527 [01:30<00:55, 11.93ex/s][A[A[A[A preprocess datasets #3: 54%|█████▍ | 825/1527 [01:30<01:20, 8.67ex/s][A[A[A preprocess datasets #0: 56%|█████▋ | 861/1528 [01:30<00:59, 11.20ex/s] preprocess datasets #1: 59%|█████▉ | 905/1528 [01:30<00:53, 11.74ex/s][A preprocess datasets #2: 60%|█████▉ | 915/1528 [01:30<01:03, 9.69ex/s][A[A preprocess datasets #4: 57%|█████▋ | 864/1527 [01:30<00:57, 11.58ex/s][A[A[A[A preprocess datasets #3: 54%|█████▍ | 826/1527 [01:30<01:26, 8.13ex/s][A[A[A preprocess datasets #1: 59%|█████▉ | 907/1528 [01:30<00:52, 11.77ex/s][A preprocess datasets #0: 56%|█████▋ | 863/1528 [01:30<01:04, 10.33ex/s] preprocess datasets #2: 60%|█████▉ | 916/1528 [01:30<01:10, 8.64ex/s][A[A preprocess datasets #4: 57%|█████▋ | 866/1527 [01:30<00:57, 11.47ex/s][A[A[A[A preprocess datasets #3: 54%|█████▍ | 827/1527 [01:30<01:36, 7.26ex/s][A[A[A preprocess datasets #1: 59%|█████▉ | 909/1528 [01:30<00:53, 11.54ex/s][A preprocess datasets #0: 57%|█████▋ | 865/1528 [01:30<00:58, 11.32ex/s] preprocess datasets #2: 60%|██████ | 918/1528 [01:30<01:09, 8.77ex/s][A[A preprocess datasets #4: 57%|█████▋ | 868/1527 [01:30<00:58, 11.25ex/s][A[A[A[A preprocess datasets #3: 54%|█████▍ | 829/1527 [01:30<01:31, 7.65ex/s][A[A[A preprocess datasets #1: 60%|█████▉ | 911/1528 [01:31<00:58, 10.53ex/s][A preprocess datasets #0: 57%|█████▋ | 867/1528 [01:31<01:06, 9.90ex/s] preprocess datasets #2: 60%|██████ | 920/1528 [01:31<01:02, 9.78ex/s][A[A preprocess datasets #4: 57%|█████▋ | 870/1527 [01:31<01:00, 10.89ex/s][A[A[A[A preprocess datasets #3: 54%|█████▍ | 831/1527 [01:31<01:24, 8.27ex/s][A[A[A preprocess datasets #1: 60%|█████▉ | 913/1528 [01:31<00:59, 10.34ex/s][A preprocess datasets #2: 60%|██████ | 922/1528 [01:31<01:01, 9.93ex/s][A[A preprocess datasets #0: 57%|█████▋ | 869/1528 [01:31<01:09, 9.54ex/s] preprocess datasets #3: 54%|█████▍ | 832/1527 [01:31<01:22, 8.37ex/s][A[A[A preprocess datasets #4: 57%|█████▋ | 872/1527 [01:31<01:04, 10.21ex/s][A[A[A[A preprocess datasets #2: 60%|██████ | 923/1528 [01:31<01:03, 9.60ex/s][A[A preprocess datasets #1: 60%|█████▉ | 915/1528 [01:31<01:03, 9.64ex/s][A preprocess datasets #4: 57%|█████▋ | 875/1527 [01:31<00:51, 12.62ex/s][A[A[A[A preprocess datasets #2: 60%|██████ | 924/1528 [01:31<01:02, 9.60ex/s][A[A preprocess datasets #3: 55%|█████▍ | 834/1527 [01:31<01:16, 9.12ex/s][A[A[A preprocess datasets #0: 57%|█████▋ | 871/1528 [01:31<01:12, 9.03ex/s] preprocess datasets #2: 61%|██████ | 926/1528 [01:31<00:59, 10.08ex/s][A[A preprocess datasets #3: 55%|█████▍ | 835/1527 [01:31<01:23, 8.28ex/s][A[A[A preprocess datasets #0: 57%|█████▋ | 874/1528 [01:31<00:56, 11.53ex/s] preprocess datasets #1: 60%|██████ | 917/1528 [01:31<01:09, 8.84ex/s][A preprocess datasets #2: 61%|██████ | 927/1528 [01:31<01:04, 9.39ex/s][A[A preprocess datasets #3: 55%|█████▍ | 836/1527 [01:31<01:25, 8.08ex/s][A[A[A preprocess datasets #4: 57%|█████▋ | 877/1527 [01:31<01:07, 9.62ex/s][A[A[A[A preprocess datasets #1: 60%|██████ | 918/1528 [01:31<01:10, 8.67ex/s][A preprocess datasets #0: 57%|█████▋ | 876/1528 [01:31<01:00, 10.82ex/s] preprocess datasets #2: 61%|██████ | 928/1528 [01:31<01:06, 9.08ex/s][A[A preprocess datasets #1: 60%|██████ | 919/1528 [01:32<01:12, 8.42ex/s][A preprocess datasets #4: 58%|█████▊ | 879/1527 [01:31<01:04, 10.02ex/s][A[A[A[A preprocess datasets #3: 55%|█████▍ | 838/1527 [01:31<01:20, 8.53ex/s][A[A[A preprocess datasets #0: 57%|█████▋ | 878/1528 [01:32<00:58, 11.12ex/s] preprocess datasets #2: 61%|██████ | 929/1528 [01:32<01:11, 8.40ex/s][A[A preprocess datasets #3: 55%|█████▍ | 839/1527 [01:32<01:19, 8.68ex/s][A[A[A preprocess datasets #1: 60%|██████ | 921/1528 [01:32<01:05, 9.22ex/s][A preprocess datasets #0: 58%|█████▊ | 880/1528 [01:32<00:52, 12.34ex/s] preprocess datasets #2: 61%|██████ | 930/1528 [01:32<01:11, 8.35ex/s][A[A preprocess datasets #4: 58%|█████▊ | 881/1527 [01:32<01:04, 9.94ex/s][A[A[A[A preprocess datasets #2: 61%|██████ | 931/1528 [01:32<01:09, 8.60ex/s][A[A preprocess datasets #3: 55%|█████▌ | 841/1527 [01:32<01:11, 9.55ex/s][A[A[A preprocess datasets #0: 58%|█████▊ | 882/1528 [01:32<00:54, 11.95ex/s] preprocess datasets #1: 60%|██████ | 923/1528 [01:32<01:06, 9.14ex/s][A preprocess datasets #4: 58%|█████▊ | 883/1527 [01:32<01:07, 9.60ex/s][A[A[A[A preprocess datasets #2: 61%|██████ | 932/1528 [01:32<01:20, 7.42ex/s][A[A preprocess datasets #3: 55%|█████▌ | 843/1527 [01:32<01:14, 9.16ex/s][A[A[A preprocess datasets #0: 58%|█████▊ | 884/1528 [01:32<00:55, 11.66ex/s] preprocess datasets #1: 61%|██████ | 925/1528 [01:32<01:02, 9.58ex/s][A preprocess datasets #2: 61%|██████ | 933/1528 [01:32<01:18, 7.61ex/s][A[A preprocess datasets #4: 58%|█████▊ | 885/1527 [01:32<01:04, 9.94ex/s][A[A[A[A preprocess datasets #3: 55%|█████▌ | 844/1527 [01:32<01:15, 9.07ex/s][A[A[A preprocess datasets #1: 61%|██████ | 927/1528 [01:32<00:58, 10.33ex/s][A preprocess datasets #0: 58%|█████▊ | 886/1528 [01:32<00:58, 11.03ex/s] preprocess datasets #3: 55%|█████▌ | 845/1527 [01:32<01:18, 8.64ex/s][A[A[A preprocess datasets #2: 61%|██████ | 935/1528 [01:32<01:08, 8.65ex/s][A[A preprocess datasets #4: 58%|█████▊ | 887/1527 [01:32<01:02, 10.21ex/s][A[A[A[A preprocess datasets #3: 55%|█████▌ | 846/1527 [01:32<01:17, 8.78ex/s][A[A[A preprocess datasets #2: 61%|██████▏ | 936/1528 [01:32<01:10, 8.43ex/s][A[A preprocess datasets #1: 61%|██████ | 929/1528 [01:32<00:58, 10.26ex/s][A preprocess datasets #0: 58%|█████▊ | 888/1528 [01:32<01:00, 10.53ex/s] preprocess datasets #4: 58%|█████▊ | 889/1527 [01:32<01:02, 10.18ex/s][A[A[A[A preprocess datasets #1: 61%|██████ | 931/1528 [01:33<00:52, 11.42ex/s][A preprocess datasets #0: 58%|█████▊ | 890/1528 [01:33<00:57, 11.00ex/s] preprocess datasets #2: 61%|██████▏ | 938/1528 [01:33<01:06, 8.85ex/s][A[A preprocess datasets #3: 55%|█████▌ | 847/1527 [01:33<01:40, 6.76ex/s][A[A[A preprocess datasets #4: 58%|█████▊ | 891/1527 [01:33<01:03, 9.98ex/s][A[A[A[A preprocess datasets #0: 58%|█████▊ | 892/1528 [01:33<00:54, 11.66ex/s] preprocess datasets #1: 61%|██████ | 933/1528 [01:33<00:53, 11.03ex/s][A preprocess datasets #2: 61%|██████▏ | 939/1528 [01:33<01:15, 7.84ex/s][A[A preprocess datasets #3: 56%|█████▌ | 849/1527 [01:33<01:31, 7.41ex/s][A[A[A preprocess datasets #0: 59%|█████▊ | 894/1528 [01:33<00:48, 13.00ex/s] preprocess datasets #4: 58%|█████▊ | 893/1527 [01:33<01:01, 10.24ex/s][A[A[A[A preprocess datasets #2: 62%|██████▏ | 940/1528 [01:33<01:16, 7.64ex/s][A[A preprocess datasets #1: 61%|██████ | 935/1528 [01:33<00:55, 10.70ex/s][A preprocess datasets #3: 56%|█████▌ | 850/1527 [01:33<01:27, 7.74ex/s][A[A[A preprocess datasets #0: 59%|█████▊ | 896/1528 [01:33<00:47, 13.42ex/s] preprocess datasets #4: 59%|█████▊ | 895/1527 [01:33<00:57, 10.96ex/s][A[A[A[A preprocess datasets #3: 56%|█████▌ | 851/1527 [01:33<01:23, 8.13ex/s][A[A[A preprocess datasets #1: 61%|██████▏ | 937/1528 [01:33<00:50, 11.64ex/s][A preprocess datasets #2: 62%|██████▏ | 942/1528 [01:33<01:10, 8.31ex/s][A[A preprocess datasets #0: 59%|█████▉ | 898/1528 [01:33<00:49, 12.80ex/s] preprocess datasets #3: 56%|█████▌ | 852/1527 [01:33<01:26, 7.84ex/s][A[A[A preprocess datasets #1: 61%|██████▏ | 939/1528 [01:33<00:48, 12.20ex/s][A preprocess datasets #4: 59%|█████▊ | 897/1527 [01:33<01:02, 10.02ex/s][A[A[A[A preprocess datasets #2: 62%|██████▏ | 943/1528 [01:33<01:12, 8.03ex/s][A[A preprocess datasets #3: 56%|█████▌ | 853/1527 [01:33<01:21, 8.24ex/s][A[A[A preprocess datasets #0: 59%|█████▉ | 900/1528 [01:33<00:48, 12.96ex/s] preprocess datasets #1: 62%|██████▏ | 941/1528 [01:33<00:51, 11.36ex/s][A preprocess datasets #4: 59%|█████▉ | 899/1527 [01:33<01:02, 10.12ex/s][A[A[A[A preprocess datasets #3: 56%|█████▌ | 855/1527 [01:33<01:14, 8.99ex/s][A[A[A preprocess datasets #2: 62%|██████▏ | 945/1528 [01:34<01:11, 8.11ex/s][A[A preprocess datasets #0: 59%|█████▉ | 902/1528 [01:34<00:53, 11.68ex/s] preprocess datasets #3: 56%|█████▌ | 856/1527 [01:34<01:20, 8.36ex/s][A[A[A preprocess datasets #4: 59%|█████▉ | 901/1527 [01:34<01:02, 9.99ex/s][A[A[A[A preprocess datasets #2: 62%|██████▏ | 946/1528 [01:34<01:15, 7.75ex/s][A[A preprocess datasets #0: 59%|█████▉ | 904/1528 [01:34<00:54, 11.46ex/s] preprocess datasets #1: 62%|██████▏ | 943/1528 [01:34<01:01, 9.54ex/s][A preprocess datasets #1: 62%|██████▏ | 945/1528 [01:34<00:53, 10.81ex/s][A preprocess datasets #2: 62%|██████▏ | 948/1528 [01:34<01:05, 8.81ex/s][A[A preprocess datasets #0: 59%|█████▉ | 906/1528 [01:34<00:53, 11.72ex/s] preprocess datasets #4: 59%|█████▉ | 903/1527 [01:34<01:04, 9.66ex/s][A[A[A[A preprocess datasets #2: 62%|██████▏ | 949/1528 [01:34<01:04, 9.03ex/s][A[A preprocess datasets #3: 56%|█████▌ | 857/1527 [01:34<01:51, 6.01ex/s][A[A[A preprocess datasets #4: 59%|█████▉ | 905/1527 [01:34<00:59, 10.48ex/s][A[A[A[A preprocess datasets #0: 59%|█████▉ | 908/1528 [01:34<00:52, 11.77ex/s] preprocess datasets #2: 62%|██████▏ | 950/1528 [01:34<01:04, 9.02ex/s][A[A preprocess datasets #3: 56%|█████▌ | 858/1527 [01:34<01:40, 6.63ex/s][A[A[A preprocess datasets #1: 62%|██████▏ | 947/1528 [01:34<01:05, 8.93ex/s][A preprocess datasets #0: 60%|█████▉ | 910/1528 [01:34<00:48, 12.78ex/s] preprocess datasets #2: 62%|██████▏ | 951/1528 [01:34<01:05, 8.80ex/s][A[A preprocess datasets #4: 59%|█████▉ | 907/1527 [01:34<00:58, 10.61ex/s][A[A[A[A preprocess datasets #3: 56%|█████▋ | 860/1527 [01:34<01:29, 7.45ex/s][A[A[A preprocess datasets #0: 60%|█████▉ | 912/1528 [01:34<00:50, 12.14ex/s] preprocess datasets #2: 62%|██████▏ | 953/1528 [01:34<00:59, 9.74ex/s][A[A preprocess datasets #4: 60%|█████▉ | 909/1527 [01:34<01:00, 10.27ex/s][A[A[A[A preprocess datasets #1: 62%|██████▏ | 949/1528 [01:34<01:08, 8.45ex/s][A preprocess datasets #3: 56%|█████▋ | 861/1527 [01:34<01:32, 7.24ex/s][A[A[A preprocess datasets #2: 62%|██████▏ | 954/1528 [01:34<01:01, 9.33ex/s][A[A preprocess datasets #0: 60%|█████▉ | 914/1528 [01:35<00:49, 12.45ex/s] preprocess datasets #3: 56%|█████▋ | 862/1527 [01:35<01:29, 7.45ex/s][A[A[A preprocess datasets #1: 62%|██████▏ | 951/1528 [01:35<01:02, 9.26ex/s][A preprocess datasets #2: 62%|██████▎ | 955/1528 [01:35<01:03, 9.08ex/s][A[A preprocess datasets #4: 60%|█████▉ | 911/1527 [01:35<00:59, 10.40ex/s][A[A[A[A preprocess datasets #3: 57%|█████▋ | 863/1527 [01:35<01:25, 7.76ex/s][A[A[A preprocess datasets #0: 60%|█████▉ | 916/1528 [01:35<00:53, 11.37ex/s] preprocess datasets #2: 63%|██████▎ | 956/1528 [01:35<01:08, 8.39ex/s][A[A preprocess datasets #3: 57%|█████▋ | 864/1527 [01:35<01:28, 7.53ex/s][A[A[A preprocess datasets #4: 60%|█████▉ | 913/1527 [01:35<01:05, 9.45ex/s][A[A[A[A preprocess datasets #0: 60%|██████ | 918/1528 [01:35<00:52, 11.66ex/s] preprocess datasets #1: 62%|██████▏ | 953/1528 [01:35<01:07, 8.47ex/s][A preprocess datasets #2: 63%|██████▎ | 958/1528 [01:35<00:59, 9.61ex/s][A[A preprocess datasets #3: 57%|█████▋ | 865/1527 [01:35<01:36, 6.83ex/s][A[A[A preprocess datasets #4: 60%|█████▉ | 915/1527 [01:35<00:59, 10.36ex/s][A[A[A[A preprocess datasets #1: 62%|██████▏ | 954/1528 [01:35<01:10, 8.18ex/s][A preprocess datasets #0: 60%|██████ | 920/1528 [01:35<00:51, 11.81ex/s] preprocess datasets #2: 63%|██████▎ | 960/1528 [01:35<00:54, 10.36ex/s][A[A preprocess datasets #3: 57%|█████▋ | 866/1527 [01:35<01:28, 7.46ex/s][A[A[A preprocess datasets #1: 62%|██████▎ | 955/1528 [01:35<01:09, 8.26ex/s][A preprocess datasets #4: 60%|██████ | 917/1527 [01:35<00:56, 10.88ex/s][A[A[A[A preprocess datasets #0: 60%|██████ | 922/1528 [01:35<00:52, 11.55ex/s] preprocess datasets #3: 57%|█████▋ | 867/1527 [01:35<01:28, 7.43ex/s][A[A[A preprocess datasets #2: 63%|██████▎ | 962/1528 [01:35<00:54, 10.30ex/s][A[A preprocess datasets #1: 63%|██████▎ | 957/1528 [01:35<01:03, 8.98ex/s][A preprocess datasets #4: 60%|██████ | 919/1527 [01:35<00:55, 10.90ex/s][A[A[A[A preprocess datasets #2: 63%|██████▎ | 964/1528 [01:35<00:48, 11.54ex/s][A[A preprocess datasets #0: 60%|██████ | 924/1528 [01:35<00:54, 11.00ex/s] preprocess datasets #3: 57%|█████▋ | 869/1527 [01:35<01:18, 8.42ex/s][A[A[A preprocess datasets #1: 63%|██████▎ | 959/1528 [01:36<00:56, 10.00ex/s][A preprocess datasets #4: 60%|██████ | 921/1527 [01:36<00:57, 10.53ex/s][A[A[A[A preprocess datasets #0: 61%|██████ | 926/1528 [01:36<00:53, 11.27ex/s] preprocess datasets #1: 63%|██████▎ | 961/1528 [01:36<00:49, 11.54ex/s][A preprocess datasets #2: 63%|██████▎ | 966/1528 [01:36<00:51, 10.83ex/s][A[A preprocess datasets #3: 57%|█████▋ | 871/1527 [01:36<01:13, 8.95ex/s][A[A[A preprocess datasets #0: 61%|██████ | 928/1528 [01:36<00:52, 11.43ex/s] preprocess datasets #1: 63%|██████▎ | 963/1528 [01:36<00:50, 11.09ex/s][A preprocess datasets #3: 57%|█████▋ | 873/1527 [01:36<01:04, 10.09ex/s][A[A[A preprocess datasets #4: 60%|██████ | 923/1527 [01:36<01:02, 9.69ex/s][A[A[A[A preprocess datasets #2: 63%|██████▎ | 968/1528 [01:36<00:55, 10.09ex/s][A[A preprocess datasets #0: 61%|██████ | 930/1528 [01:36<00:48, 12.43ex/s] preprocess datasets #3: 57%|█████▋ | 875/1527 [01:36<01:01, 10.67ex/s][A[A[A preprocess datasets #4: 61%|██████ | 925/1527 [01:36<00:58, 10.26ex/s][A[A[A[A preprocess datasets #1: 63%|██████▎ | 965/1528 [01:36<00:51, 10.91ex/s][A preprocess datasets #2: 63%|██████▎ | 970/1528 [01:36<00:55, 10.05ex/s][A[A preprocess datasets #0: 61%|██████ | 932/1528 [01:36<00:53, 11.22ex/s] preprocess datasets #4: 61%|██████ | 927/1527 [01:36<00:55, 10.91ex/s][A[A[A[A preprocess datasets #3: 57%|█████▋ | 877/1527 [01:36<01:00, 10.78ex/s][A[A[A preprocess datasets #2: 64%|██████▎ | 972/1528 [01:36<00:48, 11.44ex/s][A[A preprocess datasets #1: 63%|██████▎ | 967/1528 [01:36<00:54, 10.28ex/s][A preprocess datasets #0: 61%|██████ | 934/1528 [01:36<00:52, 11.39ex/s] preprocess datasets #3: 58%|█████▊ | 879/1527 [01:36<01:01, 10.61ex/s][A[A[A preprocess datasets #2: 64%|██████▎ | 974/1528 [01:36<00:49, 11.20ex/s][A[A preprocess datasets #4: 61%|██████ | 929/1527 [01:36<00:58, 10.20ex/s][A[A[A[A preprocess datasets #1: 63%|██████▎ | 970/1528 [01:36<00:48, 11.52ex/s][A preprocess datasets #0: 61%|██████▏ | 936/1528 [01:37<00:54, 10.91ex/s] preprocess datasets #2: 64%|██████▍ | 976/1528 [01:37<00:51, 10.81ex/s][A[A preprocess datasets #3: 58%|█████▊ | 881/1527 [01:37<01:04, 10.01ex/s][A[A[A preprocess datasets #4: 61%|██████ | 931/1527 [01:37<01:00, 9.79ex/s][A[A[A[A preprocess datasets #1: 64%|██████▎ | 972/1528 [01:37<00:57, 9.68ex/s][A preprocess datasets #3: 58%|█████▊ | 883/1527 [01:37<01:03, 10.12ex/s][A[A[A preprocess datasets #2: 64%|██████▍ | 978/1528 [01:37<00:53, 10.21ex/s][A[A preprocess datasets #4: 61%|██████ | 933/1527 [01:37<00:59, 10.02ex/s][A[A[A[A preprocess datasets #0: 61%|██████▏ | 938/1528 [01:37<01:06, 8.89ex/s] preprocess datasets #4: 61%|██████ | 935/1527 [01:37<00:50, 11.73ex/s][A[A[A[A preprocess datasets #0: 61%|██████▏ | 939/1528 [01:37<01:05, 9.05ex/s] preprocess datasets #1: 64%|██████▎ | 974/1528 [01:37<00:59, 9.38ex/s][A preprocess datasets #2: 64%|██████▍ | 980/1528 [01:37<00:52, 10.49ex/s][A[A preprocess datasets #3: 58%|█████▊ | 885/1527 [01:37<01:07, 9.46ex/s][A[A[A preprocess datasets #0: 62%|██████▏ | 941/1528 [01:37<00:57, 10.13ex/s] preprocess datasets #1: 64%|██████▍ | 975/1528 [01:37<01:05, 8.39ex/s][A preprocess datasets #4: 61%|██████▏ | 937/1527 [01:37<00:57, 10.27ex/s][A[A[A[A preprocess datasets #3: 58%|█████▊ | 887/1527 [01:37<01:00, 10.51ex/s][A[A[A preprocess datasets #2: 64%|██████▍ | 982/1528 [01:37<00:52, 10.40ex/s][A[A preprocess datasets #1: 64%|██████▍ | 976/1528 [01:37<01:04, 8.55ex/s][A preprocess datasets #0: 62%|██████▏ | 943/1528 [01:37<00:59, 9.78ex/s] preprocess datasets #2: 64%|██████▍ | 984/1528 [01:37<00:47, 11.38ex/s][A[A preprocess datasets #1: 64%|██████▍ | 977/1528 [01:37<01:04, 8.50ex/s][A preprocess datasets #3: 58%|█████▊ | 889/1527 [01:37<01:11, 8.89ex/s][A[A[A preprocess datasets #0: 62%|██████▏ | 945/1528 [01:38<00:57, 10.12ex/s] preprocess datasets #4: 61%|██████▏ | 939/1527 [01:37<01:10, 8.35ex/s][A[A[A[A preprocess datasets #2: 65%|██████▍ | 986/1528 [01:38<00:52, 10.25ex/s][A[A preprocess datasets #1: 64%|██████▍ | 979/1528 [01:38<01:00, 9.02ex/s][A preprocess datasets #0: 62%|██████▏ | 947/1528 [01:38<00:53, 10.81ex/s] preprocess datasets #3: 58%|█████▊ | 891/1527 [01:38<01:07, 9.39ex/s][A[A[A preprocess datasets #4: 62%|██████▏ | 941/1527 [01:38<01:04, 9.07ex/s][A[A[A[A preprocess datasets #2: 65%|██████▍ | 988/1528 [01:38<00:47, 11.34ex/s][A[A preprocess datasets #1: 64%|██████▍ | 981/1528 [01:38<00:56, 9.72ex/s][A preprocess datasets #0: 62%|██████▏ | 949/1528 [01:38<00:52, 11.09ex/s] preprocess datasets #3: 58%|█████▊ | 893/1527 [01:38<01:05, 9.72ex/s][A[A[A preprocess datasets #2: 65%|██████▍ | 990/1528 [01:38<00:48, 11.18ex/s][A[A preprocess datasets #1: 64%|██████▍ | 982/1528 [01:38<00:58, 9.37ex/s][A preprocess datasets #4: 62%|██████▏ | 943/1527 [01:38<01:05, 8.89ex/s][A[A[A[A preprocess datasets #0: 62%|██████▏ | 951/1528 [01:38<00:51, 11.15ex/s] preprocess datasets #1: 64%|██████▍ | 983/1528 [01:38<00:58, 9.32ex/s][A preprocess datasets #2: 65%|██████▍ | 992/1528 [01:38<00:43, 12.31ex/s][A[A preprocess datasets #3: 59%|█████▊ | 895/1527 [01:38<01:06, 9.51ex/s][A[A[A preprocess datasets #4: 62%|██████▏ | 945/1527 [01:38<01:01, 9.45ex/s][A[A[A[A preprocess datasets #1: 64%|██████▍ | 984/1528 [01:38<01:01, 8.80ex/s][A preprocess datasets #2: 65%|██████▌ | 994/1528 [01:38<00:43, 12.28ex/s][A[A preprocess datasets #0: 62%|██████▏ | 953/1528 [01:38<00:56, 10.21ex/s] preprocess datasets #3: 59%|█████▊ | 897/1527 [01:38<01:02, 10.16ex/s][A[A[A preprocess datasets #1: 64%|██████▍ | 985/1528 [01:38<01:14, 7.32ex/s][A preprocess datasets #2: 65%|██████▌ | 996/1528 [01:38<00:44, 11.86ex/s][A[A preprocess datasets #4: 62%|██████▏ | 947/1527 [01:38<01:07, 8.57ex/s][A[A[A[A preprocess datasets #3: 59%|█████▉ | 899/1527 [01:38<00:57, 11.01ex/s][A[A[A preprocess datasets #0: 62%|██████▎ | 955/1528 [01:38<00:55, 10.41ex/s] preprocess datasets #1: 65%|██████▍ | 986/1528 [01:38<01:14, 7.31ex/s][A preprocess datasets #2: 65%|██████▌ | 998/1528 [01:39<00:45, 11.62ex/s][A[A preprocess datasets #4: 62%|██████▏ | 948/1527 [01:39<01:13, 7.88ex/s][A[A[A[A preprocess datasets #3: 59%|█████▉ | 901/1527 [01:39<00:56, 11.06ex/s][A[A[A preprocess datasets #0: 63%|██████▎ | 957/1528 [01:39<00:52, 10.86ex/s] preprocess datasets #1: 65%|██████▍ | 987/1528 [01:39<01:23, 6.52ex/s][A preprocess datasets #4: 62%|██████▏ | 949/1527 [01:39<01:17, 7.46ex/s][A[A[A[A preprocess datasets #0: 63%|██████▎ | 959/1528 [01:39<00:52, 10.83ex/s] preprocess datasets #1: 65%|██████▍ | 988/1528 [01:39<01:17, 6.99ex/s][A preprocess datasets #4: 62%|██████▏ | 950/1527 [01:39<01:13, 7.81ex/s][A[A[A[A preprocess datasets #3: 59%|█████▉ | 903/1527 [01:39<01:04, 9.67ex/s][A[A[A preprocess datasets #0: 63%|██████▎ | 961/1528 [01:39<00:50, 11.33ex/s] preprocess datasets #1: 65%|██████▍ | 989/1528 [01:39<01:17, 6.96ex/s][A preprocess datasets #4: 62%|██████▏ | 951/1527 [01:39<01:10, 8.21ex/s][A[A[A[A preprocess datasets #3: 59%|█████▉ | 905/1527 [01:39<00:54, 11.38ex/s][A[A[A preprocess datasets #0: 63%|██████▎ | 963/1528 [01:39<00:47, 11.93ex/s] preprocess datasets #1: 65%|██████▍ | 990/1528 [01:39<01:20, 6.69ex/s][A preprocess datasets #4: 62%|██████▏ | 953/1527 [01:39<01:11, 8.04ex/s][A[A[A[A preprocess datasets #3: 59%|█████▉ | 907/1527 [01:39<01:02, 9.99ex/s][A[A[A preprocess datasets #1: 65%|██████▍ | 992/1528 [01:39<00:59, 9.06ex/s][A preprocess datasets #0: 63%|██████▎ | 965/1528 [01:39<00:48, 11.55ex/s] preprocess datasets #4: 63%|██████▎ | 955/1527 [01:39<00:57, 9.90ex/s][A[A[A[A preprocess datasets #3: 60%|█████▉ | 909/1527 [01:39<00:56, 10.97ex/s][A[A[A preprocess datasets #0: 63%|██████▎ | 967/1528 [01:39<00:46, 11.96ex/s] preprocess datasets #2: 65%|██████▌ | 1000/1528 [01:39<01:43, 5.09ex/s][A[A preprocess datasets #1: 65%|██████▌ | 994/1528 [01:39<01:04, 8.31ex/s][A preprocess datasets #4: 63%|██████▎ | 957/1527 [01:39<00:55, 10.19ex/s][A[A[A[A preprocess datasets #3: 60%|█████▉ | 911/1527 [01:39<00:55, 11.07ex/s][A[A[A preprocess datasets #2: 66%|██████▌ | 1001/1528 [01:40<01:37, 5.43ex/s][A[A preprocess datasets #0: 63%|██████▎ | 969/1528 [01:40<00:47, 11.89ex/s] preprocess datasets #1: 65%|██████▌ | 995/1528 [01:40<01:07, 7.89ex/s][A preprocess datasets #3: 60%|█████▉ | 914/1527 [01:40<00:44, 13.90ex/s][A[A[A preprocess datasets #2: 66%|██████▌ | 1003/1528 [01:40<01:15, 6.99ex/s][A[A preprocess datasets #0: 64%|██████▎ | 971/1528 [01:40<00:42, 12.99ex/s] preprocess datasets #4: 63%|██████▎ | 959/1527 [01:40<00:59, 9.50ex/s][A[A[A[A preprocess datasets #1: 65%|██████▌ | 996/1528 [01:40<01:05, 8.10ex/s][A preprocess datasets #3: 60%|█████▉ | 916/1527 [01:40<00:47, 12.85ex/s][A[A[A preprocess datasets #0: 64%|██████▎ | 973/1528 [01:40<00:44, 12.54ex/s] preprocess datasets #1: 65%|██████▌ | 997/1528 [01:40<01:06, 8.02ex/s][A preprocess datasets #2: 66%|██████▌ | 1005/1528 [01:40<01:10, 7.44ex/s][A[A preprocess datasets #1: 65%|██████▌ | 998/1528 [01:40<01:04, 8.23ex/s][A preprocess datasets #4: 63%|██████▎ | 961/1527 [01:40<01:04, 8.83ex/s][A[A[A[A preprocess datasets #2: 66%|██████▌ | 1007/1528 [01:40<00:57, 9.02ex/s][A[A preprocess datasets #3: 60%|██████ | 918/1527 [01:40<00:54, 11.26ex/s][A[A[A preprocess datasets #0: 64%|██████▍ | 975/1528 [01:40<00:48, 11.46ex/s] preprocess datasets #1: 65%|██████▌ | 999/1528 [01:40<01:01, 8.56ex/s][A preprocess datasets #4: 63%|██████▎ | 962/1527 [01:40<01:07, 8.38ex/s][A[A[A[A preprocess datasets #3: 60%|██████ | 920/1527 [01:40<00:49, 12.18ex/s][A[A[A preprocess datasets #2: 66%|██████▌ | 1009/1528 [01:40<00:53, 9.62ex/s][A[A preprocess datasets #0: 64%|██████▍ | 977/1528 [01:40<00:49, 11.04ex/s] preprocess datasets #4: 63%|██████▎ | 964/1527 [01:40<01:04, 8.80ex/s][A[A[A[A preprocess datasets #2: 66%|██████▌ | 1011/1528 [01:40<00:48, 10.62ex/s][A[A preprocess datasets #3: 60%|██████ | 922/1527 [01:40<00:50, 11.94ex/s][A[A[A preprocess datasets #0: 64%|██████▍ | 979/1528 [01:40<00:47, 11.52ex/s] preprocess datasets #4: 63%|██████▎ | 965/1527 [01:40<01:07, 8.29ex/s][A[A[A[A preprocess datasets #3: 61%|██████ | 924/1527 [01:40<00:50, 11.90ex/s][A[A[A preprocess datasets #2: 66%|██████▋ | 1013/1528 [01:41<00:51, 10.00ex/s][A[A preprocess datasets #4: 63%|██████▎ | 966/1527 [01:41<01:05, 8.58ex/s][A[A[A[A preprocess datasets #0: 64%|██████▍ | 981/1528 [01:41<00:50, 10.91ex/s] preprocess datasets #3: 61%|██████ | 926/1527 [01:41<00:47, 12.65ex/s][A[A[A preprocess datasets #4: 63%|██████▎ | 967/1527 [01:41<01:03, 8.79ex/s][A[A[A[A preprocess datasets #2: 66%|██████▋ | 1015/1528 [01:41<00:45, 11.28ex/s][A[A preprocess datasets #0: 64%|██████▍ | 983/1528 [01:41<00:51, 10.68ex/s] preprocess datasets #4: 63%|██████▎ | 968/1527 [01:41<01:10, 7.90ex/s][A[A[A[A preprocess datasets #2: 67%|██████▋ | 1017/1528 [01:41<00:44, 11.57ex/s][A[A preprocess datasets #3: 61%|██████ | 928/1527 [01:41<00:51, 11.54ex/s][A[A[A preprocess datasets #1: 65%|██████▌ | 1000/1528 [01:41<02:52, 3.06ex/s][A preprocess datasets #0: 64%|██████▍ | 985/1528 [01:41<00:47, 11.51ex/s] preprocess datasets #4: 63%|██████▎ | 969/1527 [01:41<01:12, 7.74ex/s][A[A[A[A preprocess datasets #2: 67%|██████▋ | 1020/1528 [01:41<00:39, 12.71ex/s][A[A preprocess datasets #3: 61%|██████ | 930/1527 [01:41<00:55, 10.79ex/s][A[A[A preprocess datasets #1: 66%|██████▌ | 1002/1528 [01:41<01:54, 4.61ex/s][A preprocess datasets #0: 65%|██████▍ | 987/1528 [01:41<00:50, 10.73ex/s] preprocess datasets #4: 64%|██████▎ | 971/1527 [01:41<01:04, 8.56ex/s][A[A[A[A preprocess datasets #1: 66%|██████▌ | 1003/1528 [01:41<01:40, 5.21ex/s][A preprocess datasets #2: 67%|██████▋ | 1022/1528 [01:41<00:43, 11.70ex/s][A[A preprocess datasets #3: 61%|██████ | 932/1527 [01:41<00:57, 10.40ex/s][A[A[A preprocess datasets #4: 64%|██████▎ | 972/1527 [01:41<01:05, 8.51ex/s][A[A[A[A preprocess datasets #0: 65%|██████▍ | 989/1528 [01:41<00:47, 11.32ex/s] preprocess datasets #1: 66%|██████▌ | 1004/1528 [01:41<01:34, 5.57ex/s][A preprocess datasets #2: 67%|██████▋ | 1024/1528 [01:41<00:43, 11.68ex/s][A[A preprocess datasets #0: 65%|██████▍ | 991/1528 [01:41<00:43, 12.31ex/s] preprocess datasets #4: 64%|██████▍ | 974/1527 [01:41<00:56, 9.84ex/s][A[A[A[A preprocess datasets #3: 61%|██████ | 934/1527 [01:41<00:55, 10.61ex/s][A[A[A preprocess datasets #1: 66%|██████▌ | 1005/1528 [01:42<01:31, 5.75ex/s][A preprocess datasets #2: 67%|██████▋ | 1026/1528 [01:42<00:39, 12.59ex/s][A[A preprocess datasets #4: 64%|██████▍ | 975/1527 [01:42<01:00, 9.15ex/s][A[A[A[A preprocess datasets #3: 61%|██████▏ | 936/1527 [01:42<00:54, 10.89ex/s][A[A[A preprocess datasets #0: 65%|██████▍ | 993/1528 [01:42<00:47, 11.16ex/s] preprocess datasets #4: 64%|██████▍ | 977/1527 [01:42<00:48, 11.29ex/s][A[A[A[A preprocess datasets #1: 66%|██████▌ | 1007/1528 [01:42<01:14, 6.98ex/s][A preprocess datasets #0: 65%|██████▌ | 995/1528 [01:42<00:44, 11.90ex/s] preprocess datasets #1: 66%|██████▌ | 1008/1528 [01:42<01:09, 7.51ex/s][A preprocess datasets #2: 67%|██████▋ | 1028/1528 [01:42<00:49, 10.08ex/s][A[A preprocess datasets #3: 61%|██████▏ | 938/1527 [01:42<01:00, 9.76ex/s][A[A[A preprocess datasets #4: 64%|██████▍ | 979/1527 [01:42<00:51, 10.70ex/s][A[A[A[A preprocess datasets #1: 66%|██████▌ | 1010/1528 [01:42<00:59, 8.71ex/s][A preprocess datasets #2: 67%|██████▋ | 1030/1528 [01:42<00:48, 10.30ex/s][A[A preprocess datasets #3: 62%|██████▏ | 940/1527 [01:42<00:55, 10.61ex/s][A[A[A preprocess datasets #0: 65%|██████▌ | 997/1528 [01:42<00:49, 10.65ex/s] preprocess datasets #4: 64%|██████▍ | 981/1527 [01:42<00:50, 10.73ex/s][A[A[A[A preprocess datasets #2: 68%|██████▊ | 1032/1528 [01:42<00:47, 10.50ex/s][A[A preprocess datasets #1: 66%|██████▌ | 1012/1528 [01:42<00:59, 8.70ex/s][A preprocess datasets #0: 65%|██████▌ | 999/1528 [01:42<00:49, 10.64ex/s] preprocess datasets #4: 64%|██████▍ | 983/1527 [01:42<00:48, 11.26ex/s][A[A[A[A preprocess datasets #3: 62%|██████▏ | 942/1527 [01:42<00:57, 10.11ex/s][A[A[A preprocess datasets #2: 68%|██████▊ | 1034/1528 [01:42<00:45, 10.76ex/s][A[A preprocess datasets #4: 65%|██████▍ | 985/1527 [01:42<00:45, 11.91ex/s][A[A[A[A preprocess datasets #3: 62%|██████▏ | 944/1527 [01:42<00:53, 10.94ex/s][A[A[A preprocess datasets #1: 66%|██████▋ | 1014/1528 [01:42<00:56, 9.06ex/s][A preprocess datasets #2: 68%|██████▊ | 1036/1528 [01:43<00:43, 11.21ex/s][A[A preprocess datasets #1: 66%|██████▋ | 1015/1528 [01:43<00:59, 8.68ex/s][A preprocess datasets #4: 65%|██████▍ | 987/1527 [01:43<00:47, 11.40ex/s][A[A[A[A preprocess datasets #3: 62%|██████▏ | 946/1527 [01:43<00:56, 10.28ex/s][A[A[A preprocess datasets #1: 66%|██████▋ | 1016/1528 [01:43<00:57, 8.85ex/s][A preprocess datasets #2: 68%|██████▊ | 1038/1528 [01:43<00:43, 11.23ex/s][A[A preprocess datasets #3: 62%|██████▏ | 949/1527 [01:43<00:45, 12.71ex/s][A[A[A preprocess datasets #1: 67%|██████▋ | 1017/1528 [01:43<00:58, 8.77ex/s][A preprocess datasets #4: 65%|██████▍ | 989/1527 [01:43<00:51, 10.43ex/s][A[A[A[A preprocess datasets #1: 67%|██████▋ | 1018/1528 [01:43<00:58, 8.76ex/s][A preprocess datasets #2: 68%|██████▊ | 1040/1528 [01:43<00:43, 11.27ex/s][A[A preprocess datasets #3: 62%|██████▏ | 951/1527 [01:43<00:44, 12.91ex/s][A[A[A preprocess datasets #2: 68%|██████▊ | 1042/1528 [01:43<00:41, 11.77ex/s][A[A preprocess datasets #3: 62%|██████▏ | 953/1527 [01:43<00:45, 12.74ex/s][A[A[A preprocess datasets #4: 65%|██████▍ | 991/1527 [01:43<00:58, 9.15ex/s][A[A[A[A preprocess datasets #1: 67%|██████▋ | 1020/1528 [01:43<00:55, 9.12ex/s][A preprocess datasets #1: 67%|██████▋ | 1021/1528 [01:43<00:58, 8.67ex/s][A preprocess datasets #4: 65%|██████▍ | 992/1527 [01:43<01:03, 8.40ex/s][A[A[A[A preprocess datasets #3: 63%|██████▎ | 955/1527 [01:43<00:48, 11.79ex/s][A[A[A preprocess datasets #0: 66%|██████▌ | 1001/1528 [01:43<02:00, 4.38ex/s] preprocess datasets #2: 68%|██████▊ | 1044/1528 [01:43<00:49, 9.76ex/s][A[A preprocess datasets #1: 67%|██████▋ | 1022/1528 [01:43<00:57, 8.76ex/s][A preprocess datasets #0: 66%|██████▌ | 1002/1528 [01:43<01:48, 4.83ex/s] preprocess datasets #4: 65%|██████▌ | 994/1527 [01:43<01:01, 8.69ex/s][A[A[A[A preprocess datasets #1: 67%|██████▋ | 1023/1528 [01:44<00:59, 8.48ex/s][A preprocess datasets #3: 63%|██████▎ | 957/1527 [01:43<00:51, 11.01ex/s][A[A[A preprocess datasets #2: 68%|██████▊ | 1046/1528 [01:44<00:46, 10.35ex/s][A[A preprocess datasets #0: 66%|██████▌ | 1004/1528 [01:44<01:25, 6.10ex/s] preprocess datasets #4: 65%|██████▌ | 995/1527 [01:44<01:00, 8.80ex/s][A[A[A[A preprocess datasets #1: 67%|██████▋ | 1025/1528 [01:44<00:52, 9.52ex/s][A preprocess datasets #0: 66%|██████▌ | 1005/1528 [01:44<01:19, 6.55ex/s] preprocess datasets #3: 63%|██████▎ | 959/1527 [01:44<00:53, 10.72ex/s][A[A[A preprocess datasets #2: 69%|██████▊ | 1048/1528 [01:44<00:46, 10.40ex/s][A[A preprocess datasets #4: 65%|██████▌ | 997/1527 [01:44<00:53, 9.84ex/s][A[A[A[A preprocess datasets #0: 66%|██████▌ | 1006/1528 [01:44<01:14, 6.99ex/s] preprocess datasets #1: 67%|██████▋ | 1026/1528 [01:44<00:58, 8.61ex/s][A preprocess datasets #3: 63%|██████▎ | 961/1527 [01:44<00:50, 11.15ex/s][A[A[A preprocess datasets #4: 65%|██████▌ | 999/1527 [01:44<00:47, 11.07ex/s][A[A[A[A preprocess datasets #1: 67%|██████▋ | 1027/1528 [01:44<00:58, 8.58ex/s][A preprocess datasets #0: 66%|██████▌ | 1007/1528 [01:44<01:15, 6.88ex/s] preprocess datasets #2: 69%|██████▊ | 1050/1528 [01:44<00:50, 9.47ex/s][A[A preprocess datasets #3: 63%|██████▎ | 963/1527 [01:44<00:49, 11.38ex/s][A[A[A preprocess datasets #0: 66%|██████▌ | 1009/1528 [01:44<01:02, 8.36ex/s] preprocess datasets #2: 69%|██████▉ | 1052/1528 [01:44<00:47, 9.93ex/s][A[A preprocess datasets #1: 67%|██████▋ | 1029/1528 [01:44<00:56, 8.86ex/s][A preprocess datasets #3: 63%|██████▎ | 965/1527 [01:44<00:44, 12.68ex/s][A[A[A preprocess datasets #1: 67%|██████▋ | 1030/1528 [01:44<00:56, 8.80ex/s][A preprocess datasets #3: 63%|██████▎ | 967/1527 [01:44<00:43, 12.87ex/s][A[A[A preprocess datasets #0: 66%|██████▌ | 1011/1528 [01:44<00:57, 9.00ex/s] preprocess datasets #2: 69%|██████▉ | 1054/1528 [01:44<00:46, 10.20ex/s][A[A preprocess datasets #0: 66%|██████▌ | 1012/1528 [01:44<00:57, 8.95ex/s] preprocess datasets #1: 68%|██████▊ | 1032/1528 [01:44<00:51, 9.62ex/s][A preprocess datasets #3: 63%|██████▎ | 969/1527 [01:44<00:44, 12.63ex/s][A[A[A preprocess datasets #2: 69%|██████▉ | 1056/1528 [01:44<00:44, 10.62ex/s][A[A preprocess datasets #0: 66%|██████▋ | 1013/1528 [01:45<00:57, 8.99ex/s] preprocess datasets #3: 64%|██████▎ | 971/1527 [01:45<00:40, 13.70ex/s][A[A[A preprocess datasets #1: 68%|██████▊ | 1034/1528 [01:45<00:49, 10.04ex/s][A preprocess datasets #2: 69%|██████▉ | 1058/1528 [01:45<00:40, 11.50ex/s][A[A preprocess datasets #0: 66%|██████▋ | 1015/1528 [01:45<00:52, 9.73ex/s] preprocess datasets #3: 64%|██████▎ | 973/1527 [01:45<00:43, 12.71ex/s][A[A[A preprocess datasets #1: 68%|██████▊ | 1035/1528 [01:45<00:55, 8.90ex/s][A preprocess datasets #2: 69%|██████▉ | 1060/1528 [01:45<00:41, 11.15ex/s][A[A preprocess datasets #0: 66%|██████▋ | 1016/1528 [01:45<00:57, 8.89ex/s] preprocess datasets #1: 68%|██████▊ | 1036/1528 [01:45<00:54, 9.10ex/s][A preprocess datasets #3: 64%|██████▍ | 975/1527 [01:45<00:41, 13.17ex/s][A[A[A preprocess datasets #0: 67%|██████▋ | 1018/1528 [01:45<00:52, 9.70ex/s] preprocess datasets #2: 70%|██████▉ | 1062/1528 [01:45<00:43, 10.65ex/s][A[A preprocess datasets #1: 68%|██████▊ | 1038/1528 [01:45<00:47, 10.41ex/s][A preprocess datasets #3: 64%|██████▍ | 977/1527 [01:45<00:41, 13.14ex/s][A[A[A preprocess datasets #2: 70%|██████▉ | 1064/1528 [01:45<00:43, 10.62ex/s][A[A preprocess datasets #0: 67%|██████▋ | 1020/1528 [01:45<00:51, 9.83ex/s] preprocess datasets #1: 68%|██████▊ | 1040/1528 [01:45<00:47, 10.22ex/s][A preprocess datasets #3: 64%|██████▍ | 979/1527 [01:45<00:44, 12.21ex/s][A[A[A preprocess datasets #2: 70%|██████▉ | 1066/1528 [01:45<00:37, 12.21ex/s][A[A preprocess datasets #0: 67%|██████▋ | 1022/1528 [01:45<00:49, 10.23ex/s] preprocess datasets #3: 64%|██████▍ | 981/1527 [01:45<00:45, 11.89ex/s][A[A[A preprocess datasets #2: 70%|██████▉ | 1068/1528 [01:45<00:36, 12.45ex/s][A[A preprocess datasets #1: 68%|██████▊ | 1042/1528 [01:46<00:56, 8.64ex/s][A preprocess datasets #0: 67%|██████▋ | 1024/1528 [01:46<00:50, 9.92ex/s] preprocess datasets #3: 64%|██████▍ | 983/1527 [01:46<00:48, 11.18ex/s][A[A[A preprocess datasets #2: 70%|███████ | 1070/1528 [01:46<00:37, 12.26ex/s][A[A preprocess datasets #1: 68%|██████▊ | 1043/1528 [01:46<00:56, 8.63ex/s][A preprocess datasets #1: 68%|██████▊ | 1044/1528 [01:46<00:56, 8.54ex/s][A preprocess datasets #3: 65%|██████▍ | 985/1527 [01:46<00:45, 11.79ex/s][A[A[A preprocess datasets #4: 66%|██████▌ | 1001/1527 [01:46<03:14, 2.70ex/s][A[A[A[A preprocess datasets #0: 67%|██████▋ | 1026/1528 [01:46<00:48, 10.31ex/s] preprocess datasets #2: 70%|███████ | 1072/1528 [01:46<00:37, 12.05ex/s][A[A preprocess datasets #1: 68%|██████▊ | 1045/1528 [01:46<00:57, 8.42ex/s][A preprocess datasets #4: 66%|██████▌ | 1002/1527 [01:46<02:49, 3.10ex/s][A[A[A[A preprocess datasets #3: 65%|██████▍ | 987/1527 [01:46<00:45, 11.77ex/s][A[A[A preprocess datasets #2: 70%|███████ | 1074/1528 [01:46<00:37, 12.04ex/s][A[A preprocess datasets #1: 68%|██████▊ | 1046/1528 [01:46<00:58, 8.18ex/s][A preprocess datasets #4: 66%|██████▌ | 1004/1527 [01:46<02:02, 4.28ex/s][A[A[A[A preprocess datasets #0: 67%|██████▋ | 1028/1528 [01:46<00:52, 9.59ex/s] preprocess datasets #3: 65%|██████▍ | 989/1527 [01:46<00:46, 11.51ex/s][A[A[A preprocess datasets #1: 69%|██████▊ | 1047/1528 [01:46<00:58, 8.27ex/s][A preprocess datasets #2: 70%|███████ | 1076/1528 [01:46<00:39, 11.54ex/s][A[A preprocess datasets #0: 67%|██████▋ | 1029/1528 [01:46<00:57, 8.74ex/s] preprocess datasets #4: 66%|██████▌ | 1006/1527 [01:46<01:36, 5.42ex/s][A[A[A[A preprocess datasets #1: 69%|██████▊ | 1048/1528 [01:46<00:56, 8.43ex/s][A preprocess datasets #3: 65%|██████▍ | 991/1527 [01:46<00:48, 11.08ex/s][A[A[A preprocess datasets #0: 67%|██████▋ | 1030/1528 [01:46<00:58, 8.53ex/s] preprocess datasets #2: 71%|███████ | 1078/1528 [01:46<00:38, 11.73ex/s][A[A preprocess datasets #1: 69%|██████▊ | 1049/1528 [01:46<00:55, 8.69ex/s][A preprocess datasets #4: 66%|██████▌ | 1008/1527 [01:46<01:22, 6.27ex/s][A[A[A[A preprocess datasets #0: 67%|██████▋ | 1031/1528 [01:47<01:00, 8.22ex/s] preprocess datasets #3: 65%|██████▌ | 993/1527 [01:46<00:47, 11.35ex/s][A[A[A preprocess datasets #2: 71%|███████ | 1080/1528 [01:47<00:40, 11.08ex/s][A[A preprocess datasets #0: 68%|██████▊ | 1032/1528 [01:47<00:58, 8.48ex/s] preprocess datasets #1: 69%|██████▉ | 1051/1528 [01:47<00:52, 9.10ex/s][A preprocess datasets #4: 66%|██████▌ | 1010/1527 [01:47<01:10, 7.38ex/s][A[A[A[A preprocess datasets #3: 65%|██████▌ | 995/1527 [01:47<00:49, 10.80ex/s][A[A[A preprocess datasets #1: 69%|██████▉ | 1053/1528 [01:47<00:44, 10.56ex/s][A preprocess datasets #2: 71%|███████ | 1082/1528 [01:47<00:40, 10.91ex/s][A[A preprocess datasets #0: 68%|██████▊ | 1034/1528 [01:47<00:55, 8.90ex/s] preprocess datasets #3: 65%|██████▌ | 997/1527 [01:47<00:42, 12.51ex/s][A[A[A preprocess datasets #4: 66%|██████▋ | 1012/1527 [01:47<01:11, 7.15ex/s][A[A[A[A preprocess datasets #2: 71%|███████ | 1084/1528 [01:47<00:39, 11.18ex/s][A[A preprocess datasets #1: 69%|██████▉ | 1055/1528 [01:47<00:45, 10.30ex/s][A preprocess datasets #3: 65%|██████▌ | 999/1527 [01:47<00:41, 12.69ex/s][A[A[A preprocess datasets #0: 68%|██████▊ | 1036/1528 [01:47<00:50, 9.66ex/s] preprocess datasets #2: 71%|███████ | 1086/1528 [01:47<00:40, 10.95ex/s][A[A preprocess datasets #4: 66%|██████▋ | 1014/1527 [01:47<01:07, 7.60ex/s][A[A[A[A preprocess datasets #1: 69%|██████▉ | 1057/1528 [01:47<00:48, 9.80ex/s][A preprocess datasets #0: 68%|██████▊ | 1038/1528 [01:47<00:56, 8.74ex/s] preprocess datasets #4: 66%|██████▋ | 1015/1527 [01:47<01:11, 7.20ex/s][A[A[A[A preprocess datasets #2: 71%|███████ | 1088/1528 [01:47<00:43, 10.18ex/s][A[A preprocess datasets #0: 68%|██████▊ | 1039/1528 [01:47<00:56, 8.61ex/s] preprocess datasets #1: 69%|██████▉ | 1059/1528 [01:47<00:48, 9.69ex/s][A preprocess datasets #4: 67%|██████▋ | 1016/1527 [01:47<01:10, 7.25ex/s][A[A[A[A preprocess datasets #2: 71%|███████▏ | 1090/1528 [01:47<00:40, 10.86ex/s][A[A preprocess datasets #1: 69%|██████▉ | 1060/1528 [01:48<00:50, 9.27ex/s][A preprocess datasets #0: 68%|██████▊ | 1040/1528 [01:48<00:58, 8.38ex/s] preprocess datasets #4: 67%|██████▋ | 1017/1527 [01:47<01:06, 7.66ex/s][A[A[A[A preprocess datasets #1: 69%|██████▉ | 1061/1528 [01:48<00:49, 9.38ex/s][A preprocess datasets #2: 71%|███████▏ | 1092/1528 [01:48<00:36, 11.89ex/s][A[A preprocess datasets #4: 67%|██████▋ | 1018/1527 [01:48<01:06, 7.68ex/s][A[A[A[A preprocess datasets #0: 68%|██████▊ | 1041/1528 [01:48<01:07, 7.24ex/s] preprocess datasets #2: 72%|███████▏ | 1094/1528 [01:48<00:32, 13.49ex/s][A[A preprocess datasets #1: 70%|██████▉ | 1063/1528 [01:48<00:43, 10.60ex/s][A preprocess datasets #4: 67%|██████▋ | 1019/1527 [01:48<01:06, 7.69ex/s][A[A[A[A preprocess datasets #0: 68%|██████▊ | 1043/1528 [01:48<00:56, 8.53ex/s] preprocess datasets #2: 72%|███████▏ | 1096/1528 [01:48<00:33, 12.77ex/s][A[A preprocess datasets #1: 70%|██████▉ | 1065/1528 [01:48<00:42, 10.81ex/s][A preprocess datasets #0: 68%|██████▊ | 1044/1528 [01:48<00:57, 8.40ex/s] preprocess datasets #3: 66%|██████▌ | 1001/1527 [01:48<01:50, 4.78ex/s][A[A[A preprocess datasets #4: 67%|██████▋ | 1021/1527 [01:48<01:01, 8.29ex/s][A[A[A[A preprocess datasets #2: 72%|███████▏ | 1098/1528 [01:48<00:34, 12.46ex/s][A[A preprocess datasets #1: 70%|██████▉ | 1067/1528 [01:48<00:40, 11.30ex/s][A preprocess datasets #0: 68%|██████▊ | 1045/1528 [01:48<00:57, 8.46ex/s] preprocess datasets #4: 67%|██████▋ | 1023/1527 [01:48<00:48, 10.30ex/s][A[A[A[A preprocess datasets #3: 66%|██████▌ | 1003/1527 [01:48<01:33, 5.61ex/s][A[A[A preprocess datasets #2: 72%|███████▏ | 1100/1528 [01:48<00:33, 12.59ex/s][A[A preprocess datasets #0: 68%|██████▊ | 1046/1528 [01:48<00:57, 8.43ex/s] preprocess datasets #1: 70%|██████▉ | 1069/1528 [01:48<00:39, 11.75ex/s][A preprocess datasets #0: 69%|██████▊ | 1047/1528 [01:48<00:55, 8.70ex/s] preprocess datasets #2: 72%|███████▏ | 1102/1528 [01:48<00:33, 12.53ex/s][A[A preprocess datasets #4: 67%|██████▋ | 1025/1527 [01:48<00:54, 9.27ex/s][A[A[A[A preprocess datasets #3: 66%|██████▌ | 1004/1527 [01:48<01:38, 5.30ex/s][A[A[A preprocess datasets #0: 69%|██████▊ | 1048/1528 [01:48<00:55, 8.67ex/s] preprocess datasets #1: 70%|███████ | 1071/1528 [01:48<00:43, 10.60ex/s][A preprocess datasets #4: 67%|██████▋ | 1028/1527 [01:49<00:43, 11.55ex/s][A[A[A[A preprocess datasets #2: 72%|███████▏ | 1104/1528 [01:49<00:36, 11.58ex/s][A[A preprocess datasets #3: 66%|██████▌ | 1006/1527 [01:49<01:19, 6.54ex/s][A[A[A preprocess datasets #1: 70%|███████ | 1073/1528 [01:49<00:41, 11.02ex/s][A preprocess datasets #0: 69%|██████▊ | 1050/1528 [01:49<00:52, 9.17ex/s] preprocess datasets #3: 66%|██████▌ | 1008/1527 [01:49<01:05, 7.95ex/s][A[A[A preprocess datasets #0: 69%|██████▉ | 1051/1528 [01:49<00:50, 9.35ex/s] preprocess datasets #2: 72%|███████▏ | 1106/1528 [01:49<00:36, 11.48ex/s][A[A preprocess datasets #4: 67%|██████▋ | 1030/1527 [01:49<00:46, 10.78ex/s][A[A[A[A preprocess datasets #1: 70%|███████ | 1075/1528 [01:49<00:41, 10.89ex/s][A preprocess datasets #3: 66%|██████▌ | 1010/1527 [01:49<00:54, 9.57ex/s][A[A[A preprocess datasets #0: 69%|██████▉ | 1052/1528 [01:49<00:55, 8.51ex/s] preprocess datasets #2: 73%|███████▎ | 1108/1528 [01:49<00:36, 11.44ex/s][A[A preprocess datasets #3: 66%|██████▋ | 1012/1527 [01:49<00:45, 11.29ex/s][A[A[A preprocess datasets #4: 68%|██████▊ | 1032/1527 [01:49<00:49, 9.95ex/s][A[A[A[A preprocess datasets #1: 70%|███████ | 1077/1528 [01:49<00:43, 10.38ex/s][A preprocess datasets #0: 69%|██████▉ | 1054/1528 [01:49<00:53, 8.86ex/s] preprocess datasets #2: 73%|███████▎ | 1110/1528 [01:49<00:36, 11.34ex/s][A[A preprocess datasets #3: 66%|██████▋ | 1014/1527 [01:49<00:49, 10.41ex/s][A[A[A preprocess datasets #4: 68%|██████▊ | 1034/1527 [01:49<00:49, 10.05ex/s][A[A[A[A preprocess datasets #0: 69%|██████▉ | 1055/1528 [01:49<00:52, 9.04ex/s] preprocess datasets #1: 71%|███████ | 1079/1528 [01:49<00:42, 10.49ex/s][A preprocess datasets #2: 73%|███████▎ | 1112/1528 [01:49<00:37, 11.10ex/s][A[A preprocess datasets #3: 67%|██████▋ | 1016/1527 [01:49<00:45, 11.12ex/s][A[A[A preprocess datasets #4: 68%|██████▊ | 1036/1527 [01:49<00:49, 9.93ex/s][A[A[A[A preprocess datasets #1: 71%|███████ | 1081/1528 [01:49<00:44, 10.04ex/s][A preprocess datasets #0: 69%|██████▉ | 1057/1528 [01:49<00:53, 8.88ex/s] preprocess datasets #2: 73%|███████▎ | 1114/1528 [01:49<00:37, 11.02ex/s][A[A preprocess datasets #3: 67%|██████▋ | 1018/1527 [01:49<00:44, 11.42ex/s][A[A[A preprocess datasets #4: 68%|██████▊ | 1038/1527 [01:50<00:47, 10.24ex/s][A[A[A[A preprocess datasets #0: 69%|██████▉ | 1059/1528 [01:50<00:50, 9.22ex/s] preprocess datasets #2: 73%|███████▎ | 1116/1528 [01:50<00:37, 10.94ex/s][A[A preprocess datasets #1: 71%|███████ | 1083/1528 [01:50<00:47, 9.38ex/s][A preprocess datasets #3: 67%|██████▋ | 1020/1527 [01:50<00:50, 10.13ex/s][A[A[A preprocess datasets #2: 73%|███████▎ | 1118/1528 [01:50<00:35, 11.48ex/s][A[A preprocess datasets #4: 68%|██████▊ | 1040/1527 [01:50<00:51, 9.53ex/s][A[A[A[A preprocess datasets #0: 69%|██████▉ | 1061/1528 [01:50<00:49, 9.37ex/s] preprocess datasets #1: 71%|███████ | 1085/1528 [01:50<00:44, 9.95ex/s][A preprocess datasets #3: 67%|██████▋ | 1022/1527 [01:50<00:42, 11.81ex/s][A[A[A preprocess datasets #0: 70%|██████▉ | 1062/1528 [01:50<00:50, 9.20ex/s] preprocess datasets #3: 67%|██████▋ | 1024/1527 [01:50<00:40, 12.30ex/s][A[A[A preprocess datasets #2: 73%|███████▎ | 1120/1528 [01:50<00:35, 11.45ex/s][A[A preprocess datasets #1: 71%|███████ | 1087/1528 [01:50<00:41, 10.65ex/s][A preprocess datasets #4: 68%|██████▊ | 1042/1527 [01:50<00:48, 9.97ex/s][A[A[A[A preprocess datasets #3: 67%|██████▋ | 1026/1527 [01:50<00:39, 12.76ex/s][A[A[A preprocess datasets #0: 70%|██████▉ | 1064/1528 [01:50<00:47, 9.81ex/s] preprocess datasets #2: 73%|███████▎ | 1122/1528 [01:50<00:33, 12.14ex/s][A[A preprocess datasets #1: 71%|███████▏ | 1089/1528 [01:50<00:39, 11.20ex/s][A preprocess datasets #4: 68%|██████▊ | 1044/1527 [01:50<00:45, 10.70ex/s][A[A[A[A preprocess datasets #3: 67%|██████▋ | 1028/1527 [01:50<00:35, 14.15ex/s][A[A[A preprocess datasets #2: 74%|███████▎ | 1124/1528 [01:50<00:33, 11.99ex/s][A[A preprocess datasets #1: 71%|███████▏ | 1091/1528 [01:50<00:37, 11.53ex/s][A preprocess datasets #0: 70%|██████▉ | 1066/1528 [01:50<00:47, 9.70ex/s] preprocess datasets #4: 69%|██████▊ | 1046/1527 [01:50<00:46, 10.31ex/s][A[A[A[A preprocess datasets #3: 67%|██████▋ | 1030/1527 [01:50<00:38, 12.89ex/s][A[A[A preprocess datasets #2: 74%|███████▎ | 1126/1528 [01:50<00:34, 11.77ex/s][A[A preprocess datasets #0: 70%|██████▉ | 1068/1528 [01:51<00:44, 10.39ex/s] preprocess datasets #1: 72%|███████▏ | 1093/1528 [01:51<00:39, 10.99ex/s][A preprocess datasets #3: 68%|██████▊ | 1032/1527 [01:51<00:38, 12.72ex/s][A[A[A preprocess datasets #4: 69%|██████▊ | 1048/1527 [01:51<00:49, 9.70ex/s][A[A[A[A preprocess datasets #2: 74%|███████▍ | 1128/1528 [01:51<00:34, 11.67ex/s][A[A preprocess datasets #3: 68%|██████▊ | 1034/1527 [01:51<00:37, 13.21ex/s][A[A[A preprocess datasets #4: 69%|██████▊ | 1049/1527 [01:51<00:52, 9.09ex/s][A[A[A[A preprocess datasets #1: 72%|███████▏ | 1095/1528 [01:51<00:43, 10.06ex/s][A preprocess datasets #0: 70%|███████ | 1070/1528 [01:51<00:48, 9.46ex/s] preprocess datasets #4: 69%|██████▉ | 1050/1527 [01:51<00:52, 9.13ex/s][A[A[A[A preprocess datasets #3: 68%|██████▊ | 1036/1527 [01:51<00:37, 13.05ex/s][A[A[A preprocess datasets #0: 70%|███████ | 1071/1528 [01:51<00:50, 9.09ex/s] preprocess datasets #2: 74%|███████▍ | 1130/1528 [01:51<00:37, 10.55ex/s][A[A preprocess datasets #1: 72%|███████▏ | 1097/1528 [01:51<00:42, 10.10ex/s][A preprocess datasets #0: 70%|███████ | 1072/1528 [01:51<00:50, 9.07ex/s] preprocess datasets #4: 69%|██████▉ | 1051/1527 [01:51<00:56, 8.36ex/s][A[A[A[A preprocess datasets #3: 68%|██████▊ | 1038/1527 [01:51<00:37, 13.18ex/s][A[A[A preprocess datasets #2: 74%|███████▍ | 1132/1528 [01:51<00:36, 10.94ex/s][A[A preprocess datasets #0: 70%|███████ | 1073/1528 [01:51<00:49, 9.18ex/s] preprocess datasets #1: 72%|███████▏ | 1099/1528 [01:51<00:40, 10.68ex/s][A preprocess datasets #3: 68%|██████▊ | 1040/1527 [01:51<00:36, 13.18ex/s][A[A[A preprocess datasets #4: 69%|██████▉ | 1053/1527 [01:51<00:51, 9.13ex/s][A[A[A[A preprocess datasets #0: 70%|███████ | 1075/1528 [01:51<00:47, 9.59ex/s] preprocess datasets #2: 74%|███████▍ | 1134/1528 [01:51<00:40, 9.71ex/s][A[A preprocess datasets #1: 72%|███████▏ | 1101/1528 [01:51<00:41, 10.28ex/s][A preprocess datasets #3: 68%|██████▊ | 1042/1527 [01:51<00:39, 12.29ex/s][A[A[A preprocess datasets #4: 69%|██████▉ | 1055/1527 [01:51<00:49, 9.62ex/s][A[A[A[A preprocess datasets #0: 70%|███████ | 1076/1528 [01:51<00:47, 9.55ex/s] preprocess datasets #2: 74%|███████▍ | 1136/1528 [01:51<00:38, 10.28ex/s][A[A preprocess datasets #0: 71%|███████ | 1078/1528 [01:52<00:38, 11.56ex/s] preprocess datasets #3: 68%|██████▊ | 1044/1527 [01:52<00:38, 12.45ex/s][A[A[A preprocess datasets #1: 72%|███████▏ | 1103/1528 [01:52<00:42, 9.96ex/s][A preprocess datasets #4: 69%|██████▉ | 1057/1527 [01:52<00:46, 10.22ex/s][A[A[A[A preprocess datasets #4: 69%|██████▉ | 1060/1527 [01:52<00:34, 13.57ex/s][A[A[A[A preprocess datasets #2: 74%|███████▍ | 1138/1528 [01:52<00:38, 10.24ex/s][A[A preprocess datasets #1: 72%|███████▏ | 1105/1528 [01:52<00:40, 10.47ex/s][A preprocess datasets #3: 69%|██████▊ | 1046/1527 [01:52<00:46, 10.38ex/s][A[A[A preprocess datasets #0: 71%|███████ | 1080/1528 [01:52<00:48, 9.17ex/s] preprocess datasets #1: 72%|███████▏ | 1107/1528 [01:52<00:37, 11.17ex/s][A preprocess datasets #2: 75%|███████▍ | 1140/1528 [01:52<00:36, 10.54ex/s][A[A preprocess datasets #4: 70%|██████▉ | 1062/1527 [01:52<00:45, 10.13ex/s][A[A[A[A preprocess datasets #3: 69%|██████▊ | 1048/1527 [01:52<00:47, 10.12ex/s][A[A[A preprocess datasets #0: 71%|███████ | 1082/1528 [01:52<00:50, 8.81ex/s] preprocess datasets #3: 69%|██████▉ | 1050/1527 [01:52<00:43, 11.01ex/s][A[A[A preprocess datasets #1: 73%|███████▎ | 1109/1528 [01:52<00:46, 9.04ex/s][A preprocess datasets #2: 75%|███████▍ | 1142/1528 [01:52<00:44, 8.75ex/s][A[A preprocess datasets #0: 71%|███████ | 1083/1528 [01:52<00:50, 8.73ex/s] preprocess datasets #4: 70%|██████▉ | 1064/1527 [01:52<00:44, 10.31ex/s][A[A[A[A preprocess datasets #3: 69%|██████▉ | 1052/1527 [01:52<00:41, 11.42ex/s][A[A[A preprocess datasets #2: 75%|███████▍ | 1144/1528 [01:52<00:39, 9.74ex/s][A[A preprocess datasets #0: 71%|███████ | 1084/1528 [01:52<00:54, 8.17ex/s] preprocess datasets #1: 73%|███████▎ | 1111/1528 [01:52<00:44, 9.36ex/s][A preprocess datasets #4: 70%|██████▉ | 1066/1527 [01:52<00:44, 10.30ex/s][A[A[A[A preprocess datasets #0: 71%|███████ | 1085/1528 [01:52<00:52, 8.49ex/s] preprocess datasets #3: 69%|██████▉ | 1054/1527 [01:52<00:38, 12.27ex/s][A[A[A preprocess datasets #1: 73%|███████▎ | 1112/1528 [01:53<00:44, 9.43ex/s][A preprocess datasets #2: 75%|███████▌ | 1146/1528 [01:53<00:39, 9.73ex/s][A[A preprocess datasets #4: 70%|██████▉ | 1068/1527 [01:53<00:42, 10.73ex/s][A[A[A[A preprocess datasets #0: 71%|███████ | 1087/1528 [01:53<00:44, 9.84ex/s] preprocess datasets #3: 69%|██████▉ | 1056/1527 [01:53<00:42, 11.02ex/s][A[A[A preprocess datasets #2: 75%|███████▌ | 1148/1528 [01:53<00:35, 10.69ex/s][A[A preprocess datasets #4: 70%|███████ | 1070/1527 [01:53<00:40, 11.26ex/s][A[A[A[A preprocess datasets #1: 73%|███████▎ | 1114/1528 [01:53<00:45, 9.16ex/s][A preprocess datasets #3: 69%|██████▉ | 1058/1527 [01:53<00:40, 11.63ex/s][A[A[A preprocess datasets #1: 73%|███████▎ | 1115/1528 [01:53<00:45, 9.04ex/s][A preprocess datasets #0: 71%|███████▏ | 1089/1528 [01:53<00:48, 9.13ex/s] preprocess datasets #4: 70%|███████ | 1072/1527 [01:53<00:41, 11.04ex/s][A[A[A[A preprocess datasets #1: 73%|███████▎ | 1116/1528 [01:53<00:45, 9.03ex/s][A preprocess datasets #3: 69%|██████▉ | 1060/1527 [01:53<00:38, 12.15ex/s][A[A[A preprocess datasets #2: 75%|███████▌ | 1150/1528 [01:53<00:41, 9.07ex/s][A[A preprocess datasets #0: 71%|███████▏ | 1091/1528 [01:53<00:43, 10.10ex/s] preprocess datasets #1: 73%|███████▎ | 1117/1528 [01:53<00:44, 9.21ex/s][A preprocess datasets #4: 70%|███████ | 1074/1527 [01:53<00:40, 11.22ex/s][A[A[A[A preprocess datasets #3: 70%|██████▉ | 1062/1527 [01:53<00:38, 12.07ex/s][A[A[A preprocess datasets #2: 75%|███████▌ | 1152/1528 [01:53<00:38, 9.86ex/s][A[A preprocess datasets #1: 73%|███████▎ | 1119/1528 [01:53<00:39, 10.26ex/s][A preprocess datasets #0: 72%|███████▏ | 1093/1528 [01:53<00:44, 9.72ex/s] preprocess datasets #4: 70%|███████ | 1076/1527 [01:53<00:39, 11.33ex/s][A[A[A[A preprocess datasets #2: 76%|███████▌ | 1154/1528 [01:53<00:35, 10.68ex/s][A[A preprocess datasets #3: 70%|██████▉ | 1064/1527 [01:53<00:40, 11.49ex/s][A[A[A preprocess datasets #1: 73%|███████▎ | 1121/1528 [01:53<00:41, 9.85ex/s][A preprocess datasets #2: 76%|███████▌ | 1156/1528 [01:53<00:31, 11.68ex/s][A[A preprocess datasets #0: 72%|███████▏ | 1095/1528 [01:53<00:45, 9.54ex/s] preprocess datasets #4: 71%|███████ | 1078/1527 [01:53<00:41, 10.76ex/s][A[A[A[A preprocess datasets #1: 73%|███████▎ | 1122/1528 [01:54<00:41, 9.71ex/s][A preprocess datasets #3: 70%|██████▉ | 1066/1527 [01:54<00:41, 10.98ex/s][A[A[A preprocess datasets #0: 72%|███████▏ | 1096/1528 [01:54<00:46, 9.27ex/s] preprocess datasets #2: 76%|███████▌ | 1158/1528 [01:54<00:31, 11.63ex/s][A[A preprocess datasets #4: 71%|███████ | 1080/1527 [01:54<00:44, 10.16ex/s][A[A[A[A preprocess datasets #3: 70%|██████▉ | 1068/1527 [01:54<00:38, 11.79ex/s][A[A[A preprocess datasets #1: 74%|███████▎ | 1124/1528 [01:54<00:37, 10.84ex/s][A preprocess datasets #0: 72%|███████▏ | 1097/1528 [01:54<00:47, 9.11ex/s] preprocess datasets #2: 76%|███████▌ | 1160/1528 [01:54<00:30, 11.88ex/s][A[A preprocess datasets #3: 70%|███████ | 1070/1527 [01:54<00:37, 12.20ex/s][A[A[A preprocess datasets #1: 74%|███████▎ | 1126/1528 [01:54<00:37, 10.68ex/s][A preprocess datasets #0: 72%|███████▏ | 1099/1528 [01:54<00:45, 9.48ex/s] preprocess datasets #4: 71%|███████ | 1082/1527 [01:54<00:46, 9.56ex/s][A[A[A[A preprocess datasets #0: 72%|███████▏ | 1100/1528 [01:54<00:44, 9.55ex/s] preprocess datasets #2: 76%|███████▌ | 1162/1528 [01:54<00:33, 10.96ex/s][A[A preprocess datasets #3: 70%|███████ | 1072/1527 [01:54<00:38, 11.72ex/s][A[A[A preprocess datasets #1: 74%|███████▍ | 1128/1528 [01:54<00:35, 11.25ex/s][A preprocess datasets #4: 71%|███████ | 1083/1527 [01:54<00:51, 8.61ex/s][A[A[A[A preprocess datasets #0: 72%|███████▏ | 1101/1528 [01:54<00:46, 9.15ex/s] preprocess datasets #2: 76%|███████▌ | 1164/1528 [01:54<00:33, 10.76ex/s][A[A preprocess datasets #4: 71%|███████ | 1084/1527 [01:54<00:51, 8.66ex/s][A[A[A[A preprocess datasets #3: 70%|███████ | 1074/1527 [01:54<00:40, 11.23ex/s][A[A[A preprocess datasets #1: 74%|███████▍ | 1130/1528 [01:54<00:37, 10.70ex/s][A preprocess datasets #0: 72%|███████▏ | 1103/1528 [01:54<00:41, 10.20ex/s] preprocess datasets #2: 76%|███████▋ | 1166/1528 [01:54<00:33, 10.90ex/s][A[A preprocess datasets #4: 71%|███████ | 1086/1527 [01:54<00:45, 9.63ex/s][A[A[A[A preprocess datasets #3: 71%|███████ | 1077/1527 [01:54<00:33, 13.37ex/s][A[A[A preprocess datasets #1: 74%|███████▍ | 1132/1528 [01:54<00:37, 10.65ex/s][A preprocess datasets #0: 72%|███████▏ | 1105/1528 [01:54<00:39, 10.67ex/s] preprocess datasets #3: 71%|███████ | 1079/1527 [01:54<00:33, 13.51ex/s][A[A[A preprocess datasets #2: 76%|███████▋ | 1168/1528 [01:55<00:31, 11.27ex/s][A[A preprocess datasets #4: 71%|███████▏ | 1088/1527 [01:55<00:45, 9.71ex/s][A[A[A[A preprocess datasets #1: 74%|███████▍ | 1134/1528 [01:55<00:36, 10.87ex/s][A preprocess datasets #0: 72%|███████▏ | 1107/1528 [01:55<00:39, 10.72ex/s] preprocess datasets #3: 71%|███████ | 1081/1527 [01:55<00:32, 13.68ex/s][A[A[A preprocess datasets #4: 71%|███████▏ | 1090/1527 [01:55<00:42, 10.29ex/s][A[A[A[A preprocess datasets #1: 74%|███████▍ | 1136/1528 [01:55<00:35, 11.17ex/s][A preprocess datasets #2: 77%|███████▋ | 1170/1528 [01:55<00:36, 9.83ex/s][A[A preprocess datasets #3: 71%|███████ | 1083/1527 [01:55<00:34, 12.89ex/s][A[A[A preprocess datasets #0: 73%|███████▎ | 1109/1528 [01:55<00:42, 9.83ex/s] preprocess datasets #4: 72%|███████▏ | 1092/1527 [01:55<00:41, 10.48ex/s][A[A[A[A preprocess datasets #2: 77%|███████▋ | 1172/1528 [01:55<00:35, 9.92ex/s][A[A preprocess datasets #1: 74%|███████▍ | 1138/1528 [01:55<00:38, 10.18ex/s][A preprocess datasets #3: 71%|███████ | 1085/1527 [01:55<00:38, 11.60ex/s][A[A[A preprocess datasets #0: 73%|███████▎ | 1110/1528 [01:55<00:50, 8.35ex/s] preprocess datasets #4: 72%|███████▏ | 1094/1527 [01:55<00:45, 9.42ex/s][A[A[A[A preprocess datasets #0: 73%|███████▎ | 1111/1528 [01:55<00:50, 8.32ex/s] preprocess datasets #1: 75%|███████▍ | 1140/1528 [01:55<00:38, 10.15ex/s][A preprocess datasets #2: 77%|███████▋ | 1174/1528 [01:55<00:37, 9.52ex/s][A[A preprocess datasets #3: 71%|███████ | 1087/1527 [01:55<00:40, 10.79ex/s][A[A[A preprocess datasets #0: 73%|███████▎ | 1112/1528 [01:55<00:50, 8.19ex/s] preprocess datasets #4: 72%|███████▏ | 1096/1527 [01:55<00:41, 10.32ex/s][A[A[A[A preprocess datasets #2: 77%|███████▋ | 1176/1528 [01:55<00:35, 9.93ex/s][A[A preprocess datasets #1: 75%|███████▍ | 1142/1528 [01:55<00:38, 10.01ex/s][A preprocess datasets #0: 73%|███████▎ | 1113/1528 [01:55<00:50, 8.22ex/s] preprocess datasets #3: 71%|███████▏ | 1089/1527 [01:55<00:41, 10.62ex/s][A[A[A preprocess datasets #1: 75%|███████▍ | 1144/1528 [01:56<00:34, 11.25ex/s][A preprocess datasets #0: 73%|███████▎ | 1114/1528 [01:56<00:51, 8.05ex/s] preprocess datasets #4: 72%|███████▏ | 1098/1527 [01:56<00:44, 9.61ex/s][A[A[A[A preprocess datasets #2: 77%|███████▋ | 1178/1528 [01:56<00:35, 9.96ex/s][A[A preprocess datasets #0: 73%|███████▎ | 1115/1528 [01:56<00:51, 7.95ex/s] preprocess datasets #3: 71%|███████▏ | 1091/1527 [01:56<00:44, 9.77ex/s][A[A[A preprocess datasets #2: 77%|███████▋ | 1180/1528 [01:56<00:30, 11.40ex/s][A[A preprocess datasets #1: 75%|███████▌ | 1146/1528 [01:56<00:34, 11.05ex/s][A preprocess datasets #4: 72%|███████▏ | 1100/1527 [01:56<00:43, 9.83ex/s][A[A[A[A preprocess datasets #0: 73%|███████▎ | 1116/1528 [01:56<00:52, 7.91ex/s] preprocess datasets #2: 77%|███████▋ | 1182/1528 [01:56<00:28, 11.96ex/s][A[A preprocess datasets #3: 72%|███████▏ | 1093/1527 [01:56<00:41, 10.46ex/s][A[A[A preprocess datasets #1: 75%|███████▌ | 1148/1528 [01:56<00:33, 11.39ex/s][A preprocess datasets #0: 73%|███████▎ | 1118/1528 [01:56<00:44, 9.26ex/s] preprocess datasets #4: 72%|███████▏ | 1102/1527 [01:56<00:46, 9.20ex/s][A[A[A[A preprocess datasets #2: 77%|███████▋ | 1184/1528 [01:56<00:30, 11.37ex/s][A[A preprocess datasets #3: 72%|███████▏ | 1095/1527 [01:56<00:41, 10.43ex/s][A[A[A preprocess datasets #1: 75%|███████▌ | 1150/1528 [01:56<00:36, 10.28ex/s][A preprocess datasets #0: 73%|███████▎ | 1119/1528 [01:56<00:49, 8.24ex/s] preprocess datasets #4: 72%|███████▏ | 1104/1527 [01:56<00:43, 9.73ex/s][A[A[A[A preprocess datasets #3: 72%|███████▏ | 1097/1527 [01:56<00:39, 10.86ex/s][A[A[A preprocess datasets #2: 78%|███████▊ | 1186/1528 [01:56<00:29, 11.46ex/s][A[A preprocess datasets #1: 75%|███████▌ | 1152/1528 [01:56<00:32, 11.53ex/s][A preprocess datasets #0: 73%|███████▎ | 1120/1528 [01:56<00:52, 7.83ex/s] preprocess datasets #3: 72%|███████▏ | 1099/1527 [01:56<00:35, 12.09ex/s][A[A[A preprocess datasets #4: 72%|███████▏ | 1106/1527 [01:56<00:41, 10.21ex/s][A[A[A[A preprocess datasets #2: 78%|███████▊ | 1188/1528 [01:56<00:28, 11.99ex/s][A[A preprocess datasets #1: 76%|███████▌ | 1154/1528 [01:56<00:33, 11.31ex/s][A preprocess datasets #3: 72%|███████▏ | 1101/1527 [01:56<00:31, 13.36ex/s][A[A[A preprocess datasets #0: 73%|███████▎ | 1122/1528 [01:57<00:44, 9.13ex/s] preprocess datasets #2: 78%|███████▊ | 1190/1528 [01:57<00:27, 12.49ex/s][A[A preprocess datasets #4: 73%|███████▎ | 1108/1527 [01:57<00:39, 10.69ex/s][A[A[A[A preprocess datasets #0: 73%|███████▎ | 1123/1528 [01:57<00:43, 9.26ex/s] preprocess datasets #1: 76%|███████▌ | 1156/1528 [01:57<00:33, 11.13ex/s][A preprocess datasets #2: 78%|███████▊ | 1192/1528 [01:57<00:24, 13.67ex/s][A[A preprocess datasets #3: 72%|███████▏ | 1103/1527 [01:57<00:36, 11.74ex/s][A[A[A preprocess datasets #4: 73%|███████▎ | 1110/1527 [01:57<00:38, 10.92ex/s][A[A[A[A preprocess datasets #0: 74%|███████▎ | 1125/1528 [01:57<00:39, 10.18ex/s] preprocess datasets #3: 72%|███████▏ | 1105/1527 [01:57<00:31, 13.23ex/s][A[A[A preprocess datasets #2: 78%|███████▊ | 1194/1528 [01:57<00:25, 12.98ex/s][A[A preprocess datasets #1: 76%|███████▌ | 1158/1528 [01:57<00:33, 10.92ex/s][A preprocess datasets #3: 72%|███████▏ | 1107/1527 [01:57<00:29, 14.20ex/s][A[A[A preprocess datasets #4: 73%|███████▎ | 1112/1527 [01:57<00:38, 10.82ex/s][A[A[A[A preprocess datasets #0: 74%|███████▍ | 1127/1528 [01:57<00:38, 10.46ex/s] preprocess datasets #1: 76%|███████▌ | 1160/1528 [01:57<00:33, 10.90ex/s][A preprocess datasets #2: 78%|███████▊ | 1196/1528 [01:57<00:28, 11.55ex/s][A[A preprocess datasets #4: 73%|███████▎ | 1114/1527 [01:57<00:36, 11.28ex/s][A[A[A[A preprocess datasets #3: 73%|███████▎ | 1109/1527 [01:57<00:31, 13.17ex/s][A[A[A preprocess datasets #0: 74%|███████▍ | 1129/1528 [01:57<00:40, 9.89ex/s] preprocess datasets #3: 73%|███████▎ | 1111/1527 [01:57<00:29, 14.02ex/s][A[A[A preprocess datasets #4: 73%|███████▎ | 1116/1527 [01:57<00:34, 11.89ex/s][A[A[A[A preprocess datasets #2: 78%|███████▊ | 1198/1528 [01:57<00:29, 11.35ex/s][A[A preprocess datasets #1: 76%|███████▌ | 1162/1528 [01:57<00:35, 10.41ex/s][A preprocess datasets #0: 74%|███████▍ | 1130/1528 [01:57<00:40, 9.73ex/s] preprocess datasets #3: 73%|███████▎ | 1113/1527 [01:57<00:28, 14.62ex/s][A[A[A preprocess datasets #4: 73%|███████▎ | 1118/1527 [01:57<00:31, 12.87ex/s][A[A[A[A preprocess datasets #1: 76%|███████▌ | 1164/1528 [01:57<00:31, 11.38ex/s][A preprocess datasets #0: 74%|███████▍ | 1131/1528 [01:57<00:42, 9.43ex/s] preprocess datasets #2: 79%|███████▊ | 1200/1528 [01:57<00:30, 10.73ex/s][A[A preprocess datasets #0: 74%|███████▍ | 1132/1528 [01:58<00:42, 9.26ex/s] preprocess datasets #4: 73%|███████▎ | 1120/1527 [01:57<00:31, 12.74ex/s][A[A[A[A preprocess datasets #3: 73%|███████▎ | 1115/1527 [01:57<00:30, 13.39ex/s][A[A[A preprocess datasets #0: 74%|███████▍ | 1133/1528 [01:58<00:42, 9.33ex/s] preprocess datasets #1: 76%|███████▋ | 1166/1528 [01:58<00:36, 9.94ex/s][A preprocess datasets #2: 79%|███████▊ | 1202/1528 [01:58<00:33, 9.75ex/s][A[A preprocess datasets #4: 73%|███████▎ | 1122/1527 [01:58<00:35, 11.52ex/s][A[A[A[A preprocess datasets #0: 74%|███████▍ | 1135/1528 [01:58<00:39, 10.00ex/s] preprocess datasets #3: 73%|███████▎ | 1117/1527 [01:58<00:40, 10.24ex/s][A[A[A preprocess datasets #1: 76%|███████▋ | 1168/1528 [01:58<00:36, 9.91ex/s][A preprocess datasets #2: 79%|███████▉ | 1204/1528 [01:58<00:31, 10.44ex/s][A[A preprocess datasets #4: 74%|███████▎ | 1124/1527 [01:58<00:36, 11.16ex/s][A[A[A[A preprocess datasets #2: 79%|███████▉ | 1206/1528 [01:58<00:29, 10.74ex/s][A[A preprocess datasets #0: 74%|███████▍ | 1137/1528 [01:58<00:41, 9.38ex/s] preprocess datasets #3: 73%|███████▎ | 1119/1527 [01:58<00:41, 9.92ex/s][A[A[A preprocess datasets #1: 77%|███████▋ | 1170/1528 [01:58<00:37, 9.64ex/s][A preprocess datasets #4: 74%|███████▎ | 1126/1527 [01:58<00:33, 11.80ex/s][A[A[A[A preprocess datasets #0: 74%|███████▍ | 1138/1528 [01:58<00:42, 9.21ex/s] preprocess datasets #2: 79%|███████▉ | 1208/1528 [01:58<00:29, 10.76ex/s][A[A preprocess datasets #4: 74%|███████▍ | 1128/1527 [01:58<00:33, 11.81ex/s][A[A[A[A preprocess datasets #1: 77%|███████▋ | 1171/1528 [01:58<00:42, 8.48ex/s][A preprocess datasets #2: 79%|███████▉ | 1210/1528 [01:58<00:26, 12.19ex/s][A[A preprocess datasets #3: 73%|███████▎ | 1121/1527 [01:58<00:46, 8.67ex/s][A[A[A preprocess datasets #0: 75%|███████▍ | 1140/1528 [01:58<00:41, 9.46ex/s] preprocess datasets #1: 77%|███████▋ | 1173/1528 [01:58<00:37, 9.45ex/s][A preprocess datasets #3: 73%|███████▎ | 1122/1527 [01:58<00:47, 8.60ex/s][A[A[A preprocess datasets #4: 74%|███████▍ | 1130/1527 [01:58<00:37, 10.60ex/s][A[A[A[A preprocess datasets #0: 75%|███████▍ | 1141/1528 [01:59<00:43, 8.96ex/s] preprocess datasets #2: 79%|███████▉ | 1212/1528 [01:58<00:26, 12.08ex/s][A[A preprocess datasets #1: 77%|███████▋ | 1174/1528 [01:59<00:37, 9.45ex/s][A preprocess datasets #3: 74%|███████▎ | 1124/1527 [01:59<00:40, 9.90ex/s][A[A[A preprocess datasets #1: 77%|███████▋ | 1175/1528 [01:59<00:38, 9.19ex/s][A preprocess datasets #4: 74%|███████▍ | 1132/1527 [01:59<00:36, 10.89ex/s][A[A[A[A preprocess datasets #2: 79%|███████▉ | 1214/1528 [01:59<00:26, 11.95ex/s][A[A preprocess datasets #3: 74%|███████▎ | 1126/1527 [01:59<00:35, 11.38ex/s][A[A[A preprocess datasets #1: 77%|███████▋ | 1177/1528 [01:59<00:33, 10.56ex/s][A preprocess datasets #0: 75%|███████▍ | 1142/1528 [01:59<01:01, 6.29ex/s] preprocess datasets #2: 80%|███████▉ | 1216/1528 [01:59<00:26, 11.60ex/s][A[A preprocess datasets #4: 74%|███████▍ | 1134/1527 [01:59<00:38, 10.14ex/s][A[A[A[A preprocess datasets #1: 77%|███████▋ | 1179/1528 [01:59<00:31, 11.08ex/s][A preprocess datasets #3: 74%|███████▍ | 1128/1527 [01:59<00:40, 9.95ex/s][A[A[A preprocess datasets #0: 75%|███████▍ | 1144/1528 [01:59<00:53, 7.12ex/s] preprocess datasets #4: 74%|███████▍ | 1136/1527 [01:59<00:36, 10.70ex/s][A[A[A[A preprocess datasets #2: 80%|███████▉ | 1218/1528 [01:59<00:28, 11.07ex/s][A[A preprocess datasets #0: 75%|███████▍ | 1145/1528 [01:59<00:51, 7.49ex/s] preprocess datasets #1: 77%|███████▋ | 1181/1528 [01:59<00:32, 10.59ex/s][A preprocess datasets #4: 75%|███████▍ | 1138/1527 [01:59<00:35, 10.93ex/s][A[A[A[A preprocess datasets #2: 80%|███████▉ | 1220/1528 [01:59<00:28, 10.84ex/s][A[A preprocess datasets #0: 75%|███████▌ | 1146/1528 [01:59<00:51, 7.47ex/s] preprocess datasets #3: 74%|███████▍ | 1130/1527 [01:59<00:50, 7.86ex/s][A[A[A preprocess datasets #1: 77%|███████▋ | 1183/1528 [01:59<00:33, 10.16ex/s][A preprocess datasets #2: 80%|███████▉ | 1222/1528 [01:59<00:27, 11.10ex/s][A[A preprocess datasets #4: 75%|███████▍ | 1140/1527 [01:59<00:39, 9.87ex/s][A[A[A[A preprocess datasets #3: 74%|███████▍ | 1132/1527 [01:59<00:41, 9.54ex/s][A[A[A preprocess datasets #0: 75%|███████▌ | 1148/1528 [01:59<00:45, 8.44ex/s] preprocess datasets #0: 75%|███████▌ | 1149/1528 [02:00<00:46, 8.07ex/s] preprocess datasets #2: 80%|████████ | 1224/1528 [02:00<00:28, 10.64ex/s][A[A preprocess datasets #1: 78%|███████▊ | 1185/1528 [02:00<00:38, 8.88ex/s][A preprocess datasets #3: 74%|███████▍ | 1134/1527 [02:00<00:40, 9.73ex/s][A[A[A preprocess datasets #2: 80%|████████ | 1226/1528 [02:00<00:24, 12.27ex/s][A[A preprocess datasets #4: 75%|███████▍ | 1142/1527 [02:00<00:43, 8.85ex/s][A[A[A[A preprocess datasets #0: 75%|███████▌ | 1151/1528 [02:00<00:42, 8.91ex/s] preprocess datasets #1: 78%|███████▊ | 1186/1528 [02:00<00:42, 8.05ex/s][A preprocess datasets #4: 75%|███████▍ | 1144/1527 [02:00<00:36, 10.37ex/s][A[A[A[A preprocess datasets #2: 80%|████████ | 1228/1528 [02:00<00:25, 11.69ex/s][A[A preprocess datasets #3: 74%|███████▍ | 1136/1527 [02:00<00:43, 8.90ex/s][A[A[A preprocess datasets #1: 78%|███████▊ | 1188/1528 [02:00<00:35, 9.58ex/s][A preprocess datasets #0: 75%|███████▌ | 1153/1528 [02:00<00:43, 8.58ex/s] preprocess datasets #4: 75%|███████▌ | 1146/1527 [02:00<00:40, 9.52ex/s][A[A[A[A preprocess datasets #3: 75%|███████▍ | 1138/1527 [02:00<00:42, 9.15ex/s][A[A[A preprocess datasets #1: 78%|███████▊ | 1190/1528 [02:00<00:34, 9.76ex/s][A preprocess datasets #2: 80%|████████ | 1230/1528 [02:00<00:29, 10.13ex/s][A[A preprocess datasets #0: 76%|███████▌ | 1155/1528 [02:00<00:39, 9.56ex/s] preprocess datasets #4: 75%|███████▌ | 1148/1527 [02:00<00:38, 9.81ex/s][A[A[A[A preprocess datasets #0: 76%|███████▌ | 1156/1528 [02:00<00:40, 9.30ex/s] preprocess datasets #2: 81%|████████ | 1232/1528 [02:00<00:27, 10.68ex/s][A[A preprocess datasets #3: 75%|███████▍ | 1140/1527 [02:00<00:41, 9.28ex/s][A[A[A preprocess datasets #1: 78%|███████▊ | 1192/1528 [02:00<00:36, 9.33ex/s][A preprocess datasets #0: 76%|███████▌ | 1157/1528 [02:00<00:40, 9.21ex/s] preprocess datasets #4: 75%|███████▌ | 1150/1527 [02:00<00:36, 10.45ex/s][A[A[A[A preprocess datasets #2: 81%|████████ | 1234/1528 [02:00<00:25, 11.63ex/s][A[A preprocess datasets #3: 75%|███████▍ | 1142/1527 [02:00<00:39, 9.79ex/s][A[A[A preprocess datasets #1: 78%|███████▊ | 1193/1528 [02:01<00:37, 8.85ex/s][A preprocess datasets #0: 76%|███████▌ | 1158/1528 [02:01<00:41, 9.00ex/s] preprocess datasets #2: 81%|████████ | 1236/1528 [02:01<00:23, 12.37ex/s][A[A preprocess datasets #0: 76%|███████▌ | 1160/1528 [02:01<00:36, 10.17ex/s] preprocess datasets #1: 78%|███████▊ | 1195/1528 [02:01<00:36, 9.10ex/s][A preprocess datasets #4: 75%|███████▌ | 1152/1527 [02:01<00:41, 8.96ex/s][A[A[A[A preprocess datasets #3: 75%|███████▍ | 1144/1527 [02:01<00:42, 9.10ex/s][A[A[A preprocess datasets #2: 81%|████████ | 1238/1528 [02:01<00:26, 10.86ex/s][A[A preprocess datasets #1: 78%|███████▊ | 1197/1528 [02:01<00:33, 9.93ex/s][A preprocess datasets #4: 76%|███████▌ | 1153/1527 [02:01<00:44, 8.40ex/s][A[A[A[A preprocess datasets #0: 76%|███████▌ | 1162/1528 [02:01<00:36, 10.08ex/s] preprocess datasets #3: 75%|███████▌ | 1146/1527 [02:01<00:40, 9.33ex/s][A[A[A preprocess datasets #2: 81%|████████ | 1240/1528 [02:01<00:26, 10.72ex/s][A[A preprocess datasets #0: 76%|███████▌ | 1164/1528 [02:01<00:33, 10.97ex/s] preprocess datasets #3: 75%|███████▌ | 1147/1527 [02:01<00:42, 8.98ex/s][A[A[A preprocess datasets #4: 76%|███████▌ | 1155/1527 [02:01<00:42, 8.70ex/s][A[A[A[A preprocess datasets #1: 78%|███████▊ | 1199/1528 [02:01<00:35, 9.25ex/s][A preprocess datasets #0: 76%|███████▋ | 1166/1528 [02:01<00:32, 11.22ex/s] preprocess datasets #4: 76%|███████▌ | 1157/1527 [02:01<00:36, 10.19ex/s][A[A[A[A preprocess datasets #1: 79%|███████▊ | 1200/1528 [02:01<00:35, 9.24ex/s][A preprocess datasets #2: 81%|████████▏ | 1242/1528 [02:01<00:28, 10.15ex/s][A[A preprocess datasets #3: 75%|███████▌ | 1149/1527 [02:01<00:39, 9.47ex/s][A[A[A preprocess datasets #2: 81%|████████▏ | 1244/1528 [02:01<00:25, 10.98ex/s][A[A preprocess datasets #1: 79%|███████▊ | 1201/1528 [02:01<00:39, 8.38ex/s][A preprocess datasets #4: 76%|███████▌ | 1159/1527 [02:01<00:35, 10.47ex/s][A[A[A[A preprocess datasets #3: 75%|███████▌ | 1151/1527 [02:01<00:36, 10.38ex/s][A[A[A preprocess datasets #0: 76%|███████▋ | 1168/1528 [02:01<00:35, 10.10ex/s] preprocess datasets #2: 82%|████████▏ | 1246/1528 [02:02<00:24, 11.43ex/s][A[A preprocess datasets #4: 76%|███████▌ | 1161/1527 [02:02<00:32, 11.32ex/s][A[A[A[A preprocess datasets #1: 79%|███████▊ | 1202/1528 [02:02<00:42, 7.74ex/s][A preprocess datasets #0: 77%|███████▋ | 1170/1528 [02:02<00:36, 9.73ex/s] preprocess datasets #3: 76%|███████▌ | 1153/1527 [02:02<00:40, 9.28ex/s][A[A[A preprocess datasets #1: 79%|███████▉ | 1204/1528 [02:02<00:34, 9.53ex/s][A preprocess datasets #2: 82%|████████▏ | 1248/1528 [02:02<00:26, 10.53ex/s][A[A preprocess datasets #0: 77%|███████▋ | 1171/1528 [02:02<00:36, 9.66ex/s] preprocess datasets #4: 76%|███████▌ | 1163/1527 [02:02<00:36, 9.87ex/s][A[A[A[A preprocess datasets #1: 79%|███████▉ | 1205/1528 [02:02<00:35, 9.17ex/s][A preprocess datasets #3: 76%|███████▌ | 1154/1527 [02:02<00:43, 8.60ex/s][A[A[A preprocess datasets #2: 82%|████████▏ | 1250/1528 [02:02<00:24, 11.15ex/s][A[A preprocess datasets #1: 79%|███████▉ | 1206/1528 [02:02<00:37, 8.67ex/s][A preprocess datasets #0: 77%|███████▋ | 1173/1528 [02:02<00:37, 9.57ex/s] preprocess datasets #3: 76%|███████▌ | 1155/1527 [02:02<00:47, 7.82ex/s][A[A[A preprocess datasets #1: 79%|███████▉ | 1207/1528 [02:02<00:36, 8.75ex/s][A preprocess datasets #4: 76%|███████▋ | 1165/1527 [02:02<00:39, 9.05ex/s][A[A[A[A preprocess datasets #2: 82%|████████▏ | 1252/1528 [02:02<00:24, 11.06ex/s][A[A preprocess datasets #0: 77%|███████▋ | 1174/1528 [02:02<00:37, 9.44ex/s] preprocess datasets #1: 79%|███████▉ | 1208/1528 [02:02<00:37, 8.55ex/s][A preprocess datasets #0: 77%|███████▋ | 1175/1528 [02:02<00:38, 9.14ex/s] preprocess datasets #3: 76%|███████▌ | 1157/1527 [02:02<00:45, 8.21ex/s][A[A[A preprocess datasets #2: 82%|████████▏ | 1254/1528 [02:02<00:24, 11.31ex/s][A[A preprocess datasets #4: 76%|███████▋ | 1166/1527 [02:02<00:49, 7.25ex/s][A[A[A[A preprocess datasets #3: 76%|███████▌ | 1158/1527 [02:02<00:43, 8.43ex/s][A[A[A preprocess datasets #1: 79%|███████▉ | 1210/1528 [02:02<00:33, 9.54ex/s][A preprocess datasets #2: 82%|████████▏ | 1256/1528 [02:02<00:22, 11.94ex/s][A[A preprocess datasets #0: 77%|███████▋ | 1177/1528 [02:02<00:38, 9.22ex/s] preprocess datasets #3: 76%|███████▌ | 1159/1527 [02:02<00:42, 8.56ex/s][A[A[A preprocess datasets #1: 79%|███████▉ | 1211/1528 [02:02<00:33, 9.42ex/s][A preprocess datasets #4: 76%|███████▋ | 1168/1527 [02:02<00:41, 8.60ex/s][A[A[A[A preprocess datasets #1: 79%|███████▉ | 1212/1528 [02:03<00:37, 8.35ex/s][A preprocess datasets #0: 77%|███████▋ | 1179/1528 [02:03<00:37, 9.43ex/s] preprocess datasets #3: 76%|███████▌ | 1161/1527 [02:03<00:41, 8.81ex/s][A[A[A preprocess datasets #2: 82%|████████▏ | 1258/1528 [02:03<00:26, 10.22ex/s][A[A preprocess datasets #4: 77%|███████▋ | 1171/1527 [02:03<00:34, 10.32ex/s][A[A[A[A preprocess datasets #3: 76%|███████▌ | 1162/1527 [02:03<00:40, 9.00ex/s][A[A[A preprocess datasets #1: 79%|███████▉ | 1214/1528 [02:03<00:31, 9.89ex/s][A preprocess datasets #4: 77%|███████▋ | 1173/1527 [02:03<00:30, 11.55ex/s][A[A[A[A preprocess datasets #0: 77%|███████▋ | 1181/1528 [02:03<00:34, 10.00ex/s] preprocess datasets #1: 80%|███████▉ | 1215/1528 [02:03<00:32, 9.60ex/s][A preprocess datasets #3: 76%|███████▌ | 1163/1527 [02:03<00:43, 8.34ex/s][A[A[A preprocess datasets #0: 77%|███████▋ | 1182/1528 [02:03<00:35, 9.69ex/s] preprocess datasets #2: 82%|████████▏ | 1260/1528 [02:03<00:29, 9.12ex/s][A[A preprocess datasets #4: 77%|███████▋ | 1175/1527 [02:03<00:33, 10.66ex/s][A[A[A[A preprocess datasets #1: 80%|███████▉ | 1217/1528 [02:03<00:28, 10.94ex/s][A preprocess datasets #2: 83%|████████▎ | 1261/1528 [02:03<00:30, 8.72ex/s][A[A preprocess datasets #0: 77%|███████▋ | 1183/1528 [02:03<00:39, 8.65ex/s] preprocess datasets #3: 76%|███████▋ | 1165/1527 [02:03<00:39, 9.22ex/s][A[A[A preprocess datasets #2: 83%|████████▎ | 1262/1528 [02:03<00:30, 8.63ex/s][A[A preprocess datasets #1: 80%|███████▉ | 1219/1528 [02:03<00:29, 10.36ex/s][A preprocess datasets #4: 77%|███████▋ | 1178/1527 [02:03<00:30, 11.44ex/s][A[A[A[A preprocess datasets #3: 76%|███████▋ | 1167/1527 [02:03<00:36, 9.99ex/s][A[A[A preprocess datasets #2: 83%|████████▎ | 1263/1528 [02:03<00:30, 8.71ex/s][A[A preprocess datasets #0: 78%|███████▊ | 1185/1528 [02:03<00:39, 8.63ex/s] preprocess datasets #4: 77%|███████▋ | 1180/1527 [02:03<00:29, 11.73ex/s][A[A[A[A preprocess datasets #0: 78%|███████▊ | 1186/1528 [02:03<00:39, 8.75ex/s] preprocess datasets #2: 83%|████████▎ | 1264/1528 [02:03<00:30, 8.52ex/s][A[A preprocess datasets #3: 77%|███████▋ | 1169/1527 [02:03<00:35, 9.97ex/s][A[A[A preprocess datasets #1: 80%|███████▉ | 1221/1528 [02:04<00:32, 9.48ex/s][A preprocess datasets #0: 78%|███████▊ | 1187/1528 [02:04<00:38, 8.86ex/s] preprocess datasets #2: 83%|████████▎ | 1265/1528 [02:04<00:30, 8.55ex/s][A[A preprocess datasets #4: 77%|███████▋ | 1182/1527 [02:04<00:30, 11.21ex/s][A[A[A[A preprocess datasets #1: 80%|████████ | 1223/1528 [02:04<00:29, 10.40ex/s][A preprocess datasets #0: 78%|███████▊ | 1188/1528 [02:04<00:38, 8.78ex/s] preprocess datasets #3: 77%|███████▋ | 1171/1527 [02:04<00:37, 9.38ex/s][A[A[A preprocess datasets #0: 78%|███████▊ | 1190/1528 [02:04<00:30, 10.96ex/s] preprocess datasets #1: 80%|████████ | 1225/1528 [02:04<00:27, 11.05ex/s][A preprocess datasets #2: 83%|████████▎ | 1267/1528 [02:04<00:32, 8.14ex/s][A[A preprocess datasets #4: 78%|███████▊ | 1184/1527 [02:04<00:32, 10.66ex/s][A[A[A[A preprocess datasets #3: 77%|███████▋ | 1172/1527 [02:04<00:38, 9.13ex/s][A[A[A preprocess datasets #2: 83%|████████▎ | 1268/1528 [02:04<00:32, 7.91ex/s][A[A preprocess datasets #3: 77%|███████▋ | 1174/1527 [02:04<00:34, 10.32ex/s][A[A[A preprocess datasets #0: 78%|███████▊ | 1192/1528 [02:04<00:34, 9.71ex/s] preprocess datasets #4: 78%|███████▊ | 1186/1527 [02:04<00:38, 8.93ex/s][A[A[A[A preprocess datasets #1: 80%|████████ | 1227/1528 [02:04<00:34, 8.62ex/s][A preprocess datasets #3: 77%|███████▋ | 1177/1527 [02:04<00:31, 11.23ex/s][A[A[A preprocess datasets #2: 83%|████████▎ | 1270/1528 [02:04<00:34, 7.42ex/s][A[A preprocess datasets #1: 80%|████████ | 1229/1528 [02:04<00:31, 9.61ex/s][A preprocess datasets #0: 78%|███████▊ | 1194/1528 [02:04<00:38, 8.60ex/s] preprocess datasets #2: 83%|████████▎ | 1271/1528 [02:04<00:34, 7.55ex/s][A[A preprocess datasets #4: 78%|███████▊ | 1189/1527 [02:04<00:35, 9.61ex/s][A[A[A[A preprocess datasets #1: 81%|████████ | 1231/1528 [02:04<00:27, 10.63ex/s][A preprocess datasets #0: 78%|███████▊ | 1195/1528 [02:05<00:42, 7.80ex/s] preprocess datasets #3: 77%|███████▋ | 1179/1527 [02:04<00:37, 9.34ex/s][A[A[A preprocess datasets #4: 78%|███████▊ | 1190/1527 [02:04<00:35, 9.58ex/s][A[A[A[A preprocess datasets #2: 83%|████████▎ | 1273/1528 [02:05<00:29, 8.60ex/s][A[A preprocess datasets #0: 78%|███████▊ | 1196/1528 [02:05<00:41, 7.91ex/s] preprocess datasets #1: 81%|████████ | 1233/1528 [02:05<00:28, 10.40ex/s][A preprocess datasets #2: 83%|████████▎ | 1274/1528 [02:05<00:30, 8.26ex/s][A[A preprocess datasets #3: 77%|███████▋ | 1182/1527 [02:05<00:30, 11.24ex/s][A[A[A preprocess datasets #0: 78%|███████▊ | 1197/1528 [02:05<00:40, 8.27ex/s] preprocess datasets #4: 78%|███████▊ | 1192/1527 [02:05<00:35, 9.53ex/s][A[A[A[A preprocess datasets #2: 83%|████████▎ | 1275/1528 [02:05<00:30, 8.20ex/s][A[A preprocess datasets #0: 78%|███████▊ | 1198/1528 [02:05<00:39, 8.25ex/s] preprocess datasets #4: 78%|███████▊ | 1193/1527 [02:05<00:34, 9.59ex/s][A[A[A[A preprocess datasets #3: 78%|███████▊ | 1184/1527 [02:05<00:30, 11.11ex/s][A[A[A preprocess datasets #1: 81%|████████ | 1235/1528 [02:05<00:30, 9.57ex/s][A preprocess datasets #2: 84%|████████▎ | 1276/1528 [02:05<00:29, 8.50ex/s][A[A preprocess datasets #4: 78%|███████▊ | 1194/1527 [02:05<00:38, 8.58ex/s][A[A[A[A preprocess datasets #0: 79%|███████▊ | 1200/1528 [02:05<00:35, 9.23ex/s] preprocess datasets #1: 81%|████████ | 1237/1528 [02:05<00:30, 9.57ex/s][A preprocess datasets #2: 84%|████████▎ | 1277/1528 [02:05<00:34, 7.30ex/s][A[A preprocess datasets #0: 79%|███████▊ | 1201/1528 [02:05<00:37, 8.82ex/s] preprocess datasets #4: 78%|███████▊ | 1196/1527 [02:05<00:34, 9.71ex/s][A[A[A[A preprocess datasets #3: 78%|███████▊ | 1186/1527 [02:05<00:35, 9.55ex/s][A[A[A preprocess datasets #2: 84%|████████▎ | 1278/1528 [02:05<00:32, 7.64ex/s][A[A preprocess datasets #0: 79%|███████▊ | 1202/1528 [02:05<00:36, 8.85ex/s] preprocess datasets #1: 81%|████████ | 1239/1528 [02:05<00:28, 10.12ex/s][A preprocess datasets #2: 84%|████████▎ | 1279/1528 [02:05<00:30, 8.10ex/s][A[A preprocess datasets #4: 78%|███████▊ | 1198/1527 [02:05<00:35, 9.28ex/s][A[A[A[A preprocess datasets #1: 81%|████████ | 1241/1528 [02:05<00:25, 11.14ex/s][A preprocess datasets #0: 79%|███████▊ | 1203/1528 [02:05<00:42, 7.69ex/s] preprocess datasets #3: 78%|███████▊ | 1188/1527 [02:05<00:38, 8.80ex/s][A[A[A preprocess datasets #1: 81%|████████▏ | 1243/1528 [02:06<00:22, 12.44ex/s][A preprocess datasets #2: 84%|████████▍ | 1280/1528 [02:06<00:36, 6.78ex/s][A[A preprocess datasets #4: 79%|███████▊ | 1200/1527 [02:06<00:31, 10.33ex/s][A[A[A[A preprocess datasets #0: 79%|███████▉ | 1204/1528 [02:06<00:41, 7.84ex/s] preprocess datasets #3: 78%|███████▊ | 1189/1527 [02:06<00:40, 8.40ex/s][A[A[A preprocess datasets #4: 79%|███████▊ | 1202/1527 [02:06<00:27, 12.02ex/s][A[A[A[A preprocess datasets #1: 81%|████████▏ | 1245/1528 [02:06<00:23, 11.86ex/s][A preprocess datasets #3: 78%|███████▊ | 1190/1527 [02:06<00:42, 7.94ex/s][A[A[A preprocess datasets #0: 79%|███████▉ | 1206/1528 [02:06<00:40, 8.04ex/s] preprocess datasets #4: 79%|███████▉ | 1204/1527 [02:06<00:27, 11.83ex/s][A[A[A[A preprocess datasets #2: 84%|████████▍ | 1281/1528 [02:06<00:51, 4.84ex/s][A[A preprocess datasets #1: 82%|████████▏ | 1247/1528 [02:06<00:24, 11.56ex/s][A preprocess datasets #0: 79%|███████▉ | 1207/1528 [02:06<00:41, 7.69ex/s] preprocess datasets #3: 78%|███████▊ | 1191/1527 [02:06<00:48, 6.95ex/s][A[A[A preprocess datasets #4: 79%|███████▉ | 1206/1527 [02:06<00:26, 12.05ex/s][A[A[A[A preprocess datasets #2: 84%|████████▍ | 1282/1528 [02:06<00:46, 5.27ex/s][A[A preprocess datasets #1: 82%|████████▏ | 1249/1528 [02:06<00:24, 11.58ex/s][A preprocess datasets #0: 79%|███████▉ | 1208/1528 [02:06<00:43, 7.44ex/s] preprocess datasets #3: 78%|███████▊ | 1192/1527 [02:06<00:48, 6.91ex/s][A[A[A preprocess datasets #2: 84%|████████▍ | 1283/1528 [02:06<00:42, 5.75ex/s][A[A preprocess datasets #0: 79%|███████▉ | 1209/1528 [02:06<00:42, 7.46ex/s] preprocess datasets #3: 78%|███████▊ | 1193/1527 [02:06<00:46, 7.20ex/s][A[A[A preprocess datasets #2: 84%|████████▍ | 1284/1528 [02:06<00:37, 6.55ex/s][A[A preprocess datasets #4: 79%|███████▉ | 1208/1527 [02:06<00:33, 9.43ex/s][A[A[A[A preprocess datasets #0: 79%|███████▉ | 1210/1528 [02:06<00:41, 7.58ex/s] preprocess datasets #1: 82%|████████▏ | 1251/1528 [02:06<00:28, 9.58ex/s][A preprocess datasets #3: 78%|███████▊ | 1195/1527 [02:06<00:40, 8.22ex/s][A[A[A preprocess datasets #2: 84%|████████▍ | 1285/1528 [02:06<00:36, 6.63ex/s][A[A preprocess datasets #4: 79%|███████▉ | 1210/1527 [02:06<00:30, 10.29ex/s][A[A[A[A preprocess datasets #0: 79%|███████▉ | 1211/1528 [02:07<00:40, 7.79ex/s] preprocess datasets #2: 84%|████████▍ | 1286/1528 [02:07<00:33, 7.24ex/s][A[A preprocess datasets #1: 82%|████████▏ | 1253/1528 [02:07<00:27, 9.83ex/s][A preprocess datasets #3: 78%|███████▊ | 1196/1527 [02:07<00:44, 7.47ex/s][A[A[A preprocess datasets #0: 79%|███████▉ | 1212/1528 [02:07<00:41, 7.55ex/s] preprocess datasets #2: 84%|████████▍ | 1287/1528 [02:07<00:33, 7.22ex/s][A[A preprocess datasets #3: 78%|███████▊ | 1197/1527 [02:07<00:42, 7.83ex/s][A[A[A preprocess datasets #1: 82%|████████▏ | 1255/1528 [02:07<00:26, 10.47ex/s][A preprocess datasets #4: 79%|███████▉ | 1212/1527 [02:07<00:33, 9.31ex/s][A[A[A[A preprocess datasets #0: 79%|███████▉ | 1213/1528 [02:07<00:46, 6.76ex/s] preprocess datasets #3: 78%|███████▊ | 1198/1527 [02:07<00:40, 8.11ex/s][A[A[A preprocess datasets #4: 80%|███████▉ | 1214/1527 [02:07<00:29, 10.48ex/s][A[A[A[A preprocess datasets #2: 84%|████████▍ | 1289/1528 [02:07<00:30, 7.95ex/s][A[A preprocess datasets #1: 82%|████████▏ | 1257/1528 [02:07<00:25, 10.58ex/s][A preprocess datasets #0: 79%|███████▉ | 1214/1528 [02:07<00:45, 6.87ex/s] preprocess datasets #3: 79%|███████▊ | 1199/1527 [02:07<00:41, 8.00ex/s][A[A[A preprocess datasets #2: 84%|████████▍ | 1290/1528 [02:07<00:30, 7.89ex/s][A[A preprocess datasets #3: 79%|███████▊ | 1201/1527 [02:07<00:30, 10.74ex/s][A[A[A preprocess datasets #0: 80%|███████▉ | 1215/1528 [02:07<00:43, 7.16ex/s] preprocess datasets #4: 80%|███████▉ | 1216/1527 [02:07<00:30, 10.07ex/s][A[A[A[A preprocess datasets #1: 82%|████████▏ | 1259/1528 [02:07<00:28, 9.44ex/s][A preprocess datasets #2: 84%|████████▍ | 1291/1528 [02:07<00:31, 7.61ex/s][A[A preprocess datasets #0: 80%|███████▉ | 1217/1528 [02:07<00:32, 9.58ex/s] preprocess datasets #3: 79%|███████▉ | 1203/1527 [02:07<00:27, 11.70ex/s][A[A[A preprocess datasets #4: 80%|███████▉ | 1218/1527 [02:07<00:29, 10.36ex/s][A[A[A[A preprocess datasets #0: 80%|███████▉ | 1218/1528 [02:07<00:32, 9.53ex/s] preprocess datasets #2: 85%|████████▍ | 1292/1528 [02:07<00:31, 7.44ex/s][A[A preprocess datasets #1: 82%|████████▏ | 1260/1528 [02:07<00:31, 8.57ex/s][A preprocess datasets #3: 79%|███████▉ | 1205/1527 [02:07<00:26, 12.20ex/s][A[A[A preprocess datasets #2: 85%|████████▍ | 1293/1528 [02:07<00:29, 7.84ex/s][A[A preprocess datasets #0: 80%|███████▉ | 1220/1528 [02:08<00:30, 10.04ex/s] preprocess datasets #4: 80%|███████▉ | 1220/1527 [02:07<00:32, 9.33ex/s][A[A[A[A preprocess datasets #1: 83%|████████▎ | 1262/1528 [02:08<00:29, 9.11ex/s][A preprocess datasets #3: 79%|███████▉ | 1207/1527 [02:08<00:28, 11.05ex/s][A[A[A preprocess datasets #2: 85%|████████▍ | 1294/1528 [02:08<00:31, 7.51ex/s][A[A preprocess datasets #1: 83%|████████▎ | 1263/1528 [02:08<00:28, 9.21ex/s][A preprocess datasets #4: 80%|███████▉ | 1221/1527 [02:08<00:33, 9.11ex/s][A[A[A[A preprocess datasets #3: 79%|███████▉ | 1209/1527 [02:08<00:29, 10.89ex/s][A[A[A preprocess datasets #4: 80%|████████ | 1223/1527 [02:08<00:27, 10.95ex/s][A[A[A[A preprocess datasets #2: 85%|████████▍ | 1295/1528 [02:08<00:35, 6.53ex/s][A[A preprocess datasets #0: 80%|███████▉ | 1222/1528 [02:08<00:36, 8.42ex/s] preprocess datasets #1: 83%|████████▎ | 1265/1528 [02:08<00:26, 10.04ex/s][A preprocess datasets #2: 85%|████████▍ | 1296/1528 [02:08<00:32, 7.12ex/s][A[A preprocess datasets #4: 80%|████████ | 1225/1527 [02:08<00:25, 11.87ex/s][A[A[A[A preprocess datasets #3: 79%|███████▉ | 1211/1527 [02:08<00:29, 10.79ex/s][A[A[A preprocess datasets #1: 83%|████████▎ | 1267/1528 [02:08<00:25, 10.12ex/s][A preprocess datasets #2: 85%|████████▍ | 1297/1528 [02:08<00:30, 7.46ex/s][A[A preprocess datasets #0: 80%|████████ | 1224/1528 [02:08<00:35, 8.46ex/s] preprocess datasets #4: 80%|████████ | 1227/1527 [02:08<00:27, 10.82ex/s][A[A[A[A preprocess datasets #3: 79%|███████▉ | 1213/1527 [02:08<00:29, 10.67ex/s][A[A[A preprocess datasets #1: 83%|████████▎ | 1269/1528 [02:08<00:23, 10.86ex/s][A preprocess datasets #2: 85%|████████▍ | 1298/1528 [02:08<00:32, 7.13ex/s][A[A preprocess datasets #0: 80%|████████ | 1226/1528 [02:08<00:32, 9.23ex/s] preprocess datasets #3: 80%|███████▉ | 1215/1527 [02:08<00:27, 11.43ex/s][A[A[A preprocess datasets #2: 85%|████████▌ | 1300/1528 [02:08<00:26, 8.70ex/s][A[A preprocess datasets #0: 80%|████████ | 1228/1528 [02:08<00:30, 9.68ex/s] preprocess datasets #1: 83%|████████▎ | 1271/1528 [02:08<00:25, 10.11ex/s][A preprocess datasets #4: 80%|████████ | 1229/1527 [02:08<00:31, 9.36ex/s][A[A[A[A preprocess datasets #3: 80%|███████▉ | 1217/1527 [02:08<00:26, 11.86ex/s][A[A[A preprocess datasets #2: 85%|████████▌ | 1301/1528 [02:08<00:26, 8.45ex/s][A[A preprocess datasets #1: 83%|████████▎ | 1273/1528 [02:09<00:23, 10.83ex/s][A preprocess datasets #4: 81%|████████ | 1231/1527 [02:09<00:29, 9.96ex/s][A[A[A[A preprocess datasets #0: 80%|████████ | 1230/1528 [02:09<00:32, 9.12ex/s] preprocess datasets #2: 85%|████████▌ | 1303/1528 [02:09<00:23, 9.41ex/s][A[A preprocess datasets #1: 83%|████████▎ | 1275/1528 [02:09<00:21, 12.04ex/s][A preprocess datasets #3: 80%|███████▉ | 1219/1527 [02:09<00:29, 10.50ex/s][A[A[A preprocess datasets #0: 81%|████████ | 1231/1528 [02:09<00:33, 8.99ex/s] preprocess datasets #4: 81%|████████ | 1233/1527 [02:09<00:32, 9.16ex/s][A[A[A[A preprocess datasets #1: 84%|████████▎ | 1278/1528 [02:09<00:17, 14.00ex/s][A preprocess datasets #3: 80%|███████▉ | 1221/1527 [02:09<00:27, 11.23ex/s][A[A[A preprocess datasets #2: 85%|████████▌ | 1305/1528 [02:09<00:23, 9.34ex/s][A[A preprocess datasets #0: 81%|████████ | 1233/1528 [02:09<00:29, 10.12ex/s] preprocess datasets #4: 81%|████████ | 1234/1527 [02:09<00:31, 9.29ex/s][A[A[A[A preprocess datasets #1: 84%|████████▍ | 1280/1528 [02:09<00:18, 13.64ex/s][A preprocess datasets #3: 80%|████████ | 1223/1527 [02:09<00:26, 11.26ex/s][A[A[A preprocess datasets #2: 85%|████████▌ | 1306/1528 [02:09<00:25, 8.66ex/s][A[A preprocess datasets #0: 81%|████████ | 1235/1528 [02:09<00:27, 10.75ex/s] preprocess datasets #1: 84%|████████▍ | 1282/1528 [02:09<00:17, 14.27ex/s][A preprocess datasets #4: 81%|████████ | 1236/1527 [02:09<00:30, 9.61ex/s][A[A[A[A preprocess datasets #2: 86%|████████▌ | 1307/1528 [02:09<00:25, 8.59ex/s][A[A preprocess datasets #3: 80%|████████ | 1226/1527 [02:09<00:21, 13.73ex/s][A[A[A preprocess datasets #0: 81%|████████ | 1237/1528 [02:09<00:26, 11.12ex/s] preprocess datasets #1: 84%|████████▍ | 1284/1528 [02:09<00:16, 14.89ex/s][A preprocess datasets #4: 81%|████████ | 1237/1527 [02:09<00:30, 9.44ex/s][A[A[A[A preprocess datasets #2: 86%|████████▌ | 1308/1528 [02:09<00:25, 8.79ex/s][A[A preprocess datasets #3: 80%|████████ | 1228/1527 [02:09<00:21, 13.82ex/s][A[A[A preprocess datasets #2: 86%|████████▌ | 1309/1528 [02:09<00:26, 8.26ex/s][A[A preprocess datasets #4: 81%|████████ | 1239/1527 [02:09<00:29, 9.89ex/s][A[A[A[A preprocess datasets #1: 84%|████████▍ | 1286/1528 [02:09<00:18, 12.90ex/s][A preprocess datasets #0: 81%|████████ | 1239/1528 [02:09<00:28, 10.17ex/s] preprocess datasets #3: 81%|████████ | 1230/1527 [02:09<00:22, 13.08ex/s][A[A[A preprocess datasets #2: 86%|████████▌ | 1310/1528 [02:09<00:25, 8.41ex/s][A[A preprocess datasets #4: 81%|████████ | 1240/1527 [02:10<00:32, 8.84ex/s][A[A[A[A preprocess datasets #2: 86%|████████▌ | 1311/1528 [02:10<00:25, 8.65ex/s][A[A preprocess datasets #3: 81%|████████ | 1232/1527 [02:10<00:21, 13.55ex/s][A[A[A preprocess datasets #1: 84%|████████▍ | 1288/1528 [02:10<00:19, 12.42ex/s][A preprocess datasets #0: 81%|████████ | 1241/1528 [02:10<00:27, 10.38ex/s] preprocess datasets #4: 81%|████████▏ | 1241/1527 [02:10<00:31, 9.05ex/s][A[A[A[A preprocess datasets #1: 84%|████████▍ | 1290/1528 [02:10<00:18, 13.14ex/s][A preprocess datasets #2: 86%|████████▌ | 1312/1528 [02:10<00:27, 7.73ex/s][A[A preprocess datasets #3: 81%|████████ | 1234/1527 [02:10<00:22, 13.15ex/s][A[A[A preprocess datasets #4: 81%|████████▏ | 1242/1527 [02:10<00:30, 9.25ex/s][A[A[A[A preprocess datasets #0: 81%|████████▏ | 1243/1528 [02:10<00:29, 9.64ex/s] preprocess datasets #2: 86%|████████▌ | 1313/1528 [02:10<00:29, 7.40ex/s][A[A preprocess datasets #3: 81%|████████ | 1236/1527 [02:10<00:22, 13.02ex/s][A[A[A preprocess datasets #1: 85%|████████▍ | 1292/1528 [02:10<00:19, 12.42ex/s][A preprocess datasets #4: 81%|████████▏ | 1243/1527 [02:10<00:36, 7.72ex/s][A[A[A[A preprocess datasets #2: 86%|████████▌ | 1314/1528 [02:10<00:26, 7.94ex/s][A[A preprocess datasets #0: 81%|████████▏ | 1245/1528 [02:10<00:27, 10.40ex/s] preprocess datasets #4: 81%|████████▏ | 1244/1527 [02:10<00:35, 8.08ex/s][A[A[A[A preprocess datasets #3: 81%|████████ | 1238/1527 [02:10<00:23, 12.22ex/s][A[A[A preprocess datasets #2: 86%|████████▌ | 1316/1528 [02:10<00:22, 9.29ex/s][A[A preprocess datasets #1: 85%|████████▍ | 1294/1528 [02:10<00:23, 10.09ex/s][A preprocess datasets #4: 82%|████████▏ | 1246/1527 [02:10<00:28, 9.81ex/s][A[A[A[A preprocess datasets #0: 82%|████████▏ | 1247/1528 [02:10<00:30, 9.29ex/s] preprocess datasets #2: 86%|████████▌ | 1317/1528 [02:10<00:23, 8.84ex/s][A[A preprocess datasets #3: 81%|████████ | 1240/1527 [02:10<00:25, 11.28ex/s][A[A[A preprocess datasets #1: 85%|████████▍ | 1296/1528 [02:10<00:21, 10.82ex/s][A preprocess datasets #3: 81%|████████▏ | 1242/1527 [02:10<00:22, 12.90ex/s][A[A[A preprocess datasets #4: 82%|████████▏ | 1248/1527 [02:10<00:30, 9.19ex/s][A[A[A[A preprocess datasets #2: 86%|████████▋ | 1319/1528 [02:10<00:21, 9.55ex/s][A[A preprocess datasets #0: 82%|████████▏ | 1249/1528 [02:11<00:30, 9.09ex/s] preprocess datasets #1: 85%|████████▍ | 1298/1528 [02:11<00:21, 10.66ex/s][A preprocess datasets #3: 81%|████████▏ | 1244/1527 [02:11<00:21, 13.37ex/s][A[A[A preprocess datasets #4: 82%|████████▏ | 1250/1527 [02:11<00:26, 10.36ex/s][A[A[A[A preprocess datasets #2: 86%|████████▋ | 1320/1528 [02:11<00:22, 9.17ex/s][A[A preprocess datasets #0: 82%|████████▏ | 1250/1528 [02:11<00:30, 9.18ex/s] preprocess datasets #1: 85%|████████▌ | 1300/1528 [02:11<00:20, 11.07ex/s][A preprocess datasets #2: 86%|████████▋ | 1321/1528 [02:11<00:22, 9.28ex/s][A[A preprocess datasets #3: 82%|████████▏ | 1246/1527 [02:11<00:22, 12.70ex/s][A[A[A preprocess datasets #0: 82%|████████▏ | 1251/1528 [02:11<00:29, 9.32ex/s] preprocess datasets #4: 82%|████████▏ | 1252/1527 [02:11<00:25, 10.58ex/s][A[A[A[A preprocess datasets #2: 87%|████████▋ | 1322/1528 [02:11<00:22, 9.36ex/s][A[A preprocess datasets #3: 82%|████████▏ | 1248/1527 [02:11<00:22, 12.47ex/s][A[A[A preprocess datasets #1: 85%|████████▌ | 1302/1528 [02:11<00:21, 10.71ex/s][A preprocess datasets #0: 82%|████████▏ | 1253/1528 [02:11<00:28, 9.62ex/s] preprocess datasets #2: 87%|████████▋ | 1323/1528 [02:11<00:22, 9.18ex/s][A[A preprocess datasets #4: 82%|████████▏ | 1254/1527 [02:11<00:25, 10.55ex/s][A[A[A[A preprocess datasets #2: 87%|████████▋ | 1324/1528 [02:11<00:23, 8.81ex/s][A[A preprocess datasets #1: 85%|████████▌ | 1304/1528 [02:11<00:20, 11.06ex/s][A preprocess datasets #0: 82%|████████▏ | 1255/1528 [02:11<00:25, 10.63ex/s] preprocess datasets #3: 82%|████████▏ | 1250/1527 [02:11<00:23, 11.59ex/s][A[A[A preprocess datasets #4: 82%|████████▏ | 1256/1527 [02:11<00:24, 11.01ex/s][A[A[A[A preprocess datasets #2: 87%|████████▋ | 1325/1528 [02:11<00:23, 8.64ex/s][A[A preprocess datasets #1: 85%|████████▌ | 1306/1528 [02:11<00:20, 11.09ex/s][A preprocess datasets #3: 82%|████████▏ | 1252/1527 [02:11<00:23, 11.69ex/s][A[A[A preprocess datasets #0: 82%|████████▏ | 1257/1528 [02:11<00:25, 10.68ex/s] preprocess datasets #2: 87%|████████▋ | 1326/1528 [02:11<00:22, 8.88ex/s][A[A preprocess datasets #4: 82%|████████▏ | 1258/1527 [02:11<00:26, 10.18ex/s][A[A[A[A preprocess datasets #3: 82%|████████▏ | 1254/1527 [02:11<00:21, 12.45ex/s][A[A[A preprocess datasets #2: 87%|████████▋ | 1327/1528 [02:11<00:23, 8.49ex/s][A[A preprocess datasets #0: 82%|████████▏ | 1259/1528 [02:11<00:24, 11.08ex/s] preprocess datasets #1: 86%|████████▌ | 1308/1528 [02:12<00:21, 10.27ex/s][A preprocess datasets #2: 87%|████████▋ | 1328/1528 [02:12<00:23, 8.49ex/s][A[A preprocess datasets #3: 82%|████████▏ | 1256/1527 [02:12<00:21, 12.84ex/s][A[A[A preprocess datasets #0: 83%|████████▎ | 1261/1528 [02:12<00:22, 12.01ex/s] preprocess datasets #4: 83%|████████▎ | 1260/1527 [02:12<00:26, 9.98ex/s][A[A[A[A preprocess datasets #1: 86%|████████▌ | 1310/1528 [02:12<00:20, 10.49ex/s][A preprocess datasets #2: 87%|████████▋ | 1329/1528 [02:12<00:25, 7.84ex/s][A[A preprocess datasets #3: 82%|████████▏ | 1258/1527 [02:12<00:20, 12.87ex/s][A[A[A preprocess datasets #4: 83%|████████▎ | 1262/1527 [02:12<00:26, 9.91ex/s][A[A[A[A preprocess datasets #0: 83%|████████▎ | 1263/1528 [02:12<00:25, 10.51ex/s] preprocess datasets #1: 86%|████████▌ | 1312/1528 [02:12<00:20, 10.76ex/s][A preprocess datasets #3: 83%|████████▎ | 1261/1527 [02:12<00:17, 14.98ex/s][A[A[A preprocess datasets #2: 87%|████████▋ | 1331/1528 [02:12<00:24, 8.07ex/s][A[A preprocess datasets #3: 83%|████████▎ | 1263/1527 [02:12<00:16, 15.76ex/s][A[A[A preprocess datasets #4: 83%|████████▎ | 1264/1527 [02:12<00:26, 9.90ex/s][A[A[A[A preprocess datasets #2: 87%|████████▋ | 1332/1528 [02:12<00:25, 7.76ex/s][A[A preprocess datasets #0: 83%|████████▎ | 1267/1528 [02:12<00:22, 11.69ex/s] preprocess datasets #3: 83%|████████▎ | 1265/1527 [02:12<00:18, 14.07ex/s][A[A[A preprocess datasets #4: 83%|████████▎ | 1265/1527 [02:12<00:29, 8.88ex/s][A[A[A[A preprocess datasets #1: 86%|████████▌ | 1314/1528 [02:12<00:24, 8.68ex/s][A preprocess datasets #2: 87%|████████▋ | 1333/1528 [02:12<00:25, 7.78ex/s][A[A preprocess datasets #4: 83%|████████▎ | 1266/1527 [02:12<00:28, 9.06ex/s][A[A[A[A preprocess datasets #3: 83%|████████▎ | 1267/1527 [02:12<00:18, 14.42ex/s][A[A[A preprocess datasets #2: 87%|████████▋ | 1334/1528 [02:12<00:23, 8.20ex/s][A[A preprocess datasets #0: 83%|████████▎ | 1269/1528 [02:12<00:23, 10.89ex/s] preprocess datasets #1: 86%|████████▌ | 1316/1528 [02:12<00:22, 9.26ex/s][A preprocess datasets #3: 83%|████████▎ | 1269/1527 [02:12<00:17, 15.14ex/s][A[A[A preprocess datasets #4: 83%|████████▎ | 1267/1527 [02:12<00:30, 8.65ex/s][A[A[A[A preprocess datasets #1: 86%|████████▌ | 1317/1528 [02:13<00:23, 9.05ex/s][A preprocess datasets #2: 87%|████████▋ | 1336/1528 [02:12<00:20, 9.17ex/s][A[A preprocess datasets #4: 83%|████████▎ | 1268/1527 [02:12<00:29, 8.82ex/s][A[A[A[A preprocess datasets #0: 83%|████████▎ | 1271/1528 [02:13<00:24, 10.51ex/s] preprocess datasets #3: 83%|████████▎ | 1272/1527 [02:13<00:15, 16.24ex/s][A[A[A preprocess datasets #4: 83%|████████▎ | 1269/1527 [02:13<00:30, 8.58ex/s][A[A[A[A preprocess datasets #2: 88%|████████▊ | 1337/1528 [02:13<00:23, 8.29ex/s][A[A preprocess datasets #1: 86%|████████▋ | 1319/1528 [02:13<00:22, 9.48ex/s][A preprocess datasets #3: 83%|████████▎ | 1274/1527 [02:13<00:16, 15.08ex/s][A[A[A preprocess datasets #4: 83%|████████▎ | 1271/1527 [02:13<00:25, 10.22ex/s][A[A[A[A preprocess datasets #1: 86%|████████▋ | 1320/1528 [02:13<00:21, 9.46ex/s][A preprocess datasets #0: 83%|████████▎ | 1273/1528 [02:13<00:27, 9.20ex/s] preprocess datasets #2: 88%|████████▊ | 1339/1528 [02:13<00:20, 9.09ex/s][A[A preprocess datasets #3: 84%|████████▎ | 1276/1527 [02:13<00:17, 14.67ex/s][A[A[A preprocess datasets #2: 88%|████████▊ | 1340/1528 [02:13<00:20, 9.23ex/s][A[A preprocess datasets #1: 87%|████████▋ | 1322/1528 [02:13<00:20, 9.88ex/s][A preprocess datasets #0: 83%|████████▎ | 1275/1528 [02:13<00:25, 10.02ex/s] preprocess datasets #3: 84%|████████▎ | 1278/1527 [02:13<00:17, 14.23ex/s][A[A[A preprocess datasets #4: 83%|████████▎ | 1273/1527 [02:13<00:26, 9.47ex/s][A[A[A[A preprocess datasets #2: 88%|████████▊ | 1341/1528 [02:13<00:20, 9.35ex/s][A[A preprocess datasets #1: 87%|████████▋ | 1323/1528 [02:13<00:20, 9.80ex/s][A preprocess datasets #3: 84%|████████▍ | 1280/1527 [02:13<00:16, 15.26ex/s][A[A[A preprocess datasets #4: 83%|████████▎ | 1274/1527 [02:13<00:26, 9.42ex/s][A[A[A[A preprocess datasets #2: 88%|████████▊ | 1342/1528 [02:13<00:20, 8.98ex/s][A[A preprocess datasets #1: 87%|████████▋ | 1324/1528 [02:13<00:21, 9.56ex/s][A preprocess datasets #2: 88%|████████▊ | 1343/1528 [02:13<00:20, 9.02ex/s][A[A preprocess datasets #0: 84%|████████▎ | 1277/1528 [02:13<00:28, 8.67ex/s] preprocess datasets #4: 84%|████████▎ | 1276/1527 [02:13<00:26, 9.59ex/s][A[A[A[A preprocess datasets #3: 84%|████████▍ | 1282/1527 [02:13<00:20, 12.23ex/s][A[A[A preprocess datasets #1: 87%|████████▋ | 1326/1528 [02:13<00:19, 10.20ex/s][A preprocess datasets #0: 84%|████████▎ | 1278/1528 [02:13<00:29, 8.47ex/s] preprocess datasets #2: 88%|████████▊ | 1344/1528 [02:13<00:22, 8.09ex/s][A[A preprocess datasets #4: 84%|████████▎ | 1277/1527 [02:13<00:27, 9.19ex/s][A[A[A[A preprocess datasets #1: 87%|████████▋ | 1328/1528 [02:13<00:16, 12.13ex/s][A preprocess datasets #0: 84%|████████▎ | 1279/1528 [02:14<00:29, 8.57ex/s] preprocess datasets #4: 84%|████████▎ | 1278/1527 [02:14<00:27, 9.07ex/s][A[A[A[A preprocess datasets #3: 84%|████████▍ | 1284/1527 [02:14<00:21, 11.37ex/s][A[A[A preprocess datasets #2: 88%|████████▊ | 1345/1528 [02:14<00:23, 7.87ex/s][A[A preprocess datasets #1: 87%|████████▋ | 1330/1528 [02:14<00:17, 11.65ex/s][A preprocess datasets #3: 84%|████████▍ | 1286/1527 [02:14<00:20, 11.93ex/s][A[A[A preprocess datasets #0: 84%|████████▍ | 1280/1528 [02:14<00:32, 7.74ex/s] preprocess datasets #4: 84%|████████▍ | 1280/1527 [02:14<00:26, 9.48ex/s][A[A[A[A preprocess datasets #2: 88%|████████▊ | 1347/1528 [02:14<00:21, 8.28ex/s][A[A preprocess datasets #1: 87%|████████▋ | 1332/1528 [02:14<00:16, 11.85ex/s][A preprocess datasets #0: 84%|████████▍ | 1282/1528 [02:14<00:25, 9.71ex/s] preprocess datasets #3: 84%|████████▍ | 1288/1527 [02:14<00:19, 12.41ex/s][A[A[A preprocess datasets #4: 84%|████████▍ | 1282/1527 [02:14<00:24, 9.92ex/s][A[A[A[A preprocess datasets #0: 84%|████████▍ | 1284/1528 [02:14<00:21, 11.48ex/s] preprocess datasets #1: 87%|████████▋ | 1334/1528 [02:14<00:15, 12.53ex/s][A preprocess datasets #3: 84%|████████▍ | 1290/1527 [02:14<00:17, 13.39ex/s][A[A[A preprocess datasets #2: 88%|████████▊ | 1348/1528 [02:14<00:25, 7.05ex/s][A[A preprocess datasets #2: 88%|████████▊ | 1349/1528 [02:14<00:23, 7.62ex/s][A[A preprocess datasets #4: 84%|████████▍ | 1284/1527 [02:14<00:23, 10.25ex/s][A[A[A[A preprocess datasets #1: 87%|████████▋ | 1336/1528 [02:14<00:15, 12.38ex/s][A preprocess datasets #3: 85%|████████▍ | 1292/1527 [02:14<00:17, 13.23ex/s][A[A[A preprocess datasets #3: 85%|████████▍ | 1294/1527 [02:14<00:17, 13.30ex/s][A[A[A preprocess datasets #2: 88%|████████▊ | 1350/1528 [02:14<00:25, 6.89ex/s][A[A preprocess datasets #0: 84%|████████▍ | 1286/1528 [02:14<00:28, 8.62ex/s] preprocess datasets #1: 88%|████████▊ | 1338/1528 [02:14<00:16, 11.83ex/s][A preprocess datasets #2: 88%|████████▊ | 1351/1528 [02:14<00:26, 6.62ex/s][A[A preprocess datasets #3: 85%|████████▍ | 1297/1527 [02:14<00:16, 14.12ex/s][A[A[A preprocess datasets #4: 84%|████████▍ | 1286/1527 [02:14<00:30, 8.02ex/s][A[A[A[A preprocess datasets #1: 88%|████████▊ | 1340/1528 [02:15<00:16, 11.67ex/s][A preprocess datasets #0: 84%|████████▍ | 1288/1528 [02:15<00:28, 8.40ex/s] preprocess datasets #3: 85%|████████▌ | 1300/1527 [02:15<00:13, 16.22ex/s][A[A[A preprocess datasets #2: 88%|████████▊ | 1352/1528 [02:15<00:27, 6.41ex/s][A[A preprocess datasets #4: 84%|████████▍ | 1287/1527 [02:15<00:31, 7.53ex/s][A[A[A[A preprocess datasets #1: 88%|████████▊ | 1342/1528 [02:15<00:16, 11.48ex/s][A preprocess datasets #0: 84%|████████▍ | 1290/1528 [02:15<00:24, 9.61ex/s] preprocess datasets #4: 84%|████████▍ | 1288/1527 [02:15<00:30, 7.95ex/s][A[A[A[A preprocess datasets #2: 89%|████████▊ | 1353/1528 [02:15<00:28, 6.15ex/s][A[A preprocess datasets #1: 88%|████████▊ | 1344/1528 [02:15<00:15, 11.75ex/s][A preprocess datasets #3: 85%|████████▌ | 1303/1527 [02:15<00:14, 15.10ex/s][A[A[A preprocess datasets #0: 85%|████████▍ | 1293/1528 [02:15<00:20, 11.27ex/s] preprocess datasets #2: 89%|████████▊ | 1354/1528 [02:15<00:25, 6.91ex/s][A[A preprocess datasets #3: 85%|████████▌ | 1305/1527 [02:15<00:15, 14.63ex/s][A[A[A preprocess datasets #1: 88%|████████▊ | 1346/1528 [02:15<00:16, 10.86ex/s][A preprocess datasets #0: 85%|████████▍ | 1295/1528 [02:15<00:21, 11.02ex/s] preprocess datasets #2: 89%|████████▊ | 1356/1528 [02:15<00:21, 8.13ex/s][A[A preprocess datasets #4: 84%|████████▍ | 1290/1527 [02:15<00:34, 6.87ex/s][A[A[A[A preprocess datasets #3: 86%|████████▌ | 1307/1527 [02:15<00:16, 13.57ex/s][A[A[A preprocess datasets #4: 85%|████████▍ | 1291/1527 [02:15<00:34, 6.94ex/s][A[A[A[A preprocess datasets #1: 88%|████████▊ | 1348/1528 [02:15<00:17, 10.54ex/s][A preprocess datasets #3: 86%|████████▌ | 1309/1527 [02:15<00:15, 13.92ex/s][A[A[A preprocess datasets #0: 85%|████████▍ | 1297/1528 [02:15<00:22, 10.28ex/s] preprocess datasets #2: 89%|████████▉ | 1358/1528 [02:15<00:20, 8.32ex/s][A[A preprocess datasets #1: 88%|████████▊ | 1350/1528 [02:15<00:16, 11.06ex/s][A preprocess datasets #4: 85%|████████▍ | 1292/1527 [02:15<00:36, 6.46ex/s][A[A[A[A preprocess datasets #2: 89%|████████▉ | 1359/1528 [02:15<00:20, 8.17ex/s][A[A preprocess datasets #3: 86%|████████▌ | 1311/1527 [02:15<00:16, 13.19ex/s][A[A[A preprocess datasets #0: 85%|████████▌ | 1299/1528 [02:16<00:22, 10.06ex/s] preprocess datasets #2: 89%|████████▉ | 1360/1528 [02:16<00:19, 8.43ex/s][A[A preprocess datasets #4: 85%|████████▍ | 1294/1527 [02:16<00:28, 8.11ex/s][A[A[A[A preprocess datasets #1: 88%|████████▊ | 1352/1528 [02:16<00:16, 10.75ex/s][A preprocess datasets #3: 86%|████████▌ | 1313/1527 [02:16<00:16, 13.33ex/s][A[A[A preprocess datasets #2: 89%|████████▉ | 1361/1528 [02:16<00:20, 8.18ex/s][A[A preprocess datasets #0: 85%|████████▌ | 1301/1528 [02:16<00:22, 10.31ex/s] preprocess datasets #1: 89%|████████▊ | 1354/1528 [02:16<00:15, 11.45ex/s][A preprocess datasets #2: 89%|████████▉ | 1362/1528 [02:16<00:19, 8.48ex/s][A[A preprocess datasets #3: 86%|████████▌ | 1315/1527 [02:16<00:17, 12.15ex/s][A[A[A preprocess datasets #4: 85%|████████▍ | 1296/1527 [02:16<00:27, 8.33ex/s][A[A[A[A preprocess datasets #0: 85%|████████▌ | 1303/1528 [02:16<00:19, 11.59ex/s] preprocess datasets #2: 89%|████████▉ | 1363/1528 [02:16<00:18, 8.75ex/s][A[A preprocess datasets #1: 89%|████████▊ | 1356/1528 [02:16<00:15, 11.29ex/s][A preprocess datasets #2: 89%|████████▉ | 1364/1528 [02:16<00:18, 8.99ex/s][A[A preprocess datasets #3: 86%|████████▌ | 1317/1527 [02:16<00:18, 11.47ex/s][A[A[A preprocess datasets #4: 85%|████████▌ | 1298/1527 [02:16<00:27, 8.35ex/s][A[A[A[A preprocess datasets #0: 85%|████████▌ | 1305/1528 [02:16<00:22, 10.02ex/s] preprocess datasets #2: 89%|████████▉ | 1365/1528 [02:16<00:18, 8.62ex/s][A[A preprocess datasets #3: 86%|████████▋ | 1319/1527 [02:16<00:18, 11.54ex/s][A[A[A preprocess datasets #1: 89%|████████▉ | 1358/1528 [02:16<00:17, 9.94ex/s][A preprocess datasets #4: 85%|████████▌ | 1299/1527 [02:16<00:28, 7.91ex/s][A[A[A[A preprocess datasets #2: 89%|████████▉ | 1366/1528 [02:16<00:18, 8.90ex/s][A[A preprocess datasets #0: 86%|████████▌ | 1307/1528 [02:16<00:21, 10.25ex/s] preprocess datasets #3: 87%|████████▋ | 1321/1527 [02:16<00:17, 11.63ex/s][A[A[A preprocess datasets #4: 85%|████████▌ | 1301/1527 [02:16<00:24, 9.31ex/s][A[A[A[A preprocess datasets #2: 89%|████████▉ | 1367/1528 [02:16<00:18, 8.60ex/s][A[A preprocess datasets #1: 89%|████████▉ | 1360/1528 [02:16<00:16, 10.06ex/s][A preprocess datasets #0: 86%|████████▌ | 1309/1528 [02:16<00:20, 10.82ex/s] preprocess datasets #4: 85%|████████▌ | 1303/1527 [02:16<00:21, 10.44ex/s][A[A[A[A preprocess datasets #3: 87%|████████▋ | 1323/1527 [02:16<00:17, 11.94ex/s][A[A[A preprocess datasets #2: 90%|████████▉ | 1368/1528 [02:17<00:21, 7.49ex/s][A[A preprocess datasets #1: 89%|████████▉ | 1362/1528 [02:17<00:15, 10.42ex/s][A preprocess datasets #0: 86%|████████▌ | 1311/1528 [02:17<00:20, 10.46ex/s] preprocess datasets #3: 87%|████████▋ | 1325/1527 [02:17<00:17, 11.48ex/s][A[A[A preprocess datasets #1: 89%|████████▉ | 1365/1528 [02:17<00:12, 12.81ex/s][A preprocess datasets #2: 90%|████████▉ | 1370/1528 [02:17<00:18, 8.47ex/s][A[A preprocess datasets #4: 85%|████████▌ | 1305/1527 [02:17<00:23, 9.49ex/s][A[A[A[A preprocess datasets #0: 86%|████████▌ | 1313/1528 [02:17<00:19, 10.87ex/s] preprocess datasets #2: 90%|████████▉ | 1371/1528 [02:17<00:18, 8.57ex/s][A[A preprocess datasets #3: 87%|████████▋ | 1328/1527 [02:17<00:15, 13.20ex/s][A[A[A preprocess datasets #1: 89%|████████▉ | 1367/1528 [02:17<00:13, 12.19ex/s][A preprocess datasets #0: 86%|████████▌ | 1315/1528 [02:17<00:20, 10.38ex/s] preprocess datasets #4: 86%|████████▌ | 1307/1527 [02:17<00:25, 8.60ex/s][A[A[A[A preprocess datasets #2: 90%|████████▉ | 1372/1528 [02:17<00:20, 7.54ex/s][A[A preprocess datasets #3: 87%|████████▋ | 1330/1527 [02:17<00:15, 12.76ex/s][A[A[A preprocess datasets #1: 90%|████████▉ | 1369/1528 [02:17<00:13, 11.85ex/s][A preprocess datasets #2: 90%|████████▉ | 1373/1528 [02:17<00:19, 7.92ex/s][A[A preprocess datasets #3: 87%|████████▋ | 1332/1527 [02:17<00:15, 12.33ex/s][A[A[A preprocess datasets #4: 86%|████████▌ | 1309/1527 [02:17<00:24, 8.99ex/s][A[A[A[A preprocess datasets #0: 86%|████████▌ | 1317/1528 [02:17<00:21, 9.74ex/s] preprocess datasets #1: 90%|████████▉ | 1371/1528 [02:17<00:13, 11.32ex/s][A preprocess datasets #2: 90%|████████▉ | 1374/1528 [02:17<00:20, 7.62ex/s][A[A preprocess datasets #3: 87%|████████▋ | 1334/1527 [02:17<00:15, 12.40ex/s][A[A[A preprocess datasets #4: 86%|████████▌ | 1310/1527 [02:17<00:25, 8.39ex/s][A[A[A[A preprocess datasets #2: 90%|████████▉ | 1375/1528 [02:17<00:18, 8.12ex/s][A[A preprocess datasets #1: 90%|████████▉ | 1373/1528 [02:17<00:13, 11.52ex/s][A preprocess datasets #0: 86%|████████▋ | 1319/1528 [02:18<00:22, 9.39ex/s] preprocess datasets #4: 86%|████████▌ | 1312/1527 [02:17<00:21, 10.00ex/s][A[A[A[A preprocess datasets #2: 90%|█████████ | 1376/1528 [02:18<00:19, 7.94ex/s][A[A preprocess datasets #1: 90%|████████▉ | 1375/1528 [02:18<00:13, 11.40ex/s][A preprocess datasets #3: 87%|████████▋ | 1336/1527 [02:18<00:17, 10.69ex/s][A[A[A preprocess datasets #2: 90%|█████████ | 1377/1528 [02:18<00:18, 8.08ex/s][A[A preprocess datasets #0: 86%|████████▋ | 1321/1528 [02:18<00:24, 8.52ex/s] preprocess datasets #4: 86%|████████▌ | 1314/1527 [02:18<00:24, 8.83ex/s][A[A[A[A preprocess datasets #3: 88%|████████▊ | 1338/1527 [02:18<00:17, 10.87ex/s][A[A[A preprocess datasets #2: 90%|█████████ | 1379/1528 [02:18<00:16, 9.13ex/s][A[A preprocess datasets #1: 90%|█████████ | 1377/1528 [02:18<00:13, 10.93ex/s][A preprocess datasets #0: 87%|████████▋ | 1323/1528 [02:18<00:22, 8.94ex/s] preprocess datasets #2: 90%|█████████ | 1380/1528 [02:18<00:18, 8.01ex/s][A[A preprocess datasets #4: 86%|████████▌ | 1316/1527 [02:18<00:23, 9.12ex/s][A[A[A[A preprocess datasets #1: 90%|█████████ | 1379/1528 [02:18<00:13, 10.98ex/s][A preprocess datasets #3: 88%|████████▊ | 1340/1527 [02:18<00:18, 10.32ex/s][A[A[A preprocess datasets #0: 87%|████████▋ | 1324/1528 [02:18<00:22, 8.92ex/s] preprocess datasets #2: 90%|█████████ | 1381/1528 [02:18<00:17, 8.22ex/s][A[A preprocess datasets #4: 86%|████████▌ | 1317/1527 [02:18<00:23, 8.93ex/s][A[A[A[A preprocess datasets #3: 88%|████████▊ | 1342/1527 [02:18<00:15, 11.88ex/s][A[A[A preprocess datasets #0: 87%|████████▋ | 1325/1528 [02:18<00:22, 8.99ex/s] preprocess datasets #1: 90%|█████████ | 1381/1528 [02:18<00:14, 10.38ex/s][A preprocess datasets #4: 86%|████████▋ | 1318/1527 [02:18<00:23, 8.97ex/s][A[A[A[A preprocess datasets #2: 91%|█████████ | 1383/1528 [02:18<00:15, 9.23ex/s][A[A preprocess datasets #0: 87%|████████▋ | 1326/1528 [02:18<00:23, 8.76ex/s] preprocess datasets #4: 86%|████████▋ | 1320/1527 [02:18<00:20, 9.90ex/s][A[A[A[A preprocess datasets #3: 88%|████████▊ | 1344/1527 [02:18<00:18, 10.04ex/s][A[A[A preprocess datasets #0: 87%|████████▋ | 1327/1528 [02:18<00:22, 8.86ex/s] preprocess datasets #1: 91%|█████████ | 1383/1528 [02:18<00:14, 9.88ex/s][A preprocess datasets #2: 91%|█████████ | 1386/1528 [02:19<00:12, 10.95ex/s][A[A preprocess datasets #3: 88%|████████▊ | 1346/1527 [02:19<00:16, 10.94ex/s][A[A[A preprocess datasets #1: 91%|█████████ | 1385/1528 [02:19<00:13, 10.88ex/s][A preprocess datasets #0: 87%|████████▋ | 1328/1528 [02:19<00:25, 7.90ex/s] preprocess datasets #4: 87%|████████▋ | 1322/1527 [02:19<00:20, 9.78ex/s][A[A[A[A preprocess datasets #0: 87%|████████▋ | 1329/1528 [02:19<00:24, 8.06ex/s] preprocess datasets #4: 87%|████████▋ | 1323/1527 [02:19<00:21, 9.34ex/s][A[A[A[A preprocess datasets #3: 88%|████████▊ | 1348/1527 [02:19<00:16, 10.69ex/s][A[A[A preprocess datasets #1: 91%|█████████ | 1387/1528 [02:19<00:12, 11.10ex/s][A preprocess datasets #0: 87%|████████▋ | 1330/1528 [02:19<00:24, 8.22ex/s] preprocess datasets #4: 87%|████████▋ | 1324/1527 [02:19<00:21, 9.27ex/s][A[A[A[A preprocess datasets #3: 88%|████████▊ | 1350/1527 [02:19<00:14, 11.82ex/s][A[A[A preprocess datasets #2: 91%|█████████ | 1388/1528 [02:19<00:16, 8.26ex/s][A[A preprocess datasets #0: 87%|████████▋ | 1331/1528 [02:19<00:24, 7.94ex/s] preprocess datasets #2: 91%|█████████ | 1389/1528 [02:19<00:17, 8.10ex/s][A[A preprocess datasets #1: 91%|█████████ | 1389/1528 [02:19<00:14, 9.55ex/s][A preprocess datasets #4: 87%|████████▋ | 1326/1527 [02:19<00:21, 9.48ex/s][A[A[A[A preprocess datasets #4: 87%|████████▋ | 1328/1527 [02:19<00:17, 11.24ex/s][A[A[A[A preprocess datasets #0: 87%|████████▋ | 1332/1528 [02:19<00:30, 6.45ex/s] preprocess datasets #3: 89%|████████▊ | 1352/1527 [02:19<00:19, 9.16ex/s][A[A[A preprocess datasets #1: 91%|█████████ | 1391/1528 [02:19<00:14, 9.69ex/s][A preprocess datasets #2: 91%|█████████ | 1390/1528 [02:19<00:19, 6.93ex/s][A[A preprocess datasets #0: 87%|████████▋ | 1333/1528 [02:19<00:29, 6.53ex/s] preprocess datasets #4: 87%|████████▋ | 1330/1527 [02:19<00:17, 11.36ex/s][A[A[A[A preprocess datasets #1: 91%|█████████ | 1393/1528 [02:19<00:13, 9.67ex/s][A preprocess datasets #3: 89%|████████▊ | 1354/1527 [02:19<00:20, 8.64ex/s][A[A[A preprocess datasets #2: 91%|█████████ | 1392/1528 [02:19<00:18, 7.48ex/s][A[A preprocess datasets #4: 87%|████████▋ | 1332/1527 [02:19<00:16, 11.58ex/s][A[A[A[A preprocess datasets #0: 87%|████████▋ | 1335/1528 [02:20<00:25, 7.69ex/s] preprocess datasets #3: 89%|████████▊ | 1355/1527 [02:20<00:20, 8.47ex/s][A[A[A preprocess datasets #1: 91%|█████████▏| 1396/1528 [02:20<00:11, 11.73ex/s][A preprocess datasets #0: 87%|████████▋ | 1336/1528 [02:20<00:25, 7.65ex/s] preprocess datasets #2: 91%|█████████ | 1394/1528 [02:20<00:16, 7.97ex/s][A[A preprocess datasets #4: 87%|████████▋ | 1334/1527 [02:20<00:17, 11.19ex/s][A[A[A[A preprocess datasets #3: 89%|████████▉ | 1357/1527 [02:20<00:17, 9.90ex/s][A[A[A preprocess datasets #1: 91%|█████████▏| 1398/1528 [02:20<00:10, 12.60ex/s][A preprocess datasets #0: 88%|████████▊ | 1337/1528 [02:20<00:24, 7.94ex/s] preprocess datasets #2: 91%|█████████▏| 1395/1528 [02:20<00:17, 7.40ex/s][A[A preprocess datasets #4: 88%|████████▊ | 1337/1527 [02:20<00:15, 12.50ex/s][A[A[A[A preprocess datasets #1: 92%|█████████▏| 1400/1528 [02:20<00:11, 11.34ex/s][A preprocess datasets #3: 89%|████████▉ | 1359/1527 [02:20<00:17, 9.39ex/s][A[A[A preprocess datasets #0: 88%|████████▊ | 1339/1528 [02:20<00:21, 8.79ex/s] preprocess datasets #2: 91%|█████████▏| 1396/1528 [02:20<00:18, 7.14ex/s][A[A preprocess datasets #3: 89%|████████▉ | 1361/1527 [02:20<00:15, 10.59ex/s][A[A[A preprocess datasets #4: 88%|████████▊ | 1339/1527 [02:20<00:16, 11.08ex/s][A[A[A[A preprocess datasets #2: 91%|█████████▏| 1397/1528 [02:20<00:17, 7.49ex/s][A[A preprocess datasets #1: 92%|█████████▏| 1402/1528 [02:20<00:11, 11.07ex/s][A preprocess datasets #0: 88%|████████▊ | 1341/1528 [02:20<00:20, 9.00ex/s] preprocess datasets #3: 89%|████████▉ | 1363/1527 [02:20<00:14, 10.95ex/s][A[A[A preprocess datasets #0: 88%|████████▊ | 1342/1528 [02:20<00:20, 8.99ex/s] preprocess datasets #2: 92%|█████████▏| 1399/1528 [02:20<00:15, 8.40ex/s][A[A preprocess datasets #4: 88%|████████▊ | 1341/1527 [02:20<00:17, 10.40ex/s][A[A[A[A preprocess datasets #1: 92%|█████████▏| 1404/1528 [02:20<00:11, 10.86ex/s][A preprocess datasets #3: 89%|████████▉ | 1365/1527 [02:20<00:13, 11.88ex/s][A[A[A preprocess datasets #0: 88%|████████▊ | 1344/1528 [02:20<00:17, 10.57ex/s] preprocess datasets #4: 88%|████████▊ | 1343/1527 [02:20<00:16, 10.83ex/s][A[A[A[A preprocess datasets #2: 92%|█████████▏| 1400/1528 [02:21<00:17, 7.31ex/s][A[A preprocess datasets #1: 92%|█████████▏| 1406/1528 [02:21<00:11, 10.82ex/s][A preprocess datasets #3: 90%|████████▉ | 1367/1527 [02:21<00:13, 11.72ex/s][A[A[A preprocess datasets #2: 92%|█████████▏| 1401/1528 [02:21<00:17, 7.19ex/s][A[A preprocess datasets #0: 88%|████████▊ | 1346/1528 [02:21<00:19, 9.48ex/s] preprocess datasets #4: 88%|████████▊ | 1345/1527 [02:21<00:16, 10.77ex/s][A[A[A[A preprocess datasets #3: 90%|████████▉ | 1369/1527 [02:21<00:13, 11.92ex/s][A[A[A preprocess datasets #1: 92%|█████████▏| 1408/1528 [02:21<00:13, 9.04ex/s][A preprocess datasets #2: 92%|█████████▏| 1402/1528 [02:21<00:18, 6.81ex/s][A[A preprocess datasets #4: 88%|████████▊ | 1347/1527 [02:21<00:16, 11.21ex/s][A[A[A[A preprocess datasets #0: 88%|████████▊ | 1348/1528 [02:21<00:18, 9.62ex/s] preprocess datasets #0: 88%|████████▊ | 1349/1528 [02:21<00:19, 9.31ex/s] preprocess datasets #1: 92%|█████████▏| 1410/1528 [02:21<00:12, 9.66ex/s][A preprocess datasets #3: 90%|████████▉ | 1371/1527 [02:21<00:15, 9.97ex/s][A[A[A preprocess datasets #2: 92%|█████████▏| 1404/1528 [02:21<00:16, 7.70ex/s][A[A preprocess datasets #4: 88%|████████▊ | 1349/1527 [02:21<00:16, 10.86ex/s][A[A[A[A preprocess datasets #3: 90%|████████▉ | 1373/1527 [02:21<00:14, 10.67ex/s][A[A[A preprocess datasets #2: 92%|█████████▏| 1405/1528 [02:21<00:16, 7.60ex/s][A[A preprocess datasets #0: 88%|████████▊ | 1350/1528 [02:21<00:22, 7.89ex/s] preprocess datasets #1: 92%|█████████▏| 1412/1528 [02:21<00:11, 9.86ex/s][A preprocess datasets #2: 92%|█████████▏| 1406/1528 [02:21<00:15, 7.87ex/s][A[A preprocess datasets #3: 90%|█████████ | 1375/1527 [02:21<00:13, 11.40ex/s][A[A[A preprocess datasets #4: 88%|████████▊ | 1351/1527 [02:21<00:19, 9.14ex/s][A[A[A[A preprocess datasets #0: 88%|████████▊ | 1352/1528 [02:21<00:20, 8.52ex/s] preprocess datasets #2: 92%|█████████▏| 1407/1528 [02:21<00:15, 7.78ex/s][A[A preprocess datasets #1: 93%|█████████▎| 1414/1528 [02:22<00:12, 8.86ex/s][A preprocess datasets #4: 89%|████████▊ | 1352/1527 [02:21<00:19, 8.84ex/s][A[A[A[A preprocess datasets #3: 90%|█████████ | 1377/1527 [02:22<00:14, 10.71ex/s][A[A[A preprocess datasets #2: 92%|█████████▏| 1408/1528 [02:22<00:14, 8.22ex/s][A[A preprocess datasets #0: 89%|████████▊ | 1353/1528 [02:22<00:22, 7.68ex/s] preprocess datasets #4: 89%|████████▊ | 1353/1527 [02:22<00:19, 8.71ex/s][A[A[A[A preprocess datasets #1: 93%|█████████▎| 1416/1528 [02:22<00:11, 9.80ex/s][A preprocess datasets #2: 92%|█████████▏| 1409/1528 [02:22<00:14, 8.28ex/s][A[A preprocess datasets #0: 89%|████████▊ | 1354/1528 [02:22<00:21, 7.99ex/s] preprocess datasets #4: 89%|████████▊ | 1354/1527 [02:22<00:19, 8.75ex/s][A[A[A[A preprocess datasets #3: 90%|█████████ | 1379/1527 [02:22<00:14, 10.27ex/s][A[A[A preprocess datasets #2: 92%|█████████▏| 1410/1528 [02:22<00:13, 8.44ex/s][A[A preprocess datasets #0: 89%|████████▊ | 1355/1528 [02:22<00:20, 8.31ex/s] preprocess datasets #1: 93%|█████████▎| 1418/1528 [02:22<00:11, 9.71ex/s][A preprocess datasets #4: 89%|████████▉ | 1356/1527 [02:22<00:17, 9.72ex/s][A[A[A[A preprocess datasets #2: 92%|█████████▏| 1411/1528 [02:22<00:14, 8.17ex/s][A[A preprocess datasets #0: 89%|████████▊ | 1356/1528 [02:22<00:20, 8.24ex/s] preprocess datasets #3: 90%|█████████ | 1381/1527 [02:22<00:14, 9.95ex/s][A[A[A preprocess datasets #0: 89%|████████▉ | 1357/1528 [02:22<00:19, 8.55ex/s] preprocess datasets #2: 92%|█████████▏| 1412/1528 [02:22<00:14, 7.86ex/s][A[A preprocess datasets #1: 93%|█████████▎| 1420/1528 [02:22<00:11, 9.45ex/s][A preprocess datasets #4: 89%|████████▉ | 1359/1527 [02:22<00:14, 11.32ex/s][A[A[A[A preprocess datasets #3: 91%|█████████ | 1383/1527 [02:22<00:13, 10.60ex/s][A[A[A preprocess datasets #0: 89%|████████▉ | 1358/1528 [02:22<00:20, 8.47ex/s] preprocess datasets #2: 92%|█████████▏| 1413/1528 [02:22<00:14, 7.91ex/s][A[A preprocess datasets #2: 93%|█████████▎| 1414/1528 [02:22<00:13, 8.38ex/s][A[A preprocess datasets #0: 89%|████████▉ | 1359/1528 [02:22<00:19, 8.46ex/s] preprocess datasets #1: 93%|█████████▎| 1422/1528 [02:22<00:11, 9.37ex/s][A preprocess datasets #3: 91%|█████████ | 1385/1527 [02:22<00:13, 10.75ex/s][A[A[A preprocess datasets #4: 89%|████████▉ | 1361/1527 [02:22<00:15, 10.74ex/s][A[A[A[A preprocess datasets #0: 89%|████████▉ | 1361/1528 [02:22<00:16, 10.34ex/s] preprocess datasets #4: 89%|████████▉ | 1363/1527 [02:22<00:14, 11.47ex/s][A[A[A[A preprocess datasets #2: 93%|█████████▎| 1416/1528 [02:22<00:12, 9.18ex/s][A[A preprocess datasets #3: 91%|█████████ | 1387/1527 [02:22<00:13, 10.64ex/s][A[A[A preprocess datasets #1: 93%|█████████▎| 1424/1528 [02:23<00:10, 9.50ex/s][A preprocess datasets #2: 93%|█████████▎| 1417/1528 [02:23<00:12, 9.12ex/s][A[A preprocess datasets #1: 93%|█████████▎| 1425/1528 [02:23<00:10, 9.55ex/s][A preprocess datasets #4: 89%|████████▉ | 1365/1527 [02:23<00:14, 11.16ex/s][A[A[A[A preprocess datasets #2: 93%|█████████▎| 1418/1528 [02:23<00:12, 9.16ex/s][A[A preprocess datasets #3: 91%|█████████ | 1389/1527 [02:23<00:13, 10.09ex/s][A[A[A preprocess datasets #0: 89%|████████▉ | 1363/1528 [02:23<00:21, 7.84ex/s] preprocess datasets #1: 93%|█████████▎| 1427/1528 [02:23<00:10, 9.77ex/s][A preprocess datasets #4: 90%|████████▉ | 1367/1527 [02:23<00:14, 10.88ex/s][A[A[A[A preprocess datasets #2: 93%|█████████▎| 1420/1528 [02:23<00:11, 9.60ex/s][A[A preprocess datasets #3: 91%|█████████ | 1391/1527 [02:23<00:13, 9.78ex/s][A[A[A preprocess datasets #1: 94%|█████████▎| 1429/1528 [02:23<00:09, 10.16ex/s][A preprocess datasets #4: 90%|████████▉ | 1369/1527 [02:23<00:13, 11.68ex/s][A[A[A[A preprocess datasets #2: 93%|█████████▎| 1421/1528 [02:23<00:11, 8.98ex/s][A[A preprocess datasets #3: 91%|█████████ | 1393/1527 [02:23<00:11, 11.32ex/s][A[A[A preprocess datasets #0: 89%|████████▉ | 1364/1528 [02:23<00:26, 6.08ex/s] preprocess datasets #4: 90%|████████▉ | 1371/1527 [02:23<00:12, 12.27ex/s][A[A[A[A preprocess datasets #2: 93%|█████████▎| 1423/1528 [02:23<00:10, 9.63ex/s][A[A preprocess datasets #1: 94%|█████████▎| 1431/1528 [02:23<00:10, 9.41ex/s][A preprocess datasets #3: 91%|█████████▏| 1395/1527 [02:23<00:11, 11.17ex/s][A[A[A preprocess datasets #0: 89%|████████▉ | 1366/1528 [02:23<00:23, 6.80ex/s] preprocess datasets #2: 93%|█████████▎| 1424/1528 [02:23<00:10, 9.67ex/s][A[A preprocess datasets #4: 90%|████████▉ | 1373/1527 [02:23<00:13, 11.15ex/s][A[A[A[A preprocess datasets #1: 94%|█████████▍| 1433/1528 [02:23<00:09, 10.03ex/s][A preprocess datasets #0: 89%|████████▉ | 1367/1528 [02:23<00:22, 7.21ex/s] preprocess datasets #3: 91%|█████████▏| 1397/1527 [02:23<00:13, 9.66ex/s][A[A[A preprocess datasets #0: 90%|████████▉ | 1368/1528 [02:24<00:20, 7.62ex/s] preprocess datasets #2: 93%|█████████▎| 1426/1528 [02:24<00:10, 9.49ex/s][A[A preprocess datasets #1: 94%|█████████▍| 1435/1528 [02:24<00:08, 10.78ex/s][A preprocess datasets #4: 90%|█████████ | 1375/1527 [02:24<00:14, 10.48ex/s][A[A[A[A preprocess datasets #0: 90%|████████▉ | 1369/1528 [02:24<00:19, 8.02ex/s] preprocess datasets #2: 93%|█████████▎| 1427/1528 [02:24<00:10, 9.23ex/s][A[A preprocess datasets #3: 92%|█████████▏| 1399/1527 [02:24<00:12, 10.21ex/s][A[A[A preprocess datasets #4: 90%|█████████ | 1377/1527 [02:24<00:14, 10.49ex/s][A[A[A[A preprocess datasets #1: 94%|█████████▍| 1437/1528 [02:24<00:08, 10.26ex/s][A preprocess datasets #0: 90%|████████▉ | 1371/1528 [02:24<00:17, 9.14ex/s] preprocess datasets #2: 94%|█████████▎| 1429/1528 [02:24<00:10, 9.41ex/s][A[A preprocess datasets #3: 92%|█████████▏| 1401/1527 [02:24<00:12, 9.93ex/s][A[A[A preprocess datasets #4: 90%|█████████ | 1379/1527 [02:24<00:13, 11.32ex/s][A[A[A[A preprocess datasets #2: 94%|█████████▎| 1430/1528 [02:24<00:10, 9.27ex/s][A[A preprocess datasets #1: 94%|█████████▍| 1439/1528 [02:24<00:08, 9.96ex/s][A preprocess datasets #0: 90%|████████▉ | 1373/1528 [02:24<00:15, 9.72ex/s] preprocess datasets #4: 90%|█████████ | 1381/1527 [02:24<00:12, 11.78ex/s][A[A[A[A preprocess datasets #0: 90%|█████████ | 1376/1528 [02:24<00:12, 12.66ex/s] preprocess datasets #3: 92%|█████████▏| 1403/1527 [02:24<00:13, 9.41ex/s][A[A[A preprocess datasets #2: 94%|█████████▎| 1432/1528 [02:24<00:09, 9.91ex/s][A[A preprocess datasets #1: 94%|█████████▍| 1441/1528 [02:24<00:08, 9.97ex/s][A preprocess datasets #3: 92%|█████████▏| 1404/1527 [02:24<00:12, 9.50ex/s][A[A[A preprocess datasets #2: 94%|█████████▍| 1434/1528 [02:24<00:08, 10.67ex/s][A[A preprocess datasets #4: 91%|█████████ | 1383/1527 [02:24<00:14, 10.06ex/s][A[A[A[A preprocess datasets #1: 94%|█████████▍| 1443/1528 [02:24<00:08, 10.42ex/s][A preprocess datasets #0: 90%|█████████ | 1378/1528 [02:24<00:13, 11.10ex/s] preprocess datasets #3: 92%|█████████▏| 1406/1527 [02:24<00:11, 10.27ex/s][A[A[A preprocess datasets #2: 94%|█████████▍| 1436/1528 [02:24<00:08, 10.43ex/s][A[A preprocess datasets #1: 95%|█████████▍| 1445/1528 [02:25<00:07, 10.79ex/s][A preprocess datasets #0: 90%|█████████ | 1380/1528 [02:25<00:12, 11.48ex/s] preprocess datasets #4: 91%|█████████ | 1385/1527 [02:25<00:14, 9.61ex/s][A[A[A[A preprocess datasets #3: 92%|█████████▏| 1408/1527 [02:25<00:11, 10.32ex/s][A[A[A preprocess datasets #0: 90%|█████████ | 1382/1528 [02:25<00:11, 12.43ex/s] preprocess datasets #2: 94%|█████████▍| 1438/1528 [02:25<00:08, 10.32ex/s][A[A preprocess datasets #4: 91%|█████████ | 1387/1527 [02:25<00:13, 10.57ex/s][A[A[A[A preprocess datasets #1: 95%|█████████▍| 1447/1528 [02:25<00:08, 9.70ex/s][A preprocess datasets #3: 92%|█████████▏| 1410/1527 [02:25<00:12, 9.70ex/s][A[A[A preprocess datasets #2: 94%|█████████▍| 1440/1528 [02:25<00:08, 10.85ex/s][A[A preprocess datasets #0: 91%|█████████ | 1384/1528 [02:25<00:12, 11.38ex/s] preprocess datasets #4: 91%|█████████ | 1389/1527 [02:25<00:12, 10.91ex/s][A[A[A[A preprocess datasets #1: 95%|█████████▍| 1449/1528 [02:25<00:07, 10.48ex/s][A preprocess datasets #3: 92%|█████████▏| 1412/1527 [02:25<00:10, 11.17ex/s][A[A[A preprocess datasets #0: 91%|█████████ | 1386/1528 [02:25<00:12, 11.33ex/s] preprocess datasets #4: 91%|█████████ | 1391/1527 [02:25<00:12, 10.68ex/s][A[A[A[A preprocess datasets #2: 94%|█████████▍| 1442/1528 [02:25<00:08, 10.36ex/s][A[A preprocess datasets #1: 95%|█████████▍| 1451/1528 [02:25<00:07, 10.60ex/s][A preprocess datasets #3: 93%|█████████▎| 1414/1527 [02:25<00:10, 11.07ex/s][A[A[A preprocess datasets #0: 91%|█████████ | 1388/1528 [02:25<00:12, 11.22ex/s] preprocess datasets #4: 91%|█████████ | 1393/1527 [02:25<00:12, 10.95ex/s][A[A[A[A preprocess datasets #2: 95%|█████████▍| 1444/1528 [02:25<00:08, 9.84ex/s][A[A preprocess datasets #1: 95%|█████████▌| 1453/1528 [02:25<00:07, 10.51ex/s][A preprocess datasets #3: 93%|█████████▎| 1416/1527 [02:25<00:10, 10.34ex/s][A[A[A preprocess datasets #4: 91%|█████████▏| 1395/1527 [02:25<00:12, 10.97ex/s][A[A[A[A preprocess datasets #2: 95%|█████████▍| 1445/1528 [02:25<00:08, 9.40ex/s][A[A preprocess datasets #0: 91%|█████████ | 1390/1528 [02:26<00:13, 9.87ex/s] preprocess datasets #2: 95%|█████████▍| 1446/1528 [02:26<00:08, 9.24ex/s][A[A preprocess datasets #3: 93%|█████████▎| 1418/1527 [02:26<00:10, 10.25ex/s][A[A[A preprocess datasets #1: 95%|█████████▌| 1455/1528 [02:26<00:07, 9.14ex/s][A preprocess datasets #4: 91%|█████████▏| 1397/1527 [02:26<00:11, 10.98ex/s][A[A[A[A preprocess datasets #2: 95%|█████████▍| 1447/1528 [02:26<00:09, 8.77ex/s][A[A preprocess datasets #0: 91%|█████████ | 1392/1528 [02:26<00:13, 9.89ex/s] preprocess datasets #3: 93%|█████████▎| 1420/1527 [02:26<00:10, 10.37ex/s][A[A[A preprocess datasets #4: 92%|█████████▏| 1399/1527 [02:26<00:11, 11.14ex/s][A[A[A[A preprocess datasets #1: 95%|█████████▌| 1457/1528 [02:26<00:07, 9.64ex/s][A preprocess datasets #2: 95%|█████████▍| 1449/1528 [02:26<00:07, 9.88ex/s][A[A preprocess datasets #3: 93%|█████████▎| 1422/1527 [02:26<00:09, 11.15ex/s][A[A[A preprocess datasets #0: 91%|█████████ | 1394/1528 [02:26<00:13, 9.71ex/s] preprocess datasets #1: 95%|█████████▌| 1459/1528 [02:26<00:06, 10.04ex/s][A preprocess datasets #2: 95%|█████████▍| 1451/1528 [02:26<00:06, 11.14ex/s][A[A preprocess datasets #4: 92%|█████████▏| 1401/1527 [02:26<00:12, 10.38ex/s][A[A[A[A preprocess datasets #0: 91%|█████████▏| 1395/1528 [02:26<00:13, 9.69ex/s] preprocess datasets #3: 93%|█████████▎| 1424/1527 [02:26<00:09, 11.02ex/s][A[A[A preprocess datasets #1: 96%|█████████▌| 1461/1528 [02:26<00:06, 10.02ex/s][A preprocess datasets #0: 91%|█████████▏| 1397/1528 [02:26<00:12, 10.56ex/s] preprocess datasets #4: 92%|█████████▏| 1403/1527 [02:26<00:12, 10.33ex/s][A[A[A[A preprocess datasets #3: 93%|█████████▎| 1426/1527 [02:26<00:08, 11.95ex/s][A[A[A preprocess datasets #2: 95%|█████████▌| 1453/1528 [02:26<00:07, 10.09ex/s][A[A preprocess datasets #1: 96%|█████████▌| 1463/1528 [02:26<00:06, 10.54ex/s][A preprocess datasets #3: 94%|█████████▎| 1428/1527 [02:26<00:08, 12.29ex/s][A[A[A preprocess datasets #0: 92%|█████████▏| 1399/1528 [02:26<00:12, 10.06ex/s] preprocess datasets #2: 95%|█████████▌| 1455/1528 [02:26<00:06, 10.57ex/s][A[A preprocess datasets #1: 96%|█████████▌| 1465/1528 [02:26<00:05, 11.87ex/s][A preprocess datasets #4: 92%|█████████▏| 1405/1527 [02:26<00:13, 9.35ex/s][A[A[A[A preprocess datasets #0: 92%|█████████▏| 1401/1528 [02:27<00:11, 11.00ex/s] preprocess datasets #3: 94%|█████████▎| 1430/1527 [02:26<00:08, 12.07ex/s][A[A[A preprocess datasets #2: 95%|█████████▌| 1457/1528 [02:27<00:06, 11.32ex/s][A[A preprocess datasets #1: 96%|█████████▌| 1467/1528 [02:27<00:04, 13.43ex/s][A preprocess datasets #4: 92%|█████████▏| 1407/1527 [02:27<00:12, 9.71ex/s][A[A[A[A preprocess datasets #0: 92%|█████████▏| 1403/1528 [02:27<00:10, 11.89ex/s] preprocess datasets #3: 94%|█████████▍| 1432/1527 [02:27<00:07, 12.14ex/s][A[A[A preprocess datasets #1: 96%|█████████▌| 1469/1528 [02:27<00:04, 12.45ex/s][A preprocess datasets #2: 95%|█████████▌| 1459/1528 [02:27<00:06, 10.88ex/s][A[A preprocess datasets #3: 94%|█████████▍| 1434/1527 [02:27<00:07, 12.32ex/s][A[A[A preprocess datasets #0: 92%|█████████▏| 1405/1528 [02:27<00:10, 11.34ex/s] preprocess datasets #4: 92%|█████████▏| 1409/1527 [02:27<00:12, 9.43ex/s][A[A[A[A preprocess datasets #2: 96%|█████████▌| 1461/1528 [02:27<00:06, 10.91ex/s][A[A preprocess datasets #1: 96%|█████████▋| 1471/1528 [02:27<00:04, 11.65ex/s][A preprocess datasets #4: 92%|█████████▏| 1410/1527 [02:27<00:12, 9.49ex/s][A[A[A[A preprocess datasets #3: 94%|█████████▍| 1436/1527 [02:27<00:07, 12.26ex/s][A[A[A preprocess datasets #0: 92%|█████████▏| 1407/1528 [02:27<00:11, 10.72ex/s] preprocess datasets #4: 92%|█████████▏| 1411/1527 [02:27<00:12, 9.53ex/s][A[A[A[A preprocess datasets #1: 96%|█████████▋| 1473/1528 [02:27<00:04, 11.93ex/s][A preprocess datasets #2: 96%|█████████▌| 1463/1528 [02:27<00:06, 10.66ex/s][A[A preprocess datasets #4: 92%|█████████▏| 1412/1527 [02:27<00:13, 8.84ex/s][A[A[A[A preprocess datasets #3: 94%|█████████▍| 1438/1527 [02:27<00:07, 11.38ex/s][A[A[A preprocess datasets #1: 97%|█████████▋| 1475/1528 [02:27<00:04, 12.43ex/s][A preprocess datasets #0: 92%|█████████▏| 1409/1528 [02:27<00:11, 10.07ex/s] preprocess datasets #2: 96%|█████████▌| 1465/1528 [02:27<00:06, 10.27ex/s][A[A preprocess datasets #3: 94%|█████████▍| 1440/1527 [02:27<00:07, 11.75ex/s][A[A[A preprocess datasets #1: 97%|█████████▋| 1477/1528 [02:27<00:04, 11.76ex/s][A preprocess datasets #4: 93%|█████████▎| 1414/1527 [02:27<00:13, 8.34ex/s][A[A[A[A preprocess datasets #2: 96%|█████████▌| 1467/1528 [02:27<00:05, 10.62ex/s][A[A preprocess datasets #0: 92%|█████████▏| 1411/1528 [02:28<00:12, 9.51ex/s] preprocess datasets #3: 94%|█████████▍| 1442/1527 [02:28<00:07, 11.80ex/s][A[A[A preprocess datasets #1: 97%|█████████▋| 1479/1528 [02:28<00:04, 11.42ex/s][A preprocess datasets #2: 96%|█████████▌| 1469/1528 [02:28<00:05, 11.17ex/s][A[A preprocess datasets #4: 93%|█████████▎| 1416/1527 [02:28<00:12, 8.87ex/s][A[A[A[A preprocess datasets #3: 95%|█████████▍| 1444/1527 [02:28<00:07, 11.48ex/s][A[A[A preprocess datasets #0: 92%|█████████▏| 1413/1528 [02:28<00:12, 9.46ex/s] preprocess datasets #1: 97%|█████████▋| 1481/1528 [02:28<00:04, 11.27ex/s][A preprocess datasets #0: 93%|█████████▎| 1414/1528 [02:28<00:12, 9.47ex/s] preprocess datasets #2: 96%|█████████▋| 1471/1528 [02:28<00:05, 10.36ex/s][A[A preprocess datasets #4: 93%|█████████▎| 1419/1527 [02:28<00:10, 10.48ex/s][A[A[A[A preprocess datasets #3: 95%|█████████▍| 1446/1527 [02:28<00:07, 11.48ex/s][A[A[A preprocess datasets #1: 97%|█████████▋| 1483/1528 [02:28<00:03, 12.78ex/s][A preprocess datasets #0: 93%|█████████▎| 1416/1528 [02:28<00:09, 11.28ex/s] preprocess datasets #4: 93%|█████████▎| 1421/1527 [02:28<00:09, 10.81ex/s][A[A[A[A preprocess datasets #1: 97%|█████████▋| 1485/1528 [02:28<00:03, 12.56ex/s][A preprocess datasets #2: 96%|█████████▋| 1473/1528 [02:28<00:05, 10.30ex/s][A[A preprocess datasets #3: 95%|█████████▍| 1448/1527 [02:28<00:07, 11.25ex/s][A[A[A preprocess datasets #1: 97%|█████████▋| 1487/1528 [02:28<00:03, 11.98ex/s][A preprocess datasets #4: 93%|█████████▎| 1423/1527 [02:28<00:09, 10.57ex/s][A[A[A[A preprocess datasets #2: 97%|█████████▋| 1475/1528 [02:28<00:05, 10.17ex/s][A[A preprocess datasets #0: 93%|█████████▎| 1418/1528 [02:28<00:13, 8.41ex/s] preprocess datasets #3: 95%|█████████▍| 1450/1527 [02:28<00:07, 10.15ex/s][A[A[A preprocess datasets #4: 93%|█████████▎| 1425/1527 [02:28<00:09, 10.96ex/s][A[A[A[A preprocess datasets #1: 97%|█████████▋| 1489/1528 [02:28<00:03, 11.06ex/s][A preprocess datasets #2: 97%|█████████▋| 1477/1528 [02:28<00:05, 10.02ex/s][A[A preprocess datasets #3: 95%|█████████▌| 1452/1527 [02:28<00:07, 10.49ex/s][A[A[A preprocess datasets #0: 93%|█████████▎| 1420/1528 [02:29<00:12, 8.53ex/s] preprocess datasets #4: 93%|█████████▎| 1427/1527 [02:29<00:08, 11.12ex/s][A[A[A[A preprocess datasets #1: 98%|█████████▊| 1491/1528 [02:29<00:03, 11.36ex/s][A preprocess datasets #2: 97%|█████████▋| 1479/1528 [02:29<00:04, 10.52ex/s][A[A preprocess datasets #3: 95%|█████████▌| 1454/1527 [02:29<00:06, 10.63ex/s][A[A[A preprocess datasets #0: 93%|█████████▎| 1422/1528 [02:29<00:11, 9.22ex/s] preprocess datasets #4: 94%|█████████▎| 1429/1527 [02:29<00:08, 11.12ex/s][A[A[A[A preprocess datasets #1: 98%|█████████▊| 1493/1528 [02:29<00:03, 11.36ex/s][A preprocess datasets #3: 95%|█████████▌| 1456/1527 [02:29<00:06, 11.00ex/s][A[A[A preprocess datasets #2: 97%|█████████▋| 1481/1528 [02:29<00:04, 10.02ex/s][A[A preprocess datasets #0: 93%|█████████▎| 1424/1528 [02:29<00:10, 9.78ex/s] preprocess datasets #4: 94%|█████████▎| 1431/1527 [02:29<00:08, 11.77ex/s][A[A[A[A preprocess datasets #1: 98%|█████████▊| 1495/1528 [02:29<00:02, 11.30ex/s][A preprocess datasets #3: 95%|█████████▌| 1458/1527 [02:29<00:06, 11.18ex/s][A[A[A preprocess datasets #4: 94%|█████████▍| 1433/1527 [02:29<00:07, 12.27ex/s][A[A[A[A preprocess datasets #0: 93%|█████████▎| 1426/1528 [02:29<00:10, 9.73ex/s] preprocess datasets #2: 97%|█████████▋| 1483/1528 [02:29<00:04, 9.44ex/s][A[A preprocess datasets #1: 98%|█████████▊| 1497/1528 [02:29<00:02, 11.50ex/s][A preprocess datasets #3: 96%|█████████▌| 1460/1527 [02:29<00:05, 11.18ex/s][A[A[A preprocess datasets #2: 97%|█████████▋| 1484/1528 [02:29<00:04, 9.28ex/s][A[A preprocess datasets #4: 94%|█████████▍| 1435/1527 [02:29<00:08, 11.40ex/s][A[A[A[A preprocess datasets #1: 98%|█████████▊| 1499/1528 [02:29<00:02, 11.03ex/s][A preprocess datasets #3: 96%|█████████▌| 1462/1527 [02:29<00:05, 11.50ex/s][A[A[A preprocess datasets #0: 93%|█████████▎| 1428/1528 [02:29<00:11, 8.68ex/s] preprocess datasets #4: 94%|█████████▍| 1437/1527 [02:29<00:07, 12.49ex/s][A[A[A[A preprocess datasets #2: 97%|█████████▋| 1486/1528 [02:29<00:04, 9.64ex/s][A[A preprocess datasets #3: 96%|█████████▌| 1464/1527 [02:29<00:05, 11.94ex/s][A[A[A preprocess datasets #1: 98%|█████████▊| 1501/1528 [02:30<00:02, 10.93ex/s][A preprocess datasets #2: 97%|█████████▋| 1487/1528 [02:30<00:04, 9.34ex/s][A[A preprocess datasets #4: 94%|█████████▍| 1439/1527 [02:30<00:07, 11.85ex/s][A[A[A[A preprocess datasets #1: 98%|█████████▊| 1503/1528 [02:30<00:01, 12.64ex/s][A preprocess datasets #3: 96%|█████████▌| 1466/1527 [02:30<00:04, 12.60ex/s][A[A[A preprocess datasets #0: 94%|█████████▎| 1430/1528 [02:30<00:12, 8.14ex/s] preprocess datasets #2: 97%|█████████▋| 1489/1528 [02:30<00:03, 10.12ex/s][A[A preprocess datasets #4: 94%|█████████▍| 1441/1527 [02:30<00:07, 11.29ex/s][A[A[A[A preprocess datasets #0: 94%|█████████▎| 1431/1528 [02:30<00:12, 7.98ex/s] preprocess datasets #3: 96%|█████████▌| 1468/1527 [02:30<00:04, 12.45ex/s][A[A[A preprocess datasets #1: 98%|█████████▊| 1505/1528 [02:30<00:01, 11.74ex/s][A preprocess datasets #4: 94%|█████████▍| 1443/1527 [02:30<00:07, 11.34ex/s][A[A[A[A preprocess datasets #2: 98%|█████████▊| 1491/1528 [02:30<00:04, 9.23ex/s][A[A preprocess datasets #3: 96%|█████████▋| 1470/1527 [02:30<00:04, 12.60ex/s][A[A[A preprocess datasets #0: 94%|█████████▍| 1433/1528 [02:30<00:10, 8.99ex/s] preprocess datasets #1: 99%|█████████▊| 1507/1528 [02:30<00:01, 11.50ex/s][A preprocess datasets #2: 98%|█████████▊| 1492/1528 [02:30<00:03, 9.24ex/s][A[A preprocess datasets #0: 94%|█████████▍| 1434/1528 [02:30<00:10, 9.10ex/s] preprocess datasets #3: 96%|█████████▋| 1472/1527 [02:30<00:04, 11.87ex/s][A[A[A preprocess datasets #1: 99%|█████████▉| 1509/1528 [02:30<00:01, 11.73ex/s][A preprocess datasets #4: 95%|█████████▍| 1446/1527 [02:30<00:06, 11.77ex/s][A[A[A[A preprocess datasets #2: 98%|█████████▊| 1494/1528 [02:30<00:03, 10.28ex/s][A[A preprocess datasets #0: 94%|█████████▍| 1436/1528 [02:30<00:09, 9.61ex/s] preprocess datasets #1: 99%|█████████▉| 1511/1528 [02:30<00:01, 12.42ex/s][A preprocess datasets #3: 97%|█████████▋| 1474/1527 [02:30<00:04, 11.97ex/s][A[A[A preprocess datasets #4: 95%|█████████▍| 1448/1527 [02:30<00:06, 11.59ex/s][A[A[A[A preprocess datasets #2: 98%|█████████▊| 1496/1528 [02:30<00:02, 11.02ex/s][A[A preprocess datasets #0: 94%|█████████▍| 1438/1528 [02:30<00:08, 10.83ex/s] preprocess datasets #1: 99%|█████████▉| 1513/1528 [02:31<00:01, 11.96ex/s][A preprocess datasets #2: 98%|█████████▊| 1498/1528 [02:31<00:02, 11.26ex/s][A[A preprocess datasets #3: 97%|█████████▋| 1476/1527 [02:31<00:04, 10.73ex/s][A[A[A preprocess datasets #0: 94%|█████████▍| 1440/1528 [02:31<00:08, 10.36ex/s] preprocess datasets #4: 95%|█████████▍| 1450/1527 [02:31<00:07, 10.43ex/s][A[A[A[A preprocess datasets #1: 99%|█████████▉| 1515/1528 [02:31<00:01, 11.93ex/s][A preprocess datasets #2: 98%|█████████▊| 1500/1528 [02:31<00:02, 11.23ex/s][A[A preprocess datasets #3: 97%|█████████▋| 1478/1527 [02:31<00:04, 10.91ex/s][A[A[A preprocess datasets #0: 94%|█████████▍| 1442/1528 [02:31<00:08, 10.48ex/s] preprocess datasets #1: 99%|█████████▉| 1517/1528 [02:31<00:00, 12.01ex/s][A preprocess datasets #4: 95%|█████████▌| 1452/1527 [02:31<00:07, 9.47ex/s][A[A[A[A preprocess datasets #3: 97%|█████████▋| 1480/1527 [02:31<00:04, 11.18ex/s][A[A[A preprocess datasets #2: 98%|█████████▊| 1502/1528 [02:31<00:02, 10.73ex/s][A[A preprocess datasets #4: 95%|█████████▌| 1454/1527 [02:31<00:07, 10.28ex/s][A[A[A[A preprocess datasets #3: 97%|█████████▋| 1482/1527 [02:31<00:03, 11.50ex/s][A[A[A preprocess datasets #0: 95%|█████████▍| 1444/1528 [02:31<00:09, 9.32ex/s] preprocess datasets #2: 98%|█████████▊| 1504/1528 [02:31<00:02, 10.42ex/s][A[A preprocess datasets #1: 99%|█████████▉| 1519/1528 [02:31<00:00, 9.23ex/s][A preprocess datasets #4: 95%|█████████▌| 1456/1527 [02:31<00:06, 11.33ex/s][A[A[A[A preprocess datasets #3: 97%|█████████▋| 1484/1527 [02:31<00:03, 12.35ex/s][A[A[A preprocess datasets #0: 95%|█████████▍| 1446/1528 [02:31<00:07, 10.42ex/s] preprocess datasets #0: 95%|█████████▍| 1448/1528 [02:31<00:06, 11.70ex/s] preprocess datasets #4: 95%|█████████▌| 1458/1527 [02:31<00:06, 11.42ex/s][A[A[A[A preprocess datasets #3: 97%|█████████▋| 1487/1527 [02:31<00:02, 14.47ex/s][A[A[A preprocess datasets #2: 99%|█████████▊| 1506/1528 [02:31<00:02, 9.60ex/s][A[A preprocess datasets #1: 100%|█████████▉| 1521/1528 [02:31<00:00, 8.37ex/s][A preprocess datasets #4: 96%|█████████▌| 1460/1527 [02:31<00:05, 11.90ex/s][A[A[A[A preprocess datasets #3: 98%|█████████▊| 1490/1527 [02:31<00:02, 16.03ex/s][A[A[A preprocess datasets #0: 95%|█████████▍| 1450/1528 [02:32<00:06, 11.17ex/s] preprocess datasets #2: 99%|█████████▊| 1508/1528 [02:32<00:02, 9.79ex/s][A[A preprocess datasets #4: 96%|█████████▌| 1462/1527 [02:32<00:05, 12.35ex/s][A[A[A[A preprocess datasets #1: 100%|█████████▉| 1524/1528 [02:32<00:00, 10.12ex/s][A preprocess datasets #0: 95%|█████████▌| 1452/1528 [02:32<00:06, 12.02ex/s] preprocess datasets #3: 98%|█████████▊| 1492/1527 [02:32<00:02, 13.94ex/s][A[A[A preprocess datasets #2: 99%|█████████▉| 1510/1528 [02:32<00:01, 10.35ex/s][A[A preprocess datasets #4: 96%|█████████▌| 1465/1527 [02:32<00:04, 14.32ex/s][A[A[A[A preprocess datasets #1: 100%|█████████▉| 1526/1528 [02:32<00:00, 10.04ex/s][A preprocess datasets #3: 98%|█████████▊| 1494/1527 [02:32<00:02, 13.28ex/s][A[A[A preprocess datasets #0: 95%|█████████▌| 1454/1528 [02:32<00:06, 11.25ex/s] preprocess datasets #2: 99%|█████████▉| 1512/1528 [02:32<00:01, 10.59ex/s][A[A preprocess datasets #4: 96%|█████████▌| 1467/1527 [02:32<00:04, 13.28ex/s][A[A[A[A preprocess datasets #1: 100%|██████████| 1528/1528 [02:32<00:00, 10.03ex/s][A preprocess datasets #1: 100%|██████████| 1528/1528 [02:32<00:00, 10.01ex/s] preprocess datasets #3: 98%|█████████▊| 1496/1527 [02:32<00:02, 12.24ex/s][A[A[A preprocess datasets #0: 95%|█████████▌| 1456/1528 [02:32<00:07, 10.02ex/s] preprocess datasets #2: 99%|█████████▉| 1514/1528 [02:32<00:01, 10.38ex/s][A[A preprocess datasets #4: 96%|█████████▌| 1469/1527 [02:32<00:04, 12.48ex/s][A[A[A[A preprocess datasets #3: 98%|█████████▊| 1498/1527 [02:32<00:02, 11.88ex/s][A[A[A preprocess datasets #0: 95%|█████████▌| 1458/1528 [02:32<00:06, 10.81ex/s] preprocess datasets #2: 99%|█████████▉| 1516/1528 [02:32<00:01, 11.14ex/s][A[A preprocess datasets #4: 96%|█████████▋| 1471/1527 [02:32<00:04, 12.05ex/s][A[A[A[A preprocess datasets #3: 98%|█████████▊| 1500/1527 [02:32<00:02, 12.15ex/s][A[A[A preprocess datasets #2: 99%|█████████▉| 1518/1528 [02:32<00:00, 11.01ex/s][A[A preprocess datasets #0: 96%|█████████▌| 1460/1528 [02:33<00:07, 9.40ex/s] preprocess datasets #3: 98%|█████████▊| 1502/1527 [02:33<00:02, 11.88ex/s][A[A[A preprocess datasets #4: 96%|█████████▋| 1473/1527 [02:33<00:05, 10.47ex/s][A[A[A[A preprocess datasets #2: 99%|█████████▉| 1520/1528 [02:33<00:00, 9.86ex/s][A[A preprocess datasets #0: 96%|█████████▌| 1462/1528 [02:33<00:06, 10.10ex/s] preprocess datasets #3: 98%|█████████▊| 1504/1527 [02:33<00:01, 11.75ex/s][A[A[A preprocess datasets #2: 100%|█████████▉| 1522/1528 [02:33<00:00, 10.53ex/s][A[A preprocess datasets #4: 97%|█████████▋| 1475/1527 [02:33<00:05, 9.07ex/s][A[A[A[A preprocess datasets #0: 96%|█████████▌| 1464/1528 [02:33<00:06, 10.31ex/s] preprocess datasets #3: 99%|█████████▊| 1506/1527 [02:33<00:01, 11.57ex/s][A[A[A preprocess datasets #4: 97%|█████████▋| 1476/1527 [02:33<00:05, 9.19ex/s][A[A[A[A preprocess datasets #2: 100%|█████████▉| 1524/1528 [02:33<00:00, 10.70ex/s][A[A preprocess datasets #0: 96%|█████████▌| 1466/1528 [02:33<00:05, 10.73ex/s] preprocess datasets #3: 99%|█████████▉| 1508/1527 [02:33<00:01, 12.13ex/s][A[A[A preprocess datasets #4: 97%|█████████▋| 1478/1527 [02:33<00:05, 9.24ex/s][A[A[A[A preprocess datasets #3: 99%|█████████▉| 1510/1527 [02:33<00:01, 12.46ex/s][A[A[A preprocess datasets #2: 100%|█████████▉| 1526/1528 [02:33<00:00, 10.87ex/s][A[A preprocess datasets #0: 96%|█████████▌| 1468/1528 [02:33<00:05, 10.42ex/s] preprocess datasets #4: 97%|█████████▋| 1479/1527 [02:33<00:05, 9.34ex/s][A[A[A[A preprocess datasets #2: 100%|██████████| 1528/1528 [02:33<00:00, 11.56ex/s][A[A preprocess datasets #2: 100%|██████████| 1528/1528 [02:33<00:00, 9.93ex/s] preprocess datasets #3: 99%|█████████▉| 1512/1527 [02:33<00:01, 12.23ex/s][A[A[A preprocess datasets #0: 96%|█████████▌| 1470/1528 [02:34<00:06, 9.59ex/s] preprocess datasets #4: 97%|█████████▋| 1481/1527 [02:34<00:05, 8.45ex/s][A[A[A[A preprocess datasets #3: 99%|█████████▉| 1514/1527 [02:34<00:01, 11.74ex/s][A[A[A preprocess datasets #0: 96%|█████████▋| 1472/1528 [02:34<00:05, 10.85ex/s] preprocess datasets #4: 97%|█████████▋| 1484/1527 [02:34<00:03, 11.35ex/s][A[A[A[A preprocess datasets #3: 99%|█████████▉| 1516/1527 [02:34<00:00, 11.58ex/s][A[A[A preprocess datasets #0: 96%|█████████▋| 1474/1528 [02:34<00:05, 9.50ex/s] preprocess datasets #3: 99%|█████████▉| 1518/1527 [02:34<00:00, 11.68ex/s][A[A[A preprocess datasets #4: 97%|█████████▋| 1486/1527 [02:34<00:03, 10.27ex/s][A[A[A[A preprocess datasets #3: 100%|█████████▉| 1520/1527 [02:34<00:00, 12.15ex/s][A[A[A preprocess datasets #0: 97%|█████████▋| 1476/1528 [02:34<00:05, 9.94ex/s] preprocess datasets #4: 97%|█████████▋| 1488/1527 [02:34<00:03, 9.93ex/s][A[A[A[A preprocess datasets #3: 100%|█████████▉| 1522/1527 [02:34<00:00, 12.03ex/s][A[A[A preprocess datasets #0: 97%|█████████▋| 1478/1528 [02:34<00:04, 10.35ex/s] preprocess datasets #4: 98%|█████████▊| 1490/1527 [02:34<00:03, 10.50ex/s][A[A[A[A preprocess datasets #3: 100%|█████████▉| 1524/1527 [02:34<00:00, 11.89ex/s][A[A[A preprocess datasets #0: 97%|█████████▋| 1480/1528 [02:35<00:04, 10.61ex/s] preprocess datasets #4: 98%|█████████▊| 1492/1527 [02:35<00:03, 10.35ex/s][A[A[A[A preprocess datasets #3: 100%|█████████▉| 1526/1527 [02:35<00:00, 10.96ex/s][A[A[A preprocess datasets #4: 98%|█████████▊| 1494/1527 [02:35<00:02, 11.77ex/s][A[A[A[A preprocess datasets #0: 97%|█████████▋| 1482/1528 [02:35<00:04, 9.69ex/s] preprocess datasets #3: 100%|██████████| 1527/1527 [02:35<00:00, 9.84ex/s] preprocess datasets #4: 98%|█████████▊| 1496/1527 [02:35<00:02, 11.27ex/s][A[A[A[A preprocess datasets #0: 97%|█████████▋| 1484/1528 [02:35<00:04, 9.38ex/s] preprocess datasets #0: 97%|█████████▋| 1485/1528 [02:35<00:04, 9.35ex/s] preprocess datasets #4: 98%|█████████▊| 1498/1527 [02:35<00:02, 10.84ex/s][A[A[A[A preprocess datasets #0: 97%|█████████▋| 1486/1528 [02:35<00:04, 8.83ex/s] preprocess datasets #4: 98%|█████████▊| 1500/1527 [02:35<00:02, 11.19ex/s][A[A[A[A preprocess datasets #0: 97%|█████████▋| 1488/1528 [02:35<00:04, 9.89ex/s] preprocess datasets #4: 98%|█████████▊| 1502/1527 [02:35<00:02, 11.20ex/s][A[A[A[A preprocess datasets #4: 98%|█████████▊| 1504/1527 [02:36<00:01, 12.01ex/s][A[A[A[A preprocess datasets #0: 97%|█████████▋| 1489/1528 [02:36<00:04, 7.83ex/s] preprocess datasets #0: 98%|█████████▊| 1490/1528 [02:36<00:04, 8.01ex/s] preprocess datasets #4: 99%|█████████▊| 1507/1527 [02:36<00:01, 13.63ex/s][A[A[A[A preprocess datasets #0: 98%|█████████▊| 1492/1528 [02:36<00:03, 9.13ex/s] preprocess datasets #4: 99%|█████████▉| 1509/1527 [02:36<00:01, 12.08ex/s][A[A[A[A preprocess datasets #0: 98%|█████████▊| 1493/1528 [02:36<00:03, 9.29ex/s] preprocess datasets #0: 98%|█████████▊| 1494/1528 [02:36<00:03, 9.02ex/s] preprocess datasets #4: 99%|█████████▉| 1511/1527 [02:36<00:01, 12.29ex/s][A[A[A[A preprocess datasets #4: 99%|█████████▉| 1513/1527 [02:36<00:01, 12.73ex/s][A[A[A[A preprocess datasets #0: 98%|█████████▊| 1496/1528 [02:36<00:03, 10.12ex/s] preprocess datasets #4: 99%|█████████▉| 1515/1527 [02:36<00:00, 12.89ex/s][A[A[A[A preprocess datasets #0: 98%|█████████▊| 1498/1528 [02:36<00:02, 10.02ex/s] preprocess datasets #4: 99%|█████████▉| 1517/1527 [02:36<00:00, 13.95ex/s][A[A[A[A preprocess datasets #4: 99%|█████████▉| 1519/1527 [02:37<00:00, 13.96ex/s][A[A[A[A preprocess datasets #0: 98%|█████████▊| 1500/1528 [02:37<00:02, 9.97ex/s] preprocess datasets #4: 100%|█████████▉| 1521/1527 [02:37<00:00, 13.79ex/s][A[A[A[A preprocess datasets #0: 98%|█████████▊| 1502/1528 [02:37<00:02, 10.52ex/s] preprocess datasets #4: 100%|█████████▉| 1523/1527 [02:37<00:00, 12.95ex/s][A[A[A[A preprocess datasets #0: 98%|█████████▊| 1504/1528 [02:37<00:02, 9.91ex/s] preprocess datasets #4: 100%|█████████▉| 1525/1527 [02:37<00:00, 12.14ex/s][A[A[A[A preprocess datasets #0: 99%|█████████▊| 1506/1528 [02:37<00:02, 10.13ex/s] preprocess datasets #4: 100%|██████████| 1527/1527 [02:37<00:00, 12.57ex/s][A[A[A[A preprocess datasets #4: 100%|██████████| 1527/1527 [02:37<00:00, 9.68ex/s] preprocess datasets #0: 99%|█████████▊| 1508/1528 [02:38<00:02, 8.65ex/s] preprocess datasets #0: 99%|█████████▉| 1509/1528 [02:38<00:02, 8.26ex/s] preprocess datasets #0: 99%|█████████▉| 1511/1528 [02:38<00:02, 8.24ex/s] preprocess datasets #0: 99%|█████████▉| 1513/1528 [02:38<00:01, 8.78ex/s] preprocess datasets #0: 99%|█████████▉| 1514/1528 [02:38<00:01, 8.72ex/s] preprocess datasets #0: 99%|█████████▉| 1516/1528 [02:38<00:01, 9.18ex/s] preprocess datasets #0: 99%|█████████▉| 1517/1528 [02:39<00:01, 8.41ex/s] preprocess datasets #0: 99%|█████████▉| 1520/1528 [02:39<00:00, 10.20ex/s] preprocess datasets #0: 100%|█████████▉| 1522/1528 [02:39<00:00, 9.50ex/s] preprocess datasets #0: 100%|█████████▉| 1523/1528 [02:39<00:00, 9.41ex/s] preprocess datasets #0: 100%|█████████▉| 1525/1528 [02:39<00:00, 10.63ex/s] preprocess datasets #0: 100%|█████████▉| 1527/1528 [02:40<00:00, 10.44ex/s] preprocess datasets #0: 100%|██████████| 1528/1528 [02:40<00:00, 9.54ex/s] preprocess datasets #0: 0%| | 0/381 [00:00<?, ?ex/s] preprocess datasets #1: 0%| | 0/380 [00:00<?, ?ex/s][A preprocess datasets #2: 0%| | 0/380 [00:00<?, ?ex/s][A[A preprocess datasets #3: 0%| | 0/380 [00:00<?, ?ex/s][A[A[A preprocess datasets #4: 0%| | 0/380 [00:00<?, ?ex/s][A[A[A[A preprocess datasets #4: 0%| | 1/380 [00:01<12:31, 1.98s/ex][A[A[A[A preprocess datasets #3: 0%| | 1/380 [00:01<12:35, 1.99s/ex][A[A[A preprocess datasets #0: 0%| | 1/381 [00:02<13:17, 2.10s/ex] preprocess datasets #2: 0%| | 1/380 [00:02<13:04, 2.07s/ex][A[A preprocess datasets #1: 0%| | 1/380 [00:02<13:24, 2.12s/ex][A preprocess datasets #3: 1%| | 2/380 [00:02<05:35, 1.13ex/s][A[A[A preprocess datasets #2: 1%| | 2/380 [00:02<05:48, 1.08ex/s][A[A preprocess datasets #0: 1%| | 3/381 [00:02<03:46, 1.67ex/s] preprocess datasets #1: 1%| | 2/380 [00:02<05:54, 1.07ex/s][A preprocess datasets #4: 1%| | 3/380 [00:02<03:41, 1.70ex/s][A[A[A[A preprocess datasets #3: 1%| | 4/380 [00:02<02:24, 2.61ex/s][A[A[A preprocess datasets #0: 1%| | 4/381 [00:02<02:44, 2.29ex/s] preprocess datasets #1: 1%| | 3/380 [00:02<03:38, 1.73ex/s][A preprocess datasets #2: 1%| | 4/380 [00:02<02:30, 2.50ex/s][A[A preprocess datasets #0: 1%|▏ | 5/381 [00:02<02:07, 2.95ex/s] preprocess datasets #4: 1%| | 4/380 [00:02<02:58, 2.11ex/s][A[A[A[A preprocess datasets #3: 2%|▏ | 6/380 [00:02<01:32, 4.05ex/s][A[A[A preprocess datasets #1: 1%| | 4/380 [00:02<02:32, 2.46ex/s][A preprocess datasets #2: 2%|▏ | 6/380 [00:02<01:35, 3.91ex/s][A[A preprocess datasets #0: 2%|▏ | 7/381 [00:02<01:19, 4.71ex/s] preprocess datasets #1: 1%|▏ | 5/380 [00:02<01:59, 3.15ex/s][A preprocess datasets #3: 2%|▏ | 8/380 [00:02<01:08, 5.40ex/s][A[A[A preprocess datasets #4: 2%|▏ | 6/380 [00:02<01:52, 3.31ex/s][A[A[A[A preprocess datasets #2: 2%|▏ | 8/380 [00:02<01:10, 5.25ex/s][A[A preprocess datasets #3: 2%|▏ | 9/380 [00:02<01:01, 5.99ex/s][A[A[A preprocess datasets #0: 2%|▏ | 9/381 [00:02<00:59, 6.27ex/s] preprocess datasets #4: 2%|▏ | 7/380 [00:02<01:33, 3.99ex/s][A[A[A[A preprocess datasets #1: 2%|▏ | 7/380 [00:02<01:15, 4.92ex/s][A preprocess datasets #2: 2%|▏ | 9/380 [00:02<01:05, 5.69ex/s][A[A preprocess datasets #3: 3%|▎ | 10/380 [00:02<00:56, 6.59ex/s][A[A[A preprocess datasets #1: 2%|▏ | 8/380 [00:02<01:06, 5.57ex/s][A preprocess datasets #0: 3%|▎ | 11/381 [00:03<00:49, 7.50ex/s] preprocess datasets #2: 3%|▎ | 11/380 [00:02<00:47, 7.70ex/s][A[A preprocess datasets #4: 2%|▏ | 9/380 [00:02<01:05, 5.62ex/s][A[A[A[A preprocess datasets #1: 2%|▏ | 9/380 [00:03<00:58, 6.32ex/s][A preprocess datasets #3: 3%|▎ | 12/380 [00:03<00:46, 7.95ex/s][A[A[A preprocess datasets #0: 3%|▎ | 13/381 [00:03<00:43, 8.52ex/s] preprocess datasets #1: 3%|▎ | 10/380 [00:03<00:53, 6.90ex/s][A preprocess datasets #2: 3%|▎ | 13/380 [00:03<00:43, 8.52ex/s][A[A preprocess datasets #4: 3%|▎ | 11/380 [00:03<00:56, 6.56ex/s][A[A[A[A preprocess datasets #1: 3%|▎ | 11/380 [00:03<00:48, 7.57ex/s][A preprocess datasets #3: 4%|▎ | 14/380 [00:03<00:46, 7.90ex/s][A[A[A preprocess datasets #0: 4%|▍ | 15/381 [00:03<00:40, 9.05ex/s] preprocess datasets #2: 4%|▍ | 15/380 [00:03<00:39, 9.27ex/s][A[A preprocess datasets #4: 3%|▎ | 12/380 [00:03<00:55, 6.66ex/s][A[A[A[A preprocess datasets #1: 3%|▎ | 12/380 [00:03<00:45, 8.07ex/s][A preprocess datasets #3: 4%|▍ | 16/380 [00:03<00:39, 9.30ex/s][A[A[A preprocess datasets #1: 3%|▎ | 13/380 [00:03<00:43, 8.52ex/s][A preprocess datasets #4: 3%|▎ | 13/380 [00:03<00:54, 6.78ex/s][A[A[A[A preprocess datasets #2: 4%|▍ | 17/380 [00:03<00:36, 9.83ex/s][A[A preprocess datasets #0: 4%|▍ | 17/381 [00:03<00:39, 9.14ex/s] preprocess datasets #3: 5%|▍ | 18/380 [00:03<00:35, 10.18ex/s][A[A[A preprocess datasets #1: 4%|▍ | 15/380 [00:03<00:35, 10.19ex/s][A preprocess datasets #4: 4%|▍ | 15/380 [00:03<00:43, 8.32ex/s][A[A[A[A preprocess datasets #0: 5%|▍ | 19/381 [00:03<00:35, 10.34ex/s] preprocess datasets #2: 5%|▌ | 19/380 [00:03<00:35, 10.18ex/s][A[A preprocess datasets #3: 5%|▌ | 20/380 [00:03<00:33, 10.60ex/s][A[A[A preprocess datasets #4: 4%|▍ | 17/380 [00:03<00:37, 9.58ex/s][A[A[A[A preprocess datasets #1: 4%|▍ | 17/380 [00:03<00:37, 9.61ex/s][A preprocess datasets #0: 6%|▌ | 21/381 [00:03<00:33, 10.67ex/s] preprocess datasets #2: 6%|▌ | 21/380 [00:03<00:37, 9.57ex/s][A[A preprocess datasets #4: 5%|▌ | 19/380 [00:03<00:34, 10.35ex/s][A[A[A[A preprocess datasets #1: 5%|▌ | 19/380 [00:04<00:35, 10.08ex/s][A preprocess datasets #3: 6%|▌ | 22/380 [00:04<00:36, 9.74ex/s][A[A[A preprocess datasets #0: 6%|▌ | 23/381 [00:04<00:34, 10.51ex/s] preprocess datasets #4: 6%|▌ | 21/380 [00:04<00:29, 12.23ex/s][A[A[A[A preprocess datasets #2: 6%|▌ | 23/380 [00:04<00:35, 10.00ex/s][A[A preprocess datasets #3: 6%|▋ | 24/380 [00:04<00:35, 10.09ex/s][A[A[A preprocess datasets #0: 7%|▋ | 25/381 [00:04<00:34, 10.39ex/s] preprocess datasets #1: 6%|▌ | 21/380 [00:04<00:37, 9.61ex/s][A preprocess datasets #4: 6%|▌ | 23/380 [00:04<00:30, 11.62ex/s][A[A[A[A preprocess datasets #2: 7%|▋ | 25/380 [00:04<00:35, 10.00ex/s][A[A preprocess datasets #1: 6%|▌ | 22/380 [00:04<00:38, 9.26ex/s][A preprocess datasets #0: 7%|▋ | 27/381 [00:04<00:33, 10.65ex/s] preprocess datasets #2: 7%|▋ | 27/380 [00:04<00:32, 10.88ex/s][A[A preprocess datasets #4: 7%|▋ | 25/380 [00:04<00:34, 10.34ex/s][A[A[A[A preprocess datasets #3: 7%|▋ | 26/380 [00:04<00:42, 8.30ex/s][A[A[A preprocess datasets #0: 8%|▊ | 29/381 [00:04<00:32, 10.75ex/s] preprocess datasets #1: 6%|▋ | 24/380 [00:04<00:40, 8.76ex/s][A preprocess datasets #2: 8%|▊ | 29/380 [00:04<00:32, 10.70ex/s][A[A preprocess datasets #4: 7%|▋ | 27/380 [00:04<00:33, 10.49ex/s][A[A[A[A preprocess datasets #3: 7%|▋ | 28/380 [00:04<00:39, 8.94ex/s][A[A[A preprocess datasets #1: 7%|▋ | 25/380 [00:04<00:41, 8.49ex/s][A preprocess datasets #0: 8%|▊ | 31/381 [00:04<00:33, 10.45ex/s] preprocess datasets #2: 8%|▊ | 31/380 [00:04<00:31, 10.96ex/s][A[A preprocess datasets #1: 7%|▋ | 26/380 [00:04<00:44, 7.93ex/s][A preprocess datasets #3: 8%|▊ | 30/380 [00:04<00:37, 9.36ex/s][A[A[A preprocess datasets #4: 8%|▊ | 29/380 [00:04<00:36, 9.66ex/s][A[A[A[A preprocess datasets #0: 9%|▊ | 33/381 [00:05<00:33, 10.48ex/s] preprocess datasets #2: 9%|▊ | 33/380 [00:05<00:31, 10.91ex/s][A[A preprocess datasets #1: 7%|▋ | 27/380 [00:05<00:43, 8.18ex/s][A preprocess datasets #3: 8%|▊ | 31/380 [00:05<00:37, 9.37ex/s][A[A[A preprocess datasets #0: 9%|▉ | 35/381 [00:05<00:29, 11.80ex/s] preprocess datasets #1: 7%|▋ | 28/380 [00:05<00:42, 8.33ex/s][A preprocess datasets #4: 8%|▊ | 31/380 [00:05<00:36, 9.67ex/s][A[A[A[A preprocess datasets #3: 9%|▊ | 33/380 [00:05<00:35, 9.65ex/s][A[A[A preprocess datasets #2: 9%|▉ | 35/380 [00:05<00:32, 10.47ex/s][A[A preprocess datasets #1: 8%|▊ | 29/380 [00:05<00:40, 8.58ex/s][A preprocess datasets #0: 10%|▉ | 37/381 [00:05<00:30, 11.45ex/s] preprocess datasets #3: 9%|▉ | 34/380 [00:05<00:36, 9.58ex/s][A[A[A preprocess datasets #1: 8%|▊ | 30/380 [00:05<00:41, 8.35ex/s][A preprocess datasets #2: 10%|▉ | 37/380 [00:05<00:32, 10.40ex/s][A[A preprocess datasets #4: 9%|▊ | 33/380 [00:05<00:40, 8.66ex/s][A[A[A[A preprocess datasets #0: 10%|█ | 39/381 [00:05<00:29, 11.79ex/s] preprocess datasets #3: 9%|▉ | 36/380 [00:05<00:31, 10.82ex/s][A[A[A preprocess datasets #4: 9%|▉ | 35/380 [00:05<00:34, 9.98ex/s][A[A[A[A preprocess datasets #2: 10%|█ | 39/380 [00:05<00:31, 10.71ex/s][A[A preprocess datasets #1: 8%|▊ | 32/380 [00:05<00:40, 8.64ex/s][A preprocess datasets #3: 10%|█ | 38/380 [00:05<00:30, 11.22ex/s][A[A[A preprocess datasets #0: 11%|█ | 41/381 [00:05<00:29, 11.39ex/s] preprocess datasets #1: 9%|▊ | 33/380 [00:05<00:39, 8.78ex/s][A preprocess datasets #3: 11%|█ | 40/380 [00:05<00:27, 12.21ex/s][A[A[A preprocess datasets #2: 11%|█ | 41/380 [00:05<00:31, 10.84ex/s][A[A preprocess datasets #4: 10%|▉ | 37/380 [00:05<00:35, 9.74ex/s][A[A[A[A preprocess datasets #0: 11%|█▏ | 43/381 [00:05<00:28, 11.76ex/s] preprocess datasets #2: 11%|█▏ | 43/380 [00:05<00:28, 11.81ex/s][A[A preprocess datasets #1: 9%|▉ | 35/380 [00:05<00:38, 8.90ex/s][A preprocess datasets #3: 11%|█ | 42/380 [00:05<00:28, 11.76ex/s][A[A[A preprocess datasets #0: 12%|█▏ | 45/381 [00:06<00:27, 12.10ex/s] preprocess datasets #4: 10%|█ | 39/380 [00:05<00:35, 9.58ex/s][A[A[A[A preprocess datasets #3: 12%|█▏ | 44/380 [00:06<00:25, 12.93ex/s][A[A[A preprocess datasets #2: 12%|█▏ | 45/380 [00:06<00:30, 11.04ex/s][A[A preprocess datasets #4: 11%|█ | 41/380 [00:06<00:32, 10.57ex/s][A[A[A[A preprocess datasets #1: 10%|▉ | 37/380 [00:06<00:38, 8.91ex/s][A preprocess datasets #0: 12%|█▏ | 47/381 [00:06<00:29, 11.41ex/s] preprocess datasets #3: 12%|█▏ | 46/380 [00:06<00:25, 13.32ex/s][A[A[A preprocess datasets #1: 10%|█ | 38/380 [00:06<00:38, 8.92ex/s][A preprocess datasets #2: 12%|█▏ | 47/380 [00:06<00:29, 11.17ex/s][A[A preprocess datasets #0: 13%|█▎ | 49/381 [00:06<00:28, 11.75ex/s] preprocess datasets #3: 13%|█▎ | 48/380 [00:06<00:23, 14.32ex/s][A[A[A preprocess datasets #4: 11%|█▏ | 43/380 [00:06<00:32, 10.42ex/s][A[A[A[A preprocess datasets #1: 10%|█ | 39/380 [00:06<00:38, 8.89ex/s][A preprocess datasets #3: 13%|█▎ | 50/380 [00:06<00:23, 14.19ex/s][A[A[A preprocess datasets #1: 11%|█ | 40/380 [00:06<00:37, 9.01ex/s][A preprocess datasets #0: 14%|█▎ | 52/381 [00:06<00:24, 13.40ex/s] preprocess datasets #2: 13%|█▎ | 49/380 [00:06<00:32, 10.34ex/s][A[A preprocess datasets #4: 12%|█▏ | 45/380 [00:06<00:33, 9.87ex/s][A[A[A[A preprocess datasets #1: 11%|█ | 41/380 [00:06<00:37, 9.03ex/s][A preprocess datasets #0: 14%|█▍ | 54/381 [00:06<00:23, 14.11ex/s] preprocess datasets #3: 14%|█▎ | 52/380 [00:06<00:27, 12.03ex/s][A[A[A preprocess datasets #2: 13%|█▎ | 51/380 [00:06<00:31, 10.46ex/s][A[A preprocess datasets #4: 12%|█▏ | 47/380 [00:06<00:33, 9.94ex/s][A[A[A[A preprocess datasets #0: 15%|█▍ | 56/381 [00:06<00:24, 13.39ex/s] preprocess datasets #3: 14%|█▍ | 54/380 [00:06<00:25, 12.92ex/s][A[A[A preprocess datasets #2: 14%|█▍ | 53/380 [00:06<00:30, 10.81ex/s][A[A preprocess datasets #1: 11%|█▏ | 43/380 [00:06<00:42, 7.91ex/s][A preprocess datasets #0: 15%|█▌ | 58/381 [00:07<00:25, 12.81ex/s] preprocess datasets #4: 13%|█▎ | 49/380 [00:06<00:34, 9.61ex/s][A[A[A[A preprocess datasets #1: 12%|█▏ | 44/380 [00:07<00:42, 7.91ex/s][A preprocess datasets #3: 15%|█▍ | 56/380 [00:07<00:27, 11.95ex/s][A[A[A preprocess datasets #2: 14%|█▍ | 55/380 [00:07<00:30, 10.48ex/s][A[A preprocess datasets #0: 16%|█▌ | 60/381 [00:07<00:23, 13.77ex/s] preprocess datasets #4: 13%|█▎ | 50/380 [00:07<00:34, 9.50ex/s][A[A[A[A preprocess datasets #3: 15%|█▌ | 58/380 [00:07<00:28, 11.43ex/s][A[A[A preprocess datasets #0: 16%|█▋ | 62/381 [00:07<00:22, 14.11ex/s] preprocess datasets #4: 13%|█▎ | 51/380 [00:07<00:36, 9.04ex/s][A[A[A[A preprocess datasets #1: 12%|█▏ | 46/380 [00:07<00:41, 8.07ex/s][A preprocess datasets #2: 15%|█▌ | 57/380 [00:07<00:30, 10.50ex/s][A[A preprocess datasets #4: 14%|█▎ | 52/380 [00:07<00:37, 8.81ex/s][A[A[A[A preprocess datasets #0: 17%|█▋ | 64/381 [00:07<00:23, 13.70ex/s] preprocess datasets #3: 16%|█▌ | 60/380 [00:07<00:27, 11.53ex/s][A[A[A preprocess datasets #2: 16%|█▌ | 59/380 [00:07<00:29, 11.06ex/s][A[A preprocess datasets #1: 13%|█▎ | 48/380 [00:07<00:38, 8.70ex/s][A preprocess datasets #4: 14%|█▍ | 54/380 [00:07<00:32, 9.98ex/s][A[A[A[A preprocess datasets #0: 17%|█▋ | 66/381 [00:07<00:23, 13.28ex/s] preprocess datasets #3: 16%|█▋ | 62/380 [00:07<00:26, 12.04ex/s][A[A[A preprocess datasets #2: 16%|█▌ | 61/380 [00:07<00:28, 11.37ex/s][A[A preprocess datasets #1: 13%|█▎ | 49/380 [00:07<00:40, 8.25ex/s][A preprocess datasets #0: 18%|█▊ | 68/381 [00:07<00:23, 13.16ex/s] preprocess datasets #4: 15%|█▍ | 56/380 [00:07<00:31, 10.25ex/s][A[A[A[A preprocess datasets #1: 13%|█▎ | 50/380 [00:07<00:39, 8.42ex/s][A preprocess datasets #3: 17%|█▋ | 64/380 [00:07<00:28, 11.12ex/s][A[A[A preprocess datasets #2: 17%|█▋ | 63/380 [00:07<00:27, 11.39ex/s][A[A preprocess datasets #4: 15%|█▌ | 58/380 [00:07<00:30, 10.65ex/s][A[A[A[A preprocess datasets #2: 17%|█▋ | 65/380 [00:07<00:25, 12.46ex/s][A[A preprocess datasets #1: 14%|█▎ | 52/380 [00:07<00:36, 8.97ex/s][A preprocess datasets #0: 18%|█▊ | 70/381 [00:07<00:26, 11.67ex/s] preprocess datasets #3: 17%|█▋ | 66/380 [00:07<00:30, 10.46ex/s][A[A[A preprocess datasets #2: 18%|█▊ | 67/380 [00:08<00:22, 13.67ex/s][A[A preprocess datasets #4: 16%|█▌ | 60/380 [00:08<00:28, 11.05ex/s][A[A[A[A preprocess datasets #0: 19%|█▉ | 72/381 [00:08<00:25, 12.13ex/s] preprocess datasets #3: 18%|█▊ | 68/380 [00:08<00:27, 11.52ex/s][A[A[A preprocess datasets #1: 14%|█▍ | 54/380 [00:08<00:34, 9.43ex/s][A preprocess datasets #2: 18%|█▊ | 69/380 [00:08<00:24, 12.72ex/s][A[A preprocess datasets #1: 14%|█▍ | 55/380 [00:08<00:35, 9.23ex/s][A preprocess datasets #4: 16%|█▋ | 62/380 [00:08<00:29, 10.81ex/s][A[A[A[A preprocess datasets #0: 19%|█▉ | 74/381 [00:08<00:26, 11.62ex/s] preprocess datasets #3: 18%|█▊ | 70/380 [00:08<00:27, 11.30ex/s][A[A[A preprocess datasets #2: 19%|█▊ | 71/380 [00:08<00:24, 12.59ex/s][A[A preprocess datasets #0: 20%|█▉ | 76/381 [00:08<00:25, 12.06ex/s] preprocess datasets #1: 15%|█▌ | 57/380 [00:08<00:33, 9.64ex/s][A preprocess datasets #4: 17%|█▋ | 64/380 [00:08<00:29, 10.77ex/s][A[A[A[A preprocess datasets #3: 19%|█▉ | 72/380 [00:08<00:27, 11.11ex/s][A[A[A preprocess datasets #2: 19%|█▉ | 73/380 [00:08<00:24, 12.65ex/s][A[A preprocess datasets #0: 20%|██ | 78/381 [00:08<00:25, 11.96ex/s] preprocess datasets #3: 19%|█▉ | 74/380 [00:08<00:27, 11.05ex/s][A[A[A preprocess datasets #1: 15%|█▌ | 58/380 [00:08<00:43, 7.45ex/s][A preprocess datasets #4: 17%|█▋ | 66/380 [00:08<00:32, 9.77ex/s][A[A[A[A preprocess datasets #2: 20%|█▉ | 75/380 [00:08<00:25, 11.77ex/s][A[A preprocess datasets #0: 21%|██▏ | 81/381 [00:08<00:22, 13.58ex/s] preprocess datasets #4: 18%|█▊ | 67/380 [00:08<00:32, 9.77ex/s][A[A[A[A preprocess datasets #1: 16%|█▌ | 59/380 [00:08<00:41, 7.66ex/s][A preprocess datasets #2: 20%|██ | 77/380 [00:08<00:24, 12.38ex/s][A[A preprocess datasets #3: 20%|██ | 76/380 [00:08<00:28, 10.76ex/s][A[A[A preprocess datasets #0: 22%|██▏ | 83/381 [00:08<00:22, 13.45ex/s] preprocess datasets #4: 18%|█▊ | 69/380 [00:08<00:30, 10.29ex/s][A[A[A[A preprocess datasets #1: 16%|█▌ | 61/380 [00:09<00:38, 8.31ex/s][A preprocess datasets #2: 21%|██ | 79/380 [00:09<00:24, 12.34ex/s][A[A preprocess datasets #3: 21%|██ | 78/380 [00:09<00:27, 10.82ex/s][A[A[A preprocess datasets #0: 22%|██▏ | 85/381 [00:09<00:21, 13.63ex/s] preprocess datasets #1: 16%|█▋ | 62/380 [00:09<00:36, 8.62ex/s][A preprocess datasets #4: 19%|█▊ | 71/380 [00:09<00:30, 10.01ex/s][A[A[A[A preprocess datasets #0: 23%|██▎ | 87/381 [00:09<00:22, 13.28ex/s] preprocess datasets #3: 21%|██ | 80/380 [00:09<00:27, 11.00ex/s][A[A[A preprocess datasets #2: 21%|██▏ | 81/380 [00:09<00:26, 11.49ex/s][A[A preprocess datasets #1: 17%|█▋ | 63/380 [00:09<00:39, 7.94ex/s][A preprocess datasets #1: 17%|█▋ | 64/380 [00:09<00:38, 8.10ex/s][A preprocess datasets #0: 23%|██▎ | 89/381 [00:09<00:22, 12.89ex/s] preprocess datasets #4: 19%|█▉ | 73/380 [00:09<00:34, 9.03ex/s][A[A[A[A preprocess datasets #2: 22%|██▏ | 83/380 [00:09<00:27, 10.83ex/s][A[A preprocess datasets #3: 22%|██▏ | 82/380 [00:09<00:29, 10.13ex/s][A[A[A preprocess datasets #4: 19%|█▉ | 74/380 [00:09<00:33, 9.08ex/s][A[A[A[A preprocess datasets #1: 17%|█▋ | 66/380 [00:09<00:33, 9.31ex/s][A preprocess datasets #0: 24%|██▍ | 91/381 [00:09<00:24, 12.01ex/s] preprocess datasets #2: 22%|██▏ | 85/380 [00:09<00:26, 11.20ex/s][A[A preprocess datasets #3: 22%|██▏ | 84/380 [00:09<00:28, 10.34ex/s][A[A[A preprocess datasets #4: 20%|█▉ | 75/380 [00:09<00:33, 9.03ex/s][A[A[A[A preprocess datasets #1: 18%|█▊ | 68/380 [00:09<00:28, 10.87ex/s][A preprocess datasets #0: 24%|██▍ | 93/381 [00:09<00:22, 12.55ex/s] preprocess datasets #2: 23%|██▎ | 87/380 [00:09<00:25, 11.42ex/s][A[A preprocess datasets #4: 20%|██ | 76/380 [00:09<00:34, 8.70ex/s][A[A[A[A preprocess datasets #3: 23%|██▎ | 86/380 [00:09<00:27, 10.75ex/s][A[A[A preprocess datasets #0: 25%|██▍ | 95/381 [00:09<00:24, 11.84ex/s] preprocess datasets #4: 21%|██ | 78/380 [00:09<00:29, 10.38ex/s][A[A[A[A preprocess datasets #1: 18%|█▊ | 70/380 [00:09<00:31, 9.79ex/s][A preprocess datasets #2: 23%|██▎ | 89/380 [00:09<00:25, 11.36ex/s][A[A preprocess datasets #3: 23%|██▎ | 88/380 [00:09<00:24, 11.72ex/s][A[A[A preprocess datasets #4: 21%|██ | 80/380 [00:10<00:25, 11.72ex/s][A[A[A[A preprocess datasets #0: 25%|██▌ | 97/381 [00:10<00:23, 11.89ex/s] preprocess datasets #1: 19%|█▉ | 72/380 [00:10<00:28, 10.66ex/s][A preprocess datasets #2: 24%|██▍ | 91/380 [00:10<00:23, 12.05ex/s][A[A preprocess datasets #3: 24%|██▎ | 90/380 [00:10<00:25, 11.57ex/s][A[A[A preprocess datasets #4: 22%|██▏ | 82/380 [00:10<00:24, 12.29ex/s][A[A[A[A preprocess datasets #0: 26%|██▌ | 99/381 [00:10<00:23, 11.94ex/s] preprocess datasets #2: 24%|██▍ | 93/380 [00:10<00:23, 12.32ex/s][A[A preprocess datasets #3: 24%|██▍ | 92/380 [00:10<00:25, 11.51ex/s][A[A[A preprocess datasets #1: 19%|█▉ | 74/380 [00:10<00:33, 9.20ex/s][A preprocess datasets #4: 22%|██▏ | 84/380 [00:10<00:24, 12.26ex/s][A[A[A[A preprocess datasets #0: 27%|██▋ | 101/381 [00:10<00:22, 12.23ex/s] preprocess datasets #2: 25%|██▌ | 95/380 [00:10<00:23, 12.09ex/s][A[A preprocess datasets #3: 25%|██▍ | 94/380 [00:10<00:24, 11.85ex/s][A[A[A preprocess datasets #1: 20%|██ | 76/380 [00:10<00:28, 10.66ex/s][A preprocess datasets #4: 23%|██▎ | 86/380 [00:10<00:23, 12.62ex/s][A[A[A[A preprocess datasets #2: 26%|██▌ | 97/380 [00:10<00:23, 12.28ex/s][A[A preprocess datasets #0: 27%|██▋ | 103/381 [00:10<00:24, 11.48ex/s] preprocess datasets #3: 25%|██▌ | 96/380 [00:10<00:24, 11.66ex/s][A[A[A preprocess datasets #1: 21%|██ | 78/380 [00:10<00:28, 10.54ex/s][A preprocess datasets #4: 23%|██▎ | 88/380 [00:10<00:24, 11.78ex/s][A[A[A[A preprocess datasets #2: 26%|██▌ | 99/380 [00:10<00:23, 12.01ex/s][A[A preprocess datasets #3: 26%|██▌ | 98/380 [00:10<00:24, 11.74ex/s][A[A[A preprocess datasets #0: 28%|██▊ | 105/381 [00:10<00:25, 10.66ex/s] preprocess datasets #1: 21%|██▏ | 81/380 [00:10<00:23, 12.89ex/s][A preprocess datasets #4: 24%|██▎ | 90/380 [00:10<00:24, 11.63ex/s][A[A[A[A preprocess datasets #3: 26%|██▋ | 100/380 [00:10<00:22, 12.31ex/s][A[A[A preprocess datasets #2: 27%|██▋ | 101/380 [00:10<00:25, 11.01ex/s][A[A preprocess datasets #0: 28%|██▊ | 107/381 [00:11<00:25, 10.84ex/s] preprocess datasets #1: 22%|██▏ | 83/380 [00:11<00:27, 10.98ex/s][A preprocess datasets #4: 24%|██▍ | 92/380 [00:11<00:27, 10.65ex/s][A[A[A[A preprocess datasets #2: 27%|██▋ | 103/380 [00:11<00:24, 11.43ex/s][A[A preprocess datasets #3: 27%|██▋ | 102/380 [00:11<00:23, 11.72ex/s][A[A[A preprocess datasets #0: 29%|██▊ | 109/381 [00:11<00:25, 10.87ex/s] preprocess datasets #1: 22%|██▏ | 85/380 [00:11<00:25, 11.54ex/s][A preprocess datasets #4: 25%|██▍ | 94/380 [00:11<00:25, 11.04ex/s][A[A[A[A preprocess datasets #2: 28%|██▊ | 105/380 [00:11<00:24, 11.16ex/s][A[A preprocess datasets #3: 27%|██▋ | 104/380 [00:11<00:24, 11.19ex/s][A[A[A preprocess datasets #0: 29%|██▉ | 111/381 [00:11<00:25, 10.50ex/s] preprocess datasets #4: 25%|██▌ | 96/380 [00:11<00:24, 11.62ex/s][A[A[A[A preprocess datasets #1: 23%|██▎ | 87/380 [00:11<00:26, 10.97ex/s][A preprocess datasets #3: 28%|██▊ | 106/380 [00:11<00:24, 11.07ex/s][A[A[A preprocess datasets #2: 28%|██▊ | 107/380 [00:11<00:25, 10.65ex/s][A[A preprocess datasets #0: 30%|██▉ | 113/381 [00:11<00:27, 9.78ex/s] preprocess datasets #1: 23%|██▎ | 89/380 [00:11<00:27, 10.63ex/s][A preprocess datasets #3: 28%|██▊ | 108/380 [00:11<00:23, 11.59ex/s][A[A[A preprocess datasets #2: 29%|██▊ | 109/380 [00:11<00:25, 10.70ex/s][A[A preprocess datasets #4: 26%|██▌ | 98/380 [00:11<00:29, 9.58ex/s][A[A[A[A preprocess datasets #0: 30%|███ | 115/381 [00:11<00:25, 10.51ex/s] preprocess datasets #1: 24%|██▍ | 91/380 [00:11<00:26, 10.81ex/s][A preprocess datasets #3: 29%|██▉ | 110/380 [00:11<00:22, 11.97ex/s][A[A[A preprocess datasets #2: 29%|██▉ | 111/380 [00:11<00:24, 10.95ex/s][A[A preprocess datasets #1: 24%|██▍ | 93/380 [00:11<00:24, 11.55ex/s][A preprocess datasets #0: 31%|███ | 117/381 [00:12<00:25, 10.43ex/s] preprocess datasets #4: 26%|██▋ | 100/380 [00:11<00:32, 8.64ex/s][A[A[A[A preprocess datasets #3: 29%|██▉ | 112/380 [00:12<00:24, 10.84ex/s][A[A[A preprocess datasets #2: 30%|██▉ | 113/380 [00:12<00:24, 10.95ex/s][A[A preprocess datasets #0: 31%|███ | 119/381 [00:12<00:24, 10.80ex/s] preprocess datasets #1: 25%|██▌ | 95/380 [00:12<00:25, 11.29ex/s][A preprocess datasets #4: 27%|██▋ | 102/380 [00:12<00:29, 9.44ex/s][A[A[A[A preprocess datasets #2: 30%|███ | 115/380 [00:12<00:24, 10.89ex/s][A[A preprocess datasets #3: 30%|███ | 114/380 [00:12<00:25, 10.38ex/s][A[A[A preprocess datasets #0: 32%|███▏ | 121/381 [00:12<00:23, 11.06ex/s] preprocess datasets #1: 26%|██▌ | 97/380 [00:12<00:24, 11.35ex/s][A preprocess datasets #4: 27%|██▋ | 104/380 [00:12<00:28, 9.80ex/s][A[A[A[A preprocess datasets #3: 31%|███ | 116/380 [00:12<00:24, 10.96ex/s][A[A[A preprocess datasets #2: 31%|███ | 117/380 [00:12<00:24, 10.85ex/s][A[A preprocess datasets #0: 32%|███▏ | 123/381 [00:12<00:21, 11.79ex/s] preprocess datasets #1: 26%|██▌ | 99/380 [00:12<00:24, 11.36ex/s][A preprocess datasets #4: 28%|██▊ | 106/380 [00:12<00:28, 9.67ex/s][A[A[A[A preprocess datasets #2: 31%|███▏ | 119/380 [00:12<00:22, 11.61ex/s][A[A preprocess datasets #3: 31%|███ | 118/380 [00:12<00:23, 11.20ex/s][A[A[A preprocess datasets #1: 27%|██▋ | 101/380 [00:12<00:24, 11.46ex/s][A preprocess datasets #0: 33%|███▎ | 125/381 [00:12<00:24, 10.61ex/s] preprocess datasets #4: 28%|██▊ | 108/380 [00:12<00:27, 10.03ex/s][A[A[A[A preprocess datasets #2: 32%|███▏ | 121/380 [00:12<00:23, 10.96ex/s][A[A preprocess datasets #3: 32%|███▏ | 120/380 [00:12<00:24, 10.68ex/s][A[A[A preprocess datasets #1: 27%|██▋ | 103/380 [00:12<00:25, 10.98ex/s][A preprocess datasets #0: 33%|███▎ | 127/381 [00:12<00:25, 9.88ex/s] preprocess datasets #2: 32%|███▏ | 123/380 [00:12<00:23, 10.71ex/s][A[A preprocess datasets #4: 29%|██▉ | 110/380 [00:12<00:28, 9.56ex/s][A[A[A[A preprocess datasets #3: 32%|███▏ | 122/380 [00:12<00:25, 10.12ex/s][A[A[A preprocess datasets #1: 28%|██▊ | 105/380 [00:13<00:25, 10.72ex/s][A preprocess datasets #2: 33%|███▎ | 125/380 [00:13<00:21, 11.91ex/s][A[A preprocess datasets #4: 29%|██▉ | 111/380 [00:13<00:29, 9.14ex/s][A[A[A[A preprocess datasets #3: 33%|███▎ | 124/380 [00:13<00:22, 11.33ex/s][A[A[A preprocess datasets #1: 28%|██▊ | 107/380 [00:13<00:22, 12.24ex/s][A preprocess datasets #0: 34%|███▍ | 129/381 [00:13<00:28, 8.82ex/s] preprocess datasets #4: 30%|██▉ | 113/380 [00:13<00:27, 9.77ex/s][A[A[A[A preprocess datasets #3: 33%|███▎ | 126/380 [00:13<00:21, 11.81ex/s][A[A[A preprocess datasets #0: 34%|███▍ | 131/381 [00:13<00:24, 10.19ex/s] preprocess datasets #1: 29%|██▊ | 109/380 [00:13<00:23, 11.48ex/s][A preprocess datasets #4: 30%|███ | 114/380 [00:13<00:27, 9.77ex/s][A[A[A[A preprocess datasets #2: 33%|███▎ | 127/380 [00:13<00:26, 9.64ex/s][A[A preprocess datasets #3: 34%|███▎ | 128/380 [00:13<00:21, 11.88ex/s][A[A[A preprocess datasets #1: 29%|██▉ | 111/380 [00:13<00:21, 12.37ex/s][A preprocess datasets #0: 35%|███▍ | 133/381 [00:13<00:25, 9.82ex/s] preprocess datasets #4: 31%|███ | 116/380 [00:13<00:27, 9.76ex/s][A[A[A[A preprocess datasets #2: 34%|███▍ | 129/380 [00:13<00:26, 9.45ex/s][A[A preprocess datasets #1: 30%|██▉ | 113/380 [00:13<00:19, 13.45ex/s][A preprocess datasets #3: 34%|███▍ | 130/380 [00:13<00:21, 11.44ex/s][A[A[A preprocess datasets #4: 31%|███ | 118/380 [00:13<00:24, 10.50ex/s][A[A[A[A preprocess datasets #3: 35%|███▍ | 132/380 [00:13<00:20, 11.91ex/s][A[A[A preprocess datasets #0: 35%|███▌ | 135/381 [00:13<00:28, 8.72ex/s] preprocess datasets #2: 34%|███▍ | 131/380 [00:13<00:28, 8.74ex/s][A[A preprocess datasets #1: 30%|███ | 115/380 [00:13<00:25, 10.44ex/s][A preprocess datasets #4: 32%|███▏ | 120/380 [00:13<00:25, 10.39ex/s][A[A[A[A preprocess datasets #3: 35%|███▌ | 134/380 [00:13<00:19, 12.30ex/s][A[A[A preprocess datasets #2: 35%|███▌ | 133/380 [00:14<00:24, 10.05ex/s][A[A preprocess datasets #0: 36%|███▌ | 137/381 [00:14<00:27, 8.99ex/s] preprocess datasets #3: 36%|███▌ | 136/380 [00:14<00:19, 12.31ex/s][A[A[A preprocess datasets #1: 31%|███ | 117/380 [00:14<00:25, 10.21ex/s][A preprocess datasets #4: 32%|███▏ | 122/380 [00:14<00:26, 9.73ex/s][A[A[A[A preprocess datasets #2: 36%|███▌ | 135/380 [00:14<00:23, 10.35ex/s][A[A preprocess datasets #0: 36%|███▋ | 139/381 [00:14<00:26, 9.19ex/s] preprocess datasets #1: 31%|███▏ | 119/380 [00:14<00:24, 10.78ex/s][A preprocess datasets #3: 36%|███▋ | 138/380 [00:14<00:19, 12.28ex/s][A[A[A preprocess datasets #2: 36%|███▌ | 137/380 [00:14<00:22, 10.65ex/s][A[A preprocess datasets #4: 33%|███▎ | 124/380 [00:14<00:26, 9.74ex/s][A[A[A[A preprocess datasets #3: 37%|███▋ | 140/380 [00:14<00:19, 12.56ex/s][A[A[A preprocess datasets #0: 37%|███▋ | 141/381 [00:14<00:24, 9.61ex/s] preprocess datasets #1: 32%|███▏ | 121/380 [00:14<00:25, 10.35ex/s][A preprocess datasets #4: 33%|███▎ | 126/380 [00:14<00:24, 10.52ex/s][A[A[A[A preprocess datasets #2: 37%|███▋ | 139/380 [00:14<00:22, 10.72ex/s][A[A preprocess datasets #0: 38%|███▊ | 143/381 [00:14<00:23, 10.09ex/s] preprocess datasets #3: 37%|███▋ | 142/380 [00:14<00:20, 11.43ex/s][A[A[A preprocess datasets #1: 32%|███▏ | 123/380 [00:14<00:23, 10.93ex/s][A preprocess datasets #2: 37%|███▋ | 141/380 [00:14<00:20, 11.94ex/s][A[A preprocess datasets #4: 34%|███▎ | 128/380 [00:14<00:25, 9.83ex/s][A[A[A[A preprocess datasets #0: 38%|███▊ | 145/381 [00:14<00:22, 10.28ex/s] preprocess datasets #3: 38%|███▊ | 144/380 [00:14<00:20, 11.64ex/s][A[A[A preprocess datasets #1: 33%|███▎ | 125/380 [00:14<00:24, 10.51ex/s][A preprocess datasets #2: 38%|███▊ | 143/380 [00:14<00:20, 11.30ex/s][A[A preprocess datasets #0: 39%|███▊ | 147/381 [00:14<00:20, 11.36ex/s] preprocess datasets #3: 38%|███▊ | 146/380 [00:14<00:19, 12.18ex/s][A[A[A preprocess datasets #1: 33%|███▎ | 127/380 [00:15<00:22, 11.27ex/s][A preprocess datasets #4: 34%|███▍ | 130/380 [00:14<00:27, 9.16ex/s][A[A[A[A preprocess datasets #2: 38%|███▊ | 145/380 [00:15<00:21, 11.06ex/s][A[A preprocess datasets #3: 39%|███▉ | 148/380 [00:15<00:21, 11.03ex/s][A[A[A preprocess datasets #0: 39%|███▉ | 149/381 [00:15<00:23, 9.72ex/s] preprocess datasets #1: 34%|███▍ | 129/380 [00:15<00:23, 10.63ex/s][A preprocess datasets #4: 35%|███▍ | 132/380 [00:15<00:26, 9.25ex/s][A[A[A[A preprocess datasets #2: 39%|███▊ | 147/380 [00:15<00:21, 10.77ex/s][A[A preprocess datasets #4: 35%|███▌ | 134/380 [00:15<00:22, 10.98ex/s][A[A[A[A preprocess datasets #0: 40%|███▉ | 151/381 [00:15<00:22, 10.30ex/s] preprocess datasets #3: 39%|███▉ | 150/380 [00:15<00:22, 10.36ex/s][A[A[A preprocess datasets #2: 39%|███▉ | 149/380 [00:15<00:21, 10.73ex/s][A[A preprocess datasets #4: 36%|███▌ | 136/380 [00:15<00:22, 10.85ex/s][A[A[A[A preprocess datasets #1: 34%|███▍ | 131/380 [00:15<00:28, 8.69ex/s][A preprocess datasets #3: 40%|████ | 152/380 [00:15<00:20, 10.87ex/s][A[A[A preprocess datasets #1: 35%|███▍ | 132/380 [00:15<00:27, 8.88ex/s][A preprocess datasets #0: 40%|████ | 153/381 [00:15<00:25, 8.85ex/s] preprocess datasets #4: 36%|███▋ | 138/380 [00:15<00:20, 11.65ex/s][A[A[A[A preprocess datasets #3: 41%|████ | 154/380 [00:15<00:19, 11.77ex/s][A[A[A preprocess datasets #2: 40%|███▉ | 151/380 [00:15<00:24, 9.49ex/s][A[A preprocess datasets #1: 35%|███▌ | 133/380 [00:15<00:27, 8.83ex/s][A preprocess datasets #0: 40%|████ | 154/381 [00:15<00:28, 7.97ex/s] preprocess datasets #1: 35%|███▌ | 134/380 [00:15<00:27, 9.06ex/s][A preprocess datasets #3: 41%|████ | 156/380 [00:15<00:19, 11.46ex/s][A[A[A preprocess datasets #2: 40%|████ | 153/380 [00:15<00:23, 9.57ex/s][A[A preprocess datasets #4: 37%|███▋ | 140/380 [00:15<00:23, 10.25ex/s][A[A[A[A preprocess datasets #1: 36%|███▌ | 135/380 [00:15<00:27, 9.01ex/s][A preprocess datasets #3: 42%|████▏ | 158/380 [00:16<00:19, 11.62ex/s][A[A[A preprocess datasets #0: 41%|████ | 156/381 [00:16<00:26, 8.52ex/s] preprocess datasets #1: 36%|███▌ | 136/380 [00:16<00:27, 9.00ex/s][A preprocess datasets #2: 41%|████ | 155/380 [00:16<00:23, 9.77ex/s][A[A preprocess datasets #4: 37%|███▋ | 142/380 [00:16<00:23, 10.17ex/s][A[A[A[A preprocess datasets #0: 41%|████ | 157/381 [00:16<00:26, 8.54ex/s] preprocess datasets #2: 41%|████ | 156/380 [00:16<00:23, 9.71ex/s][A[A preprocess datasets #3: 42%|████▏ | 160/380 [00:16<00:19, 11.38ex/s][A[A[A preprocess datasets #1: 36%|███▋ | 138/380 [00:16<00:23, 10.31ex/s][A preprocess datasets #0: 41%|████▏ | 158/381 [00:16<00:26, 8.41ex/s] preprocess datasets #2: 41%|████▏ | 157/380 [00:16<00:22, 9.75ex/s][A[A preprocess datasets #4: 38%|███▊ | 144/380 [00:16<00:25, 9.34ex/s][A[A[A[A preprocess datasets #0: 42%|████▏ | 159/381 [00:16<00:27, 8.13ex/s] preprocess datasets #1: 37%|███▋ | 140/380 [00:16<00:23, 10.19ex/s][A preprocess datasets #2: 42%|████▏ | 159/380 [00:16<00:19, 11.25ex/s][A[A preprocess datasets #3: 43%|████▎ | 162/380 [00:16<00:20, 10.47ex/s][A[A[A preprocess datasets #4: 38%|███▊ | 145/380 [00:16<00:25, 9.27ex/s][A[A[A[A preprocess datasets #0: 42%|████▏ | 161/381 [00:16<00:22, 9.58ex/s] preprocess datasets #3: 43%|████▎ | 164/380 [00:16<00:20, 10.73ex/s][A[A[A preprocess datasets #1: 37%|███▋ | 142/380 [00:16<00:23, 10.15ex/s][A preprocess datasets #2: 42%|████▏ | 161/380 [00:16<00:20, 10.89ex/s][A[A preprocess datasets #4: 39%|███▊ | 147/380 [00:16<00:22, 10.14ex/s][A[A[A[A preprocess datasets #0: 43%|████▎ | 162/381 [00:16<00:24, 8.96ex/s] preprocess datasets #1: 38%|███▊ | 144/380 [00:16<00:19, 12.11ex/s][A preprocess datasets #4: 39%|███▉ | 149/380 [00:16<00:20, 11.16ex/s][A[A[A[A preprocess datasets #3: 44%|████▎ | 166/380 [00:16<00:19, 10.73ex/s][A[A[A preprocess datasets #2: 43%|████▎ | 163/380 [00:16<00:19, 10.88ex/s][A[A preprocess datasets #0: 43%|████▎ | 164/381 [00:16<00:20, 10.63ex/s] preprocess datasets #1: 38%|███▊ | 146/380 [00:16<00:19, 12.11ex/s][A preprocess datasets #4: 40%|███▉ | 151/380 [00:16<00:20, 11.31ex/s][A[A[A[A preprocess datasets #3: 44%|████▍ | 168/380 [00:16<00:18, 11.28ex/s][A[A[A preprocess datasets #2: 43%|████▎ | 165/380 [00:17<00:21, 10.08ex/s][A[A preprocess datasets #0: 44%|████▎ | 166/381 [00:17<00:22, 9.49ex/s] preprocess datasets #1: 39%|███▉ | 148/380 [00:17<00:20, 11.06ex/s][A preprocess datasets #4: 40%|████ | 153/380 [00:17<00:19, 11.51ex/s][A[A[A[A preprocess datasets #3: 45%|████▍ | 170/380 [00:17<00:19, 11.04ex/s][A[A[A preprocess datasets #2: 44%|████▍ | 167/380 [00:17<00:20, 10.41ex/s][A[A preprocess datasets #1: 39%|███▉ | 150/380 [00:17<00:19, 11.51ex/s][A preprocess datasets #4: 41%|████ | 155/380 [00:17<00:18, 11.99ex/s][A[A[A[A preprocess datasets #0: 44%|████▍ | 168/381 [00:17<00:22, 9.61ex/s] preprocess datasets #3: 45%|████▌ | 172/380 [00:17<00:18, 11.55ex/s][A[A[A preprocess datasets #0: 44%|████▍ | 169/381 [00:17<00:23, 9.17ex/s] preprocess datasets #4: 41%|████▏ | 157/380 [00:17<00:18, 12.24ex/s][A[A[A[A preprocess datasets #3: 46%|████▌ | 174/380 [00:17<00:16, 12.31ex/s][A[A[A preprocess datasets #1: 40%|████ | 152/380 [00:17<00:20, 11.19ex/s][A preprocess datasets #2: 44%|████▍ | 169/380 [00:17<00:23, 9.04ex/s][A[A preprocess datasets #4: 42%|████▏ | 159/380 [00:17<00:17, 12.93ex/s][A[A[A[A preprocess datasets #1: 41%|████ | 154/380 [00:17<00:18, 12.47ex/s][A preprocess datasets #0: 45%|████▍ | 170/381 [00:17<00:26, 8.04ex/s] preprocess datasets #3: 46%|████▋ | 176/380 [00:17<00:17, 11.86ex/s][A[A[A preprocess datasets #2: 45%|████▌ | 172/380 [00:17<00:19, 10.77ex/s][A[A preprocess datasets #1: 41%|████ | 156/380 [00:17<00:18, 12.44ex/s][A preprocess datasets #0: 45%|████▌ | 172/381 [00:17<00:22, 9.44ex/s] preprocess datasets #4: 42%|████▏ | 161/380 [00:17<00:19, 11.15ex/s][A[A[A[A preprocess datasets #0: 45%|████▌ | 173/381 [00:17<00:22, 9.44ex/s] preprocess datasets #3: 47%|████▋ | 178/380 [00:17<00:19, 10.13ex/s][A[A[A preprocess datasets #2: 46%|████▌ | 174/380 [00:17<00:19, 10.61ex/s][A[A preprocess datasets #1: 42%|████▏ | 158/380 [00:17<00:18, 11.70ex/s][A preprocess datasets #0: 46%|████▌ | 174/381 [00:18<00:24, 8.60ex/s] preprocess datasets #1: 42%|████▏ | 160/380 [00:18<00:17, 12.65ex/s][A preprocess datasets #4: 43%|████▎ | 163/380 [00:18<00:22, 9.55ex/s][A[A[A[A preprocess datasets #0: 46%|████▌ | 175/381 [00:18<00:23, 8.81ex/s] preprocess datasets #2: 46%|████▋ | 176/380 [00:18<00:20, 9.79ex/s][A[A preprocess datasets #3: 47%|████▋ | 180/380 [00:18<00:22, 9.03ex/s][A[A[A preprocess datasets #0: 46%|████▌ | 176/381 [00:18<00:23, 8.90ex/s] preprocess datasets #1: 43%|████▎ | 163/380 [00:18<00:15, 13.81ex/s][A preprocess datasets #4: 43%|████▎ | 165/380 [00:18<00:21, 10.02ex/s][A[A[A[A preprocess datasets #3: 48%|████▊ | 181/380 [00:18<00:22, 8.83ex/s][A[A[A preprocess datasets #0: 46%|████▋ | 177/381 [00:18<00:23, 8.80ex/s] preprocess datasets #1: 43%|████▎ | 165/380 [00:18<00:15, 13.68ex/s][A preprocess datasets #2: 47%|████▋ | 178/380 [00:18<00:23, 8.61ex/s][A[A preprocess datasets #4: 44%|████▍ | 167/380 [00:18<00:21, 9.75ex/s][A[A[A[A preprocess datasets #3: 48%|████▊ | 183/380 [00:18<00:21, 9.19ex/s][A[A[A preprocess datasets #1: 44%|████▍ | 167/380 [00:18<00:15, 14.13ex/s][A preprocess datasets #0: 47%|████▋ | 179/381 [00:18<00:23, 8.66ex/s] preprocess datasets #3: 49%|████▊ | 185/380 [00:18<00:18, 10.69ex/s][A[A[A preprocess datasets #1: 44%|████▍ | 169/380 [00:18<00:14, 14.55ex/s][A preprocess datasets #0: 47%|████▋ | 180/381 [00:18<00:23, 8.65ex/s] preprocess datasets #2: 47%|████▋ | 179/380 [00:18<00:28, 7.07ex/s][A[A preprocess datasets #4: 44%|████▍ | 169/380 [00:18<00:25, 8.35ex/s][A[A[A[A preprocess datasets #1: 45%|████▌ | 171/380 [00:18<00:14, 13.98ex/s][A preprocess datasets #2: 47%|████▋ | 180/380 [00:18<00:27, 7.24ex/s][A[A preprocess datasets #3: 49%|████▉ | 187/380 [00:18<00:20, 9.48ex/s][A[A[A preprocess datasets #4: 45%|████▍ | 170/380 [00:18<00:26, 7.79ex/s][A[A[A[A preprocess datasets #0: 48%|████▊ | 182/381 [00:19<00:24, 8.04ex/s] preprocess datasets #2: 48%|████▊ | 182/380 [00:19<00:23, 8.56ex/s][A[A preprocess datasets #1: 46%|████▌ | 173/380 [00:19<00:18, 11.45ex/s][A preprocess datasets #3: 50%|████▉ | 189/380 [00:19<00:19, 9.76ex/s][A[A[A preprocess datasets #4: 45%|████▌ | 172/380 [00:19<00:22, 9.17ex/s][A[A[A[A preprocess datasets #0: 48%|████▊ | 183/381 [00:19<00:25, 7.87ex/s] preprocess datasets #2: 48%|████▊ | 184/380 [00:19<00:21, 9.29ex/s][A[A preprocess datasets #3: 50%|█████ | 191/380 [00:19<00:18, 10.41ex/s][A[A[A preprocess datasets #1: 46%|████▌ | 175/380 [00:19<00:18, 10.91ex/s][A preprocess datasets #0: 49%|████▊ | 185/381 [00:19<00:21, 8.97ex/s] preprocess datasets #4: 46%|████▌ | 174/380 [00:19<00:21, 9.68ex/s][A[A[A[A preprocess datasets #2: 49%|████▉ | 186/380 [00:19<00:18, 10.23ex/s][A[A preprocess datasets #3: 51%|█████ | 193/380 [00:19<00:18, 10.31ex/s][A[A[A preprocess datasets #1: 47%|████▋ | 177/380 [00:19<00:20, 10.11ex/s][A preprocess datasets #2: 49%|████▉ | 188/380 [00:19<00:18, 10.39ex/s][A[A preprocess datasets #0: 49%|████▉ | 187/381 [00:19<00:24, 7.83ex/s] preprocess datasets #3: 52%|█████▏ | 196/380 [00:19<00:15, 12.25ex/s][A[A[A preprocess datasets #4: 46%|████▋ | 176/380 [00:19<00:26, 7.70ex/s][A[A[A[A preprocess datasets #1: 47%|████▋ | 179/380 [00:19<00:20, 9.97ex/s][A preprocess datasets #2: 50%|█████ | 190/380 [00:19<00:18, 10.24ex/s][A[A preprocess datasets #0: 50%|████▉ | 189/381 [00:19<00:21, 8.76ex/s] preprocess datasets #3: 52%|█████▏ | 198/380 [00:19<00:17, 10.64ex/s][A[A[A preprocess datasets #4: 47%|████▋ | 178/380 [00:19<00:25, 8.06ex/s][A[A[A[A preprocess datasets #1: 48%|████▊ | 181/380 [00:19<00:20, 9.73ex/s][A preprocess datasets #2: 51%|█████ | 192/380 [00:19<00:19, 9.58ex/s][A[A preprocess datasets #4: 47%|████▋ | 179/380 [00:19<00:25, 8.04ex/s][A[A[A[A preprocess datasets #0: 50%|█████ | 191/381 [00:20<00:24, 7.91ex/s] preprocess datasets #2: 51%|█████ | 193/380 [00:20<00:20, 9.32ex/s][A[A preprocess datasets #1: 48%|████▊ | 183/380 [00:20<00:19, 10.12ex/s][A preprocess datasets #3: 53%|█████▎ | 200/380 [00:20<00:19, 9.23ex/s][A[A[A preprocess datasets #4: 48%|████▊ | 181/380 [00:20<00:23, 8.38ex/s][A[A[A[A preprocess datasets #0: 51%|█████ | 193/381 [00:20<00:21, 8.79ex/s] preprocess datasets #1: 49%|████▊ | 185/380 [00:20<00:20, 9.72ex/s][A preprocess datasets #4: 48%|████▊ | 183/380 [00:20<00:20, 9.51ex/s][A[A[A[A preprocess datasets #2: 51%|█████▏ | 195/380 [00:20<00:22, 8.16ex/s][A[A preprocess datasets #3: 53%|█████▎ | 202/380 [00:20<00:19, 8.99ex/s][A[A[A preprocess datasets #0: 51%|█████ | 195/381 [00:20<00:19, 9.74ex/s] preprocess datasets #1: 49%|████▉ | 186/380 [00:20<00:20, 9.33ex/s][A preprocess datasets #4: 49%|████▊ | 185/380 [00:20<00:17, 11.23ex/s][A[A[A[A preprocess datasets #3: 53%|█████▎ | 203/380 [00:20<00:20, 8.83ex/s][A[A[A preprocess datasets #2: 52%|█████▏ | 196/380 [00:20<00:22, 8.07ex/s][A[A preprocess datasets #1: 49%|████▉ | 187/380 [00:20<00:21, 9.15ex/s][A preprocess datasets #0: 52%|█████▏ | 197/381 [00:20<00:19, 9.51ex/s] preprocess datasets #3: 54%|█████▍ | 205/380 [00:20<00:17, 9.95ex/s][A[A[A preprocess datasets #2: 52%|█████▏ | 197/380 [00:20<00:23, 7.70ex/s][A[A preprocess datasets #4: 49%|████▉ | 187/380 [00:20<00:17, 10.77ex/s][A[A[A[A preprocess datasets #1: 50%|████▉ | 189/380 [00:20<00:19, 10.04ex/s][A preprocess datasets #0: 52%|█████▏ | 198/381 [00:20<00:21, 8.38ex/s] preprocess datasets #2: 52%|█████▏ | 199/380 [00:20<00:19, 9.27ex/s][A[A preprocess datasets #4: 50%|████▉ | 189/380 [00:20<00:16, 11.59ex/s][A[A[A[A preprocess datasets #3: 54%|█████▍ | 207/380 [00:20<00:17, 10.06ex/s][A[A[A preprocess datasets #1: 50%|█████ | 190/380 [00:20<00:20, 9.39ex/s][A preprocess datasets #2: 53%|█████▎ | 201/380 [00:20<00:16, 10.83ex/s][A[A preprocess datasets #4: 50%|█████ | 191/380 [00:20<00:16, 11.70ex/s][A[A[A[A preprocess datasets #1: 50%|█████ | 191/380 [00:21<00:21, 8.80ex/s][A preprocess datasets #0: 52%|█████▏ | 200/381 [00:21<00:20, 8.68ex/s] preprocess datasets #3: 55%|█████▌ | 209/380 [00:21<00:17, 10.00ex/s][A[A[A preprocess datasets #0: 53%|█████▎ | 201/381 [00:21<00:20, 8.78ex/s] preprocess datasets #4: 51%|█████ | 193/380 [00:21<00:15, 12.42ex/s][A[A[A[A preprocess datasets #1: 51%|█████ | 193/380 [00:21<00:17, 10.42ex/s][A preprocess datasets #3: 56%|█████▌ | 211/380 [00:21<00:15, 10.57ex/s][A[A[A preprocess datasets #2: 53%|█████▎ | 203/380 [00:21<00:19, 9.14ex/s][A[A preprocess datasets #0: 53%|█████▎ | 202/381 [00:21<00:19, 8.97ex/s] preprocess datasets #4: 51%|█████▏ | 195/380 [00:21<00:15, 12.07ex/s][A[A[A[A preprocess datasets #1: 51%|█████▏ | 195/380 [00:21<00:17, 10.56ex/s][A preprocess datasets #0: 53%|█████▎ | 203/381 [00:21<00:19, 9.07ex/s] preprocess datasets #2: 54%|█████▍ | 205/380 [00:21<00:17, 9.78ex/s][A[A preprocess datasets #3: 56%|█████▌ | 213/380 [00:21<00:15, 10.44ex/s][A[A[A preprocess datasets #1: 52%|█████▏ | 197/380 [00:21<00:15, 11.50ex/s][A preprocess datasets #4: 52%|█████▏ | 197/380 [00:21<00:15, 11.62ex/s][A[A[A[A preprocess datasets #0: 54%|█████▍ | 205/381 [00:21<00:19, 9.23ex/s] preprocess datasets #2: 54%|█████▍ | 207/380 [00:21<00:16, 10.65ex/s][A[A preprocess datasets #0: 54%|█████▍ | 206/381 [00:21<00:18, 9.37ex/s] preprocess datasets #2: 55%|█████▌ | 209/380 [00:21<00:14, 11.96ex/s][A[A preprocess datasets #3: 57%|█████▋ | 215/380 [00:21<00:17, 9.43ex/s][A[A[A preprocess datasets #4: 52%|█████▏ | 199/380 [00:21<00:16, 11.28ex/s][A[A[A[A preprocess datasets #1: 52%|█████▏ | 199/380 [00:21<00:18, 9.96ex/s][A preprocess datasets #3: 57%|█████▋ | 217/380 [00:21<00:16, 10.15ex/s][A[A[A preprocess datasets #2: 56%|█████▌ | 211/380 [00:21<00:14, 11.66ex/s][A[A preprocess datasets #0: 55%|█████▍ | 208/381 [00:21<00:18, 9.47ex/s] preprocess datasets #4: 53%|█████▎ | 202/380 [00:21<00:14, 12.58ex/s][A[A[A[A preprocess datasets #1: 53%|█████▎ | 201/380 [00:21<00:18, 9.57ex/s][A preprocess datasets #0: 55%|█████▍ | 209/381 [00:22<00:19, 8.95ex/s] preprocess datasets #3: 58%|█████▊ | 219/380 [00:22<00:16, 10.05ex/s][A[A[A preprocess datasets #4: 54%|█████▎ | 204/380 [00:22<00:14, 12.23ex/s][A[A[A[A preprocess datasets #2: 56%|█████▌ | 213/380 [00:22<00:15, 10.44ex/s][A[A preprocess datasets #1: 53%|█████▎ | 202/380 [00:22<00:20, 8.88ex/s][A preprocess datasets #0: 55%|█████▌ | 210/381 [00:22<00:20, 8.35ex/s] preprocess datasets #3: 58%|█████▊ | 221/380 [00:22<00:15, 10.29ex/s][A[A[A preprocess datasets #1: 54%|█████▎ | 204/380 [00:22<00:18, 9.58ex/s][A preprocess datasets #0: 55%|█████▌ | 211/381 [00:22<00:21, 7.92ex/s] preprocess datasets #4: 54%|█████▍ | 206/380 [00:22<00:15, 11.08ex/s][A[A[A[A preprocess datasets #2: 57%|█████▋ | 215/380 [00:22<00:17, 9.21ex/s][A[A preprocess datasets #1: 54%|█████▍ | 205/380 [00:22<00:19, 8.75ex/s][A preprocess datasets #4: 55%|█████▍ | 208/380 [00:22<00:15, 11.27ex/s][A[A[A[A preprocess datasets #2: 57%|█████▋ | 216/380 [00:22<00:17, 9.33ex/s][A[A preprocess datasets #3: 59%|█████▊ | 223/380 [00:22<00:17, 9.20ex/s][A[A[A preprocess datasets #0: 56%|█████▌ | 213/381 [00:22<00:21, 7.91ex/s] preprocess datasets #1: 54%|█████▍ | 206/380 [00:22<00:20, 8.60ex/s][A preprocess datasets #2: 57%|█████▋ | 217/380 [00:22<00:17, 9.34ex/s][A[A preprocess datasets #4: 55%|█████▌ | 210/380 [00:22<00:14, 12.03ex/s][A[A[A[A preprocess datasets #3: 59%|█████▉ | 225/380 [00:22<00:15, 10.10ex/s][A[A[A preprocess datasets #0: 56%|█████▌ | 214/381 [00:22<00:22, 7.32ex/s] preprocess datasets #2: 58%|█████▊ | 219/380 [00:22<00:15, 10.53ex/s][A[A preprocess datasets #1: 55%|█████▍ | 208/380 [00:22<00:18, 9.54ex/s][A preprocess datasets #4: 56%|█████▌ | 212/380 [00:22<00:15, 11.17ex/s][A[A[A[A preprocess datasets #3: 60%|█████▉ | 227/380 [00:22<00:14, 10.41ex/s][A[A[A preprocess datasets #1: 55%|█████▌ | 209/380 [00:22<00:18, 9.18ex/s][A preprocess datasets #0: 56%|█████▋ | 215/381 [00:22<00:23, 7.01ex/s] preprocess datasets #2: 58%|█████▊ | 221/380 [00:22<00:14, 10.67ex/s][A[A preprocess datasets #4: 57%|█████▋ | 215/380 [00:22<00:12, 12.75ex/s][A[A[A[A preprocess datasets #1: 55%|█████▌ | 210/380 [00:23<00:19, 8.75ex/s][A preprocess datasets #0: 57%|█████▋ | 217/381 [00:23<00:20, 8.00ex/s] preprocess datasets #3: 61%|██████ | 230/380 [00:23<00:13, 10.80ex/s][A[A[A preprocess datasets #2: 59%|█████▊ | 223/380 [00:23<00:14, 10.54ex/s][A[A preprocess datasets #4: 57%|█████▋ | 217/380 [00:23<00:12, 13.48ex/s][A[A[A[A preprocess datasets #1: 56%|█████▌ | 212/380 [00:23<00:17, 9.71ex/s][A preprocess datasets #0: 57%|█████▋ | 218/381 [00:23<00:20, 8.09ex/s] preprocess datasets #3: 61%|██████ | 232/380 [00:23<00:13, 11.32ex/s][A[A[A preprocess datasets #1: 56%|█████▋ | 214/380 [00:23<00:14, 11.63ex/s][A preprocess datasets #4: 58%|█████▊ | 219/380 [00:23<00:13, 11.81ex/s][A[A[A[A preprocess datasets #0: 58%|█████▊ | 220/381 [00:23<00:17, 9.30ex/s] preprocess datasets #2: 59%|█████▉ | 225/380 [00:23<00:16, 9.43ex/s][A[A preprocess datasets #4: 58%|█████▊ | 221/380 [00:23<00:11, 13.29ex/s][A[A[A[A preprocess datasets #1: 57%|█████▋ | 216/380 [00:23<00:14, 11.58ex/s][A preprocess datasets #2: 59%|█████▉ | 226/380 [00:23<00:16, 9.37ex/s][A[A preprocess datasets #0: 58%|█████▊ | 222/381 [00:23<00:14, 10.73ex/s] preprocess datasets #3: 62%|██████▏ | 234/380 [00:23<00:15, 9.43ex/s][A[A[A preprocess datasets #2: 60%|█████▉ | 227/380 [00:23<00:16, 9.08ex/s][A[A preprocess datasets #1: 57%|█████▋ | 218/380 [00:23<00:15, 10.69ex/s][A preprocess datasets #4: 59%|█████▊ | 223/380 [00:23<00:13, 11.34ex/s][A[A[A[A preprocess datasets #3: 62%|██████▏ | 236/380 [00:23<00:14, 9.77ex/s][A[A[A preprocess datasets #0: 59%|█████▉ | 224/381 [00:23<00:16, 9.72ex/s] preprocess datasets #2: 60%|██████ | 228/380 [00:23<00:18, 8.26ex/s][A[A preprocess datasets #0: 59%|█████▉ | 226/381 [00:23<00:13, 11.32ex/s] preprocess datasets #2: 60%|██████ | 229/380 [00:23<00:17, 8.57ex/s][A[A preprocess datasets #1: 58%|█████▊ | 220/380 [00:23<00:15, 10.46ex/s][A preprocess datasets #4: 59%|█████▉ | 225/380 [00:23<00:15, 9.81ex/s][A[A[A[A preprocess datasets #2: 61%|██████ | 231/380 [00:24<00:14, 9.94ex/s][A[A preprocess datasets #1: 58%|█████▊ | 222/380 [00:24<00:14, 11.13ex/s][A preprocess datasets #0: 60%|█████▉ | 228/381 [00:24<00:13, 10.94ex/s] preprocess datasets #4: 60%|█████▉ | 227/380 [00:24<00:14, 10.47ex/s][A[A[A[A preprocess datasets #3: 63%|██████▎ | 238/380 [00:24<00:19, 7.22ex/s][A[A[A preprocess datasets #1: 59%|█████▉ | 224/380 [00:24<00:13, 11.18ex/s][A preprocess datasets #2: 61%|██████▏ | 233/380 [00:24<00:14, 10.06ex/s][A[A preprocess datasets #0: 60%|██████ | 230/381 [00:24<00:15, 9.84ex/s] preprocess datasets #4: 60%|██████ | 229/380 [00:24<00:14, 10.16ex/s][A[A[A[A preprocess datasets #1: 59%|█████▉ | 226/380 [00:24<00:13, 11.40ex/s][A preprocess datasets #3: 63%|██████▎ | 240/380 [00:24<00:17, 8.05ex/s][A[A[A preprocess datasets #2: 62%|██████▏ | 235/380 [00:24<00:15, 9.53ex/s][A[A preprocess datasets #3: 63%|██████▎ | 241/380 [00:24<00:17, 7.73ex/s][A[A[A preprocess datasets #0: 61%|██████ | 232/381 [00:24<00:16, 9.29ex/s] preprocess datasets #4: 61%|██████ | 231/380 [00:24<00:15, 9.81ex/s][A[A[A[A preprocess datasets #1: 60%|██████ | 228/380 [00:24<00:14, 10.64ex/s][A preprocess datasets #2: 62%|██████▏ | 236/380 [00:24<00:16, 8.66ex/s][A[A preprocess datasets #3: 64%|██████▎ | 242/380 [00:24<00:19, 7.21ex/s][A[A[A preprocess datasets #4: 61%|██████▏ | 233/380 [00:24<00:14, 10.32ex/s][A[A[A[A preprocess datasets #0: 61%|██████▏ | 234/381 [00:24<00:15, 9.57ex/s] preprocess datasets #2: 62%|██████▏ | 237/380 [00:24<00:18, 7.87ex/s][A[A preprocess datasets #1: 61%|██████ | 230/380 [00:24<00:14, 10.37ex/s][A preprocess datasets #4: 62%|██████▏ | 235/380 [00:24<00:12, 11.28ex/s][A[A[A[A preprocess datasets #2: 63%|██████▎ | 238/380 [00:24<00:17, 8.26ex/s][A[A preprocess datasets #3: 64%|██████▍ | 244/380 [00:24<00:17, 7.89ex/s][A[A[A preprocess datasets #0: 62%|██████▏ | 235/381 [00:24<00:17, 8.44ex/s] preprocess datasets #1: 61%|██████ | 232/380 [00:24<00:13, 11.14ex/s][A preprocess datasets #2: 63%|██████▎ | 239/380 [00:25<00:17, 8.21ex/s][A[A preprocess datasets #4: 62%|██████▏ | 237/380 [00:25<00:13, 10.75ex/s][A[A[A[A preprocess datasets #0: 62%|██████▏ | 237/381 [00:25<00:14, 9.72ex/s] preprocess datasets #3: 65%|██████▍ | 246/380 [00:25<00:15, 8.55ex/s][A[A[A preprocess datasets #1: 62%|██████▏ | 234/380 [00:25<00:14, 10.27ex/s][A preprocess datasets #2: 63%|██████▎ | 241/380 [00:25<00:15, 8.99ex/s][A[A preprocess datasets #4: 63%|██████▎ | 239/380 [00:25<00:12, 11.50ex/s][A[A[A[A preprocess datasets #3: 65%|██████▌ | 247/380 [00:25<00:16, 8.09ex/s][A[A[A preprocess datasets #0: 63%|██████▎ | 239/381 [00:25<00:15, 9.10ex/s] preprocess datasets #3: 65%|██████▌ | 248/380 [00:25<00:15, 8.31ex/s][A[A[A preprocess datasets #1: 62%|██████▏ | 236/380 [00:25<00:14, 9.98ex/s][A preprocess datasets #4: 63%|██████▎ | 241/380 [00:25<00:12, 11.34ex/s][A[A[A[A preprocess datasets #2: 64%|██████▎ | 242/380 [00:25<00:19, 7.14ex/s][A[A preprocess datasets #0: 63%|██████▎ | 240/381 [00:25<00:16, 8.73ex/s] preprocess datasets #3: 66%|██████▌ | 249/380 [00:25<00:15, 8.63ex/s][A[A[A preprocess datasets #4: 64%|██████▍ | 243/380 [00:25<00:11, 11.77ex/s][A[A[A[A preprocess datasets #1: 63%|██████▎ | 238/380 [00:25<00:13, 10.39ex/s][A preprocess datasets #3: 66%|██████▌ | 250/380 [00:25<00:14, 8.71ex/s][A[A[A preprocess datasets #0: 64%|██████▎ | 242/381 [00:25<00:14, 9.28ex/s] preprocess datasets #2: 64%|██████▍ | 243/380 [00:25<00:23, 5.76ex/s][A[A preprocess datasets #1: 63%|██████▎ | 240/380 [00:25<00:12, 10.92ex/s][A preprocess datasets #4: 64%|██████▍ | 245/380 [00:25<00:12, 11.21ex/s][A[A[A[A preprocess datasets #0: 64%|██████▍ | 243/381 [00:25<00:15, 9.08ex/s] preprocess datasets #3: 66%|██████▋ | 252/380 [00:25<00:13, 9.42ex/s][A[A[A preprocess datasets #2: 64%|██████▍ | 244/380 [00:25<00:23, 5.90ex/s][A[A preprocess datasets #1: 64%|██████▎ | 242/380 [00:25<00:11, 11.72ex/s][A preprocess datasets #3: 67%|██████▋ | 253/380 [00:25<00:14, 8.86ex/s][A[A[A preprocess datasets #4: 65%|██████▌ | 247/380 [00:25<00:11, 11.45ex/s][A[A[A[A preprocess datasets #0: 64%|██████▍ | 245/381 [00:25<00:14, 9.68ex/s] preprocess datasets #2: 64%|██████▍ | 245/380 [00:25<00:20, 6.57ex/s][A[A preprocess datasets #1: 64%|██████▍ | 244/380 [00:26<00:11, 11.58ex/s][A preprocess datasets #4: 66%|██████▌ | 249/380 [00:26<00:11, 11.65ex/s][A[A[A[A preprocess datasets #3: 67%|██████▋ | 254/380 [00:26<00:16, 7.65ex/s][A[A[A preprocess datasets #2: 65%|██████▍ | 246/380 [00:26<00:19, 6.82ex/s][A[A preprocess datasets #0: 65%|██████▍ | 247/381 [00:26<00:12, 10.46ex/s] preprocess datasets #2: 65%|██████▌ | 247/380 [00:26<00:18, 7.37ex/s][A[A preprocess datasets #3: 67%|██████▋ | 255/380 [00:26<00:15, 7.95ex/s][A[A[A preprocess datasets #1: 65%|██████▍ | 246/380 [00:26<00:12, 11.13ex/s][A preprocess datasets #0: 65%|██████▌ | 249/381 [00:26<00:12, 10.96ex/s] preprocess datasets #2: 65%|██████▌ | 248/380 [00:26<00:17, 7.57ex/s][A[A preprocess datasets #3: 67%|██████▋ | 256/380 [00:26<00:16, 7.67ex/s][A[A[A preprocess datasets #4: 66%|██████▌ | 251/380 [00:26<00:13, 9.73ex/s][A[A[A[A preprocess datasets #2: 66%|██████▌ | 249/380 [00:26<00:16, 8.09ex/s][A[A preprocess datasets #1: 65%|██████▌ | 248/380 [00:26<00:12, 10.43ex/s][A preprocess datasets #0: 66%|██████▌ | 251/381 [00:26<00:11, 10.90ex/s] preprocess datasets #4: 67%|██████▋ | 253/380 [00:26<00:12, 10.39ex/s][A[A[A[A preprocess datasets #2: 66%|██████▌ | 251/380 [00:26<00:14, 9.04ex/s][A[A preprocess datasets #3: 68%|██████▊ | 259/380 [00:26<00:13, 9.09ex/s][A[A[A preprocess datasets #4: 67%|██████▋ | 255/380 [00:26<00:10, 11.73ex/s][A[A[A[A preprocess datasets #1: 66%|██████▌ | 250/380 [00:26<00:12, 10.41ex/s][A preprocess datasets #0: 66%|██████▋ | 253/381 [00:26<00:12, 9.87ex/s] preprocess datasets #3: 69%|██████▊ | 261/380 [00:26<00:11, 10.55ex/s][A[A[A preprocess datasets #2: 67%|██████▋ | 253/380 [00:26<00:13, 9.76ex/s][A[A preprocess datasets #1: 66%|██████▋ | 252/380 [00:26<00:12, 10.45ex/s][A preprocess datasets #4: 68%|██████▊ | 257/380 [00:26<00:10, 11.21ex/s][A[A[A[A preprocess datasets #3: 69%|██████▉ | 263/380 [00:26<00:10, 10.79ex/s][A[A[A preprocess datasets #0: 67%|██████▋ | 255/381 [00:27<00:14, 8.98ex/s] preprocess datasets #2: 67%|██████▋ | 255/380 [00:27<00:13, 9.25ex/s][A[A preprocess datasets #1: 67%|██████▋ | 254/380 [00:27<00:12, 10.23ex/s][A preprocess datasets #3: 70%|██████▉ | 265/380 [00:27<00:09, 11.99ex/s][A[A[A preprocess datasets #4: 68%|██████▊ | 259/380 [00:27<00:12, 9.86ex/s][A[A[A[A preprocess datasets #0: 67%|██████▋ | 257/381 [00:27<00:12, 9.67ex/s] preprocess datasets #2: 67%|██████▋ | 256/380 [00:27<00:13, 9.35ex/s][A[A preprocess datasets #1: 67%|██████▋ | 256/380 [00:27<00:11, 10.57ex/s][A preprocess datasets #3: 70%|███████ | 267/380 [00:27<00:09, 12.22ex/s][A[A[A preprocess datasets #2: 68%|██████▊ | 258/380 [00:27<00:11, 10.61ex/s][A[A preprocess datasets #4: 69%|██████▊ | 261/380 [00:27<00:12, 9.31ex/s][A[A[A[A preprocess datasets #0: 68%|██████▊ | 259/381 [00:27<00:13, 9.23ex/s] preprocess datasets #1: 68%|██████▊ | 258/380 [00:27<00:11, 10.51ex/s][A preprocess datasets #3: 71%|███████ | 269/380 [00:27<00:09, 11.15ex/s][A[A[A preprocess datasets #0: 68%|██████▊ | 260/381 [00:27<00:13, 9.22ex/s] preprocess datasets #2: 68%|██████▊ | 260/380 [00:27<00:12, 9.84ex/s][A[A preprocess datasets #4: 69%|██████▉ | 263/380 [00:27<00:12, 9.50ex/s][A[A[A[A preprocess datasets #1: 68%|██████▊ | 260/380 [00:27<00:11, 10.30ex/s][A preprocess datasets #0: 69%|██████▊ | 261/381 [00:27<00:13, 8.67ex/s] preprocess datasets #3: 71%|███████▏ | 271/380 [00:27<00:10, 10.29ex/s][A[A[A preprocess datasets #4: 69%|██████▉ | 264/380 [00:27<00:12, 9.22ex/s][A[A[A[A preprocess datasets #0: 69%|██████▉ | 262/381 [00:27<00:13, 8.81ex/s] preprocess datasets #2: 69%|██████▉ | 262/380 [00:27<00:13, 8.91ex/s][A[A preprocess datasets #4: 70%|██████▉ | 265/380 [00:27<00:12, 9.00ex/s][A[A[A[A preprocess datasets #1: 69%|██████▉ | 262/380 [00:27<00:11, 10.42ex/s][A preprocess datasets #0: 69%|██████▉ | 264/381 [00:27<00:11, 10.16ex/s] preprocess datasets #3: 72%|███████▏ | 273/380 [00:27<00:11, 9.37ex/s][A[A[A preprocess datasets #4: 70%|███████ | 267/380 [00:27<00:11, 9.96ex/s][A[A[A[A preprocess datasets #2: 69%|██████▉ | 264/380 [00:27<00:12, 9.16ex/s][A[A preprocess datasets #1: 69%|██████▉ | 264/380 [00:28<00:11, 10.18ex/s][A preprocess datasets #0: 70%|██████▉ | 266/381 [00:28<00:11, 10.04ex/s] preprocess datasets #3: 72%|███████▏ | 274/380 [00:28<00:12, 8.29ex/s][A[A[A preprocess datasets #2: 70%|███████ | 266/380 [00:28<00:11, 10.11ex/s][A[A preprocess datasets #1: 70%|███████ | 266/380 [00:28<00:10, 10.78ex/s][A preprocess datasets #4: 71%|███████ | 269/380 [00:28<00:12, 8.94ex/s][A[A[A[A preprocess datasets #3: 73%|███████▎ | 276/380 [00:28<00:10, 9.80ex/s][A[A[A preprocess datasets #0: 70%|███████ | 268/381 [00:28<00:11, 9.89ex/s] preprocess datasets #4: 71%|███████ | 270/380 [00:28<00:12, 8.88ex/s][A[A[A[A preprocess datasets #1: 71%|███████ | 268/380 [00:28<00:10, 11.10ex/s][A preprocess datasets #2: 71%|███████ | 268/380 [00:28<00:11, 9.70ex/s][A[A preprocess datasets #3: 73%|███████▎ | 278/380 [00:28<00:10, 9.72ex/s][A[A[A preprocess datasets #0: 71%|███████ | 270/381 [00:28<00:10, 10.66ex/s] preprocess datasets #4: 72%|███████▏ | 272/380 [00:28<00:10, 9.85ex/s][A[A[A[A preprocess datasets #2: 71%|███████ | 270/380 [00:28<00:10, 10.29ex/s][A[A preprocess datasets #1: 71%|███████ | 270/380 [00:28<00:10, 10.14ex/s][A preprocess datasets #0: 71%|███████▏ | 272/381 [00:28<00:09, 11.81ex/s] preprocess datasets #3: 74%|███████▎ | 280/380 [00:28<00:10, 9.46ex/s][A[A[A preprocess datasets #1: 72%|███████▏ | 272/380 [00:28<00:10, 10.54ex/s][A preprocess datasets #4: 72%|███████▏ | 274/380 [00:28<00:11, 9.02ex/s][A[A[A[A preprocess datasets #2: 72%|███████▏ | 272/380 [00:28<00:10, 9.86ex/s][A[A preprocess datasets #0: 72%|███████▏ | 274/381 [00:28<00:09, 11.42ex/s] preprocess datasets #4: 73%|███████▎ | 276/380 [00:28<00:10, 10.09ex/s][A[A[A[A preprocess datasets #3: 74%|███████▍ | 282/380 [00:28<00:10, 9.03ex/s][A[A[A preprocess datasets #1: 72%|███████▏ | 274/380 [00:28<00:09, 10.77ex/s][A preprocess datasets #0: 72%|███████▏ | 276/381 [00:28<00:08, 11.80ex/s] preprocess datasets #3: 74%|███████▍ | 283/380 [00:28<00:10, 8.97ex/s][A[A[A preprocess datasets #1: 73%|███████▎ | 276/380 [00:29<00:08, 12.05ex/s][A preprocess datasets #2: 72%|███████▏ | 274/380 [00:29<00:12, 8.82ex/s][A[A preprocess datasets #4: 73%|███████▎ | 278/380 [00:29<00:10, 9.81ex/s][A[A[A[A preprocess datasets #0: 73%|███████▎ | 278/381 [00:29<00:09, 11.35ex/s] preprocess datasets #3: 75%|███████▍ | 284/380 [00:29<00:11, 8.13ex/s][A[A[A preprocess datasets #1: 73%|███████▎ | 278/380 [00:29<00:08, 12.19ex/s][A preprocess datasets #3: 75%|███████▌ | 286/380 [00:29<00:09, 9.67ex/s][A[A[A preprocess datasets #4: 74%|███████▎ | 280/380 [00:29<00:10, 9.58ex/s][A[A[A[A preprocess datasets #0: 73%|███████▎ | 280/381 [00:29<00:09, 10.55ex/s] preprocess datasets #2: 73%|███████▎ | 277/380 [00:29<00:11, 9.02ex/s][A[A preprocess datasets #1: 74%|███████▎ | 280/380 [00:29<00:08, 11.31ex/s][A preprocess datasets #0: 74%|███████▍ | 282/381 [00:29<00:08, 12.11ex/s] preprocess datasets #2: 73%|███████▎ | 279/380 [00:29<00:10, 9.99ex/s][A[A preprocess datasets #4: 74%|███████▍ | 282/380 [00:29<00:09, 10.18ex/s][A[A[A[A preprocess datasets #3: 76%|███████▌ | 288/380 [00:29<00:09, 9.68ex/s][A[A[A preprocess datasets #1: 74%|███████▍ | 282/380 [00:29<00:09, 10.63ex/s][A preprocess datasets #4: 75%|███████▍ | 284/380 [00:29<00:08, 11.31ex/s][A[A[A[A preprocess datasets #3: 76%|███████▋ | 290/380 [00:29<00:08, 10.64ex/s][A[A[A preprocess datasets #0: 75%|███████▍ | 284/381 [00:29<00:09, 10.33ex/s] preprocess datasets #2: 74%|███████▍ | 281/380 [00:29<00:10, 9.76ex/s][A[A preprocess datasets #1: 75%|███████▍ | 284/380 [00:29<00:08, 11.68ex/s][A preprocess datasets #4: 75%|███████▌ | 286/380 [00:29<00:09, 9.99ex/s][A[A[A[A preprocess datasets #3: 77%|███████▋ | 292/380 [00:29<00:08, 10.30ex/s][A[A[A preprocess datasets #2: 74%|███████▍ | 283/380 [00:29<00:09, 10.13ex/s][A[A preprocess datasets #0: 75%|███████▌ | 286/381 [00:29<00:09, 9.91ex/s] preprocess datasets #1: 75%|███████▌ | 286/380 [00:29<00:08, 11.40ex/s][A preprocess datasets #4: 76%|███████▌ | 288/380 [00:29<00:08, 11.22ex/s][A[A[A[A preprocess datasets #0: 76%|███████▌ | 288/381 [00:30<00:08, 11.14ex/s] preprocess datasets #3: 77%|███████▋ | 294/380 [00:30<00:07, 10.80ex/s][A[A[A preprocess datasets #1: 76%|███████▌ | 288/380 [00:30<00:07, 12.37ex/s][A preprocess datasets #2: 75%|███████▌ | 285/380 [00:30<00:09, 10.54ex/s][A[A preprocess datasets #4: 76%|███████▋ | 290/380 [00:30<00:07, 12.00ex/s][A[A[A[A preprocess datasets #3: 78%|███████▊ | 296/380 [00:30<00:06, 12.42ex/s][A[A[A preprocess datasets #2: 76%|███████▌ | 287/380 [00:30<00:08, 10.93ex/s][A[A preprocess datasets #1: 76%|███████▋ | 290/380 [00:30<00:07, 12.20ex/s][A preprocess datasets #0: 76%|███████▌ | 290/381 [00:30<00:08, 11.11ex/s] preprocess datasets #4: 77%|███████▋ | 292/380 [00:30<00:07, 12.45ex/s][A[A[A[A preprocess datasets #2: 76%|███████▌ | 289/380 [00:30<00:08, 11.02ex/s][A[A preprocess datasets #1: 77%|███████▋ | 292/380 [00:30<00:07, 11.71ex/s][A preprocess datasets #3: 78%|███████▊ | 298/380 [00:30<00:08, 10.22ex/s][A[A[A preprocess datasets #0: 77%|███████▋ | 292/381 [00:30<00:08, 10.62ex/s] preprocess datasets #4: 77%|███████▋ | 294/380 [00:30<00:06, 12.30ex/s][A[A[A[A preprocess datasets #1: 77%|███████▋ | 294/380 [00:30<00:06, 13.13ex/s][A preprocess datasets #0: 77%|███████▋ | 294/381 [00:30<00:07, 11.13ex/s] preprocess datasets #3: 79%|███████▉ | 300/380 [00:30<00:08, 9.94ex/s][A[A[A preprocess datasets #4: 78%|███████▊ | 296/380 [00:30<00:07, 11.79ex/s][A[A[A[A preprocess datasets #2: 77%|███████▋ | 291/380 [00:30<00:09, 9.64ex/s][A[A preprocess datasets #1: 78%|███████▊ | 296/380 [00:30<00:07, 11.48ex/s][A preprocess datasets #0: 78%|███████▊ | 297/381 [00:30<00:06, 13.04ex/s] preprocess datasets #0: 78%|███████▊ | 299/381 [00:30<00:05, 14.21ex/s] preprocess datasets #2: 77%|███████▋ | 293/380 [00:30<00:09, 9.50ex/s][A[A preprocess datasets #4: 78%|███████▊ | 298/380 [00:30<00:07, 10.44ex/s][A[A[A[A preprocess datasets #3: 79%|███████▉ | 302/380 [00:31<00:09, 7.92ex/s][A[A[A preprocess datasets #0: 79%|███████▉ | 301/381 [00:31<00:05, 13.87ex/s] preprocess datasets #1: 78%|███████▊ | 298/380 [00:31<00:08, 9.45ex/s][A preprocess datasets #2: 78%|███████▊ | 295/380 [00:31<00:08, 10.03ex/s][A[A preprocess datasets #4: 79%|███████▉ | 300/380 [00:31<00:07, 10.19ex/s][A[A[A[A preprocess datasets #0: 80%|███████▉ | 303/381 [00:31<00:05, 14.57ex/s] preprocess datasets #3: 80%|███████▉ | 303/380 [00:31<00:10, 7.63ex/s][A[A[A preprocess datasets #1: 79%|███████▉ | 300/380 [00:31<00:08, 9.96ex/s][A preprocess datasets #4: 79%|███████▉ | 302/380 [00:31<00:06, 11.16ex/s][A[A[A[A preprocess datasets #2: 78%|███████▊ | 297/380 [00:31<00:08, 10.14ex/s][A[A preprocess datasets #3: 80%|████████ | 304/380 [00:31<00:10, 7.21ex/s][A[A[A preprocess datasets #0: 80%|████████ | 305/381 [00:31<00:06, 12.45ex/s] preprocess datasets #1: 79%|███████▉ | 302/380 [00:31<00:07, 10.80ex/s][A preprocess datasets #4: 80%|████████ | 304/380 [00:31<00:06, 11.06ex/s][A[A[A[A preprocess datasets #0: 81%|████████ | 307/381 [00:31<00:05, 13.32ex/s] preprocess datasets #2: 79%|███████▊ | 299/380 [00:31<00:08, 9.36ex/s][A[A preprocess datasets #3: 81%|████████ | 306/380 [00:31<00:09, 8.02ex/s][A[A[A preprocess datasets #1: 80%|████████ | 304/380 [00:31<00:07, 10.66ex/s][A preprocess datasets #4: 81%|████████ | 306/380 [00:31<00:06, 11.02ex/s][A[A[A[A preprocess datasets #0: 81%|████████ | 309/381 [00:31<00:05, 13.36ex/s] preprocess datasets #2: 79%|███████▉ | 301/380 [00:31<00:07, 9.99ex/s][A[A preprocess datasets #1: 81%|████████ | 306/380 [00:31<00:06, 10.85ex/s][A preprocess datasets #3: 81%|████████ | 308/380 [00:31<00:08, 8.45ex/s][A[A[A preprocess datasets #4: 81%|████████ | 308/380 [00:31<00:06, 11.32ex/s][A[A[A[A preprocess datasets #0: 82%|████████▏ | 311/381 [00:31<00:05, 12.46ex/s] preprocess datasets #2: 80%|███████▉ | 303/380 [00:31<00:07, 10.02ex/s][A[A preprocess datasets #3: 82%|████████▏ | 310/380 [00:31<00:07, 9.19ex/s][A[A[A preprocess datasets #1: 81%|████████ | 308/380 [00:31<00:06, 10.63ex/s][A preprocess datasets #4: 82%|████████▏ | 310/380 [00:31<00:06, 10.82ex/s][A[A[A[A preprocess datasets #0: 82%|████████▏ | 314/381 [00:32<00:04, 14.28ex/s] preprocess datasets #2: 80%|████████ | 305/380 [00:32<00:07, 10.17ex/s][A[A preprocess datasets #3: 82%|████████▏ | 312/380 [00:32<00:06, 10.04ex/s][A[A[A preprocess datasets #1: 82%|████████▏ | 310/380 [00:32<00:06, 11.25ex/s][A preprocess datasets #4: 82%|████████▏ | 312/380 [00:32<00:06, 11.13ex/s][A[A[A[A preprocess datasets #0: 83%|████████▎ | 316/381 [00:32<00:04, 13.10ex/s] preprocess datasets #1: 82%|████████▏ | 312/380 [00:32<00:05, 11.38ex/s][A preprocess datasets #2: 81%|████████ | 307/380 [00:32<00:07, 9.53ex/s][A[A preprocess datasets #3: 83%|████████▎ | 314/380 [00:32<00:06, 9.76ex/s][A[A[A preprocess datasets #0: 83%|████████▎ | 318/381 [00:32<00:05, 12.39ex/s] preprocess datasets #4: 83%|████████▎ | 314/380 [00:32<00:06, 10.60ex/s][A[A[A[A preprocess datasets #2: 81%|████████ | 308/380 [00:32<00:07, 9.57ex/s][A[A preprocess datasets #1: 83%|████████▎ | 314/380 [00:32<00:05, 11.39ex/s][A preprocess datasets #4: 83%|████████▎ | 316/380 [00:32<00:05, 11.92ex/s][A[A[A[A preprocess datasets #3: 83%|████████▎ | 316/380 [00:32<00:06, 10.17ex/s][A[A[A preprocess datasets #2: 81%|████████▏ | 309/380 [00:32<00:07, 9.32ex/s][A[A preprocess datasets #0: 84%|████████▍ | 320/381 [00:32<00:05, 11.75ex/s] preprocess datasets #1: 83%|████████▎ | 316/380 [00:32<00:05, 10.93ex/s][A preprocess datasets #0: 85%|████████▍ | 322/381 [00:32<00:04, 12.79ex/s] preprocess datasets #2: 82%|████████▏ | 310/380 [00:32<00:08, 8.48ex/s][A[A preprocess datasets #4: 84%|████████▎ | 318/380 [00:32<00:05, 10.98ex/s][A[A[A[A preprocess datasets #3: 84%|████████▎ | 318/380 [00:32<00:06, 9.08ex/s][A[A[A preprocess datasets #1: 84%|████████▎ | 318/380 [00:32<00:05, 11.47ex/s][A preprocess datasets #4: 84%|████████▍ | 320/380 [00:32<00:05, 11.61ex/s][A[A[A[A preprocess datasets #2: 82%|████████▏ | 311/380 [00:32<00:09, 7.37ex/s][A[A preprocess datasets #0: 85%|████████▌ | 324/381 [00:32<00:04, 11.50ex/s] preprocess datasets #1: 84%|████████▍ | 320/380 [00:32<00:04, 13.04ex/s][A preprocess datasets #3: 84%|████████▍ | 320/380 [00:32<00:06, 9.59ex/s][A[A[A preprocess datasets #2: 82%|████████▏ | 312/380 [00:33<00:08, 7.73ex/s][A[A preprocess datasets #4: 85%|████████▍ | 322/380 [00:33<00:05, 11.14ex/s][A[A[A[A preprocess datasets #3: 84%|████████▍ | 321/380 [00:33<00:06, 8.99ex/s][A[A[A preprocess datasets #1: 85%|████████▍ | 322/380 [00:33<00:04, 12.03ex/s][A preprocess datasets #0: 86%|████████▌ | 326/381 [00:33<00:05, 10.68ex/s] preprocess datasets #2: 83%|████████▎ | 314/380 [00:33<00:07, 8.97ex/s][A[A preprocess datasets #3: 85%|████████▌ | 323/380 [00:33<00:05, 10.16ex/s][A[A[A preprocess datasets #1: 85%|████████▌ | 324/380 [00:33<00:04, 12.39ex/s][A preprocess datasets #4: 85%|████████▌ | 324/380 [00:33<00:05, 10.57ex/s][A[A[A[A preprocess datasets #0: 86%|████████▌ | 328/381 [00:33<00:04, 11.11ex/s] preprocess datasets #0: 87%|████████▋ | 330/381 [00:33<00:04, 12.65ex/s] preprocess datasets #2: 83%|████████▎ | 316/380 [00:33<00:07, 8.88ex/s][A[A preprocess datasets #1: 86%|████████▌ | 326/380 [00:33<00:04, 12.77ex/s][A preprocess datasets #3: 86%|████████▌ | 325/380 [00:33<00:05, 10.85ex/s][A[A[A preprocess datasets #0: 87%|████████▋ | 332/381 [00:33<00:03, 12.58ex/s] preprocess datasets #4: 86%|████████▌ | 326/380 [00:33<00:05, 9.07ex/s][A[A[A[A preprocess datasets #2: 84%|████████▎ | 318/380 [00:33<00:06, 9.88ex/s][A[A preprocess datasets #1: 86%|████████▋ | 328/380 [00:33<00:04, 12.13ex/s][A preprocess datasets #3: 86%|████████▌ | 327/380 [00:33<00:05, 10.06ex/s][A[A[A preprocess datasets #2: 84%|████████▍ | 319/380 [00:33<00:06, 9.75ex/s][A[A preprocess datasets #4: 86%|████████▋ | 328/380 [00:33<00:05, 9.25ex/s][A[A[A[A preprocess datasets #1: 87%|████████▋ | 330/380 [00:33<00:04, 11.50ex/s][A preprocess datasets #0: 88%|████████▊ | 334/381 [00:33<00:04, 11.02ex/s] preprocess datasets #2: 84%|████████▍ | 320/380 [00:33<00:06, 9.20ex/s][A[A preprocess datasets #3: 87%|████████▋ | 329/380 [00:33<00:04, 10.57ex/s][A[A[A preprocess datasets #0: 88%|████████▊ | 336/381 [00:33<00:03, 11.79ex/s] preprocess datasets #2: 84%|████████▍ | 321/380 [00:33<00:06, 8.54ex/s][A[A preprocess datasets #1: 87%|████████▋ | 332/380 [00:33<00:04, 11.55ex/s][A preprocess datasets #4: 87%|████████▋ | 330/380 [00:33<00:05, 9.49ex/s][A[A[A[A preprocess datasets #3: 87%|████████▋ | 331/380 [00:33<00:04, 10.84ex/s][A[A[A preprocess datasets #2: 85%|████████▍ | 322/380 [00:34<00:07, 8.08ex/s][A[A preprocess datasets #0: 89%|████████▊ | 338/381 [00:34<00:03, 11.78ex/s] preprocess datasets #4: 87%|████████▋ | 332/380 [00:34<00:04, 10.26ex/s][A[A[A[A preprocess datasets #1: 88%|████████▊ | 334/380 [00:34<00:03, 11.58ex/s][A preprocess datasets #3: 88%|████████▊ | 333/380 [00:34<00:04, 11.50ex/s][A[A[A preprocess datasets #2: 85%|████████▌ | 324/380 [00:34<00:05, 9.85ex/s][A[A preprocess datasets #4: 88%|████████▊ | 334/380 [00:34<00:04, 10.41ex/s][A[A[A[A preprocess datasets #3: 88%|████████▊ | 335/380 [00:34<00:03, 11.40ex/s][A[A[A preprocess datasets #1: 88%|████████▊ | 336/380 [00:34<00:04, 10.77ex/s][A preprocess datasets #0: 89%|████████▉ | 340/381 [00:34<00:03, 10.27ex/s] preprocess datasets #2: 86%|████████▌ | 325/380 [00:34<00:05, 9.26ex/s][A[A preprocess datasets #2: 86%|████████▌ | 326/380 [00:34<00:06, 8.50ex/s][A[A preprocess datasets #1: 89%|████████▉ | 338/380 [00:34<00:03, 11.13ex/s][A preprocess datasets #4: 88%|████████▊ | 336/380 [00:34<00:04, 9.46ex/s][A[A[A[A preprocess datasets #3: 89%|████████▊ | 337/380 [00:34<00:04, 9.54ex/s][A[A[A preprocess datasets #2: 86%|████████▌ | 327/380 [00:34<00:06, 8.81ex/s][A[A preprocess datasets #0: 90%|████████▉ | 342/381 [00:34<00:04, 9.16ex/s] preprocess datasets #2: 86%|████████▋ | 328/380 [00:34<00:05, 8.98ex/s][A[A preprocess datasets #1: 89%|████████▉ | 340/380 [00:34<00:03, 10.49ex/s][A preprocess datasets #4: 89%|████████▊ | 337/380 [00:34<00:05, 8.45ex/s][A[A[A[A preprocess datasets #0: 90%|█████████ | 343/381 [00:34<00:04, 8.70ex/s] preprocess datasets #2: 87%|████████▋ | 330/380 [00:34<00:04, 10.66ex/s][A[A preprocess datasets #1: 90%|█████████ | 342/380 [00:34<00:03, 10.66ex/s][A preprocess datasets #4: 89%|████████▉ | 339/380 [00:34<00:04, 9.22ex/s][A[A[A[A preprocess datasets #0: 91%|█████████ | 345/381 [00:34<00:03, 9.35ex/s] preprocess datasets #3: 89%|████████▉ | 339/380 [00:34<00:05, 7.86ex/s][A[A[A preprocess datasets #2: 87%|████████▋ | 332/380 [00:35<00:04, 11.79ex/s][A[A preprocess datasets #1: 91%|█████████ | 344/380 [00:35<00:03, 11.88ex/s][A preprocess datasets #0: 91%|█████████ | 346/381 [00:35<00:03, 8.83ex/s] preprocess datasets #3: 89%|████████▉ | 340/380 [00:35<00:05, 7.60ex/s][A[A[A preprocess datasets #2: 88%|████████▊ | 334/380 [00:35<00:03, 13.18ex/s][A[A preprocess datasets #4: 90%|████████▉ | 341/380 [00:35<00:04, 8.82ex/s][A[A[A[A preprocess datasets #1: 91%|█████████ | 346/380 [00:35<00:02, 11.76ex/s][A preprocess datasets #3: 90%|█████████ | 342/380 [00:35<00:04, 9.25ex/s][A[A[A preprocess datasets #0: 91%|█████████▏| 348/381 [00:35<00:03, 9.76ex/s] preprocess datasets #4: 90%|█████████ | 343/380 [00:35<00:03, 10.33ex/s][A[A[A[A preprocess datasets #2: 88%|████████▊ | 336/380 [00:35<00:03, 11.70ex/s][A[A preprocess datasets #1: 92%|█████████▏| 349/380 [00:35<00:02, 13.18ex/s][A preprocess datasets #3: 91%|█████████ | 344/380 [00:35<00:03, 9.38ex/s][A[A[A preprocess datasets #0: 92%|█████████▏| 350/381 [00:35<00:03, 10.02ex/s] preprocess datasets #4: 91%|█████████ | 345/380 [00:35<00:03, 10.26ex/s][A[A[A[A preprocess datasets #2: 89%|████████▉ | 338/380 [00:35<00:03, 11.86ex/s][A[A preprocess datasets #3: 91%|█████████ | 346/380 [00:35<00:03, 9.99ex/s][A[A[A preprocess datasets #4: 91%|█████████▏| 347/380 [00:35<00:03, 10.99ex/s][A[A[A[A preprocess datasets #1: 92%|█████████▏| 351/380 [00:35<00:02, 10.76ex/s][A preprocess datasets #2: 89%|████████▉ | 340/380 [00:35<00:03, 11.60ex/s][A[A preprocess datasets #0: 92%|█████████▏| 352/381 [00:35<00:03, 8.83ex/s] preprocess datasets #3: 92%|█████████▏| 349/380 [00:35<00:02, 12.45ex/s][A[A[A preprocess datasets #4: 92%|█████████▏| 349/380 [00:35<00:02, 11.57ex/s][A[A[A[A preprocess datasets #1: 93%|█████████▎| 353/380 [00:35<00:02, 10.68ex/s][A preprocess datasets #3: 92%|█████████▏| 351/380 [00:35<00:02, 13.66ex/s][A[A[A preprocess datasets #0: 93%|█████████▎| 354/381 [00:35<00:02, 9.27ex/s] preprocess datasets #2: 90%|█████████ | 342/380 [00:35<00:03, 9.74ex/s][A[A preprocess datasets #4: 92%|█████████▏| 351/380 [00:35<00:02, 11.74ex/s][A[A[A[A preprocess datasets #3: 93%|█████████▎| 353/380 [00:35<00:02, 13.46ex/s][A[A[A preprocess datasets #0: 93%|█████████▎| 356/381 [00:36<00:02, 9.41ex/s] preprocess datasets #4: 93%|█████████▎| 353/380 [00:36<00:02, 11.51ex/s][A[A[A[A preprocess datasets #1: 93%|█████████▎| 355/380 [00:36<00:02, 9.14ex/s][A preprocess datasets #2: 91%|█████████ | 344/380 [00:36<00:04, 8.95ex/s][A[A preprocess datasets #3: 93%|█████████▎| 355/380 [00:36<00:02, 12.13ex/s][A[A[A preprocess datasets #0: 94%|█████████▍| 358/381 [00:36<00:02, 10.85ex/s] preprocess datasets #1: 94%|█████████▍| 357/380 [00:36<00:02, 9.73ex/s][A preprocess datasets #2: 91%|█████████ | 345/380 [00:36<00:04, 8.14ex/s][A[A preprocess datasets #0: 94%|█████████▍| 360/381 [00:36<00:01, 11.42ex/s] preprocess datasets #4: 93%|█████████▎| 355/380 [00:36<00:02, 9.86ex/s][A[A[A[A preprocess datasets #3: 94%|█████████▍| 357/380 [00:36<00:02, 10.79ex/s][A[A[A preprocess datasets #1: 94%|█████████▍| 359/380 [00:36<00:02, 10.29ex/s][A preprocess datasets #4: 94%|█████████▍| 358/380 [00:36<00:01, 11.24ex/s][A[A[A[A preprocess datasets #0: 95%|█████████▌| 362/381 [00:36<00:01, 10.56ex/s] preprocess datasets #3: 94%|█████████▍| 359/380 [00:36<00:01, 10.70ex/s][A[A[A preprocess datasets #1: 95%|█████████▌| 361/380 [00:36<00:01, 10.32ex/s][A preprocess datasets #2: 91%|█████████ | 346/380 [00:36<00:05, 6.16ex/s][A[A preprocess datasets #4: 95%|█████████▍| 360/380 [00:36<00:01, 12.47ex/s][A[A[A[A preprocess datasets #0: 96%|█████████▌| 364/381 [00:36<00:01, 11.24ex/s] preprocess datasets #1: 96%|█████████▌| 363/380 [00:36<00:01, 10.71ex/s][A preprocess datasets #2: 91%|█████████▏| 347/380 [00:36<00:05, 6.02ex/s][A[A preprocess datasets #3: 95%|█████████▌| 361/380 [00:36<00:01, 10.04ex/s][A[A[A preprocess datasets #4: 95%|█████████▌| 362/380 [00:36<00:01, 10.61ex/s][A[A[A[A preprocess datasets #0: 96%|█████████▌| 366/381 [00:37<00:01, 10.40ex/s] preprocess datasets #1: 96%|█████████▌| 365/380 [00:37<00:01, 10.59ex/s][A preprocess datasets #2: 92%|█████████▏| 348/380 [00:37<00:05, 5.95ex/s][A[A preprocess datasets #3: 96%|█████████▌| 363/380 [00:37<00:01, 9.59ex/s][A[A[A preprocess datasets #4: 96%|█████████▌| 364/380 [00:37<00:01, 11.11ex/s][A[A[A[A preprocess datasets #1: 97%|█████████▋| 367/380 [00:37<00:01, 11.22ex/s][A preprocess datasets #3: 96%|█████████▌| 364/380 [00:37<00:01, 9.63ex/s][A[A[A preprocess datasets #2: 92%|█████████▏| 349/380 [00:37<00:05, 5.87ex/s][A[A preprocess datasets #0: 97%|█████████▋| 368/381 [00:37<00:01, 9.53ex/s] preprocess datasets #4: 96%|█████████▋| 366/380 [00:37<00:01, 11.12ex/s][A[A[A[A preprocess datasets #1: 97%|█████████▋| 369/380 [00:37<00:00, 11.72ex/s][A preprocess datasets #2: 92%|█████████▏| 350/380 [00:37<00:05, 5.95ex/s][A[A preprocess datasets #3: 96%|█████████▋| 366/380 [00:37<00:01, 9.98ex/s][A[A[A preprocess datasets #4: 97%|█████████▋| 368/380 [00:37<00:00, 12.44ex/s][A[A[A[A preprocess datasets #0: 97%|█████████▋| 370/381 [00:37<00:01, 9.53ex/s] preprocess datasets #1: 98%|█████████▊| 371/380 [00:37<00:00, 11.39ex/s][A preprocess datasets #0: 98%|█████████▊| 372/381 [00:37<00:00, 10.65ex/s] preprocess datasets #2: 92%|█████████▏| 351/380 [00:37<00:05, 5.62ex/s][A[A preprocess datasets #3: 97%|█████████▋| 368/380 [00:37<00:01, 9.19ex/s][A[A[A preprocess datasets #4: 97%|█████████▋| 370/380 [00:37<00:00, 11.05ex/s][A[A[A[A preprocess datasets #1: 98%|█████████▊| 373/380 [00:37<00:00, 12.04ex/s][A preprocess datasets #2: 93%|█████████▎| 352/380 [00:37<00:04, 6.33ex/s][A[A preprocess datasets #3: 97%|█████████▋| 369/380 [00:37<00:01, 8.99ex/s][A[A[A preprocess datasets #0: 98%|█████████▊| 374/381 [00:37<00:00, 10.42ex/s] preprocess datasets #4: 98%|█████████▊| 372/380 [00:37<00:00, 12.11ex/s][A[A[A[A preprocess datasets #2: 93%|█████████▎| 353/380 [00:37<00:03, 7.08ex/s][A[A preprocess datasets #1: 99%|█████████▊| 375/380 [00:37<00:00, 12.72ex/s][A preprocess datasets #4: 98%|█████████▊| 374/380 [00:37<00:00, 13.58ex/s][A[A[A[A preprocess datasets #3: 97%|█████████▋| 370/380 [00:37<00:01, 8.71ex/s][A[A[A preprocess datasets #2: 93%|█████████▎| 354/380 [00:37<00:03, 6.59ex/s][A[A preprocess datasets #1: 99%|█████████▉| 377/380 [00:38<00:00, 12.63ex/s][A preprocess datasets #0: 99%|█████████▊| 376/381 [00:38<00:00, 10.31ex/s] preprocess datasets #4: 99%|█████████▉| 376/380 [00:37<00:00, 14.63ex/s][A[A[A[A preprocess datasets #3: 98%|█████████▊| 372/380 [00:38<00:00, 9.37ex/s][A[A[A preprocess datasets #2: 93%|█████████▎| 355/380 [00:38<00:03, 6.50ex/s][A[A preprocess datasets #1: 100%|█████████▉| 379/380 [00:38<00:00, 12.60ex/s][A preprocess datasets #0: 99%|█████████▉| 378/381 [00:38<00:00, 10.62ex/s] preprocess datasets #3: 98%|█████████▊| 373/380 [00:38<00:00, 8.92ex/s][A[A[A preprocess datasets #1: 100%|██████████| 380/380 [00:38<00:00, 9.93ex/s] preprocess datasets #2: 94%|█████████▍| 357/380 [00:38<00:02, 8.51ex/s][A[A preprocess datasets #4: 99%|█████████▉| 378/380 [00:38<00:00, 11.14ex/s][A[A[A[A preprocess datasets #0: 100%|█████████▉| 380/381 [00:38<00:00, 11.35ex/s] preprocess datasets #3: 99%|█████████▊| 375/380 [00:38<00:00, 9.62ex/s][A[A[A preprocess datasets #2: 94%|█████████▍| 358/380 [00:38<00:02, 8.02ex/s][A[A preprocess datasets #4: 100%|██████████| 380/380 [00:38<00:00, 11.52ex/s][A[A[A[A preprocess datasets #4: 100%|██████████| 380/380 [00:38<00:00, 9.89ex/s] preprocess datasets #0: 100%|██████████| 381/381 [00:38<00:00, 9.88ex/s] preprocess datasets #3: 99%|█████████▉| 376/380 [00:38<00:00, 9.26ex/s][A[A[A preprocess datasets #2: 94%|█████████▍| 359/380 [00:38<00:03, 6.29ex/s][A[A preprocess datasets #3: 99%|█████████▉| 378/380 [00:38<00:00, 9.52ex/s][A[A[A preprocess datasets #3: 100%|██████████| 380/380 [00:38<00:00, 11.14ex/s][A[A[A preprocess datasets #3: 100%|██████████| 380/380 [00:38<00:00, 9.79ex/s] preprocess datasets #2: 95%|█████████▍| 360/380 [00:38<00:03, 5.75ex/s][A[A preprocess datasets #2: 95%|█████████▌| 362/380 [00:39<00:02, 8.18ex/s][A[A preprocess datasets #2: 96%|█████████▌| 364/380 [00:39<00:01, 10.16ex/s][A[A preprocess datasets #2: 96%|█████████▋| 366/380 [00:39<00:01, 10.38ex/s][A[A preprocess datasets #2: 97%|█████████▋| 368/380 [00:39<00:01, 10.23ex/s][A[A preprocess datasets #2: 97%|█████████▋| 370/380 [00:39<00:00, 10.81ex/s][A[A preprocess datasets #2: 98%|█████████▊| 372/380 [00:39<00:00, 11.53ex/s][A[A preprocess datasets #2: 98%|█████████▊| 374/380 [00:40<00:00, 11.32ex/s][A[A preprocess datasets #2: 99%|█████████▉| 376/380 [00:40<00:00, 11.40ex/s][A[A preprocess datasets #2: 99%|█████████▉| 378/380 [00:40<00:00, 11.40ex/s][A[A preprocess datasets #2: 100%|██████████| 380/380 [00:40<00:00, 11.22ex/s][A[A preprocess datasets #2: 100%|██████████| 380/380 [00:40<00:00, 9.37ex/s] #0: 0%| | 0/2 [00:00<?, ?ba/s] #1: 0%| | 0/2 [00:00<?, ?ba/s][A #2: 0%| | 0/2 [00:00<?, ?ba/s][A[A #3: 0%| | 0/2 [00:00<?, ?ba/s][A[A[A #4: 0%| | 0/2 [00:00<?, ?ba/s][A[A[A[A #2: 50%|█████ | 1/2 [00:31<00:31, 31.95s/ba][A[A #1: 50%|█████ | 1/2 [00:32<00:32, 32.93s/ba][A #0: 50%|█████ | 1/2 [00:34<00:34, 34.54s/ba] #3: 50%|█████ | 1/2 [00:35<00:35, 35.99s/ba][A[A[A #4: 50%|█████ | 1/2 [00:35<00:35, 35.99s/ba][A[A[A[A #1: 50%|█████ | 1/2 [00:49<00:49, 49.55s/ba] #2: 50%|█████ | 1/2 [00:49<00:49, 49.75s/ba] #3: 50%|█████ | 1/2 [00:50<00:50, 50.94s/ba] #0: 50%|█████ | 1/2 [00:52<00:52, 52.88s/ba] #4: 50%|█████ | 1/2 [00:53<00:53, 53.08s/ba] #0: 0%| | 0/1 [00:00<?, ?ba/s] #1: 0%| | 0/1 [00:00<?, ?ba/s][A #2: 0%| | 0/1 [00:00<?, ?ba/s][A[A #3: 0%| | 0/1 [00:00<?, ?ba/s][A[A[A #4: 0%| | 0/1 [00:00<?, ?ba/s][A[A[A[A #3: 0%| | 0/1 [00:11<?, ?ba/s] #0: 0%| | 0/1 [00:11<?, ?ba/s] #4: 0%| | 0/1 [00:11<?, ?ba/s] #2: 0%| | 0/1 [00:11<?, ?ba/s] #1: 0%| | 0/1 [00:11<?, ?ba/s] Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/preprocessor_config.json tokenizer config file saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/tokenizer_config.json Special tokens file saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/special_tokens_map.json added tokens file saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/added_tokens.json Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/config.json loading configuration file experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/preprocessor_config.json loading configuration file experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/config.json Model config Wav2Vec2Config { "_name_or_path": "experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl", "activation_dropout": 0.05, "adapter_kernel_size": 3, "adapter_stride": 2, "add_adapter": false, "apply_spec_augment": true, "architectures": [ "Wav2Vec2ForPreTraining" ], "attention_dropout": 0.05, "bos_token_id": 1, "classifier_proj_size": 256, "codevector_dim": 768, "contrastive_logits_temperature": 0.1, "conv_bias": true, "conv_dim": [ 512, 512, 512, 512, 512, 512, 512 ], "conv_kernel": [ 10, 3, 3, 3, 3, 2, 2 ], "conv_stride": [ 5, 2, 2, 2, 2, 2, 2 ], "ctc_loss_reduction": "mean", "ctc_zero_infinity": true, "diversity_loss_weight": 0.1, "do_stable_layer_norm": true, "eos_token_id": 2, "feat_extract_activation": "gelu", "feat_extract_dropout": 0.0, "feat_extract_norm": "layer", "feat_proj_dropout": 0.0, "feat_quantizer_dropout": 0.0, "final_dropout": 0.0, "hidden_act": "gelu", "hidden_dropout": 0.0, "hidden_size": 1024, "initializer_range": 0.02, "intermediate_size": 4096, "layer_norm_eps": 1e-05, "layerdrop": 0.0, "mask_feature_length": 10, "mask_feature_min_masks": 0, "mask_feature_prob": 0.0, "mask_time_length": 10, "mask_time_min_masks": 2, "mask_time_prob": 0.03, "model_type": "wav2vec2", "num_adapter_layers": 3, "num_attention_heads": 16, "num_codevector_groups": 2, "num_codevectors_per_group": 320, "num_conv_pos_embedding_groups": 16, "num_conv_pos_embeddings": 128, "num_feat_extract_layers": 7, "num_hidden_layers": 24, "num_negatives": 100, "output_hidden_size": 1024, "pad_token_id": 28, "proj_codevector_dim": 768, "tdnn_dilation": [ 1, 2, 3, 1, 1 ], "tdnn_dim": [ 512, 512, 512, 512, 1500 ], "tdnn_kernel": [ 5, 3, 3, 1, 1 ], "torch_dtype": "float32", "transformers_version": "4.24.0", "use_weighted_layer_sum": false, "vocab_size": 31, "xvector_output_dim": 512 } loading configuration file experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/preprocessor_config.json Feature extractor Wav2Vec2FeatureExtractor { "do_normalize": true, "feature_extractor_type": "Wav2Vec2FeatureExtractor", "feature_size": 1, "padding_side": "right", "padding_value": 0, "return_attention_mask": true, "sampling_rate": 16000 } loading file vocab.json loading file tokenizer_config.json loading file added_tokens.json loading file special_tokens_map.json Adding <s> to the vocabulary Adding </s> to the vocabulary max_steps is given, it will override any value given in num_train_epochs Using cuda_amp half precision backend The following columns in the training set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. /idiap/home/jzuluaga/.local/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( ***** Running training ***** Num examples = 7480 Num Epochs = 257 Instantaneous batch size per device = 24 Total train batch size (w. parallel, distributed & accumulation) = 96 Gradient Accumulation steps = 4 Total optimization steps = 20000 Number of trainable parameters = 311260319 0%| | 0/20000 [00:00<?, ?it/s] 0%| | 1/20000 [00:17<95:01:25, 17.11s/it] 0%| | 2/20000 [00:24<62:33:08, 11.26s/it] 0%| | 3/20000 [00:30<50:15:01, 9.05s/it] 0%| | 4/20000 [00:36<43:24:31, 7.82s/it] 0%| | 5/20000 [00:42<38:55:06, 7.01s/it] 0%| | 6/20000 [00:47<35:42:16, 6.43s/it] 0%| | 7/20000 [00:52<32:54:22, 5.93s/it] 0%| | 8/20000 [00:57<30:49:54, 5.55s/it] 0%| | 9/20000 [01:01<29:03:04, 5.23s/it] 0%| | 10/20000 [01:05<27:03:24, 4.87s/it] 0%| | 11/20000 [01:09<25:14:24, 4.55s/it] 0%| | 12/20000 [01:13<23:46:27, 4.28s/it] 0%| | 13/20000 [01:16<22:45:07, 4.10s/it] 0%| | 14/20000 [01:20<22:17:27, 4.02s/it] 0%| | 15/20000 [01:24<21:42:06, 3.91s/it] 0%| | 16/20000 [01:27<20:39:39, 3.72s/it] 0%| | 17/20000 [01:30<19:37:51, 3.54s/it] 0%| | 18/20000 [01:33<18:34:03, 3.35s/it] 0%| | 19/20000 [01:35<16:47:43, 3.03s/it] 0%| | 20/20000 [01:45<27:58:14, 5.04s/it] 0%| | 21/20000 [01:52<30:59:45, 5.59s/it] 0%| | 22/20000 [01:58<31:53:34, 5.75s/it] 0%| | 23/20000 [02:04<31:22:56, 5.66s/it] 0%| | 24/20000 [02:09<30:52:17, 5.56s/it] 0%| | 25/20000 [02:14<30:09:34, 5.44s/it] 0%| | 26/20000 [02:19<29:02:09, 5.23s/it] 0%| | 27/20000 [02:23<27:25:56, 4.94s/it] 0%| | 28/20000 [02:28<26:31:49, 4.78s/it] 0%| | 29/20000 [02:32<25:37:42, 4.62s/it] 0%| | 30/20000 [02:36<24:31:37, 4.42s/it] 0%| | 31/20000 [02:40<23:35:14, 4.25s/it] 0%| | 32/20000 [02:43<22:44:26, 4.10s/it] 0%| | 33/20000 [02:47<21:48:08, 3.93s/it] 0%| | 34/20000 [02:50<20:47:37, 3.75s/it] 0%| | 35/20000 [02:53<20:01:03, 3.61s/it] 0%| | 36/20000 [02:56<18:46:47, 3.39s/it] 0%| | 37/20000 [02:59<17:23:20, 3.14s/it] 0%| | 38/20000 [03:01<15:12:40, 2.74s/it] 0%| | 39/20000 [03:09<24:23:33, 4.40s/it] 0%| | 40/20000 [03:15<27:41:28, 4.99s/it] 0%| | 41/20000 [03:21<29:04:03, 5.24s/it] 0%| | 42/20000 [03:26<29:01:45, 5.24s/it] 0%| | 43/20000 [03:31<28:23:48, 5.12s/it] 0%| | 44/20000 [03:36<28:07:59, 5.08s/it] 0%| | 45/20000 [03:41<27:31:44, 4.97s/it] 0%| | 46/20000 [03:46<26:53:23, 4.85s/it] 0%| | 47/20000 [03:50<25:59:40, 4.69s/it] 0%| | 48/20000 [03:54<25:21:21, 4.58s/it] 0%| | 49/20000 [03:58<24:43:19, 4.46s/it] 0%| | 50/20000 [04:02<23:58:15, 4.33s/it] 0%| | 51/20000 [04:06<23:03:49, 4.16s/it] 0%| | 52/20000 [04:10<22:14:07, 4.01s/it] 0%| | 53/20000 [04:13<21:25:30, 3.87s/it] 0%| | 54/20000 [04:17<20:27:08, 3.69s/it] 0%| | 55/20000 [04:20<19:24:28, 3.50s/it] 0%| | 56/20000 [04:22<18:13:00, 3.29s/it] 0%| | 57/20000 [04:25<16:21:39, 2.95s/it] 0%| | 58/20000 [04:34<26:49:19, 4.84s/it] 0%| | 59/20000 [04:40<29:45:26, 5.37s/it] 0%| | 60/20000 [04:47<31:10:28, 5.63s/it] 0%| | 61/20000 [04:52<31:15:26, 5.64s/it] 0%| | 62/20000 [04:58<30:57:05, 5.59s/it] 0%| | 63/20000 [05:03<30:14:19, 5.46s/it] 0%| | 64/20000 [05:08<29:02:23, 5.24s/it] 0%| | 65/20000 [05:12<27:53:45, 5.04s/it] 0%| | 66/20000 [05:17<26:47:29, 4.84s/it] 0%| | 67/20000 [05:21<25:46:57, 4.66s/it] 0%| | 68/20000 [05:25<24:51:23, 4.49s/it] 0%| | 69/20000 [05:29<23:58:48, 4.33s/it] 0%| | 70/20000 [05:33<23:10:30, 4.19s/it] 0%| | 71/20000 [05:36<22:18:43, 4.03s/it] 0%| | 72/20000 [05:40<21:20:06, 3.85s/it] 0%| | 73/20000 [05:43<20:22:06, 3.68s/it] 0%| | 74/20000 [05:46<19:04:23, 3.45s/it] 0%| | 75/20000 [05:49<17:53:29, 3.23s/it] 0%| | 76/20000 [05:51<16:00:56, 2.89s/it] 0%| | 77/20000 [05:57<21:57:16, 3.97s/it] 0%| | 78/20000 [06:01<21:01:19, 3.80s/it] 0%| | 79/20000 [06:11<31:56:34, 5.77s/it] 0%| | 80/20000 [06:18<33:37:38, 6.08s/it] 0%| | 81/20000 [06:24<33:29:30, 6.05s/it] 0%| | 82/20000 [06:30<32:44:30, 5.92s/it] 0%| | 83/20000 [06:35<31:31:16, 5.70s/it] 0%| | 84/20000 [06:40<30:09:05, 5.45s/it] 0%| | 85/20000 [06:44<28:53:01, 5.22s/it] 0%| | 86/20000 [06:49<27:52:56, 5.04s/it] 0%| | 87/20000 [06:54<27:04:22, 4.89s/it] 0%| | 88/20000 [06:58<26:06:22, 4.72s/it] 0%| | 89/20000 [07:02<25:15:38, 4.57s/it] 0%| | 90/20000 [07:06<24:31:01, 4.43s/it] 0%| | 91/20000 [07:10<24:19:16, 4.40s/it] 0%| | 92/20000 [07:14<23:21:27, 4.22s/it] 0%| | 93/20000 [07:18<22:44:49, 4.11s/it] 0%| | 94/20000 [07:22<21:47:42, 3.94s/it] 0%| | 95/20000 [07:25<20:45:51, 3.76s/it] 0%| | 96/20000 [07:28<19:33:30, 3.54s/it] 0%| | 97/20000 [07:30<17:31:22, 3.17s/it] 0%| | 98/20000 [07:39<27:21:07, 4.95s/it] 0%| | 99/20000 [07:46<30:25:25, 5.50s/it] 0%| | 100/20000 [07:52<31:14:10, 5.65s/it] 1%| | 101/20000 [07:58<31:10:15, 5.64s/it] 1%| | 102/20000 [08:03<30:07:26, 5.45s/it] 1%| | 103/20000 [08:08<29:19:37, 5.31s/it] 1%| | 104/20000 [08:13<28:28:49, 5.15s/it] 1%| | 105/20000 [08:17<27:22:57, 4.95s/it] 1%| | 106/20000 [08:22<26:32:24, 4.80s/it] 1%| | 107/20000 [08:26<25:34:16, 4.63s/it] 1%| | 108/20000 [08:30<24:36:12, 4.45s/it] 1%| | 109/20000 [08:34<23:38:16, 4.28s/it] 1%| | 110/20000 [08:37<22:43:00, 4.11s/it] 1%| | 111/20000 [08:41<22:03:39, 3.99s/it] 1%| | 112/20000 [08:45<21:27:59, 3.89s/it] 1%| | 113/20000 [08:48<20:48:34, 3.77s/it] 1%| | 114/20000 [08:51<19:45:02, 3.58s/it] 1%| | 115/20000 [08:54<18:38:25, 3.37s/it] 1%| | 116/20000 [08:56<16:29:11, 2.98s/it] 1%| | 117/20000 [09:06<27:21:21, 4.95s/it] 1%| | 118/20000 [09:13<30:03:40, 5.44s/it] 1%| | 119/20000 [09:18<30:45:11, 5.57s/it] 1%| | 120/20000 [09:24<30:30:44, 5.53s/it] 1%| | 121/20000 [09:29<29:59:23, 5.43s/it] 1%| | 122/20000 [09:34<29:05:50, 5.27s/it] 1%| | 123/20000 [09:39<28:08:22, 5.10s/it] 1%| | 124/20000 [09:43<27:05:51, 4.91s/it] 1%| | 125/20000 [09:47<26:13:52, 4.75s/it] 1%| | 126/20000 [09:52<25:12:42, 4.57s/it] 1%| | 127/20000 [09:56<24:15:10, 4.39s/it] 1%| | 128/20000 [09:59<23:24:08, 4.24s/it] 1%| | 129/20000 [10:03<22:40:16, 4.11s/it] 1%| | 130/20000 [10:07<21:59:37, 3.98s/it] 1%| | 131/20000 [10:11<21:18:11, 3.86s/it] 1%| | 132/20000 [10:14<20:24:28, 3.70s/it] 1%| | 133/20000 [10:17<19:03:17, 3.45s/it] 1%| | 134/20000 [10:19<17:52:23, 3.24s/it] 1%| | 135/20000 [10:22<16:04:43, 2.91s/it] 1%| | 136/20000 [10:31<26:42:46, 4.84s/it] 1%| | 137/20000 [10:38<30:12:36, 5.48s/it] 1%| | 138/20000 [10:44<31:36:33, 5.73s/it] 1%| | 139/20000 [10:50<32:16:59, 5.85s/it] 1%| | 140/20000 [10:56<31:30:56, 5.71s/it] 1%| | 141/20000 [11:01<30:31:32, 5.53s/it] 1%| | 142/20000 [11:06<29:18:45, 5.31s/it] 1%| | 143/20000 [11:10<28:10:43, 5.11s/it] 1%| | 144/20000 [11:15<27:19:18, 4.95s/it] 1%| | 145/20000 [11:19<26:09:09, 4.74s/it] 1%| | 146/20000 [11:23<24:50:32, 4.50s/it] 1%| | 147/20000 [11:27<23:42:08, 4.30s/it] 1%| | 148/20000 [11:31<22:55:40, 4.16s/it] 1%| | 149/20000 [11:34<22:13:43, 4.03s/it] 1%| | 150/20000 [11:38<21:18:12, 3.86s/it] 1%| | 151/20000 [11:41<20:24:20, 3.70s/it] 1%| | 152/20000 [11:44<19:24:49, 3.52s/it] 1%| | 153/20000 [11:47<18:09:38, 3.29s/it] 1%| | 154/20000 [11:49<16:05:52, 2.92s/it] 1%| | 155/20000 [11:55<20:22:59, 3.70s/it] 1%| | 156/20000 [11:58<19:22:48, 3.52s/it] 1%| | 157/20000 [12:08<30:43:43, 5.57s/it] 1%| | 158/20000 [12:15<32:36:37, 5.92s/it] 1%| | 159/20000 [12:21<32:40:17, 5.93s/it] 1%| | 160/20000 [12:26<32:07:41, 5.83s/it] 1%| | 161/20000 [12:32<30:53:35, 5.61s/it] 1%| | 162/20000 [12:36<29:21:46, 5.33s/it] 1%| | 163/20000 [12:41<27:58:02, 5.08s/it] 1%| | 164/20000 [12:45<27:22:50, 4.97s/it] 1%| | 165/20000 [12:50<26:37:09, 4.83s/it] 1%| | 166/20000 [12:54<25:52:15, 4.70s/it] 1%| | 167/20000 [12:58<24:57:02, 4.53s/it] 1%| | 168/20000 [13:03<24:18:56, 4.41s/it] 1%| | 169/20000 [13:06<23:27:51, 4.26s/it] 1%| | 170/20000 [13:10<22:38:36, 4.11s/it] 1%| | 171/20000 [13:14<21:30:38, 3.91s/it] 1%| | 172/20000 [13:17<20:29:01, 3.72s/it] 1%| | 173/20000 [13:20<19:27:33, 3.53s/it] 1%| | 174/20000 [13:23<18:12:38, 3.31s/it] 1%| | 175/20000 [13:25<16:12:39, 2.94s/it] 1%| | 176/20000 [13:34<26:17:29, 4.77s/it] 1%| | 177/20000 [13:41<29:54:59, 5.43s/it] 1%| | 178/20000 [13:47<31:17:23, 5.68s/it] 1%| | 179/20000 [13:53<31:17:35, 5.68s/it] 1%| | 180/20000 [13:58<30:53:07, 5.61s/it] 1%| | 181/20000 [14:04<30:16:37, 5.50s/it] 1%| | 182/20000 [14:08<29:18:43, 5.32s/it] 1%| | 183/20000 [14:13<28:26:28, 5.17s/it] 1%| | 184/20000 [14:18<27:29:08, 4.99s/it] 1%| | 185/20000 [14:22<26:30:59, 4.82s/it] 1%| | 186/20000 [14:26<25:31:23, 4.64s/it] 1%| | 187/20000 [14:31<24:32:55, 4.46s/it] 1%| | 188/20000 [14:34<23:42:44, 4.31s/it] 1%| | 189/20000 [14:38<22:57:40, 4.17s/it] 1%| | 190/20000 [14:42<22:07:39, 4.02s/it] 1%| | 191/20000 [14:45<21:11:17, 3.85s/it] 1%| | 192/20000 [14:49<20:14:19, 3.68s/it] 1%| | 193/20000 [14:52<18:51:36, 3.43s/it] 1%| | 194/20000 [14:54<16:37:14, 3.02s/it] 1%| | 195/20000 [15:03<26:54:54, 4.89s/it] 1%| | 196/20000 [15:10<30:43:18, 5.58s/it] 1%| | 197/20000 [15:16<31:54:24, 5.80s/it] 1%| | 198/20000 [15:22<31:38:27, 5.75s/it] 1%| | 199/20000 [15:27<30:52:38, 5.61s/it] 1%| | 200/20000 [15:32<30:02:14, 5.46s/it] 1%| | 201/20000 [15:37<29:01:56, 5.28s/it] 1%| | 202/20000 [15:42<28:04:59, 5.11s/it] 1%| | 203/20000 [15:47<27:25:29, 4.99s/it] 1%| | 204/20000 [15:51<26:34:45, 4.83s/it] 1%| | 205/20000 [15:56<25:42:29, 4.68s/it] 1%| | 206/20000 [16:00<24:47:50, 4.51s/it] 1%| | 207/20000 [16:04<24:00:34, 4.37s/it] 1%| | 208/20000 [16:08<24:10:11, 4.40s/it] 1%| | 209/20000 [16:12<22:52:39, 4.16s/it] 1%| | 210/20000 [16:15<21:42:04, 3.95s/it] 1%| | 211/20000 [16:18<20:30:21, 3.73s/it] 1%| | 212/20000 [16:21<19:13:06, 3.50s/it] 1%| | 213/20000 [16:24<17:03:57, 3.10s/it] 1%| | 214/20000 [16:33<28:13:26, 5.14s/it] 1%| | 215/20000 [16:41<31:27:42, 5.72s/it] 1%| | 216/20000 [16:47<32:26:34, 5.90s/it] 1%| | 217/20000 [16:53<32:21:54, 5.89s/it] 1%| | 218/20000 [16:58<31:41:49, 5.77s/it] 1%| | 219/20000 [17:03<30:44:49, 5.60s/it] 1%| | 220/20000 [17:08<29:38:45, 5.40s/it] 1%| | 221/20000 [17:13<28:31:10, 5.19s/it] 1%| | 222/20000 [17:18<27:53:40, 5.08s/it] 1%| | 223/20000 [17:22<26:28:46, 4.82s/it] 1%| | 224/20000 [17:26<25:33:05, 4.65s/it] 1%| | 225/20000 [17:30<24:41:49, 4.50s/it] 1%| | 226/20000 [17:34<23:44:21, 4.32s/it] 1%| | 227/20000 [17:38<22:51:35, 4.16s/it] 1%| | 228/20000 [17:42<21:53:39, 3.99s/it] 1%| | 229/20000 [17:45<20:53:02, 3.80s/it] 1%| | 230/20000 [17:48<19:46:48, 3.60s/it] 1%| | 231/20000 [17:51<18:32:58, 3.38s/it] 1%| | 232/20000 [17:53<16:29:16, 3.00s/it] 1%| | 233/20000 [17:59<21:44:18, 3.96s/it] 1%| | 234/20000 [18:03<20:49:43, 3.79s/it] 1%| | 235/20000 [18:14<32:29:26, 5.92s/it] 1%| | 236/20000 [18:21<34:14:38, 6.24s/it] 1%| | 237/20000 [18:27<34:15:18, 6.24s/it] 1%| | 238/20000 [18:32<33:00:16, 6.01s/it] 1%| | 239/20000 [18:38<31:57:50, 5.82s/it] 1%| | 240/20000 [18:43<30:55:11, 5.63s/it] 1%| | 241/20000 [18:48<29:44:30, 5.42s/it] 1%| | 242/20000 [18:53<28:44:36, 5.24s/it] 1%| | 243/20000 [18:58<28:33:17, 5.20s/it] 1%| | 244/20000 [19:03<27:56:11, 5.09s/it] 1%| | 245/20000 [19:07<27:09:49, 4.95s/it] 1%| | 246/20000 [19:12<26:09:47, 4.77s/it] 1%| | 247/20000 [19:16<25:00:58, 4.56s/it] 1%| | 248/20000 [19:20<23:49:24, 4.34s/it] 1%| | 249/20000 [19:23<22:54:11, 4.17s/it] 1%|▏ | 250/20000 [19:27<21:35:56, 3.94s/it] 1%|▏ | 251/20000 [19:30<20:36:02, 3.76s/it] 1%|▏ | 252/20000 [19:33<19:02:15, 3.47s/it] 1%|▏ | 253/20000 [19:35<16:45:22, 3.05s/it] 1%|▏ | 254/20000 [19:45<27:55:30, 5.09s/it] 1%|▏ | 255/20000 [19:52<32:02:55, 5.84s/it] 1%|▏ | 256/20000 [19:59<33:26:51, 6.10s/it] 1%|▏ | 257/20000 [20:05<33:36:46, 6.13s/it] 1%|▏ | 258/20000 [20:11<33:02:44, 6.03s/it] 1%|▏ | 259/20000 [20:17<32:09:44, 5.87s/it] 1%|▏ | 260/20000 [20:22<30:56:01, 5.64s/it] 1%|▏ | 261/20000 [20:27<30:01:31, 5.48s/it] 1%|▏ | 262/20000 [20:31<28:44:20, 5.24s/it] 1%|▏ | 263/20000 [20:36<27:30:22, 5.02s/it] 1%|▏ | 264/20000 [20:40<26:16:13, 4.79s/it] 1%|▏ | 265/20000 [20:44<25:00:44, 4.56s/it] 1%|▏ | 266/20000 [20:48<23:39:53, 4.32s/it] 1%|▏ | 267/20000 [20:52<22:38:18, 4.13s/it] 1%|▏ | 268/20000 [20:55<21:43:14, 3.96s/it] 1%|▏ | 269/20000 [20:59<20:45:48, 3.79s/it] 1%|▏ | 270/20000 [21:02<19:40:40, 3.59s/it] 1%|▏ | 271/20000 [21:05<18:31:40, 3.38s/it] 1%|▏ | 272/20000 [21:07<16:22:12, 2.99s/it] 1%|▏ | 273/20000 [21:17<27:53:35, 5.09s/it] 1%|▏ | 274/20000 [21:24<31:31:08, 5.75s/it] 1%|▏ | 275/20000 [21:30<32:39:39, 5.96s/it] 1%|▏ | 276/20000 [21:36<32:27:16, 5.92s/it] 1%|▏ | 277/20000 [21:42<32:03:15, 5.85s/it] 1%|▏ | 278/20000 [21:47<31:12:52, 5.70s/it] 1%|▏ | 279/20000 [21:52<29:54:42, 5.46s/it] 1%|▏ | 280/20000 [21:57<28:14:21, 5.16s/it] 1%|▏ | 281/20000 [22:01<26:38:06, 4.86s/it] 1%|▏ | 282/20000 [22:05<26:12:14, 4.78s/it] 1%|▏ | 283/20000 [22:10<25:47:13, 4.71s/it] 1%|▏ | 284/20000 [22:14<24:46:38, 4.52s/it] 1%|▏ | 285/20000 [22:18<23:59:10, 4.38s/it] 1%|▏ | 286/20000 [22:22<23:25:05, 4.28s/it] 1%|▏ | 287/20000 [22:26<22:15:13, 4.06s/it] 1%|▏ | 288/20000 [22:29<21:02:10, 3.84s/it] 1%|▏ | 289/20000 [22:32<19:54:34, 3.64s/it] 1%|▏ | 290/20000 [22:35<18:52:44, 3.45s/it] 1%|▏ | 291/20000 [22:37<16:51:10, 3.08s/it] 1%|▏ | 292/20000 [22:47<27:40:10, 5.05s/it] 1%|▏ | 293/20000 [22:54<31:23:09, 5.73s/it] 1%|▏ | 294/20000 [23:01<32:32:14, 5.94s/it] 1%|▏ | 295/20000 [23:06<31:59:20, 5.84s/it] 1%|▏ | 296/20000 [23:12<31:55:01, 5.83s/it] 1%|▏ | 297/20000 [23:17<30:50:22, 5.63s/it] 1%|▏ | 298/20000 [23:22<29:36:13, 5.41s/it] 1%|▏ | 299/20000 [23:27<28:22:07, 5.18s/it] 2%|▏ | 300/20000 [23:32<27:24:57, 5.01s/it] 2%|▏ | 301/20000 [23:36<26:26:07, 4.83s/it] 2%|▏ | 302/20000 [23:40<25:33:43, 4.67s/it] 2%|▏ | 303/20000 [23:44<24:36:32, 4.50s/it] 2%|▏ | 304/20000 [23:48<23:40:47, 4.33s/it] 2%|▏ | 305/20000 [23:52<23:27:16, 4.29s/it] 2%|▏ | 306/20000 [23:56<22:28:12, 4.11s/it] 2%|▏ | 307/20000 [24:00<21:14:49, 3.88s/it] 2%|▏ | 308/20000 [24:03<19:56:26, 3.65s/it] 2%|▏ | 309/20000 [24:05<18:31:29, 3.39s/it] 2%|▏ | 310/20000 [24:07<16:20:52, 2.99s/it] 2%|▏ | 311/20000 [24:14<21:47:14, 3.98s/it] 2%|▏ | 312/20000 [24:17<20:24:11, 3.73s/it] 2%|▏ | 313/20000 [24:28<31:50:25, 5.82s/it] 2%|▏ | 314/20000 [24:35<35:06:50, 6.42s/it] 2%|▏ | 315/20000 [24:42<34:56:30, 6.39s/it] 2%|▏ | 316/20000 [24:48<33:55:34, 6.20s/it] 2%|▏ | 317/20000 [24:53<32:52:39, 6.01s/it] 2%|▏ | 318/20000 [24:58<31:38:25, 5.79s/it] 2%|▏ | 319/20000 [25:03<30:29:31, 5.58s/it] 2%|▏ | 320/20000 [25:08<29:22:44, 5.37s/it] 2%|▏ | 321/20000 [25:13<28:05:07, 5.14s/it] 2%|▏ | 322/20000 [25:17<27:02:23, 4.95s/it] 2%|▏ | 323/20000 [25:22<26:02:12, 4.76s/it] 2%|▏ | 324/20000 [25:26<25:04:00, 4.59s/it] 2%|▏ | 325/20000 [25:30<24:00:29, 4.39s/it] 2%|▏ | 326/20000 [25:34<22:52:33, 4.19s/it] 2%|▏ | 327/20000 [25:37<21:40:38, 3.97s/it] 2%|▏ | 328/20000 [25:41<20:50:00, 3.81s/it] 2%|▏ | 329/20000 [25:44<19:47:13, 3.62s/it] 2%|▏ | 330/20000 [25:46<18:23:17, 3.37s/it] 2%|▏ | 331/20000 [25:49<16:24:32, 3.00s/it] 2%|▏ | 332/20000 [25:58<26:56:12, 4.93s/it] 2%|▏ | 333/20000 [26:05<30:30:19, 5.58s/it] 2%|▏ | 334/20000 [26:12<32:27:22, 5.94s/it] 2%|▏ | 335/20000 [26:19<33:50:04, 6.19s/it] 2%|▏ | 336/20000 [26:26<35:53:24, 6.57s/it] 2%|▏ | 337/20000 [26:33<36:12:39, 6.63s/it] 2%|▏ | 338/20000 [26:38<33:27:04, 6.12s/it] 2%|▏ | 339/20000 [26:43<31:05:18, 5.69s/it] 2%|▏ | 340/20000 [26:47<28:49:44, 5.28s/it] 2%|▏ | 341/20000 [26:52<28:10:05, 5.16s/it] 2%|▏ | 342/20000 [26:56<26:50:24, 4.92s/it] 2%|▏ | 343/20000 [27:00<25:27:55, 4.66s/it] 2%|▏ | 344/20000 [27:04<24:17:24, 4.45s/it] 2%|▏ | 345/20000 [27:08<23:25:26, 4.29s/it] 2%|▏ | 346/20000 [27:11<22:04:34, 4.04s/it] 2%|▏ | 347/20000 [27:15<21:23:04, 3.92s/it] 2%|▏ | 348/20000 [27:19<20:40:39, 3.79s/it] 2%|▏ | 349/20000 [27:22<19:32:24, 3.58s/it] 2%|▏ | 350/20000 [27:24<17:28:30, 3.20s/it] 2%|▏ | 351/20000 [27:37<32:49:23, 6.01s/it] 2%|▏ | 352/20000 [27:45<36:27:54, 6.68s/it] 2%|▏ | 353/20000 [27:52<37:22:40, 6.85s/it] 2%|▏ | 354/20000 [27:58<35:10:32, 6.45s/it] 2%|▏ | 355/20000 [28:03<33:29:15, 6.14s/it] 2%|▏ | 356/20000 [28:08<32:03:10, 5.87s/it] 2%|▏ | 357/20000 [28:13<30:20:12, 5.56s/it] 2%|▏ | 358/20000 [28:18<29:01:59, 5.32s/it] 2%|▏ | 359/20000 [28:22<27:44:32, 5.08s/it] 2%|▏ | 360/20000 [28:27<26:57:58, 4.94s/it] 2%|▏ | 361/20000 [28:31<25:47:41, 4.73s/it] 2%|▏ | 362/20000 [28:35<24:35:33, 4.51s/it] 2%|▏ | 363/20000 [28:39<23:53:18, 4.38s/it] 2%|▏ | 364/20000 [28:44<23:40:15, 4.34s/it] 2%|▏ | 365/20000 [28:47<22:34:22, 4.14s/it] 2%|▏ | 366/20000 [28:51<21:20:11, 3.91s/it] 2%|▏ | 367/20000 [28:54<20:02:12, 3.67s/it] 2%|▏ | 368/20000 [28:56<18:29:58, 3.39s/it] 2%|▏ | 369/20000 [28:58<16:17:41, 2.99s/it] 2%|▏ | 370/20000 [29:07<25:41:53, 4.71s/it] 2%|▏ | 371/20000 [29:14<29:08:59, 5.35s/it] 2%|▏ | 372/20000 [29:20<30:23:36, 5.57s/it] 2%|▏ | 373/20000 [29:26<30:26:41, 5.58s/it] 2%|▏ | 374/20000 [29:31<29:56:30, 5.49s/it] 2%|▏ | 375/20000 [29:36<29:05:04, 5.34s/it] 2%|▏ | 376/20000 [29:41<27:59:50, 5.14s/it] 2%|▏ | 377/20000 [29:45<26:54:52, 4.94s/it] 2%|▏ | 378/20000 [29:50<25:58:45, 4.77s/it] 2%|▏ | 379/20000 [29:54<25:04:08, 4.60s/it] 2%|▏ | 380/20000 [29:58<24:09:15, 4.43s/it] 2%|▏ | 381/20000 [30:02<23:06:50, 4.24s/it] 2%|▏ | 382/20000 [30:05<22:13:11, 4.08s/it] 2%|▏ | 383/20000 [30:09<21:22:04, 3.92s/it] 2%|▏ | 384/20000 [30:12<20:11:53, 3.71s/it] 2%|▏ | 385/20000 [30:15<19:11:40, 3.52s/it] 2%|▏ | 386/20000 [30:18<18:11:34, 3.34s/it] 2%|▏ | 387/20000 [30:21<17:07:04, 3.14s/it] 2%|▏ | 388/20000 [30:23<15:18:57, 2.81s/it] 2%|▏ | 389/20000 [30:28<19:52:41, 3.65s/it] 2%|▏ | 390/20000 [30:31<18:49:42, 3.46s/it] 2%|▏ | 391/20000 [30:42<29:53:28, 5.49s/it] 2%|▏ | 392/20000 [30:48<31:44:37, 5.83s/it] 2%|▏ | 393/20000 [30:54<32:03:06, 5.88s/it] 2%|▏ | 394/20000 [31:00<31:27:41, 5.78s/it] 2%|▏ | 395/20000 [31:05<30:30:52, 5.60s/it] 2%|▏ | 396/20000 [31:10<29:30:03, 5.42s/it] 2%|▏ | 397/20000 [31:15<28:21:41, 5.21s/it] 2%|▏ | 398/20000 [31:19<27:03:16, 4.97s/it] 2%|▏ | 399/20000 [31:23<25:48:04, 4.74s/it] 2%|▏ | 400/20000 [31:27<24:49:56, 4.56s/it] 2%|▏ | 401/20000 [31:31<23:42:11, 4.35s/it] 2%|▏ | 402/20000 [31:35<22:43:50, 4.18s/it] 2%|▏ | 403/20000 [31:39<21:59:40, 4.04s/it] 2%|▏ | 404/20000 [31:42<21:18:27, 3.91s/it] 2%|▏ | 405/20000 [31:46<20:32:11, 3.77s/it] 2%|▏ | 406/20000 [31:49<19:41:23, 3.62s/it] 2%|▏ | 407/20000 [31:52<18:44:57, 3.44s/it] 2%|▏ | 408/20000 [31:55<17:34:40, 3.23s/it] 2%|▏ | 409/20000 [31:57<15:48:22, 2.90s/it] 2%|▏ | 410/20000 [32:06<26:12:09, 4.82s/it] 2%|▏ | 411/20000 [32:13<29:10:43, 5.36s/it] 2%|▏ | 412/20000 [32:19<30:03:46, 5.53s/it] 2%|▏ | 413/20000 [32:24<29:55:03, 5.50s/it] 2%|▏ | 414/20000 [32:29<29:02:33, 5.34s/it] 2%|▏ | 415/20000 [32:34<28:39:53, 5.27s/it] 2%|▏ | 416/20000 [32:39<27:46:52, 5.11s/it] 2%|▏ | 417/20000 [32:44<26:49:28, 4.93s/it] 2%|▏ | 418/20000 [32:48<25:52:08, 4.76s/it] 2%|▏ | 419/20000 [32:52<24:57:57, 4.59s/it] 2%|▏ | 420/20000 [32:56<24:01:46, 4.42s/it] 2%|▏ | 421/20000 [33:00<23:05:42, 4.25s/it] 2%|▏ | 422/20000 [33:04<22:12:02, 4.08s/it] 2%|▏ | 423/20000 [33:07<21:17:01, 3.91s/it] 2%|▏ | 424/20000 [33:10<20:13:32, 3.72s/it] 2%|▏ | 425/20000 [33:14<19:08:39, 3.52s/it] 2%|▏ | 426/20000 [33:16<18:02:28, 3.32s/it] 2%|▏ | 427/20000 [33:19<16:45:25, 3.08s/it] 2%|▏ | 428/20000 [33:21<14:47:48, 2.72s/it] 2%|▏ | 429/20000 [33:30<24:59:59, 4.60s/it] 2%|▏ | 430/20000 [33:36<28:23:41, 5.22s/it] 2%|▏ | 431/20000 [33:43<29:58:38, 5.51s/it] 2%|▏ | 432/20000 [33:48<30:11:40, 5.56s/it] 2%|▏ | 433/20000 [33:54<29:46:59, 5.48s/it] 2%|▏ | 434/20000 [33:59<29:04:19, 5.35s/it] 2%|▏ | 435/20000 [34:03<28:04:10, 5.16s/it] 2%|▏ | 436/20000 [34:08<27:14:26, 5.01s/it] 2%|▏ | 437/20000 [34:12<26:17:54, 4.84s/it] 2%|▏ | 438/20000 [34:17<25:14:40, 4.65s/it] 2%|▏ | 439/20000 [34:21<24:22:44, 4.49s/it] 2%|▏ | 440/20000 [34:25<23:32:52, 4.33s/it] 2%|▏ | 441/20000 [34:29<22:41:13, 4.18s/it] 2%|▏ | 442/20000 [34:32<21:54:13, 4.03s/it] 2%|▏ | 443/20000 [34:36<20:57:06, 3.86s/it] 2%|▏ | 444/20000 [34:39<19:58:06, 3.68s/it] 2%|▏ | 445/20000 [34:42<18:47:43, 3.46s/it] 2%|▏ | 446/20000 [34:45<17:20:58, 3.19s/it] 2%|▏ | 447/20000 [34:47<15:31:15, 2.86s/it] 2%|▏ | 448/20000 [34:56<25:25:11, 4.68s/it] 2%|▏ | 449/20000 [35:02<28:31:36, 5.25s/it] 2%|▏ | 450/20000 [35:08<29:39:44, 5.46s/it] 2%|▏ | 451/20000 [35:14<29:46:50, 5.48s/it] 2%|▏ | 452/20000 [35:19<29:18:07, 5.40s/it] 2%|▏ | 453/20000 [35:24<28:34:26, 5.26s/it] 2%|▏ | 454/20000 [35:28<27:39:50, 5.10s/it] 2%|▏ | 455/20000 [35:33<26:44:51, 4.93s/it] 2%|▏ | 456/20000 [35:37<25:51:02, 4.76s/it] 2%|▏ | 457/20000 [35:42<24:59:08, 4.60s/it] 2%|▏ | 458/20000 [35:46<24:03:57, 4.43s/it] 2%|▏ | 459/20000 [35:49<23:07:31, 4.26s/it] 2%|▏ | 460/20000 [35:53<21:57:17, 4.04s/it] 2%|▏ | 461/20000 [35:56<20:56:57, 3.86s/it] 2%|▏ | 462/20000 [36:00<19:56:24, 3.67s/it] 2%|▏ | 463/20000 [36:03<19:02:01, 3.51s/it] 2%|▏ | 464/20000 [36:06<18:23:29, 3.39s/it] 2%|▏ | 465/20000 [36:09<17:15:12, 3.18s/it] 2%|▏ | 466/20000 [36:11<15:17:21, 2.82s/it] 2%|▏ | 467/20000 [36:17<20:55:32, 3.86s/it] 2%|▏ | 468/20000 [36:20<20:12:13, 3.72s/it] 2%|▏ | 469/20000 [36:31<32:07:52, 5.92s/it] 2%|▏ | 470/20000 [36:38<34:05:28, 6.28s/it] 2%|▏ | 471/20000 [36:45<34:23:11, 6.34s/it] 2%|▏ | 472/20000 [36:51<33:44:04, 6.22s/it] 2%|▏ | 473/20000 [36:56<32:32:01, 6.00s/it] 2%|▏ | 474/20000 [37:01<30:52:31, 5.69s/it] 2%|▏ | 475/20000 [37:06<29:13:26, 5.39s/it] 2%|▏ | 476/20000 [37:11<28:17:46, 5.22s/it] 2%|▏ | 477/20000 [37:16<27:26:11, 5.06s/it] 2%|▏ | 478/20000 [37:20<26:32:52, 4.90s/it] 2%|▏ | 479/20000 [37:24<25:35:25, 4.72s/it] 2%|▏ | 480/20000 [37:29<24:52:45, 4.59s/it] 2%|▏ | 481/20000 [37:32<23:34:00, 4.35s/it] 2%|▏ | 482/20000 [37:36<22:25:34, 4.14s/it] 2%|▏ | 483/20000 [37:39<21:16:53, 3.93s/it] 2%|▏ | 484/20000 [37:43<20:12:24, 3.73s/it] 2%|▏ | 485/20000 [37:46<19:07:07, 3.53s/it] 2%|▏ | 486/20000 [37:49<17:53:16, 3.30s/it] 2%|▏ | 487/20000 [37:51<15:57:52, 2.95s/it] 2%|▏ | 488/20000 [38:00<25:54:24, 4.78s/it] 2%|▏ | 489/20000 [38:06<28:44:57, 5.30s/it] 2%|▏ | 490/20000 [38:12<29:46:29, 5.49s/it] 2%|▏ | 491/20000 [38:17<29:26:29, 5.43s/it] 2%|▏ | 492/20000 [38:23<29:15:05, 5.40s/it] 2%|▏ | 493/20000 [38:28<28:37:34, 5.28s/it] 2%|▏ | 494/20000 [38:33<27:40:54, 5.11s/it] 2%|▏ | 495/20000 [38:37<26:46:03, 4.94s/it] 2%|▏ | 496/20000 [38:42<25:57:03, 4.79s/it] 2%|▏ | 497/20000 [38:46<25:01:33, 4.62s/it] 2%|▏ | 498/20000 [38:50<24:13:34, 4.47s/it] 2%|▏ | 499/20000 [38:54<23:16:43, 4.30s/it] 2%|▎ | 500/20000 [38:58<22:26:38, 4.14s/it] 2%|▎ | 500/20000 [38:58<22:26:38, 4.14s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'loss': 1.9105, 'learning_rate': 0.0005, 'epoch': 6.41} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:29, 2.59it/s][A 4%|▍ | 3/78 [00:01<00:39, 1.88it/s][A 5%|▌ | 4/78 [00:02<00:45, 1.64it/s][A 6%|▋ | 5/78 [00:03<00:49, 1.47it/s][A 8%|▊ | 6/78 [00:04<00:56, 1.28it/s][A 9%|▉ | 7/78 [00:05<01:01, 1.15it/s][A 10%|█ | 8/78 [00:06<01:05, 1.07it/s][A 12%|█▏ | 9/78 [00:07<01:07, 1.03it/s][A 13%|█▎ | 10/78 [00:08<01:05, 1.03it/s][A 14%|█▍ | 11/78 [00:09<01:03, 1.06it/s][A 15%|█▌ | 12/78 [00:09<00:59, 1.10it/s][A 17%|█▋ | 13/78 [00:10<00:55, 1.17it/s][A 18%|█▊ | 14/78 [00:11<00:56, 1.13it/s][A 19%|█▉ | 15/78 [00:12<00:57, 1.09it/s][A 21%|██ | 16/78 [00:13<00:59, 1.05it/s][A 22%|██▏ | 17/78 [00:14<00:58, 1.04it/s][A 23%|██▎ | 18/78 [00:15<01:01, 1.03s/it][A 24%|██▍ | 19/78 [00:16<01:00, 1.02s/it][A 26%|██▌ | 20/78 [00:17<00:54, 1.06it/s][A 27%|██▋ | 21/78 [00:18<00:55, 1.03it/s][A 28%|██▊ | 22/78 [00:19<00:51, 1.09it/s][A 29%|██▉ | 23/78 [00:20<00:48, 1.12it/s][A 31%|███ | 24/78 [00:21<00:48, 1.11it/s][A 32%|███▏ | 25/78 [00:21<00:46, 1.15it/s][A 33%|███▎ | 26/78 [00:22<00:44, 1.18it/s][A 35%|███▍ | 27/78 [00:23<00:42, 1.20it/s][A 36%|███▌ | 28/78 [00:24<00:42, 1.18it/s][A 37%|███▋ | 29/78 [00:25<00:38, 1.26it/s][A 38%|███▊ | 30/78 [00:26<00:39, 1.20it/s][A 40%|███▉ | 31/78 [00:26<00:37, 1.26it/s][A 41%|████ | 32/78 [00:27<00:35, 1.28it/s][A 42%|████▏ | 33/78 [00:28<00:35, 1.28it/s][A 44%|████▎ | 34/78 [00:29<00:34, 1.28it/s][A 45%|████▍ | 35/78 [00:29<00:33, 1.29it/s][A 46%|████▌ | 36/78 [00:30<00:32, 1.29it/s][A 47%|████▋ | 37/78 [00:31<00:33, 1.23it/s][A 49%|████▊ | 38/78 [00:32<00:33, 1.20it/s][A 50%|█████ | 39/78 [00:33<00:36, 1.06it/s][A 51%|█████▏ | 40/78 [00:34<00:36, 1.04it/s][A 53%|█████▎ | 41/78 [00:35<00:38, 1.04s/it][A 54%|█████▍ | 42/78 [00:36<00:36, 1.01s/it][A 55%|█████▌ | 43/78 [00:37<00:35, 1.02s/it][A 56%|█████▋ | 44/78 [00:38<00:34, 1.01s/it][A 58%|█████▊ | 45/78 [00:39<00:32, 1.02it/s][A 59%|█████▉ | 46/78 [00:41<00:36, 1.13s/it][A 60%|██████ | 47/78 [00:41<00:32, 1.04s/it][A 62%|██████▏ | 48/78 [00:42<00:29, 1.03it/s][A 63%|██████▎ | 49/78 [00:43<00:25, 1.12it/s][A 64%|██████▍ | 50/78 [00:44<00:24, 1.14it/s][A 65%|██████▌ | 51/78 [00:45<00:22, 1.21it/s][A 67%|██████▋ | 52/78 [00:45<00:21, 1.23it/s][A 68%|██████▊ | 53/78 [00:46<00:20, 1.23it/s][A 69%|██████▉ | 54/78 [00:47<00:20, 1.17it/s][A 71%|███████ | 55/78 [00:48<00:20, 1.14it/s][A 72%|███████▏ | 56/78 [00:49<00:19, 1.13it/s][A 73%|███████▎ | 57/78 [00:50<00:21, 1.03s/it][A 74%|███████▍ | 58/78 [00:51<00:20, 1.02s/it][A 76%|███████▌ | 59/78 [00:52<00:19, 1.05s/it][A 77%|███████▋ | 60/78 [00:53<00:17, 1.00it/s][A 78%|███████▊ | 61/78 [00:54<00:16, 1.02it/s][A 79%|███████▉ | 62/78 [00:55<00:15, 1.04it/s][A 81%|████████ | 63/78 [00:56<00:14, 1.05it/s][A 82%|████████▏ | 64/78 [00:57<00:13, 1.05it/s][A 83%|████████▎ | 65/78 [00:58<00:12, 1.06it/s][A 85%|████████▍ | 66/78 [00:59<00:11, 1.09it/s][A 86%|████████▌ | 67/78 [01:00<00:10, 1.08it/s][A 87%|████████▋ | 68/78 [01:01<00:09, 1.09it/s][A 88%|████████▊ | 69/78 [01:02<00:08, 1.10it/s][A 90%|████████▉ | 70/78 [01:03<00:07, 1.05it/s][A 91%|█████████ | 71/78 [01:03<00:06, 1.10it/s][A 92%|█████████▏| 72/78 [01:04<00:05, 1.11it/s][A 94%|█████████▎| 73/78 [01:05<00:04, 1.09it/s][A 95%|█████████▍| 74/78 [01:06<00:03, 1.10it/s][A 96%|█████████▌| 75/78 [01:07<00:02, 1.10it/s][A 97%|█████████▋| 76/78 [01:08<00:01, 1.09it/s][A 99%|█████████▊| 77/78 [01:09<00:00, 1.14it/s][A 100%|██████████| 78/78 [01:09<00:00, 1.42it/s][A [A 2%|▎ | 500/20000 [40:10<22:26:38, 4.14s/it] 100%|██████████| 78/78 [01:11<00:00, 1.42it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-500/preprocessor_config.json 3%|▎ | 501/20000 [40:26<160:05:25, 29.56s/it] 3%|▎ | 502/20000 [40:30<117:35:53, 21.71s/it] 3%|▎ | 503/20000 [40:33<87:18:20, 16.12s/it] 3%|▎ | 504/20000 [40:36<66:05:10, 12.20s/it] 3%|▎ | 505/20000 [40:39<50:42:55, 9.37s/it] 3%|▎ | 506/20000 [40:41<38:43:11, 7.15s/it] 3%|▎ | 507/20000 [40:50<41:58:03, 7.75s/it] 3%|▎ | 508/20000 [40:57<40:20:52, 7.45s/it] 3%|▎ | 509/20000 [41:03<37:54:01, 7.00s/it] 3%|▎ | 510/20000 [41:08<35:57:51, 6.64s/it] 3%|▎ | 511/20000 [41:14<33:38:29, 6.21s/it] 3%|▎ | 512/20000 [41:19<31:43:12, 5.86s/it] 3%|▎ | 513/20000 [41:23<29:52:22, 5.52s/it] 3%|▎ | 514/20000 [41:28<28:17:22, 5.23s/it] 3%|▎ | 515/20000 [41:32<26:57:30, 4.98s/it] 3%|▎ | 516/20000 [41:36<25:44:32, 4.76s/it] 3%|▎ | 517/20000 [41:40<24:20:39, 4.50s/it] 3%|▎ | 518/20000 [41:44<23:20:47, 4.31s/it] 3%|▎ | 519/20000 [41:48<22:33:26, 4.17s/it] 3%|▎ | 520/20000 [41:52<21:38:10, 4.00s/it] 3%|▎ | 521/20000 [41:55<20:45:02, 3.84s/it] 3%|▎ | 522/20000 [41:58<19:46:31, 3.65s/it] 3%|▎ | 523/20000 [42:01<18:44:29, 3.46s/it] 3%|▎ | 524/20000 [42:04<17:29:49, 3.23s/it] 3%|▎ | 525/20000 [42:06<15:20:59, 2.84s/it] 3%|▎ | 526/20000 [42:16<26:10:31, 4.84s/it] 3%|▎ | 527/20000 [42:22<29:23:40, 5.43s/it] 3%|▎ | 528/20000 [42:28<30:22:00, 5.61s/it] 3%|▎ | 529/20000 [42:34<30:12:24, 5.58s/it] 3%|▎ | 530/20000 [42:39<29:39:30, 5.48s/it] 3%|▎ | 531/20000 [42:44<28:53:31, 5.34s/it] 3%|▎ | 532/20000 [42:49<27:37:24, 5.11s/it] 3%|▎ | 533/20000 [42:53<26:44:47, 4.95s/it] 3%|▎ | 534/20000 [42:58<26:03:50, 4.82s/it] 3%|▎ | 535/20000 [43:02<25:15:41, 4.67s/it] 3%|▎ | 536/20000 [43:06<24:21:09, 4.50s/it] 3%|▎ | 537/20000 [43:10<23:19:49, 4.32s/it] 3%|▎ | 538/20000 [43:14<22:23:27, 4.14s/it] 3%|▎ | 539/20000 [43:17<21:32:28, 3.98s/it] 3%|▎ | 540/20000 [43:21<20:31:02, 3.80s/it] 3%|▎ | 541/20000 [43:24<19:35:16, 3.62s/it] 3%|▎ | 542/20000 [43:27<18:34:39, 3.44s/it] 3%|▎ | 543/20000 [43:30<17:21:19, 3.21s/it] 3%|▎ | 544/20000 [43:32<15:30:49, 2.87s/it] 3%|▎ | 545/20000 [43:38<21:06:39, 3.91s/it] 3%|▎ | 546/20000 [43:41<19:41:54, 3.65s/it] 3%|▎ | 547/20000 [43:51<30:27:41, 5.64s/it] 3%|▎ | 548/20000 [43:58<31:36:20, 5.85s/it] 3%|▎ | 549/20000 [44:04<31:58:58, 5.92s/it] 3%|▎ | 550/20000 [44:09<31:20:58, 5.80s/it] 3%|▎ | 551/20000 [44:15<30:31:58, 5.65s/it] 3%|▎ | 552/20000 [44:20<29:31:32, 5.47s/it] 3%|▎ | 553/20000 [44:25<28:27:13, 5.27s/it] 3%|▎ | 554/20000 [44:29<27:21:06, 5.06s/it] 3%|▎ | 555/20000 [44:34<26:17:58, 4.87s/it] 3%|▎ | 556/20000 [44:38<25:08:16, 4.65s/it] 3%|▎ | 557/20000 [44:42<24:07:28, 4.47s/it] 3%|▎ | 558/20000 [44:46<23:10:14, 4.29s/it] 3%|▎ | 559/20000 [44:49<22:19:54, 4.14s/it] 3%|▎ | 560/20000 [44:53<21:33:39, 3.99s/it] 3%|▎ | 561/20000 [44:56<20:40:22, 3.83s/it] 3%|▎ | 562/20000 [45:00<19:49:18, 3.67s/it] 3%|▎ | 563/20000 [45:03<18:45:20, 3.47s/it] 3%|▎ | 564/20000 [45:05<17:14:35, 3.19s/it] 3%|▎ | 565/20000 [45:07<15:13:04, 2.82s/it] 3%|▎ | 566/20000 [45:17<26:11:42, 4.85s/it] 3%|▎ | 567/20000 [45:24<29:25:28, 5.45s/it] 3%|▎ | 568/20000 [45:30<30:28:22, 5.65s/it] 3%|▎ | 569/20000 [45:35<30:24:29, 5.63s/it] 3%|▎ | 570/20000 [45:41<29:47:09, 5.52s/it] 3%|▎ | 571/20000 [45:46<29:00:15, 5.37s/it] 3%|▎ | 572/20000 [45:51<28:08:34, 5.21s/it] 3%|▎ | 573/20000 [45:55<26:58:44, 5.00s/it] 3%|▎ | 574/20000 [45:59<25:57:07, 4.81s/it] 3%|▎ | 575/20000 [46:04<24:56:30, 4.62s/it] 3%|▎ | 576/20000 [46:08<23:59:20, 4.45s/it] 3%|▎ | 577/20000 [46:11<22:54:33, 4.25s/it] 3%|▎ | 578/20000 [46:15<21:58:28, 4.07s/it] 3%|▎ | 579/20000 [46:19<21:18:42, 3.95s/it] 3%|▎ | 580/20000 [46:22<20:25:14, 3.79s/it] 3%|▎ | 581/20000 [46:25<19:26:29, 3.60s/it] 3%|▎ | 582/20000 [46:28<18:23:48, 3.41s/it] 3%|▎ | 583/20000 [46:31<17:06:44, 3.17s/it] 3%|▎ | 584/20000 [46:33<15:16:50, 2.83s/it] 3%|▎ | 585/20000 [46:42<25:09:11, 4.66s/it] 3%|▎ | 586/20000 [46:49<28:26:44, 5.27s/it] 3%|▎ | 587/20000 [46:55<29:34:25, 5.48s/it] 3%|▎ | 588/20000 [47:00<29:42:50, 5.51s/it] 3%|▎ | 589/20000 [47:05<29:19:00, 5.44s/it] 3%|▎ | 590/20000 [47:10<28:38:14, 5.31s/it] 3%|▎ | 591/20000 [47:15<27:47:19, 5.15s/it] 3%|▎ | 592/20000 [47:20<26:59:27, 5.01s/it] 3%|▎ | 593/20000 [47:24<25:31:29, 4.73s/it] 3%|▎ | 594/20000 [47:28<24:16:17, 4.50s/it] 3%|▎ | 595/20000 [47:32<23:23:06, 4.34s/it] 3%|▎ | 596/20000 [47:36<22:44:53, 4.22s/it] 3%|▎ | 597/20000 [47:40<22:02:43, 4.09s/it] 3%|▎ | 598/20000 [47:43<21:18:43, 3.95s/it] 3%|▎ | 599/20000 [47:47<20:25:56, 3.79s/it] 3%|▎ | 600/20000 [47:50<19:30:39, 3.62s/it] 3%|▎ | 601/20000 [47:53<18:33:46, 3.44s/it] 3%|▎ | 602/20000 [47:56<17:21:44, 3.22s/it] 3%|▎ | 603/20000 [47:58<15:30:21, 2.88s/it] 3%|▎ | 604/20000 [48:07<25:30:23, 4.73s/it] 3%|▎ | 605/20000 [48:14<28:48:36, 5.35s/it] 3%|▎ | 606/20000 [48:20<29:50:40, 5.54s/it] 3%|▎ | 607/20000 [48:25<29:46:29, 5.53s/it] 3%|▎ | 608/20000 [48:30<29:19:20, 5.44s/it] 3%|▎ | 609/20000 [48:35<28:30:33, 5.29s/it] 3%|▎ | 610/20000 [48:40<27:24:57, 5.09s/it] 3%|▎ | 611/20000 [48:44<26:30:29, 4.92s/it] 3%|▎ | 612/20000 [48:49<25:37:36, 4.76s/it] 3%|▎ | 613/20000 [48:53<24:43:14, 4.59s/it] 3%|▎ | 614/20000 [48:57<23:46:31, 4.42s/it] 3%|▎ | 615/20000 [49:01<22:37:19, 4.20s/it] 3%|▎ | 616/20000 [49:04<21:39:10, 4.02s/it] 3%|▎ | 617/20000 [49:08<20:49:02, 3.87s/it] 3%|▎ | 618/20000 [49:11<19:45:42, 3.67s/it] 3%|▎ | 619/20000 [49:14<18:53:03, 3.51s/it] 3%|▎ | 620/20000 [49:17<17:53:25, 3.32s/it] 3%|▎ | 621/20000 [49:20<16:36:52, 3.09s/it] 3%|▎ | 622/20000 [49:21<14:41:18, 2.73s/it] 3%|▎ | 623/20000 [49:27<19:34:29, 3.64s/it] 3%|▎ | 624/20000 [49:30<18:46:19, 3.49s/it] 3%|▎ | 625/20000 [49:41<30:09:02, 5.60s/it] 3%|▎ | 626/20000 [49:47<31:46:01, 5.90s/it] 3%|▎ | 627/20000 [49:54<32:01:38, 5.95s/it] 3%|▎ | 628/20000 [49:59<31:16:33, 5.81s/it] 3%|▎ | 629/20000 [50:04<30:15:57, 5.62s/it] 3%|▎ | 630/20000 [50:09<29:08:56, 5.42s/it] 3%|▎ | 631/20000 [50:14<27:53:18, 5.18s/it] 3%|▎ | 632/20000 [50:18<26:47:52, 4.98s/it] 3%|▎ | 633/20000 [50:23<25:49:01, 4.80s/it] 3%|▎ | 634/20000 [50:27<25:01:45, 4.65s/it] 3%|▎ | 635/20000 [50:31<23:58:38, 4.46s/it] 3%|▎ | 636/20000 [50:35<23:03:57, 4.29s/it] 3%|▎ | 637/20000 [50:39<22:10:15, 4.12s/it] 3%|▎ | 638/20000 [50:42<21:28:31, 3.99s/it] 3%|▎ | 639/20000 [50:46<20:35:15, 3.83s/it] 3%|▎ | 640/20000 [50:49<19:42:44, 3.67s/it] 3%|▎ | 641/20000 [50:52<18:34:17, 3.45s/it] 3%|▎ | 642/20000 [50:55<17:48:53, 3.31s/it] 3%|▎ | 643/20000 [50:57<16:04:24, 2.99s/it] 3%|▎ | 644/20000 [51:06<25:44:17, 4.79s/it] 3%|▎ | 645/20000 [51:13<29:00:54, 5.40s/it] 3%|▎ | 646/20000 [51:19<30:16:19, 5.63s/it] 3%|▎ | 647/20000 [51:25<30:10:48, 5.61s/it] 3%|▎ | 648/20000 [51:30<29:32:43, 5.50s/it] 3%|▎ | 649/20000 [51:35<28:42:47, 5.34s/it] 3%|▎ | 650/20000 [51:40<27:41:22, 5.15s/it] 3%|▎ | 651/20000 [51:44<26:41:10, 4.97s/it] 3%|▎ | 652/20000 [51:49<25:45:15, 4.79s/it] 3%|▎ | 653/20000 [51:53<24:59:12, 4.65s/it] 3%|▎ | 654/20000 [51:57<23:57:38, 4.46s/it] 3%|▎ | 655/20000 [52:01<22:48:00, 4.24s/it] 3%|▎ | 656/20000 [52:04<22:06:26, 4.11s/it] 3%|▎ | 657/20000 [52:08<21:38:17, 4.03s/it] 3%|▎ | 658/20000 [52:12<21:00:39, 3.91s/it] 3%|▎ | 659/20000 [52:15<20:14:56, 3.77s/it] 3%|▎ | 660/20000 [52:18<18:59:57, 3.54s/it] 3%|▎ | 661/20000 [52:21<17:36:56, 3.28s/it] 3%|▎ | 662/20000 [52:23<15:26:45, 2.88s/it] 3%|▎ | 663/20000 [52:32<25:35:01, 4.76s/it] 3%|▎ | 664/20000 [52:39<28:51:49, 5.37s/it] 3%|▎ | 665/20000 [52:45<29:52:20, 5.56s/it] 3%|▎ | 666/20000 [52:51<29:52:57, 5.56s/it] 3%|▎ | 667/20000 [52:56<29:24:54, 5.48s/it] 3%|▎ | 668/20000 [53:01<28:41:43, 5.34s/it] 3%|▎ | 669/20000 [53:06<27:40:03, 5.15s/it] 3%|▎ | 670/20000 [53:10<26:15:49, 4.89s/it] 3%|▎ | 671/20000 [53:14<25:38:27, 4.78s/it] 3%|▎ | 672/20000 [53:19<24:47:59, 4.62s/it] 3%|▎ | 673/20000 [53:23<23:56:09, 4.46s/it] 3%|▎ | 674/20000 [53:27<23:04:21, 4.30s/it] 3%|▎ | 675/20000 [53:30<22:15:51, 4.15s/it] 3%|▎ | 676/20000 [53:34<21:58:45, 4.09s/it] 3%|▎ | 677/20000 [53:38<21:02:03, 3.92s/it] 3%|▎ | 678/20000 [53:41<20:04:45, 3.74s/it] 3%|▎ | 679/20000 [53:44<18:52:46, 3.52s/it] 3%|▎ | 680/20000 [53:47<17:33:11, 3.27s/it] 3%|▎ | 681/20000 [53:49<15:21:47, 2.86s/it] 3%|▎ | 682/20000 [53:58<24:51:47, 4.63s/it] 3%|▎ | 683/20000 [54:04<28:07:21, 5.24s/it] 3%|▎ | 684/20000 [54:10<29:14:30, 5.45s/it] 3%|▎ | 685/20000 [54:16<29:12:52, 5.45s/it] 3%|▎ | 686/20000 [54:21<28:57:29, 5.40s/it] 3%|▎ | 687/20000 [54:26<28:20:05, 5.28s/it] 3%|▎ | 688/20000 [54:31<27:33:10, 5.14s/it] 3%|▎ | 689/20000 [54:35<26:41:13, 4.98s/it] 3%|▎ | 690/20000 [54:40<25:49:00, 4.81s/it] 3%|▎ | 691/20000 [54:44<24:52:34, 4.64s/it] 3%|▎ | 692/20000 [54:48<23:56:39, 4.46s/it] 3%|▎ | 693/20000 [54:52<23:03:23, 4.30s/it] 3%|▎ | 694/20000 [54:56<22:13:33, 4.14s/it] 3%|▎ | 695/20000 [54:59<21:24:40, 3.99s/it] 3%|▎ | 696/20000 [55:03<20:28:41, 3.82s/it] 3%|▎ | 697/20000 [55:06<19:31:22, 3.64s/it] 3%|▎ | 698/20000 [55:09<18:29:10, 3.45s/it] 3%|▎ | 699/20000 [55:12<17:16:16, 3.22s/it] 4%|▎ | 700/20000 [55:14<15:24:41, 2.87s/it] 4%|▎ | 701/20000 [55:20<20:13:01, 3.77s/it] 4%|▎ | 702/20000 [55:23<18:55:08, 3.53s/it] 4%|▎ | 703/20000 [55:33<29:32:47, 5.51s/it] 4%|▎ | 704/20000 [55:39<31:14:49, 5.83s/it] 4%|▎ | 705/20000 [55:45<31:07:05, 5.81s/it] 4%|▎ | 706/20000 [55:50<30:28:18, 5.69s/it] 4%|▎ | 707/20000 [55:56<29:45:47, 5.55s/it] 4%|▎ | 708/20000 [56:01<28:57:39, 5.40s/it] 4%|▎ | 709/20000 [56:05<27:45:26, 5.18s/it] 4%|▎ | 710/20000 [56:10<26:40:50, 4.98s/it] 4%|▎ | 711/20000 [56:14<25:40:24, 4.79s/it] 4%|▎ | 712/20000 [56:18<24:43:34, 4.61s/it] 4%|▎ | 713/20000 [56:23<23:53:47, 4.46s/it] 4%|▎ | 714/20000 [56:26<22:58:05, 4.29s/it] 4%|▎ | 715/20000 [56:30<22:02:51, 4.12s/it] 4%|▎ | 716/20000 [56:34<21:03:23, 3.93s/it] 4%|▎ | 717/20000 [56:37<20:25:36, 3.81s/it] 4%|▎ | 718/20000 [56:41<19:41:46, 3.68s/it] 4%|▎ | 719/20000 [56:44<18:38:54, 3.48s/it] 4%|▎ | 720/20000 [56:46<17:29:06, 3.26s/it] 4%|▎ | 721/20000 [56:48<15:32:05, 2.90s/it] 4%|▎ | 722/20000 [56:58<25:40:23, 4.79s/it] 4%|▎ | 723/20000 [57:04<28:56:33, 5.41s/it] 4%|▎ | 724/20000 [57:10<29:59:58, 5.60s/it] 4%|▎ | 725/20000 [57:16<30:01:39, 5.61s/it] 4%|▎ | 726/20000 [57:21<29:23:36, 5.49s/it] 4%|▎ | 727/20000 [57:27<28:54:34, 5.40s/it] 4%|▎ | 728/20000 [57:31<27:49:20, 5.20s/it] 4%|▎ | 729/20000 [57:36<26:46:44, 5.00s/it] 4%|▎ | 730/20000 [57:40<25:30:46, 4.77s/it] 4%|▎ | 731/20000 [57:45<25:07:42, 4.69s/it] 4%|▎ | 732/20000 [57:49<24:08:12, 4.51s/it] 4%|▎ | 733/20000 [57:53<23:12:36, 4.34s/it] 4%|▎ | 734/20000 [57:56<22:17:26, 4.17s/it] 4%|▎ | 735/20000 [58:00<21:32:29, 4.03s/it] 4%|▎ | 736/20000 [58:03<20:37:52, 3.86s/it] 4%|▎ | 737/20000 [58:07<19:41:35, 3.68s/it] 4%|▎ | 738/20000 [58:10<18:37:11, 3.48s/it] 4%|▎ | 739/20000 [58:12<17:22:32, 3.25s/it] 4%|▎ | 740/20000 [58:14<15:10:31, 2.84s/it] 4%|▎ | 741/20000 [58:23<25:09:46, 4.70s/it] 4%|▎ | 742/20000 [58:30<28:35:56, 5.35s/it] 4%|▎ | 743/20000 [58:36<29:52:41, 5.59s/it] 4%|▎ | 744/20000 [58:42<30:00:38, 5.61s/it] 4%|▎ | 745/20000 [58:47<29:16:27, 5.47s/it] 4%|▎ | 746/20000 [58:52<28:10:12, 5.27s/it] 4%|▎ | 747/20000 [58:56<26:52:54, 5.03s/it] 4%|▎ | 748/20000 [59:01<26:37:28, 4.98s/it] 4%|▎ | 749/20000 [59:06<25:49:23, 4.83s/it] 4%|▍ | 750/20000 [59:10<24:46:17, 4.63s/it] 4%|▍ | 751/20000 [59:14<23:45:44, 4.44s/it] 4%|▍ | 752/20000 [59:18<22:50:47, 4.27s/it] 4%|▍ | 753/20000 [59:22<22:00:56, 4.12s/it] 4%|▍ | 754/20000 [59:25<21:18:27, 3.99s/it] 4%|▍ | 755/20000 [59:29<20:22:05, 3.81s/it] 4%|▍ | 756/20000 [59:32<19:22:35, 3.62s/it] 4%|▍ | 757/20000 [59:35<18:19:45, 3.43s/it] 4%|▍ | 758/20000 [59:38<17:08:35, 3.21s/it] 4%|▍ | 759/20000 [59:40<15:13:23, 2.85s/it] 4%|▍ | 760/20000 [59:49<26:00:46, 4.87s/it] 4%|▍ | 761/20000 [59:56<29:05:54, 5.44s/it] 4%|▍ | 762/20000 [1:00:02<30:01:32, 5.62s/it] 4%|▍ | 763/20000 [1:00:07<29:37:07, 5.54s/it] 4%|▍ | 764/20000 [1:00:13<29:26:16, 5.51s/it] 4%|▍ | 765/20000 [1:00:18<28:46:36, 5.39s/it] 4%|▍ | 766/20000 [1:00:23<27:46:28, 5.20s/it] 4%|▍ | 767/20000 [1:00:27<26:46:34, 5.01s/it] 4%|▍ | 768/20000 [1:00:32<25:53:06, 4.85s/it] 4%|▍ | 769/20000 [1:00:36<25:00:47, 4.68s/it] 4%|▍ | 770/20000 [1:00:40<24:04:55, 4.51s/it] 4%|▍ | 771/20000 [1:00:44<23:13:42, 4.35s/it] 4%|▍ | 772/20000 [1:00:48<22:23:34, 4.19s/it] 4%|▍ | 773/20000 [1:00:52<21:32:44, 4.03s/it] 4%|▍ | 774/20000 [1:00:55<20:37:30, 3.86s/it] 4%|▍ | 775/20000 [1:00:58<19:40:40, 3.68s/it] 4%|▍ | 776/20000 [1:01:01<18:41:46, 3.50s/it] 4%|▍ | 777/20000 [1:01:04<17:33:00, 3.29s/it] 4%|▍ | 778/20000 [1:01:06<15:37:54, 2.93s/it] 4%|▍ | 779/20000 [1:01:12<20:05:22, 3.76s/it] 4%|▍ | 780/20000 [1:01:15<19:07:07, 3.58s/it] 4%|▍ | 781/20000 [1:01:26<30:18:25, 5.68s/it] 4%|▍ | 782/20000 [1:01:32<32:08:19, 6.02s/it] 4%|▍ | 783/20000 [1:01:38<31:46:54, 5.95s/it] 4%|▍ | 784/20000 [1:01:44<30:44:49, 5.76s/it] 4%|▍ | 785/20000 [1:01:49<29:30:21, 5.53s/it] 4%|▍ | 786/20000 [1:01:53<28:20:19, 5.31s/it] 4%|▍ | 787/20000 [1:01:58<27:06:45, 5.08s/it] 4%|▍ | 788/20000 [1:02:02<26:03:04, 4.88s/it] 4%|▍ | 789/20000 [1:02:07<25:08:21, 4.71s/it] 4%|▍ | 790/20000 [1:02:11<24:08:45, 4.53s/it] 4%|▍ | 791/20000 [1:02:15<23:23:21, 4.38s/it] 4%|▍ | 792/20000 [1:02:18<22:19:39, 4.18s/it] 4%|▍ | 793/20000 [1:02:22<21:22:21, 4.01s/it] 4%|▍ | 794/20000 [1:02:26<20:44:16, 3.89s/it] 4%|▍ | 795/20000 [1:02:29<19:57:59, 3.74s/it] 4%|▍ | 796/20000 [1:02:32<19:06:16, 3.58s/it] 4%|▍ | 797/20000 [1:02:35<18:06:32, 3.39s/it] 4%|▍ | 798/20000 [1:02:38<16:55:26, 3.17s/it] 4%|▍ | 799/20000 [1:02:40<14:59:44, 2.81s/it] 4%|▍ | 800/20000 [1:02:49<24:51:38, 4.66s/it] 4%|▍ | 801/20000 [1:02:56<28:09:32, 5.28s/it] 4%|▍ | 802/20000 [1:03:01<29:02:07, 5.44s/it] 4%|▍ | 803/20000 [1:03:07<28:58:01, 5.43s/it] 4%|▍ | 804/20000 [1:03:12<28:31:39, 5.35s/it] 4%|▍ | 805/20000 [1:03:17<27:52:40, 5.23s/it] 4%|▍ | 806/20000 [1:03:22<26:57:49, 5.06s/it] 4%|▍ | 807/20000 [1:03:26<25:56:09, 4.86s/it] 4%|▍ | 808/20000 [1:03:30<24:56:21, 4.68s/it] 4%|▍ | 809/20000 [1:03:35<24:22:08, 4.57s/it] 4%|▍ | 810/20000 [1:03:39<23:40:44, 4.44s/it] 4%|▍ | 811/20000 [1:03:43<22:58:06, 4.31s/it] 4%|▍ | 812/20000 [1:03:46<22:07:22, 4.15s/it] 4%|▍ | 813/20000 [1:03:50<21:19:29, 4.00s/it] 4%|▍ | 814/20000 [1:03:54<20:24:23, 3.83s/it] 4%|▍ | 815/20000 [1:03:57<19:25:35, 3.65s/it] 4%|▍ | 816/20000 [1:04:00<18:23:40, 3.45s/it] 4%|▍ | 817/20000 [1:04:02<17:08:37, 3.22s/it] 4%|▍ | 818/20000 [1:04:04<15:09:05, 2.84s/it] 4%|▍ | 819/20000 [1:04:13<24:57:48, 4.69s/it] 4%|▍ | 820/20000 [1:04:20<28:07:19, 5.28s/it] 4%|▍ | 821/20000 [1:04:26<29:09:30, 5.47s/it] 4%|▍ | 822/20000 [1:04:31<29:02:20, 5.45s/it] 4%|▍ | 823/20000 [1:04:36<28:12:20, 5.29s/it] 4%|▍ | 824/20000 [1:04:41<27:34:25, 5.18s/it] 4%|▍ | 825/20000 [1:04:46<26:41:38, 5.01s/it] 4%|▍ | 826/20000 [1:04:50<25:42:07, 4.83s/it] 4%|▍ | 827/20000 [1:04:54<24:35:16, 4.62s/it] 4%|▍ | 828/20000 [1:04:58<23:33:14, 4.42s/it] 4%|▍ | 829/20000 [1:05:02<22:38:54, 4.25s/it] 4%|▍ | 830/20000 [1:05:06<21:58:55, 4.13s/it] 4%|▍ | 831/20000 [1:05:10<21:22:21, 4.01s/it] 4%|▍ | 832/20000 [1:05:13<20:43:01, 3.89s/it] 4%|▍ | 833/20000 [1:05:17<19:53:07, 3.73s/it] 4%|▍ | 834/20000 [1:05:20<19:01:25, 3.57s/it] 4%|▍ | 835/20000 [1:05:23<18:06:41, 3.40s/it] 4%|▍ | 836/20000 [1:05:26<17:00:13, 3.19s/it] 4%|▍ | 837/20000 [1:05:28<15:01:18, 2.82s/it] 4%|▍ | 838/20000 [1:05:37<25:55:53, 4.87s/it] 4%|▍ | 839/20000 [1:05:44<28:43:44, 5.40s/it] 4%|▍ | 840/20000 [1:05:50<29:54:19, 5.62s/it] 4%|▍ | 841/20000 [1:05:56<29:57:15, 5.63s/it] 4%|▍ | 842/20000 [1:06:01<29:38:36, 5.57s/it] 4%|▍ | 843/20000 [1:06:06<28:53:24, 5.43s/it] 4%|▍ | 844/20000 [1:06:11<27:51:48, 5.24s/it] 4%|▍ | 845/20000 [1:06:16<26:48:30, 5.04s/it] 4%|▍ | 846/20000 [1:06:20<25:49:51, 4.85s/it] 4%|▍ | 847/20000 [1:06:24<24:53:05, 4.68s/it] 4%|▍ | 848/20000 [1:06:28<23:56:45, 4.50s/it] 4%|▍ | 849/20000 [1:06:32<23:04:08, 4.34s/it] 4%|▍ | 850/20000 [1:06:36<22:17:05, 4.19s/it] 4%|▍ | 851/20000 [1:06:40<21:28:07, 4.04s/it] 4%|▍ | 852/20000 [1:06:43<20:46:31, 3.91s/it] 4%|▍ | 853/20000 [1:06:47<19:45:51, 3.72s/it] 4%|▍ | 854/20000 [1:06:50<18:27:56, 3.47s/it] 4%|▍ | 855/20000 [1:06:52<17:12:41, 3.24s/it] 4%|▍ | 856/20000 [1:06:54<15:18:19, 2.88s/it] 4%|▍ | 857/20000 [1:07:00<20:32:26, 3.86s/it] 4%|▍ | 858/20000 [1:07:04<19:25:37, 3.65s/it] 4%|▍ | 859/20000 [1:07:14<30:00:38, 5.64s/it] 4%|▍ | 860/20000 [1:07:21<31:48:27, 5.98s/it] 4%|▍ | 861/20000 [1:07:27<31:54:49, 6.00s/it] 4%|▍ | 862/20000 [1:07:32<31:20:42, 5.90s/it] 4%|▍ | 863/20000 [1:07:38<30:23:33, 5.72s/it] 4%|▍ | 864/20000 [1:07:43<29:22:56, 5.53s/it] 4%|▍ | 865/20000 [1:07:48<28:07:58, 5.29s/it] 4%|▍ | 866/20000 [1:07:52<26:57:23, 5.07s/it] 4%|▍ | 867/20000 [1:07:56<25:43:13, 4.84s/it] 4%|▍ | 868/20000 [1:08:01<24:37:16, 4.63s/it] 4%|▍ | 869/20000 [1:08:05<23:49:06, 4.48s/it] 4%|▍ | 870/20000 [1:08:09<22:53:52, 4.31s/it] 4%|▍ | 871/20000 [1:08:12<22:02:41, 4.15s/it] 4%|▍ | 872/20000 [1:08:16<21:41:29, 4.08s/it] 4%|▍ | 873/20000 [1:08:20<20:39:21, 3.89s/it] 4%|▍ | 874/20000 [1:08:23<19:39:30, 3.70s/it] 4%|▍ | 875/20000 [1:08:26<18:42:11, 3.52s/it] 4%|▍ | 876/20000 [1:08:29<17:30:12, 3.29s/it] 4%|▍ | 877/20000 [1:08:31<15:27:07, 2.91s/it] 4%|▍ | 878/20000 [1:08:40<25:18:33, 4.76s/it] 4%|▍ | 879/20000 [1:08:47<28:31:28, 5.37s/it] 4%|▍ | 880/20000 [1:08:53<29:36:35, 5.58s/it] 4%|▍ | 881/20000 [1:08:58<29:29:43, 5.55s/it] 4%|▍ | 882/20000 [1:09:04<28:56:45, 5.45s/it] 4%|▍ | 883/20000 [1:09:08<27:57:33, 5.27s/it] 4%|▍ | 884/20000 [1:09:13<27:07:52, 5.11s/it] 4%|▍ | 885/20000 [1:09:18<26:19:27, 4.96s/it] 4%|▍ | 886/20000 [1:09:22<25:28:00, 4.80s/it] 4%|▍ | 887/20000 [1:09:26<24:38:11, 4.64s/it] 4%|▍ | 888/20000 [1:09:31<23:49:00, 4.49s/it] 4%|▍ | 889/20000 [1:09:34<22:59:12, 4.33s/it] 4%|▍ | 890/20000 [1:09:38<22:08:38, 4.17s/it] 4%|▍ | 891/20000 [1:09:42<21:20:17, 4.02s/it] 4%|▍ | 892/20000 [1:09:45<20:24:19, 3.84s/it] 4%|▍ | 893/20000 [1:09:49<19:25:38, 3.66s/it] 4%|▍ | 894/20000 [1:09:52<18:23:52, 3.47s/it] 4%|▍ | 895/20000 [1:09:54<17:11:15, 3.24s/it] 4%|▍ | 896/20000 [1:09:56<15:11:30, 2.86s/it] 4%|▍ | 897/20000 [1:10:05<25:00:32, 4.71s/it] 4%|▍ | 898/20000 [1:10:12<27:56:52, 5.27s/it] 4%|▍ | 899/20000 [1:10:17<28:24:41, 5.35s/it] 4%|▍ | 900/20000 [1:10:23<28:00:57, 5.28s/it] 5%|▍ | 901/20000 [1:10:28<27:53:45, 5.26s/it] 5%|▍ | 902/20000 [1:10:33<27:23:31, 5.16s/it] 5%|▍ | 903/20000 [1:10:38<26:53:23, 5.07s/it] 5%|▍ | 904/20000 [1:10:42<25:55:34, 4.89s/it] 5%|▍ | 905/20000 [1:10:46<25:02:40, 4.72s/it] 5%|▍ | 906/20000 [1:10:51<24:15:08, 4.57s/it] 5%|▍ | 907/20000 [1:10:55<23:30:08, 4.43s/it] 5%|▍ | 908/20000 [1:10:59<22:34:03, 4.26s/it] 5%|▍ | 909/20000 [1:11:02<21:34:00, 4.07s/it] 5%|▍ | 910/20000 [1:11:06<20:33:16, 3.88s/it] 5%|▍ | 911/20000 [1:11:09<19:31:31, 3.68s/it] 5%|▍ | 912/20000 [1:11:12<18:33:06, 3.50s/it] 5%|▍ | 913/20000 [1:11:15<17:37:06, 3.32s/it] 5%|▍ | 914/20000 [1:11:17<16:21:16, 3.08s/it] 5%|▍ | 915/20000 [1:11:19<14:30:44, 2.74s/it] 5%|▍ | 916/20000 [1:11:28<23:51:50, 4.50s/it] 5%|▍ | 917/20000 [1:11:34<26:47:38, 5.05s/it] 5%|▍ | 918/20000 [1:11:40<27:46:32, 5.24s/it] 5%|▍ | 919/20000 [1:11:45<27:43:22, 5.23s/it] 5%|▍ | 920/20000 [1:11:50<27:15:03, 5.14s/it] 5%|▍ | 921/20000 [1:11:55<26:33:18, 5.01s/it] 5%|▍ | 922/20000 [1:11:59<25:55:14, 4.89s/it] 5%|▍ | 923/20000 [1:12:04<25:16:41, 4.77s/it] 5%|▍ | 924/20000 [1:12:08<24:32:34, 4.63s/it] 5%|▍ | 925/20000 [1:12:12<23:51:30, 4.50s/it] 5%|▍ | 926/20000 [1:12:16<23:04:55, 4.36s/it] 5%|▍ | 927/20000 [1:12:20<22:30:26, 4.25s/it] 5%|▍ | 928/20000 [1:12:24<21:42:16, 4.10s/it] 5%|▍ | 929/20000 [1:12:28<21:30:21, 4.06s/it] 5%|▍ | 930/20000 [1:12:32<20:30:50, 3.87s/it] 5%|▍ | 931/20000 [1:12:35<19:25:22, 3.67s/it] 5%|▍ | 932/20000 [1:12:38<18:21:41, 3.47s/it] 5%|▍ | 933/20000 [1:12:40<17:11:15, 3.25s/it] 5%|▍ | 934/20000 [1:12:42<15:11:44, 2.87s/it] 5%|▍ | 935/20000 [1:12:49<21:24:15, 4.04s/it] 5%|▍ | 936/20000 [1:12:52<20:00:51, 3.78s/it] 5%|▍ | 937/20000 [1:13:02<29:28:02, 5.56s/it] 5%|▍ | 938/20000 [1:13:08<30:38:46, 5.79s/it] 5%|▍ | 939/20000 [1:13:14<30:28:54, 5.76s/it] 5%|▍ | 940/20000 [1:13:19<29:42:18, 5.61s/it] 5%|▍ | 941/20000 [1:13:24<28:40:08, 5.42s/it] 5%|▍ | 942/20000 [1:13:29<27:40:35, 5.23s/it] 5%|▍ | 943/20000 [1:13:34<26:28:56, 5.00s/it] 5%|▍ | 944/20000 [1:13:38<25:23:21, 4.80s/it] 5%|▍ | 945/20000 [1:13:42<24:38:06, 4.65s/it] 5%|▍ | 946/20000 [1:13:46<23:41:00, 4.47s/it] 5%|▍ | 947/20000 [1:13:50<23:01:29, 4.35s/it] 5%|▍ | 948/20000 [1:13:54<22:12:23, 4.20s/it] 5%|▍ | 949/20000 [1:13:58<21:15:52, 4.02s/it] 5%|▍ | 950/20000 [1:14:01<20:24:03, 3.86s/it] 5%|▍ | 951/20000 [1:14:05<19:32:55, 3.69s/it] 5%|▍ | 952/20000 [1:14:08<18:43:41, 3.54s/it] 5%|▍ | 953/20000 [1:14:11<17:55:26, 3.39s/it] 5%|▍ | 954/20000 [1:14:13<16:45:52, 3.17s/it] 5%|▍ | 955/20000 [1:14:15<14:50:35, 2.81s/it] 5%|▍ | 956/20000 [1:14:24<23:54:22, 4.52s/it] 5%|▍ | 957/20000 [1:14:30<27:07:40, 5.13s/it] 5%|▍ | 958/20000 [1:14:36<28:06:55, 5.32s/it] 5%|▍ | 959/20000 [1:14:41<28:00:22, 5.30s/it] 5%|▍ | 960/20000 [1:14:46<27:28:28, 5.19s/it] 5%|▍ | 961/20000 [1:14:51<26:32:56, 5.02s/it] 5%|▍ | 962/20000 [1:14:56<25:56:52, 4.91s/it] 5%|▍ | 963/20000 [1:15:00<25:15:41, 4.78s/it] 5%|▍ | 964/20000 [1:15:04<24:28:59, 4.63s/it] 5%|▍ | 965/20000 [1:15:09<23:34:24, 4.46s/it] 5%|▍ | 966/20000 [1:15:12<22:39:22, 4.29s/it] 5%|▍ | 967/20000 [1:15:16<21:48:58, 4.13s/it] 5%|▍ | 968/20000 [1:15:20<20:56:42, 3.96s/it] 5%|▍ | 969/20000 [1:15:23<20:04:37, 3.80s/it] 5%|▍ | 970/20000 [1:15:26<19:10:37, 3.63s/it] 5%|▍ | 971/20000 [1:15:29<18:18:48, 3.46s/it] 5%|▍ | 972/20000 [1:15:32<17:21:00, 3.28s/it] 5%|▍ | 973/20000 [1:15:35<16:13:42, 3.07s/it] 5%|▍ | 974/20000 [1:15:37<14:17:16, 2.70s/it] 5%|▍ | 975/20000 [1:15:46<24:28:06, 4.63s/it] 5%|▍ | 976/20000 [1:15:53<27:59:11, 5.30s/it] 5%|▍ | 977/20000 [1:15:59<28:56:51, 5.48s/it] 5%|▍ | 978/20000 [1:16:04<29:09:09, 5.52s/it] 5%|▍ | 979/20000 [1:16:10<28:50:04, 5.46s/it] 5%|▍ | 980/20000 [1:16:15<28:12:03, 5.34s/it] 5%|▍ | 981/20000 [1:16:19<27:25:14, 5.19s/it] 5%|▍ | 982/20000 [1:16:24<26:38:31, 5.04s/it] 5%|▍ | 983/20000 [1:16:29<26:00:31, 4.92s/it] 5%|▍ | 984/20000 [1:16:33<25:02:41, 4.74s/it] 5%|▍ | 985/20000 [1:16:37<24:10:50, 4.58s/it] 5%|▍ | 986/20000 [1:16:41<23:18:05, 4.41s/it] 5%|▍ | 987/20000 [1:16:45<22:39:57, 4.29s/it] 5%|▍ | 988/20000 [1:16:49<21:43:18, 4.11s/it] 5%|▍ | 989/20000 [1:16:53<20:45:01, 3.93s/it] 5%|▍ | 990/20000 [1:16:56<19:45:28, 3.74s/it] 5%|▍ | 991/20000 [1:16:59<18:40:32, 3.54s/it] 5%|▍ | 992/20000 [1:17:02<17:26:15, 3.30s/it] 5%|▍ | 993/20000 [1:17:04<15:18:18, 2.90s/it] 5%|▍ | 994/20000 [1:17:13<26:17:55, 4.98s/it] 5%|▍ | 995/20000 [1:17:20<28:57:21, 5.48s/it] 5%|▍ | 996/20000 [1:17:26<29:51:33, 5.66s/it] 5%|▍ | 997/20000 [1:17:32<29:51:22, 5.66s/it] 5%|▍ | 998/20000 [1:17:37<29:13:56, 5.54s/it] 5%|▍ | 999/20000 [1:17:42<28:14:00, 5.35s/it] 5%|▌ | 1000/20000 [1:17:47<27:07:51, 5.14s/it] 5%|▌ | 1000/20000 [1:17:47<27:07:51, 5.14s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.1622474640607834, 'eval_wer': 0.15307930881701373, 'eval_runtime': 72.1023, 'eval_samples_per_second': 25.755, 'eval_steps_per_second': 1.082, 'epoch': 6.41} {'loss': 0.1119, 'learning_rate': 0.0004871794871794872, 'epoch': 12.82} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:29, 2.56it/s][A 4%|▍ | 3/78 [00:01<00:40, 1.84it/s][A 5%|▌ | 4/78 [00:02<00:46, 1.60it/s][A 6%|▋ | 5/78 [00:03<00:50, 1.44it/s][A 8%|▊ | 6/78 [00:04<00:56, 1.27it/s][A 9%|▉ | 7/78 [00:05<01:01, 1.16it/s][A 10%|█ | 8/78 [00:06<01:06, 1.05it/s][A 12%|█▏ | 9/78 [00:07<01:07, 1.02it/s][A 13%|█▎ | 10/78 [00:08<01:06, 1.02it/s][A 14%|█▍ | 11/78 [00:09<01:02, 1.06it/s][A 15%|█▌ | 12/78 [00:09<00:59, 1.10it/s][A 17%|█▋ | 13/78 [00:10<00:55, 1.16it/s][A 18%|█▊ | 14/78 [00:11<00:56, 1.12it/s][A 19%|█▉ | 15/78 [00:12<00:57, 1.09it/s][A 21%|██ | 16/78 [00:13<00:59, 1.05it/s][A 22%|██▏ | 17/78 [00:14<00:58, 1.05it/s][A 23%|██▎ | 18/78 [00:15<01:00, 1.02s/it][A 24%|██▍ | 19/78 [00:16<00:58, 1.00it/s][A 26%|██▌ | 20/78 [00:17<00:53, 1.09it/s][A 27%|██▋ | 21/78 [00:18<00:54, 1.05it/s][A 28%|██▊ | 22/78 [00:19<00:51, 1.09it/s][A 29%|██▉ | 23/78 [00:20<00:49, 1.11it/s][A 31%|███ | 24/78 [00:21<00:49, 1.09it/s][A 32%|███▏ | 25/78 [00:21<00:46, 1.14it/s][A 33%|███▎ | 26/78 [00:22<00:44, 1.18it/s][A 35%|███▍ | 27/78 [00:23<00:41, 1.22it/s][A 36%|███▌ | 28/78 [00:24<00:41, 1.21it/s][A 37%|███▋ | 29/78 [00:25<00:38, 1.28it/s][A 38%|███▊ | 30/78 [00:25<00:39, 1.22it/s][A 40%|███▉ | 31/78 [00:26<00:37, 1.24it/s][A 41%|████ | 32/78 [00:27<00:37, 1.23it/s][A 42%|████▏ | 33/78 [00:28<00:36, 1.25it/s][A 44%|████▎ | 34/78 [00:29<00:35, 1.25it/s][A 45%|████▍ | 35/78 [00:29<00:34, 1.26it/s][A 46%|████▌ | 36/78 [00:30<00:33, 1.25it/s][A 47%|████▋ | 37/78 [00:31<00:33, 1.22it/s][A 49%|████▊ | 38/78 [00:32<00:33, 1.19it/s][A 50%|█████ | 39/78 [00:33<00:37, 1.05it/s][A 51%|█████▏ | 40/78 [00:34<00:36, 1.03it/s][A 53%|█████▎ | 41/78 [00:35<00:39, 1.06s/it][A 54%|█████▍ | 42/78 [00:36<00:36, 1.02s/it][A 55%|█████▌ | 43/78 [00:37<00:35, 1.03s/it][A 56%|█████▋ | 44/78 [00:38<00:34, 1.02s/it][A 58%|█████▊ | 45/78 [00:39<00:32, 1.00it/s][A 59%|█████▉ | 46/78 [00:41<00:36, 1.14s/it][A 60%|██████ | 47/78 [00:42<00:32, 1.05s/it][A 62%|██████▏ | 48/78 [00:43<00:29, 1.01it/s][A 63%|██████▎ | 49/78 [00:43<00:26, 1.10it/s][A 64%|██████▍ | 50/78 [00:44<00:25, 1.10it/s][A 65%|██████▌ | 51/78 [00:45<00:23, 1.16it/s][A 67%|██████▋ | 52/78 [00:46<00:21, 1.18it/s][A 68%|██████▊ | 53/78 [00:47<00:20, 1.20it/s][A 69%|██████▉ | 54/78 [00:47<00:21, 1.14it/s][A 71%|███████ | 55/78 [00:48<00:20, 1.11it/s][A 72%|███████▏ | 56/78 [00:49<00:19, 1.10it/s][A 73%|███████▎ | 57/78 [00:51<00:22, 1.06s/it][A 74%|███████▍ | 58/78 [00:52<00:21, 1.05s/it][A 76%|███████▌ | 59/78 [00:53<00:20, 1.10s/it][A 77%|███████▋ | 60/78 [00:54<00:19, 1.08s/it][A 78%|███████▊ | 61/78 [00:55<00:17, 1.05s/it][A 79%|███████▉ | 62/78 [00:56<00:16, 1.03s/it][A 81%|████████ | 63/78 [00:57<00:15, 1.01s/it][A 82%|████████▏ | 64/78 [00:58<00:14, 1.02s/it][A 83%|████████▎ | 65/78 [00:59<00:12, 1.00it/s][A 85%|████████▍ | 66/78 [01:00<00:11, 1.05it/s][A 86%|████████▌ | 67/78 [01:01<00:10, 1.06it/s][A 87%|████████▋ | 68/78 [01:02<00:09, 1.02it/s][A 88%|████████▊ | 69/78 [01:03<00:08, 1.00it/s][A 90%|████████▉ | 70/78 [01:04<00:08, 1.09s/it][A 91%|█████████ | 71/78 [01:05<00:07, 1.01s/it][A 92%|█████████▏| 72/78 [01:06<00:05, 1.02it/s][A 94%|█████████▎| 73/78 [01:07<00:04, 1.01it/s][A 95%|█████████▍| 74/78 [01:08<00:03, 1.02it/s][A 96%|█████████▌| 75/78 [01:09<00:02, 1.03it/s][A 97%|█████████▋| 76/78 [01:10<00:01, 1.03it/s][A 99%|█████████▊| 77/78 [01:11<00:00, 1.08it/s][A 100%|██████████| 78/78 [01:11<00:00, 1.36it/s][A [A 5%|▌ | 1000/20000 [1:19:01<27:07:51, 5.14s/it] 100%|██████████| 78/78 [01:13<00:00, 1.36it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-1000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-1000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-1000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-1000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-500] due to args.save_total_limit 5%|▌ | 1001/20000 [1:19:19<164:39:43, 31.20s/it] 5%|▌ | 1002/20000 [1:19:23<121:56:32, 23.11s/it] 5%|▌ | 1003/20000 [1:19:27<92:09:46, 17.47s/it] 5%|▌ | 1004/20000 [1:19:31<70:52:22, 13.43s/it] 5%|▌ | 1005/20000 [1:19:35<55:49:59, 10.58s/it] 5%|▌ | 1006/20000 [1:19:39<45:20:57, 8.60s/it] 5%|▌ | 1007/20000 [1:19:43<37:38:13, 7.13s/it] 5%|▌ | 1008/20000 [1:19:46<31:43:44, 6.01s/it] 5%|▌ | 1009/20000 [1:19:49<27:22:52, 5.19s/it] 5%|▌ | 1010/20000 [1:19:52<23:51:23, 4.52s/it] 5%|▌ | 1011/20000 [1:19:55<20:49:23, 3.95s/it] 5%|▌ | 1012/20000 [1:19:57<17:30:38, 3.32s/it] 5%|▌ | 1013/20000 [1:20:03<21:29:00, 4.07s/it] 5%|▌ | 1014/20000 [1:20:06<19:47:57, 3.75s/it] 5%|▌ | 1015/20000 [1:20:17<30:51:48, 5.85s/it] 5%|▌ | 1016/20000 [1:20:24<33:02:32, 6.27s/it] 5%|▌ | 1017/20000 [1:20:30<33:26:20, 6.34s/it] 5%|▌ | 1018/20000 [1:20:36<32:35:34, 6.18s/it] 5%|▌ | 1019/20000 [1:20:42<31:37:05, 6.00s/it] 5%|▌ | 1020/20000 [1:20:47<30:52:52, 5.86s/it] 5%|▌ | 1021/20000 [1:20:52<29:45:44, 5.65s/it] 5%|▌ | 1022/20000 [1:20:57<28:49:11, 5.47s/it] 5%|▌ | 1023/20000 [1:21:02<27:37:13, 5.24s/it] 5%|▌ | 1024/20000 [1:21:07<26:22:01, 5.00s/it] 5%|▌ | 1025/20000 [1:21:11<25:34:24, 4.85s/it] 5%|▌ | 1026/20000 [1:21:15<24:20:03, 4.62s/it] 5%|▌ | 1027/20000 [1:21:19<23:23:44, 4.44s/it] 5%|▌ | 1028/20000 [1:21:23<22:33:10, 4.28s/it] 5%|▌ | 1029/20000 [1:21:27<21:55:04, 4.16s/it] 5%|▌ | 1030/20000 [1:21:30<20:48:06, 3.95s/it] 5%|▌ | 1031/20000 [1:21:34<19:41:32, 3.74s/it] 5%|▌ | 1032/20000 [1:21:37<18:34:56, 3.53s/it] 5%|▌ | 1033/20000 [1:21:39<16:04:38, 3.05s/it] 5%|▌ | 1034/20000 [1:21:47<24:32:50, 4.66s/it] 5%|▌ | 1035/20000 [1:21:54<27:35:00, 5.24s/it] 5%|▌ | 1036/20000 [1:22:00<28:53:31, 5.48s/it] 5%|▌ | 1037/20000 [1:22:05<29:08:47, 5.53s/it] 5%|▌ | 1038/20000 [1:22:10<28:30:15, 5.41s/it] 5%|▌ | 1039/20000 [1:22:15<27:49:35, 5.28s/it] 5%|▌ | 1040/20000 [1:22:20<26:46:48, 5.08s/it] 5%|▌ | 1041/20000 [1:22:25<25:57:47, 4.93s/it] 5%|▌ | 1042/20000 [1:22:29<24:54:59, 4.73s/it] 5%|▌ | 1043/20000 [1:22:33<23:54:30, 4.54s/it] 5%|▌ | 1044/20000 [1:22:37<23:04:28, 4.38s/it] 5%|▌ | 1045/20000 [1:22:41<22:15:36, 4.23s/it] 5%|▌ | 1046/20000 [1:22:45<21:34:24, 4.10s/it] 5%|▌ | 1047/20000 [1:22:48<20:48:25, 3.95s/it] 5%|▌ | 1048/20000 [1:22:52<19:57:49, 3.79s/it] 5%|▌ | 1049/20000 [1:22:55<18:47:10, 3.57s/it] 5%|▌ | 1050/20000 [1:22:58<17:41:34, 3.36s/it] 5%|▌ | 1051/20000 [1:23:00<16:32:27, 3.14s/it] 5%|▌ | 1052/20000 [1:23:03<15:20:48, 2.92s/it] 5%|▌ | 1053/20000 [1:23:12<25:51:59, 4.91s/it] 5%|▌ | 1054/20000 [1:23:19<28:45:54, 5.47s/it] 5%|▌ | 1055/20000 [1:23:25<29:32:30, 5.61s/it] 5%|▌ | 1056/20000 [1:23:30<29:29:33, 5.60s/it] 5%|▌ | 1057/20000 [1:23:36<28:55:23, 5.50s/it] 5%|▌ | 1058/20000 [1:23:41<28:12:17, 5.36s/it] 5%|▌ | 1059/20000 [1:23:46<27:18:17, 5.19s/it] 5%|▌ | 1060/20000 [1:23:50<26:22:38, 5.01s/it] 5%|▌ | 1061/20000 [1:23:55<25:30:14, 4.85s/it] 5%|▌ | 1062/20000 [1:23:59<24:37:44, 4.68s/it] 5%|▌ | 1063/20000 [1:24:03<23:22:53, 4.44s/it] 5%|▌ | 1064/20000 [1:24:07<22:16:03, 4.23s/it] 5%|▌ | 1065/20000 [1:24:10<21:24:14, 4.07s/it] 5%|▌ | 1066/20000 [1:24:14<20:39:23, 3.93s/it] 5%|▌ | 1067/20000 [1:24:17<19:52:08, 3.78s/it] 5%|▌ | 1068/20000 [1:24:21<19:05:52, 3.63s/it] 5%|▌ | 1069/20000 [1:24:24<18:32:07, 3.52s/it] 5%|▌ | 1070/20000 [1:24:27<17:19:49, 3.30s/it] 5%|▌ | 1071/20000 [1:24:29<15:16:52, 2.91s/it] 5%|▌ | 1072/20000 [1:24:38<25:22:53, 4.83s/it] 5%|▌ | 1073/20000 [1:24:45<28:46:06, 5.47s/it] 5%|▌ | 1074/20000 [1:24:51<29:31:51, 5.62s/it] 5%|▌ | 1075/20000 [1:24:56<29:17:05, 5.57s/it] 5%|▌ | 1076/20000 [1:25:02<28:52:07, 5.49s/it] 5%|▌ | 1077/20000 [1:25:07<28:02:13, 5.33s/it] 5%|▌ | 1078/20000 [1:25:11<26:59:18, 5.13s/it] 5%|▌ | 1079/20000 [1:25:16<26:16:44, 5.00s/it] 5%|▌ | 1080/20000 [1:25:20<25:25:15, 4.84s/it] 5%|▌ | 1081/20000 [1:25:25<24:37:36, 4.69s/it] 5%|▌ | 1082/20000 [1:25:29<23:44:15, 4.52s/it] 5%|▌ | 1083/20000 [1:25:33<22:55:06, 4.36s/it] 5%|▌ | 1084/20000 [1:25:37<22:02:18, 4.19s/it] 5%|▌ | 1085/20000 [1:25:40<21:08:25, 4.02s/it] 5%|▌ | 1086/20000 [1:25:44<20:05:24, 3.82s/it] 5%|▌ | 1087/20000 [1:25:47<19:03:27, 3.63s/it] 5%|▌ | 1088/20000 [1:25:50<18:04:47, 3.44s/it] 5%|▌ | 1089/20000 [1:25:53<16:58:24, 3.23s/it] 5%|▌ | 1090/20000 [1:25:55<15:08:19, 2.88s/it] 5%|▌ | 1091/20000 [1:26:01<20:06:16, 3.83s/it] 5%|▌ | 1092/20000 [1:26:04<19:15:49, 3.67s/it] 5%|▌ | 1093/20000 [1:26:14<29:49:00, 5.68s/it] 5%|▌ | 1094/20000 [1:26:21<31:15:23, 5.95s/it] 5%|▌ | 1095/20000 [1:26:27<31:28:40, 5.99s/it] 5%|▌ | 1096/20000 [1:26:33<30:44:58, 5.86s/it] 5%|▌ | 1097/20000 [1:26:38<29:41:08, 5.65s/it] 5%|▌ | 1098/20000 [1:26:43<28:43:02, 5.47s/it] 5%|▌ | 1099/20000 [1:26:47<27:31:44, 5.24s/it] 6%|▌ | 1100/20000 [1:26:52<26:41:54, 5.09s/it] 6%|▌ | 1101/20000 [1:26:57<25:41:39, 4.89s/it] 6%|▌ | 1102/20000 [1:27:01<24:42:44, 4.71s/it] 6%|▌ | 1103/20000 [1:27:05<23:44:18, 4.52s/it] 6%|▌ | 1104/20000 [1:27:09<22:45:56, 4.34s/it] 6%|▌ | 1105/20000 [1:27:13<21:54:32, 4.17s/it] 6%|▌ | 1106/20000 [1:27:17<21:39:12, 4.13s/it] 6%|▌ | 1107/20000 [1:27:20<20:39:37, 3.94s/it] 6%|▌ | 1108/20000 [1:27:23<19:39:47, 3.75s/it] 6%|▌ | 1109/20000 [1:27:26<18:20:06, 3.49s/it] 6%|▌ | 1110/20000 [1:27:29<16:55:53, 3.23s/it] 6%|▌ | 1111/20000 [1:27:31<14:54:57, 2.84s/it] 6%|▌ | 1112/20000 [1:27:40<24:47:35, 4.73s/it] 6%|▌ | 1113/20000 [1:27:47<27:53:41, 5.32s/it] 6%|▌ | 1114/20000 [1:27:53<28:34:50, 5.45s/it] 6%|▌ | 1115/20000 [1:27:58<28:53:42, 5.51s/it] 6%|▌ | 1116/20000 [1:28:04<28:42:21, 5.47s/it] 6%|▌ | 1117/20000 [1:28:08<27:52:40, 5.31s/it] 6%|▌ | 1118/20000 [1:28:13<26:48:17, 5.11s/it] 6%|▌ | 1119/20000 [1:28:18<26:18:03, 5.01s/it] 6%|▌ | 1120/20000 [1:28:22<25:19:51, 4.83s/it] 6%|▌ | 1121/20000 [1:28:26<24:11:30, 4.61s/it] 6%|▌ | 1122/20000 [1:28:30<23:15:28, 4.44s/it] 6%|▌ | 1123/20000 [1:28:35<22:47:26, 4.35s/it] 6%|▌ | 1124/20000 [1:28:38<21:47:58, 4.16s/it] 6%|▌ | 1125/20000 [1:28:42<21:20:29, 4.07s/it] 6%|▌ | 1126/20000 [1:28:46<20:32:06, 3.92s/it] 6%|▌ | 1127/20000 [1:28:49<19:28:00, 3.71s/it] 6%|▌ | 1128/20000 [1:28:52<18:18:41, 3.49s/it] 6%|▌ | 1129/20000 [1:28:55<17:05:54, 3.26s/it] 6%|▌ | 1130/20000 [1:28:57<15:31:59, 2.96s/it] 6%|▌ | 1131/20000 [1:29:07<26:02:04, 4.97s/it] 6%|▌ | 1132/20000 [1:29:14<29:11:13, 5.57s/it] 6%|▌ | 1133/20000 [1:29:19<29:31:33, 5.63s/it] 6%|▌ | 1134/20000 [1:29:25<29:19:26, 5.60s/it] 6%|▌ | 1135/20000 [1:29:30<29:02:11, 5.54s/it] 6%|▌ | 1136/20000 [1:29:35<28:05:38, 5.36s/it] 6%|▌ | 1137/20000 [1:29:40<27:05:17, 5.17s/it] 6%|▌ | 1138/20000 [1:29:44<25:50:35, 4.93s/it] 6%|▌ | 1139/20000 [1:29:49<25:04:34, 4.79s/it] 6%|▌ | 1140/20000 [1:29:53<24:27:29, 4.67s/it] 6%|▌ | 1141/20000 [1:29:57<23:56:41, 4.57s/it] 6%|▌ | 1142/20000 [1:30:02<23:13:40, 4.43s/it] 6%|▌ | 1143/20000 [1:30:06<22:25:55, 4.28s/it] 6%|▌ | 1144/20000 [1:30:09<21:32:46, 4.11s/it] 6%|▌ | 1145/20000 [1:30:13<20:35:16, 3.93s/it] 6%|▌ | 1146/20000 [1:30:16<19:50:43, 3.79s/it] 6%|▌ | 1147/20000 [1:30:19<18:52:07, 3.60s/it] 6%|▌ | 1148/20000 [1:30:22<17:47:58, 3.40s/it] 6%|▌ | 1149/20000 [1:30:25<15:58:09, 3.05s/it] 6%|▌ | 1150/20000 [1:30:35<26:59:29, 5.15s/it] 6%|▌ | 1151/20000 [1:30:42<30:18:39, 5.79s/it] 6%|▌ | 1152/20000 [1:30:49<31:53:57, 6.09s/it] 6%|▌ | 1153/20000 [1:30:54<31:05:36, 5.94s/it] 6%|▌ | 1154/20000 [1:31:00<30:35:37, 5.84s/it] 6%|▌ | 1155/20000 [1:31:05<29:34:23, 5.65s/it] 6%|▌ | 1156/20000 [1:31:11<29:20:41, 5.61s/it] 6%|▌ | 1157/20000 [1:31:15<28:02:05, 5.36s/it] 6%|▌ | 1158/20000 [1:31:20<26:43:06, 5.10s/it] 6%|▌ | 1159/20000 [1:31:24<25:36:12, 4.89s/it] 6%|▌ | 1160/20000 [1:31:29<24:57:46, 4.77s/it] 6%|▌ | 1161/20000 [1:31:33<24:27:32, 4.67s/it] 6%|▌ | 1162/20000 [1:31:38<24:07:24, 4.61s/it] 6%|▌ | 1163/20000 [1:31:42<23:02:43, 4.40s/it] 6%|▌ | 1164/20000 [1:31:45<21:44:32, 4.16s/it] 6%|▌ | 1165/20000 [1:31:49<20:28:07, 3.91s/it] 6%|▌ | 1166/20000 [1:31:52<19:11:09, 3.67s/it] 6%|▌ | 1167/20000 [1:31:54<17:54:41, 3.42s/it] 6%|▌ | 1168/20000 [1:31:57<15:59:37, 3.06s/it] 6%|▌ | 1169/20000 [1:32:02<20:04:15, 3.84s/it] 6%|▌ | 1170/20000 [1:32:06<19:09:42, 3.66s/it] 6%|▌ | 1171/20000 [1:32:17<30:42:00, 5.87s/it] 6%|▌ | 1172/20000 [1:32:23<32:02:18, 6.13s/it] 6%|▌ | 1173/20000 [1:32:29<31:57:55, 6.11s/it] 6%|▌ | 1174/20000 [1:32:35<31:36:12, 6.04s/it] 6%|▌ | 1175/20000 [1:32:41<30:30:54, 5.84s/it] 6%|▌ | 1176/20000 [1:32:46<29:30:50, 5.64s/it] 6%|▌ | 1177/20000 [1:32:51<28:56:25, 5.54s/it] 6%|▌ | 1178/20000 [1:32:56<27:30:24, 5.26s/it] 6%|▌ | 1179/20000 [1:33:00<26:16:33, 5.03s/it] 6%|▌ | 1180/20000 [1:33:05<26:02:09, 4.98s/it] 6%|▌ | 1181/20000 [1:33:09<24:52:15, 4.76s/it] 6%|▌ | 1182/20000 [1:33:13<23:18:00, 4.46s/it] 6%|▌ | 1183/20000 [1:33:17<22:11:02, 4.24s/it] 6%|▌ | 1184/20000 [1:33:20<21:17:11, 4.07s/it] 6%|▌ | 1185/20000 [1:33:24<20:22:40, 3.90s/it] 6%|▌ | 1186/20000 [1:33:27<19:28:45, 3.73s/it] 6%|▌ | 1187/20000 [1:33:30<18:21:34, 3.51s/it] 6%|▌ | 1188/20000 [1:33:33<17:05:49, 3.27s/it] 6%|▌ | 1189/20000 [1:33:35<14:58:18, 2.87s/it] 6%|▌ | 1190/20000 [1:33:44<25:10:30, 4.82s/it] 6%|▌ | 1191/20000 [1:33:51<28:24:45, 5.44s/it] 6%|▌ | 1192/20000 [1:33:57<29:40:37, 5.68s/it] 6%|▌ | 1193/20000 [1:34:03<29:45:04, 5.69s/it] 6%|▌ | 1194/20000 [1:34:09<29:23:22, 5.63s/it] 6%|▌ | 1195/20000 [1:34:14<28:40:43, 5.49s/it] 6%|▌ | 1196/20000 [1:34:19<27:42:32, 5.30s/it] 6%|▌ | 1197/20000 [1:34:23<26:42:57, 5.11s/it] 6%|▌ | 1198/20000 [1:34:28<25:30:19, 4.88s/it] 6%|▌ | 1199/20000 [1:34:32<24:37:04, 4.71s/it] 6%|▌ | 1200/20000 [1:34:36<23:49:02, 4.56s/it] 6%|▌ | 1201/20000 [1:34:40<23:04:55, 4.42s/it] 6%|▌ | 1202/20000 [1:34:44<22:01:32, 4.22s/it] 6%|▌ | 1203/20000 [1:34:48<21:01:24, 4.03s/it] 6%|▌ | 1204/20000 [1:34:51<19:57:17, 3.82s/it] 6%|▌ | 1205/20000 [1:34:54<18:55:36, 3.63s/it] 6%|▌ | 1206/20000 [1:34:57<17:59:01, 3.44s/it] 6%|▌ | 1207/20000 [1:35:00<16:47:28, 3.22s/it] 6%|▌ | 1208/20000 [1:35:02<15:00:07, 2.87s/it] 6%|▌ | 1209/20000 [1:35:11<24:06:45, 4.62s/it] 6%|▌ | 1210/20000 [1:35:17<27:00:37, 5.17s/it] 6%|▌ | 1211/20000 [1:35:23<28:41:17, 5.50s/it] 6%|▌ | 1212/20000 [1:35:29<28:45:05, 5.51s/it] 6%|▌ | 1213/20000 [1:35:34<28:08:37, 5.39s/it] 6%|▌ | 1214/20000 [1:35:39<27:19:43, 5.24s/it] 6%|▌ | 1215/20000 [1:35:44<26:42:10, 5.12s/it] 6%|▌ | 1216/20000 [1:35:48<26:01:20, 4.99s/it] 6%|▌ | 1217/20000 [1:35:53<25:24:08, 4.87s/it] 6%|▌ | 1218/20000 [1:35:57<24:27:30, 4.69s/it] 6%|▌ | 1219/20000 [1:36:01<23:30:00, 4.50s/it] 6%|▌ | 1220/20000 [1:36:05<22:36:42, 4.33s/it] 6%|▌ | 1221/20000 [1:36:09<21:48:48, 4.18s/it] 6%|▌ | 1222/20000 [1:36:13<20:59:50, 4.03s/it] 6%|▌ | 1223/20000 [1:36:16<20:04:21, 3.85s/it] 6%|▌ | 1224/20000 [1:36:19<19:07:49, 3.67s/it] 6%|▌ | 1225/20000 [1:36:22<18:04:54, 3.47s/it] 6%|▌ | 1226/20000 [1:36:25<16:49:38, 3.23s/it] 6%|▌ | 1227/20000 [1:36:27<15:00:31, 2.88s/it] 6%|▌ | 1228/20000 [1:36:37<25:08:36, 4.82s/it] 6%|▌ | 1229/20000 [1:36:43<27:47:37, 5.33s/it] 6%|▌ | 1230/20000 [1:36:49<28:49:41, 5.53s/it] 6%|▌ | 1231/20000 [1:36:55<28:58:09, 5.56s/it] 6%|▌ | 1232/20000 [1:37:00<28:36:20, 5.49s/it] 6%|▌ | 1233/20000 [1:37:05<27:50:20, 5.34s/it] 6%|▌ | 1234/20000 [1:37:10<26:52:26, 5.16s/it] 6%|▌ | 1235/20000 [1:37:14<26:03:32, 5.00s/it] 6%|▌ | 1236/20000 [1:37:19<25:08:06, 4.82s/it] 6%|▌ | 1237/20000 [1:37:23<24:06:40, 4.63s/it] 6%|▌ | 1238/20000 [1:37:27<22:59:36, 4.41s/it] 6%|▌ | 1239/20000 [1:37:31<22:02:00, 4.23s/it] 6%|▌ | 1240/20000 [1:37:34<21:06:14, 4.05s/it] 6%|▌ | 1241/20000 [1:37:38<20:17:30, 3.89s/it] 6%|▌ | 1242/20000 [1:37:41<19:29:49, 3.74s/it] 6%|▌ | 1243/20000 [1:37:44<18:41:23, 3.59s/it] 6%|▌ | 1244/20000 [1:37:47<17:47:37, 3.42s/it] 6%|▌ | 1245/20000 [1:37:50<16:28:18, 3.16s/it] 6%|▌ | 1246/20000 [1:37:52<14:24:39, 2.77s/it] 6%|▌ | 1247/20000 [1:37:58<19:54:08, 3.82s/it] 6%|▌ | 1248/20000 [1:38:01<18:49:11, 3.61s/it] 6%|▌ | 1249/20000 [1:38:12<29:11:29, 5.60s/it] 6%|▋ | 1250/20000 [1:38:18<30:50:56, 5.92s/it] 6%|▋ | 1251/20000 [1:38:24<30:56:30, 5.94s/it] 6%|▋ | 1252/20000 [1:38:30<30:23:25, 5.84s/it] 6%|▋ | 1253/20000 [1:38:35<29:23:53, 5.65s/it] 6%|▋ | 1254/20000 [1:38:40<28:25:00, 5.46s/it] 6%|▋ | 1255/20000 [1:38:45<27:54:36, 5.36s/it] 6%|▋ | 1256/20000 [1:38:50<27:12:19, 5.23s/it] 6%|▋ | 1257/20000 [1:38:55<26:23:01, 5.07s/it] 6%|▋ | 1258/20000 [1:38:59<25:29:08, 4.90s/it] 6%|▋ | 1259/20000 [1:39:03<24:30:09, 4.71s/it] 6%|▋ | 1260/20000 [1:39:08<23:37:41, 4.54s/it] 6%|▋ | 1261/20000 [1:39:12<22:47:28, 4.38s/it] 6%|▋ | 1262/20000 [1:39:16<22:07:50, 4.25s/it] 6%|▋ | 1263/20000 [1:39:19<21:28:20, 4.13s/it] 6%|▋ | 1264/20000 [1:39:23<20:19:29, 3.91s/it] 6%|▋ | 1265/20000 [1:39:26<19:00:04, 3.65s/it] 6%|▋ | 1266/20000 [1:39:29<17:33:12, 3.37s/it] 6%|▋ | 1267/20000 [1:39:31<15:19:03, 2.94s/it] 6%|▋ | 1268/20000 [1:39:40<25:16:49, 4.86s/it] 6%|▋ | 1269/20000 [1:39:47<28:44:42, 5.52s/it] 6%|▋ | 1270/20000 [1:39:53<29:49:12, 5.73s/it] 6%|▋ | 1271/20000 [1:39:59<29:45:31, 5.72s/it] 6%|▋ | 1272/20000 [1:40:04<29:07:31, 5.60s/it] 6%|▋ | 1273/20000 [1:40:09<27:57:28, 5.37s/it] 6%|▋ | 1274/20000 [1:40:14<27:21:54, 5.26s/it] 6%|▋ | 1275/20000 [1:40:19<26:20:24, 5.06s/it] 6%|▋ | 1276/20000 [1:40:23<25:21:40, 4.88s/it] 6%|▋ | 1277/20000 [1:40:27<24:23:26, 4.69s/it] 6%|▋ | 1278/20000 [1:40:31<23:25:24, 4.50s/it] 6%|▋ | 1279/20000 [1:40:35<22:38:46, 4.35s/it] 6%|▋ | 1280/20000 [1:40:39<21:44:22, 4.18s/it] 6%|▋ | 1281/20000 [1:40:43<20:56:04, 4.03s/it] 6%|▋ | 1282/20000 [1:40:46<20:00:44, 3.85s/it] 6%|▋ | 1283/20000 [1:40:50<19:09:30, 3.68s/it] 6%|▋ | 1284/20000 [1:40:53<18:03:33, 3.47s/it] 6%|▋ | 1285/20000 [1:40:55<16:46:51, 3.23s/it] 6%|▋ | 1286/20000 [1:40:57<14:55:02, 2.87s/it] 6%|▋ | 1287/20000 [1:41:06<24:01:52, 4.62s/it] 6%|▋ | 1288/20000 [1:41:12<27:01:04, 5.20s/it] 6%|▋ | 1289/20000 [1:41:18<27:58:33, 5.38s/it] 6%|▋ | 1290/20000 [1:41:24<28:01:24, 5.39s/it] 6%|▋ | 1291/20000 [1:41:29<27:38:31, 5.32s/it] 6%|▋ | 1292/20000 [1:41:34<27:03:18, 5.21s/it] 6%|▋ | 1293/20000 [1:41:38<26:14:43, 5.05s/it] 6%|▋ | 1294/20000 [1:41:43<25:26:16, 4.90s/it] 6%|▋ | 1295/20000 [1:41:47<24:36:37, 4.74s/it] 6%|▋ | 1296/20000 [1:41:52<23:48:25, 4.58s/it] 6%|▋ | 1297/20000 [1:41:56<22:58:57, 4.42s/it] 6%|▋ | 1298/20000 [1:42:00<22:09:09, 4.26s/it] 6%|▋ | 1299/20000 [1:42:03<21:21:30, 4.11s/it] 6%|▋ | 1300/20000 [1:42:07<20:32:37, 3.95s/it] 7%|▋ | 1301/20000 [1:42:10<19:41:40, 3.79s/it] 7%|▋ | 1302/20000 [1:42:14<18:53:10, 3.64s/it] 7%|▋ | 1303/20000 [1:42:17<17:57:52, 3.46s/it] 7%|▋ | 1304/20000 [1:42:19<16:54:24, 3.26s/it] 7%|▋ | 1305/20000 [1:42:21<14:59:17, 2.89s/it] 7%|▋ | 1306/20000 [1:42:31<25:14:55, 4.86s/it] 7%|▋ | 1307/20000 [1:42:38<28:03:28, 5.40s/it] 7%|▋ | 1308/20000 [1:42:44<28:55:14, 5.57s/it] 7%|▋ | 1309/20000 [1:42:49<28:48:07, 5.55s/it] 7%|▋ | 1310/20000 [1:42:54<28:13:02, 5.44s/it] 7%|▋ | 1311/20000 [1:42:59<27:28:54, 5.29s/it] 7%|▋ | 1312/20000 [1:43:04<26:28:42, 5.10s/it] 7%|▋ | 1313/20000 [1:43:08<25:35:53, 4.93s/it] 7%|▋ | 1314/20000 [1:43:13<24:43:29, 4.76s/it] 7%|▋ | 1315/20000 [1:43:17<23:50:12, 4.59s/it] 7%|▋ | 1316/20000 [1:43:21<22:58:01, 4.43s/it] 7%|▋ | 1317/20000 [1:43:25<22:06:31, 4.26s/it] 7%|▋ | 1318/20000 [1:43:29<21:17:46, 4.10s/it] 7%|▋ | 1319/20000 [1:43:32<20:11:41, 3.89s/it] 7%|▋ | 1320/20000 [1:43:35<19:32:21, 3.77s/it] 7%|▋ | 1321/20000 [1:43:39<18:49:41, 3.63s/it] 7%|▋ | 1322/20000 [1:43:42<17:53:25, 3.45s/it] 7%|▋ | 1323/20000 [1:43:44<16:40:58, 3.22s/it] 7%|▋ | 1324/20000 [1:43:46<14:52:04, 2.87s/it] 7%|▋ | 1325/20000 [1:43:53<19:49:13, 3.82s/it] 7%|▋ | 1326/20000 [1:43:56<18:52:52, 3.64s/it] 7%|▋ | 1327/20000 [1:44:06<29:04:48, 5.61s/it] 7%|▋ | 1328/20000 [1:44:13<30:42:56, 5.92s/it] 7%|▋ | 1329/20000 [1:44:19<30:54:50, 5.96s/it] 7%|▋ | 1330/20000 [1:44:24<30:22:44, 5.86s/it] 7%|▋ | 1331/20000 [1:44:30<29:27:38, 5.68s/it] 7%|▋ | 1332/20000 [1:44:35<28:23:55, 5.48s/it] 7%|▋ | 1333/20000 [1:44:39<26:58:48, 5.20s/it] 7%|▋ | 1334/20000 [1:44:43<25:39:18, 4.95s/it] 7%|▋ | 1335/20000 [1:44:48<24:25:44, 4.71s/it] 7%|▋ | 1336/20000 [1:44:52<23:40:30, 4.57s/it] 7%|▋ | 1337/20000 [1:44:56<23:03:34, 4.45s/it] 7%|▋ | 1338/20000 [1:45:00<22:13:55, 4.29s/it] 7%|▋ | 1339/20000 [1:45:04<21:24:58, 4.13s/it] 7%|▋ | 1340/20000 [1:45:07<20:42:13, 3.99s/it] 7%|▋ | 1341/20000 [1:45:11<19:51:27, 3.83s/it] 7%|▋ | 1342/20000 [1:45:14<18:55:57, 3.65s/it] 7%|▋ | 1343/20000 [1:45:17<17:58:26, 3.47s/it] 7%|▋ | 1344/20000 [1:45:20<16:51:59, 3.25s/it] 7%|▋ | 1345/20000 [1:45:22<15:01:47, 2.90s/it] 7%|▋ | 1346/20000 [1:45:31<24:27:10, 4.72s/it] 7%|▋ | 1347/20000 [1:45:38<27:32:38, 5.32s/it] 7%|▋ | 1348/20000 [1:45:44<28:37:59, 5.53s/it] 7%|▋ | 1349/20000 [1:45:49<28:34:08, 5.51s/it] 7%|▋ | 1350/20000 [1:45:54<27:55:20, 5.39s/it] 7%|▋ | 1351/20000 [1:45:59<27:11:46, 5.25s/it] 7%|▋ | 1352/20000 [1:46:04<26:35:45, 5.13s/it] 7%|▋ | 1353/20000 [1:46:09<25:50:08, 4.99s/it] 7%|▋ | 1354/20000 [1:46:13<25:01:32, 4.83s/it] 7%|▋ | 1355/20000 [1:46:17<24:19:21, 4.70s/it] 7%|▋ | 1356/20000 [1:46:22<23:17:58, 4.50s/it] 7%|▋ | 1357/20000 [1:46:26<22:32:34, 4.35s/it] 7%|▋ | 1358/20000 [1:46:29<21:47:10, 4.21s/it] 7%|▋ | 1359/20000 [1:46:33<20:50:44, 4.03s/it] 7%|▋ | 1360/20000 [1:46:36<19:52:46, 3.84s/it] 7%|▋ | 1361/20000 [1:46:40<18:55:21, 3.65s/it] 7%|▋ | 1362/20000 [1:46:43<17:52:39, 3.45s/it] 7%|▋ | 1363/20000 [1:46:45<16:38:49, 3.22s/it] 7%|▋ | 1364/20000 [1:46:47<14:48:06, 2.86s/it] 7%|▋ | 1365/20000 [1:46:57<24:38:59, 4.76s/it] 7%|▋ | 1366/20000 [1:47:03<27:25:46, 5.30s/it] 7%|▋ | 1367/20000 [1:47:09<28:22:28, 5.48s/it] 7%|▋ | 1368/20000 [1:47:14<28:26:08, 5.49s/it] 7%|▋ | 1369/20000 [1:47:20<27:59:49, 5.41s/it] 7%|▋ | 1370/20000 [1:47:25<27:14:25, 5.26s/it] 7%|▋ | 1371/20000 [1:47:29<26:21:28, 5.09s/it] 7%|▋ | 1372/20000 [1:47:34<25:30:12, 4.93s/it] 7%|▋ | 1373/20000 [1:47:38<24:39:54, 4.77s/it] 7%|▋ | 1374/20000 [1:47:42<23:49:49, 4.61s/it] 7%|▋ | 1375/20000 [1:47:47<23:01:30, 4.45s/it] 7%|▋ | 1376/20000 [1:47:50<22:03:27, 4.26s/it] 7%|▋ | 1377/20000 [1:47:54<21:06:35, 4.08s/it] 7%|▋ | 1378/20000 [1:47:58<20:21:17, 3.93s/it] 7%|▋ | 1379/20000 [1:48:01<19:35:05, 3.79s/it] 7%|▋ | 1380/20000 [1:48:04<18:41:57, 3.62s/it] 7%|▋ | 1381/20000 [1:48:07<17:46:55, 3.44s/it] 7%|▋ | 1382/20000 [1:48:10<16:28:59, 3.19s/it] 7%|▋ | 1383/20000 [1:48:12<14:18:08, 2.77s/it] 7%|▋ | 1384/20000 [1:48:21<24:48:02, 4.80s/it] 7%|▋ | 1385/20000 [1:48:28<28:07:03, 5.44s/it] 7%|▋ | 1386/20000 [1:48:35<29:38:41, 5.73s/it] 7%|▋ | 1387/20000 [1:48:40<29:20:34, 5.68s/it] 7%|▋ | 1388/20000 [1:48:45<28:46:51, 5.57s/it] 7%|▋ | 1389/20000 [1:48:50<27:51:50, 5.39s/it] 7%|▋ | 1390/20000 [1:48:55<26:53:58, 5.20s/it] 7%|▋ | 1391/20000 [1:49:00<25:50:18, 5.00s/it] 7%|▋ | 1392/20000 [1:49:04<24:53:02, 4.81s/it] 7%|▋ | 1393/20000 [1:49:08<23:53:42, 4.62s/it] 7%|▋ | 1394/20000 [1:49:12<22:55:52, 4.44s/it] 7%|▋ | 1395/20000 [1:49:16<22:01:19, 4.26s/it] 7%|▋ | 1396/20000 [1:49:20<21:00:55, 4.07s/it] 7%|▋ | 1397/20000 [1:49:23<20:12:49, 3.91s/it] 7%|▋ | 1398/20000 [1:49:27<19:25:36, 3.76s/it] 7%|▋ | 1399/20000 [1:49:30<18:36:05, 3.60s/it] 7%|▋ | 1400/20000 [1:49:33<17:39:38, 3.42s/it] 7%|▋ | 1401/20000 [1:49:36<16:31:07, 3.20s/it] 7%|▋ | 1402/20000 [1:49:38<14:42:14, 2.85s/it] 7%|▋ | 1403/20000 [1:49:44<20:22:43, 3.94s/it] 7%|▋ | 1404/20000 [1:49:47<19:16:00, 3.73s/it] 7%|▋ | 1405/20000 [1:49:58<29:29:29, 5.71s/it] 7%|▋ | 1406/20000 [1:50:04<30:54:56, 5.99s/it] 7%|▋ | 1407/20000 [1:50:10<30:53:30, 5.98s/it] 7%|▋ | 1408/20000 [1:50:16<30:02:22, 5.82s/it] 7%|▋ | 1409/20000 [1:50:21<28:57:09, 5.61s/it] 7%|▋ | 1410/20000 [1:50:26<27:55:21, 5.41s/it] 7%|▋ | 1411/20000 [1:50:30<26:40:46, 5.17s/it] 7%|▋ | 1412/20000 [1:50:35<26:06:27, 5.06s/it] 7%|▋ | 1413/20000 [1:50:40<25:36:13, 4.96s/it] 7%|▋ | 1414/20000 [1:50:45<25:11:32, 4.88s/it] 7%|▋ | 1415/20000 [1:50:49<24:32:33, 4.75s/it] 7%|▋ | 1416/20000 [1:50:53<23:41:29, 4.59s/it] 7%|▋ | 1417/20000 [1:50:57<22:57:50, 4.45s/it] 7%|▋ | 1418/20000 [1:51:01<22:13:23, 4.31s/it] 7%|▋ | 1419/20000 [1:51:05<21:21:24, 4.14s/it] 7%|▋ | 1420/20000 [1:51:09<20:19:08, 3.94s/it] 7%|▋ | 1421/20000 [1:51:12<19:03:04, 3.69s/it] 7%|▋ | 1422/20000 [1:51:15<17:40:53, 3.43s/it] 7%|▋ | 1423/20000 [1:51:17<15:30:03, 3.00s/it] 7%|▋ | 1424/20000 [1:51:26<25:01:50, 4.85s/it] 7%|▋ | 1425/20000 [1:51:32<27:59:24, 5.42s/it] 7%|▋ | 1426/20000 [1:51:39<28:55:49, 5.61s/it] 7%|▋ | 1427/20000 [1:51:44<28:57:17, 5.61s/it] 7%|▋ | 1428/20000 [1:51:49<28:31:44, 5.53s/it] 7%|▋ | 1429/20000 [1:51:55<27:50:28, 5.40s/it] 7%|▋ | 1430/20000 [1:51:59<26:47:26, 5.19s/it] 7%|▋ | 1431/20000 [1:52:04<25:45:28, 4.99s/it] 7%|▋ | 1432/20000 [1:52:08<24:49:59, 4.81s/it] 7%|▋ | 1433/20000 [1:52:12<23:55:36, 4.64s/it] 7%|▋ | 1434/20000 [1:52:16<22:59:53, 4.46s/it] 7%|▋ | 1435/20000 [1:52:20<22:06:44, 4.29s/it] 7%|▋ | 1436/20000 [1:52:24<21:15:06, 4.12s/it] 7%|▋ | 1437/20000 [1:52:28<20:33:14, 3.99s/it] 7%|▋ | 1438/20000 [1:52:31<19:37:22, 3.81s/it] 7%|▋ | 1439/20000 [1:52:34<18:41:17, 3.62s/it] 7%|▋ | 1440/20000 [1:52:37<17:42:19, 3.43s/it] 7%|▋ | 1441/20000 [1:52:40<16:32:46, 3.21s/it] 7%|▋ | 1442/20000 [1:52:42<14:31:22, 2.82s/it] 7%|▋ | 1443/20000 [1:52:51<24:15:14, 4.71s/it] 7%|▋ | 1444/20000 [1:52:58<27:41:58, 5.37s/it] 7%|▋ | 1445/20000 [1:53:04<29:02:24, 5.63s/it] 7%|▋ | 1446/20000 [1:53:10<28:59:58, 5.63s/it] 7%|▋ | 1447/20000 [1:53:15<28:30:49, 5.53s/it] 7%|▋ | 1448/20000 [1:53:20<27:36:46, 5.36s/it] 7%|▋ | 1449/20000 [1:53:25<26:37:54, 5.17s/it] 7%|▋ | 1450/20000 [1:53:29<25:41:40, 4.99s/it] 7%|▋ | 1451/20000 [1:53:34<24:45:23, 4.80s/it] 7%|▋ | 1452/20000 [1:53:38<23:49:13, 4.62s/it] 7%|▋ | 1453/20000 [1:53:42<22:54:52, 4.45s/it] 7%|▋ | 1454/20000 [1:53:46<22:03:54, 4.28s/it] 7%|▋ | 1455/20000 [1:53:50<21:02:30, 4.08s/it] 7%|▋ | 1456/20000 [1:53:53<20:11:13, 3.92s/it] 7%|▋ | 1457/20000 [1:53:57<19:37:37, 3.81s/it] 7%|▋ | 1458/20000 [1:54:00<18:56:14, 3.68s/it] 7%|▋ | 1459/20000 [1:54:03<17:54:31, 3.48s/it] 7%|▋ | 1460/20000 [1:54:06<16:46:09, 3.26s/it] 7%|▋ | 1461/20000 [1:54:08<15:00:10, 2.91s/it] 7%|▋ | 1462/20000 [1:54:17<25:04:47, 4.87s/it] 7%|▋ | 1463/20000 [1:54:24<28:03:02, 5.45s/it] 7%|▋ | 1464/20000 [1:54:30<28:54:25, 5.61s/it] 7%|▋ | 1465/20000 [1:54:36<28:47:50, 5.59s/it] 7%|▋ | 1466/20000 [1:54:41<28:10:56, 5.47s/it] 7%|▋ | 1467/20000 [1:54:46<27:33:07, 5.35s/it] 7%|▋ | 1468/20000 [1:54:50<26:24:31, 5.13s/it] 7%|▋ | 1469/20000 [1:54:55<25:23:32, 4.93s/it] 7%|▋ | 1470/20000 [1:54:59<24:06:00, 4.68s/it] 7%|▋ | 1471/20000 [1:55:03<23:33:30, 4.58s/it] 7%|▋ | 1472/20000 [1:55:07<22:43:29, 4.42s/it] 7%|▋ | 1473/20000 [1:55:11<21:54:41, 4.26s/it] 7%|▋ | 1474/20000 [1:55:15<21:14:19, 4.13s/it] 7%|▋ | 1475/20000 [1:55:19<20:27:42, 3.98s/it] 7%|▋ | 1476/20000 [1:55:22<19:33:05, 3.80s/it] 7%|▋ | 1477/20000 [1:55:25<18:47:02, 3.65s/it] 7%|▋ | 1478/20000 [1:55:28<17:48:43, 3.46s/it] 7%|▋ | 1479/20000 [1:55:31<16:48:55, 3.27s/it] 7%|▋ | 1480/20000 [1:55:33<14:53:51, 2.90s/it] 7%|▋ | 1481/20000 [1:55:39<19:23:19, 3.77s/it] 7%|▋ | 1482/20000 [1:55:42<18:23:29, 3.58s/it] 7%|▋ | 1483/20000 [1:55:53<28:57:15, 5.63s/it] 7%|▋ | 1484/20000 [1:55:59<30:37:29, 5.95s/it] 7%|▋ | 1485/20000 [1:56:05<30:45:47, 5.98s/it] 7%|▋ | 1486/20000 [1:56:11<29:38:14, 5.76s/it] 7%|▋ | 1487/20000 [1:56:16<28:30:24, 5.54s/it] 7%|▋ | 1488/20000 [1:56:21<27:50:42, 5.41s/it] 7%|▋ | 1489/20000 [1:56:26<26:53:01, 5.23s/it] 7%|▋ | 1490/20000 [1:56:30<25:53:45, 5.04s/it] 7%|▋ | 1491/20000 [1:56:35<24:59:38, 4.86s/it] 7%|▋ | 1492/20000 [1:56:39<24:08:59, 4.70s/it] 7%|▋ | 1493/20000 [1:56:43<23:31:33, 4.58s/it] 7%|▋ | 1494/20000 [1:56:47<22:35:23, 4.39s/it] 7%|▋ | 1495/20000 [1:56:51<21:40:38, 4.22s/it] 7%|▋ | 1496/20000 [1:56:55<21:09:21, 4.12s/it] 7%|▋ | 1497/20000 [1:56:58<20:13:46, 3.94s/it] 7%|▋ | 1498/20000 [1:57:02<19:26:35, 3.78s/it] 7%|▋ | 1499/20000 [1:57:05<18:25:35, 3.59s/it] 8%|▊ | 1500/20000 [1:57:08<17:16:26, 3.36s/it] 8%|▊ | 1500/20000 [1:57:08<17:16:26, 3.36s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09705421328544617, 'eval_wer': 0.09361984935755427, 'eval_runtime': 74.0065, 'eval_samples_per_second': 25.092, 'eval_steps_per_second': 1.054, 'epoch': 12.82} {'loss': 0.0614, 'learning_rate': 0.00047435897435897434, 'epoch': 19.23} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:31, 2.40it/s][A 4%|▍ | 3/78 [00:01<00:41, 1.83it/s][A 5%|▌ | 4/78 [00:02<00:45, 1.62it/s][A 6%|▋ | 5/78 [00:03<00:50, 1.44it/s][A 8%|▊ | 6/78 [00:04<00:57, 1.26it/s][A 9%|▉ | 7/78 [00:05<01:03, 1.13it/s][A 10%|█ | 8/78 [00:06<01:07, 1.04it/s][A 12%|█▏ | 9/78 [00:07<01:09, 1.01s/it][A 13%|█▎ | 10/78 [00:08<01:07, 1.00it/s][A 14%|█▍ | 11/78 [00:09<01:05, 1.03it/s][A 15%|█▌ | 12/78 [00:10<01:01, 1.07it/s][A 17%|█▋ | 13/78 [00:10<00:57, 1.13it/s][A 18%|█▊ | 14/78 [00:11<00:58, 1.10it/s][A 19%|█▉ | 15/78 [00:12<00:59, 1.06it/s][A 21%|██ | 16/78 [00:13<00:59, 1.04it/s][A 22%|██▏ | 17/78 [00:14<00:57, 1.06it/s][A 23%|██▎ | 18/78 [00:15<00:59, 1.01it/s][A 24%|██▍ | 19/78 [00:16<00:56, 1.04it/s][A 26%|██▌ | 20/78 [00:17<00:52, 1.11it/s][A 27%|██▋ | 21/78 [00:18<00:53, 1.06it/s][A 28%|██▊ | 22/78 [00:19<00:51, 1.10it/s][A 29%|██▉ | 23/78 [00:20<00:49, 1.12it/s][A 31%|███ | 24/78 [00:21<00:49, 1.09it/s][A 32%|███▏ | 25/78 [00:22<00:47, 1.12it/s][A 33%|███▎ | 26/78 [00:22<00:45, 1.15it/s][A 35%|███▍ | 27/78 [00:23<00:43, 1.17it/s][A 36%|███▌ | 28/78 [00:24<00:44, 1.13it/s][A 37%|███▋ | 29/78 [00:25<00:41, 1.19it/s][A 38%|███▊ | 30/78 [00:26<00:42, 1.12it/s][A 40%|███▉ | 31/78 [00:27<00:40, 1.16it/s][A 41%|████ | 32/78 [00:28<00:39, 1.17it/s][A 42%|████▏ | 33/78 [00:28<00:37, 1.19it/s][A 44%|████▎ | 34/78 [00:29<00:36, 1.22it/s][A 45%|████▍ | 35/78 [00:30<00:34, 1.24it/s][A 46%|████▌ | 36/78 [00:31<00:33, 1.24it/s][A 47%|████▋ | 37/78 [00:32<00:34, 1.19it/s][A 49%|████▊ | 38/78 [00:33<00:34, 1.15it/s][A 50%|█████ | 39/78 [00:34<00:37, 1.03it/s][A 51%|█████▏ | 40/78 [00:35<00:37, 1.02it/s][A 53%|█████▎ | 41/78 [00:36<00:39, 1.07s/it][A 54%|█████▍ | 42/78 [00:37<00:37, 1.04s/it][A 55%|█████▌ | 43/78 [00:38<00:36, 1.05s/it][A 56%|█████▋ | 44/78 [00:39<00:35, 1.05s/it][A 58%|█████▊ | 45/78 [00:40<00:33, 1.02s/it][A 59%|█████▉ | 46/78 [00:42<00:39, 1.23s/it][A 60%|██████ | 47/78 [00:43<00:34, 1.11s/it][A 62%|██████▏ | 48/78 [00:44<00:30, 1.03s/it][A 63%|██████▎ | 49/78 [00:44<00:27, 1.06it/s][A 64%|██████▍ | 50/78 [00:45<00:25, 1.09it/s][A 65%|██████▌ | 51/78 [00:46<00:23, 1.16it/s][A 67%|██████▋ | 52/78 [00:47<00:22, 1.18it/s][A 68%|██████▊ | 53/78 [00:48<00:20, 1.19it/s][A 69%|██████▉ | 54/78 [00:48<00:21, 1.13it/s][A 71%|███████ | 55/78 [00:49<00:20, 1.10it/s][A 72%|███████▏ | 56/78 [00:50<00:20, 1.09it/s][A 73%|███████▎ | 57/78 [00:52<00:22, 1.07s/it][A 74%|███████▍ | 58/78 [00:53<00:21, 1.06s/it][A 76%|███████▌ | 59/78 [00:54<00:20, 1.08s/it][A 77%|███████▋ | 60/78 [00:55<00:18, 1.04s/it][A 78%|███████▊ | 61/78 [00:56<00:17, 1.02s/it][A 79%|███████▉ | 62/78 [00:57<00:16, 1.00s/it][A 81%|████████ | 63/78 [00:58<00:14, 1.01it/s][A 82%|████████▏ | 64/78 [00:59<00:13, 1.02it/s][A 83%|████████▎ | 65/78 [01:00<00:12, 1.03it/s][A 85%|████████▍ | 66/78 [01:01<00:11, 1.06it/s][A 86%|████████▌ | 67/78 [01:02<00:10, 1.05it/s][A 87%|████████▋ | 68/78 [01:02<00:09, 1.06it/s][A 88%|████████▊ | 69/78 [01:03<00:08, 1.07it/s][A 90%|████████▉ | 70/78 [01:04<00:07, 1.02it/s][A 91%|█████████ | 71/78 [01:05<00:06, 1.06it/s][A 92%|█████████▏| 72/78 [01:06<00:05, 1.07it/s][A 94%|█████████▎| 73/78 [01:07<00:04, 1.05it/s][A 95%|█████████▍| 74/78 [01:08<00:03, 1.05it/s][A 96%|█████████▌| 75/78 [01:09<00:02, 1.06it/s][A 97%|█████████▋| 76/78 [01:10<00:01, 1.05it/s][A 99%|█████████▊| 77/78 [01:11<00:00, 1.09it/s][A 100%|██████████| 78/78 [01:11<00:00, 1.37it/s][A [A 8%|▊ | 1500/20000 [1:58:22<17:16:26, 3.36s/it] 100%|██████████| 78/78 [01:13<00:00, 1.37it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-1500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-1500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-1500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-1500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-1000] due to args.save_total_limit 8%|▊ | 1501/20000 [1:58:37<150:19:13, 29.25s/it] 8%|▊ | 1502/20000 [1:58:48<121:02:07, 23.56s/it] 8%|▊ | 1503/20000 [1:58:55<95:45:43, 18.64s/it] 8%|▊ | 1504/20000 [1:59:01<76:49:46, 14.95s/it] 8%|▊ | 1505/20000 [1:59:07<62:35:40, 12.18s/it] 8%|▊ | 1506/20000 [1:59:12<52:02:52, 10.13s/it] 8%|▊ | 1507/20000 [1:59:17<44:19:54, 8.63s/it] 8%|▊ | 1508/20000 [1:59:22<38:36:12, 7.52s/it] 8%|▊ | 1509/20000 [1:59:27<34:08:09, 6.65s/it] 8%|▊ | 1510/20000 [1:59:32<30:49:49, 6.00s/it] 8%|▊ | 1511/20000 [1:59:36<28:16:06, 5.50s/it] 8%|▊ | 1512/20000 [1:59:40<26:05:57, 5.08s/it] 8%|▊ | 1513/20000 [1:59:44<23:54:52, 4.66s/it] 8%|▊ | 1514/20000 [1:59:47<22:42:16, 4.42s/it] 8%|▊ | 1515/20000 [1:59:51<21:32:54, 4.20s/it] 8%|▊ | 1516/20000 [1:59:55<20:15:32, 3.95s/it] 8%|▊ | 1517/20000 [1:59:58<19:05:37, 3.72s/it] 8%|▊ | 1518/20000 [2:00:01<17:55:35, 3.49s/it] 8%|▊ | 1519/20000 [2:00:03<16:46:21, 3.27s/it] 8%|▊ | 1520/20000 [2:00:05<14:42:43, 2.87s/it] 8%|▊ | 1521/20000 [2:00:14<24:04:22, 4.69s/it] 8%|▊ | 1522/20000 [2:00:21<26:54:20, 5.24s/it] 8%|▊ | 1523/20000 [2:00:27<27:54:06, 5.44s/it] 8%|▊ | 1524/20000 [2:00:32<28:10:40, 5.49s/it] 8%|▊ | 1525/20000 [2:00:38<27:52:51, 5.43s/it] 8%|▊ | 1526/20000 [2:00:43<27:11:26, 5.30s/it] 8%|▊ | 1527/20000 [2:00:47<26:11:36, 5.10s/it] 8%|▊ | 1528/20000 [2:00:51<24:51:00, 4.84s/it] 8%|▊ | 1529/20000 [2:00:56<24:18:11, 4.74s/it] 8%|▊ | 1530/20000 [2:01:00<23:48:31, 4.64s/it] 8%|▊ | 1531/20000 [2:01:04<22:58:49, 4.48s/it] 8%|▊ | 1532/20000 [2:01:08<22:03:23, 4.30s/it] 8%|▊ | 1533/20000 [2:01:12<21:11:30, 4.13s/it] 8%|▊ | 1534/20000 [2:01:16<20:21:23, 3.97s/it] 8%|▊ | 1535/20000 [2:01:19<19:29:19, 3.80s/it] 8%|▊ | 1536/20000 [2:01:22<18:40:16, 3.64s/it] 8%|▊ | 1537/20000 [2:01:25<17:44:49, 3.46s/it] 8%|▊ | 1538/20000 [2:01:28<16:37:19, 3.24s/it] 8%|▊ | 1539/20000 [2:01:30<14:43:36, 2.87s/it] 8%|▊ | 1540/20000 [2:01:39<24:06:58, 4.70s/it] 8%|▊ | 1541/20000 [2:01:46<27:22:34, 5.34s/it] 8%|▊ | 1542/20000 [2:01:52<28:47:34, 5.62s/it] 8%|▊ | 1543/20000 [2:01:58<28:36:31, 5.58s/it] 8%|▊ | 1544/20000 [2:02:03<28:08:01, 5.49s/it] 8%|▊ | 1545/20000 [2:02:09<28:25:39, 5.55s/it] 8%|▊ | 1546/20000 [2:02:14<27:59:40, 5.46s/it] 8%|▊ | 1547/20000 [2:02:19<27:13:49, 5.31s/it] 8%|▊ | 1548/20000 [2:02:24<26:36:15, 5.19s/it] 8%|▊ | 1549/20000 [2:02:29<25:53:05, 5.05s/it] 8%|▊ | 1550/20000 [2:02:33<24:59:42, 4.88s/it] 8%|▊ | 1551/20000 [2:02:37<24:04:42, 4.70s/it] 8%|▊ | 1552/20000 [2:02:41<23:12:36, 4.53s/it] 8%|▊ | 1553/20000 [2:02:45<22:30:39, 4.39s/it] 8%|▊ | 1554/20000 [2:02:49<21:12:04, 4.14s/it] 8%|▊ | 1555/20000 [2:02:52<19:54:33, 3.89s/it] 8%|▊ | 1556/20000 [2:02:55<18:37:17, 3.63s/it] 8%|▊ | 1557/20000 [2:02:58<17:09:22, 3.35s/it] 8%|▊ | 1558/20000 [2:03:00<15:03:26, 2.94s/it] 8%|▊ | 1559/20000 [2:03:06<19:40:57, 3.84s/it] 8%|▊ | 1560/20000 [2:03:09<18:24:19, 3.59s/it] 8%|▊ | 1561/20000 [2:03:19<28:56:21, 5.65s/it] 8%|▊ | 1562/20000 [2:03:26<30:45:45, 6.01s/it] 8%|▊ | 1563/20000 [2:03:32<30:55:06, 6.04s/it] 8%|▊ | 1564/20000 [2:03:38<30:14:09, 5.90s/it] 8%|▊ | 1565/20000 [2:03:43<29:16:02, 5.72s/it] 8%|▊ | 1566/20000 [2:03:48<28:20:00, 5.53s/it] 8%|▊ | 1567/20000 [2:03:53<27:05:47, 5.29s/it] 8%|▊ | 1568/20000 [2:03:58<26:01:03, 5.08s/it] 8%|▊ | 1569/20000 [2:04:02<24:59:55, 4.88s/it] 8%|▊ | 1570/20000 [2:04:06<24:11:15, 4.72s/it] 8%|▊ | 1571/20000 [2:04:11<23:12:44, 4.53s/it] 8%|▊ | 1572/20000 [2:04:14<22:00:10, 4.30s/it] 8%|▊ | 1573/20000 [2:04:18<21:11:33, 4.14s/it] 8%|▊ | 1574/20000 [2:04:22<20:27:42, 4.00s/it] 8%|▊ | 1575/20000 [2:04:25<19:34:36, 3.83s/it] 8%|▊ | 1576/20000 [2:04:28<18:44:18, 3.66s/it] 8%|▊ | 1577/20000 [2:04:32<17:53:53, 3.50s/it] 8%|▊ | 1578/20000 [2:04:34<16:45:14, 3.27s/it] 8%|▊ | 1579/20000 [2:04:36<14:53:11, 2.91s/it] 8%|▊ | 1580/20000 [2:04:45<24:04:07, 4.70s/it] 8%|▊ | 1581/20000 [2:04:52<27:22:47, 5.35s/it] 8%|▊ | 1582/20000 [2:04:58<28:11:54, 5.51s/it] 8%|▊ | 1583/20000 [2:05:03<28:04:20, 5.49s/it] 8%|▊ | 1584/20000 [2:05:09<27:32:09, 5.38s/it] 8%|▊ | 1585/20000 [2:05:13<26:47:43, 5.24s/it] 8%|▊ | 1586/20000 [2:05:18<25:53:32, 5.06s/it] 8%|▊ | 1587/20000 [2:05:22<24:44:47, 4.84s/it] 8%|▊ | 1588/20000 [2:05:27<24:07:18, 4.72s/it] 8%|▊ | 1589/20000 [2:05:31<23:22:37, 4.57s/it] 8%|▊ | 1590/20000 [2:05:35<22:23:43, 4.38s/it] 8%|▊ | 1591/20000 [2:05:39<21:29:44, 4.20s/it] 8%|▊ | 1592/20000 [2:05:42<20:29:22, 4.01s/it] 8%|▊ | 1593/20000 [2:05:46<19:36:18, 3.83s/it] 8%|▊ | 1594/20000 [2:05:49<18:51:39, 3.69s/it] 8%|▊ | 1595/20000 [2:05:52<18:07:28, 3.55s/it] 8%|▊ | 1596/20000 [2:05:55<17:23:07, 3.40s/it] 8%|▊ | 1597/20000 [2:05:58<16:16:57, 3.19s/it] 8%|▊ | 1598/20000 [2:06:00<14:24:00, 2.82s/it] 8%|▊ | 1599/20000 [2:06:09<24:15:43, 4.75s/it] 8%|▊ | 1600/20000 [2:06:16<27:26:28, 5.37s/it] 8%|▊ | 1601/20000 [2:06:23<29:23:50, 5.75s/it] 8%|▊ | 1602/20000 [2:06:29<29:31:04, 5.78s/it] 8%|▊ | 1603/20000 [2:06:34<28:57:07, 5.67s/it] 8%|▊ | 1604/20000 [2:06:39<28:22:51, 5.55s/it] 8%|▊ | 1605/20000 [2:06:44<27:40:11, 5.42s/it] 8%|▊ | 1606/20000 [2:06:49<26:49:17, 5.25s/it] 8%|▊ | 1607/20000 [2:06:54<26:03:06, 5.10s/it] 8%|▊ | 1608/20000 [2:06:58<25:01:02, 4.90s/it] 8%|▊ | 1609/20000 [2:07:03<24:05:27, 4.72s/it] 8%|▊ | 1610/20000 [2:07:07<23:09:54, 4.53s/it] 8%|▊ | 1611/20000 [2:07:11<22:35:16, 4.42s/it] 8%|▊ | 1612/20000 [2:07:15<21:46:50, 4.26s/it] 8%|▊ | 1613/20000 [2:07:19<21:00:05, 4.11s/it] 8%|▊ | 1614/20000 [2:07:22<19:58:08, 3.91s/it] 8%|▊ | 1615/20000 [2:07:25<19:03:55, 3.73s/it] 8%|▊ | 1616/20000 [2:07:28<17:52:04, 3.50s/it] 8%|▊ | 1617/20000 [2:07:31<15:50:14, 3.10s/it] 8%|▊ | 1618/20000 [2:07:41<26:58:50, 5.28s/it] 8%|▊ | 1619/20000 [2:07:48<29:20:34, 5.75s/it] 8%|▊ | 1620/20000 [2:07:54<29:52:54, 5.85s/it] 8%|▊ | 1621/20000 [2:07:59<29:28:41, 5.77s/it] 8%|▊ | 1622/20000 [2:08:05<28:39:40, 5.61s/it] 8%|▊ | 1623/20000 [2:08:10<27:47:04, 5.44s/it] 8%|▊ | 1624/20000 [2:08:14<26:43:53, 5.24s/it] 8%|▊ | 1625/20000 [2:08:19<25:40:03, 5.03s/it] 8%|▊ | 1626/20000 [2:08:23<24:42:22, 4.84s/it] 8%|▊ | 1627/20000 [2:08:28<23:46:54, 4.66s/it] 8%|▊ | 1628/20000 [2:08:32<22:53:03, 4.48s/it] 8%|▊ | 1629/20000 [2:08:36<22:05:52, 4.33s/it] 8%|▊ | 1630/20000 [2:08:40<21:16:26, 4.17s/it] 8%|▊ | 1631/20000 [2:08:43<20:41:55, 4.06s/it] 8%|▊ | 1632/20000 [2:08:47<19:43:45, 3.87s/it] 8%|▊ | 1633/20000 [2:08:50<18:46:29, 3.68s/it] 8%|▊ | 1634/20000 [2:08:53<17:43:40, 3.47s/it] 8%|▊ | 1635/20000 [2:08:56<16:18:25, 3.20s/it] 8%|▊ | 1636/20000 [2:08:58<15:05:06, 2.96s/it] 8%|▊ | 1637/20000 [2:09:04<20:15:35, 3.97s/it] 8%|▊ | 1638/20000 [2:09:08<19:17:34, 3.78s/it] 8%|▊ | 1639/20000 [2:09:18<29:37:40, 5.81s/it] 8%|▊ | 1640/20000 [2:09:25<31:11:18, 6.12s/it] 8%|▊ | 1641/20000 [2:09:31<31:11:13, 6.12s/it] 8%|▊ | 1642/20000 [2:09:37<30:23:47, 5.96s/it] 8%|▊ | 1643/20000 [2:09:42<29:19:13, 5.75s/it] 8%|▊ | 1644/20000 [2:09:47<28:13:31, 5.54s/it] 8%|▊ | 1645/20000 [2:09:52<26:59:40, 5.29s/it] 8%|▊ | 1646/20000 [2:09:56<25:50:56, 5.07s/it] 8%|▊ | 1647/20000 [2:10:01<24:50:32, 4.87s/it] 8%|▊ | 1648/20000 [2:10:05<23:29:15, 4.61s/it] 8%|▊ | 1649/20000 [2:10:09<22:42:23, 4.45s/it] 8%|▊ | 1650/20000 [2:10:13<21:57:35, 4.31s/it] 8%|▊ | 1651/20000 [2:10:16<21:08:12, 4.15s/it] 8%|▊ | 1652/20000 [2:10:20<20:20:23, 3.99s/it] 8%|▊ | 1653/20000 [2:10:24<19:26:35, 3.82s/it] 8%|▊ | 1654/20000 [2:10:27<18:32:43, 3.64s/it] 8%|▊ | 1655/20000 [2:10:30<17:34:06, 3.45s/it] 8%|▊ | 1656/20000 [2:10:32<16:23:09, 3.22s/it] 8%|▊ | 1657/20000 [2:10:34<14:37:33, 2.87s/it] 8%|▊ | 1658/20000 [2:10:43<23:10:36, 4.55s/it] 8%|▊ | 1659/20000 [2:10:49<26:10:11, 5.14s/it] 8%|▊ | 1660/20000 [2:10:55<27:15:23, 5.35s/it] 8%|▊ | 1661/20000 [2:11:01<27:20:35, 5.37s/it] 8%|▊ | 1662/20000 [2:11:06<26:57:43, 5.29s/it] 8%|▊ | 1663/20000 [2:11:11<26:14:40, 5.15s/it] 8%|▊ | 1664/20000 [2:11:15<25:10:22, 4.94s/it] 8%|▊ | 1665/20000 [2:11:20<24:29:12, 4.81s/it] 8%|▊ | 1666/20000 [2:11:24<23:42:19, 4.65s/it] 8%|▊ | 1667/20000 [2:11:28<22:55:41, 4.50s/it] 8%|▊ | 1668/20000 [2:11:32<22:09:36, 4.35s/it] 8%|▊ | 1669/20000 [2:11:36<21:23:29, 4.20s/it] 8%|▊ | 1670/20000 [2:11:40<20:38:30, 4.05s/it] 8%|▊ | 1671/20000 [2:11:43<19:58:16, 3.92s/it] 8%|▊ | 1672/20000 [2:11:47<19:10:25, 3.77s/it] 8%|▊ | 1673/20000 [2:11:50<18:17:24, 3.59s/it] 8%|▊ | 1674/20000 [2:11:53<17:18:34, 3.40s/it] 8%|▊ | 1675/20000 [2:11:55<16:12:19, 3.18s/it] 8%|▊ | 1676/20000 [2:11:57<14:24:32, 2.83s/it] 8%|▊ | 1677/20000 [2:12:07<23:58:03, 4.71s/it] 8%|▊ | 1678/20000 [2:12:13<27:06:38, 5.33s/it] 8%|▊ | 1679/20000 [2:12:19<28:03:04, 5.51s/it] 8%|▊ | 1680/20000 [2:12:25<28:08:43, 5.53s/it] 8%|▊ | 1681/20000 [2:12:30<27:47:07, 5.46s/it] 8%|▊ | 1682/20000 [2:12:35<27:08:38, 5.33s/it] 8%|▊ | 1683/20000 [2:12:40<26:14:05, 5.16s/it] 8%|▊ | 1684/20000 [2:12:44<25:19:06, 4.98s/it] 8%|▊ | 1685/20000 [2:12:49<24:26:36, 4.80s/it] 8%|▊ | 1686/20000 [2:12:53<23:38:38, 4.65s/it] 8%|▊ | 1687/20000 [2:12:57<22:47:07, 4.48s/it] 8%|▊ | 1688/20000 [2:13:01<22:01:53, 4.33s/it] 8%|▊ | 1689/20000 [2:13:05<21:21:21, 4.20s/it] 8%|▊ | 1690/20000 [2:13:09<20:39:25, 4.06s/it] 8%|▊ | 1691/20000 [2:13:12<19:45:12, 3.88s/it] 8%|▊ | 1692/20000 [2:13:16<18:49:28, 3.70s/it] 8%|▊ | 1693/20000 [2:13:19<17:57:53, 3.53s/it] 8%|▊ | 1694/20000 [2:13:22<16:58:26, 3.34s/it] 8%|▊ | 1695/20000 [2:13:24<14:57:47, 2.94s/it] 8%|▊ | 1696/20000 [2:13:33<24:51:29, 4.89s/it] 8%|▊ | 1697/20000 [2:13:40<27:50:47, 5.48s/it] 8%|▊ | 1698/20000 [2:13:46<28:38:10, 5.63s/it] 8%|▊ | 1699/20000 [2:13:52<28:35:31, 5.62s/it] 8%|▊ | 1700/20000 [2:13:57<28:06:53, 5.53s/it] 9%|▊ | 1701/20000 [2:14:02<27:19:03, 5.37s/it] 9%|▊ | 1702/20000 [2:14:07<26:25:30, 5.20s/it] 9%|▊ | 1703/20000 [2:14:11<25:26:32, 5.01s/it] 9%|▊ | 1704/20000 [2:14:16<24:31:37, 4.83s/it] 9%|▊ | 1705/20000 [2:14:20<23:37:02, 4.65s/it] 9%|▊ | 1706/20000 [2:14:24<22:45:57, 4.48s/it] 9%|▊ | 1707/20000 [2:14:28<21:51:44, 4.30s/it] 9%|▊ | 1708/20000 [2:14:32<21:02:10, 4.14s/it] 9%|▊ | 1709/20000 [2:14:35<20:01:47, 3.94s/it] 9%|▊ | 1710/20000 [2:14:38<19:06:37, 3.76s/it] 9%|▊ | 1711/20000 [2:14:42<18:26:56, 3.63s/it] 9%|▊ | 1712/20000 [2:14:45<17:31:38, 3.45s/it] 9%|▊ | 1713/20000 [2:14:47<16:21:45, 3.22s/it] 9%|▊ | 1714/20000 [2:14:49<14:33:26, 2.87s/it] 9%|▊ | 1715/20000 [2:14:55<19:14:04, 3.79s/it] 9%|▊ | 1716/20000 [2:14:59<18:12:21, 3.58s/it] 9%|▊ | 1717/20000 [2:15:09<29:01:35, 5.72s/it] 9%|▊ | 1718/20000 [2:15:16<30:49:33, 6.07s/it] 9%|▊ | 1719/20000 [2:15:22<30:50:49, 6.07s/it] 9%|▊ | 1720/20000 [2:15:28<30:13:05, 5.95s/it] 9%|▊ | 1721/20000 [2:15:33<29:05:40, 5.73s/it] 9%|▊ | 1722/20000 [2:15:38<27:56:41, 5.50s/it] 9%|▊ | 1723/20000 [2:15:43<26:32:45, 5.23s/it] 9%|▊ | 1724/20000 [2:15:47<25:18:23, 4.98s/it] 9%|▊ | 1725/20000 [2:15:52<24:33:22, 4.84s/it] 9%|▊ | 1726/20000 [2:15:56<23:44:39, 4.68s/it] 9%|▊ | 1727/20000 [2:16:00<22:55:40, 4.52s/it] 9%|▊ | 1728/20000 [2:16:04<21:58:37, 4.33s/it] 9%|▊ | 1729/20000 [2:16:08<21:04:13, 4.15s/it] 9%|▊ | 1730/20000 [2:16:11<20:19:34, 4.01s/it] 9%|▊ | 1731/20000 [2:16:15<19:34:26, 3.86s/it] 9%|▊ | 1732/20000 [2:16:18<18:37:52, 3.67s/it] 9%|▊ | 1733/20000 [2:16:21<17:36:47, 3.47s/it] 9%|▊ | 1734/20000 [2:16:24<16:24:42, 3.23s/it] 9%|▊ | 1735/20000 [2:16:26<14:38:59, 2.89s/it] 9%|▊ | 1736/20000 [2:16:35<24:50:17, 4.90s/it] 9%|▊ | 1737/20000 [2:16:42<28:03:05, 5.53s/it] 9%|▊ | 1738/20000 [2:16:49<29:08:44, 5.75s/it] 9%|▊ | 1739/20000 [2:16:54<28:28:08, 5.61s/it] 9%|▊ | 1740/20000 [2:16:59<27:54:04, 5.50s/it] 9%|▊ | 1741/20000 [2:17:04<27:09:04, 5.35s/it] 9%|▊ | 1742/20000 [2:17:09<26:10:00, 5.16s/it] 9%|▊ | 1743/20000 [2:17:13<25:15:49, 4.98s/it] 9%|▊ | 1744/20000 [2:17:18<24:21:16, 4.80s/it] 9%|▊ | 1745/20000 [2:17:22<23:24:18, 4.62s/it] 9%|▊ | 1746/20000 [2:17:26<22:35:20, 4.45s/it] 9%|▊ | 1747/20000 [2:17:30<21:40:07, 4.27s/it] 9%|▊ | 1748/20000 [2:17:34<20:55:54, 4.13s/it] 9%|▊ | 1749/20000 [2:17:37<20:17:00, 4.00s/it] 9%|▉ | 1750/20000 [2:17:41<19:42:02, 3.89s/it] 9%|▉ | 1751/20000 [2:17:44<18:52:52, 3.72s/it] 9%|▉ | 1752/20000 [2:17:48<17:59:28, 3.55s/it] 9%|▉ | 1753/20000 [2:17:50<16:50:19, 3.32s/it] 9%|▉ | 1754/20000 [2:17:52<14:56:34, 2.95s/it] 9%|▉ | 1755/20000 [2:18:01<23:07:03, 4.56s/it] 9%|▉ | 1756/20000 [2:18:07<26:15:59, 5.18s/it] 9%|▉ | 1757/20000 [2:18:13<27:16:38, 5.38s/it] 9%|▉ | 1758/20000 [2:18:19<27:25:36, 5.41s/it] 9%|▉ | 1759/20000 [2:18:24<27:02:32, 5.34s/it] 9%|▉ | 1760/20000 [2:18:29<26:19:36, 5.20s/it] 9%|▉ | 1761/20000 [2:18:34<25:40:21, 5.07s/it] 9%|▉ | 1762/20000 [2:18:38<24:48:15, 4.90s/it] 9%|▉ | 1763/20000 [2:18:42<24:03:12, 4.75s/it] 9%|▉ | 1764/20000 [2:18:47<23:21:16, 4.61s/it] 9%|▉ | 1765/20000 [2:18:51<22:32:31, 4.45s/it] 9%|▉ | 1766/20000 [2:18:55<21:40:46, 4.28s/it] 9%|▉ | 1767/20000 [2:18:58<20:55:41, 4.13s/it] 9%|▉ | 1768/20000 [2:19:02<20:12:30, 3.99s/it] 9%|▉ | 1769/20000 [2:19:05<19:17:37, 3.81s/it] 9%|▉ | 1770/20000 [2:19:09<18:15:33, 3.61s/it] 9%|▉ | 1771/20000 [2:19:11<17:00:28, 3.36s/it] 9%|▉ | 1772/20000 [2:19:14<15:42:59, 3.10s/it] 9%|▉ | 1773/20000 [2:19:16<13:54:03, 2.75s/it] 9%|▉ | 1774/20000 [2:19:25<22:59:53, 4.54s/it] 9%|▉ | 1775/20000 [2:19:31<26:11:46, 5.17s/it] 9%|▉ | 1776/20000 [2:19:37<27:38:32, 5.46s/it] 9%|▉ | 1777/20000 [2:19:43<27:55:21, 5.52s/it] 9%|▉ | 1778/20000 [2:19:48<27:37:50, 5.46s/it] 9%|▉ | 1779/20000 [2:19:53<27:05:12, 5.35s/it] 9%|▉ | 1780/20000 [2:19:58<26:08:32, 5.17s/it] 9%|▉ | 1781/20000 [2:20:03<25:21:30, 5.01s/it] 9%|▉ | 1782/20000 [2:20:07<24:27:37, 4.83s/it] 9%|▉ | 1783/20000 [2:20:12<23:39:33, 4.68s/it] 9%|▉ | 1784/20000 [2:20:16<22:53:54, 4.53s/it] 9%|▉ | 1785/20000 [2:20:20<22:07:23, 4.37s/it] 9%|▉ | 1786/20000 [2:20:24<21:22:02, 4.22s/it] 9%|▉ | 1787/20000 [2:20:27<20:46:11, 4.11s/it] 9%|▉ | 1788/20000 [2:20:31<20:04:44, 3.97s/it] 9%|▉ | 1789/20000 [2:20:34<19:04:15, 3.77s/it] 9%|▉ | 1790/20000 [2:20:37<17:59:32, 3.56s/it] 9%|▉ | 1791/20000 [2:20:40<16:36:49, 3.28s/it] 9%|▉ | 1792/20000 [2:20:42<14:23:38, 2.85s/it] 9%|▉ | 1793/20000 [2:20:48<18:45:08, 3.71s/it] 9%|▉ | 1794/20000 [2:20:51<17:52:12, 3.53s/it] 9%|▉ | 1795/20000 [2:21:01<28:25:52, 5.62s/it] 9%|▉ | 1796/20000 [2:21:08<29:43:34, 5.88s/it] 9%|▉ | 1797/20000 [2:21:14<29:35:45, 5.85s/it] 9%|▉ | 1798/20000 [2:21:19<28:48:37, 5.70s/it] 9%|▉ | 1799/20000 [2:21:24<28:09:41, 5.57s/it] 9%|▉ | 1800/20000 [2:21:29<27:26:30, 5.43s/it] 9%|▉ | 1801/20000 [2:21:34<26:19:53, 5.21s/it] 9%|▉ | 1802/20000 [2:21:38<25:23:02, 5.02s/it] 9%|▉ | 1803/20000 [2:21:43<24:35:47, 4.87s/it] 9%|▉ | 1804/20000 [2:21:47<23:41:37, 4.69s/it] 9%|▉ | 1805/20000 [2:21:51<22:50:38, 4.52s/it] 9%|▉ | 1806/20000 [2:21:55<21:58:49, 4.35s/it] 9%|▉ | 1807/20000 [2:21:59<21:06:38, 4.18s/it] 9%|▉ | 1808/20000 [2:22:03<20:24:26, 4.04s/it] 9%|▉ | 1809/20000 [2:22:06<19:32:00, 3.87s/it] 9%|▉ | 1810/20000 [2:22:10<18:37:07, 3.68s/it] 9%|▉ | 1811/20000 [2:22:13<17:43:12, 3.51s/it] 9%|▉ | 1812/20000 [2:22:16<16:44:11, 3.31s/it] 9%|▉ | 1813/20000 [2:22:18<15:02:54, 2.98s/it] 9%|▉ | 1814/20000 [2:22:27<25:16:58, 5.00s/it] 9%|▉ | 1815/20000 [2:22:34<28:11:01, 5.58s/it] 9%|▉ | 1816/20000 [2:22:41<29:23:38, 5.82s/it] 9%|▉ | 1817/20000 [2:22:46<29:09:06, 5.77s/it] 9%|▉ | 1818/20000 [2:22:52<28:35:45, 5.66s/it] 9%|▉ | 1819/20000 [2:22:57<27:39:59, 5.48s/it] 9%|▉ | 1820/20000 [2:23:02<26:34:24, 5.26s/it] 9%|▉ | 1821/20000 [2:23:06<25:48:02, 5.11s/it] 9%|▉ | 1822/20000 [2:23:11<24:56:31, 4.94s/it] 9%|▉ | 1823/20000 [2:23:16<24:30:41, 4.85s/it] 9%|▉ | 1824/20000 [2:23:20<23:40:28, 4.69s/it] 9%|▉ | 1825/20000 [2:23:24<22:34:07, 4.47s/it] 9%|▉ | 1826/20000 [2:23:28<21:33:53, 4.27s/it] 9%|▉ | 1827/20000 [2:23:31<20:39:44, 4.09s/it] 9%|▉ | 1828/20000 [2:23:35<19:44:39, 3.91s/it] 9%|▉ | 1829/20000 [2:23:38<18:51:09, 3.74s/it] 9%|▉ | 1830/20000 [2:23:41<17:47:28, 3.52s/it] 9%|▉ | 1831/20000 [2:23:44<16:28:03, 3.26s/it] 9%|▉ | 1832/20000 [2:23:46<14:26:58, 2.86s/it] 9%|▉ | 1833/20000 [2:23:55<24:01:47, 4.76s/it] 9%|▉ | 1834/20000 [2:24:02<27:06:12, 5.37s/it] 9%|▉ | 1835/20000 [2:24:08<28:08:42, 5.58s/it] 9%|▉ | 1836/20000 [2:24:13<28:12:54, 5.59s/it] 9%|▉ | 1837/20000 [2:24:19<27:38:38, 5.48s/it] 9%|▉ | 1838/20000 [2:24:24<26:56:15, 5.34s/it] 9%|▉ | 1839/20000 [2:24:28<25:58:08, 5.15s/it] 9%|▉ | 1840/20000 [2:24:33<25:01:44, 4.96s/it] 9%|▉ | 1841/20000 [2:24:37<24:08:35, 4.79s/it] 9%|▉ | 1842/20000 [2:24:41<23:17:00, 4.62s/it] 9%|▉ | 1843/20000 [2:24:46<22:31:02, 4.46s/it] 9%|▉ | 1844/20000 [2:24:50<21:44:32, 4.31s/it] 9%|▉ | 1845/20000 [2:24:53<20:52:00, 4.14s/it] 9%|▉ | 1846/20000 [2:24:57<20:13:02, 4.01s/it] 9%|▉ | 1847/20000 [2:25:00<19:24:43, 3.85s/it] 9%|▉ | 1848/20000 [2:25:04<18:33:01, 3.68s/it] 9%|▉ | 1849/20000 [2:25:07<17:50:39, 3.54s/it] 9%|▉ | 1850/20000 [2:25:10<16:38:05, 3.30s/it] 9%|▉ | 1851/20000 [2:25:12<14:56:08, 2.96s/it] 9%|▉ | 1852/20000 [2:25:21<24:20:36, 4.83s/it] 9%|▉ | 1853/20000 [2:25:28<27:18:35, 5.42s/it] 9%|▉ | 1854/20000 [2:25:34<28:00:56, 5.56s/it] 9%|▉ | 1855/20000 [2:25:39<27:54:11, 5.54s/it] 9%|▉ | 1856/20000 [2:25:44<27:27:58, 5.45s/it] 9%|▉ | 1857/20000 [2:25:50<26:54:06, 5.34s/it] 9%|▉ | 1858/20000 [2:25:54<25:55:00, 5.14s/it] 9%|▉ | 1859/20000 [2:25:59<24:44:26, 4.91s/it] 9%|▉ | 1860/20000 [2:26:03<23:48:04, 4.72s/it] 9%|▉ | 1861/20000 [2:26:07<22:44:39, 4.51s/it] 9%|▉ | 1862/20000 [2:26:11<21:47:04, 4.32s/it] 9%|▉ | 1863/20000 [2:26:14<20:49:27, 4.13s/it] 9%|▉ | 1864/20000 [2:26:18<19:57:21, 3.96s/it] 9%|▉ | 1865/20000 [2:26:21<19:11:09, 3.81s/it] 9%|▉ | 1866/20000 [2:26:25<18:20:32, 3.64s/it] 9%|▉ | 1867/20000 [2:26:28<17:32:26, 3.48s/it] 9%|▉ | 1868/20000 [2:26:31<16:50:30, 3.34s/it] 9%|▉ | 1869/20000 [2:26:34<15:53:26, 3.16s/it] 9%|▉ | 1870/20000 [2:26:35<13:57:17, 2.77s/it] 9%|▉ | 1871/20000 [2:26:42<19:08:35, 3.80s/it] 9%|▉ | 1872/20000 [2:26:45<18:10:50, 3.61s/it] 9%|▉ | 1873/20000 [2:26:55<28:39:59, 5.69s/it] 9%|▉ | 1874/20000 [2:27:02<30:15:11, 6.01s/it] 9%|▉ | 1875/20000 [2:27:08<30:17:50, 6.02s/it] 9%|▉ | 1876/20000 [2:27:14<29:44:17, 5.91s/it] 9%|▉ | 1877/20000 [2:27:19<28:55:01, 5.74s/it] 9%|▉ | 1878/20000 [2:27:24<27:55:03, 5.55s/it] 9%|▉ | 1879/20000 [2:27:29<26:44:28, 5.31s/it] 9%|▉ | 1880/20000 [2:27:34<25:36:32, 5.09s/it] 9%|▉ | 1881/20000 [2:27:38<24:34:53, 4.88s/it] 9%|▉ | 1882/20000 [2:27:42<23:35:48, 4.69s/it] 9%|▉ | 1883/20000 [2:27:46<22:36:55, 4.49s/it] 9%|▉ | 1884/20000 [2:27:50<21:54:22, 4.35s/it] 9%|▉ | 1885/20000 [2:27:54<21:15:20, 4.22s/it] 9%|▉ | 1886/20000 [2:27:58<20:36:33, 4.10s/it] 9%|▉ | 1887/20000 [2:28:02<19:44:54, 3.93s/it] 9%|▉ | 1888/20000 [2:28:05<18:52:42, 3.75s/it] 9%|▉ | 1889/20000 [2:28:08<17:52:43, 3.55s/it] 9%|▉ | 1890/20000 [2:28:11<16:47:22, 3.34s/it] 9%|▉ | 1891/20000 [2:28:13<15:01:59, 2.99s/it] 9%|▉ | 1892/20000 [2:28:23<24:55:39, 4.96s/it] 9%|▉ | 1893/20000 [2:28:29<27:12:06, 5.41s/it] 9%|▉ | 1894/20000 [2:28:35<27:40:01, 5.50s/it] 9%|▉ | 1895/20000 [2:28:40<27:19:27, 5.43s/it] 9%|▉ | 1896/20000 [2:28:45<26:48:18, 5.33s/it] 9%|▉ | 1897/20000 [2:28:50<26:04:44, 5.19s/it] 9%|▉ | 1898/20000 [2:28:54<25:00:31, 4.97s/it] 9%|▉ | 1899/20000 [2:28:59<24:03:18, 4.78s/it] 10%|▉ | 1900/20000 [2:29:03<23:05:42, 4.59s/it] 10%|▉ | 1901/20000 [2:29:07<22:13:08, 4.42s/it] 10%|▉ | 1902/20000 [2:29:11<21:22:44, 4.25s/it] 10%|▉ | 1903/20000 [2:29:15<20:36:27, 4.10s/it] 10%|▉ | 1904/20000 [2:29:18<19:42:12, 3.92s/it] 10%|▉ | 1905/20000 [2:29:21<18:58:55, 3.78s/it] 10%|▉ | 1906/20000 [2:29:25<18:13:52, 3.63s/it] 10%|▉ | 1907/20000 [2:29:28<17:29:54, 3.48s/it] 10%|▉ | 1908/20000 [2:29:31<16:38:33, 3.31s/it] 10%|▉ | 1909/20000 [2:29:33<15:42:03, 3.12s/it] 10%|▉ | 1910/20000 [2:29:35<13:42:44, 2.73s/it] 10%|▉ | 1911/20000 [2:29:44<22:51:01, 4.55s/it] 10%|▉ | 1912/20000 [2:29:51<25:56:58, 5.16s/it] 10%|▉ | 1913/20000 [2:29:57<27:08:14, 5.40s/it] 10%|▉ | 1914/20000 [2:30:02<27:03:14, 5.39s/it] 10%|▉ | 1915/20000 [2:30:07<26:29:51, 5.27s/it] 10%|▉ | 1916/20000 [2:30:12<25:55:51, 5.16s/it] 10%|▉ | 1917/20000 [2:30:16<25:00:37, 4.98s/it] 10%|▉ | 1918/20000 [2:30:21<24:11:53, 4.82s/it] 10%|▉ | 1919/20000 [2:30:25<23:03:18, 4.59s/it] 10%|▉ | 1920/20000 [2:30:29<21:59:33, 4.38s/it] 10%|▉ | 1921/20000 [2:30:33<21:01:36, 4.19s/it] 10%|▉ | 1922/20000 [2:30:36<20:22:56, 4.06s/it] 10%|▉ | 1923/20000 [2:30:40<19:56:23, 3.97s/it] 10%|▉ | 1924/20000 [2:30:44<19:25:58, 3.87s/it] 10%|▉ | 1925/20000 [2:30:47<18:37:58, 3.71s/it] 10%|▉ | 1926/20000 [2:30:50<17:49:55, 3.55s/it] 10%|▉ | 1927/20000 [2:30:53<16:55:49, 3.37s/it] 10%|▉ | 1928/20000 [2:30:56<15:51:58, 3.16s/it] 10%|▉ | 1929/20000 [2:30:58<14:15:12, 2.84s/it] 10%|▉ | 1930/20000 [2:31:08<24:49:29, 4.95s/it] 10%|▉ | 1931/20000 [2:31:14<27:23:51, 5.46s/it] 10%|▉ | 1932/20000 [2:31:20<28:05:29, 5.60s/it] 10%|▉ | 1933/20000 [2:31:26<27:53:24, 5.56s/it] 10%|▉ | 1934/20000 [2:31:31<27:10:26, 5.41s/it] 10%|▉ | 1935/20000 [2:31:36<26:24:24, 5.26s/it] 10%|▉ | 1936/20000 [2:31:40<25:25:01, 5.07s/it] 10%|▉ | 1937/20000 [2:31:45<24:40:23, 4.92s/it] 10%|▉ | 1938/20000 [2:31:49<23:50:29, 4.75s/it] 10%|▉ | 1939/20000 [2:31:54<22:59:44, 4.58s/it] 10%|▉ | 1940/20000 [2:31:57<21:56:31, 4.37s/it] 10%|▉ | 1941/20000 [2:32:01<20:50:45, 4.16s/it] 10%|▉ | 1942/20000 [2:32:05<19:58:10, 3.98s/it] 10%|▉ | 1943/20000 [2:32:08<19:08:47, 3.82s/it] 10%|▉ | 1944/20000 [2:32:11<18:18:34, 3.65s/it] 10%|▉ | 1945/20000 [2:32:15<17:28:23, 3.48s/it] 10%|▉ | 1946/20000 [2:32:17<16:33:15, 3.30s/it] 10%|▉ | 1947/20000 [2:32:20<15:25:58, 3.08s/it] 10%|▉ | 1948/20000 [2:32:22<13:34:17, 2.71s/it] 10%|▉ | 1949/20000 [2:32:27<17:42:24, 3.53s/it] 10%|▉ | 1950/20000 [2:32:30<16:41:25, 3.33s/it] 10%|▉ | 1951/20000 [2:32:40<26:29:38, 5.28s/it] 10%|▉ | 1952/20000 [2:32:46<27:56:10, 5.57s/it] 10%|▉ | 1953/20000 [2:32:52<28:07:01, 5.61s/it] 10%|▉ | 1954/20000 [2:32:57<27:45:12, 5.54s/it] 10%|▉ | 1955/20000 [2:33:02<26:59:36, 5.39s/it] 10%|▉ | 1956/20000 [2:33:07<26:08:52, 5.22s/it] 10%|▉ | 1957/20000 [2:33:12<25:13:58, 5.03s/it] 10%|▉ | 1958/20000 [2:33:16<24:10:51, 4.82s/it] 10%|▉ | 1959/20000 [2:33:20<23:12:29, 4.63s/it] 10%|▉ | 1960/20000 [2:33:24<22:21:44, 4.46s/it] 10%|▉ | 1961/20000 [2:33:28<21:36:49, 4.31s/it] 10%|▉ | 1962/20000 [2:33:32<20:45:53, 4.14s/it] 10%|▉ | 1963/20000 [2:33:36<19:58:14, 3.99s/it] 10%|▉ | 1964/20000 [2:33:39<19:16:48, 3.85s/it] 10%|▉ | 1965/20000 [2:33:43<18:37:13, 3.72s/it] 10%|▉ | 1966/20000 [2:33:46<17:53:29, 3.57s/it] 10%|▉ | 1967/20000 [2:33:49<16:56:12, 3.38s/it] 10%|▉ | 1968/20000 [2:33:51<15:47:16, 3.15s/it] 10%|▉ | 1969/20000 [2:33:53<13:39:57, 2.73s/it] 10%|▉ | 1970/20000 [2:34:02<23:04:02, 4.61s/it] 10%|▉ | 1971/20000 [2:34:08<25:40:10, 5.13s/it] 10%|▉ | 1972/20000 [2:34:14<26:26:07, 5.28s/it] 10%|▉ | 1973/20000 [2:34:19<26:20:18, 5.26s/it] 10%|▉ | 1974/20000 [2:34:24<25:52:51, 5.17s/it] 10%|▉ | 1975/20000 [2:34:29<25:15:20, 5.04s/it] 10%|▉ | 1976/20000 [2:34:33<24:17:50, 4.85s/it] 10%|▉ | 1977/20000 [2:34:38<23:25:56, 4.68s/it] 10%|▉ | 1978/20000 [2:34:42<22:30:36, 4.50s/it] 10%|▉ | 1979/20000 [2:34:46<21:36:47, 4.32s/it] 10%|▉ | 1980/20000 [2:34:49<20:47:21, 4.15s/it] 10%|▉ | 1981/20000 [2:34:53<20:00:08, 4.00s/it] 10%|▉ | 1982/20000 [2:34:57<19:18:57, 3.86s/it] 10%|▉ | 1983/20000 [2:35:00<18:35:45, 3.72s/it] 10%|▉ | 1984/20000 [2:35:03<17:47:51, 3.56s/it] 10%|▉ | 1985/20000 [2:35:06<17:01:17, 3.40s/it] 10%|▉ | 1986/20000 [2:35:09<16:10:02, 3.23s/it] 10%|▉ | 1987/20000 [2:35:12<15:08:13, 3.03s/it] 10%|▉ | 1988/20000 [2:35:13<13:30:40, 2.70s/it] 10%|▉ | 1989/20000 [2:35:22<22:35:38, 4.52s/it] 10%|▉ | 1990/20000 [2:35:29<25:42:13, 5.14s/it] 10%|▉ | 1991/20000 [2:35:35<26:44:24, 5.35s/it] 10%|▉ | 1992/20000 [2:35:40<26:41:52, 5.34s/it] 10%|▉ | 1993/20000 [2:35:45<26:10:19, 5.23s/it] 10%|▉ | 1994/20000 [2:35:50<25:26:46, 5.09s/it] 10%|▉ | 1995/20000 [2:35:54<24:29:36, 4.90s/it] 10%|▉ | 1996/20000 [2:35:58<23:37:02, 4.72s/it] 10%|▉ | 1997/20000 [2:36:03<22:46:55, 4.56s/it] 10%|▉ | 1998/20000 [2:36:07<21:52:07, 4.37s/it] 10%|▉ | 1999/20000 [2:36:10<21:05:38, 4.22s/it] 10%|█ | 2000/20000 [2:36:14<20:23:21, 4.08s/it] 10%|█ | 2000/20000 [2:36:14<20:23:21, 4.08s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.10023126006126404, 'eval_wer': 0.09831634913602126, 'eval_runtime': 74.336, 'eval_samples_per_second': 24.981, 'eval_steps_per_second': 1.049, 'epoch': 19.23} {'loss': 0.044, 'learning_rate': 0.0004615384615384616, 'epoch': 25.64} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:27, 2.79it/s][A 4%|▍ | 3/78 [00:01<00:37, 2.01it/s][A 5%|▌ | 4/78 [00:02<00:42, 1.76it/s][A 6%|▋ | 5/78 [00:02<00:46, 1.58it/s][A 8%|▊ | 6/78 [00:03<00:52, 1.38it/s][A 9%|▉ | 7/78 [00:04<00:57, 1.23it/s][A 10%|█ | 8/78 [00:05<01:01, 1.14it/s][A 12%|█▏ | 9/78 [00:06<01:03, 1.09it/s][A 13%|█▎ | 10/78 [00:07<01:01, 1.10it/s][A 14%|█▍ | 11/78 [00:08<00:59, 1.12it/s][A 15%|█▌ | 12/78 [00:09<00:56, 1.16it/s][A 17%|█▋ | 13/78 [00:10<00:52, 1.23it/s][A 18%|█▊ | 14/78 [00:10<00:53, 1.19it/s][A 19%|█▉ | 15/78 [00:11<00:55, 1.14it/s][A 21%|██ | 16/78 [00:12<00:56, 1.10it/s][A 22%|██▏ | 17/78 [00:13<00:55, 1.10it/s][A 23%|██▎ | 18/78 [00:14<00:58, 1.02it/s][A 24%|██▍ | 19/78 [00:15<00:57, 1.02it/s][A 26%|██▌ | 20/78 [00:16<00:52, 1.11it/s][A 27%|██▋ | 21/78 [00:17<00:52, 1.08it/s][A 28%|██▊ | 22/78 [00:18<00:49, 1.13it/s][A 29%|██▉ | 23/78 [00:19<00:47, 1.17it/s][A 31%|███ | 24/78 [00:20<00:46, 1.15it/s][A 32%|███▏ | 25/78 [00:20<00:44, 1.19it/s][A 33%|███▎ | 26/78 [00:21<00:42, 1.23it/s][A 35%|███▍ | 27/78 [00:22<00:40, 1.25it/s][A 36%|███▌ | 28/78 [00:23<00:41, 1.21it/s][A 37%|███▋ | 29/78 [00:23<00:38, 1.29it/s][A 38%|███▊ | 30/78 [00:24<00:39, 1.21it/s][A 40%|███▉ | 31/78 [00:25<00:37, 1.26it/s][A 41%|████ | 32/78 [00:26<00:36, 1.28it/s][A 42%|████▏ | 33/78 [00:27<00:34, 1.30it/s][A 44%|████▎ | 34/78 [00:27<00:33, 1.33it/s][A 45%|████▍ | 35/78 [00:28<00:31, 1.37it/s][A 46%|████▌ | 36/78 [00:29<00:30, 1.37it/s][A 47%|████▋ | 37/78 [00:30<00:31, 1.31it/s][A 49%|████▊ | 38/78 [00:30<00:31, 1.27it/s][A 50%|█████ | 39/78 [00:32<00:34, 1.13it/s][A 51%|█████▏ | 40/78 [00:32<00:34, 1.11it/s][A 53%|█████▎ | 41/78 [00:34<00:36, 1.01it/s][A 54%|█████▍ | 42/78 [00:35<00:34, 1.04it/s][A 55%|█████▌ | 43/78 [00:36<00:34, 1.03it/s][A 56%|█████▋ | 44/78 [00:36<00:32, 1.03it/s][A 58%|█████▊ | 45/78 [00:37<00:30, 1.06it/s][A 59%|█████▉ | 46/78 [00:39<00:34, 1.07s/it][A 60%|██████ | 47/78 [00:40<00:30, 1.02it/s][A 62%|██████▏ | 48/78 [00:40<00:27, 1.09it/s][A 63%|██████▎ | 49/78 [00:41<00:24, 1.19it/s][A 64%|██████▍ | 50/78 [00:42<00:23, 1.21it/s][A 65%|██████▌ | 51/78 [00:42<00:21, 1.28it/s][A 67%|██████▋ | 52/78 [00:43<00:19, 1.30it/s][A 68%|██████▊ | 53/78 [00:44<00:19, 1.31it/s][A 69%|██████▉ | 54/78 [00:45<00:19, 1.25it/s][A 71%|███████ | 55/78 [00:46<00:19, 1.21it/s][A 72%|███████▏ | 56/78 [00:47<00:18, 1.20it/s][A 73%|███████▎ | 57/78 [00:48<00:20, 1.02it/s][A 74%|███████▍ | 58/78 [00:49<00:19, 1.03it/s][A 76%|███████▌ | 59/78 [00:50<00:18, 1.00it/s][A 77%|███████▋ | 60/78 [00:51<00:17, 1.05it/s][A 78%|███████▊ | 61/78 [00:52<00:15, 1.08it/s][A 79%|███████▉ | 62/78 [00:52<00:14, 1.09it/s][A 81%|████████ | 63/78 [00:53<00:13, 1.11it/s][A 82%|████████▏ | 64/78 [00:54<00:12, 1.11it/s][A 83%|████████▎ | 65/78 [00:55<00:11, 1.12it/s][A 85%|████████▍ | 66/78 [00:56<00:10, 1.15it/s][A 86%|████████▌ | 67/78 [00:57<00:09, 1.15it/s][A 87%|████████▋ | 68/78 [00:58<00:08, 1.15it/s][A 88%|████████▊ | 69/78 [00:59<00:07, 1.16it/s][A 90%|████████▉ | 70/78 [01:00<00:07, 1.10it/s][A 91%|█████████ | 71/78 [01:00<00:06, 1.13it/s][A 92%|█████████▏| 72/78 [01:01<00:05, 1.13it/s][A 94%|█████████▎| 73/78 [01:02<00:04, 1.10it/s][A 95%|█████████▍| 74/78 [01:03<00:03, 1.10it/s][A 96%|█████████▌| 75/78 [01:04<00:02, 1.10it/s][A 97%|█████████▋| 76/78 [01:05<00:01, 1.10it/s][A 99%|█████████▊| 77/78 [01:06<00:00, 1.15it/s][A 100%|██████████| 78/78 [01:06<00:00, 1.42it/s][A [A 10%|█ | 2000/20000 [2:37:23<20:23:21, 4.08s/it] 100%|██████████| 78/78 [01:08<00:00, 1.42it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-2000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-2000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-2000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-2000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-1500] due to args.save_total_limit 10%|█ | 2001/20000 [2:37:40<143:15:22, 28.65s/it] 10%|█ | 2002/20000 [2:37:44<105:44:17, 21.15s/it] 10%|█ | 2003/20000 [2:37:47<79:09:39, 15.83s/it] 10%|█ | 2004/20000 [2:37:51<60:18:48, 12.07s/it] 10%|█ | 2005/20000 [2:37:54<46:51:46, 9.38s/it] 10%|█ | 2006/20000 [2:37:56<36:58:24, 7.40s/it] 10%|█ | 2007/20000 [2:37:59<29:06:02, 5.82s/it] 10%|█ | 2008/20000 [2:38:08<34:33:14, 6.91s/it] 10%|█ | 2009/20000 [2:38:15<34:17:59, 6.86s/it] 10%|█ | 2010/20000 [2:38:21<32:40:47, 6.54s/it] 10%|█ | 2011/20000 [2:38:26<30:59:51, 6.20s/it] 10%|█ | 2012/20000 [2:38:31<29:21:46, 5.88s/it] 10%|█ | 2013/20000 [2:38:36<27:42:53, 5.55s/it] 10%|█ | 2014/20000 [2:38:40<26:19:49, 5.27s/it] 10%|█ | 2015/20000 [2:38:45<25:05:06, 5.02s/it] 10%|█ | 2016/20000 [2:38:49<24:12:36, 4.85s/it] 10%|█ | 2017/20000 [2:38:53<23:00:06, 4.60s/it] 10%|█ | 2018/20000 [2:38:57<21:57:31, 4.40s/it] 10%|█ | 2019/20000 [2:39:01<21:09:51, 4.24s/it] 10%|█ | 2020/20000 [2:39:05<20:16:20, 4.06s/it] 10%|█ | 2021/20000 [2:39:08<19:23:38, 3.88s/it] 10%|█ | 2022/20000 [2:39:12<18:29:10, 3.70s/it] 10%|█ | 2023/20000 [2:39:15<17:42:37, 3.55s/it] 10%|█ | 2024/20000 [2:39:18<16:47:19, 3.36s/it] 10%|█ | 2025/20000 [2:39:20<15:43:24, 3.15s/it] 10%|█ | 2026/20000 [2:39:22<13:56:12, 2.79s/it] 10%|█ | 2027/20000 [2:39:28<17:57:40, 3.60s/it] 10%|█ | 2028/20000 [2:39:31<16:57:30, 3.40s/it] 10%|█ | 2029/20000 [2:39:41<26:58:37, 5.40s/it] 10%|█ | 2030/20000 [2:39:47<28:32:15, 5.72s/it] 10%|█ | 2031/20000 [2:39:53<28:25:14, 5.69s/it] 10%|█ | 2032/20000 [2:39:58<27:41:00, 5.55s/it] 10%|█ | 2033/20000 [2:40:03<26:46:30, 5.36s/it] 10%|█ | 2034/20000 [2:40:08<25:52:09, 5.18s/it] 10%|█ | 2035/20000 [2:40:12<24:54:36, 4.99s/it] 10%|█ | 2036/20000 [2:40:17<24:07:05, 4.83s/it] 10%|█ | 2037/20000 [2:40:21<23:07:42, 4.64s/it] 10%|█ | 2038/20000 [2:40:25<22:15:45, 4.46s/it] 10%|█ | 2039/20000 [2:40:29<21:19:46, 4.28s/it] 10%|█ | 2040/20000 [2:40:33<20:28:04, 4.10s/it] 10%|█ | 2041/20000 [2:40:36<19:34:08, 3.92s/it] 10%|█ | 2042/20000 [2:40:40<19:00:16, 3.81s/it] 10%|█ | 2043/20000 [2:40:43<18:16:54, 3.67s/it] 10%|█ | 2044/20000 [2:40:46<17:30:03, 3.51s/it] 10%|█ | 2045/20000 [2:40:49<16:36:03, 3.33s/it] 10%|█ | 2046/20000 [2:40:52<15:31:56, 3.11s/it] 10%|█ | 2047/20000 [2:40:54<13:47:21, 2.77s/it] 10%|█ | 2048/20000 [2:41:03<23:24:33, 4.69s/it] 10%|█ | 2049/20000 [2:41:09<26:14:28, 5.26s/it] 10%|█ | 2050/20000 [2:41:15<26:59:17, 5.41s/it] 10%|█ | 2051/20000 [2:41:20<26:52:47, 5.39s/it] 10%|█ | 2052/20000 [2:41:26<26:22:12, 5.29s/it] 10%|█ | 2053/20000 [2:41:30<25:42:39, 5.16s/it] 10%|█ | 2054/20000 [2:41:35<24:44:13, 4.96s/it] 10%|█ | 2055/20000 [2:41:39<23:47:03, 4.77s/it] 10%|█ | 2056/20000 [2:41:43<22:50:24, 4.58s/it] 10%|█ | 2057/20000 [2:41:47<21:55:21, 4.40s/it] 10%|█ | 2058/20000 [2:41:51<21:02:22, 4.22s/it] 10%|█ | 2059/20000 [2:41:55<20:22:46, 4.09s/it] 10%|█ | 2060/20000 [2:41:59<19:45:19, 3.96s/it] 10%|█ | 2061/20000 [2:42:02<19:07:33, 3.84s/it] 10%|█ | 2062/20000 [2:42:05<18:18:40, 3.67s/it] 10%|█ | 2063/20000 [2:42:09<17:29:27, 3.51s/it] 10%|█ | 2064/20000 [2:42:11<16:36:30, 3.33s/it] 10%|█ | 2065/20000 [2:42:14<15:33:12, 3.12s/it] 10%|█ | 2066/20000 [2:42:16<13:48:20, 2.77s/it] 10%|█ | 2067/20000 [2:42:25<22:35:04, 4.53s/it] 10%|█ | 2068/20000 [2:42:31<25:38:10, 5.15s/it] 10%|█ | 2069/20000 [2:42:37<26:44:52, 5.37s/it] 10%|█ | 2070/20000 [2:42:43<26:56:11, 5.41s/it] 10%|█ | 2071/20000 [2:42:48<26:20:44, 5.29s/it] 10%|█ | 2072/20000 [2:42:52<25:36:30, 5.14s/it] 10%|█ | 2073/20000 [2:42:57<24:36:48, 4.94s/it] 10%|█ | 2074/20000 [2:43:01<23:34:08, 4.73s/it] 10%|█ | 2075/20000 [2:43:06<22:58:50, 4.62s/it] 10%|█ | 2076/20000 [2:43:10<22:14:07, 4.47s/it] 10%|█ | 2077/20000 [2:43:14<21:24:17, 4.30s/it] 10%|█ | 2078/20000 [2:43:17<20:35:20, 4.14s/it] 10%|█ | 2079/20000 [2:43:21<19:49:37, 3.98s/it] 10%|█ | 2080/20000 [2:43:24<19:05:25, 3.84s/it] 10%|█ | 2081/20000 [2:43:28<18:16:42, 3.67s/it] 10%|█ | 2082/20000 [2:43:31<17:26:46, 3.51s/it] 10%|█ | 2083/20000 [2:43:34<16:29:52, 3.31s/it] 10%|█ | 2084/20000 [2:43:36<15:20:48, 3.08s/it] 10%|█ | 2085/20000 [2:43:38<13:38:38, 2.74s/it] 10%|█ | 2086/20000 [2:43:47<22:45:27, 4.57s/it] 10%|█ | 2087/20000 [2:43:54<25:45:32, 5.18s/it] 10%|█ | 2088/20000 [2:44:00<27:00:27, 5.43s/it] 10%|█ | 2089/20000 [2:44:05<27:13:37, 5.47s/it] 10%|█ | 2090/20000 [2:44:10<26:49:28, 5.39s/it] 10%|█ | 2091/20000 [2:44:15<26:20:21, 5.29s/it] 10%|█ | 2092/20000 [2:44:20<25:33:38, 5.14s/it] 10%|█ | 2093/20000 [2:44:25<24:41:11, 4.96s/it] 10%|█ | 2094/20000 [2:44:29<23:50:56, 4.79s/it] 10%|█ | 2095/20000 [2:44:33<22:58:11, 4.62s/it] 10%|█ | 2096/20000 [2:44:37<22:08:20, 4.45s/it] 10%|█ | 2097/20000 [2:44:41<21:17:40, 4.28s/it] 10%|█ | 2098/20000 [2:44:45<20:25:02, 4.11s/it] 10%|█ | 2099/20000 [2:44:49<19:34:47, 3.94s/it] 10%|█ | 2100/20000 [2:44:52<18:42:06, 3.76s/it] 11%|█ | 2101/20000 [2:44:55<17:48:22, 3.58s/it] 11%|█ | 2102/20000 [2:44:58<16:57:03, 3.41s/it] 11%|█ | 2103/20000 [2:45:01<15:56:12, 3.21s/it] 11%|█ | 2104/20000 [2:45:03<14:10:57, 2.85s/it] 11%|█ | 2105/20000 [2:45:09<18:47:16, 3.78s/it] 11%|█ | 2106/20000 [2:45:12<17:37:24, 3.55s/it] 11%|█ | 2107/20000 [2:45:22<27:13:53, 5.48s/it] 11%|█ | 2108/20000 [2:45:28<28:46:31, 5.79s/it] 11%|█ | 2109/20000 [2:45:34<28:47:29, 5.79s/it] 11%|█ | 2110/20000 [2:45:40<28:13:12, 5.68s/it] 11%|█ | 2111/20000 [2:45:45<27:21:23, 5.51s/it] 11%|█ | 2112/20000 [2:45:50<26:40:45, 5.37s/it] 11%|█ | 2113/20000 [2:45:54<25:40:57, 5.17s/it] 11%|█ | 2114/20000 [2:45:59<24:41:04, 4.97s/it] 11%|█ | 2115/20000 [2:46:03<23:40:19, 4.76s/it] 11%|█ | 2116/20000 [2:46:07<22:44:02, 4.58s/it] 11%|█ | 2117/20000 [2:46:11<21:51:26, 4.40s/it] 11%|█ | 2118/20000 [2:46:15<21:03:04, 4.24s/it] 11%|█ | 2119/20000 [2:46:19<20:10:13, 4.06s/it] 11%|█ | 2120/20000 [2:46:22<19:16:50, 3.88s/it] 11%|█ | 2121/20000 [2:46:26<18:28:19, 3.72s/it] 11%|█ | 2122/20000 [2:46:29<17:46:48, 3.58s/it] 11%|█ | 2123/20000 [2:46:32<16:58:12, 3.42s/it] 11%|█ | 2124/20000 [2:46:35<15:56:16, 3.21s/it] 11%|█ | 2125/20000 [2:46:37<14:09:53, 2.85s/it] 11%|█ | 2126/20000 [2:46:46<24:16:08, 4.89s/it] 11%|█ | 2127/20000 [2:46:53<27:04:22, 5.45s/it] 11%|█ | 2128/20000 [2:46:59<27:51:45, 5.61s/it] 11%|█ | 2129/20000 [2:47:05<27:46:51, 5.60s/it] 11%|█ | 2130/20000 [2:47:10<27:15:19, 5.49s/it] 11%|█ | 2131/20000 [2:47:15<26:33:15, 5.35s/it] 11%|█ | 2132/20000 [2:47:20<25:49:58, 5.20s/it] 11%|█ | 2133/20000 [2:47:24<24:52:13, 5.01s/it] 11%|█ | 2134/20000 [2:47:29<23:51:50, 4.81s/it] 11%|█ | 2135/20000 [2:47:33<23:00:01, 4.63s/it] 11%|█ | 2136/20000 [2:47:37<22:11:24, 4.47s/it] 11%|█ | 2137/20000 [2:47:41<21:33:44, 4.35s/it] 11%|█ | 2138/20000 [2:47:45<20:48:45, 4.19s/it] 11%|█ | 2139/20000 [2:47:48<19:55:16, 4.02s/it] 11%|█ | 2140/20000 [2:47:52<18:55:40, 3.82s/it] 11%|█ | 2141/20000 [2:47:55<17:52:54, 3.60s/it] 11%|█ | 2142/20000 [2:47:58<16:46:33, 3.38s/it] 11%|█ | 2143/20000 [2:48:00<15:31:28, 3.13s/it] 11%|█ | 2144/20000 [2:48:02<13:57:23, 2.81s/it] 11%|█ | 2145/20000 [2:48:12<23:47:37, 4.80s/it] 11%|█ | 2146/20000 [2:48:19<27:04:54, 5.46s/it] 11%|█ | 2147/20000 [2:48:25<27:59:46, 5.65s/it] 11%|█ | 2148/20000 [2:48:30<27:35:10, 5.56s/it] 11%|█ | 2149/20000 [2:48:35<26:36:56, 5.37s/it] 11%|█ | 2150/20000 [2:48:40<25:43:56, 5.19s/it] 11%|█ | 2151/20000 [2:48:44<24:38:29, 4.97s/it] 11%|█ | 2152/20000 [2:48:49<23:35:39, 4.76s/it] 11%|█ | 2153/20000 [2:48:53<22:53:04, 4.62s/it] 11%|█ | 2154/20000 [2:48:57<22:07:32, 4.46s/it] 11%|█ | 2155/20000 [2:49:01<21:09:43, 4.27s/it] 11%|█ | 2156/20000 [2:49:05<20:17:44, 4.09s/it] 11%|█ | 2157/20000 [2:49:08<19:30:50, 3.94s/it] 11%|█ | 2158/20000 [2:49:12<18:48:10, 3.79s/it] 11%|█ | 2159/20000 [2:49:15<18:02:33, 3.64s/it] 11%|█ | 2160/20000 [2:49:18<17:26:52, 3.52s/it] 11%|█ | 2161/20000 [2:49:21<16:49:46, 3.40s/it] 11%|█ | 2162/20000 [2:49:24<15:50:24, 3.20s/it] 11%|█ | 2163/20000 [2:49:26<14:06:31, 2.85s/it] 11%|█ | 2164/20000 [2:49:35<23:31:41, 4.75s/it] 11%|█ | 2165/20000 [2:49:42<26:16:29, 5.30s/it] 11%|█ | 2166/20000 [2:49:48<27:02:52, 5.46s/it] 11%|█ | 2167/20000 [2:49:53<26:53:26, 5.43s/it] 11%|█ | 2168/20000 [2:49:58<26:16:36, 5.30s/it] 11%|█ | 2169/20000 [2:50:03<25:30:04, 5.15s/it] 11%|█ | 2170/20000 [2:50:07<24:37:04, 4.97s/it] 11%|█ | 2171/20000 [2:50:12<23:42:00, 4.79s/it] 11%|█ | 2172/20000 [2:50:16<22:56:46, 4.63s/it] 11%|█ | 2173/20000 [2:50:20<22:07:13, 4.47s/it] 11%|█ | 2174/20000 [2:50:24<21:18:28, 4.30s/it] 11%|█ | 2175/20000 [2:50:28<20:33:47, 4.15s/it] 11%|█ | 2176/20000 [2:50:31<19:47:10, 4.00s/it] 11%|█ | 2177/20000 [2:50:35<19:11:35, 3.88s/it] 11%|█ | 2178/20000 [2:50:38<18:28:51, 3.73s/it] 11%|█ | 2179/20000 [2:50:41<17:33:42, 3.55s/it] 11%|█ | 2180/20000 [2:50:44<16:36:20, 3.35s/it] 11%|█ | 2181/20000 [2:50:47<15:16:17, 3.09s/it] 11%|█ | 2182/20000 [2:50:49<13:30:08, 2.73s/it] 11%|█ | 2183/20000 [2:50:55<18:07:42, 3.66s/it] 11%|█ | 2184/20000 [2:50:58<17:10:38, 3.47s/it] 11%|█ | 2185/20000 [2:51:07<26:32:43, 5.36s/it] 11%|█ | 2186/20000 [2:51:14<27:57:58, 5.65s/it] 11%|█ | 2187/20000 [2:51:19<27:56:24, 5.65s/it] 11%|█ | 2188/20000 [2:51:25<27:11:45, 5.50s/it] 11%|█ | 2189/20000 [2:51:30<26:48:59, 5.42s/it] 11%|█ | 2190/20000 [2:51:35<26:16:45, 5.31s/it] 11%|█ | 2191/20000 [2:51:40<25:23:34, 5.13s/it] 11%|█ | 2192/20000 [2:51:44<24:27:23, 4.94s/it] 11%|█ | 2193/20000 [2:51:48<23:29:42, 4.75s/it] 11%|█ | 2194/20000 [2:51:52<22:28:27, 4.54s/it] 11%|█ | 2195/20000 [2:51:56<21:21:54, 4.32s/it] 11%|█ | 2196/20000 [2:52:00<20:26:00, 4.13s/it] 11%|█ | 2197/20000 [2:52:04<19:44:00, 3.99s/it] 11%|█ | 2198/20000 [2:52:07<18:55:44, 3.83s/it] 11%|█ | 2199/20000 [2:52:10<18:03:38, 3.65s/it] 11%|█ | 2200/20000 [2:52:13<17:11:50, 3.48s/it] 11%|█ | 2201/20000 [2:52:16<16:18:03, 3.30s/it] 11%|█ | 2202/20000 [2:52:19<15:12:52, 3.08s/it] 11%|█ | 2203/20000 [2:52:21<13:30:34, 2.73s/it] 11%|█ | 2204/20000 [2:52:29<22:21:42, 4.52s/it] 11%|█ | 2205/20000 [2:52:36<25:14:43, 5.11s/it] 11%|█ | 2206/20000 [2:52:42<26:11:38, 5.30s/it] 11%|█ | 2207/20000 [2:52:47<26:18:07, 5.32s/it] 11%|█ | 2208/20000 [2:52:52<25:50:53, 5.23s/it] 11%|█ | 2209/20000 [2:52:57<25:08:58, 5.09s/it] 11%|█ | 2210/20000 [2:53:01<24:01:51, 4.86s/it] 11%|█ | 2211/20000 [2:53:05<23:05:00, 4.67s/it] 11%|█ | 2212/20000 [2:53:09<22:15:26, 4.50s/it] 11%|█ | 2213/20000 [2:53:13<21:37:38, 4.38s/it] 11%|█ | 2214/20000 [2:53:17<20:53:03, 4.23s/it] 11%|█ | 2215/20000 [2:53:21<20:09:51, 4.08s/it] 11%|█ | 2216/20000 [2:53:25<19:27:00, 3.94s/it] 11%|█ | 2217/20000 [2:53:28<18:48:35, 3.81s/it] 11%|█ | 2218/20000 [2:53:32<18:02:56, 3.65s/it] 11%|█ | 2219/20000 [2:53:35<17:19:20, 3.51s/it] 11%|█ | 2220/20000 [2:53:38<16:31:31, 3.35s/it] 11%|█ | 2221/20000 [2:53:40<15:42:46, 3.18s/it] 11%|█ | 2222/20000 [2:53:43<14:20:35, 2.90s/it] 11%|█ | 2223/20000 [2:53:52<23:56:15, 4.85s/it] 11%|█ | 2224/20000 [2:53:59<27:10:49, 5.50s/it] 11%|█ | 2225/20000 [2:54:05<28:05:06, 5.69s/it] 11%|█ | 2226/20000 [2:54:11<28:00:14, 5.67s/it] 11%|█ | 2227/20000 [2:54:16<27:21:35, 5.54s/it] 11%|█ | 2228/20000 [2:54:21<26:51:09, 5.44s/it] 11%|█ | 2229/20000 [2:54:26<25:48:24, 5.23s/it] 11%|█ | 2230/20000 [2:54:30<24:32:30, 4.97s/it] 11%|█ | 2231/20000 [2:54:35<23:30:45, 4.76s/it] 11%|█ | 2232/20000 [2:54:39<22:29:00, 4.56s/it] 11%|█ | 2233/20000 [2:54:43<21:31:58, 4.36s/it] 11%|█ | 2234/20000 [2:54:46<20:39:08, 4.18s/it] 11%|█ | 2235/20000 [2:54:50<19:53:01, 4.03s/it] 11%|█ | 2236/20000 [2:54:54<19:08:43, 3.88s/it] 11%|█ | 2237/20000 [2:54:57<18:19:00, 3.71s/it] 11%|█ | 2238/20000 [2:55:00<17:30:43, 3.55s/it] 11%|█ | 2239/20000 [2:55:03<16:35:42, 3.36s/it] 11%|█ | 2240/20000 [2:55:06<15:31:32, 3.15s/it] 11%|█ | 2241/20000 [2:55:08<13:35:48, 2.76s/it] 11%|█ | 2242/20000 [2:55:17<23:03:24, 4.67s/it] 11%|█ | 2243/20000 [2:55:23<25:39:48, 5.20s/it] 11%|█ | 2244/20000 [2:55:29<26:28:45, 5.37s/it] 11%|█ | 2245/20000 [2:55:34<26:18:53, 5.34s/it] 11%|█ | 2246/20000 [2:55:39<25:48:23, 5.23s/it] 11%|█ | 2247/20000 [2:55:44<25:09:29, 5.10s/it] 11%|█ | 2248/20000 [2:55:48<24:16:52, 4.92s/it] 11%|█ | 2249/20000 [2:55:53<23:26:45, 4.75s/it] 11%|█▏ | 2250/20000 [2:55:57<22:38:56, 4.59s/it] 11%|█▏ | 2251/20000 [2:56:01<21:51:58, 4.44s/it] 11%|█▏ | 2252/20000 [2:56:05<21:04:17, 4.27s/it] 11%|█▏ | 2253/20000 [2:56:09<20:17:09, 4.12s/it] 11%|█▏ | 2254/20000 [2:56:12<19:33:52, 3.97s/it] 11%|█▏ | 2255/20000 [2:56:16<18:52:34, 3.83s/it] 11%|█▏ | 2256/20000 [2:56:19<18:02:32, 3.66s/it] 11%|█▏ | 2257/20000 [2:56:22<17:12:04, 3.49s/it] 11%|█▏ | 2258/20000 [2:56:25<16:14:43, 3.30s/it] 11%|█▏ | 2259/20000 [2:56:28<15:05:58, 3.06s/it] 11%|█▏ | 2260/20000 [2:56:30<13:23:07, 2.72s/it] 11%|█▏ | 2261/20000 [2:56:35<17:29:01, 3.55s/it] 11%|█▏ | 2262/20000 [2:56:38<16:41:12, 3.39s/it] 11%|█▏ | 2263/20000 [2:56:48<26:39:49, 5.41s/it] 11%|█▏ | 2264/20000 [2:56:55<28:12:30, 5.73s/it] 11%|█▏ | 2265/20000 [2:57:00<28:12:52, 5.73s/it] 11%|█▏ | 2266/20000 [2:57:06<27:32:27, 5.59s/it] 11%|█▏ | 2267/20000 [2:57:11<26:40:16, 5.41s/it] 11%|█▏ | 2268/20000 [2:57:15<25:44:01, 5.22s/it] 11%|█▏ | 2269/20000 [2:57:20<24:56:43, 5.06s/it] 11%|█▏ | 2270/20000 [2:57:25<24:19:50, 4.94s/it] 11%|█▏ | 2271/20000 [2:57:29<23:44:02, 4.82s/it] 11%|█▏ | 2272/20000 [2:57:33<22:45:37, 4.62s/it] 11%|█▏ | 2273/20000 [2:57:37<21:29:04, 4.36s/it] 11%|█▏ | 2274/20000 [2:57:41<20:37:21, 4.19s/it] 11%|█▏ | 2275/20000 [2:57:45<19:55:27, 4.05s/it] 11%|█▏ | 2276/20000 [2:57:48<19:07:31, 3.88s/it] 11%|█▏ | 2277/20000 [2:57:51<18:13:10, 3.70s/it] 11%|█▏ | 2278/20000 [2:57:55<17:16:45, 3.51s/it] 11%|█▏ | 2279/20000 [2:57:57<16:18:25, 3.31s/it] 11%|█▏ | 2280/20000 [2:58:00<15:11:18, 3.09s/it] 11%|█▏ | 2281/20000 [2:58:02<13:28:07, 2.74s/it] 11%|█▏ | 2282/20000 [2:58:11<22:15:00, 4.52s/it] 11%|█▏ | 2283/20000 [2:58:17<25:25:17, 5.17s/it] 11%|█▏ | 2284/20000 [2:58:23<26:50:40, 5.45s/it] 11%|█▏ | 2285/20000 [2:58:29<26:51:56, 5.46s/it] 11%|█▏ | 2286/20000 [2:58:34<26:29:01, 5.38s/it] 11%|█▏ | 2287/20000 [2:58:39<25:35:04, 5.20s/it] 11%|█▏ | 2288/20000 [2:58:43<24:24:15, 4.96s/it] 11%|█▏ | 2289/20000 [2:58:48<23:31:36, 4.78s/it] 11%|█▏ | 2290/20000 [2:58:52<22:43:14, 4.62s/it] 11%|█▏ | 2291/20000 [2:58:56<21:45:45, 4.42s/it] 11%|█▏ | 2292/20000 [2:59:00<21:03:50, 4.28s/it] 11%|█▏ | 2293/20000 [2:59:03<20:10:15, 4.10s/it] 11%|█▏ | 2294/20000 [2:59:07<19:23:17, 3.94s/it] 11%|█▏ | 2295/20000 [2:59:10<18:39:19, 3.79s/it] 11%|█▏ | 2296/20000 [2:59:14<17:50:09, 3.63s/it] 11%|█▏ | 2297/20000 [2:59:17<17:03:10, 3.47s/it] 11%|█▏ | 2298/20000 [2:59:20<16:11:29, 3.29s/it] 11%|█▏ | 2299/20000 [2:59:22<15:05:20, 3.07s/it] 12%|█▏ | 2300/20000 [2:59:24<13:13:59, 2.69s/it] 12%|█▏ | 2301/20000 [2:59:33<21:57:21, 4.47s/it] 12%|█▏ | 2302/20000 [2:59:39<25:05:05, 5.10s/it] 12%|█▏ | 2303/20000 [2:59:45<26:10:20, 5.32s/it] 12%|█▏ | 2304/20000 [2:59:50<26:04:18, 5.30s/it] 12%|█▏ | 2305/20000 [2:59:55<25:23:59, 5.17s/it] 12%|█▏ | 2306/20000 [3:00:00<24:49:04, 5.05s/it] 12%|█▏ | 2307/20000 [3:00:04<24:00:16, 4.88s/it] 12%|█▏ | 2308/20000 [3:00:09<23:13:09, 4.72s/it] 12%|█▏ | 2309/20000 [3:00:13<22:30:25, 4.58s/it] 12%|█▏ | 2310/20000 [3:00:17<21:45:54, 4.43s/it] 12%|█▏ | 2311/20000 [3:00:21<20:56:09, 4.26s/it] 12%|█▏ | 2312/20000 [3:00:25<20:09:24, 4.10s/it] 12%|█▏ | 2313/20000 [3:00:28<19:25:11, 3.95s/it] 12%|█▏ | 2314/20000 [3:00:32<18:47:08, 3.82s/it] 12%|█▏ | 2315/20000 [3:00:35<17:55:32, 3.65s/it] 12%|█▏ | 2316/20000 [3:00:38<17:06:25, 3.48s/it] 12%|█▏ | 2317/20000 [3:00:41<16:14:16, 3.31s/it] 12%|█▏ | 2318/20000 [3:00:44<15:28:07, 3.15s/it] 12%|█▏ | 2319/20000 [3:00:46<13:49:27, 2.81s/it] 12%|█▏ | 2320/20000 [3:00:55<23:19:15, 4.75s/it] 12%|█▏ | 2321/20000 [3:01:01<25:33:13, 5.20s/it] 12%|█▏ | 2322/20000 [3:01:07<26:10:18, 5.33s/it] 12%|█▏ | 2323/20000 [3:01:12<26:00:02, 5.30s/it] 12%|█▏ | 2324/20000 [3:01:17<25:29:50, 5.19s/it] 12%|█▏ | 2325/20000 [3:01:22<24:53:20, 5.07s/it] 12%|█▏ | 2326/20000 [3:01:26<24:01:00, 4.89s/it] 12%|█▏ | 2327/20000 [3:01:31<23:09:36, 4.72s/it] 12%|█▏ | 2328/20000 [3:01:35<22:18:33, 4.54s/it] 12%|█▏ | 2329/20000 [3:01:39<21:27:53, 4.37s/it] 12%|█▏ | 2330/20000 [3:01:43<20:43:09, 4.22s/it] 12%|█▏ | 2331/20000 [3:01:46<19:58:32, 4.07s/it] 12%|█▏ | 2332/20000 [3:01:50<19:16:48, 3.93s/it] 12%|█▏ | 2333/20000 [3:01:54<18:39:22, 3.80s/it] 12%|█▏ | 2334/20000 [3:01:57<17:53:16, 3.65s/it] 12%|█▏ | 2335/20000 [3:02:00<17:06:08, 3.49s/it] 12%|█▏ | 2336/20000 [3:02:03<16:14:03, 3.31s/it] 12%|█▏ | 2337/20000 [3:02:05<15:02:50, 3.07s/it] 12%|█▏ | 2338/20000 [3:02:07<13:20:33, 2.72s/it] 12%|█▏ | 2339/20000 [3:02:13<17:51:19, 3.64s/it] 12%|█▏ | 2340/20000 [3:02:16<17:09:47, 3.50s/it] 12%|█▏ | 2341/20000 [3:02:27<27:13:17, 5.55s/it] 12%|█▏ | 2342/20000 [3:02:33<28:21:03, 5.78s/it] 12%|█▏ | 2343/20000 [3:02:39<28:12:34, 5.75s/it] 12%|█▏ | 2344/20000 [3:02:44<27:27:28, 5.60s/it] 12%|█▏ | 2345/20000 [3:02:49<26:32:25, 5.41s/it] 12%|█▏ | 2346/20000 [3:02:54<26:04:28, 5.32s/it] 12%|█▏ | 2347/20000 [3:02:59<25:07:37, 5.12s/it] 12%|█▏ | 2348/20000 [3:03:03<24:10:32, 4.93s/it] 12%|█▏ | 2349/20000 [3:03:07<23:15:59, 4.75s/it] 12%|█▏ | 2350/20000 [3:03:11<22:04:50, 4.50s/it] 12%|█▏ | 2351/20000 [3:03:15<21:00:04, 4.28s/it] 12%|█▏ | 2352/20000 [3:03:19<20:04:56, 4.10s/it] 12%|█▏ | 2353/20000 [3:03:22<19:18:13, 3.94s/it] 12%|█▏ | 2354/20000 [3:03:26<18:31:19, 3.78s/it] 12%|█▏ | 2355/20000 [3:03:29<17:41:18, 3.61s/it] 12%|█▏ | 2356/20000 [3:03:32<16:52:41, 3.44s/it] 12%|█▏ | 2357/20000 [3:03:35<16:01:05, 3.27s/it] 12%|█▏ | 2358/20000 [3:03:37<15:02:30, 3.07s/it] 12%|█▏ | 2359/20000 [3:03:39<13:23:16, 2.73s/it] 12%|█▏ | 2360/20000 [3:03:48<21:52:29, 4.46s/it] 12%|█▏ | 2361/20000 [3:03:54<24:47:26, 5.06s/it] 12%|█▏ | 2362/20000 [3:04:00<26:20:11, 5.38s/it] 12%|█▏ | 2363/20000 [3:04:06<26:45:25, 5.46s/it] 12%|█▏ | 2364/20000 [3:04:11<26:14:21, 5.36s/it] 12%|█▏ | 2365/20000 [3:04:16<25:13:34, 5.15s/it] 12%|█▏ | 2366/20000 [3:04:20<23:58:23, 4.89s/it] 12%|█▏ | 2367/20000 [3:04:24<22:51:45, 4.67s/it] 12%|█▏ | 2368/20000 [3:04:28<21:55:12, 4.48s/it] 12%|█▏ | 2369/20000 [3:04:32<21:10:28, 4.32s/it] 12%|█▏ | 2370/20000 [3:04:36<20:27:13, 4.18s/it] 12%|█▏ | 2371/20000 [3:04:40<19:48:00, 4.04s/it] 12%|█▏ | 2372/20000 [3:04:43<19:10:21, 3.92s/it] 12%|█▏ | 2373/20000 [3:04:47<18:33:42, 3.79s/it] 12%|█▏ | 2374/20000 [3:04:50<17:46:38, 3.63s/it] 12%|█▏ | 2375/20000 [3:04:53<16:57:26, 3.46s/it] 12%|█▏ | 2376/20000 [3:04:56<16:10:17, 3.30s/it] 12%|█▏ | 2377/20000 [3:04:59<15:06:38, 3.09s/it] 12%|█▏ | 2378/20000 [3:05:01<13:20:33, 2.73s/it] 12%|█▏ | 2379/20000 [3:05:10<22:47:57, 4.66s/it] 12%|█▏ | 2380/20000 [3:05:16<25:30:30, 5.21s/it] 12%|█▏ | 2381/20000 [3:05:22<26:26:10, 5.40s/it] 12%|█▏ | 2382/20000 [3:05:27<26:08:49, 5.34s/it] 12%|█▏ | 2383/20000 [3:05:32<25:37:47, 5.24s/it] 12%|█▏ | 2384/20000 [3:05:37<24:43:19, 5.05s/it] 12%|█▏ | 2385/20000 [3:05:42<23:59:25, 4.90s/it] 12%|█▏ | 2386/20000 [3:05:46<23:14:59, 4.75s/it] 12%|█▏ | 2387/20000 [3:05:50<22:21:40, 4.57s/it] 12%|█▏ | 2388/20000 [3:05:54<21:28:59, 4.39s/it] 12%|█▏ | 2389/20000 [3:05:58<20:38:30, 4.22s/it] 12%|█▏ | 2390/20000 [3:06:02<19:51:36, 4.06s/it] 12%|█▏ | 2391/20000 [3:06:05<19:09:32, 3.92s/it] 12%|█▏ | 2392/20000 [3:06:09<18:28:50, 3.78s/it] 12%|█▏ | 2393/20000 [3:06:12<17:42:20, 3.62s/it] 12%|█▏ | 2394/20000 [3:06:15<16:52:01, 3.45s/it] 12%|█▏ | 2395/20000 [3:06:18<15:57:18, 3.26s/it] 12%|█▏ | 2396/20000 [3:06:20<14:54:12, 3.05s/it] 12%|█▏ | 2397/20000 [3:06:22<13:14:23, 2.71s/it] 12%|█▏ | 2398/20000 [3:06:31<21:40:58, 4.43s/it] 12%|█▏ | 2399/20000 [3:06:37<24:50:24, 5.08s/it] 12%|█▏ | 2400/20000 [3:06:43<25:42:28, 5.26s/it] 12%|█▏ | 2401/20000 [3:06:48<25:46:59, 5.27s/it] 12%|█▏ | 2402/20000 [3:06:53<25:28:09, 5.21s/it] 12%|█▏ | 2403/20000 [3:06:58<24:54:53, 5.10s/it] 12%|█▏ | 2404/20000 [3:07:03<24:02:16, 4.92s/it] 12%|█▏ | 2405/20000 [3:07:07<23:11:59, 4.75s/it] 12%|█▏ | 2406/20000 [3:07:11<22:22:41, 4.58s/it] 12%|█▏ | 2407/20000 [3:07:15<21:36:11, 4.42s/it] 12%|█▏ | 2408/20000 [3:07:19<20:51:58, 4.27s/it] 12%|█▏ | 2409/20000 [3:07:23<20:05:28, 4.11s/it] 12%|█▏ | 2410/20000 [3:07:26<19:19:42, 3.96s/it] 12%|█▏ | 2411/20000 [3:07:30<18:34:00, 3.80s/it] 12%|█▏ | 2412/20000 [3:07:33<17:42:12, 3.62s/it] 12%|█▏ | 2413/20000 [3:07:36<16:51:05, 3.45s/it] 12%|█▏ | 2414/20000 [3:07:39<15:56:04, 3.26s/it] 12%|█▏ | 2415/20000 [3:07:42<15:05:59, 3.09s/it] 12%|█▏ | 2416/20000 [3:07:44<13:14:24, 2.71s/it] 12%|█▏ | 2417/20000 [3:07:49<17:26:15, 3.57s/it] 12%|█▏ | 2418/20000 [3:07:52<16:40:34, 3.41s/it] 12%|█▏ | 2419/20000 [3:08:02<26:45:23, 5.48s/it] 12%|█▏ | 2420/20000 [3:08:09<28:33:31, 5.85s/it] 12%|█▏ | 2421/20000 [3:08:15<28:47:27, 5.90s/it] 12%|█▏ | 2422/20000 [3:08:21<28:12:49, 5.78s/it] 12%|█▏ | 2423/20000 [3:08:26<27:18:41, 5.59s/it] 12%|█▏ | 2424/20000 [3:08:31<26:20:33, 5.40s/it] 12%|█▏ | 2425/20000 [3:08:36<25:22:23, 5.20s/it] 12%|█▏ | 2426/20000 [3:08:40<24:20:39, 4.99s/it] 12%|█▏ | 2427/20000 [3:08:44<23:28:30, 4.81s/it] 12%|█▏ | 2428/20000 [3:08:49<22:31:28, 4.61s/it] 12%|█▏ | 2429/20000 [3:08:53<21:48:10, 4.47s/it] 12%|█▏ | 2430/20000 [3:08:56<20:40:50, 4.24s/it] 12%|█▏ | 2431/20000 [3:09:00<19:49:12, 4.06s/it] 12%|█▏ | 2432/20000 [3:09:04<19:09:47, 3.93s/it] 12%|█▏ | 2433/20000 [3:09:07<18:28:13, 3.79s/it] 12%|█▏ | 2434/20000 [3:09:10<17:40:11, 3.62s/it] 12%|█▏ | 2435/20000 [3:09:13<16:45:46, 3.44s/it] 12%|█▏ | 2436/20000 [3:09:16<15:37:18, 3.20s/it] 12%|█▏ | 2437/20000 [3:09:18<13:46:40, 2.82s/it] 12%|█▏ | 2438/20000 [3:09:27<23:18:46, 4.78s/it] 12%|█▏ | 2439/20000 [3:09:34<25:54:11, 5.31s/it] 12%|█▏ | 2440/20000 [3:09:40<26:47:11, 5.49s/it] 12%|█▏ | 2441/20000 [3:09:45<26:39:54, 5.47s/it] 12%|█▏ | 2442/20000 [3:09:50<26:00:40, 5.33s/it] 12%|█▏ | 2443/20000 [3:09:55<25:14:01, 5.17s/it] 12%|█▏ | 2444/20000 [3:09:59<24:16:25, 4.98s/it] 12%|█▏ | 2445/20000 [3:10:04<23:11:51, 4.76s/it] 12%|█▏ | 2446/20000 [3:10:08<22:27:02, 4.60s/it] 12%|█▏ | 2447/20000 [3:10:12<21:44:17, 4.46s/it] 12%|█▏ | 2448/20000 [3:10:16<20:57:06, 4.30s/it] 12%|█▏ | 2449/20000 [3:10:20<20:08:51, 4.13s/it] 12%|█▏ | 2450/20000 [3:10:23<19:28:47, 4.00s/it] 12%|█▏ | 2451/20000 [3:10:27<18:42:09, 3.84s/it] 12%|█▏ | 2452/20000 [3:10:30<17:50:32, 3.66s/it] 12%|█▏ | 2453/20000 [3:10:33<17:01:03, 3.49s/it] 12%|█▏ | 2454/20000 [3:10:36<16:07:59, 3.31s/it] 12%|█▏ | 2455/20000 [3:10:39<15:05:09, 3.10s/it] 12%|█▏ | 2456/20000 [3:10:41<13:25:50, 2.76s/it] 12%|█▏ | 2457/20000 [3:10:49<22:09:46, 4.55s/it] 12%|█▏ | 2458/20000 [3:10:56<25:15:49, 5.18s/it] 12%|█▏ | 2459/20000 [3:11:02<26:36:04, 5.46s/it] 12%|█▏ | 2460/20000 [3:11:08<26:34:39, 5.45s/it] 12%|█▏ | 2461/20000 [3:11:13<25:56:44, 5.33s/it] 12%|█▏ | 2462/20000 [3:11:18<25:17:25, 5.19s/it] 12%|█▏ | 2463/20000 [3:11:22<24:12:07, 4.97s/it] 12%|█▏ | 2464/20000 [3:11:26<23:11:09, 4.76s/it] 12%|█▏ | 2465/20000 [3:11:30<22:15:51, 4.57s/it] 12%|█▏ | 2466/20000 [3:11:34<21:27:08, 4.40s/it] 12%|█▏ | 2467/20000 [3:11:38<20:41:12, 4.25s/it] 12%|█▏ | 2468/20000 [3:11:42<19:55:38, 4.09s/it] 12%|█▏ | 2469/20000 [3:11:46<19:11:10, 3.94s/it] 12%|█▏ | 2470/20000 [3:11:49<18:32:55, 3.81s/it] 12%|█▏ | 2471/20000 [3:11:52<17:47:28, 3.65s/it] 12%|█▏ | 2472/20000 [3:11:56<17:02:43, 3.50s/it] 12%|█▏ | 2473/20000 [3:11:58<16:08:09, 3.31s/it] 12%|█▏ | 2474/20000 [3:12:01<15:07:12, 3.11s/it] 12%|█▏ | 2475/20000 [3:12:03<13:33:52, 2.79s/it] 12%|█▏ | 2476/20000 [3:12:12<22:34:48, 4.64s/it] 12%|█▏ | 2477/20000 [3:12:19<25:35:23, 5.26s/it] 12%|█▏ | 2478/20000 [3:12:25<26:35:31, 5.46s/it] 12%|█▏ | 2479/20000 [3:12:30<26:48:38, 5.51s/it] 12%|█▏ | 2480/20000 [3:12:36<26:37:12, 5.47s/it] 12%|█▏ | 2481/20000 [3:12:41<26:08:47, 5.37s/it] 12%|█▏ | 2482/20000 [3:12:46<25:19:13, 5.20s/it] 12%|█▏ | 2483/20000 [3:12:50<24:20:34, 5.00s/it] 12%|█▏ | 2484/20000 [3:12:54<23:14:49, 4.78s/it] 12%|█▏ | 2485/20000 [3:12:58<22:08:05, 4.55s/it] 12%|█▏ | 2486/20000 [3:13:02<21:07:33, 4.34s/it] 12%|█▏ | 2487/20000 [3:13:06<20:16:47, 4.17s/it] 12%|█▏ | 2488/20000 [3:13:10<19:25:19, 3.99s/it] 12%|█▏ | 2489/20000 [3:13:13<18:44:54, 3.85s/it] 12%|█▏ | 2490/20000 [3:13:16<17:50:51, 3.67s/it] 12%|█▏ | 2491/20000 [3:13:19<16:56:25, 3.48s/it] 12%|█▏ | 2492/20000 [3:13:22<15:58:54, 3.29s/it] 12%|█▏ | 2493/20000 [3:13:25<14:51:40, 3.06s/it] 12%|█▏ | 2494/20000 [3:13:27<12:56:45, 2.66s/it] 12%|█▏ | 2495/20000 [3:13:33<17:58:56, 3.70s/it] 12%|█▏ | 2496/20000 [3:13:36<17:09:03, 3.53s/it] 12%|█▏ | 2497/20000 [3:13:46<26:16:50, 5.41s/it] 12%|█▏ | 2498/20000 [3:13:52<27:30:50, 5.66s/it] 12%|█▏ | 2499/20000 [3:13:57<27:29:33, 5.66s/it] 12%|█▎ | 2500/20000 [3:14:03<26:55:53, 5.54s/it] 12%|█▎ | 2500/20000 [3:14:03<26:55:53, 5.54s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.10109349340200424, 'eval_wer': 0.09286663712893221, 'eval_runtime': 68.958, 'eval_samples_per_second': 26.929, 'eval_steps_per_second': 1.131, 'epoch': 25.64} {'loss': 0.0366, 'learning_rate': 0.0004487179487179487, 'epoch': 32.05} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:27, 2.76it/s][A 4%|▍ | 3/78 [00:01<00:37, 1.99it/s][A 5%|▌ | 4/78 [00:02<00:42, 1.74it/s][A 6%|▋ | 5/78 [00:02<00:46, 1.55it/s][A 8%|▊ | 6/78 [00:03<00:53, 1.35it/s][A 9%|▉ | 7/78 [00:04<00:58, 1.21it/s][A 10%|█ | 8/78 [00:05<01:02, 1.12it/s][A 12%|█▏ | 9/78 [00:06<01:04, 1.08it/s][A 13%|█▎ | 10/78 [00:07<01:02, 1.08it/s][A 14%|█▍ | 11/78 [00:08<01:00, 1.10it/s][A 15%|█▌ | 12/78 [00:09<00:58, 1.13it/s][A 17%|█▋ | 13/78 [00:10<00:54, 1.20it/s][A 18%|█▊ | 14/78 [00:11<00:54, 1.17it/s][A 19%|█▉ | 15/78 [00:12<00:56, 1.12it/s][A 21%|██ | 16/78 [00:13<00:56, 1.09it/s][A 22%|██▏ | 17/78 [00:13<00:55, 1.09it/s][A 23%|██▎ | 18/78 [00:15<00:58, 1.02it/s][A 24%|██▍ | 19/78 [00:16<00:56, 1.04it/s][A 26%|██▌ | 20/78 [00:16<00:51, 1.13it/s][A 27%|██▋ | 21/78 [00:17<00:51, 1.10it/s][A 28%|██▊ | 22/78 [00:18<00:48, 1.16it/s][A 29%|██▉ | 23/78 [00:19<00:46, 1.20it/s][A 31%|███ | 24/78 [00:20<00:45, 1.17it/s][A 32%|███▏ | 25/78 [00:20<00:43, 1.22it/s][A 33%|███▎ | 26/78 [00:21<00:41, 1.26it/s][A 35%|███▍ | 27/78 [00:22<00:40, 1.27it/s][A 36%|███▌ | 28/78 [00:23<00:40, 1.23it/s][A 37%|███▋ | 29/78 [00:23<00:37, 1.30it/s][A 38%|███▊ | 30/78 [00:24<00:39, 1.22it/s][A 40%|███▉ | 31/78 [00:25<00:37, 1.26it/s][A 41%|████ | 32/78 [00:26<00:35, 1.28it/s][A 42%|████▏ | 33/78 [00:27<00:34, 1.30it/s][A 44%|████▎ | 34/78 [00:27<00:33, 1.33it/s][A 45%|████▍ | 35/78 [00:28<00:31, 1.37it/s][A 46%|████▌ | 36/78 [00:29<00:30, 1.39it/s][A 47%|████▋ | 37/78 [00:29<00:30, 1.34it/s][A 49%|████▊ | 38/78 [00:30<00:30, 1.31it/s][A 50%|█████ | 39/78 [00:31<00:33, 1.18it/s][A 51%|█████▏ | 40/78 [00:32<00:33, 1.13it/s][A 53%|█████▎ | 41/78 [00:33<00:36, 1.02it/s][A 54%|█████▍ | 42/78 [00:34<00:34, 1.05it/s][A 55%|█████▌ | 43/78 [00:35<00:33, 1.05it/s][A 56%|█████▋ | 44/78 [00:36<00:32, 1.05it/s][A 58%|█████▊ | 45/78 [00:37<00:30, 1.09it/s][A 59%|█████▉ | 46/78 [00:38<00:33, 1.05s/it][A 60%|██████ | 47/78 [00:39<00:29, 1.05it/s][A 62%|██████▏ | 48/78 [00:40<00:26, 1.12it/s][A 63%|██████▎ | 49/78 [00:41<00:23, 1.21it/s][A 64%|██████▍ | 50/78 [00:41<00:22, 1.23it/s][A 65%|██████▌ | 51/78 [00:42<00:20, 1.31it/s][A 67%|██████▋ | 52/78 [00:43<00:19, 1.33it/s][A 68%|██████▊ | 53/78 [00:44<00:18, 1.33it/s][A 69%|██████▉ | 54/78 [00:44<00:18, 1.27it/s][A 71%|███████ | 55/78 [00:45<00:18, 1.23it/s][A 72%|███████▏ | 56/78 [00:46<00:18, 1.22it/s][A 73%|███████▎ | 57/78 [00:47<00:20, 1.04it/s][A 74%|███████▍ | 58/78 [00:48<00:19, 1.05it/s][A 76%|███████▌ | 59/78 [00:49<00:18, 1.02it/s][A 77%|███████▋ | 60/78 [00:50<00:16, 1.08it/s][A 78%|███████▊ | 61/78 [00:51<00:15, 1.10it/s][A 79%|███████▉ | 62/78 [00:52<00:14, 1.11it/s][A 81%|████████ | 63/78 [00:53<00:13, 1.13it/s][A 82%|████████▏ | 64/78 [00:54<00:12, 1.12it/s][A 83%|████████▎ | 65/78 [00:55<00:11, 1.13it/s][A 85%|████████▍ | 66/78 [00:55<00:10, 1.15it/s][A 86%|████████▌ | 67/78 [00:56<00:09, 1.14it/s][A 87%|████████▋ | 68/78 [00:57<00:08, 1.16it/s][A 88%|████████▊ | 69/78 [00:58<00:07, 1.17it/s][A 90%|████████▉ | 70/78 [00:59<00:07, 1.12it/s][A 91%|█████████ | 71/78 [01:00<00:05, 1.17it/s][A 92%|█████████▏| 72/78 [01:01<00:05, 1.18it/s][A 94%|█████████▎| 73/78 [01:01<00:04, 1.16it/s][A 95%|█████████▍| 74/78 [01:02<00:03, 1.16it/s][A 96%|█████████▌| 75/78 [01:03<00:02, 1.17it/s][A 97%|█████████▋| 76/78 [01:04<00:01, 1.15it/s][A 99%|█████████▊| 77/78 [01:05<00:00, 1.20it/s][A 100%|██████████| 78/78 [01:05<00:00, 1.49it/s][A [A 12%|█▎ | 2500/20000 [3:15:11<26:55:53, 5.54s/it] 100%|██████████| 78/78 [01:07<00:00, 1.49it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-2500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-2500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-2500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-2500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-2000] due to args.save_total_limit 13%|█▎ | 2501/20000 [3:15:28<143:47:22, 29.58s/it] 13%|█▎ | 2502/20000 [3:15:33<107:58:51, 22.22s/it] 13%|█▎ | 2503/20000 [3:15:38<82:30:15, 16.98s/it] 13%|█▎ | 2504/20000 [3:15:43<64:15:28, 13.22s/it] 13%|█▎ | 2505/20000 [3:15:47<51:19:50, 10.56s/it] 13%|█▎ | 2506/20000 [3:15:51<41:58:30, 8.64s/it] 13%|█▎ | 2507/20000 [3:15:55<35:14:03, 7.25s/it] 13%|█▎ | 2508/20000 [3:15:59<30:15:58, 6.23s/it] 13%|█▎ | 2509/20000 [3:16:03<26:35:20, 5.47s/it] 13%|█▎ | 2510/20000 [3:16:06<23:50:08, 4.91s/it] 13%|█▎ | 2511/20000 [3:16:10<21:31:18, 4.43s/it] 13%|█▎ | 2512/20000 [3:16:13<19:55:06, 4.10s/it] 13%|█▎ | 2513/20000 [3:16:16<18:17:15, 3.76s/it] 13%|█▎ | 2514/20000 [3:16:19<16:41:14, 3.44s/it] 13%|█▎ | 2515/20000 [3:16:21<14:29:18, 2.98s/it] 13%|█▎ | 2516/20000 [3:16:31<24:47:32, 5.10s/it] 13%|█▎ | 2517/20000 [3:16:38<27:37:25, 5.69s/it] 13%|█▎ | 2518/20000 [3:16:44<27:51:34, 5.74s/it] 13%|█▎ | 2519/20000 [3:16:49<27:13:55, 5.61s/it] 13%|█▎ | 2520/20000 [3:16:54<26:25:03, 5.44s/it] 13%|█▎ | 2521/20000 [3:16:59<25:17:42, 5.21s/it] 13%|█▎ | 2522/20000 [3:17:03<24:45:17, 5.10s/it] 13%|█▎ | 2523/20000 [3:17:08<23:37:26, 4.87s/it] 13%|█▎ | 2524/20000 [3:17:12<22:36:51, 4.66s/it] 13%|█▎ | 2525/20000 [3:17:16<21:45:50, 4.48s/it] 13%|█▎ | 2526/20000 [3:17:20<21:04:10, 4.34s/it] 13%|█▎ | 2527/20000 [3:17:24<20:13:47, 4.17s/it] 13%|█▎ | 2528/20000 [3:17:27<19:22:31, 3.99s/it] 13%|█▎ | 2529/20000 [3:17:31<18:35:00, 3.83s/it] 13%|█▎ | 2530/20000 [3:17:34<17:43:57, 3.65s/it] 13%|█▎ | 2531/20000 [3:17:37<16:55:34, 3.49s/it] 13%|█▎ | 2532/20000 [3:17:40<16:03:42, 3.31s/it] 13%|█▎ | 2533/20000 [3:17:43<15:03:55, 3.11s/it] 13%|█▎ | 2534/20000 [3:17:45<13:22:09, 2.76s/it] 13%|█▎ | 2535/20000 [3:17:53<22:06:55, 4.56s/it] 13%|█▎ | 2536/20000 [3:18:00<25:05:53, 5.17s/it] 13%|█▎ | 2537/20000 [3:18:06<25:43:03, 5.30s/it] 13%|█▎ | 2538/20000 [3:18:11<25:43:03, 5.30s/it] 13%|█▎ | 2539/20000 [3:18:16<25:16:58, 5.21s/it] 13%|█▎ | 2540/20000 [3:18:21<24:39:10, 5.08s/it] 13%|█▎ | 2541/20000 [3:18:25<23:56:19, 4.94s/it] 13%|█▎ | 2542/20000 [3:18:30<23:13:03, 4.79s/it] 13%|█▎ | 2543/20000 [3:18:34<22:34:13, 4.65s/it] 13%|█▎ | 2544/20000 [3:18:38<21:45:35, 4.49s/it] 13%|█▎ | 2545/20000 [3:18:42<20:49:15, 4.29s/it] 13%|█▎ | 2546/20000 [3:18:46<20:04:23, 4.14s/it] 13%|█▎ | 2547/20000 [3:18:49<19:19:07, 3.98s/it] 13%|█▎ | 2548/20000 [3:18:53<18:36:17, 3.84s/it] 13%|█▎ | 2549/20000 [3:18:56<17:45:17, 3.66s/it] 13%|█▎ | 2550/20000 [3:18:59<16:50:57, 3.48s/it] 13%|█▎ | 2551/20000 [3:19:02<15:54:11, 3.28s/it] 13%|█▎ | 2552/20000 [3:19:05<14:48:15, 3.05s/it] 13%|█▎ | 2553/20000 [3:19:06<13:08:33, 2.71s/it] 13%|█▎ | 2554/20000 [3:19:15<21:04:34, 4.35s/it] 13%|█▎ | 2555/20000 [3:19:21<24:03:21, 4.96s/it] 13%|█▎ | 2556/20000 [3:19:27<25:13:17, 5.21s/it] 13%|█▎ | 2557/20000 [3:19:32<25:15:28, 5.21s/it] 13%|█▎ | 2558/20000 [3:19:37<24:51:34, 5.13s/it] 13%|█▎ | 2559/20000 [3:19:42<24:12:27, 5.00s/it] 13%|█▎ | 2560/20000 [3:19:46<23:22:45, 4.83s/it] 13%|█▎ | 2561/20000 [3:19:50<22:36:54, 4.67s/it] 13%|█▎ | 2562/20000 [3:19:54<21:51:37, 4.51s/it] 13%|█▎ | 2563/20000 [3:19:58<21:03:02, 4.35s/it] 13%|█▎ | 2564/20000 [3:20:02<20:17:00, 4.19s/it] 13%|█▎ | 2565/20000 [3:20:06<19:35:13, 4.04s/it] 13%|█▎ | 2566/20000 [3:20:10<18:55:58, 3.91s/it] 13%|█▎ | 2567/20000 [3:20:13<18:19:37, 3.78s/it] 13%|█▎ | 2568/20000 [3:20:16<17:29:09, 3.61s/it] 13%|█▎ | 2569/20000 [3:20:19<16:38:43, 3.44s/it] 13%|█▎ | 2570/20000 [3:20:22<16:08:53, 3.34s/it] 13%|█▎ | 2571/20000 [3:20:25<15:30:56, 3.20s/it] 13%|█▎ | 2572/20000 [3:20:27<13:49:59, 2.86s/it] 13%|█▎ | 2573/20000 [3:20:33<18:09:33, 3.75s/it] 13%|█▎ | 2574/20000 [3:20:36<17:16:07, 3.57s/it] 13%|█▎ | 2575/20000 [3:20:47<26:53:51, 5.56s/it] 13%|█▎ | 2576/20000 [3:20:53<28:18:13, 5.85s/it] 13%|█▎ | 2577/20000 [3:20:59<28:13:20, 5.83s/it] 13%|█▎ | 2578/20000 [3:21:04<27:25:58, 5.67s/it] 13%|█▎ | 2579/20000 [3:21:09<26:39:09, 5.51s/it] 13%|█▎ | 2580/20000 [3:21:14<25:49:55, 5.34s/it] 13%|█▎ | 2581/20000 [3:21:19<24:38:35, 5.09s/it] 13%|█▎ | 2582/20000 [3:21:23<23:30:03, 4.86s/it] 13%|█▎ | 2583/20000 [3:21:27<22:21:49, 4.62s/it] 13%|█▎ | 2584/20000 [3:21:31<21:33:03, 4.45s/it] 13%|█▎ | 2585/20000 [3:21:35<20:41:22, 4.28s/it] 13%|█▎ | 2586/20000 [3:21:39<19:51:50, 4.11s/it] 13%|█▎ | 2587/20000 [3:21:42<19:03:51, 3.94s/it] 13%|█▎ | 2588/20000 [3:21:46<18:16:07, 3.78s/it] 13%|█▎ | 2589/20000 [3:21:49<17:29:10, 3.62s/it] 13%|█▎ | 2590/20000 [3:21:52<16:38:00, 3.44s/it] 13%|█▎ | 2591/20000 [3:21:55<15:46:24, 3.26s/it] 13%|█▎ | 2592/20000 [3:21:57<14:43:52, 3.05s/it] 13%|█▎ | 2593/20000 [3:21:59<12:58:21, 2.68s/it] 13%|█▎ | 2594/20000 [3:22:08<21:27:11, 4.44s/it] 13%|█▎ | 2595/20000 [3:22:14<24:12:53, 5.01s/it] 13%|█▎ | 2596/20000 [3:22:20<25:05:24, 5.19s/it] 13%|█▎ | 2597/20000 [3:22:25<25:11:16, 5.21s/it] 13%|█▎ | 2598/20000 [3:22:30<24:47:47, 5.13s/it] 13%|█▎ | 2599/20000 [3:22:35<24:06:57, 4.99s/it] 13%|█▎ | 2600/20000 [3:22:39<23:27:20, 4.85s/it] 13%|█▎ | 2601/20000 [3:22:44<23:11:04, 4.80s/it] 13%|█▎ | 2602/20000 [3:22:48<22:16:54, 4.61s/it] 13%|█▎ | 2603/20000 [3:22:52<21:22:11, 4.42s/it] 13%|█▎ | 2604/20000 [3:22:56<20:29:14, 4.24s/it] 13%|█▎ | 2605/20000 [3:22:59<19:40:37, 4.07s/it] 13%|█▎ | 2606/20000 [3:23:03<18:56:02, 3.92s/it] 13%|█▎ | 2607/20000 [3:23:06<18:13:01, 3.77s/it] 13%|█▎ | 2608/20000 [3:23:10<17:26:50, 3.61s/it] 13%|█▎ | 2609/20000 [3:23:13<16:36:04, 3.44s/it] 13%|█▎ | 2610/20000 [3:23:15<15:39:06, 3.24s/it] 13%|█▎ | 2611/20000 [3:23:18<14:36:04, 3.02s/it] 13%|█▎ | 2612/20000 [3:23:20<12:51:07, 2.66s/it] 13%|█▎ | 2613/20000 [3:23:28<21:36:07, 4.47s/it] 13%|█▎ | 2614/20000 [3:23:35<24:31:44, 5.08s/it] 13%|█▎ | 2615/20000 [3:23:41<25:23:15, 5.26s/it] 13%|█▎ | 2616/20000 [3:23:46<25:35:52, 5.30s/it] 13%|█▎ | 2617/20000 [3:23:51<25:07:54, 5.20s/it] 13%|█▎ | 2618/20000 [3:23:56<24:27:28, 5.07s/it] 13%|█▎ | 2619/20000 [3:24:00<23:38:53, 4.90s/it] 13%|█▎ | 2620/20000 [3:24:05<22:50:35, 4.73s/it] 13%|█▎ | 2621/20000 [3:24:09<22:07:25, 4.58s/it] 13%|█▎ | 2622/20000 [3:24:13<21:19:55, 4.42s/it] 13%|█▎ | 2623/20000 [3:24:17<20:47:02, 4.31s/it] 13%|█▎ | 2624/20000 [3:24:21<20:04:07, 4.16s/it] 13%|█▎ | 2625/20000 [3:24:24<19:12:28, 3.98s/it] 13%|█▎ | 2626/20000 [3:24:28<18:27:31, 3.82s/it] 13%|█▎ | 2627/20000 [3:24:31<17:37:18, 3.65s/it] 13%|█▎ | 2628/20000 [3:24:34<17:09:25, 3.56s/it] 13%|█▎ | 2629/20000 [3:24:37<16:25:17, 3.40s/it] 13%|█▎ | 2630/20000 [3:24:40<15:31:45, 3.22s/it] 13%|█▎ | 2631/20000 [3:24:42<13:51:39, 2.87s/it] 13%|█▎ | 2632/20000 [3:24:52<23:51:24, 4.94s/it] 13%|█▎ | 2633/20000 [3:24:59<26:32:22, 5.50s/it] 13%|█▎ | 2634/20000 [3:25:05<27:14:21, 5.65s/it] 13%|█▎ | 2635/20000 [3:25:10<27:01:44, 5.60s/it] 13%|█▎ | 2636/20000 [3:25:16<26:43:57, 5.54s/it] 13%|█▎ | 2637/20000 [3:25:21<25:56:38, 5.38s/it] 13%|█▎ | 2638/20000 [3:25:26<25:11:28, 5.22s/it] 13%|█▎ | 2639/20000 [3:25:30<24:10:26, 5.01s/it] 13%|█▎ | 2640/20000 [3:25:34<23:15:46, 4.82s/it] 13%|█▎ | 2641/20000 [3:25:39<22:28:14, 4.66s/it] 13%|█▎ | 2642/20000 [3:25:43<21:45:01, 4.51s/it] 13%|█▎ | 2643/20000 [3:25:47<20:57:57, 4.35s/it] 13%|█▎ | 2644/20000 [3:25:51<20:13:34, 4.20s/it] 13%|█▎ | 2645/20000 [3:25:54<19:25:24, 4.03s/it] 13%|█▎ | 2646/20000 [3:25:58<18:41:29, 3.88s/it] 13%|█▎ | 2647/20000 [3:26:01<17:52:03, 3.71s/it] 13%|█▎ | 2648/20000 [3:26:04<17:01:49, 3.53s/it] 13%|█▎ | 2649/20000 [3:26:07<16:00:43, 3.32s/it] 13%|█▎ | 2650/20000 [3:26:09<14:13:22, 2.95s/it] 13%|█▎ | 2651/20000 [3:26:16<19:06:05, 3.96s/it] 13%|█▎ | 2652/20000 [3:26:19<17:59:37, 3.73s/it] 13%|█▎ | 2653/20000 [3:26:29<27:10:36, 5.64s/it] 13%|█▎ | 2654/20000 [3:26:35<28:22:26, 5.89s/it] 13%|█▎ | 2655/20000 [3:26:41<28:15:52, 5.87s/it] 13%|█▎ | 2656/20000 [3:26:46<27:21:50, 5.68s/it] 13%|█▎ | 2657/20000 [3:26:51<26:16:39, 5.45s/it] 13%|█▎ | 2658/20000 [3:26:56<25:15:10, 5.24s/it] 13%|█▎ | 2659/20000 [3:27:00<23:57:32, 4.97s/it] 13%|█▎ | 2660/20000 [3:27:05<22:55:58, 4.76s/it] 13%|█▎ | 2661/20000 [3:27:09<21:58:55, 4.56s/it] 13%|█▎ | 2662/20000 [3:27:13<21:30:03, 4.46s/it] 13%|█▎ | 2663/20000 [3:27:17<20:40:06, 4.29s/it] 13%|█▎ | 2664/20000 [3:27:21<19:48:36, 4.11s/it] 13%|█▎ | 2665/20000 [3:27:24<19:06:47, 3.97s/it] 13%|█▎ | 2666/20000 [3:27:28<18:26:53, 3.83s/it] 13%|█▎ | 2667/20000 [3:27:31<17:32:34, 3.64s/it] 13%|█▎ | 2668/20000 [3:27:34<16:38:26, 3.46s/it] 13%|█▎ | 2669/20000 [3:27:37<15:39:36, 3.25s/it] 13%|█▎ | 2670/20000 [3:27:39<14:36:51, 3.04s/it] 13%|█▎ | 2671/20000 [3:27:41<13:00:07, 2.70s/it] 13%|█▎ | 2672/20000 [3:27:50<22:11:25, 4.61s/it] 13%|█▎ | 2673/20000 [3:27:57<24:46:27, 5.15s/it] 13%|█▎ | 2674/20000 [3:28:02<25:28:28, 5.29s/it] 13%|█▎ | 2675/20000 [3:28:08<25:24:38, 5.28s/it] 13%|█▎ | 2676/20000 [3:28:12<24:57:10, 5.19s/it] 13%|█▎ | 2677/20000 [3:28:17<24:12:58, 5.03s/it] 13%|█▎ | 2678/20000 [3:28:22<23:40:36, 4.92s/it] 13%|█▎ | 2679/20000 [3:28:26<23:01:46, 4.79s/it] 13%|█▎ | 2680/20000 [3:28:30<22:10:49, 4.61s/it] 13%|█▎ | 2681/20000 [3:28:34<21:15:29, 4.42s/it] 13%|█▎ | 2682/20000 [3:28:38<20:25:32, 4.25s/it] 13%|█▎ | 2683/20000 [3:28:42<19:44:58, 4.11s/it] 13%|█▎ | 2684/20000 [3:28:46<19:00:35, 3.95s/it] 13%|█▎ | 2685/20000 [3:28:49<18:31:58, 3.85s/it] 13%|█▎ | 2686/20000 [3:28:53<17:55:58, 3.73s/it] 13%|█▎ | 2687/20000 [3:28:56<17:19:51, 3.60s/it] 13%|█▎ | 2688/20000 [3:28:59<16:35:40, 3.45s/it] 13%|█▎ | 2689/20000 [3:29:02<15:36:43, 3.25s/it] 13%|█▎ | 2690/20000 [3:29:04<13:57:08, 2.90s/it] 13%|█▎ | 2691/20000 [3:29:13<23:19:47, 4.85s/it] 13%|█▎ | 2692/20000 [3:29:20<26:07:01, 5.43s/it] 13%|█▎ | 2693/20000 [3:29:26<26:43:39, 5.56s/it] 13%|█▎ | 2694/20000 [3:29:32<26:36:21, 5.53s/it] 13%|█▎ | 2695/20000 [3:29:37<26:17:23, 5.47s/it] 13%|█▎ | 2696/20000 [3:29:42<25:43:06, 5.35s/it] 13%|█▎ | 2697/20000 [3:29:47<24:45:09, 5.15s/it] 13%|█▎ | 2698/20000 [3:29:51<23:54:17, 4.97s/it] 13%|█▎ | 2699/20000 [3:29:56<23:07:26, 4.81s/it] 14%|█▎ | 2700/20000 [3:30:00<22:22:12, 4.66s/it] 14%|█▎ | 2701/20000 [3:30:04<21:33:13, 4.49s/it] 14%|█▎ | 2702/20000 [3:30:08<20:46:17, 4.32s/it] 14%|█▎ | 2703/20000 [3:30:12<20:03:54, 4.18s/it] 14%|█▎ | 2704/20000 [3:30:15<19:20:33, 4.03s/it] 14%|█▎ | 2705/20000 [3:30:19<18:22:54, 3.83s/it] 14%|█▎ | 2706/20000 [3:30:22<17:24:16, 3.62s/it] 14%|█▎ | 2707/20000 [3:30:25<16:26:34, 3.42s/it] 14%|█▎ | 2708/20000 [3:30:27<15:09:06, 3.15s/it] 14%|█▎ | 2709/20000 [3:30:29<13:17:19, 2.77s/it] 14%|█▎ | 2710/20000 [3:30:38<21:51:43, 4.55s/it] 14%|█▎ | 2711/20000 [3:30:44<24:35:14, 5.12s/it] 14%|█▎ | 2712/20000 [3:30:50<25:24:16, 5.29s/it] 14%|█▎ | 2713/20000 [3:30:55<25:18:58, 5.27s/it] 14%|█▎ | 2714/20000 [3:31:00<24:48:54, 5.17s/it] 14%|█▎ | 2715/20000 [3:31:05<24:10:39, 5.04s/it] 14%|█▎ | 2716/20000 [3:31:09<23:20:04, 4.86s/it] 14%|█▎ | 2717/20000 [3:31:14<22:36:55, 4.71s/it] 14%|█▎ | 2718/20000 [3:31:18<21:49:04, 4.54s/it] 14%|█▎ | 2719/20000 [3:31:22<21:03:04, 4.39s/it] 14%|█▎ | 2720/20000 [3:31:26<20:14:46, 4.22s/it] 14%|█▎ | 2721/20000 [3:31:30<19:34:10, 4.08s/it] 14%|█▎ | 2722/20000 [3:31:33<18:51:45, 3.93s/it] 14%|█▎ | 2723/20000 [3:31:36<17:59:45, 3.75s/it] 14%|█▎ | 2724/20000 [3:31:40<17:19:28, 3.61s/it] 14%|█▎ | 2725/20000 [3:31:43<16:33:04, 3.45s/it] 14%|█▎ | 2726/20000 [3:31:46<15:39:57, 3.26s/it] 14%|█▎ | 2727/20000 [3:31:48<14:36:07, 3.04s/it] 14%|█▎ | 2728/20000 [3:31:50<12:52:45, 2.68s/it] 14%|█▎ | 2729/20000 [3:31:56<16:51:13, 3.51s/it] 14%|█▎ | 2730/20000 [3:31:59<16:16:51, 3.39s/it] 14%|█▎ | 2731/20000 [3:32:09<25:50:05, 5.39s/it] 14%|█▎ | 2732/20000 [3:32:15<27:14:52, 5.68s/it] 14%|█▎ | 2733/20000 [3:32:21<27:25:22, 5.72s/it] 14%|█▎ | 2734/20000 [3:32:27<27:21:49, 5.71s/it] 14%|█▎ | 2735/20000 [3:32:32<26:54:49, 5.61s/it] 14%|█▎ | 2736/20000 [3:32:37<26:14:27, 5.47s/it] 14%|█▎ | 2737/20000 [3:32:42<25:40:39, 5.35s/it] 14%|█▎ | 2738/20000 [3:32:47<24:29:07, 5.11s/it] 14%|█▎ | 2739/20000 [3:32:51<23:24:45, 4.88s/it] 14%|█▎ | 2740/20000 [3:32:55<22:22:17, 4.67s/it] 14%|█▎ | 2741/20000 [3:32:59<21:25:13, 4.47s/it] 14%|█▎ | 2742/20000 [3:33:03<20:30:03, 4.28s/it] 14%|█▎ | 2743/20000 [3:33:07<19:42:10, 4.11s/it] 14%|█▎ | 2744/20000 [3:33:10<18:57:15, 3.95s/it] 14%|█▎ | 2745/20000 [3:33:14<18:07:54, 3.78s/it] 14%|█▎ | 2746/20000 [3:33:17<17:16:13, 3.60s/it] 14%|█▎ | 2747/20000 [3:33:20<16:22:54, 3.42s/it] 14%|█▎ | 2748/20000 [3:33:23<15:19:36, 3.20s/it] 14%|█▎ | 2749/20000 [3:33:24<13:27:26, 2.81s/it] 14%|█▍ | 2750/20000 [3:33:34<22:50:52, 4.77s/it] 14%|█▍ | 2751/20000 [3:33:40<25:26:37, 5.31s/it] 14%|█▍ | 2752/20000 [3:33:46<26:15:45, 5.48s/it] 14%|█▍ | 2753/20000 [3:33:52<26:00:29, 5.43s/it] 14%|█▍ | 2754/20000 [3:33:57<25:38:33, 5.35s/it] 14%|█▍ | 2755/20000 [3:34:02<24:57:58, 5.21s/it] 14%|█▍ | 2756/20000 [3:34:06<24:04:57, 5.03s/it] 14%|█▍ | 2757/20000 [3:34:11<23:11:54, 4.84s/it] 14%|█▍ | 2758/20000 [3:34:15<22:22:57, 4.67s/it] 14%|█▍ | 2759/20000 [3:34:19<21:48:28, 4.55s/it] 14%|█▍ | 2760/20000 [3:34:23<21:24:07, 4.47s/it] 14%|█▍ | 2761/20000 [3:34:28<20:53:48, 4.36s/it] 14%|█▍ | 2762/20000 [3:34:31<20:11:27, 4.22s/it] 14%|█▍ | 2763/20000 [3:34:35<19:35:09, 4.09s/it] 14%|█▍ | 2764/20000 [3:34:39<18:52:35, 3.94s/it] 14%|█▍ | 2765/20000 [3:34:42<18:09:41, 3.79s/it] 14%|█▍ | 2766/20000 [3:34:45<17:08:52, 3.58s/it] 14%|█▍ | 2767/20000 [3:34:48<15:50:05, 3.31s/it] 14%|█▍ | 2768/20000 [3:34:50<13:50:43, 2.89s/it] 14%|█▍ | 2769/20000 [3:34:59<22:59:53, 4.80s/it] 14%|█▍ | 2770/20000 [3:35:06<25:43:50, 5.38s/it] 14%|█▍ | 2771/20000 [3:35:12<26:25:42, 5.52s/it] 14%|█▍ | 2772/20000 [3:35:17<26:16:11, 5.49s/it] 14%|█▍ | 2773/20000 [3:35:22<25:44:02, 5.38s/it] 14%|█▍ | 2774/20000 [3:35:27<24:58:45, 5.22s/it] 14%|█▍ | 2775/20000 [3:35:32<24:07:36, 5.04s/it] 14%|█▍ | 2776/20000 [3:35:36<23:15:10, 4.86s/it] 14%|█▍ | 2777/20000 [3:35:41<22:31:20, 4.71s/it] 14%|█▍ | 2778/20000 [3:35:45<21:48:04, 4.56s/it] 14%|█▍ | 2779/20000 [3:35:49<20:58:31, 4.38s/it] 14%|█▍ | 2780/20000 [3:35:53<20:16:46, 4.24s/it] 14%|█▍ | 2781/20000 [3:35:56<19:39:14, 4.11s/it] 14%|█▍ | 2782/20000 [3:36:00<19:00:04, 3.97s/it] 14%|█▍ | 2783/20000 [3:36:04<18:09:21, 3.80s/it] 14%|█▍ | 2784/20000 [3:36:07<17:20:30, 3.63s/it] 14%|█▍ | 2785/20000 [3:36:10<16:26:36, 3.44s/it] 14%|█▍ | 2786/20000 [3:36:12<15:23:28, 3.22s/it] 14%|█▍ | 2787/20000 [3:36:15<13:46:35, 2.88s/it] 14%|█▍ | 2788/20000 [3:36:24<23:28:11, 4.91s/it] 14%|█▍ | 2789/20000 [3:36:31<26:01:36, 5.44s/it] 14%|█▍ | 2790/20000 [3:36:37<26:53:55, 5.63s/it] 14%|█▍ | 2791/20000 [3:36:43<26:50:05, 5.61s/it] 14%|█▍ | 2792/20000 [3:36:48<26:25:35, 5.53s/it] 14%|█▍ | 2793/20000 [3:36:53<25:50:09, 5.41s/it] 14%|█▍ | 2794/20000 [3:36:58<24:55:34, 5.22s/it] 14%|█▍ | 2795/20000 [3:37:02<24:02:21, 5.03s/it] 14%|█▍ | 2796/20000 [3:37:07<23:22:34, 4.89s/it] 14%|█▍ | 2797/20000 [3:37:11<22:20:50, 4.68s/it] 14%|█▍ | 2798/20000 [3:37:15<21:28:04, 4.49s/it] 14%|█▍ | 2799/20000 [3:37:19<20:41:07, 4.33s/it] 14%|█▍ | 2800/20000 [3:37:23<20:00:38, 4.19s/it] 14%|█▍ | 2801/20000 [3:37:27<19:18:20, 4.04s/it] 14%|█▍ | 2802/20000 [3:37:30<18:27:09, 3.86s/it] 14%|█▍ | 2803/20000 [3:37:33<17:35:54, 3.68s/it] 14%|█▍ | 2804/20000 [3:37:37<16:57:07, 3.55s/it] 14%|█▍ | 2805/20000 [3:37:39<15:59:42, 3.35s/it] 14%|█▍ | 2806/20000 [3:37:42<14:20:39, 3.00s/it] 14%|█▍ | 2807/20000 [3:37:48<19:05:58, 4.00s/it] 14%|█▍ | 2808/20000 [3:37:51<17:55:22, 3.75s/it] 14%|█▍ | 2809/20000 [3:38:01<27:04:45, 5.67s/it] 14%|█▍ | 2810/20000 [3:38:08<28:09:08, 5.90s/it] 14%|█▍ | 2811/20000 [3:38:13<27:50:05, 5.83s/it] 14%|█▍ | 2812/20000 [3:38:19<26:46:16, 5.61s/it] 14%|█▍ | 2813/20000 [3:38:23<25:39:40, 5.37s/it] 14%|█▍ | 2814/20000 [3:38:28<24:39:19, 5.16s/it] 14%|█▍ | 2815/20000 [3:38:33<24:05:54, 5.05s/it] 14%|█▍ | 2816/20000 [3:38:38<23:45:19, 4.98s/it] 14%|█▍ | 2817/20000 [3:38:42<23:16:52, 4.88s/it] 14%|█▍ | 2818/20000 [3:38:47<22:30:30, 4.72s/it] 14%|█▍ | 2819/20000 [3:38:51<21:38:36, 4.54s/it] 14%|█▍ | 2820/20000 [3:38:55<20:54:23, 4.38s/it] 14%|█▍ | 2821/20000 [3:38:59<20:05:56, 4.21s/it] 14%|█▍ | 2822/20000 [3:39:02<19:19:16, 4.05s/it] 14%|█▍ | 2823/20000 [3:39:06<18:25:55, 3.86s/it] 14%|█▍ | 2824/20000 [3:39:09<17:32:13, 3.68s/it] 14%|█▍ | 2825/20000 [3:39:12<16:33:53, 3.47s/it] 14%|█▍ | 2826/20000 [3:39:15<15:27:29, 3.24s/it] 14%|█▍ | 2827/20000 [3:39:16<13:32:23, 2.84s/it] 14%|█▍ | 2828/20000 [3:39:26<22:50:44, 4.79s/it] 14%|█▍ | 2829/20000 [3:39:33<25:49:13, 5.41s/it] 14%|█▍ | 2830/20000 [3:39:38<26:18:12, 5.51s/it] 14%|█▍ | 2831/20000 [3:39:44<26:06:41, 5.48s/it] 14%|█▍ | 2832/20000 [3:39:49<25:22:38, 5.32s/it] 14%|█▍ | 2833/20000 [3:39:53<24:28:47, 5.13s/it] 14%|█▍ | 2834/20000 [3:39:58<23:26:45, 4.92s/it] 14%|█▍ | 2835/20000 [3:40:02<22:40:52, 4.76s/it] 14%|█▍ | 2836/20000 [3:40:06<21:53:51, 4.59s/it] 14%|█▍ | 2837/20000 [3:40:11<21:06:50, 4.43s/it] 14%|█▍ | 2838/20000 [3:40:14<20:19:13, 4.26s/it] 14%|█▍ | 2839/20000 [3:40:18<19:31:43, 4.10s/it] 14%|█▍ | 2840/20000 [3:40:22<18:49:55, 3.95s/it] 14%|█▍ | 2841/20000 [3:40:25<18:08:25, 3.81s/it] 14%|█▍ | 2842/20000 [3:40:29<17:26:45, 3.66s/it] 14%|█▍ | 2843/20000 [3:40:32<16:38:29, 3.49s/it] 14%|█▍ | 2844/20000 [3:40:35<15:45:52, 3.31s/it] 14%|█▍ | 2845/20000 [3:40:37<14:40:11, 3.08s/it] 14%|█▍ | 2846/20000 [3:40:39<12:56:04, 2.71s/it] 14%|█▍ | 2847/20000 [3:40:48<21:33:49, 4.53s/it] 14%|█▍ | 2848/20000 [3:40:54<24:27:06, 5.13s/it] 14%|█▍ | 2849/20000 [3:41:00<25:21:12, 5.32s/it] 14%|█▍ | 2850/20000 [3:41:05<25:23:32, 5.33s/it] 14%|█▍ | 2851/20000 [3:41:10<24:59:30, 5.25s/it] 14%|█▍ | 2852/20000 [3:41:15<24:36:08, 5.16s/it] 14%|█▍ | 2853/20000 [3:41:20<23:49:23, 5.00s/it] 14%|█▍ | 2854/20000 [3:41:24<22:53:39, 4.81s/it] 14%|█▍ | 2855/20000 [3:41:29<22:03:36, 4.63s/it] 14%|█▍ | 2856/20000 [3:41:33<21:15:18, 4.46s/it] 14%|█▍ | 2857/20000 [3:41:37<20:28:25, 4.30s/it] 14%|█▍ | 2858/20000 [3:41:40<19:44:46, 4.15s/it] 14%|█▍ | 2859/20000 [3:41:44<19:00:53, 3.99s/it] 14%|█▍ | 2860/20000 [3:41:47<18:09:05, 3.81s/it] 14%|█▍ | 2861/20000 [3:41:51<17:29:21, 3.67s/it] 14%|█▍ | 2862/20000 [3:41:54<16:49:45, 3.54s/it] 14%|█▍ | 2863/20000 [3:41:57<15:55:24, 3.35s/it] 14%|█▍ | 2864/20000 [3:41:59<14:53:44, 3.13s/it] 14%|█▍ | 2865/20000 [3:42:01<13:14:43, 2.78s/it] 14%|█▍ | 2866/20000 [3:42:10<22:12:31, 4.67s/it] 14%|█▍ | 2867/20000 [3:42:17<24:52:56, 5.23s/it] 14%|█▍ | 2868/20000 [3:42:23<25:34:59, 5.38s/it] 14%|█▍ | 2869/20000 [3:42:28<25:30:29, 5.36s/it] 14%|█▍ | 2870/20000 [3:42:33<25:03:17, 5.27s/it] 14%|█▍ | 2871/20000 [3:42:38<24:26:15, 5.14s/it] 14%|█▍ | 2872/20000 [3:42:42<23:37:04, 4.96s/it] 14%|█▍ | 2873/20000 [3:42:47<22:43:46, 4.78s/it] 14%|█▍ | 2874/20000 [3:42:51<21:57:19, 4.62s/it] 14%|█▍ | 2875/20000 [3:42:55<20:56:13, 4.40s/it] 14%|█▍ | 2876/20000 [3:42:59<20:20:12, 4.28s/it] 14%|█▍ | 2877/20000 [3:43:03<19:44:31, 4.15s/it] 14%|█▍ | 2878/20000 [3:43:07<19:10:05, 4.03s/it] 14%|█▍ | 2879/20000 [3:43:10<18:36:19, 3.91s/it] 14%|█▍ | 2880/20000 [3:43:14<18:00:09, 3.79s/it] 14%|█▍ | 2881/20000 [3:43:17<17:17:58, 3.64s/it] 14%|█▍ | 2882/20000 [3:43:20<16:23:15, 3.45s/it] 14%|█▍ | 2883/20000 [3:43:23<15:22:48, 3.23s/it] 14%|█▍ | 2884/20000 [3:43:25<13:45:36, 2.89s/it] 14%|█▍ | 2885/20000 [3:43:31<18:54:02, 3.98s/it] 14%|█▍ | 2886/20000 [3:43:35<17:55:49, 3.77s/it] 14%|█▍ | 2887/20000 [3:43:45<27:24:09, 5.76s/it] 14%|█▍ | 2888/20000 [3:43:52<28:31:59, 6.00s/it] 14%|█▍ | 2889/20000 [3:43:57<28:21:58, 5.97s/it] 14%|█▍ | 2890/20000 [3:44:03<27:35:36, 5.81s/it] 14%|█▍ | 2891/20000 [3:44:08<26:50:49, 5.65s/it] 14%|█▍ | 2892/20000 [3:44:13<25:56:27, 5.46s/it] 14%|█▍ | 2893/20000 [3:44:18<24:48:42, 5.22s/it] 14%|█▍ | 2894/20000 [3:44:23<24:00:21, 5.05s/it] 14%|█▍ | 2895/20000 [3:44:27<22:49:56, 4.81s/it] 14%|█▍ | 2896/20000 [3:44:31<21:47:58, 4.59s/it] 14%|█▍ | 2897/20000 [3:44:35<20:39:02, 4.35s/it] 14%|█▍ | 2898/20000 [3:44:38<19:38:16, 4.13s/it] 14%|█▍ | 2899/20000 [3:44:42<18:46:12, 3.95s/it] 14%|█▍ | 2900/20000 [3:44:45<18:01:18, 3.79s/it] 15%|█▍ | 2901/20000 [3:44:48<17:10:11, 3.61s/it] 15%|█▍ | 2902/20000 [3:44:51<16:18:34, 3.43s/it] 15%|█▍ | 2903/20000 [3:44:54<15:22:56, 3.24s/it] 15%|█▍ | 2904/20000 [3:44:57<14:23:03, 3.03s/it] 15%|█▍ | 2905/20000 [3:44:59<12:41:53, 2.67s/it] 15%|█▍ | 2906/20000 [3:45:07<21:27:13, 4.52s/it] 15%|█▍ | 2907/20000 [3:45:14<24:33:26, 5.17s/it] 15%|█▍ | 2908/20000 [3:45:20<25:36:19, 5.39s/it] 15%|█▍ | 2909/20000 [3:45:25<25:32:56, 5.38s/it] 15%|█▍ | 2910/20000 [3:45:30<25:05:58, 5.29s/it] 15%|█▍ | 2911/20000 [3:45:35<24:26:39, 5.15s/it] 15%|█▍ | 2912/20000 [3:45:40<23:38:43, 4.98s/it] 15%|█▍ | 2913/20000 [3:45:44<22:45:38, 4.80s/it] 15%|█▍ | 2914/20000 [3:45:48<21:59:12, 4.63s/it] 15%|█▍ | 2915/20000 [3:45:53<21:23:50, 4.51s/it] 15%|█▍ | 2916/20000 [3:45:57<20:33:09, 4.33s/it] 15%|█▍ | 2917/20000 [3:46:00<19:41:33, 4.15s/it] 15%|█▍ | 2918/20000 [3:46:04<18:54:16, 3.98s/it] 15%|█▍ | 2919/20000 [3:46:08<18:26:59, 3.89s/it] 15%|█▍ | 2920/20000 [3:46:11<18:14:59, 3.85s/it] 15%|█▍ | 2921/20000 [3:46:15<17:40:56, 3.73s/it] 15%|█▍ | 2922/20000 [3:46:18<16:50:16, 3.55s/it] 15%|█▍ | 2923/20000 [3:46:21<15:48:49, 3.33s/it] 15%|█▍ | 2924/20000 [3:46:23<14:11:03, 2.99s/it] 15%|█▍ | 2925/20000 [3:46:33<23:33:47, 4.97s/it] 15%|█▍ | 2926/20000 [3:46:40<26:34:24, 5.60s/it] 15%|█▍ | 2927/20000 [3:46:46<27:15:22, 5.75s/it] 15%|█▍ | 2928/20000 [3:46:51<27:01:57, 5.70s/it] 15%|█▍ | 2929/20000 [3:46:57<26:30:18, 5.59s/it] 15%|█▍ | 2930/20000 [3:47:02<25:48:38, 5.44s/it] 15%|█▍ | 2931/20000 [3:47:07<24:54:54, 5.25s/it] 15%|█▍ | 2932/20000 [3:47:11<23:56:32, 5.05s/it] 15%|█▍ | 2933/20000 [3:47:15<22:45:11, 4.80s/it] 15%|█▍ | 2934/20000 [3:47:19<21:35:26, 4.55s/it] 15%|█▍ | 2935/20000 [3:47:23<20:34:50, 4.34s/it] 15%|█▍ | 2936/20000 [3:47:27<19:49:10, 4.18s/it] 15%|█▍ | 2937/20000 [3:47:31<19:09:59, 4.04s/it] 15%|█▍ | 2938/20000 [3:47:34<18:28:46, 3.90s/it] 15%|█▍ | 2939/20000 [3:47:38<17:39:06, 3.72s/it] 15%|█▍ | 2940/20000 [3:47:41<16:49:09, 3.55s/it] 15%|█▍ | 2941/20000 [3:47:44<15:55:41, 3.36s/it] 15%|█▍ | 2942/20000 [3:47:46<14:51:38, 3.14s/it] 15%|█▍ | 2943/20000 [3:47:48<13:08:45, 2.77s/it] 15%|█▍ | 2944/20000 [3:47:57<22:01:16, 4.65s/it] 15%|█▍ | 2945/20000 [3:48:04<24:35:24, 5.19s/it] 15%|█▍ | 2946/20000 [3:48:09<25:22:29, 5.36s/it] 15%|█▍ | 2947/20000 [3:48:15<25:23:46, 5.36s/it] 15%|█▍ | 2948/20000 [3:48:20<24:50:10, 5.24s/it] 15%|█▍ | 2949/20000 [3:48:24<24:08:11, 5.10s/it] 15%|█▍ | 2950/20000 [3:48:29<23:03:57, 4.87s/it] 15%|█▍ | 2951/20000 [3:48:33<22:28:21, 4.75s/it] 15%|█▍ | 2952/20000 [3:48:38<21:47:44, 4.60s/it] 15%|█▍ | 2953/20000 [3:48:42<21:01:14, 4.44s/it] 15%|█▍ | 2954/20000 [3:48:46<20:15:35, 4.28s/it] 15%|█▍ | 2955/20000 [3:48:49<19:33:24, 4.13s/it] 15%|█▍ | 2956/20000 [3:48:53<18:47:28, 3.97s/it] 15%|█▍ | 2957/20000 [3:48:56<18:07:23, 3.83s/it] 15%|█▍ | 2958/20000 [3:49:00<17:28:40, 3.69s/it] 15%|█▍ | 2959/20000 [3:49:03<16:38:58, 3.52s/it] 15%|█▍ | 2960/20000 [3:49:06<15:44:17, 3.32s/it] 15%|█▍ | 2961/20000 [3:49:08<14:42:32, 3.11s/it] 15%|█▍ | 2962/20000 [3:49:10<13:06:10, 2.77s/it] 15%|█▍ | 2963/20000 [3:49:16<17:32:25, 3.71s/it] 15%|█▍ | 2964/20000 [3:49:20<16:58:37, 3.59s/it] 15%|█▍ | 2965/20000 [3:49:30<27:09:07, 5.74s/it] 15%|█▍ | 2966/20000 [3:49:37<28:21:08, 5.99s/it] 15%|█▍ | 2967/20000 [3:49:43<28:08:15, 5.95s/it] 15%|█▍ | 2968/20000 [3:49:48<27:31:40, 5.82s/it] 15%|█▍ | 2969/20000 [3:49:53<26:37:46, 5.63s/it] 15%|█▍ | 2970/20000 [3:49:58<25:41:24, 5.43s/it] 15%|█▍ | 2971/20000 [3:50:03<24:34:40, 5.20s/it] 15%|█▍ | 2972/20000 [3:50:08<23:34:25, 4.98s/it] 15%|█▍ | 2973/20000 [3:50:12<22:45:54, 4.81s/it] 15%|█▍ | 2974/20000 [3:50:16<21:41:16, 4.59s/it] 15%|█▍ | 2975/20000 [3:50:20<20:40:51, 4.37s/it] 15%|█▍ | 2976/20000 [3:50:24<19:43:58, 4.17s/it] 15%|█▍ | 2977/20000 [3:50:27<18:53:11, 3.99s/it] 15%|█▍ | 2978/20000 [3:50:31<18:13:44, 3.86s/it] 15%|█▍ | 2979/20000 [3:50:34<17:26:45, 3.69s/it] 15%|█▍ | 2980/20000 [3:50:37<16:31:57, 3.50s/it] 15%|█▍ | 2981/20000 [3:50:40<15:36:21, 3.30s/it] 15%|█▍ | 2982/20000 [3:50:42<14:33:18, 3.08s/it] 15%|█▍ | 2983/20000 [3:50:44<12:54:22, 2.73s/it] 15%|█▍ | 2984/20000 [3:50:53<21:32:59, 4.56s/it] 15%|█▍ | 2985/20000 [3:51:00<24:35:08, 5.20s/it] 15%|█▍ | 2986/20000 [3:51:06<25:26:11, 5.38s/it] 15%|█▍ | 2987/20000 [3:51:11<25:19:43, 5.36s/it] 15%|█▍ | 2988/20000 [3:51:16<24:50:41, 5.26s/it] 15%|█▍ | 2989/20000 [3:51:21<24:13:46, 5.13s/it] 15%|█▍ | 2990/20000 [3:51:25<23:16:53, 4.93s/it] 15%|█▍ | 2991/20000 [3:51:30<22:23:28, 4.74s/it] 15%|█▍ | 2992/20000 [3:51:34<21:31:39, 4.56s/it] 15%|█▍ | 2993/20000 [3:51:38<20:44:29, 4.39s/it] 15%|█▍ | 2994/20000 [3:51:42<19:58:00, 4.23s/it] 15%|█▍ | 2995/20000 [3:51:45<19:13:21, 4.07s/it] 15%|█▍ | 2996/20000 [3:51:49<18:31:15, 3.92s/it] 15%|█▍ | 2997/20000 [3:51:52<17:48:51, 3.77s/it] 15%|█▍ | 2998/20000 [3:51:55<16:59:34, 3.60s/it] 15%|█▍ | 2999/20000 [3:51:58<16:09:30, 3.42s/it] 15%|█▌ | 3000/20000 [3:52:01<15:27:24, 3.27s/it] 15%|█▌ | 3000/20000 [3:52:01<15:27:24, 3.27s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09319411963224411, 'eval_wer': 0.08280903854674347, 'eval_runtime': 67.9099, 'eval_samples_per_second': 27.345, 'eval_steps_per_second': 1.149, 'epoch': 32.05} {'loss': 0.0315, 'learning_rate': 0.0004358974358974359, 'epoch': 38.46} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:28, 2.66it/s][A 4%|▍ | 3/78 [00:01<00:39, 1.91it/s][A 5%|▌ | 4/78 [00:02<00:43, 1.69it/s][A 6%|▋ | 5/78 [00:02<00:47, 1.53it/s][A 8%|▊ | 6/78 [00:03<00:53, 1.34it/s][A 9%|▉ | 7/78 [00:04<00:59, 1.20it/s][A 10%|█ | 8/78 [00:05<01:03, 1.11it/s][A 12%|█▏ | 9/78 [00:06<01:04, 1.07it/s][A 13%|█▎ | 10/78 [00:07<01:02, 1.09it/s][A 14%|█▍ | 11/78 [00:08<00:59, 1.12it/s][A 15%|█▌ | 12/78 [00:09<00:56, 1.16it/s][A 17%|█▋ | 13/78 [00:10<00:53, 1.23it/s][A 18%|█▊ | 14/78 [00:11<00:53, 1.19it/s][A 19%|█▉ | 15/78 [00:12<00:54, 1.15it/s][A 21%|██ | 16/78 [00:13<00:56, 1.10it/s][A 22%|██▏ | 17/78 [00:13<00:55, 1.10it/s][A 23%|██▎ | 18/78 [00:15<00:58, 1.03it/s][A 24%|██▍ | 19/78 [00:15<00:55, 1.06it/s][A 26%|██▌ | 20/78 [00:16<00:50, 1.14it/s][A 27%|██▋ | 21/78 [00:17<00:51, 1.11it/s][A 28%|██▊ | 22/78 [00:18<00:48, 1.16it/s][A 29%|██▉ | 23/78 [00:19<00:45, 1.20it/s][A 31%|███ | 24/78 [00:20<00:45, 1.18it/s][A 32%|███▏ | 25/78 [00:20<00:43, 1.23it/s][A 33%|███▎ | 26/78 [00:21<00:41, 1.26it/s][A 35%|███▍ | 27/78 [00:22<00:39, 1.28it/s][A 36%|███▌ | 28/78 [00:23<00:40, 1.24it/s][A 37%|███▋ | 29/78 [00:23<00:37, 1.30it/s][A 38%|███▊ | 30/78 [00:24<00:39, 1.22it/s][A 40%|███▉ | 31/78 [00:25<00:37, 1.26it/s][A 41%|████ | 32/78 [00:26<00:35, 1.28it/s][A 42%|████▏ | 33/78 [00:26<00:34, 1.30it/s][A 44%|████▎ | 34/78 [00:27<00:32, 1.34it/s][A 45%|████▍ | 35/78 [00:28<00:31, 1.37it/s][A 46%|████▌ | 36/78 [00:29<00:30, 1.38it/s][A 47%|████▋ | 37/78 [00:29<00:31, 1.31it/s][A 49%|████▊ | 38/78 [00:30<00:31, 1.28it/s][A 50%|█████ | 39/78 [00:31<00:34, 1.14it/s][A 51%|█████▏ | 40/78 [00:32<00:34, 1.12it/s][A 53%|█████▎ | 41/78 [00:33<00:36, 1.02it/s][A 54%|█████▍ | 42/78 [00:34<00:34, 1.05it/s][A 55%|█████▌ | 43/78 [00:35<00:33, 1.04it/s][A 56%|█████▋ | 44/78 [00:36<00:32, 1.04it/s][A 58%|█████▊ | 45/78 [00:37<00:30, 1.07it/s][A 59%|█████▉ | 46/78 [00:39<00:34, 1.07s/it][A 60%|██████ | 47/78 [00:39<00:30, 1.03it/s][A 62%|██████▏ | 48/78 [00:40<00:27, 1.10it/s][A 63%|██████▎ | 49/78 [00:41<00:24, 1.19it/s][A 64%|██████▍ | 50/78 [00:42<00:23, 1.21it/s][A 65%|██████▌ | 51/78 [00:42<00:20, 1.29it/s][A 67%|██████▋ | 52/78 [00:43<00:19, 1.31it/s][A 68%|██████▊ | 53/78 [00:44<00:19, 1.32it/s][A 69%|██████▉ | 54/78 [00:45<00:19, 1.24it/s][A 71%|███████ | 55/78 [00:45<00:19, 1.20it/s][A 72%|███████▏ | 56/78 [00:46<00:18, 1.19it/s][A 73%|███████▎ | 57/78 [00:48<00:20, 1.01it/s][A 74%|███████▍ | 58/78 [00:49<00:19, 1.02it/s][A 76%|███████▌ | 59/78 [00:50<00:18, 1.00it/s][A 77%|███████▋ | 60/78 [00:51<00:17, 1.05it/s][A 78%|███████▊ | 61/78 [00:51<00:15, 1.08it/s][A 79%|███████▉ | 62/78 [00:52<00:14, 1.10it/s][A 81%|████████ | 63/78 [00:53<00:13, 1.11it/s][A 82%|████████▏ | 64/78 [00:54<00:12, 1.11it/s][A 83%|████████▎ | 65/78 [00:55<00:11, 1.12it/s][A 85%|████████▍ | 66/78 [00:56<00:10, 1.15it/s][A 86%|████████▌ | 67/78 [00:57<00:09, 1.14it/s][A 87%|████████▋ | 68/78 [00:57<00:08, 1.15it/s][A 88%|████████▊ | 69/78 [00:58<00:07, 1.17it/s][A 90%|████████▉ | 70/78 [00:59<00:07, 1.12it/s][A 91%|█████████ | 71/78 [01:00<00:05, 1.18it/s][A 92%|█████████▏| 72/78 [01:01<00:04, 1.20it/s][A 94%|█████████▎| 73/78 [01:02<00:04, 1.18it/s][A 95%|█████████▍| 74/78 [01:03<00:03, 1.18it/s][A 96%|█████████▌| 75/78 [01:03<00:02, 1.16it/s][A 97%|█████████▋| 76/78 [01:04<00:01, 1.15it/s][A 99%|█████████▊| 77/78 [01:05<00:00, 1.19it/s][A 100%|██████████| 78/78 [01:05<00:00, 1.49it/s][A [A 15%|█▌ | 3000/20000 [3:53:10<15:27:24, 3.27s/it] 100%|██████████| 78/78 [01:07<00:00, 1.49it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-3000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-3000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-3000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-3000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-2500] due to args.save_total_limit 15%|█▌ | 3001/20000 [3:53:25<129:00:22, 27.32s/it] 15%|█▌ | 3002/20000 [3:53:27<93:04:59, 19.71s/it] 15%|█▌ | 3003/20000 [3:53:36<78:31:07, 16.63s/it] 15%|█▌ | 3004/20000 [3:53:43<64:26:27, 13.65s/it] 15%|█▌ | 3005/20000 [3:53:49<53:02:03, 11.23s/it] 15%|█▌ | 3006/20000 [3:53:54<44:26:27, 9.41s/it] 15%|█▌ | 3007/20000 [3:53:59<38:01:09, 8.05s/it] 15%|█▌ | 3008/20000 [3:54:03<33:15:55, 7.05s/it] 15%|█▌ | 3009/20000 [3:54:08<29:35:46, 6.27s/it] 15%|█▌ | 3010/20000 [3:54:12<26:42:07, 5.66s/it] 15%|█▌ | 3011/20000 [3:54:16<24:42:32, 5.24s/it] 15%|█▌ | 3012/20000 [3:54:20<23:02:01, 4.88s/it] 15%|█▌ | 3013/20000 [3:54:24<21:50:39, 4.63s/it] 15%|█▌ | 3014/20000 [3:54:28<20:36:23, 4.37s/it] 15%|█▌ | 3015/20000 [3:54:32<19:29:18, 4.13s/it] 15%|█▌ | 3016/20000 [3:54:35<18:30:34, 3.92s/it] 15%|█▌ | 3017/20000 [3:54:38<17:30:22, 3.71s/it] 15%|█▌ | 3018/20000 [3:54:41<16:33:03, 3.51s/it] 15%|█▌ | 3019/20000 [3:54:44<15:34:57, 3.30s/it] 15%|█▌ | 3020/20000 [3:54:47<14:31:37, 3.08s/it] 15%|█▌ | 3021/20000 [3:54:49<12:52:40, 2.73s/it] 15%|█▌ | 3022/20000 [3:54:57<21:20:27, 4.53s/it] 15%|█▌ | 3023/20000 [3:55:04<23:57:58, 5.08s/it] 15%|█▌ | 3024/20000 [3:55:09<24:48:23, 5.26s/it] 15%|█▌ | 3025/20000 [3:55:15<24:42:19, 5.24s/it] 15%|█▌ | 3026/20000 [3:55:19<24:11:35, 5.13s/it] 15%|█▌ | 3027/20000 [3:55:24<23:47:07, 5.04s/it] 15%|█▌ | 3028/20000 [3:55:29<22:58:09, 4.87s/it] 15%|█▌ | 3029/20000 [3:55:33<22:07:41, 4.69s/it] 15%|█▌ | 3030/20000 [3:55:37<21:19:50, 4.53s/it] 15%|█▌ | 3031/20000 [3:55:41<20:34:24, 4.36s/it] 15%|█▌ | 3032/20000 [3:55:45<19:49:18, 4.21s/it] 15%|█▌ | 3033/20000 [3:55:49<19:06:43, 4.06s/it] 15%|█▌ | 3034/20000 [3:55:52<18:24:02, 3.90s/it] 15%|█▌ | 3035/20000 [3:55:56<17:50:50, 3.79s/it] 15%|█▌ | 3036/20000 [3:55:59<17:02:49, 3.62s/it] 15%|█▌ | 3037/20000 [3:56:02<16:15:20, 3.45s/it] 15%|█▌ | 3038/20000 [3:56:05<15:25:00, 3.27s/it] 15%|█▌ | 3039/20000 [3:56:08<14:27:47, 3.07s/it] 15%|█▌ | 3040/20000 [3:56:10<12:58:38, 2.75s/it] 15%|█▌ | 3041/20000 [3:56:16<17:49:45, 3.78s/it] 15%|█▌ | 3042/20000 [3:56:19<16:55:08, 3.59s/it] 15%|█▌ | 3043/20000 [3:56:29<26:49:29, 5.69s/it] 15%|█▌ | 3044/20000 [3:56:36<28:18:39, 6.01s/it] 15%|█▌ | 3045/20000 [3:56:42<28:37:40, 6.08s/it] 15%|█▌ | 3046/20000 [3:56:48<27:47:43, 5.90s/it] 15%|█▌ | 3047/20000 [3:56:53<26:47:07, 5.69s/it] 15%|█▌ | 3048/20000 [3:56:58<25:40:17, 5.45s/it] 15%|█▌ | 3049/20000 [3:57:03<24:35:33, 5.22s/it] 15%|█▌ | 3050/20000 [3:57:07<23:34:39, 5.01s/it] 15%|█▌ | 3051/20000 [3:57:12<22:38:22, 4.81s/it] 15%|█▌ | 3052/20000 [3:57:16<21:46:33, 4.63s/it] 15%|█▌ | 3053/20000 [3:57:20<20:53:33, 4.44s/it] 15%|█▌ | 3054/20000 [3:57:24<20:02:31, 4.26s/it] 15%|█▌ | 3055/20000 [3:57:27<19:13:46, 4.09s/it] 15%|█▌ | 3056/20000 [3:57:31<18:21:04, 3.90s/it] 15%|█▌ | 3057/20000 [3:57:34<17:28:43, 3.71s/it] 15%|█▌ | 3058/20000 [3:57:37<16:45:13, 3.56s/it] 15%|█▌ | 3059/20000 [3:57:40<15:52:08, 3.37s/it] 15%|█▌ | 3060/20000 [3:57:43<14:42:46, 3.13s/it] 15%|█▌ | 3061/20000 [3:57:45<13:00:22, 2.76s/it] 15%|█▌ | 3062/20000 [3:57:53<21:05:50, 4.48s/it] 15%|█▌ | 3063/20000 [3:57:59<23:29:46, 4.99s/it] 15%|█▌ | 3064/20000 [3:58:05<24:14:34, 5.15s/it] 15%|█▌ | 3065/20000 [3:58:10<24:11:45, 5.14s/it] 15%|█▌ | 3066/20000 [3:58:15<23:50:06, 5.07s/it] 15%|█▌ | 3067/20000 [3:58:20<23:15:33, 4.95s/it] 15%|█▌ | 3068/20000 [3:58:24<22:26:31, 4.77s/it] 15%|█▌ | 3069/20000 [3:58:28<21:43:07, 4.62s/it] 15%|█▌ | 3070/20000 [3:58:32<20:54:47, 4.45s/it] 15%|█▌ | 3071/20000 [3:58:36<20:05:35, 4.27s/it] 15%|█▌ | 3072/20000 [3:58:40<19:20:31, 4.11s/it] 15%|█▌ | 3073/20000 [3:58:44<18:45:11, 3.99s/it] 15%|█▌ | 3074/20000 [3:58:47<18:10:02, 3.86s/it] 15%|█▌ | 3075/20000 [3:58:50<17:30:12, 3.72s/it] 15%|█▌ | 3076/20000 [3:58:54<16:43:30, 3.56s/it] 15%|█▌ | 3077/20000 [3:58:57<16:04:38, 3.42s/it] 15%|█▌ | 3078/20000 [3:59:00<15:25:04, 3.28s/it] 15%|█▌ | 3079/20000 [3:59:02<14:34:24, 3.10s/it] 15%|█▌ | 3080/20000 [3:59:04<13:01:20, 2.77s/it] 15%|█▌ | 3081/20000 [3:59:14<22:17:39, 4.74s/it] 15%|█▌ | 3082/20000 [3:59:20<24:59:33, 5.32s/it] 15%|█▌ | 3083/20000 [3:59:26<25:55:50, 5.52s/it] 15%|█▌ | 3084/20000 [3:59:32<26:03:33, 5.55s/it] 15%|█▌ | 3085/20000 [3:59:37<25:46:53, 5.49s/it] 15%|█▌ | 3086/20000 [3:59:42<25:05:31, 5.34s/it] 15%|█▌ | 3087/20000 [3:59:47<24:18:49, 5.18s/it] 15%|█▌ | 3088/20000 [3:59:52<23:31:08, 5.01s/it] 15%|█▌ | 3089/20000 [3:59:56<22:42:16, 4.83s/it] 15%|█▌ | 3090/20000 [4:00:00<21:57:11, 4.67s/it] 15%|█▌ | 3091/20000 [4:00:05<21:17:06, 4.53s/it] 15%|█▌ | 3092/20000 [4:00:09<20:39:53, 4.40s/it] 15%|█▌ | 3093/20000 [4:00:13<19:52:28, 4.23s/it] 15%|█▌ | 3094/20000 [4:00:16<19:05:23, 4.07s/it] 15%|█▌ | 3095/20000 [4:00:20<18:13:45, 3.88s/it] 15%|█▌ | 3096/20000 [4:00:23<17:22:40, 3.70s/it] 15%|█▌ | 3097/20000 [4:00:26<16:26:04, 3.50s/it] 15%|█▌ | 3098/20000 [4:00:29<15:23:51, 3.28s/it] 15%|█▌ | 3099/20000 [4:00:31<13:44:52, 2.93s/it] 16%|█▌ | 3100/20000 [4:00:40<22:48:45, 4.86s/it] 16%|█▌ | 3101/20000 [4:00:47<25:33:58, 5.45s/it] 16%|█▌ | 3102/20000 [4:00:53<26:21:01, 5.61s/it] 16%|█▌ | 3103/20000 [4:00:59<26:11:13, 5.58s/it] 16%|█▌ | 3104/20000 [4:01:04<25:42:55, 5.48s/it] 16%|█▌ | 3105/20000 [4:01:09<25:00:28, 5.33s/it] 16%|█▌ | 3106/20000 [4:01:14<24:06:13, 5.14s/it] 16%|█▌ | 3107/20000 [4:01:18<23:17:41, 4.96s/it] 16%|█▌ | 3108/20000 [4:01:23<22:33:30, 4.81s/it] 16%|█▌ | 3109/20000 [4:01:27<21:50:12, 4.65s/it] 16%|█▌ | 3110/20000 [4:01:31<20:57:38, 4.47s/it] 16%|█▌ | 3111/20000 [4:01:35<19:57:45, 4.26s/it] 16%|█▌ | 3112/20000 [4:01:38<19:03:30, 4.06s/it] 16%|█▌ | 3113/20000 [4:01:42<18:18:22, 3.90s/it] 16%|█▌ | 3114/20000 [4:01:45<17:29:43, 3.73s/it] 16%|█▌ | 3115/20000 [4:01:48<16:39:05, 3.55s/it] 16%|█▌ | 3116/20000 [4:01:51<15:46:25, 3.36s/it] 16%|█▌ | 3117/20000 [4:01:54<14:44:02, 3.14s/it] 16%|█▌ | 3118/20000 [4:01:56<13:03:24, 2.78s/it] 16%|█▌ | 3119/20000 [4:02:02<18:22:45, 3.92s/it] 16%|█▌ | 3120/20000 [4:02:06<17:31:12, 3.74s/it] 16%|█▌ | 3121/20000 [4:02:16<26:49:57, 5.72s/it] 16%|█▌ | 3122/20000 [4:02:23<28:26:09, 6.07s/it] 16%|█▌ | 3123/20000 [4:02:29<28:31:09, 6.08s/it] 16%|█▌ | 3124/20000 [4:02:34<27:39:54, 5.90s/it] 16%|█▌ | 3125/20000 [4:02:39<26:17:44, 5.61s/it] 16%|█▌ | 3126/20000 [4:02:44<25:02:23, 5.34s/it] 16%|█▌ | 3127/20000 [4:02:48<23:45:06, 5.07s/it] 16%|█▌ | 3128/20000 [4:02:53<22:42:59, 4.85s/it] 16%|█▌ | 3129/20000 [4:02:57<21:51:38, 4.66s/it] 16%|█▌ | 3130/20000 [4:03:01<20:52:54, 4.46s/it] 16%|█▌ | 3131/20000 [4:03:05<19:57:40, 4.26s/it] 16%|█▌ | 3132/20000 [4:03:08<19:06:59, 4.08s/it] 16%|█▌ | 3133/20000 [4:03:12<18:20:34, 3.92s/it] 16%|█▌ | 3134/20000 [4:03:16<17:48:02, 3.80s/it] 16%|█▌ | 3135/20000 [4:03:19<17:02:52, 3.64s/it] 16%|█▌ | 3136/20000 [4:03:22<16:14:09, 3.47s/it] 16%|█▌ | 3137/20000 [4:03:25<15:21:47, 3.28s/it] 16%|█▌ | 3138/20000 [4:03:27<14:24:17, 3.08s/it] 16%|█▌ | 3139/20000 [4:03:29<12:45:44, 2.72s/it] 16%|█▌ | 3140/20000 [4:03:38<21:01:19, 4.49s/it] 16%|█▌ | 3141/20000 [4:03:45<24:04:50, 5.14s/it] 16%|█▌ | 3142/20000 [4:03:50<24:46:38, 5.29s/it] 16%|█▌ | 3143/20000 [4:03:55<24:41:26, 5.27s/it] 16%|█▌ | 3144/20000 [4:04:00<24:11:21, 5.17s/it] 16%|█▌ | 3145/20000 [4:04:05<23:30:42, 5.02s/it] 16%|█▌ | 3146/20000 [4:04:09<22:42:37, 4.85s/it] 16%|█▌ | 3147/20000 [4:04:14<22:00:12, 4.70s/it] 16%|█▌ | 3148/20000 [4:04:18<21:14:23, 4.54s/it] 16%|█▌ | 3149/20000 [4:04:22<20:26:19, 4.37s/it] 16%|█▌ | 3150/20000 [4:04:26<19:55:22, 4.26s/it] 16%|█▌ | 3151/20000 [4:04:30<19:10:14, 4.10s/it] 16%|█▌ | 3152/20000 [4:04:33<18:25:42, 3.94s/it] 16%|█▌ | 3153/20000 [4:04:37<17:40:54, 3.78s/it] 16%|█▌ | 3154/20000 [4:04:40<16:53:13, 3.61s/it] 16%|█▌ | 3155/20000 [4:04:43<16:08:26, 3.45s/it] 16%|█▌ | 3156/20000 [4:04:46<15:17:43, 3.27s/it] 16%|█▌ | 3157/20000 [4:04:48<14:16:56, 3.05s/it] 16%|█▌ | 3158/20000 [4:04:50<12:43:25, 2.72s/it] 16%|█▌ | 3159/20000 [4:04:59<21:32:51, 4.61s/it] 16%|█▌ | 3160/20000 [4:05:06<24:02:35, 5.14s/it] 16%|█▌ | 3161/20000 [4:05:11<24:51:57, 5.32s/it] 16%|█▌ | 3162/20000 [4:05:17<24:55:48, 5.33s/it] 16%|█▌ | 3163/20000 [4:05:22<24:28:28, 5.23s/it] 16%|█▌ | 3164/20000 [4:05:26<23:37:29, 5.05s/it] 16%|█▌ | 3165/20000 [4:05:31<22:59:12, 4.92s/it] 16%|█▌ | 3166/20000 [4:05:35<22:20:35, 4.78s/it] 16%|█▌ | 3167/20000 [4:05:40<21:37:23, 4.62s/it] 16%|█▌ | 3168/20000 [4:05:44<20:55:51, 4.48s/it] 16%|█▌ | 3169/20000 [4:05:48<20:10:40, 4.32s/it] 16%|█▌ | 3170/20000 [4:05:51<19:17:40, 4.13s/it] 16%|█▌ | 3171/20000 [4:05:55<18:27:11, 3.95s/it] 16%|█▌ | 3172/20000 [4:05:58<17:37:38, 3.77s/it] 16%|█▌ | 3173/20000 [4:06:02<16:53:03, 3.61s/it] 16%|█▌ | 3174/20000 [4:06:05<16:08:44, 3.45s/it] 16%|█▌ | 3175/20000 [4:06:08<15:27:15, 3.31s/it] 16%|█▌ | 3176/20000 [4:06:10<14:32:19, 3.11s/it] 16%|█▌ | 3177/20000 [4:06:12<12:55:31, 2.77s/it] 16%|█▌ | 3178/20000 [4:06:21<22:00:00, 4.71s/it] 16%|█▌ | 3179/20000 [4:06:28<25:05:11, 5.37s/it] 16%|█▌ | 3180/20000 [4:06:34<26:00:56, 5.57s/it] 16%|█▌ | 3181/20000 [4:06:40<25:59:42, 5.56s/it] 16%|█▌ | 3182/20000 [4:06:45<25:35:47, 5.48s/it] 16%|█▌ | 3183/20000 [4:06:50<24:59:32, 5.35s/it] 16%|█▌ | 3184/20000 [4:06:55<24:19:34, 5.21s/it] 16%|█▌ | 3185/20000 [4:07:00<23:23:17, 5.01s/it] 16%|█▌ | 3186/20000 [4:07:04<22:34:40, 4.83s/it] 16%|█▌ | 3187/20000 [4:07:08<21:45:10, 4.66s/it] 16%|█▌ | 3188/20000 [4:07:13<21:00:30, 4.50s/it] 16%|█▌ | 3189/20000 [4:07:16<20:13:16, 4.33s/it] 16%|█▌ | 3190/20000 [4:07:20<19:28:34, 4.17s/it] 16%|█▌ | 3191/20000 [4:07:24<18:48:01, 4.03s/it] 16%|█▌ | 3192/20000 [4:07:27<17:58:37, 3.85s/it] 16%|█▌ | 3193/20000 [4:07:31<17:10:46, 3.68s/it] 16%|█▌ | 3194/20000 [4:07:34<16:15:12, 3.48s/it] 16%|█▌ | 3195/20000 [4:07:36<15:11:51, 3.26s/it] 16%|█▌ | 3196/20000 [4:07:38<13:20:14, 2.86s/it] 16%|█▌ | 3197/20000 [4:07:45<18:37:56, 3.99s/it] 16%|█▌ | 3198/20000 [4:07:48<17:39:32, 3.78s/it] 16%|█▌ | 3199/20000 [4:07:59<26:58:35, 5.78s/it] 16%|█▌ | 3200/20000 [4:08:05<28:16:01, 6.06s/it] 16%|█▌ | 3201/20000 [4:08:11<28:06:22, 6.02s/it] 16%|█▌ | 3202/20000 [4:08:17<27:20:52, 5.86s/it] 16%|█▌ | 3203/20000 [4:08:22<26:39:07, 5.71s/it] 16%|█▌ | 3204/20000 [4:08:27<25:38:03, 5.49s/it] 16%|█▌ | 3205/20000 [4:08:32<24:32:20, 5.26s/it] 16%|█▌ | 3206/20000 [4:08:36<23:28:12, 5.03s/it] 16%|█▌ | 3207/20000 [4:08:41<22:19:52, 4.79s/it] 16%|█▌ | 3208/20000 [4:08:45<21:34:09, 4.62s/it] 16%|█▌ | 3209/20000 [4:08:49<20:20:39, 4.36s/it] 16%|█▌ | 3210/20000 [4:08:52<19:38:29, 4.21s/it] 16%|█▌ | 3211/20000 [4:08:56<18:47:22, 4.03s/it] 16%|█▌ | 3212/20000 [4:09:00<18:00:17, 3.86s/it] 16%|█▌ | 3213/20000 [4:09:03<17:10:04, 3.68s/it] 16%|█▌ | 3214/20000 [4:09:06<16:19:50, 3.50s/it] 16%|█▌ | 3215/20000 [4:09:09<15:24:13, 3.30s/it] 16%|█▌ | 3216/20000 [4:09:11<14:19:38, 3.07s/it] 16%|█▌ | 3217/20000 [4:09:13<12:44:18, 2.73s/it] 16%|█▌ | 3218/20000 [4:09:22<20:38:18, 4.43s/it] 16%|█▌ | 3219/20000 [4:09:28<23:19:58, 5.01s/it] 16%|█▌ | 3220/20000 [4:09:34<24:18:44, 5.22s/it] 16%|█▌ | 3221/20000 [4:09:39<24:24:43, 5.24s/it] 16%|█▌ | 3222/20000 [4:09:44<24:02:23, 5.16s/it] 16%|█▌ | 3223/20000 [4:09:49<23:29:32, 5.04s/it] 16%|█▌ | 3224/20000 [4:09:53<22:42:42, 4.87s/it] 16%|█▌ | 3225/20000 [4:09:57<21:56:44, 4.71s/it] 16%|█▌ | 3226/20000 [4:10:02<21:12:51, 4.55s/it] 16%|█▌ | 3227/20000 [4:10:06<20:28:20, 4.39s/it] 16%|█▌ | 3228/20000 [4:10:09<19:39:05, 4.22s/it] 16%|█▌ | 3229/20000 [4:10:13<18:53:32, 4.06s/it] 16%|█▌ | 3230/20000 [4:10:17<18:11:50, 3.91s/it] 16%|█▌ | 3231/20000 [4:10:20<17:32:40, 3.77s/it] 16%|█▌ | 3232/20000 [4:10:23<16:50:46, 3.62s/it] 16%|█▌ | 3233/20000 [4:10:27<16:04:37, 3.45s/it] 16%|█▌ | 3234/20000 [4:10:29<15:15:05, 3.27s/it] 16%|█▌ | 3235/20000 [4:10:32<14:18:21, 3.07s/it] 16%|█▌ | 3236/20000 [4:10:34<12:39:45, 2.72s/it] 16%|█▌ | 3237/20000 [4:10:42<20:53:30, 4.49s/it] 16%|█▌ | 3238/20000 [4:10:49<23:27:40, 5.04s/it] 16%|█▌ | 3239/20000 [4:10:54<24:22:21, 5.23s/it] 16%|█▌ | 3240/20000 [4:11:00<24:19:48, 5.23s/it] 16%|█▌ | 3241/20000 [4:11:05<24:00:05, 5.16s/it] 16%|█▌ | 3242/20000 [4:11:10<23:35:26, 5.07s/it] 16%|█▌ | 3243/20000 [4:11:14<22:49:51, 4.90s/it] 16%|█▌ | 3244/20000 [4:11:18<22:00:28, 4.73s/it] 16%|█▌ | 3245/20000 [4:11:23<21:10:50, 4.55s/it] 16%|█▌ | 3246/20000 [4:11:27<20:24:17, 4.38s/it] 16%|█▌ | 3247/20000 [4:11:30<19:35:43, 4.21s/it] 16%|█▌ | 3248/20000 [4:11:34<18:49:53, 4.05s/it] 16%|█▌ | 3249/20000 [4:11:38<18:06:25, 3.89s/it] 16%|█▋ | 3250/20000 [4:11:41<18:01:24, 3.87s/it] 16%|█▋ | 3251/20000 [4:11:45<17:38:37, 3.79s/it] 16%|█▋ | 3252/20000 [4:11:48<16:33:40, 3.56s/it] 16%|█▋ | 3253/20000 [4:11:51<15:33:01, 3.34s/it] 16%|█▋ | 3254/20000 [4:11:53<14:23:05, 3.09s/it] 16%|█▋ | 3255/20000 [4:11:55<12:32:30, 2.70s/it] 16%|█▋ | 3256/20000 [4:12:04<21:31:51, 4.63s/it] 16%|█▋ | 3257/20000 [4:12:11<23:49:13, 5.12s/it] 16%|█▋ | 3258/20000 [4:12:16<24:29:58, 5.27s/it] 16%|█▋ | 3259/20000 [4:12:22<25:01:32, 5.38s/it] 16%|█▋ | 3260/20000 [4:12:27<24:24:26, 5.25s/it] 16%|█▋ | 3261/20000 [4:12:31<23:29:48, 5.05s/it] 16%|█▋ | 3262/20000 [4:12:36<22:47:27, 4.90s/it] 16%|█▋ | 3263/20000 [4:12:40<22:13:56, 4.78s/it] 16%|█▋ | 3264/20000 [4:12:45<21:39:15, 4.66s/it] 16%|█▋ | 3265/20000 [4:12:49<21:07:35, 4.54s/it] 16%|█▋ | 3266/20000 [4:12:53<20:23:37, 4.39s/it] 16%|█▋ | 3267/20000 [4:12:57<19:43:42, 4.24s/it] 16%|█▋ | 3268/20000 [4:13:01<18:58:47, 4.08s/it] 16%|█▋ | 3269/20000 [4:13:04<18:20:23, 3.95s/it] 16%|█▋ | 3270/20000 [4:13:08<17:39:18, 3.80s/it] 16%|█▋ | 3271/20000 [4:13:11<16:50:51, 3.63s/it] 16%|█▋ | 3272/20000 [4:13:14<15:57:18, 3.43s/it] 16%|█▋ | 3273/20000 [4:13:17<14:53:03, 3.20s/it] 16%|█▋ | 3274/20000 [4:13:19<13:11:43, 2.84s/it] 16%|█▋ | 3275/20000 [4:13:25<17:43:51, 3.82s/it] 16%|█▋ | 3276/20000 [4:13:28<16:39:15, 3.58s/it] 16%|█▋ | 3277/20000 [4:13:38<25:41:59, 5.53s/it] 16%|█▋ | 3278/20000 [4:13:44<26:58:10, 5.81s/it] 16%|█▋ | 3279/20000 [4:13:50<26:42:19, 5.75s/it] 16%|█▋ | 3280/20000 [4:13:55<25:52:39, 5.57s/it] 16%|█▋ | 3281/20000 [4:14:00<24:53:35, 5.36s/it] 16%|█▋ | 3282/20000 [4:14:05<23:53:18, 5.14s/it] 16%|█▋ | 3283/20000 [4:14:09<22:58:14, 4.95s/it] 16%|█▋ | 3284/20000 [4:14:13<22:05:22, 4.76s/it] 16%|█▋ | 3285/20000 [4:14:17<21:15:11, 4.58s/it] 16%|█▋ | 3286/20000 [4:14:21<20:21:47, 4.39s/it] 16%|█▋ | 3287/20000 [4:14:25<19:31:59, 4.21s/it] 16%|█▋ | 3288/20000 [4:14:29<18:37:33, 4.01s/it] 16%|█▋ | 3289/20000 [4:14:32<18:01:52, 3.88s/it] 16%|█▋ | 3290/20000 [4:14:36<17:34:36, 3.79s/it] 16%|█▋ | 3291/20000 [4:14:39<16:57:27, 3.65s/it] 16%|█▋ | 3292/20000 [4:14:42<16:14:26, 3.50s/it] 16%|█▋ | 3293/20000 [4:14:45<15:25:02, 3.32s/it] 16%|█▋ | 3294/20000 [4:14:48<14:22:50, 3.10s/it] 16%|█▋ | 3295/20000 [4:14:50<12:37:09, 2.72s/it] 16%|█▋ | 3296/20000 [4:14:58<20:44:33, 4.47s/it] 16%|█▋ | 3297/20000 [4:15:05<23:38:17, 5.09s/it] 16%|█▋ | 3298/20000 [4:15:11<24:35:57, 5.30s/it] 16%|█▋ | 3299/20000 [4:15:16<24:36:37, 5.30s/it] 16%|█▋ | 3300/20000 [4:15:21<24:08:23, 5.20s/it] 17%|█▋ | 3301/20000 [4:15:26<23:26:50, 5.05s/it] 17%|█▋ | 3302/20000 [4:15:30<22:32:03, 4.86s/it] 17%|█▋ | 3303/20000 [4:15:34<21:34:24, 4.65s/it] 17%|█▋ | 3304/20000 [4:15:38<20:45:09, 4.47s/it] 17%|█▋ | 3305/20000 [4:15:42<20:14:42, 4.37s/it] 17%|█▋ | 3306/20000 [4:15:46<19:41:07, 4.25s/it] 17%|█▋ | 3307/20000 [4:15:50<19:00:37, 4.10s/it] 17%|█▋ | 3308/20000 [4:15:54<18:17:03, 3.94s/it] 17%|█▋ | 3309/20000 [4:15:57<17:36:23, 3.80s/it] 17%|█▋ | 3310/20000 [4:16:00<16:49:25, 3.63s/it] 17%|█▋ | 3311/20000 [4:16:03<16:01:59, 3.46s/it] 17%|█▋ | 3312/20000 [4:16:06<15:09:05, 3.27s/it] 17%|█▋ | 3313/20000 [4:16:09<14:08:15, 3.05s/it] 17%|█▋ | 3314/20000 [4:16:11<12:33:35, 2.71s/it] 17%|█▋ | 3315/20000 [4:16:19<20:43:31, 4.47s/it] 17%|█▋ | 3316/20000 [4:16:26<23:23:42, 5.05s/it] 17%|█▋ | 3317/20000 [4:16:31<24:14:29, 5.23s/it] 17%|█▋ | 3318/20000 [4:16:36<24:08:53, 5.21s/it] 17%|█▋ | 3319/20000 [4:16:41<23:39:19, 5.11s/it] 17%|█▋ | 3320/20000 [4:16:46<23:16:19, 5.02s/it] 17%|█▋ | 3321/20000 [4:16:51<22:50:03, 4.93s/it] 17%|█▋ | 3322/20000 [4:16:55<22:05:16, 4.77s/it] 17%|█▋ | 3323/20000 [4:17:00<21:22:42, 4.61s/it] 17%|█▋ | 3324/20000 [4:17:04<20:38:39, 4.46s/it] 17%|█▋ | 3325/20000 [4:17:08<19:54:28, 4.30s/it] 17%|█▋ | 3326/20000 [4:17:11<19:10:02, 4.14s/it] 17%|█▋ | 3327/20000 [4:17:15<18:27:33, 3.99s/it] 17%|█▋ | 3328/20000 [4:17:18<17:45:37, 3.84s/it] 17%|█▋ | 3329/20000 [4:17:22<16:57:18, 3.66s/it] 17%|█▋ | 3330/20000 [4:17:25<16:17:22, 3.52s/it] 17%|█▋ | 3331/20000 [4:17:28<15:26:12, 3.33s/it] 17%|█▋ | 3332/20000 [4:17:30<14:23:26, 3.11s/it] 17%|█▋ | 3333/20000 [4:17:32<12:43:42, 2.75s/it] 17%|█▋ | 3334/20000 [4:17:41<21:43:23, 4.69s/it] 17%|█▋ | 3335/20000 [4:17:48<24:28:02, 5.29s/it] 17%|█▋ | 3336/20000 [4:17:54<25:28:38, 5.50s/it] 17%|█▋ | 3337/20000 [4:18:00<25:26:29, 5.50s/it] 17%|█▋ | 3338/20000 [4:18:05<24:57:34, 5.39s/it] 17%|█▋ | 3339/20000 [4:18:10<24:14:57, 5.24s/it] 17%|█▋ | 3340/20000 [4:18:14<23:18:26, 5.04s/it] 17%|█▋ | 3341/20000 [4:18:19<22:21:07, 4.83s/it] 17%|█▋ | 3342/20000 [4:18:23<21:26:52, 4.64s/it] 17%|█▋ | 3343/20000 [4:18:27<20:33:13, 4.44s/it] 17%|█▋ | 3344/20000 [4:18:31<19:45:49, 4.27s/it] 17%|█▋ | 3345/20000 [4:18:34<18:55:53, 4.09s/it] 17%|█▋ | 3346/20000 [4:18:38<18:07:39, 3.92s/it] 17%|█▋ | 3347/20000 [4:18:41<17:21:59, 3.75s/it] 17%|█▋ | 3348/20000 [4:18:44<16:35:18, 3.59s/it] 17%|█▋ | 3349/20000 [4:18:47<15:48:15, 3.42s/it] 17%|█▋ | 3350/20000 [4:18:50<14:57:39, 3.23s/it] 17%|█▋ | 3351/20000 [4:18:53<13:59:38, 3.03s/it] 17%|█▋ | 3352/20000 [4:18:55<12:18:34, 2.66s/it] 17%|█▋ | 3353/20000 [4:19:01<17:00:01, 3.68s/it] 17%|█▋ | 3354/20000 [4:19:04<16:14:37, 3.51s/it] 17%|█▋ | 3355/20000 [4:19:14<25:15:15, 5.46s/it] 17%|█▋ | 3356/20000 [4:19:20<26:40:20, 5.77s/it] 17%|█▋ | 3357/20000 [4:19:26<26:34:35, 5.75s/it] 17%|█▋ | 3358/20000 [4:19:31<26:01:13, 5.63s/it] 17%|█▋ | 3359/20000 [4:19:36<25:09:08, 5.44s/it] 17%|█▋ | 3360/20000 [4:19:41<24:12:44, 5.24s/it] 17%|█▋ | 3361/20000 [4:19:46<23:45:20, 5.14s/it] 17%|█▋ | 3362/20000 [4:19:51<23:13:38, 5.03s/it] 17%|█▋ | 3363/20000 [4:19:56<22:56:12, 4.96s/it] 17%|█▋ | 3364/20000 [4:20:00<22:20:12, 4.83s/it] 17%|█▋ | 3365/20000 [4:20:04<21:36:22, 4.68s/it] 17%|█▋ | 3366/20000 [4:20:08<20:39:17, 4.47s/it] 17%|█▋ | 3367/20000 [4:20:13<20:12:28, 4.37s/it] 17%|█▋ | 3368/20000 [4:20:17<19:51:59, 4.30s/it] 17%|█▋ | 3369/20000 [4:20:20<18:44:10, 4.06s/it] 17%|█▋ | 3370/20000 [4:20:23<17:41:59, 3.83s/it] 17%|█▋ | 3371/20000 [4:20:27<16:40:52, 3.61s/it] 17%|█▋ | 3372/20000 [4:20:29<15:36:06, 3.38s/it] 17%|█▋ | 3373/20000 [4:20:32<13:52:11, 3.00s/it] 17%|█▋ | 3374/20000 [4:20:41<22:38:40, 4.90s/it] 17%|█▋ | 3375/20000 [4:20:48<25:21:53, 5.49s/it] 17%|█▋ | 3376/20000 [4:20:54<26:18:23, 5.70s/it] 17%|█▋ | 3377/20000 [4:21:00<26:19:36, 5.70s/it] 17%|█▋ | 3378/20000 [4:21:05<25:43:26, 5.57s/it] 17%|█▋ | 3379/20000 [4:21:10<24:47:34, 5.37s/it] 17%|█▋ | 3380/20000 [4:21:14<23:47:17, 5.15s/it] 17%|█▋ | 3381/20000 [4:21:19<22:51:12, 4.95s/it] 17%|█▋ | 3382/20000 [4:21:23<22:00:37, 4.77s/it] 17%|█▋ | 3383/20000 [4:21:27<21:11:54, 4.59s/it] 17%|█▋ | 3384/20000 [4:21:31<20:18:32, 4.40s/it] 17%|█▋ | 3385/20000 [4:21:35<19:29:04, 4.22s/it] 17%|█▋ | 3386/20000 [4:21:39<18:43:22, 4.06s/it] 17%|█▋ | 3387/20000 [4:21:42<18:02:52, 3.91s/it] 17%|█▋ | 3388/20000 [4:21:46<17:15:46, 3.74s/it] 17%|█▋ | 3389/20000 [4:21:49<16:30:19, 3.58s/it] 17%|█▋ | 3390/20000 [4:21:52<15:41:59, 3.40s/it] 17%|█▋ | 3391/20000 [4:21:55<14:38:29, 3.17s/it] 17%|█▋ | 3392/20000 [4:21:57<12:54:16, 2.80s/it] 17%|█▋ | 3393/20000 [4:22:05<21:18:01, 4.62s/it] 17%|█▋ | 3394/20000 [4:22:12<24:14:56, 5.26s/it] 17%|█▋ | 3395/20000 [4:22:18<25:10:37, 5.46s/it] 17%|█▋ | 3396/20000 [4:22:23<24:59:44, 5.42s/it] 17%|█▋ | 3397/20000 [4:22:28<24:32:42, 5.32s/it] 17%|█▋ | 3398/20000 [4:22:33<23:53:07, 5.18s/it] 17%|█▋ | 3399/20000 [4:22:38<23:02:31, 5.00s/it] 17%|█▋ | 3400/20000 [4:22:42<22:04:42, 4.79s/it] 17%|█▋ | 3401/20000 [4:22:46<21:15:07, 4.61s/it] 17%|█▋ | 3402/20000 [4:22:50<20:22:58, 4.42s/it] 17%|█▋ | 3403/20000 [4:22:54<19:36:17, 4.25s/it] 17%|█▋ | 3404/20000 [4:22:58<18:58:27, 4.12s/it] 17%|█▋ | 3405/20000 [4:23:02<18:14:50, 3.96s/it] 17%|█▋ | 3406/20000 [4:23:05<17:35:02, 3.81s/it] 17%|█▋ | 3407/20000 [4:23:08<16:55:43, 3.67s/it] 17%|█▋ | 3408/20000 [4:23:12<16:12:45, 3.52s/it] 17%|█▋ | 3409/20000 [4:23:15<15:24:30, 3.34s/it] 17%|█▋ | 3410/20000 [4:23:17<14:29:00, 3.14s/it] 17%|█▋ | 3411/20000 [4:23:19<12:56:13, 2.81s/it] 17%|█▋ | 3412/20000 [4:23:28<20:58:59, 4.55s/it] 17%|█▋ | 3413/20000 [4:23:34<23:16:47, 5.05s/it] 17%|█▋ | 3414/20000 [4:23:40<24:18:31, 5.28s/it] 17%|█▋ | 3415/20000 [4:23:45<24:29:27, 5.32s/it] 17%|█▋ | 3416/20000 [4:23:50<24:18:20, 5.28s/it] 17%|█▋ | 3417/20000 [4:23:55<23:44:54, 5.16s/it] 17%|█▋ | 3418/20000 [4:24:00<22:58:03, 4.99s/it] 17%|█▋ | 3419/20000 [4:24:04<22:11:27, 4.82s/it] 17%|█▋ | 3420/20000 [4:24:09<21:24:05, 4.65s/it] 17%|█▋ | 3421/20000 [4:24:13<20:31:40, 4.46s/it] 17%|█▋ | 3422/20000 [4:24:16<19:42:46, 4.28s/it] 17%|█▋ | 3423/20000 [4:24:20<19:01:43, 4.13s/it] 17%|█▋ | 3424/20000 [4:24:24<18:19:30, 3.98s/it] 17%|█▋ | 3425/20000 [4:24:27<17:36:25, 3.82s/it] 17%|█▋ | 3426/20000 [4:24:31<16:49:33, 3.65s/it] 17%|█▋ | 3427/20000 [4:24:34<16:05:53, 3.50s/it] 17%|█▋ | 3428/20000 [4:24:37<15:17:52, 3.32s/it] 17%|█▋ | 3429/20000 [4:24:39<14:17:19, 3.10s/it] 17%|█▋ | 3430/20000 [4:24:41<12:38:20, 2.75s/it] 17%|█▋ | 3431/20000 [4:24:47<17:12:06, 3.74s/it] 17%|█▋ | 3432/20000 [4:24:50<15:59:25, 3.47s/it] 17%|█▋ | 3433/20000 [4:25:00<24:45:53, 5.38s/it] 17%|█▋ | 3434/20000 [4:25:06<26:14:46, 5.70s/it] 17%|█▋ | 3435/20000 [4:25:13<26:50:46, 5.83s/it] 17%|█▋ | 3436/20000 [4:25:18<26:56:32, 5.86s/it] 17%|█▋ | 3437/20000 [4:25:24<26:32:58, 5.77s/it] 17%|█▋ | 3438/20000 [4:25:29<26:00:22, 5.65s/it] 17%|█▋ | 3439/20000 [4:25:34<25:03:34, 5.45s/it] 17%|█▋ | 3440/20000 [4:25:39<24:05:38, 5.24s/it] 17%|█▋ | 3441/20000 [4:25:44<23:15:58, 5.06s/it] 17%|█▋ | 3442/20000 [4:25:48<22:20:33, 4.86s/it] 17%|█▋ | 3443/20000 [4:25:52<21:29:11, 4.67s/it] 17%|█▋ | 3444/20000 [4:25:56<20:27:07, 4.45s/it] 17%|█▋ | 3445/20000 [4:26:00<19:32:11, 4.25s/it] 17%|█▋ | 3446/20000 [4:26:04<18:50:27, 4.10s/it] 17%|█▋ | 3447/20000 [4:26:07<18:04:23, 3.93s/it] 17%|█▋ | 3448/20000 [4:26:11<17:15:52, 3.75s/it] 17%|█▋ | 3449/20000 [4:26:14<16:21:59, 3.56s/it] 17%|█▋ | 3450/20000 [4:26:17<15:20:59, 3.34s/it] 17%|█▋ | 3451/20000 [4:26:19<13:36:50, 2.96s/it] 17%|█▋ | 3452/20000 [4:26:28<22:10:27, 4.82s/it] 17%|█▋ | 3453/20000 [4:26:35<24:46:45, 5.39s/it] 17%|█▋ | 3454/20000 [4:26:40<25:15:30, 5.50s/it] 17%|█▋ | 3455/20000 [4:26:46<24:58:10, 5.43s/it] 17%|█▋ | 3456/20000 [4:26:51<24:22:56, 5.31s/it] 17%|█▋ | 3457/20000 [4:26:55<23:30:14, 5.11s/it] 17%|█▋ | 3458/20000 [4:27:00<23:12:10, 5.05s/it] 17%|█▋ | 3459/20000 [4:27:05<22:49:08, 4.97s/it] 17%|█▋ | 3460/20000 [4:27:09<22:06:23, 4.81s/it] 17%|█▋ | 3461/20000 [4:27:14<21:21:51, 4.65s/it] 17%|█▋ | 3462/20000 [4:27:18<20:43:18, 4.51s/it] 17%|█▋ | 3463/20000 [4:27:22<20:02:06, 4.36s/it] 17%|█▋ | 3464/20000 [4:27:26<19:25:28, 4.23s/it] 17%|█▋ | 3465/20000 [4:27:30<19:03:38, 4.15s/it] 17%|█▋ | 3466/20000 [4:27:33<18:04:41, 3.94s/it] 17%|█▋ | 3467/20000 [4:27:37<17:18:18, 3.77s/it] 17%|█▋ | 3468/20000 [4:27:40<16:35:33, 3.61s/it] 17%|█▋ | 3469/20000 [4:27:42<15:07:34, 3.29s/it] 17%|█▋ | 3470/20000 [4:27:44<13:07:30, 2.86s/it] 17%|█▋ | 3471/20000 [4:27:53<21:40:32, 4.72s/it] 17%|█▋ | 3472/20000 [4:28:00<24:10:44, 5.27s/it] 17%|█▋ | 3473/20000 [4:28:05<24:43:53, 5.39s/it] 17%|█▋ | 3474/20000 [4:28:11<24:35:40, 5.36s/it] 17%|█▋ | 3475/20000 [4:28:16<24:04:34, 5.25s/it] 17%|█▋ | 3476/20000 [4:28:21<23:24:26, 5.10s/it] 17%|█▋ | 3477/20000 [4:28:25<22:34:52, 4.92s/it] 17%|█▋ | 3478/20000 [4:28:29<21:50:49, 4.76s/it] 17%|█▋ | 3479/20000 [4:28:34<21:10:27, 4.61s/it] 17%|█▋ | 3480/20000 [4:28:38<20:31:52, 4.47s/it] 17%|█▋ | 3481/20000 [4:28:42<19:45:54, 4.31s/it] 17%|█▋ | 3482/20000 [4:28:46<19:08:52, 4.17s/it] 17%|█▋ | 3483/20000 [4:28:49<18:32:57, 4.04s/it] 17%|█▋ | 3484/20000 [4:28:53<17:50:48, 3.89s/it] 17%|█▋ | 3485/20000 [4:28:56<17:02:38, 3.72s/it] 17%|█▋ | 3486/20000 [4:28:59<16:15:47, 3.55s/it] 17%|█▋ | 3487/20000 [4:29:02<15:24:22, 3.36s/it] 17%|█▋ | 3488/20000 [4:29:05<14:30:26, 3.16s/it] 17%|█▋ | 3489/20000 [4:29:07<12:45:41, 2.78s/it] 17%|█▋ | 3490/20000 [4:29:16<20:51:05, 4.55s/it] 17%|█▋ | 3491/20000 [4:29:22<23:38:23, 5.15s/it] 17%|█▋ | 3492/20000 [4:29:28<24:32:09, 5.35s/it] 17%|█▋ | 3493/20000 [4:29:33<24:37:19, 5.37s/it] 17%|█▋ | 3494/20000 [4:29:38<24:16:24, 5.29s/it] 17%|█▋ | 3495/20000 [4:29:43<23:40:12, 5.16s/it] 17%|█▋ | 3496/20000 [4:29:48<22:45:41, 4.96s/it] 17%|█▋ | 3497/20000 [4:29:52<21:51:31, 4.77s/it] 17%|█▋ | 3498/20000 [4:29:56<21:01:47, 4.59s/it] 17%|█▋ | 3499/20000 [4:30:00<20:22:31, 4.45s/it] 18%|█▊ | 3500/20000 [4:30:04<19:51:47, 4.33s/it] 18%|█▊ | 3500/20000 [4:30:04<19:51:47, 4.33s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09261373430490494, 'eval_wer': 0.08803721754541427, 'eval_runtime': 68.2657, 'eval_samples_per_second': 27.203, 'eval_steps_per_second': 1.143, 'epoch': 38.46} {'loss': 0.0297, 'learning_rate': 0.0004230769230769231, 'epoch': 44.87} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:28, 2.62it/s][A 4%|▍ | 3/78 [00:01<00:39, 1.90it/s][A 5%|▌ | 4/78 [00:02<00:45, 1.64it/s][A 6%|▋ | 5/78 [00:03<00:50, 1.46it/s][A 8%|▊ | 6/78 [00:04<00:56, 1.28it/s][A 9%|▉ | 7/78 [00:05<01:01, 1.16it/s][A 10%|█ | 8/78 [00:06<01:04, 1.09it/s][A 12%|█▏ | 9/78 [00:07<01:06, 1.05it/s][A 13%|█▎ | 10/78 [00:08<01:03, 1.07it/s][A 14%|█▍ | 11/78 [00:08<00:59, 1.12it/s][A 15%|█▌ | 12/78 [00:09<00:56, 1.18it/s][A 17%|█▋ | 13/78 [00:10<00:51, 1.25it/s][A 18%|█▊ | 14/78 [00:11<00:52, 1.21it/s][A 19%|█▉ | 15/78 [00:12<00:54, 1.16it/s][A 21%|██ | 16/78 [00:13<00:56, 1.10it/s][A 22%|██▏ | 17/78 [00:14<00:56, 1.09it/s][A 23%|██▎ | 18/78 [00:15<00:59, 1.01it/s][A 24%|██▍ | 19/78 [00:16<00:57, 1.03it/s][A 26%|██▌ | 20/78 [00:16<00:52, 1.10it/s][A 27%|██▋ | 21/78 [00:17<00:53, 1.06it/s][A 28%|██▊ | 22/78 [00:18<00:50, 1.11it/s][A 29%|██▉ | 23/78 [00:19<00:48, 1.14it/s][A 31%|███ | 24/78 [00:20<00:48, 1.12it/s][A 32%|███▏ | 25/78 [00:21<00:45, 1.17it/s][A 33%|███▎ | 26/78 [00:22<00:43, 1.19it/s][A 35%|███▍ | 27/78 [00:22<00:42, 1.20it/s][A 36%|███▌ | 28/78 [00:23<00:43, 1.15it/s][A 37%|███▋ | 29/78 [00:24<00:40, 1.21it/s][A 38%|███▊ | 30/78 [00:25<00:41, 1.15it/s][A 40%|███▉ | 31/78 [00:26<00:39, 1.19it/s][A 41%|████ | 32/78 [00:27<00:38, 1.20it/s][A 42%|████▏ | 33/78 [00:27<00:36, 1.22it/s][A 44%|████▎ | 34/78 [00:28<00:35, 1.25it/s][A 45%|████▍ | 35/78 [00:29<00:33, 1.28it/s][A 46%|████▌ | 36/78 [00:30<00:32, 1.28it/s][A 47%|████▋ | 37/78 [00:31<00:33, 1.24it/s][A 49%|████▊ | 38/78 [00:31<00:33, 1.21it/s][A 50%|█████ | 39/78 [00:33<00:35, 1.09it/s][A 51%|█████▏ | 40/78 [00:34<00:35, 1.07it/s][A 53%|█████▎ | 41/78 [00:35<00:37, 1.02s/it][A 54%|█████▍ | 42/78 [00:36<00:35, 1.02it/s][A 55%|█████▌ | 43/78 [00:37<00:34, 1.01it/s][A 56%|█████▋ | 44/78 [00:38<00:33, 1.01it/s][A 58%|█████▊ | 45/78 [00:38<00:31, 1.05it/s][A 59%|█████▉ | 46/78 [00:40<00:34, 1.08s/it][A 60%|██████ | 47/78 [00:41<00:30, 1.02it/s][A 62%|██████▏ | 48/78 [00:41<00:27, 1.10it/s][A 63%|██████▎ | 49/78 [00:42<00:24, 1.19it/s][A 64%|██████▍ | 50/78 [00:43<00:23, 1.21it/s][A 65%|██████▌ | 51/78 [00:43<00:20, 1.29it/s][A 67%|██████▋ | 52/78 [00:44<00:19, 1.31it/s][A 68%|██████▊ | 53/78 [00:45<00:18, 1.32it/s][A 69%|██████▉ | 54/78 [00:46<00:19, 1.26it/s][A 71%|███████ | 55/78 [00:47<00:18, 1.22it/s][A 72%|███████▏ | 56/78 [00:48<00:18, 1.20it/s][A 73%|███████▎ | 57/78 [00:49<00:20, 1.02it/s][A 74%|███████▍ | 58/78 [00:50<00:19, 1.04it/s][A 76%|███████▌ | 59/78 [00:51<00:18, 1.01it/s][A 77%|███████▋ | 60/78 [00:52<00:16, 1.07it/s][A 78%|███████▊ | 61/78 [00:53<00:15, 1.09it/s][A 79%|███████▉ | 62/78 [00:53<00:14, 1.11it/s][A 81%|████████ | 63/78 [00:54<00:13, 1.12it/s][A 82%|████████▏ | 64/78 [00:55<00:12, 1.12it/s][A 83%|████████▎ | 65/78 [00:56<00:11, 1.13it/s][A 85%|████████▍ | 66/78 [00:57<00:10, 1.16it/s][A 86%|████████▌ | 67/78 [00:58<00:09, 1.15it/s][A 87%|████████▋ | 68/78 [00:59<00:08, 1.16it/s][A 88%|████████▊ | 69/78 [00:59<00:07, 1.17it/s][A 90%|████████▉ | 70/78 [01:00<00:07, 1.12it/s][A 91%|█████████ | 71/78 [01:01<00:05, 1.17it/s][A 92%|█████████▏| 72/78 [01:02<00:05, 1.18it/s][A 94%|█████████▎| 73/78 [01:03<00:04, 1.16it/s][A 95%|█████████▍| 74/78 [01:04<00:03, 1.16it/s][A 96%|█████████▌| 75/78 [01:05<00:02, 1.17it/s][A 97%|█████████▋| 76/78 [01:05<00:01, 1.16it/s][A 99%|█████████▊| 77/78 [01:06<00:00, 1.21it/s][A 100%|██████████| 78/78 [01:06<00:00, 1.51it/s][A [A 18%|█▊ | 3500/20000 [4:31:14<19:51:47, 4.33s/it] 100%|██████████| 78/78 [01:08<00:00, 1.51it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-3500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-3500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-3500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-3500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-3000] due to args.save_total_limit 18%|█▊ | 3501/20000 [4:31:30<131:21:18, 28.66s/it] 18%|█▊ | 3502/20000 [4:31:34<97:17:47, 21.23s/it] 18%|█▊ | 3503/20000 [4:31:37<73:05:33, 15.95s/it] 18%|█▊ | 3504/20000 [4:31:41<55:48:04, 12.18s/it] 18%|█▊ | 3505/20000 [4:31:44<43:22:48, 9.47s/it] 18%|█▊ | 3506/20000 [4:31:47<34:23:41, 7.51s/it] 18%|█▊ | 3507/20000 [4:31:49<27:39:47, 6.04s/it] 18%|█▊ | 3508/20000 [4:31:51<22:03:57, 4.82s/it] 18%|█▊ | 3509/20000 [4:31:57<23:17:52, 5.09s/it] 18%|█▊ | 3510/20000 [4:32:00<20:23:36, 4.45s/it] 18%|█▊ | 3511/20000 [4:32:10<28:08:15, 6.14s/it] 18%|█▊ | 3512/20000 [4:32:17<28:46:29, 6.28s/it] 18%|█▊ | 3513/20000 [4:32:23<28:12:31, 6.16s/it] 18%|█▊ | 3514/20000 [4:32:28<27:22:07, 5.98s/it] 18%|█▊ | 3515/20000 [4:32:34<26:34:22, 5.80s/it] 18%|█▊ | 3516/20000 [4:32:39<25:53:04, 5.65s/it] 18%|█▊ | 3517/20000 [4:32:44<24:36:59, 5.38s/it] 18%|█▊ | 3518/20000 [4:32:48<23:48:41, 5.20s/it] 18%|█▊ | 3519/20000 [4:32:53<22:49:31, 4.99s/it] 18%|█▊ | 3520/20000 [4:32:57<21:38:19, 4.73s/it] 18%|█▊ | 3521/20000 [4:33:01<20:36:10, 4.50s/it] 18%|█▊ | 3522/20000 [4:33:05<19:42:02, 4.30s/it] 18%|█▊ | 3523/20000 [4:33:09<18:49:34, 4.11s/it] 18%|█▊ | 3524/20000 [4:33:12<18:04:07, 3.95s/it] 18%|█▊ | 3525/20000 [4:33:15<17:14:40, 3.77s/it] 18%|█▊ | 3526/20000 [4:33:19<16:22:25, 3.58s/it] 18%|█▊ | 3527/20000 [4:33:22<15:29:16, 3.38s/it] 18%|█▊ | 3528/20000 [4:33:24<14:28:32, 3.16s/it] 18%|█▊ | 3529/20000 [4:33:26<12:42:38, 2.78s/it] 18%|█▊ | 3530/20000 [4:33:35<21:27:32, 4.69s/it] 18%|█▊ | 3531/20000 [4:33:42<24:31:14, 5.36s/it] 18%|█▊ | 3532/20000 [4:33:48<25:45:11, 5.63s/it] 18%|█▊ | 3533/20000 [4:33:54<25:28:44, 5.57s/it] 18%|█▊ | 3534/20000 [4:33:59<24:51:29, 5.43s/it] 18%|█▊ | 3535/20000 [4:34:04<24:25:42, 5.34s/it] 18%|█▊ | 3536/20000 [4:34:09<23:40:46, 5.18s/it] 18%|█▊ | 3537/20000 [4:34:13<22:54:12, 5.01s/it] 18%|█▊ | 3538/20000 [4:34:18<22:10:26, 4.85s/it] 18%|█▊ | 3539/20000 [4:34:22<21:22:12, 4.67s/it] 18%|█▊ | 3540/20000 [4:34:26<20:29:37, 4.48s/it] 18%|█▊ | 3541/20000 [4:34:30<19:49:11, 4.34s/it] 18%|█▊ | 3542/20000 [4:34:34<18:55:15, 4.14s/it] 18%|█▊ | 3543/20000 [4:34:37<18:04:35, 3.95s/it] 18%|█▊ | 3544/20000 [4:34:41<17:09:38, 3.75s/it] 18%|█▊ | 3545/20000 [4:34:44<16:05:03, 3.52s/it] 18%|█▊ | 3546/20000 [4:34:46<15:04:47, 3.30s/it] 18%|█▊ | 3547/20000 [4:34:49<14:00:18, 3.06s/it] 18%|█▊ | 3548/20000 [4:34:51<12:30:46, 2.74s/it] 18%|█▊ | 3549/20000 [4:35:00<21:07:07, 4.62s/it] 18%|█▊ | 3550/20000 [4:35:06<23:33:52, 5.16s/it] 18%|█▊ | 3551/20000 [4:35:12<24:13:03, 5.30s/it] 18%|█▊ | 3552/20000 [4:35:17<24:01:35, 5.26s/it] 18%|█▊ | 3553/20000 [4:35:22<23:32:03, 5.15s/it] 18%|█▊ | 3554/20000 [4:35:27<23:01:51, 5.04s/it] 18%|█▊ | 3555/20000 [4:35:31<22:14:22, 4.87s/it] 18%|█▊ | 3556/20000 [4:35:36<21:28:01, 4.70s/it] 18%|█▊ | 3557/20000 [4:35:40<20:43:03, 4.54s/it] 18%|█▊ | 3558/20000 [4:35:44<19:58:58, 4.38s/it] 18%|█▊ | 3559/20000 [4:35:48<19:15:38, 4.22s/it] 18%|█▊ | 3560/20000 [4:35:51<18:33:56, 4.07s/it] 18%|█▊ | 3561/20000 [4:35:55<17:52:57, 3.92s/it] 18%|█▊ | 3562/20000 [4:35:58<17:13:19, 3.77s/it] 18%|█▊ | 3563/20000 [4:36:02<16:23:18, 3.59s/it] 18%|█▊ | 3564/20000 [4:36:05<15:45:27, 3.45s/it] 18%|█▊ | 3565/20000 [4:36:08<15:00:47, 3.29s/it] 18%|█▊ | 3566/20000 [4:36:10<14:02:48, 3.08s/it] 18%|█▊ | 3567/20000 [4:36:12<12:16:38, 2.69s/it] 18%|█▊ | 3568/20000 [4:36:21<20:23:37, 4.47s/it] 18%|█▊ | 3569/20000 [4:36:27<23:03:49, 5.05s/it] 18%|█▊ | 3570/20000 [4:36:33<23:57:11, 5.25s/it] 18%|█▊ | 3571/20000 [4:36:38<24:05:09, 5.28s/it] 18%|█▊ | 3572/20000 [4:36:43<23:47:26, 5.21s/it] 18%|█▊ | 3573/20000 [4:36:48<23:17:11, 5.10s/it] 18%|█▊ | 3574/20000 [4:36:53<22:31:52, 4.94s/it] 18%|█▊ | 3575/20000 [4:36:57<21:45:17, 4.77s/it] 18%|█▊ | 3576/20000 [4:37:01<20:55:15, 4.59s/it] 18%|█▊ | 3577/20000 [4:37:05<20:04:47, 4.40s/it] 18%|█▊ | 3578/20000 [4:37:09<19:09:18, 4.20s/it] 18%|█▊ | 3579/20000 [4:37:13<18:40:46, 4.10s/it] 18%|█▊ | 3580/20000 [4:37:16<18:04:23, 3.96s/it] 18%|█▊ | 3581/20000 [4:37:20<17:26:09, 3.82s/it] 18%|█▊ | 3582/20000 [4:37:23<16:43:07, 3.67s/it] 18%|█▊ | 3583/20000 [4:37:26<15:58:31, 3.50s/it] 18%|█▊ | 3584/20000 [4:37:29<15:10:15, 3.33s/it] 18%|█▊ | 3585/20000 [4:37:32<14:12:50, 3.12s/it] 18%|█▊ | 3586/20000 [4:37:34<12:43:25, 2.79s/it] 18%|█▊ | 3587/20000 [4:37:40<17:05:24, 3.75s/it] 18%|█▊ | 3588/20000 [4:37:43<16:05:39, 3.53s/it] 18%|█▊ | 3589/20000 [4:37:53<25:29:20, 5.59s/it] 18%|█▊ | 3590/20000 [4:38:00<26:47:11, 5.88s/it] 18%|█▊ | 3591/20000 [4:38:05<26:40:51, 5.85s/it] 18%|█▊ | 3592/20000 [4:38:11<25:56:57, 5.69s/it] 18%|█▊ | 3593/20000 [4:38:16<24:53:57, 5.46s/it] 18%|█▊ | 3594/20000 [4:38:21<24:13:29, 5.32s/it] 18%|█▊ | 3595/20000 [4:38:25<23:17:00, 5.11s/it] 18%|█▊ | 3596/20000 [4:38:30<22:22:09, 4.91s/it] 18%|█▊ | 3597/20000 [4:38:34<21:26:46, 4.71s/it] 18%|█▊ | 3598/20000 [4:38:38<20:36:12, 4.52s/it] 18%|█▊ | 3599/20000 [4:38:42<19:47:34, 4.34s/it] 18%|█▊ | 3600/20000 [4:38:46<19:02:59, 4.18s/it] 18%|█▊ | 3601/20000 [4:38:49<18:20:39, 4.03s/it] 18%|█▊ | 3602/20000 [4:38:53<17:41:27, 3.88s/it] 18%|█▊ | 3603/20000 [4:38:56<16:56:49, 3.72s/it] 18%|█▊ | 3604/20000 [4:39:00<16:12:57, 3.56s/it] 18%|█▊ | 3605/20000 [4:39:03<15:21:47, 3.37s/it] 18%|█▊ | 3606/20000 [4:39:05<14:22:32, 3.16s/it] 18%|█▊ | 3607/20000 [4:39:07<12:43:23, 2.79s/it] 18%|█▊ | 3608/20000 [4:39:16<20:57:47, 4.60s/it] 18%|█▊ | 3609/20000 [4:39:22<23:17:49, 5.12s/it] 18%|█▊ | 3610/20000 [4:39:28<24:23:59, 5.36s/it] 18%|█▊ | 3611/20000 [4:39:34<24:23:17, 5.36s/it] 18%|█▊ | 3612/20000 [4:39:38<23:52:06, 5.24s/it] 18%|█▊ | 3613/20000 [4:39:43<23:09:00, 5.09s/it] 18%|█▊ | 3614/20000 [4:39:48<22:17:14, 4.90s/it] 18%|█▊ | 3615/20000 [4:39:52<21:30:35, 4.73s/it] 18%|█▊ | 3616/20000 [4:39:56<20:46:32, 4.56s/it] 18%|█▊ | 3617/20000 [4:40:00<20:03:53, 4.41s/it] 18%|█▊ | 3618/20000 [4:40:04<19:25:04, 4.27s/it] 18%|█▊ | 3619/20000 [4:40:08<18:43:04, 4.11s/it] 18%|█▊ | 3620/20000 [4:40:12<18:02:28, 3.97s/it] 18%|█▊ | 3621/20000 [4:40:15<17:26:05, 3.83s/it] 18%|█▊ | 3622/20000 [4:40:18<16:48:15, 3.69s/it] 18%|█▊ | 3623/20000 [4:40:22<16:02:30, 3.53s/it] 18%|█▊ | 3624/20000 [4:40:25<15:13:50, 3.35s/it] 18%|█▊ | 3625/20000 [4:40:27<14:08:39, 3.11s/it] 18%|█▊ | 3626/20000 [4:40:29<12:31:59, 2.76s/it] 18%|█▊ | 3627/20000 [4:40:38<21:17:04, 4.68s/it] 18%|█▊ | 3628/20000 [4:40:45<24:28:21, 5.38s/it] 18%|█▊ | 3629/20000 [4:40:51<25:27:27, 5.60s/it] 18%|█▊ | 3630/20000 [4:40:57<25:35:39, 5.63s/it] 18%|█▊ | 3631/20000 [4:41:03<25:30:31, 5.61s/it] 18%|█▊ | 3632/20000 [4:41:08<25:02:58, 5.51s/it] 18%|█▊ | 3633/20000 [4:41:13<24:08:41, 5.31s/it] 18%|█▊ | 3634/20000 [4:41:17<22:54:05, 5.04s/it] 18%|█▊ | 3635/20000 [4:41:21<21:48:28, 4.80s/it] 18%|█▊ | 3636/20000 [4:41:25<20:49:19, 4.58s/it] 18%|█▊ | 3637/20000 [4:41:29<19:53:00, 4.37s/it] 18%|█▊ | 3638/20000 [4:41:33<18:58:32, 4.18s/it] 18%|█▊ | 3639/20000 [4:41:37<18:06:53, 3.99s/it] 18%|█▊ | 3640/20000 [4:41:40<17:37:56, 3.88s/it] 18%|█▊ | 3641/20000 [4:41:43<16:48:58, 3.70s/it] 18%|█▊ | 3642/20000 [4:41:47<15:59:20, 3.52s/it] 18%|█▊ | 3643/20000 [4:41:49<15:07:12, 3.33s/it] 18%|█▊ | 3644/20000 [4:41:52<14:07:21, 3.11s/it] 18%|█▊ | 3645/20000 [4:41:54<12:28:21, 2.75s/it] 18%|█▊ | 3646/20000 [4:42:03<20:26:59, 4.50s/it] 18%|█▊ | 3647/20000 [4:42:09<23:01:00, 5.07s/it] 18%|█▊ | 3648/20000 [4:42:15<24:19:06, 5.35s/it] 18%|█▊ | 3649/20000 [4:42:21<24:42:19, 5.44s/it] 18%|█▊ | 3650/20000 [4:42:26<24:48:06, 5.46s/it] 18%|█▊ | 3651/20000 [4:42:31<24:03:16, 5.30s/it] 18%|█▊ | 3652/20000 [4:42:36<23:26:57, 5.16s/it] 18%|█▊ | 3653/20000 [4:42:40<22:20:41, 4.92s/it] 18%|█▊ | 3654/20000 [4:42:44<21:12:20, 4.67s/it] 18%|█▊ | 3655/20000 [4:42:48<20:21:06, 4.48s/it] 18%|█▊ | 3656/20000 [4:42:52<19:31:51, 4.30s/it] 18%|█▊ | 3657/20000 [4:42:56<18:48:27, 4.14s/it] 18%|█▊ | 3658/20000 [4:43:00<18:05:19, 3.98s/it] 18%|█▊ | 3659/20000 [4:43:03<17:28:21, 3.85s/it] 18%|█▊ | 3660/20000 [4:43:06<16:44:28, 3.69s/it] 18%|█▊ | 3661/20000 [4:43:10<15:58:07, 3.52s/it] 18%|█▊ | 3662/20000 [4:43:12<15:06:11, 3.33s/it] 18%|█▊ | 3663/20000 [4:43:15<14:04:17, 3.10s/it] 18%|█▊ | 3664/20000 [4:43:17<12:31:48, 2.76s/it] 18%|█▊ | 3665/20000 [4:43:23<16:51:30, 3.72s/it] 18%|█▊ | 3666/20000 [4:43:26<16:29:49, 3.64s/it] 18%|█▊ | 3667/20000 [4:43:37<25:50:01, 5.69s/it] 18%|█▊ | 3668/20000 [4:43:44<27:27:23, 6.05s/it] 18%|█▊ | 3669/20000 [4:43:50<27:25:36, 6.05s/it] 18%|█▊ | 3670/20000 [4:43:55<26:22:34, 5.81s/it] 18%|█▊ | 3671/20000 [4:44:01<25:52:45, 5.71s/it] 18%|█▊ | 3672/20000 [4:44:05<24:50:28, 5.48s/it] 18%|█▊ | 3673/20000 [4:44:10<23:30:27, 5.18s/it] 18%|█▊ | 3674/20000 [4:44:14<22:23:40, 4.94s/it] 18%|█▊ | 3675/20000 [4:44:19<21:34:19, 4.76s/it] 18%|█▊ | 3676/20000 [4:44:23<20:57:45, 4.62s/it] 18%|█▊ | 3677/20000 [4:44:27<20:19:33, 4.48s/it] 18%|█▊ | 3678/20000 [4:44:31<19:40:12, 4.34s/it] 18%|█▊ | 3679/20000 [4:44:35<18:56:33, 4.18s/it] 18%|█▊ | 3680/20000 [4:44:39<18:15:47, 4.03s/it] 18%|█▊ | 3681/20000 [4:44:42<17:34:50, 3.88s/it] 18%|█▊ | 3682/20000 [4:44:45<16:47:36, 3.70s/it] 18%|█▊ | 3683/20000 [4:44:49<15:59:13, 3.53s/it] 18%|█▊ | 3684/20000 [4:44:51<15:08:23, 3.34s/it] 18%|█▊ | 3685/20000 [4:44:54<13:23:33, 2.96s/it] 18%|█▊ | 3686/20000 [4:45:02<21:33:52, 4.76s/it] 18%|█▊ | 3687/20000 [4:45:09<24:32:56, 5.42s/it] 18%|█▊ | 3688/20000 [4:45:16<25:26:55, 5.62s/it] 18%|█▊ | 3689/20000 [4:45:21<25:30:09, 5.63s/it] 18%|█▊ | 3690/20000 [4:45:26<25:04:05, 5.53s/it] 18%|█▊ | 3691/20000 [4:45:32<24:27:35, 5.40s/it] 18%|█▊ | 3692/20000 [4:45:36<23:33:05, 5.20s/it] 18%|█▊ | 3693/20000 [4:45:41<22:39:10, 5.00s/it] 18%|█▊ | 3694/20000 [4:45:45<21:50:49, 4.82s/it] 18%|█▊ | 3695/20000 [4:45:49<21:01:01, 4.64s/it] 18%|█▊ | 3696/20000 [4:45:54<20:15:19, 4.47s/it] 18%|█▊ | 3697/20000 [4:45:57<19:26:35, 4.29s/it] 18%|█▊ | 3698/20000 [4:46:01<18:37:57, 4.11s/it] 18%|█▊ | 3699/20000 [4:46:05<17:40:46, 3.90s/it] 18%|█▊ | 3700/20000 [4:46:08<16:41:31, 3.69s/it] 19%|█▊ | 3701/20000 [4:46:11<15:45:57, 3.48s/it] 19%|█▊ | 3702/20000 [4:46:13<14:48:31, 3.27s/it] 19%|█▊ | 3703/20000 [4:46:16<14:16:17, 3.15s/it] 19%|█▊ | 3704/20000 [4:46:18<12:45:50, 2.82s/it] 19%|█▊ | 3705/20000 [4:46:28<21:18:58, 4.71s/it] 19%|█▊ | 3706/20000 [4:46:34<23:54:59, 5.28s/it] 19%|█▊ | 3707/20000 [4:46:40<24:43:57, 5.46s/it] 19%|█▊ | 3708/20000 [4:46:45<24:40:27, 5.45s/it] 19%|█▊ | 3709/20000 [4:46:51<24:15:26, 5.36s/it] 19%|█▊ | 3710/20000 [4:46:56<23:38:41, 5.23s/it] 19%|█▊ | 3711/20000 [4:47:00<22:47:34, 5.04s/it] 19%|█▊ | 3712/20000 [4:47:05<22:04:26, 4.88s/it] 19%|█▊ | 3713/20000 [4:47:09<21:11:10, 4.68s/it] 19%|█▊ | 3714/20000 [4:47:13<20:20:42, 4.50s/it] 19%|█▊ | 3715/20000 [4:47:17<19:32:45, 4.32s/it] 19%|█▊ | 3716/20000 [4:47:20<18:35:22, 4.11s/it] 19%|█▊ | 3717/20000 [4:47:24<17:56:41, 3.97s/it] 19%|█▊ | 3718/20000 [4:47:28<17:28:49, 3.86s/it] 19%|█▊ | 3719/20000 [4:47:31<16:39:26, 3.68s/it] 19%|█▊ | 3720/20000 [4:47:34<15:49:56, 3.50s/it] 19%|█▊ | 3721/20000 [4:47:37<14:58:34, 3.31s/it] 19%|█▊ | 3722/20000 [4:47:40<14:02:18, 3.10s/it] 19%|█▊ | 3723/20000 [4:47:42<12:39:37, 2.80s/it] 19%|█▊ | 3724/20000 [4:47:51<21:40:46, 4.80s/it] 19%|█▊ | 3725/20000 [4:47:58<24:20:08, 5.38s/it] 19%|█▊ | 3726/20000 [4:48:04<25:05:18, 5.55s/it] 19%|█▊ | 3727/20000 [4:48:09<25:08:05, 5.56s/it] 19%|█▊ | 3728/20000 [4:48:15<24:46:24, 5.48s/it] 19%|█▊ | 3729/20000 [4:48:20<24:16:51, 5.37s/it] 19%|█▊ | 3730/20000 [4:48:25<23:32:44, 5.21s/it] 19%|█▊ | 3731/20000 [4:48:29<22:21:08, 4.95s/it] 19%|█▊ | 3732/20000 [4:48:33<21:26:54, 4.75s/it] 19%|█▊ | 3733/20000 [4:48:37<20:43:04, 4.59s/it] 19%|█▊ | 3734/20000 [4:48:41<19:42:57, 4.36s/it] 19%|█▊ | 3735/20000 [4:48:45<18:56:48, 4.19s/it] 19%|█▊ | 3736/20000 [4:48:49<18:25:35, 4.08s/it] 19%|█▊ | 3737/20000 [4:48:52<17:48:12, 3.94s/it] 19%|█▊ | 3738/20000 [4:48:56<17:03:24, 3.78s/it] 19%|█▊ | 3739/20000 [4:48:59<16:25:39, 3.64s/it] 19%|█▊ | 3740/20000 [4:49:02<15:39:30, 3.47s/it] 19%|█▊ | 3741/20000 [4:49:05<14:45:57, 3.27s/it] 19%|█▊ | 3742/20000 [4:49:07<13:02:29, 2.89s/it] 19%|█▊ | 3743/20000 [4:49:14<17:52:00, 3.96s/it] 19%|█▊ | 3744/20000 [4:49:17<16:53:37, 3.74s/it] 19%|█▊ | 3745/20000 [4:49:27<25:47:25, 5.71s/it] 19%|█▊ | 3746/20000 [4:49:34<26:50:51, 5.95s/it] 19%|█▊ | 3747/20000 [4:49:40<26:49:55, 5.94s/it] 19%|█▊ | 3748/20000 [4:49:45<26:11:50, 5.80s/it] 19%|█▊ | 3749/20000 [4:49:50<25:06:08, 5.56s/it] 19%|█▉ | 3750/20000 [4:49:55<24:03:08, 5.33s/it] 19%|█▉ | 3751/20000 [4:49:59<23:02:38, 5.11s/it] 19%|█▉ | 3752/20000 [4:50:04<22:07:32, 4.90s/it] 19%|█▉ | 3753/20000 [4:50:08<21:23:20, 4.74s/it] 19%|█▉ | 3754/20000 [4:50:12<20:26:37, 4.53s/it] 19%|█▉ | 3755/20000 [4:50:16<19:32:02, 4.33s/it] 19%|█▉ | 3756/20000 [4:50:20<18:41:07, 4.14s/it] 19%|█▉ | 3757/20000 [4:50:23<17:53:54, 3.97s/it] 19%|█▉ | 3758/20000 [4:50:27<17:09:21, 3.80s/it] 19%|█▉ | 3759/20000 [4:50:30<16:20:35, 3.62s/it] 19%|█▉ | 3760/20000 [4:50:33<15:33:51, 3.45s/it] 19%|█▉ | 3761/20000 [4:50:36<14:44:16, 3.27s/it] 19%|█▉ | 3762/20000 [4:50:38<13:44:50, 3.05s/it] 19%|█▉ | 3763/20000 [4:50:40<12:01:28, 2.67s/it] 19%|█▉ | 3764/20000 [4:50:49<20:25:56, 4.53s/it] 19%|█▉ | 3765/20000 [4:50:55<23:03:14, 5.11s/it] 19%|█▉ | 3766/20000 [4:51:01<24:00:30, 5.32s/it] 19%|█▉ | 3767/20000 [4:51:07<24:00:59, 5.33s/it] 19%|█▉ | 3768/20000 [4:51:12<23:37:33, 5.24s/it] 19%|█▉ | 3769/20000 [4:51:16<23:04:26, 5.12s/it] 19%|█▉ | 3770/20000 [4:51:21<22:16:25, 4.94s/it] 19%|█▉ | 3771/20000 [4:51:25<21:32:44, 4.78s/it] 19%|█▉ | 3772/20000 [4:51:30<20:53:23, 4.63s/it] 19%|█▉ | 3773/20000 [4:51:34<20:13:37, 4.49s/it] 19%|█▉ | 3774/20000 [4:51:38<19:36:41, 4.35s/it] 19%|█▉ | 3775/20000 [4:51:42<18:58:05, 4.21s/it] 19%|█▉ | 3776/20000 [4:51:46<18:22:15, 4.08s/it] 19%|█▉ | 3777/20000 [4:51:49<17:36:06, 3.91s/it] 19%|█▉ | 3778/20000 [4:51:52<16:51:10, 3.74s/it] 19%|█▉ | 3779/20000 [4:51:56<16:04:41, 3.57s/it] 19%|█▉ | 3780/20000 [4:51:59<15:21:14, 3.41s/it] 19%|█▉ | 3781/20000 [4:52:01<14:21:40, 3.19s/it] 19%|█▉ | 3782/20000 [4:52:03<12:41:26, 2.82s/it] 19%|█▉ | 3783/20000 [4:52:12<20:40:32, 4.59s/it] 19%|█▉ | 3784/20000 [4:52:18<23:02:48, 5.12s/it] 19%|█▉ | 3785/20000 [4:52:24<23:44:02, 5.27s/it] 19%|█▉ | 3786/20000 [4:52:29<23:50:58, 5.30s/it] 19%|█▉ | 3787/20000 [4:52:35<23:49:44, 5.29s/it] 19%|█▉ | 3788/20000 [4:52:40<23:32:00, 5.23s/it] 19%|█▉ | 3789/20000 [4:52:44<22:50:07, 5.07s/it] 19%|█▉ | 3790/20000 [4:52:49<22:08:57, 4.92s/it] 19%|█▉ | 3791/20000 [4:52:53<21:29:17, 4.77s/it] 19%|█▉ | 3792/20000 [4:52:58<20:46:28, 4.61s/it] 19%|█▉ | 3793/20000 [4:53:02<20:04:59, 4.46s/it] 19%|█▉ | 3794/20000 [4:53:06<19:16:32, 4.28s/it] 19%|█▉ | 3795/20000 [4:53:09<18:47:31, 4.17s/it] 19%|█▉ | 3796/20000 [4:53:13<18:04:31, 4.02s/it] 19%|█▉ | 3797/20000 [4:53:16<17:10:12, 3.81s/it] 19%|█▉ | 3798/20000 [4:53:20<16:13:14, 3.60s/it] 19%|█▉ | 3799/20000 [4:53:22<15:16:47, 3.40s/it] 19%|█▉ | 3800/20000 [4:53:25<14:09:17, 3.15s/it] 19%|█▉ | 3801/20000 [4:53:27<12:26:06, 2.76s/it] 19%|█▉ | 3802/20000 [4:53:36<21:30:28, 4.78s/it] 19%|█▉ | 3803/20000 [4:53:43<24:18:16, 5.40s/it] 19%|█▉ | 3804/20000 [4:53:49<24:52:25, 5.53s/it] 19%|█▉ | 3805/20000 [4:53:54<24:43:04, 5.49s/it] 19%|█▉ | 3806/20000 [4:54:00<24:12:18, 5.38s/it] 19%|█▉ | 3807/20000 [4:54:04<23:23:29, 5.20s/it] 19%|█▉ | 3808/20000 [4:54:09<22:47:45, 5.07s/it] 19%|█▉ | 3809/20000 [4:54:14<22:05:11, 4.91s/it] 19%|█▉ | 3810/20000 [4:54:18<21:17:05, 4.73s/it] 19%|█▉ | 3811/20000 [4:54:22<20:29:07, 4.56s/it] 19%|█▉ | 3812/20000 [4:54:26<19:34:05, 4.35s/it] 19%|█▉ | 3813/20000 [4:54:30<18:40:15, 4.15s/it] 19%|█▉ | 3814/20000 [4:54:33<17:50:57, 3.97s/it] 19%|█▉ | 3815/20000 [4:54:37<17:09:11, 3.82s/it] 19%|█▉ | 3816/20000 [4:54:40<16:24:49, 3.65s/it] 19%|█▉ | 3817/20000 [4:54:43<15:37:17, 3.48s/it] 19%|█▉ | 3818/20000 [4:54:46<14:49:54, 3.30s/it] 19%|█▉ | 3819/20000 [4:54:49<13:58:14, 3.11s/it] 19%|█▉ | 3820/20000 [4:54:51<12:29:02, 2.78s/it] 19%|█▉ | 3821/20000 [4:54:56<16:27:58, 3.66s/it] 19%|█▉ | 3822/20000 [4:54:59<15:40:30, 3.49s/it] 19%|█▉ | 3823/20000 [4:55:09<24:12:49, 5.39s/it] 19%|█▉ | 3824/20000 [4:55:16<25:41:57, 5.72s/it] 19%|█▉ | 3825/20000 [4:55:22<25:48:07, 5.74s/it] 19%|█▉ | 3826/20000 [4:55:27<25:25:34, 5.66s/it] 19%|█▉ | 3827/20000 [4:55:32<24:46:42, 5.52s/it] 19%|█▉ | 3828/20000 [4:55:37<23:57:34, 5.33s/it] 19%|█▉ | 3829/20000 [4:55:42<23:01:05, 5.12s/it] 19%|█▉ | 3830/20000 [4:55:46<22:01:27, 4.90s/it] 19%|█▉ | 3831/20000 [4:55:50<21:05:33, 4.70s/it] 19%|█▉ | 3832/20000 [4:55:54<20:10:57, 4.49s/it] 19%|█▉ | 3833/20000 [4:55:58<19:17:04, 4.29s/it] 19%|█▉ | 3834/20000 [4:56:02<18:29:35, 4.12s/it] 19%|█▉ | 3835/20000 [4:56:05<17:48:23, 3.97s/it] 19%|█▉ | 3836/20000 [4:56:09<17:09:54, 3.82s/it] 19%|█▉ | 3837/20000 [4:56:12<16:29:29, 3.67s/it] 19%|█▉ | 3838/20000 [4:56:15<15:35:26, 3.47s/it] 19%|█▉ | 3839/20000 [4:56:18<14:50:28, 3.31s/it] 19%|█▉ | 3840/20000 [4:56:21<14:00:58, 3.12s/it] 19%|█▉ | 3841/20000 [4:56:23<12:26:55, 2.77s/it] 19%|█▉ | 3842/20000 [4:56:32<20:58:52, 4.67s/it] 19%|█▉ | 3843/20000 [4:56:38<23:25:02, 5.22s/it] 19%|█▉ | 3844/20000 [4:56:44<24:05:21, 5.37s/it] 19%|█▉ | 3845/20000 [4:56:49<23:54:17, 5.33s/it] 19%|█▉ | 3846/20000 [4:56:54<23:23:11, 5.21s/it] 19%|█▉ | 3847/20000 [4:56:59<22:45:36, 5.07s/it] 19%|█▉ | 3848/20000 [4:57:04<21:54:31, 4.88s/it] 19%|█▉ | 3849/20000 [4:57:08<21:06:57, 4.71s/it] 19%|█▉ | 3850/20000 [4:57:12<20:24:23, 4.55s/it] 19%|█▉ | 3851/20000 [4:57:16<19:40:34, 4.39s/it] 19%|█▉ | 3852/20000 [4:57:20<18:55:23, 4.22s/it] 19%|█▉ | 3853/20000 [4:57:23<18:05:28, 4.03s/it] 19%|█▉ | 3854/20000 [4:57:27<17:21:46, 3.87s/it] 19%|█▉ | 3855/20000 [4:57:30<16:38:10, 3.71s/it] 19%|█▉ | 3856/20000 [4:57:34<16:07:28, 3.60s/it] 19%|█▉ | 3857/20000 [4:57:37<15:22:17, 3.43s/it] 19%|█▉ | 3858/20000 [4:57:39<14:32:59, 3.24s/it] 19%|█▉ | 3859/20000 [4:57:42<13:38:13, 3.04s/it] 19%|█▉ | 3860/20000 [4:57:44<12:09:59, 2.71s/it] 19%|█▉ | 3861/20000 [4:57:53<20:09:02, 4.49s/it] 19%|█▉ | 3862/20000 [4:57:59<22:48:02, 5.09s/it] 19%|█▉ | 3863/20000 [4:58:05<23:33:48, 5.26s/it] 19%|█▉ | 3864/20000 [4:58:10<23:29:42, 5.24s/it] 19%|█▉ | 3865/20000 [4:58:15<23:05:20, 5.15s/it] 19%|█▉ | 3866/20000 [4:58:20<22:25:36, 5.00s/it] 19%|█▉ | 3867/20000 [4:58:24<21:41:08, 4.84s/it] 19%|█▉ | 3868/20000 [4:58:28<20:59:14, 4.68s/it] 19%|█▉ | 3869/20000 [4:58:32<20:16:19, 4.52s/it] 19%|█▉ | 3870/20000 [4:58:36<19:27:31, 4.34s/it] 19%|█▉ | 3871/20000 [4:58:40<18:41:53, 4.17s/it] 19%|█▉ | 3872/20000 [4:58:44<18:11:18, 4.06s/it] 19%|█▉ | 3873/20000 [4:58:48<17:34:27, 3.92s/it] 19%|█▉ | 3874/20000 [4:58:51<16:58:03, 3.79s/it] 19%|█▉ | 3875/20000 [4:58:54<16:15:16, 3.63s/it] 19%|█▉ | 3876/20000 [4:58:57<15:28:59, 3.46s/it] 19%|█▉ | 3877/20000 [4:59:00<14:40:29, 3.28s/it] 19%|█▉ | 3878/20000 [4:59:03<13:41:15, 3.06s/it] 19%|█▉ | 3879/20000 [4:59:05<12:02:46, 2.69s/it] 19%|█▉ | 3880/20000 [4:59:13<20:15:14, 4.52s/it] 19%|█▉ | 3881/20000 [4:59:20<22:53:16, 5.11s/it] 19%|█▉ | 3882/20000 [4:59:26<23:42:29, 5.30s/it] 19%|█▉ | 3883/20000 [4:59:31<23:43:25, 5.30s/it] 19%|█▉ | 3884/20000 [4:59:36<23:23:26, 5.22s/it] 19%|█▉ | 3885/20000 [4:59:41<22:54:58, 5.12s/it] 19%|█▉ | 3886/20000 [4:59:45<21:57:08, 4.90s/it] 19%|█▉ | 3887/20000 [4:59:50<21:18:25, 4.76s/it] 19%|█▉ | 3888/20000 [4:59:54<20:37:18, 4.61s/it] 19%|█▉ | 3889/20000 [4:59:58<19:51:07, 4.44s/it] 19%|█▉ | 3890/20000 [5:00:02<19:06:44, 4.27s/it] 19%|█▉ | 3891/20000 [5:00:06<18:22:22, 4.11s/it] 19%|█▉ | 3892/20000 [5:00:09<17:38:13, 3.94s/it] 19%|█▉ | 3893/20000 [5:00:13<16:57:19, 3.79s/it] 19%|█▉ | 3894/20000 [5:00:16<16:13:16, 3.63s/it] 19%|█▉ | 3895/20000 [5:00:19<15:38:12, 3.50s/it] 19%|█▉ | 3896/20000 [5:00:22<14:57:04, 3.34s/it] 19%|█▉ | 3897/20000 [5:00:25<14:00:58, 3.13s/it] 19%|█▉ | 3898/20000 [5:00:27<12:30:18, 2.80s/it] 19%|█▉ | 3899/20000 [5:00:32<16:32:42, 3.70s/it] 20%|█▉ | 3900/20000 [5:00:36<15:56:19, 3.56s/it] 20%|█▉ | 3901/20000 [5:00:46<24:57:27, 5.58s/it] 20%|█▉ | 3902/20000 [5:00:53<26:38:08, 5.96s/it] 20%|█▉ | 3903/20000 [5:00:59<26:53:30, 6.01s/it] 20%|█▉ | 3904/20000 [5:01:05<26:28:04, 5.92s/it] 20%|█▉ | 3905/20000 [5:01:10<25:37:07, 5.73s/it] 20%|█▉ | 3906/20000 [5:01:15<24:44:16, 5.53s/it] 20%|█▉ | 3907/20000 [5:01:20<23:52:53, 5.34s/it] 20%|█▉ | 3908/20000 [5:01:25<22:53:32, 5.12s/it] 20%|█▉ | 3909/20000 [5:01:29<21:53:39, 4.90s/it] 20%|█▉ | 3910/20000 [5:01:33<21:04:18, 4.71s/it] 20%|█▉ | 3911/20000 [5:01:37<20:14:07, 4.53s/it] 20%|█▉ | 3912/20000 [5:01:41<19:27:02, 4.35s/it] 20%|█▉ | 3913/20000 [5:01:45<18:39:53, 4.18s/it] 20%|█▉ | 3914/20000 [5:01:49<17:53:33, 4.00s/it] 20%|█▉ | 3915/20000 [5:01:52<17:06:13, 3.83s/it] 20%|█▉ | 3916/20000 [5:01:55<16:22:16, 3.66s/it] 20%|█▉ | 3917/20000 [5:01:58<15:29:50, 3.47s/it] 20%|█▉ | 3918/20000 [5:02:01<14:28:06, 3.24s/it] 20%|█▉ | 3919/20000 [5:02:03<12:47:55, 2.87s/it] 20%|█▉ | 3920/20000 [5:02:13<21:50:49, 4.89s/it] 20%|█▉ | 3921/20000 [5:02:20<24:40:05, 5.52s/it] 20%|█▉ | 3922/20000 [5:02:26<25:32:53, 5.72s/it] 20%|█▉ | 3923/20000 [5:02:31<25:28:17, 5.70s/it] 20%|█▉ | 3924/20000 [5:02:37<24:52:58, 5.57s/it] 20%|█▉ | 3925/20000 [5:02:41<23:47:07, 5.33s/it] 20%|█▉ | 3926/20000 [5:02:46<22:35:31, 5.06s/it] 20%|█▉ | 3927/20000 [5:02:50<21:32:58, 4.83s/it] 20%|█▉ | 3928/20000 [5:02:54<20:36:45, 4.62s/it] 20%|█▉ | 3929/20000 [5:02:58<19:44:13, 4.42s/it] 20%|█▉ | 3930/20000 [5:03:02<18:56:18, 4.24s/it] 20%|█▉ | 3931/20000 [5:03:06<18:01:08, 4.04s/it] 20%|█▉ | 3932/20000 [5:03:09<17:29:53, 3.92s/it] 20%|█▉ | 3933/20000 [5:03:13<17:00:31, 3.81s/it] 20%|█▉ | 3934/20000 [5:03:16<16:22:02, 3.67s/it] 20%|█▉ | 3935/20000 [5:03:19<15:36:40, 3.50s/it] 20%|█▉ | 3936/20000 [5:03:22<14:52:12, 3.33s/it] 20%|█▉ | 3937/20000 [5:03:25<13:50:58, 3.10s/it] 20%|█▉ | 3938/20000 [5:03:27<12:12:04, 2.73s/it] 20%|█▉ | 3939/20000 [5:03:35<20:12:30, 4.53s/it] 20%|█▉ | 3940/20000 [5:03:42<23:06:33, 5.18s/it] 20%|█▉ | 3941/20000 [5:03:48<24:00:40, 5.38s/it] 20%|█▉ | 3942/20000 [5:03:53<23:55:37, 5.36s/it] 20%|█▉ | 3943/20000 [5:03:58<23:29:26, 5.27s/it] 20%|█▉ | 3944/20000 [5:04:03<22:53:58, 5.13s/it] 20%|█▉ | 3945/20000 [5:04:08<22:14:26, 4.99s/it] 20%|█▉ | 3946/20000 [5:04:12<21:29:58, 4.82s/it] 20%|█▉ | 3947/20000 [5:04:16<20:43:26, 4.65s/it] 20%|█▉ | 3948/20000 [5:04:21<20:08:53, 4.52s/it] 20%|█▉ | 3949/20000 [5:04:25<19:34:08, 4.39s/it] 20%|█▉ | 3950/20000 [5:04:29<19:10:44, 4.30s/it] 20%|█▉ | 3951/20000 [5:04:33<18:35:43, 4.17s/it] 20%|█▉ | 3952/20000 [5:04:37<18:04:07, 4.05s/it] 20%|█▉ | 3953/20000 [5:04:40<17:23:15, 3.90s/it] 20%|█▉ | 3954/20000 [5:04:43<16:37:45, 3.73s/it] 20%|█▉ | 3955/20000 [5:04:46<15:44:00, 3.53s/it] 20%|█▉ | 3956/20000 [5:04:49<14:33:54, 3.27s/it] 20%|█▉ | 3957/20000 [5:04:51<12:54:23, 2.90s/it] 20%|█▉ | 3958/20000 [5:05:00<21:24:57, 4.81s/it] 20%|█▉ | 3959/20000 [5:05:07<23:28:13, 5.27s/it] 20%|█▉ | 3960/20000 [5:05:13<24:07:02, 5.41s/it] 20%|█▉ | 3961/20000 [5:05:18<23:58:33, 5.38s/it] 20%|█▉ | 3962/20000 [5:05:23<23:24:17, 5.25s/it] 20%|█▉ | 3963/20000 [5:05:28<22:52:51, 5.14s/it] 20%|█▉ | 3964/20000 [5:05:32<22:07:08, 4.97s/it] 20%|█▉ | 3965/20000 [5:05:37<21:20:27, 4.79s/it] 20%|█▉ | 3966/20000 [5:05:41<20:38:33, 4.63s/it] 20%|█▉ | 3967/20000 [5:05:45<19:54:47, 4.47s/it] 20%|█▉ | 3968/20000 [5:05:49<19:04:36, 4.28s/it] 20%|█▉ | 3969/20000 [5:05:53<18:21:55, 4.12s/it] 20%|█▉ | 3970/20000 [5:05:56<17:40:01, 3.97s/it] 20%|█▉ | 3971/20000 [5:06:00<17:15:18, 3.88s/it] 20%|█▉ | 3972/20000 [5:06:03<16:44:16, 3.76s/it] 20%|█▉ | 3973/20000 [5:06:07<16:05:38, 3.62s/it] 20%|█▉ | 3974/20000 [5:06:10<15:22:55, 3.46s/it] 20%|█▉ | 3975/20000 [5:06:12<14:25:46, 3.24s/it] 20%|█▉ | 3976/20000 [5:06:14<12:52:20, 2.89s/it] 20%|█▉ | 3977/20000 [5:06:20<16:26:00, 3.69s/it] 20%|█▉ | 3978/20000 [5:06:23<15:50:19, 3.56s/it] 20%|█▉ | 3979/20000 [5:06:33<24:31:48, 5.51s/it] 20%|█▉ | 3980/20000 [5:06:40<25:59:43, 5.84s/it] 20%|█▉ | 3981/20000 [5:06:46<25:52:58, 5.82s/it] 20%|█▉ | 3982/20000 [5:06:51<25:19:34, 5.69s/it] 20%|█▉ | 3983/20000 [5:06:56<24:52:55, 5.59s/it] 20%|█▉ | 3984/20000 [5:07:02<24:08:15, 5.43s/it] 20%|█▉ | 3985/20000 [5:07:06<23:26:02, 5.27s/it] 20%|█▉ | 3986/20000 [5:07:11<22:50:19, 5.13s/it] 20%|█▉ | 3987/20000 [5:07:16<21:46:12, 4.89s/it] 20%|█▉ | 3988/20000 [5:07:20<20:46:07, 4.67s/it] 20%|█▉ | 3989/20000 [5:07:24<19:53:01, 4.47s/it] 20%|█▉ | 3990/20000 [5:07:28<19:04:33, 4.29s/it] 20%|█▉ | 3991/20000 [5:07:31<18:18:07, 4.12s/it] 20%|█▉ | 3992/20000 [5:07:35<17:34:28, 3.95s/it] 20%|█▉ | 3993/20000 [5:07:38<16:49:27, 3.78s/it] 20%|█▉ | 3994/20000 [5:07:41<16:00:53, 3.60s/it] 20%|█▉ | 3995/20000 [5:07:44<15:13:18, 3.42s/it] 20%|█▉ | 3996/20000 [5:07:47<14:13:07, 3.20s/it] 20%|█▉ | 3997/20000 [5:07:49<12:40:46, 2.85s/it] 20%|█▉ | 3998/20000 [5:07:58<20:27:20, 4.60s/it] 20%|█▉ | 3999/20000 [5:08:05<23:25:06, 5.27s/it] 20%|██ | 4000/20000 [5:08:11<24:19:02, 5.47s/it] 20%|██ | 4000/20000 [5:08:11<24:19:02, 5.47s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09722220152616501, 'eval_wer': 0.08821444395214886, 'eval_runtime': 69.3764, 'eval_samples_per_second': 26.767, 'eval_steps_per_second': 1.124, 'epoch': 44.87} {'loss': 0.0216, 'learning_rate': 0.00041025641025641023, 'epoch': 51.28} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:27, 2.76it/s][A 4%|▍ | 3/78 [00:01<00:37, 1.99it/s][A 5%|▌ | 4/78 [00:02<00:42, 1.74it/s][A 6%|▋ | 5/78 [00:02<00:46, 1.56it/s][A 8%|▊ | 6/78 [00:03<00:52, 1.36it/s][A 9%|▉ | 7/78 [00:04<00:58, 1.21it/s][A 10%|█ | 8/78 [00:05<01:02, 1.12it/s][A 12%|█▏ | 9/78 [00:06<01:04, 1.07it/s][A 13%|█▎ | 10/78 [00:07<01:02, 1.08it/s][A 14%|█▍ | 11/78 [00:08<01:00, 1.12it/s][A 15%|█▌ | 12/78 [00:09<00:56, 1.16it/s][A 17%|█▋ | 13/78 [00:10<00:52, 1.23it/s][A 18%|█▊ | 14/78 [00:11<00:53, 1.19it/s][A 19%|█▉ | 15/78 [00:11<00:55, 1.14it/s][A 21%|██ | 16/78 [00:12<00:56, 1.10it/s][A 22%|██▏ | 17/78 [00:13<00:55, 1.09it/s][A 23%|██▎ | 18/78 [00:15<00:58, 1.02it/s][A 24%|██▍ | 19/78 [00:15<00:56, 1.05it/s][A 26%|██▌ | 20/78 [00:16<00:51, 1.14it/s][A 27%|██▋ | 21/78 [00:17<00:51, 1.10it/s][A 28%|██▊ | 22/78 [00:18<00:48, 1.16it/s][A 29%|██▉ | 23/78 [00:19<00:45, 1.20it/s][A 31%|███ | 24/78 [00:19<00:45, 1.19it/s][A 32%|███▏ | 25/78 [00:20<00:43, 1.23it/s][A 33%|███▎ | 26/78 [00:21<00:40, 1.27it/s][A 35%|███▍ | 27/78 [00:22<00:39, 1.29it/s][A 36%|███▌ | 28/78 [00:23<00:39, 1.25it/s][A 37%|███▋ | 29/78 [00:23<00:37, 1.32it/s][A 38%|███▊ | 30/78 [00:24<00:38, 1.24it/s][A 40%|███▉ | 31/78 [00:25<00:36, 1.28it/s][A 41%|████ | 32/78 [00:26<00:35, 1.31it/s][A 42%|████▏ | 33/78 [00:26<00:33, 1.35it/s][A 44%|████▎ | 34/78 [00:27<00:31, 1.40it/s][A 45%|████▍ | 35/78 [00:28<00:29, 1.44it/s][A 46%|████▌ | 36/78 [00:28<00:28, 1.46it/s][A 47%|████▋ | 37/78 [00:29<00:29, 1.39it/s][A 49%|████▊ | 38/78 [00:30<00:29, 1.35it/s][A 50%|█████ | 39/78 [00:31<00:32, 1.21it/s][A 51%|█████▏ | 40/78 [00:32<00:32, 1.18it/s][A 53%|█████▎ | 41/78 [00:33<00:34, 1.06it/s][A 54%|█████▍ | 42/78 [00:34<00:33, 1.08it/s][A 55%|█████▌ | 43/78 [00:35<00:32, 1.06it/s][A 56%|█████▋ | 44/78 [00:36<00:32, 1.06it/s][A 58%|█████▊ | 45/78 [00:37<00:32, 1.02it/s][A 59%|█████▉ | 46/78 [00:38<00:35, 1.09s/it][A 60%|██████ | 47/78 [00:39<00:30, 1.01it/s][A 62%|██████▏ | 48/78 [00:40<00:27, 1.08it/s][A 63%|██████▎ | 49/78 [00:40<00:24, 1.16it/s][A 64%|██████▍ | 50/78 [00:41<00:23, 1.19it/s][A 65%|██████▌ | 51/78 [00:42<00:21, 1.27it/s][A 67%|██████▋ | 52/78 [00:43<00:20, 1.27it/s][A 68%|██████▊ | 53/78 [00:43<00:19, 1.28it/s][A 69%|██████▉ | 54/78 [00:44<00:19, 1.22it/s][A 71%|███████ | 55/78 [00:45<00:19, 1.18it/s][A 72%|███████▏ | 56/78 [00:46<00:18, 1.19it/s][A 73%|███████▎ | 57/78 [00:47<00:20, 1.01it/s][A 74%|███████▍ | 58/78 [00:48<00:19, 1.02it/s][A 76%|███████▌ | 59/78 [00:49<00:18, 1.00it/s][A 77%|███████▋ | 60/78 [00:50<00:16, 1.06it/s][A 78%|███████▊ | 61/78 [00:51<00:15, 1.08it/s][A 79%|███████▉ | 62/78 [00:52<00:14, 1.09it/s][A 81%|████████ | 63/78 [00:53<00:13, 1.11it/s][A 82%|████████▏ | 64/78 [00:54<00:12, 1.10it/s][A 83%|████████▎ | 65/78 [00:55<00:11, 1.11it/s][A 85%|████████▍ | 66/78 [00:55<00:10, 1.14it/s][A 86%|████████▌ | 67/78 [00:56<00:09, 1.13it/s][A 87%|████████▋ | 68/78 [00:57<00:08, 1.15it/s][A 88%|████████▊ | 69/78 [00:58<00:07, 1.17it/s][A 90%|████████▉ | 70/78 [00:59<00:07, 1.12it/s][A 91%|█████████ | 71/78 [01:00<00:05, 1.17it/s][A 92%|█████████▏| 72/78 [01:01<00:05, 1.19it/s][A 94%|█████████▎| 73/78 [01:01<00:04, 1.15it/s][A 95%|█████████▍| 74/78 [01:02<00:03, 1.14it/s][A 96%|█████████▌| 75/78 [01:03<00:02, 1.14it/s][A 97%|█████████▋| 76/78 [01:04<00:01, 1.14it/s][A 99%|█████████▊| 77/78 [01:05<00:00, 1.19it/s][A 100%|██████████| 78/78 [01:05<00:00, 1.49it/s][A [A 20%|██ | 4000/20000 [5:09:19<24:19:02, 5.47s/it] 100%|██████████| 78/78 [01:07<00:00, 1.49it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-4000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-4000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-4000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-4000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-3500] due to args.save_total_limit 20%|██ | 4001/20000 [5:09:36<131:27:23, 29.58s/it] 20%|██ | 4002/20000 [5:09:41<98:30:37, 22.17s/it] 20%|██ | 4003/20000 [5:09:46<75:10:06, 16.92s/it] 20%|██ | 4004/20000 [5:09:50<58:25:09, 13.15s/it] 20%|██ | 4005/20000 [5:09:54<46:23:44, 10.44s/it] 20%|██ | 4006/20000 [5:09:58<37:49:05, 8.51s/it] 20%|██ | 4007/20000 [5:10:02<31:41:20, 7.13s/it] 20%|██ | 4008/20000 [5:10:06<27:10:07, 6.12s/it] 20%|██ | 4009/20000 [5:10:10<23:49:36, 5.36s/it] 20%|██ | 4010/20000 [5:10:13<21:22:02, 4.81s/it] 20%|██ | 4011/20000 [5:10:17<19:26:57, 4.38s/it] 20%|██ | 4012/20000 [5:10:20<17:49:55, 4.02s/it] 20%|██ | 4013/20000 [5:10:23<16:34:28, 3.73s/it] 20%|██ | 4014/20000 [5:10:26<15:23:37, 3.47s/it] 20%|██ | 4015/20000 [5:10:28<14:06:39, 3.18s/it] 20%|██ | 4016/20000 [5:10:30<12:19:50, 2.78s/it] 20%|██ | 4017/20000 [5:10:39<20:36:35, 4.64s/it] 20%|██ | 4018/20000 [5:10:45<22:54:44, 5.16s/it] 20%|██ | 4019/20000 [5:10:51<23:37:21, 5.32s/it] 20%|██ | 4020/20000 [5:10:56<23:27:17, 5.28s/it] 20%|██ | 4021/20000 [5:11:01<22:57:45, 5.17s/it] 20%|██ | 4022/20000 [5:11:06<22:28:06, 5.06s/it] 20%|██ | 4023/20000 [5:11:11<21:53:31, 4.93s/it] 20%|██ | 4024/20000 [5:11:15<21:13:31, 4.78s/it] 20%|██ | 4025/20000 [5:11:19<20:33:19, 4.63s/it] 20%|██ | 4026/20000 [5:11:24<19:54:27, 4.49s/it] 20%|██ | 4027/20000 [5:11:28<19:22:12, 4.37s/it] 20%|██ | 4028/20000 [5:11:32<18:43:14, 4.22s/it] 20%|██ | 4029/20000 [5:11:35<17:59:54, 4.06s/it] 20%|██ | 4030/20000 [5:11:39<17:19:29, 3.91s/it] 20%|██ | 4031/20000 [5:11:42<16:29:49, 3.72s/it] 20%|██ | 4032/20000 [5:11:45<15:42:38, 3.54s/it] 20%|██ | 4033/20000 [5:11:48<14:52:51, 3.36s/it] 20%|██ | 4034/20000 [5:11:51<13:53:36, 3.13s/it] 20%|██ | 4035/20000 [5:11:53<12:13:40, 2.76s/it] 20%|██ | 4036/20000 [5:12:02<20:30:09, 4.62s/it] 20%|██ | 4037/20000 [5:12:08<22:55:55, 5.17s/it] 20%|██ | 4038/20000 [5:12:14<23:43:05, 5.35s/it] 20%|██ | 4039/20000 [5:12:19<23:40:07, 5.34s/it] 20%|██ | 4040/20000 [5:12:24<23:02:24, 5.20s/it] 20%|██ | 4041/20000 [5:12:29<22:15:19, 5.02s/it] 20%|██ | 4042/20000 [5:12:33<21:19:10, 4.81s/it] 20%|██ | 4043/20000 [5:12:37<20:40:06, 4.66s/it] 20%|██ | 4044/20000 [5:12:41<20:05:25, 4.53s/it] 20%|██ | 4045/20000 [5:12:46<19:35:49, 4.42s/it] 20%|██ | 4046/20000 [5:12:50<18:58:47, 4.28s/it] 20%|██ | 4047/20000 [5:12:53<18:15:44, 4.12s/it] 20%|██ | 4048/20000 [5:12:57<17:37:10, 3.98s/it] 20%|██ | 4049/20000 [5:13:00<17:02:36, 3.85s/it] 20%|██ | 4050/20000 [5:13:04<16:23:07, 3.70s/it] 20%|██ | 4051/20000 [5:13:07<15:39:02, 3.53s/it] 20%|██ | 4052/20000 [5:13:10<14:55:43, 3.37s/it] 20%|██ | 4053/20000 [5:13:13<13:53:02, 3.13s/it] 20%|██ | 4054/20000 [5:13:14<12:09:29, 2.74s/it] 20%|██ | 4055/20000 [5:13:19<15:17:53, 3.45s/it] 20%|██ | 4056/20000 [5:13:22<14:29:19, 3.27s/it] 20%|██ | 4057/20000 [5:13:32<23:11:04, 5.24s/it] 20%|██ | 4058/20000 [5:13:38<24:32:04, 5.54s/it] 20%|██ | 4059/20000 [5:13:44<24:33:15, 5.55s/it] 20%|██ | 4060/20000 [5:13:49<24:01:01, 5.42s/it] 20%|██ | 4061/20000 [5:13:54<23:17:23, 5.26s/it] 20%|██ | 4062/20000 [5:13:59<22:30:14, 5.08s/it] 20%|██ | 4063/20000 [5:14:03<21:36:45, 4.88s/it] 20%|██ | 4064/20000 [5:14:07<20:43:38, 4.68s/it] 20%|██ | 4065/20000 [5:14:11<20:01:24, 4.52s/it] 20%|██ | 4066/20000 [5:14:15<19:20:13, 4.37s/it] 20%|██ | 4067/20000 [5:14:19<18:24:54, 4.16s/it] 20%|██ | 4068/20000 [5:14:23<17:36:15, 3.98s/it] 20%|██ | 4069/20000 [5:14:26<16:58:48, 3.84s/it] 20%|██ | 4070/20000 [5:14:30<16:26:14, 3.71s/it] 20%|██ | 4071/20000 [5:14:33<15:43:10, 3.55s/it] 20%|██ | 4072/20000 [5:14:36<14:56:51, 3.38s/it] 20%|██ | 4073/20000 [5:14:39<14:08:15, 3.20s/it] 20%|██ | 4074/20000 [5:14:41<13:11:08, 2.98s/it] 20%|██ | 4075/20000 [5:14:43<11:41:30, 2.64s/it] 20%|██ | 4076/20000 [5:14:51<19:25:25, 4.39s/it] 20%|██ | 4077/20000 [5:14:58<21:51:45, 4.94s/it] 20%|██ | 4078/20000 [5:15:03<22:47:14, 5.15s/it] 20%|██ | 4079/20000 [5:15:08<22:46:59, 5.15s/it] 20%|██ | 4080/20000 [5:15:13<22:26:54, 5.08s/it] 20%|██ | 4081/20000 [5:15:18<21:53:39, 4.95s/it] 20%|██ | 4082/20000 [5:15:22<21:10:05, 4.79s/it] 20%|██ | 4083/20000 [5:15:26<20:13:31, 4.57s/it] 20%|██ | 4084/20000 [5:15:30<19:31:14, 4.42s/it] 20%|██ | 4085/20000 [5:15:34<18:49:58, 4.26s/it] 20%|██ | 4086/20000 [5:15:38<18:09:22, 4.11s/it] 20%|██ | 4087/20000 [5:15:42<17:32:39, 3.97s/it] 20%|██ | 4088/20000 [5:15:45<16:54:58, 3.83s/it] 20%|██ | 4089/20000 [5:15:49<16:21:00, 3.70s/it] 20%|██ | 4090/20000 [5:15:52<15:43:22, 3.56s/it] 20%|██ | 4091/20000 [5:15:55<15:00:12, 3.40s/it] 20%|██ | 4092/20000 [5:15:58<14:15:08, 3.23s/it] 20%|██ | 4093/20000 [5:16:00<13:18:12, 3.01s/it] 20%|██ | 4094/20000 [5:16:02<11:47:11, 2.67s/it] 20%|██ | 4095/20000 [5:16:11<19:50:09, 4.49s/it] 20%|██ | 4096/20000 [5:16:17<22:25:18, 5.08s/it] 20%|██ | 4097/20000 [5:16:23<23:16:19, 5.27s/it] 20%|██ | 4098/20000 [5:16:28<23:11:53, 5.25s/it] 20%|██ | 4099/20000 [5:16:33<22:27:25, 5.08s/it] 20%|██ | 4100/20000 [5:16:38<21:53:12, 4.96s/it] 21%|██ | 4101/20000 [5:16:42<21:05:17, 4.78s/it] 21%|██ | 4102/20000 [5:16:46<20:17:30, 4.59s/it] 21%|██ | 4103/20000 [5:16:50<19:35:31, 4.44s/it] 21%|██ | 4104/20000 [5:16:54<18:55:19, 4.29s/it] 21%|██ | 4105/20000 [5:16:58<18:12:38, 4.12s/it] 21%|██ | 4106/20000 [5:17:01<17:32:21, 3.97s/it] 21%|██ | 4107/20000 [5:17:05<16:54:31, 3.83s/it] 21%|██ | 4108/20000 [5:17:08<16:17:12, 3.69s/it] 21%|██ | 4109/20000 [5:17:11<15:36:49, 3.54s/it] 21%|██ | 4110/20000 [5:17:15<14:56:09, 3.38s/it] 21%|██ | 4111/20000 [5:17:17<14:10:23, 3.21s/it] 21%|██ | 4112/20000 [5:17:20<13:16:33, 3.01s/it] 21%|██ | 4113/20000 [5:17:22<11:49:04, 2.68s/it] 21%|██ | 4114/20000 [5:17:30<19:43:17, 4.47s/it] 21%|██ | 4115/20000 [5:17:37<22:08:56, 5.02s/it] 21%|██ | 4116/20000 [5:17:42<22:58:14, 5.21s/it] 21%|██ | 4117/20000 [5:17:48<23:19:37, 5.29s/it] 21%|██ | 4118/20000 [5:17:53<23:25:07, 5.31s/it] 21%|██ | 4119/20000 [5:17:58<23:15:31, 5.27s/it] 21%|██ | 4120/20000 [5:18:03<22:36:41, 5.13s/it] 21%|██ | 4121/20000 [5:18:08<21:57:44, 4.98s/it] 21%|██ | 4122/20000 [5:18:12<21:34:08, 4.89s/it] 21%|██ | 4123/20000 [5:18:17<20:42:10, 4.69s/it] 21%|██ | 4124/20000 [5:18:21<19:53:00, 4.51s/it] 21%|██ | 4125/20000 [5:18:25<19:04:42, 4.33s/it] 21%|██ | 4126/20000 [5:18:28<18:20:13, 4.16s/it] 21%|██ | 4127/20000 [5:18:32<17:39:21, 4.00s/it] 21%|██ | 4128/20000 [5:18:36<16:52:36, 3.83s/it] 21%|██ | 4129/20000 [5:18:39<16:03:08, 3.64s/it] 21%|██ | 4130/20000 [5:18:42<15:04:53, 3.42s/it] 21%|██ | 4131/20000 [5:18:44<13:51:00, 3.14s/it] 21%|██ | 4132/20000 [5:18:46<12:10:48, 2.76s/it] 21%|██ | 4133/20000 [5:18:52<16:42:42, 3.79s/it] 21%|██ | 4134/20000 [5:18:55<15:44:25, 3.57s/it] 21%|██ | 4135/20000 [5:19:05<24:20:16, 5.52s/it] 21%|██ | 4136/20000 [5:19:12<25:27:43, 5.78s/it] 21%|██ | 4137/20000 [5:19:17<25:29:28, 5.79s/it] 21%|██ | 4138/20000 [5:19:23<24:55:59, 5.66s/it] 21%|██ | 4139/20000 [5:19:28<24:07:22, 5.48s/it] 21%|██ | 4140/20000 [5:19:33<23:18:40, 5.29s/it] 21%|██ | 4141/20000 [5:19:37<22:18:48, 5.07s/it] 21%|██ | 4142/20000 [5:19:42<21:24:22, 4.86s/it] 21%|██ | 4143/20000 [5:19:46<20:35:07, 4.67s/it] 21%|██ | 4144/20000 [5:19:50<19:42:30, 4.47s/it] 21%|██ | 4145/20000 [5:19:54<18:46:19, 4.26s/it] 21%|██ | 4146/20000 [5:19:57<17:53:55, 4.06s/it] 21%|██ | 4147/20000 [5:20:01<17:08:12, 3.89s/it] 21%|██ | 4148/20000 [5:20:04<16:30:35, 3.75s/it] 21%|██ | 4149/20000 [5:20:07<15:51:25, 3.60s/it] 21%|██ | 4150/20000 [5:20:11<15:11:58, 3.45s/it] 21%|██ | 4151/20000 [5:20:13<14:26:56, 3.28s/it] 21%|██ | 4152/20000 [5:20:16<13:32:01, 3.07s/it] 21%|██ | 4153/20000 [5:20:18<11:58:28, 2.72s/it] 21%|██ | 4154/20000 [5:20:27<20:58:27, 4.77s/it] 21%|██ | 4155/20000 [5:20:34<23:21:26, 5.31s/it] 21%|██ | 4156/20000 [5:20:40<24:06:26, 5.48s/it] 21%|██ | 4157/20000 [5:20:45<24:05:31, 5.47s/it] 21%|██ | 4158/20000 [5:20:51<23:46:39, 5.40s/it] 21%|██ | 4159/20000 [5:20:56<23:05:11, 5.25s/it] 21%|██ | 4160/20000 [5:21:00<22:16:33, 5.06s/it] 21%|██ | 4161/20000 [5:21:05<21:25:19, 4.87s/it] 21%|██ | 4162/20000 [5:21:09<20:32:03, 4.67s/it] 21%|██ | 4163/20000 [5:21:13<19:47:53, 4.50s/it] 21%|██ | 4164/20000 [5:21:17<19:09:29, 4.36s/it] 21%|██ | 4165/20000 [5:21:21<18:25:26, 4.19s/it] 21%|██ | 4166/20000 [5:21:24<17:41:45, 4.02s/it] 21%|██ | 4167/20000 [5:21:28<17:04:20, 3.88s/it] 21%|██ | 4168/20000 [5:21:31<16:20:24, 3.72s/it] 21%|██ | 4169/20000 [5:21:34<15:37:12, 3.55s/it] 21%|██ | 4170/20000 [5:21:37<14:46:39, 3.36s/it] 21%|██ | 4171/20000 [5:21:40<13:46:24, 3.13s/it] 21%|██ | 4172/20000 [5:21:42<12:14:35, 2.78s/it] 21%|██ | 4173/20000 [5:21:50<19:29:50, 4.43s/it] 21%|██ | 4174/20000 [5:21:57<22:14:27, 5.06s/it] 21%|██ | 4175/20000 [5:22:03<23:19:09, 5.30s/it] 21%|██ | 4176/20000 [5:22:08<23:30:44, 5.35s/it] 21%|██ | 4177/20000 [5:22:13<23:04:21, 5.25s/it] 21%|██ | 4178/20000 [5:22:18<22:35:53, 5.14s/it] 21%|██ | 4179/20000 [5:22:23<21:53:22, 4.98s/it] 21%|██ | 4180/20000 [5:22:27<21:09:07, 4.81s/it] 21%|██ | 4181/20000 [5:22:31<20:25:48, 4.65s/it] 21%|██ | 4182/20000 [5:22:35<19:43:25, 4.49s/it] 21%|██ | 4183/20000 [5:22:39<18:57:54, 4.32s/it] 21%|██ | 4184/20000 [5:22:43<18:19:24, 4.17s/it] 21%|██ | 4185/20000 [5:22:47<17:40:14, 4.02s/it] 21%|██ | 4186/20000 [5:22:50<17:03:06, 3.88s/it] 21%|██ | 4187/20000 [5:22:54<16:17:23, 3.71s/it] 21%|██ | 4188/20000 [5:22:57<15:35:54, 3.55s/it] 21%|██ | 4189/20000 [5:23:00<14:49:34, 3.38s/it] 21%|██ | 4190/20000 [5:23:02<13:51:43, 3.16s/it] 21%|██ | 4191/20000 [5:23:04<12:15:27, 2.79s/it] 21%|██ | 4192/20000 [5:23:14<21:22:01, 4.87s/it] 21%|██ | 4193/20000 [5:23:21<23:38:19, 5.38s/it] 21%|██ | 4194/20000 [5:23:27<24:21:27, 5.55s/it] 21%|██ | 4195/20000 [5:23:32<24:08:37, 5.50s/it] 21%|██ | 4196/20000 [5:23:37<23:35:56, 5.38s/it] 21%|██ | 4197/20000 [5:23:42<22:46:43, 5.19s/it] 21%|██ | 4198/20000 [5:23:46<21:47:42, 4.97s/it] 21%|██ | 4199/20000 [5:23:51<21:01:56, 4.79s/it] 21%|██ | 4200/20000 [5:23:55<20:22:12, 4.64s/it] 21%|██ | 4201/20000 [5:23:59<19:38:16, 4.47s/it] 21%|██ | 4202/20000 [5:24:03<18:57:45, 4.32s/it] 21%|██ | 4203/20000 [5:24:07<18:18:39, 4.17s/it] 21%|██ | 4204/20000 [5:24:10<17:40:15, 4.03s/it] 21%|██ | 4205/20000 [5:24:14<17:00:22, 3.88s/it] 21%|██ | 4206/20000 [5:24:17<16:13:42, 3.70s/it] 21%|██ | 4207/20000 [5:24:20<15:25:27, 3.52s/it] 21%|██ | 4208/20000 [5:24:23<14:32:39, 3.32s/it] 21%|██ | 4209/20000 [5:24:26<13:29:27, 3.08s/it] 21%|██ | 4210/20000 [5:24:28<11:57:14, 2.73s/it] 21%|██ | 4211/20000 [5:24:33<15:45:10, 3.59s/it] 21%|██ | 4212/20000 [5:24:36<14:47:29, 3.37s/it] 21%|██ | 4213/20000 [5:24:46<22:49:31, 5.21s/it] 21%|██ | 4214/20000 [5:24:52<24:11:30, 5.52s/it] 21%|██ | 4215/20000 [5:24:57<24:19:31, 5.55s/it] 21%|██ | 4216/20000 [5:25:03<23:46:37, 5.42s/it] 21%|██ | 4217/20000 [5:25:08<23:09:54, 5.28s/it] 21%|██ | 4218/20000 [5:25:12<22:36:09, 5.16s/it] 21%|██ | 4219/20000 [5:25:17<21:50:42, 4.98s/it] 21%|██ | 4220/20000 [5:25:21<21:00:56, 4.79s/it] 21%|██ | 4221/20000 [5:25:26<20:16:55, 4.63s/it] 21%|██ | 4222/20000 [5:25:30<19:23:54, 4.43s/it] 21%|██ | 4223/20000 [5:25:33<18:41:21, 4.26s/it] 21%|██ | 4224/20000 [5:25:37<18:01:38, 4.11s/it] 21%|██ | 4225/20000 [5:25:41<17:13:51, 3.93s/it] 21%|██ | 4226/20000 [5:25:44<16:29:35, 3.76s/it] 21%|██ | 4227/20000 [5:25:47<15:42:22, 3.58s/it] 21%|██ | 4228/20000 [5:25:50<14:57:16, 3.41s/it] 21%|██ | 4229/20000 [5:25:53<14:12:54, 3.24s/it] 21%|██ | 4230/20000 [5:25:56<13:15:41, 3.03s/it] 21%|██ | 4231/20000 [5:25:57<11:45:37, 2.68s/it] 21%|██ | 4232/20000 [5:26:06<19:46:03, 4.51s/it] 21%|██ | 4233/20000 [5:26:13<22:11:38, 5.07s/it] 21%|██ | 4234/20000 [5:26:18<22:58:18, 5.25s/it] 21%|██ | 4235/20000 [5:26:24<22:57:11, 5.24s/it] 21%|██ | 4236/20000 [5:26:28<22:32:47, 5.15s/it] 21%|██ | 4237/20000 [5:26:33<21:59:03, 5.02s/it] 21%|██ | 4238/20000 [5:26:38<21:06:55, 4.82s/it] 21%|██ | 4239/20000 [5:26:42<20:21:27, 4.65s/it] 21%|██ | 4240/20000 [5:26:46<19:40:51, 4.50s/it] 21%|██ | 4241/20000 [5:26:50<18:58:53, 4.34s/it] 21%|██ | 4242/20000 [5:26:54<18:16:55, 4.18s/it] 21%|██ | 4243/20000 [5:26:57<17:33:04, 4.01s/it] 21%|██ | 4244/20000 [5:27:01<16:52:15, 3.85s/it] 21%|██ | 4245/20000 [5:27:04<16:16:10, 3.72s/it] 21%|██ | 4246/20000 [5:27:07<15:34:33, 3.56s/it] 21%|██ | 4247/20000 [5:27:10<14:49:51, 3.39s/it] 21%|██ | 4248/20000 [5:27:13<14:00:23, 3.20s/it] 21%|██ | 4249/20000 [5:27:16<13:04:47, 2.99s/it] 21%|██▏ | 4250/20000 [5:27:18<11:37:09, 2.66s/it] 21%|██▏ | 4251/20000 [5:27:26<19:10:07, 4.38s/it] 21%|██▏ | 4252/20000 [5:27:32<21:26:35, 4.90s/it] 21%|██▏ | 4253/20000 [5:27:38<22:12:06, 5.08s/it] 21%|██▏ | 4254/20000 [5:27:43<22:09:12, 5.06s/it] 21%|██▏ | 4255/20000 [5:27:47<21:45:54, 4.98s/it] 21%|██▏ | 4256/20000 [5:27:52<21:18:16, 4.87s/it] 21%|██▏ | 4257/20000 [5:27:56<20:36:22, 4.71s/it] 21%|██▏ | 4258/20000 [5:28:01<19:56:51, 4.56s/it] 21%|██▏ | 4259/20000 [5:28:05<19:16:42, 4.41s/it] 21%|██▏ | 4260/20000 [5:28:08<18:35:29, 4.25s/it] 21%|██▏ | 4261/20000 [5:28:12<17:54:00, 4.09s/it] 21%|██▏ | 4262/20000 [5:28:16<17:15:55, 3.95s/it] 21%|██▏ | 4263/20000 [5:28:19<16:39:18, 3.81s/it] 21%|██▏ | 4264/20000 [5:28:23<16:04:26, 3.68s/it] 21%|██▏ | 4265/20000 [5:28:26<15:22:56, 3.52s/it] 21%|██▏ | 4266/20000 [5:28:29<14:40:20, 3.36s/it] 21%|██▏ | 4267/20000 [5:28:32<13:53:09, 3.18s/it] 21%|██▏ | 4268/20000 [5:28:34<12:57:02, 2.96s/it] 21%|██▏ | 4269/20000 [5:28:36<11:23:27, 2.61s/it] 21%|██▏ | 4270/20000 [5:28:45<19:43:45, 4.52s/it] 21%|██▏ | 4271/20000 [5:28:51<21:53:36, 5.01s/it] 21%|██▏ | 4272/20000 [5:28:56<22:36:28, 5.17s/it] 21%|██▏ | 4273/20000 [5:29:02<22:32:22, 5.16s/it] 21%|██▏ | 4274/20000 [5:29:06<22:05:00, 5.06s/it] 21%|██▏ | 4275/20000 [5:29:11<21:25:13, 4.90s/it] 21%|██▏ | 4276/20000 [5:29:15<20:40:09, 4.73s/it] 21%|██▏ | 4277/20000 [5:29:19<19:58:49, 4.57s/it] 21%|██▏ | 4278/20000 [5:29:24<19:18:12, 4.42s/it] 21%|██▏ | 4279/20000 [5:29:27<18:38:27, 4.27s/it] 21%|██▏ | 4280/20000 [5:29:31<17:58:43, 4.12s/it] 21%|██▏ | 4281/20000 [5:29:35<17:21:06, 3.97s/it] 21%|██▏ | 4282/20000 [5:29:38<16:44:36, 3.83s/it] 21%|██▏ | 4283/20000 [5:29:42<16:09:06, 3.70s/it] 21%|██▏ | 4284/20000 [5:29:45<15:27:42, 3.54s/it] 21%|██▏ | 4285/20000 [5:29:48<14:52:59, 3.41s/it] 21%|██▏ | 4286/20000 [5:29:51<14:06:46, 3.23s/it] 21%|██▏ | 4287/20000 [5:29:53<13:10:40, 3.02s/it] 21%|██▏ | 4288/20000 [5:29:55<11:34:08, 2.65s/it] 21%|██▏ | 4289/20000 [5:30:01<15:14:47, 3.49s/it] 21%|██▏ | 4290/20000 [5:30:04<14:35:57, 3.35s/it] 21%|██▏ | 4291/20000 [5:30:13<22:53:36, 5.25s/it] 21%|██▏ | 4292/20000 [5:30:20<24:17:32, 5.57s/it] 21%|██▏ | 4293/20000 [5:30:25<24:22:57, 5.59s/it] 21%|██▏ | 4294/20000 [5:30:30<23:48:37, 5.46s/it] 21%|██▏ | 4295/20000 [5:30:35<23:02:44, 5.28s/it] 21%|██▏ | 4296/20000 [5:30:40<22:14:27, 5.10s/it] 21%|██▏ | 4297/20000 [5:30:44<21:19:23, 4.89s/it] 21%|██▏ | 4298/20000 [5:30:49<20:29:10, 4.70s/it] 21%|██▏ | 4299/20000 [5:30:53<19:40:49, 4.51s/it] 22%|██▏ | 4300/20000 [5:30:57<18:56:55, 4.34s/it] 22%|██▏ | 4301/20000 [5:31:00<18:09:42, 4.16s/it] 22%|██▏ | 4302/20000 [5:31:04<17:16:57, 3.96s/it] 22%|██▏ | 4303/20000 [5:31:07<16:30:34, 3.79s/it] 22%|██▏ | 4304/20000 [5:31:11<15:50:57, 3.64s/it] 22%|██▏ | 4305/20000 [5:31:14<15:10:27, 3.48s/it] 22%|██▏ | 4306/20000 [5:31:17<14:37:27, 3.35s/it] 22%|██▏ | 4307/20000 [5:31:20<14:08:50, 3.25s/it] 22%|██▏ | 4308/20000 [5:31:22<13:18:02, 3.05s/it] 22%|██▏ | 4309/20000 [5:31:24<11:46:06, 2.70s/it] 22%|██▏ | 4310/20000 [5:31:33<19:46:44, 4.54s/it] 22%|██▏ | 4311/20000 [5:31:40<22:33:08, 5.17s/it] 22%|██▏ | 4312/20000 [5:31:46<23:33:06, 5.40s/it] 22%|██▏ | 4313/20000 [5:31:51<23:40:39, 5.43s/it] 22%|██▏ | 4314/20000 [5:31:56<23:21:08, 5.36s/it] 22%|██▏ | 4315/20000 [5:32:01<22:48:46, 5.24s/it] 22%|██▏ | 4316/20000 [5:32:06<22:06:02, 5.07s/it] 22%|██▏ | 4317/20000 [5:32:10<21:15:16, 4.88s/it] 22%|██▏ | 4318/20000 [5:32:15<20:31:05, 4.71s/it] 22%|██▏ | 4319/20000 [5:32:19<19:37:53, 4.51s/it] 22%|██▏ | 4320/20000 [5:32:23<18:57:25, 4.35s/it] 22%|██▏ | 4321/20000 [5:32:27<18:17:31, 4.20s/it] 22%|██▏ | 4322/20000 [5:32:30<17:40:40, 4.06s/it] 22%|██▏ | 4323/20000 [5:32:34<17:05:22, 3.92s/it] 22%|██▏ | 4324/20000 [5:32:37<16:22:08, 3.76s/it] 22%|██▏ | 4325/20000 [5:32:40<15:33:52, 3.57s/it] 22%|██▏ | 4326/20000 [5:32:43<14:45:27, 3.39s/it] 22%|██▏ | 4327/20000 [5:32:46<13:45:27, 3.16s/it] 22%|██▏ | 4328/20000 [5:32:48<12:07:29, 2.79s/it] 22%|██▏ | 4329/20000 [5:32:57<19:46:05, 4.54s/it] 22%|██▏ | 4330/20000 [5:33:03<21:56:06, 5.04s/it] 22%|██▏ | 4331/20000 [5:33:08<22:31:30, 5.18s/it] 22%|██▏ | 4332/20000 [5:33:13<22:28:01, 5.16s/it] 22%|██▏ | 4333/20000 [5:33:18<22:07:01, 5.08s/it] 22%|██▏ | 4334/20000 [5:33:23<21:30:45, 4.94s/it] 22%|██▏ | 4335/20000 [5:33:27<20:59:26, 4.82s/it] 22%|██▏ | 4336/20000 [5:33:32<20:14:20, 4.65s/it] 22%|██▏ | 4337/20000 [5:33:36<19:33:36, 4.50s/it] 22%|██▏ | 4338/20000 [5:33:40<18:53:51, 4.34s/it] 22%|██▏ | 4339/20000 [5:33:44<18:12:38, 4.19s/it] 22%|██▏ | 4340/20000 [5:33:47<17:31:10, 4.03s/it] 22%|██▏ | 4341/20000 [5:33:51<16:50:19, 3.87s/it] 22%|██▏ | 4342/20000 [5:33:54<16:11:52, 3.72s/it] 22%|██▏ | 4343/20000 [5:33:57<15:28:46, 3.56s/it] 22%|██▏ | 4344/20000 [5:34:00<14:53:26, 3.42s/it] 22%|██▏ | 4345/20000 [5:34:03<14:18:35, 3.29s/it] 22%|██▏ | 4346/20000 [5:34:06<13:25:18, 3.09s/it] 22%|██▏ | 4347/20000 [5:34:08<11:54:09, 2.74s/it] 22%|██▏ | 4348/20000 [5:34:17<20:21:56, 4.68s/it] 22%|██▏ | 4349/20000 [5:34:24<22:40:38, 5.22s/it] 22%|██▏ | 4350/20000 [5:34:29<23:21:38, 5.37s/it] 22%|██▏ | 4351/20000 [5:34:35<23:14:48, 5.35s/it] 22%|██▏ | 4352/20000 [5:34:40<22:51:45, 5.26s/it] 22%|██▏ | 4353/20000 [5:34:44<22:11:22, 5.11s/it] 22%|██▏ | 4354/20000 [5:34:49<21:19:43, 4.91s/it] 22%|██▏ | 4355/20000 [5:34:53<20:35:01, 4.74s/it] 22%|██▏ | 4356/20000 [5:34:57<19:48:14, 4.56s/it] 22%|██▏ | 4357/20000 [5:35:02<19:14:22, 4.43s/it] 22%|██▏ | 4358/20000 [5:35:05<18:31:41, 4.26s/it] 22%|██▏ | 4359/20000 [5:35:09<18:04:14, 4.16s/it] 22%|██▏ | 4360/20000 [5:35:13<17:26:41, 4.02s/it] 22%|██▏ | 4361/20000 [5:35:17<16:49:49, 3.87s/it] 22%|██▏ | 4362/20000 [5:35:20<16:08:17, 3.72s/it] 22%|██▏ | 4363/20000 [5:35:23<15:28:24, 3.56s/it] 22%|██▏ | 4364/20000 [5:35:26<14:36:52, 3.36s/it] 22%|██▏ | 4365/20000 [5:35:29<13:38:07, 3.14s/it] 22%|██▏ | 4366/20000 [5:35:31<12:06:36, 2.79s/it] 22%|██▏ | 4367/20000 [5:35:37<16:13:19, 3.74s/it] 22%|██▏ | 4368/20000 [5:35:40<15:22:18, 3.54s/it] 22%|██▏ | 4369/20000 [5:35:50<24:28:42, 5.64s/it] 22%|██▏ | 4370/20000 [5:35:57<25:54:31, 5.97s/it] 22%|██▏ | 4371/20000 [5:36:03<25:46:08, 5.94s/it] 22%|██▏ | 4372/20000 [5:36:08<25:04:51, 5.78s/it] 22%|██▏ | 4373/20000 [5:36:13<24:11:18, 5.57s/it] 22%|██▏ | 4374/20000 [5:36:18<23:19:10, 5.37s/it] 22%|██▏ | 4375/20000 [5:36:23<22:16:18, 5.13s/it] 22%|██▏ | 4376/20000 [5:36:27<21:17:55, 4.91s/it] 22%|██▏ | 4377/20000 [5:36:31<20:22:50, 4.70s/it] 22%|██▏ | 4378/20000 [5:36:35<19:34:03, 4.51s/it] 22%|██▏ | 4379/20000 [5:36:39<18:48:17, 4.33s/it] 22%|██▏ | 4380/20000 [5:36:43<17:57:35, 4.14s/it] 22%|██▏ | 4381/20000 [5:36:47<17:16:42, 3.98s/it] 22%|██▏ | 4382/20000 [5:36:50<16:42:33, 3.85s/it] 22%|██▏ | 4383/20000 [5:36:53<16:02:38, 3.70s/it] 22%|██▏ | 4384/20000 [5:36:57<15:20:27, 3.54s/it] 22%|██▏ | 4385/20000 [5:37:00<14:34:02, 3.36s/it] 22%|██▏ | 4386/20000 [5:37:02<13:38:18, 3.14s/it] 22%|██▏ | 4387/20000 [5:37:04<12:06:30, 2.79s/it] 22%|██▏ | 4388/20000 [5:37:13<19:50:40, 4.58s/it] 22%|██▏ | 4389/20000 [5:37:19<22:21:59, 5.16s/it] 22%|██▏ | 4390/20000 [5:37:25<23:12:14, 5.35s/it] 22%|██▏ | 4391/20000 [5:37:31<23:19:40, 5.38s/it] 22%|██▏ | 4392/20000 [5:37:36<22:58:45, 5.30s/it] 22%|██▏ | 4393/20000 [5:37:41<22:27:26, 5.18s/it] 22%|██▏ | 4394/20000 [5:37:45<21:44:40, 5.02s/it] 22%|██▏ | 4395/20000 [5:37:50<20:48:36, 4.80s/it] 22%|██▏ | 4396/20000 [5:37:54<20:06:45, 4.64s/it] 22%|██▏ | 4397/20000 [5:37:58<19:26:55, 4.49s/it] 22%|██▏ | 4398/20000 [5:38:02<18:49:31, 4.34s/it] 22%|██▏ | 4399/20000 [5:38:06<18:16:55, 4.22s/it] 22%|██▏ | 4400/20000 [5:38:10<17:33:57, 4.05s/it] 22%|██▏ | 4401/20000 [5:38:13<16:52:07, 3.89s/it] 22%|██▏ | 4402/20000 [5:38:17<16:08:21, 3.72s/it] 22%|██▏ | 4403/20000 [5:38:20<15:25:15, 3.56s/it] 22%|██▏ | 4404/20000 [5:38:23<14:35:18, 3.37s/it] 22%|██▏ | 4405/20000 [5:38:25<13:36:50, 3.14s/it] 22%|██▏ | 4406/20000 [5:38:27<11:57:50, 2.76s/it] 22%|██▏ | 4407/20000 [5:38:37<20:59:09, 4.85s/it] 22%|██▏ | 4408/20000 [5:38:44<23:34:39, 5.44s/it] 22%|██▏ | 4409/20000 [5:38:50<24:29:16, 5.65s/it] 22%|██▏ | 4410/20000 [5:38:55<24:24:56, 5.64s/it] 22%|██▏ | 4411/20000 [5:39:01<23:54:49, 5.52s/it] 22%|██▏ | 4412/20000 [5:39:06<23:56:18, 5.53s/it] 22%|██▏ | 4413/20000 [5:39:11<23:08:28, 5.34s/it] 22%|██▏ | 4414/20000 [5:39:16<22:24:48, 5.18s/it] 22%|██▏ | 4415/20000 [5:39:20<21:31:48, 4.97s/it] 22%|██▏ | 4416/20000 [5:39:25<20:45:52, 4.80s/it] 22%|██▏ | 4417/20000 [5:39:29<20:03:49, 4.64s/it] 22%|██▏ | 4418/20000 [5:39:33<19:21:06, 4.47s/it] 22%|██▏ | 4419/20000 [5:39:37<18:38:04, 4.31s/it] 22%|██▏ | 4420/20000 [5:39:41<17:58:01, 4.15s/it] 22%|██▏ | 4421/20000 [5:39:44<17:12:47, 3.98s/it] 22%|██▏ | 4422/20000 [5:39:48<16:23:14, 3.79s/it] 22%|██▏ | 4423/20000 [5:39:51<15:32:36, 3.59s/it] 22%|██▏ | 4424/20000 [5:39:54<14:30:27, 3.35s/it] 22%|██▏ | 4425/20000 [5:39:56<12:52:29, 2.98s/it] 22%|██▏ | 4426/20000 [5:40:05<21:10:00, 4.89s/it] 22%|██▏ | 4427/20000 [5:40:13<24:29:03, 5.66s/it] 22%|██▏ | 4428/20000 [5:40:19<24:58:23, 5.77s/it] 22%|██▏ | 4429/20000 [5:40:24<24:45:02, 5.72s/it] 22%|██▏ | 4430/20000 [5:40:29<24:08:16, 5.58s/it] 22%|██▏ | 4431/20000 [5:40:35<23:26:25, 5.42s/it] 22%|██▏ | 4432/20000 [5:40:39<22:40:32, 5.24s/it] 22%|██▏ | 4433/20000 [5:40:44<21:54:54, 5.07s/it] 22%|██▏ | 4434/20000 [5:40:48<21:08:27, 4.89s/it] 22%|██▏ | 4435/20000 [5:40:53<20:22:19, 4.71s/it] 22%|██▏ | 4436/20000 [5:40:57<19:35:44, 4.53s/it] 22%|██▏ | 4437/20000 [5:41:01<18:49:22, 4.35s/it] 22%|██▏ | 4438/20000 [5:41:05<18:05:56, 4.19s/it] 22%|██▏ | 4439/20000 [5:41:08<17:15:58, 3.99s/it] 22%|██▏ | 4440/20000 [5:41:12<16:24:52, 3.80s/it] 22%|██▏ | 4441/20000 [5:41:15<15:43:05, 3.64s/it] 22%|██▏ | 4442/20000 [5:41:18<14:55:14, 3.45s/it] 22%|██▏ | 4443/20000 [5:41:21<13:59:03, 3.24s/it] 22%|██▏ | 4444/20000 [5:41:23<12:25:04, 2.87s/it] 22%|██▏ | 4445/20000 [5:41:29<16:36:59, 3.85s/it] 22%|██▏ | 4446/20000 [5:41:32<15:26:33, 3.57s/it] 22%|██▏ | 4447/20000 [5:41:42<23:58:34, 5.55s/it] 22%|██▏ | 4448/20000 [5:41:48<25:17:47, 5.86s/it] 22%|██▏ | 4449/20000 [5:41:54<25:33:03, 5.91s/it] 22%|██▏ | 4450/20000 [5:42:00<24:50:50, 5.75s/it] 22%|██▏ | 4451/20000 [5:42:05<24:03:20, 5.57s/it] 22%|██▏ | 4452/20000 [5:42:10<23:05:32, 5.35s/it] 22%|██▏ | 4453/20000 [5:42:14<22:01:18, 5.10s/it] 22%|██▏ | 4454/20000 [5:42:19<21:03:30, 4.88s/it] 22%|██▏ | 4455/20000 [5:42:23<20:20:14, 4.71s/it] 22%|██▏ | 4456/20000 [5:42:27<19:25:40, 4.50s/it] 22%|██▏ | 4457/20000 [5:42:31<18:50:11, 4.36s/it] 22%|██▏ | 4458/20000 [5:42:35<18:07:23, 4.20s/it] 22%|██▏ | 4459/20000 [5:42:38<17:27:39, 4.04s/it] 22%|██▏ | 4460/20000 [5:42:42<16:51:49, 3.91s/it] 22%|██▏ | 4461/20000 [5:42:45<16:08:21, 3.74s/it] 22%|██▏ | 4462/20000 [5:42:49<15:20:22, 3.55s/it] 22%|██▏ | 4463/20000 [5:42:51<14:33:18, 3.37s/it] 22%|██▏ | 4464/20000 [5:42:54<13:32:52, 3.14s/it] 22%|██▏ | 4465/20000 [5:42:56<11:59:38, 2.78s/it] 22%|██▏ | 4466/20000 [5:43:05<20:17:17, 4.70s/it] 22%|██▏ | 4467/20000 [5:43:12<22:24:42, 5.19s/it] 22%|██▏ | 4468/20000 [5:43:17<23:05:31, 5.35s/it] 22%|██▏ | 4469/20000 [5:43:23<23:05:48, 5.35s/it] 22%|██▏ | 4470/20000 [5:43:28<22:46:22, 5.28s/it] 22%|██▏ | 4471/20000 [5:43:32<22:00:44, 5.10s/it] 22%|██▏ | 4472/20000 [5:43:37<21:14:36, 4.93s/it] 22%|██▏ | 4473/20000 [5:43:41<20:34:16, 4.77s/it] 22%|██▏ | 4474/20000 [5:43:46<19:58:19, 4.63s/it] 22%|██▏ | 4475/20000 [5:43:50<19:16:23, 4.47s/it] 22%|██▏ | 4476/20000 [5:43:54<18:34:40, 4.31s/it] 22%|██▏ | 4477/20000 [5:43:58<17:56:31, 4.16s/it] 22%|██▏ | 4478/20000 [5:44:01<17:17:53, 4.01s/it] 22%|██▏ | 4479/20000 [5:44:05<16:37:32, 3.86s/it] 22%|██▏ | 4480/20000 [5:44:08<15:52:36, 3.68s/it] 22%|██▏ | 4481/20000 [5:44:11<15:08:39, 3.51s/it] 22%|██▏ | 4482/20000 [5:44:14<14:21:08, 3.33s/it] 22%|██▏ | 4483/20000 [5:44:17<13:21:58, 3.10s/it] 22%|██▏ | 4484/20000 [5:44:18<11:48:46, 2.74s/it] 22%|██▏ | 4485/20000 [5:44:27<19:49:22, 4.60s/it] 22%|██▏ | 4486/20000 [5:44:34<22:30:35, 5.22s/it] 22%|██▏ | 4487/20000 [5:44:40<23:07:42, 5.37s/it] 22%|██▏ | 4488/20000 [5:44:45<23:16:48, 5.40s/it] 22%|██▏ | 4489/20000 [5:44:50<22:57:03, 5.33s/it] 22%|██▏ | 4490/20000 [5:44:55<22:20:24, 5.19s/it] 22%|██▏ | 4491/20000 [5:45:00<21:39:47, 5.03s/it] 22%|██▏ | 4492/20000 [5:45:04<20:51:44, 4.84s/it] 22%|██▏ | 4493/20000 [5:45:09<20:10:58, 4.69s/it] 22%|██▏ | 4494/20000 [5:45:13<19:30:29, 4.53s/it] 22%|██▏ | 4495/20000 [5:45:17<18:52:22, 4.38s/it] 22%|██▏ | 4496/20000 [5:45:21<18:13:33, 4.23s/it] 22%|██▏ | 4497/20000 [5:45:24<17:33:06, 4.08s/it] 22%|██▏ | 4498/20000 [5:45:28<16:55:42, 3.93s/it] 22%|██▏ | 4499/20000 [5:45:31<16:14:33, 3.77s/it] 22%|██▎ | 4500/20000 [5:45:35<15:31:05, 3.60s/it] 22%|██▎ | 4500/20000 [5:45:35<15:31:05, 3.60s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09113188087940216, 'eval_wer': 0.07735932653965441, 'eval_runtime': 68.0225, 'eval_samples_per_second': 27.3, 'eval_steps_per_second': 1.147, 'epoch': 51.28} {'loss': 0.0211, 'learning_rate': 0.0003974358974358974, 'epoch': 57.69} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:28, 2.71it/s][A 4%|▍ | 3/78 [00:01<00:38, 1.94it/s][A 5%|▌ | 4/78 [00:02<00:44, 1.68it/s][A 6%|▋ | 5/78 [00:02<00:48, 1.49it/s][A 8%|▊ | 6/78 [00:03<00:55, 1.30it/s][A 9%|▉ | 7/78 [00:05<01:00, 1.17it/s][A 10%|█ | 8/78 [00:06<01:04, 1.08it/s][A 12%|█▏ | 9/78 [00:07<01:05, 1.05it/s][A 13%|█▎ | 10/78 [00:07<01:03, 1.08it/s][A 14%|█▍ | 11/78 [00:08<00:59, 1.12it/s][A 15%|█▌ | 12/78 [00:09<00:56, 1.17it/s][A 17%|█▋ | 13/78 [00:10<00:52, 1.23it/s][A 18%|█▊ | 14/78 [00:11<00:54, 1.17it/s][A 19%|█▉ | 15/78 [00:12<00:56, 1.12it/s][A 21%|██ | 16/78 [00:13<00:58, 1.06it/s][A 22%|██▏ | 17/78 [00:14<00:57, 1.06it/s][A 23%|██▎ | 18/78 [00:15<01:00, 1.02s/it][A 24%|██▍ | 19/78 [00:16<00:58, 1.01it/s][A 26%|██▌ | 20/78 [00:17<00:52, 1.10it/s][A 27%|██▋ | 21/78 [00:18<00:53, 1.06it/s][A 28%|██▊ | 22/78 [00:18<00:49, 1.13it/s][A 29%|██▉ | 23/78 [00:19<00:47, 1.16it/s][A 31%|███ | 24/78 [00:20<00:47, 1.14it/s][A 32%|███▏ | 25/78 [00:21<00:44, 1.18it/s][A 33%|███▎ | 26/78 [00:22<00:42, 1.21it/s][A 35%|███▍ | 27/78 [00:22<00:41, 1.23it/s][A 36%|███▌ | 28/78 [00:23<00:41, 1.20it/s][A 37%|███▋ | 29/78 [00:24<00:38, 1.27it/s][A 38%|███▊ | 30/78 [00:25<00:40, 1.18it/s][A 40%|███▉ | 31/78 [00:26<00:38, 1.22it/s][A 41%|████ | 32/78 [00:26<00:37, 1.22it/s][A 42%|████▏ | 33/78 [00:27<00:36, 1.24it/s][A 44%|████▎ | 34/78 [00:28<00:34, 1.27it/s][A 45%|████▍ | 35/78 [00:29<00:32, 1.30it/s][A 46%|████▌ | 36/78 [00:29<00:31, 1.32it/s][A 47%|████▋ | 37/78 [00:30<00:32, 1.26it/s][A 49%|████▊ | 38/78 [00:31<00:32, 1.22it/s][A 50%|█████ | 39/78 [00:32<00:36, 1.08it/s][A 51%|█████▏ | 40/78 [00:33<00:35, 1.06it/s][A 53%|█████▎ | 41/78 [00:35<00:38, 1.03s/it][A 54%|█████▍ | 42/78 [00:36<00:35, 1.00it/s][A 55%|█████▌ | 43/78 [00:37<00:35, 1.01s/it][A 56%|█████▋ | 44/78 [00:38<00:34, 1.00s/it][A 58%|█████▊ | 45/78 [00:38<00:31, 1.03it/s][A 59%|█████▉ | 46/78 [00:40<00:35, 1.11s/it][A 60%|██████ | 47/78 [00:41<00:31, 1.02s/it][A 62%|██████▏ | 48/78 [00:41<00:28, 1.05it/s][A 63%|██████▎ | 49/78 [00:42<00:25, 1.15it/s][A 64%|██████▍ | 50/78 [00:43<00:24, 1.16it/s][A 65%|██████▌ | 51/78 [00:44<00:21, 1.24it/s][A 67%|██████▋ | 52/78 [00:44<00:20, 1.25it/s][A 68%|██████▊ | 53/78 [00:45<00:19, 1.26it/s][A 69%|██████▉ | 54/78 [00:46<00:20, 1.20it/s][A 71%|███████ | 55/78 [00:47<00:19, 1.17it/s][A 72%|███████▏ | 56/78 [00:48<00:19, 1.16it/s][A 73%|███████▎ | 57/78 [00:49<00:21, 1.02s/it][A 74%|███████▍ | 58/78 [00:50<00:20, 1.00s/it][A 76%|███████▌ | 59/78 [00:51<00:19, 1.03s/it][A 77%|███████▋ | 60/78 [00:52<00:17, 1.03it/s][A 78%|███████▊ | 61/78 [00:53<00:16, 1.06it/s][A 79%|███████▉ | 62/78 [00:54<00:14, 1.07it/s][A 81%|████████ | 63/78 [00:55<00:13, 1.08it/s][A 82%|████████▏ | 64/78 [00:56<00:13, 1.07it/s][A 83%|████████▎ | 65/78 [00:57<00:12, 1.08it/s][A 85%|████████▍ | 66/78 [00:58<00:10, 1.12it/s][A 86%|████████▌ | 67/78 [00:59<00:09, 1.11it/s][A 87%|████████▋ | 68/78 [00:59<00:08, 1.11it/s][A 88%|████████▊ | 69/78 [01:00<00:07, 1.14it/s][A 90%|████████▉ | 70/78 [01:01<00:07, 1.09it/s][A 91%|█████████ | 71/78 [01:02<00:06, 1.13it/s][A 92%|█████████▏| 72/78 [01:03<00:05, 1.15it/s][A 94%|█████████▎| 73/78 [01:04<00:04, 1.12it/s][A 95%|█████████▍| 74/78 [01:05<00:03, 1.11it/s][A 96%|█████████▌| 75/78 [01:06<00:02, 1.12it/s][A 97%|█████████▋| 76/78 [01:07<00:01, 1.11it/s][A 99%|█████████▊| 77/78 [01:07<00:00, 1.15it/s][A 100%|██████████| 78/78 [01:08<00:00, 1.44it/s][A [A 22%|██▎ | 4500/20000 [5:46:45<15:31:05, 3.60s/it] 100%|██████████| 78/78 [01:09<00:00, 1.44it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-4500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-4500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-4500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-4500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-4000] due to args.save_total_limit 23%|██▎ | 4501/20000 [5:47:02<123:13:42, 28.62s/it] 23%|██▎ | 4502/20000 [5:47:04<89:29:02, 20.79s/it] 23%|██▎ | 4503/20000 [5:47:06<64:59:08, 15.10s/it] 23%|██▎ | 4504/20000 [5:47:15<56:52:52, 13.21s/it] 23%|██▎ | 4505/20000 [5:47:21<48:03:10, 11.16s/it] 23%|██▎ | 4506/20000 [5:47:27<41:02:28, 9.54s/it] 23%|██▎ | 4507/20000 [5:47:32<35:42:06, 8.30s/it] 23%|██▎ | 4508/20000 [5:47:37<31:32:06, 7.33s/it] 23%|██▎ | 4509/20000 [5:47:42<28:15:04, 6.57s/it] 23%|██▎ | 4510/20000 [5:47:47<25:26:26, 5.91s/it] 23%|██▎ | 4511/20000 [5:47:51<23:14:34, 5.40s/it] 23%|██▎ | 4512/20000 [5:47:55<21:31:17, 5.00s/it] 23%|██▎ | 4513/20000 [5:47:59<19:59:50, 4.65s/it] 23%|██▎ | 4514/20000 [5:48:02<18:55:04, 4.40s/it] 23%|██▎ | 4515/20000 [5:48:06<17:55:33, 4.17s/it] 23%|██▎ | 4516/20000 [5:48:10<17:06:56, 3.98s/it] 23%|██▎ | 4517/20000 [5:48:13<16:31:59, 3.84s/it] 23%|██▎ | 4518/20000 [5:48:16<15:52:00, 3.69s/it] 23%|██▎ | 4519/20000 [5:48:20<15:10:45, 3.53s/it] 23%|██▎ | 4520/20000 [5:48:23<14:27:24, 3.36s/it] 23%|██▎ | 4521/20000 [5:48:25<13:35:48, 3.16s/it] 23%|██▎ | 4522/20000 [5:48:27<12:00:29, 2.79s/it] 23%|██▎ | 4523/20000 [5:48:33<16:14:15, 3.78s/it] 23%|██▎ | 4524/20000 [5:48:36<15:22:41, 3.58s/it] 23%|██▎ | 4525/20000 [5:48:47<24:34:03, 5.72s/it] 23%|██▎ | 4526/20000 [5:48:54<25:50:48, 6.01s/it] 23%|██▎ | 4527/20000 [5:49:00<25:47:03, 6.00s/it] 23%|██▎ | 4528/20000 [5:49:05<24:55:39, 5.80s/it] 23%|██▎ | 4529/20000 [5:49:10<24:07:33, 5.61s/it] 23%|██▎ | 4530/20000 [5:49:15<23:00:59, 5.36s/it] 23%|██▎ | 4531/20000 [5:49:20<21:56:26, 5.11s/it] 23%|██▎ | 4532/20000 [5:49:24<21:02:15, 4.90s/it] 23%|██▎ | 4533/20000 [5:49:28<20:07:18, 4.68s/it] 23%|██▎ | 4534/20000 [5:49:32<19:19:37, 4.50s/it] 23%|██▎ | 4535/20000 [5:49:36<18:24:51, 4.29s/it] 23%|██▎ | 4536/20000 [5:49:40<17:32:41, 4.08s/it] 23%|██▎ | 4537/20000 [5:49:43<16:47:16, 3.91s/it] 23%|██▎ | 4538/20000 [5:49:47<16:06:55, 3.75s/it] 23%|██▎ | 4539/20000 [5:49:50<15:20:56, 3.57s/it] 23%|██▎ | 4540/20000 [5:49:53<14:36:18, 3.40s/it] 23%|██▎ | 4541/20000 [5:49:55<13:49:05, 3.22s/it] 23%|██▎ | 4542/20000 [5:49:58<12:55:53, 3.01s/it] 23%|██▎ | 4543/20000 [5:50:00<11:31:35, 2.68s/it] 23%|██▎ | 4544/20000 [5:50:08<18:57:42, 4.42s/it] 23%|██▎ | 4545/20000 [5:50:15<21:18:13, 4.96s/it] 23%|██▎ | 4546/20000 [5:50:20<22:23:41, 5.22s/it] 23%|██▎ | 4547/20000 [5:50:26<22:17:15, 5.19s/it] 23%|██▎ | 4548/20000 [5:50:30<21:54:05, 5.10s/it] 23%|██▎ | 4549/20000 [5:50:35<21:23:31, 4.98s/it] 23%|██▎ | 4550/20000 [5:50:40<20:39:48, 4.81s/it] 23%|██▎ | 4551/20000 [5:50:44<19:57:54, 4.65s/it] 23%|██▎ | 4552/20000 [5:50:48<19:18:15, 4.50s/it] 23%|██▎ | 4553/20000 [5:50:52<18:35:28, 4.33s/it] 23%|██▎ | 4554/20000 [5:50:56<17:58:38, 4.19s/it] 23%|██▎ | 4555/20000 [5:51:00<17:28:04, 4.07s/it] 23%|██▎ | 4556/20000 [5:51:03<17:00:21, 3.96s/it] 23%|██▎ | 4557/20000 [5:51:07<16:29:53, 3.85s/it] 23%|██▎ | 4558/20000 [5:51:10<15:50:06, 3.69s/it] 23%|██▎ | 4559/20000 [5:51:13<15:06:24, 3.52s/it] 23%|██▎ | 4560/20000 [5:51:16<14:10:33, 3.31s/it] 23%|██▎ | 4561/20000 [5:51:19<13:14:39, 3.09s/it] 23%|██▎ | 4562/20000 [5:51:21<11:45:00, 2.74s/it] 23%|██▎ | 4563/20000 [5:51:29<19:20:53, 4.51s/it] 23%|██▎ | 4564/20000 [5:51:36<21:58:40, 5.13s/it] 23%|██▎ | 4565/20000 [5:51:42<22:52:30, 5.34s/it] 23%|██▎ | 4566/20000 [5:51:47<22:57:04, 5.35s/it] 23%|██▎ | 4567/20000 [5:51:52<22:39:45, 5.29s/it] 23%|██▎ | 4568/20000 [5:51:57<22:16:44, 5.20s/it] 23%|██▎ | 4569/20000 [5:52:02<21:36:23, 5.04s/it] 23%|██▎ | 4570/20000 [5:52:06<20:54:03, 4.88s/it] 23%|██▎ | 4571/20000 [5:52:11<20:13:54, 4.72s/it] 23%|██▎ | 4572/20000 [5:52:15<19:27:11, 4.54s/it] 23%|██▎ | 4573/20000 [5:52:19<18:47:50, 4.39s/it] 23%|██▎ | 4574/20000 [5:52:23<17:56:25, 4.19s/it] 23%|██▎ | 4575/20000 [5:52:26<17:14:04, 4.02s/it] 23%|██▎ | 4576/20000 [5:52:30<16:38:39, 3.88s/it] 23%|██▎ | 4577/20000 [5:52:33<15:56:42, 3.72s/it] 23%|██▎ | 4578/20000 [5:52:36<15:16:37, 3.57s/it] 23%|██▎ | 4579/20000 [5:52:39<14:31:38, 3.39s/it] 23%|██▎ | 4580/20000 [5:52:42<13:34:06, 3.17s/it] 23%|██▎ | 4581/20000 [5:52:44<11:56:16, 2.79s/it] 23%|██▎ | 4582/20000 [5:52:53<20:04:12, 4.69s/it] 23%|██▎ | 4583/20000 [5:53:00<22:35:41, 5.28s/it] 23%|██▎ | 4584/20000 [5:53:06<23:29:24, 5.49s/it] 23%|██▎ | 4585/20000 [5:53:11<23:27:22, 5.48s/it] 23%|██▎ | 4586/20000 [5:53:16<23:01:14, 5.38s/it] 23%|██▎ | 4587/20000 [5:53:21<22:24:40, 5.23s/it] 23%|██▎ | 4588/20000 [5:53:26<21:35:16, 5.04s/it] 23%|██▎ | 4589/20000 [5:53:30<20:38:17, 4.82s/it] 23%|██▎ | 4590/20000 [5:53:34<19:47:48, 4.62s/it] 23%|██▎ | 4591/20000 [5:53:38<18:54:13, 4.42s/it] 23%|██▎ | 4592/20000 [5:53:42<18:21:18, 4.29s/it] 23%|██▎ | 4593/20000 [5:53:46<17:51:26, 4.17s/it] 23%|██▎ | 4594/20000 [5:53:50<17:17:20, 4.04s/it] 23%|██▎ | 4595/20000 [5:53:53<16:44:54, 3.91s/it] 23%|██▎ | 4596/20000 [5:53:57<16:04:47, 3.76s/it] 23%|██▎ | 4597/20000 [5:54:00<15:11:18, 3.55s/it] 23%|██▎ | 4598/20000 [5:54:03<14:14:47, 3.33s/it] 23%|██▎ | 4599/20000 [5:54:05<13:12:05, 3.09s/it] 23%|██▎ | 4600/20000 [5:54:07<11:41:56, 2.73s/it] 23%|██▎ | 4601/20000 [5:54:12<15:04:04, 3.52s/it] 23%|██▎ | 4602/20000 [5:54:15<14:20:15, 3.35s/it] 23%|██▎ | 4603/20000 [5:54:25<22:52:36, 5.35s/it] 23%|██▎ | 4604/20000 [5:54:32<24:12:03, 5.66s/it] 23%|██▎ | 4605/20000 [5:54:37<24:12:09, 5.66s/it] 23%|██▎ | 4606/20000 [5:54:43<23:33:34, 5.51s/it] 23%|██▎ | 4607/20000 [5:54:47<22:43:00, 5.31s/it] 23%|██▎ | 4608/20000 [5:54:52<21:56:21, 5.13s/it] 23%|██▎ | 4609/20000 [5:54:57<21:05:05, 4.93s/it] 23%|██▎ | 4610/20000 [5:55:01<20:10:38, 4.72s/it] 23%|██▎ | 4611/20000 [5:55:05<19:23:38, 4.54s/it] 23%|██▎ | 4612/20000 [5:55:09<18:38:17, 4.36s/it] 23%|██▎ | 4613/20000 [5:55:13<17:53:45, 4.19s/it] 23%|██▎ | 4614/20000 [5:55:16<17:12:33, 4.03s/it] 23%|██▎ | 4615/20000 [5:55:20<16:32:21, 3.87s/it] 23%|██▎ | 4616/20000 [5:55:23<16:07:02, 3.77s/it] 23%|██▎ | 4617/20000 [5:55:27<15:28:37, 3.62s/it] 23%|██▎ | 4618/20000 [5:55:30<15:05:09, 3.53s/it] 23%|██▎ | 4619/20000 [5:55:33<14:28:09, 3.39s/it] 23%|██▎ | 4620/20000 [5:55:36<13:31:40, 3.17s/it] 23%|██▎ | 4621/20000 [5:55:38<11:59:10, 2.81s/it] 23%|██▎ | 4622/20000 [5:55:46<19:39:10, 4.60s/it] 23%|██▎ | 4623/20000 [5:55:53<21:49:15, 5.11s/it] 23%|██▎ | 4624/20000 [5:55:59<22:46:12, 5.33s/it] 23%|██▎ | 4625/20000 [5:56:04<22:48:26, 5.34s/it] 23%|██▎ | 4626/20000 [5:56:09<22:26:49, 5.26s/it] 23%|██▎ | 4627/20000 [5:56:14<21:53:27, 5.13s/it] 23%|██▎ | 4628/20000 [5:56:18<21:08:22, 4.95s/it] 23%|██▎ | 4629/20000 [5:56:23<20:23:32, 4.78s/it] 23%|██▎ | 4630/20000 [5:56:27<19:43:31, 4.62s/it] 23%|██▎ | 4631/20000 [5:56:31<18:58:35, 4.45s/it] 23%|██▎ | 4632/20000 [5:56:35<18:17:29, 4.28s/it] 23%|██▎ | 4633/20000 [5:56:39<17:39:52, 4.14s/it] 23%|██▎ | 4634/20000 [5:56:42<17:02:57, 3.99s/it] 23%|██▎ | 4635/20000 [5:56:46<16:24:33, 3.84s/it] 23%|██▎ | 4636/20000 [5:56:49<15:42:14, 3.68s/it] 23%|██▎ | 4637/20000 [5:56:52<15:00:33, 3.52s/it] 23%|██▎ | 4638/20000 [5:56:55<14:09:32, 3.32s/it] 23%|██▎ | 4639/20000 [5:56:58<13:06:10, 3.07s/it] 23%|██▎ | 4640/20000 [5:57:00<11:41:05, 2.74s/it] 23%|██▎ | 4641/20000 [5:57:08<19:24:34, 4.55s/it] 23%|██▎ | 4642/20000 [5:57:15<21:52:16, 5.13s/it] 23%|██▎ | 4643/20000 [5:57:21<22:41:58, 5.32s/it] 23%|██▎ | 4644/20000 [5:57:26<22:42:32, 5.32s/it] 23%|██▎ | 4645/20000 [5:57:31<22:16:44, 5.22s/it] 23%|██▎ | 4646/20000 [5:57:36<21:45:41, 5.10s/it] 23%|██▎ | 4647/20000 [5:57:40<21:08:41, 4.96s/it] 23%|██▎ | 4648/20000 [5:57:45<20:29:32, 4.81s/it] 23%|██▎ | 4649/20000 [5:57:49<19:54:15, 4.67s/it] 23%|██▎ | 4650/20000 [5:57:53<19:22:40, 4.54s/it] 23%|██▎ | 4651/20000 [5:57:58<18:44:06, 4.39s/it] 23%|██▎ | 4652/20000 [5:58:01<17:57:27, 4.21s/it] 23%|██▎ | 4653/20000 [5:58:05<17:04:37, 4.01s/it] 23%|██▎ | 4654/20000 [5:58:08<16:26:26, 3.86s/it] 23%|██▎ | 4655/20000 [5:58:12<15:49:27, 3.71s/it] 23%|██▎ | 4656/20000 [5:58:15<15:04:49, 3.54s/it] 23%|██▎ | 4657/20000 [5:58:18<14:17:43, 3.35s/it] 23%|██▎ | 4658/20000 [5:58:20<13:21:25, 3.13s/it] 23%|██▎ | 4659/20000 [5:58:22<11:46:43, 2.76s/it] 23%|██▎ | 4660/20000 [5:58:31<19:16:43, 4.52s/it] 23%|██▎ | 4661/20000 [5:58:37<21:39:31, 5.08s/it] 23%|██▎ | 4662/20000 [5:58:43<22:34:45, 5.30s/it] 23%|██▎ | 4663/20000 [5:58:49<22:42:24, 5.33s/it] 23%|██▎ | 4664/20000 [5:58:54<22:24:04, 5.26s/it] 23%|██▎ | 4665/20000 [5:58:58<21:51:45, 5.13s/it] 23%|██▎ | 4666/20000 [5:59:03<21:12:36, 4.98s/it] 23%|██▎ | 4667/20000 [5:59:07<20:30:02, 4.81s/it] 23%|██▎ | 4668/20000 [5:59:12<19:43:22, 4.63s/it] 23%|██▎ | 4669/20000 [5:59:16<19:04:10, 4.48s/it] 23%|██▎ | 4670/20000 [5:59:20<18:26:06, 4.33s/it] 23%|██▎ | 4671/20000 [5:59:24<17:43:21, 4.16s/it] 23%|██▎ | 4672/20000 [5:59:27<17:02:13, 4.00s/it] 23%|██▎ | 4673/20000 [5:59:31<16:32:19, 3.88s/it] 23%|██▎ | 4674/20000 [5:59:34<15:47:23, 3.71s/it] 23%|██▎ | 4675/20000 [5:59:37<15:00:56, 3.53s/it] 23%|██▎ | 4676/20000 [5:59:40<14:11:30, 3.33s/it] 23%|██▎ | 4677/20000 [5:59:43<13:13:52, 3.11s/it] 23%|██▎ | 4678/20000 [5:59:45<11:42:59, 2.75s/it] 23%|██▎ | 4679/20000 [5:59:50<15:16:21, 3.59s/it] 23%|██▎ | 4680/20000 [5:59:53<14:34:01, 3.42s/it] 23%|██▎ | 4681/20000 [6:00:04<23:25:31, 5.51s/it] 23%|██▎ | 4682/20000 [6:00:10<24:56:30, 5.86s/it] 23%|██▎ | 4683/20000 [6:00:16<24:52:50, 5.85s/it] 23%|██▎ | 4684/20000 [6:00:21<24:22:03, 5.73s/it] 23%|██▎ | 4685/20000 [6:00:27<23:41:11, 5.57s/it] 23%|██▎ | 4686/20000 [6:00:32<22:58:34, 5.40s/it] 23%|██▎ | 4687/20000 [6:00:36<22:01:58, 5.18s/it] 23%|██▎ | 4688/20000 [6:00:41<21:06:54, 4.96s/it] 23%|██▎ | 4689/20000 [6:00:45<20:20:07, 4.78s/it] 23%|██▎ | 4690/20000 [6:00:49<19:29:45, 4.58s/it] 23%|██▎ | 4691/20000 [6:00:53<18:47:41, 4.42s/it] 23%|██▎ | 4692/20000 [6:00:57<18:21:56, 4.32s/it] 23%|██▎ | 4693/20000 [6:01:01<17:50:11, 4.19s/it] 23%|██▎ | 4694/20000 [6:01:05<17:34:07, 4.13s/it] 23%|██▎ | 4695/20000 [6:01:09<16:47:03, 3.95s/it] 23%|██▎ | 4696/20000 [6:01:12<15:52:56, 3.74s/it] 23%|██▎ | 4697/20000 [6:01:15<14:55:00, 3.51s/it] 23%|██▎ | 4698/20000 [6:01:18<13:49:26, 3.25s/it] 23%|██▎ | 4699/20000 [6:01:20<12:12:52, 2.87s/it] 24%|██▎ | 4700/20000 [6:01:29<19:56:44, 4.69s/it] 24%|██▎ | 4701/20000 [6:01:35<22:23:09, 5.27s/it] 24%|██▎ | 4702/20000 [6:01:41<23:11:59, 5.46s/it] 24%|██▎ | 4703/20000 [6:01:47<23:06:54, 5.44s/it] 24%|██▎ | 4704/20000 [6:01:52<22:42:54, 5.35s/it] 24%|██▎ | 4705/20000 [6:01:57<22:12:52, 5.23s/it] 24%|██▎ | 4706/20000 [6:02:01<21:25:53, 5.04s/it] 24%|██▎ | 4707/20000 [6:02:06<20:38:28, 4.86s/it] 24%|██▎ | 4708/20000 [6:02:10<19:52:16, 4.68s/it] 24%|██▎ | 4709/20000 [6:02:14<19:07:14, 4.50s/it] 24%|██▎ | 4710/20000 [6:02:18<18:23:15, 4.33s/it] 24%|██▎ | 4711/20000 [6:02:22<17:40:31, 4.16s/it] 24%|██▎ | 4712/20000 [6:02:25<17:03:33, 4.02s/it] 24%|██▎ | 4713/20000 [6:02:29<16:15:26, 3.83s/it] 24%|██▎ | 4714/20000 [6:02:32<15:36:58, 3.68s/it] 24%|██▎ | 4715/20000 [6:02:35<15:08:56, 3.57s/it] 24%|██▎ | 4716/20000 [6:02:38<14:28:54, 3.41s/it] 24%|██▎ | 4717/20000 [6:02:41<13:34:18, 3.20s/it] 24%|██▎ | 4718/20000 [6:02:43<12:02:40, 2.84s/it] 24%|██▎ | 4719/20000 [6:02:53<20:25:35, 4.81s/it] 24%|██▎ | 4720/20000 [6:02:59<23:04:39, 5.44s/it] 24%|██▎ | 4721/20000 [6:03:06<24:03:34, 5.67s/it] 24%|██▎ | 4722/20000 [6:03:12<24:16:15, 5.72s/it] 24%|██▎ | 4723/20000 [6:03:17<23:59:37, 5.65s/it] 24%|██▎ | 4724/20000 [6:03:22<23:23:46, 5.51s/it] 24%|██▎ | 4725/20000 [6:03:27<22:36:11, 5.33s/it] 24%|██▎ | 4726/20000 [6:03:32<21:50:29, 5.15s/it] 24%|██▎ | 4727/20000 [6:03:36<20:42:22, 4.88s/it] 24%|██▎ | 4728/20000 [6:03:40<20:03:51, 4.73s/it] 24%|██▎ | 4729/20000 [6:03:45<19:23:28, 4.57s/it] 24%|██▎ | 4730/20000 [6:03:49<18:42:32, 4.41s/it] 24%|██▎ | 4731/20000 [6:03:53<18:02:15, 4.25s/it] 24%|██▎ | 4732/20000 [6:03:56<17:22:46, 4.10s/it] 24%|██▎ | 4733/20000 [6:04:00<16:35:59, 3.91s/it] 24%|██▎ | 4734/20000 [6:04:03<15:44:17, 3.71s/it] 24%|██▎ | 4735/20000 [6:04:06<14:46:07, 3.48s/it] 24%|██▎ | 4736/20000 [6:04:09<13:44:23, 3.24s/it] 24%|██▎ | 4737/20000 [6:04:11<12:03:14, 2.84s/it] 24%|██▎ | 4738/20000 [6:04:19<19:41:22, 4.64s/it] 24%|██▎ | 4739/20000 [6:04:26<21:42:47, 5.12s/it] 24%|██▎ | 4740/20000 [6:04:31<22:10:36, 5.23s/it] 24%|██▎ | 4741/20000 [6:04:36<21:59:29, 5.19s/it] 24%|██▎ | 4742/20000 [6:04:41<21:28:32, 5.07s/it] 24%|██▎ | 4743/20000 [6:04:46<20:45:53, 4.90s/it] 24%|██▎ | 4744/20000 [6:04:50<19:54:57, 4.70s/it] 24%|██▎ | 4745/20000 [6:04:54<19:18:13, 4.56s/it] 24%|██▎ | 4746/20000 [6:04:58<18:42:02, 4.41s/it] 24%|██▎ | 4747/20000 [6:05:02<18:06:06, 4.27s/it] 24%|██▎ | 4748/20000 [6:05:06<17:27:18, 4.12s/it] 24%|██▎ | 4749/20000 [6:05:09<16:52:24, 3.98s/it] 24%|██▍ | 4750/20000 [6:05:13<16:16:59, 3.84s/it] 24%|██▍ | 4751/20000 [6:05:16<15:42:18, 3.71s/it] 24%|██▍ | 4752/20000 [6:05:20<15:07:18, 3.57s/it] 24%|██▍ | 4753/20000 [6:05:23<14:34:13, 3.44s/it] 24%|██▍ | 4754/20000 [6:05:26<13:52:39, 3.28s/it] 24%|██▍ | 4755/20000 [6:05:28<13:00:59, 3.07s/it] 24%|██▍ | 4756/20000 [6:05:30<11:38:56, 2.75s/it] 24%|██▍ | 4757/20000 [6:05:36<15:10:43, 3.58s/it] 24%|██▍ | 4758/20000 [6:05:39<14:32:42, 3.44s/it] 24%|██▍ | 4759/20000 [6:05:49<23:16:44, 5.50s/it] 24%|██▍ | 4760/20000 [6:05:56<24:27:23, 5.78s/it] 24%|██▍ | 4761/20000 [6:06:01<24:36:15, 5.81s/it] 24%|██▍ | 4762/20000 [6:06:07<24:06:54, 5.70s/it] 24%|██▍ | 4763/20000 [6:06:12<23:16:18, 5.50s/it] 24%|██▍ | 4764/20000 [6:06:17<22:18:01, 5.27s/it] 24%|██▍ | 4765/20000 [6:06:21<21:15:32, 5.02s/it] 24%|██▍ | 4766/20000 [6:06:25<20:17:21, 4.79s/it] 24%|██▍ | 4767/20000 [6:06:30<19:28:49, 4.60s/it] 24%|██▍ | 4768/20000 [6:06:33<18:38:20, 4.41s/it] 24%|██▍ | 4769/20000 [6:06:37<17:52:38, 4.23s/it] 24%|██▍ | 4770/20000 [6:06:41<17:10:15, 4.06s/it] 24%|██▍ | 4771/20000 [6:06:44<16:29:31, 3.90s/it] 24%|██▍ | 4772/20000 [6:06:48<15:51:48, 3.75s/it] 24%|██▍ | 4773/20000 [6:06:51<15:11:02, 3.59s/it] 24%|██▍ | 4774/20000 [6:06:54<14:29:51, 3.43s/it] 24%|██▍ | 4775/20000 [6:06:57<13:44:50, 3.25s/it] 24%|██▍ | 4776/20000 [6:07:00<12:51:08, 3.04s/it] 24%|██▍ | 4777/20000 [6:07:01<11:18:31, 2.67s/it] 24%|██▍ | 4778/20000 [6:07:10<19:02:38, 4.50s/it] 24%|██▍ | 4779/20000 [6:07:16<21:23:02, 5.06s/it] 24%|██▍ | 4780/20000 [6:07:22<22:05:37, 5.23s/it] 24%|██▍ | 4781/20000 [6:07:27<22:05:33, 5.23s/it] 24%|██▍ | 4782/20000 [6:07:32<21:38:53, 5.12s/it] 24%|██▍ | 4783/20000 [6:07:37<21:05:15, 4.99s/it] 24%|██▍ | 4784/20000 [6:07:41<20:22:12, 4.82s/it] 24%|██▍ | 4785/20000 [6:07:46<19:38:33, 4.65s/it] 24%|██▍ | 4786/20000 [6:07:50<18:58:51, 4.49s/it] 24%|██▍ | 4787/20000 [6:07:54<18:17:24, 4.33s/it] 24%|██▍ | 4788/20000 [6:07:57<17:36:10, 4.17s/it] 24%|██▍ | 4789/20000 [6:08:01<16:56:01, 4.01s/it] 24%|██▍ | 4790/20000 [6:08:05<16:20:27, 3.87s/it] 24%|██▍ | 4791/20000 [6:08:08<15:37:21, 3.70s/it] 24%|██▍ | 4792/20000 [6:08:11<14:45:27, 3.49s/it] 24%|██▍ | 4793/20000 [6:08:14<14:06:50, 3.34s/it] 24%|██▍ | 4794/20000 [6:08:17<13:23:29, 3.17s/it] 24%|██▍ | 4795/20000 [6:08:19<12:32:42, 2.97s/it] 24%|██▍ | 4796/20000 [6:08:21<11:10:35, 2.65s/it] 24%|██▍ | 4797/20000 [6:08:30<18:39:23, 4.42s/it] 24%|██▍ | 4798/20000 [6:08:36<20:54:57, 4.95s/it] 24%|██▍ | 4799/20000 [6:08:41<21:36:29, 5.12s/it] 24%|██▍ | 4800/20000 [6:08:46<21:34:19, 5.11s/it] 24%|██▍ | 4801/20000 [6:08:51<21:12:56, 5.03s/it] 24%|██▍ | 4802/20000 [6:08:56<20:37:07, 4.88s/it] 24%|██▍ | 4803/20000 [6:09:00<20:06:19, 4.76s/it] 24%|██▍ | 4804/20000 [6:09:05<19:39:51, 4.66s/it] 24%|██▍ | 4805/20000 [6:09:09<19:03:40, 4.52s/it] 24%|██▍ | 4806/20000 [6:09:13<18:29:36, 4.38s/it] 24%|██▍ | 4807/20000 [6:09:17<17:37:46, 4.18s/it] 24%|██▍ | 4808/20000 [6:09:20<17:05:57, 4.05s/it] 24%|██▍ | 4809/20000 [6:09:24<16:39:40, 3.95s/it] 24%|██▍ | 4810/20000 [6:09:28<16:08:51, 3.83s/it] 24%|██▍ | 4811/20000 [6:09:31<15:30:36, 3.68s/it] 24%|██▍ | 4812/20000 [6:09:34<14:53:50, 3.53s/it] 24%|██▍ | 4813/20000 [6:09:37<14:10:49, 3.36s/it] 24%|██▍ | 4814/20000 [6:09:40<13:13:48, 3.14s/it] 24%|██▍ | 4815/20000 [6:09:42<11:42:37, 2.78s/it] 24%|██▍ | 4816/20000 [6:09:51<19:33:12, 4.64s/it] 24%|██▍ | 4817/20000 [6:09:57<22:07:08, 5.24s/it] 24%|██▍ | 4818/20000 [6:10:03<22:54:41, 5.43s/it] 24%|██▍ | 4819/20000 [6:10:09<22:54:23, 5.43s/it] 24%|██▍ | 4820/20000 [6:10:14<22:32:17, 5.34s/it] 24%|██▍ | 4821/20000 [6:10:19<21:59:18, 5.21s/it] 24%|██▍ | 4822/20000 [6:10:23<21:04:53, 5.00s/it] 24%|██▍ | 4823/20000 [6:10:28<20:20:16, 4.82s/it] 24%|██▍ | 4824/20000 [6:10:32<19:41:56, 4.67s/it] 24%|██▍ | 4825/20000 [6:10:36<18:59:41, 4.51s/it] 24%|██▍ | 4826/20000 [6:10:40<18:17:24, 4.34s/it] 24%|██▍ | 4827/20000 [6:10:44<17:35:21, 4.17s/it] 24%|██▍ | 4828/20000 [6:10:47<16:56:44, 4.02s/it] 24%|██▍ | 4829/20000 [6:10:51<16:21:07, 3.88s/it] 24%|██▍ | 4830/20000 [6:10:54<15:38:11, 3.71s/it] 24%|██▍ | 4831/20000 [6:10:57<14:51:24, 3.53s/it] 24%|██▍ | 4832/20000 [6:11:00<13:59:46, 3.32s/it] 24%|██▍ | 4833/20000 [6:11:03<13:01:01, 3.09s/it] 24%|██▍ | 4834/20000 [6:11:05<11:34:43, 2.75s/it] 24%|██▍ | 4835/20000 [6:11:10<15:00:49, 3.56s/it] 24%|██▍ | 4836/20000 [6:11:13<14:07:00, 3.35s/it] 24%|██▍ | 4837/20000 [6:11:23<22:01:51, 5.23s/it] 24%|██▍ | 4838/20000 [6:11:29<23:06:07, 5.49s/it] 24%|██▍ | 4839/20000 [6:11:34<23:08:04, 5.49s/it] 24%|██▍ | 4840/20000 [6:11:39<22:43:00, 5.39s/it] 24%|██▍ | 4841/20000 [6:11:44<22:05:36, 5.25s/it] 24%|██▍ | 4842/20000 [6:11:49<21:22:09, 5.08s/it] 24%|██▍ | 4843/20000 [6:11:53<20:28:40, 4.86s/it] 24%|██▍ | 4844/20000 [6:11:58<19:42:01, 4.68s/it] 24%|██▍ | 4845/20000 [6:12:02<18:56:55, 4.50s/it] 24%|██▍ | 4846/20000 [6:12:06<18:18:09, 4.35s/it] 24%|██▍ | 4847/20000 [6:12:10<17:36:22, 4.18s/it] 24%|██▍ | 4848/20000 [6:12:13<17:03:41, 4.05s/it] 24%|██▍ | 4849/20000 [6:12:17<16:38:05, 3.95s/it] 24%|██▍ | 4850/20000 [6:12:21<16:13:33, 3.86s/it] 24%|██▍ | 4851/20000 [6:12:24<15:38:42, 3.72s/it] 24%|██▍ | 4852/20000 [6:12:27<14:58:38, 3.56s/it] 24%|██▍ | 4853/20000 [6:12:30<14:15:32, 3.39s/it] 24%|██▍ | 4854/20000 [6:12:33<13:20:07, 3.17s/it] 24%|██▍ | 4855/20000 [6:12:35<11:40:33, 2.78s/it] 24%|██▍ | 4856/20000 [6:12:44<19:49:14, 4.71s/it] 24%|██▍ | 4857/20000 [6:12:51<22:24:38, 5.33s/it] 24%|██▍ | 4858/20000 [6:12:57<23:06:47, 5.50s/it] 24%|██▍ | 4859/20000 [6:13:02<23:00:39, 5.47s/it] 24%|██▍ | 4860/20000 [6:13:07<22:39:23, 5.39s/it] 24%|██▍ | 4861/20000 [6:13:12<21:49:57, 5.19s/it] 24%|██▍ | 4862/20000 [6:13:16<21:00:53, 5.00s/it] 24%|██▍ | 4863/20000 [6:13:21<20:17:17, 4.83s/it] 24%|██▍ | 4864/20000 [6:13:25<19:39:58, 4.68s/it] 24%|██▍ | 4865/20000 [6:13:30<19:13:34, 4.57s/it] 24%|██▍ | 4866/20000 [6:13:34<18:36:07, 4.42s/it] 24%|██▍ | 4867/20000 [6:13:37<17:42:59, 4.21s/it] 24%|██▍ | 4868/20000 [6:13:41<16:44:27, 3.98s/it] 24%|██▍ | 4869/20000 [6:13:44<15:59:17, 3.80s/it] 24%|██▍ | 4870/20000 [6:13:47<15:18:08, 3.64s/it] 24%|██▍ | 4871/20000 [6:13:51<14:34:18, 3.47s/it] 24%|██▍ | 4872/20000 [6:13:53<13:50:24, 3.29s/it] 24%|██▍ | 4873/20000 [6:13:56<12:55:56, 3.08s/it] 24%|██▍ | 4874/20000 [6:13:58<11:35:19, 2.76s/it] 24%|██▍ | 4875/20000 [6:14:06<18:39:25, 4.44s/it] 24%|██▍ | 4876/20000 [6:14:13<21:05:04, 5.02s/it] 24%|██▍ | 4877/20000 [6:14:18<21:49:52, 5.20s/it] 24%|██▍ | 4878/20000 [6:14:24<21:51:05, 5.20s/it] 24%|██▍ | 4879/20000 [6:14:28<21:27:01, 5.11s/it] 24%|██▍ | 4880/20000 [6:14:33<21:06:27, 5.03s/it] 24%|██▍ | 4881/20000 [6:14:38<20:25:11, 4.86s/it] 24%|██▍ | 4882/20000 [6:14:42<19:36:20, 4.67s/it] 24%|██▍ | 4883/20000 [6:14:46<18:48:29, 4.48s/it] 24%|██▍ | 4884/20000 [6:14:50<17:56:55, 4.27s/it] 24%|██▍ | 4885/20000 [6:14:54<17:16:27, 4.11s/it] 24%|██▍ | 4886/20000 [6:14:57<16:38:40, 3.96s/it] 24%|██▍ | 4887/20000 [6:15:01<16:06:33, 3.84s/it] 24%|██▍ | 4888/20000 [6:15:04<15:30:52, 3.70s/it] 24%|██▍ | 4889/20000 [6:15:07<14:50:34, 3.54s/it] 24%|██▍ | 4890/20000 [6:15:10<14:11:12, 3.38s/it] 24%|██▍ | 4891/20000 [6:15:13<13:26:31, 3.20s/it] 24%|██▍ | 4892/20000 [6:15:16<12:33:35, 2.99s/it] 24%|██▍ | 4893/20000 [6:15:17<11:05:15, 2.64s/it] 24%|██▍ | 4894/20000 [6:15:27<19:22:20, 4.62s/it] 24%|██▍ | 4895/20000 [6:15:33<21:57:44, 5.23s/it] 24%|██▍ | 4896/20000 [6:15:39<22:34:25, 5.38s/it] 24%|██▍ | 4897/20000 [6:15:44<22:16:11, 5.31s/it] 24%|██▍ | 4898/20000 [6:15:49<21:43:10, 5.18s/it] 24%|██▍ | 4899/20000 [6:15:54<20:56:42, 4.99s/it] 24%|██▍ | 4900/20000 [6:15:58<19:56:11, 4.75s/it] 25%|██▍ | 4901/20000 [6:16:02<19:00:36, 4.53s/it] 25%|██▍ | 4902/20000 [6:16:06<18:18:00, 4.36s/it] 25%|██▍ | 4903/20000 [6:16:10<17:42:53, 4.22s/it] 25%|██▍ | 4904/20000 [6:16:13<17:08:13, 4.09s/it] 25%|██▍ | 4905/20000 [6:16:17<16:30:42, 3.94s/it] 25%|██▍ | 4906/20000 [6:16:20<15:56:51, 3.80s/it] 25%|██▍ | 4907/20000 [6:16:24<15:25:16, 3.68s/it] 25%|██▍ | 4908/20000 [6:16:27<14:45:13, 3.52s/it] 25%|██▍ | 4909/20000 [6:16:30<14:02:33, 3.35s/it] 25%|██▍ | 4910/20000 [6:16:33<13:18:30, 3.18s/it] 25%|██▍ | 4911/20000 [6:16:35<12:24:02, 2.96s/it] 25%|██▍ | 4912/20000 [6:16:37<10:53:15, 2.60s/it] 25%|██▍ | 4913/20000 [6:16:43<15:16:29, 3.64s/it] 25%|██▍ | 4914/20000 [6:16:46<14:26:56, 3.45s/it] 25%|██▍ | 4915/20000 [6:16:56<23:06:31, 5.51s/it] 25%|██▍ | 4916/20000 [6:17:03<24:38:02, 5.88s/it] 25%|██▍ | 4917/20000 [6:17:09<24:39:17, 5.88s/it] 25%|██▍ | 4918/20000 [6:17:14<24:05:21, 5.75s/it] 25%|██▍ | 4919/20000 [6:17:20<23:20:05, 5.57s/it] 25%|██▍ | 4920/20000 [6:17:24<22:30:33, 5.37s/it] 25%|██▍ | 4921/20000 [6:17:29<21:34:25, 5.15s/it] 25%|██▍ | 4922/20000 [6:17:34<20:37:21, 4.92s/it] 25%|██▍ | 4923/20000 [6:17:38<19:47:19, 4.73s/it] 25%|██▍ | 4924/20000 [6:17:42<19:03:14, 4.55s/it] 25%|██▍ | 4925/20000 [6:17:46<18:18:55, 4.37s/it] 25%|██▍ | 4926/20000 [6:17:50<17:33:20, 4.19s/it] 25%|██▍ | 4927/20000 [6:17:53<16:52:00, 4.03s/it] 25%|██▍ | 4928/20000 [6:17:57<16:15:14, 3.88s/it] 25%|██▍ | 4929/20000 [6:18:00<15:34:03, 3.72s/it] 25%|██▍ | 4930/20000 [6:18:03<14:49:27, 3.54s/it] 25%|██▍ | 4931/20000 [6:18:06<14:03:48, 3.36s/it] 25%|██▍ | 4932/20000 [6:18:09<13:05:18, 3.13s/it] 25%|██▍ | 4933/20000 [6:18:11<11:31:13, 2.75s/it] 25%|██▍ | 4934/20000 [6:18:19<19:02:34, 4.55s/it] 25%|██▍ | 4935/20000 [6:18:26<21:29:03, 5.13s/it] 25%|██▍ | 4936/20000 [6:18:32<22:15:36, 5.32s/it] 25%|██▍ | 4937/20000 [6:18:37<22:14:27, 5.32s/it] 25%|██▍ | 4938/20000 [6:18:42<21:51:00, 5.22s/it] 25%|██▍ | 4939/20000 [6:18:47<21:16:46, 5.09s/it] 25%|██▍ | 4940/20000 [6:18:51<20:32:48, 4.91s/it] 25%|██▍ | 4941/20000 [6:18:56<19:54:13, 4.76s/it] 25%|██▍ | 4942/20000 [6:19:00<19:13:56, 4.60s/it] 25%|██▍ | 4943/20000 [6:19:04<18:37:09, 4.45s/it] 25%|██▍ | 4944/20000 [6:19:08<17:56:37, 4.29s/it] 25%|██▍ | 4945/20000 [6:19:12<17:20:19, 4.15s/it] 25%|██▍ | 4946/20000 [6:19:15<16:43:14, 4.00s/it] 25%|██▍ | 4947/20000 [6:19:19<16:06:41, 3.85s/it] 25%|██▍ | 4948/20000 [6:19:22<15:14:51, 3.65s/it] 25%|██▍ | 4949/20000 [6:19:25<14:29:47, 3.47s/it] 25%|██▍ | 4950/20000 [6:19:28<13:49:51, 3.31s/it] 25%|██▍ | 4951/20000 [6:19:31<12:59:56, 3.11s/it] 25%|██▍ | 4952/20000 [6:19:33<11:38:16, 2.78s/it] 25%|██▍ | 4953/20000 [6:19:41<19:06:08, 4.57s/it] 25%|██▍ | 4954/20000 [6:19:48<21:31:48, 5.15s/it] 25%|██▍ | 4955/20000 [6:19:54<22:34:38, 5.40s/it] 25%|██▍ | 4956/20000 [6:19:59<22:25:46, 5.37s/it] 25%|██▍ | 4957/20000 [6:20:04<21:41:05, 5.19s/it] 25%|██▍ | 4958/20000 [6:20:09<20:53:53, 5.00s/it] 25%|██▍ | 4959/20000 [6:20:13<20:06:08, 4.81s/it] 25%|██▍ | 4960/20000 [6:20:17<19:21:29, 4.63s/it] 25%|██▍ | 4961/20000 [6:20:21<18:55:26, 4.53s/it] 25%|██▍ | 4962/20000 [6:20:26<18:39:42, 4.47s/it] 25%|██▍ | 4963/20000 [6:20:30<17:48:01, 4.26s/it] 25%|██▍ | 4964/20000 [6:20:33<17:01:31, 4.08s/it] 25%|██▍ | 4965/20000 [6:20:37<16:18:40, 3.91s/it] 25%|██▍ | 4966/20000 [6:20:40<15:41:12, 3.76s/it] 25%|██▍ | 4967/20000 [6:20:43<14:59:35, 3.59s/it] 25%|██▍ | 4968/20000 [6:20:46<14:17:46, 3.42s/it] 25%|██▍ | 4969/20000 [6:20:49<13:33:57, 3.25s/it] 25%|██▍ | 4970/20000 [6:20:52<12:42:04, 3.04s/it] 25%|██▍ | 4971/20000 [6:20:54<11:18:56, 2.71s/it] 25%|██▍ | 4972/20000 [6:21:03<19:11:54, 4.60s/it] 25%|██▍ | 4973/20000 [6:21:09<21:28:17, 5.14s/it] 25%|██▍ | 4974/20000 [6:21:15<22:06:46, 5.30s/it] 25%|██▍ | 4975/20000 [6:21:20<22:00:59, 5.28s/it] 25%|██▍ | 4976/20000 [6:21:25<21:35:03, 5.17s/it] 25%|██▍ | 4977/20000 [6:21:30<21:01:36, 5.04s/it] 25%|██▍ | 4978/20000 [6:21:34<20:12:54, 4.84s/it] 25%|██▍ | 4979/20000 [6:21:38<19:23:44, 4.65s/it] 25%|██▍ | 4980/20000 [6:21:42<18:44:37, 4.49s/it] 25%|██▍ | 4981/20000 [6:21:46<18:04:32, 4.33s/it] 25%|██▍ | 4982/20000 [6:21:50<17:26:23, 4.18s/it] 25%|██▍ | 4983/20000 [6:21:54<16:48:13, 4.03s/it] 25%|██▍ | 4984/20000 [6:21:57<16:10:48, 3.88s/it] 25%|██▍ | 4985/20000 [6:22:01<15:36:35, 3.74s/it] 25%|██▍ | 4986/20000 [6:22:04<14:57:05, 3.59s/it] 25%|██▍ | 4987/20000 [6:22:07<14:15:01, 3.42s/it] 25%|██▍ | 4988/20000 [6:22:10<13:29:55, 3.24s/it] 25%|██▍ | 4989/20000 [6:22:12<12:36:03, 3.02s/it] 25%|██▍ | 4990/20000 [6:22:14<11:11:48, 2.69s/it] 25%|██▍ | 4991/20000 [6:22:20<14:54:20, 3.58s/it] 25%|██▍ | 4992/20000 [6:22:23<14:21:10, 3.44s/it] 25%|██▍ | 4993/20000 [6:22:33<22:59:03, 5.51s/it] 25%|██▍ | 4994/20000 [6:22:40<24:12:43, 5.81s/it] 25%|██▍ | 4995/20000 [6:22:46<24:02:23, 5.77s/it] 25%|██▍ | 4996/20000 [6:22:51<23:25:54, 5.62s/it] 25%|██▍ | 4997/20000 [6:22:56<22:43:51, 5.45s/it] 25%|██▍ | 4998/20000 [6:23:01<21:57:17, 5.27s/it] 25%|██▍ | 4999/20000 [6:23:05<21:02:30, 5.05s/it] 25%|██▌ | 5000/20000 [6:23:10<20:19:38, 4.88s/it] 25%|██▌ | 5000/20000 [6:23:10<20:19:38, 4.88s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09818430244922638, 'eval_wer': 0.08910057598582188, 'eval_runtime': 70.5517, 'eval_samples_per_second': 26.321, 'eval_steps_per_second': 1.106, 'epoch': 57.69} {'loss': 0.0187, 'learning_rate': 0.00038461538461538467, 'epoch': 64.1} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:28, 2.71it/s][A 4%|▍ | 3/78 [00:01<00:38, 1.94it/s][A 5%|▌ | 4/78 [00:02<00:43, 1.68it/s][A 6%|▋ | 5/78 [00:02<00:47, 1.52it/s][A 8%|▊ | 6/78 [00:03<00:53, 1.33it/s][A 9%|▉ | 7/78 [00:04<00:59, 1.19it/s][A 10%|█ | 8/78 [00:06<01:05, 1.07it/s][A 12%|█▏ | 9/78 [00:07<01:08, 1.00it/s][A 13%|█▎ | 10/78 [00:08<01:08, 1.00s/it][A 14%|█▍ | 11/78 [00:09<01:06, 1.01it/s][A 15%|█▌ | 12/78 [00:10<01:02, 1.06it/s][A 17%|█▋ | 13/78 [00:10<00:56, 1.15it/s][A 18%|█▊ | 14/78 [00:11<00:56, 1.14it/s][A 19%|█▉ | 15/78 [00:12<00:56, 1.11it/s][A 21%|██ | 16/78 [00:13<00:57, 1.08it/s][A 22%|██▏ | 17/78 [00:14<00:56, 1.09it/s][A 23%|██▎ | 18/78 [00:15<00:58, 1.02it/s][A 24%|██▍ | 19/78 [00:16<00:56, 1.05it/s][A 26%|██▌ | 20/78 [00:17<00:50, 1.14it/s][A 27%|██▋ | 21/78 [00:18<00:51, 1.11it/s][A 28%|██▊ | 22/78 [00:18<00:48, 1.16it/s][A 29%|██▉ | 23/78 [00:19<00:46, 1.19it/s][A 31%|███ | 24/78 [00:20<00:45, 1.18it/s][A 32%|███▏ | 25/78 [00:21<00:43, 1.21it/s][A 33%|███▎ | 26/78 [00:22<00:41, 1.25it/s][A 35%|███▍ | 27/78 [00:22<00:40, 1.27it/s][A 36%|███▌ | 28/78 [00:23<00:40, 1.24it/s][A 37%|███▋ | 29/78 [00:24<00:37, 1.31it/s][A 38%|███▊ | 30/78 [00:25<00:39, 1.22it/s][A 40%|███▉ | 31/78 [00:26<00:37, 1.26it/s][A 41%|████ | 32/78 [00:26<00:35, 1.28it/s][A 42%|████▏ | 33/78 [00:27<00:34, 1.29it/s][A 44%|████▎ | 34/78 [00:28<00:33, 1.33it/s][A 45%|████▍ | 35/78 [00:28<00:31, 1.36it/s][A 46%|████▌ | 36/78 [00:29<00:30, 1.36it/s][A 47%|████▋ | 37/78 [00:30<00:31, 1.31it/s][A 49%|████▊ | 38/78 [00:31<00:31, 1.27it/s][A 50%|█████ | 39/78 [00:32<00:34, 1.13it/s][A 51%|█████▏ | 40/78 [00:33<00:34, 1.11it/s][A 53%|█████▎ | 41/78 [00:34<00:36, 1.01it/s][A 54%|█████▍ | 42/78 [00:35<00:34, 1.06it/s][A 55%|█████▌ | 43/78 [00:36<00:33, 1.05it/s][A 56%|█████▋ | 44/78 [00:37<00:32, 1.06it/s][A 58%|█████▊ | 45/78 [00:38<00:30, 1.09it/s][A 59%|█████▉ | 46/78 [00:39<00:33, 1.06s/it][A 60%|██████ | 47/78 [00:40<00:29, 1.03it/s][A 62%|██████▏ | 48/78 [00:41<00:27, 1.10it/s][A 63%|██████▎ | 49/78 [00:41<00:24, 1.20it/s][A 64%|██████▍ | 50/78 [00:42<00:23, 1.22it/s][A 65%|██████▌ | 51/78 [00:43<00:20, 1.29it/s][A 67%|██████▋ | 52/78 [00:43<00:19, 1.31it/s][A 68%|██████▊ | 53/78 [00:44<00:19, 1.32it/s][A 69%|██████▉ | 54/78 [00:45<00:19, 1.24it/s][A 71%|███████ | 55/78 [00:46<00:19, 1.21it/s][A 72%|███████▏ | 56/78 [00:47<00:18, 1.19it/s][A 73%|███████▎ | 57/78 [00:48<00:20, 1.02it/s][A 74%|███████▍ | 58/78 [00:49<00:19, 1.02it/s][A 76%|███████▌ | 59/78 [00:50<00:18, 1.00it/s][A 77%|███████▋ | 60/78 [00:51<00:17, 1.05it/s][A 78%|███████▊ | 61/78 [00:52<00:15, 1.08it/s][A 79%|███████▉ | 62/78 [00:53<00:14, 1.10it/s][A 81%|████████ | 63/78 [00:54<00:13, 1.10it/s][A 82%|████████▏ | 64/78 [00:55<00:12, 1.10it/s][A 83%|████████▎ | 65/78 [00:55<00:11, 1.11it/s][A 85%|████████▍ | 66/78 [00:56<00:10, 1.15it/s][A 86%|████████▌ | 67/78 [00:57<00:09, 1.14it/s][A 87%|████████▋ | 68/78 [00:58<00:08, 1.15it/s][A 88%|████████▊ | 69/78 [00:59<00:07, 1.17it/s][A 90%|████████▉ | 70/78 [01:00<00:07, 1.11it/s][A 91%|█████████ | 71/78 [01:01<00:06, 1.16it/s][A 92%|█████████▏| 72/78 [01:01<00:05, 1.18it/s][A 94%|█████████▎| 73/78 [01:02<00:04, 1.15it/s][A 95%|█████████▍| 74/78 [01:03<00:03, 1.16it/s][A 96%|█████████▌| 75/78 [01:04<00:02, 1.16it/s][A 97%|█████████▋| 76/78 [01:05<00:01, 1.16it/s][A 99%|█████████▊| 77/78 [01:06<00:00, 1.20it/s][A 100%|██████████| 78/78 [01:06<00:00, 1.51it/s][A [A 25%|██▌ | 5000/20000 [6:24:19<20:19:38, 4.88s/it] 100%|██████████| 78/78 [01:08<00:00, 1.51it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-5000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-5000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-5000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-5000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-4500] due to args.save_total_limit 25%|██▌ | 5001/20000 [6:24:36<121:32:56, 29.17s/it] 25%|██▌ | 5002/20000 [6:24:40<89:57:47, 21.59s/it] 25%|██▌ | 5003/20000 [6:24:43<67:38:08, 16.24s/it] 25%|██▌ | 5004/20000 [6:24:47<51:51:29, 12.45s/it] 25%|██▌ | 5005/20000 [6:24:50<40:41:12, 9.77s/it] 25%|██▌ | 5006/20000 [6:24:54<32:35:14, 7.82s/it] 25%|██▌ | 5007/20000 [6:24:57<26:45:27, 6.42s/it] 25%|██▌ | 5008/20000 [6:25:00<22:27:30, 5.39s/it] 25%|██▌ | 5009/20000 [6:25:03<19:11:46, 4.61s/it] 25%|██▌ | 5010/20000 [6:25:05<16:33:54, 3.98s/it] 25%|██▌ | 5011/20000 [6:25:07<13:56:56, 3.35s/it] 25%|██▌ | 5012/20000 [6:25:16<20:29:56, 4.92s/it] 25%|██▌ | 5013/20000 [6:25:22<22:17:33, 5.35s/it] 25%|██▌ | 5014/20000 [6:25:28<22:38:22, 5.44s/it] 25%|██▌ | 5015/20000 [6:25:33<22:19:28, 5.36s/it] 25%|██▌ | 5016/20000 [6:25:38<21:55:30, 5.27s/it] 25%|██▌ | 5017/20000 [6:25:43<21:24:15, 5.14s/it] 25%|██▌ | 5018/20000 [6:25:47<20:42:40, 4.98s/it] 25%|██▌ | 5019/20000 [6:25:52<20:07:17, 4.84s/it] 25%|██▌ | 5020/20000 [6:25:56<19:27:50, 4.68s/it] 25%|██▌ | 5021/20000 [6:26:00<18:33:42, 4.46s/it] 25%|██▌ | 5022/20000 [6:26:04<17:56:50, 4.31s/it] 25%|██▌ | 5023/20000 [6:26:08<17:19:14, 4.16s/it] 25%|██▌ | 5024/20000 [6:26:11<16:38:57, 4.00s/it] 25%|██▌ | 5025/20000 [6:26:15<16:02:13, 3.86s/it] 25%|██▌ | 5026/20000 [6:26:18<15:19:24, 3.68s/it] 25%|██▌ | 5027/20000 [6:26:21<14:37:22, 3.52s/it] 25%|██▌ | 5028/20000 [6:26:24<13:52:18, 3.34s/it] 25%|██▌ | 5029/20000 [6:26:27<12:55:43, 3.11s/it] 25%|██▌ | 5030/20000 [6:26:29<11:29:17, 2.76s/it] 25%|██▌ | 5031/20000 [6:26:37<18:34:59, 4.47s/it] 25%|██▌ | 5032/20000 [6:26:44<21:03:33, 5.07s/it] 25%|██▌ | 5033/20000 [6:26:50<22:03:04, 5.30s/it] 25%|██▌ | 5034/20000 [6:26:55<22:34:45, 5.43s/it] 25%|██▌ | 5035/20000 [6:27:00<22:11:27, 5.34s/it] 25%|██▌ | 5036/20000 [6:27:05<21:32:11, 5.18s/it] 25%|██▌ | 5037/20000 [6:27:10<20:39:43, 4.97s/it] 25%|██▌ | 5038/20000 [6:27:14<19:46:45, 4.76s/it] 25%|██▌ | 5039/20000 [6:27:18<18:58:45, 4.57s/it] 25%|██▌ | 5040/20000 [6:27:22<18:14:29, 4.39s/it] 25%|██▌ | 5041/20000 [6:27:26<17:34:37, 4.23s/it] 25%|██▌ | 5042/20000 [6:27:30<17:02:37, 4.10s/it] 25%|██▌ | 5043/20000 [6:27:33<16:27:18, 3.96s/it] 25%|██▌ | 5044/20000 [6:27:37<15:53:52, 3.83s/it] 25%|██▌ | 5045/20000 [6:27:40<15:08:47, 3.65s/it] 25%|██▌ | 5046/20000 [6:27:43<14:29:17, 3.49s/it] 25%|██▌ | 5047/20000 [6:27:46<13:41:03, 3.29s/it] 25%|██▌ | 5048/20000 [6:27:49<12:48:05, 3.08s/it] 25%|██▌ | 5049/20000 [6:27:51<11:17:43, 2.72s/it] 25%|██▌ | 5050/20000 [6:28:00<20:06:51, 4.84s/it] 25%|██▌ | 5051/20000 [6:28:07<22:37:46, 5.45s/it] 25%|██▌ | 5052/20000 [6:28:13<23:30:22, 5.66s/it] 25%|██▌ | 5053/20000 [6:28:19<23:19:51, 5.62s/it] 25%|██▌ | 5054/20000 [6:28:24<22:48:25, 5.49s/it] 25%|██▌ | 5055/20000 [6:28:29<22:19:00, 5.38s/it] 25%|██▌ | 5056/20000 [6:28:34<21:33:11, 5.19s/it] 25%|██▌ | 5057/20000 [6:28:38<20:19:31, 4.90s/it] 25%|██▌ | 5058/20000 [6:28:42<19:17:24, 4.65s/it] 25%|██▌ | 5059/20000 [6:28:46<18:22:40, 4.43s/it] 25%|██▌ | 5060/20000 [6:28:50<17:33:57, 4.23s/it] 25%|██▌ | 5061/20000 [6:28:54<16:49:23, 4.05s/it] 25%|██▌ | 5062/20000 [6:28:57<16:08:19, 3.89s/it] 25%|██▌ | 5063/20000 [6:29:00<15:32:44, 3.75s/it] 25%|██▌ | 5064/20000 [6:29:04<14:49:59, 3.58s/it] 25%|██▌ | 5065/20000 [6:29:07<14:09:00, 3.41s/it] 25%|██▌ | 5066/20000 [6:29:09<13:24:49, 3.23s/it] 25%|██▌ | 5067/20000 [6:29:12<12:32:19, 3.02s/it] 25%|██▌ | 5068/20000 [6:29:14<11:05:06, 2.67s/it] 25%|██▌ | 5069/20000 [6:29:20<15:13:52, 3.67s/it] 25%|██▌ | 5070/20000 [6:29:23<14:15:14, 3.44s/it] 25%|██▌ | 5071/20000 [6:29:32<21:52:58, 5.28s/it] 25%|██▌ | 5072/20000 [6:29:39<23:10:36, 5.59s/it] 25%|██▌ | 5073/20000 [6:29:44<23:14:52, 5.61s/it] 25%|██▌ | 5074/20000 [6:29:50<22:45:26, 5.49s/it] 25%|██▌ | 5075/20000 [6:29:54<22:01:53, 5.31s/it] 25%|██▌ | 5076/20000 [6:29:59<21:15:03, 5.13s/it] 25%|██▌ | 5077/20000 [6:30:04<20:22:42, 4.92s/it] 25%|██▌ | 5078/20000 [6:30:08<19:33:14, 4.72s/it] 25%|██▌ | 5079/20000 [6:30:12<18:49:18, 4.54s/it] 25%|██▌ | 5080/20000 [6:30:16<18:08:21, 4.38s/it] 25%|██▌ | 5081/20000 [6:30:20<17:27:40, 4.21s/it] 25%|██▌ | 5082/20000 [6:30:23<16:47:24, 4.05s/it] 25%|██▌ | 5083/20000 [6:30:27<16:09:02, 3.90s/it] 25%|██▌ | 5084/20000 [6:30:30<15:34:27, 3.76s/it] 25%|██▌ | 5085/20000 [6:30:33<14:40:12, 3.54s/it] 25%|██▌ | 5086/20000 [6:30:36<14:01:46, 3.39s/it] 25%|██▌ | 5087/20000 [6:30:39<13:27:51, 3.25s/it] 25%|██▌ | 5088/20000 [6:30:42<12:42:39, 3.07s/it] 25%|██▌ | 5089/20000 [6:30:44<11:23:53, 2.75s/it] 25%|██▌ | 5090/20000 [6:30:53<19:23:36, 4.68s/it] 25%|██▌ | 5091/20000 [6:31:00<22:14:27, 5.37s/it] 25%|██▌ | 5092/20000 [6:31:06<22:36:08, 5.46s/it] 25%|██▌ | 5093/20000 [6:31:11<22:16:58, 5.38s/it] 25%|██▌ | 5094/20000 [6:31:16<21:39:55, 5.23s/it] 25%|██▌ | 5095/20000 [6:31:21<20:56:12, 5.06s/it] 25%|██▌ | 5096/20000 [6:31:25<20:07:08, 4.86s/it] 25%|██▌ | 5097/20000 [6:31:29<19:16:34, 4.66s/it] 25%|██▌ | 5098/20000 [6:31:33<18:30:48, 4.47s/it] 25%|██▌ | 5099/20000 [6:31:37<17:45:59, 4.29s/it] 26%|██▌ | 5100/20000 [6:31:41<16:52:41, 4.08s/it] 26%|██▌ | 5101/20000 [6:31:44<16:17:59, 3.94s/it] 26%|██▌ | 5102/20000 [6:31:48<15:45:36, 3.81s/it] 26%|██▌ | 5103/20000 [6:31:51<15:11:10, 3.67s/it] 26%|██▌ | 5104/20000 [6:31:54<14:31:37, 3.51s/it] 26%|██▌ | 5105/20000 [6:31:57<13:51:05, 3.35s/it] 26%|██▌ | 5106/20000 [6:32:00<13:07:34, 3.17s/it] 26%|██▌ | 5107/20000 [6:32:02<12:13:25, 2.95s/it] 26%|██▌ | 5108/20000 [6:32:04<10:46:03, 2.60s/it] 26%|██▌ | 5109/20000 [6:32:13<18:38:49, 4.51s/it] 26%|██▌ | 5110/20000 [6:32:19<20:41:00, 5.00s/it] 26%|██▌ | 5111/20000 [6:32:25<21:23:59, 5.17s/it] 26%|██▌ | 5112/20000 [6:32:30<21:19:53, 5.16s/it] 26%|██▌ | 5113/20000 [6:32:35<20:58:50, 5.07s/it] 26%|██▌ | 5114/20000 [6:32:40<20:28:44, 4.95s/it] 26%|██▌ | 5115/20000 [6:32:44<19:45:58, 4.78s/it] 26%|██▌ | 5116/20000 [6:32:48<19:04:24, 4.61s/it] 26%|██▌ | 5117/20000 [6:32:52<18:30:24, 4.48s/it] 26%|██▌ | 5118/20000 [6:32:56<17:49:17, 4.31s/it] 26%|██▌ | 5119/20000 [6:33:00<17:08:02, 4.15s/it] 26%|██▌ | 5120/20000 [6:33:04<16:28:15, 3.98s/it] 26%|██▌ | 5121/20000 [6:33:07<15:51:18, 3.84s/it] 26%|██▌ | 5122/20000 [6:33:10<15:15:34, 3.69s/it] 26%|██▌ | 5123/20000 [6:33:14<14:38:03, 3.54s/it] 26%|██▌ | 5124/20000 [6:33:17<14:05:39, 3.41s/it] 26%|██▌ | 5125/20000 [6:33:20<13:33:31, 3.28s/it] 26%|██▌ | 5126/20000 [6:33:22<12:51:57, 3.11s/it] 26%|██▌ | 5127/20000 [6:33:25<11:31:36, 2.79s/it] 26%|██▌ | 5128/20000 [6:33:33<18:57:51, 4.59s/it] 26%|██▌ | 5129/20000 [6:33:40<21:30:44, 5.21s/it] 26%|██▌ | 5130/20000 [6:33:45<21:54:42, 5.30s/it] 26%|██▌ | 5131/20000 [6:33:51<21:41:47, 5.25s/it] 26%|██▌ | 5132/20000 [6:33:55<21:02:20, 5.09s/it] 26%|██▌ | 5133/20000 [6:34:00<20:30:43, 4.97s/it] 26%|██▌ | 5134/20000 [6:34:04<19:45:45, 4.79s/it] 26%|██▌ | 5135/20000 [6:34:09<19:00:55, 4.61s/it] 26%|██▌ | 5136/20000 [6:34:13<18:20:38, 4.44s/it] 26%|██▌ | 5137/20000 [6:34:17<17:41:19, 4.28s/it] 26%|██▌ | 5138/20000 [6:34:20<17:03:39, 4.13s/it] 26%|██▌ | 5139/20000 [6:34:24<16:29:38, 4.00s/it] 26%|██▌ | 5140/20000 [6:34:28<16:06:04, 3.90s/it] 26%|██▌ | 5141/20000 [6:34:31<15:36:28, 3.78s/it] 26%|██▌ | 5142/20000 [6:34:34<15:02:36, 3.64s/it] 26%|██▌ | 5143/20000 [6:34:38<14:26:02, 3.50s/it] 26%|██▌ | 5144/20000 [6:34:41<13:40:58, 3.32s/it] 26%|██▌ | 5145/20000 [6:34:43<12:45:43, 3.09s/it] 26%|██▌ | 5146/20000 [6:34:45<11:17:03, 2.73s/it] 26%|██▌ | 5147/20000 [6:34:51<14:47:35, 3.59s/it] 26%|██▌ | 5148/20000 [6:34:54<14:00:49, 3.40s/it] 26%|██▌ | 5149/20000 [6:35:03<21:40:01, 5.25s/it] 26%|██▌ | 5150/20000 [6:35:09<22:54:53, 5.56s/it] 26%|██▌ | 5151/20000 [6:35:15<22:59:30, 5.57s/it] 26%|██▌ | 5152/20000 [6:35:20<22:28:14, 5.45s/it] 26%|██▌ | 5153/20000 [6:35:25<21:42:54, 5.27s/it] 26%|██▌ | 5154/20000 [6:35:30<20:50:31, 5.05s/it] 26%|██▌ | 5155/20000 [6:35:34<19:54:48, 4.83s/it] 26%|██▌ | 5156/20000 [6:35:38<19:05:56, 4.63s/it] 26%|██▌ | 5157/20000 [6:35:42<18:23:32, 4.46s/it] 26%|██▌ | 5158/20000 [6:35:46<17:41:58, 4.29s/it] 26%|██▌ | 5159/20000 [6:35:50<17:02:50, 4.14s/it] 26%|██▌ | 5160/20000 [6:35:53<16:24:48, 3.98s/it] 26%|██▌ | 5161/20000 [6:35:57<15:47:28, 3.83s/it] 26%|██▌ | 5162/20000 [6:36:00<15:13:48, 3.70s/it] 26%|██▌ | 5163/20000 [6:36:03<14:31:28, 3.52s/it] 26%|██▌ | 5164/20000 [6:36:06<13:44:56, 3.34s/it] 26%|██▌ | 5165/20000 [6:36:09<12:57:45, 3.15s/it] 26%|██▌ | 5166/20000 [6:36:11<12:07:07, 2.94s/it] 26%|██▌ | 5167/20000 [6:36:13<10:47:09, 2.62s/it] 26%|██▌ | 5168/20000 [6:36:22<17:59:19, 4.37s/it] 26%|██▌ | 5169/20000 [6:36:28<20:07:21, 4.88s/it] 26%|██▌ | 5170/20000 [6:36:33<20:48:43, 5.05s/it] 26%|██▌ | 5171/20000 [6:36:38<20:49:49, 5.06s/it] 26%|██▌ | 5172/20000 [6:36:43<20:30:57, 4.98s/it] 26%|██▌ | 5173/20000 [6:36:48<20:02:59, 4.87s/it] 26%|██▌ | 5174/20000 [6:36:52<19:22:47, 4.71s/it] 26%|██▌ | 5175/20000 [6:36:56<18:45:38, 4.56s/it] 26%|██▌ | 5176/20000 [6:37:00<18:08:27, 4.41s/it] 26%|██▌ | 5177/20000 [6:37:04<17:31:58, 4.26s/it] 26%|██▌ | 5178/20000 [6:37:08<16:54:48, 4.11s/it] 26%|██▌ | 5179/20000 [6:37:12<16:17:54, 3.96s/it] 26%|██▌ | 5180/20000 [6:37:15<15:36:28, 3.79s/it] 26%|██▌ | 5181/20000 [6:37:18<15:08:19, 3.68s/it] 26%|██▌ | 5182/20000 [6:37:22<14:35:10, 3.54s/it] 26%|██▌ | 5183/20000 [6:37:25<13:59:01, 3.40s/it] 26%|██▌ | 5184/20000 [6:37:28<13:17:16, 3.23s/it] 26%|██▌ | 5185/20000 [6:37:30<12:27:10, 3.03s/it] 26%|██▌ | 5186/20000 [6:37:32<11:06:17, 2.70s/it] 26%|██▌ | 5187/20000 [6:37:41<18:25:04, 4.48s/it] 26%|██▌ | 5188/20000 [6:37:47<20:53:20, 5.08s/it] 26%|██▌ | 5189/20000 [6:37:53<21:40:27, 5.27s/it] 26%|██▌ | 5190/20000 [6:37:58<21:40:35, 5.27s/it] 26%|██▌ | 5191/20000 [6:38:03<21:14:36, 5.16s/it] 26%|██▌ | 5192/20000 [6:38:08<20:43:17, 5.04s/it] 26%|██▌ | 5193/20000 [6:38:12<20:03:16, 4.88s/it] 26%|██▌ | 5194/20000 [6:38:17<19:21:26, 4.71s/it] 26%|██▌ | 5195/20000 [6:38:21<18:38:17, 4.53s/it] 26%|██▌ | 5196/20000 [6:38:25<17:48:24, 4.33s/it] 26%|██▌ | 5197/20000 [6:38:28<16:58:43, 4.13s/it] 26%|██▌ | 5198/20000 [6:38:32<16:17:33, 3.96s/it] 26%|██▌ | 5199/20000 [6:38:35<15:45:31, 3.83s/it] 26%|██▌ | 5200/20000 [6:38:39<15:11:16, 3.69s/it] 26%|██▌ | 5201/20000 [6:38:42<14:30:53, 3.53s/it] 26%|██▌ | 5202/20000 [6:38:45<13:51:21, 3.37s/it] 26%|██▌ | 5203/20000 [6:38:48<13:23:42, 3.26s/it] 26%|██▌ | 5204/20000 [6:38:50<12:29:06, 3.04s/it] 26%|██▌ | 5205/20000 [6:38:52<11:00:42, 2.68s/it] 26%|██▌ | 5206/20000 [6:39:01<18:12:13, 4.43s/it] 26%|██▌ | 5207/20000 [6:39:08<21:13:10, 5.16s/it] 26%|██▌ | 5208/20000 [6:39:14<22:19:42, 5.43s/it] 26%|██▌ | 5209/20000 [6:39:19<22:24:04, 5.45s/it] 26%|██▌ | 5210/20000 [6:39:24<21:57:32, 5.34s/it] 26%|██▌ | 5211/20000 [6:39:29<21:28:59, 5.23s/it] 26%|██▌ | 5212/20000 [6:39:34<20:46:30, 5.06s/it] 26%|██▌ | 5213/20000 [6:39:38<19:56:40, 4.86s/it] 26%|██▌ | 5214/20000 [6:39:43<19:19:04, 4.70s/it] 26%|██▌ | 5215/20000 [6:39:47<18:38:35, 4.54s/it] 26%|██▌ | 5216/20000 [6:39:51<18:00:27, 4.38s/it] 26%|██▌ | 5217/20000 [6:39:55<17:26:43, 4.25s/it] 26%|██▌ | 5218/20000 [6:39:59<16:51:24, 4.11s/it] 26%|██▌ | 5219/20000 [6:40:02<16:18:56, 3.97s/it] 26%|██▌ | 5220/20000 [6:40:06<15:37:52, 3.81s/it] 26%|██▌ | 5221/20000 [6:40:09<14:49:38, 3.61s/it] 26%|██▌ | 5222/20000 [6:40:12<14:06:17, 3.44s/it] 26%|██▌ | 5223/20000 [6:40:15<13:26:32, 3.27s/it] 26%|██▌ | 5224/20000 [6:40:17<12:00:44, 2.93s/it] 26%|██▌ | 5225/20000 [6:40:23<16:05:31, 3.92s/it] 26%|██▌ | 5226/20000 [6:40:26<14:49:26, 3.61s/it] 26%|██▌ | 5227/20000 [6:40:36<22:38:33, 5.52s/it] 26%|██▌ | 5228/20000 [6:40:42<23:54:11, 5.83s/it] 26%|██▌ | 5229/20000 [6:40:48<24:00:25, 5.85s/it] 26%|██▌ | 5230/20000 [6:40:54<23:39:01, 5.76s/it] 26%|██▌ | 5231/20000 [6:40:59<22:51:37, 5.57s/it] 26%|██▌ | 5232/20000 [6:41:04<22:05:51, 5.39s/it] 26%|██▌ | 5233/20000 [6:41:09<21:06:23, 5.15s/it] 26%|██▌ | 5234/20000 [6:41:13<20:29:58, 5.00s/it] 26%|██▌ | 5235/20000 [6:41:18<19:40:22, 4.80s/it] 26%|██▌ | 5236/20000 [6:41:22<18:49:01, 4.59s/it] 26%|██▌ | 5237/20000 [6:41:26<18:07:52, 4.42s/it] 26%|██▌ | 5238/20000 [6:41:29<17:22:47, 4.24s/it] 26%|██▌ | 5239/20000 [6:41:33<16:39:07, 4.06s/it] 26%|██▌ | 5240/20000 [6:41:37<16:03:23, 3.92s/it] 26%|██▌ | 5241/20000 [6:41:40<15:21:23, 3.75s/it] 26%|██▌ | 5242/20000 [6:41:43<14:40:34, 3.58s/it] 26%|██▌ | 5243/20000 [6:41:46<13:54:34, 3.39s/it] 26%|██▌ | 5244/20000 [6:41:49<12:58:57, 3.17s/it] 26%|██▌ | 5245/20000 [6:41:51<11:28:08, 2.80s/it] 26%|██▌ | 5246/20000 [6:42:00<19:28:28, 4.75s/it] 26%|██▌ | 5247/20000 [6:42:07<21:55:10, 5.35s/it] 26%|██▌ | 5248/20000 [6:42:13<22:46:41, 5.56s/it] 26%|██▌ | 5249/20000 [6:42:18<22:16:51, 5.44s/it] 26%|██▋ | 5250/20000 [6:42:23<21:43:22, 5.30s/it] 26%|██▋ | 5251/20000 [6:42:28<21:03:22, 5.14s/it] 26%|██▋ | 5252/20000 [6:42:32<20:16:37, 4.95s/it] 26%|██▋ | 5253/20000 [6:42:37<19:24:18, 4.74s/it] 26%|██▋ | 5254/20000 [6:42:41<18:37:20, 4.55s/it] 26%|██▋ | 5255/20000 [6:42:45<17:59:08, 4.39s/it] 26%|██▋ | 5256/20000 [6:42:49<17:22:41, 4.24s/it] 26%|██▋ | 5257/20000 [6:42:52<16:45:05, 4.09s/it] 26%|██▋ | 5258/20000 [6:42:56<16:03:24, 3.92s/it] 26%|██▋ | 5259/20000 [6:42:59<15:22:06, 3.75s/it] 26%|██▋ | 5260/20000 [6:43:02<14:39:29, 3.58s/it] 26%|██▋ | 5261/20000 [6:43:05<14:02:37, 3.43s/it] 26%|██▋ | 5262/20000 [6:43:08<13:22:35, 3.27s/it] 26%|██▋ | 5263/20000 [6:43:11<12:35:27, 3.08s/it] 26%|██▋ | 5264/20000 [6:43:13<11:09:42, 2.73s/it] 26%|██▋ | 5265/20000 [6:43:22<18:26:43, 4.51s/it] 26%|██▋ | 5266/20000 [6:43:28<20:37:29, 5.04s/it] 26%|██▋ | 5267/20000 [6:43:34<21:29:00, 5.25s/it] 26%|██▋ | 5268/20000 [6:43:39<21:37:34, 5.28s/it] 26%|██▋ | 5269/20000 [6:43:44<21:18:35, 5.21s/it] 26%|██▋ | 5270/20000 [6:43:49<20:47:09, 5.08s/it] 26%|██▋ | 5271/20000 [6:43:53<19:56:30, 4.87s/it] 26%|██▋ | 5272/20000 [6:43:57<19:12:50, 4.70s/it] 26%|██▋ | 5273/20000 [6:44:02<18:30:04, 4.52s/it] 26%|██▋ | 5274/20000 [6:44:05<17:39:10, 4.32s/it] 26%|██▋ | 5275/20000 [6:44:09<16:57:31, 4.15s/it] 26%|██▋ | 5276/20000 [6:44:13<16:18:41, 3.99s/it] 26%|██▋ | 5277/20000 [6:44:16<15:59:16, 3.91s/it] 26%|██▋ | 5278/20000 [6:44:20<15:39:53, 3.83s/it] 26%|██▋ | 5279/20000 [6:44:24<15:08:10, 3.70s/it] 26%|██▋ | 5280/20000 [6:44:27<14:36:02, 3.57s/it] 26%|██▋ | 5281/20000 [6:44:30<13:51:35, 3.39s/it] 26%|██▋ | 5282/20000 [6:44:32<13:00:46, 3.18s/it] 26%|██▋ | 5283/20000 [6:44:34<11:33:32, 2.83s/it] 26%|██▋ | 5284/20000 [6:44:44<19:22:39, 4.74s/it] 26%|██▋ | 5285/20000 [6:44:50<21:26:12, 5.24s/it] 26%|██▋ | 5286/20000 [6:44:56<22:03:23, 5.40s/it] 26%|██▋ | 5287/20000 [6:45:01<21:51:34, 5.35s/it] 26%|██▋ | 5288/20000 [6:45:06<21:19:12, 5.22s/it] 26%|██▋ | 5289/20000 [6:45:11<20:36:03, 5.04s/it] 26%|██▋ | 5290/20000 [6:45:15<19:44:02, 4.83s/it] 26%|██▋ | 5291/20000 [6:45:19<19:05:27, 4.67s/it] 26%|██▋ | 5292/20000 [6:45:23<18:27:37, 4.52s/it] 26%|██▋ | 5293/20000 [6:45:27<17:56:23, 4.39s/it] 26%|██▋ | 5294/20000 [6:45:31<17:19:18, 4.24s/it] 26%|██▋ | 5295/20000 [6:45:35<16:35:08, 4.06s/it] 26%|██▋ | 5296/20000 [6:45:39<16:00:04, 3.92s/it] 26%|██▋ | 5297/20000 [6:45:42<15:25:58, 3.78s/it] 26%|██▋ | 5298/20000 [6:45:45<14:47:23, 3.62s/it] 26%|██▋ | 5299/20000 [6:45:48<14:06:51, 3.46s/it] 26%|██▋ | 5300/20000 [6:45:51<13:23:59, 3.28s/it] 27%|██▋ | 5301/20000 [6:45:54<12:29:54, 3.06s/it] 27%|██▋ | 5302/20000 [6:45:56<11:02:45, 2.71s/it] 27%|██▋ | 5303/20000 [6:46:01<14:40:07, 3.59s/it] 27%|██▋ | 5304/20000 [6:46:04<13:55:53, 3.41s/it] 27%|██▋ | 5305/20000 [6:46:14<22:06:01, 5.41s/it] 27%|██▋ | 5306/20000 [6:46:21<23:11:04, 5.68s/it] 27%|██▋ | 5307/20000 [6:46:27<23:25:45, 5.74s/it] 27%|██▋ | 5308/20000 [6:46:32<22:49:47, 5.59s/it] 27%|██▋ | 5309/20000 [6:46:37<22:03:53, 5.41s/it] 27%|██▋ | 5310/20000 [6:46:41<21:08:54, 5.18s/it] 27%|██▋ | 5311/20000 [6:46:46<20:03:33, 4.92s/it] 27%|██▋ | 5312/20000 [6:46:50<19:16:30, 4.72s/it] 27%|██▋ | 5313/20000 [6:46:54<18:32:13, 4.54s/it] 27%|██▋ | 5314/20000 [6:46:58<17:46:00, 4.36s/it] 27%|██▋ | 5315/20000 [6:47:02<17:06:23, 4.19s/it] 27%|██▋ | 5316/20000 [6:47:06<16:23:35, 4.02s/it] 27%|██▋ | 5317/20000 [6:47:09<15:51:26, 3.89s/it] 27%|██▋ | 5318/20000 [6:47:13<15:25:07, 3.78s/it] 27%|██▋ | 5319/20000 [6:47:16<14:44:59, 3.62s/it] 27%|██▋ | 5320/20000 [6:47:19<14:02:12, 3.44s/it] 27%|██▋ | 5321/20000 [6:47:22<13:21:07, 3.27s/it] 27%|██▋ | 5322/20000 [6:47:24<12:25:00, 3.05s/it] 27%|██▋ | 5323/20000 [6:47:26<10:54:07, 2.67s/it] 27%|██▋ | 5324/20000 [6:47:35<18:05:00, 4.44s/it] 27%|██▋ | 5325/20000 [6:47:41<20:30:34, 5.03s/it] 27%|██▋ | 5326/20000 [6:47:47<21:23:48, 5.25s/it] 27%|██▋ | 5327/20000 [6:47:52<21:23:16, 5.25s/it] 27%|██▋ | 5328/20000 [6:47:57<20:57:30, 5.14s/it] 27%|██▋ | 5329/20000 [6:48:02<20:26:15, 5.02s/it] 27%|██▋ | 5330/20000 [6:48:06<19:45:13, 4.85s/it] 27%|██▋ | 5331/20000 [6:48:10<19:04:38, 4.68s/it] 27%|██▋ | 5332/20000 [6:48:15<18:22:22, 4.51s/it] 27%|██▋ | 5333/20000 [6:48:19<17:51:05, 4.38s/it] 27%|██▋ | 5334/20000 [6:48:23<17:17:14, 4.24s/it] 27%|██▋ | 5335/20000 [6:48:26<16:45:54, 4.12s/it] 27%|██▋ | 5336/20000 [6:48:30<16:05:29, 3.95s/it] 27%|██▋ | 5337/20000 [6:48:33<15:21:12, 3.77s/it] 27%|██▋ | 5338/20000 [6:48:37<14:56:19, 3.67s/it] 27%|██▋ | 5339/20000 [6:48:40<14:33:10, 3.57s/it] 27%|██▋ | 5340/20000 [6:48:43<14:01:15, 3.44s/it] 27%|██▋ | 5341/20000 [6:48:46<13:17:18, 3.26s/it] 27%|██▋ | 5342/20000 [6:48:48<11:52:57, 2.92s/it] 27%|██▋ | 5343/20000 [6:48:57<19:39:15, 4.83s/it] 27%|██▋ | 5344/20000 [6:49:04<21:36:15, 5.31s/it] 27%|██▋ | 5345/20000 [6:49:09<22:00:10, 5.41s/it] 27%|██▋ | 5346/20000 [6:49:15<21:51:43, 5.37s/it] 27%|██▋ | 5347/20000 [6:49:20<21:18:34, 5.24s/it] 27%|██▋ | 5348/20000 [6:49:24<20:41:51, 5.09s/it] 27%|██▋ | 5349/20000 [6:49:29<19:55:43, 4.90s/it] 27%|██▋ | 5350/20000 [6:49:33<19:12:21, 4.72s/it] 27%|██▋ | 5351/20000 [6:49:37<18:32:09, 4.56s/it] 27%|██▋ | 5352/20000 [6:49:41<17:45:00, 4.36s/it] 27%|██▋ | 5353/20000 [6:49:45<16:57:38, 4.17s/it] 27%|██▋ | 5354/20000 [6:49:49<16:11:43, 3.98s/it] 27%|██▋ | 5355/20000 [6:49:52<15:34:03, 3.83s/it] 27%|██▋ | 5356/20000 [6:49:55<15:04:58, 3.71s/it] 27%|██▋ | 5357/20000 [6:49:59<14:40:04, 3.61s/it] 27%|██▋ | 5358/20000 [6:50:02<13:59:34, 3.44s/it] 27%|██▋ | 5359/20000 [6:50:05<13:13:14, 3.25s/it] 27%|██▋ | 5360/20000 [6:50:07<12:14:12, 3.01s/it] 27%|██▋ | 5361/20000 [6:50:09<10:48:33, 2.66s/it] 27%|██▋ | 5362/20000 [6:50:18<18:10:39, 4.47s/it] 27%|██▋ | 5363/20000 [6:50:24<20:22:25, 5.01s/it] 27%|██▋ | 5364/20000 [6:50:30<21:09:44, 5.21s/it] 27%|██▋ | 5365/20000 [6:50:35<21:46:11, 5.36s/it] 27%|██▋ | 5366/20000 [6:50:40<21:18:17, 5.24s/it] 27%|██▋ | 5367/20000 [6:50:45<20:47:45, 5.12s/it] 27%|██▋ | 5368/20000 [6:50:50<20:03:21, 4.93s/it] 27%|██▋ | 5369/20000 [6:50:54<19:14:27, 4.73s/it] 27%|██▋ | 5370/20000 [6:50:58<18:22:25, 4.52s/it] 27%|██▋ | 5371/20000 [6:51:02<17:48:52, 4.38s/it] 27%|██▋ | 5372/20000 [6:51:06<17:06:14, 4.21s/it] 27%|██▋ | 5373/20000 [6:51:09<16:24:49, 4.04s/it] 27%|██▋ | 5374/20000 [6:51:13<15:46:26, 3.88s/it] 27%|██▋ | 5375/20000 [6:51:16<15:11:51, 3.74s/it] 27%|██▋ | 5376/20000 [6:51:20<14:31:07, 3.57s/it] 27%|██▋ | 5377/20000 [6:51:23<13:54:48, 3.43s/it] 27%|██▋ | 5378/20000 [6:51:25<13:12:33, 3.25s/it] 27%|██▋ | 5379/20000 [6:51:28<12:21:33, 3.04s/it] 27%|██▋ | 5380/20000 [6:51:30<11:06:59, 2.74s/it] 27%|██▋ | 5381/20000 [6:51:36<14:29:56, 3.57s/it] 27%|██▋ | 5382/20000 [6:51:38<13:43:22, 3.38s/it] 27%|██▋ | 5383/20000 [6:51:48<21:33:04, 5.31s/it] 27%|██▋ | 5384/20000 [6:51:55<22:45:19, 5.60s/it] 27%|██▋ | 5385/20000 [6:52:00<22:42:50, 5.59s/it] 27%|██▋ | 5386/20000 [6:52:05<22:03:09, 5.43s/it] 27%|██▋ | 5387/20000 [6:52:10<21:21:42, 5.26s/it] 27%|██▋ | 5388/20000 [6:52:15<20:37:05, 5.08s/it] 27%|██▋ | 5389/20000 [6:52:19<19:51:32, 4.89s/it] 27%|██▋ | 5390/20000 [6:52:23<19:08:04, 4.71s/it] 27%|██▋ | 5391/20000 [6:52:28<18:21:56, 4.53s/it] 27%|██▋ | 5392/20000 [6:52:32<17:38:51, 4.35s/it] 27%|██▋ | 5393/20000 [6:52:35<17:00:29, 4.19s/it] 27%|██▋ | 5394/20000 [6:52:39<16:25:57, 4.05s/it] 27%|██▋ | 5395/20000 [6:52:43<15:49:56, 3.90s/it] 27%|██▋ | 5396/20000 [6:52:46<15:14:20, 3.76s/it] 27%|██▋ | 5397/20000 [6:52:49<14:34:56, 3.59s/it] 27%|██▋ | 5398/20000 [6:52:52<13:57:42, 3.44s/it] 27%|██▋ | 5399/20000 [6:52:55<13:16:57, 3.27s/it] 27%|██▋ | 5400/20000 [6:52:58<12:26:00, 3.07s/it] 27%|██▋ | 5401/20000 [6:53:00<11:02:14, 2.72s/it] 27%|██▋ | 5402/20000 [6:53:09<18:31:00, 4.57s/it] 27%|██▋ | 5403/20000 [6:53:15<20:45:13, 5.12s/it] 27%|██▋ | 5404/20000 [6:53:21<21:24:28, 5.28s/it] 27%|██▋ | 5405/20000 [6:53:26<21:22:01, 5.27s/it] 27%|██▋ | 5406/20000 [6:53:31<20:57:16, 5.17s/it] 27%|██▋ | 5407/20000 [6:53:36<20:25:33, 5.04s/it] 27%|██▋ | 5408/20000 [6:53:40<19:44:59, 4.87s/it] 27%|██▋ | 5409/20000 [6:53:44<19:10:14, 4.73s/it] 27%|██▋ | 5410/20000 [6:53:49<18:44:19, 4.62s/it] 27%|██▋ | 5411/20000 [6:53:53<18:12:53, 4.49s/it] 27%|██▋ | 5412/20000 [6:53:57<17:35:52, 4.34s/it] 27%|██▋ | 5413/20000 [6:54:01<17:16:46, 4.26s/it] 27%|██▋ | 5414/20000 [6:54:05<16:43:25, 4.13s/it] 27%|██▋ | 5415/20000 [6:54:08<15:56:00, 3.93s/it] 27%|██▋ | 5416/20000 [6:54:12<15:13:24, 3.76s/it] 27%|██▋ | 5417/20000 [6:54:15<14:22:24, 3.55s/it] 27%|██▋ | 5418/20000 [6:54:18<13:27:30, 3.32s/it] 27%|██▋ | 5419/20000 [6:54:20<12:28:31, 3.08s/it] 27%|██▋ | 5420/20000 [6:54:22<11:05:49, 2.74s/it] 27%|██▋ | 5421/20000 [6:54:31<18:47:23, 4.64s/it] 27%|██▋ | 5422/20000 [6:54:37<20:50:46, 5.15s/it] 27%|██▋ | 5423/20000 [6:54:43<21:20:18, 5.27s/it] 27%|██▋ | 5424/20000 [6:54:48<21:08:18, 5.22s/it] 27%|██▋ | 5425/20000 [6:54:53<20:44:02, 5.12s/it] 27%|██▋ | 5426/20000 [6:54:58<20:07:01, 4.97s/it] 27%|██▋ | 5427/20000 [6:55:02<19:19:18, 4.77s/it] 27%|██▋ | 5428/20000 [6:55:06<18:35:28, 4.59s/it] 27%|██▋ | 5429/20000 [6:55:10<17:51:42, 4.41s/it] 27%|██▋ | 5430/20000 [6:55:14<17:12:47, 4.25s/it] 27%|██▋ | 5431/20000 [6:55:18<16:32:51, 4.09s/it] 27%|██▋ | 5432/20000 [6:55:21<15:57:38, 3.94s/it] 27%|██▋ | 5433/20000 [6:55:25<15:14:16, 3.77s/it] 27%|██▋ | 5434/20000 [6:55:28<14:41:57, 3.63s/it] 27%|██▋ | 5435/20000 [6:55:31<14:05:17, 3.48s/it] 27%|██▋ | 5436/20000 [6:55:34<13:27:33, 3.33s/it] 27%|██▋ | 5437/20000 [6:55:37<12:49:05, 3.17s/it] 27%|██▋ | 5438/20000 [6:55:39<11:58:31, 2.96s/it] 27%|██▋ | 5439/20000 [6:55:41<10:32:23, 2.61s/it] 27%|██▋ | 5440/20000 [6:55:49<17:17:16, 4.27s/it] 27%|██▋ | 5441/20000 [6:55:56<19:51:27, 4.91s/it] 27%|██▋ | 5442/20000 [6:56:01<20:51:59, 5.16s/it] 27%|██▋ | 5443/20000 [6:56:07<21:00:48, 5.20s/it] 27%|██▋ | 5444/20000 [6:56:12<20:45:56, 5.14s/it] 27%|██▋ | 5445/20000 [6:56:16<20:18:31, 5.02s/it] 27%|██▋ | 5446/20000 [6:56:21<19:41:01, 4.87s/it] 27%|██▋ | 5447/20000 [6:56:25<18:59:10, 4.70s/it] 27%|██▋ | 5448/20000 [6:56:29<18:19:18, 4.53s/it] 27%|██▋ | 5449/20000 [6:56:33<17:32:36, 4.34s/it] 27%|██▋ | 5450/20000 [6:56:37<16:53:06, 4.18s/it] 27%|██▋ | 5451/20000 [6:56:41<16:18:15, 4.03s/it] 27%|██▋ | 5452/20000 [6:56:44<15:42:12, 3.89s/it] 27%|██▋ | 5453/20000 [6:56:48<15:10:04, 3.75s/it] 27%|██▋ | 5454/20000 [6:56:51<14:30:04, 3.59s/it] 27%|██▋ | 5455/20000 [6:56:54<13:49:49, 3.42s/it] 27%|██▋ | 5456/20000 [6:56:57<13:07:11, 3.25s/it] 27%|██▋ | 5457/20000 [6:56:59<12:14:22, 3.03s/it] 27%|██▋ | 5458/20000 [6:57:01<10:55:19, 2.70s/it] 27%|██▋ | 5459/20000 [6:57:07<14:11:50, 3.51s/it] 27%|██▋ | 5460/20000 [6:57:10<13:29:08, 3.34s/it] 27%|██▋ | 5461/20000 [6:57:19<21:08:00, 5.23s/it] 27%|██▋ | 5462/20000 [6:57:26<22:24:48, 5.55s/it] 27%|██▋ | 5463/20000 [6:57:31<22:30:20, 5.57s/it] 27%|██▋ | 5464/20000 [6:57:36<21:54:02, 5.42s/it] 27%|██▋ | 5465/20000 [6:57:41<21:08:19, 5.24s/it] 27%|██▋ | 5466/20000 [6:57:46<20:25:59, 5.06s/it] 27%|██▋ | 5467/20000 [6:57:50<19:38:23, 4.87s/it] 27%|██▋ | 5468/20000 [6:57:54<18:51:57, 4.67s/it] 27%|██▋ | 5469/20000 [6:57:58<18:09:09, 4.50s/it] 27%|██▋ | 5470/20000 [6:58:02<17:24:46, 4.31s/it] 27%|██▋ | 5471/20000 [6:58:06<16:44:05, 4.15s/it] 27%|██▋ | 5472/20000 [6:58:10<16:18:05, 4.04s/it] 27%|██▋ | 5473/20000 [6:58:13<15:40:20, 3.88s/it] 27%|██▋ | 5474/20000 [6:58:17<15:04:28, 3.74s/it] 27%|██▋ | 5475/20000 [6:58:20<14:25:42, 3.58s/it] 27%|██▋ | 5476/20000 [6:58:23<13:46:09, 3.41s/it] 27%|██▋ | 5477/20000 [6:58:26<13:01:11, 3.23s/it] 27%|██▋ | 5478/20000 [6:58:28<12:09:41, 3.01s/it] 27%|██▋ | 5479/20000 [6:58:30<10:42:16, 2.65s/it] 27%|██▋ | 5480/20000 [6:58:39<18:31:15, 4.59s/it] 27%|██▋ | 5481/20000 [6:58:45<20:26:00, 5.07s/it] 27%|██▋ | 5482/20000 [6:58:51<21:02:37, 5.22s/it] 27%|██▋ | 5483/20000 [6:58:56<20:53:47, 5.18s/it] 27%|██▋ | 5484/20000 [6:59:01<20:27:29, 5.07s/it] 27%|██▋ | 5485/20000 [6:59:05<19:49:21, 4.92s/it] 27%|██▋ | 5486/20000 [6:59:10<19:07:49, 4.75s/it] 27%|██▋ | 5487/20000 [6:59:14<18:30:02, 4.59s/it] 27%|██▋ | 5488/20000 [6:59:18<17:50:43, 4.43s/it] 27%|██▋ | 5489/20000 [6:59:22<17:12:06, 4.27s/it] 27%|██▋ | 5490/20000 [6:59:26<16:33:16, 4.11s/it] 27%|██▋ | 5491/20000 [6:59:29<15:57:00, 3.96s/it] 27%|██▋ | 5492/20000 [6:59:33<15:21:47, 3.81s/it] 27%|██▋ | 5493/20000 [6:59:36<14:49:19, 3.68s/it] 27%|██▋ | 5494/20000 [6:59:39<14:11:30, 3.52s/it] 27%|██▋ | 5495/20000 [6:59:42<13:32:49, 3.36s/it] 27%|██▋ | 5496/20000 [6:59:45<12:50:04, 3.19s/it] 27%|██▋ | 5497/20000 [6:59:48<11:56:51, 2.97s/it] 27%|██▋ | 5498/20000 [6:59:49<10:27:26, 2.60s/it] 27%|██▋ | 5499/20000 [6:59:58<17:17:56, 4.29s/it] 28%|██▊ | 5500/20000 [7:00:04<19:39:05, 4.88s/it] 28%|██▊ | 5500/20000 [7:00:04<19:39:05, 4.88s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.10086847096681595, 'eval_wer': 0.08626495347806823, 'eval_runtime': 68.8313, 'eval_samples_per_second': 26.979, 'eval_steps_per_second': 1.133, 'epoch': 64.1} {'loss': 0.02, 'learning_rate': 0.0003717948717948718, 'epoch': 70.51} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:26, 2.88it/s][A 4%|▍ | 3/78 [00:01<00:36, 2.07it/s][A 5%|▌ | 4/78 [00:02<00:41, 1.80it/s][A 6%|▋ | 5/78 [00:02<00:45, 1.60it/s][A 8%|▊ | 6/78 [00:03<00:51, 1.40it/s][A 9%|▉ | 7/78 [00:04<00:56, 1.25it/s][A 10%|█ | 8/78 [00:05<01:00, 1.16it/s][A 12%|█▏ | 9/78 [00:06<01:02, 1.11it/s][A 13%|█▎ | 10/78 [00:07<01:00, 1.12it/s][A 14%|█▍ | 11/78 [00:08<00:58, 1.15it/s][A 15%|█▌ | 12/78 [00:09<00:55, 1.20it/s][A 17%|█▋ | 13/78 [00:09<00:51, 1.27it/s][A 18%|█▊ | 14/78 [00:10<00:52, 1.22it/s][A 19%|█▉ | 15/78 [00:11<00:53, 1.18it/s][A 21%|██ | 16/78 [00:12<00:54, 1.13it/s][A 22%|██▏ | 17/78 [00:13<00:54, 1.13it/s][A 23%|██▎ | 18/78 [00:14<00:57, 1.05it/s][A 24%|██▍ | 19/78 [00:15<00:54, 1.08it/s][A 26%|██▌ | 20/78 [00:16<00:49, 1.17it/s][A 27%|██▋ | 21/78 [00:17<00:50, 1.13it/s][A 28%|██▊ | 22/78 [00:17<00:46, 1.19it/s][A 29%|██▉ | 23/78 [00:18<00:44, 1.23it/s][A 31%|███ | 24/78 [00:19<00:44, 1.21it/s][A 32%|███▏ | 25/78 [00:20<00:42, 1.26it/s][A 33%|███▎ | 26/78 [00:20<00:40, 1.29it/s][A 35%|███▍ | 27/78 [00:21<00:38, 1.31it/s][A 36%|███▌ | 28/78 [00:22<00:39, 1.27it/s][A 37%|███▋ | 29/78 [00:23<00:36, 1.34it/s][A 38%|███▊ | 30/78 [00:24<00:38, 1.25it/s][A 40%|███▉ | 31/78 [00:24<00:36, 1.30it/s][A 41%|████ | 32/78 [00:25<00:34, 1.32it/s][A 42%|████▏ | 33/78 [00:26<00:33, 1.34it/s][A 44%|████▎ | 34/78 [00:26<00:31, 1.38it/s][A 45%|████▍ | 35/78 [00:27<00:30, 1.41it/s][A 46%|████▌ | 36/78 [00:28<00:29, 1.41it/s][A 47%|████▋ | 37/78 [00:29<00:30, 1.35it/s][A 49%|████▊ | 38/78 [00:29<00:30, 1.31it/s][A 50%|█████ | 39/78 [00:30<00:33, 1.16it/s][A 51%|█████▏ | 40/78 [00:31<00:33, 1.14it/s][A 53%|█████▎ | 41/78 [00:33<00:35, 1.04it/s][A 54%|█████▍ | 42/78 [00:33<00:33, 1.08it/s][A 55%|█████▌ | 43/78 [00:34<00:32, 1.07it/s][A 56%|█████▋ | 44/78 [00:35<00:31, 1.08it/s][A 58%|█████▊ | 45/78 [00:36<00:29, 1.11it/s][A 59%|█████▉ | 46/78 [00:37<00:32, 1.03s/it][A 60%|██████ | 47/78 [00:38<00:29, 1.07it/s][A 62%|██████▏ | 48/78 [00:39<00:26, 1.14it/s][A 63%|██████▎ | 49/78 [00:39<00:23, 1.24it/s][A 64%|██████▍ | 50/78 [00:40<00:22, 1.26it/s][A 65%|██████▌ | 51/78 [00:41<00:20, 1.33it/s][A 67%|██████▋ | 52/78 [00:42<00:19, 1.35it/s][A 68%|██████▊ | 53/78 [00:42<00:18, 1.36it/s][A 69%|██████▉ | 54/78 [00:43<00:18, 1.29it/s][A 71%|███████ | 55/78 [00:44<00:18, 1.25it/s][A 72%|███████▏ | 56/78 [00:45<00:17, 1.24it/s][A 73%|███████▎ | 57/78 [00:46<00:19, 1.05it/s][A 74%|███████▍ | 58/78 [00:47<00:18, 1.06it/s][A 76%|███████▌ | 59/78 [00:48<00:18, 1.04it/s][A 77%|███████▋ | 60/78 [00:49<00:16, 1.07it/s][A 78%|███████▊ | 61/78 [00:50<00:15, 1.08it/s][A 79%|███████▉ | 62/78 [00:51<00:14, 1.08it/s][A 81%|████████ | 63/78 [00:52<00:13, 1.09it/s][A 82%|████████▏ | 64/78 [00:53<00:12, 1.11it/s][A 83%|████████▎ | 65/78 [00:53<00:11, 1.15it/s][A 85%|████████▍ | 66/78 [00:54<00:09, 1.21it/s][A 86%|████████▌ | 67/78 [00:55<00:09, 1.22it/s][A 87%|████████▋ | 68/78 [00:56<00:08, 1.24it/s][A 88%|████████▊ | 69/78 [00:56<00:07, 1.27it/s][A 90%|████████▉ | 70/78 [00:57<00:06, 1.22it/s][A 91%|█████████ | 71/78 [00:58<00:05, 1.27it/s][A 92%|█████████▏| 72/78 [00:59<00:04, 1.29it/s][A 94%|█████████▎| 73/78 [01:00<00:03, 1.27it/s][A 95%|█████████▍| 74/78 [01:00<00:03, 1.27it/s][A 96%|█████████▌| 75/78 [01:01<00:02, 1.20it/s][A 97%|█████████▋| 76/78 [01:02<00:01, 1.19it/s][A 99%|█████████▊| 77/78 [01:03<00:00, 1.24it/s][A 100%|██████████| 78/78 [01:03<00:00, 1.55it/s][A [A 28%|██▊ | 5500/20000 [7:01:10<19:39:05, 4.88s/it] 100%|██████████| 78/78 [01:05<00:00, 1.55it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-5500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-5500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-5500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-5500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-5000] due to args.save_total_limit 28%|██▊ | 5501/20000 [7:01:27<114:32:14, 28.44s/it] 28%|██▊ | 5502/20000 [7:01:32<86:24:42, 21.46s/it] 28%|██▊ | 5503/20000 [7:01:37<66:21:06, 16.48s/it] 28%|██▊ | 5504/20000 [7:01:42<52:03:11, 12.93s/it] 28%|██▊ | 5505/20000 [7:01:46<41:43:03, 10.36s/it] 28%|██▊ | 5506/20000 [7:01:50<34:17:05, 8.52s/it] 28%|██▊ | 5507/20000 [7:01:55<28:55:23, 7.18s/it] 28%|██▊ | 5508/20000 [7:01:59<25:07:35, 6.24s/it] 28%|██▊ | 5509/20000 [7:02:03<22:20:33, 5.55s/it] 28%|██▊ | 5510/20000 [7:02:06<20:03:34, 4.98s/it] 28%|██▊ | 5511/20000 [7:02:10<18:10:19, 4.52s/it] 28%|██▊ | 5512/20000 [7:02:13<16:33:20, 4.11s/it] 28%|██▊ | 5513/20000 [7:02:16<15:22:24, 3.82s/it] 28%|██▊ | 5514/20000 [7:02:19<14:23:14, 3.58s/it] 28%|██▊ | 5515/20000 [7:02:22<13:27:33, 3.35s/it] 28%|██▊ | 5516/20000 [7:02:24<12:31:16, 3.11s/it] 28%|██▊ | 5517/20000 [7:02:26<11:04:57, 2.75s/it] 28%|██▊ | 5518/20000 [7:02:35<18:17:27, 4.55s/it] 28%|██▊ | 5519/20000 [7:02:42<20:54:34, 5.20s/it] 28%|██▊ | 5520/20000 [7:02:47<21:37:43, 5.38s/it] 28%|██▊ | 5521/20000 [7:02:53<21:38:26, 5.38s/it] 28%|██▊ | 5522/20000 [7:02:58<21:17:47, 5.30s/it] 28%|██▊ | 5523/20000 [7:03:03<20:53:55, 5.20s/it] 28%|██▊ | 5524/20000 [7:03:08<20:13:45, 5.03s/it] 28%|██▊ | 5525/20000 [7:03:12<19:34:21, 4.87s/it] 28%|██▊ | 5526/20000 [7:03:16<18:49:17, 4.68s/it] 28%|██▊ | 5527/20000 [7:03:20<18:04:09, 4.49s/it] 28%|██▊ | 5528/20000 [7:03:24<17:26:51, 4.34s/it] 28%|██▊ | 5529/20000 [7:03:28<16:48:35, 4.18s/it] 28%|██▊ | 5530/20000 [7:03:32<16:14:42, 4.04s/it] 28%|██▊ | 5531/20000 [7:03:35<15:42:46, 3.91s/it] 28%|██▊ | 5532/20000 [7:03:39<15:01:17, 3.74s/it] 28%|██▊ | 5533/20000 [7:03:42<14:19:19, 3.56s/it] 28%|██▊ | 5534/20000 [7:03:45<13:34:29, 3.38s/it] 28%|██▊ | 5535/20000 [7:03:48<12:43:06, 3.17s/it] 28%|██▊ | 5536/20000 [7:03:50<11:23:38, 2.84s/it] 28%|██▊ | 5537/20000 [7:03:55<14:56:13, 3.72s/it] 28%|██▊ | 5538/20000 [7:03:58<14:01:39, 3.49s/it] 28%|██▊ | 5539/20000 [7:04:08<21:38:56, 5.39s/it] 28%|██▊ | 5540/20000 [7:04:15<22:50:25, 5.69s/it] 28%|██▊ | 5541/20000 [7:04:20<22:46:00, 5.67s/it] 28%|██▊ | 5542/20000 [7:04:25<21:55:54, 5.46s/it] 28%|██▊ | 5543/20000 [7:04:30<21:18:56, 5.31s/it] 28%|██▊ | 5544/20000 [7:04:35<20:36:38, 5.13s/it] 28%|██▊ | 5545/20000 [7:04:39<19:48:37, 4.93s/it] 28%|██▊ | 5546/20000 [7:04:44<18:59:33, 4.73s/it] 28%|██▊ | 5547/20000 [7:04:48<18:15:59, 4.55s/it] 28%|██▊ | 5548/20000 [7:04:52<17:30:25, 4.36s/it] 28%|██▊ | 5549/20000 [7:04:55<16:46:53, 4.18s/it] 28%|██▊ | 5550/20000 [7:04:59<16:08:16, 4.02s/it] 28%|██▊ | 5551/20000 [7:05:03<15:30:52, 3.87s/it] 28%|██▊ | 5552/20000 [7:05:06<14:54:27, 3.71s/it] 28%|██▊ | 5553/20000 [7:05:09<14:14:54, 3.55s/it] 28%|██▊ | 5554/20000 [7:05:12<13:35:42, 3.39s/it] 28%|██▊ | 5555/20000 [7:05:15<12:53:06, 3.21s/it] 28%|██▊ | 5556/20000 [7:05:17<12:02:55, 3.00s/it] 28%|██▊ | 5557/20000 [7:05:19<10:43:45, 2.67s/it] 28%|██▊ | 5558/20000 [7:05:28<18:23:15, 4.58s/it] 28%|██▊ | 5559/20000 [7:05:34<20:11:56, 5.04s/it] 28%|██▊ | 5560/20000 [7:05:40<20:30:50, 5.11s/it] 28%|██▊ | 5561/20000 [7:05:45<20:26:41, 5.10s/it] 28%|██▊ | 5562/20000 [7:05:50<20:09:17, 5.03s/it] 28%|██▊ | 5563/20000 [7:05:54<19:42:30, 4.91s/it] 28%|██▊ | 5564/20000 [7:05:59<19:05:22, 4.76s/it] 28%|██▊ | 5565/20000 [7:06:03<18:28:43, 4.61s/it] 28%|██▊ | 5566/20000 [7:06:07<17:51:49, 4.46s/it] 28%|██▊ | 5567/20000 [7:06:11<17:15:06, 4.30s/it] 28%|██▊ | 5568/20000 [7:06:15<16:39:56, 4.16s/it] 28%|██▊ | 5569/20000 [7:06:18<16:03:55, 4.01s/it] 28%|██▊ | 5570/20000 [7:06:22<15:29:57, 3.87s/it] 28%|██▊ | 5571/20000 [7:06:25<14:55:09, 3.72s/it] 28%|██▊ | 5572/20000 [7:06:29<14:17:29, 3.57s/it] 28%|██▊ | 5573/20000 [7:06:32<13:38:11, 3.40s/it] 28%|██▊ | 5574/20000 [7:06:34<12:56:07, 3.23s/it] 28%|██▊ | 5575/20000 [7:06:37<12:06:27, 3.02s/it] 28%|██▊ | 5576/20000 [7:06:39<10:41:16, 2.67s/it] 28%|██▊ | 5577/20000 [7:06:47<17:43:39, 4.42s/it] 28%|██▊ | 5578/20000 [7:06:54<19:57:24, 4.98s/it] 28%|██▊ | 5579/20000 [7:06:59<20:46:00, 5.18s/it] 28%|██▊ | 5580/20000 [7:07:04<20:43:36, 5.17s/it] 28%|██▊ | 5581/20000 [7:07:09<20:21:52, 5.08s/it] 28%|██▊ | 5582/20000 [7:07:14<19:52:05, 4.96s/it] 28%|██▊ | 5583/20000 [7:07:18<19:11:17, 4.79s/it] 28%|██▊ | 5584/20000 [7:07:23<18:31:35, 4.63s/it] 28%|██▊ | 5585/20000 [7:07:27<17:55:43, 4.48s/it] 28%|██▊ | 5586/20000 [7:07:31<17:19:15, 4.33s/it] 28%|██▊ | 5587/20000 [7:07:35<16:42:21, 4.17s/it] 28%|██▊ | 5588/20000 [7:07:38<16:06:29, 4.02s/it] 28%|██▊ | 5589/20000 [7:07:42<15:28:34, 3.87s/it] 28%|██▊ | 5590/20000 [7:07:45<14:52:26, 3.72s/it] 28%|██▊ | 5591/20000 [7:07:48<14:08:25, 3.53s/it] 28%|██▊ | 5592/20000 [7:07:51<13:32:42, 3.38s/it] 28%|██▊ | 5593/20000 [7:07:54<12:52:01, 3.22s/it] 28%|██▊ | 5594/20000 [7:07:57<12:01:18, 3.00s/it] 28%|██▊ | 5595/20000 [7:07:58<10:37:50, 2.66s/it] 28%|██▊ | 5596/20000 [7:08:06<17:03:43, 4.26s/it] 28%|██▊ | 5597/20000 [7:08:13<19:24:53, 4.85s/it] 28%|██▊ | 5598/20000 [7:08:18<20:14:28, 5.06s/it] 28%|██▊ | 5599/20000 [7:08:23<20:16:12, 5.07s/it] 28%|██▊ | 5600/20000 [7:08:28<19:58:47, 4.99s/it] 28%|██▊ | 5601/20000 [7:08:33<19:30:05, 4.88s/it] 28%|██▊ | 5602/20000 [7:08:37<18:51:47, 4.72s/it] 28%|██▊ | 5603/20000 [7:08:41<18:27:52, 4.62s/it] 28%|██▊ | 5604/20000 [7:08:46<17:54:42, 4.48s/it] 28%|██▊ | 5605/20000 [7:08:49<17:13:44, 4.31s/it] 28%|██▊ | 5606/20000 [7:08:53<16:29:57, 4.13s/it] 28%|██▊ | 5607/20000 [7:08:57<15:40:53, 3.92s/it] 28%|██▊ | 5608/20000 [7:09:00<15:09:48, 3.79s/it] 28%|██▊ | 5609/20000 [7:09:04<14:40:57, 3.67s/it] 28%|██▊ | 5610/20000 [7:09:07<14:07:12, 3.53s/it] 28%|██▊ | 5611/20000 [7:09:10<13:36:06, 3.40s/it] 28%|██▊ | 5612/20000 [7:09:13<12:54:24, 3.23s/it] 28%|██▊ | 5613/20000 [7:09:15<12:03:36, 3.02s/it] 28%|██▊ | 5614/20000 [7:09:17<10:42:06, 2.68s/it] 28%|██▊ | 5615/20000 [7:09:23<14:53:42, 3.73s/it] 28%|██▊ | 5616/20000 [7:09:26<13:58:46, 3.50s/it] 28%|██▊ | 5617/20000 [7:09:36<21:55:30, 5.49s/it] 28%|██▊ | 5618/20000 [7:09:43<23:20:24, 5.84s/it] 28%|██▊ | 5619/20000 [7:09:49<23:25:41, 5.86s/it] 28%|██▊ | 5620/20000 [7:09:54<22:50:40, 5.72s/it] 28%|██▊ | 5621/20000 [7:09:59<22:08:05, 5.54s/it] 28%|██▊ | 5622/20000 [7:10:04<21:16:17, 5.33s/it] 28%|██▊ | 5623/20000 [7:10:09<20:23:03, 5.10s/it] 28%|██▊ | 5624/20000 [7:10:13<19:36:10, 4.91s/it] 28%|██▊ | 5625/20000 [7:10:18<18:50:54, 4.72s/it] 28%|██▊ | 5626/20000 [7:10:22<18:06:43, 4.54s/it] 28%|██▊ | 5627/20000 [7:10:26<17:21:00, 4.35s/it] 28%|██▊ | 5628/20000 [7:10:29<16:41:27, 4.18s/it] 28%|██▊ | 5629/20000 [7:10:33<16:08:11, 4.04s/it] 28%|██▊ | 5630/20000 [7:10:37<15:37:47, 3.92s/it] 28%|██▊ | 5631/20000 [7:10:40<14:56:47, 3.74s/it] 28%|██▊ | 5632/20000 [7:10:43<14:07:04, 3.54s/it] 28%|██▊ | 5633/20000 [7:10:46<13:15:37, 3.32s/it] 28%|██▊ | 5634/20000 [7:10:48<12:15:06, 3.07s/it] 28%|██▊ | 5635/20000 [7:10:50<10:43:56, 2.69s/it] 28%|██▊ | 5636/20000 [7:10:59<17:48:04, 4.46s/it] 28%|██▊ | 5637/20000 [7:11:05<19:59:24, 5.01s/it] 28%|██▊ | 5638/20000 [7:11:11<20:41:31, 5.19s/it] 28%|██▊ | 5639/20000 [7:11:16<20:44:33, 5.20s/it] 28%|██▊ | 5640/20000 [7:11:21<20:23:48, 5.11s/it] 28%|██▊ | 5641/20000 [7:11:26<19:53:49, 4.99s/it] 28%|██▊ | 5642/20000 [7:11:30<19:16:19, 4.83s/it] 28%|██▊ | 5643/20000 [7:11:34<18:44:47, 4.70s/it] 28%|██▊ | 5644/20000 [7:11:39<18:13:16, 4.57s/it] 28%|██▊ | 5645/20000 [7:11:43<17:33:34, 4.40s/it] 28%|██▊ | 5646/20000 [7:11:46<16:51:21, 4.23s/it] 28%|██▊ | 5647/20000 [7:11:50<16:15:11, 4.08s/it] 28%|██▊ | 5648/20000 [7:11:54<15:43:03, 3.94s/it] 28%|██▊ | 5649/20000 [7:11:57<15:08:40, 3.80s/it] 28%|██▊ | 5650/20000 [7:12:01<14:29:45, 3.64s/it] 28%|██▊ | 5651/20000 [7:12:04<13:49:25, 3.47s/it] 28%|██▊ | 5652/20000 [7:12:07<13:09:54, 3.30s/it] 28%|██▊ | 5653/20000 [7:12:09<12:20:44, 3.10s/it] 28%|██▊ | 5654/20000 [7:12:11<10:55:53, 2.74s/it] 28%|██▊ | 5655/20000 [7:12:20<18:26:04, 4.63s/it] 28%|██▊ | 5656/20000 [7:12:26<20:32:28, 5.16s/it] 28%|██▊ | 5657/20000 [7:12:32<21:11:06, 5.32s/it] 28%|██▊ | 5658/20000 [7:12:38<21:14:04, 5.33s/it] 28%|██▊ | 5659/20000 [7:12:43<20:55:55, 5.25s/it] 28%|██▊ | 5660/20000 [7:12:47<20:26:59, 5.13s/it] 28%|██▊ | 5661/20000 [7:12:52<19:40:21, 4.94s/it] 28%|██▊ | 5662/20000 [7:12:56<18:57:32, 4.76s/it] 28%|██▊ | 5663/20000 [7:13:00<18:12:26, 4.57s/it] 28%|██▊ | 5664/20000 [7:13:04<17:24:27, 4.37s/it] 28%|██▊ | 5665/20000 [7:13:08<16:37:53, 4.18s/it] 28%|██▊ | 5666/20000 [7:13:12<15:56:58, 4.01s/it] 28%|██▊ | 5667/20000 [7:13:15<15:17:47, 3.84s/it] 28%|██▊ | 5668/20000 [7:13:18<14:41:33, 3.69s/it] 28%|██▊ | 5669/20000 [7:13:22<14:03:13, 3.53s/it] 28%|██▊ | 5670/20000 [7:13:25<13:24:14, 3.37s/it] 28%|██▊ | 5671/20000 [7:13:27<12:30:38, 3.14s/it] 28%|██▊ | 5672/20000 [7:13:30<11:34:46, 2.91s/it] 28%|██▊ | 5673/20000 [7:13:31<10:13:37, 2.57s/it] 28%|██▊ | 5674/20000 [7:13:40<17:02:25, 4.28s/it] 28%|██▊ | 5675/20000 [7:13:46<19:25:19, 4.88s/it] 28%|██▊ | 5676/20000 [7:13:52<20:17:35, 5.10s/it] 28%|██▊ | 5677/20000 [7:13:57<20:22:44, 5.12s/it] 28%|██▊ | 5678/20000 [7:14:02<20:26:17, 5.14s/it] 28%|██▊ | 5679/20000 [7:14:06<19:48:10, 4.98s/it] 28%|██▊ | 5680/20000 [7:14:11<19:02:25, 4.79s/it] 28%|██▊ | 5681/20000 [7:14:15<18:24:34, 4.63s/it] 28%|██▊ | 5682/20000 [7:14:19<17:47:15, 4.47s/it] 28%|██▊ | 5683/20000 [7:14:23<17:14:38, 4.34s/it] 28%|██▊ | 5684/20000 [7:14:27<16:47:50, 4.22s/it] 28%|██▊ | 5685/20000 [7:14:31<16:11:51, 4.07s/it] 28%|██▊ | 5686/20000 [7:14:34<15:29:12, 3.89s/it] 28%|██▊ | 5687/20000 [7:14:38<15:01:22, 3.78s/it] 28%|██▊ | 5688/20000 [7:14:41<14:27:04, 3.64s/it] 28%|██▊ | 5689/20000 [7:14:44<13:53:00, 3.49s/it] 28%|██▊ | 5690/20000 [7:14:47<13:12:54, 3.32s/it] 28%|██▊ | 5691/20000 [7:14:50<12:24:56, 3.12s/it] 28%|██▊ | 5692/20000 [7:14:52<11:09:19, 2.81s/it] 28%|██▊ | 5693/20000 [7:14:58<15:00:04, 3.77s/it] 28%|██▊ | 5694/20000 [7:15:01<14:15:15, 3.59s/it] 28%|██▊ | 5695/20000 [7:15:12<22:27:03, 5.65s/it] 28%|██▊ | 5696/20000 [7:15:18<23:49:12, 5.99s/it] 28%|██▊ | 5697/20000 [7:15:24<23:41:30, 5.96s/it] 28%|██▊ | 5698/20000 [7:15:30<22:57:15, 5.78s/it] 28%|██▊ | 5699/20000 [7:15:35<22:04:52, 5.56s/it] 28%|██▊ | 5700/20000 [7:15:39<20:54:43, 5.26s/it] 29%|██▊ | 5701/20000 [7:15:44<19:46:59, 4.98s/it] 29%|██▊ | 5702/20000 [7:15:48<18:52:24, 4.75s/it] 29%|██▊ | 5703/20000 [7:15:52<18:04:37, 4.55s/it] 29%|██▊ | 5704/20000 [7:15:56<17:18:36, 4.36s/it] 29%|██▊ | 5705/20000 [7:16:00<16:33:56, 4.17s/it] 29%|██▊ | 5706/20000 [7:16:03<15:57:15, 4.02s/it] 29%|██▊ | 5707/20000 [7:16:07<15:27:35, 3.89s/it] 29%|██▊ | 5708/20000 [7:16:10<14:59:33, 3.78s/it] 29%|██▊ | 5709/20000 [7:16:14<14:21:39, 3.62s/it] 29%|██▊ | 5710/20000 [7:16:17<13:47:05, 3.47s/it] 29%|██▊ | 5711/20000 [7:16:20<13:04:32, 3.29s/it] 29%|██▊ | 5712/20000 [7:16:22<12:14:10, 3.08s/it] 29%|██▊ | 5713/20000 [7:16:24<10:54:58, 2.75s/it] 29%|██▊ | 5714/20000 [7:16:33<18:11:40, 4.58s/it] 29%|██▊ | 5715/20000 [7:16:40<20:46:03, 5.23s/it] 29%|██▊ | 5716/20000 [7:16:46<21:23:24, 5.39s/it] 29%|██▊ | 5717/20000 [7:16:51<21:16:50, 5.36s/it] 29%|██▊ | 5718/20000 [7:16:56<20:59:59, 5.29s/it] 29%|██▊ | 5719/20000 [7:17:01<20:29:37, 5.17s/it] 29%|██▊ | 5720/20000 [7:17:05<19:47:50, 4.99s/it] 29%|██▊ | 5721/20000 [7:17:10<19:09:55, 4.83s/it] 29%|██▊ | 5722/20000 [7:17:14<18:15:06, 4.60s/it] 29%|██▊ | 5723/20000 [7:17:18<17:29:39, 4.41s/it] 29%|██▊ | 5724/20000 [7:17:22<16:49:10, 4.24s/it] 29%|██▊ | 5725/20000 [7:17:26<16:15:09, 4.10s/it] 29%|██▊ | 5726/20000 [7:17:29<15:45:54, 3.98s/it] 29%|██▊ | 5727/20000 [7:17:33<15:19:21, 3.86s/it] 29%|██▊ | 5728/20000 [7:17:36<14:39:39, 3.70s/it] 29%|██▊ | 5729/20000 [7:17:39<14:02:18, 3.54s/it] 29%|██▊ | 5730/20000 [7:17:42<13:27:21, 3.39s/it] 29%|██▊ | 5731/20000 [7:17:45<12:38:22, 3.19s/it] 29%|██▊ | 5732/20000 [7:17:47<11:12:13, 2.83s/it] 29%|██▊ | 5733/20000 [7:17:56<18:14:41, 4.60s/it] 29%|██▊ | 5734/20000 [7:18:02<20:38:27, 5.21s/it] 29%|██▊ | 5735/20000 [7:18:08<21:28:02, 5.42s/it] 29%|██▊ | 5736/20000 [7:18:14<21:34:28, 5.45s/it] 29%|██▊ | 5737/20000 [7:18:19<21:13:50, 5.36s/it] 29%|██▊ | 5738/20000 [7:18:24<20:45:37, 5.24s/it] 29%|██▊ | 5739/20000 [7:18:29<20:06:45, 5.08s/it] 29%|██▊ | 5740/20000 [7:18:33<19:26:22, 4.91s/it] 29%|██▊ | 5741/20000 [7:18:38<18:45:47, 4.74s/it] 29%|██▊ | 5742/20000 [7:18:42<18:00:56, 4.55s/it] 29%|██▊ | 5743/20000 [7:18:46<17:21:40, 4.38s/it] 29%|██▊ | 5744/20000 [7:18:49<16:32:10, 4.18s/it] 29%|██▊ | 5745/20000 [7:18:53<15:45:40, 3.98s/it] 29%|██▊ | 5746/20000 [7:18:56<15:00:54, 3.79s/it] 29%|██▊ | 5747/20000 [7:18:59<14:05:04, 3.56s/it] 29%|██▊ | 5748/20000 [7:19:02<13:27:47, 3.40s/it] 29%|██▊ | 5749/20000 [7:19:05<12:48:17, 3.23s/it] 29%|██▉ | 5750/20000 [7:19:08<12:00:47, 3.03s/it] 29%|██▉ | 5751/20000 [7:19:10<10:38:52, 2.69s/it] 29%|██▉ | 5752/20000 [7:19:19<18:27:55, 4.67s/it] 29%|██▉ | 5753/20000 [7:19:25<20:48:04, 5.26s/it] 29%|██▉ | 5754/20000 [7:19:31<21:39:54, 5.47s/it] 29%|██▉ | 5755/20000 [7:19:37<21:24:12, 5.41s/it] 29%|██▉ | 5756/20000 [7:19:42<20:52:03, 5.27s/it] 29%|██▉ | 5757/20000 [7:19:46<20:09:46, 5.10s/it] 29%|██▉ | 5758/20000 [7:19:51<19:20:17, 4.89s/it] 29%|██▉ | 5759/20000 [7:19:55<18:36:31, 4.70s/it] 29%|██▉ | 5760/20000 [7:19:59<17:54:32, 4.53s/it] 29%|██▉ | 5761/20000 [7:20:03<17:06:40, 4.33s/it] 29%|██▉ | 5762/20000 [7:20:07<16:23:14, 4.14s/it] 29%|██▉ | 5763/20000 [7:20:10<15:49:37, 4.00s/it] 29%|██▉ | 5764/20000 [7:20:14<15:18:02, 3.87s/it] 29%|██▉ | 5765/20000 [7:20:17<14:44:54, 3.73s/it] 29%|██▉ | 5766/20000 [7:20:21<14:07:44, 3.57s/it] 29%|██▉ | 5767/20000 [7:20:24<13:28:01, 3.41s/it] 29%|██▉ | 5768/20000 [7:20:26<12:43:25, 3.22s/it] 29%|██▉ | 5769/20000 [7:20:29<11:50:59, 3.00s/it] 29%|██▉ | 5770/20000 [7:20:31<10:25:40, 2.64s/it] 29%|██▉ | 5771/20000 [7:20:36<14:06:32, 3.57s/it] 29%|██▉ | 5772/20000 [7:20:39<13:22:40, 3.38s/it] 29%|██▉ | 5773/20000 [7:20:49<21:25:20, 5.42s/it] 29%|██▉ | 5774/20000 [7:20:56<22:38:51, 5.73s/it] 29%|██▉ | 5775/20000 [7:21:01<22:21:32, 5.66s/it] 29%|██▉ | 5776/20000 [7:21:07<21:43:54, 5.50s/it] 29%|██▉ | 5777/20000 [7:21:11<20:46:33, 5.26s/it] 29%|██▉ | 5778/20000 [7:21:16<19:59:38, 5.06s/it] 29%|██▉ | 5779/20000 [7:21:20<19:08:23, 4.85s/it] 29%|██▉ | 5780/20000 [7:21:24<18:21:15, 4.65s/it] 29%|██▉ | 5781/20000 [7:21:28<17:36:50, 4.46s/it] 29%|██▉ | 5782/20000 [7:21:32<16:58:54, 4.30s/it] 29%|██▉ | 5783/20000 [7:21:36<16:19:09, 4.13s/it] 29%|██▉ | 5784/20000 [7:21:40<15:44:20, 3.99s/it] 29%|██▉ | 5785/20000 [7:21:43<15:10:12, 3.84s/it] 29%|██▉ | 5786/20000 [7:21:47<14:33:40, 3.69s/it] 29%|██▉ | 5787/20000 [7:21:50<13:56:30, 3.53s/it] 29%|██▉ | 5788/20000 [7:21:53<13:19:48, 3.38s/it] 29%|██▉ | 5789/20000 [7:21:56<12:40:26, 3.21s/it] 29%|██▉ | 5790/20000 [7:21:58<11:54:24, 3.02s/it] 29%|██▉ | 5791/20000 [7:22:00<10:37:30, 2.69s/it] 29%|██▉ | 5792/20000 [7:22:09<18:18:55, 4.64s/it] 29%|██▉ | 5793/20000 [7:22:16<20:32:44, 5.21s/it] 29%|██▉ | 5794/20000 [7:22:22<21:14:03, 5.38s/it] 29%|██▉ | 5795/20000 [7:22:27<21:17:53, 5.40s/it] 29%|██▉ | 5796/20000 [7:22:32<21:00:33, 5.32s/it] 29%|██▉ | 5797/20000 [7:22:37<20:28:42, 5.19s/it] 29%|██▉ | 5798/20000 [7:22:42<19:49:44, 5.03s/it] 29%|██▉ | 5799/20000 [7:22:46<19:06:28, 4.84s/it] 29%|██▉ | 5800/20000 [7:22:50<18:25:03, 4.67s/it] 29%|██▉ | 5801/20000 [7:22:54<17:47:46, 4.51s/it] 29%|██▉ | 5802/20000 [7:22:58<17:06:04, 4.34s/it] 29%|██▉ | 5803/20000 [7:23:02<16:27:47, 4.17s/it] 29%|██▉ | 5804/20000 [7:23:06<15:53:28, 4.03s/it] 29%|██▉ | 5805/20000 [7:23:09<15:17:10, 3.88s/it] 29%|██▉ | 5806/20000 [7:23:13<14:40:29, 3.72s/it] 29%|██▉ | 5807/20000 [7:23:16<14:01:25, 3.56s/it] 29%|██▉ | 5808/20000 [7:23:19<13:21:54, 3.39s/it] 29%|██▉ | 5809/20000 [7:23:22<12:27:05, 3.16s/it] 29%|██▉ | 5810/20000 [7:23:23<10:52:01, 2.76s/it] 29%|██▉ | 5811/20000 [7:23:32<17:52:16, 4.53s/it] 29%|██▉ | 5812/20000 [7:23:39<20:22:02, 5.17s/it] 29%|██▉ | 5813/20000 [7:23:45<21:13:54, 5.39s/it] 29%|██▉ | 5814/20000 [7:23:50<21:15:48, 5.40s/it] 29%|██▉ | 5815/20000 [7:23:55<20:50:38, 5.29s/it] 29%|██▉ | 5816/20000 [7:24:00<20:20:17, 5.16s/it] 29%|██▉ | 5817/20000 [7:24:05<19:38:42, 4.99s/it] 29%|██▉ | 5818/20000 [7:24:09<18:55:25, 4.80s/it] 29%|██▉ | 5819/20000 [7:24:13<18:17:20, 4.64s/it] 29%|██▉ | 5820/20000 [7:24:17<17:42:18, 4.49s/it] 29%|██▉ | 5821/20000 [7:24:21<17:04:57, 4.34s/it] 29%|██▉ | 5822/20000 [7:24:25<16:26:06, 4.17s/it] 29%|██▉ | 5823/20000 [7:24:29<15:48:27, 4.01s/it] 29%|██▉ | 5824/20000 [7:24:32<15:16:27, 3.88s/it] 29%|██▉ | 5825/20000 [7:24:36<14:37:19, 3.71s/it] 29%|██▉ | 5826/20000 [7:24:39<13:49:02, 3.51s/it] 29%|██▉ | 5827/20000 [7:24:42<13:04:44, 3.32s/it] 29%|██▉ | 5828/20000 [7:24:44<12:15:47, 3.12s/it] 29%|██▉ | 5829/20000 [7:24:46<10:49:07, 2.75s/it] 29%|██▉ | 5830/20000 [7:24:55<17:56:02, 4.56s/it] 29%|██▉ | 5831/20000 [7:25:01<20:14:54, 5.14s/it] 29%|██▉ | 5832/20000 [7:25:07<20:57:22, 5.32s/it] 29%|██▉ | 5833/20000 [7:25:12<20:55:14, 5.32s/it] 29%|██▉ | 5834/20000 [7:25:17<20:36:23, 5.24s/it] 29%|██▉ | 5835/20000 [7:25:22<20:09:02, 5.12s/it] 29%|██▉ | 5836/20000 [7:25:27<19:35:33, 4.98s/it] 29%|██▉ | 5837/20000 [7:25:31<18:54:56, 4.81s/it] 29%|██▉ | 5838/20000 [7:25:36<18:14:41, 4.64s/it] 29%|██▉ | 5839/20000 [7:25:40<17:41:38, 4.50s/it] 29%|██▉ | 5840/20000 [7:25:44<16:49:43, 4.28s/it] 29%|██▉ | 5841/20000 [7:25:47<16:16:15, 4.14s/it] 29%|██▉ | 5842/20000 [7:25:51<15:42:59, 4.00s/it] 29%|██▉ | 5843/20000 [7:25:55<15:10:55, 3.86s/it] 29%|██▉ | 5844/20000 [7:25:58<14:34:42, 3.71s/it] 29%|██▉ | 5845/20000 [7:26:01<13:55:38, 3.54s/it] 29%|██▉ | 5846/20000 [7:26:04<13:09:37, 3.35s/it] 29%|██▉ | 5847/20000 [7:26:06<12:11:22, 3.10s/it] 29%|██▉ | 5848/20000 [7:26:08<10:49:34, 2.75s/it] 29%|██▉ | 5849/20000 [7:26:15<15:02:38, 3.83s/it] 29%|██▉ | 5850/20000 [7:26:18<14:19:41, 3.65s/it] 29%|██▉ | 5851/20000 [7:26:28<21:46:41, 5.54s/it] 29%|██▉ | 5852/20000 [7:26:34<22:34:41, 5.75s/it] 29%|██▉ | 5853/20000 [7:26:40<22:26:49, 5.71s/it] 29%|██▉ | 5854/20000 [7:26:45<21:45:52, 5.54s/it] 29%|██▉ | 5855/20000 [7:26:50<20:47:21, 5.29s/it] 29%|██▉ | 5856/20000 [7:26:54<19:59:58, 5.09s/it] 29%|██▉ | 5857/20000 [7:26:59<19:13:22, 4.89s/it] 29%|██▉ | 5858/20000 [7:27:03<18:25:10, 4.69s/it] 29%|██▉ | 5859/20000 [7:27:07<17:44:56, 4.52s/it] 29%|██▉ | 5860/20000 [7:27:11<17:05:48, 4.35s/it] 29%|██▉ | 5861/20000 [7:27:15<16:25:23, 4.18s/it] 29%|██▉ | 5862/20000 [7:27:18<15:50:55, 4.04s/it] 29%|██▉ | 5863/20000 [7:27:22<15:18:09, 3.90s/it] 29%|██▉ | 5864/20000 [7:27:26<14:49:18, 3.77s/it] 29%|██▉ | 5865/20000 [7:27:29<14:15:00, 3.63s/it] 29%|██▉ | 5866/20000 [7:27:32<13:35:31, 3.46s/it] 29%|██▉ | 5867/20000 [7:27:35<12:57:58, 3.30s/it] 29%|██▉ | 5868/20000 [7:27:38<12:15:20, 3.12s/it] 29%|██▉ | 5869/20000 [7:27:40<10:55:02, 2.78s/it] 29%|██▉ | 5870/20000 [7:27:49<18:41:42, 4.76s/it] 29%|██▉ | 5871/20000 [7:27:56<21:16:16, 5.42s/it] 29%|██▉ | 5872/20000 [7:28:02<21:41:55, 5.53s/it] 29%|██▉ | 5873/20000 [7:28:07<21:29:34, 5.48s/it] 29%|██▉ | 5874/20000 [7:28:12<20:59:58, 5.35s/it] 29%|██▉ | 5875/20000 [7:28:17<20:24:14, 5.20s/it] 29%|██▉ | 5876/20000 [7:28:22<19:43:28, 5.03s/it] 29%|██▉ | 5877/20000 [7:28:26<19:01:36, 4.85s/it] 29%|██▉ | 5878/20000 [7:28:30<18:21:32, 4.68s/it] 29%|██▉ | 5879/20000 [7:28:34<17:37:13, 4.49s/it] 29%|██▉ | 5880/20000 [7:28:38<16:55:55, 4.32s/it] 29%|██▉ | 5881/20000 [7:28:42<16:16:43, 4.15s/it] 29%|██▉ | 5882/20000 [7:28:46<15:38:27, 3.99s/it] 29%|██▉ | 5883/20000 [7:28:49<15:01:00, 3.83s/it] 29%|██▉ | 5884/20000 [7:28:52<14:21:06, 3.66s/it] 29%|██▉ | 5885/20000 [7:28:55<13:40:16, 3.49s/it] 29%|██▉ | 5886/20000 [7:28:58<12:53:08, 3.29s/it] 29%|██▉ | 5887/20000 [7:29:01<11:56:00, 3.04s/it] 29%|██▉ | 5888/20000 [7:29:02<10:24:31, 2.66s/it] 29%|██▉ | 5889/20000 [7:29:11<17:43:02, 4.52s/it] 29%|██▉ | 5890/20000 [7:29:18<20:10:51, 5.15s/it] 29%|██▉ | 5891/20000 [7:29:24<21:04:12, 5.38s/it] 29%|██▉ | 5892/20000 [7:29:29<21:12:46, 5.41s/it] 29%|██▉ | 5893/20000 [7:29:34<20:55:02, 5.34s/it] 29%|██▉ | 5894/20000 [7:29:39<20:26:15, 5.22s/it] 29%|██▉ | 5895/20000 [7:29:44<19:42:30, 5.03s/it] 29%|██▉ | 5896/20000 [7:29:48<18:54:41, 4.83s/it] 29%|██▉ | 5897/20000 [7:29:53<18:17:50, 4.67s/it] 29%|██▉ | 5898/20000 [7:29:57<17:37:00, 4.50s/it] 29%|██▉ | 5899/20000 [7:30:01<16:57:37, 4.33s/it] 30%|██▉ | 5900/20000 [7:30:04<16:18:59, 4.17s/it] 30%|██▉ | 5901/20000 [7:30:08<15:28:47, 3.95s/it] 30%|██▉ | 5902/20000 [7:30:11<14:49:02, 3.78s/it] 30%|██▉ | 5903/20000 [7:30:15<14:14:05, 3.64s/it] 30%|██▉ | 5904/20000 [7:30:18<13:35:34, 3.47s/it] 30%|██▉ | 5905/20000 [7:30:21<12:54:59, 3.30s/it] 30%|██▉ | 5906/20000 [7:30:23<12:04:41, 3.09s/it] 30%|██▉ | 5907/20000 [7:30:25<10:45:02, 2.75s/it] 30%|██▉ | 5908/20000 [7:30:34<18:12:58, 4.65s/it] 30%|██▉ | 5909/20000 [7:30:41<20:14:37, 5.17s/it] 30%|██▉ | 5910/20000 [7:30:46<20:57:38, 5.36s/it] 30%|██▉ | 5911/20000 [7:30:52<20:53:53, 5.34s/it] 30%|██▉ | 5912/20000 [7:30:57<20:28:42, 5.23s/it] 30%|██▉ | 5913/20000 [7:31:01<19:56:17, 5.10s/it] 30%|██▉ | 5914/20000 [7:31:06<19:13:58, 4.92s/it] 30%|██▉ | 5915/20000 [7:31:10<18:31:17, 4.73s/it] 30%|██▉ | 5916/20000 [7:31:14<17:37:11, 4.50s/it] 30%|██▉ | 5917/20000 [7:31:18<16:58:23, 4.34s/it] 30%|██▉ | 5918/20000 [7:31:22<16:24:13, 4.19s/it] 30%|██▉ | 5919/20000 [7:31:26<15:53:21, 4.06s/it] 30%|██▉ | 5920/20000 [7:31:29<15:19:58, 3.92s/it] 30%|██▉ | 5921/20000 [7:31:33<14:48:46, 3.79s/it] 30%|██▉ | 5922/20000 [7:31:36<14:13:23, 3.64s/it] 30%|██▉ | 5923/20000 [7:31:39<13:34:39, 3.47s/it] 30%|██▉ | 5924/20000 [7:31:42<12:50:32, 3.28s/it] 30%|██▉ | 5925/20000 [7:31:45<12:00:26, 3.07s/it] 30%|██▉ | 5926/20000 [7:31:47<10:36:35, 2.71s/it] 30%|██▉ | 5927/20000 [7:31:52<13:39:40, 3.49s/it] 30%|██▉ | 5928/20000 [7:31:55<13:10:24, 3.37s/it] 30%|██▉ | 5929/20000 [7:32:05<21:11:28, 5.42s/it] 30%|██▉ | 5930/20000 [7:32:12<22:25:09, 5.74s/it] 30%|██▉ | 5931/20000 [7:32:17<22:28:10, 5.75s/it] 30%|██▉ | 5932/20000 [7:32:23<21:50:56, 5.59s/it] 30%|██▉ | 5933/20000 [7:32:28<21:11:51, 5.42s/it] 30%|██▉ | 5934/20000 [7:32:33<20:32:29, 5.26s/it] 30%|██▉ | 5935/20000 [7:32:37<19:40:12, 5.03s/it] 30%|██▉ | 5936/20000 [7:32:41<18:51:40, 4.83s/it] 30%|██▉ | 5937/20000 [7:32:46<18:07:15, 4.64s/it] 30%|██▉ | 5938/20000 [7:32:50<17:22:57, 4.45s/it] 30%|██▉ | 5939/20000 [7:32:53<16:41:49, 4.27s/it] 30%|██▉ | 5940/20000 [7:32:57<16:02:46, 4.11s/it] 30%|██▉ | 5941/20000 [7:33:01<15:27:34, 3.96s/it] 30%|██▉ | 5942/20000 [7:33:04<14:54:43, 3.82s/it] 30%|██▉ | 5943/20000 [7:33:08<14:14:35, 3.65s/it] 30%|██▉ | 5944/20000 [7:33:11<13:38:17, 3.49s/it] 30%|██▉ | 5945/20000 [7:33:14<12:57:55, 3.32s/it] 30%|██▉ | 5946/20000 [7:33:16<12:03:42, 3.09s/it] 30%|██▉ | 5947/20000 [7:33:18<10:42:59, 2.75s/it] 30%|██▉ | 5948/20000 [7:33:27<18:03:52, 4.63s/it] 30%|██▉ | 5949/20000 [7:33:34<20:11:43, 5.17s/it] 30%|██▉ | 5950/20000 [7:33:39<20:47:23, 5.33s/it] 30%|██▉ | 5951/20000 [7:33:44<20:41:28, 5.30s/it] 30%|██▉ | 5952/20000 [7:33:49<20:06:22, 5.15s/it] 30%|██▉ | 5953/20000 [7:33:54<19:31:02, 5.00s/it] 30%|██▉ | 5954/20000 [7:33:58<18:44:17, 4.80s/it] 30%|██▉ | 5955/20000 [7:34:03<18:12:51, 4.67s/it] 30%|██▉ | 5956/20000 [7:34:07<17:39:19, 4.53s/it] 30%|██▉ | 5957/20000 [7:34:11<17:07:08, 4.39s/it] 30%|██▉ | 5958/20000 [7:34:15<16:21:47, 4.20s/it] 30%|██▉ | 5959/20000 [7:34:18<15:43:02, 4.03s/it] 30%|██▉ | 5960/20000 [7:34:22<15:07:14, 3.88s/it] 30%|██▉ | 5961/20000 [7:34:25<14:32:45, 3.73s/it] 30%|██▉ | 5962/20000 [7:34:28<13:52:28, 3.56s/it] 30%|██▉ | 5963/20000 [7:34:31<13:11:24, 3.38s/it] 30%|██▉ | 5964/20000 [7:34:34<12:29:02, 3.20s/it] 30%|██▉ | 5965/20000 [7:34:37<11:37:38, 2.98s/it] 30%|██▉ | 5966/20000 [7:34:38<10:10:15, 2.61s/it] 30%|██▉ | 5967/20000 [7:34:47<17:28:34, 4.48s/it] 30%|██▉ | 5968/20000 [7:34:53<19:27:12, 4.99s/it] 30%|██▉ | 5969/20000 [7:34:59<19:57:23, 5.12s/it] 30%|██▉ | 5970/20000 [7:35:04<20:03:30, 5.15s/it] 30%|██▉ | 5971/20000 [7:35:09<19:40:14, 5.05s/it] 30%|██▉ | 5972/20000 [7:35:13<19:10:20, 4.92s/it] 30%|██▉ | 5973/20000 [7:35:18<18:27:53, 4.74s/it] 30%|██▉ | 5974/20000 [7:35:22<17:48:17, 4.57s/it] 30%|██▉ | 5975/20000 [7:35:26<17:14:09, 4.42s/it] 30%|██▉ | 5976/20000 [7:35:30<16:37:57, 4.27s/it] 30%|██▉ | 5977/20000 [7:35:34<15:57:26, 4.10s/it] 30%|██▉ | 5978/20000 [7:35:37<15:19:29, 3.93s/it] 30%|██▉ | 5979/20000 [7:35:41<14:51:00, 3.81s/it] 30%|██▉ | 5980/20000 [7:35:44<14:27:16, 3.71s/it] 30%|██▉ | 5981/20000 [7:35:47<13:49:31, 3.55s/it] 30%|██▉ | 5982/20000 [7:35:50<13:11:27, 3.39s/it] 30%|██▉ | 5983/20000 [7:35:53<12:33:25, 3.23s/it] 30%|██▉ | 5984/20000 [7:35:56<11:44:30, 3.02s/it] 30%|██▉ | 5985/20000 [7:35:58<10:25:17, 2.68s/it] 30%|██▉ | 5986/20000 [7:36:06<17:18:46, 4.45s/it] 30%|██▉ | 5987/20000 [7:36:13<19:47:57, 5.09s/it] 30%|██▉ | 5988/20000 [7:36:18<20:33:02, 5.28s/it] 30%|██▉ | 5989/20000 [7:36:24<20:22:07, 5.23s/it] 30%|██▉ | 5990/20000 [7:36:28<19:52:07, 5.11s/it] 30%|██▉ | 5991/20000 [7:36:33<19:12:59, 4.94s/it] 30%|██▉ | 5992/20000 [7:36:37<18:23:28, 4.73s/it] 30%|██▉ | 5993/20000 [7:36:41<17:37:37, 4.53s/it] 30%|██▉ | 5994/20000 [7:36:45<16:57:47, 4.36s/it] 30%|██▉ | 5995/20000 [7:36:49<16:18:05, 4.19s/it] 30%|██▉ | 5996/20000 [7:36:53<15:39:00, 4.02s/it] 30%|██▉ | 5997/20000 [7:36:56<15:03:56, 3.87s/it] 30%|██▉ | 5998/20000 [7:36:59<14:24:22, 3.70s/it] 30%|██▉ | 5999/20000 [7:37:03<13:52:19, 3.57s/it] 30%|███ | 6000/20000 [7:37:06<13:14:37, 3.41s/it] 30%|███ | 6000/20000 [7:37:06<13:14:37, 3.41s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09532515704631805, 'eval_wer': 0.08520159503766062, 'eval_runtime': 65.875, 'eval_samples_per_second': 28.19, 'eval_steps_per_second': 1.184, 'epoch': 70.51} {'loss': 0.0163, 'learning_rate': 0.000358974358974359, 'epoch': 76.92} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:24, 3.05it/s][A 4%|▍ | 3/78 [00:01<00:34, 2.20it/s][A 5%|▌ | 4/78 [00:01<00:38, 1.92it/s][A 6%|▋ | 5/78 [00:02<00:42, 1.72it/s][A 8%|▊ | 6/78 [00:03<00:48, 1.49it/s][A 9%|▉ | 7/78 [00:04<00:53, 1.33it/s][A 10%|█ | 8/78 [00:05<00:57, 1.23it/s][A 12%|█▏ | 9/78 [00:06<00:58, 1.18it/s][A 13%|█▎ | 10/78 [00:07<00:56, 1.19it/s][A 14%|█▍ | 11/78 [00:07<00:54, 1.23it/s][A 15%|█▌ | 12/78 [00:08<00:51, 1.28it/s][A 17%|█▋ | 13/78 [00:09<00:47, 1.36it/s][A 18%|█▊ | 14/78 [00:10<00:49, 1.30it/s][A 19%|█▉ | 15/78 [00:10<00:50, 1.26it/s][A 21%|██ | 16/78 [00:11<00:51, 1.21it/s][A 22%|██▏ | 17/78 [00:12<00:50, 1.21it/s][A 23%|██▎ | 18/78 [00:13<00:53, 1.12it/s][A 24%|██▍ | 19/78 [00:14<00:51, 1.15it/s][A 26%|██▌ | 20/78 [00:15<00:46, 1.25it/s][A 27%|██▋ | 21/78 [00:15<00:47, 1.21it/s][A 28%|██▊ | 22/78 [00:16<00:43, 1.27it/s][A 29%|██▉ | 23/78 [00:17<00:41, 1.31it/s][A 31%|███ | 24/78 [00:18<00:41, 1.30it/s][A 32%|███▏ | 25/78 [00:18<00:39, 1.35it/s][A 33%|███▎ | 26/78 [00:19<00:37, 1.39it/s][A 35%|███▍ | 27/78 [00:20<00:36, 1.40it/s][A 36%|███▌ | 28/78 [00:21<00:36, 1.35it/s][A 37%|███▋ | 29/78 [00:21<00:34, 1.43it/s][A 38%|███▊ | 30/78 [00:22<00:36, 1.33it/s][A 40%|███▉ | 31/78 [00:23<00:33, 1.38it/s][A 41%|████ | 32/78 [00:23<00:32, 1.41it/s][A 42%|████▏ | 33/78 [00:24<00:31, 1.44it/s][A 44%|████▎ | 34/78 [00:25<00:29, 1.47it/s][A 45%|████▍ | 35/78 [00:25<00:28, 1.51it/s][A 46%|████▌ | 36/78 [00:26<00:27, 1.52it/s][A 47%|████▋ | 37/78 [00:27<00:28, 1.45it/s][A 49%|████▊ | 38/78 [00:27<00:28, 1.40it/s][A 50%|█████ | 39/78 [00:28<00:31, 1.24it/s][A 51%|█████▏ | 40/78 [00:29<00:31, 1.21it/s][A 53%|█████▎ | 41/78 [00:30<00:33, 1.11it/s][A 54%|█████▍ | 42/78 [00:31<00:31, 1.15it/s][A 55%|█████▌ | 43/78 [00:32<00:30, 1.13it/s][A 56%|█████▋ | 44/78 [00:33<00:29, 1.14it/s][A 58%|█████▊ | 45/78 [00:34<00:28, 1.18it/s][A 59%|█████▉ | 46/78 [00:35<00:31, 1.02it/s][A 60%|██████ | 47/78 [00:36<00:27, 1.13it/s][A 62%|██████▏ | 48/78 [00:36<00:25, 1.20it/s][A 63%|██████▎ | 49/78 [00:37<00:22, 1.29it/s][A 64%|██████▍ | 50/78 [00:38<00:21, 1.31it/s][A 65%|██████▌ | 51/78 [00:38<00:19, 1.39it/s][A 67%|██████▋ | 52/78 [00:39<00:18, 1.41it/s][A 68%|██████▊ | 53/78 [00:40<00:17, 1.41it/s][A 69%|██████▉ | 54/78 [00:41<00:17, 1.34it/s][A 71%|███████ | 55/78 [00:41<00:17, 1.30it/s][A 72%|███████▏ | 56/78 [00:42<00:17, 1.28it/s][A 73%|███████▎ | 57/78 [00:44<00:19, 1.09it/s][A 74%|███████▍ | 58/78 [00:44<00:18, 1.10it/s][A 76%|███████▌ | 59/78 [00:45<00:17, 1.07it/s][A 77%|███████▋ | 60/78 [00:46<00:15, 1.13it/s][A 78%|███████▊ | 61/78 [00:47<00:14, 1.16it/s][A 79%|███████▉ | 62/78 [00:48<00:13, 1.18it/s][A 81%|████████ | 63/78 [00:49<00:12, 1.19it/s][A 82%|████████▏ | 64/78 [00:49<00:11, 1.19it/s][A 83%|████████▎ | 65/78 [00:50<00:10, 1.20it/s][A 85%|████████▍ | 66/78 [00:51<00:09, 1.24it/s][A 86%|████████▌ | 67/78 [00:52<00:08, 1.23it/s][A 87%|████████▋ | 68/78 [00:53<00:08, 1.24it/s][A 88%|████████▊ | 69/78 [00:53<00:07, 1.26it/s][A 90%|████████▉ | 70/78 [00:54<00:06, 1.20it/s][A 91%|█████████ | 71/78 [00:55<00:05, 1.25it/s][A 92%|█████████▏| 72/78 [00:56<00:04, 1.27it/s][A 94%|█████████▎| 73/78 [00:57<00:04, 1.25it/s][A 95%|█████████▍| 74/78 [00:57<00:03, 1.24it/s][A 96%|█████████▌| 75/78 [00:58<00:02, 1.25it/s][A 97%|█████████▋| 76/78 [00:59<00:01, 1.24it/s][A 99%|█████████▊| 77/78 [01:00<00:00, 1.29it/s][A 100%|██████████| 78/78 [01:00<00:00, 1.62it/s][A [A 30%|███ | 6000/20000 [7:38:08<13:14:37, 3.41s/it] 100%|██████████| 78/78 [01:02<00:00, 1.62it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-6000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-6000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-6000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-6000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-5500] due to args.save_total_limit 30%|███ | 6001/20000 [7:38:23<99:12:55, 25.51s/it] 30%|███ | 6002/20000 [7:38:26<72:32:34, 18.66s/it] 30%|███ | 6003/20000 [7:38:28<53:33:08, 13.77s/it] 30%|███ | 6004/20000 [7:38:30<39:36:21, 10.19s/it] 30%|███ | 6005/20000 [7:38:36<34:32:23, 8.88s/it] 30%|███ | 6006/20000 [7:38:38<27:17:48, 7.02s/it] 30%|███ | 6007/20000 [7:38:48<30:16:16, 7.79s/it] 30%|███ | 6008/20000 [7:38:54<28:08:35, 7.24s/it] 30%|███ | 6009/20000 [7:38:59<25:52:20, 6.66s/it] 30%|███ | 6010/20000 [7:39:04<23:53:26, 6.15s/it] 30%|███ | 6011/20000 [7:39:09<22:13:19, 5.72s/it] 30%|███ | 6012/20000 [7:39:13<20:54:45, 5.38s/it] 30%|███ | 6013/20000 [7:39:18<19:35:23, 5.04s/it] 30%|███ | 6014/20000 [7:39:22<18:27:06, 4.75s/it] 30%|███ | 6015/20000 [7:39:26<17:31:24, 4.51s/it] 30%|███ | 6016/20000 [7:39:29<16:39:39, 4.29s/it] 30%|███ | 6017/20000 [7:39:33<15:52:09, 4.09s/it] 30%|███ | 6018/20000 [7:39:36<15:09:28, 3.90s/it] 30%|███ | 6019/20000 [7:39:40<14:32:47, 3.75s/it] 30%|███ | 6020/20000 [7:39:43<13:59:21, 3.60s/it] 30%|███ | 6021/20000 [7:39:46<13:20:19, 3.44s/it] 30%|███ | 6022/20000 [7:39:49<12:42:55, 3.27s/it] 30%|███ | 6023/20000 [7:39:52<12:02:00, 3.10s/it] 30%|███ | 6024/20000 [7:39:54<11:13:06, 2.89s/it] 30%|███ | 6025/20000 [7:39:56<9:59:50, 2.58s/it] 30%|███ | 6026/20000 [7:40:04<16:51:29, 4.34s/it] 30%|███ | 6027/20000 [7:40:10<18:37:05, 4.80s/it] 30%|███ | 6028/20000 [7:40:16<19:08:18, 4.93s/it] 30%|███ | 6029/20000 [7:40:20<18:59:44, 4.89s/it] 30%|███ | 6030/20000 [7:40:25<18:36:59, 4.80s/it] 30%|███ | 6031/20000 [7:40:29<18:06:00, 4.66s/it] 30%|███ | 6032/20000 [7:40:33<17:28:23, 4.50s/it] 30%|███ | 6033/20000 [7:40:37<16:51:00, 4.34s/it] 30%|███ | 6034/20000 [7:40:41<16:14:31, 4.19s/it] 30%|███ | 6035/20000 [7:40:45<15:39:47, 4.04s/it] 30%|███ | 6036/20000 [7:40:48<15:05:27, 3.89s/it] 30%|███ | 6037/20000 [7:40:52<14:29:31, 3.74s/it] 30%|███ | 6038/20000 [7:40:55<13:56:12, 3.59s/it] 30%|███ | 6039/20000 [7:40:58<13:30:27, 3.48s/it] 30%|███ | 6040/20000 [7:41:01<12:59:35, 3.35s/it] 30%|███ | 6041/20000 [7:41:04<12:25:59, 3.21s/it] 30%|███ | 6042/20000 [7:41:07<11:49:06, 3.05s/it] 30%|███ | 6043/20000 [7:41:09<11:04:26, 2.86s/it] 30%|███ | 6044/20000 [7:41:11<9:52:46, 2.55s/it] 30%|███ | 6045/20000 [7:41:20<16:41:30, 4.31s/it] 30%|███ | 6046/20000 [7:41:26<18:58:50, 4.90s/it] 30%|███ | 6047/20000 [7:41:31<19:48:44, 5.11s/it] 30%|███ | 6048/20000 [7:41:37<19:51:20, 5.12s/it] 30%|███ | 6049/20000 [7:41:41<19:26:09, 5.02s/it] 30%|███ | 6050/20000 [7:41:46<18:49:59, 4.86s/it] 30%|███ | 6051/20000 [7:41:50<18:08:36, 4.68s/it] 30%|███ | 6052/20000 [7:41:54<17:25:40, 4.50s/it] 30%|███ | 6053/20000 [7:41:58<16:50:38, 4.35s/it] 30%|███ | 6054/20000 [7:42:02<16:13:44, 4.19s/it] 30%|███ | 6055/20000 [7:42:06<15:38:12, 4.04s/it] 30%|███ | 6056/20000 [7:42:09<15:04:41, 3.89s/it] 30%|███ | 6057/20000 [7:42:13<14:29:43, 3.74s/it] 30%|███ | 6058/20000 [7:42:16<13:58:45, 3.61s/it] 30%|███ | 6059/20000 [7:42:19<13:23:10, 3.46s/it] 30%|███ | 6060/20000 [7:42:22<12:47:04, 3.30s/it] 30%|███ | 6061/20000 [7:42:25<12:06:45, 3.13s/it] 30%|███ | 6062/20000 [7:42:27<11:20:01, 2.93s/it] 30%|███ | 6063/20000 [7:42:29<10:02:56, 2.60s/it] 30%|███ | 6064/20000 [7:42:37<16:52:44, 4.36s/it] 30%|███ | 6065/20000 [7:42:44<19:09:07, 4.95s/it] 30%|███ | 6066/20000 [7:42:49<19:55:25, 5.15s/it] 30%|███ | 6067/20000 [7:42:55<20:01:14, 5.17s/it] 30%|███ | 6068/20000 [7:43:00<19:41:32, 5.09s/it] 30%|███ | 6069/20000 [7:43:04<19:12:22, 4.96s/it] 30%|███ | 6070/20000 [7:43:09<18:35:46, 4.81s/it] 30%|███ | 6071/20000 [7:43:13<17:54:33, 4.63s/it] 30%|███ | 6072/20000 [7:43:17<17:20:24, 4.48s/it] 30%|███ | 6073/20000 [7:43:21<16:40:44, 4.31s/it] 30%|███ | 6074/20000 [7:43:25<16:10:12, 4.18s/it] 30%|███ | 6075/20000 [7:43:28<15:35:43, 4.03s/it] 30%|███ | 6076/20000 [7:43:32<14:59:59, 3.88s/it] 30%|███ | 6077/20000 [7:43:35<14:20:34, 3.71s/it] 30%|███ | 6078/20000 [7:43:38<13:43:59, 3.55s/it] 30%|███ | 6079/20000 [7:43:41<13:06:18, 3.39s/it] 30%|███ | 6080/20000 [7:43:44<12:25:13, 3.21s/it] 30%|███ | 6081/20000 [7:43:47<11:33:35, 2.99s/it] 30%|███ | 6082/20000 [7:43:49<10:09:37, 2.63s/it] 30%|███ | 6083/20000 [7:43:54<13:47:32, 3.57s/it] 30%|███ | 6084/20000 [7:43:57<12:56:27, 3.35s/it] 30%|███ | 6085/20000 [7:44:07<20:08:57, 5.21s/it] 30%|███ | 6086/20000 [7:44:13<21:10:40, 5.48s/it] 30%|███ | 6087/20000 [7:44:18<21:02:51, 5.45s/it] 30%|███ | 6088/20000 [7:44:23<20:27:12, 5.29s/it] 30%|███ | 6089/20000 [7:44:28<19:43:03, 5.10s/it] 30%|███ | 6090/20000 [7:44:32<18:59:58, 4.92s/it] 30%|███ | 6091/20000 [7:44:36<18:11:32, 4.71s/it] 30%|███ | 6092/20000 [7:44:40<17:22:37, 4.50s/it] 30%|███ | 6093/20000 [7:44:44<16:41:06, 4.32s/it] 30%|███ | 6094/20000 [7:44:48<15:59:46, 4.14s/it] 30%|███ | 6095/20000 [7:44:52<15:21:32, 3.98s/it] 30%|███ | 6096/20000 [7:44:55<14:48:08, 3.83s/it] 30%|███ | 6097/20000 [7:44:59<14:16:31, 3.70s/it] 30%|███ | 6098/20000 [7:45:02<13:47:11, 3.57s/it] 30%|███ | 6099/20000 [7:45:05<13:10:28, 3.41s/it] 30%|███ | 6100/20000 [7:45:08<12:33:03, 3.25s/it] 31%|███ | 6101/20000 [7:45:10<11:52:01, 3.07s/it] 31%|███ | 6102/20000 [7:45:13<11:03:27, 2.86s/it] 31%|███ | 6103/20000 [7:45:15<9:43:44, 2.52s/it] 31%|███ | 6104/20000 [7:45:23<16:37:49, 4.31s/it] 31%|███ | 6105/20000 [7:45:29<18:37:52, 4.83s/it] 31%|███ | 6106/20000 [7:45:34<19:13:27, 4.98s/it] 31%|███ | 6107/20000 [7:45:39<19:10:42, 4.97s/it] 31%|███ | 6108/20000 [7:45:44<18:49:34, 4.88s/it] 31%|███ | 6109/20000 [7:45:48<18:19:29, 4.75s/it] 31%|███ | 6110/20000 [7:45:53<17:41:05, 4.58s/it] 31%|███ | 6111/20000 [7:45:57<17:05:31, 4.43s/it] 31%|███ | 6112/20000 [7:46:01<16:31:13, 4.28s/it] 31%|███ | 6113/20000 [7:46:04<15:56:37, 4.13s/it] 31%|███ | 6114/20000 [7:46:08<15:24:42, 4.00s/it] 31%|███ | 6115/20000 [7:46:12<14:57:19, 3.88s/it] 31%|███ | 6116/20000 [7:46:15<14:30:53, 3.76s/it] 31%|███ | 6117/20000 [7:46:19<14:05:56, 3.66s/it] 31%|███ | 6118/20000 [7:46:22<13:22:24, 3.47s/it] 31%|███ | 6119/20000 [7:46:24<12:39:10, 3.28s/it] 31%|███ | 6120/20000 [7:46:27<11:54:57, 3.09s/it] 31%|███ | 6121/20000 [7:46:29<11:03:35, 2.87s/it] 31%|███ | 6122/20000 [7:46:31<9:48:13, 2.54s/it] 31%|███ | 6123/20000 [7:46:39<15:59:59, 4.15s/it] 31%|███ | 6124/20000 [7:46:45<17:56:32, 4.65s/it] 31%|███ | 6125/20000 [7:46:50<18:28:58, 4.80s/it] 31%|███ | 6126/20000 [7:46:55<18:26:58, 4.79s/it] 31%|███ | 6127/20000 [7:46:59<18:13:05, 4.73s/it] 31%|███ | 6128/20000 [7:47:04<17:41:23, 4.59s/it] 31%|███ | 6129/20000 [7:47:08<17:04:45, 4.43s/it] 31%|███ | 6130/20000 [7:47:12<16:28:53, 4.28s/it] 31%|███ | 6131/20000 [7:47:15<15:54:03, 4.13s/it] 31%|███ | 6132/20000 [7:47:19<15:16:20, 3.96s/it] 31%|███ | 6133/20000 [7:47:23<14:43:38, 3.82s/it] 31%|███ | 6134/20000 [7:47:26<14:11:15, 3.68s/it] 31%|███ | 6135/20000 [7:47:29<13:43:13, 3.56s/it] 31%|███ | 6136/20000 [7:47:32<13:15:05, 3.44s/it] 31%|███ | 6137/20000 [7:47:35<12:41:15, 3.29s/it] 31%|███ | 6138/20000 [7:47:38<12:07:00, 3.15s/it] 31%|███ | 6139/20000 [7:47:41<11:32:33, 3.00s/it] 31%|███ | 6140/20000 [7:47:43<10:54:21, 2.83s/it] 31%|███ | 6141/20000 [7:47:45<9:46:01, 2.54s/it] 31%|███ | 6142/20000 [7:47:54<17:04:37, 4.44s/it] 31%|███ | 6143/20000 [7:48:00<19:03:38, 4.95s/it] 31%|███ | 6144/20000 [7:48:06<19:41:55, 5.12s/it] 31%|███ | 6145/20000 [7:48:11<19:40:43, 5.11s/it] 31%|███ | 6146/20000 [7:48:16<19:21:58, 5.03s/it] 31%|███ | 6147/20000 [7:48:20<18:52:28, 4.90s/it] 31%|███ | 6148/20000 [7:48:24<18:14:14, 4.74s/it] 31%|███ | 6149/20000 [7:48:29<17:33:17, 4.56s/it] 31%|███ | 6150/20000 [7:48:33<16:51:23, 4.38s/it] 31%|███ | 6151/20000 [7:48:36<16:14:12, 4.22s/it] 31%|███ | 6152/20000 [7:48:40<15:38:16, 4.07s/it] 31%|███ | 6153/20000 [7:48:44<15:01:42, 3.91s/it] 31%|███ | 6154/20000 [7:48:47<14:24:37, 3.75s/it] 31%|███ | 6155/20000 [7:48:50<13:53:23, 3.61s/it] 31%|███ | 6156/20000 [7:48:53<13:15:05, 3.45s/it] 31%|███ | 6157/20000 [7:48:56<12:36:21, 3.28s/it] 31%|███ | 6158/20000 [7:48:59<11:56:56, 3.11s/it] 31%|███ | 6159/20000 [7:49:01<11:10:20, 2.91s/it] 31%|███ | 6160/20000 [7:49:03<9:53:16, 2.57s/it] 31%|███ | 6161/20000 [7:49:09<13:05:15, 3.40s/it] 31%|███ | 6162/20000 [7:49:11<12:21:29, 3.22s/it] 31%|███ | 6163/20000 [7:49:21<19:24:04, 5.05s/it] 31%|███ | 6164/20000 [7:49:27<20:44:26, 5.40s/it] 31%|███ | 6165/20000 [7:49:32<20:54:40, 5.44s/it] 31%|███ | 6166/20000 [7:49:37<20:26:36, 5.32s/it] 31%|███ | 6167/20000 [7:49:42<19:50:36, 5.16s/it] 31%|███ | 6168/20000 [7:49:47<19:05:42, 4.97s/it] 31%|███ | 6169/20000 [7:49:51<18:17:47, 4.76s/it] 31%|███ | 6170/20000 [7:49:55<17:31:37, 4.56s/it] 31%|███ | 6171/20000 [7:49:59<16:52:40, 4.39s/it] 31%|███ | 6172/20000 [7:50:03<16:13:51, 4.23s/it] 31%|███ | 6173/20000 [7:50:07<15:35:40, 4.06s/it] 31%|███ | 6174/20000 [7:50:10<14:58:54, 3.90s/it] 31%|███ | 6175/20000 [7:50:14<14:24:15, 3.75s/it] 31%|███ | 6176/20000 [7:50:17<13:50:53, 3.61s/it] 31%|███ | 6177/20000 [7:50:20<13:13:14, 3.44s/it] 31%|███ | 6178/20000 [7:50:23<12:35:52, 3.28s/it] 31%|███ | 6179/20000 [7:50:26<11:57:42, 3.12s/it] 31%|███ | 6180/20000 [7:50:28<11:09:34, 2.91s/it] 31%|███ | 6181/20000 [7:50:30<9:53:12, 2.58s/it] 31%|███ | 6182/20000 [7:50:38<16:45:17, 4.37s/it] 31%|███ | 6183/20000 [7:50:45<18:54:08, 4.92s/it] 31%|███ | 6184/20000 [7:50:50<19:37:24, 5.11s/it] 31%|███ | 6185/20000 [7:50:55<19:41:02, 5.13s/it] 31%|███ | 6186/20000 [7:51:00<19:14:26, 5.01s/it] 31%|███ | 6187/20000 [7:51:05<18:41:51, 4.87s/it] 31%|███ | 6188/20000 [7:51:09<17:57:40, 4.68s/it] 31%|███ | 6189/20000 [7:51:13<17:19:01, 4.51s/it] 31%|███ | 6190/20000 [7:51:17<16:49:18, 4.39s/it] 31%|███ | 6191/20000 [7:51:21<16:15:38, 4.24s/it] 31%|███ | 6192/20000 [7:51:25<15:45:52, 4.11s/it] 31%|███ | 6193/20000 [7:51:28<15:15:22, 3.98s/it] 31%|███ | 6194/20000 [7:51:32<14:48:52, 3.86s/it] 31%|███ | 6195/20000 [7:51:35<14:18:53, 3.73s/it] 31%|███ | 6196/20000 [7:51:39<13:40:16, 3.57s/it] 31%|███ | 6197/20000 [7:51:42<13:00:57, 3.39s/it] 31%|███ | 6198/20000 [7:51:44<12:19:50, 3.22s/it] 31%|███ | 6199/20000 [7:51:47<11:28:15, 2.99s/it] 31%|███ | 6200/20000 [7:51:49<10:01:58, 2.62s/it] 31%|███ | 6201/20000 [7:51:58<17:37:04, 4.60s/it] 31%|███ | 6202/20000 [7:52:04<19:35:29, 5.11s/it] 31%|███ | 6203/20000 [7:52:10<20:06:57, 5.25s/it] 31%|███ | 6204/20000 [7:52:15<20:01:42, 5.23s/it] 31%|███ | 6205/20000 [7:52:20<19:40:27, 5.13s/it] 31%|███ | 6206/20000 [7:52:25<19:11:27, 5.01s/it] 31%|███ | 6207/20000 [7:52:29<18:30:28, 4.83s/it] 31%|███ | 6208/20000 [7:52:33<17:54:43, 4.68s/it] 31%|███ | 6209/20000 [7:52:37<17:19:16, 4.52s/it] 31%|███ | 6210/20000 [7:52:41<16:44:09, 4.37s/it] 31%|███ | 6211/20000 [7:52:45<16:03:55, 4.19s/it] 31%|███ | 6212/20000 [7:52:49<15:26:01, 4.03s/it] 31%|███ | 6213/20000 [7:52:52<14:49:35, 3.87s/it] 31%|███ | 6214/20000 [7:52:56<14:17:36, 3.73s/it] 31%|███ | 6215/20000 [7:52:59<13:41:30, 3.58s/it] 31%|███ | 6216/20000 [7:53:02<13:05:01, 3.42s/it] 31%|███ | 6217/20000 [7:53:05<12:24:19, 3.24s/it] 31%|███ | 6218/20000 [7:53:07<11:34:03, 3.02s/it] 31%|███ | 6219/20000 [7:53:09<10:17:29, 2.69s/it] 31%|███ | 6220/20000 [7:53:18<17:02:25, 4.45s/it] 31%|███ | 6221/20000 [7:53:24<19:00:26, 4.97s/it] 31%|███ | 6222/20000 [7:53:30<19:40:01, 5.14s/it] 31%|███ | 6223/20000 [7:53:35<19:35:21, 5.12s/it] 31%|███ | 6224/20000 [7:53:39<19:15:30, 5.03s/it] 31%|███ | 6225/20000 [7:53:44<18:46:25, 4.91s/it] 31%|███ | 6226/20000 [7:53:48<18:09:16, 4.74s/it] 31%|███ | 6227/20000 [7:53:53<17:33:57, 4.59s/it] 31%|███ | 6228/20000 [7:53:57<16:56:36, 4.43s/it] 31%|███ | 6229/20000 [7:54:01<16:21:06, 4.27s/it] 31%|███ | 6230/20000 [7:54:04<15:36:33, 4.08s/it] 31%|███ | 6231/20000 [7:54:08<14:53:49, 3.89s/it] 31%|███ | 6232/20000 [7:54:11<14:15:27, 3.73s/it] 31%|███ | 6233/20000 [7:54:14<13:39:22, 3.57s/it] 31%|███ | 6234/20000 [7:54:17<12:59:24, 3.40s/it] 31%|███ | 6235/20000 [7:54:20<12:19:56, 3.23s/it] 31%|███ | 6236/20000 [7:54:23<11:37:44, 3.04s/it] 31%|███ | 6237/20000 [7:54:25<10:50:31, 2.84s/it] 31%|███ | 6238/20000 [7:54:27<9:36:46, 2.51s/it] 31%|███ | 6239/20000 [7:54:32<12:58:25, 3.39s/it] 31%|███ | 6240/20000 [7:54:35<12:27:26, 3.26s/it] 31%|███ | 6241/20000 [7:54:45<19:33:09, 5.12s/it] 31%|███ | 6242/20000 [7:54:51<20:43:16, 5.42s/it] 31%|███ | 6243/20000 [7:54:56<20:50:14, 5.45s/it] 31%|███ | 6244/20000 [7:55:01<20:20:34, 5.32s/it] 31%|███ | 6245/20000 [7:55:06<19:40:51, 5.15s/it] 31%|███ | 6246/20000 [7:55:11<19:00:01, 4.97s/it] 31%|███ | 6247/20000 [7:55:15<18:12:56, 4.77s/it] 31%|███ | 6248/20000 [7:55:19<17:27:23, 4.57s/it] 31%|███ | 6249/20000 [7:55:23<16:41:11, 4.37s/it] 31%|███▏ | 6250/20000 [7:55:27<15:58:14, 4.18s/it] 31%|███▏ | 6251/20000 [7:55:30<15:17:59, 4.01s/it] 31%|███▏ | 6252/20000 [7:55:34<14:39:40, 3.84s/it] 31%|███▏ | 6253/20000 [7:55:37<14:03:53, 3.68s/it] 31%|███▏ | 6254/20000 [7:55:40<13:30:08, 3.54s/it] 31%|███▏ | 6255/20000 [7:55:43<12:53:08, 3.37s/it] 31%|███▏ | 6256/20000 [7:55:46<12:16:23, 3.21s/it] 31%|███▏ | 6257/20000 [7:55:49<11:34:58, 3.03s/it] 31%|███▏ | 6258/20000 [7:55:51<10:45:35, 2.82s/it] 31%|███▏ | 6259/20000 [7:55:53<9:35:24, 2.51s/it] 31%|███▏ | 6260/20000 [7:56:01<16:29:38, 4.32s/it] 31%|███▏ | 6261/20000 [7:56:07<18:10:46, 4.76s/it] 31%|███▏ | 6262/20000 [7:56:12<18:38:00, 4.88s/it] 31%|███▏ | 6263/20000 [7:56:17<18:39:54, 4.89s/it] 31%|███▏ | 6264/20000 [7:56:22<18:20:18, 4.81s/it] 31%|███▏ | 6265/20000 [7:56:26<17:46:49, 4.66s/it] 31%|███▏ | 6266/20000 [7:56:30<17:07:59, 4.49s/it] 31%|███▏ | 6267/20000 [7:56:34<16:36:52, 4.36s/it] 31%|███▏ | 6268/20000 [7:56:38<16:05:43, 4.22s/it] 31%|███▏ | 6269/20000 [7:56:42<15:32:38, 4.08s/it] 31%|███▏ | 6270/20000 [7:56:45<14:59:08, 3.93s/it] 31%|███▏ | 6271/20000 [7:56:49<14:26:42, 3.79s/it] 31%|███▏ | 6272/20000 [7:56:52<13:54:23, 3.65s/it] 31%|███▏ | 6273/20000 [7:56:55<13:19:35, 3.50s/it] 31%|███▏ | 6274/20000 [7:56:58<12:41:39, 3.33s/it] 31%|███▏ | 6275/20000 [7:57:01<12:05:24, 3.17s/it] 31%|███▏ | 6276/20000 [7:57:04<11:26:01, 3.00s/it] 31%|███▏ | 6277/20000 [7:57:06<10:40:25, 2.80s/it] 31%|███▏ | 6278/20000 [7:57:08<9:25:44, 2.47s/it] 31%|███▏ | 6279/20000 [7:57:16<15:50:20, 4.16s/it] 31%|███▏ | 6280/20000 [7:57:22<17:50:11, 4.68s/it] 31%|███▏ | 6281/20000 [7:57:27<18:30:24, 4.86s/it] 31%|███▏ | 6282/20000 [7:57:32<18:33:38, 4.87s/it] 31%|███▏ | 6283/20000 [7:57:37<18:20:37, 4.81s/it] 31%|███▏ | 6284/20000 [7:57:41<18:07:42, 4.76s/it] 31%|███▏ | 6285/20000 [7:57:46<17:35:32, 4.62s/it] 31%|███▏ | 6286/20000 [7:57:50<16:58:06, 4.45s/it] 31%|███▏ | 6287/20000 [7:57:54<16:24:17, 4.31s/it] 31%|███▏ | 6288/20000 [7:57:57<15:48:01, 4.15s/it] 31%|███▏ | 6289/20000 [7:58:01<15:11:17, 3.99s/it] 31%|███▏ | 6290/20000 [7:58:04<14:36:35, 3.84s/it] 31%|███▏ | 6291/20000 [7:58:08<14:03:50, 3.69s/it] 31%|███▏ | 6292/20000 [7:58:11<13:34:27, 3.56s/it] 31%|███▏ | 6293/20000 [7:58:14<12:58:11, 3.41s/it] 31%|███▏ | 6294/20000 [7:58:17<12:22:35, 3.25s/it] 31%|███▏ | 6295/20000 [7:58:20<11:45:47, 3.09s/it] 31%|███▏ | 6296/20000 [7:58:22<10:58:03, 2.88s/it] 31%|███▏ | 6297/20000 [7:58:24<9:47:03, 2.57s/it] 31%|███▏ | 6298/20000 [7:58:32<16:22:24, 4.30s/it] 31%|███▏ | 6299/20000 [7:58:39<18:41:39, 4.91s/it] 32%|███▏ | 6300/20000 [7:58:44<19:22:35, 5.09s/it] 32%|███▏ | 6301/20000 [7:58:49<19:32:09, 5.13s/it] 32%|███▏ | 6302/20000 [7:58:54<18:56:18, 4.98s/it] 32%|███▏ | 6303/20000 [7:58:58<18:15:04, 4.80s/it] 32%|███▏ | 6304/20000 [7:59:03<17:30:07, 4.60s/it] 32%|███▏ | 6305/20000 [7:59:07<16:52:22, 4.44s/it] 32%|███▏ | 6306/20000 [7:59:10<16:16:54, 4.28s/it] 32%|███▏ | 6307/20000 [7:59:14<15:41:37, 4.13s/it] 32%|███▏ | 6308/20000 [7:59:18<15:04:38, 3.96s/it] 32%|███▏ | 6309/20000 [7:59:21<14:30:38, 3.82s/it] 32%|███▏ | 6310/20000 [7:59:25<13:59:13, 3.68s/it] 32%|███▏ | 6311/20000 [7:59:28<13:28:14, 3.54s/it] 32%|███▏ | 6312/20000 [7:59:31<12:53:04, 3.39s/it] 32%|███▏ | 6313/20000 [7:59:34<12:13:58, 3.22s/it] 32%|███▏ | 6314/20000 [7:59:36<11:34:43, 3.05s/it] 32%|███▏ | 6315/20000 [7:59:39<10:49:25, 2.85s/it] 32%|███▏ | 6316/20000 [7:59:41<9:32:44, 2.51s/it] 32%|███▏ | 6317/20000 [7:59:46<12:46:32, 3.36s/it] 32%|███▏ | 6318/20000 [7:59:49<11:58:59, 3.15s/it] 32%|███▏ | 6319/20000 [7:59:58<19:07:01, 5.03s/it] 32%|███▏ | 6320/20000 [8:00:04<20:13:27, 5.32s/it] 32%|███▏ | 6321/20000 [8:00:09<20:09:42, 5.31s/it] 32%|███▏ | 6322/20000 [8:00:14<19:36:53, 5.16s/it] 32%|███▏ | 6323/20000 [8:00:19<18:56:51, 4.99s/it] 32%|███▏ | 6324/20000 [8:00:23<18:13:32, 4.80s/it] 32%|███▏ | 6325/20000 [8:00:27<17:26:04, 4.59s/it] 32%|███▏ | 6326/20000 [8:00:31<16:41:37, 4.39s/it] 32%|███▏ | 6327/20000 [8:00:35<16:00:31, 4.22s/it] 32%|███▏ | 6328/20000 [8:00:38<15:20:42, 4.04s/it] 32%|███▏ | 6329/20000 [8:00:42<14:45:34, 3.89s/it] 32%|███▏ | 6330/20000 [8:00:45<14:11:33, 3.74s/it] 32%|███▏ | 6331/20000 [8:00:49<13:40:10, 3.60s/it] 32%|███▏ | 6332/20000 [8:00:52<13:11:08, 3.47s/it] 32%|███▏ | 6333/20000 [8:00:55<12:36:37, 3.32s/it] 32%|███▏ | 6334/20000 [8:00:58<12:05:02, 3.18s/it] 32%|███▏ | 6335/20000 [8:01:00<11:28:40, 3.02s/it] 32%|███▏ | 6336/20000 [8:01:03<10:45:19, 2.83s/it] 32%|███▏ | 6337/20000 [8:01:04<9:33:04, 2.52s/it] 32%|███▏ | 6338/20000 [8:01:13<16:13:06, 4.27s/it] 32%|███▏ | 6339/20000 [8:01:19<18:09:09, 4.78s/it] 32%|███▏ | 6340/20000 [8:01:24<18:51:41, 4.97s/it] 32%|███▏ | 6341/20000 [8:01:29<18:55:02, 4.99s/it] 32%|███▏ | 6342/20000 [8:01:34<18:27:00, 4.86s/it] 32%|███▏ | 6343/20000 [8:01:38<17:55:38, 4.73s/it] 32%|███▏ | 6344/20000 [8:01:42<17:17:46, 4.56s/it] 32%|███▏ | 6345/20000 [8:01:46<16:41:15, 4.40s/it] 32%|███▏ | 6346/20000 [8:01:50<16:11:57, 4.27s/it] 32%|███▏ | 6347/20000 [8:01:54<15:41:28, 4.14s/it] 32%|███▏ | 6348/20000 [8:01:58<15:04:17, 3.97s/it] 32%|███▏ | 6349/20000 [8:02:01<14:30:22, 3.83s/it] 32%|███▏ | 6350/20000 [8:02:05<13:58:20, 3.69s/it] 32%|███▏ | 6351/20000 [8:02:08<13:26:50, 3.55s/it] 32%|███▏ | 6352/20000 [8:02:11<12:50:46, 3.39s/it] 32%|███▏ | 6353/20000 [8:02:14<12:19:00, 3.25s/it] 32%|███▏ | 6354/20000 [8:02:16<11:37:14, 3.07s/it] 32%|███▏ | 6355/20000 [8:02:19<10:50:45, 2.86s/it] 32%|███▏ | 6356/20000 [8:02:21<9:33:35, 2.52s/it] 32%|███▏ | 6357/20000 [8:02:29<16:00:20, 4.22s/it] 32%|███▏ | 6358/20000 [8:02:35<18:12:38, 4.81s/it] 32%|███▏ | 6359/20000 [8:02:40<18:53:19, 4.98s/it] 32%|███▏ | 6360/20000 [8:02:45<18:53:11, 4.98s/it] 32%|███▏ | 6361/20000 [8:02:50<18:25:55, 4.87s/it] 32%|███▏ | 6362/20000 [8:02:54<17:51:22, 4.71s/it] 32%|███▏ | 6363/20000 [8:02:58<17:08:43, 4.53s/it] 32%|███▏ | 6364/20000 [8:03:02<16:31:33, 4.36s/it] 32%|███▏ | 6365/20000 [8:03:06<15:54:13, 4.20s/it] 32%|███▏ | 6366/20000 [8:03:10<15:17:42, 4.04s/it] 32%|███▏ | 6367/20000 [8:03:13<14:43:00, 3.89s/it] 32%|███▏ | 6368/20000 [8:03:17<14:09:14, 3.74s/it] 32%|███▏ | 6369/20000 [8:03:20<13:36:53, 3.60s/it] 32%|███▏ | 6370/20000 [8:03:23<13:06:21, 3.46s/it] 32%|███▏ | 6371/20000 [8:03:26<12:30:34, 3.30s/it] 32%|███▏ | 6372/20000 [8:03:29<11:55:06, 3.15s/it] 32%|███▏ | 6373/20000 [8:03:31<11:18:25, 2.99s/it] 32%|███▏ | 6374/20000 [8:03:34<10:33:19, 2.79s/it] 32%|███▏ | 6375/20000 [8:03:36<9:26:00, 2.49s/it] 32%|███▏ | 6376/20000 [8:03:44<16:01:11, 4.23s/it] 32%|███▏ | 6377/20000 [8:03:50<18:09:10, 4.80s/it] 32%|███▏ | 6378/20000 [8:03:55<18:46:37, 4.96s/it] 32%|███▏ | 6379/20000 [8:04:00<18:39:40, 4.93s/it] 32%|███▏ | 6380/20000 [8:04:05<18:15:47, 4.83s/it] 32%|███▏ | 6381/20000 [8:04:09<17:46:58, 4.70s/it] 32%|███▏ | 6382/20000 [8:04:13<17:08:55, 4.53s/it] 32%|███▏ | 6383/20000 [8:04:17<16:32:07, 4.37s/it] 32%|███▏ | 6384/20000 [8:04:21<15:55:07, 4.21s/it] 32%|███▏ | 6385/20000 [8:04:25<15:17:34, 4.04s/it] 32%|███▏ | 6386/20000 [8:04:28<14:41:52, 3.89s/it] 32%|███▏ | 6387/20000 [8:04:32<14:10:14, 3.75s/it] 32%|███▏ | 6388/20000 [8:04:35<13:39:35, 3.61s/it] 32%|███▏ | 6389/20000 [8:04:38<13:10:53, 3.49s/it] 32%|███▏ | 6390/20000 [8:04:41<12:36:56, 3.34s/it] 32%|███▏ | 6391/20000 [8:04:44<12:05:17, 3.20s/it] 32%|███▏ | 6392/20000 [8:04:47<11:32:03, 3.05s/it] 32%|███▏ | 6393/20000 [8:04:49<10:49:42, 2.86s/it] 32%|███▏ | 6394/20000 [8:04:51<9:38:03, 2.55s/it] 32%|███▏ | 6395/20000 [8:04:56<12:29:32, 3.31s/it] 32%|███▏ | 6396/20000 [8:04:59<11:51:31, 3.14s/it] 32%|███▏ | 6397/20000 [8:05:08<19:04:07, 5.05s/it] 32%|███▏ | 6398/20000 [8:05:14<20:12:52, 5.35s/it] 32%|███▏ | 6399/20000 [8:05:20<20:16:54, 5.37s/it] 32%|███▏ | 6400/20000 [8:05:25<19:41:43, 5.21s/it] 32%|███▏ | 6401/20000 [8:05:29<18:58:32, 5.02s/it] 32%|███▏ | 6402/20000 [8:05:34<18:13:58, 4.83s/it] 32%|███▏ | 6403/20000 [8:05:38<17:25:38, 4.61s/it] 32%|███▏ | 6404/20000 [8:05:42<16:40:27, 4.42s/it] 32%|███▏ | 6405/20000 [8:05:46<16:02:06, 4.25s/it] 32%|███▏ | 6406/20000 [8:05:49<15:23:47, 4.08s/it] 32%|███▏ | 6407/20000 [8:05:53<14:47:20, 3.92s/it] 32%|███▏ | 6408/20000 [8:05:56<14:12:50, 3.76s/it] 32%|███▏ | 6409/20000 [8:05:59<13:40:27, 3.62s/it] 32%|███▏ | 6410/20000 [8:06:03<13:13:43, 3.50s/it] 32%|███▏ | 6411/20000 [8:06:06<12:47:04, 3.39s/it] 32%|███▏ | 6412/20000 [8:06:09<12:09:24, 3.22s/it] 32%|███▏ | 6413/20000 [8:06:11<11:31:32, 3.05s/it] 32%|███▏ | 6414/20000 [8:06:14<10:47:52, 2.86s/it] 32%|███▏ | 6415/20000 [8:06:16<9:37:19, 2.55s/it] 32%|███▏ | 6416/20000 [8:06:24<16:33:38, 4.39s/it] 32%|███▏ | 6417/20000 [8:06:30<18:25:35, 4.88s/it] 32%|███▏ | 6418/20000 [8:06:36<18:59:32, 5.03s/it] 32%|███▏ | 6419/20000 [8:06:41<18:57:47, 5.03s/it] 32%|███▏ | 6420/20000 [8:06:45<18:37:33, 4.94s/it] 32%|███▏ | 6421/20000 [8:06:50<18:14:01, 4.83s/it] 32%|███▏ | 6422/20000 [8:06:54<17:34:35, 4.66s/it] 32%|███▏ | 6423/20000 [8:06:58<16:55:37, 4.49s/it] 32%|███▏ | 6424/20000 [8:07:02<16:19:34, 4.33s/it] 32%|███▏ | 6425/20000 [8:07:06<15:41:19, 4.16s/it] 32%|███▏ | 6426/20000 [8:07:10<15:03:03, 3.99s/it] 32%|███▏ | 6427/20000 [8:07:13<14:27:32, 3.84s/it] 32%|███▏ | 6428/20000 [8:07:16<13:54:46, 3.69s/it] 32%|███▏ | 6429/20000 [8:07:20<13:26:10, 3.56s/it] 32%|███▏ | 6430/20000 [8:07:23<12:52:15, 3.41s/it] 32%|███▏ | 6431/20000 [8:07:26<12:15:29, 3.25s/it] 32%|███▏ | 6432/20000 [8:07:28<11:35:11, 3.07s/it] 32%|███▏ | 6433/20000 [8:07:31<10:49:29, 2.87s/it] 32%|███▏ | 6434/20000 [8:07:33<9:38:14, 2.56s/it] 32%|███▏ | 6435/20000 [8:07:40<15:40:34, 4.16s/it] 32%|███▏ | 6436/20000 [8:07:47<17:55:56, 4.76s/it] 32%|███▏ | 6437/20000 [8:07:52<18:34:47, 4.93s/it] 32%|███▏ | 6438/20000 [8:07:57<18:32:31, 4.92s/it] 32%|███▏ | 6439/20000 [8:08:02<18:14:15, 4.84s/it] 32%|███▏ | 6440/20000 [8:08:06<17:45:41, 4.72s/it] 32%|███▏ | 6441/20000 [8:08:10<17:07:53, 4.55s/it] 32%|███▏ | 6442/20000 [8:08:14<16:31:37, 4.39s/it] 32%|███▏ | 6443/20000 [8:08:18<15:56:48, 4.23s/it] 32%|███▏ | 6444/20000 [8:08:22<15:23:53, 4.09s/it] 32%|███▏ | 6445/20000 [8:08:25<14:49:09, 3.94s/it] 32%|███▏ | 6446/20000 [8:08:29<14:15:19, 3.79s/it] 32%|███▏ | 6447/20000 [8:08:32<13:44:59, 3.65s/it] 32%|███▏ | 6448/20000 [8:08:35<13:17:42, 3.53s/it] 32%|███▏ | 6449/20000 [8:08:38<12:43:16, 3.38s/it] 32%|███▏ | 6450/20000 [8:08:41<12:08:25, 3.23s/it] 32%|███▏ | 6451/20000 [8:08:44<11:30:44, 3.06s/it] 32%|███▏ | 6452/20000 [8:08:46<10:44:38, 2.85s/it] 32%|███▏ | 6453/20000 [8:08:48<9:32:24, 2.54s/it] 32%|███▏ | 6454/20000 [8:08:56<15:35:50, 4.15s/it] 32%|███▏ | 6455/20000 [8:09:02<17:51:35, 4.75s/it] 32%|███▏ | 6456/20000 [8:09:08<18:34:06, 4.94s/it] 32%|███▏ | 6457/20000 [8:09:13<18:48:41, 5.00s/it] 32%|███▏ | 6458/20000 [8:09:18<18:45:10, 4.99s/it] 32%|███▏ | 6459/20000 [8:09:22<18:03:07, 4.80s/it] 32%|███▏ | 6460/20000 [8:09:26<17:16:13, 4.59s/it] 32%|███▏ | 6461/20000 [8:09:30<16:32:39, 4.40s/it] 32%|███▏ | 6462/20000 [8:09:34<15:59:27, 4.25s/it] 32%|███▏ | 6463/20000 [8:09:38<15:32:53, 4.13s/it] 32%|███▏ | 6464/20000 [8:09:41<15:01:07, 3.99s/it] 32%|███▏ | 6465/20000 [8:09:45<14:31:22, 3.86s/it] 32%|███▏ | 6466/20000 [8:09:48<14:00:49, 3.73s/it] 32%|███▏ | 6467/20000 [8:09:52<13:35:03, 3.61s/it] 32%|███▏ | 6468/20000 [8:09:55<13:08:45, 3.50s/it] 32%|███▏ | 6469/20000 [8:09:58<12:40:25, 3.37s/it] 32%|███▏ | 6470/20000 [8:10:01<12:05:06, 3.22s/it] 32%|███▏ | 6471/20000 [8:10:03<11:15:45, 3.00s/it] 32%|███▏ | 6472/20000 [8:10:05<9:55:28, 2.64s/it] 32%|███▏ | 6473/20000 [8:10:11<13:24:10, 3.57s/it] 32%|███▏ | 6474/20000 [8:10:14<12:30:36, 3.33s/it] 32%|███▏ | 6475/20000 [8:10:24<19:51:39, 5.29s/it] 32%|███▏ | 6476/20000 [8:10:30<20:59:32, 5.59s/it] 32%|███▏ | 6477/20000 [8:10:36<21:07:40, 5.62s/it] 32%|███▏ | 6478/20000 [8:10:41<20:49:57, 5.55s/it] 32%|███▏ | 6479/20000 [8:10:46<20:22:11, 5.42s/it] 32%|███▏ | 6480/20000 [8:10:51<20:01:22, 5.33s/it] 32%|███▏ | 6481/20000 [8:10:56<19:16:31, 5.13s/it] 32%|███▏ | 6482/20000 [8:11:01<18:47:58, 5.01s/it] 32%|███▏ | 6483/20000 [8:11:05<18:07:21, 4.83s/it] 32%|███▏ | 6484/20000 [8:11:09<17:43:00, 4.72s/it] 32%|███▏ | 6485/20000 [8:11:14<17:04:42, 4.55s/it] 32%|███▏ | 6486/20000 [8:11:17<16:13:41, 4.32s/it] 32%|███▏ | 6487/20000 [8:11:21<15:29:57, 4.13s/it] 32%|███▏ | 6488/20000 [8:11:25<15:09:31, 4.04s/it] 32%|███▏ | 6489/20000 [8:11:29<14:39:19, 3.90s/it] 32%|███▏ | 6490/20000 [8:11:32<14:03:35, 3.75s/it] 32%|███▏ | 6491/20000 [8:11:35<13:09:32, 3.51s/it] 32%|███▏ | 6492/20000 [8:11:38<12:15:10, 3.27s/it] 32%|███▏ | 6493/20000 [8:11:40<11:00:20, 2.93s/it] 32%|███▏ | 6494/20000 [8:11:50<18:45:40, 5.00s/it] 32%|███▏ | 6495/20000 [8:11:56<20:27:28, 5.45s/it] 32%|███▏ | 6496/20000 [8:12:02<20:54:41, 5.57s/it] 32%|███▏ | 6497/20000 [8:12:07<20:45:22, 5.53s/it] 32%|███▏ | 6498/20000 [8:12:13<20:24:01, 5.44s/it] 32%|███▏ | 6499/20000 [8:12:18<20:04:22, 5.35s/it] 32%|███▎ | 6500/20000 [8:12:22<19:20:31, 5.16s/it] 32%|███▎ | 6500/20000 [8:12:22<19:20:31, 5.16s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.1028498187661171, 'eval_wer': 0.08041648205582631, 'eval_runtime': 62.6651, 'eval_samples_per_second': 29.634, 'eval_steps_per_second': 1.245, 'epoch': 76.92} {'loss': 0.0128, 'learning_rate': 0.00034615384615384613, 'epoch': 83.33} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:27, 2.75it/s][A 4%|▍ | 3/78 [00:01<00:37, 1.99it/s][A 5%|▌ | 4/78 [00:02<00:43, 1.71it/s][A 6%|▋ | 5/78 [00:02<00:48, 1.50it/s][A 8%|▊ | 6/78 [00:03<00:55, 1.30it/s][A 9%|▉ | 7/78 [00:05<01:01, 1.15it/s][A 10%|█ | 8/78 [00:06<01:05, 1.06it/s][A 12%|█▏ | 9/78 [00:07<01:06, 1.04it/s][A 13%|█▎ | 10/78 [00:08<01:03, 1.07it/s][A 14%|█▍ | 11/78 [00:08<01:00, 1.11it/s][A 15%|█▌ | 12/78 [00:09<00:56, 1.16it/s][A 17%|█▋ | 13/78 [00:10<00:52, 1.24it/s][A 18%|█▊ | 14/78 [00:11<00:53, 1.20it/s][A 19%|█▉ | 15/78 [00:12<00:53, 1.17it/s][A 21%|██ | 16/78 [00:12<00:54, 1.14it/s][A 22%|██▏ | 17/78 [00:13<00:53, 1.14it/s][A 23%|██▎ | 18/78 [00:14<00:56, 1.06it/s][A 24%|██▍ | 19/78 [00:15<00:54, 1.08it/s][A 26%|██▌ | 20/78 [00:16<00:50, 1.16it/s][A 27%|██▋ | 21/78 [00:17<00:51, 1.10it/s][A 28%|██▊ | 22/78 [00:18<00:48, 1.16it/s][A 29%|██▉ | 23/78 [00:19<00:45, 1.20it/s][A 31%|███ | 24/78 [00:19<00:45, 1.18it/s][A 32%|███▏ | 25/78 [00:20<00:42, 1.24it/s][A 33%|███▎ | 26/78 [00:21<00:41, 1.26it/s][A 35%|███▍ | 27/78 [00:22<00:39, 1.28it/s][A 36%|███▌ | 28/78 [00:23<00:40, 1.22it/s][A 37%|███▋ | 29/78 [00:23<00:37, 1.29it/s][A 38%|███▊ | 30/78 [00:24<00:39, 1.21it/s][A 40%|███▉ | 31/78 [00:25<00:37, 1.24it/s][A 41%|████ | 32/78 [00:26<00:36, 1.26it/s][A 42%|████▏ | 33/78 [00:27<00:35, 1.27it/s][A 44%|████▎ | 34/78 [00:27<00:33, 1.30it/s][A 45%|████▍ | 35/78 [00:28<00:32, 1.32it/s][A 46%|████▌ | 36/78 [00:29<00:31, 1.34it/s][A 47%|████▋ | 37/78 [00:30<00:32, 1.28it/s][A 49%|████▊ | 38/78 [00:30<00:32, 1.23it/s][A 50%|█████ | 39/78 [00:32<00:35, 1.11it/s][A 51%|█████▏ | 40/78 [00:33<00:35, 1.08it/s][A 53%|█████▎ | 41/78 [00:34<00:37, 1.01s/it][A 54%|█████▍ | 42/78 [00:35<00:34, 1.03it/s][A 55%|█████▌ | 43/78 [00:36<00:34, 1.02it/s][A 56%|█████▋ | 44/78 [00:37<00:33, 1.02it/s][A 58%|█████▊ | 45/78 [00:37<00:31, 1.06it/s][A 59%|█████▉ | 46/78 [00:39<00:34, 1.08s/it][A 60%|██████ | 47/78 [00:40<00:30, 1.02it/s][A 62%|██████▏ | 48/78 [00:40<00:27, 1.10it/s][A 63%|██████▎ | 49/78 [00:41<00:24, 1.19it/s][A 64%|██████▍ | 50/78 [00:42<00:23, 1.21it/s][A 65%|██████▌ | 51/78 [00:43<00:20, 1.29it/s][A 67%|██████▋ | 52/78 [00:43<00:19, 1.31it/s][A 68%|██████▊ | 53/78 [00:44<00:18, 1.32it/s][A 69%|██████▉ | 54/78 [00:45<00:19, 1.25it/s][A 71%|███████ | 55/78 [00:46<00:18, 1.22it/s][A 72%|███████▏ | 56/78 [00:47<00:18, 1.21it/s][A 73%|███████▎ | 57/78 [00:48<00:20, 1.03it/s][A 74%|███████▍ | 58/78 [00:49<00:19, 1.04it/s][A 76%|███████▌ | 59/78 [00:50<00:18, 1.02it/s][A 77%|███████▋ | 60/78 [00:51<00:16, 1.07it/s][A 78%|███████▊ | 61/78 [00:52<00:15, 1.08it/s][A 79%|███████▉ | 62/78 [00:52<00:14, 1.09it/s][A 81%|████████ | 63/78 [00:53<00:13, 1.10it/s][A 82%|████████▏ | 64/78 [00:54<00:12, 1.11it/s][A 83%|████████▎ | 65/78 [00:55<00:11, 1.11it/s][A 85%|████████▍ | 66/78 [00:56<00:10, 1.13it/s][A 86%|████████▌ | 67/78 [00:57<00:09, 1.12it/s][A 87%|████████▋ | 68/78 [00:58<00:08, 1.16it/s][A 88%|████████▊ | 69/78 [00:59<00:07, 1.17it/s][A 90%|████████▉ | 70/78 [01:00<00:07, 1.12it/s][A 91%|█████████ | 71/78 [01:00<00:06, 1.16it/s][A 92%|█████████▏| 72/78 [01:01<00:05, 1.17it/s][A 94%|█████████▎| 73/78 [01:02<00:04, 1.13it/s][A 95%|█████████▍| 74/78 [01:03<00:03, 1.15it/s][A 96%|█████████▌| 75/78 [01:04<00:02, 1.13it/s][A 97%|█████████▋| 76/78 [01:05<00:01, 1.11it/s][A 99%|█████████▊| 77/78 [01:06<00:00, 1.16it/s][A 100%|██████████| 78/78 [01:06<00:00, 1.45it/s][A [A 32%|███▎ | 6500/20000 [8:13:31<19:20:31, 5.16s/it] 100%|██████████| 78/78 [01:08<00:00, 1.45it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-6500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-6500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-6500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-6500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-6000] due to args.save_total_limit 33%|███▎ | 6501/20000 [8:13:48<110:19:48, 29.42s/it] 33%|███▎ | 6502/20000 [8:13:53<81:52:54, 21.84s/it] 33%|███▎ | 6503/20000 [8:13:57<61:50:05, 16.49s/it] 33%|███▎ | 6504/20000 [8:14:00<47:32:48, 12.68s/it] 33%|███▎ | 6505/20000 [8:14:04<37:24:32, 9.98s/it] 33%|███▎ | 6506/20000 [8:14:08<30:15:52, 8.07s/it] 33%|███▎ | 6507/20000 [8:14:11<25:12:53, 6.73s/it] 33%|███▎ | 6508/20000 [8:14:15<21:33:10, 5.75s/it] 33%|███▎ | 6509/20000 [8:14:18<18:37:58, 4.97s/it] 33%|███▎ | 6510/20000 [8:14:21<16:14:59, 4.34s/it] 33%|███▎ | 6511/20000 [8:14:23<14:18:25, 3.82s/it] 33%|███▎ | 6512/20000 [8:14:25<11:59:44, 3.20s/it] 33%|███▎ | 6513/20000 [8:14:34<18:38:11, 4.97s/it] 33%|███▎ | 6514/20000 [8:14:41<20:35:34, 5.50s/it] 33%|███▎ | 6515/20000 [8:14:47<21:11:22, 5.66s/it] 33%|███▎ | 6516/20000 [8:14:52<20:45:07, 5.54s/it] 33%|███▎ | 6517/20000 [8:14:57<20:08:42, 5.38s/it] 33%|███▎ | 6518/20000 [8:15:02<19:25:14, 5.19s/it] 33%|███▎ | 6519/20000 [8:15:06<18:38:05, 4.98s/it] 33%|███▎ | 6520/20000 [8:15:11<18:02:29, 4.82s/it] 33%|███▎ | 6521/20000 [8:15:15<17:25:23, 4.65s/it] 33%|███▎ | 6522/20000 [8:15:19<16:51:20, 4.50s/it] 33%|███▎ | 6523/20000 [8:15:23<16:15:09, 4.34s/it] 33%|███▎ | 6524/20000 [8:15:27<15:39:15, 4.18s/it] 33%|███▎ | 6525/20000 [8:15:31<14:59:43, 4.01s/it] 33%|███▎ | 6526/20000 [8:15:34<14:29:01, 3.87s/it] 33%|███▎ | 6527/20000 [8:15:38<13:58:17, 3.73s/it] 33%|███▎ | 6528/20000 [8:15:41<13:23:39, 3.58s/it] 33%|███▎ | 6529/20000 [8:15:44<12:43:53, 3.40s/it] 33%|███▎ | 6530/20000 [8:15:47<11:54:58, 3.18s/it] 33%|███▎ | 6531/20000 [8:15:49<10:40:00, 2.85s/it] 33%|███▎ | 6532/20000 [8:15:57<17:21:14, 4.64s/it] 33%|███▎ | 6533/20000 [8:16:04<19:46:27, 5.29s/it] 33%|███▎ | 6534/20000 [8:16:10<20:17:36, 5.43s/it] 33%|███▎ | 6535/20000 [8:16:15<20:16:12, 5.42s/it] 33%|███▎ | 6536/20000 [8:16:21<19:55:43, 5.33s/it] 33%|███▎ | 6537/20000 [8:16:25<19:23:34, 5.19s/it] 33%|███▎ | 6538/20000 [8:16:30<18:43:38, 5.01s/it] 33%|███▎ | 6539/20000 [8:16:34<18:04:55, 4.84s/it] 33%|███▎ | 6540/20000 [8:16:39<17:30:06, 4.68s/it] 33%|███▎ | 6541/20000 [8:16:43<16:50:26, 4.50s/it] 33%|███▎ | 6542/20000 [8:16:47<16:10:29, 4.33s/it] 33%|███▎ | 6543/20000 [8:16:50<15:30:27, 4.15s/it] 33%|███▎ | 6544/20000 [8:16:54<14:59:36, 4.01s/it] 33%|███▎ | 6545/20000 [8:16:58<14:22:20, 3.85s/it] 33%|███▎ | 6546/20000 [8:17:01<13:46:56, 3.69s/it] 33%|███▎ | 6547/20000 [8:17:04<13:15:31, 3.55s/it] 33%|███▎ | 6548/20000 [8:17:07<12:36:26, 3.37s/it] 33%|███▎ | 6549/20000 [8:17:10<11:47:28, 3.16s/it] 33%|███▎ | 6550/20000 [8:17:12<10:27:20, 2.80s/it] 33%|███▎ | 6551/20000 [8:17:18<14:27:08, 3.87s/it] 33%|███▎ | 6552/20000 [8:17:21<13:32:30, 3.63s/it] 33%|███▎ | 6553/20000 [8:17:32<21:06:27, 5.65s/it] 33%|███▎ | 6554/20000 [8:17:38<22:15:39, 5.96s/it] 33%|███▎ | 6555/20000 [8:17:44<22:02:33, 5.90s/it] 33%|███▎ | 6556/20000 [8:17:49<21:26:26, 5.74s/it] 33%|███▎ | 6557/20000 [8:17:54<20:42:51, 5.55s/it] 33%|███▎ | 6558/20000 [8:17:59<20:02:05, 5.37s/it] 33%|███▎ | 6559/20000 [8:18:04<19:32:55, 5.24s/it] 33%|███▎ | 6560/20000 [8:18:09<18:51:35, 5.05s/it] 33%|███▎ | 6561/20000 [8:18:13<18:12:33, 4.88s/it] 33%|███▎ | 6562/20000 [8:18:18<17:36:19, 4.72s/it] 33%|███▎ | 6563/20000 [8:18:22<16:46:12, 4.49s/it] 33%|███▎ | 6564/20000 [8:18:25<15:55:43, 4.27s/it] 33%|███▎ | 6565/20000 [8:18:29<15:12:21, 4.07s/it] 33%|███▎ | 6566/20000 [8:18:33<14:41:57, 3.94s/it] 33%|███▎ | 6567/20000 [8:18:36<14:00:29, 3.75s/it] 33%|███▎ | 6568/20000 [8:18:39<13:17:33, 3.56s/it] 33%|███▎ | 6569/20000 [8:18:42<12:34:51, 3.37s/it] 33%|███▎ | 6570/20000 [8:18:45<11:40:14, 3.13s/it] 33%|███▎ | 6571/20000 [8:18:47<10:15:32, 2.75s/it] 33%|███▎ | 6572/20000 [8:18:55<17:13:38, 4.62s/it] 33%|███▎ | 6573/20000 [8:19:02<19:17:05, 5.17s/it] 33%|███▎ | 6574/20000 [8:19:08<20:07:34, 5.40s/it] 33%|███▎ | 6575/20000 [8:19:13<20:04:09, 5.38s/it] 33%|███▎ | 6576/20000 [8:19:18<19:47:36, 5.31s/it] 33%|███▎ | 6577/20000 [8:19:23<19:15:15, 5.16s/it] 33%|███▎ | 6578/20000 [8:19:28<18:31:48, 4.97s/it] 33%|███▎ | 6579/20000 [8:19:32<17:54:49, 4.81s/it] 33%|███▎ | 6580/20000 [8:19:37<17:27:02, 4.68s/it] 33%|███▎ | 6581/20000 [8:19:41<16:40:57, 4.48s/it] 33%|███▎ | 6582/20000 [8:19:44<16:03:32, 4.31s/it] 33%|███▎ | 6583/20000 [8:19:48<15:27:35, 4.15s/it] 33%|███▎ | 6584/20000 [8:19:52<14:49:09, 3.98s/it] 33%|███▎ | 6585/20000 [8:19:56<14:42:53, 3.95s/it] 33%|███▎ | 6586/20000 [8:19:59<13:58:20, 3.75s/it] 33%|███▎ | 6587/20000 [8:20:02<13:16:57, 3.57s/it] 33%|███▎ | 6588/20000 [8:20:05<12:30:37, 3.36s/it] 33%|███▎ | 6589/20000 [8:20:07<11:30:39, 3.09s/it] 33%|███▎ | 6590/20000 [8:20:09<10:12:26, 2.74s/it] 33%|███▎ | 6591/20000 [8:20:19<17:31:03, 4.70s/it] 33%|███▎ | 6592/20000 [8:20:25<19:28:35, 5.23s/it] 33%|███▎ | 6593/20000 [8:20:31<20:22:10, 5.47s/it] 33%|███▎ | 6594/20000 [8:20:37<20:39:46, 5.55s/it] 33%|███▎ | 6595/20000 [8:20:43<20:46:51, 5.58s/it] 33%|███▎ | 6596/20000 [8:20:48<20:22:40, 5.47s/it] 33%|███▎ | 6597/20000 [8:20:52<19:33:56, 5.26s/it] 33%|███▎ | 6598/20000 [8:20:57<18:44:44, 5.04s/it] 33%|███▎ | 6599/20000 [8:21:01<17:58:26, 4.83s/it] 33%|███▎ | 6600/20000 [8:21:06<17:17:44, 4.65s/it] 33%|███▎ | 6601/20000 [8:21:09<16:27:21, 4.42s/it] 33%|███▎ | 6602/20000 [8:21:13<15:49:37, 4.25s/it] 33%|███▎ | 6603/20000 [8:21:17<15:07:55, 4.07s/it] 33%|███▎ | 6604/20000 [8:21:20<14:30:27, 3.90s/it] 33%|███▎ | 6605/20000 [8:21:24<13:50:31, 3.72s/it] 33%|███▎ | 6606/20000 [8:21:27<13:17:45, 3.57s/it] 33%|███▎ | 6607/20000 [8:21:30<12:38:22, 3.40s/it] 33%|███▎ | 6608/20000 [8:21:33<11:52:36, 3.19s/it] 33%|███▎ | 6609/20000 [8:21:35<10:38:03, 2.86s/it] 33%|███▎ | 6610/20000 [8:21:44<17:20:27, 4.66s/it] 33%|███▎ | 6611/20000 [8:21:50<19:34:23, 5.26s/it] 33%|███▎ | 6612/20000 [8:21:56<20:04:17, 5.40s/it] 33%|███▎ | 6613/20000 [8:22:01<19:48:45, 5.33s/it] 33%|███▎ | 6614/20000 [8:22:06<19:26:44, 5.23s/it] 33%|███▎ | 6615/20000 [8:22:11<18:53:24, 5.08s/it] 33%|███▎ | 6616/20000 [8:22:16<18:20:38, 4.93s/it] 33%|███▎ | 6617/20000 [8:22:20<17:33:50, 4.72s/it] 33%|███▎ | 6618/20000 [8:22:24<16:56:38, 4.56s/it] 33%|███▎ | 6619/20000 [8:22:28<16:27:19, 4.43s/it] 33%|███▎ | 6620/20000 [8:22:32<16:04:02, 4.32s/it] 33%|███▎ | 6621/20000 [8:22:36<15:36:27, 4.20s/it] 33%|███▎ | 6622/20000 [8:22:40<15:12:53, 4.09s/it] 33%|███▎ | 6623/20000 [8:22:44<14:43:22, 3.96s/it] 33%|███▎ | 6624/20000 [8:22:47<13:58:00, 3.76s/it] 33%|███▎ | 6625/20000 [8:22:50<13:11:31, 3.55s/it] 33%|███▎ | 6626/20000 [8:22:53<12:24:05, 3.34s/it] 33%|███▎ | 6627/20000 [8:22:55<11:33:58, 3.11s/it] 33%|███▎ | 6628/20000 [8:22:57<10:12:59, 2.75s/it] 33%|███▎ | 6629/20000 [8:23:03<13:44:20, 3.70s/it] 33%|███▎ | 6630/20000 [8:23:06<13:03:33, 3.52s/it] 33%|███▎ | 6631/20000 [8:23:16<20:11:33, 5.44s/it] 33%|███▎ | 6632/20000 [8:23:22<21:12:10, 5.71s/it] 33%|███▎ | 6633/20000 [8:23:28<21:14:50, 5.72s/it] 33%|███▎ | 6634/20000 [8:23:34<20:44:31, 5.59s/it] 33%|███▎ | 6635/20000 [8:23:39<20:07:12, 5.42s/it] 33%|███▎ | 6636/20000 [8:23:43<19:26:30, 5.24s/it] 33%|███▎ | 6637/20000 [8:23:48<18:59:25, 5.12s/it] 33%|███▎ | 6638/20000 [8:23:53<18:15:49, 4.92s/it] 33%|███▎ | 6639/20000 [8:23:57<17:28:10, 4.71s/it] 33%|███▎ | 6640/20000 [8:24:01<16:31:57, 4.45s/it] 33%|███▎ | 6641/20000 [8:24:05<15:55:21, 4.29s/it] 33%|███▎ | 6642/20000 [8:24:08<15:10:25, 4.09s/it] 33%|███▎ | 6643/20000 [8:24:12<14:38:29, 3.95s/it] 33%|███▎ | 6644/20000 [8:24:15<14:05:23, 3.80s/it] 33%|███▎ | 6645/20000 [8:24:19<13:25:15, 3.62s/it] 33%|███▎ | 6646/20000 [8:24:22<12:58:54, 3.50s/it] 33%|███▎ | 6647/20000 [8:24:25<12:18:06, 3.32s/it] 33%|███▎ | 6648/20000 [8:24:27<11:27:45, 3.09s/it] 33%|███▎ | 6649/20000 [8:24:29<10:06:47, 2.73s/it] 33%|███▎ | 6650/20000 [8:24:38<16:47:19, 4.53s/it] 33%|███▎ | 6651/20000 [8:24:44<18:52:51, 5.09s/it] 33%|███▎ | 6652/20000 [8:24:50<19:38:30, 5.30s/it] 33%|███▎ | 6653/20000 [8:24:55<19:29:49, 5.26s/it] 33%|███▎ | 6654/20000 [8:25:00<19:20:38, 5.22s/it] 33%|███▎ | 6655/20000 [8:25:05<18:56:16, 5.11s/it] 33%|███▎ | 6656/20000 [8:25:10<18:15:25, 4.93s/it] 33%|███▎ | 6657/20000 [8:25:14<17:32:20, 4.73s/it] 33%|███▎ | 6658/20000 [8:25:18<16:49:12, 4.54s/it] 33%|███▎ | 6659/20000 [8:25:22<16:17:15, 4.40s/it] 33%|███▎ | 6660/20000 [8:25:26<15:38:45, 4.22s/it] 33%|███▎ | 6661/20000 [8:25:30<14:59:47, 4.05s/it] 33%|███▎ | 6662/20000 [8:25:33<14:17:17, 3.86s/it] 33%|███▎ | 6663/20000 [8:25:36<13:35:54, 3.67s/it] 33%|███▎ | 6664/20000 [8:25:39<12:56:04, 3.49s/it] 33%|███▎ | 6665/20000 [8:25:42<12:18:28, 3.32s/it] 33%|███▎ | 6666/20000 [8:25:45<11:39:44, 3.15s/it] 33%|███▎ | 6667/20000 [8:25:47<10:55:48, 2.95s/it] 33%|███▎ | 6668/20000 [8:25:49<9:44:14, 2.63s/it] 33%|███▎ | 6669/20000 [8:25:58<15:59:34, 4.32s/it] 33%|███▎ | 6670/20000 [8:26:04<18:06:17, 4.89s/it] 33%|███▎ | 6671/20000 [8:26:09<18:50:50, 5.09s/it] 33%|███▎ | 6672/20000 [8:26:14<18:53:14, 5.10s/it] 33%|███▎ | 6673/20000 [8:26:19<18:32:04, 5.01s/it] 33%|███▎ | 6674/20000 [8:26:24<18:01:45, 4.87s/it] 33%|███▎ | 6675/20000 [8:26:28<17:22:12, 4.69s/it] 33%|███▎ | 6676/20000 [8:26:32<16:43:38, 4.52s/it] 33%|███▎ | 6677/20000 [8:26:36<16:07:29, 4.36s/it] 33%|███▎ | 6678/20000 [8:26:40<15:30:42, 4.19s/it] 33%|███▎ | 6679/20000 [8:26:44<14:57:33, 4.04s/it] 33%|███▎ | 6680/20000 [8:26:47<14:23:33, 3.89s/it] 33%|███▎ | 6681/20000 [8:26:51<13:50:36, 3.74s/it] 33%|███▎ | 6682/20000 [8:26:54<13:20:09, 3.60s/it] 33%|███▎ | 6683/20000 [8:26:57<12:48:29, 3.46s/it] 33%|███▎ | 6684/20000 [8:27:00<12:25:12, 3.36s/it] 33%|███▎ | 6685/20000 [8:27:03<11:49:04, 3.20s/it] 33%|███▎ | 6686/20000 [8:27:05<11:03:24, 2.99s/it] 33%|███▎ | 6687/20000 [8:27:07<9:44:24, 2.63s/it] 33%|███▎ | 6688/20000 [8:27:16<16:56:21, 4.58s/it] 33%|███▎ | 6689/20000 [8:27:23<18:54:25, 5.11s/it] 33%|███▎ | 6690/20000 [8:27:28<19:36:37, 5.30s/it] 33%|███▎ | 6691/20000 [8:27:34<19:30:01, 5.27s/it] 33%|███▎ | 6692/20000 [8:27:38<18:57:43, 5.13s/it] 33%|███▎ | 6693/20000 [8:27:43<18:25:12, 4.98s/it] 33%|███▎ | 6694/20000 [8:27:47<17:40:56, 4.78s/it] 33%|███▎ | 6695/20000 [8:27:52<16:57:05, 4.59s/it] 33%|███▎ | 6696/20000 [8:27:56<16:17:29, 4.41s/it] 33%|███▎ | 6697/20000 [8:27:59<15:38:01, 4.23s/it] 33%|███▎ | 6698/20000 [8:28:03<15:01:57, 4.07s/it] 33%|███▎ | 6699/20000 [8:28:07<14:31:03, 3.93s/it] 34%|███▎ | 6700/20000 [8:28:10<13:59:52, 3.79s/it] 34%|███▎ | 6701/20000 [8:28:13<13:27:54, 3.64s/it] 34%|███▎ | 6702/20000 [8:28:17<12:50:20, 3.48s/it] 34%|███▎ | 6703/20000 [8:28:19<12:14:04, 3.31s/it] 34%|███▎ | 6704/20000 [8:28:22<11:35:24, 3.14s/it] 34%|███▎ | 6705/20000 [8:28:25<10:48:41, 2.93s/it] 34%|███▎ | 6706/20000 [8:28:26<9:35:04, 2.60s/it] 34%|███▎ | 6707/20000 [8:28:32<13:21:04, 3.62s/it] 34%|███▎ | 6708/20000 [8:28:35<12:33:43, 3.40s/it] 34%|███▎ | 6709/20000 [8:28:45<19:28:21, 5.27s/it] 34%|███▎ | 6710/20000 [8:28:51<20:31:51, 5.56s/it] 34%|███▎ | 6711/20000 [8:28:57<20:28:40, 5.55s/it] 34%|███▎ | 6712/20000 [8:29:02<19:57:00, 5.40s/it] 34%|███▎ | 6713/20000 [8:29:07<19:17:22, 5.23s/it] 34%|███▎ | 6714/20000 [8:29:11<18:37:47, 5.05s/it] 34%|███▎ | 6715/20000 [8:29:16<17:50:29, 4.83s/it] 34%|███▎ | 6716/20000 [8:29:20<17:16:23, 4.68s/it] 34%|███▎ | 6717/20000 [8:29:24<16:31:57, 4.48s/it] 34%|███▎ | 6718/20000 [8:29:28<15:48:51, 4.29s/it] 34%|███▎ | 6719/20000 [8:29:31<15:07:45, 4.10s/it] 34%|███▎ | 6720/20000 [8:29:35<14:28:27, 3.92s/it] 34%|███▎ | 6721/20000 [8:29:38<13:53:25, 3.77s/it] 34%|███▎ | 6722/20000 [8:29:42<13:22:15, 3.63s/it] 34%|███▎ | 6723/20000 [8:29:45<12:43:24, 3.45s/it] 34%|███▎ | 6724/20000 [8:29:48<12:07:54, 3.29s/it] 34%|███▎ | 6725/20000 [8:29:50<11:29:08, 3.11s/it] 34%|███▎ | 6726/20000 [8:29:53<10:41:18, 2.90s/it] 34%|███▎ | 6727/20000 [8:29:55<9:30:06, 2.58s/it] 34%|███▎ | 6728/20000 [8:30:03<15:49:27, 4.29s/it] 34%|███▎ | 6729/20000 [8:30:09<17:45:54, 4.82s/it] 34%|███▎ | 6730/20000 [8:30:14<18:31:27, 5.03s/it] 34%|███▎ | 6731/20000 [8:30:19<18:38:36, 5.06s/it] 34%|███▎ | 6732/20000 [8:30:24<18:21:11, 4.98s/it] 34%|███▎ | 6733/20000 [8:30:29<17:51:24, 4.85s/it] 34%|███▎ | 6734/20000 [8:30:33<17:12:39, 4.67s/it] 34%|███▎ | 6735/20000 [8:30:37<16:35:50, 4.50s/it] 34%|███▎ | 6736/20000 [8:30:41<16:03:12, 4.36s/it] 34%|███▎ | 6737/20000 [8:30:45<15:32:49, 4.22s/it] 34%|███▎ | 6738/20000 [8:30:49<14:59:36, 4.07s/it] 34%|███▎ | 6739/20000 [8:30:52<14:27:47, 3.93s/it] 34%|███▎ | 6740/20000 [8:30:56<13:51:52, 3.76s/it] 34%|███▎ | 6741/20000 [8:30:59<13:17:40, 3.61s/it] 34%|███▎ | 6742/20000 [8:31:02<12:38:44, 3.43s/it] 34%|███▎ | 6743/20000 [8:31:05<12:00:31, 3.26s/it] 34%|███▎ | 6744/20000 [8:31:08<11:18:47, 3.07s/it] 34%|███▎ | 6745/20000 [8:31:10<10:37:35, 2.89s/it] 34%|███▎ | 6746/20000 [8:31:12<9:19:48, 2.53s/it] 34%|███▎ | 6747/20000 [8:31:20<15:51:49, 4.31s/it] 34%|███▎ | 6748/20000 [8:31:26<17:45:32, 4.82s/it] 34%|███▎ | 6749/20000 [8:31:32<18:27:02, 5.01s/it] 34%|███▍ | 6750/20000 [8:31:37<18:25:24, 5.01s/it] 34%|███▍ | 6751/20000 [8:31:41<18:05:38, 4.92s/it] 34%|███▍ | 6752/20000 [8:31:46<17:38:32, 4.79s/it] 34%|███▍ | 6753/20000 [8:31:50<17:02:52, 4.63s/it] 34%|███▍ | 6754/20000 [8:31:54<16:27:26, 4.47s/it] 34%|███▍ | 6755/20000 [8:31:58<15:51:33, 4.31s/it] 34%|███▍ | 6756/20000 [8:32:02<15:16:09, 4.15s/it] 34%|███▍ | 6757/20000 [8:32:06<14:41:30, 3.99s/it] 34%|███▍ | 6758/20000 [8:32:09<14:11:38, 3.86s/it] 34%|███▍ | 6759/20000 [8:32:13<13:44:04, 3.73s/it] 34%|███▍ | 6760/20000 [8:32:16<13:19:00, 3.62s/it] 34%|███▍ | 6761/20000 [8:32:19<12:41:22, 3.45s/it] 34%|███▍ | 6762/20000 [8:32:22<11:59:41, 3.26s/it] 34%|███▍ | 6763/20000 [8:32:24<11:18:49, 3.08s/it] 34%|███▍ | 6764/20000 [8:32:27<10:31:32, 2.86s/it] 34%|███▍ | 6765/20000 [8:32:29<9:16:06, 2.52s/it] 34%|███▍ | 6766/20000 [8:32:37<15:35:55, 4.24s/it] 34%|███▍ | 6767/20000 [8:32:43<17:33:18, 4.78s/it] 34%|███▍ | 6768/20000 [8:32:48<18:08:50, 4.94s/it] 34%|███▍ | 6769/20000 [8:32:53<18:05:06, 4.92s/it] 34%|███▍ | 6770/20000 [8:32:58<17:52:19, 4.86s/it] 34%|███▍ | 6771/20000 [8:33:02<17:32:16, 4.77s/it] 34%|███▍ | 6772/20000 [8:33:07<17:01:09, 4.63s/it] 34%|███▍ | 6773/20000 [8:33:11<16:28:46, 4.49s/it] 34%|███▍ | 6774/20000 [8:33:15<15:57:26, 4.34s/it] 34%|███▍ | 6775/20000 [8:33:19<15:25:42, 4.20s/it] 34%|███▍ | 6776/20000 [8:33:22<14:49:59, 4.04s/it] 34%|███▍ | 6777/20000 [8:33:26<14:19:39, 3.90s/it] 34%|███▍ | 6778/20000 [8:33:29<13:46:14, 3.75s/it] 34%|███▍ | 6779/20000 [8:33:33<13:22:19, 3.64s/it] 34%|███▍ | 6780/20000 [8:33:36<12:52:39, 3.51s/it] 34%|███▍ | 6781/20000 [8:33:39<12:21:13, 3.36s/it] 34%|███▍ | 6782/20000 [8:33:42<11:44:35, 3.20s/it] 34%|███▍ | 6783/20000 [8:33:44<10:57:46, 2.99s/it] 34%|███▍ | 6784/20000 [8:33:46<9:40:20, 2.63s/it] 34%|███▍ | 6785/20000 [8:33:51<12:26:27, 3.39s/it] 34%|███▍ | 6786/20000 [8:33:54<11:48:24, 3.22s/it] 34%|███▍ | 6787/20000 [8:34:04<18:49:39, 5.13s/it] 34%|███▍ | 6788/20000 [8:34:10<20:00:33, 5.45s/it] 34%|███▍ | 6789/20000 [8:34:15<20:05:59, 5.48s/it] 34%|███▍ | 6790/20000 [8:34:20<19:41:02, 5.36s/it] 34%|███▍ | 6791/20000 [8:34:25<19:02:52, 5.19s/it] 34%|███▍ | 6792/20000 [8:34:30<18:21:44, 5.00s/it] 34%|███▍ | 6793/20000 [8:34:34<17:36:24, 4.80s/it] 34%|███▍ | 6794/20000 [8:34:38<16:53:26, 4.60s/it] 34%|███▍ | 6795/20000 [8:34:42<16:13:28, 4.42s/it] 34%|███▍ | 6796/20000 [8:34:46<15:35:53, 4.25s/it] 34%|███▍ | 6797/20000 [8:34:50<14:58:45, 4.08s/it] 34%|███▍ | 6798/20000 [8:34:53<14:27:33, 3.94s/it] 34%|███▍ | 6799/20000 [8:34:57<13:59:56, 3.82s/it] 34%|███▍ | 6800/20000 [8:35:00<13:34:47, 3.70s/it] 34%|███▍ | 6801/20000 [8:35:04<13:05:44, 3.57s/it] 34%|███▍ | 6802/20000 [8:35:07<12:35:03, 3.43s/it] 34%|███▍ | 6803/20000 [8:35:10<11:55:50, 3.25s/it] 34%|███▍ | 6804/20000 [8:35:12<11:09:11, 3.04s/it] 34%|███▍ | 6805/20000 [8:35:14<9:50:19, 2.68s/it] 34%|███▍ | 6806/20000 [8:35:23<16:33:27, 4.52s/it] 34%|███▍ | 6807/20000 [8:35:29<18:12:15, 4.97s/it] 34%|███▍ | 6808/20000 [8:35:34<18:38:31, 5.09s/it] 34%|███▍ | 6809/20000 [8:35:39<18:33:22, 5.06s/it] 34%|███▍ | 6810/20000 [8:35:44<18:11:20, 4.96s/it] 34%|███▍ | 6811/20000 [8:35:48<17:48:08, 4.86s/it] 34%|███▍ | 6812/20000 [8:35:53<17:15:08, 4.71s/it] 34%|███▍ | 6813/20000 [8:35:57<16:38:24, 4.54s/it] 34%|███▍ | 6814/20000 [8:36:01<16:03:03, 4.38s/it] 34%|███▍ | 6815/20000 [8:36:05<15:28:12, 4.22s/it] 34%|███▍ | 6816/20000 [8:36:09<14:52:14, 4.06s/it] 34%|███▍ | 6817/20000 [8:36:12<14:15:15, 3.89s/it] 34%|███▍ | 6818/20000 [8:36:15<13:41:39, 3.74s/it] 34%|███▍ | 6819/20000 [8:36:19<13:12:03, 3.61s/it] 34%|███▍ | 6820/20000 [8:36:22<12:39:50, 3.46s/it] 34%|███▍ | 6821/20000 [8:36:25<12:11:00, 3.33s/it] 34%|███▍ | 6822/20000 [8:36:28<11:34:15, 3.16s/it] 34%|███▍ | 6823/20000 [8:36:30<10:48:34, 2.95s/it] 34%|███▍ | 6824/20000 [8:36:32<9:35:07, 2.62s/it] 34%|███▍ | 6825/20000 [8:36:41<16:16:38, 4.45s/it] 34%|███▍ | 6826/20000 [8:36:47<18:11:55, 4.97s/it] 34%|███▍ | 6827/20000 [8:36:52<18:46:14, 5.13s/it] 34%|███▍ | 6828/20000 [8:36:57<18:36:13, 5.08s/it] 34%|███▍ | 6829/20000 [8:37:02<18:07:50, 4.96s/it] 34%|███▍ | 6830/20000 [8:37:06<17:33:49, 4.80s/it] 34%|███▍ | 6831/20000 [8:37:11<16:56:34, 4.63s/it] 34%|███▍ | 6832/20000 [8:37:15<16:26:35, 4.50s/it] 34%|███▍ | 6833/20000 [8:37:19<15:51:44, 4.34s/it] 34%|███▍ | 6834/20000 [8:37:23<15:13:55, 4.16s/it] 34%|███▍ | 6835/20000 [8:37:26<14:40:43, 4.01s/it] 34%|███▍ | 6836/20000 [8:37:30<14:09:59, 3.87s/it] 34%|███▍ | 6837/20000 [8:37:33<13:37:43, 3.73s/it] 34%|███▍ | 6838/20000 [8:37:36<13:07:00, 3.59s/it] 34%|███▍ | 6839/20000 [8:37:39<12:28:54, 3.41s/it] 34%|███▍ | 6840/20000 [8:37:42<11:50:03, 3.24s/it] 34%|███▍ | 6841/20000 [8:37:45<11:09:34, 3.05s/it] 34%|███▍ | 6842/20000 [8:37:47<10:27:14, 2.86s/it] 34%|███▍ | 6843/20000 [8:37:49<9:22:43, 2.57s/it] 34%|███▍ | 6844/20000 [8:37:57<15:42:48, 4.30s/it] 34%|███▍ | 6845/20000 [8:38:03<17:33:49, 4.81s/it] 34%|███▍ | 6846/20000 [8:38:09<18:04:40, 4.95s/it] 34%|███▍ | 6847/20000 [8:38:14<18:01:36, 4.93s/it] 34%|███▍ | 6848/20000 [8:38:18<17:41:21, 4.84s/it] 34%|███▍ | 6849/20000 [8:38:23<17:11:50, 4.71s/it] 34%|███▍ | 6850/20000 [8:38:27<16:38:22, 4.56s/it] 34%|███▍ | 6851/20000 [8:38:31<16:07:47, 4.42s/it] 34%|███▍ | 6852/20000 [8:38:35<15:38:09, 4.28s/it] 34%|███▍ | 6853/20000 [8:38:39<15:07:55, 4.14s/it] 34%|███▍ | 6854/20000 [8:38:42<14:38:10, 4.01s/it] 34%|███▍ | 6855/20000 [8:38:46<14:08:40, 3.87s/it] 34%|███▍ | 6856/20000 [8:38:49<13:39:37, 3.74s/it] 34%|███▍ | 6857/20000 [8:38:53<13:13:47, 3.62s/it] 34%|███▍ | 6858/20000 [8:38:56<12:41:04, 3.47s/it] 34%|███▍ | 6859/20000 [8:38:59<12:07:55, 3.32s/it] 34%|███▍ | 6860/20000 [8:39:02<11:28:46, 3.15s/it] 34%|███▍ | 6861/20000 [8:39:04<10:41:39, 2.93s/it] 34%|███▍ | 6862/20000 [8:39:06<9:23:48, 2.57s/it] 34%|███▍ | 6863/20000 [8:39:11<12:31:18, 3.43s/it] 34%|███▍ | 6864/20000 [8:39:14<11:50:34, 3.25s/it] 34%|███▍ | 6865/20000 [8:39:24<18:45:23, 5.14s/it] 34%|███▍ | 6866/20000 [8:39:30<19:52:46, 5.45s/it] 34%|███▍ | 6867/20000 [8:39:35<19:49:56, 5.44s/it] 34%|███▍ | 6868/20000 [8:39:40<19:22:39, 5.31s/it] 34%|███▍ | 6869/20000 [8:39:45<18:45:49, 5.14s/it] 34%|███▍ | 6870/20000 [8:39:49<18:03:33, 4.95s/it] 34%|███▍ | 6871/20000 [8:39:54<17:15:44, 4.73s/it] 34%|███▍ | 6872/20000 [8:39:58<16:32:24, 4.54s/it] 34%|███▍ | 6873/20000 [8:40:02<15:50:10, 4.34s/it] 34%|███▍ | 6874/20000 [8:40:05<15:15:09, 4.18s/it] 34%|███▍ | 6875/20000 [8:40:09<14:43:30, 4.04s/it] 34%|███▍ | 6876/20000 [8:40:13<14:10:32, 3.89s/it] 34%|███▍ | 6877/20000 [8:40:16<13:44:27, 3.77s/it] 34%|███▍ | 6878/20000 [8:40:19<13:12:18, 3.62s/it] 34%|███▍ | 6879/20000 [8:40:23<12:37:54, 3.47s/it] 34%|███▍ | 6880/20000 [8:40:25<12:00:07, 3.29s/it] 34%|███▍ | 6881/20000 [8:40:28<11:23:08, 3.12s/it] 34%|███▍ | 6882/20000 [8:40:31<10:35:06, 2.90s/it] 34%|███▍ | 6883/20000 [8:40:32<9:24:22, 2.58s/it] 34%|███▍ | 6884/20000 [8:40:41<16:06:06, 4.42s/it] 34%|███▍ | 6885/20000 [8:40:47<18:03:56, 4.96s/it] 34%|███▍ | 6886/20000 [8:40:53<18:35:11, 5.10s/it] 34%|███▍ | 6887/20000 [8:40:58<18:23:07, 5.05s/it] 34%|███▍ | 6888/20000 [8:41:02<17:56:59, 4.93s/it] 34%|███▍ | 6889/20000 [8:41:07<17:25:57, 4.79s/it] 34%|███▍ | 6890/20000 [8:41:11<16:47:22, 4.61s/it] 34%|███▍ | 6891/20000 [8:41:15<16:10:24, 4.44s/it] 34%|███▍ | 6892/20000 [8:41:19<15:38:36, 4.30s/it] 34%|███▍ | 6893/20000 [8:41:23<15:03:54, 4.14s/it] 34%|███▍ | 6894/20000 [8:41:26<14:29:30, 3.98s/it] 34%|███▍ | 6895/20000 [8:41:30<13:57:59, 3.84s/it] 34%|███▍ | 6896/20000 [8:41:33<13:31:25, 3.72s/it] 34%|███▍ | 6897/20000 [8:41:37<13:05:33, 3.60s/it] 34%|███▍ | 6898/20000 [8:41:40<12:33:50, 3.45s/it] 34%|███▍ | 6899/20000 [8:41:43<12:01:12, 3.30s/it] 34%|███▍ | 6900/20000 [8:41:45<11:23:47, 3.13s/it] 35%|███▍ | 6901/20000 [8:41:48<10:39:28, 2.93s/it] 35%|███▍ | 6902/20000 [8:41:50<9:25:46, 2.59s/it] 35%|███▍ | 6903/20000 [8:41:58<15:29:41, 4.26s/it] 35%|███▍ | 6904/20000 [8:42:04<17:23:57, 4.78s/it] 35%|███▍ | 6905/20000 [8:42:09<18:07:00, 4.98s/it] 35%|███▍ | 6906/20000 [8:42:14<18:12:38, 5.01s/it] 35%|███▍ | 6907/20000 [8:42:19<17:59:09, 4.95s/it] 35%|███▍ | 6908/20000 [8:42:24<17:28:23, 4.80s/it] 35%|███▍ | 6909/20000 [8:42:28<16:50:41, 4.63s/it] 35%|███▍ | 6910/20000 [8:42:32<16:15:17, 4.47s/it] 35%|███▍ | 6911/20000 [8:42:36<15:44:05, 4.33s/it] 35%|███▍ | 6912/20000 [8:42:40<15:10:41, 4.17s/it] 35%|███▍ | 6913/20000 [8:42:43<14:37:17, 4.02s/it] 35%|███▍ | 6914/20000 [8:42:47<14:05:04, 3.87s/it] 35%|███▍ | 6915/20000 [8:42:50<13:33:46, 3.73s/it] 35%|███▍ | 6916/20000 [8:42:54<13:05:21, 3.60s/it] 35%|███▍ | 6917/20000 [8:42:57<12:33:31, 3.46s/it] 35%|███▍ | 6918/20000 [8:43:00<12:02:44, 3.31s/it] 35%|███▍ | 6919/20000 [8:43:03<11:26:41, 3.15s/it] 35%|███▍ | 6920/20000 [8:43:05<10:42:03, 2.95s/it] 35%|███▍ | 6921/20000 [8:43:07<9:29:18, 2.61s/it] 35%|███▍ | 6922/20000 [8:43:15<15:36:37, 4.30s/it] 35%|███▍ | 6923/20000 [8:43:21<17:39:44, 4.86s/it] 35%|███▍ | 6924/20000 [8:43:27<18:16:33, 5.03s/it] 35%|███▍ | 6925/20000 [8:43:32<18:11:54, 5.01s/it] 35%|███▍ | 6926/20000 [8:43:36<17:57:08, 4.94s/it] 35%|███▍ | 6927/20000 [8:43:41<17:36:03, 4.85s/it] 35%|███▍ | 6928/20000 [8:43:45<16:59:31, 4.68s/it] 35%|███▍ | 6929/20000 [8:43:49<16:20:08, 4.50s/it] 35%|███▍ | 6930/20000 [8:43:53<15:38:15, 4.31s/it] 35%|███▍ | 6931/20000 [8:43:57<14:58:35, 4.13s/it] 35%|███▍ | 6932/20000 [8:44:01<14:21:08, 3.95s/it] 35%|███▍ | 6933/20000 [8:44:04<13:44:55, 3.79s/it] 35%|███▍ | 6934/20000 [8:44:07<13:12:06, 3.64s/it] 35%|███▍ | 6935/20000 [8:44:10<12:39:22, 3.49s/it] 35%|███▍ | 6936/20000 [8:44:13<12:03:53, 3.32s/it] 35%|███▍ | 6937/20000 [8:44:16<11:28:57, 3.16s/it] 35%|███▍ | 6938/20000 [8:44:19<10:54:02, 3.00s/it] 35%|███▍ | 6939/20000 [8:44:21<10:09:28, 2.80s/it] 35%|███▍ | 6940/20000 [8:44:23<8:58:58, 2.48s/it] 35%|███▍ | 6941/20000 [8:44:28<12:15:01, 3.38s/it] 35%|███▍ | 6942/20000 [8:44:31<11:45:07, 3.24s/it] 35%|███▍ | 6943/20000 [8:44:41<18:49:09, 5.19s/it] 35%|███▍ | 6944/20000 [8:44:47<19:47:56, 5.46s/it] 35%|███▍ | 6945/20000 [8:44:52<19:46:24, 5.45s/it] 35%|███▍ | 6946/20000 [8:44:57<19:14:57, 5.31s/it] 35%|███▍ | 6947/20000 [8:45:02<18:37:46, 5.14s/it] 35%|███▍ | 6948/20000 [8:45:07<17:59:51, 4.96s/it] 35%|███▍ | 6949/20000 [8:45:11<17:14:50, 4.76s/it] 35%|███▍ | 6950/20000 [8:45:15<16:33:14, 4.57s/it] 35%|███▍ | 6951/20000 [8:45:19<15:50:51, 4.37s/it] 35%|███▍ | 6952/20000 [8:45:23<15:10:40, 4.19s/it] 35%|███▍ | 6953/20000 [8:45:26<14:31:06, 4.01s/it] 35%|███▍ | 6954/20000 [8:45:30<13:57:03, 3.85s/it] 35%|███▍ | 6955/20000 [8:45:33<13:23:49, 3.70s/it] 35%|███▍ | 6956/20000 [8:45:36<12:55:01, 3.56s/it] 35%|███▍ | 6957/20000 [8:45:40<12:26:20, 3.43s/it] 35%|███▍ | 6958/20000 [8:45:42<11:51:32, 3.27s/it] 35%|███▍ | 6959/20000 [8:45:45<11:13:23, 3.10s/it] 35%|███▍ | 6960/20000 [8:45:48<10:35:03, 2.92s/it] 35%|███▍ | 6961/20000 [8:45:49<9:21:34, 2.58s/it] 35%|███▍ | 6962/20000 [8:45:59<16:38:28, 4.59s/it] 35%|███▍ | 6963/20000 [8:46:05<18:22:08, 5.07s/it] 35%|███▍ | 6964/20000 [8:46:10<18:49:44, 5.20s/it] 35%|███▍ | 6965/20000 [8:46:16<18:41:59, 5.16s/it] 35%|███▍ | 6966/20000 [8:46:20<18:15:13, 5.04s/it] 35%|███▍ | 6967/20000 [8:46:25<17:45:36, 4.91s/it] 35%|███▍ | 6968/20000 [8:46:29<17:09:49, 4.74s/it] 35%|███▍ | 6969/20000 [8:46:33<16:29:42, 4.56s/it] 35%|███▍ | 6970/20000 [8:46:37<15:52:47, 4.39s/it] 35%|███▍ | 6971/20000 [8:46:41<15:07:57, 4.18s/it] 35%|███▍ | 6972/20000 [8:46:45<14:27:46, 4.00s/it] 35%|███▍ | 6973/20000 [8:46:48<13:52:45, 3.84s/it] 35%|███▍ | 6974/20000 [8:46:52<13:29:21, 3.73s/it] 35%|███▍ | 6975/20000 [8:46:55<12:54:20, 3.57s/it] 35%|███▍ | 6976/20000 [8:46:58<12:18:48, 3.40s/it] 35%|███▍ | 6977/20000 [8:47:01<11:43:21, 3.24s/it] 35%|███▍ | 6978/20000 [8:47:03<11:02:48, 3.05s/it] 35%|███▍ | 6979/20000 [8:47:06<10:17:15, 2.84s/it] 35%|███▍ | 6980/20000 [8:47:07<9:09:36, 2.53s/it] 35%|███▍ | 6981/20000 [8:47:15<15:12:43, 4.21s/it] 35%|███▍ | 6982/20000 [8:47:22<17:35:22, 4.86s/it] 35%|███▍ | 6983/20000 [8:47:28<18:25:21, 5.09s/it] 35%|███▍ | 6984/20000 [8:47:33<18:31:40, 5.12s/it] 35%|███▍ | 6985/20000 [8:47:38<18:17:00, 5.06s/it] 35%|███▍ | 6986/20000 [8:47:42<17:40:57, 4.89s/it] 35%|███▍ | 6987/20000 [8:47:46<16:57:40, 4.69s/it] 35%|███▍ | 6988/20000 [8:47:51<16:24:15, 4.54s/it] 35%|███▍ | 6989/20000 [8:47:55<15:52:02, 4.39s/it] 35%|███▍ | 6990/20000 [8:47:58<15:20:27, 4.24s/it] 35%|███▍ | 6991/20000 [8:48:02<14:47:36, 4.09s/it] 35%|███▍ | 6992/20000 [8:48:06<14:12:37, 3.93s/it] 35%|███▍ | 6993/20000 [8:48:09<13:38:15, 3.77s/it] 35%|███▍ | 6994/20000 [8:48:12<13:04:13, 3.62s/it] 35%|███▍ | 6995/20000 [8:48:15<12:25:38, 3.44s/it] 35%|███▍ | 6996/20000 [8:48:18<11:49:12, 3.27s/it] 35%|███▍ | 6997/20000 [8:48:21<11:12:22, 3.10s/it] 35%|███▍ | 6998/20000 [8:48:23<10:27:44, 2.90s/it] 35%|███▍ | 6999/20000 [8:48:25<9:09:54, 2.54s/it] 35%|███▌ | 7000/20000 [8:48:33<15:09:14, 4.20s/it] 35%|███▌ | 7000/20000 [8:48:33<15:09:14, 4.20s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09295257925987244, 'eval_wer': 0.08555604785112982, 'eval_runtime': 68.7425, 'eval_samples_per_second': 27.014, 'eval_steps_per_second': 1.135, 'epoch': 83.33} {'loss': 0.0127, 'learning_rate': 0.0003333333333333333, 'epoch': 89.74} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:24, 3.04it/s][A 4%|▍ | 3/78 [00:01<00:34, 2.18it/s][A 5%|▌ | 4/78 [00:01<00:38, 1.90it/s][A 6%|▋ | 5/78 [00:02<00:43, 1.70it/s][A 8%|▊ | 6/78 [00:03<00:48, 1.48it/s][A 9%|▉ | 7/78 [00:04<00:53, 1.33it/s][A 10%|█ | 8/78 [00:05<00:57, 1.22it/s][A 12%|█▏ | 9/78 [00:06<00:59, 1.16it/s][A 13%|█▎ | 10/78 [00:07<00:57, 1.18it/s][A 14%|█▍ | 11/78 [00:07<00:55, 1.21it/s][A 15%|█▌ | 12/78 [00:08<00:52, 1.25it/s][A 17%|█▋ | 13/78 [00:09<00:49, 1.32it/s][A 18%|█▊ | 14/78 [00:10<00:50, 1.27it/s][A 19%|█▉ | 15/78 [00:11<00:51, 1.22it/s][A 21%|██ | 16/78 [00:12<00:53, 1.17it/s][A 22%|██▏ | 17/78 [00:12<00:52, 1.17it/s][A 23%|██▎ | 18/78 [00:13<00:55, 1.09it/s][A 24%|██▍ | 19/78 [00:14<00:53, 1.11it/s][A 26%|██▌ | 20/78 [00:15<00:48, 1.20it/s][A 27%|██▋ | 21/78 [00:16<00:48, 1.16it/s][A 28%|██▊ | 22/78 [00:17<00:45, 1.23it/s][A 29%|██▉ | 23/78 [00:17<00:43, 1.27it/s][A 31%|███ | 24/78 [00:18<00:43, 1.25it/s][A 32%|███▏ | 25/78 [00:19<00:40, 1.30it/s][A 33%|███▎ | 26/78 [00:20<00:38, 1.34it/s][A 35%|███▍ | 27/78 [00:20<00:37, 1.35it/s][A 36%|███▌ | 28/78 [00:21<00:38, 1.30it/s][A 37%|███▋ | 29/78 [00:22<00:35, 1.38it/s][A 38%|███▊ | 30/78 [00:23<00:37, 1.29it/s][A 40%|███▉ | 31/78 [00:23<00:35, 1.33it/s][A 41%|████ | 32/78 [00:24<00:33, 1.35it/s][A 42%|████▏ | 33/78 [00:25<00:32, 1.38it/s][A 44%|████▎ | 34/78 [00:25<00:31, 1.42it/s][A 45%|████▍ | 35/78 [00:26<00:29, 1.45it/s][A 46%|████▌ | 36/78 [00:27<00:28, 1.45it/s][A 47%|████▋ | 37/78 [00:28<00:29, 1.38it/s][A 49%|████▊ | 38/78 [00:28<00:29, 1.34it/s][A 50%|█████ | 39/78 [00:29<00:32, 1.20it/s][A 51%|█████▏ | 40/78 [00:30<00:32, 1.17it/s][A 53%|█████▎ | 41/78 [00:31<00:34, 1.07it/s][A 54%|█████▍ | 42/78 [00:32<00:32, 1.11it/s][A 55%|█████▌ | 43/78 [00:33<00:31, 1.10it/s][A 56%|█████▋ | 44/78 [00:34<00:30, 1.11it/s][A 58%|█████▊ | 45/78 [00:35<00:28, 1.14it/s][A 59%|█████▉ | 46/78 [00:36<00:31, 1.00it/s][A 60%|██████ | 47/78 [00:37<00:28, 1.10it/s][A 62%|██████▏ | 48/78 [00:38<00:25, 1.17it/s][A 63%|██████▎ | 49/78 [00:38<00:22, 1.26it/s][A 64%|██████▍ | 50/78 [00:39<00:21, 1.28it/s][A 65%|██████▌ | 51/78 [00:40<00:19, 1.36it/s][A 67%|██████▋ | 52/78 [00:40<00:19, 1.36it/s][A 68%|██████▊ | 53/78 [00:41<00:18, 1.36it/s][A 69%|██████▉ | 54/78 [00:42<00:18, 1.29it/s][A 71%|███████ | 55/78 [00:43<00:18, 1.24it/s][A 72%|███████▏ | 56/78 [00:44<00:18, 1.22it/s][A 73%|███████▎ | 57/78 [00:45<00:20, 1.02it/s][A 74%|███████▍ | 58/78 [00:46<00:19, 1.02it/s][A 76%|███████▌ | 59/78 [00:47<00:19, 1.01s/it][A 77%|███████▋ | 60/78 [00:48<00:17, 1.05it/s][A 78%|███████▊ | 61/78 [00:49<00:15, 1.08it/s][A 79%|███████▉ | 62/78 [00:50<00:14, 1.10it/s][A 81%|████████ | 63/78 [00:51<00:13, 1.11it/s][A 82%|████████▏ | 64/78 [00:51<00:12, 1.11it/s][A 83%|████████▎ | 65/78 [00:52<00:11, 1.11it/s][A 85%|████████▍ | 66/78 [00:53<00:10, 1.15it/s][A 86%|████████▌ | 67/78 [00:54<00:09, 1.14it/s][A 87%|████████▋ | 68/78 [00:55<00:08, 1.15it/s][A 88%|████████▊ | 69/78 [00:56<00:07, 1.18it/s][A 90%|████████▉ | 70/78 [00:57<00:07, 1.14it/s][A 91%|█████████ | 71/78 [00:57<00:05, 1.20it/s][A 92%|█████████▏| 72/78 [00:58<00:04, 1.22it/s][A 94%|█████████▎| 73/78 [00:59<00:04, 1.21it/s][A 95%|█████████▍| 74/78 [01:00<00:03, 1.21it/s][A 96%|█████████▌| 75/78 [01:01<00:02, 1.22it/s][A 97%|█████████▋| 76/78 [01:01<00:01, 1.21it/s][A 99%|█████████▊| 77/78 [01:02<00:00, 1.26it/s][A 100%|██████████| 78/78 [01:02<00:00, 1.58it/s][A [A 35%|███▌ | 7000/20000 [8:49:38<15:09:14, 4.20s/it] 100%|██████████| 78/78 [01:04<00:00, 1.58it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-7000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-7000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-7000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-7000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-6500] due to args.save_total_limit 35%|███▌ | 7001/20000 [8:49:57<101:20:28, 28.07s/it] 35%|███▌ | 7002/20000 [8:50:03<76:54:26, 21.30s/it] 35%|███▌ | 7003/20000 [8:50:08<59:21:10, 16.44s/it] 35%|███▌ | 7004/20000 [8:50:12<46:46:45, 12.96s/it] 35%|███▌ | 7005/20000 [8:50:17<37:47:31, 10.47s/it] 35%|███▌ | 7006/20000 [8:50:21<31:10:45, 8.64s/it] 35%|███▌ | 7007/20000 [8:50:26<26:18:51, 7.29s/it] 35%|███▌ | 7008/20000 [8:50:30<22:47:15, 6.31s/it] 35%|███▌ | 7009/20000 [8:50:33<20:06:55, 5.57s/it] 35%|███▌ | 7010/20000 [8:50:37<18:03:44, 5.01s/it] 35%|███▌ | 7011/20000 [8:50:41<16:32:10, 4.58s/it] 35%|███▌ | 7012/20000 [8:50:44<15:22:03, 4.26s/it] 35%|███▌ | 7013/20000 [8:50:48<14:24:16, 3.99s/it] 35%|███▌ | 7014/20000 [8:50:51<13:37:55, 3.78s/it] 35%|███▌ | 7015/20000 [8:50:54<12:47:39, 3.55s/it] 35%|███▌ | 7016/20000 [8:50:57<11:59:51, 3.33s/it] 35%|███▌ | 7017/20000 [8:50:59<11:08:10, 3.09s/it] 35%|███▌ | 7018/20000 [8:51:01<9:52:34, 2.74s/it] 35%|███▌ | 7019/20000 [8:51:06<12:26:57, 3.45s/it] 35%|███▌ | 7020/20000 [8:51:09<11:48:52, 3.28s/it] 35%|███▌ | 7021/20000 [8:51:19<18:56:50, 5.26s/it] 35%|███▌ | 7022/20000 [8:51:25<20:06:48, 5.58s/it] 35%|███▌ | 7023/20000 [8:51:31<20:07:48, 5.58s/it] 35%|███▌ | 7024/20000 [8:51:36<19:43:38, 5.47s/it] 35%|███▌ | 7025/20000 [8:51:41<19:00:58, 5.28s/it] 35%|███▌ | 7026/20000 [8:51:46<18:14:58, 5.06s/it] 35%|███▌ | 7027/20000 [8:51:50<17:23:29, 4.83s/it] 35%|███▌ | 7028/20000 [8:51:54<16:39:09, 4.62s/it] 35%|███▌ | 7029/20000 [8:51:58<15:55:38, 4.42s/it] 35%|███▌ | 7030/20000 [8:52:02<15:16:56, 4.24s/it] 35%|███▌ | 7031/20000 [8:52:05<14:41:46, 4.08s/it] 35%|███▌ | 7032/20000 [8:52:09<14:17:56, 3.97s/it] 35%|███▌ | 7033/20000 [8:52:13<13:53:35, 3.86s/it] 35%|███▌ | 7034/20000 [8:52:16<13:29:51, 3.75s/it] 35%|███▌ | 7035/20000 [8:52:19<12:45:38, 3.54s/it] 35%|███▌ | 7036/20000 [8:52:22<12:04:18, 3.35s/it] 35%|███▌ | 7037/20000 [8:52:25<11:22:01, 3.16s/it] 35%|███▌ | 7038/20000 [8:52:27<10:32:34, 2.93s/it] 35%|███▌ | 7039/20000 [8:52:29<9:22:59, 2.61s/it] 35%|███▌ | 7040/20000 [8:52:38<15:40:52, 4.36s/it] 35%|███▌ | 7041/20000 [8:52:44<17:38:00, 4.90s/it] 35%|███▌ | 7042/20000 [8:52:49<18:13:00, 5.06s/it] 35%|███▌ | 7043/20000 [8:52:54<18:13:10, 5.06s/it] 35%|███▌ | 7044/20000 [8:52:59<18:02:24, 5.01s/it] 35%|███▌ | 7045/20000 [8:53:04<17:44:40, 4.93s/it] 35%|███▌ | 7046/20000 [8:53:08<17:11:39, 4.78s/it] 35%|███▌ | 7047/20000 [8:53:13<16:46:53, 4.66s/it] 35%|███▌ | 7048/20000 [8:53:17<16:13:30, 4.51s/it] 35%|███▌ | 7049/20000 [8:53:21<15:37:45, 4.34s/it] 35%|███▌ | 7050/20000 [8:53:25<15:01:28, 4.18s/it] 35%|███▌ | 7051/20000 [8:53:28<14:31:57, 4.04s/it] 35%|███▌ | 7052/20000 [8:53:32<14:01:34, 3.90s/it] 35%|███▌ | 7053/20000 [8:53:35<13:34:14, 3.77s/it] 35%|███▌ | 7054/20000 [8:53:39<12:56:22, 3.60s/it] 35%|███▌ | 7055/20000 [8:53:42<12:15:58, 3.41s/it] 35%|███▌ | 7056/20000 [8:53:44<11:39:12, 3.24s/it] 35%|███▌ | 7057/20000 [8:53:47<10:53:23, 3.03s/it] 35%|███▌ | 7058/20000 [8:53:49<9:38:32, 2.68s/it] 35%|███▌ | 7059/20000 [8:53:58<16:49:01, 4.68s/it] 35%|███▌ | 7060/20000 [8:54:05<18:44:59, 5.22s/it] 35%|███▌ | 7061/20000 [8:54:10<18:59:21, 5.28s/it] 35%|███▌ | 7062/20000 [8:54:15<18:47:53, 5.23s/it] 35%|███▌ | 7063/20000 [8:54:20<18:23:44, 5.12s/it] 35%|███▌ | 7064/20000 [8:54:25<17:50:06, 4.96s/it] 35%|███▌ | 7065/20000 [8:54:29<17:17:06, 4.81s/it] 35%|███▌ | 7066/20000 [8:54:33<16:41:13, 4.64s/it] 35%|███▌ | 7067/20000 [8:54:37<16:04:02, 4.47s/it] 35%|███▌ | 7068/20000 [8:54:41<15:25:54, 4.30s/it] 35%|███▌ | 7069/20000 [8:54:45<14:51:14, 4.14s/it] 35%|███▌ | 7070/20000 [8:54:49<14:17:38, 3.98s/it] 35%|███▌ | 7071/20000 [8:54:52<13:45:47, 3.83s/it] 35%|███▌ | 7072/20000 [8:54:56<13:12:34, 3.68s/it] 35%|███▌ | 7073/20000 [8:54:59<12:36:43, 3.51s/it] 35%|███▌ | 7074/20000 [8:55:02<12:02:13, 3.35s/it] 35%|███▌ | 7075/20000 [8:55:04<11:19:53, 3.16s/it] 35%|███▌ | 7076/20000 [8:55:07<10:31:33, 2.93s/it] 35%|███▌ | 7077/20000 [8:55:09<9:18:43, 2.59s/it] 35%|███▌ | 7078/20000 [8:55:17<15:29:53, 4.32s/it] 35%|███▌ | 7079/20000 [8:55:23<17:24:33, 4.85s/it] 35%|███▌ | 7080/20000 [8:55:28<17:55:58, 5.00s/it] 35%|███▌ | 7081/20000 [8:55:33<17:51:13, 4.98s/it] 35%|███▌ | 7082/20000 [8:55:38<17:32:49, 4.89s/it] 35%|███▌ | 7083/20000 [8:55:42<17:09:47, 4.78s/it] 35%|███▌ | 7084/20000 [8:55:47<16:35:39, 4.63s/it] 35%|███▌ | 7085/20000 [8:55:51<16:03:12, 4.47s/it] 35%|███▌ | 7086/20000 [8:55:55<15:29:19, 4.32s/it] 35%|███▌ | 7087/20000 [8:55:59<14:57:52, 4.17s/it] 35%|███▌ | 7088/20000 [8:56:02<14:23:37, 4.01s/it] 35%|███▌ | 7089/20000 [8:56:06<13:53:01, 3.87s/it] 35%|███▌ | 7090/20000 [8:56:09<13:23:10, 3.73s/it] 35%|███▌ | 7091/20000 [8:56:13<12:59:01, 3.62s/it] 35%|███▌ | 7092/20000 [8:56:16<12:29:09, 3.48s/it] 35%|███▌ | 7093/20000 [8:56:19<12:00:12, 3.35s/it] 35%|███▌ | 7094/20000 [8:56:22<11:26:01, 3.19s/it] 35%|███▌ | 7095/20000 [8:56:24<10:40:22, 2.98s/it] 35%|███▌ | 7096/20000 [8:56:26<9:24:08, 2.62s/it] 35%|███▌ | 7097/20000 [8:56:31<12:24:42, 3.46s/it] 35%|███▌ | 7098/20000 [8:56:34<11:38:34, 3.25s/it] 35%|███▌ | 7099/20000 [8:56:43<18:19:19, 5.11s/it] 36%|███▌ | 7100/20000 [8:56:49<19:13:26, 5.36s/it] 36%|███▌ | 7101/20000 [8:56:55<19:11:11, 5.35s/it] 36%|███▌ | 7102/20000 [8:57:00<18:46:14, 5.24s/it] 36%|███▌ | 7103/20000 [8:57:05<18:15:03, 5.09s/it] 36%|███▌ | 7104/20000 [8:57:09<17:40:58, 4.94s/it] 36%|███▌ | 7105/20000 [8:57:13<16:57:14, 4.73s/it] 36%|███▌ | 7106/20000 [8:57:17<16:16:42, 4.54s/it] 36%|███▌ | 7107/20000 [8:57:21<15:36:20, 4.36s/it] 36%|███▌ | 7108/20000 [8:57:25<15:02:07, 4.20s/it] 36%|███▌ | 7109/20000 [8:57:29<14:24:29, 4.02s/it] 36%|███▌ | 7110/20000 [8:57:32<13:48:49, 3.86s/it] 36%|███▌ | 7111/20000 [8:57:36<13:16:52, 3.71s/it] 36%|███▌ | 7112/20000 [8:57:39<12:47:04, 3.57s/it] 36%|███▌ | 7113/20000 [8:57:42<12:15:47, 3.43s/it] 36%|███▌ | 7114/20000 [8:57:45<11:43:55, 3.28s/it] 36%|███▌ | 7115/20000 [8:57:48<11:08:28, 3.11s/it] 36%|███▌ | 7116/20000 [8:57:50<10:24:49, 2.91s/it] 36%|███▌ | 7117/20000 [8:57:52<9:17:39, 2.60s/it] 36%|███▌ | 7118/20000 [8:58:00<15:19:45, 4.28s/it] 36%|███▌ | 7119/20000 [8:58:06<17:21:51, 4.85s/it] 36%|███▌ | 7120/20000 [8:58:12<18:01:22, 5.04s/it] 36%|███▌ | 7121/20000 [8:58:17<17:59:38, 5.03s/it] 36%|███▌ | 7122/20000 [8:58:22<17:41:46, 4.95s/it] 36%|███▌ | 7123/20000 [8:58:26<17:18:43, 4.84s/it] 36%|███▌ | 7124/20000 [8:58:31<16:47:59, 4.70s/it] 36%|███▌ | 7125/20000 [8:58:35<16:14:39, 4.54s/it] 36%|███▌ | 7126/20000 [8:58:39<15:41:53, 4.39s/it] 36%|███▌ | 7127/20000 [8:58:43<15:12:22, 4.25s/it] 36%|███▌ | 7128/20000 [8:58:47<14:46:32, 4.13s/it] 36%|███▌ | 7129/20000 [8:58:50<14:26:03, 4.04s/it] 36%|███▌ | 7130/20000 [8:58:54<13:55:05, 3.89s/it] 36%|███▌ | 7131/20000 [8:58:57<13:20:44, 3.73s/it] 36%|███▌ | 7132/20000 [8:59:00<12:43:51, 3.56s/it] 36%|███▌ | 7133/20000 [8:59:03<12:09:16, 3.40s/it] 36%|███▌ | 7134/20000 [8:59:06<11:33:35, 3.23s/it] 36%|███▌ | 7135/20000 [8:59:09<10:52:29, 3.04s/it] 36%|███▌ | 7136/20000 [8:59:11<9:37:48, 2.70s/it] 36%|███▌ | 7137/20000 [8:59:19<15:42:15, 4.40s/it] 36%|███▌ | 7138/20000 [8:59:25<17:31:53, 4.91s/it] 36%|███▌ | 7139/20000 [8:59:31<18:05:54, 5.07s/it] 36%|███▌ | 7140/20000 [8:59:36<18:03:27, 5.05s/it] 36%|███▌ | 7141/20000 [8:59:41<17:48:03, 4.98s/it] 36%|███▌ | 7142/20000 [8:59:45<17:20:48, 4.86s/it] 36%|███▌ | 7143/20000 [8:59:49<16:44:54, 4.69s/it] 36%|███▌ | 7144/20000 [8:59:54<16:13:18, 4.54s/it] 36%|███▌ | 7145/20000 [8:59:58<15:40:16, 4.39s/it] 36%|███▌ | 7146/20000 [9:00:02<15:09:34, 4.25s/it] 36%|███▌ | 7147/20000 [9:00:05<14:40:29, 4.11s/it] 36%|███▌ | 7148/20000 [9:00:09<14:07:08, 3.95s/it] 36%|███▌ | 7149/20000 [9:00:12<13:38:36, 3.82s/it] 36%|███▌ | 7150/20000 [9:00:16<13:13:49, 3.71s/it] 36%|███▌ | 7151/20000 [9:00:19<12:39:02, 3.54s/it] 36%|███▌ | 7152/20000 [9:00:22<12:02:16, 3.37s/it] 36%|███▌ | 7153/20000 [9:00:25<11:22:31, 3.19s/it] 36%|███▌ | 7154/20000 [9:00:27<10:33:58, 2.96s/it] 36%|███▌ | 7155/20000 [9:00:29<9:23:03, 2.63s/it] 36%|███▌ | 7156/20000 [9:00:38<16:36:32, 4.66s/it] 36%|███▌ | 7157/20000 [9:00:45<18:38:32, 5.23s/it] 36%|███▌ | 7158/20000 [9:00:51<19:14:50, 5.40s/it] 36%|███▌ | 7159/20000 [9:00:56<19:09:29, 5.37s/it] 36%|███▌ | 7160/20000 [9:01:01<18:42:32, 5.25s/it] 36%|███▌ | 7161/20000 [9:01:06<18:08:21, 5.09s/it] 36%|███▌ | 7162/20000 [9:01:10<17:27:09, 4.89s/it] 36%|███▌ | 7163/20000 [9:01:14<16:48:05, 4.71s/it] 36%|███▌ | 7164/20000 [9:01:19<16:09:58, 4.53s/it] 36%|███▌ | 7165/20000 [9:01:23<15:38:00, 4.38s/it] 36%|███▌ | 7166/20000 [9:01:27<15:07:40, 4.24s/it] 36%|███▌ | 7167/20000 [9:01:30<14:31:52, 4.08s/it] 36%|███▌ | 7168/20000 [9:01:34<13:59:23, 3.92s/it] 36%|███▌ | 7169/20000 [9:01:37<13:27:38, 3.78s/it] 36%|███▌ | 7170/20000 [9:01:40<12:51:59, 3.61s/it] 36%|███▌ | 7171/20000 [9:01:43<12:14:48, 3.44s/it] 36%|███▌ | 7172/20000 [9:01:46<11:28:20, 3.22s/it] 36%|███▌ | 7173/20000 [9:01:49<10:39:32, 2.99s/it] 36%|███▌ | 7174/20000 [9:01:50<9:21:52, 2.63s/it] 36%|███▌ | 7175/20000 [9:01:56<12:08:49, 3.41s/it] 36%|███▌ | 7176/20000 [9:01:59<11:41:33, 3.28s/it] 36%|███▌ | 7177/20000 [9:02:09<18:43:58, 5.26s/it] 36%|███▌ | 7178/20000 [9:02:15<19:43:52, 5.54s/it] 36%|███▌ | 7179/20000 [9:02:20<19:40:54, 5.53s/it] 36%|███▌ | 7180/20000 [9:02:25<19:07:15, 5.37s/it] 36%|███▌ | 7181/20000 [9:02:30<18:24:45, 5.17s/it] 36%|███▌ | 7182/20000 [9:02:35<17:48:00, 5.00s/it] 36%|███▌ | 7183/20000 [9:02:39<17:04:16, 4.79s/it] 36%|███▌ | 7184/20000 [9:02:43<16:21:50, 4.60s/it] 36%|███▌ | 7185/20000 [9:02:47<15:42:10, 4.41s/it] 36%|███▌ | 7186/20000 [9:02:51<15:02:23, 4.23s/it] 36%|███▌ | 7187/20000 [9:02:54<14:26:41, 4.06s/it] 36%|███▌ | 7188/20000 [9:02:58<13:53:42, 3.90s/it] 36%|███▌ | 7189/20000 [9:03:01<13:24:26, 3.77s/it] 36%|███▌ | 7190/20000 [9:03:05<12:54:13, 3.63s/it] 36%|███▌ | 7191/20000 [9:03:08<12:19:40, 3.46s/it] 36%|███▌ | 7192/20000 [9:03:11<11:42:24, 3.29s/it] 36%|███▌ | 7193/20000 [9:03:13<11:05:13, 3.12s/it] 36%|███▌ | 7194/20000 [9:03:16<10:21:42, 2.91s/it] 36%|███▌ | 7195/20000 [9:03:18<9:02:40, 2.54s/it] 36%|███▌ | 7196/20000 [9:03:26<14:57:20, 4.20s/it] 36%|███▌ | 7197/20000 [9:03:32<17:02:22, 4.79s/it] 36%|███▌ | 7198/20000 [9:03:37<17:45:08, 4.99s/it] 36%|███▌ | 7199/20000 [9:03:42<17:47:52, 5.01s/it] 36%|███▌ | 7200/20000 [9:03:47<17:32:17, 4.93s/it] 36%|███▌ | 7201/20000 [9:03:51<17:03:05, 4.80s/it] 36%|███▌ | 7202/20000 [9:03:56<16:27:13, 4.63s/it] 36%|███▌ | 7203/20000 [9:04:00<16:06:27, 4.53s/it] 36%|███▌ | 7204/20000 [9:04:04<15:46:59, 4.44s/it] 36%|███▌ | 7205/20000 [9:04:08<15:33:01, 4.38s/it] 36%|███▌ | 7206/20000 [9:04:13<15:20:12, 4.32s/it] 36%|███▌ | 7207/20000 [9:04:16<14:30:50, 4.08s/it] 36%|███▌ | 7208/20000 [9:04:20<13:49:58, 3.89s/it] 36%|███▌ | 7209/20000 [9:04:23<13:14:12, 3.73s/it] 36%|███▌ | 7210/20000 [9:04:26<12:34:05, 3.54s/it] 36%|███▌ | 7211/20000 [9:04:29<11:53:07, 3.35s/it] 36%|███▌ | 7212/20000 [9:04:32<11:09:42, 3.14s/it] 36%|███▌ | 7213/20000 [9:04:34<10:20:32, 2.91s/it] 36%|███▌ | 7214/20000 [9:04:36<9:08:18, 2.57s/it] 36%|███▌ | 7215/20000 [9:04:45<15:52:16, 4.47s/it] 36%|███▌ | 7216/20000 [9:04:51<17:47:21, 5.01s/it] 36%|███▌ | 7217/20000 [9:04:56<18:18:09, 5.15s/it] 36%|███▌ | 7218/20000 [9:05:02<18:10:46, 5.12s/it] 36%|███▌ | 7219/20000 [9:05:06<17:48:32, 5.02s/it] 36%|███▌ | 7220/20000 [9:05:11<17:20:18, 4.88s/it] 36%|███▌ | 7221/20000 [9:05:15<16:53:51, 4.76s/it] 36%|███▌ | 7222/20000 [9:05:20<16:28:18, 4.64s/it] 36%|███▌ | 7223/20000 [9:05:24<15:56:53, 4.49s/it] 36%|███▌ | 7224/20000 [9:05:28<15:29:43, 4.37s/it] 36%|███▌ | 7225/20000 [9:05:32<14:57:12, 4.21s/it] 36%|███▌ | 7226/20000 [9:05:35<14:22:07, 4.05s/it] 36%|███▌ | 7227/20000 [9:05:39<13:50:33, 3.90s/it] 36%|███▌ | 7228/20000 [9:05:42<13:16:33, 3.74s/it] 36%|███▌ | 7229/20000 [9:05:46<12:40:46, 3.57s/it] 36%|███▌ | 7230/20000 [9:05:49<12:05:05, 3.41s/it] 36%|███▌ | 7231/20000 [9:05:51<11:25:00, 3.22s/it] 36%|███▌ | 7232/20000 [9:05:54<10:36:29, 2.99s/it] 36%|███▌ | 7233/20000 [9:05:56<9:29:23, 2.68s/it] 36%|███▌ | 7234/20000 [9:06:04<15:56:36, 4.50s/it] 36%|███▌ | 7235/20000 [9:06:11<17:51:22, 5.04s/it] 36%|███▌ | 7236/20000 [9:06:17<18:34:56, 5.24s/it] 36%|███▌ | 7237/20000 [9:06:22<18:39:50, 5.26s/it] 36%|███▌ | 7238/20000 [9:06:27<18:17:25, 5.16s/it] 36%|███▌ | 7239/20000 [9:06:31<17:50:45, 5.03s/it] 36%|███▌ | 7240/20000 [9:06:36<17:14:48, 4.87s/it] 36%|███▌ | 7241/20000 [9:06:40<16:39:10, 4.70s/it] 36%|███▌ | 7242/20000 [9:06:44<15:57:21, 4.50s/it] 36%|███▌ | 7243/20000 [9:06:48<15:15:17, 4.30s/it] 36%|███▌ | 7244/20000 [9:06:52<14:39:14, 4.14s/it] 36%|███▌ | 7245/20000 [9:06:55<14:03:16, 3.97s/it] 36%|███▌ | 7246/20000 [9:06:59<13:28:10, 3.80s/it] 36%|███▌ | 7247/20000 [9:07:02<12:59:47, 3.67s/it] 36%|███▌ | 7248/20000 [9:07:05<12:22:21, 3.49s/it] 36%|███▌ | 7249/20000 [9:07:08<11:49:23, 3.34s/it] 36%|███▋ | 7250/20000 [9:07:11<11:12:34, 3.17s/it] 36%|███▋ | 7251/20000 [9:07:14<10:30:40, 2.97s/it] 36%|███▋ | 7252/20000 [9:07:15<9:22:56, 2.65s/it] 36%|███▋ | 7253/20000 [9:07:21<12:17:38, 3.47s/it] 36%|███▋ | 7254/20000 [9:07:24<11:34:56, 3.27s/it] 36%|███▋ | 7255/20000 [9:07:33<18:10:08, 5.13s/it] 36%|███▋ | 7256/20000 [9:07:39<19:03:39, 5.38s/it] 36%|███▋ | 7257/20000 [9:07:44<18:59:07, 5.36s/it] 36%|███▋ | 7258/20000 [9:07:49<18:32:19, 5.24s/it] 36%|███▋ | 7259/20000 [9:07:54<17:59:55, 5.09s/it] 36%|███▋ | 7260/20000 [9:07:59<17:20:36, 4.90s/it] 36%|███▋ | 7261/20000 [9:08:03<16:35:04, 4.69s/it] 36%|███▋ | 7262/20000 [9:08:07<15:56:09, 4.50s/it] 36%|███▋ | 7263/20000 [9:08:11<15:19:18, 4.33s/it] 36%|███▋ | 7264/20000 [9:08:15<14:47:55, 4.18s/it] 36%|███▋ | 7265/20000 [9:08:18<14:14:36, 4.03s/it] 36%|███▋ | 7266/20000 [9:08:22<13:54:05, 3.93s/it] 36%|███▋ | 7267/20000 [9:08:25<13:17:17, 3.76s/it] 36%|███▋ | 7268/20000 [9:08:29<12:45:18, 3.61s/it] 36%|███▋ | 7269/20000 [9:08:32<12:09:24, 3.44s/it] 36%|███▋ | 7270/20000 [9:08:35<11:34:32, 3.27s/it] 36%|███▋ | 7271/20000 [9:08:37<10:56:25, 3.09s/it] 36%|███▋ | 7272/20000 [9:08:40<10:09:29, 2.87s/it] 36%|███▋ | 7273/20000 [9:08:41<8:55:22, 2.52s/it] 36%|███▋ | 7274/20000 [9:08:50<15:10:26, 4.29s/it] 36%|███▋ | 7275/20000 [9:08:56<17:15:39, 4.88s/it] 36%|███▋ | 7276/20000 [9:09:02<18:02:20, 5.10s/it] 36%|███▋ | 7277/20000 [9:09:07<18:03:06, 5.11s/it] 36%|███▋ | 7278/20000 [9:09:12<17:48:24, 5.04s/it] 36%|███▋ | 7279/20000 [9:09:16<17:23:20, 4.92s/it] 36%|███▋ | 7280/20000 [9:09:20<16:42:48, 4.73s/it] 36%|███▋ | 7281/20000 [9:09:25<15:58:08, 4.52s/it] 36%|███▋ | 7282/20000 [9:09:28<15:20:08, 4.34s/it] 36%|███▋ | 7283/20000 [9:09:32<14:40:11, 4.15s/it] 36%|███▋ | 7284/20000 [9:09:36<14:01:17, 3.97s/it] 36%|███▋ | 7285/20000 [9:09:39<13:25:32, 3.80s/it] 36%|███▋ | 7286/20000 [9:09:42<12:52:04, 3.64s/it] 36%|███▋ | 7287/20000 [9:09:46<12:22:09, 3.50s/it] 36%|███▋ | 7288/20000 [9:09:49<11:51:57, 3.36s/it] 36%|███▋ | 7289/20000 [9:09:51<11:21:30, 3.22s/it] 36%|███▋ | 7290/20000 [9:09:54<10:49:57, 3.07s/it] 36%|███▋ | 7291/20000 [9:09:57<10:08:52, 2.87s/it] 36%|███▋ | 7292/20000 [9:09:58<9:03:11, 2.56s/it] 36%|███▋ | 7293/20000 [9:10:07<14:57:29, 4.24s/it] 36%|███▋ | 7294/20000 [9:10:13<16:56:17, 4.80s/it] 36%|███▋ | 7295/20000 [9:10:18<17:38:48, 5.00s/it] 36%|███▋ | 7296/20000 [9:10:23<17:38:28, 5.00s/it] 36%|███▋ | 7297/20000 [9:10:28<17:18:37, 4.91s/it] 36%|███▋ | 7298/20000 [9:10:32<16:51:49, 4.78s/it] 36%|███▋ | 7299/20000 [9:10:37<16:16:34, 4.61s/it] 36%|███▋ | 7300/20000 [9:10:41<15:39:35, 4.44s/it] 37%|███▋ | 7301/20000 [9:10:44<15:03:55, 4.27s/it] 37%|███▋ | 7302/20000 [9:10:48<14:30:10, 4.11s/it] 37%|███▋ | 7303/20000 [9:10:52<13:59:14, 3.97s/it] 37%|███▋ | 7304/20000 [9:10:55<13:28:30, 3.82s/it] 37%|███▋ | 7305/20000 [9:10:59<12:57:44, 3.68s/it] 37%|███▋ | 7306/20000 [9:11:02<12:29:22, 3.54s/it] 37%|███▋ | 7307/20000 [9:11:05<11:55:22, 3.38s/it] 37%|███▋ | 7308/20000 [9:11:08<11:19:56, 3.21s/it] 37%|███▋ | 7309/20000 [9:11:10<10:42:28, 3.04s/it] 37%|███▋ | 7310/20000 [9:11:13<10:00:08, 2.84s/it] 37%|███▋ | 7311/20000 [9:11:15<8:54:10, 2.53s/it] 37%|███▋ | 7312/20000 [9:11:23<15:16:24, 4.33s/it] 37%|███▋ | 7313/20000 [9:11:29<17:13:07, 4.89s/it] 37%|███▋ | 7314/20000 [9:11:35<17:48:15, 5.05s/it] 37%|███▋ | 7315/20000 [9:11:40<17:41:54, 5.02s/it] 37%|███▋ | 7316/20000 [9:11:44<17:16:52, 4.90s/it] 37%|███▋ | 7317/20000 [9:11:49<16:47:18, 4.77s/it] 37%|███▋ | 7318/20000 [9:11:53<16:07:53, 4.58s/it] 37%|███▋ | 7319/20000 [9:11:57<15:28:43, 4.39s/it] 37%|███▋ | 7320/20000 [9:12:01<14:50:24, 4.21s/it] 37%|███▋ | 7321/20000 [9:12:04<14:15:41, 4.05s/it] 37%|███▋ | 7322/20000 [9:12:08<13:43:17, 3.90s/it] 37%|███▋ | 7323/20000 [9:12:11<13:14:20, 3.76s/it] 37%|███▋ | 7324/20000 [9:12:15<12:46:38, 3.63s/it] 37%|███▋ | 7325/20000 [9:12:18<12:20:12, 3.50s/it] 37%|███▋ | 7326/20000 [9:12:21<11:48:11, 3.35s/it] 37%|███▋ | 7327/20000 [9:12:24<11:15:41, 3.20s/it] 37%|███▋ | 7328/20000 [9:12:26<10:40:58, 3.03s/it] 37%|███▋ | 7329/20000 [9:12:29<9:59:23, 2.84s/it] 37%|███▋ | 7330/20000 [9:12:30<8:54:07, 2.53s/it] 37%|███▋ | 7331/20000 [9:12:36<12:25:44, 3.53s/it] 37%|███▋ | 7332/20000 [9:12:39<11:30:58, 3.27s/it] 37%|███▋ | 7333/20000 [9:12:49<18:10:26, 5.17s/it] 37%|███▋ | 7334/20000 [9:12:55<19:07:17, 5.43s/it] 37%|███▋ | 7335/20000 [9:13:00<19:00:01, 5.40s/it] 37%|███▋ | 7336/20000 [9:13:05<18:26:39, 5.24s/it] 37%|███▋ | 7337/20000 [9:13:09<17:48:35, 5.06s/it] 37%|███▋ | 7338/20000 [9:13:14<17:13:17, 4.90s/it] 37%|███▋ | 7339/20000 [9:13:18<16:29:22, 4.69s/it] 37%|███▋ | 7340/20000 [9:13:22<15:45:45, 4.48s/it] 37%|███▋ | 7341/20000 [9:13:26<15:07:11, 4.30s/it] 37%|███▋ | 7342/20000 [9:13:30<14:29:51, 4.12s/it] 37%|███▋ | 7343/20000 [9:13:33<13:54:44, 3.96s/it] 37%|███▋ | 7344/20000 [9:13:37<13:21:00, 3.80s/it] 37%|███▋ | 7345/20000 [9:13:40<12:50:04, 3.65s/it] 37%|███▋ | 7346/20000 [9:13:43<12:22:58, 3.52s/it] 37%|███▋ | 7347/20000 [9:13:46<11:53:27, 3.38s/it] 37%|███▋ | 7348/20000 [9:13:49<11:20:28, 3.23s/it] 37%|███▋ | 7349/20000 [9:13:52<10:44:02, 3.05s/it] 37%|███▋ | 7350/20000 [9:13:54<9:57:48, 2.84s/it] 37%|███▋ | 7351/20000 [9:13:56<8:46:38, 2.50s/it] 37%|███▋ | 7352/20000 [9:14:04<14:55:43, 4.25s/it] 37%|███▋ | 7353/20000 [9:14:10<16:56:36, 4.82s/it] 37%|███▋ | 7354/20000 [9:14:16<17:41:16, 5.04s/it] 37%|███▋ | 7355/20000 [9:14:21<17:37:49, 5.02s/it] 37%|███▋ | 7356/20000 [9:14:26<17:16:17, 4.92s/it] 37%|███▋ | 7357/20000 [9:14:30<16:47:22, 4.78s/it] 37%|███▋ | 7358/20000 [9:14:34<16:06:50, 4.59s/it] 37%|███▋ | 7359/20000 [9:14:38<15:32:37, 4.43s/it] 37%|███▋ | 7360/20000 [9:14:42<15:01:48, 4.28s/it] 37%|███▋ | 7361/20000 [9:14:46<14:28:38, 4.12s/it] 37%|███▋ | 7362/20000 [9:14:50<13:55:49, 3.97s/it] 37%|███▋ | 7363/20000 [9:14:53<13:23:36, 3.82s/it] 37%|███▋ | 7364/20000 [9:14:56<12:53:22, 3.67s/it] 37%|███▋ | 7365/20000 [9:15:00<12:29:08, 3.56s/it] 37%|███▋ | 7366/20000 [9:15:03<11:56:52, 3.40s/it] 37%|███▋ | 7367/20000 [9:15:06<11:22:22, 3.24s/it] 37%|███▋ | 7368/20000 [9:15:08<10:45:32, 3.07s/it] 37%|███▋ | 7369/20000 [9:15:11<10:02:13, 2.86s/it] 37%|███▋ | 7370/20000 [9:15:12<8:56:06, 2.55s/it] 37%|███▋ | 7371/20000 [9:15:20<14:45:38, 4.21s/it] 37%|███▋ | 7372/20000 [9:15:26<16:31:03, 4.71s/it] 37%|███▋ | 7373/20000 [9:15:32<17:09:02, 4.89s/it] 37%|███▋ | 7374/20000 [9:15:37<17:06:14, 4.88s/it] 37%|███▋ | 7375/20000 [9:15:41<16:48:24, 4.79s/it] 37%|███▋ | 7376/20000 [9:15:46<16:23:35, 4.67s/it] 37%|███▋ | 7377/20000 [9:15:50<15:51:56, 4.52s/it] 37%|███▋ | 7378/20000 [9:15:54<15:15:43, 4.35s/it] 37%|███▋ | 7379/20000 [9:15:57<14:43:02, 4.20s/it] 37%|███▋ | 7380/20000 [9:16:01<14:11:06, 4.05s/it] 37%|███▋ | 7381/20000 [9:16:05<13:40:37, 3.90s/it] 37%|███▋ | 7382/20000 [9:16:08<13:11:08, 3.76s/it] 37%|███▋ | 7383/20000 [9:16:12<12:43:51, 3.63s/it] 37%|███▋ | 7384/20000 [9:16:15<12:16:23, 3.50s/it] 37%|███▋ | 7385/20000 [9:16:18<11:46:22, 3.36s/it] 37%|███▋ | 7386/20000 [9:16:21<11:15:01, 3.21s/it] 37%|███▋ | 7387/20000 [9:16:23<10:41:00, 3.05s/it] 37%|███▋ | 7388/20000 [9:16:26<9:58:48, 2.85s/it] 37%|███▋ | 7389/20000 [9:16:27<8:51:49, 2.53s/it] 37%|███▋ | 7390/20000 [9:16:35<14:29:06, 4.14s/it] 37%|███▋ | 7391/20000 [9:16:41<16:23:50, 4.68s/it] 37%|███▋ | 7392/20000 [9:16:47<17:01:24, 4.86s/it] 37%|███▋ | 7393/20000 [9:16:51<17:01:36, 4.86s/it] 37%|███▋ | 7394/20000 [9:16:56<16:43:37, 4.78s/it] 37%|███▋ | 7395/20000 [9:17:00<16:17:00, 4.65s/it] 37%|███▋ | 7396/20000 [9:17:04<15:43:09, 4.49s/it] 37%|███▋ | 7397/20000 [9:17:08<15:11:12, 4.34s/it] 37%|███▋ | 7398/20000 [9:17:12<14:42:46, 4.20s/it] 37%|███▋ | 7399/20000 [9:17:16<14:15:01, 4.07s/it] 37%|███▋ | 7400/20000 [9:17:20<13:44:04, 3.92s/it] 37%|███▋ | 7401/20000 [9:17:23<13:12:54, 3.78s/it] 37%|███▋ | 7402/20000 [9:17:26<12:42:12, 3.63s/it] 37%|███▋ | 7403/20000 [9:17:30<12:13:16, 3.49s/it] 37%|███▋ | 7404/20000 [9:17:33<11:40:40, 3.34s/it] 37%|███▋ | 7405/20000 [9:17:35<11:08:42, 3.19s/it] 37%|███▋ | 7406/20000 [9:17:38<10:34:19, 3.02s/it] 37%|███▋ | 7407/20000 [9:17:40<9:55:01, 2.83s/it] 37%|███▋ | 7408/20000 [9:17:42<8:50:17, 2.53s/it] 37%|███▋ | 7409/20000 [9:17:47<11:25:18, 3.27s/it] 37%|███▋ | 7410/20000 [9:17:50<10:50:38, 3.10s/it] 37%|███▋ | 7411/20000 [9:18:00<17:39:04, 5.05s/it] 37%|███▋ | 7412/20000 [9:18:05<18:36:48, 5.32s/it] 37%|███▋ | 7413/20000 [9:18:11<18:40:24, 5.34s/it] 37%|███▋ | 7414/20000 [9:18:16<18:17:56, 5.23s/it] 37%|███▋ | 7415/20000 [9:18:21<17:49:12, 5.10s/it] 37%|███▋ | 7416/20000 [9:18:25<17:12:19, 4.92s/it] 37%|███▋ | 7417/20000 [9:18:29<16:27:51, 4.71s/it] 37%|███▋ | 7418/20000 [9:18:33<15:49:54, 4.53s/it] 37%|███▋ | 7419/20000 [9:18:37<15:12:47, 4.35s/it] 37%|███▋ | 7420/20000 [9:18:41<14:36:15, 4.18s/it] 37%|███▋ | 7421/20000 [9:18:45<14:01:52, 4.02s/it] 37%|███▋ | 7422/20000 [9:18:48<13:29:15, 3.86s/it] 37%|███▋ | 7423/20000 [9:18:52<12:59:02, 3.72s/it] 37%|███▋ | 7424/20000 [9:18:55<12:32:01, 3.59s/it] 37%|███▋ | 7425/20000 [9:18:58<11:59:50, 3.43s/it] 37%|███▋ | 7426/20000 [9:19:01<11:26:04, 3.27s/it] 37%|███▋ | 7427/20000 [9:19:04<10:51:53, 3.11s/it] 37%|███▋ | 7428/20000 [9:19:06<10:07:55, 2.90s/it] 37%|███▋ | 7429/20000 [9:19:08<9:00:12, 2.58s/it] 37%|███▋ | 7430/20000 [9:19:16<14:39:00, 4.20s/it] 37%|███▋ | 7431/20000 [9:19:22<16:32:00, 4.74s/it] 37%|███▋ | 7432/20000 [9:19:27<17:07:56, 4.91s/it] 37%|███▋ | 7433/20000 [9:19:32<17:09:00, 4.91s/it] 37%|███▋ | 7434/20000 [9:19:37<16:56:10, 4.85s/it] 37%|███▋ | 7435/20000 [9:19:41<16:34:41, 4.75s/it] 37%|███▋ | 7436/20000 [9:19:46<16:02:20, 4.60s/it] 37%|███▋ | 7437/20000 [9:19:50<15:29:58, 4.44s/it] 37%|███▋ | 7438/20000 [9:19:54<14:54:13, 4.27s/it] 37%|███▋ | 7439/20000 [9:19:57<14:16:27, 4.09s/it] 37%|███▋ | 7440/20000 [9:20:01<13:40:31, 3.92s/it] 37%|███▋ | 7441/20000 [9:20:04<13:06:23, 3.76s/it] 37%|███▋ | 7442/20000 [9:20:07<12:34:16, 3.60s/it] 37%|███▋ | 7443/20000 [9:20:11<12:06:35, 3.47s/it] 37%|███▋ | 7444/20000 [9:20:14<11:35:26, 3.32s/it] 37%|███▋ | 7445/20000 [9:20:16<11:04:07, 3.17s/it] 37%|███▋ | 7446/20000 [9:20:19<10:29:46, 3.01s/it] 37%|███▋ | 7447/20000 [9:20:21<9:48:13, 2.81s/it] 37%|███▋ | 7448/20000 [9:20:23<8:42:35, 2.50s/it] 37%|███▋ | 7449/20000 [9:20:31<14:32:14, 4.17s/it] 37%|███▋ | 7450/20000 [9:20:37<16:21:28, 4.69s/it] 37%|███▋ | 7451/20000 [9:20:42<16:59:32, 4.87s/it] 37%|███▋ | 7452/20000 [9:20:47<17:00:48, 4.88s/it] 37%|███▋ | 7453/20000 [9:20:52<16:42:10, 4.79s/it] 37%|███▋ | 7454/20000 [9:20:56<16:16:25, 4.67s/it] 37%|███▋ | 7455/20000 [9:21:00<15:40:06, 4.50s/it] 37%|███▋ | 7456/20000 [9:21:04<15:07:14, 4.34s/it] 37%|███▋ | 7457/20000 [9:21:08<14:34:33, 4.18s/it] 37%|███▋ | 7458/20000 [9:21:12<14:02:56, 4.03s/it] 37%|███▋ | 7459/20000 [9:21:15<13:34:02, 3.89s/it] 37%|███▋ | 7460/20000 [9:21:19<13:06:19, 3.76s/it] 37%|███▋ | 7461/20000 [9:21:22<12:37:27, 3.62s/it] 37%|███▋ | 7462/20000 [9:21:25<12:12:37, 3.51s/it] 37%|███▋ | 7463/20000 [9:21:28<11:41:49, 3.36s/it] 37%|███▋ | 7464/20000 [9:21:31<11:09:41, 3.21s/it] 37%|███▋ | 7465/20000 [9:21:34<10:34:35, 3.04s/it] 37%|███▋ | 7466/20000 [9:21:36<9:50:32, 2.83s/it] 37%|███▋ | 7467/20000 [9:21:38<8:37:46, 2.48s/it] 37%|███▋ | 7468/20000 [9:21:47<15:24:40, 4.43s/it] 37%|███▋ | 7469/20000 [9:21:53<17:16:53, 4.96s/it] 37%|███▋ | 7470/20000 [9:21:59<17:51:48, 5.13s/it] 37%|███▋ | 7471/20000 [9:22:04<17:44:43, 5.10s/it] 37%|███▋ | 7472/20000 [9:22:08<17:19:58, 4.98s/it] 37%|███▋ | 7473/20000 [9:22:13<16:47:42, 4.83s/it] 37%|███▋ | 7474/20000 [9:22:17<16:08:47, 4.64s/it] 37%|███▋ | 7475/20000 [9:22:21<15:29:36, 4.45s/it] 37%|███▋ | 7476/20000 [9:22:25<14:53:25, 4.28s/it] 37%|███▋ | 7477/20000 [9:22:29<14:17:34, 4.11s/it] 37%|███▋ | 7478/20000 [9:22:32<13:41:29, 3.94s/it] 37%|███▋ | 7479/20000 [9:22:36<13:09:03, 3.78s/it] 37%|███▋ | 7480/20000 [9:22:39<12:42:47, 3.66s/it] 37%|███▋ | 7481/20000 [9:22:42<12:19:31, 3.54s/it] 37%|███▋ | 7482/20000 [9:22:45<11:49:21, 3.40s/it] 37%|███▋ | 7483/20000 [9:22:48<11:16:44, 3.24s/it] 37%|███▋ | 7484/20000 [9:22:51<10:41:41, 3.08s/it] 37%|███▋ | 7485/20000 [9:22:53<10:01:11, 2.88s/it] 37%|███▋ | 7486/20000 [9:22:55<8:54:43, 2.56s/it] 37%|███▋ | 7487/20000 [9:23:00<11:45:55, 3.38s/it] 37%|███▋ | 7488/20000 [9:23:03<11:03:45, 3.18s/it] 37%|███▋ | 7489/20000 [9:23:12<17:34:08, 5.06s/it] 37%|███▋ | 7490/20000 [9:23:19<18:37:03, 5.36s/it] 37%|███▋ | 7491/20000 [9:23:24<18:35:05, 5.35s/it] 37%|███▋ | 7492/20000 [9:23:29<18:05:11, 5.21s/it] 37%|███▋ | 7493/20000 [9:23:33<17:29:58, 5.04s/it] 37%|███▋ | 7494/20000 [9:23:38<16:50:30, 4.85s/it] 37%|███▋ | 7495/20000 [9:23:42<16:11:29, 4.66s/it] 37%|███▋ | 7496/20000 [9:23:46<15:27:57, 4.45s/it] 37%|███▋ | 7497/20000 [9:23:50<14:46:14, 4.25s/it] 37%|███▋ | 7498/20000 [9:23:53<14:08:49, 4.07s/it] 37%|███▋ | 7499/20000 [9:23:57<13:33:14, 3.90s/it] 38%|███▊ | 7500/20000 [9:24:00<13:00:33, 3.75s/it] 38%|███▊ | 7500/20000 [9:24:00<13:00:33, 3.75s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.08917286247015, 'eval_wer': 0.06756756756756757, 'eval_runtime': 65.0895, 'eval_samples_per_second': 28.53, 'eval_steps_per_second': 1.198, 'epoch': 89.74} {'loss': 0.0116, 'learning_rate': 0.00032051282051282057, 'epoch': 96.15} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:24, 3.14it/s][A 4%|▍ | 3/78 [00:01<00:33, 2.24it/s][A 5%|▌ | 4/78 [00:01<00:37, 1.95it/s][A 6%|▋ | 5/78 [00:02<00:41, 1.74it/s][A 8%|▊ | 6/78 [00:03<00:47, 1.51it/s][A 9%|▉ | 7/78 [00:04<00:52, 1.35it/s][A 10%|█ | 8/78 [00:05<00:56, 1.24it/s][A 12%|█▏ | 9/78 [00:06<00:58, 1.19it/s][A 13%|█▎ | 10/78 [00:06<00:56, 1.21it/s][A 14%|█▍ | 11/78 [00:07<00:54, 1.24it/s][A 15%|█▌ | 12/78 [00:08<00:51, 1.29it/s][A 17%|█▋ | 13/78 [00:09<00:47, 1.36it/s][A 18%|█▊ | 14/78 [00:09<00:48, 1.31it/s][A 19%|█▉ | 15/78 [00:10<00:50, 1.26it/s][A 21%|██ | 16/78 [00:11<00:51, 1.21it/s][A 22%|██▏ | 17/78 [00:12<00:50, 1.21it/s][A 23%|██▎ | 18/78 [00:13<00:53, 1.12it/s][A 24%|██▍ | 19/78 [00:14<00:51, 1.14it/s][A 26%|██▌ | 20/78 [00:15<00:46, 1.24it/s][A 27%|██▋ | 21/78 [00:15<00:47, 1.21it/s][A 28%|██▊ | 22/78 [00:16<00:44, 1.27it/s][A 29%|██▉ | 23/78 [00:17<00:42, 1.31it/s][A 31%|███ | 24/78 [00:18<00:41, 1.30it/s][A 32%|███▏ | 25/78 [00:18<00:39, 1.34it/s][A 33%|███▎ | 26/78 [00:19<00:37, 1.39it/s][A 35%|███▍ | 27/78 [00:20<00:36, 1.41it/s][A 36%|███▌ | 28/78 [00:20<00:36, 1.36it/s][A 37%|███▋ | 29/78 [00:21<00:33, 1.44it/s][A 38%|███▊ | 30/78 [00:22<00:35, 1.34it/s][A 40%|███▉ | 31/78 [00:23<00:33, 1.39it/s][A 41%|████ | 32/78 [00:23<00:32, 1.40it/s][A 42%|████▏ | 33/78 [00:24<00:31, 1.43it/s][A 44%|████▎ | 34/78 [00:25<00:29, 1.47it/s][A 45%|████▍ | 35/78 [00:25<00:28, 1.50it/s][A 46%|████▌ | 36/78 [00:26<00:27, 1.51it/s][A 47%|████▋ | 37/78 [00:27<00:28, 1.44it/s][A 49%|████▊ | 38/78 [00:27<00:28, 1.40it/s][A 50%|█████ | 39/78 [00:28<00:31, 1.24it/s][A 51%|█████▏ | 40/78 [00:29<00:31, 1.22it/s][A 53%|█████▎ | 41/78 [00:30<00:33, 1.11it/s][A 54%|█████▍ | 42/78 [00:31<00:31, 1.15it/s][A 55%|█████▌ | 43/78 [00:32<00:30, 1.14it/s][A 56%|█████▋ | 44/78 [00:33<00:29, 1.14it/s][A 58%|█████▊ | 45/78 [00:34<00:28, 1.17it/s][A 59%|█████▉ | 46/78 [00:35<00:31, 1.02it/s][A 60%|██████ | 47/78 [00:36<00:27, 1.12it/s][A 62%|██████▏ | 48/78 [00:36<00:25, 1.19it/s][A 63%|██████▎ | 49/78 [00:37<00:22, 1.30it/s][A 64%|██████▍ | 50/78 [00:38<00:21, 1.32it/s][A 65%|██████▌ | 51/78 [00:38<00:19, 1.40it/s][A 67%|██████▋ | 52/78 [00:39<00:18, 1.42it/s][A 68%|██████▊ | 53/78 [00:40<00:17, 1.43it/s][A 69%|██████▉ | 54/78 [00:41<00:17, 1.35it/s][A 71%|███████ | 55/78 [00:41<00:17, 1.31it/s][A 72%|███████▏ | 56/78 [00:42<00:16, 1.30it/s][A 73%|███████▎ | 57/78 [00:43<00:19, 1.10it/s][A 74%|███████▍ | 58/78 [00:44<00:18, 1.11it/s][A 76%|███████▌ | 59/78 [00:45<00:17, 1.08it/s][A 77%|███████▋ | 60/78 [00:46<00:15, 1.14it/s][A 78%|███████▊ | 61/78 [00:47<00:14, 1.17it/s][A 79%|███████▉ | 62/78 [00:48<00:13, 1.18it/s][A 81%|████████ | 63/78 [00:48<00:12, 1.20it/s][A 82%|████████▏ | 64/78 [00:49<00:11, 1.19it/s][A 83%|████████▎ | 65/78 [00:50<00:10, 1.21it/s][A 85%|████████▍ | 66/78 [00:51<00:09, 1.24it/s][A 86%|████████▌ | 67/78 [00:52<00:08, 1.24it/s][A 87%|████████▋ | 68/78 [00:52<00:08, 1.25it/s][A 88%|████████▊ | 69/78 [00:53<00:07, 1.26it/s][A 90%|████████▉ | 70/78 [00:54<00:06, 1.20it/s][A 91%|█████████ | 71/78 [00:55<00:05, 1.25it/s][A 92%|█████████▏| 72/78 [00:56<00:04, 1.27it/s][A 94%|█████████▎| 73/78 [00:56<00:04, 1.25it/s][A 95%|█████████▍| 74/78 [00:57<00:03, 1.24it/s][A 96%|█████████▌| 75/78 [00:58<00:02, 1.25it/s][A 97%|█████████▋| 76/78 [00:59<00:01, 1.24it/s][A 99%|█████████▊| 77/78 [01:00<00:00, 1.29it/s][A 100%|██████████| 78/78 [01:00<00:00, 1.62it/s][A [A 38%|███▊ | 7500/20000 [9:25:03<13:00:33, 3.75s/it] 100%|██████████| 78/78 [01:01<00:00, 1.62it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-7500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-7500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-7500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-7500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-7000] due to args.save_total_limit 38%|███▊ | 7501/20000 [9:25:18<89:42:57, 25.84s/it] 38%|███▊ | 7502/20000 [9:25:21<66:02:21, 19.02s/it] 38%|███▊ | 7503/20000 [9:25:24<49:16:14, 14.19s/it] 38%|███▊ | 7504/20000 [9:25:27<37:22:47, 10.77s/it] 38%|███▊ | 7505/20000 [9:25:29<28:51:54, 8.32s/it] 38%|███▊ | 7506/20000 [9:25:31<22:37:16, 6.52s/it] 38%|███▊ | 7507/20000 [9:25:33<17:36:44, 5.08s/it] 38%|███▊ | 7508/20000 [9:25:41<20:50:37, 6.01s/it] 38%|███▊ | 7509/20000 [9:25:47<20:41:17, 5.96s/it] 38%|███▊ | 7510/20000 [9:25:52<19:57:01, 5.75s/it] 38%|███▊ | 7511/20000 [9:25:57<19:04:15, 5.50s/it] 38%|███▊ | 7512/20000 [9:26:02<18:12:02, 5.25s/it] 38%|███▊ | 7513/20000 [9:26:07<17:24:45, 5.02s/it] 38%|███▊ | 7514/20000 [9:26:11<16:36:42, 4.79s/it] 38%|███▊ | 7515/20000 [9:26:15<15:49:07, 4.56s/it] 38%|███▊ | 7516/20000 [9:26:19<15:08:00, 4.36s/it] 38%|███▊ | 7517/20000 [9:26:22<14:28:22, 4.17s/it] 38%|███▊ | 7518/20000 [9:26:26<13:50:01, 3.99s/it] 38%|███▊ | 7519/20000 [9:26:29<13:15:44, 3.83s/it] 38%|███▊ | 7520/20000 [9:26:33<12:46:33, 3.69s/it] 38%|███▊ | 7521/20000 [9:26:36<12:19:01, 3.55s/it] 38%|███▊ | 7522/20000 [9:26:39<11:42:50, 3.38s/it] 38%|███▊ | 7523/20000 [9:26:42<11:08:59, 3.22s/it] 38%|███▊ | 7524/20000 [9:26:44<10:31:52, 3.04s/it] 38%|███▊ | 7525/20000 [9:26:47<9:49:10, 2.83s/it] 38%|███▊ | 7526/20000 [9:26:49<8:43:49, 2.52s/it] 38%|███▊ | 7527/20000 [9:26:57<14:36:24, 4.22s/it] 38%|███▊ | 7528/20000 [9:27:03<16:26:50, 4.75s/it] 38%|███▊ | 7529/20000 [9:27:08<17:03:22, 4.92s/it] 38%|███▊ | 7530/20000 [9:27:13<17:04:46, 4.93s/it] 38%|███▊ | 7531/20000 [9:27:18<16:47:30, 4.85s/it] 38%|███▊ | 7532/20000 [9:27:22<16:24:05, 4.74s/it] 38%|███▊ | 7533/20000 [9:27:26<15:55:28, 4.60s/it] 38%|███▊ | 7534/20000 [9:27:31<15:45:23, 4.55s/it] 38%|███▊ | 7535/20000 [9:27:35<15:17:34, 4.42s/it] 38%|███▊ | 7536/20000 [9:27:39<14:48:27, 4.28s/it] 38%|███▊ | 7537/20000 [9:27:43<14:16:12, 4.12s/it] 38%|███▊ | 7538/20000 [9:27:46<13:46:29, 3.98s/it] 38%|███▊ | 7539/20000 [9:27:50<13:18:13, 3.84s/it] 38%|███▊ | 7540/20000 [9:27:53<12:51:17, 3.71s/it] 38%|███▊ | 7541/20000 [9:27:56<12:15:10, 3.54s/it] 38%|███▊ | 7542/20000 [9:27:59<11:39:57, 3.37s/it] 38%|███▊ | 7543/20000 [9:28:02<11:00:44, 3.18s/it] 38%|███▊ | 7544/20000 [9:28:04<10:04:35, 2.91s/it] 38%|███▊ | 7545/20000 [9:28:06<8:50:50, 2.56s/it] 38%|███▊ | 7546/20000 [9:28:15<15:15:26, 4.41s/it] 38%|███▊ | 7547/20000 [9:28:21<17:09:06, 4.96s/it] 38%|███▊ | 7548/20000 [9:28:27<17:41:14, 5.11s/it] 38%|███▊ | 7549/20000 [9:28:32<17:36:57, 5.09s/it] 38%|███▊ | 7550/20000 [9:28:36<17:21:26, 5.02s/it] 38%|███▊ | 7551/20000 [9:28:41<17:01:11, 4.92s/it] 38%|███▊ | 7552/20000 [9:28:46<16:48:51, 4.86s/it] 38%|███▊ | 7553/20000 [9:28:50<16:04:13, 4.65s/it] 38%|███▊ | 7554/20000 [9:28:54<15:11:10, 4.39s/it] 38%|███▊ | 7555/20000 [9:28:58<14:26:29, 4.18s/it] 38%|███▊ | 7556/20000 [9:29:01<13:46:12, 3.98s/it] 38%|███▊ | 7557/20000 [9:29:05<13:12:51, 3.82s/it] 38%|███▊ | 7558/20000 [9:29:08<12:39:33, 3.66s/it] 38%|███▊ | 7559/20000 [9:29:11<12:11:49, 3.53s/it] 38%|███▊ | 7560/20000 [9:29:14<11:39:30, 3.37s/it] 38%|███▊ | 7561/20000 [9:29:17<11:06:51, 3.22s/it] 38%|███▊ | 7562/20000 [9:29:20<10:32:37, 3.05s/it] 38%|███▊ | 7563/20000 [9:29:22<9:53:44, 2.86s/it] 38%|███▊ | 7564/20000 [9:29:24<8:49:13, 2.55s/it] 38%|███▊ | 7565/20000 [9:29:29<11:48:11, 3.42s/it] 38%|███▊ | 7566/20000 [9:29:32<11:07:12, 3.22s/it] 38%|███▊ | 7567/20000 [9:29:42<17:38:28, 5.11s/it] 38%|███▊ | 7568/20000 [9:29:48<18:40:30, 5.41s/it] 38%|███▊ | 7569/20000 [9:29:53<18:37:28, 5.39s/it] 38%|███▊ | 7570/20000 [9:29:58<18:09:38, 5.26s/it] 38%|███▊ | 7571/20000 [9:30:03<17:33:18, 5.08s/it] 38%|███▊ | 7572/20000 [9:30:07<16:52:38, 4.89s/it] 38%|███▊ | 7573/20000 [9:30:11<16:08:18, 4.68s/it] 38%|███▊ | 7574/20000 [9:30:15<15:29:42, 4.49s/it] 38%|███▊ | 7575/20000 [9:30:19<14:54:13, 4.32s/it] 38%|███▊ | 7576/20000 [9:30:23<14:19:32, 4.15s/it] 38%|███▊ | 7577/20000 [9:30:27<13:47:32, 4.00s/it] 38%|███▊ | 7578/20000 [9:30:30<13:14:32, 3.84s/it] 38%|███▊ | 7579/20000 [9:30:33<12:43:57, 3.69s/it] 38%|███▊ | 7580/20000 [9:30:37<12:16:05, 3.56s/it] 38%|███▊ | 7581/20000 [9:30:40<11:42:53, 3.40s/it] 38%|███▊ | 7582/20000 [9:30:43<11:08:42, 3.23s/it] 38%|███▊ | 7583/20000 [9:30:45<10:33:04, 3.06s/it] 38%|███▊ | 7584/20000 [9:30:48<9:51:12, 2.86s/it] 38%|███▊ | 7585/20000 [9:30:49<8:48:04, 2.55s/it] 38%|███▊ | 7586/20000 [9:30:58<14:41:23, 4.26s/it] 38%|███▊ | 7587/20000 [9:31:04<16:31:58, 4.79s/it] 38%|███▊ | 7588/20000 [9:31:09<17:10:16, 4.98s/it] 38%|███▊ | 7589/20000 [9:31:14<17:07:19, 4.97s/it] 38%|███▊ | 7590/20000 [9:31:19<16:49:40, 4.88s/it] 38%|███▊ | 7591/20000 [9:31:23<16:21:37, 4.75s/it] 38%|███▊ | 7592/20000 [9:31:27<15:47:05, 4.58s/it] 38%|███▊ | 7593/20000 [9:31:31<15:13:16, 4.42s/it] 38%|███▊ | 7594/20000 [9:31:35<14:43:36, 4.27s/it] 38%|███▊ | 7595/20000 [9:31:39<14:10:52, 4.12s/it] 38%|███▊ | 7596/20000 [9:31:43<13:41:02, 3.97s/it] 38%|███▊ | 7597/20000 [9:31:46<13:11:11, 3.83s/it] 38%|███▊ | 7598/20000 [9:31:50<12:41:40, 3.68s/it] 38%|███▊ | 7599/20000 [9:31:53<12:12:13, 3.54s/it] 38%|███▊ | 7600/20000 [9:31:56<11:40:28, 3.39s/it] 38%|███▊ | 7601/20000 [9:31:59<11:06:34, 3.23s/it] 38%|███▊ | 7602/20000 [9:32:01<10:30:50, 3.05s/it] 38%|███▊ | 7603/20000 [9:32:04<9:47:57, 2.85s/it] 38%|███▊ | 7604/20000 [9:32:05<8:32:59, 2.48s/it] 38%|███▊ | 7605/20000 [9:32:14<15:01:23, 4.36s/it] 38%|███▊ | 7606/20000 [9:32:20<16:43:18, 4.86s/it] 38%|███▊ | 7607/20000 [9:32:25<17:16:00, 5.02s/it] 38%|███▊ | 7608/20000 [9:32:30<17:13:24, 5.00s/it] 38%|███▊ | 7609/20000 [9:32:35<16:54:28, 4.91s/it] 38%|███▊ | 7610/20000 [9:32:40<16:27:53, 4.78s/it] 38%|███▊ | 7611/20000 [9:32:44<15:48:51, 4.60s/it] 38%|███▊ | 7612/20000 [9:32:48<15:10:10, 4.41s/it] 38%|███▊ | 7613/20000 [9:32:52<14:36:28, 4.25s/it] 38%|███▊ | 7614/20000 [9:32:55<14:00:36, 4.07s/it] 38%|███▊ | 7615/20000 [9:32:59<13:27:06, 3.91s/it] 38%|███▊ | 7616/20000 [9:33:02<12:54:22, 3.75s/it] 38%|███▊ | 7617/20000 [9:33:05<12:23:11, 3.60s/it] 38%|███▊ | 7618/20000 [9:33:09<11:55:48, 3.47s/it] 38%|███▊ | 7619/20000 [9:33:12<11:26:54, 3.33s/it] 38%|███▊ | 7620/20000 [9:33:14<10:55:35, 3.18s/it] 38%|███▊ | 7621/20000 [9:33:17<10:24:12, 3.03s/it] 38%|███▊ | 7622/20000 [9:33:19<9:45:33, 2.84s/it] 38%|███▊ | 7623/20000 [9:33:21<8:42:08, 2.53s/it] 38%|███▊ | 7624/20000 [9:33:29<14:22:51, 4.18s/it] 38%|███▊ | 7625/20000 [9:33:35<16:14:10, 4.72s/it] 38%|███▊ | 7626/20000 [9:33:41<16:55:56, 4.93s/it] 38%|███▊ | 7627/20000 [9:33:46<16:54:46, 4.92s/it] 38%|███▊ | 7628/20000 [9:33:50<16:35:25, 4.83s/it] 38%|███▊ | 7629/20000 [9:33:55<16:09:54, 4.70s/it] 38%|███▊ | 7630/20000 [9:33:59<15:35:40, 4.54s/it] 38%|███▊ | 7631/20000 [9:34:03<15:01:57, 4.38s/it] 38%|███▊ | 7632/20000 [9:34:07<14:29:28, 4.22s/it] 38%|███▊ | 7633/20000 [9:34:10<13:57:24, 4.06s/it] 38%|███▊ | 7634/20000 [9:34:14<13:27:30, 3.92s/it] 38%|███▊ | 7635/20000 [9:34:17<13:02:09, 3.80s/it] 38%|███▊ | 7636/20000 [9:34:21<12:35:48, 3.67s/it] 38%|███▊ | 7637/20000 [9:34:24<12:07:54, 3.53s/it] 38%|███▊ | 7638/20000 [9:34:27<11:32:36, 3.36s/it] 38%|███▊ | 7639/20000 [9:34:30<10:58:01, 3.19s/it] 38%|███▊ | 7640/20000 [9:34:32<10:20:08, 3.01s/it] 38%|███▊ | 7641/20000 [9:34:35<9:35:40, 2.79s/it] 38%|███▊ | 7642/20000 [9:34:36<8:26:37, 2.46s/it] 38%|███▊ | 7643/20000 [9:34:42<11:17:57, 3.29s/it] 38%|███▊ | 7644/20000 [9:34:44<10:36:05, 3.09s/it] 38%|███▊ | 7645/20000 [9:34:53<16:56:53, 4.94s/it] 38%|███▊ | 7646/20000 [9:34:59<17:52:44, 5.21s/it] 38%|███▊ | 7647/20000 [9:35:04<17:52:28, 5.21s/it] 38%|███▊ | 7648/20000 [9:35:09<17:30:54, 5.10s/it] 38%|███▊ | 7649/20000 [9:35:14<16:58:12, 4.95s/it] 38%|███▊ | 7650/20000 [9:35:18<16:22:55, 4.78s/it] 38%|███▊ | 7651/20000 [9:35:22<15:39:54, 4.57s/it] 38%|███▊ | 7652/20000 [9:35:26<15:01:27, 4.38s/it] 38%|███▊ | 7653/20000 [9:35:30<14:24:26, 4.20s/it] 38%|███▊ | 7654/20000 [9:35:34<13:47:21, 4.02s/it] 38%|███▊ | 7655/20000 [9:35:37<13:13:19, 3.86s/it] 38%|███▊ | 7656/20000 [9:35:40<12:40:56, 3.70s/it] 38%|███▊ | 7657/20000 [9:35:44<12:13:04, 3.56s/it] 38%|███▊ | 7658/20000 [9:35:47<11:44:49, 3.43s/it] 38%|███▊ | 7659/20000 [9:35:50<11:13:59, 3.28s/it] 38%|███▊ | 7660/20000 [9:35:53<10:41:35, 3.12s/it] 38%|███▊ | 7661/20000 [9:35:55<10:09:14, 2.96s/it] 38%|███▊ | 7662/20000 [9:35:57<9:28:11, 2.76s/it] 38%|███▊ | 7663/20000 [9:35:59<8:23:13, 2.45s/it] 38%|███▊ | 7664/20000 [9:36:07<14:11:08, 4.14s/it] 38%|███▊ | 7665/20000 [9:36:13<16:04:51, 4.69s/it] 38%|███▊ | 7666/20000 [9:36:18<16:40:28, 4.87s/it] 38%|███▊ | 7667/20000 [9:36:23<16:33:45, 4.83s/it] 38%|███▊ | 7668/20000 [9:36:28<16:15:40, 4.75s/it] 38%|███▊ | 7669/20000 [9:36:32<15:48:21, 4.61s/it] 38%|███▊ | 7670/20000 [9:36:36<15:16:12, 4.46s/it] 38%|███▊ | 7671/20000 [9:36:40<14:43:21, 4.30s/it] 38%|███▊ | 7672/20000 [9:36:44<14:11:38, 4.14s/it] 38%|███▊ | 7673/20000 [9:36:48<13:41:40, 4.00s/it] 38%|███▊ | 7674/20000 [9:36:51<13:09:12, 3.84s/it] 38%|███▊ | 7675/20000 [9:36:54<12:40:08, 3.70s/it] 38%|███▊ | 7676/20000 [9:36:58<12:13:45, 3.57s/it] 38%|███▊ | 7677/20000 [9:37:01<11:46:52, 3.44s/it] 38%|███▊ | 7678/20000 [9:37:04<11:15:17, 3.29s/it] 38%|███▊ | 7679/20000 [9:37:07<10:45:26, 3.14s/it] 38%|███▊ | 7680/20000 [9:37:09<10:14:59, 3.00s/it] 38%|███▊ | 7681/20000 [9:37:12<9:38:47, 2.82s/it] 38%|███▊ | 7682/20000 [9:37:13<8:35:54, 2.51s/it] 38%|███▊ | 7683/20000 [9:37:21<14:16:13, 4.17s/it] 38%|███▊ | 7684/20000 [9:37:27<16:08:17, 4.72s/it] 38%|███▊ | 7685/20000 [9:37:33<16:49:16, 4.92s/it] 38%|███▊ | 7686/20000 [9:37:38<16:52:53, 4.94s/it] 38%|███▊ | 7687/20000 [9:37:42<16:33:27, 4.84s/it] 38%|███▊ | 7688/20000 [9:37:47<16:09:23, 4.72s/it] 38%|███▊ | 7689/20000 [9:37:51<15:34:31, 4.55s/it] 38%|███▊ | 7690/20000 [9:37:55<14:58:15, 4.38s/it] 38%|███▊ | 7691/20000 [9:37:59<14:26:31, 4.22s/it] 38%|███▊ | 7692/20000 [9:38:03<13:55:56, 4.08s/it] 38%|███▊ | 7693/20000 [9:38:06<13:25:14, 3.93s/it] 38%|███▊ | 7694/20000 [9:38:10<12:56:03, 3.78s/it] 38%|███▊ | 7695/20000 [9:38:13<12:33:27, 3.67s/it] 38%|███▊ | 7696/20000 [9:38:16<12:12:10, 3.57s/it] 38%|███▊ | 7697/20000 [9:38:20<11:50:36, 3.47s/it] 38%|███▊ | 7698/20000 [9:38:23<11:23:23, 3.33s/it] 38%|███▊ | 7699/20000 [9:38:25<10:46:50, 3.16s/it] 38%|███▊ | 7700/20000 [9:38:28<10:00:57, 2.93s/it] 39%|███▊ | 7701/20000 [9:38:30<8:53:42, 2.60s/it] 39%|███▊ | 7702/20000 [9:38:38<15:20:06, 4.49s/it] 39%|███▊ | 7703/20000 [9:38:45<16:56:43, 4.96s/it] 39%|███▊ | 7704/20000 [9:38:50<17:25:09, 5.10s/it] 39%|███▊ | 7705/20000 [9:38:55<17:20:02, 5.08s/it] 39%|███▊ | 7706/20000 [9:39:00<16:58:39, 4.97s/it] 39%|███▊ | 7707/20000 [9:39:04<16:31:48, 4.84s/it] 39%|███▊ | 7708/20000 [9:39:09<16:05:09, 4.71s/it] 39%|███▊ | 7709/20000 [9:39:13<15:37:17, 4.58s/it] 39%|███▊ | 7710/20000 [9:39:17<15:08:24, 4.43s/it] 39%|███▊ | 7711/20000 [9:39:21<14:32:05, 4.26s/it] 39%|███▊ | 7712/20000 [9:39:25<13:53:40, 4.07s/it] 39%|███▊ | 7713/20000 [9:39:28<13:14:17, 3.88s/it] 39%|███▊ | 7714/20000 [9:39:31<12:35:20, 3.69s/it] 39%|███▊ | 7715/20000 [9:39:34<12:00:05, 3.52s/it] 39%|███▊ | 7716/20000 [9:39:37<11:24:01, 3.34s/it] 39%|███▊ | 7717/20000 [9:39:40<10:47:50, 3.16s/it] 39%|███▊ | 7718/20000 [9:39:43<10:09:19, 2.98s/it] 39%|███▊ | 7719/20000 [9:39:45<9:28:54, 2.78s/it] 39%|███▊ | 7720/20000 [9:39:47<8:22:09, 2.45s/it] 39%|███▊ | 7721/20000 [9:39:52<11:16:45, 3.31s/it] 39%|███▊ | 7722/20000 [9:39:55<10:42:54, 3.14s/it] 39%|███▊ | 7723/20000 [9:40:04<17:30:57, 5.14s/it] 39%|███▊ | 7724/20000 [9:40:11<18:41:47, 5.48s/it] 39%|███▊ | 7725/20000 [9:40:16<18:45:18, 5.50s/it] 39%|███▊ | 7726/20000 [9:40:21<18:22:34, 5.39s/it] 39%|███▊ | 7727/20000 [9:40:26<17:44:45, 5.21s/it] 39%|███▊ | 7728/20000 [9:40:31<17:05:42, 5.01s/it] 39%|███▊ | 7729/20000 [9:40:35<16:18:09, 4.78s/it] 39%|███▊ | 7730/20000 [9:40:39<15:33:18, 4.56s/it] 39%|███▊ | 7731/20000 [9:40:43<14:54:28, 4.37s/it] 39%|███▊ | 7732/20000 [9:40:47<14:19:24, 4.20s/it] 39%|███▊ | 7733/20000 [9:40:50<13:44:20, 4.03s/it] 39%|███▊ | 7734/20000 [9:40:54<13:13:33, 3.88s/it] 39%|███▊ | 7735/20000 [9:40:57<12:44:27, 3.74s/it] 39%|███▊ | 7736/20000 [9:41:01<12:19:05, 3.62s/it] 39%|███▊ | 7737/20000 [9:41:04<11:48:02, 3.46s/it] 39%|███▊ | 7738/20000 [9:41:07<11:14:33, 3.30s/it] 39%|███▊ | 7739/20000 [9:41:09<10:41:30, 3.14s/it] 39%|███▊ | 7740/20000 [9:41:12<10:04:16, 2.96s/it] 39%|███▊ | 7741/20000 [9:41:14<8:56:16, 2.62s/it] 39%|███▊ | 7742/20000 [9:41:23<15:09:50, 4.45s/it] 39%|███▊ | 7743/20000 [9:41:28<16:35:56, 4.88s/it] 39%|███▊ | 7744/20000 [9:41:34<16:55:37, 4.97s/it] 39%|███▊ | 7745/20000 [9:41:38<16:47:17, 4.93s/it] 39%|███▊ | 7746/20000 [9:41:43<16:28:00, 4.84s/it] 39%|███▊ | 7747/20000 [9:41:47<16:00:20, 4.70s/it] 39%|███▊ | 7748/20000 [9:41:52<15:24:51, 4.53s/it] 39%|███▊ | 7749/20000 [9:41:56<14:53:12, 4.37s/it] 39%|███▉ | 7750/20000 [9:41:59<14:21:35, 4.22s/it] 39%|███▉ | 7751/20000 [9:42:03<13:53:03, 4.08s/it] 39%|███▉ | 7752/20000 [9:42:07<13:21:44, 3.93s/it] 39%|███▉ | 7753/20000 [9:42:10<12:50:55, 3.78s/it] 39%|███▉ | 7754/20000 [9:42:13<12:20:11, 3.63s/it] 39%|███▉ | 7755/20000 [9:42:17<11:55:10, 3.50s/it] 39%|███▉ | 7756/20000 [9:42:20<11:23:40, 3.35s/it] 39%|███▉ | 7757/20000 [9:42:22<10:51:17, 3.19s/it] 39%|███▉ | 7758/20000 [9:42:25<10:17:10, 3.02s/it] 39%|███▉ | 7759/20000 [9:42:27<9:35:45, 2.82s/it] 39%|███▉ | 7760/20000 [9:42:29<8:31:08, 2.51s/it] 39%|███▉ | 7761/20000 [9:42:37<14:13:30, 4.18s/it] 39%|███▉ | 7762/20000 [9:42:43<15:54:12, 4.68s/it] 39%|███▉ | 7763/20000 [9:42:48<16:26:11, 4.84s/it] 39%|███▉ | 7764/20000 [9:42:53<16:22:05, 4.82s/it] 39%|███▉ | 7765/20000 [9:42:58<16:01:20, 4.71s/it] 39%|███▉ | 7766/20000 [9:43:02<15:34:45, 4.58s/it] 39%|███▉ | 7767/20000 [9:43:06<15:02:59, 4.43s/it] 39%|███▉ | 7768/20000 [9:43:10<14:31:48, 4.28s/it] 39%|███▉ | 7769/20000 [9:43:14<14:00:49, 4.12s/it] 39%|███▉ | 7770/20000 [9:43:17<13:31:30, 3.98s/it] 39%|███▉ | 7771/20000 [9:43:21<13:00:42, 3.83s/it] 39%|███▉ | 7772/20000 [9:43:24<12:31:37, 3.69s/it] 39%|███▉ | 7773/20000 [9:43:27<12:05:32, 3.56s/it] 39%|███▉ | 7774/20000 [9:43:31<11:39:21, 3.43s/it] 39%|███▉ | 7775/20000 [9:43:33<11:10:38, 3.29s/it] 39%|███▉ | 7776/20000 [9:43:36<10:41:18, 3.15s/it] 39%|███▉ | 7777/20000 [9:43:39<10:10:07, 2.99s/it] 39%|███▉ | 7778/20000 [9:43:41<9:32:09, 2.81s/it] 39%|███▉ | 7779/20000 [9:43:43<8:31:38, 2.51s/it] 39%|███▉ | 7780/20000 [9:43:52<14:36:57, 4.31s/it] 39%|███▉ | 7781/20000 [9:43:58<16:23:36, 4.83s/it] 39%|███▉ | 7782/20000 [9:44:03<16:53:33, 4.98s/it] 39%|███▉ | 7783/20000 [9:44:08<16:49:05, 4.96s/it] 39%|███▉ | 7784/20000 [9:44:13<16:28:59, 4.86s/it] 39%|███▉ | 7785/20000 [9:44:17<16:05:05, 4.74s/it] 39%|███▉ | 7786/20000 [9:44:21<15:32:23, 4.58s/it] 39%|███▉ | 7787/20000 [9:44:25<14:54:37, 4.40s/it] 39%|███▉ | 7788/20000 [9:44:29<14:21:06, 4.23s/it] 39%|███▉ | 7789/20000 [9:44:33<13:49:05, 4.07s/it] 39%|███▉ | 7790/20000 [9:44:36<13:15:02, 3.91s/it] 39%|███▉ | 7791/20000 [9:44:40<12:42:42, 3.75s/it] 39%|███▉ | 7792/20000 [9:44:43<12:13:55, 3.61s/it] 39%|███▉ | 7793/20000 [9:44:46<11:46:25, 3.47s/it] 39%|███▉ | 7794/20000 [9:44:49<11:15:42, 3.32s/it] 39%|███▉ | 7795/20000 [9:44:52<10:45:13, 3.17s/it] 39%|███▉ | 7796/20000 [9:44:54<10:12:41, 3.01s/it] 39%|███▉ | 7797/20000 [9:44:57<9:30:15, 2.80s/it] 39%|███▉ | 7798/20000 [9:44:58<8:22:13, 2.47s/it] 39%|███▉ | 7799/20000 [9:45:04<11:31:45, 3.40s/it] 39%|███▉ | 7800/20000 [9:45:07<10:49:52, 3.20s/it] 39%|███▉ | 7801/20000 [9:45:16<17:09:22, 5.06s/it] 39%|███▉ | 7802/20000 [9:45:22<18:01:51, 5.32s/it] 39%|███▉ | 7803/20000 [9:45:27<17:53:05, 5.28s/it] 39%|███▉ | 7804/20000 [9:45:32<17:25:25, 5.14s/it] 39%|███▉ | 7805/20000 [9:45:37<16:49:52, 4.97s/it] 39%|███▉ | 7806/20000 [9:45:41<16:15:24, 4.80s/it] 39%|███▉ | 7807/20000 [9:45:45<15:31:11, 4.58s/it] 39%|███▉ | 7808/20000 [9:45:49<14:54:44, 4.40s/it] 39%|███▉ | 7809/20000 [9:45:53<14:20:19, 4.23s/it] 39%|███▉ | 7810/20000 [9:45:57<13:46:30, 4.07s/it] 39%|███▉ | 7811/20000 [9:46:00<13:13:09, 3.90s/it] 39%|███▉ | 7812/20000 [9:46:04<12:44:31, 3.76s/it] 39%|███▉ | 7813/20000 [9:46:07<12:14:45, 3.62s/it] 39%|███▉ | 7814/20000 [9:46:10<11:48:00, 3.49s/it] 39%|███▉ | 7815/20000 [9:46:13<11:17:49, 3.34s/it] 39%|███▉ | 7816/20000 [9:46:16<10:48:35, 3.19s/it] 39%|███▉ | 7817/20000 [9:46:19<10:11:58, 3.01s/it] 39%|███▉ | 7818/20000 [9:46:21<9:28:50, 2.80s/it] 39%|███▉ | 7819/20000 [9:46:23<8:26:45, 2.50s/it] 39%|███▉ | 7820/20000 [9:46:31<14:05:36, 4.17s/it] 39%|███▉ | 7821/20000 [9:46:37<15:54:13, 4.70s/it] 39%|███▉ | 7822/20000 [9:46:42<16:27:15, 4.86s/it] 39%|███▉ | 7823/20000 [9:46:47<16:25:28, 4.86s/it] 39%|███▉ | 7824/20000 [9:46:51<16:07:29, 4.77s/it] 39%|███▉ | 7825/20000 [9:46:56<15:37:38, 4.62s/it] 39%|███▉ | 7826/20000 [9:47:00<15:00:36, 4.44s/it] 39%|███▉ | 7827/20000 [9:47:03<14:27:14, 4.27s/it] 39%|███▉ | 7828/20000 [9:47:07<13:55:15, 4.12s/it] 39%|███▉ | 7829/20000 [9:47:11<13:26:22, 3.98s/it] 39%|███▉ | 7830/20000 [9:47:14<12:59:19, 3.84s/it] 39%|███▉ | 7831/20000 [9:47:18<12:32:22, 3.71s/it] 39%|███▉ | 7832/20000 [9:47:21<12:05:41, 3.58s/it] 39%|███▉ | 7833/20000 [9:47:24<11:42:09, 3.46s/it] 39%|███▉ | 7834/20000 [9:47:27<11:10:58, 3.31s/it] 39%|███▉ | 7835/20000 [9:47:30<10:39:07, 3.15s/it] 39%|███▉ | 7836/20000 [9:47:33<10:03:21, 2.98s/it] 39%|███▉ | 7837/20000 [9:47:35<9:22:33, 2.78s/it] 39%|███▉ | 7838/20000 [9:47:37<8:17:39, 2.46s/it] 39%|███▉ | 7839/20000 [9:47:45<14:13:07, 4.21s/it] 39%|███▉ | 7840/20000 [9:47:51<15:52:02, 4.70s/it] 39%|███▉ | 7841/20000 [9:47:56<16:20:01, 4.84s/it] 39%|███▉ | 7842/20000 [9:48:01<16:18:38, 4.83s/it] 39%|███▉ | 7843/20000 [9:48:05<16:00:21, 4.74s/it] 39%|███▉ | 7844/20000 [9:48:10<15:39:26, 4.64s/it] 39%|███▉ | 7845/20000 [9:48:14<15:09:54, 4.49s/it] 39%|███▉ | 7846/20000 [9:48:18<14:45:35, 4.37s/it] 39%|███▉ | 7847/20000 [9:48:22<14:15:22, 4.22s/it] 39%|███▉ | 7848/20000 [9:48:25<13:42:40, 4.06s/it] 39%|███▉ | 7849/20000 [9:48:29<13:11:17, 3.91s/it] 39%|███▉ | 7850/20000 [9:48:32<12:39:24, 3.75s/it] 39%|███▉ | 7851/20000 [9:48:36<12:10:35, 3.61s/it] 39%|███▉ | 7852/20000 [9:48:39<11:42:28, 3.47s/it] 39%|███▉ | 7853/20000 [9:48:42<11:11:38, 3.32s/it] 39%|███▉ | 7854/20000 [9:48:45<10:42:19, 3.17s/it] 39%|███▉ | 7855/20000 [9:48:47<10:10:12, 3.01s/it] 39%|███▉ | 7856/20000 [9:48:50<9:33:59, 2.84s/it] 39%|███▉ | 7857/20000 [9:48:51<8:32:12, 2.53s/it] 39%|███▉ | 7858/20000 [9:49:00<14:08:43, 4.19s/it] 39%|███▉ | 7859/20000 [9:49:06<16:03:33, 4.76s/it] 39%|███▉ | 7860/20000 [9:49:11<16:44:13, 4.96s/it] 39%|███▉ | 7861/20000 [9:49:16<16:46:00, 4.97s/it] 39%|███▉ | 7862/20000 [9:49:21<16:26:43, 4.88s/it] 39%|███▉ | 7863/20000 [9:49:25<15:59:14, 4.74s/it] 39%|███▉ | 7864/20000 [9:49:29<15:25:08, 4.57s/it] 39%|███▉ | 7865/20000 [9:49:33<14:50:56, 4.41s/it] 39%|███▉ | 7866/20000 [9:49:37<14:22:32, 4.27s/it] 39%|███▉ | 7867/20000 [9:49:41<13:58:52, 4.15s/it] 39%|███▉ | 7868/20000 [9:49:45<13:33:52, 4.03s/it] 39%|███▉ | 7869/20000 [9:49:48<13:07:14, 3.89s/it] 39%|███▉ | 7870/20000 [9:49:52<12:38:38, 3.75s/it] 39%|███▉ | 7871/20000 [9:49:55<12:10:16, 3.61s/it] 39%|███▉ | 7872/20000 [9:49:58<11:37:33, 3.45s/it] 39%|███▉ | 7873/20000 [9:50:01<11:05:34, 3.29s/it] 39%|███▉ | 7874/20000 [9:50:04<10:30:22, 3.12s/it] 39%|███▉ | 7875/20000 [9:50:06<9:45:01, 2.89s/it] 39%|███▉ | 7876/20000 [9:50:08<8:38:16, 2.56s/it] 39%|███▉ | 7877/20000 [9:50:13<11:25:20, 3.39s/it] 39%|███▉ | 7878/20000 [9:50:16<10:53:50, 3.24s/it] 39%|███▉ | 7879/20000 [9:50:26<17:04:38, 5.07s/it] 39%|███▉ | 7880/20000 [9:50:32<17:58:29, 5.34s/it] 39%|███▉ | 7881/20000 [9:50:37<17:55:26, 5.32s/it] 39%|███▉ | 7882/20000 [9:50:42<17:30:32, 5.20s/it] 39%|███▉ | 7883/20000 [9:50:46<16:56:12, 5.03s/it] 39%|███▉ | 7884/20000 [9:50:51<16:19:45, 4.85s/it] 39%|███▉ | 7885/20000 [9:50:55<15:40:00, 4.66s/it] 39%|███▉ | 7886/20000 [9:50:59<15:00:17, 4.46s/it] 39%|███▉ | 7887/20000 [9:51:03<14:24:09, 4.28s/it] 39%|███▉ | 7888/20000 [9:51:07<13:50:55, 4.12s/it] 39%|███▉ | 7889/20000 [9:51:10<13:18:52, 3.96s/it] 39%|███▉ | 7890/20000 [9:51:14<12:48:11, 3.81s/it] 39%|███▉ | 7891/20000 [9:51:17<12:18:31, 3.66s/it] 39%|███▉ | 7892/20000 [9:51:20<11:49:33, 3.52s/it] 39%|███▉ | 7893/20000 [9:51:23<11:16:48, 3.35s/it] 39%|███▉ | 7894/20000 [9:51:26<10:42:58, 3.19s/it] 39%|███▉ | 7895/20000 [9:51:29<10:07:40, 3.01s/it] 39%|███▉ | 7896/20000 [9:51:31<9:23:36, 2.79s/it] 39%|███▉ | 7897/20000 [9:51:33<8:21:55, 2.49s/it] 39%|███▉ | 7898/20000 [9:51:41<14:41:08, 4.37s/it] 39%|███▉ | 7899/20000 [9:51:47<16:16:50, 4.84s/it] 40%|███▉ | 7900/20000 [9:51:53<16:42:29, 4.97s/it] 40%|███▉ | 7901/20000 [9:51:57<16:37:55, 4.95s/it] 40%|███▉ | 7902/20000 [9:52:02<16:17:31, 4.85s/it] 40%|███▉ | 7903/20000 [9:52:06<15:49:22, 4.71s/it] 40%|███▉ | 7904/20000 [9:52:11<15:16:06, 4.54s/it] 40%|███▉ | 7905/20000 [9:52:15<14:43:45, 4.38s/it] 40%|███▉ | 7906/20000 [9:52:18<14:11:54, 4.23s/it] 40%|███▉ | 7907/20000 [9:52:22<13:38:49, 4.06s/it] 40%|███▉ | 7908/20000 [9:52:26<13:06:13, 3.90s/it] 40%|███▉ | 7909/20000 [9:52:29<12:35:54, 3.75s/it] 40%|███▉ | 7910/20000 [9:52:32<12:07:04, 3.61s/it] 40%|███▉ | 7911/20000 [9:52:36<11:38:14, 3.47s/it] 40%|███▉ | 7912/20000 [9:52:38<11:06:39, 3.31s/it] 40%|███▉ | 7913/20000 [9:52:41<10:36:38, 3.16s/it] 40%|███▉ | 7914/20000 [9:52:44<10:08:18, 3.02s/it] 40%|███▉ | 7915/20000 [9:52:46<9:31:20, 2.84s/it] 40%|███▉ | 7916/20000 [9:52:48<8:31:09, 2.54s/it] 40%|███▉ | 7917/20000 [9:52:57<14:26:10, 4.30s/it] 40%|███▉ | 7918/20000 [9:53:03<16:10:53, 4.82s/it] 40%|███▉ | 7919/20000 [9:53:08<16:46:47, 5.00s/it] 40%|███▉ | 7920/20000 [9:53:13<17:03:39, 5.08s/it] 40%|███▉ | 7921/20000 [9:53:18<16:33:29, 4.94s/it] 40%|███▉ | 7922/20000 [9:53:22<15:53:03, 4.73s/it] 40%|███▉ | 7923/20000 [9:53:26<15:11:08, 4.53s/it] 40%|███▉ | 7924/20000 [9:53:30<14:33:44, 4.34s/it] 40%|███▉ | 7925/20000 [9:53:34<13:58:18, 4.17s/it] 40%|███▉ | 7926/20000 [9:53:38<13:24:54, 4.00s/it] 40%|███▉ | 7927/20000 [9:53:41<12:51:53, 3.84s/it] 40%|███▉ | 7928/20000 [9:53:44<12:22:24, 3.69s/it] 40%|███▉ | 7929/20000 [9:53:48<11:54:11, 3.55s/it] 40%|███▉ | 7930/20000 [9:53:51<11:25:03, 3.41s/it] 40%|███▉ | 7931/20000 [9:53:54<10:55:26, 3.26s/it] 40%|███▉ | 7932/20000 [9:53:56<10:24:32, 3.11s/it] 40%|███▉ | 7933/20000 [9:53:59<9:52:07, 2.94s/it] 40%|███▉ | 7934/20000 [9:54:01<9:13:48, 2.75s/it] 40%|███▉ | 7935/20000 [9:54:03<8:17:57, 2.48s/it] 40%|███▉ | 7936/20000 [9:54:11<14:00:09, 4.18s/it] 40%|███▉ | 7937/20000 [9:54:17<16:05:57, 4.80s/it] 40%|███▉ | 7938/20000 [9:54:23<16:53:36, 5.04s/it] 40%|███▉ | 7939/20000 [9:54:28<16:54:11, 5.05s/it] 40%|███▉ | 7940/20000 [9:54:33<16:39:31, 4.97s/it] 40%|███▉ | 7941/20000 [9:54:37<16:16:34, 4.86s/it] 40%|███▉ | 7942/20000 [9:54:42<15:28:50, 4.62s/it] 40%|███▉ | 7943/20000 [9:54:45<14:46:51, 4.41s/it] 40%|███▉ | 7944/20000 [9:54:49<14:09:56, 4.23s/it] 40%|███▉ | 7945/20000 [9:54:53<13:35:48, 4.06s/it] 40%|███▉ | 7946/20000 [9:54:56<13:04:02, 3.90s/it] 40%|███▉ | 7947/20000 [9:55:00<12:36:33, 3.77s/it] 40%|███▉ | 7948/20000 [9:55:03<12:08:25, 3.63s/it] 40%|███▉ | 7949/20000 [9:55:06<11:42:19, 3.50s/it] 40%|███▉ | 7950/20000 [9:55:09<11:16:03, 3.37s/it] 40%|███▉ | 7951/20000 [9:55:12<10:47:47, 3.23s/it] 40%|███▉ | 7952/20000 [9:55:15<10:14:21, 3.06s/it] 40%|███▉ | 7953/20000 [9:55:17<9:33:59, 2.86s/it] 40%|███▉ | 7954/20000 [9:55:19<8:24:39, 2.51s/it] 40%|███▉ | 7955/20000 [9:55:24<11:02:56, 3.30s/it] 40%|███▉ | 7956/20000 [9:55:27<10:28:35, 3.13s/it] 40%|███▉ | 7957/20000 [9:55:36<16:38:23, 4.97s/it] 40%|███▉ | 7958/20000 [9:55:42<17:35:23, 5.26s/it] 40%|███▉ | 7959/20000 [9:55:47<17:35:35, 5.26s/it] 40%|███▉ | 7960/20000 [9:55:52<17:09:53, 5.13s/it] 40%|███▉ | 7961/20000 [9:55:57<16:37:18, 4.97s/it] 40%|███▉ | 7962/20000 [9:56:01<15:59:32, 4.78s/it] 40%|███▉ | 7963/20000 [9:56:05<15:20:13, 4.59s/it] 40%|███▉ | 7964/20000 [9:56:09<14:41:20, 4.39s/it] 40%|███▉ | 7965/20000 [9:56:13<14:04:05, 4.21s/it] 40%|███▉ | 7966/20000 [9:56:17<13:31:31, 4.05s/it] 40%|███▉ | 7967/20000 [9:56:20<12:58:56, 3.88s/it] 40%|███▉ | 7968/20000 [9:56:24<12:27:55, 3.73s/it] 40%|███▉ | 7969/20000 [9:56:27<11:59:37, 3.59s/it] 40%|███▉ | 7970/20000 [9:56:30<11:37:15, 3.48s/it] 40%|███▉ | 7971/20000 [9:56:33<11:05:47, 3.32s/it] 40%|███▉ | 7972/20000 [9:56:36<10:34:26, 3.16s/it] 40%|███▉ | 7973/20000 [9:56:39<10:03:18, 3.01s/it] 40%|███▉ | 7974/20000 [9:56:41<9:26:15, 2.83s/it] 40%|███▉ | 7975/20000 [9:56:43<8:24:00, 2.51s/it] 40%|███▉ | 7976/20000 [9:56:50<13:42:07, 4.10s/it] 40%|███▉ | 7977/20000 [9:56:56<15:32:17, 4.65s/it] 40%|███▉ | 7978/20000 [9:57:02<16:05:31, 4.82s/it] 40%|███▉ | 7979/20000 [9:57:06<16:04:58, 4.82s/it] 40%|███▉ | 7980/20000 [9:57:11<15:51:51, 4.75s/it] 40%|███▉ | 7981/20000 [9:57:16<15:38:30, 4.69s/it] 40%|███▉ | 7982/20000 [9:57:20<15:05:33, 4.52s/it] 40%|███▉ | 7983/20000 [9:57:24<14:31:46, 4.35s/it] 40%|███▉ | 7984/20000 [9:57:27<13:59:01, 4.19s/it] 40%|███▉ | 7985/20000 [9:57:31<13:34:57, 4.07s/it] 40%|███▉ | 7986/20000 [9:57:35<13:09:57, 3.95s/it] 40%|███▉ | 7987/20000 [9:57:38<12:43:03, 3.81s/it] 40%|███▉ | 7988/20000 [9:57:42<12:18:09, 3.69s/it] 40%|███▉ | 7989/20000 [9:57:45<11:50:51, 3.55s/it] 40%|███▉ | 7990/20000 [9:57:48<11:21:34, 3.41s/it] 40%|███▉ | 7991/20000 [9:57:51<10:51:18, 3.25s/it] 40%|███▉ | 7992/20000 [9:57:54<10:15:34, 3.08s/it] 40%|███▉ | 7993/20000 [9:57:56<9:32:05, 2.86s/it] 40%|███▉ | 7994/20000 [9:57:58<8:26:27, 2.53s/it] 40%|███▉ | 7995/20000 [9:58:06<14:28:09, 4.34s/it] 40%|███▉ | 7996/20000 [9:58:13<16:46:02, 5.03s/it] 40%|███▉ | 7997/20000 [9:58:19<17:20:34, 5.20s/it] 40%|███▉ | 7998/20000 [9:58:24<17:10:48, 5.15s/it] 40%|███▉ | 7999/20000 [9:58:29<16:52:58, 5.06s/it] 40%|████ | 8000/20000 [9:58:33<16:27:58, 4.94s/it] 40%|████ | 8000/20000 [9:58:33<16:27:58, 4.94s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.08566667139530182, 'eval_wer': 0.07527691626052282, 'eval_runtime': 62.4843, 'eval_samples_per_second': 29.719, 'eval_steps_per_second': 1.248, 'epoch': 96.15} {'loss': 0.0139, 'learning_rate': 0.0003076923076923077, 'epoch': 102.56} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:25, 2.96it/s][A 4%|▍ | 3/78 [00:01<00:35, 2.14it/s][A 5%|▌ | 4/78 [00:01<00:39, 1.85it/s][A 6%|▋ | 5/78 [00:02<00:44, 1.65it/s][A 8%|▊ | 6/78 [00:03<00:49, 1.44it/s][A 9%|▉ | 7/78 [00:04<00:55, 1.29it/s][A 10%|█ | 8/78 [00:05<00:58, 1.19it/s][A 12%|█▏ | 9/78 [00:06<01:00, 1.13it/s][A 13%|█▎ | 10/78 [00:07<00:59, 1.15it/s][A 14%|█▍ | 11/78 [00:08<00:57, 1.17it/s][A 15%|█▌ | 12/78 [00:08<00:53, 1.22it/s][A 17%|█▋ | 13/78 [00:09<00:50, 1.30it/s][A 18%|█▊ | 14/78 [00:10<00:51, 1.25it/s][A 19%|█▉ | 15/78 [00:11<00:52, 1.21it/s][A 21%|██ | 16/78 [00:12<00:53, 1.15it/s][A 22%|██▏ | 17/78 [00:13<00:53, 1.14it/s][A 23%|██▎ | 18/78 [00:14<00:56, 1.06it/s][A 24%|██▍ | 19/78 [00:15<00:54, 1.09it/s][A 26%|██▌ | 20/78 [00:15<00:48, 1.19it/s][A 27%|██▋ | 21/78 [00:16<00:49, 1.15it/s][A 28%|██▊ | 22/78 [00:17<00:46, 1.21it/s][A 29%|██▉ | 23/78 [00:18<00:43, 1.25it/s][A 31%|███ | 24/78 [00:18<00:43, 1.24it/s][A 32%|███▏ | 25/78 [00:19<00:41, 1.29it/s][A 33%|███▎ | 26/78 [00:20<00:39, 1.32it/s][A 35%|███▍ | 27/78 [00:21<00:37, 1.35it/s][A 36%|███▌ | 28/78 [00:21<00:38, 1.30it/s][A 37%|███▋ | 29/78 [00:22<00:35, 1.37it/s][A 38%|███▊ | 30/78 [00:23<00:37, 1.29it/s][A 40%|███▉ | 31/78 [00:24<00:34, 1.36it/s][A 41%|████ | 32/78 [00:24<00:33, 1.39it/s][A 42%|████▏ | 33/78 [00:25<00:31, 1.43it/s][A 44%|████▎ | 34/78 [00:26<00:29, 1.47it/s][A 45%|████▍ | 35/78 [00:26<00:28, 1.51it/s][A 46%|████▌ | 36/78 [00:27<00:27, 1.51it/s][A 47%|████▋ | 37/78 [00:28<00:28, 1.44it/s][A 49%|████▊ | 38/78 [00:28<00:28, 1.41it/s][A 50%|█████ | 39/78 [00:29<00:31, 1.25it/s][A 51%|█████▏ | 40/78 [00:30<00:31, 1.22it/s][A 53%|█████▎ | 41/78 [00:31<00:33, 1.11it/s][A 54%|█████▍ | 42/78 [00:32<00:31, 1.15it/s][A 55%|█████▌ | 43/78 [00:33<00:30, 1.14it/s][A 56%|█████▋ | 44/78 [00:34<00:29, 1.15it/s][A 58%|█████▊ | 45/78 [00:35<00:27, 1.18it/s][A 59%|█████▉ | 46/78 [00:36<00:31, 1.03it/s][A 60%|██████ | 47/78 [00:37<00:27, 1.13it/s][A 62%|██████▏ | 48/78 [00:37<00:24, 1.21it/s][A 63%|██████▎ | 49/78 [00:38<00:22, 1.31it/s][A 64%|██████▍ | 50/78 [00:39<00:21, 1.33it/s][A 65%|██████▌ | 51/78 [00:39<00:19, 1.42it/s][A 67%|██████▋ | 52/78 [00:40<00:18, 1.43it/s][A 68%|██████▊ | 53/78 [00:41<00:17, 1.43it/s][A 69%|██████▉ | 54/78 [00:41<00:17, 1.36it/s][A 71%|███████ | 55/78 [00:42<00:17, 1.32it/s][A 72%|███████▏ | 56/78 [00:43<00:16, 1.31it/s][A 73%|███████▎ | 57/78 [00:44<00:18, 1.11it/s][A 74%|███████▍ | 58/78 [00:45<00:17, 1.12it/s][A 76%|███████▌ | 59/78 [00:46<00:17, 1.10it/s][A 77%|███████▋ | 60/78 [00:47<00:15, 1.16it/s][A 78%|███████▊ | 61/78 [00:48<00:14, 1.19it/s][A 79%|███████▉ | 62/78 [00:48<00:13, 1.21it/s][A 81%|████████ | 63/78 [00:49<00:12, 1.23it/s][A 82%|████████▏ | 64/78 [00:50<00:11, 1.22it/s][A 83%|████████▎ | 65/78 [00:51<00:10, 1.23it/s][A 85%|████████▍ | 66/78 [00:52<00:09, 1.27it/s][A 86%|████████▌ | 67/78 [00:52<00:08, 1.26it/s][A 87%|████████▋ | 68/78 [00:53<00:07, 1.27it/s][A 88%|████████▊ | 69/78 [00:54<00:06, 1.29it/s][A 90%|████████▉ | 70/78 [00:55<00:06, 1.23it/s][A 91%|█████████ | 71/78 [00:55<00:05, 1.29it/s][A 92%|█████████▏| 72/78 [00:56<00:04, 1.30it/s][A 94%|█████████▎| 73/78 [00:57<00:03, 1.28it/s][A 95%|█████████▍| 74/78 [00:58<00:03, 1.27it/s][A 96%|█████████▌| 75/78 [00:59<00:02, 1.28it/s][A 97%|█████████▋| 76/78 [00:59<00:01, 1.27it/s][A 99%|█████████▊| 77/78 [01:00<00:00, 1.32it/s][A 100%|██████████| 78/78 [01:00<00:00, 1.66it/s][A [A 40%|████ | 8000/20000 [9:59:36<16:27:58, 4.94s/it] 100%|██████████| 78/78 [01:02<00:00, 1.66it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-8000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-8000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-8000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-8000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-7500] due to args.save_total_limit 40%|████ | 8001/20000 [9:59:53<91:20:50, 27.41s/it] 40%|████ | 8002/20000 [9:59:57<68:03:57, 20.42s/it] 40%|████ | 8003/20000 [10:00:01<51:38:08, 15.49s/it] 40%|████ | 8004/20000 [10:00:05<39:57:47, 11.99s/it] 40%|████ | 8005/20000 [10:00:09<31:41:41, 9.51s/it] 40%|████ | 8006/20000 [10:00:12<25:48:26, 7.75s/it] 40%|████ | 8007/20000 [10:00:16<21:29:12, 6.45s/it] 40%|████ | 8008/20000 [10:00:19<18:23:17, 5.52s/it] 40%|████ | 8009/20000 [10:00:22<15:59:39, 4.80s/it] 40%|████ | 8010/20000 [10:00:25<14:08:18, 4.25s/it] 40%|████ | 8011/20000 [10:00:28<12:36:00, 3.78s/it] 40%|████ | 8012/20000 [10:00:30<11:16:03, 3.38s/it] 40%|████ | 8013/20000 [10:00:32<9:44:43, 2.93s/it] 40%|████ | 8014/20000 [10:00:41<15:49:33, 4.75s/it] 40%|████ | 8015/20000 [10:00:47<17:10:11, 5.16s/it] 40%|████ | 8016/20000 [10:00:53<17:27:54, 5.25s/it] 40%|████ | 8017/20000 [10:00:58<17:12:10, 5.17s/it] 40%|████ | 8018/20000 [10:01:03<16:51:47, 5.07s/it] 40%|████ | 8019/20000 [10:01:07<16:19:26, 4.90s/it] 40%|████ | 8020/20000 [10:01:11<15:39:36, 4.71s/it] 40%|████ | 8021/20000 [10:01:15<15:01:19, 4.51s/it] 40%|████ | 8022/20000 [10:01:19<14:25:36, 4.34s/it] 40%|████ | 8023/20000 [10:01:23<13:51:50, 4.17s/it] 40%|████ | 8024/20000 [10:01:27<13:20:18, 4.01s/it] 40%|████ | 8025/20000 [10:01:30<12:48:32, 3.85s/it] 40%|████ | 8026/20000 [10:01:34<12:20:01, 3.71s/it] 40%|████ | 8027/20000 [10:01:37<11:51:12, 3.56s/it] 40%|████ | 8028/20000 [10:01:40<11:19:58, 3.41s/it] 40%|████ | 8029/20000 [10:01:43<10:50:18, 3.26s/it] 40%|████ | 8030/20000 [10:01:45<10:16:23, 3.09s/it] 40%|████ | 8031/20000 [10:01:48<9:34:28, 2.88s/it] 40%|████ | 8032/20000 [10:01:50<8:26:07, 2.54s/it] 40%|████ | 8033/20000 [10:01:55<11:29:12, 3.46s/it] 40%|████ | 8034/20000 [10:01:58<10:53:17, 3.28s/it] 40%|████ | 8035/20000 [10:02:08<17:31:12, 5.27s/it] 40%|████ | 8036/20000 [10:02:14<18:30:58, 5.57s/it] 40%|████ | 8037/20000 [10:02:20<18:51:24, 5.67s/it] 40%|████ | 8038/20000 [10:02:25<18:04:49, 5.44s/it] 40%|████ | 8039/20000 [10:02:30<17:16:52, 5.20s/it] 40%|████ | 8040/20000 [10:02:34<16:28:54, 4.96s/it] 40%|████ | 8041/20000 [10:02:38<15:43:32, 4.73s/it] 40%|████ | 8042/20000 [10:02:42<15:02:03, 4.53s/it] 40%|████ | 8043/20000 [10:02:46<14:28:05, 4.36s/it] 40%|████ | 8044/20000 [10:02:50<13:54:45, 4.19s/it] 40%|████ | 8045/20000 [10:02:54<13:26:28, 4.05s/it] 40%|████ | 8046/20000 [10:02:57<12:53:55, 3.88s/it] 40%|████ | 8047/20000 [10:03:01<12:22:44, 3.73s/it] 40%|████ | 8048/20000 [10:03:04<11:54:54, 3.59s/it] 40%|████ | 8049/20000 [10:03:07<11:26:32, 3.45s/it] 40%|████ | 8050/20000 [10:03:10<10:57:39, 3.30s/it] 40%|████ | 8051/20000 [10:03:13<10:26:32, 3.15s/it] 40%|████ | 8052/20000 [10:03:15<9:45:47, 2.94s/it] 40%|████ | 8053/20000 [10:03:17<8:42:47, 2.63s/it] 40%|████ | 8054/20000 [10:03:25<14:11:30, 4.28s/it] 40%|████ | 8055/20000 [10:03:32<16:08:11, 4.86s/it] 40%|████ | 8056/20000 [10:03:37<16:42:44, 5.04s/it] 40%|████ | 8057/20000 [10:03:42<16:43:41, 5.04s/it] 40%|████ | 8058/20000 [10:03:47<16:23:53, 4.94s/it] 40%|████ | 8059/20000 [10:03:51<16:01:11, 4.83s/it] 40%|████ | 8060/20000 [10:03:56<15:33:39, 4.69s/it] 40%|████ | 8061/20000 [10:04:00<14:58:57, 4.52s/it] 40%|████ | 8062/20000 [10:04:04<14:29:41, 4.37s/it] 40%|████ | 8063/20000 [10:04:08<13:57:45, 4.21s/it] 40%|████ | 8064/20000 [10:04:11<13:32:33, 4.08s/it] 40%|████ | 8065/20000 [10:04:15<13:11:32, 3.98s/it] 40%|████ | 8066/20000 [10:04:19<12:44:48, 3.85s/it] 40%|████ | 8067/20000 [10:04:22<12:20:44, 3.72s/it] 40%|████ | 8068/20000 [10:04:25<11:46:39, 3.55s/it] 40%|████ | 8069/20000 [10:04:28<11:10:34, 3.37s/it] 40%|████ | 8070/20000 [10:04:31<10:34:12, 3.19s/it] 40%|████ | 8071/20000 [10:04:33<9:51:11, 2.97s/it] 40%|████ | 8072/20000 [10:04:35<8:42:21, 2.63s/it] 40%|████ | 8073/20000 [10:04:44<14:30:30, 4.38s/it] 40%|████ | 8074/20000 [10:04:50<16:26:57, 4.97s/it] 40%|████ | 8075/20000 [10:04:56<17:06:10, 5.16s/it] 40%|████ | 8076/20000 [10:05:01<17:07:27, 5.17s/it] 40%|████ | 8077/20000 [10:05:06<16:49:50, 5.08s/it] 40%|████ | 8078/20000 [10:05:10<16:26:36, 4.97s/it] 40%|████ | 8079/20000 [10:05:15<15:56:50, 4.82s/it] 40%|████ | 8080/20000 [10:05:19<15:20:26, 4.63s/it] 40%|████ | 8081/20000 [10:05:23<14:41:52, 4.44s/it] 40%|████ | 8082/20000 [10:05:27<14:09:17, 4.28s/it] 40%|████ | 8083/20000 [10:05:31<13:35:35, 4.11s/it] 40%|████ | 8084/20000 [10:05:34<13:04:27, 3.95s/it] 40%|████ | 8085/20000 [10:05:38<12:33:34, 3.79s/it] 40%|████ | 8086/20000 [10:05:41<12:07:13, 3.66s/it] 40%|████ | 8087/20000 [10:05:44<11:33:59, 3.50s/it] 40%|████ | 8088/20000 [10:05:47<11:00:13, 3.33s/it] 40%|████ | 8089/20000 [10:05:50<10:24:47, 3.15s/it] 40%|████ | 8090/20000 [10:05:52<9:41:29, 2.93s/it] 40%|████ | 8091/20000 [10:05:54<8:33:41, 2.59s/it] 40%|████ | 8092/20000 [10:06:03<14:54:08, 4.51s/it] 40%|████ | 8093/20000 [10:06:09<16:15:34, 4.92s/it] 40%|████ | 8094/20000 [10:06:14<16:38:11, 5.03s/it] 40%|████ | 8095/20000 [10:06:19<16:36:24, 5.02s/it] 40%|████ | 8096/20000 [10:06:24<16:11:19, 4.90s/it] 40%|████ | 8097/20000 [10:06:28<15:42:12, 4.75s/it] 40%|████ | 8098/20000 [10:06:32<15:03:58, 4.56s/it] 40%|████ | 8099/20000 [10:06:36<14:28:51, 4.38s/it] 40%|████ | 8100/20000 [10:06:40<13:55:54, 4.21s/it] 41%|████ | 8101/20000 [10:06:44<13:22:37, 4.05s/it] 41%|████ | 8102/20000 [10:06:47<12:52:10, 3.89s/it] 41%|████ | 8103/20000 [10:06:51<12:26:11, 3.76s/it] 41%|████ | 8104/20000 [10:06:54<12:04:46, 3.66s/it] 41%|████ | 8105/20000 [10:06:57<11:38:06, 3.52s/it] 41%|████ | 8106/20000 [10:07:00<11:07:06, 3.37s/it] 41%|████ | 8107/20000 [10:07:03<10:39:24, 3.23s/it] 41%|████ | 8108/20000 [10:07:06<10:06:42, 3.06s/it] 41%|████ | 8109/20000 [10:07:08<9:25:20, 2.85s/it] 41%|████ | 8110/20000 [10:07:10<8:23:31, 2.54s/it] 41%|████ | 8111/20000 [10:07:16<11:18:04, 3.42s/it] 41%|████ | 8112/20000 [10:07:19<10:48:50, 3.27s/it] 41%|████ | 8113/20000 [10:07:28<17:16:51, 5.23s/it] 41%|████ | 8114/20000 [10:07:35<18:17:32, 5.54s/it] 41%|████ | 8115/20000 [10:07:40<18:18:53, 5.55s/it] 41%|████ | 8116/20000 [10:07:45<17:50:52, 5.41s/it] 41%|████ | 8117/20000 [10:07:50<17:10:33, 5.20s/it] 41%|████ | 8118/20000 [10:07:55<16:35:20, 5.03s/it] 41%|████ | 8119/20000 [10:07:59<15:57:16, 4.83s/it] 41%|████ | 8120/20000 [10:08:03<15:17:29, 4.63s/it] 41%|████ | 8121/20000 [10:08:07<14:35:06, 4.42s/it] 41%|████ | 8122/20000 [10:08:11<13:59:28, 4.24s/it] 41%|████ | 8123/20000 [10:08:15<13:23:53, 4.06s/it] 41%|████ | 8124/20000 [10:08:18<12:52:28, 3.90s/it] 41%|████ | 8125/20000 [10:08:21<12:22:32, 3.75s/it] 41%|████ | 8126/20000 [10:08:25<11:57:45, 3.63s/it] 41%|████ | 8127/20000 [10:08:28<11:27:37, 3.47s/it] 41%|████ | 8128/20000 [10:08:31<10:57:10, 3.32s/it] 41%|████ | 8129/20000 [10:08:34<10:21:37, 3.14s/it] 41%|████ | 8130/20000 [10:08:36<9:39:03, 2.93s/it] 41%|████ | 8131/20000 [10:08:38<8:33:04, 2.59s/it] 41%|████ | 8132/20000 [10:08:46<14:28:04, 4.39s/it] 41%|████ | 8133/20000 [10:08:53<16:21:31, 4.96s/it] 41%|████ | 8134/20000 [10:08:58<16:54:55, 5.13s/it] 41%|████ | 8135/20000 [10:09:03<16:50:14, 5.11s/it] 41%|████ | 8136/20000 [10:09:08<16:28:17, 5.00s/it] 41%|████ | 8137/20000 [10:09:13<16:05:44, 4.88s/it] 41%|████ | 8138/20000 [10:09:17<15:33:01, 4.72s/it] 41%|████ | 8139/20000 [10:09:21<14:58:04, 4.54s/it] 41%|████ | 8140/20000 [10:09:25<14:28:00, 4.39s/it] 41%|████ | 8141/20000 [10:09:29<13:56:16, 4.23s/it] 41%|████ | 8142/20000 [10:09:33<13:22:37, 4.06s/it] 41%|████ | 8143/20000 [10:09:36<12:51:40, 3.90s/it] 41%|████ | 8144/20000 [10:09:40<12:21:55, 3.75s/it] 41%|████ | 8145/20000 [10:09:43<11:55:29, 3.62s/it] 41%|████ | 8146/20000 [10:09:46<11:22:17, 3.45s/it] 41%|████ | 8147/20000 [10:09:49<10:52:25, 3.30s/it] 41%|████ | 8148/20000 [10:09:52<10:18:19, 3.13s/it] 41%|████ | 8149/20000 [10:09:54<9:33:59, 2.91s/it] 41%|████ | 8150/20000 [10:09:56<8:30:38, 2.59s/it] 41%|████ | 8151/20000 [10:10:04<13:47:27, 4.19s/it] 41%|████ | 8152/20000 [10:10:10<15:33:26, 4.73s/it] 41%|████ | 8153/20000 [10:10:15<16:12:18, 4.92s/it] 41%|████ | 8154/20000 [10:10:20<16:15:01, 4.94s/it] 41%|████ | 8155/20000 [10:10:25<15:57:31, 4.85s/it] 41%|████ | 8156/20000 [10:10:30<15:54:46, 4.84s/it] 41%|████ | 8157/20000 [10:10:34<15:06:59, 4.60s/it] 41%|████ | 8158/20000 [10:10:38<14:27:13, 4.39s/it] 41%|████ | 8159/20000 [10:10:41<13:50:49, 4.21s/it] 41%|████ | 8160/20000 [10:10:45<13:14:37, 4.03s/it] 41%|████ | 8161/20000 [10:10:48<12:43:26, 3.87s/it] 41%|████ | 8162/20000 [10:10:52<12:14:18, 3.72s/it] 41%|████ | 8163/20000 [10:10:55<11:47:21, 3.59s/it] 41%|████ | 8164/20000 [10:10:58<11:23:46, 3.47s/it] 41%|████ | 8165/20000 [10:11:01<10:54:48, 3.32s/it] 41%|████ | 8166/20000 [10:11:04<10:25:18, 3.17s/it] 41%|████ | 8167/20000 [10:11:07<9:52:26, 3.00s/it] 41%|████ | 8168/20000 [10:11:09<9:13:06, 2.80s/it] 41%|████ | 8169/20000 [10:11:11<8:13:36, 2.50s/it] 41%|████ | 8170/20000 [10:11:20<14:21:08, 4.37s/it] 41%|████ | 8171/20000 [10:11:26<16:02:28, 4.88s/it] 41%|████ | 8172/20000 [10:11:31<16:35:58, 5.05s/it] 41%|████ | 8173/20000 [10:11:36<16:31:37, 5.03s/it] 41%|████ | 8174/20000 [10:11:41<16:17:46, 4.96s/it] 41%|████ | 8175/20000 [10:11:46<15:59:00, 4.87s/it] 41%|████ | 8176/20000 [10:11:50<15:25:22, 4.70s/it] 41%|████ | 8177/20000 [10:11:54<14:54:03, 4.54s/it] 41%|████ | 8178/20000 [10:11:58<14:20:49, 4.37s/it] 41%|████ | 8179/20000 [10:12:02<13:50:53, 4.22s/it] 41%|████ | 8180/20000 [10:12:06<13:23:28, 4.08s/it] 41%|████ | 8181/20000 [10:12:09<12:55:28, 3.94s/it] 41%|████ | 8182/20000 [10:12:13<12:31:46, 3.82s/it] 41%|████ | 8183/20000 [10:12:16<12:07:35, 3.69s/it] 41%|████ | 8184/20000 [10:12:19<11:34:10, 3.52s/it] 41%|████ | 8185/20000 [10:12:22<11:00:31, 3.35s/it] 41%|████ | 8186/20000 [10:12:25<10:26:50, 3.18s/it] 41%|████ | 8187/20000 [10:12:28<9:46:00, 2.98s/it] 41%|████ | 8188/20000 [10:12:29<8:35:27, 2.62s/it] 41%|████ | 8189/20000 [10:12:35<11:21:55, 3.46s/it] 41%|████ | 8190/20000 [10:12:37<10:37:34, 3.24s/it] 41%|████ | 8191/20000 [10:12:47<16:38:28, 5.07s/it] 41%|████ | 8192/20000 [10:12:53<17:32:56, 5.35s/it] 41%|████ | 8193/20000 [10:12:58<17:32:58, 5.35s/it] 41%|████ | 8194/20000 [10:13:03<17:12:21, 5.25s/it] 41%|████ | 8195/20000 [10:13:08<16:37:23, 5.07s/it] 41%|████ | 8196/20000 [10:13:12<16:01:54, 4.89s/it] 41%|████ | 8197/20000 [10:13:17<15:22:44, 4.69s/it] 41%|████ | 8198/20000 [10:13:21<14:47:44, 4.51s/it] 41%|████ | 8199/20000 [10:13:25<14:14:46, 4.35s/it] 41%|████ | 8200/20000 [10:13:28<13:43:42, 4.19s/it] 41%|████ | 8201/20000 [10:13:32<13:10:09, 4.02s/it] 41%|████ | 8202/20000 [10:13:36<12:39:51, 3.86s/it] 41%|████ | 8203/20000 [10:13:39<12:06:45, 3.70s/it] 41%|████ | 8204/20000 [10:13:42<11:36:07, 3.54s/it] 41%|████ | 8205/20000 [10:13:45<11:05:42, 3.39s/it] 41%|████ | 8206/20000 [10:13:48<10:35:21, 3.23s/it] 41%|████ | 8207/20000 [10:13:51<10:01:40, 3.06s/it] 41%|████ | 8208/20000 [10:13:53<9:21:54, 2.86s/it] 41%|████ | 8209/20000 [10:13:55<8:17:07, 2.53s/it] 41%|████ | 8210/20000 [10:14:03<14:18:34, 4.37s/it] 41%|████ | 8211/20000 [10:14:09<15:54:31, 4.86s/it] 41%|████ | 8212/20000 [10:14:15<16:20:39, 4.99s/it] 41%|████ | 8213/20000 [10:14:20<16:14:54, 4.96s/it] 41%|████ | 8214/20000 [10:14:24<15:54:17, 4.86s/it] 41%|████ | 8215/20000 [10:14:29<15:27:17, 4.72s/it] 41%|████ | 8216/20000 [10:14:33<14:51:23, 4.54s/it] 41%|████ | 8217/20000 [10:14:37<14:19:24, 4.38s/it] 41%|████ | 8218/20000 [10:14:41<13:48:00, 4.22s/it] 41%|████ | 8219/20000 [10:14:44<13:18:26, 4.07s/it] 41%|████ | 8220/20000 [10:14:48<12:51:35, 3.93s/it] 41%|████ | 8221/20000 [10:14:51<12:22:43, 3.78s/it] 41%|████ | 8222/20000 [10:14:55<11:53:03, 3.63s/it] 41%|████ | 8223/20000 [10:14:58<11:24:25, 3.49s/it] 41%|████ | 8224/20000 [10:15:01<11:03:53, 3.38s/it] 41%|████ | 8225/20000 [10:15:04<10:38:11, 3.25s/it] 41%|████ | 8226/20000 [10:15:07<10:09:03, 3.10s/it] 41%|████ | 8227/20000 [10:15:09<9:30:18, 2.91s/it] 41%|████ | 8228/20000 [10:15:11<8:27:25, 2.59s/it] 41%|████ | 8229/20000 [10:15:20<14:28:23, 4.43s/it] 41%|████ | 8230/20000 [10:15:26<16:20:31, 5.00s/it] 41%|████ | 8231/20000 [10:15:32<16:56:38, 5.18s/it] 41%|████ | 8232/20000 [10:15:37<16:54:51, 5.17s/it] 41%|████ | 8233/20000 [10:15:42<16:35:32, 5.08s/it] 41%|████ | 8234/20000 [10:15:46<16:13:07, 4.96s/it] 41%|████ | 8235/20000 [10:15:51<15:41:30, 4.80s/it] 41%|████ | 8236/20000 [10:15:55<15:07:35, 4.63s/it] 41%|████ | 8237/20000 [10:15:59<14:32:55, 4.45s/it] 41%|████ | 8238/20000 [10:16:03<14:00:47, 4.29s/it] 41%|████ | 8239/20000 [10:16:07<13:26:50, 4.12s/it] 41%|████ | 8240/20000 [10:16:10<12:57:14, 3.97s/it] 41%|████ | 8241/20000 [10:16:14<12:27:42, 3.82s/it] 41%|████ | 8242/20000 [10:16:17<11:58:16, 3.67s/it] 41%|████ | 8243/20000 [10:16:20<11:22:35, 3.48s/it] 41%|████ | 8244/20000 [10:16:23<10:47:35, 3.31s/it] 41%|████ | 8245/20000 [10:16:26<10:11:35, 3.12s/it] 41%|████ | 8246/20000 [10:16:28<9:28:18, 2.90s/it] 41%|████ | 8247/20000 [10:16:30<8:23:37, 2.57s/it] 41%|████ | 8248/20000 [10:16:38<13:42:38, 4.20s/it] 41%|████ | 8249/20000 [10:16:44<15:28:19, 4.74s/it] 41%|████▏ | 8250/20000 [10:16:49<15:58:53, 4.90s/it] 41%|████▏ | 8251/20000 [10:16:54<15:57:34, 4.89s/it] 41%|████▏ | 8252/20000 [10:16:59<15:42:26, 4.81s/it] 41%|████▏ | 8253/20000 [10:17:03<15:22:33, 4.71s/it] 41%|████▏ | 8254/20000 [10:17:07<14:49:20, 4.54s/it] 41%|████▏ | 8255/20000 [10:17:11<14:21:02, 4.40s/it] 41%|████▏ | 8256/20000 [10:17:15<13:54:18, 4.26s/it] 41%|████▏ | 8257/20000 [10:17:19<13:25:55, 4.12s/it] 41%|████▏ | 8258/20000 [10:17:23<12:52:58, 3.95s/it] 41%|████▏ | 8259/20000 [10:17:26<12:23:09, 3.80s/it] 41%|████▏ | 8260/20000 [10:17:29<11:54:16, 3.65s/it] 41%|████▏ | 8261/20000 [10:17:32<11:27:44, 3.52s/it] 41%|████▏ | 8262/20000 [10:17:35<10:57:49, 3.36s/it] 41%|████▏ | 8263/20000 [10:17:38<10:27:54, 3.21s/it] 41%|████▏ | 8264/20000 [10:17:41<9:55:39, 3.05s/it] 41%|████▏ | 8265/20000 [10:17:43<9:16:02, 2.84s/it] 41%|████▏ | 8266/20000 [10:17:45<8:14:07, 2.53s/it] 41%|████▏ | 8267/20000 [10:17:50<10:49:43, 3.32s/it] 41%|████▏ | 8268/20000 [10:17:53<10:17:39, 3.16s/it] 41%|████▏ | 8269/20000 [10:18:03<16:48:03, 5.16s/it] 41%|████▏ | 8270/20000 [10:18:09<17:49:20, 5.47s/it] 41%|████▏ | 8271/20000 [10:18:15<17:53:36, 5.49s/it] 41%|████▏ | 8272/20000 [10:18:20<17:26:32, 5.35s/it] 41%|████▏ | 8273/20000 [10:18:24<16:49:09, 5.16s/it] 41%|████▏ | 8274/20000 [10:18:29<16:10:44, 4.97s/it] 41%|████▏ | 8275/20000 [10:18:33<15:32:09, 4.77s/it] 41%|████▏ | 8276/20000 [10:18:37<14:54:14, 4.58s/it] 41%|████▏ | 8277/20000 [10:18:41<14:24:48, 4.43s/it] 41%|████▏ | 8278/20000 [10:18:45<13:53:02, 4.26s/it] 41%|████▏ | 8279/20000 [10:18:49<13:21:01, 4.10s/it] 41%|████▏ | 8280/20000 [10:18:53<12:51:00, 3.95s/it] 41%|████▏ | 8281/20000 [10:18:56<12:21:11, 3.79s/it] 41%|████▏ | 8282/20000 [10:18:59<11:54:38, 3.66s/it] 41%|████▏ | 8283/20000 [10:19:03<11:23:21, 3.50s/it] 41%|████▏ | 8284/20000 [10:19:05<10:49:35, 3.33s/it] 41%|████▏ | 8285/20000 [10:19:08<10:16:31, 3.16s/it] 41%|████▏ | 8286/20000 [10:19:11<9:36:15, 2.95s/it] 41%|████▏ | 8287/20000 [10:19:13<8:31:53, 2.62s/it] 41%|████▏ | 8288/20000 [10:19:21<14:12:13, 4.37s/it] 41%|████▏ | 8289/20000 [10:19:27<15:57:07, 4.90s/it] 41%|████▏ | 8290/20000 [10:19:33<16:31:15, 5.08s/it] 41%|████▏ | 8291/20000 [10:19:38<16:33:37, 5.09s/it] 41%|████▏ | 8292/20000 [10:19:43<16:14:56, 5.00s/it] 41%|████▏ | 8293/20000 [10:19:47<16:03:54, 4.94s/it] 41%|████▏ | 8294/20000 [10:19:52<15:27:10, 4.75s/it] 41%|████▏ | 8295/20000 [10:19:56<14:41:21, 4.52s/it] 41%|████▏ | 8296/20000 [10:19:59<14:04:12, 4.33s/it] 41%|████▏ | 8297/20000 [10:20:03<13:27:35, 4.14s/it] 41%|████▏ | 8298/20000 [10:20:07<12:56:59, 3.98s/it] 41%|████▏ | 8299/20000 [10:20:10<12:24:53, 3.82s/it] 42%|████▏ | 8300/20000 [10:20:14<11:59:15, 3.69s/it] 42%|████▏ | 8301/20000 [10:20:17<11:36:35, 3.57s/it] 42%|████▏ | 8302/20000 [10:20:20<11:05:54, 3.42s/it] 42%|████▏ | 8303/20000 [10:20:23<10:35:40, 3.26s/it] 42%|████▏ | 8304/20000 [10:20:26<10:03:11, 3.09s/it] 42%|████▏ | 8305/20000 [10:20:28<9:23:26, 2.89s/it] 42%|████▏ | 8306/20000 [10:20:30<8:20:09, 2.57s/it] 42%|████▏ | 8307/20000 [10:20:38<14:05:13, 4.34s/it] 42%|████▏ | 8308/20000 [10:20:44<15:54:42, 4.90s/it] 42%|████▏ | 8309/20000 [10:20:50<16:35:05, 5.11s/it] 42%|████▏ | 8310/20000 [10:20:55<16:36:31, 5.11s/it] 42%|████▏ | 8311/20000 [10:21:00<16:15:42, 5.01s/it] 42%|████▏ | 8312/20000 [10:21:05<15:55:11, 4.90s/it] 42%|████▏ | 8313/20000 [10:21:09<15:27:01, 4.76s/it] 42%|████▏ | 8314/20000 [10:21:13<14:58:03, 4.61s/it] 42%|████▏ | 8315/20000 [10:21:17<14:19:30, 4.41s/it] 42%|████▏ | 8316/20000 [10:21:21<13:45:38, 4.24s/it] 42%|████▏ | 8317/20000 [10:21:25<13:13:37, 4.08s/it] 42%|████▏ | 8318/20000 [10:21:28<12:42:22, 3.92s/it] 42%|████▏ | 8319/20000 [10:21:32<12:13:54, 3.77s/it] 42%|████▏ | 8320/20000 [10:21:35<11:48:01, 3.64s/it] 42%|████▏ | 8321/20000 [10:21:38<11:21:56, 3.50s/it] 42%|████▏ | 8322/20000 [10:21:41<10:47:06, 3.32s/it] 42%|████▏ | 8323/20000 [10:21:44<10:11:12, 3.14s/it] 42%|████▏ | 8324/20000 [10:21:46<9:26:06, 2.91s/it] 42%|████▏ | 8325/20000 [10:21:48<8:23:44, 2.59s/it] 42%|████▏ | 8326/20000 [10:21:56<13:56:30, 4.30s/it] 42%|████▏ | 8327/20000 [10:22:02<15:34:52, 4.81s/it] 42%|████▏ | 8328/20000 [10:22:08<16:06:31, 4.97s/it] 42%|████▏ | 8329/20000 [10:22:13<16:16:05, 5.02s/it] 42%|████▏ | 8330/20000 [10:22:18<15:59:59, 4.94s/it] 42%|████▏ | 8331/20000 [10:22:22<15:36:22, 4.81s/it] 42%|████▏ | 8332/20000 [10:22:26<14:59:47, 4.63s/it] 42%|████▏ | 8333/20000 [10:22:30<14:26:20, 4.46s/it] 42%|████▏ | 8334/20000 [10:22:34<13:57:09, 4.31s/it] 42%|████▏ | 8335/20000 [10:22:38<13:24:35, 4.14s/it] 42%|████▏ | 8336/20000 [10:22:42<12:55:48, 3.99s/it] 42%|████▏ | 8337/20000 [10:22:45<12:28:16, 3.85s/it] 42%|████▏ | 8338/20000 [10:22:49<11:58:43, 3.70s/it] 42%|████▏ | 8339/20000 [10:22:52<11:32:09, 3.56s/it] 42%|████▏ | 8340/20000 [10:22:55<11:02:27, 3.41s/it] 42%|████▏ | 8341/20000 [10:22:58<10:33:52, 3.26s/it] 42%|████▏ | 8342/20000 [10:23:00<9:57:34, 3.08s/it] 42%|████▏ | 8343/20000 [10:23:03<9:13:55, 2.85s/it] 42%|████▏ | 8344/20000 [10:23:05<8:08:37, 2.52s/it] 42%|████▏ | 8345/20000 [10:23:10<11:00:07, 3.40s/it] 42%|████▏ | 8346/20000 [10:23:13<10:22:15, 3.20s/it] 42%|████▏ | 8347/20000 [10:23:22<16:30:03, 5.10s/it] 42%|████▏ | 8348/20000 [10:23:28<17:23:21, 5.37s/it] 42%|████▏ | 8349/20000 [10:23:34<17:17:15, 5.34s/it] 42%|████▏ | 8350/20000 [10:23:38<16:51:51, 5.21s/it] 42%|████▏ | 8351/20000 [10:23:43<16:14:32, 5.02s/it] 42%|████▏ | 8352/20000 [10:23:47<15:38:28, 4.83s/it] 42%|████▏ | 8353/20000 [10:23:52<14:59:10, 4.63s/it] 42%|████▏ | 8354/20000 [10:23:56<14:24:10, 4.45s/it] 42%|████▏ | 8355/20000 [10:23:59<13:50:44, 4.28s/it] 42%|████▏ | 8356/20000 [10:24:03<13:19:29, 4.12s/it] 42%|████▏ | 8357/20000 [10:24:07<12:50:10, 3.97s/it] 42%|████▏ | 8358/20000 [10:24:10<12:23:18, 3.83s/it] 42%|████▏ | 8359/20000 [10:24:14<11:55:46, 3.69s/it] 42%|████▏ | 8360/20000 [10:24:17<11:31:26, 3.56s/it] 42%|████▏ | 8361/20000 [10:24:20<11:02:50, 3.42s/it] 42%|████▏ | 8362/20000 [10:24:23<10:29:53, 3.25s/it] 42%|████▏ | 8363/20000 [10:24:26<9:55:53, 3.07s/it] 42%|████▏ | 8364/20000 [10:24:28<9:16:17, 2.87s/it] 42%|████▏ | 8365/20000 [10:24:30<8:14:25, 2.55s/it] 42%|████▏ | 8366/20000 [10:24:38<13:33:32, 4.20s/it] 42%|████▏ | 8367/20000 [10:24:44<15:17:42, 4.73s/it] 42%|████▏ | 8368/20000 [10:24:49<15:49:12, 4.90s/it] 42%|████▏ | 8369/20000 [10:24:54<15:48:07, 4.89s/it] 42%|████▏ | 8370/20000 [10:24:59<15:32:42, 4.81s/it] 42%|████▏ | 8371/20000 [10:25:03<15:10:28, 4.70s/it] 42%|████▏ | 8372/20000 [10:25:07<14:36:01, 4.52s/it] 42%|████▏ | 8373/20000 [10:25:11<14:04:25, 4.36s/it] 42%|████▏ | 8374/20000 [10:25:15<13:34:38, 4.20s/it] 42%|████▏ | 8375/20000 [10:25:19<13:03:04, 4.04s/it] 42%|████▏ | 8376/20000 [10:25:22<12:37:05, 3.91s/it] 42%|████▏ | 8377/20000 [10:25:26<12:14:56, 3.79s/it] 42%|████▏ | 8378/20000 [10:25:29<11:51:59, 3.68s/it] 42%|████▏ | 8379/20000 [10:25:32<11:26:32, 3.54s/it] 42%|████▏ | 8380/20000 [10:25:35<10:59:24, 3.40s/it] 42%|████▏ | 8381/20000 [10:25:38<10:28:14, 3.24s/it] 42%|████▏ | 8382/20000 [10:25:41<9:54:33, 3.07s/it] 42%|████▏ | 8383/20000 [10:25:43<9:18:40, 2.89s/it] 42%|████▏ | 8384/20000 [10:25:45<8:17:25, 2.57s/it] 42%|████▏ | 8385/20000 [10:25:54<14:06:50, 4.37s/it] 42%|████▏ | 8386/20000 [10:26:00<15:47:42, 4.90s/it] 42%|████▏ | 8387/20000 [10:26:06<16:24:30, 5.09s/it] 42%|████▏ | 8388/20000 [10:26:11<16:23:47, 5.08s/it] 42%|████▏ | 8389/20000 [10:26:15<16:08:16, 5.00s/it] 42%|████▏ | 8390/20000 [10:26:20<15:45:00, 4.88s/it] 42%|████▏ | 8391/20000 [10:26:24<15:14:27, 4.73s/it] 42%|████▏ | 8392/20000 [10:26:29<14:42:08, 4.56s/it] 42%|████▏ | 8393/20000 [10:26:33<14:11:37, 4.40s/it] 42%|████▏ | 8394/20000 [10:26:36<13:39:58, 4.24s/it] 42%|████▏ | 8395/20000 [10:26:40<13:06:14, 4.06s/it] 42%|████▏ | 8396/20000 [10:26:44<12:42:31, 3.94s/it] 42%|████▏ | 8397/20000 [10:26:47<12:20:22, 3.83s/it] 42%|████▏ | 8398/20000 [10:26:50<11:42:49, 3.63s/it] 42%|████▏ | 8399/20000 [10:26:53<11:05:22, 3.44s/it] 42%|████▏ | 8400/20000 [10:26:56<10:30:20, 3.26s/it] 42%|████▏ | 8401/20000 [10:26:59<9:53:45, 3.07s/it] 42%|████▏ | 8402/20000 [10:27:01<9:09:28, 2.84s/it] 42%|████▏ | 8403/20000 [10:27:03<8:00:03, 2.48s/it] 42%|████▏ | 8404/20000 [10:27:11<13:50:18, 4.30s/it] 42%|████▏ | 8405/20000 [10:27:17<15:28:18, 4.80s/it] 42%|████▏ | 8406/20000 [10:27:23<15:49:28, 4.91s/it] 42%|████▏ | 8407/20000 [10:27:27<15:42:17, 4.88s/it] 42%|████▏ | 8408/20000 [10:27:32<15:22:42, 4.78s/it] 42%|████▏ | 8409/20000 [10:27:36<14:57:29, 4.65s/it] 42%|████▏ | 8410/20000 [10:27:40<14:24:53, 4.48s/it] 42%|████▏ | 8411/20000 [10:27:44<13:55:22, 4.32s/it] 42%|████▏ | 8412/20000 [10:27:48<13:24:20, 4.16s/it] 42%|████▏ | 8413/20000 [10:27:52<12:53:49, 4.01s/it] 42%|████▏ | 8414/20000 [10:27:55<12:24:13, 3.85s/it] 42%|████▏ | 8415/20000 [10:27:59<11:57:47, 3.72s/it] 42%|████▏ | 8416/20000 [10:28:02<11:34:04, 3.60s/it] 42%|████▏ | 8417/20000 [10:28:05<11:09:18, 3.47s/it] 42%|████▏ | 8418/20000 [10:28:08<10:40:52, 3.32s/it] 42%|████▏ | 8419/20000 [10:28:11<10:14:53, 3.19s/it] 42%|████▏ | 8420/20000 [10:28:14<9:45:11, 3.03s/it] 42%|████▏ | 8421/20000 [10:28:16<9:07:37, 2.84s/it] 42%|████▏ | 8422/20000 [10:28:18<8:07:03, 2.52s/it] 42%|████▏ | 8423/20000 [10:28:23<10:33:59, 3.29s/it] 42%|████▏ | 8424/20000 [10:28:26<9:59:58, 3.11s/it] 42%|████▏ | 8425/20000 [10:28:35<15:49:47, 4.92s/it] 42%|████▏ | 8426/20000 [10:28:41<16:39:10, 5.18s/it] 42%|████▏ | 8427/20000 [10:28:46<16:40:02, 5.18s/it] 42%|████▏ | 8428/20000 [10:28:51<16:19:36, 5.08s/it] 42%|████▏ | 8429/20000 [10:28:55<15:48:56, 4.92s/it] 42%|████▏ | 8430/20000 [10:28:59<15:15:59, 4.75s/it] 42%|████▏ | 8431/20000 [10:29:04<14:36:23, 4.55s/it] 42%|████▏ | 8432/20000 [10:29:08<14:04:35, 4.38s/it] 42%|████▏ | 8433/20000 [10:29:11<13:34:05, 4.22s/it] 42%|████▏ | 8434/20000 [10:29:15<13:05:03, 4.07s/it] 42%|████▏ | 8435/20000 [10:29:19<12:35:06, 3.92s/it] 42%|████▏ | 8436/20000 [10:29:22<12:04:37, 3.76s/it] 42%|████▏ | 8437/20000 [10:29:25<11:40:12, 3.63s/it] 42%|████▏ | 8438/20000 [10:29:29<11:21:05, 3.53s/it] 42%|████▏ | 8439/20000 [10:29:32<10:52:43, 3.39s/it] 42%|████▏ | 8440/20000 [10:29:35<10:20:58, 3.22s/it] 42%|████▏ | 8441/20000 [10:29:37<9:47:46, 3.05s/it] 42%|████▏ | 8442/20000 [10:29:40<9:06:41, 2.84s/it] 42%|████▏ | 8443/20000 [10:29:41<7:59:59, 2.49s/it] 42%|████▏ | 8444/20000 [10:29:50<13:40:29, 4.26s/it] 42%|████▏ | 8445/20000 [10:29:56<15:33:32, 4.85s/it] 42%|████▏ | 8446/20000 [10:30:01<16:15:58, 5.07s/it] 42%|████▏ | 8447/20000 [10:30:07<16:19:42, 5.09s/it] 42%|████▏ | 8448/20000 [10:30:11<16:02:01, 5.00s/it] 42%|████▏ | 8449/20000 [10:30:16<15:36:12, 4.86s/it] 42%|████▏ | 8450/20000 [10:30:20<14:59:59, 4.68s/it] 42%|████▏ | 8451/20000 [10:30:24<14:28:36, 4.51s/it] 42%|████▏ | 8452/20000 [10:30:28<13:55:10, 4.34s/it] 42%|████▏ | 8453/20000 [10:30:32<13:24:27, 4.18s/it] 42%|████▏ | 8454/20000 [10:30:36<12:52:37, 4.02s/it] 42%|████▏ | 8455/20000 [10:30:39<12:23:47, 3.87s/it] 42%|████▏ | 8456/20000 [10:30:43<11:55:36, 3.72s/it] 42%|████▏ | 8457/20000 [10:30:46<11:29:53, 3.59s/it] 42%|████▏ | 8458/20000 [10:30:49<11:00:12, 3.43s/it] 42%|████▏ | 8459/20000 [10:30:52<10:28:12, 3.27s/it] 42%|████▏ | 8460/20000 [10:30:54<9:54:32, 3.09s/it] 42%|████▏ | 8461/20000 [10:30:57<9:16:11, 2.89s/it] 42%|████▏ | 8462/20000 [10:30:59<8:08:56, 2.54s/it] 42%|████▏ | 8463/20000 [10:31:07<13:57:17, 4.35s/it] 42%|████▏ | 8464/20000 [10:31:13<15:42:01, 4.90s/it] 42%|████▏ | 8465/20000 [10:31:19<16:11:08, 5.05s/it] 42%|████▏ | 8466/20000 [10:31:24<16:00:17, 5.00s/it] 42%|████▏ | 8467/20000 [10:31:28<15:35:23, 4.87s/it] 42%|████▏ | 8468/20000 [10:31:33<15:05:08, 4.71s/it] 42%|████▏ | 8469/20000 [10:31:37<14:30:24, 4.53s/it] 42%|████▏ | 8470/20000 [10:31:41<13:54:50, 4.34s/it] 42%|████▏ | 8471/20000 [10:31:44<13:24:59, 4.19s/it] 42%|████▏ | 8472/20000 [10:31:48<12:54:48, 4.03s/it] 42%|████▏ | 8473/20000 [10:31:52<12:26:13, 3.88s/it] 42%|████▏ | 8474/20000 [10:31:55<11:56:49, 3.73s/it] 42%|████▏ | 8475/20000 [10:31:58<11:29:16, 3.59s/it] 42%|████▏ | 8476/20000 [10:32:01<11:07:43, 3.48s/it] 42%|████▏ | 8477/20000 [10:32:05<10:47:12, 3.37s/it] 42%|████▏ | 8478/20000 [10:32:08<10:23:07, 3.24s/it] 42%|████▏ | 8479/20000 [10:32:10<9:54:56, 3.10s/it] 42%|████▏ | 8480/20000 [10:32:13<9:20:18, 2.92s/it] 42%|████▏ | 8481/20000 [10:32:15<8:24:16, 2.63s/it] 42%|████▏ | 8482/20000 [10:32:24<14:23:19, 4.50s/it] 42%|████▏ | 8483/20000 [10:32:29<15:44:30, 4.92s/it] 42%|████▏ | 8484/20000 [10:32:35<16:05:47, 5.03s/it] 42%|████▏ | 8485/20000 [10:32:40<15:59:45, 5.00s/it] 42%|████▏ | 8486/20000 [10:32:44<15:42:52, 4.91s/it] 42%|████▏ | 8487/20000 [10:32:49<15:22:45, 4.81s/it] 42%|████▏ | 8488/20000 [10:32:53<14:49:00, 4.63s/it] 42%|████▏ | 8489/20000 [10:32:57<14:18:36, 4.48s/it] 42%|████▏ | 8490/20000 [10:33:01<13:46:55, 4.31s/it] 42%|████▏ | 8491/20000 [10:33:05<13:14:31, 4.14s/it] 42%|████▏ | 8492/20000 [10:33:09<12:42:42, 3.98s/it] 42%|████▏ | 8493/20000 [10:33:12<12:14:59, 3.83s/it] 42%|████▏ | 8494/20000 [10:33:16<11:53:38, 3.72s/it] 42%|████▏ | 8495/20000 [10:33:19<11:27:47, 3.59s/it] 42%|████▏ | 8496/20000 [10:33:22<10:57:12, 3.43s/it] 42%|████▏ | 8497/20000 [10:33:25<10:26:56, 3.27s/it] 42%|████▏ | 8498/20000 [10:33:27<9:53:15, 3.09s/it] 42%|████▏ | 8499/20000 [10:33:30<9:12:36, 2.88s/it] 42%|████▎ | 8500/20000 [10:33:32<8:15:54, 2.59s/it] 42%|████▎ | 8500/20000 [10:33:32<8:15:54, 2.59s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.10782884061336517, 'eval_wer': 0.04811696942844484, 'eval_runtime': 62.9655, 'eval_samples_per_second': 29.492, 'eval_steps_per_second': 1.239, 'epoch': 102.56} {'loss': 0.0107, 'learning_rate': 0.0002948717948717949, 'epoch': 108.97} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:25, 3.00it/s][A 4%|▍ | 3/78 [00:01<00:34, 2.15it/s][A 5%|▌ | 4/78 [00:01<00:39, 1.88it/s][A 6%|▋ | 5/78 [00:02<00:43, 1.69it/s][A 8%|▊ | 6/78 [00:03<00:49, 1.45it/s][A 9%|▉ | 7/78 [00:04<00:54, 1.30it/s][A 10%|█ | 8/78 [00:05<00:58, 1.19it/s][A 12%|█▏ | 9/78 [00:06<00:59, 1.15it/s][A 13%|█▎ | 10/78 [00:07<00:58, 1.17it/s][A 14%|█▍ | 11/78 [00:08<00:56, 1.20it/s][A 15%|█▌ | 12/78 [00:08<00:52, 1.25it/s][A 17%|█▋ | 13/78 [00:09<00:49, 1.32it/s][A 18%|█▊ | 14/78 [00:10<00:50, 1.26it/s][A 19%|█▉ | 15/78 [00:11<00:51, 1.22it/s][A 21%|██ | 16/78 [00:12<00:53, 1.16it/s][A 22%|██▏ | 17/78 [00:12<00:52, 1.16it/s][A 23%|██▎ | 18/78 [00:14<00:55, 1.08it/s][A 24%|██▍ | 19/78 [00:14<00:53, 1.11it/s][A 26%|██▌ | 20/78 [00:15<00:47, 1.21it/s][A 27%|██▋ | 21/78 [00:16<00:48, 1.17it/s][A 28%|██▊ | 22/78 [00:17<00:45, 1.24it/s][A 29%|██▉ | 23/78 [00:17<00:42, 1.29it/s][A 31%|███ | 24/78 [00:18<00:42, 1.26it/s][A 32%|███▏ | 25/78 [00:19<00:40, 1.31it/s][A 33%|███▎ | 26/78 [00:20<00:38, 1.35it/s][A 35%|███▍ | 27/78 [00:20<00:37, 1.36it/s][A 36%|███▌ | 28/78 [00:21<00:37, 1.32it/s][A 37%|███▋ | 29/78 [00:22<00:35, 1.40it/s][A 38%|███▊ | 30/78 [00:23<00:37, 1.30it/s][A 40%|███▉ | 31/78 [00:23<00:34, 1.35it/s][A 41%|████ | 32/78 [00:24<00:33, 1.37it/s][A 42%|████▏ | 33/78 [00:25<00:32, 1.40it/s][A 44%|████▎ | 34/78 [00:25<00:30, 1.43it/s][A 45%|████▍ | 35/78 [00:26<00:29, 1.48it/s][A 46%|████▌ | 36/78 [00:27<00:28, 1.48it/s][A 47%|████▋ | 37/78 [00:27<00:29, 1.41it/s][A 49%|████▊ | 38/78 [00:28<00:29, 1.37it/s][A 50%|█████ | 39/78 [00:29<00:32, 1.21it/s][A 51%|█████▏ | 40/78 [00:30<00:31, 1.19it/s][A 53%|█████▎ | 41/78 [00:31<00:34, 1.08it/s][A 54%|█████▍ | 42/78 [00:32<00:32, 1.11it/s][A 55%|█████▌ | 43/78 [00:33<00:31, 1.10it/s][A 56%|█████▋ | 44/78 [00:34<00:30, 1.11it/s][A 58%|█████▊ | 45/78 [00:35<00:28, 1.15it/s][A 59%|█████▉ | 46/78 [00:36<00:32, 1.00s/it][A 60%|██████ | 47/78 [00:37<00:28, 1.10it/s][A 62%|██████▏ | 48/78 [00:37<00:25, 1.17it/s][A 63%|██████▎ | 49/78 [00:38<00:22, 1.27it/s][A 64%|██████▍ | 50/78 [00:39<00:21, 1.29it/s][A 65%|██████▌ | 51/78 [00:39<00:19, 1.37it/s][A 67%|██████▋ | 52/78 [00:40<00:18, 1.40it/s][A 68%|██████▊ | 53/78 [00:41<00:17, 1.40it/s][A 69%|██████▉ | 54/78 [00:42<00:18, 1.31it/s][A 71%|███████ | 55/78 [00:43<00:18, 1.26it/s][A 72%|███████▏ | 56/78 [00:43<00:17, 1.26it/s][A 73%|███████▎ | 57/78 [00:45<00:19, 1.05it/s][A 74%|███████▍ | 58/78 [00:46<00:18, 1.05it/s][A 76%|███████▌ | 59/78 [00:47<00:18, 1.04it/s][A 77%|███████▋ | 60/78 [00:47<00:16, 1.11it/s][A 78%|███████▊ | 61/78 [00:48<00:14, 1.14it/s][A 79%|███████▉ | 62/78 [00:49<00:13, 1.15it/s][A 81%|████████ | 63/78 [00:50<00:12, 1.17it/s][A 82%|████████▏ | 64/78 [00:51<00:11, 1.17it/s][A 83%|████████▎ | 65/78 [00:52<00:10, 1.18it/s][A 85%|████████▍ | 66/78 [00:52<00:09, 1.22it/s][A 86%|████████▌ | 67/78 [00:53<00:09, 1.22it/s][A 87%|████████▋ | 68/78 [00:54<00:08, 1.22it/s][A 88%|████████▊ | 69/78 [00:55<00:07, 1.25it/s][A 90%|████████▉ | 70/78 [00:56<00:06, 1.19it/s][A 91%|█████████ | 71/78 [00:56<00:05, 1.24it/s][A 92%|█████████▏| 72/78 [00:57<00:04, 1.25it/s][A 94%|█████████▎| 73/78 [00:58<00:04, 1.22it/s][A 95%|█████████▍| 74/78 [00:59<00:03, 1.22it/s][A 96%|█████████▌| 75/78 [01:00<00:02, 1.22it/s][A 97%|█████████▋| 76/78 [01:01<00:01, 1.21it/s][A 99%|█████████▊| 77/78 [01:01<00:00, 1.26it/s][A 100%|██████████| 78/78 [01:01<00:00, 1.59it/s][A [A 42%|████▎ | 8500/20000 [10:34:36<8:15:54, 2.59s/it] 100%|██████████| 78/78 [01:03<00:00, 1.59it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-8500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-8500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-8500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-8500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-8000] due to args.save_total_limit 43%|████▎ | 8501/20000 [10:34:54<84:31:33, 26.46s/it] 43%|████▎ | 8502/20000 [10:34:57<61:51:00, 19.37s/it] 43%|████▎ | 8503/20000 [10:35:06<52:17:58, 16.38s/it] 43%|████▎ | 8504/20000 [10:35:12<42:18:34, 13.25s/it] 43%|████▎ | 8505/20000 [10:35:17<34:44:46, 10.88s/it] 43%|████▎ | 8506/20000 [10:35:22<28:57:02, 9.07s/it] 43%|████▎ | 8507/20000 [10:35:27<24:38:10, 7.72s/it] 43%|████▎ | 8508/20000 [10:35:31<21:27:25, 6.72s/it] 43%|████▎ | 8509/20000 [10:35:35<18:55:29, 5.93s/it] 43%|████▎ | 8510/20000 [10:35:39<17:02:42, 5.34s/it] 43%|████▎ | 8511/20000 [10:35:43<15:36:15, 4.89s/it] 43%|████▎ | 8512/20000 [10:35:47<14:27:56, 4.53s/it] 43%|████▎ | 8513/20000 [10:35:50<13:30:23, 4.23s/it] 43%|████▎ | 8514/20000 [10:35:54<12:41:47, 3.98s/it] 43%|████▎ | 8515/20000 [10:35:57<12:00:49, 3.77s/it] 43%|████▎ | 8516/20000 [10:36:00<11:24:02, 3.57s/it] 43%|████▎ | 8517/20000 [10:36:03<10:50:05, 3.40s/it] 43%|████▎ | 8518/20000 [10:36:06<10:14:23, 3.21s/it] 43%|████▎ | 8519/20000 [10:36:08<9:40:03, 3.03s/it] 43%|████▎ | 8520/20000 [10:36:11<8:58:17, 2.81s/it] 43%|████▎ | 8521/20000 [10:36:12<7:54:30, 2.48s/it] 43%|████▎ | 8522/20000 [10:36:21<13:35:46, 4.26s/it] 43%|████▎ | 8523/20000 [10:36:27<15:22:29, 4.82s/it] 43%|████▎ | 8524/20000 [10:36:33<15:59:07, 5.01s/it] 43%|████▎ | 8525/20000 [10:36:38<15:58:11, 5.01s/it] 43%|████▎ | 8526/20000 [10:36:42<15:40:42, 4.92s/it] 43%|████▎ | 8527/20000 [10:36:47<15:16:05, 4.79s/it] 43%|████▎ | 8528/20000 [10:36:51<14:41:51, 4.61s/it] 43%|████▎ | 8529/20000 [10:36:55<14:13:31, 4.46s/it] 43%|████▎ | 8530/20000 [10:36:59<13:49:41, 4.34s/it] 43%|████▎ | 8531/20000 [10:37:03<13:25:44, 4.22s/it] 43%|████▎ | 8532/20000 [10:37:07<13:01:42, 4.09s/it] 43%|████▎ | 8533/20000 [10:37:10<12:32:27, 3.94s/it] 43%|████▎ | 8534/20000 [10:37:14<12:06:28, 3.80s/it] 43%|████▎ | 8535/20000 [10:37:17<11:41:36, 3.67s/it] 43%|████▎ | 8536/20000 [10:37:20<11:14:59, 3.53s/it] 43%|████▎ | 8537/20000 [10:37:23<10:47:01, 3.39s/it] 43%|████▎ | 8538/20000 [10:37:26<10:13:57, 3.21s/it] 43%|████▎ | 8539/20000 [10:37:29<9:35:38, 3.01s/it] 43%|████▎ | 8540/20000 [10:37:31<8:31:55, 2.68s/it] 43%|████▎ | 8541/20000 [10:37:39<13:57:29, 4.39s/it] 43%|████▎ | 8542/20000 [10:37:45<15:30:08, 4.87s/it] 43%|████▎ | 8543/20000 [10:37:50<15:59:16, 5.02s/it] 43%|████▎ | 8544/20000 [10:37:55<15:55:47, 5.01s/it] 43%|████▎ | 8545/20000 [10:38:00<15:35:43, 4.90s/it] 43%|████▎ | 8546/20000 [10:38:05<15:13:06, 4.78s/it] 43%|████▎ | 8547/20000 [10:38:09<14:43:01, 4.63s/it] 43%|████▎ | 8548/20000 [10:38:13<14:14:00, 4.47s/it] 43%|████▎ | 8549/20000 [10:38:17<13:46:11, 4.33s/it] 43%|████▎ | 8550/20000 [10:38:21<13:15:37, 4.17s/it] 43%|████▎ | 8551/20000 [10:38:24<12:46:00, 4.01s/it] 43%|████▎ | 8552/20000 [10:38:28<12:18:12, 3.87s/it] 43%|████▎ | 8553/20000 [10:38:31<11:49:04, 3.72s/it] 43%|████▎ | 8554/20000 [10:38:35<11:23:46, 3.58s/it] 43%|████▎ | 8555/20000 [10:38:38<10:54:32, 3.43s/it] 43%|████▎ | 8556/20000 [10:38:41<10:23:04, 3.27s/it] 43%|████▎ | 8557/20000 [10:38:43<9:48:47, 3.09s/it] 43%|████▎ | 8558/20000 [10:38:46<9:09:21, 2.88s/it] 43%|████▎ | 8559/20000 [10:38:47<8:06:53, 2.55s/it] 43%|████▎ | 8560/20000 [10:38:56<13:30:26, 4.25s/it] 43%|████▎ | 8561/20000 [10:39:02<15:10:14, 4.77s/it] 43%|████▎ | 8562/20000 [10:39:07<15:41:15, 4.94s/it] 43%|████▎ | 8563/20000 [10:39:12<15:37:09, 4.92s/it] 43%|████▎ | 8564/20000 [10:39:16<15:21:27, 4.83s/it] 43%|████▎ | 8565/20000 [10:39:21<14:56:42, 4.71s/it] 43%|████▎ | 8566/20000 [10:39:25<14:21:00, 4.52s/it] 43%|████▎ | 8567/20000 [10:39:29<13:48:03, 4.35s/it] 43%|████▎ | 8568/20000 [10:39:33<13:17:44, 4.19s/it] 43%|████▎ | 8569/20000 [10:39:36<12:49:45, 4.04s/it] 43%|████▎ | 8570/20000 [10:39:40<12:21:10, 3.89s/it] 43%|████▎ | 8571/20000 [10:39:43<11:53:25, 3.75s/it] 43%|████▎ | 8572/20000 [10:39:47<11:25:45, 3.60s/it] 43%|████▎ | 8573/20000 [10:39:50<11:01:28, 3.47s/it] 43%|████▎ | 8574/20000 [10:39:53<10:32:01, 3.32s/it] 43%|████▎ | 8575/20000 [10:39:56<10:00:57, 3.16s/it] 43%|████▎ | 8576/20000 [10:39:58<9:27:18, 2.98s/it] 43%|████▎ | 8577/20000 [10:40:00<8:47:31, 2.77s/it] 43%|████▎ | 8578/20000 [10:40:02<7:45:23, 2.44s/it] 43%|████▎ | 8579/20000 [10:40:07<10:21:08, 3.26s/it] 43%|████▎ | 8580/20000 [10:40:10<9:49:42, 3.10s/it] 43%|████▎ | 8581/20000 [10:40:20<16:08:35, 5.09s/it] 43%|████▎ | 8582/20000 [10:40:26<16:58:38, 5.35s/it] 43%|████▎ | 8583/20000 [10:40:31<16:57:24, 5.35s/it] 43%|████▎ | 8584/20000 [10:40:36<16:32:56, 5.22s/it] 43%|████▎ | 8585/20000 [10:40:40<15:57:33, 5.03s/it] 43%|████▎ | 8586/20000 [10:40:45<15:19:40, 4.83s/it] 43%|████▎ | 8587/20000 [10:40:49<14:40:08, 4.63s/it] 43%|████▎ | 8588/20000 [10:40:53<14:02:55, 4.43s/it] 43%|████▎ | 8589/20000 [10:40:57<13:28:00, 4.25s/it] 43%|████▎ | 8590/20000 [10:41:00<12:54:44, 4.07s/it] 43%|████▎ | 8591/20000 [10:41:04<12:22:31, 3.90s/it] 43%|████▎ | 8592/20000 [10:41:07<11:53:35, 3.75s/it] 43%|████▎ | 8593/20000 [10:41:11<11:26:03, 3.61s/it] 43%|████▎ | 8594/20000 [10:41:14<11:00:32, 3.47s/it] 43%|████▎ | 8595/20000 [10:41:17<10:30:40, 3.32s/it] 43%|████▎ | 8596/20000 [10:41:20<10:07:01, 3.19s/it] 43%|████▎ | 8597/20000 [10:41:22<9:38:07, 3.04s/it] 43%|████▎ | 8598/20000 [10:41:25<9:01:43, 2.85s/it] 43%|████▎ | 8599/20000 [10:41:27<8:03:21, 2.54s/it] 43%|████▎ | 8600/20000 [10:41:35<14:01:33, 4.43s/it] 43%|████▎ | 8601/20000 [10:41:42<15:39:20, 4.94s/it] 43%|████▎ | 8602/20000 [10:41:47<16:18:18, 5.15s/it] 43%|████▎ | 8603/20000 [10:41:52<16:24:32, 5.18s/it] 43%|████▎ | 8604/20000 [10:41:57<16:09:32, 5.10s/it] 43%|████▎ | 8605/20000 [10:42:02<15:46:38, 4.98s/it] 43%|████▎ | 8606/20000 [10:42:07<15:15:37, 4.82s/it] 43%|████▎ | 8607/20000 [10:42:11<14:43:14, 4.65s/it] 43%|████▎ | 8608/20000 [10:42:15<14:11:16, 4.48s/it] 43%|████▎ | 8609/20000 [10:42:19<13:32:37, 4.28s/it] 43%|████▎ | 8610/20000 [10:42:22<12:57:15, 4.09s/it] 43%|████▎ | 8611/20000 [10:42:26<12:23:02, 3.91s/it] 43%|████▎ | 8612/20000 [10:42:29<11:51:45, 3.75s/it] 43%|████▎ | 8613/20000 [10:42:33<11:30:10, 3.64s/it] 43%|████▎ | 8614/20000 [10:42:36<11:00:55, 3.48s/it] 43%|████▎ | 8615/20000 [10:42:39<10:32:09, 3.33s/it] 43%|████▎ | 8616/20000 [10:42:41<10:00:52, 3.17s/it] 43%|████▎ | 8617/20000 [10:42:44<9:20:05, 2.95s/it] 43%|████▎ | 8618/20000 [10:42:46<8:16:40, 2.62s/it] 43%|████▎ | 8619/20000 [10:42:54<13:35:54, 4.30s/it] 43%|████▎ | 8620/20000 [10:43:00<15:16:30, 4.83s/it] 43%|████▎ | 8621/20000 [10:43:05<15:48:00, 5.00s/it] 43%|████▎ | 8622/20000 [10:43:10<15:49:01, 5.00s/it] 43%|████▎ | 8623/20000 [10:43:15<15:37:07, 4.94s/it] 43%|████▎ | 8624/20000 [10:43:20<15:18:41, 4.85s/it] 43%|████▎ | 8625/20000 [10:43:24<14:42:45, 4.66s/it] 43%|████▎ | 8626/20000 [10:43:28<14:09:33, 4.48s/it] 43%|████▎ | 8627/20000 [10:43:32<13:40:16, 4.33s/it] 43%|████▎ | 8628/20000 [10:43:36<13:14:01, 4.19s/it] 43%|████▎ | 8629/20000 [10:43:40<12:44:07, 4.03s/it] 43%|████▎ | 8630/20000 [10:43:43<12:17:53, 3.89s/it] 43%|████▎ | 8631/20000 [10:43:47<11:50:41, 3.75s/it] 43%|████▎ | 8632/20000 [10:43:50<11:25:03, 3.62s/it] 43%|████▎ | 8633/20000 [10:43:53<10:53:10, 3.45s/it] 43%|████▎ | 8634/20000 [10:43:56<10:22:58, 3.29s/it] 43%|████▎ | 8635/20000 [10:43:59<9:51:33, 3.12s/it] 43%|████▎ | 8636/20000 [10:44:01<9:16:07, 2.94s/it] 43%|████▎ | 8637/20000 [10:44:03<8:15:43, 2.62s/it] 43%|████▎ | 8638/20000 [10:44:11<13:42:14, 4.34s/it] 43%|████▎ | 8639/20000 [10:44:18<15:31:10, 4.92s/it] 43%|████▎ | 8640/20000 [10:44:23<16:08:30, 5.12s/it] 43%|████▎ | 8641/20000 [10:44:28<16:06:19, 5.10s/it] 43%|████▎ | 8642/20000 [10:44:33<15:41:13, 4.97s/it] 43%|████▎ | 8643/20000 [10:44:37<15:09:46, 4.81s/it] 43%|████▎ | 8644/20000 [10:44:42<14:31:53, 4.61s/it] 43%|████▎ | 8645/20000 [10:44:46<13:56:30, 4.42s/it] 43%|████▎ | 8646/20000 [10:44:49<13:23:46, 4.25s/it] 43%|████▎ | 8647/20000 [10:44:53<12:52:45, 4.08s/it] 43%|████▎ | 8648/20000 [10:44:57<12:22:33, 3.92s/it] 43%|████▎ | 8649/20000 [10:45:00<11:54:50, 3.78s/it] 43%|████▎ | 8650/20000 [10:45:03<11:28:02, 3.64s/it] 43%|████▎ | 8651/20000 [10:45:07<11:07:27, 3.53s/it] 43%|████▎ | 8652/20000 [10:45:10<10:45:58, 3.42s/it] 43%|████▎ | 8653/20000 [10:45:13<10:13:32, 3.24s/it] 43%|████▎ | 8654/20000 [10:45:15<9:38:41, 3.06s/it] 43%|████▎ | 8655/20000 [10:45:18<8:57:22, 2.84s/it] 43%|████▎ | 8656/20000 [10:45:19<7:50:20, 2.49s/it] 43%|████▎ | 8657/20000 [10:45:24<10:22:04, 3.29s/it] 43%|████▎ | 8658/20000 [10:45:27<9:50:25, 3.12s/it] 43%|████▎ | 8659/20000 [10:45:37<16:17:03, 5.17s/it] 43%|████▎ | 8660/20000 [10:45:43<16:57:20, 5.38s/it] 43%|████▎ | 8661/20000 [10:45:48<16:53:58, 5.37s/it] 43%|████▎ | 8662/20000 [10:45:53<16:22:22, 5.20s/it] 43%|████▎ | 8663/20000 [10:45:58<15:48:40, 5.02s/it] 43%|████▎ | 8664/20000 [10:46:02<15:09:32, 4.81s/it] 43%|████▎ | 8665/20000 [10:46:06<14:28:07, 4.60s/it] 43%|████▎ | 8666/20000 [10:46:10<13:54:14, 4.42s/it] 43%|████▎ | 8667/20000 [10:46:14<13:22:57, 4.25s/it] 43%|████▎ | 8668/20000 [10:46:18<12:51:21, 4.08s/it] 43%|████▎ | 8669/20000 [10:46:21<12:18:14, 3.91s/it] 43%|████▎ | 8670/20000 [10:46:25<11:47:36, 3.75s/it] 43%|████▎ | 8671/20000 [10:46:28<11:20:30, 3.60s/it] 43%|████▎ | 8672/20000 [10:46:31<10:54:35, 3.47s/it] 43%|████▎ | 8673/20000 [10:46:34<10:25:25, 3.31s/it] 43%|████▎ | 8674/20000 [10:46:37<9:55:05, 3.15s/it] 43%|████▎ | 8675/20000 [10:46:39<9:27:28, 3.01s/it] 43%|████▎ | 8676/20000 [10:46:42<8:48:35, 2.80s/it] 43%|████▎ | 8677/20000 [10:46:43<7:51:28, 2.50s/it] 43%|████▎ | 8678/20000 [10:46:51<12:51:57, 4.09s/it] 43%|████▎ | 8679/20000 [10:46:57<14:37:40, 4.65s/it] 43%|████▎ | 8680/20000 [10:47:03<15:11:56, 4.83s/it] 43%|████▎ | 8681/20000 [10:47:07<15:14:32, 4.85s/it] 43%|████▎ | 8682/20000 [10:47:12<15:01:50, 4.78s/it] 43%|████▎ | 8683/20000 [10:47:16<14:43:16, 4.68s/it] 43%|████▎ | 8684/20000 [10:47:21<14:10:14, 4.51s/it] 43%|████▎ | 8685/20000 [10:47:25<13:38:28, 4.34s/it] 43%|████▎ | 8686/20000 [10:47:28<13:09:27, 4.19s/it] 43%|████▎ | 8687/20000 [10:47:32<12:40:03, 4.03s/it] 43%|████▎ | 8688/20000 [10:47:36<12:10:59, 3.88s/it] 43%|████▎ | 8689/20000 [10:47:39<11:45:02, 3.74s/it] 43%|████▎ | 8690/20000 [10:47:42<11:17:44, 3.60s/it] 43%|████▎ | 8691/20000 [10:47:45<10:51:11, 3.45s/it] 43%|████▎ | 8692/20000 [10:47:48<10:23:07, 3.31s/it] 43%|████▎ | 8693/20000 [10:47:51<9:56:10, 3.16s/it] 43%|████▎ | 8694/20000 [10:47:54<9:27:18, 3.01s/it] 43%|████▎ | 8695/20000 [10:47:56<8:50:25, 2.82s/it] 43%|████▎ | 8696/20000 [10:47:58<7:51:32, 2.50s/it] 43%|████▎ | 8697/20000 [10:48:06<12:59:25, 4.14s/it] 43%|████▎ | 8698/20000 [10:48:12<14:47:06, 4.71s/it] 43%|████▎ | 8699/20000 [10:48:18<15:42:16, 5.00s/it] 44%|████▎ | 8700/20000 [10:48:23<15:50:38, 5.05s/it] 44%|████▎ | 8701/20000 [10:48:27<15:32:11, 4.95s/it] 44%|████▎ | 8702/20000 [10:48:32<15:10:04, 4.83s/it] 44%|████▎ | 8703/20000 [10:48:36<14:36:46, 4.66s/it] 44%|████▎ | 8704/20000 [10:48:40<14:07:28, 4.50s/it] 44%|████▎ | 8705/20000 [10:48:44<13:37:42, 4.34s/it] 44%|████▎ | 8706/20000 [10:48:48<13:05:16, 4.17s/it] 44%|████▎ | 8707/20000 [10:48:52<12:36:14, 4.02s/it] 44%|████▎ | 8708/20000 [10:48:55<12:07:30, 3.87s/it] 44%|████▎ | 8709/20000 [10:48:59<11:40:43, 3.72s/it] 44%|████▎ | 8710/20000 [10:49:02<11:16:45, 3.60s/it] 44%|████▎ | 8711/20000 [10:49:05<10:50:56, 3.46s/it] 44%|████▎ | 8712/20000 [10:49:08<10:22:07, 3.31s/it] 44%|████▎ | 8713/20000 [10:49:11<9:50:14, 3.14s/it] 44%|████▎ | 8714/20000 [10:49:13<9:09:46, 2.92s/it] 44%|████▎ | 8715/20000 [10:49:15<8:06:46, 2.59s/it] 44%|████▎ | 8716/20000 [10:49:24<13:58:51, 4.46s/it] 44%|████▎ | 8717/20000 [10:49:30<15:28:20, 4.94s/it] 44%|████▎ | 8718/20000 [10:49:35<15:52:04, 5.06s/it] 44%|████▎ | 8719/20000 [10:49:40<15:50:22, 5.05s/it] 44%|████▎ | 8720/20000 [10:49:45<15:35:33, 4.98s/it] 44%|████▎ | 8721/20000 [10:49:50<15:32:43, 4.96s/it] 44%|████▎ | 8722/20000 [10:49:55<15:11:24, 4.85s/it] 44%|████▎ | 8723/20000 [10:49:59<14:43:15, 4.70s/it] 44%|████▎ | 8724/20000 [10:50:03<14:16:41, 4.56s/it] 44%|████▎ | 8725/20000 [10:50:07<13:42:39, 4.38s/it] 44%|████▎ | 8726/20000 [10:50:11<13:09:32, 4.20s/it] 44%|████▎ | 8727/20000 [10:50:15<12:41:27, 4.05s/it] 44%|████▎ | 8728/20000 [10:50:18<12:13:18, 3.90s/it] 44%|████▎ | 8729/20000 [10:50:22<11:45:31, 3.76s/it] 44%|████▎ | 8730/20000 [10:50:25<11:12:22, 3.58s/it] 44%|████▎ | 8731/20000 [10:50:28<10:39:02, 3.40s/it] 44%|████▎ | 8732/20000 [10:50:31<10:00:42, 3.20s/it] 44%|████▎ | 8733/20000 [10:50:33<9:17:49, 2.97s/it] 44%|████▎ | 8734/20000 [10:50:35<8:16:06, 2.64s/it] 44%|████▎ | 8735/20000 [10:50:41<11:40:45, 3.73s/it] 44%|████▎ | 8736/20000 [10:50:44<10:53:15, 3.48s/it] 44%|████▎ | 8737/20000 [10:50:54<16:57:13, 5.42s/it] 44%|████▎ | 8738/20000 [10:51:00<17:26:52, 5.58s/it] 44%|████▎ | 8739/20000 [10:51:05<17:01:15, 5.44s/it] 44%|████▎ | 8740/20000 [10:51:10<16:25:06, 5.25s/it] 44%|████▎ | 8741/20000 [10:51:14<15:49:58, 5.06s/it] 44%|████▎ | 8742/20000 [10:51:19<15:13:09, 4.87s/it] 44%|████▎ | 8743/20000 [10:51:23<14:28:53, 4.63s/it] 44%|████▎ | 8744/20000 [10:51:27<13:48:57, 4.42s/it] 44%|████▎ | 8745/20000 [10:51:31<13:15:26, 4.24s/it] 44%|████▎ | 8746/20000 [10:51:34<12:42:25, 4.06s/it] 44%|████▎ | 8747/20000 [10:51:38<12:12:43, 3.91s/it] 44%|████▎ | 8748/20000 [10:51:41<11:43:56, 3.75s/it] 44%|████▎ | 8749/20000 [10:51:45<11:19:23, 3.62s/it] 44%|████▍ | 8750/20000 [10:51:48<10:54:56, 3.49s/it] 44%|████▍ | 8751/20000 [10:51:51<10:25:26, 3.34s/it] 44%|████▍ | 8752/20000 [10:51:54<9:56:18, 3.18s/it] 44%|████▍ | 8753/20000 [10:51:56<9:25:00, 3.01s/it] 44%|████▍ | 8754/20000 [10:51:59<8:49:12, 2.82s/it] 44%|████▍ | 8755/20000 [10:52:00<7:52:37, 2.52s/it] 44%|████▍ | 8756/20000 [10:52:09<13:19:49, 4.27s/it] 44%|████▍ | 8757/20000 [10:52:15<15:01:11, 4.81s/it] 44%|████▍ | 8758/20000 [10:52:20<15:30:33, 4.97s/it] 44%|████▍ | 8759/20000 [10:52:25<15:24:05, 4.93s/it] 44%|████▍ | 8760/20000 [10:52:30<15:07:04, 4.84s/it] 44%|████▍ | 8761/20000 [10:52:34<14:44:14, 4.72s/it] 44%|████▍ | 8762/20000 [10:52:38<14:09:07, 4.53s/it] 44%|████▍ | 8763/20000 [10:52:42<13:40:12, 4.38s/it] 44%|████▍ | 8764/20000 [10:52:46<13:16:22, 4.25s/it] 44%|████▍ | 8765/20000 [10:52:50<12:53:18, 4.13s/it] 44%|████▍ | 8766/20000 [10:52:54<12:25:26, 3.98s/it] 44%|████▍ | 8767/20000 [10:52:57<11:59:26, 3.84s/it] 44%|████▍ | 8768/20000 [10:53:01<11:31:53, 3.70s/it] 44%|████▍ | 8769/20000 [10:53:04<11:07:45, 3.57s/it] 44%|████▍ | 8770/20000 [10:53:07<10:40:06, 3.42s/it] 44%|████▍ | 8771/20000 [10:53:10<10:13:15, 3.28s/it] 44%|████▍ | 8772/20000 [10:53:13<9:40:57, 3.10s/it] 44%|████▍ | 8773/20000 [10:53:15<9:04:13, 2.91s/it] 44%|████▍ | 8774/20000 [10:53:17<8:01:10, 2.57s/it] 44%|████▍ | 8775/20000 [10:53:25<13:12:31, 4.24s/it] 44%|████▍ | 8776/20000 [10:53:31<14:44:22, 4.73s/it] 44%|████▍ | 8777/20000 [10:53:36<15:12:21, 4.88s/it] 44%|████▍ | 8778/20000 [10:53:41<15:10:02, 4.87s/it] 44%|████▍ | 8779/20000 [10:53:45<14:55:39, 4.79s/it] 44%|████▍ | 8780/20000 [10:53:50<14:33:36, 4.67s/it] 44%|████▍ | 8781/20000 [10:53:54<14:00:41, 4.50s/it] 44%|████▍ | 8782/20000 [10:53:58<13:32:24, 4.35s/it] 44%|████▍ | 8783/20000 [10:54:02<13:04:18, 4.20s/it] 44%|████▍ | 8784/20000 [10:54:05<12:34:36, 4.04s/it] 44%|████▍ | 8785/20000 [10:54:09<12:06:06, 3.88s/it] 44%|████▍ | 8786/20000 [10:54:12<11:40:26, 3.75s/it] 44%|████▍ | 8787/20000 [10:54:16<11:15:46, 3.62s/it] 44%|████▍ | 8788/20000 [10:54:19<10:53:12, 3.50s/it] 44%|████▍ | 8789/20000 [10:54:22<10:29:15, 3.37s/it] 44%|████▍ | 8790/20000 [10:54:25<10:02:27, 3.22s/it] 44%|████▍ | 8791/20000 [10:54:28<9:32:48, 3.07s/it] 44%|████▍ | 8792/20000 [10:54:30<8:52:36, 2.85s/it] 44%|████▍ | 8793/20000 [10:54:32<7:48:58, 2.51s/it] 44%|████▍ | 8794/20000 [10:54:40<13:19:23, 4.28s/it] 44%|████▍ | 8795/20000 [10:54:46<15:10:50, 4.88s/it] 44%|████▍ | 8796/20000 [10:54:52<15:49:58, 5.09s/it] 44%|████▍ | 8797/20000 [10:54:57<15:49:37, 5.09s/it] 44%|████▍ | 8798/20000 [10:55:02<15:41:25, 5.04s/it] 44%|████▍ | 8799/20000 [10:55:07<15:23:28, 4.95s/it] 44%|████▍ | 8800/20000 [10:55:11<14:43:45, 4.73s/it] 44%|████▍ | 8801/20000 [10:55:15<14:05:42, 4.53s/it] 44%|████▍ | 8802/20000 [10:55:19<13:32:17, 4.35s/it] 44%|████▍ | 8803/20000 [10:55:23<12:57:27, 4.17s/it] 44%|████▍ | 8804/20000 [10:55:26<12:21:33, 3.97s/it] 44%|████▍ | 8805/20000 [10:55:30<11:51:11, 3.81s/it] 44%|████▍ | 8806/20000 [10:55:33<11:21:58, 3.66s/it] 44%|████▍ | 8807/20000 [10:55:36<10:54:57, 3.51s/it] 44%|████▍ | 8808/20000 [10:55:39<10:25:51, 3.36s/it] 44%|████▍ | 8809/20000 [10:55:42<9:55:19, 3.19s/it] 44%|████▍ | 8810/20000 [10:55:44<9:24:17, 3.03s/it] 44%|████▍ | 8811/20000 [10:55:47<8:48:16, 2.83s/it] 44%|████▍ | 8812/20000 [10:55:49<7:50:52, 2.53s/it] 44%|████▍ | 8813/20000 [10:55:55<11:12:04, 3.60s/it] 44%|████▍ | 8814/20000 [10:55:58<10:33:42, 3.40s/it] 44%|████▍ | 8815/20000 [10:56:07<16:08:38, 5.20s/it] 44%|████▍ | 8816/20000 [10:56:13<16:49:04, 5.41s/it] 44%|████▍ | 8817/20000 [10:56:18<16:50:58, 5.42s/it] 44%|████▍ | 8818/20000 [10:56:23<16:24:21, 5.28s/it] 44%|████▍ | 8819/20000 [10:56:28<15:48:35, 5.09s/it] 44%|████▍ | 8820/20000 [10:56:33<15:14:11, 4.91s/it] 44%|████▍ | 8821/20000 [10:56:37<14:32:47, 4.68s/it] 44%|████▍ | 8822/20000 [10:56:41<13:59:08, 4.50s/it] 44%|████▍ | 8823/20000 [10:56:45<13:20:41, 4.30s/it] 44%|████▍ | 8824/20000 [10:56:48<12:47:13, 4.12s/it] 44%|████▍ | 8825/20000 [10:56:52<12:14:14, 3.94s/it] 44%|████▍ | 8826/20000 [10:56:55<11:45:26, 3.79s/it] 44%|████▍ | 8827/20000 [10:56:59<11:21:29, 3.66s/it] 44%|████▍ | 8828/20000 [10:57:02<10:59:39, 3.54s/it] 44%|████▍ | 8829/20000 [10:57:05<10:32:28, 3.40s/it] 44%|████▍ | 8830/20000 [10:57:08<10:05:11, 3.25s/it] 44%|████▍ | 8831/20000 [10:57:11<9:35:46, 3.09s/it] 44%|████▍ | 8832/20000 [10:57:13<8:59:55, 2.90s/it] 44%|████▍ | 8833/20000 [10:57:15<8:01:05, 2.58s/it] 44%|████▍ | 8834/20000 [10:57:23<13:37:00, 4.39s/it] 44%|████▍ | 8835/20000 [10:57:30<15:14:22, 4.91s/it] 44%|████▍ | 8836/20000 [10:57:35<15:44:35, 5.08s/it] 44%|████▍ | 8837/20000 [10:57:40<15:41:38, 5.06s/it] 44%|████▍ | 8838/20000 [10:57:45<15:25:15, 4.97s/it] 44%|████▍ | 8839/20000 [10:57:49<15:00:31, 4.84s/it] 44%|████▍ | 8840/20000 [10:57:54<14:28:19, 4.67s/it] 44%|████▍ | 8841/20000 [10:57:58<13:59:10, 4.51s/it] 44%|████▍ | 8842/20000 [10:58:02<13:30:25, 4.36s/it] 44%|████▍ | 8843/20000 [10:58:06<12:56:30, 4.18s/it] 44%|████▍ | 8844/20000 [10:58:09<12:28:47, 4.03s/it] 44%|████▍ | 8845/20000 [10:58:13<12:01:36, 3.88s/it] 44%|████▍ | 8846/20000 [10:58:16<11:31:57, 3.72s/it] 44%|████▍ | 8847/20000 [10:58:19<11:01:28, 3.56s/it] 44%|████▍ | 8848/20000 [10:58:22<10:30:43, 3.39s/it] 44%|████▍ | 8849/20000 [10:58:25<10:01:02, 3.23s/it] 44%|████▍ | 8850/20000 [10:58:28<9:27:02, 3.05s/it] 44%|████▍ | 8851/20000 [10:58:30<8:49:01, 2.85s/it] 44%|████▍ | 8852/20000 [10:58:32<7:56:44, 2.57s/it] 44%|████▍ | 8853/20000 [10:58:41<13:28:14, 4.35s/it] 44%|████▍ | 8854/20000 [10:58:46<14:50:56, 4.80s/it] 44%|████▍ | 8855/20000 [10:58:52<15:16:14, 4.93s/it] 44%|████▍ | 8856/20000 [10:58:56<15:09:41, 4.90s/it] 44%|████▍ | 8857/20000 [10:59:01<14:49:11, 4.79s/it] 44%|████▍ | 8858/20000 [10:59:05<14:23:49, 4.65s/it] 44%|████▍ | 8859/20000 [10:59:09<13:50:48, 4.47s/it] 44%|████▍ | 8860/20000 [10:59:13<13:22:38, 4.32s/it] 44%|████▍ | 8861/20000 [10:59:17<12:54:39, 4.17s/it] 44%|████▍ | 8862/20000 [10:59:21<12:27:28, 4.03s/it] 44%|████▍ | 8863/20000 [10:59:24<11:57:10, 3.86s/it] 44%|████▍ | 8864/20000 [10:59:28<11:30:35, 3.72s/it] 44%|████▍ | 8865/20000 [10:59:31<11:04:18, 3.58s/it] 44%|████▍ | 8866/20000 [10:59:34<10:39:22, 3.45s/it] 44%|████▍ | 8867/20000 [10:59:37<10:11:49, 3.30s/it] 44%|████▍ | 8868/20000 [10:59:40<9:43:49, 3.15s/it] 44%|████▍ | 8869/20000 [10:59:42<9:10:29, 2.97s/it] 44%|████▍ | 8870/20000 [10:59:45<8:31:50, 2.76s/it] 44%|████▍ | 8871/20000 [10:59:46<7:32:27, 2.44s/it] 44%|████▍ | 8872/20000 [10:59:55<12:50:37, 4.16s/it] 44%|████▍ | 8873/20000 [11:00:01<14:36:41, 4.73s/it] 44%|████▍ | 8874/20000 [11:00:06<15:07:24, 4.89s/it] 44%|████▍ | 8875/20000 [11:00:11<15:05:58, 4.89s/it] 44%|████▍ | 8876/20000 [11:00:15<14:54:21, 4.82s/it] 44%|████▍ | 8877/20000 [11:00:20<14:33:06, 4.71s/it] 44%|████▍ | 8878/20000 [11:00:24<14:00:02, 4.53s/it] 44%|████▍ | 8879/20000 [11:00:28<13:27:34, 4.36s/it] 44%|████▍ | 8880/20000 [11:00:32<12:55:31, 4.18s/it] 44%|████▍ | 8881/20000 [11:00:35<12:23:54, 4.01s/it] 44%|████▍ | 8882/20000 [11:00:39<11:54:56, 3.86s/it] 44%|████▍ | 8883/20000 [11:00:42<11:26:02, 3.70s/it] 44%|████▍ | 8884/20000 [11:00:45<11:00:08, 3.56s/it] 44%|████▍ | 8885/20000 [11:00:49<10:36:39, 3.44s/it] 44%|████▍ | 8886/20000 [11:00:51<10:08:14, 3.28s/it] 44%|████▍ | 8887/20000 [11:00:54<9:37:13, 3.12s/it] 44%|████▍ | 8888/20000 [11:00:57<9:05:56, 2.95s/it] 44%|████▍ | 8889/20000 [11:00:59<8:27:43, 2.74s/it] 44%|████▍ | 8890/20000 [11:01:01<7:22:10, 2.39s/it] 44%|████▍ | 8891/20000 [11:01:06<10:03:40, 3.26s/it] 44%|████▍ | 8892/20000 [11:01:09<9:33:18, 3.10s/it] 44%|████▍ | 8893/20000 [11:01:18<15:16:55, 4.95s/it] 44%|████▍ | 8894/20000 [11:01:24<16:01:24, 5.19s/it] 44%|████▍ | 8895/20000 [11:01:29<15:59:26, 5.18s/it] 44%|████▍ | 8896/20000 [11:01:34<15:38:12, 5.07s/it] 44%|████▍ | 8897/20000 [11:01:38<15:11:42, 4.93s/it] 44%|████▍ | 8898/20000 [11:01:43<14:38:10, 4.75s/it] 44%|████▍ | 8899/20000 [11:01:47<13:58:49, 4.53s/it] 44%|████▍ | 8900/20000 [11:01:51<13:25:11, 4.35s/it] 45%|████▍ | 8901/20000 [11:01:54<12:54:57, 4.19s/it] 45%|████▍ | 8902/20000 [11:01:58<12:25:22, 4.03s/it] 45%|████▍ | 8903/20000 [11:02:01<11:56:19, 3.87s/it] 45%|████▍ | 8904/20000 [11:02:05<11:32:34, 3.74s/it] 45%|████▍ | 8905/20000 [11:02:08<11:10:27, 3.63s/it] 45%|████▍ | 8906/20000 [11:02:12<10:50:53, 3.52s/it] 45%|████▍ | 8907/20000 [11:02:15<10:24:49, 3.38s/it] 45%|████▍ | 8908/20000 [11:02:18<9:58:34, 3.24s/it] 45%|████▍ | 8909/20000 [11:02:20<9:28:42, 3.08s/it] 45%|████▍ | 8910/20000 [11:02:23<8:52:39, 2.88s/it] 45%|████▍ | 8911/20000 [11:02:24<7:51:50, 2.55s/it] 45%|████▍ | 8912/20000 [11:02:33<13:45:33, 4.47s/it] 45%|████▍ | 8913/20000 [11:02:39<15:15:38, 4.96s/it] 45%|████▍ | 8914/20000 [11:02:45<15:37:32, 5.07s/it] 45%|████▍ | 8915/20000 [11:02:50<15:29:02, 5.03s/it] 45%|████▍ | 8916/20000 [11:02:54<15:07:43, 4.91s/it] 45%|████▍ | 8917/20000 [11:02:59<14:43:03, 4.78s/it] 45%|████▍ | 8918/20000 [11:03:03<14:10:53, 4.61s/it] 45%|████▍ | 8919/20000 [11:03:07<13:38:19, 4.43s/it] 45%|████▍ | 8920/20000 [11:03:11<13:06:57, 4.26s/it] 45%|████▍ | 8921/20000 [11:03:15<12:37:33, 4.10s/it] 45%|████▍ | 8922/20000 [11:03:18<12:08:23, 3.95s/it] 45%|████▍ | 8923/20000 [11:03:22<11:38:39, 3.78s/it] 45%|████▍ | 8924/20000 [11:03:25<11:10:45, 3.63s/it] 45%|████▍ | 8925/20000 [11:03:28<10:47:10, 3.51s/it] 45%|████▍ | 8926/20000 [11:03:31<10:15:30, 3.33s/it] 45%|████▍ | 8927/20000 [11:03:34<9:45:14, 3.17s/it] 45%|████▍ | 8928/20000 [11:03:36<9:13:21, 3.00s/it] 45%|████▍ | 8929/20000 [11:03:39<8:33:36, 2.78s/it] 45%|████▍ | 8930/20000 [11:03:40<7:31:02, 2.44s/it] 45%|████▍ | 8931/20000 [11:03:49<12:59:17, 4.22s/it] 45%|████▍ | 8932/20000 [11:03:55<14:57:18, 4.86s/it] 45%|████▍ | 8933/20000 [11:04:01<15:38:03, 5.09s/it] 45%|████▍ | 8934/20000 [11:04:06<15:39:46, 5.10s/it] 45%|████▍ | 8935/20000 [11:04:11<15:25:45, 5.02s/it] 45%|████▍ | 8936/20000 [11:04:15<15:01:49, 4.89s/it] 45%|████▍ | 8937/20000 [11:04:20<14:26:55, 4.70s/it] 45%|████▍ | 8938/20000 [11:04:24<13:55:04, 4.53s/it] 45%|████▍ | 8939/20000 [11:04:28<13:22:04, 4.35s/it] 45%|████▍ | 8940/20000 [11:04:31<12:52:29, 4.19s/it] 45%|████▍ | 8941/20000 [11:04:35<12:15:28, 3.99s/it] 45%|████▍ | 8942/20000 [11:04:39<11:58:50, 3.90s/it] 45%|████▍ | 8943/20000 [11:04:42<11:22:39, 3.70s/it] 45%|████▍ | 8944/20000 [11:04:45<10:50:28, 3.53s/it] 45%|████▍ | 8945/20000 [11:04:48<10:15:57, 3.34s/it] 45%|████▍ | 8946/20000 [11:04:51<9:43:40, 3.17s/it] 45%|████▍ | 8947/20000 [11:04:53<9:10:07, 2.99s/it] 45%|████▍ | 8948/20000 [11:04:56<8:33:14, 2.79s/it] 45%|████▍ | 8949/20000 [11:04:57<7:35:07, 2.47s/it] 45%|████▍ | 8950/20000 [11:05:05<12:35:48, 4.10s/it] 45%|████▍ | 8951/20000 [11:05:11<14:17:59, 4.66s/it] 45%|████▍ | 8952/20000 [11:05:16<14:51:25, 4.84s/it] 45%|████▍ | 8953/20000 [11:05:21<14:50:05, 4.83s/it] 45%|████▍ | 8954/20000 [11:05:26<14:39:21, 4.78s/it] 45%|████▍ | 8955/20000 [11:05:30<14:14:06, 4.64s/it] 45%|████▍ | 8956/20000 [11:05:34<13:41:49, 4.46s/it] 45%|████▍ | 8957/20000 [11:05:38<13:12:32, 4.31s/it] 45%|████▍ | 8958/20000 [11:05:42<12:46:22, 4.16s/it] 45%|████▍ | 8959/20000 [11:05:46<12:19:47, 4.02s/it] 45%|████▍ | 8960/20000 [11:05:49<11:50:37, 3.86s/it] 45%|████▍ | 8961/20000 [11:05:53<11:21:16, 3.70s/it] 45%|████▍ | 8962/20000 [11:05:56<10:55:10, 3.56s/it] 45%|████▍ | 8963/20000 [11:05:59<10:30:17, 3.43s/it] 45%|████▍ | 8964/20000 [11:06:02<10:02:51, 3.28s/it] 45%|████▍ | 8965/20000 [11:06:05<9:37:02, 3.14s/it] 45%|████▍ | 8966/20000 [11:06:07<9:07:28, 2.98s/it] 45%|████▍ | 8967/20000 [11:06:10<8:34:46, 2.80s/it] 45%|████▍ | 8968/20000 [11:06:11<7:40:26, 2.50s/it] 45%|████▍ | 8969/20000 [11:06:16<9:48:42, 3.20s/it] 45%|████▍ | 8970/20000 [11:06:19<9:17:00, 3.03s/it] 45%|████▍ | 8971/20000 [11:06:28<15:08:25, 4.94s/it] 45%|████▍ | 8972/20000 [11:06:34<16:07:35, 5.26s/it] 45%|████▍ | 8973/20000 [11:06:40<16:05:46, 5.25s/it] 45%|████▍ | 8974/20000 [11:06:44<15:41:56, 5.13s/it] 45%|████▍ | 8975/20000 [11:06:49<15:13:17, 4.97s/it] 45%|████▍ | 8976/20000 [11:06:53<14:41:16, 4.80s/it] 45%|████▍ | 8977/20000 [11:06:58<14:06:40, 4.61s/it] 45%|████▍ | 8978/20000 [11:07:01<13:31:43, 4.42s/it] 45%|████▍ | 8979/20000 [11:07:05<12:59:32, 4.24s/it] 45%|████▍ | 8980/20000 [11:07:09<12:27:38, 4.07s/it] 45%|████▍ | 8981/20000 [11:07:13<12:02:13, 3.93s/it] 45%|████▍ | 8982/20000 [11:07:16<11:35:15, 3.79s/it] 45%|████▍ | 8983/20000 [11:07:19<11:09:04, 3.64s/it] 45%|████▍ | 8984/20000 [11:07:23<10:43:07, 3.50s/it] 45%|████▍ | 8985/20000 [11:07:25<10:12:47, 3.34s/it] 45%|████▍ | 8986/20000 [11:07:28<9:42:46, 3.17s/it] 45%|████▍ | 8987/20000 [11:07:31<9:09:06, 2.99s/it] 45%|████▍ | 8988/20000 [11:07:33<8:31:58, 2.79s/it] 45%|████▍ | 8989/20000 [11:07:35<7:34:00, 2.47s/it] 45%|████▍ | 8990/20000 [11:07:43<13:01:25, 4.26s/it] 45%|████▍ | 8991/20000 [11:07:49<14:28:39, 4.73s/it] 45%|████▍ | 8992/20000 [11:07:54<14:55:38, 4.88s/it] 45%|████▍ | 8993/20000 [11:07:59<14:51:11, 4.86s/it] 45%|████▍ | 8994/20000 [11:08:04<14:33:12, 4.76s/it] 45%|████▍ | 8995/20000 [11:08:08<14:08:06, 4.62s/it] 45%|████▍ | 8996/20000 [11:08:12<13:39:23, 4.47s/it] 45%|████▍ | 8997/20000 [11:08:16<13:12:08, 4.32s/it] 45%|████▍ | 8998/20000 [11:08:20<12:45:39, 4.18s/it] 45%|████▍ | 8999/20000 [11:08:24<12:15:58, 4.01s/it] 45%|████▌ | 9000/20000 [11:08:27<11:47:40, 3.86s/it] 45%|████▌ | 9000/20000 [11:08:27<11:47:40, 3.86s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09546608477830887, 'eval_wer': 0.06827647319450598, 'eval_runtime': 64.1669, 'eval_samples_per_second': 28.94, 'eval_steps_per_second': 1.216, 'epoch': 108.97} {'loss': 0.0096, 'learning_rate': 0.0002820769230769231, 'epoch': 115.38} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:24, 3.11it/s][A 4%|▍ | 3/78 [00:01<00:33, 2.24it/s][A 5%|▌ | 4/78 [00:01<00:37, 1.95it/s][A 6%|▋ | 5/78 [00:02<00:41, 1.74it/s][A 8%|▊ | 6/78 [00:03<00:47, 1.51it/s][A 9%|▉ | 7/78 [00:04<00:52, 1.35it/s][A 10%|█ | 8/78 [00:05<00:56, 1.24it/s][A 12%|█▏ | 9/78 [00:06<00:57, 1.19it/s][A 13%|█▎ | 10/78 [00:06<00:56, 1.21it/s][A 14%|█▍ | 11/78 [00:07<00:53, 1.24it/s][A 15%|█▌ | 12/78 [00:08<00:51, 1.29it/s][A 17%|█▋ | 13/78 [00:09<00:47, 1.37it/s][A 18%|█▊ | 14/78 [00:09<00:48, 1.32it/s][A 19%|█▉ | 15/78 [00:10<00:49, 1.27it/s][A 21%|██ | 16/78 [00:11<00:51, 1.21it/s][A 22%|██▏ | 17/78 [00:12<00:50, 1.21it/s][A 23%|██▎ | 18/78 [00:13<00:53, 1.11it/s][A 24%|██▍ | 19/78 [00:14<00:52, 1.13it/s][A 26%|██▌ | 20/78 [00:15<00:47, 1.23it/s][A 27%|██▋ | 21/78 [00:15<00:48, 1.18it/s][A 28%|██▊ | 22/78 [00:16<00:45, 1.24it/s][A 29%|██▉ | 23/78 [00:17<00:43, 1.28it/s][A 31%|███ | 24/78 [00:18<00:42, 1.26it/s][A 32%|███▏ | 25/78 [00:18<00:40, 1.31it/s][A 33%|███▎ | 26/78 [00:19<00:38, 1.33it/s][A 35%|███▍ | 27/78 [00:20<00:37, 1.35it/s][A 36%|███▌ | 28/78 [00:21<00:38, 1.31it/s][A 37%|███▋ | 29/78 [00:21<00:35, 1.38it/s][A 38%|███▊ | 30/78 [00:22<00:37, 1.29it/s][A 40%|███▉ | 31/78 [00:23<00:35, 1.34it/s][A 41%|████ | 32/78 [00:24<00:34, 1.35it/s][A 42%|████▏ | 33/78 [00:24<00:32, 1.37it/s][A 44%|████▎ | 34/78 [00:25<00:31, 1.42it/s][A 45%|████▍ | 35/78 [00:26<00:29, 1.46it/s][A 46%|████▌ | 36/78 [00:26<00:28, 1.46it/s][A 47%|████▋ | 37/78 [00:27<00:29, 1.39it/s][A 49%|████▊ | 38/78 [00:28<00:29, 1.35it/s][A 50%|█████ | 39/78 [00:29<00:32, 1.20it/s][A 51%|█████▏ | 40/78 [00:30<00:32, 1.17it/s][A 53%|█████▎ | 41/78 [00:31<00:34, 1.06it/s][A 54%|█████▍ | 42/78 [00:32<00:32, 1.11it/s][A 55%|█████▌ | 43/78 [00:33<00:31, 1.10it/s][A 56%|█████▋ | 44/78 [00:34<00:30, 1.10it/s][A 58%|█████▊ | 45/78 [00:34<00:28, 1.14it/s][A 59%|█████▉ | 46/78 [00:36<00:32, 1.01s/it][A 60%|██████ | 47/78 [00:36<00:28, 1.09it/s][A 62%|██████▏ | 48/78 [00:37<00:25, 1.16it/s][A 63%|██████▎ | 49/78 [00:38<00:22, 1.27it/s][A 64%|██████▍ | 50/78 [00:39<00:21, 1.29it/s][A 65%|██████▌ | 51/78 [00:39<00:19, 1.37it/s][A 67%|██████▋ | 52/78 [00:40<00:18, 1.39it/s][A 68%|██████▊ | 53/78 [00:41<00:17, 1.41it/s][A 69%|██████▉ | 54/78 [00:41<00:18, 1.33it/s][A 71%|███████ | 55/78 [00:42<00:17, 1.29it/s][A 72%|███████▏ | 56/78 [00:43<00:17, 1.28it/s][A 73%|███████▎ | 57/78 [00:44<00:19, 1.07it/s][A 74%|███████▍ | 58/78 [00:45<00:18, 1.09it/s][A 76%|███████▌ | 59/78 [00:46<00:17, 1.06it/s][A 77%|███████▋ | 60/78 [00:47<00:16, 1.12it/s][A 78%|███████▊ | 61/78 [00:48<00:14, 1.15it/s][A 79%|███████▉ | 62/78 [00:49<00:13, 1.16it/s][A 81%|████████ | 63/78 [00:49<00:12, 1.17it/s][A 82%|████████▏ | 64/78 [00:50<00:11, 1.17it/s][A 83%|████████▎ | 65/78 [00:51<00:10, 1.18it/s][A 85%|████████▍ | 66/78 [00:52<00:09, 1.22it/s][A 86%|████████▌ | 67/78 [00:53<00:09, 1.21it/s][A 87%|████████▋ | 68/78 [00:54<00:08, 1.21it/s][A 88%|████████▊ | 69/78 [00:54<00:07, 1.23it/s][A 90%|████████▉ | 70/78 [00:55<00:06, 1.18it/s][A 91%|█████████ | 71/78 [00:56<00:05, 1.23it/s][A 92%|█████████▏| 72/78 [00:57<00:04, 1.25it/s][A 94%|█████████▎| 73/78 [00:58<00:04, 1.22it/s][A 95%|█████████▍| 74/78 [00:58<00:03, 1.22it/s][A 96%|█████████▌| 75/78 [00:59<00:02, 1.23it/s][A 97%|█████████▋| 76/78 [01:00<00:01, 1.22it/s][A 99%|█████████▊| 77/78 [01:01<00:00, 1.28it/s][A 100%|██████████| 78/78 [01:01<00:00, 1.60it/s][A [A 45%|████▌ | 9000/20000 [11:09:31<11:47:40, 3.86s/it] 100%|██████████| 78/78 [01:03<00:00, 1.60it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-9000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-9000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-9000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-9000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-8500] due to args.save_total_limit 45%|████▌ | 9001/20000 [11:09:47<81:47:55, 26.77s/it] 45%|████▌ | 9002/20000 [11:09:51<60:13:53, 19.72s/it] 45%|████▌ | 9003/20000 [11:09:54<45:04:37, 14.76s/it] 45%|████▌ | 9004/20000 [11:09:57<34:15:33, 11.22s/it] 45%|████▌ | 9005/20000 [11:10:00<26:36:55, 8.71s/it] 45%|████▌ | 9006/20000 [11:10:02<21:08:24, 6.92s/it] 45%|████▌ | 9007/20000 [11:10:05<17:02:27, 5.58s/it] 45%|████▌ | 9008/20000 [11:10:07<13:34:17, 4.44s/it] 45%|████▌ | 9009/20000 [11:10:15<16:51:23, 5.52s/it] 45%|████▌ | 9010/20000 [11:10:21<17:26:21, 5.71s/it] 45%|████▌ | 9011/20000 [11:10:26<17:10:59, 5.63s/it] 45%|████▌ | 9012/20000 [11:10:31<16:38:39, 5.45s/it] 45%|████▌ | 9013/20000 [11:10:36<15:58:11, 5.23s/it] 45%|████▌ | 9014/20000 [11:10:41<15:20:53, 5.03s/it] 45%|████▌ | 9015/20000 [11:10:45<14:37:29, 4.79s/it] 45%|████▌ | 9016/20000 [11:10:49<14:03:56, 4.61s/it] 45%|████▌ | 9017/20000 [11:10:53<13:33:37, 4.44s/it] 45%|████▌ | 9018/20000 [11:10:57<13:04:36, 4.29s/it] 45%|████▌ | 9019/20000 [11:11:01<12:37:51, 4.14s/it] 45%|████▌ | 9020/20000 [11:11:04<12:05:58, 3.97s/it] 45%|████▌ | 9021/20000 [11:11:08<11:26:42, 3.75s/it] 45%|████▌ | 9022/20000 [11:11:11<10:52:51, 3.57s/it] 45%|████▌ | 9023/20000 [11:11:14<10:22:29, 3.40s/it] 45%|████▌ | 9024/20000 [11:11:17<9:53:34, 3.24s/it] 45%|████▌ | 9025/20000 [11:11:19<9:23:08, 3.08s/it] 45%|████▌ | 9026/20000 [11:11:22<8:45:25, 2.87s/it] 45%|████▌ | 9027/20000 [11:11:23<7:48:03, 2.56s/it] 45%|████▌ | 9028/20000 [11:11:32<13:17:24, 4.36s/it] 45%|████▌ | 9029/20000 [11:11:38<14:53:38, 4.89s/it] 45%|████▌ | 9030/20000 [11:11:44<15:25:15, 5.06s/it] 45%|████▌ | 9031/20000 [11:11:49<15:25:29, 5.06s/it] 45%|████▌ | 9032/20000 [11:11:53<15:06:30, 4.96s/it] 45%|████▌ | 9033/20000 [11:11:58<14:40:55, 4.82s/it] 45%|████▌ | 9034/20000 [11:12:02<14:10:51, 4.66s/it] 45%|████▌ | 9035/20000 [11:12:06<13:41:37, 4.50s/it] 45%|████▌ | 9036/20000 [11:12:10<13:13:06, 4.34s/it] 45%|████▌ | 9037/20000 [11:12:14<12:42:42, 4.17s/it] 45%|████▌ | 9038/20000 [11:12:18<12:14:53, 4.02s/it] 45%|████▌ | 9039/20000 [11:12:21<11:45:51, 3.86s/it] 45%|████▌ | 9040/20000 [11:12:25<11:17:29, 3.71s/it] 45%|████▌ | 9041/20000 [11:12:28<10:53:05, 3.58s/it] 45%|████▌ | 9042/20000 [11:12:31<10:23:08, 3.41s/it] 45%|████▌ | 9043/20000 [11:12:34<9:54:52, 3.26s/it] 45%|████▌ | 9044/20000 [11:12:36<9:21:53, 3.08s/it] 45%|████▌ | 9045/20000 [11:12:39<8:44:11, 2.87s/it] 45%|████▌ | 9046/20000 [11:12:41<7:43:05, 2.54s/it] 45%|████▌ | 9047/20000 [11:12:47<10:50:36, 3.56s/it] 45%|████▌ | 9048/20000 [11:12:49<10:10:24, 3.34s/it] 45%|████▌ | 9049/20000 [11:12:59<15:57:51, 5.25s/it] 45%|████▌ | 9050/20000 [11:13:05<16:42:15, 5.49s/it] 45%|████▌ | 9051/20000 [11:13:11<16:38:39, 5.47s/it] 45%|████▌ | 9052/20000 [11:13:15<16:09:37, 5.31s/it] 45%|████▌ | 9053/20000 [11:13:20<15:31:46, 5.11s/it] 45%|████▌ | 9054/20000 [11:13:25<14:53:23, 4.90s/it] 45%|████▌ | 9055/20000 [11:13:29<14:16:16, 4.69s/it] 45%|████▌ | 9056/20000 [11:13:33<13:43:35, 4.52s/it] 45%|████▌ | 9057/20000 [11:13:37<13:10:51, 4.34s/it] 45%|████▌ | 9058/20000 [11:13:41<12:55:49, 4.25s/it] 45%|████▌ | 9059/20000 [11:13:44<12:19:33, 4.06s/it] 45%|████▌ | 9060/20000 [11:13:48<11:47:36, 3.88s/it] 45%|████▌ | 9061/20000 [11:13:51<11:20:10, 3.73s/it] 45%|████▌ | 9062/20000 [11:13:55<10:55:23, 3.60s/it] 45%|████▌ | 9063/20000 [11:13:58<10:25:56, 3.43s/it] 45%|████▌ | 9064/20000 [11:14:01<9:57:33, 3.28s/it] 45%|████▌ | 9065/20000 [11:14:03<9:25:06, 3.10s/it] 45%|████▌ | 9066/20000 [11:14:06<8:47:38, 2.90s/it] 45%|████▌ | 9067/20000 [11:14:07<7:50:14, 2.58s/it] 45%|████▌ | 9068/20000 [11:14:16<13:07:34, 4.32s/it] 45%|████▌ | 9069/20000 [11:14:22<15:00:31, 4.94s/it] 45%|████▌ | 9070/20000 [11:14:28<15:33:59, 5.13s/it] 45%|████▌ | 9071/20000 [11:14:33<15:38:00, 5.15s/it] 45%|████▌ | 9072/20000 [11:14:38<15:26:56, 5.09s/it] 45%|████▌ | 9073/20000 [11:14:43<15:03:53, 4.96s/it] 45%|████▌ | 9074/20000 [11:14:47<14:34:13, 4.80s/it] 45%|████▌ | 9075/20000 [11:14:51<14:00:22, 4.62s/it] 45%|████▌ | 9076/20000 [11:14:55<13:29:20, 4.45s/it] 45%|████▌ | 9077/20000 [11:14:59<12:54:31, 4.25s/it] 45%|████▌ | 9078/20000 [11:15:03<12:20:25, 4.07s/it] 45%|████▌ | 9079/20000 [11:15:06<11:47:04, 3.88s/it] 45%|████▌ | 9080/20000 [11:15:10<11:24:39, 3.76s/it] 45%|████▌ | 9081/20000 [11:15:13<10:58:40, 3.62s/it] 45%|████▌ | 9082/20000 [11:15:16<10:30:35, 3.47s/it] 45%|████▌ | 9083/20000 [11:15:19<10:00:44, 3.30s/it] 45%|████▌ | 9084/20000 [11:15:22<9:28:49, 3.13s/it] 45%|████▌ | 9085/20000 [11:15:24<8:48:33, 2.91s/it] 45%|████▌ | 9086/20000 [11:15:26<7:48:09, 2.57s/it] 45%|████▌ | 9087/20000 [11:15:35<13:27:49, 4.44s/it] 45%|████▌ | 9088/20000 [11:15:41<14:58:16, 4.94s/it] 45%|████▌ | 9089/20000 [11:15:46<15:27:40, 5.10s/it] 45%|████▌ | 9090/20000 [11:15:51<15:24:16, 5.08s/it] 45%|████▌ | 9091/20000 [11:15:56<15:04:06, 4.97s/it] 45%|████▌ | 9092/20000 [11:16:01<14:38:44, 4.83s/it] 45%|████▌ | 9093/20000 [11:16:05<14:07:29, 4.66s/it] 45%|████▌ | 9094/20000 [11:16:09<13:36:04, 4.49s/it] 45%|████▌ | 9095/20000 [11:16:13<13:05:39, 4.32s/it] 45%|████▌ | 9096/20000 [11:16:17<12:33:16, 4.14s/it] 45%|████▌ | 9097/20000 [11:16:20<12:04:54, 3.99s/it] 45%|████▌ | 9098/20000 [11:16:24<11:35:38, 3.83s/it] 45%|████▌ | 9099/20000 [11:16:27<11:11:58, 3.70s/it] 46%|████▌ | 9100/20000 [11:16:30<10:46:14, 3.56s/it] 46%|████▌ | 9101/20000 [11:16:33<10:19:25, 3.41s/it] 46%|████▌ | 9102/20000 [11:16:36<9:51:40, 3.26s/it] 46%|████▌ | 9103/20000 [11:16:39<9:23:29, 3.10s/it] 46%|████▌ | 9104/20000 [11:16:41<8:49:56, 2.92s/it] 46%|████▌ | 9105/20000 [11:16:43<7:51:17, 2.60s/it] 46%|████▌ | 9106/20000 [11:16:52<13:52:09, 4.58s/it] 46%|████▌ | 9107/20000 [11:16:59<15:31:38, 5.13s/it] 46%|████▌ | 9108/20000 [11:17:05<15:57:09, 5.27s/it] 46%|████▌ | 9109/20000 [11:17:10<15:51:43, 5.24s/it] 46%|████▌ | 9110/20000 [11:17:15<15:34:11, 5.15s/it] 46%|████▌ | 9111/20000 [11:17:19<15:09:38, 5.01s/it] 46%|████▌ | 9112/20000 [11:17:24<14:37:51, 4.84s/it] 46%|████▌ | 9113/20000 [11:17:28<14:02:21, 4.64s/it] 46%|████▌ | 9114/20000 [11:17:32<13:33:19, 4.48s/it] 46%|████▌ | 9115/20000 [11:17:36<13:03:31, 4.32s/it] 46%|████▌ | 9116/20000 [11:17:40<12:36:48, 4.17s/it] 46%|████▌ | 9117/20000 [11:17:43<12:08:56, 4.02s/it] 46%|████▌ | 9118/20000 [11:17:47<11:42:47, 3.87s/it] 46%|████▌ | 9119/20000 [11:17:50<11:15:42, 3.73s/it] 46%|████▌ | 9120/20000 [11:17:54<10:45:03, 3.56s/it] 46%|████▌ | 9121/20000 [11:17:57<10:15:45, 3.40s/it] 46%|████▌ | 9122/20000 [11:17:59<9:39:25, 3.20s/it] 46%|████▌ | 9123/20000 [11:18:02<9:00:56, 2.98s/it] 46%|████▌ | 9124/20000 [11:18:04<8:01:36, 2.66s/it] 46%|████▌ | 9125/20000 [11:18:09<10:42:10, 3.54s/it] 46%|████▌ | 9126/20000 [11:18:12<10:17:36, 3.41s/it] 46%|████▌ | 9127/20000 [11:18:23<16:25:25, 5.44s/it] 46%|████▌ | 9128/20000 [11:18:29<17:12:19, 5.70s/it] 46%|████▌ | 9129/20000 [11:18:35<17:15:14, 5.71s/it] 46%|████▌ | 9130/20000 [11:18:40<16:49:52, 5.57s/it] 46%|████▌ | 9131/20000 [11:18:45<16:13:20, 5.37s/it] 46%|████▌ | 9132/20000 [11:18:49<15:39:13, 5.19s/it] 46%|████▌ | 9133/20000 [11:18:54<14:59:12, 4.96s/it] 46%|████▌ | 9134/20000 [11:18:58<14:19:58, 4.75s/it] 46%|████▌ | 9135/20000 [11:19:02<13:43:37, 4.55s/it] 46%|████▌ | 9136/20000 [11:19:06<13:08:24, 4.35s/it] 46%|████▌ | 9137/20000 [11:19:10<12:36:48, 4.18s/it] 46%|████▌ | 9138/20000 [11:19:14<12:07:39, 4.02s/it] 46%|████▌ | 9139/20000 [11:19:17<11:39:13, 3.86s/it] 46%|████▌ | 9140/20000 [11:19:20<11:14:16, 3.73s/it] 46%|████▌ | 9141/20000 [11:19:24<10:47:18, 3.58s/it] 46%|████▌ | 9142/20000 [11:19:27<10:20:33, 3.43s/it] 46%|████▌ | 9143/20000 [11:19:30<9:47:02, 3.24s/it] 46%|████▌ | 9144/20000 [11:19:32<9:10:16, 3.04s/it] 46%|████▌ | 9145/20000 [11:19:34<8:08:06, 2.70s/it] 46%|████▌ | 9146/20000 [11:19:43<13:37:03, 4.52s/it] 46%|████▌ | 9147/20000 [11:19:49<15:17:23, 5.07s/it] 46%|████▌ | 9148/20000 [11:19:55<15:48:50, 5.25s/it] 46%|████▌ | 9149/20000 [11:20:00<15:43:49, 5.22s/it] 46%|████▌ | 9150/20000 [11:20:05<15:27:16, 5.13s/it] 46%|████▌ | 9151/20000 [11:20:10<15:02:54, 4.99s/it] 46%|████▌ | 9152/20000 [11:20:14<14:32:25, 4.83s/it] 46%|████▌ | 9153/20000 [11:20:18<14:03:04, 4.66s/it] 46%|████▌ | 9154/20000 [11:20:22<13:33:35, 4.50s/it] 46%|████▌ | 9155/20000 [11:20:26<13:04:03, 4.34s/it] 46%|████▌ | 9156/20000 [11:20:31<12:50:34, 4.26s/it] 46%|████▌ | 9157/20000 [11:20:34<12:24:04, 4.12s/it] 46%|████▌ | 9158/20000 [11:20:38<11:47:46, 3.92s/it] 46%|████▌ | 9159/20000 [11:20:41<11:15:16, 3.74s/it] 46%|████▌ | 9160/20000 [11:20:44<10:40:18, 3.54s/it] 46%|████▌ | 9161/20000 [11:20:47<10:05:03, 3.35s/it] 46%|████▌ | 9162/20000 [11:20:50<9:28:08, 3.15s/it] 46%|████▌ | 9163/20000 [11:20:52<8:48:18, 2.93s/it] 46%|████▌ | 9164/20000 [11:20:54<7:50:20, 2.60s/it] 46%|████▌ | 9165/20000 [11:21:03<13:24:42, 4.46s/it] 46%|████▌ | 9166/20000 [11:21:09<14:53:33, 4.95s/it] 46%|████▌ | 9167/20000 [11:21:14<15:21:03, 5.10s/it] 46%|████▌ | 9168/20000 [11:21:19<15:11:15, 5.05s/it] 46%|████▌ | 9169/20000 [11:21:24<14:41:27, 4.88s/it] 46%|████▌ | 9170/20000 [11:21:28<14:13:31, 4.73s/it] 46%|████▌ | 9171/20000 [11:21:32<13:42:53, 4.56s/it] 46%|████▌ | 9172/20000 [11:21:36<13:14:19, 4.40s/it] 46%|████▌ | 9173/20000 [11:21:40<12:45:29, 4.24s/it] 46%|████▌ | 9174/20000 [11:21:44<12:22:55, 4.12s/it] 46%|████▌ | 9175/20000 [11:21:48<11:55:52, 3.97s/it] 46%|████▌ | 9176/20000 [11:21:51<11:30:31, 3.83s/it] 46%|████▌ | 9177/20000 [11:21:54<11:05:35, 3.69s/it] 46%|████▌ | 9178/20000 [11:21:58<10:42:59, 3.56s/it] 46%|████▌ | 9179/20000 [11:22:01<10:12:51, 3.40s/it] 46%|████▌ | 9180/20000 [11:22:04<9:44:18, 3.24s/it] 46%|████▌ | 9181/20000 [11:22:06<9:11:20, 3.06s/it] 46%|████▌ | 9182/20000 [11:22:09<8:32:48, 2.84s/it] 46%|████▌ | 9183/20000 [11:22:10<7:32:20, 2.51s/it] 46%|████▌ | 9184/20000 [11:22:19<13:05:43, 4.36s/it] 46%|████▌ | 9185/20000 [11:22:25<14:47:59, 4.93s/it] 46%|████▌ | 9186/20000 [11:22:31<15:15:46, 5.08s/it] 46%|████▌ | 9187/20000 [11:22:36<15:11:12, 5.06s/it] 46%|████▌ | 9188/20000 [11:22:41<14:57:46, 4.98s/it] 46%|████▌ | 9189/20000 [11:22:45<14:32:40, 4.84s/it] 46%|████▌ | 9190/20000 [11:22:49<13:59:32, 4.66s/it] 46%|████▌ | 9191/20000 [11:22:53<13:27:26, 4.48s/it] 46%|████▌ | 9192/20000 [11:22:57<12:59:46, 4.33s/it] 46%|████▌ | 9193/20000 [11:23:01<12:27:35, 4.15s/it] 46%|████▌ | 9194/20000 [11:23:05<11:57:30, 3.98s/it] 46%|████▌ | 9195/20000 [11:23:08<11:29:53, 3.83s/it] 46%|████▌ | 9196/20000 [11:23:11<11:01:06, 3.67s/it] 46%|████▌ | 9197/20000 [11:23:15<10:34:26, 3.52s/it] 46%|████▌ | 9198/20000 [11:23:18<10:06:52, 3.37s/it] 46%|████▌ | 9199/20000 [11:23:20<9:38:40, 3.21s/it] 46%|████▌ | 9200/20000 [11:23:23<9:04:56, 3.03s/it] 46%|████▌ | 9201/20000 [11:23:25<8:25:34, 2.81s/it] 46%|████▌ | 9202/20000 [11:23:27<7:24:23, 2.47s/it] 46%|████▌ | 9203/20000 [11:23:32<9:52:26, 3.29s/it] 46%|████▌ | 9204/20000 [11:23:35<9:23:52, 3.13s/it] 46%|████▌ | 9205/20000 [11:23:44<14:57:31, 4.99s/it] 46%|████▌ | 9206/20000 [11:23:50<15:54:54, 5.31s/it] 46%|████▌ | 9207/20000 [11:23:56<16:02:14, 5.35s/it] 46%|████▌ | 9208/20000 [11:24:01<15:45:17, 5.26s/it] 46%|████▌ | 9209/20000 [11:24:06<15:17:10, 5.10s/it] 46%|████▌ | 9210/20000 [11:24:10<14:42:48, 4.91s/it] 46%|████▌ | 9211/20000 [11:24:14<14:06:25, 4.71s/it] 46%|████▌ | 9212/20000 [11:24:18<13:31:20, 4.51s/it] 46%|████▌ | 9213/20000 [11:24:22<12:59:19, 4.33s/it] 46%|████▌ | 9214/20000 [11:24:26<12:26:46, 4.15s/it] 46%|████▌ | 9215/20000 [11:24:30<11:56:26, 3.99s/it] 46%|████▌ | 9216/20000 [11:24:33<11:32:50, 3.85s/it] 46%|████▌ | 9217/20000 [11:24:36<11:04:00, 3.69s/it] 46%|████▌ | 9218/20000 [11:24:40<10:36:49, 3.54s/it] 46%|████▌ | 9219/20000 [11:24:43<10:08:44, 3.39s/it] 46%|████▌ | 9220/20000 [11:24:46<9:39:32, 3.23s/it] 46%|████▌ | 9221/20000 [11:24:48<9:06:44, 3.04s/it] 46%|████▌ | 9222/20000 [11:24:51<8:30:22, 2.84s/it] 46%|████▌ | 9223/20000 [11:24:52<7:31:27, 2.51s/it] 46%|████▌ | 9224/20000 [11:25:01<13:03:29, 4.36s/it] 46%|████▌ | 9225/20000 [11:25:07<14:41:08, 4.91s/it] 46%|████▌ | 9226/20000 [11:25:13<15:10:45, 5.07s/it] 46%|████▌ | 9227/20000 [11:25:17<15:01:15, 5.02s/it] 46%|████▌ | 9228/20000 [11:25:22<14:33:22, 4.86s/it] 46%|████▌ | 9229/20000 [11:25:26<14:05:00, 4.71s/it] 46%|████▌ | 9230/20000 [11:25:30<13:32:04, 4.52s/it] 46%|████▌ | 9231/20000 [11:25:34<13:01:44, 4.36s/it] 46%|████▌ | 9232/20000 [11:25:38<12:36:33, 4.22s/it] 46%|████▌ | 9233/20000 [11:25:42<12:13:30, 4.09s/it] 46%|████▌ | 9234/20000 [11:25:46<11:48:32, 3.95s/it] 46%|████▌ | 9235/20000 [11:25:49<11:26:21, 3.83s/it] 46%|████▌ | 9236/20000 [11:25:53<11:03:57, 3.70s/it] 46%|████▌ | 9237/20000 [11:25:56<10:41:56, 3.58s/it] 46%|████▌ | 9238/20000 [11:25:59<10:14:04, 3.42s/it] 46%|████▌ | 9239/20000 [11:26:02<9:45:10, 3.26s/it] 46%|████▌ | 9240/20000 [11:26:05<9:16:06, 3.10s/it] 46%|████▌ | 9241/20000 [11:26:07<8:39:54, 2.90s/it] 46%|████▌ | 9242/20000 [11:26:09<7:41:14, 2.57s/it] 46%|████▌ | 9243/20000 [11:26:17<12:58:16, 4.34s/it] 46%|████▌ | 9244/20000 [11:26:23<14:36:23, 4.89s/it] 46%|████▌ | 9245/20000 [11:26:29<15:06:14, 5.06s/it] 46%|████▌ | 9246/20000 [11:26:34<15:02:57, 5.04s/it] 46%|████▌ | 9247/20000 [11:26:39<14:48:36, 4.96s/it] 46%|████▌ | 9248/20000 [11:26:43<14:28:36, 4.85s/it] 46%|████▌ | 9249/20000 [11:26:48<13:58:03, 4.68s/it] 46%|████▋ | 9250/20000 [11:26:52<13:40:22, 4.58s/it] 46%|████▋ | 9251/20000 [11:26:56<12:56:18, 4.33s/it] 46%|████▋ | 9252/20000 [11:26:59<12:18:51, 4.12s/it] 46%|████▋ | 9253/20000 [11:27:03<11:43:28, 3.93s/it] 46%|████▋ | 9254/20000 [11:27:06<11:12:02, 3.75s/it] 46%|████▋ | 9255/20000 [11:27:09<10:44:38, 3.60s/it] 46%|████▋ | 9256/20000 [11:27:12<10:19:19, 3.46s/it] 46%|████▋ | 9257/20000 [11:27:15<9:51:43, 3.30s/it] 46%|████▋ | 9258/20000 [11:27:18<9:21:55, 3.14s/it] 46%|████▋ | 9259/20000 [11:27:21<8:52:53, 2.98s/it] 46%|████▋ | 9260/20000 [11:27:23<8:17:26, 2.78s/it] 46%|████▋ | 9261/20000 [11:27:25<7:24:19, 2.48s/it] 46%|████▋ | 9262/20000 [11:27:34<12:57:21, 4.34s/it] 46%|████▋ | 9263/20000 [11:27:40<14:28:23, 4.85s/it] 46%|████▋ | 9264/20000 [11:27:45<14:58:00, 5.02s/it] 46%|████▋ | 9265/20000 [11:27:50<14:53:07, 4.99s/it] 46%|████▋ | 9266/20000 [11:27:55<14:35:12, 4.89s/it] 46%|████▋ | 9267/20000 [11:27:59<14:13:16, 4.77s/it] 46%|████▋ | 9268/20000 [11:28:03<13:44:54, 4.61s/it] 46%|████▋ | 9269/20000 [11:28:07<13:13:26, 4.44s/it] 46%|████▋ | 9270/20000 [11:28:11<12:46:09, 4.28s/it] 46%|████▋ | 9271/20000 [11:28:15<12:18:07, 4.13s/it] 46%|████▋ | 9272/20000 [11:28:19<11:50:54, 3.98s/it] 46%|████▋ | 9273/20000 [11:28:22<11:24:02, 3.83s/it] 46%|████▋ | 9274/20000 [11:28:25<10:58:41, 3.68s/it] 46%|████▋ | 9275/20000 [11:28:29<10:35:08, 3.55s/it] 46%|████▋ | 9276/20000 [11:28:32<10:10:21, 3.41s/it] 46%|████▋ | 9277/20000 [11:28:35<9:40:13, 3.25s/it] 46%|████▋ | 9278/20000 [11:28:37<9:08:54, 3.07s/it] 46%|████▋ | 9279/20000 [11:28:40<8:33:02, 2.87s/it] 46%|████▋ | 9280/20000 [11:28:42<7:36:53, 2.56s/it] 46%|████▋ | 9281/20000 [11:28:47<10:01:19, 3.37s/it] 46%|████▋ | 9282/20000 [11:28:49<9:23:45, 3.16s/it] 46%|████▋ | 9283/20000 [11:28:59<14:58:47, 5.03s/it] 46%|████▋ | 9284/20000 [11:29:05<15:49:56, 5.32s/it] 46%|████▋ | 9285/20000 [11:29:10<15:48:46, 5.31s/it] 46%|████▋ | 9286/20000 [11:29:15<15:21:45, 5.16s/it] 46%|████▋ | 9287/20000 [11:29:20<14:48:06, 4.97s/it] 46%|████▋ | 9288/20000 [11:29:24<14:14:26, 4.79s/it] 46%|████▋ | 9289/20000 [11:29:28<13:36:39, 4.57s/it] 46%|████▋ | 9290/20000 [11:29:32<13:03:28, 4.39s/it] 46%|████▋ | 9291/20000 [11:29:36<12:33:24, 4.22s/it] 46%|████▋ | 9292/20000 [11:29:39<12:02:50, 4.05s/it] 46%|████▋ | 9293/20000 [11:29:43<11:36:10, 3.90s/it] 46%|████▋ | 9294/20000 [11:29:46<11:09:11, 3.75s/it] 46%|████▋ | 9295/20000 [11:29:50<10:44:38, 3.61s/it] 46%|████▋ | 9296/20000 [11:29:53<10:20:34, 3.48s/it] 46%|████▋ | 9297/20000 [11:29:56<9:51:59, 3.32s/it] 46%|████▋ | 9298/20000 [11:29:59<9:23:55, 3.16s/it] 46%|████▋ | 9299/20000 [11:30:01<8:52:43, 2.99s/it] 46%|████▋ | 9300/20000 [11:30:03<8:17:13, 2.79s/it] 47%|████▋ | 9301/20000 [11:30:05<7:22:42, 2.48s/it] 47%|████▋ | 9302/20000 [11:30:13<11:58:48, 4.03s/it] 47%|████▋ | 9303/20000 [11:30:19<13:37:22, 4.58s/it] 47%|████▋ | 9304/20000 [11:30:24<14:09:54, 4.77s/it] 47%|████▋ | 9305/20000 [11:30:29<14:10:31, 4.77s/it] 47%|████▋ | 9306/20000 [11:30:33<13:56:03, 4.69s/it] 47%|████▋ | 9307/20000 [11:30:37<13:32:23, 4.56s/it] 47%|████▋ | 9308/20000 [11:30:41<13:03:21, 4.40s/it] 47%|████▋ | 9309/20000 [11:30:45<12:39:01, 4.26s/it] 47%|████▋ | 9310/20000 [11:30:49<12:13:21, 4.12s/it] 47%|████▋ | 9311/20000 [11:30:53<11:46:34, 3.97s/it] 47%|████▋ | 9312/20000 [11:30:56<11:20:29, 3.82s/it] 47%|████▋ | 9313/20000 [11:31:00<10:55:18, 3.68s/it] 47%|████▋ | 9314/20000 [11:31:03<10:31:06, 3.54s/it] 47%|████▋ | 9315/20000 [11:31:06<10:07:28, 3.41s/it] 47%|████▋ | 9316/20000 [11:31:09<9:41:02, 3.26s/it] 47%|████▋ | 9317/20000 [11:31:12<9:15:38, 3.12s/it] 47%|████▋ | 9318/20000 [11:31:14<8:47:15, 2.96s/it] 47%|████▋ | 9319/20000 [11:31:17<8:11:35, 2.76s/it] 47%|████▋ | 9320/20000 [11:31:18<7:14:07, 2.44s/it] 47%|████▋ | 9321/20000 [11:31:27<12:38:59, 4.26s/it] 47%|████▋ | 9322/20000 [11:31:33<14:05:15, 4.75s/it] 47%|████▋ | 9323/20000 [11:31:38<14:31:00, 4.89s/it] 47%|████▋ | 9324/20000 [11:31:43<14:28:12, 4.88s/it] 47%|████▋ | 9325/20000 [11:31:47<14:11:57, 4.79s/it] 47%|████▋ | 9326/20000 [11:31:52<13:50:28, 4.67s/it] 47%|████▋ | 9327/20000 [11:31:56<13:20:02, 4.50s/it] 47%|████▋ | 9328/20000 [11:32:00<12:52:05, 4.34s/it] 47%|████▋ | 9329/20000 [11:32:04<12:22:59, 4.18s/it] 47%|████▋ | 9330/20000 [11:32:07<11:53:39, 4.01s/it] 47%|████▋ | 9331/20000 [11:32:11<11:24:48, 3.85s/it] 47%|████▋ | 9332/20000 [11:32:14<10:59:02, 3.71s/it] 47%|████▋ | 9333/20000 [11:32:17<10:35:55, 3.58s/it] 47%|████▋ | 9334/20000 [11:32:21<10:14:54, 3.46s/it] 47%|████▋ | 9335/20000 [11:32:23<9:48:48, 3.31s/it] 47%|████▋ | 9336/20000 [11:32:26<9:20:18, 3.15s/it] 47%|████▋ | 9337/20000 [11:32:29<8:49:37, 2.98s/it] 47%|████▋ | 9338/20000 [11:32:31<8:15:09, 2.79s/it] 47%|████▋ | 9339/20000 [11:32:33<7:17:08, 2.46s/it] 47%|████▋ | 9340/20000 [11:32:41<12:16:06, 4.14s/it] 47%|████▋ | 9341/20000 [11:32:47<13:54:35, 4.70s/it] 47%|████▋ | 9342/20000 [11:32:52<14:23:06, 4.86s/it] 47%|████▋ | 9343/20000 [11:32:57<14:21:19, 4.85s/it] 47%|████▋ | 9344/20000 [11:33:02<14:06:42, 4.77s/it] 47%|████▋ | 9345/20000 [11:33:06<13:46:18, 4.65s/it] 47%|████▋ | 9346/20000 [11:33:10<13:18:12, 4.50s/it] 47%|████▋ | 9347/20000 [11:33:14<12:49:14, 4.33s/it] 47%|████▋ | 9348/20000 [11:33:18<12:27:21, 4.21s/it] 47%|████▋ | 9349/20000 [11:33:22<12:08:05, 4.10s/it] 47%|████▋ | 9350/20000 [11:33:25<11:44:51, 3.97s/it] 47%|████▋ | 9351/20000 [11:33:29<11:18:35, 3.82s/it] 47%|████▋ | 9352/20000 [11:33:32<10:54:40, 3.69s/it] 47%|████▋ | 9353/20000 [11:33:36<10:32:37, 3.57s/it] 47%|████▋ | 9354/20000 [11:33:39<10:09:01, 3.43s/it] 47%|████▋ | 9355/20000 [11:33:42<9:39:34, 3.27s/it] 47%|████▋ | 9356/20000 [11:33:44<9:06:57, 3.08s/it] 47%|████▋ | 9357/20000 [11:33:47<8:30:13, 2.88s/it] 47%|████▋ | 9358/20000 [11:33:48<7:33:31, 2.56s/it] 47%|████▋ | 9359/20000 [11:33:54<10:14:59, 3.47s/it] 47%|████▋ | 9360/20000 [11:33:57<9:41:59, 3.28s/it] 47%|████▋ | 9361/20000 [11:34:07<15:33:02, 5.26s/it] 47%|████▋ | 9362/20000 [11:34:13<16:14:26, 5.50s/it] 47%|████▋ | 9363/20000 [11:34:18<16:10:08, 5.47s/it] 47%|████▋ | 9364/20000 [11:34:23<15:43:15, 5.32s/it] 47%|████▋ | 9365/20000 [11:34:28<15:07:19, 5.12s/it] 47%|████▋ | 9366/20000 [11:34:32<14:32:48, 4.92s/it] 47%|████▋ | 9367/20000 [11:34:37<13:54:16, 4.71s/it] 47%|████▋ | 9368/20000 [11:34:41<13:17:43, 4.50s/it] 47%|████▋ | 9369/20000 [11:34:44<12:45:40, 4.32s/it] 47%|████▋ | 9370/20000 [11:34:48<12:13:24, 4.14s/it] 47%|████▋ | 9371/20000 [11:34:52<11:42:26, 3.97s/it] 47%|████▋ | 9372/20000 [11:34:55<11:14:00, 3.81s/it] 47%|████▋ | 9373/20000 [11:34:58<10:47:24, 3.66s/it] 47%|████▋ | 9374/20000 [11:35:02<10:23:08, 3.52s/it] 47%|████▋ | 9375/20000 [11:35:05<9:55:23, 3.36s/it] 47%|████▋ | 9376/20000 [11:35:07<9:25:24, 3.19s/it] 47%|████▋ | 9377/20000 [11:35:10<8:53:57, 3.02s/it] 47%|████▋ | 9378/20000 [11:35:12<8:20:11, 2.83s/it] 47%|████▋ | 9379/20000 [11:35:14<7:26:46, 2.52s/it] 47%|████▋ | 9380/20000 [11:35:22<12:20:59, 4.19s/it] 47%|████▋ | 9381/20000 [11:35:28<13:49:20, 4.69s/it] 47%|████▋ | 9382/20000 [11:35:33<14:16:45, 4.84s/it] 47%|████▋ | 9383/20000 [11:35:38<14:15:27, 4.83s/it] 47%|████▋ | 9384/20000 [11:35:43<14:00:19, 4.75s/it] 47%|████▋ | 9385/20000 [11:35:47<13:42:21, 4.65s/it] 47%|████▋ | 9386/20000 [11:35:51<13:14:21, 4.49s/it] 47%|████▋ | 9387/20000 [11:35:55<12:44:17, 4.32s/it] 47%|████▋ | 9388/20000 [11:35:59<12:16:47, 4.17s/it] 47%|████▋ | 9389/20000 [11:36:03<11:50:24, 4.02s/it] 47%|████▋ | 9390/20000 [11:36:06<11:23:40, 3.87s/it] 47%|████▋ | 9391/20000 [11:36:10<10:57:25, 3.72s/it] 47%|████▋ | 9392/20000 [11:36:13<10:32:59, 3.58s/it] 47%|████▋ | 9393/20000 [11:36:16<10:11:38, 3.46s/it] 47%|████▋ | 9394/20000 [11:36:19<9:44:22, 3.31s/it] 47%|████▋ | 9395/20000 [11:36:22<9:15:57, 3.15s/it] 47%|████▋ | 9396/20000 [11:36:24<8:45:57, 2.98s/it] 47%|████▋ | 9397/20000 [11:36:27<8:08:17, 2.76s/it] 47%|████▋ | 9398/20000 [11:36:28<7:10:29, 2.44s/it] 47%|████▋ | 9399/20000 [11:36:37<12:33:22, 4.26s/it] 47%|████▋ | 9400/20000 [11:36:43<14:13:21, 4.83s/it] 47%|████▋ | 9401/20000 [11:36:49<15:11:32, 5.16s/it] 47%|████▋ | 9402/20000 [11:36:54<14:53:01, 5.06s/it] 47%|████▋ | 9403/20000 [11:36:58<14:25:13, 4.90s/it] 47%|████▋ | 9404/20000 [11:37:03<13:54:27, 4.73s/it] 47%|████▋ | 9405/20000 [11:37:07<13:19:45, 4.53s/it] 47%|████▋ | 9406/20000 [11:37:11<12:47:02, 4.34s/it] 47%|████▋ | 9407/20000 [11:37:14<12:16:16, 4.17s/it] 47%|████▋ | 9408/20000 [11:37:18<11:47:05, 4.01s/it] 47%|████▋ | 9409/20000 [11:37:21<11:19:36, 3.85s/it] 47%|████▋ | 9410/20000 [11:37:25<10:51:52, 3.69s/it] 47%|████▋ | 9411/20000 [11:37:28<10:27:00, 3.55s/it] 47%|████▋ | 9412/20000 [11:37:31<10:02:05, 3.41s/it] 47%|████▋ | 9413/20000 [11:37:34<9:35:43, 3.26s/it] 47%|████▋ | 9414/20000 [11:37:37<9:09:56, 3.12s/it] 47%|████▋ | 9415/20000 [11:37:39<8:41:45, 2.96s/it] 47%|████▋ | 9416/20000 [11:37:42<8:12:29, 2.79s/it] 47%|████▋ | 9417/20000 [11:37:44<7:22:00, 2.51s/it] 47%|████▋ | 9418/20000 [11:37:52<12:15:00, 4.17s/it] 47%|████▋ | 9419/20000 [11:37:58<13:53:29, 4.73s/it] 47%|████▋ | 9420/20000 [11:38:03<14:24:59, 4.91s/it] 47%|████▋ | 9421/20000 [11:38:08<14:27:08, 4.92s/it] 47%|████▋ | 9422/20000 [11:38:13<14:14:27, 4.85s/it] 47%|████▋ | 9423/20000 [11:38:17<13:54:00, 4.73s/it] 47%|████▋ | 9424/20000 [11:38:21<13:27:21, 4.58s/it] 47%|████▋ | 9425/20000 [11:38:25<12:59:29, 4.42s/it] 47%|████▋ | 9426/20000 [11:38:29<12:32:23, 4.27s/it] 47%|████▋ | 9427/20000 [11:38:33<12:07:55, 4.13s/it] 47%|████▋ | 9428/20000 [11:38:37<11:41:16, 3.98s/it] 47%|████▋ | 9429/20000 [11:38:40<11:16:23, 3.84s/it] 47%|████▋ | 9430/20000 [11:38:44<10:51:45, 3.70s/it] 47%|████▋ | 9431/20000 [11:38:47<10:24:08, 3.54s/it] 47%|████▋ | 9432/20000 [11:38:50<9:55:58, 3.38s/it] 47%|████▋ | 9433/20000 [11:38:53<9:28:28, 3.23s/it] 47%|████▋ | 9434/20000 [11:38:55<8:54:31, 3.04s/it] 47%|████▋ | 9435/20000 [11:38:57<8:15:29, 2.81s/it] 47%|████▋ | 9436/20000 [11:38:59<7:15:46, 2.48s/it] 47%|████▋ | 9437/20000 [11:39:04<9:22:15, 3.19s/it] 47%|████▋ | 9438/20000 [11:39:07<8:51:59, 3.02s/it] 47%|████▋ | 9439/20000 [11:39:16<14:25:07, 4.91s/it] 47%|████▋ | 9440/20000 [11:39:22<15:22:59, 5.24s/it] 47%|████▋ | 9441/20000 [11:39:28<15:37:40, 5.33s/it] 47%|████▋ | 9442/20000 [11:39:33<15:23:34, 5.25s/it] 47%|████▋ | 9443/20000 [11:39:37<15:00:50, 5.12s/it] 47%|████▋ | 9444/20000 [11:39:42<14:29:20, 4.94s/it] 47%|████▋ | 9445/20000 [11:39:46<13:56:31, 4.76s/it] 47%|████▋ | 9446/20000 [11:39:50<13:23:15, 4.57s/it] 47%|████▋ | 9447/20000 [11:39:54<12:49:30, 4.38s/it] 47%|████▋ | 9448/20000 [11:39:58<12:18:24, 4.20s/it] 47%|████▋ | 9449/20000 [11:40:02<11:46:37, 4.02s/it] 47%|████▋ | 9450/20000 [11:40:05<11:18:47, 3.86s/it] 47%|████▋ | 9451/20000 [11:40:09<10:53:38, 3.72s/it] 47%|████▋ | 9452/20000 [11:40:12<10:31:48, 3.59s/it] 47%|████▋ | 9453/20000 [11:40:15<10:05:06, 3.44s/it] 47%|████▋ | 9454/20000 [11:40:18<9:38:01, 3.29s/it] 47%|████▋ | 9455/20000 [11:40:21<9:06:09, 3.11s/it] 47%|████▋ | 9456/20000 [11:40:23<8:29:36, 2.90s/it] 47%|████▋ | 9457/20000 [11:40:25<7:32:44, 2.58s/it] 47%|████▋ | 9458/20000 [11:40:34<13:04:08, 4.46s/it] 47%|████▋ | 9459/20000 [11:40:40<14:48:15, 5.06s/it] 47%|████▋ | 9460/20000 [11:40:46<15:17:39, 5.22s/it] 47%|████▋ | 9461/20000 [11:40:51<15:10:33, 5.18s/it] 47%|████▋ | 9462/20000 [11:40:56<14:43:14, 5.03s/it] 47%|████▋ | 9463/20000 [11:41:00<14:13:21, 4.86s/it] 47%|████▋ | 9464/20000 [11:41:04<13:38:48, 4.66s/it] 47%|████▋ | 9465/20000 [11:41:08<13:06:52, 4.48s/it] 47%|████▋ | 9466/20000 [11:41:12<12:40:20, 4.33s/it] 47%|████▋ | 9467/20000 [11:41:16<12:14:21, 4.18s/it] 47%|████▋ | 9468/20000 [11:41:20<11:51:37, 4.05s/it] 47%|████▋ | 9469/20000 [11:41:23<11:22:28, 3.89s/it] 47%|████▋ | 9470/20000 [11:41:27<10:55:28, 3.73s/it] 47%|████▋ | 9471/20000 [11:41:30<10:32:19, 3.60s/it] 47%|████▋ | 9472/20000 [11:41:33<10:07:00, 3.46s/it] 47%|████▋ | 9473/20000 [11:41:36<9:38:18, 3.30s/it] 47%|████▋ | 9474/20000 [11:41:39<9:09:26, 3.13s/it] 47%|████▋ | 9475/20000 [11:41:41<8:32:14, 2.92s/it] 47%|████▋ | 9476/20000 [11:41:43<7:33:10, 2.58s/it] 47%|████▋ | 9477/20000 [11:41:52<13:20:08, 4.56s/it] 47%|████▋ | 9478/20000 [11:41:59<14:56:54, 5.11s/it] 47%|████▋ | 9479/20000 [11:42:04<15:14:56, 5.22s/it] 47%|████▋ | 9480/20000 [11:42:09<15:06:39, 5.17s/it] 47%|████▋ | 9481/20000 [11:42:14<14:44:25, 5.04s/it] 47%|████▋ | 9482/20000 [11:42:18<14:17:18, 4.89s/it] 47%|████▋ | 9483/20000 [11:42:23<13:42:22, 4.69s/it] 47%|████▋ | 9484/20000 [11:42:27<13:12:34, 4.52s/it] 47%|████▋ | 9485/20000 [11:42:31<12:44:50, 4.36s/it] 47%|████▋ | 9486/20000 [11:42:35<12:16:53, 4.21s/it] 47%|████▋ | 9487/20000 [11:42:38<11:51:29, 4.06s/it] 47%|████▋ | 9488/20000 [11:42:42<11:24:19, 3.91s/it] 47%|████▋ | 9489/20000 [11:42:45<10:59:01, 3.76s/it] 47%|████▋ | 9490/20000 [11:42:48<10:31:37, 3.61s/it] 47%|████▋ | 9491/20000 [11:42:52<10:04:54, 3.45s/it] 47%|████▋ | 9492/20000 [11:42:54<9:34:48, 3.28s/it] 47%|████▋ | 9493/20000 [11:42:57<9:03:12, 3.10s/it] 47%|████▋ | 9494/20000 [11:43:00<8:28:18, 2.90s/it] 47%|████▋ | 9495/20000 [11:43:01<7:32:23, 2.58s/it] 47%|████▋ | 9496/20000 [11:43:10<13:03:58, 4.48s/it] 47%|████▋ | 9497/20000 [11:43:17<14:36:13, 5.01s/it] 47%|████▋ | 9498/20000 [11:43:22<15:01:17, 5.15s/it] 47%|████▋ | 9499/20000 [11:43:27<14:56:42, 5.12s/it] 48%|████▊ | 9500/20000 [11:43:32<14:38:04, 5.02s/it] 48%|████▊ | 9500/20000 [11:43:32<14:38:04, 5.02s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.08463115245103836, 'eval_wer': 0.06973859105006645, 'eval_runtime': 63.761, 'eval_samples_per_second': 29.124, 'eval_steps_per_second': 1.223, 'epoch': 115.38} {'loss': 0.0089, 'learning_rate': 0.0002692564102564103, 'epoch': 121.79} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:25, 3.00it/s][A 4%|▍ | 3/78 [00:01<00:34, 2.17it/s][A 5%|▌ | 4/78 [00:01<00:39, 1.86it/s][A 6%|▋ | 5/78 [00:02<00:43, 1.67it/s][A 8%|▊ | 6/78 [00:03<00:49, 1.45it/s][A 9%|▉ | 7/78 [00:04<00:54, 1.31it/s][A 10%|█ | 8/78 [00:05<00:57, 1.21it/s][A 12%|█▏ | 9/78 [00:06<00:59, 1.16it/s][A 13%|█▎ | 10/78 [00:07<00:57, 1.17it/s][A 14%|█▍ | 11/78 [00:07<00:55, 1.21it/s][A 15%|█▌ | 12/78 [00:08<00:52, 1.26it/s][A 17%|█▋ | 13/78 [00:09<00:48, 1.33it/s][A 18%|█▊ | 14/78 [00:10<00:49, 1.29it/s][A 19%|█▉ | 15/78 [00:11<00:50, 1.24it/s][A 21%|██ | 16/78 [00:11<00:52, 1.18it/s][A 22%|██▏ | 17/78 [00:12<00:51, 1.19it/s][A 23%|██▎ | 18/78 [00:13<00:55, 1.09it/s][A 24%|██▍ | 19/78 [00:14<00:52, 1.12it/s][A 26%|██▌ | 20/78 [00:15<00:47, 1.21it/s][A 27%|██▋ | 21/78 [00:16<00:48, 1.18it/s][A 28%|██▊ | 22/78 [00:17<00:45, 1.24it/s][A 29%|██▉ | 23/78 [00:17<00:42, 1.28it/s][A 31%|███ | 24/78 [00:18<00:42, 1.26it/s][A 32%|███▏ | 25/78 [00:19<00:40, 1.31it/s][A 33%|███▎ | 26/78 [00:19<00:38, 1.35it/s][A 35%|███▍ | 27/78 [00:20<00:37, 1.37it/s][A 36%|███▌ | 28/78 [00:21<00:37, 1.33it/s][A 37%|███▋ | 29/78 [00:22<00:34, 1.40it/s][A 38%|███▊ | 30/78 [00:22<00:36, 1.31it/s][A 40%|███▉ | 31/78 [00:23<00:34, 1.35it/s][A 41%|████ | 32/78 [00:24<00:33, 1.38it/s][A 42%|████▏ | 33/78 [00:25<00:31, 1.41it/s][A 44%|████▎ | 34/78 [00:25<00:30, 1.45it/s][A 45%|████▍ | 35/78 [00:26<00:28, 1.49it/s][A 46%|████▌ | 36/78 [00:27<00:29, 1.45it/s][A 47%|████▋ | 37/78 [00:27<00:29, 1.40it/s][A 49%|████▊ | 38/78 [00:28<00:30, 1.30it/s][A 50%|█████ | 39/78 [00:29<00:33, 1.18it/s][A 51%|█████▏ | 40/78 [00:30<00:34, 1.12it/s][A 53%|█████▎ | 41/78 [00:31<00:37, 1.00s/it][A 54%|█████▍ | 42/78 [00:32<00:34, 1.06it/s][A 55%|█████▌ | 43/78 [00:33<00:33, 1.04it/s][A 56%|█████▋ | 44/78 [00:34<00:31, 1.07it/s][A 58%|█████▊ | 45/78 [00:35<00:29, 1.12it/s][A 59%|█████▉ | 46/78 [00:36<00:32, 1.01s/it][A 60%|██████ | 47/78 [00:37<00:28, 1.10it/s][A 62%|██████▏ | 48/78 [00:38<00:25, 1.18it/s][A 63%|██████▎ | 49/78 [00:38<00:22, 1.29it/s][A 64%|██████▍ | 50/78 [00:39<00:21, 1.31it/s][A 65%|██████▌ | 51/78 [00:40<00:19, 1.40it/s][A 67%|██████▋ | 52/78 [00:40<00:18, 1.42it/s][A 68%|██████▊ | 53/78 [00:41<00:17, 1.44it/s][A 69%|██████▉ | 54/78 [00:42<00:17, 1.36it/s][A 71%|███████ | 55/78 [00:43<00:17, 1.32it/s][A 72%|███████▏ | 56/78 [00:43<00:16, 1.31it/s][A 73%|███████▎ | 57/78 [00:45<00:19, 1.10it/s][A 74%|███████▍ | 58/78 [00:45<00:17, 1.11it/s][A 76%|███████▌ | 59/78 [00:46<00:17, 1.09it/s][A 77%|███████▋ | 60/78 [00:47<00:15, 1.14it/s][A 78%|███████▊ | 61/78 [00:48<00:14, 1.17it/s][A 79%|███████▉ | 62/78 [00:49<00:13, 1.18it/s][A 81%|████████ | 63/78 [00:50<00:12, 1.19it/s][A 82%|████████▏ | 64/78 [00:50<00:11, 1.19it/s][A 83%|████████▎ | 65/78 [00:51<00:10, 1.20it/s][A 85%|████████▍ | 66/78 [00:52<00:09, 1.24it/s][A 86%|████████▌ | 67/78 [00:53<00:08, 1.23it/s][A 87%|████████▋ | 68/78 [00:54<00:08, 1.25it/s][A 88%|████████▊ | 69/78 [00:54<00:07, 1.26it/s][A 90%|████████▉ | 70/78 [00:55<00:06, 1.20it/s][A 91%|█████████ | 71/78 [00:56<00:05, 1.25it/s][A 92%|█████████▏| 72/78 [00:57<00:04, 1.27it/s][A 94%|█████████▎| 73/78 [00:58<00:04, 1.25it/s][A 95%|█████████▍| 74/78 [00:58<00:03, 1.24it/s][A 96%|█████████▌| 75/78 [00:59<00:02, 1.25it/s][A 97%|█████████▋| 76/78 [01:00<00:01, 1.24it/s][A 99%|█████████▊| 77/78 [01:01<00:00, 1.30it/s][A 100%|██████████| 78/78 [01:01<00:00, 1.62it/s][A [A 48%|████▊ | 9500/20000 [11:44:36<14:38:04, 5.02s/it] 100%|██████████| 78/78 [01:03<00:00, 1.62it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-9500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-9500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-9500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-9500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-9000] due to args.save_total_limit 48%|████▊ | 9501/20000 [11:44:52<80:37:39, 27.65s/it] 48%|████▊ | 9502/20000 [11:44:57<60:07:31, 20.62s/it] 48%|████▊ | 9503/20000 [11:45:01<45:42:28, 15.68s/it] 48%|████▊ | 9504/20000 [11:45:05<35:29:33, 12.17s/it] 48%|████▊ | 9505/20000 [11:45:09<28:11:06, 9.67s/it] 48%|████▊ | 9506/20000 [11:45:12<22:56:23, 7.87s/it] 48%|████▊ | 9507/20000 [11:45:16<19:11:26, 6.58s/it] 48%|████▊ | 9508/20000 [11:45:19<16:23:50, 5.63s/it] 48%|████▊ | 9509/20000 [11:45:22<14:19:19, 4.91s/it] 48%|████▊ | 9510/20000 [11:45:26<12:42:51, 4.36s/it] 48%|████▊ | 9511/20000 [11:45:28<11:25:35, 3.92s/it] 48%|████▊ | 9512/20000 [11:45:31<10:21:44, 3.56s/it] 48%|████▊ | 9513/20000 [11:45:34<9:23:34, 3.22s/it] 48%|████▊ | 9514/20000 [11:45:35<8:07:51, 2.79s/it] 48%|████▊ | 9515/20000 [11:45:40<10:12:16, 3.50s/it] 48%|████▊ | 9516/20000 [11:45:43<9:28:35, 3.25s/it] 48%|████▊ | 9517/20000 [11:45:53<15:10:34, 5.21s/it] 48%|████▊ | 9518/20000 [11:45:59<16:01:07, 5.50s/it] 48%|████▊ | 9519/20000 [11:46:05<15:56:29, 5.48s/it] 48%|████▊ | 9520/20000 [11:46:10<15:30:07, 5.33s/it] 48%|████▊ | 9521/20000 [11:46:14<14:54:54, 5.12s/it] 48%|████▊ | 9522/20000 [11:46:19<14:19:47, 4.92s/it] 48%|████▊ | 9523/20000 [11:46:23<13:52:11, 4.77s/it] 48%|████▊ | 9524/20000 [11:46:27<13:14:43, 4.55s/it] 48%|████▊ | 9525/20000 [11:46:31<12:41:25, 4.36s/it] 48%|████▊ | 9526/20000 [11:46:35<12:12:30, 4.20s/it] 48%|████▊ | 9527/20000 [11:46:38<11:45:32, 4.04s/it] 48%|████▊ | 9528/20000 [11:46:42<11:18:34, 3.89s/it] 48%|████▊ | 9529/20000 [11:46:45<10:51:24, 3.73s/it] 48%|████▊ | 9530/20000 [11:46:49<10:27:36, 3.60s/it] 48%|████▊ | 9531/20000 [11:46:52<10:00:18, 3.44s/it] 48%|████▊ | 9532/20000 [11:46:55<9:31:26, 3.28s/it] 48%|████▊ | 9533/20000 [11:46:57<8:58:19, 3.09s/it] 48%|████▊ | 9534/20000 [11:47:00<8:19:47, 2.87s/it] 48%|████▊ | 9535/20000 [11:47:01<7:20:26, 2.53s/it] 48%|████▊ | 9536/20000 [11:47:10<12:50:59, 4.42s/it] 48%|████▊ | 9537/20000 [11:47:16<14:25:11, 4.96s/it] 48%|████▊ | 9538/20000 [11:47:22<14:55:01, 5.13s/it] 48%|████▊ | 9539/20000 [11:47:27<14:50:30, 5.11s/it] 48%|████▊ | 9540/20000 [11:47:32<14:33:10, 5.01s/it] 48%|████▊ | 9541/20000 [11:47:36<14:08:41, 4.87s/it] 48%|████▊ | 9542/20000 [11:47:41<13:35:50, 4.68s/it] 48%|████▊ | 9543/20000 [11:47:45<13:02:47, 4.49s/it] 48%|████▊ | 9544/20000 [11:47:49<12:35:06, 4.33s/it] 48%|████▊ | 9545/20000 [11:47:52<12:10:23, 4.19s/it] 48%|████▊ | 9546/20000 [11:47:56<11:44:20, 4.04s/it] 48%|████▊ | 9547/20000 [11:48:00<11:15:57, 3.88s/it] 48%|████▊ | 9548/20000 [11:48:03<10:51:27, 3.74s/it] 48%|████▊ | 9549/20000 [11:48:06<10:28:11, 3.61s/it] 48%|████▊ | 9550/20000 [11:48:09<10:00:57, 3.45s/it] 48%|████▊ | 9551/20000 [11:48:12<9:33:04, 3.29s/it] 48%|████▊ | 9552/20000 [11:48:15<9:06:23, 3.14s/it] 48%|████▊ | 9553/20000 [11:48:18<8:31:29, 2.94s/it] 48%|████▊ | 9554/20000 [11:48:19<7:35:05, 2.61s/it] 48%|████▊ | 9555/20000 [11:48:28<12:53:53, 4.45s/it] 48%|████▊ | 9556/20000 [11:48:34<14:26:03, 4.98s/it] 48%|████▊ | 9557/20000 [11:48:40<14:51:01, 5.12s/it] 48%|████▊ | 9558/20000 [11:48:45<14:39:30, 5.05s/it] 48%|████▊ | 9559/20000 [11:48:50<14:24:05, 4.97s/it] 48%|████▊ | 9560/20000 [11:48:54<13:56:25, 4.81s/it] 48%|████▊ | 9561/20000 [11:48:58<13:22:34, 4.61s/it] 48%|████▊ | 9562/20000 [11:49:02<12:49:40, 4.42s/it] 48%|████▊ | 9563/20000 [11:49:06<12:20:52, 4.26s/it] 48%|████▊ | 9564/20000 [11:49:10<11:51:08, 4.09s/it] 48%|████▊ | 9565/20000 [11:49:13<11:26:16, 3.95s/it] 48%|████▊ | 9566/20000 [11:49:17<11:10:19, 3.85s/it] 48%|████▊ | 9567/20000 [11:49:20<10:53:40, 3.76s/it] 48%|████▊ | 9568/20000 [11:49:24<10:35:06, 3.65s/it] 48%|████▊ | 9569/20000 [11:49:27<10:09:35, 3.51s/it] 48%|████▊ | 9570/20000 [11:49:30<9:41:41, 3.35s/it] 48%|████▊ | 9571/20000 [11:49:33<9:10:35, 3.17s/it] 48%|████▊ | 9572/20000 [11:49:35<8:31:34, 2.94s/it] 48%|████▊ | 9573/20000 [11:49:37<7:36:03, 2.62s/it] 48%|████▊ | 9574/20000 [11:49:46<12:40:37, 4.38s/it] 48%|████▊ | 9575/20000 [11:49:52<14:11:13, 4.90s/it] 48%|████▊ | 9576/20000 [11:49:57<14:54:43, 5.15s/it] 48%|████▊ | 9577/20000 [11:50:02<14:41:17, 5.07s/it] 48%|████▊ | 9578/20000 [11:50:07<14:17:07, 4.93s/it] 48%|████▊ | 9579/20000 [11:50:11<13:52:19, 4.79s/it] 48%|████▊ | 9580/20000 [11:50:15<13:19:08, 4.60s/it] 48%|████▊ | 9581/20000 [11:50:19<12:47:39, 4.42s/it] 48%|████▊ | 9582/20000 [11:50:23<12:18:28, 4.25s/it] 48%|████▊ | 9583/20000 [11:50:27<11:47:55, 4.08s/it] 48%|████▊ | 9584/20000 [11:50:31<11:17:51, 3.90s/it] 48%|████▊ | 9585/20000 [11:50:34<10:50:48, 3.75s/it] 48%|████▊ | 9586/20000 [11:50:37<10:26:48, 3.61s/it] 48%|████▊ | 9587/20000 [11:50:40<10:02:04, 3.47s/it] 48%|████▊ | 9588/20000 [11:50:43<9:34:53, 3.31s/it] 48%|████▊ | 9589/20000 [11:50:46<9:07:15, 3.15s/it] 48%|████▊ | 9590/20000 [11:50:49<8:39:39, 3.00s/it] 48%|████▊ | 9591/20000 [11:50:51<8:06:07, 2.80s/it] 48%|████▊ | 9592/20000 [11:50:53<7:12:47, 2.49s/it] 48%|████▊ | 9593/20000 [11:50:58<9:44:11, 3.37s/it] 48%|████▊ | 9594/20000 [11:51:01<9:07:42, 3.16s/it] 48%|████▊ | 9595/20000 [11:51:10<14:30:53, 5.02s/it] 48%|████▊ | 9596/20000 [11:51:16<15:25:49, 5.34s/it] 48%|████▊ | 9597/20000 [11:51:22<15:24:17, 5.33s/it] 48%|████▊ | 9598/20000 [11:51:27<15:05:39, 5.22s/it] 48%|████▊ | 9599/20000 [11:51:31<14:31:18, 5.03s/it] 48%|████▊ | 9600/20000 [11:51:36<13:55:32, 4.82s/it] 48%|████▊ | 9601/20000 [11:51:40<13:17:02, 4.60s/it] 48%|████▊ | 9602/20000 [11:51:44<12:45:02, 4.41s/it] 48%|████▊ | 9603/20000 [11:51:47<12:13:30, 4.23s/it] 48%|████▊ | 9604/20000 [11:51:51<11:43:15, 4.06s/it] 48%|████▊ | 9605/20000 [11:51:55<11:17:22, 3.91s/it] 48%|████▊ | 9606/20000 [11:51:58<10:52:31, 3.77s/it] 48%|████▊ | 9607/20000 [11:52:01<10:26:59, 3.62s/it] 48%|████▊ | 9608/20000 [11:52:04<10:03:09, 3.48s/it] 48%|████▊ | 9609/20000 [11:52:07<9:38:25, 3.34s/it] 48%|████▊ | 9610/20000 [11:52:10<9:12:41, 3.19s/it] 48%|████▊ | 9611/20000 [11:52:13<8:53:06, 3.08s/it] 48%|████▊ | 9612/20000 [11:52:16<8:18:56, 2.88s/it] 48%|████▊ | 9613/20000 [11:52:17<7:20:59, 2.55s/it] 48%|████▊ | 9614/20000 [11:52:25<12:00:38, 4.16s/it] 48%|████▊ | 9615/20000 [11:52:31<13:34:11, 4.70s/it] 48%|████▊ | 9616/20000 [11:52:37<14:05:35, 4.89s/it] 48%|████▊ | 9617/20000 [11:52:41<14:08:32, 4.90s/it] 48%|████▊ | 9618/20000 [11:52:46<13:56:20, 4.83s/it] 48%|████▊ | 9619/20000 [11:52:51<13:36:13, 4.72s/it] 48%|████▊ | 9620/20000 [11:52:55<13:09:42, 4.56s/it] 48%|████▊ | 9621/20000 [11:52:59<12:43:50, 4.42s/it] 48%|████▊ | 9622/20000 [11:53:03<12:16:16, 4.26s/it] 48%|████▊ | 9623/20000 [11:53:07<11:49:12, 4.10s/it] 48%|████▊ | 9624/20000 [11:53:10<11:24:43, 3.96s/it] 48%|████▊ | 9625/20000 [11:53:14<11:00:48, 3.82s/it] 48%|████▊ | 9626/20000 [11:53:17<10:32:05, 3.66s/it] 48%|████▊ | 9627/20000 [11:53:20<10:05:33, 3.50s/it] 48%|████▊ | 9628/20000 [11:53:23<9:36:13, 3.33s/it] 48%|████▊ | 9629/20000 [11:53:26<9:06:53, 3.16s/it] 48%|████▊ | 9630/20000 [11:53:28<8:37:14, 2.99s/it] 48%|████▊ | 9631/20000 [11:53:31<8:01:57, 2.79s/it] 48%|████▊ | 9632/20000 [11:53:32<7:09:04, 2.48s/it] 48%|████▊ | 9633/20000 [11:53:41<12:24:36, 4.31s/it] 48%|████▊ | 9634/20000 [11:53:47<13:49:45, 4.80s/it] 48%|████▊ | 9635/20000 [11:53:52<14:15:57, 4.95s/it] 48%|████▊ | 9636/20000 [11:53:57<14:11:31, 4.93s/it] 48%|████▊ | 9637/20000 [11:54:02<13:55:08, 4.84s/it] 48%|████▊ | 9638/20000 [11:54:06<13:35:33, 4.72s/it] 48%|████▊ | 9639/20000 [11:54:10<13:06:22, 4.55s/it] 48%|████▊ | 9640/20000 [11:54:14<12:37:04, 4.38s/it] 48%|████▊ | 9641/20000 [11:54:18<12:06:26, 4.21s/it] 48%|████▊ | 9642/20000 [11:54:22<11:37:55, 4.04s/it] 48%|████▊ | 9643/20000 [11:54:25<11:08:37, 3.87s/it] 48%|████▊ | 9644/20000 [11:54:29<10:42:38, 3.72s/it] 48%|████▊ | 9645/20000 [11:54:32<10:16:41, 3.57s/it] 48%|████▊ | 9646/20000 [11:54:35<9:53:04, 3.44s/it] 48%|████▊ | 9647/20000 [11:54:38<9:27:19, 3.29s/it] 48%|████▊ | 9648/20000 [11:54:41<9:00:36, 3.13s/it] 48%|████▊ | 9649/20000 [11:54:43<8:30:30, 2.96s/it] 48%|████▊ | 9650/20000 [11:54:46<7:58:34, 2.77s/it] 48%|████▊ | 9651/20000 [11:54:47<7:07:09, 2.48s/it] 48%|████▊ | 9652/20000 [11:54:55<11:56:37, 4.16s/it] 48%|████▊ | 9653/20000 [11:55:01<13:26:43, 4.68s/it] 48%|████▊ | 9654/20000 [11:55:07<13:56:14, 4.85s/it] 48%|████▊ | 9655/20000 [11:55:11<13:55:45, 4.85s/it] 48%|████▊ | 9656/20000 [11:55:16<13:39:42, 4.75s/it] 48%|████▊ | 9657/20000 [11:55:20<13:16:39, 4.62s/it] 48%|████▊ | 9658/20000 [11:55:24<12:47:17, 4.45s/it] 48%|████▊ | 9659/20000 [11:55:28<12:19:40, 4.29s/it] 48%|████▊ | 9660/20000 [11:55:32<11:58:37, 4.17s/it] 48%|████▊ | 9661/20000 [11:55:36<11:31:36, 4.01s/it] 48%|████▊ | 9662/20000 [11:55:39<11:04:31, 3.86s/it] 48%|████▊ | 9663/20000 [11:55:43<10:39:19, 3.71s/it] 48%|████▊ | 9664/20000 [11:55:46<10:15:37, 3.57s/it] 48%|████▊ | 9665/20000 [11:55:49<9:50:27, 3.43s/it] 48%|████▊ | 9666/20000 [11:55:52<9:23:59, 3.27s/it] 48%|████▊ | 9667/20000 [11:55:55<8:56:46, 3.12s/it] 48%|████▊ | 9668/20000 [11:55:57<8:29:01, 2.96s/it] 48%|████▊ | 9669/20000 [11:56:00<7:56:12, 2.77s/it] 48%|████▊ | 9670/20000 [11:56:01<7:04:25, 2.47s/it] 48%|████▊ | 9671/20000 [11:56:07<9:35:20, 3.34s/it] 48%|████▊ | 9672/20000 [11:56:09<8:55:37, 3.11s/it] 48%|████▊ | 9673/20000 [11:56:19<14:23:44, 5.02s/it] 48%|████▊ | 9674/20000 [11:56:25<15:11:56, 5.30s/it] 48%|████▊ | 9675/20000 [11:56:30<15:02:07, 5.24s/it] 48%|████▊ | 9676/20000 [11:56:35<14:33:44, 5.08s/it] 48%|████▊ | 9677/20000 [11:56:39<14:01:19, 4.89s/it] 48%|████▊ | 9678/20000 [11:56:43<13:29:07, 4.70s/it] 48%|████▊ | 9679/20000 [11:56:47<12:54:31, 4.50s/it] 48%|████▊ | 9680/20000 [11:56:51<12:23:59, 4.33s/it] 48%|████▊ | 9681/20000 [11:56:55<11:55:11, 4.16s/it] 48%|████▊ | 9682/20000 [11:56:59<11:28:24, 4.00s/it] 48%|████▊ | 9683/20000 [11:57:02<10:59:52, 3.84s/it] 48%|████▊ | 9684/20000 [11:57:05<10:33:22, 3.68s/it] 48%|████▊ | 9685/20000 [11:57:09<10:08:35, 3.54s/it] 48%|████▊ | 9686/20000 [11:57:12<9:45:29, 3.41s/it] 48%|████▊ | 9687/20000 [11:57:15<9:21:00, 3.26s/it] 48%|████▊ | 9688/20000 [11:57:17<8:55:20, 3.11s/it] 48%|████▊ | 9689/20000 [11:57:20<8:28:26, 2.96s/it] 48%|████▊ | 9690/20000 [11:57:22<7:55:10, 2.77s/it] 48%|████▊ | 9691/20000 [11:57:24<6:59:34, 2.44s/it] 48%|████▊ | 9692/20000 [11:57:33<12:16:03, 4.28s/it] 48%|████▊ | 9693/20000 [11:57:39<13:56:06, 4.87s/it] 48%|████▊ | 9694/20000 [11:57:44<14:28:10, 5.05s/it] 48%|████▊ | 9695/20000 [11:57:49<14:23:02, 5.02s/it] 48%|████▊ | 9696/20000 [11:57:54<13:59:51, 4.89s/it] 48%|████▊ | 9697/20000 [11:57:58<13:33:48, 4.74s/it] 48%|████▊ | 9698/20000 [11:58:02<13:02:03, 4.55s/it] 48%|████▊ | 9699/20000 [11:58:06<12:30:06, 4.37s/it] 48%|████▊ | 9700/20000 [11:58:10<12:00:13, 4.20s/it] 49%|████▊ | 9701/20000 [11:58:14<11:33:48, 4.04s/it] 49%|████▊ | 9702/20000 [11:58:17<11:07:52, 3.89s/it] 49%|████▊ | 9703/20000 [11:58:21<10:43:52, 3.75s/it] 49%|████▊ | 9704/20000 [11:58:24<10:21:09, 3.62s/it] 49%|████▊ | 9705/20000 [11:58:27<9:56:49, 3.48s/it] 49%|████▊ | 9706/20000 [11:58:30<9:29:52, 3.32s/it] 49%|████▊ | 9707/20000 [11:58:33<9:06:26, 3.19s/it] 49%|████▊ | 9708/20000 [11:58:36<8:42:43, 3.05s/it] 49%|████▊ | 9709/20000 [11:58:38<8:06:19, 2.84s/it] 49%|████▊ | 9710/20000 [11:58:40<7:14:09, 2.53s/it] 49%|████▊ | 9711/20000 [11:58:48<11:51:48, 4.15s/it] 49%|████▊ | 9712/20000 [11:58:54<13:41:11, 4.79s/it] 49%|████▊ | 9713/20000 [11:59:00<14:14:01, 4.98s/it] 49%|████▊ | 9714/20000 [11:59:04<14:07:51, 4.95s/it] 49%|████▊ | 9715/20000 [11:59:09<13:49:08, 4.84s/it] 49%|████▊ | 9716/20000 [11:59:13<13:22:59, 4.68s/it] 49%|████▊ | 9717/20000 [11:59:17<12:52:15, 4.51s/it] 49%|████▊ | 9718/20000 [11:59:21<12:25:33, 4.35s/it] 49%|████▊ | 9719/20000 [11:59:25<11:57:52, 4.19s/it] 49%|████▊ | 9720/20000 [11:59:29<11:30:16, 4.03s/it] 49%|████▊ | 9721/20000 [11:59:32<11:02:37, 3.87s/it] 49%|████▊ | 9722/20000 [11:59:36<10:38:57, 3.73s/it] 49%|████▊ | 9723/20000 [11:59:39<10:15:42, 3.59s/it] 49%|████▊ | 9724/20000 [11:59:42<9:55:04, 3.47s/it] 49%|████▊ | 9725/20000 [11:59:45<9:29:09, 3.32s/it] 49%|████▊ | 9726/20000 [11:59:48<9:02:18, 3.17s/it] 49%|████▊ | 9727/20000 [11:59:51<8:33:34, 3.00s/it] 49%|████▊ | 9728/20000 [11:59:53<7:59:00, 2.80s/it] 49%|████▊ | 9729/20000 [11:59:55<7:02:21, 2.47s/it] 49%|████▊ | 9730/20000 [12:00:02<11:37:34, 4.08s/it] 49%|████▊ | 9731/20000 [12:00:08<13:09:58, 4.62s/it] 49%|████▊ | 9732/20000 [12:00:14<13:48:19, 4.84s/it] 49%|████▊ | 9733/20000 [12:00:19<13:54:17, 4.88s/it] 49%|████▊ | 9734/20000 [12:00:23<13:42:23, 4.81s/it] 49%|████▊ | 9735/20000 [12:00:28<13:23:24, 4.70s/it] 49%|████▊ | 9736/20000 [12:00:32<12:59:16, 4.56s/it] 49%|████▊ | 9737/20000 [12:00:36<12:30:03, 4.39s/it] 49%|████▊ | 9738/20000 [12:00:40<12:03:07, 4.23s/it] 49%|████▊ | 9739/20000 [12:00:44<11:36:34, 4.07s/it] 49%|████▊ | 9740/20000 [12:00:47<11:09:52, 3.92s/it] 49%|████▊ | 9741/20000 [12:00:51<10:46:15, 3.78s/it] 49%|████▊ | 9742/20000 [12:00:54<10:22:10, 3.64s/it] 49%|████▊ | 9743/20000 [12:00:57<9:59:39, 3.51s/it] 49%|████▊ | 9744/20000 [12:01:00<9:37:08, 3.38s/it] 49%|████▊ | 9745/20000 [12:01:03<9:07:30, 3.20s/it] 49%|████▊ | 9746/20000 [12:01:06<8:36:53, 3.02s/it] 49%|████▊ | 9747/20000 [12:01:08<8:03:24, 2.83s/it] 49%|████▊ | 9748/20000 [12:01:10<7:11:03, 2.52s/it] 49%|████▊ | 9749/20000 [12:01:15<9:26:41, 3.32s/it] 49%|████▉ | 9750/20000 [12:01:18<8:53:43, 3.12s/it] 49%|████▉ | 9751/20000 [12:01:27<14:08:22, 4.97s/it] 49%|████▉ | 9752/20000 [12:01:33<14:55:39, 5.24s/it] 49%|████▉ | 9753/20000 [12:01:38<14:56:43, 5.25s/it] 49%|████▉ | 9754/20000 [12:01:43<14:35:36, 5.13s/it] 49%|████▉ | 9755/20000 [12:01:47<14:09:30, 4.98s/it] 49%|████▉ | 9756/20000 [12:01:52<13:40:23, 4.81s/it] 49%|████▉ | 9757/20000 [12:01:56<13:06:52, 4.61s/it] 49%|████▉ | 9758/20000 [12:02:00<12:35:49, 4.43s/it] 49%|████▉ | 9759/20000 [12:02:04<12:06:15, 4.25s/it] 49%|████▉ | 9760/20000 [12:02:07<11:34:57, 4.07s/it] 49%|████▉ | 9761/20000 [12:02:11<11:05:59, 3.90s/it] 49%|████▉ | 9762/20000 [12:02:14<10:39:33, 3.75s/it] 49%|████▉ | 9763/20000 [12:02:18<10:15:34, 3.61s/it] 49%|████▉ | 9764/20000 [12:02:21<9:53:15, 3.48s/it] 49%|████▉ | 9765/20000 [12:02:24<9:31:58, 3.35s/it] 49%|████▉ | 9766/20000 [12:02:27<9:02:07, 3.18s/it] 49%|████▉ | 9767/20000 [12:02:29<8:31:38, 3.00s/it] 49%|████▉ | 9768/20000 [12:02:32<7:56:25, 2.79s/it] 49%|████▉ | 9769/20000 [12:02:33<7:01:45, 2.47s/it] 49%|████▉ | 9770/20000 [12:02:42<12:00:08, 4.22s/it] 49%|████▉ | 9771/20000 [12:02:47<13:20:55, 4.70s/it] 49%|████▉ | 9772/20000 [12:02:53<13:44:25, 4.84s/it] 49%|████▉ | 9773/20000 [12:02:57<13:41:34, 4.82s/it] 49%|████▉ | 9774/20000 [12:03:02<13:29:05, 4.75s/it] 49%|████▉ | 9775/20000 [12:03:06<13:07:02, 4.62s/it] 49%|████▉ | 9776/20000 [12:03:10<12:39:59, 4.46s/it] 49%|████▉ | 9777/20000 [12:03:14<12:12:51, 4.30s/it] 49%|████▉ | 9778/20000 [12:03:18<11:46:56, 4.15s/it] 49%|████▉ | 9779/20000 [12:03:22<11:21:23, 4.00s/it] 49%|████▉ | 9780/20000 [12:03:25<10:55:42, 3.85s/it] 49%|████▉ | 9781/20000 [12:03:29<10:32:31, 3.71s/it] 49%|████▉ | 9782/20000 [12:03:32<10:09:06, 3.58s/it] 49%|████▉ | 9783/20000 [12:03:35<9:45:30, 3.44s/it] 49%|████▉ | 9784/20000 [12:03:38<9:19:10, 3.28s/it] 49%|████▉ | 9785/20000 [12:03:41<8:55:34, 3.15s/it] 49%|████▉ | 9786/20000 [12:03:43<8:28:38, 2.99s/it] 49%|████▉ | 9787/20000 [12:03:46<7:58:07, 2.81s/it] 49%|████▉ | 9788/20000 [12:03:48<7:06:51, 2.51s/it] 49%|████▉ | 9789/20000 [12:03:56<11:47:27, 4.16s/it] 49%|████▉ | 9790/20000 [12:04:01<13:14:09, 4.67s/it] 49%|████▉ | 9791/20000 [12:04:07<13:42:07, 4.83s/it] 49%|████▉ | 9792/20000 [12:04:11<13:41:04, 4.83s/it] 49%|████▉ | 9793/20000 [12:04:16<13:23:36, 4.72s/it] 49%|████▉ | 9794/20000 [12:04:20<13:02:59, 4.60s/it] 49%|████▉ | 9795/20000 [12:04:24<12:35:44, 4.44s/it] 49%|████▉ | 9796/20000 [12:04:28<12:10:34, 4.30s/it] 49%|████▉ | 9797/20000 [12:04:32<11:45:41, 4.15s/it] 49%|████▉ | 9798/20000 [12:04:36<11:18:26, 3.99s/it] 49%|████▉ | 9799/20000 [12:04:39<10:54:55, 3.85s/it] 49%|████▉ | 9800/20000 [12:04:43<10:31:06, 3.71s/it] 49%|████▉ | 9801/20000 [12:04:46<10:07:36, 3.57s/it] 49%|████▉ | 9802/20000 [12:04:49<9:45:20, 3.44s/it] 49%|████▉ | 9803/20000 [12:04:52<9:19:58, 3.29s/it] 49%|████▉ | 9804/20000 [12:04:55<8:53:48, 3.14s/it] 49%|████▉ | 9805/20000 [12:04:57<8:24:31, 2.97s/it] 49%|████▉ | 9806/20000 [12:05:00<7:51:06, 2.77s/it] 49%|████▉ | 9807/20000 [12:05:01<6:55:48, 2.45s/it] 49%|████▉ | 9808/20000 [12:05:10<11:51:38, 4.19s/it] 49%|████▉ | 9809/20000 [12:05:16<13:31:38, 4.78s/it] 49%|████▉ | 9810/20000 [12:05:21<14:01:04, 4.95s/it] 49%|████▉ | 9811/20000 [12:05:26<13:55:09, 4.92s/it] 49%|████▉ | 9812/20000 [12:05:30<13:36:36, 4.81s/it] 49%|████▉ | 9813/20000 [12:05:35<13:15:29, 4.69s/it] 49%|████▉ | 9814/20000 [12:05:39<12:47:10, 4.52s/it] 49%|████▉ | 9815/20000 [12:05:43<12:18:43, 4.35s/it] 49%|████▉ | 9816/20000 [12:05:47<11:50:11, 4.18s/it] 49%|████▉ | 9817/20000 [12:05:50<11:24:12, 4.03s/it] 49%|████▉ | 9818/20000 [12:05:54<10:56:09, 3.87s/it] 49%|████▉ | 9819/20000 [12:05:57<10:30:29, 3.72s/it] 49%|████▉ | 9820/20000 [12:06:00<10:06:00, 3.57s/it] 49%|████▉ | 9821/20000 [12:06:04<9:42:43, 3.43s/it] 49%|████▉ | 9822/20000 [12:06:07<9:18:17, 3.29s/it] 49%|████▉ | 9823/20000 [12:06:09<8:56:02, 3.16s/it] 49%|████▉ | 9824/20000 [12:06:12<8:26:48, 2.99s/it] 49%|████▉ | 9825/20000 [12:06:14<7:53:21, 2.79s/it] 49%|████▉ | 9826/20000 [12:06:16<7:01:09, 2.48s/it] 49%|████▉ | 9827/20000 [12:06:21<9:15:48, 3.28s/it] 49%|████▉ | 9828/20000 [12:06:24<8:39:29, 3.06s/it] 49%|████▉ | 9829/20000 [12:06:33<13:59:13, 4.95s/it] 49%|████▉ | 9830/20000 [12:06:39<14:48:01, 5.24s/it] 49%|████▉ | 9831/20000 [12:06:44<14:53:34, 5.27s/it] 49%|████▉ | 9832/20000 [12:06:49<14:31:34, 5.14s/it] 49%|████▉ | 9833/20000 [12:06:54<14:07:02, 5.00s/it] 49%|████▉ | 9834/20000 [12:06:58<13:38:19, 4.83s/it] 49%|████▉ | 9835/20000 [12:07:03<13:04:24, 4.63s/it] 49%|████▉ | 9836/20000 [12:07:07<12:31:49, 4.44s/it] 49%|████▉ | 9837/20000 [12:07:10<12:03:41, 4.27s/it] 49%|████▉ | 9838/20000 [12:07:14<11:34:37, 4.10s/it] 49%|████▉ | 9839/20000 [12:07:18<11:04:46, 3.93s/it] 49%|████▉ | 9840/20000 [12:07:21<10:38:49, 3.77s/it] 49%|████▉ | 9841/20000 [12:07:24<10:12:42, 3.62s/it] 49%|████▉ | 9842/20000 [12:07:27<9:48:08, 3.47s/it] 49%|████▉ | 9843/20000 [12:07:30<9:20:23, 3.31s/it] 49%|████▉ | 9844/20000 [12:07:33<8:54:01, 3.15s/it] 49%|████▉ | 9845/20000 [12:07:36<8:24:38, 2.98s/it] 49%|████▉ | 9846/20000 [12:07:38<7:51:09, 2.78s/it] 49%|████▉ | 9847/20000 [12:07:40<7:01:14, 2.49s/it] 49%|████▉ | 9848/20000 [12:07:48<11:48:18, 4.19s/it] 49%|████▉ | 9849/20000 [12:07:54<13:21:21, 4.74s/it] 49%|████▉ | 9850/20000 [12:07:59<13:51:34, 4.92s/it] 49%|████▉ | 9851/20000 [12:08:04<13:47:00, 4.89s/it] 49%|████▉ | 9852/20000 [12:08:09<13:30:50, 4.79s/it] 49%|████▉ | 9853/20000 [12:08:13<13:10:57, 4.68s/it] 49%|████▉ | 9854/20000 [12:08:17<12:43:23, 4.51s/it] 49%|████▉ | 9855/20000 [12:08:21<12:16:24, 4.36s/it] 49%|████▉ | 9856/20000 [12:08:25<11:53:04, 4.22s/it] 49%|████▉ | 9857/20000 [12:08:29<11:25:34, 4.06s/it] 49%|████▉ | 9858/20000 [12:08:32<10:56:31, 3.88s/it] 49%|████▉ | 9859/20000 [12:08:36<10:32:23, 3.74s/it] 49%|████▉ | 9860/20000 [12:08:39<10:10:23, 3.61s/it] 49%|████▉ | 9861/20000 [12:08:42<9:48:43, 3.48s/it] 49%|████▉ | 9862/20000 [12:08:45<9:25:16, 3.35s/it] 49%|████▉ | 9863/20000 [12:08:48<9:00:48, 3.20s/it] 49%|████▉ | 9864/20000 [12:08:51<8:34:03, 3.04s/it] 49%|████▉ | 9865/20000 [12:08:53<8:00:56, 2.85s/it] 49%|████▉ | 9866/20000 [12:08:55<7:07:22, 2.53s/it] 49%|████▉ | 9867/20000 [12:09:03<11:46:38, 4.18s/it] 49%|████▉ | 9868/20000 [12:09:09<13:16:16, 4.72s/it] 49%|████▉ | 9869/20000 [12:09:14<13:47:13, 4.90s/it] 49%|████▉ | 9870/20000 [12:09:19<13:49:05, 4.91s/it] 49%|████▉ | 9871/20000 [12:09:24<13:36:29, 4.84s/it] 49%|████▉ | 9872/20000 [12:09:28<13:12:29, 4.69s/it] 49%|████▉ | 9873/20000 [12:09:32<12:43:13, 4.52s/it] 49%|████▉ | 9874/20000 [12:09:36<12:17:52, 4.37s/it] 49%|████▉ | 9875/20000 [12:09:40<11:52:50, 4.22s/it] 49%|████▉ | 9876/20000 [12:09:44<11:32:03, 4.10s/it] 49%|████▉ | 9877/20000 [12:09:48<11:10:19, 3.97s/it] 49%|████▉ | 9878/20000 [12:09:51<10:50:52, 3.86s/it] 49%|████▉ | 9879/20000 [12:09:55<10:29:06, 3.73s/it] 49%|████▉ | 9880/20000 [12:09:58<10:08:21, 3.61s/it] 49%|████▉ | 9881/20000 [12:10:01<9:42:39, 3.45s/it] 49%|████▉ | 9882/20000 [12:10:04<9:17:39, 3.31s/it] 49%|████▉ | 9883/20000 [12:10:07<8:45:30, 3.12s/it] 49%|████▉ | 9884/20000 [12:10:09<8:08:22, 2.90s/it] 49%|████▉ | 9885/20000 [12:10:11<7:07:37, 2.54s/it] 49%|████▉ | 9886/20000 [12:10:20<12:44:16, 4.53s/it] 49%|████▉ | 9887/20000 [12:10:26<14:16:22, 5.08s/it] 49%|████▉ | 9888/20000 [12:10:32<14:41:47, 5.23s/it] 49%|████▉ | 9889/20000 [12:10:37<14:35:49, 5.20s/it] 49%|████▉ | 9890/20000 [12:10:42<14:16:36, 5.08s/it] 49%|████▉ | 9891/20000 [12:10:46<13:44:34, 4.89s/it] 49%|████▉ | 9892/20000 [12:10:51<13:09:46, 4.69s/it] 49%|████▉ | 9893/20000 [12:10:55<12:39:21, 4.51s/it] 49%|████▉ | 9894/20000 [12:10:59<12:10:53, 4.34s/it] 49%|████▉ | 9895/20000 [12:11:02<11:39:40, 4.15s/it] 49%|████▉ | 9896/20000 [12:11:06<11:14:11, 4.00s/it] 49%|████▉ | 9897/20000 [12:11:10<10:46:30, 3.84s/it] 49%|████▉ | 9898/20000 [12:11:13<10:21:40, 3.69s/it] 49%|████▉ | 9899/20000 [12:11:16<9:55:33, 3.54s/it] 50%|████▉ | 9900/20000 [12:11:19<9:28:23, 3.38s/it] 50%|████▉ | 9901/20000 [12:11:22<9:02:13, 3.22s/it] 50%|████▉ | 9902/20000 [12:11:25<8:34:11, 3.06s/it] 50%|████▉ | 9903/20000 [12:11:27<8:01:09, 2.86s/it] 50%|████▉ | 9904/20000 [12:11:29<7:10:18, 2.56s/it] 50%|████▉ | 9905/20000 [12:11:34<9:20:38, 3.33s/it] 50%|████▉ | 9906/20000 [12:11:37<8:55:07, 3.18s/it] 50%|████▉ | 9907/20000 [12:11:47<14:27:01, 5.15s/it] 50%|████▉ | 9908/20000 [12:11:53<15:23:47, 5.49s/it] 50%|████▉ | 9909/20000 [12:11:58<15:27:34, 5.52s/it] 50%|████▉ | 9910/20000 [12:12:04<15:06:42, 5.39s/it] 50%|████▉ | 9911/20000 [12:12:08<14:39:31, 5.23s/it] 50%|████▉ | 9912/20000 [12:12:13<14:08:19, 5.05s/it] 50%|████▉ | 9913/20000 [12:12:18<13:52:16, 4.95s/it] 50%|████▉ | 9914/20000 [12:12:22<13:17:47, 4.75s/it] 50%|████▉ | 9915/20000 [12:12:26<12:43:01, 4.54s/it] 50%|████▉ | 9916/20000 [12:12:30<12:12:07, 4.36s/it] 50%|████▉ | 9917/20000 [12:12:34<11:39:10, 4.16s/it] 50%|████▉ | 9918/20000 [12:12:37<11:07:58, 3.98s/it] 50%|████▉ | 9919/20000 [12:12:41<10:39:48, 3.81s/it] 50%|████▉ | 9920/20000 [12:12:44<10:23:17, 3.71s/it] 50%|████▉ | 9921/20000 [12:12:47<9:52:02, 3.52s/it] 50%|████▉ | 9922/20000 [12:12:50<9:17:36, 3.32s/it] 50%|████▉ | 9923/20000 [12:12:53<8:40:07, 3.10s/it] 50%|████▉ | 9924/20000 [12:12:55<8:01:50, 2.87s/it] 50%|████▉ | 9925/20000 [12:12:57<7:06:47, 2.54s/it] 50%|████▉ | 9926/20000 [12:13:05<11:59:17, 4.28s/it] 50%|████▉ | 9927/20000 [12:13:11<13:20:49, 4.77s/it] 50%|████▉ | 9928/20000 [12:13:16<13:47:34, 4.93s/it] 50%|████▉ | 9929/20000 [12:13:21<13:53:15, 4.96s/it] 50%|████▉ | 9930/20000 [12:13:26<13:43:23, 4.91s/it] 50%|████▉ | 9931/20000 [12:13:31<13:25:56, 4.80s/it] 50%|████▉ | 9932/20000 [12:13:35<13:00:27, 4.65s/it] 50%|████▉ | 9933/20000 [12:13:39<12:29:55, 4.47s/it] 50%|████▉ | 9934/20000 [12:13:43<11:55:21, 4.26s/it] 50%|████▉ | 9935/20000 [12:13:46<11:23:59, 4.08s/it] 50%|████▉ | 9936/20000 [12:13:50<10:56:15, 3.91s/it] 50%|████▉ | 9937/20000 [12:13:53<10:29:54, 3.76s/it] 50%|████▉ | 9938/20000 [12:13:57<10:05:07, 3.61s/it] 50%|████▉ | 9939/20000 [12:14:00<9:42:19, 3.47s/it] 50%|████▉ | 9940/20000 [12:14:03<9:20:44, 3.34s/it] 50%|████▉ | 9941/20000 [12:14:06<8:57:14, 3.20s/it] 50%|████▉ | 9942/20000 [12:14:08<8:34:28, 3.07s/it] 50%|████▉ | 9943/20000 [12:14:11<8:03:31, 2.88s/it] 50%|████▉ | 9944/20000 [12:14:13<7:09:39, 2.56s/it] 50%|████▉ | 9945/20000 [12:14:21<11:37:40, 4.16s/it] 50%|████▉ | 9946/20000 [12:14:26<13:03:35, 4.68s/it] 50%|████▉ | 9947/20000 [12:14:32<13:32:31, 4.85s/it] 50%|████▉ | 9948/20000 [12:14:37<13:33:28, 4.86s/it] 50%|████▉ | 9949/20000 [12:14:41<13:15:51, 4.75s/it] 50%|████▉ | 9950/20000 [12:14:45<12:54:01, 4.62s/it] 50%|████▉ | 9951/20000 [12:14:50<12:31:00, 4.48s/it] 50%|████▉ | 9952/20000 [12:14:54<12:11:33, 4.37s/it] 50%|████▉ | 9953/20000 [12:14:58<11:46:06, 4.22s/it] 50%|████▉ | 9954/20000 [12:15:01<11:19:39, 4.06s/it] 50%|████▉ | 9955/20000 [12:15:05<10:53:11, 3.90s/it] 50%|████▉ | 9956/20000 [12:15:08<10:27:45, 3.75s/it] 50%|████▉ | 9957/20000 [12:15:11<10:04:12, 3.61s/it] 50%|████▉ | 9958/20000 [12:15:15<9:40:31, 3.47s/it] 50%|████▉ | 9959/20000 [12:15:18<9:13:03, 3.30s/it] 50%|████▉ | 9960/20000 [12:15:20<8:46:41, 3.15s/it] 50%|████▉ | 9961/20000 [12:15:23<8:14:55, 2.96s/it] 50%|████▉ | 9962/20000 [12:15:25<7:40:44, 2.75s/it] 50%|████▉ | 9963/20000 [12:15:27<6:47:55, 2.44s/it] 50%|████▉ | 9964/20000 [12:15:35<11:45:09, 4.22s/it] 50%|████▉ | 9965/20000 [12:15:41<13:22:21, 4.80s/it] 50%|████▉ | 9966/20000 [12:15:47<13:56:15, 5.00s/it] 50%|████▉ | 9967/20000 [12:15:52<13:55:46, 5.00s/it] 50%|████▉ | 9968/20000 [12:15:57<13:45:16, 4.94s/it] 50%|████▉ | 9969/20000 [12:16:01<13:25:00, 4.82s/it] 50%|████▉ | 9970/20000 [12:16:05<12:55:05, 4.64s/it] 50%|████▉ | 9971/20000 [12:16:09<12:20:14, 4.43s/it] 50%|████▉ | 9972/20000 [12:16:13<11:50:12, 4.25s/it] 50%|████▉ | 9973/20000 [12:16:17<11:20:21, 4.07s/it] 50%|████▉ | 9974/20000 [12:16:20<10:52:17, 3.90s/it] 50%|████▉ | 9975/20000 [12:16:24<10:25:54, 3.75s/it] 50%|████▉ | 9976/20000 [12:16:27<10:01:23, 3.60s/it] 50%|████▉ | 9977/20000 [12:16:30<9:40:20, 3.47s/it] 50%|████▉ | 9978/20000 [12:16:33<9:13:46, 3.32s/it] 50%|████▉ | 9979/20000 [12:16:36<8:48:19, 3.16s/it] 50%|████▉ | 9980/20000 [12:16:38<8:19:53, 2.99s/it] 50%|████▉ | 9981/20000 [12:16:41<7:45:04, 2.79s/it] 50%|████▉ | 9982/20000 [12:16:42<6:49:53, 2.45s/it] 50%|████▉ | 9983/20000 [12:16:48<9:14:29, 3.32s/it] 50%|████▉ | 9984/20000 [12:16:51<8:55:19, 3.21s/it] 50%|████▉ | 9985/20000 [12:17:00<13:59:32, 5.03s/it] 50%|████▉ | 9986/20000 [12:17:06<14:39:46, 5.27s/it] 50%|████▉ | 9987/20000 [12:17:11<14:35:48, 5.25s/it] 50%|████▉ | 9988/20000 [12:17:16<14:13:20, 5.11s/it] 50%|████▉ | 9989/20000 [12:17:20<13:47:59, 4.96s/it] 50%|████▉ | 9990/20000 [12:17:25<13:25:55, 4.83s/it] 50%|████▉ | 9991/20000 [12:17:29<13:05:06, 4.71s/it] 50%|████▉ | 9992/20000 [12:17:34<12:44:25, 4.58s/it] 50%|████▉ | 9993/20000 [12:17:38<12:07:00, 4.36s/it] 50%|████▉ | 9994/20000 [12:17:41<11:31:03, 4.14s/it] 50%|████▉ | 9995/20000 [12:17:45<11:01:08, 3.96s/it] 50%|████▉ | 9996/20000 [12:17:48<10:31:13, 3.79s/it] 50%|████▉ | 9997/20000 [12:17:51<10:03:32, 3.62s/it] 50%|████▉ | 9998/20000 [12:17:54<9:40:23, 3.48s/it] 50%|████▉ | 9999/20000 [12:17:57<9:14:04, 3.32s/it] 50%|█████ | 10000/20000 [12:18:00<8:46:21, 3.16s/it] 50%|█████ | 10000/20000 [12:18:00<8:46:21, 3.16s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.08535169810056686, 'eval_wer': 0.06752326096588392, 'eval_runtime': 63.7326, 'eval_samples_per_second': 29.137, 'eval_steps_per_second': 1.224, 'epoch': 121.79} {'loss': 0.0084, 'learning_rate': 0.00025643589743589747, 'epoch': 128.21} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:24, 3.15it/s][A 4%|▍ | 3/78 [00:01<00:33, 2.26it/s][A 5%|▌ | 4/78 [00:01<00:37, 1.96it/s][A 6%|▋ | 5/78 [00:02<00:41, 1.75it/s][A 8%|▊ | 6/78 [00:03<00:47, 1.52it/s][A 9%|▉ | 7/78 [00:04<00:52, 1.36it/s][A 10%|█ | 8/78 [00:05<00:56, 1.25it/s][A 12%|█▏ | 9/78 [00:06<00:57, 1.20it/s][A 13%|█▎ | 10/78 [00:06<00:56, 1.21it/s][A 14%|█▍ | 11/78 [00:07<00:53, 1.25it/s][A 15%|█▌ | 12/78 [00:08<00:50, 1.30it/s][A 17%|█▋ | 13/78 [00:09<00:47, 1.37it/s][A 18%|█▊ | 14/78 [00:09<00:48, 1.32it/s][A 19%|█▉ | 15/78 [00:10<00:49, 1.27it/s][A 21%|██ | 16/78 [00:11<00:50, 1.22it/s][A 22%|██▏ | 17/78 [00:12<00:49, 1.22it/s][A 23%|██▎ | 18/78 [00:13<00:52, 1.13it/s][A 24%|██▍ | 19/78 [00:14<00:50, 1.16it/s][A 26%|██▌ | 20/78 [00:14<00:46, 1.26it/s][A 27%|██▋ | 21/78 [00:15<00:46, 1.22it/s][A 28%|██▊ | 22/78 [00:16<00:43, 1.28it/s][A 29%|██▉ | 23/78 [00:17<00:41, 1.33it/s][A 31%|███ | 24/78 [00:17<00:41, 1.31it/s][A 32%|███▏ | 25/78 [00:18<00:39, 1.35it/s][A 33%|███▎ | 26/78 [00:19<00:37, 1.39it/s][A 35%|███▍ | 27/78 [00:20<00:36, 1.39it/s][A 36%|███▌ | 28/78 [00:20<00:36, 1.36it/s][A 37%|███▋ | 29/78 [00:21<00:34, 1.44it/s][A 38%|███▊ | 30/78 [00:22<00:35, 1.34it/s][A 40%|███▉ | 31/78 [00:22<00:33, 1.40it/s][A 41%|████ | 32/78 [00:23<00:32, 1.42it/s][A 42%|████▏ | 33/78 [00:24<00:31, 1.45it/s][A 44%|████▎ | 34/78 [00:24<00:29, 1.49it/s][A 45%|████▍ | 35/78 [00:25<00:28, 1.53it/s][A 46%|████▌ | 36/78 [00:26<00:27, 1.53it/s][A 47%|████▋ | 37/78 [00:26<00:28, 1.46it/s][A 49%|████▊ | 38/78 [00:27<00:28, 1.42it/s][A 50%|█████ | 39/78 [00:28<00:31, 1.26it/s][A 51%|█████▏ | 40/78 [00:29<00:30, 1.23it/s][A 53%|█████▎ | 41/78 [00:30<00:33, 1.12it/s][A 54%|█████▍ | 42/78 [00:31<00:31, 1.16it/s][A 55%|█████▌ | 43/78 [00:32<00:30, 1.15it/s][A 56%|█████▋ | 44/78 [00:33<00:29, 1.15it/s][A 58%|█████▊ | 45/78 [00:33<00:27, 1.19it/s][A 59%|█████▉ | 46/78 [00:35<00:30, 1.03it/s][A 60%|██████ | 47/78 [00:35<00:27, 1.14it/s][A 62%|██████▏ | 48/78 [00:36<00:24, 1.22it/s][A 63%|██████▎ | 49/78 [00:37<00:21, 1.32it/s][A 64%|██████▍ | 50/78 [00:37<00:20, 1.34it/s][A 65%|██████▌ | 51/78 [00:38<00:18, 1.43it/s][A 67%|██████▋ | 52/78 [00:39<00:17, 1.45it/s][A 68%|██████▊ | 53/78 [00:39<00:17, 1.46it/s][A 69%|██████▉ | 54/78 [00:40<00:17, 1.38it/s][A 71%|███████ | 55/78 [00:41<00:17, 1.34it/s][A 72%|███████▏ | 56/78 [00:42<00:16, 1.33it/s][A 73%|███████▎ | 57/78 [00:43<00:18, 1.12it/s][A 74%|███████▍ | 58/78 [00:44<00:17, 1.13it/s][A 76%|███████▌ | 59/78 [00:45<00:17, 1.10it/s][A 77%|███████▋ | 60/78 [00:45<00:15, 1.16it/s][A 78%|███████▊ | 61/78 [00:46<00:14, 1.19it/s][A 79%|███████▉ | 62/78 [00:47<00:13, 1.21it/s][A 81%|████████ | 63/78 [00:48<00:12, 1.22it/s][A 82%|████████▏ | 64/78 [00:49<00:11, 1.22it/s][A 83%|████████▎ | 65/78 [00:49<00:10, 1.24it/s][A 85%|████████▍ | 66/78 [00:50<00:09, 1.27it/s][A 86%|████████▌ | 67/78 [00:51<00:08, 1.26it/s][A 87%|████████▋ | 68/78 [00:52<00:07, 1.26it/s][A 88%|████████▊ | 69/78 [00:53<00:07, 1.28it/s][A 90%|████████▉ | 70/78 [00:53<00:06, 1.21it/s][A 91%|█████████ | 71/78 [00:54<00:05, 1.27it/s][A 92%|█████████▏| 72/78 [00:55<00:04, 1.29it/s][A 94%|█████████▎| 73/78 [00:56<00:03, 1.27it/s][A 95%|█████████▍| 74/78 [00:57<00:03, 1.27it/s][A 96%|█████████▌| 75/78 [00:57<00:02, 1.28it/s][A 97%|█████████▋| 76/78 [00:58<00:01, 1.27it/s][A 99%|█████████▊| 77/78 [00:59<00:00, 1.32it/s][A 100%|██████████| 78/78 [00:59<00:00, 1.65it/s][A [A 50%|█████ | 10000/20000 [12:19:02<8:46:21, 3.16s/it] 100%|██████████| 78/78 [01:00<00:00, 1.65it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-10000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-10000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-10000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-10000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-9500] due to args.save_total_limit 50%|█████ | 10001/20000 [12:19:17<69:55:25, 25.18s/it] 50%|█████ | 10002/20000 [12:19:19<50:53:45, 18.33s/it] 50%|█████ | 10003/20000 [12:19:21<37:05:23, 13.36s/it] 50%|█████ | 10004/20000 [12:19:29<32:22:47, 11.66s/it] 50%|█████ | 10005/20000 [12:19:34<27:23:57, 9.87s/it] 50%|█████ | 10006/20000 [12:19:39<23:28:10, 8.45s/it] 50%|█████ | 10007/20000 [12:19:44<20:23:41, 7.35s/it] 50%|█████ | 10008/20000 [12:19:49<18:03:06, 6.50s/it] 50%|█████ | 10009/20000 [12:19:53<16:17:32, 5.87s/it] 50%|█████ | 10010/20000 [12:19:57<14:48:56, 5.34s/it] 50%|█████ | 10011/20000 [12:20:01<13:37:26, 4.91s/it] 50%|█████ | 10012/20000 [12:20:05<12:39:18, 4.56s/it] 50%|█████ | 10013/20000 [12:20:08<11:48:11, 4.25s/it] 50%|█████ | 10014/20000 [12:20:12<11:06:50, 4.01s/it] 50%|█████ | 10015/20000 [12:20:15<10:32:15, 3.80s/it] 50%|█████ | 10016/20000 [12:20:18<10:02:08, 3.62s/it] 50%|█████ | 10017/20000 [12:20:21<9:33:26, 3.45s/it] 50%|█████ | 10018/20000 [12:20:24<9:04:31, 3.27s/it] 50%|█████ | 10019/20000 [12:20:27<8:37:48, 3.11s/it] 50%|█████ | 10020/20000 [12:20:30<8:09:52, 2.95s/it] 50%|█████ | 10021/20000 [12:20:32<7:40:16, 2.77s/it] 50%|█████ | 10022/20000 [12:20:34<6:46:51, 2.45s/it] 50%|█████ | 10023/20000 [12:20:42<11:26:23, 4.13s/it] 50%|█████ | 10024/20000 [12:20:48<13:00:56, 4.70s/it] 50%|█████ | 10025/20000 [12:20:53<13:29:13, 4.87s/it] 50%|█████ | 10026/20000 [12:20:58<13:29:12, 4.87s/it] 50%|█████ | 10027/20000 [12:21:02<13:15:36, 4.79s/it] 50%|█████ | 10028/20000 [12:21:07<12:52:36, 4.65s/it] 50%|█████ | 10029/20000 [12:21:11<12:25:56, 4.49s/it] 50%|█████ | 10030/20000 [12:21:15<11:57:55, 4.32s/it] 50%|█████ | 10031/20000 [12:21:19<11:31:30, 4.16s/it] 50%|█████ | 10032/20000 [12:21:22<11:07:53, 4.02s/it] 50%|█████ | 10033/20000 [12:21:26<10:45:43, 3.89s/it] 50%|█████ | 10034/20000 [12:21:29<10:22:18, 3.75s/it] 50%|█████ | 10035/20000 [12:21:33<9:59:07, 3.61s/it] 50%|█████ | 10036/20000 [12:21:36<9:36:20, 3.47s/it] 50%|█████ | 10037/20000 [12:21:39<9:09:34, 3.31s/it] 50%|█████ | 10038/20000 [12:21:41<8:46:24, 3.17s/it] 50%|█████ | 10039/20000 [12:21:44<8:21:05, 3.02s/it] 50%|█████ | 10040/20000 [12:21:46<7:50:00, 2.83s/it] 50%|█████ | 10041/20000 [12:21:48<6:59:34, 2.53s/it] 50%|█████ | 10042/20000 [12:21:57<11:51:14, 4.29s/it] 50%|█████ | 10043/20000 [12:22:03<13:22:33, 4.84s/it] 50%|█████ | 10044/20000 [12:22:08<13:54:55, 5.03s/it] 50%|█████ | 10045/20000 [12:22:13<13:59:12, 5.06s/it] 50%|█████ | 10046/20000 [12:22:18<13:45:21, 4.98s/it] 50%|█████ | 10047/20000 [12:22:23<13:28:17, 4.87s/it] 50%|█████ | 10048/20000 [12:22:27<12:58:45, 4.70s/it] 50%|█████ | 10049/20000 [12:22:31<12:29:28, 4.52s/it] 50%|█████ | 10050/20000 [12:22:35<12:06:42, 4.38s/it] 50%|█████ | 10051/20000 [12:22:39<11:40:18, 4.22s/it] 50%|█████ | 10052/20000 [12:22:43<11:12:10, 4.05s/it] 50%|█████ | 10053/20000 [12:22:46<10:44:40, 3.89s/it] 50%|█████ | 10054/20000 [12:22:50<10:20:37, 3.74s/it] 50%|█████ | 10055/20000 [12:22:53<9:57:53, 3.61s/it] 50%|█████ | 10056/20000 [12:22:56<9:33:05, 3.46s/it] 50%|█████ | 10057/20000 [12:22:59<8:59:34, 3.26s/it] 50%|█████ | 10058/20000 [12:23:01<8:25:52, 3.05s/it] 50%|█████ | 10059/20000 [12:23:04<7:50:23, 2.84s/it] 50%|█████ | 10060/20000 [12:23:06<6:57:53, 2.52s/it] 50%|█████ | 10061/20000 [12:23:11<9:23:39, 3.40s/it] 50%|█████ | 10062/20000 [12:23:14<8:54:30, 3.23s/it] 50%|█████ | 10063/20000 [12:23:23<13:52:12, 5.02s/it] 50%|█████ | 10064/20000 [12:23:29<14:35:15, 5.29s/it] 50%|█████ | 10065/20000 [12:23:34<14:33:35, 5.28s/it] 50%|█████ | 10066/20000 [12:23:39<14:11:02, 5.14s/it] 50%|█████ | 10067/20000 [12:23:44<13:43:50, 4.98s/it] 50%|█████ | 10068/20000 [12:23:48<13:11:54, 4.78s/it] 50%|█████ | 10069/20000 [12:23:52<12:38:53, 4.58s/it] 50%|█████ | 10070/20000 [12:23:56<12:08:14, 4.40s/it] 50%|█████ | 10071/20000 [12:24:00<11:39:41, 4.23s/it] 50%|█████ | 10072/20000 [12:24:04<11:12:13, 4.06s/it] 50%|█████ | 10073/20000 [12:24:07<10:46:07, 3.91s/it] 50%|█████ | 10074/20000 [12:24:11<10:21:37, 3.76s/it] 50%|█████ | 10075/20000 [12:24:14<9:57:49, 3.61s/it] 50%|█████ | 10076/20000 [12:24:17<9:35:35, 3.48s/it] 50%|█████ | 10077/20000 [12:24:20<9:08:23, 3.32s/it] 50%|█████ | 10078/20000 [12:24:23<8:42:00, 3.16s/it] 50%|█████ | 10079/20000 [12:24:25<8:14:13, 2.99s/it] 50%|█████ | 10080/20000 [12:24:28<7:41:04, 2.79s/it] 50%|█████ | 10081/20000 [12:24:29<6:46:30, 2.46s/it] 50%|█████ | 10082/20000 [12:24:37<11:19:29, 4.11s/it] 50%|█████ | 10083/20000 [12:24:43<12:46:11, 4.64s/it] 50%|█████ | 10084/20000 [12:24:48<13:17:25, 4.83s/it] 50%|█████ | 10085/20000 [12:24:53<13:16:16, 4.82s/it] 50%|█████ | 10086/20000 [12:24:58<13:02:33, 4.74s/it] 50%|█████ | 10087/20000 [12:25:02<12:43:02, 4.62s/it] 50%|█████ | 10088/20000 [12:25:06<12:17:22, 4.46s/it] 50%|█████ | 10089/20000 [12:25:10<11:52:39, 4.31s/it] 50%|█████ | 10090/20000 [12:25:14<11:29:54, 4.18s/it] 50%|█████ | 10091/20000 [12:25:18<11:05:06, 4.03s/it] 50%|█████ | 10092/20000 [12:25:21<10:40:25, 3.88s/it] 50%|█████ | 10093/20000 [12:25:25<10:16:59, 3.74s/it] 50%|█████ | 10094/20000 [12:25:28<9:54:48, 3.60s/it] 50%|█████ | 10095/20000 [12:25:31<9:31:55, 3.46s/it] 50%|█████ | 10096/20000 [12:25:34<9:06:06, 3.31s/it] 50%|█████ | 10097/20000 [12:25:37<8:42:17, 3.16s/it] 50%|█████ | 10098/20000 [12:25:39<8:16:36, 3.01s/it] 50%|█████ | 10099/20000 [12:25:42<7:47:57, 2.84s/it] 50%|█████ | 10100/20000 [12:25:44<7:04:36, 2.57s/it] 51%|█████ | 10101/20000 [12:25:52<11:58:13, 4.35s/it] 51%|█████ | 10102/20000 [12:25:59<13:30:32, 4.91s/it] 51%|█████ | 10103/20000 [12:26:04<13:59:34, 5.09s/it] 51%|█████ | 10104/20000 [12:26:09<13:52:24, 5.05s/it] 51%|█████ | 10105/20000 [12:26:14<13:35:27, 4.94s/it] 51%|█████ | 10106/20000 [12:26:18<13:13:08, 4.81s/it] 51%|█████ | 10107/20000 [12:26:23<12:48:24, 4.66s/it] 51%|█████ | 10108/20000 [12:26:27<12:22:45, 4.51s/it] 51%|█████ | 10109/20000 [12:26:31<11:56:45, 4.35s/it] 51%|█████ | 10110/20000 [12:26:35<11:32:07, 4.20s/it] 51%|█████ | 10111/20000 [12:26:38<11:04:39, 4.03s/it] 51%|█████ | 10112/20000 [12:26:42<10:39:50, 3.88s/it] 51%|█████ | 10113/20000 [12:26:45<10:15:42, 3.74s/it] 51%|█████ | 10114/20000 [12:26:48<9:52:51, 3.60s/it] 51%|█████ | 10115/20000 [12:26:51<9:24:50, 3.43s/it] 51%|█████ | 10116/20000 [12:26:54<8:51:06, 3.22s/it] 51%|█████ | 10117/20000 [12:26:57<8:17:42, 3.02s/it] 51%|█████ | 10118/20000 [12:26:59<7:41:55, 2.80s/it] 51%|█████ | 10119/20000 [12:27:01<6:45:55, 2.46s/it] 51%|█████ | 10120/20000 [12:27:09<11:40:08, 4.25s/it] 51%|█████ | 10121/20000 [12:27:15<13:04:48, 4.77s/it] 51%|█████ | 10122/20000 [12:27:20<13:29:44, 4.92s/it] 51%|█████ | 10123/20000 [12:27:25<13:24:39, 4.89s/it] 51%|█████ | 10124/20000 [12:27:30<13:17:09, 4.84s/it] 51%|█████ | 10125/20000 [12:27:34<12:50:35, 4.68s/it] 51%|█████ | 10126/20000 [12:27:38<12:18:25, 4.49s/it] 51%|█████ | 10127/20000 [12:27:42<11:52:41, 4.33s/it] 51%|█████ | 10128/20000 [12:27:46<11:35:24, 4.23s/it] 51%|█████ | 10129/20000 [12:27:50<11:15:22, 4.11s/it] 51%|█████ | 10130/20000 [12:27:54<10:53:27, 3.97s/it] 51%|█████ | 10131/20000 [12:27:57<10:29:53, 3.83s/it] 51%|█████ | 10132/20000 [12:28:01<10:20:17, 3.77s/it] 51%|█████ | 10133/20000 [12:28:04<9:57:41, 3.63s/it] 51%|█████ | 10134/20000 [12:28:07<9:22:24, 3.42s/it] 51%|█████ | 10135/20000 [12:28:10<8:49:47, 3.22s/it] 51%|█████ | 10136/20000 [12:28:12<8:18:13, 3.03s/it] 51%|█████ | 10137/20000 [12:28:15<7:41:48, 2.81s/it] 51%|█████ | 10138/20000 [12:28:16<6:48:56, 2.49s/it] 51%|█████ | 10139/20000 [12:28:22<9:11:45, 3.36s/it] 51%|█████ | 10140/20000 [12:28:24<8:37:13, 3.15s/it] 51%|█████ | 10141/20000 [12:28:34<13:47:31, 5.04s/it] 51%|█████ | 10142/20000 [12:28:40<14:33:09, 5.31s/it] 51%|█████ | 10143/20000 [12:28:45<14:30:00, 5.30s/it] 51%|█████ | 10144/20000 [12:28:50<14:06:39, 5.15s/it] 51%|█████ | 10145/20000 [12:28:55<13:39:15, 4.99s/it] 51%|█████ | 10146/20000 [12:28:59<13:12:12, 4.82s/it] 51%|█████ | 10147/20000 [12:29:03<12:39:42, 4.63s/it] 51%|█████ | 10148/20000 [12:29:07<12:06:00, 4.42s/it] 51%|█████ | 10149/20000 [12:29:11<11:35:00, 4.23s/it] 51%|█████ | 10150/20000 [12:29:15<11:06:19, 4.06s/it] 51%|█████ | 10151/20000 [12:29:18<10:37:46, 3.89s/it] 51%|█████ | 10152/20000 [12:29:21<10:12:38, 3.73s/it] 51%|█████ | 10153/20000 [12:29:25<9:50:36, 3.60s/it] 51%|█████ | 10154/20000 [12:29:28<9:30:09, 3.47s/it] 51%|█████ | 10155/20000 [12:29:31<9:03:36, 3.31s/it] 51%|█████ | 10156/20000 [12:29:34<8:36:46, 3.15s/it] 51%|█████ | 10157/20000 [12:29:36<8:09:13, 2.98s/it] 51%|█████ | 10158/20000 [12:29:39<7:36:57, 2.79s/it] 51%|█████ | 10159/20000 [12:29:40<6:46:59, 2.48s/it] 51%|█████ | 10160/20000 [12:29:48<10:56:53, 4.01s/it] 51%|█████ | 10161/20000 [12:29:54<12:26:02, 4.55s/it] 51%|█████ | 10162/20000 [12:29:59<12:58:34, 4.75s/it] 51%|█████ | 10163/20000 [12:30:04<13:01:52, 4.77s/it] 51%|█████ | 10164/20000 [12:30:08<12:51:04, 4.70s/it] 51%|█████ | 10165/20000 [12:30:13<12:32:42, 4.59s/it] 51%|█████ | 10166/20000 [12:30:17<12:08:07, 4.44s/it] 51%|█████ | 10167/20000 [12:30:21<11:42:33, 4.29s/it] 51%|█████ | 10168/20000 [12:30:24<11:16:44, 4.13s/it] 51%|█████ | 10169/20000 [12:30:28<10:53:12, 3.99s/it] 51%|█████ | 10170/20000 [12:30:32<10:29:57, 3.85s/it] 51%|█████ | 10171/20000 [12:30:35<10:08:54, 3.72s/it] 51%|█████ | 10172/20000 [12:30:38<9:46:46, 3.58s/it] 51%|█████ | 10173/20000 [12:30:41<9:25:19, 3.45s/it] 51%|█████ | 10174/20000 [12:30:44<8:59:35, 3.29s/it] 51%|█████ | 10175/20000 [12:30:47<8:34:38, 3.14s/it] 51%|█████ | 10176/20000 [12:30:50<8:08:25, 2.98s/it] 51%|█████ | 10177/20000 [12:30:52<7:37:32, 2.79s/it] 51%|█████ | 10178/20000 [12:30:54<6:47:42, 2.49s/it] 51%|█████ | 10179/20000 [12:31:02<11:17:02, 4.14s/it] 51%|█████ | 10180/20000 [12:31:08<12:44:42, 4.67s/it] 51%|█████ | 10181/20000 [12:31:13<13:11:11, 4.83s/it] 51%|█████ | 10182/20000 [12:31:18<13:08:20, 4.82s/it] 51%|█████ | 10183/20000 [12:31:22<12:57:09, 4.75s/it] 51%|█████ | 10184/20000 [12:31:27<12:39:03, 4.64s/it] 51%|█████ | 10185/20000 [12:31:31<12:13:36, 4.48s/it] 51%|█████ | 10186/20000 [12:31:35<11:48:10, 4.33s/it] 51%|█████ | 10187/20000 [12:31:39<11:24:12, 4.18s/it] 51%|█████ | 10188/20000 [12:31:42<11:00:25, 4.04s/it] 51%|█████ | 10189/20000 [12:31:46<10:35:29, 3.89s/it] 51%|█████ | 10190/20000 [12:31:49<10:09:32, 3.73s/it] 51%|█████ | 10191/20000 [12:31:52<9:48:07, 3.60s/it] 51%|█████ | 10192/20000 [12:31:56<9:26:50, 3.47s/it] 51%|█████ | 10193/20000 [12:31:59<8:59:44, 3.30s/it] 51%|█████ | 10194/20000 [12:32:01<8:33:24, 3.14s/it] 51%|█████ | 10195/20000 [12:32:04<8:06:27, 2.98s/it] 51%|█████ | 10196/20000 [12:32:06<7:35:38, 2.79s/it] 51%|█████ | 10197/20000 [12:32:08<6:43:24, 2.47s/it] 51%|█████ | 10198/20000 [12:32:16<11:36:40, 4.26s/it] 51%|█████ | 10199/20000 [12:32:22<13:00:22, 4.78s/it] 51%|█████ | 10200/20000 [12:32:28<13:23:14, 4.92s/it] 51%|█████ | 10201/20000 [12:32:33<13:18:46, 4.89s/it] 51%|█████ | 10202/20000 [12:32:37<13:01:35, 4.79s/it] 51%|█████ | 10203/20000 [12:32:41<12:39:48, 4.65s/it] 51%|█████ | 10204/20000 [12:32:45<12:12:26, 4.49s/it] 51%|█████ | 10205/20000 [12:32:49<11:47:48, 4.34s/it] 51%|█████ | 10206/20000 [12:32:53<11:24:21, 4.19s/it] 51%|█████ | 10207/20000 [12:32:57<11:00:03, 4.04s/it] 51%|█████ | 10208/20000 [12:33:01<10:32:22, 3.87s/it] 51%|█████ | 10209/20000 [12:33:04<10:09:28, 3.73s/it] 51%|█████ | 10210/20000 [12:33:07<9:46:50, 3.60s/it] 51%|█████ | 10211/20000 [12:33:10<9:25:19, 3.47s/it] 51%|█████ | 10212/20000 [12:33:13<9:00:03, 3.31s/it] 51%|█████ | 10213/20000 [12:33:16<8:35:44, 3.16s/it] 51%|█████ | 10214/20000 [12:33:19<8:06:58, 2.99s/it] 51%|█████ | 10215/20000 [12:33:21<7:32:42, 2.78s/it] 51%|█████ | 10216/20000 [12:33:23<6:40:25, 2.46s/it] 51%|█████ | 10217/20000 [12:33:28<8:51:28, 3.26s/it] 51%|█████ | 10218/20000 [12:33:31<8:34:52, 3.16s/it] 51%|█████ | 10219/20000 [12:33:40<13:46:59, 5.07s/it] 51%|█████ | 10220/20000 [12:33:46<14:30:08, 5.34s/it] 51%|█████ | 10221/20000 [12:33:52<14:27:46, 5.32s/it] 51%|█████ | 10222/20000 [12:33:56<14:02:58, 5.17s/it] 51%|█████ | 10223/20000 [12:34:01<13:34:21, 5.00s/it] 51%|█████ | 10224/20000 [12:34:05<13:05:21, 4.82s/it] 51%|█████ | 10225/20000 [12:34:10<12:34:10, 4.63s/it] 51%|█████ | 10226/20000 [12:34:13<12:01:35, 4.43s/it] 51%|█████ | 10227/20000 [12:34:17<11:33:08, 4.26s/it] 51%|█████ | 10228/20000 [12:34:21<11:08:16, 4.10s/it] 51%|█████ | 10229/20000 [12:34:25<10:39:15, 3.93s/it] 51%|█████ | 10230/20000 [12:34:28<10:12:19, 3.76s/it] 51%|█████ | 10231/20000 [12:34:31<9:46:33, 3.60s/it] 51%|█████ | 10232/20000 [12:34:34<9:24:18, 3.47s/it] 51%|█████ | 10233/20000 [12:34:37<8:58:15, 3.31s/it] 51%|█████ | 10234/20000 [12:34:40<8:32:48, 3.15s/it] 51%|█████ | 10235/20000 [12:34:43<8:05:05, 2.98s/it] 51%|█████ | 10236/20000 [12:34:45<7:32:58, 2.78s/it] 51%|█████ | 10237/20000 [12:34:47<6:43:41, 2.48s/it] 51%|█████ | 10238/20000 [12:34:55<11:11:29, 4.13s/it] 51%|█████ | 10239/20000 [12:35:01<12:36:53, 4.65s/it] 51%|█████ | 10240/20000 [12:35:06<13:03:02, 4.81s/it] 51%|█████ | 10241/20000 [12:35:11<13:03:17, 4.82s/it] 51%|█████ | 10242/20000 [12:35:15<12:46:16, 4.71s/it] 51%|█████ | 10243/20000 [12:35:19<12:21:37, 4.56s/it] 51%|█████ | 10244/20000 [12:35:23<11:53:51, 4.39s/it] 51%|█████ | 10245/20000 [12:35:27<11:29:36, 4.24s/it] 51%|█████ | 10246/20000 [12:35:31<11:05:27, 4.09s/it] 51%|█████ | 10247/20000 [12:35:35<10:41:03, 3.94s/it] 51%|█████ | 10248/20000 [12:35:38<10:18:40, 3.81s/it] 51%|█████ | 10249/20000 [12:35:41<9:56:07, 3.67s/it] 51%|█████▏ | 10250/20000 [12:35:45<9:35:17, 3.54s/it] 51%|█████▏ | 10251/20000 [12:35:48<9:14:04, 3.41s/it] 51%|█████▏ | 10252/20000 [12:35:51<8:50:17, 3.26s/it] 51%|█████▏ | 10253/20000 [12:35:53<8:26:58, 3.12s/it] 51%|█████▏ | 10254/20000 [12:35:56<8:01:33, 2.96s/it] 51%|█████▏ | 10255/20000 [12:35:58<7:28:50, 2.76s/it] 51%|█████▏ | 10256/20000 [12:36:00<6:38:52, 2.46s/it] 51%|█████▏ | 10257/20000 [12:36:08<11:03:44, 4.09s/it] 51%|█████▏ | 10258/20000 [12:36:14<12:42:18, 4.69s/it] 51%|█████▏ | 10259/20000 [12:36:20<13:21:44, 4.94s/it] 51%|█████▏ | 10260/20000 [12:36:25<13:27:07, 4.97s/it] 51%|█████▏ | 10261/20000 [12:36:29<13:22:48, 4.95s/it] 51%|█████▏ | 10262/20000 [12:36:34<13:03:44, 4.83s/it] 51%|█████▏ | 10263/20000 [12:36:38<12:34:30, 4.65s/it] 51%|█████▏ | 10264/20000 [12:36:42<12:09:28, 4.50s/it] 51%|█████▏ | 10265/20000 [12:36:46<11:46:40, 4.36s/it] 51%|█████▏ | 10266/20000 [12:36:50<11:20:25, 4.19s/it] 51%|█████▏ | 10267/20000 [12:36:54<10:52:12, 4.02s/it] 51%|█████▏ | 10268/20000 [12:36:57<10:24:52, 3.85s/it] 51%|█████▏ | 10269/20000 [12:37:01<9:58:48, 3.69s/it] 51%|█████▏ | 10270/20000 [12:37:04<9:35:46, 3.55s/it] 51%|█████▏ | 10271/20000 [12:37:07<9:11:16, 3.40s/it] 51%|█████▏ | 10272/20000 [12:37:10<8:45:24, 3.24s/it] 51%|█████▏ | 10273/20000 [12:37:12<8:18:27, 3.07s/it] 51%|█████▏ | 10274/20000 [12:37:15<7:46:20, 2.88s/it] 51%|█████▏ | 10275/20000 [12:37:17<6:49:17, 2.53s/it] 51%|█████▏ | 10276/20000 [12:37:25<11:35:52, 4.29s/it] 51%|█████▏ | 10277/20000 [12:37:31<13:05:24, 4.85s/it] 51%|█████▏ | 10278/20000 [12:37:37<13:37:09, 5.04s/it] 51%|█████▏ | 10279/20000 [12:37:42<13:33:58, 5.02s/it] 51%|█████▏ | 10280/20000 [12:37:46<13:20:38, 4.94s/it] 51%|█████▏ | 10281/20000 [12:37:51<13:02:13, 4.83s/it] 51%|█████▏ | 10282/20000 [12:37:55<12:36:55, 4.67s/it] 51%|█████▏ | 10283/20000 [12:37:59<12:09:14, 4.50s/it] 51%|█████▏ | 10284/20000 [12:38:03<11:46:35, 4.36s/it] 51%|█████▏ | 10285/20000 [12:38:07<11:19:07, 4.19s/it] 51%|█████▏ | 10286/20000 [12:38:11<10:56:09, 4.05s/it] 51%|█████▏ | 10287/20000 [12:38:14<10:31:28, 3.90s/it] 51%|█████▏ | 10288/20000 [12:38:18<10:07:28, 3.75s/it] 51%|█████▏ | 10289/20000 [12:38:21<9:44:03, 3.61s/it] 51%|█████▏ | 10290/20000 [12:38:24<9:17:33, 3.45s/it] 51%|█████▏ | 10291/20000 [12:38:27<8:53:31, 3.30s/it] 51%|█████▏ | 10292/20000 [12:38:30<8:25:34, 3.12s/it] 51%|█████▏ | 10293/20000 [12:38:32<7:51:47, 2.92s/it] 51%|█████▏ | 10294/20000 [12:38:34<7:00:40, 2.60s/it] 51%|█████▏ | 10295/20000 [12:38:41<10:23:33, 3.86s/it] 51%|█████▏ | 10296/20000 [12:38:44<9:33:07, 3.54s/it] 51%|█████▏ | 10297/20000 [12:38:53<14:06:38, 5.24s/it] 51%|█████▏ | 10298/20000 [12:38:59<14:36:46, 5.42s/it] 51%|█████▏ | 10299/20000 [12:39:04<14:26:04, 5.36s/it] 52%|█████▏ | 10300/20000 [12:39:09<14:00:01, 5.20s/it] 52%|█████▏ | 10301/20000 [12:39:13<13:29:59, 5.01s/it] 52%|█████▏ | 10302/20000 [12:39:18<12:58:24, 4.82s/it] 52%|█████▏ | 10303/20000 [12:39:22<12:21:07, 4.59s/it] 52%|█████▏ | 10304/20000 [12:39:26<11:49:17, 4.39s/it] 52%|█████▏ | 10305/20000 [12:39:30<11:20:54, 4.21s/it] 52%|█████▏ | 10306/20000 [12:39:33<10:52:12, 4.04s/it] 52%|█████▏ | 10307/20000 [12:39:37<10:25:19, 3.87s/it] 52%|█████▏ | 10308/20000 [12:39:40<10:02:37, 3.73s/it] 52%|█████▏ | 10309/20000 [12:39:43<9:41:24, 3.60s/it] 52%|█████▏ | 10310/20000 [12:39:46<9:17:25, 3.45s/it] 52%|█████▏ | 10311/20000 [12:39:49<8:52:17, 3.30s/it] 52%|█████▏ | 10312/20000 [12:39:52<8:25:14, 3.13s/it] 52%|█████▏ | 10313/20000 [12:39:55<7:56:39, 2.95s/it] 52%|█████▏ | 10314/20000 [12:39:57<7:24:16, 2.75s/it] 52%|█████▏ | 10315/20000 [12:39:59<6:32:28, 2.43s/it] 52%|█████▏ | 10316/20000 [12:40:07<11:23:45, 4.24s/it] 52%|█████▏ | 10317/20000 [12:40:13<13:04:47, 4.86s/it] 52%|█████▏ | 10318/20000 [12:40:19<13:34:59, 5.05s/it] 52%|█████▏ | 10319/20000 [12:40:24<13:33:51, 5.04s/it] 52%|█████▏ | 10320/20000 [12:40:29<13:18:10, 4.95s/it] 52%|█████▏ | 10321/20000 [12:40:33<12:59:55, 4.83s/it] 52%|█████▏ | 10322/20000 [12:40:37<12:31:03, 4.66s/it] 52%|█████▏ | 10323/20000 [12:40:42<12:02:27, 4.48s/it] 52%|█████▏ | 10324/20000 [12:40:46<11:36:48, 4.32s/it] 52%|█████▏ | 10325/20000 [12:40:49<11:12:58, 4.17s/it] 52%|█████▏ | 10326/20000 [12:40:53<10:45:39, 4.00s/it] 52%|█████▏ | 10327/20000 [12:40:56<10:19:10, 3.84s/it] 52%|█████▏ | 10328/20000 [12:41:00<9:54:44, 3.69s/it] 52%|█████▏ | 10329/20000 [12:41:03<9:32:59, 3.55s/it] 52%|█████▏ | 10330/20000 [12:41:06<9:06:33, 3.39s/it] 52%|█████▏ | 10331/20000 [12:41:09<8:41:26, 3.24s/it] 52%|█████▏ | 10332/20000 [12:41:12<8:14:29, 3.07s/it] 52%|█████▏ | 10333/20000 [12:41:14<7:44:58, 2.89s/it] 52%|█████▏ | 10334/20000 [12:41:16<6:53:07, 2.56s/it] 52%|█████▏ | 10335/20000 [12:41:25<12:02:50, 4.49s/it] 52%|█████▏ | 10336/20000 [12:41:31<13:22:01, 4.98s/it] 52%|█████▏ | 10337/20000 [12:41:36<13:45:17, 5.12s/it] 52%|█████▏ | 10338/20000 [12:41:41<13:42:03, 5.10s/it] 52%|█████▏ | 10339/20000 [12:41:46<13:25:26, 5.00s/it] 52%|█████▏ | 10340/20000 [12:41:51<13:00:41, 4.85s/it] 52%|█████▏ | 10341/20000 [12:41:55<12:38:09, 4.71s/it] 52%|█████▏ | 10342/20000 [12:41:59<12:14:11, 4.56s/it] 52%|█████▏ | 10343/20000 [12:42:03<11:48:14, 4.40s/it] 52%|█████▏ | 10344/20000 [12:42:07<11:23:02, 4.24s/it] 52%|█████▏ | 10345/20000 [12:42:11<10:57:17, 4.08s/it] 52%|█████▏ | 10346/20000 [12:42:15<10:35:20, 3.95s/it] 52%|█████▏ | 10347/20000 [12:42:18<10:11:38, 3.80s/it] 52%|█████▏ | 10348/20000 [12:42:21<9:49:58, 3.67s/it] 52%|█████▏ | 10349/20000 [12:42:24<9:20:52, 3.49s/it] 52%|█████▏ | 10350/20000 [12:42:27<8:55:16, 3.33s/it] 52%|█████▏ | 10351/20000 [12:42:30<8:27:54, 3.16s/it] 52%|█████▏ | 10352/20000 [12:42:33<7:51:26, 2.93s/it] 52%|█████▏ | 10353/20000 [12:42:34<6:57:50, 2.60s/it] 52%|█████▏ | 10354/20000 [12:42:43<11:30:16, 4.29s/it] 52%|█████▏ | 10355/20000 [12:42:49<12:52:43, 4.81s/it] 52%|█████▏ | 10356/20000 [12:42:54<13:14:50, 4.95s/it] 52%|█████▏ | 10357/20000 [12:42:59<13:08:53, 4.91s/it] 52%|█████▏ | 10358/20000 [12:43:03<12:50:12, 4.79s/it] 52%|█████▏ | 10359/20000 [12:43:08<12:29:46, 4.67s/it] 52%|█████▏ | 10360/20000 [12:43:12<12:01:19, 4.49s/it] 52%|█████▏ | 10361/20000 [12:43:16<11:35:49, 4.33s/it] 52%|█████▏ | 10362/20000 [12:43:20<11:14:20, 4.20s/it] 52%|█████▏ | 10363/20000 [12:43:23<10:52:43, 4.06s/it] 52%|█████▏ | 10364/20000 [12:43:27<10:29:18, 3.92s/it] 52%|█████▏ | 10365/20000 [12:43:30<10:07:30, 3.78s/it] 52%|█████▏ | 10366/20000 [12:43:34<9:47:03, 3.66s/it] 52%|█████▏ | 10367/20000 [12:43:37<9:26:40, 3.53s/it] 52%|█████▏ | 10368/20000 [12:43:40<9:06:08, 3.40s/it] 52%|█████▏ | 10369/20000 [12:43:43<8:43:02, 3.26s/it] 52%|█████▏ | 10370/20000 [12:43:46<8:14:35, 3.08s/it] 52%|█████▏ | 10371/20000 [12:43:48<7:42:59, 2.88s/it] 52%|█████▏ | 10372/20000 [12:43:50<6:51:54, 2.57s/it] 52%|█████▏ | 10373/20000 [12:43:55<9:16:02, 3.47s/it] 52%|█████▏ | 10374/20000 [12:43:58<8:48:13, 3.29s/it] 52%|█████▏ | 10375/20000 [12:44:08<13:50:06, 5.17s/it] 52%|█████▏ | 10376/20000 [12:44:14<14:42:08, 5.50s/it] 52%|█████▏ | 10377/20000 [12:44:20<14:39:00, 5.48s/it] 52%|█████▏ | 10378/20000 [12:44:25<14:15:32, 5.33s/it] 52%|█████▏ | 10379/20000 [12:44:29<13:43:18, 5.13s/it] 52%|█████▏ | 10380/20000 [12:44:34<13:14:11, 4.95s/it] 52%|█████▏ | 10381/20000 [12:44:38<12:37:33, 4.73s/it] 52%|█████▏ | 10382/20000 [12:44:42<12:06:35, 4.53s/it] 52%|█████▏ | 10383/20000 [12:44:46<11:36:53, 4.35s/it] 52%|█████▏ | 10384/20000 [12:44:50<11:08:39, 4.17s/it] 52%|█████▏ | 10385/20000 [12:44:53<10:43:02, 4.01s/it] 52%|█████▏ | 10386/20000 [12:44:57<10:18:35, 3.86s/it] 52%|█████▏ | 10387/20000 [12:45:00<9:54:31, 3.71s/it] 52%|█████▏ | 10388/20000 [12:45:04<9:33:48, 3.58s/it] 52%|█████▏ | 10389/20000 [12:45:07<9:07:12, 3.42s/it] 52%|█████▏ | 10390/20000 [12:45:09<8:41:55, 3.26s/it] 52%|█████▏ | 10391/20000 [12:45:12<8:16:20, 3.10s/it] 52%|█████▏ | 10392/20000 [12:45:15<7:43:07, 2.89s/it] 52%|█████▏ | 10393/20000 [12:45:16<6:52:33, 2.58s/it] 52%|█████▏ | 10394/20000 [12:45:25<11:46:32, 4.41s/it] 52%|█████▏ | 10395/20000 [12:45:31<13:04:06, 4.90s/it] 52%|█████▏ | 10396/20000 [12:45:36<13:25:35, 5.03s/it] 52%|█████▏ | 10397/20000 [12:45:42<13:25:13, 5.03s/it] 52%|█████▏ | 10398/20000 [12:45:46<13:10:31, 4.94s/it] 52%|█████▏ | 10399/20000 [12:45:51<12:50:35, 4.82s/it] 52%|█████▏ | 10400/20000 [12:45:55<12:24:16, 4.65s/it] 52%|█████▏ | 10401/20000 [12:45:59<11:59:16, 4.50s/it] 52%|█████▏ | 10402/20000 [12:46:03<11:33:25, 4.33s/it] 52%|█████▏ | 10403/20000 [12:46:07<11:09:51, 4.19s/it] 52%|█████▏ | 10404/20000 [12:46:11<10:44:57, 4.03s/it] 52%|█████▏ | 10405/20000 [12:46:14<10:22:06, 3.89s/it] 52%|█████▏ | 10406/20000 [12:46:18<9:58:25, 3.74s/it] 52%|█████▏ | 10407/20000 [12:46:21<9:33:55, 3.59s/it] 52%|█████▏ | 10408/20000 [12:46:24<9:12:47, 3.46s/it] 52%|█████▏ | 10409/20000 [12:46:27<8:51:54, 3.33s/it] 52%|█████▏ | 10410/20000 [12:46:30<8:18:32, 3.12s/it] 52%|█████▏ | 10411/20000 [12:46:32<7:42:58, 2.90s/it] 52%|█████▏ | 10412/20000 [12:46:34<6:50:14, 2.57s/it] 52%|█████▏ | 10413/20000 [12:46:42<11:25:30, 4.29s/it] 52%|█████▏ | 10414/20000 [12:46:48<12:45:13, 4.79s/it] 52%|█████▏ | 10415/20000 [12:46:53<13:06:55, 4.93s/it] 52%|█████▏ | 10416/20000 [12:46:58<13:03:20, 4.90s/it] 52%|█████▏ | 10417/20000 [12:47:03<12:45:16, 4.79s/it] 52%|█████▏ | 10418/20000 [12:47:07<12:21:09, 4.64s/it] 52%|█████▏ | 10419/20000 [12:47:11<11:53:45, 4.47s/it] 52%|█████▏ | 10420/20000 [12:47:15<11:30:04, 4.32s/it] 52%|█████▏ | 10421/20000 [12:47:19<11:07:28, 4.18s/it] 52%|█████▏ | 10422/20000 [12:47:23<10:42:42, 4.03s/it] 52%|█████▏ | 10423/20000 [12:47:26<10:18:37, 3.88s/it] 52%|█████▏ | 10424/20000 [12:47:29<9:53:42, 3.72s/it] 52%|█████▏ | 10425/20000 [12:47:33<9:30:53, 3.58s/it] 52%|█████▏ | 10426/20000 [12:47:36<9:08:50, 3.44s/it] 52%|█████▏ | 10427/20000 [12:47:39<8:43:07, 3.28s/it] 52%|█████▏ | 10428/20000 [12:47:41<8:16:33, 3.11s/it] 52%|█████▏ | 10429/20000 [12:47:44<7:49:18, 2.94s/it] 52%|█████▏ | 10430/20000 [12:47:46<7:18:11, 2.75s/it] 52%|█████▏ | 10431/20000 [12:47:48<6:21:55, 2.39s/it] 52%|█████▏ | 10432/20000 [12:47:56<11:02:34, 4.15s/it] 52%|█████▏ | 10433/20000 [12:48:02<12:32:16, 4.72s/it] 52%|█████▏ | 10434/20000 [12:48:07<12:58:44, 4.88s/it] 52%|█████▏ | 10435/20000 [12:48:12<12:55:30, 4.86s/it] 52%|█████▏ | 10436/20000 [12:48:17<12:40:15, 4.77s/it] 52%|█████▏ | 10437/20000 [12:48:21<12:19:47, 4.64s/it] 52%|█████▏ | 10438/20000 [12:48:25<11:54:58, 4.49s/it] 52%|█████▏ | 10439/20000 [12:48:29<11:27:33, 4.31s/it] 52%|█████▏ | 10440/20000 [12:48:33<11:02:11, 4.16s/it] 52%|█████▏ | 10441/20000 [12:48:37<10:36:16, 3.99s/it] 52%|█████▏ | 10442/20000 [12:48:40<10:10:34, 3.83s/it] 52%|█████▏ | 10443/20000 [12:48:43<9:46:47, 3.68s/it] 52%|█████▏ | 10444/20000 [12:48:47<9:25:09, 3.55s/it] 52%|█████▏ | 10445/20000 [12:48:50<9:11:02, 3.46s/it] 52%|█████▏ | 10446/20000 [12:48:53<8:47:47, 3.31s/it] 52%|█████▏ | 10447/20000 [12:48:56<8:26:39, 3.18s/it] 52%|█████▏ | 10448/20000 [12:48:58<8:02:53, 3.03s/it] 52%|█████▏ | 10449/20000 [12:49:01<7:28:41, 2.82s/it] 52%|█████▏ | 10450/20000 [12:49:02<6:38:28, 2.50s/it] 52%|█████▏ | 10451/20000 [12:49:08<9:05:50, 3.43s/it] 52%|█████▏ | 10452/20000 [12:49:11<8:38:29, 3.26s/it] 52%|█████▏ | 10453/20000 [12:49:21<13:40:49, 5.16s/it] 52%|█████▏ | 10454/20000 [12:49:27<14:27:51, 5.45s/it] 52%|█████▏ | 10455/20000 [12:49:32<14:24:59, 5.44s/it] 52%|█████▏ | 10456/20000 [12:49:37<14:03:21, 5.30s/it] 52%|█████▏ | 10457/20000 [12:49:42<13:37:49, 5.14s/it] 52%|█████▏ | 10458/20000 [12:49:46<13:10:41, 4.97s/it] 52%|█████▏ | 10459/20000 [12:49:51<12:35:13, 4.75s/it] 52%|█████▏ | 10460/20000 [12:49:55<12:02:49, 4.55s/it] 52%|█████▏ | 10461/20000 [12:49:59<11:33:04, 4.36s/it] 52%|█████▏ | 10462/20000 [12:50:02<11:03:56, 4.18s/it] 52%|█████▏ | 10463/20000 [12:50:06<10:36:11, 4.00s/it] 52%|█████▏ | 10464/20000 [12:50:09<10:11:53, 3.85s/it] 52%|█████▏ | 10465/20000 [12:50:13<9:46:35, 3.69s/it] 52%|█████▏ | 10466/20000 [12:50:16<9:23:32, 3.55s/it] 52%|█████▏ | 10467/20000 [12:50:19<8:58:10, 3.39s/it] 52%|█████▏ | 10468/20000 [12:50:22<8:29:30, 3.21s/it] 52%|█████▏ | 10469/20000 [12:50:24<7:58:31, 3.01s/it] 52%|█████▏ | 10470/20000 [12:50:27<7:25:10, 2.80s/it] 52%|█████▏ | 10471/20000 [12:50:28<6:36:39, 2.50s/it] 52%|█████▏ | 10472/20000 [12:50:37<11:05:50, 4.19s/it] 52%|█████▏ | 10473/20000 [12:50:43<12:27:57, 4.71s/it] 52%|█████▏ | 10474/20000 [12:50:48<12:49:44, 4.85s/it] 52%|█████▏ | 10475/20000 [12:50:52<12:44:38, 4.82s/it] 52%|█████▏ | 10476/20000 [12:50:57<12:28:06, 4.71s/it] 52%|█████▏ | 10477/20000 [12:51:01<12:05:29, 4.57s/it] 52%|█████▏ | 10478/20000 [12:51:05<11:43:22, 4.43s/it] 52%|█████▏ | 10479/20000 [12:51:09<11:18:28, 4.28s/it] 52%|█████▏ | 10480/20000 [12:51:13<10:52:22, 4.11s/it] 52%|█████▏ | 10481/20000 [12:51:16<10:28:08, 3.96s/it] 52%|█████▏ | 10482/20000 [12:51:20<10:03:42, 3.81s/it] 52%|█████▏ | 10483/20000 [12:51:23<9:41:28, 3.67s/it] 52%|█████▏ | 10484/20000 [12:51:26<9:19:56, 3.53s/it] 52%|█████▏ | 10485/20000 [12:51:30<8:59:24, 3.40s/it] 52%|█████▏ | 10486/20000 [12:51:32<8:36:12, 3.26s/it] 52%|█████▏ | 10487/20000 [12:51:35<8:13:24, 3.11s/it] 52%|█████▏ | 10488/20000 [12:51:38<7:47:58, 2.95s/it] 52%|█████▏ | 10489/20000 [12:51:40<7:17:33, 2.76s/it] 52%|█████▏ | 10490/20000 [12:51:42<6:26:48, 2.44s/it] 52%|█████▏ | 10491/20000 [12:51:50<11:11:02, 4.23s/it] 52%|█████▏ | 10492/20000 [12:51:56<12:27:17, 4.72s/it] 52%|█████▏ | 10493/20000 [12:52:01<12:52:13, 4.87s/it] 52%|█████▏ | 10494/20000 [12:52:06<12:50:44, 4.86s/it] 52%|█████▏ | 10495/20000 [12:52:11<12:34:26, 4.76s/it] 52%|█████▏ | 10496/20000 [12:52:15<12:12:05, 4.62s/it] 52%|█████▏ | 10497/20000 [12:52:19<11:45:00, 4.45s/it] 52%|█████▏ | 10498/20000 [12:52:23<11:21:17, 4.30s/it] 52%|█████▏ | 10499/20000 [12:52:27<10:58:34, 4.16s/it] 52%|█████▎ | 10500/20000 [12:52:31<10:34:33, 4.01s/it] 52%|█████▎ | 10500/20000 [12:52:31<10:34:33, 4.01s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.08750651776790619, 'eval_wer': 0.07793531236154187, 'eval_runtime': 61.61, 'eval_samples_per_second': 30.141, 'eval_steps_per_second': 1.266, 'epoch': 128.21} {'loss': 0.0074, 'learning_rate': 0.00024361538461538463, 'epoch': 134.62} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:23, 3.18it/s][A 4%|▍ | 3/78 [00:01<00:32, 2.28it/s][A 5%|▌ | 4/78 [00:01<00:37, 1.99it/s][A 6%|▋ | 5/78 [00:02<00:41, 1.78it/s][A 8%|▊ | 6/78 [00:03<00:46, 1.54it/s][A 9%|▉ | 7/78 [00:04<00:51, 1.37it/s][A 10%|█ | 8/78 [00:05<00:56, 1.25it/s][A 12%|█▏ | 9/78 [00:06<00:57, 1.20it/s][A 13%|█▎ | 10/78 [00:06<00:55, 1.22it/s][A 14%|█▍ | 11/78 [00:07<00:53, 1.26it/s][A 15%|█▌ | 12/78 [00:08<00:50, 1.32it/s][A 17%|█▋ | 13/78 [00:08<00:46, 1.40it/s][A 18%|█▊ | 14/78 [00:09<00:47, 1.34it/s][A 19%|█▉ | 15/78 [00:10<00:48, 1.29it/s][A 21%|██ | 16/78 [00:11<00:49, 1.24it/s][A 22%|██▏ | 17/78 [00:12<00:49, 1.24it/s][A 23%|██▎ | 18/78 [00:13<00:52, 1.15it/s][A 24%|██▍ | 19/78 [00:14<00:50, 1.18it/s][A 26%|██▌ | 20/78 [00:14<00:45, 1.28it/s][A 27%|██▋ | 21/78 [00:15<00:46, 1.23it/s][A 28%|██▊ | 22/78 [00:16<00:43, 1.30it/s][A 29%|██▉ | 23/78 [00:16<00:40, 1.34it/s][A 31%|███ | 24/78 [00:17<00:40, 1.33it/s][A 32%|███▏ | 25/78 [00:18<00:38, 1.38it/s][A 33%|███▎ | 26/78 [00:19<00:36, 1.42it/s][A 35%|███▍ | 27/78 [00:19<00:35, 1.43it/s][A 36%|███▌ | 28/78 [00:20<00:36, 1.39it/s][A 37%|███▋ | 29/78 [00:21<00:33, 1.47it/s][A 38%|███▊ | 30/78 [00:21<00:35, 1.37it/s][A 40%|███▉ | 31/78 [00:22<00:33, 1.42it/s][A 41%|████ | 32/78 [00:23<00:31, 1.44it/s][A 42%|████▏ | 33/78 [00:23<00:30, 1.47it/s][A 44%|████▎ | 34/78 [00:24<00:29, 1.51it/s][A 45%|████▍ | 35/78 [00:25<00:27, 1.55it/s][A 46%|████▌ | 36/78 [00:25<00:27, 1.55it/s][A 47%|████▋ | 37/78 [00:26<00:27, 1.48it/s][A 49%|████▊ | 38/78 [00:27<00:27, 1.43it/s][A 50%|█████ | 39/78 [00:28<00:30, 1.27it/s][A 51%|█████▏ | 40/78 [00:29<00:30, 1.24it/s][A 53%|█████▎ | 41/78 [00:30<00:32, 1.13it/s][A 54%|█████▍ | 42/78 [00:30<00:30, 1.17it/s][A 55%|█████▌ | 43/78 [00:31<00:30, 1.16it/s][A 56%|█████▋ | 44/78 [00:32<00:29, 1.16it/s][A 58%|█████▊ | 45/78 [00:33<00:27, 1.20it/s][A 59%|█████▉ | 46/78 [00:34<00:30, 1.05it/s][A 60%|██████ | 47/78 [00:35<00:26, 1.15it/s][A 62%|██████▏ | 48/78 [00:36<00:24, 1.23it/s][A 63%|██████▎ | 49/78 [00:36<00:21, 1.34it/s][A 64%|██████▍ | 50/78 [00:37<00:20, 1.36it/s][A 65%|██████▌ | 51/78 [00:37<00:18, 1.45it/s][A 67%|██████▋ | 52/78 [00:38<00:17, 1.47it/s][A 68%|██████▊ | 53/78 [00:39<00:16, 1.48it/s][A 69%|██████▉ | 54/78 [00:40<00:17, 1.40it/s][A 71%|███████ | 55/78 [00:40<00:16, 1.36it/s][A 72%|███████▏ | 56/78 [00:41<00:16, 1.35it/s][A 73%|███████▎ | 57/78 [00:42<00:18, 1.13it/s][A 74%|███████▍ | 58/78 [00:43<00:17, 1.15it/s][A 76%|███████▌ | 59/78 [00:44<00:16, 1.12it/s][A 77%|███████▋ | 60/78 [00:45<00:15, 1.18it/s][A 78%|███████▊ | 61/78 [00:46<00:14, 1.21it/s][A 79%|███████▉ | 62/78 [00:46<00:13, 1.23it/s][A 81%|████████ | 63/78 [00:47<00:12, 1.24it/s][A 82%|████████▏ | 64/78 [00:48<00:11, 1.24it/s][A 83%|████████▎ | 65/78 [00:49<00:10, 1.25it/s][A 85%|████████▍ | 66/78 [00:50<00:09, 1.29it/s][A 86%|████████▌ | 67/78 [00:50<00:08, 1.26it/s][A 87%|████████▋ | 68/78 [00:51<00:07, 1.29it/s][A 88%|████████▊ | 69/78 [00:52<00:06, 1.31it/s][A 90%|████████▉ | 70/78 [00:53<00:06, 1.25it/s][A 91%|█████████ | 71/78 [00:53<00:05, 1.31it/s][A 92%|█████████▏| 72/78 [00:54<00:04, 1.33it/s][A 94%|█████████▎| 73/78 [00:55<00:03, 1.30it/s][A 95%|█████████▍| 74/78 [00:56<00:03, 1.29it/s][A 96%|█████████▌| 75/78 [00:56<00:02, 1.30it/s][A 97%|█████████▋| 76/78 [00:57<00:01, 1.30it/s][A 99%|█████████▊| 77/78 [00:58<00:00, 1.35it/s][A 100%|██████████| 78/78 [00:58<00:00, 1.69it/s][A [A 52%|█████▎ | 10500/20000 [12:53:31<10:34:33, 4.01s/it] 100%|██████████| 78/78 [01:00<00:00, 1.69it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-10500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-10500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-10500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-10500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-10000] due to args.save_total_limit 53%|█████▎ | 10501/20000 [12:53:47<67:49:16, 25.70s/it] 53%|█████▎ | 10502/20000 [12:53:50<50:08:45, 19.01s/it] 53%|█████▎ | 10503/20000 [12:53:53<37:39:46, 14.28s/it] 53%|█████▎ | 10504/20000 [12:53:57<28:49:40, 10.93s/it] 53%|█████▎ | 10505/20000 [12:53:59<22:29:32, 8.53s/it] 53%|█████▎ | 10506/20000 [12:54:02<17:55:38, 6.80s/it] 53%|█████▎ | 10507/20000 [12:54:05<14:34:39, 5.53s/it] 53%|█████▎ | 10508/20000 [12:54:07<12:10:54, 4.62s/it] 53%|█████▎ | 10509/20000 [12:54:09<9:53:41, 3.75s/it] 53%|█████▎ | 10510/20000 [12:54:17<13:13:14, 5.02s/it] 53%|█████▎ | 10511/20000 [12:54:23<13:58:44, 5.30s/it] 53%|█████▎ | 10512/20000 [12:54:28<13:59:21, 5.31s/it] 53%|█████▎ | 10513/20000 [12:54:33<13:38:19, 5.18s/it] 53%|█████▎ | 10514/20000 [12:54:38<13:10:52, 5.00s/it] 53%|█████▎ | 10515/20000 [12:54:42<12:42:01, 4.82s/it] 53%|█████▎ | 10516/20000 [12:54:46<12:11:09, 4.63s/it] 53%|█████▎ | 10517/20000 [12:54:50<11:41:33, 4.44s/it] 53%|█████▎ | 10518/20000 [12:54:54<11:13:33, 4.26s/it] 53%|█████▎ | 10519/20000 [12:54:58<10:44:55, 4.08s/it] 53%|█████▎ | 10520/20000 [12:55:01<10:17:22, 3.91s/it] 53%|█████▎ | 10521/20000 [12:55:05<9:51:26, 3.74s/it] 53%|█████▎ | 10522/20000 [12:55:08<9:27:26, 3.59s/it] 53%|█████▎ | 10523/20000 [12:55:11<9:07:04, 3.46s/it] 53%|█████▎ | 10524/20000 [12:55:14<8:42:50, 3.31s/it] 53%|█████▎ | 10525/20000 [12:55:17<8:18:56, 3.16s/it] 53%|█████▎ | 10526/20000 [12:55:19<7:52:58, 3.00s/it] 53%|█████▎ | 10527/20000 [12:55:22<7:23:49, 2.81s/it] 53%|█████▎ | 10528/20000 [12:55:24<6:35:49, 2.51s/it] 53%|█████▎ | 10529/20000 [12:55:29<8:56:26, 3.40s/it] 53%|█████▎ | 10530/20000 [12:55:32<8:32:08, 3.24s/it] 53%|█████▎ | 10531/20000 [12:55:42<13:56:46, 5.30s/it] 53%|█████▎ | 10532/20000 [12:55:48<14:38:15, 5.57s/it] 53%|█████▎ | 10533/20000 [12:55:54<14:31:59, 5.53s/it] 53%|█████▎ | 10534/20000 [12:55:59<14:08:15, 5.38s/it] 53%|█████▎ | 10535/20000 [12:56:04<13:42:39, 5.21s/it] 53%|█████▎ | 10536/20000 [12:56:08<13:10:40, 5.01s/it] 53%|█████▎ | 10537/20000 [12:56:12<12:36:20, 4.80s/it] 53%|█████▎ | 10538/20000 [12:56:17<12:04:53, 4.60s/it] 53%|█████▎ | 10539/20000 [12:56:21<11:37:18, 4.42s/it] 53%|█████▎ | 10540/20000 [12:56:24<11:09:36, 4.25s/it] 53%|█████▎ | 10541/20000 [12:56:28<10:44:23, 4.09s/it] 53%|█████▎ | 10542/20000 [12:56:32<10:18:15, 3.92s/it] 53%|█████▎ | 10543/20000 [12:56:35<9:51:36, 3.75s/it] 53%|█████▎ | 10544/20000 [12:56:38<9:29:02, 3.61s/it] 53%|█████▎ | 10545/20000 [12:56:41<9:02:06, 3.44s/it] 53%|█████▎ | 10546/20000 [12:56:44<8:35:20, 3.27s/it] 53%|█████▎ | 10547/20000 [12:56:47<8:06:37, 3.09s/it] 53%|█████▎ | 10548/20000 [12:56:49<7:31:56, 2.87s/it] 53%|█████▎ | 10549/20000 [12:56:51<6:41:09, 2.55s/it] 53%|█████▎ | 10550/20000 [12:57:00<11:35:32, 4.42s/it] 53%|█████▎ | 10551/20000 [12:57:06<13:14:58, 5.05s/it] 53%|█████▎ | 10552/20000 [12:57:12<13:37:35, 5.19s/it] 53%|█████▎ | 10553/20000 [12:57:17<13:19:03, 5.07s/it] 53%|█████▎ | 10554/20000 [12:57:21<12:54:10, 4.92s/it] 53%|█████▎ | 10555/20000 [12:57:26<12:28:05, 4.75s/it] 53%|█████▎ | 10556/20000 [12:57:30<11:55:02, 4.54s/it] 53%|█████▎ | 10557/20000 [12:57:34<11:26:17, 4.36s/it] 53%|█████▎ | 10558/20000 [12:57:37<11:00:37, 4.20s/it] 53%|█████▎ | 10559/20000 [12:57:41<10:34:34, 4.03s/it] 53%|█████▎ | 10560/20000 [12:57:45<10:08:32, 3.87s/it] 53%|█████▎ | 10561/20000 [12:57:48<9:45:04, 3.72s/it] 53%|█████▎ | 10562/20000 [12:57:51<9:23:30, 3.58s/it] 53%|█████▎ | 10563/20000 [12:57:54<9:01:43, 3.44s/it] 53%|█████▎ | 10564/20000 [12:57:57<8:41:05, 3.31s/it] 53%|█████▎ | 10565/20000 [12:58:00<8:17:08, 3.16s/it] 53%|█████▎ | 10566/20000 [12:58:03<7:51:24, 3.00s/it] 53%|█████▎ | 10567/20000 [12:58:05<7:20:02, 2.80s/it] 53%|█████▎ | 10568/20000 [12:58:07<6:30:59, 2.49s/it] 53%|█████▎ | 10569/20000 [12:58:15<11:15:31, 4.30s/it] 53%|█████▎ | 10570/20000 [12:58:21<12:32:24, 4.79s/it] 53%|█████▎ | 10571/20000 [12:58:27<12:54:48, 4.93s/it] 53%|█████▎ | 10572/20000 [12:58:31<12:48:28, 4.89s/it] 53%|█████▎ | 10573/20000 [12:58:36<12:31:09, 4.78s/it] 53%|█████▎ | 10574/20000 [12:58:40<12:10:32, 4.65s/it] 53%|█████▎ | 10575/20000 [12:58:44<11:42:34, 4.47s/it] 53%|█████▎ | 10576/20000 [12:58:48<11:17:52, 4.32s/it] 53%|█████▎ | 10577/20000 [12:58:52<10:52:21, 4.15s/it] 53%|█████▎ | 10578/20000 [12:58:56<10:26:52, 3.99s/it] 53%|█████▎ | 10579/20000 [12:58:59<10:03:38, 3.84s/it] 53%|█████▎ | 10580/20000 [12:59:02<9:40:17, 3.70s/it] 53%|█████▎ | 10581/20000 [12:59:06<9:20:03, 3.57s/it] 53%|█████▎ | 10582/20000 [12:59:09<8:58:55, 3.43s/it] 53%|█████▎ | 10583/20000 [12:59:12<8:35:34, 3.28s/it] 53%|█████▎ | 10584/20000 [12:59:15<8:12:10, 3.14s/it] 53%|█████▎ | 10585/20000 [12:59:17<7:46:10, 2.97s/it] 53%|█████▎ | 10586/20000 [12:59:19<7:15:41, 2.78s/it] 53%|█████▎ | 10587/20000 [12:59:21<6:28:24, 2.48s/it] 53%|█████▎ | 10588/20000 [12:59:29<10:46:21, 4.12s/it] 53%|█████▎ | 10589/20000 [12:59:35<12:10:59, 4.66s/it] 53%|█████▎ | 10590/20000 [12:59:40<12:35:53, 4.82s/it] 53%|█████▎ | 10591/20000 [12:59:45<12:37:01, 4.83s/it] 53%|█████▎ | 10592/20000 [12:59:50<12:24:01, 4.75s/it] 53%|█████▎ | 10593/20000 [12:59:54<12:05:03, 4.62s/it] 53%|█████▎ | 10594/20000 [12:59:58<11:41:32, 4.48s/it] 53%|█████▎ | 10595/20000 [13:00:02<11:16:35, 4.32s/it] 53%|█████▎ | 10596/20000 [13:00:06<10:51:45, 4.16s/it] 53%|█████▎ | 10597/20000 [13:00:10<10:27:16, 4.00s/it] 53%|█████▎ | 10598/20000 [13:00:13<10:07:50, 3.88s/it] 53%|█████▎ | 10599/20000 [13:00:17<9:46:03, 3.74s/it] 53%|█████▎ | 10600/20000 [13:00:20<9:22:09, 3.59s/it] 53%|█████▎ | 10601/20000 [13:00:23<8:59:58, 3.45s/it] 53%|█████▎ | 10602/20000 [13:00:26<8:35:31, 3.29s/it] 53%|█████▎ | 10603/20000 [13:00:29<8:11:39, 3.14s/it] 53%|█████▎ | 10604/20000 [13:00:31<7:47:49, 2.99s/it] 53%|█████▎ | 10605/20000 [13:00:34<7:18:01, 2.80s/it] 53%|█████▎ | 10606/20000 [13:00:35<6:30:16, 2.49s/it] 53%|█████▎ | 10607/20000 [13:00:40<8:31:56, 3.27s/it] 53%|█████▎ | 10608/20000 [13:00:43<8:07:30, 3.11s/it] 53%|█████▎ | 10609/20000 [13:00:52<12:55:35, 4.96s/it] 53%|█████▎ | 10610/20000 [13:00:58<13:38:20, 5.23s/it] 53%|█████▎ | 10611/20000 [13:01:04<13:36:22, 5.22s/it] 53%|█████▎ | 10612/20000 [13:01:08<13:15:53, 5.09s/it] 53%|█████▎ | 10613/20000 [13:01:13<12:48:40, 4.91s/it] 53%|█████▎ | 10614/20000 [13:01:17<12:21:29, 4.74s/it] 53%|█████▎ | 10615/20000 [13:01:21<11:51:27, 4.55s/it] 53%|█████▎ | 10616/20000 [13:01:25<11:21:57, 4.36s/it] 53%|█████▎ | 10617/20000 [13:01:29<10:56:21, 4.20s/it] 53%|█████▎ | 10618/20000 [13:01:33<10:30:02, 4.03s/it] 53%|█████▎ | 10619/20000 [13:01:36<10:04:00, 3.86s/it] 53%|█████▎ | 10620/20000 [13:01:40<9:40:49, 3.72s/it] 53%|█████▎ | 10621/20000 [13:01:43<9:19:03, 3.58s/it] 53%|█████▎ | 10622/20000 [13:01:46<8:59:56, 3.45s/it] 53%|█████▎ | 10623/20000 [13:01:49<8:35:50, 3.30s/it] 53%|█████▎ | 10624/20000 [13:01:52<8:09:18, 3.13s/it] 53%|█████▎ | 10625/20000 [13:01:54<7:43:21, 2.97s/it] 53%|█████▎ | 10626/20000 [13:01:56<7:12:15, 2.77s/it] 53%|█████▎ | 10627/20000 [13:01:58<6:23:15, 2.45s/it] 53%|█████▎ | 10628/20000 [13:02:06<10:45:10, 4.13s/it] 53%|█████▎ | 10629/20000 [13:02:12<12:09:00, 4.67s/it] 53%|█████▎ | 10630/20000 [13:02:17<12:36:11, 4.84s/it] 53%|█████▎ | 10631/20000 [13:02:22<12:34:22, 4.83s/it] 53%|█████▎ | 10632/20000 [13:02:27<12:18:27, 4.73s/it] 53%|█████▎ | 10633/20000 [13:02:31<11:59:51, 4.61s/it] 53%|█████▎ | 10634/20000 [13:02:35<11:32:06, 4.43s/it] 53%|█████▎ | 10635/20000 [13:02:39<11:07:56, 4.28s/it] 53%|█████▎ | 10636/20000 [13:02:43<10:43:46, 4.13s/it] 53%|█████▎ | 10637/20000 [13:02:46<10:19:20, 3.97s/it] 53%|█████▎ | 10638/20000 [13:02:50<9:56:55, 3.83s/it] 53%|█████▎ | 10639/20000 [13:02:53<9:34:53, 3.68s/it] 53%|█████▎ | 10640/20000 [13:02:56<9:15:20, 3.56s/it] 53%|█████▎ | 10641/20000 [13:03:00<8:57:42, 3.45s/it] 53%|█████▎ | 10642/20000 [13:03:03<8:34:29, 3.30s/it] 53%|█████▎ | 10643/20000 [13:03:05<8:10:27, 3.14s/it] 53%|█████▎ | 10644/20000 [13:03:08<7:44:15, 2.98s/it] 53%|█████▎ | 10645/20000 [13:03:10<7:13:25, 2.78s/it] 53%|█████▎ | 10646/20000 [13:03:12<6:26:52, 2.48s/it] 53%|█████▎ | 10647/20000 [13:03:20<10:44:36, 4.14s/it] 53%|█████▎ | 10648/20000 [13:03:26<12:06:52, 4.66s/it] 53%|█████▎ | 10649/20000 [13:03:31<12:32:40, 4.83s/it] 53%|█████▎ | 10650/20000 [13:03:36<12:30:22, 4.82s/it] 53%|█████▎ | 10651/20000 [13:03:41<12:19:19, 4.74s/it] 53%|█████▎ | 10652/20000 [13:03:45<12:02:51, 4.64s/it] 53%|█████▎ | 10653/20000 [13:03:49<11:36:40, 4.47s/it] 53%|█████▎ | 10654/20000 [13:03:53<11:10:53, 4.31s/it] 53%|█████▎ | 10655/20000 [13:03:57<10:48:18, 4.16s/it] 53%|█████▎ | 10656/20000 [13:04:00<10:26:14, 4.02s/it] 53%|█████▎ | 10657/20000 [13:04:04<10:04:01, 3.88s/it] 53%|█████▎ | 10658/20000 [13:04:07<9:40:20, 3.73s/it] 53%|█████▎ | 10659/20000 [13:04:11<9:16:02, 3.57s/it] 53%|█████▎ | 10660/20000 [13:04:14<8:53:52, 3.43s/it] 53%|█████▎ | 10661/20000 [13:04:17<8:28:46, 3.27s/it] 53%|█████▎ | 10662/20000 [13:04:19<8:04:56, 3.12s/it] 53%|█████▎ | 10663/20000 [13:04:22<7:39:30, 2.95s/it] 53%|█████▎ | 10664/20000 [13:04:24<7:08:30, 2.75s/it] 53%|█████▎ | 10665/20000 [13:04:26<6:20:34, 2.45s/it] 53%|█████▎ | 10666/20000 [13:04:34<10:53:01, 4.20s/it] 53%|█████▎ | 10667/20000 [13:04:40<12:14:08, 4.72s/it] 53%|█████▎ | 10668/20000 [13:04:45<12:36:08, 4.86s/it] 53%|█████▎ | 10669/20000 [13:04:50<12:37:39, 4.87s/it] 53%|█████▎ | 10670/20000 [13:04:55<12:22:05, 4.77s/it] 53%|█████▎ | 10671/20000 [13:04:59<12:01:32, 4.64s/it] 53%|█████▎ | 10672/20000 [13:05:03<11:36:03, 4.48s/it] 53%|█████▎ | 10673/20000 [13:05:07<11:11:15, 4.32s/it] 53%|█████▎ | 10674/20000 [13:05:11<10:49:02, 4.18s/it] 53%|█████▎ | 10675/20000 [13:05:15<10:25:43, 4.03s/it] 53%|█████▎ | 10676/20000 [13:05:18<10:03:31, 3.88s/it] 53%|█████▎ | 10677/20000 [13:05:22<9:39:42, 3.73s/it] 53%|█████▎ | 10678/20000 [13:05:25<9:17:04, 3.59s/it] 53%|█████▎ | 10679/20000 [13:05:28<8:57:28, 3.46s/it] 53%|█████▎ | 10680/20000 [13:05:31<8:34:08, 3.31s/it] 53%|█████▎ | 10681/20000 [13:05:34<8:12:42, 3.17s/it] 53%|█████▎ | 10682/20000 [13:05:36<7:46:58, 3.01s/it] 53%|█████▎ | 10683/20000 [13:05:39<7:17:24, 2.82s/it] 53%|█████▎ | 10684/20000 [13:05:41<6:27:52, 2.50s/it] 53%|█████▎ | 10685/20000 [13:05:46<8:28:19, 3.27s/it] 53%|█████▎ | 10686/20000 [13:05:48<7:57:44, 3.08s/it] 53%|█████▎ | 10687/20000 [13:05:58<12:44:14, 4.92s/it] 53%|█████▎ | 10688/20000 [13:06:03<13:29:58, 5.22s/it] 53%|█████▎ | 10689/20000 [13:06:09<13:30:37, 5.22s/it] 53%|█████▎ | 10690/20000 [13:06:14<13:13:13, 5.11s/it] 53%|█████▎ | 10691/20000 [13:06:18<12:49:08, 4.96s/it] 53%|█████▎ | 10692/20000 [13:06:22<12:21:25, 4.78s/it] 53%|█████▎ | 10693/20000 [13:06:27<11:51:46, 4.59s/it] 53%|█████▎ | 10694/20000 [13:06:31<11:22:57, 4.40s/it] 53%|█████▎ | 10695/20000 [13:06:34<10:56:25, 4.23s/it] 53%|█████▎ | 10696/20000 [13:06:38<10:31:57, 4.08s/it] 53%|█████▎ | 10697/20000 [13:06:42<10:05:54, 3.91s/it] 53%|█████▎ | 10698/20000 [13:06:45<9:40:55, 3.75s/it] 53%|█████▎ | 10699/20000 [13:06:48<9:18:25, 3.60s/it] 54%|█████▎ | 10700/20000 [13:06:51<8:56:48, 3.46s/it] 54%|█████▎ | 10701/20000 [13:06:54<8:32:33, 3.31s/it] 54%|█████▎ | 10702/20000 [13:06:57<8:06:49, 3.14s/it] 54%|█████▎ | 10703/20000 [13:07:00<7:42:05, 2.98s/it] 54%|█████▎ | 10704/20000 [13:07:02<7:13:06, 2.80s/it] 54%|█████▎ | 10705/20000 [13:07:04<6:26:18, 2.49s/it] 54%|█████▎ | 10706/20000 [13:07:12<11:09:45, 4.32s/it] 54%|█████▎ | 10707/20000 [13:07:19<12:35:00, 4.87s/it] 54%|█████▎ | 10708/20000 [13:07:24<13:12:17, 5.12s/it] 54%|█████▎ | 10709/20000 [13:07:29<13:05:37, 5.07s/it] 54%|█████▎ | 10710/20000 [13:07:34<12:41:03, 4.92s/it] 54%|█████▎ | 10711/20000 [13:07:38<12:13:07, 4.74s/it] 54%|█████▎ | 10712/20000 [13:07:42<11:42:28, 4.54s/it] 54%|█████▎ | 10713/20000 [13:07:46<11:11:45, 4.34s/it] 54%|█████▎ | 10714/20000 [13:07:50<10:46:40, 4.18s/it] 54%|█████▎ | 10715/20000 [13:07:54<10:21:15, 4.01s/it] 54%|█████▎ | 10716/20000 [13:07:57<9:56:20, 3.85s/it] 54%|█████▎ | 10717/20000 [13:08:00<9:33:28, 3.71s/it] 54%|█████▎ | 10718/20000 [13:08:04<9:11:31, 3.57s/it] 54%|█████▎ | 10719/20000 [13:08:07<8:49:04, 3.42s/it] 54%|█████▎ | 10720/20000 [13:08:10<8:24:52, 3.26s/it] 54%|█████▎ | 10721/20000 [13:08:12<8:01:49, 3.12s/it] 54%|█████▎ | 10722/20000 [13:08:15<7:35:26, 2.95s/it] 54%|█████▎ | 10723/20000 [13:08:17<7:06:39, 2.76s/it] 54%|█████▎ | 10724/20000 [13:08:19<6:20:19, 2.46s/it] 54%|█████▎ | 10725/20000 [13:08:27<10:57:58, 4.26s/it] 54%|█████▎ | 10726/20000 [13:08:33<12:17:18, 4.77s/it] 54%|█████▎ | 10727/20000 [13:08:39<12:41:56, 4.93s/it] 54%|█████▎ | 10728/20000 [13:08:44<12:37:25, 4.90s/it] 54%|█████▎ | 10729/20000 [13:08:48<12:22:16, 4.80s/it] 54%|█████▎ | 10730/20000 [13:08:52<12:00:05, 4.66s/it] 54%|█████▎ | 10731/20000 [13:08:57<11:33:24, 4.49s/it] 54%|█████▎ | 10732/20000 [13:09:00<11:07:36, 4.32s/it] 54%|█████▎ | 10733/20000 [13:09:04<10:41:34, 4.15s/it] 54%|█████▎ | 10734/20000 [13:09:08<10:18:17, 4.00s/it] 54%|█████▎ | 10735/20000 [13:09:11<9:53:43, 3.84s/it] 54%|█████▎ | 10736/20000 [13:09:15<9:30:43, 3.70s/it] 54%|█████▎ | 10737/20000 [13:09:18<9:08:59, 3.56s/it] 54%|█████▎ | 10738/20000 [13:09:21<8:49:15, 3.43s/it] 54%|█████▎ | 10739/20000 [13:09:24<8:25:30, 3.28s/it] 54%|█████▎ | 10740/20000 [13:09:27<8:01:54, 3.12s/it] 54%|█████▎ | 10741/20000 [13:09:29<7:36:26, 2.96s/it] 54%|█████▎ | 10742/20000 [13:09:32<7:07:20, 2.77s/it] 54%|█████▎ | 10743/20000 [13:09:33<6:17:07, 2.44s/it] 54%|█████▎ | 10744/20000 [13:09:41<10:35:23, 4.12s/it] 54%|█████▎ | 10745/20000 [13:09:47<11:52:37, 4.62s/it] 54%|█████▎ | 10746/20000 [13:09:52<12:18:59, 4.79s/it] 54%|█████▎ | 10747/20000 [13:09:57<12:16:21, 4.77s/it] 54%|█████▎ | 10748/20000 [13:10:02<12:02:31, 4.69s/it] 54%|█████▎ | 10749/20000 [13:10:06<11:45:04, 4.57s/it] 54%|█████▍ | 10750/20000 [13:10:10<11:22:24, 4.43s/it] 54%|█████▍ | 10751/20000 [13:10:14<10:58:46, 4.27s/it] 54%|█████▍ | 10752/20000 [13:10:18<10:34:04, 4.11s/it] 54%|█████▍ | 10753/20000 [13:10:21<10:11:18, 3.97s/it] 54%|█████▍ | 10754/20000 [13:10:25<9:46:49, 3.81s/it] 54%|█████▍ | 10755/20000 [13:10:28<9:25:17, 3.67s/it] 54%|█████▍ | 10756/20000 [13:10:31<9:03:49, 3.53s/it] 54%|█████▍ | 10757/20000 [13:10:34<8:42:48, 3.39s/it] 54%|█████▍ | 10758/20000 [13:10:37<8:21:19, 3.25s/it] 54%|█████▍ | 10759/20000 [13:10:40<7:57:42, 3.10s/it] 54%|█████▍ | 10760/20000 [13:10:43<7:33:55, 2.95s/it] 54%|█████▍ | 10761/20000 [13:10:45<7:04:55, 2.76s/it] 54%|█████▍ | 10762/20000 [13:10:47<6:20:20, 2.47s/it] 54%|█████▍ | 10763/20000 [13:10:52<8:20:57, 3.25s/it] 54%|█████▍ | 10764/20000 [13:10:55<8:02:26, 3.13s/it] 54%|█████▍ | 10765/20000 [13:11:04<12:45:23, 4.97s/it] 54%|█████▍ | 10766/20000 [13:11:10<13:30:39, 5.27s/it] 54%|█████▍ | 10767/20000 [13:11:15<13:27:14, 5.25s/it] 54%|█████▍ | 10768/20000 [13:11:20<13:06:19, 5.11s/it] 54%|█████▍ | 10769/20000 [13:11:24<12:38:00, 4.93s/it] 54%|█████▍ | 10770/20000 [13:11:29<12:09:22, 4.74s/it] 54%|█████▍ | 10771/20000 [13:11:33<11:35:18, 4.52s/it] 54%|█████▍ | 10772/20000 [13:11:37<11:05:38, 4.33s/it] 54%|█████▍ | 10773/20000 [13:11:40<10:38:46, 4.15s/it] 54%|█████▍ | 10774/20000 [13:11:44<10:11:38, 3.98s/it] 54%|█████▍ | 10775/20000 [13:11:47<9:46:18, 3.81s/it] 54%|█████▍ | 10776/20000 [13:11:51<9:23:54, 3.67s/it] 54%|█████▍ | 10777/20000 [13:11:54<9:02:57, 3.53s/it] 54%|█████▍ | 10778/20000 [13:11:57<8:43:43, 3.41s/it] 54%|█████▍ | 10779/20000 [13:12:00<8:22:40, 3.27s/it] 54%|█████▍ | 10780/20000 [13:12:03<8:00:06, 3.12s/it] 54%|█████▍ | 10781/20000 [13:12:05<7:35:53, 2.97s/it] 54%|█████▍ | 10782/20000 [13:12:08<7:06:34, 2.78s/it] 54%|█████▍ | 10783/20000 [13:12:09<6:22:21, 2.49s/it] 54%|█████▍ | 10784/20000 [13:12:17<10:31:51, 4.11s/it] 54%|█████▍ | 10785/20000 [13:12:23<11:51:17, 4.63s/it] 54%|█████▍ | 10786/20000 [13:12:28<12:19:07, 4.81s/it] 54%|█████▍ | 10787/20000 [13:12:33<12:20:06, 4.82s/it] 54%|█████▍ | 10788/20000 [13:12:38<12:08:09, 4.74s/it] 54%|█████▍ | 10789/20000 [13:12:42<11:48:55, 4.62s/it] 54%|█████▍ | 10790/20000 [13:12:46<11:24:21, 4.46s/it] 54%|█████▍ | 10791/20000 [13:12:50<11:00:00, 4.30s/it] 54%|█████▍ | 10792/20000 [13:12:54<10:43:28, 4.19s/it] 54%|█████▍ | 10793/20000 [13:12:58<10:29:26, 4.10s/it] 54%|█████▍ | 10794/20000 [13:13:01<10:02:23, 3.93s/it] 54%|█████▍ | 10795/20000 [13:13:05<9:36:41, 3.76s/it] 54%|█████▍ | 10796/20000 [13:13:08<9:13:02, 3.61s/it] 54%|█████▍ | 10797/20000 [13:13:11<8:52:33, 3.47s/it] 54%|█████▍ | 10798/20000 [13:13:14<8:27:03, 3.31s/it] 54%|█████▍ | 10799/20000 [13:13:17<8:01:32, 3.14s/it] 54%|█████▍ | 10800/20000 [13:13:20<7:35:42, 2.97s/it] 54%|█████▍ | 10801/20000 [13:13:22<7:07:29, 2.79s/it] 54%|█████▍ | 10802/20000 [13:13:24<6:19:24, 2.47s/it] 54%|█████▍ | 10803/20000 [13:13:32<10:48:22, 4.23s/it] 54%|█████▍ | 10804/20000 [13:13:38<12:02:06, 4.71s/it] 54%|█████▍ | 10805/20000 [13:13:43<12:24:34, 4.86s/it] 54%|█████▍ | 10806/20000 [13:13:48<12:32:12, 4.91s/it] 54%|█████▍ | 10807/20000 [13:13:53<12:24:15, 4.86s/it] 54%|█████▍ | 10808/20000 [13:13:57<12:14:16, 4.79s/it] 54%|█████▍ | 10809/20000 [13:14:02<11:50:55, 4.64s/it] 54%|█████▍ | 10810/20000 [13:14:06<11:27:36, 4.49s/it] 54%|█████▍ | 10811/20000 [13:14:10<11:04:34, 4.34s/it] 54%|█████▍ | 10812/20000 [13:14:14<10:40:39, 4.18s/it] 54%|█████▍ | 10813/20000 [13:14:17<10:18:14, 4.04s/it] 54%|█████▍ | 10814/20000 [13:14:21<9:53:29, 3.88s/it] 54%|█████▍ | 10815/20000 [13:14:24<9:33:31, 3.75s/it] 54%|█████▍ | 10816/20000 [13:14:28<9:11:14, 3.60s/it] 54%|█████▍ | 10817/20000 [13:14:31<8:46:57, 3.44s/it] 54%|█████▍ | 10818/20000 [13:14:33<8:19:45, 3.27s/it] 54%|█████▍ | 10819/20000 [13:14:36<7:53:29, 3.09s/it] 54%|█████▍ | 10820/20000 [13:14:39<7:22:13, 2.89s/it] 54%|█████▍ | 10821/20000 [13:14:40<6:32:22, 2.56s/it] 54%|█████▍ | 10822/20000 [13:14:49<11:21:16, 4.45s/it] 54%|█████▍ | 10823/20000 [13:14:55<12:41:28, 4.98s/it] 54%|█████▍ | 10824/20000 [13:15:01<13:09:47, 5.16s/it] 54%|█████▍ | 10825/20000 [13:15:06<13:08:37, 5.16s/it] 54%|█████▍ | 10826/20000 [13:15:11<12:52:38, 5.05s/it] 54%|█████▍ | 10827/20000 [13:15:16<12:32:32, 4.92s/it] 54%|█████▍ | 10828/20000 [13:15:20<12:05:20, 4.74s/it] 54%|█████▍ | 10829/20000 [13:15:24<11:39:05, 4.57s/it] 54%|█████▍ | 10830/20000 [13:15:28<11:12:56, 4.40s/it] 54%|█████▍ | 10831/20000 [13:15:32<10:46:20, 4.23s/it] 54%|█████▍ | 10832/20000 [13:15:36<10:21:45, 4.07s/it] 54%|█████▍ | 10833/20000 [13:15:39<9:57:27, 3.91s/it] 54%|█████▍ | 10834/20000 [13:15:43<9:35:47, 3.77s/it] 54%|█████▍ | 10835/20000 [13:15:46<9:14:46, 3.63s/it] 54%|█████▍ | 10836/20000 [13:15:49<8:49:30, 3.47s/it] 54%|█████▍ | 10837/20000 [13:15:52<8:21:59, 3.29s/it] 54%|█████▍ | 10838/20000 [13:15:54<7:49:48, 3.08s/it] 54%|█████▍ | 10839/20000 [13:15:57<7:13:59, 2.84s/it] 54%|█████▍ | 10840/20000 [13:15:58<6:20:06, 2.49s/it] 54%|█████▍ | 10841/20000 [13:16:04<8:34:05, 3.37s/it] 54%|█████▍ | 10842/20000 [13:16:07<8:08:49, 3.20s/it] 54%|█████▍ | 10843/20000 [13:16:16<13:09:41, 5.17s/it] 54%|█████▍ | 10844/20000 [13:16:23<13:58:18, 5.49s/it] 54%|█████▍ | 10845/20000 [13:16:28<14:11:02, 5.58s/it] 54%|█████▍ | 10846/20000 [13:16:33<13:39:28, 5.37s/it] 54%|█████▍ | 10847/20000 [13:16:38<13:06:11, 5.15s/it] 54%|█████▍ | 10848/20000 [13:16:42<12:32:50, 4.94s/it] 54%|█████▍ | 10849/20000 [13:16:47<11:56:43, 4.70s/it] 54%|█████▍ | 10850/20000 [13:16:51<11:24:59, 4.49s/it] 54%|█████▍ | 10851/20000 [13:16:54<10:56:42, 4.31s/it] 54%|█████▍ | 10852/20000 [13:16:58<10:30:11, 4.13s/it] 54%|█████▍ | 10853/20000 [13:17:02<10:04:22, 3.96s/it] 54%|█████▍ | 10854/20000 [13:17:05<9:41:29, 3.81s/it] 54%|█████▍ | 10855/20000 [13:17:09<9:20:05, 3.67s/it] 54%|█████▍ | 10856/20000 [13:17:12<9:00:29, 3.55s/it] 54%|█████▍ | 10857/20000 [13:17:15<8:38:46, 3.40s/it] 54%|█████▍ | 10858/20000 [13:17:18<8:15:16, 3.25s/it] 54%|█████▍ | 10859/20000 [13:17:20<7:49:25, 3.08s/it] 54%|█████▍ | 10860/20000 [13:17:23<7:18:27, 2.88s/it] 54%|█████▍ | 10861/20000 [13:17:25<6:31:38, 2.57s/it] 54%|█████▍ | 10862/20000 [13:17:33<11:13:07, 4.42s/it] 54%|█████▍ | 10863/20000 [13:17:39<12:24:07, 4.89s/it] 54%|█████▍ | 10864/20000 [13:17:45<12:50:37, 5.06s/it] 54%|█████▍ | 10865/20000 [13:17:50<12:46:09, 5.03s/it] 54%|█████▍ | 10866/20000 [13:17:55<12:29:13, 4.92s/it] 54%|█████▍ | 10867/20000 [13:17:59<12:07:15, 4.78s/it] 54%|█████▍ | 10868/20000 [13:18:03<11:42:04, 4.61s/it] 54%|█████▍ | 10869/20000 [13:18:07<11:17:20, 4.45s/it] 54%|█████▍ | 10870/20000 [13:18:11<10:53:08, 4.29s/it] 54%|█████▍ | 10871/20000 [13:18:15<10:29:46, 4.14s/it] 54%|█████▍ | 10872/20000 [13:18:19<10:05:16, 3.98s/it] 54%|█████▍ | 10873/20000 [13:18:22<9:43:28, 3.84s/it] 54%|█████▍ | 10874/20000 [13:18:25<9:21:34, 3.69s/it] 54%|█████▍ | 10875/20000 [13:18:29<9:01:17, 3.56s/it] 54%|█████▍ | 10876/20000 [13:18:32<8:39:15, 3.41s/it] 54%|█████▍ | 10877/20000 [13:18:35<8:15:50, 3.26s/it] 54%|█████▍ | 10878/20000 [13:18:37<7:49:44, 3.09s/it] 54%|█████▍ | 10879/20000 [13:18:40<7:17:26, 2.88s/it] 54%|█████▍ | 10880/20000 [13:18:41<6:25:08, 2.53s/it] 54%|█████▍ | 10881/20000 [13:18:50<10:41:58, 4.22s/it] 54%|█████▍ | 10882/20000 [13:18:56<12:11:46, 4.82s/it] 54%|█████▍ | 10883/20000 [13:19:01<12:38:19, 4.99s/it] 54%|█████▍ | 10884/20000 [13:19:06<12:34:31, 4.97s/it] 54%|█████▍ | 10885/20000 [13:19:11<12:20:33, 4.87s/it] 54%|█████▍ | 10886/20000 [13:19:15<12:05:05, 4.77s/it] 54%|█████▍ | 10887/20000 [13:19:20<11:39:25, 4.61s/it] 54%|█████▍ | 10888/20000 [13:19:24<11:16:04, 4.45s/it] 54%|█████▍ | 10889/20000 [13:19:28<10:50:33, 4.28s/it] 54%|█████▍ | 10890/20000 [13:19:31<10:24:59, 4.12s/it] 54%|█████▍ | 10891/20000 [13:19:35<10:01:21, 3.96s/it] 54%|█████▍ | 10892/20000 [13:19:38<9:36:24, 3.80s/it] 54%|█████▍ | 10893/20000 [13:19:42<9:14:59, 3.66s/it] 54%|█████▍ | 10894/20000 [13:19:45<8:53:02, 3.51s/it] 54%|█████▍ | 10895/20000 [13:19:48<8:27:52, 3.35s/it] 54%|█████▍ | 10896/20000 [13:19:51<8:03:08, 3.18s/it] 54%|█████▍ | 10897/20000 [13:19:53<7:38:03, 3.02s/it] 54%|█████▍ | 10898/20000 [13:19:56<7:08:15, 2.82s/it] 54%|█████▍ | 10899/20000 [13:19:57<6:22:44, 2.52s/it] 55%|█████▍ | 10900/20000 [13:20:06<10:50:13, 4.29s/it] 55%|█████▍ | 10901/20000 [13:20:12<12:11:51, 4.83s/it] 55%|█████▍ | 10902/20000 [13:20:17<12:34:38, 4.98s/it] 55%|█████▍ | 10903/20000 [13:20:22<12:30:50, 4.95s/it] 55%|█████▍ | 10904/20000 [13:20:27<12:13:52, 4.84s/it] 55%|█████▍ | 10905/20000 [13:20:31<11:53:20, 4.71s/it] 55%|█████▍ | 10906/20000 [13:20:35<11:25:49, 4.52s/it] 55%|█████▍ | 10907/20000 [13:20:39<11:00:47, 4.36s/it] 55%|█████▍ | 10908/20000 [13:20:43<10:35:24, 4.19s/it] 55%|█████▍ | 10909/20000 [13:20:47<10:11:35, 4.04s/it] 55%|█████▍ | 10910/20000 [13:20:50<9:46:26, 3.87s/it] 55%|█████▍ | 10911/20000 [13:20:53<9:23:15, 3.72s/it] 55%|█████▍ | 10912/20000 [13:20:57<8:59:57, 3.56s/it] 55%|█████▍ | 10913/20000 [13:21:00<8:37:03, 3.41s/it] 55%|█████▍ | 10914/20000 [13:21:03<8:13:16, 3.26s/it] 55%|█████▍ | 10915/20000 [13:21:05<7:49:17, 3.10s/it] 55%|█████▍ | 10916/20000 [13:21:08<7:23:04, 2.93s/it] 55%|█████▍ | 10917/20000 [13:21:10<6:54:55, 2.74s/it] 55%|█████▍ | 10918/20000 [13:21:12<6:05:46, 2.42s/it] 55%|█████▍ | 10919/20000 [13:21:17<8:30:22, 3.37s/it] 55%|█████▍ | 10920/20000 [13:21:20<7:59:05, 3.17s/it] 55%|█████▍ | 10921/20000 [13:21:30<12:44:13, 5.05s/it] 55%|█████▍ | 10922/20000 [13:21:35<13:21:51, 5.30s/it] 55%|█████▍ | 10923/20000 [13:21:41<13:15:36, 5.26s/it] 55%|█████▍ | 10924/20000 [13:21:45<12:56:34, 5.13s/it] 55%|█████▍ | 10925/20000 [13:21:50<12:29:15, 4.95s/it] 55%|█████▍ | 10926/20000 [13:21:54<11:59:59, 4.76s/it] 55%|█████▍ | 10927/20000 [13:21:58<11:30:23, 4.57s/it] 55%|█████▍ | 10928/20000 [13:22:02<11:01:23, 4.37s/it] 55%|█████▍ | 10929/20000 [13:22:06<10:35:24, 4.20s/it] 55%|█████▍ | 10930/20000 [13:22:10<10:10:25, 4.04s/it] 55%|█████▍ | 10931/20000 [13:22:13<9:44:02, 3.86s/it] 55%|█████▍ | 10932/20000 [13:22:17<9:20:02, 3.71s/it] 55%|█████▍ | 10933/20000 [13:22:20<9:04:05, 3.60s/it] 55%|█████▍ | 10934/20000 [13:22:23<8:47:44, 3.49s/it] 55%|█████▍ | 10935/20000 [13:22:26<8:27:37, 3.36s/it] 55%|█████▍ | 10936/20000 [13:22:29<8:06:59, 3.22s/it] 55%|█████▍ | 10937/20000 [13:22:32<7:42:06, 3.06s/it] 55%|█████▍ | 10938/20000 [13:22:34<7:06:38, 2.82s/it] 55%|█████▍ | 10939/20000 [13:22:36<6:16:05, 2.49s/it] 55%|█████▍ | 10940/20000 [13:22:44<10:21:28, 4.12s/it] 55%|█████▍ | 10941/20000 [13:22:50<11:47:15, 4.68s/it] 55%|█████▍ | 10942/20000 [13:22:55<12:20:09, 4.90s/it] 55%|█████▍ | 10943/20000 [13:23:00<12:23:58, 4.93s/it] 55%|█████▍ | 10944/20000 [13:23:05<12:16:56, 4.88s/it] 55%|█████▍ | 10945/20000 [13:23:09<12:02:45, 4.79s/it] 55%|█████▍ | 10946/20000 [13:23:14<11:40:28, 4.64s/it] 55%|█████▍ | 10947/20000 [13:23:18<11:17:32, 4.49s/it] 55%|█████▍ | 10948/20000 [13:23:22<10:55:45, 4.35s/it] 55%|█████▍ | 10949/20000 [13:23:26<10:35:11, 4.21s/it] 55%|█████▍ | 10950/20000 [13:23:30<10:13:11, 4.07s/it] 55%|█████▍ | 10951/20000 [13:23:33<9:54:26, 3.94s/it] 55%|█████▍ | 10952/20000 [13:23:37<9:28:30, 3.77s/it] 55%|█████▍ | 10953/20000 [13:23:40<9:03:06, 3.60s/it] 55%|█████▍ | 10954/20000 [13:23:43<8:35:18, 3.42s/it] 55%|█████▍ | 10955/20000 [13:23:46<8:11:32, 3.26s/it] 55%|█████▍ | 10956/20000 [13:23:48<7:43:44, 3.08s/it] 55%|█████▍ | 10957/20000 [13:23:51<7:13:16, 2.87s/it] 55%|█████▍ | 10958/20000 [13:23:53<6:25:52, 2.56s/it] 55%|█████▍ | 10959/20000 [13:24:02<11:24:22, 4.54s/it] 55%|█████▍ | 10960/20000 [13:24:08<12:45:23, 5.08s/it] 55%|█████▍ | 10961/20000 [13:24:13<13:03:15, 5.20s/it] 55%|█████▍ | 10962/20000 [13:24:19<12:57:27, 5.16s/it] 55%|█████▍ | 10963/20000 [13:24:23<12:46:01, 5.09s/it] 55%|█████▍ | 10964/20000 [13:24:28<12:22:51, 4.93s/it] 55%|█████▍ | 10965/20000 [13:24:32<11:56:16, 4.76s/it] 55%|█████▍ | 10966/20000 [13:24:37<11:29:41, 4.58s/it] 55%|█████▍ | 10967/20000 [13:24:41<11:03:06, 4.40s/it] 55%|█████▍ | 10968/20000 [13:24:44<10:39:45, 4.25s/it] 55%|█████▍ | 10969/20000 [13:24:48<10:15:11, 4.09s/it] 55%|█████▍ | 10970/20000 [13:24:52<9:49:37, 3.92s/it] 55%|█████▍ | 10971/20000 [13:24:55<9:27:09, 3.77s/it] 55%|█████▍ | 10972/20000 [13:24:58<9:05:42, 3.63s/it] 55%|█████▍ | 10973/20000 [13:25:02<8:43:49, 3.48s/it] 55%|█████▍ | 10974/20000 [13:25:05<8:20:22, 3.33s/it] 55%|█████▍ | 10975/20000 [13:25:07<7:54:29, 3.15s/it] 55%|█████▍ | 10976/20000 [13:25:10<7:24:02, 2.95s/it] 55%|█████▍ | 10977/20000 [13:25:12<6:30:36, 2.60s/it] 55%|█████▍ | 10978/20000 [13:25:20<10:54:04, 4.35s/it] 55%|█████▍ | 10979/20000 [13:25:26<12:24:16, 4.95s/it] 55%|█████▍ | 10980/20000 [13:25:32<12:58:57, 5.18s/it] 55%|█████▍ | 10981/20000 [13:25:37<12:44:32, 5.09s/it] 55%|█████▍ | 10982/20000 [13:25:41<12:21:36, 4.93s/it] 55%|█████▍ | 10983/20000 [13:25:46<11:54:12, 4.75s/it] 55%|█████▍ | 10984/20000 [13:25:50<11:23:42, 4.55s/it] 55%|█████▍ | 10985/20000 [13:25:54<10:56:50, 4.37s/it] 55%|█████▍ | 10986/20000 [13:25:58<10:29:10, 4.19s/it] 55%|█████▍ | 10987/20000 [13:26:01<10:04:59, 4.03s/it] 55%|█████▍ | 10988/20000 [13:26:05<9:42:09, 3.88s/it] 55%|█████▍ | 10989/20000 [13:26:08<9:20:48, 3.73s/it] 55%|█████▍ | 10990/20000 [13:26:11<8:59:57, 3.60s/it] 55%|█████▍ | 10991/20000 [13:26:15<8:39:22, 3.46s/it] 55%|█████▍ | 10992/20000 [13:26:17<8:15:05, 3.30s/it] 55%|█████▍ | 10993/20000 [13:26:20<7:51:52, 3.14s/it] 55%|█████▍ | 10994/20000 [13:26:23<7:26:24, 2.97s/it] 55%|█████▍ | 10995/20000 [13:26:25<6:57:00, 2.78s/it] 55%|█████▍ | 10996/20000 [13:26:27<6:13:57, 2.49s/it] 55%|█████▍ | 10997/20000 [13:26:33<8:33:24, 3.42s/it] 55%|█████▍ | 10998/20000 [13:26:35<8:04:57, 3.23s/it] 55%|█████▍ | 10999/20000 [13:26:45<12:46:33, 5.11s/it] 55%|█████▌ | 11000/20000 [13:26:51<13:28:14, 5.39s/it] 55%|█████▌ | 11000/20000 [13:26:51<13:28:14, 5.39s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.08403545618057251, 'eval_wer': 0.0770048737261852, 'eval_runtime': 60.7541, 'eval_samples_per_second': 30.566, 'eval_steps_per_second': 1.284, 'epoch': 134.62} {'loss': 0.0061, 'learning_rate': 0.00023082051282051282, 'epoch': 141.03} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:24, 3.09it/s][A 4%|▍ | 3/78 [00:01<00:33, 2.21it/s][A 5%|▌ | 4/78 [00:01<00:39, 1.87it/s][A 6%|▋ | 5/78 [00:02<00:43, 1.68it/s][A 8%|▊ | 6/78 [00:03<00:48, 1.47it/s][A 9%|▉ | 7/78 [00:04<00:54, 1.31it/s][A 10%|█ | 8/78 [00:05<00:57, 1.21it/s][A 12%|█▏ | 9/78 [00:06<00:59, 1.16it/s][A 13%|█▎ | 10/78 [00:07<00:57, 1.18it/s][A 14%|█▍ | 11/78 [00:07<00:55, 1.21it/s][A 15%|█▌ | 12/78 [00:08<00:52, 1.27it/s][A 17%|█▋ | 13/78 [00:09<00:48, 1.34it/s][A 18%|█▊ | 14/78 [00:10<00:49, 1.29it/s][A 19%|█▉ | 15/78 [00:11<00:50, 1.24it/s][A 21%|██ | 16/78 [00:11<00:52, 1.19it/s][A 22%|██▏ | 17/78 [00:12<00:51, 1.19it/s][A 23%|██▎ | 18/78 [00:13<00:54, 1.11it/s][A 24%|██▍ | 19/78 [00:14<00:52, 1.12it/s][A 26%|██▌ | 20/78 [00:15<00:47, 1.23it/s][A 27%|██▋ | 21/78 [00:16<00:48, 1.18it/s][A 28%|██▊ | 22/78 [00:16<00:44, 1.25it/s][A 29%|██▉ | 23/78 [00:17<00:42, 1.30it/s][A 31%|███ | 24/78 [00:18<00:42, 1.27it/s][A 32%|███▏ | 25/78 [00:19<00:39, 1.33it/s][A 33%|███▎ | 26/78 [00:19<00:37, 1.37it/s][A 35%|███▍ | 27/78 [00:20<00:36, 1.38it/s][A 36%|███▌ | 28/78 [00:21<00:37, 1.34it/s][A 37%|███▋ | 29/78 [00:21<00:34, 1.42it/s][A 38%|███▊ | 30/78 [00:22<00:36, 1.31it/s][A 40%|███▉ | 31/78 [00:23<00:34, 1.37it/s][A 41%|████ | 32/78 [00:24<00:33, 1.39it/s][A 42%|████▏ | 33/78 [00:24<00:31, 1.41it/s][A 44%|████▎ | 34/78 [00:25<00:30, 1.45it/s][A 45%|████▍ | 35/78 [00:26<00:28, 1.50it/s][A 46%|████▌ | 36/78 [00:26<00:28, 1.49it/s][A 47%|████▋ | 37/78 [00:27<00:28, 1.42it/s][A 49%|████▊ | 38/78 [00:28<00:28, 1.38it/s][A 50%|█████ | 39/78 [00:29<00:32, 1.21it/s][A 51%|█████▏ | 40/78 [00:30<00:32, 1.18it/s][A 53%|█████▎ | 41/78 [00:31<00:34, 1.07it/s][A 54%|█████▍ | 42/78 [00:32<00:32, 1.11it/s][A 55%|█████▌ | 43/78 [00:33<00:31, 1.09it/s][A 56%|█████▋ | 44/78 [00:34<00:30, 1.11it/s][A 58%|█████▊ | 45/78 [00:34<00:28, 1.14it/s][A 59%|█████▉ | 46/78 [00:36<00:32, 1.00s/it][A 60%|██████ | 47/78 [00:36<00:28, 1.10it/s][A 62%|██████▏ | 48/78 [00:37<00:25, 1.18it/s][A 63%|██████▎ | 49/78 [00:38<00:22, 1.28it/s][A 64%|██████▍ | 50/78 [00:38<00:21, 1.30it/s][A 65%|██████▌ | 51/78 [00:39<00:19, 1.39it/s][A 67%|██████▋ | 52/78 [00:40<00:18, 1.41it/s][A 68%|██████▊ | 53/78 [00:40<00:17, 1.42it/s][A 69%|██████▉ | 54/78 [00:41<00:17, 1.35it/s][A 71%|███████ | 55/78 [00:42<00:17, 1.31it/s][A 72%|███████▏ | 56/78 [00:43<00:16, 1.30it/s][A 73%|███████▎ | 57/78 [00:44<00:19, 1.09it/s][A 74%|███████▍ | 58/78 [00:45<00:18, 1.10it/s][A 76%|███████▌ | 59/78 [00:46<00:17, 1.08it/s][A 77%|███████▋ | 60/78 [00:47<00:15, 1.14it/s][A 78%|███████▊ | 61/78 [00:48<00:14, 1.17it/s][A 79%|███████▉ | 62/78 [00:48<00:13, 1.18it/s][A 81%|████████ | 63/78 [00:49<00:12, 1.19it/s][A 82%|████████▏ | 64/78 [00:50<00:11, 1.19it/s][A 83%|████████▎ | 65/78 [00:51<00:10, 1.20it/s][A 85%|████████▍ | 66/78 [00:52<00:09, 1.24it/s][A 86%|████████▌ | 67/78 [00:52<00:08, 1.23it/s][A 87%|████████▋ | 68/78 [00:53<00:08, 1.25it/s][A 88%|████████▊ | 69/78 [00:54<00:07, 1.27it/s][A 90%|████████▉ | 70/78 [00:55<00:06, 1.20it/s][A 91%|█████████ | 71/78 [00:56<00:05, 1.26it/s][A 92%|█████████▏| 72/78 [00:56<00:04, 1.27it/s][A 94%|█████████▎| 73/78 [00:57<00:04, 1.24it/s][A 95%|█████████▍| 74/78 [00:58<00:03, 1.24it/s][A 96%|█████████▌| 75/78 [00:59<00:02, 1.24it/s][A 97%|█████████▋| 76/78 [01:00<00:01, 1.24it/s][A 99%|█████████▊| 77/78 [01:00<00:00, 1.30it/s][A 100%|██████████| 78/78 [01:01<00:00, 1.60it/s][A [A 55%|█████▌ | 11000/20000 [13:27:54<13:28:14, 5.39s/it] 100%|██████████| 78/78 [01:02<00:00, 1.60it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-11000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-11000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-11000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-11000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-10500] due to args.save_total_limit 55%|█████▌ | 11001/20000 [13:28:12<70:08:27, 28.06s/it] 55%|█████▌ | 11002/20000 [13:28:17<52:45:21, 21.11s/it] 55%|█████▌ | 11003/20000 [13:28:21<40:21:33, 16.15s/it] 55%|█████▌ | 11004/20000 [13:28:26<31:33:03, 12.63s/it] 55%|█████▌ | 11005/20000 [13:28:30<25:09:59, 10.07s/it] 55%|█████▌ | 11006/20000 [13:28:34<20:37:10, 8.25s/it] 55%|█████▌ | 11007/20000 [13:28:38<17:17:40, 6.92s/it] 55%|█████▌ | 11008/20000 [13:28:41<14:52:26, 5.95s/it] 55%|█████▌ | 11009/20000 [13:28:45<13:06:28, 5.25s/it] 55%|█████▌ | 11010/20000 [13:28:48<11:45:45, 4.71s/it] 55%|█████▌ | 11011/20000 [13:28:52<10:40:59, 4.28s/it] 55%|█████▌ | 11012/20000 [13:28:55<9:49:34, 3.94s/it] 55%|█████▌ | 11013/20000 [13:28:58<9:05:05, 3.64s/it] 55%|█████▌ | 11014/20000 [13:29:01<8:25:50, 3.38s/it] 55%|█████▌ | 11015/20000 [13:29:03<7:52:21, 3.15s/it] 55%|█████▌ | 11016/20000 [13:29:06<7:15:49, 2.91s/it] 55%|█████▌ | 11017/20000 [13:29:07<6:26:22, 2.58s/it] 55%|█████▌ | 11018/20000 [13:29:16<10:38:27, 4.26s/it] 55%|█████▌ | 11019/20000 [13:29:22<12:03:24, 4.83s/it] 55%|█████▌ | 11020/20000 [13:29:27<12:26:29, 4.99s/it] 55%|█████▌ | 11021/20000 [13:29:32<12:21:16, 4.95s/it] 55%|█████▌ | 11022/20000 [13:29:37<12:04:39, 4.84s/it] 55%|█████▌ | 11023/20000 [13:29:41<11:45:19, 4.71s/it] 55%|█████▌ | 11024/20000 [13:29:45<11:23:13, 4.57s/it] 55%|█████▌ | 11025/20000 [13:29:49<10:58:13, 4.40s/it] 55%|█████▌ | 11026/20000 [13:29:53<10:35:19, 4.25s/it] 55%|█████▌ | 11027/20000 [13:29:57<10:11:36, 4.09s/it] 55%|█████▌ | 11028/20000 [13:30:00<9:47:59, 3.93s/it] 55%|█████▌ | 11029/20000 [13:30:04<9:27:01, 3.79s/it] 55%|█████▌ | 11030/20000 [13:30:07<9:06:23, 3.65s/it] 55%|█████▌ | 11031/20000 [13:30:10<8:50:07, 3.55s/it] 55%|█████▌ | 11032/20000 [13:30:13<8:27:51, 3.40s/it] 55%|█████▌ | 11033/20000 [13:30:16<8:04:03, 3.24s/it] 55%|█████▌ | 11034/20000 [13:30:19<7:33:39, 3.04s/it] 55%|█████▌ | 11035/20000 [13:30:21<7:01:30, 2.82s/it] 55%|█████▌ | 11036/20000 [13:30:23<6:14:39, 2.51s/it] 55%|█████▌ | 11037/20000 [13:30:31<10:33:22, 4.24s/it] 55%|█████▌ | 11038/20000 [13:30:37<11:53:40, 4.78s/it] 55%|█████▌ | 11039/20000 [13:30:43<12:19:38, 4.95s/it] 55%|█████▌ | 11040/20000 [13:30:48<12:18:03, 4.94s/it] 55%|█████▌ | 11041/20000 [13:30:52<12:04:44, 4.85s/it] 55%|█████▌ | 11042/20000 [13:30:57<11:44:28, 4.72s/it] 55%|█████▌ | 11043/20000 [13:31:01<11:22:41, 4.57s/it] 55%|█████▌ | 11044/20000 [13:31:05<11:02:19, 4.44s/it] 55%|█████▌ | 11045/20000 [13:31:09<10:39:45, 4.29s/it] 55%|█████▌ | 11046/20000 [13:31:13<10:16:31, 4.13s/it] 55%|█████▌ | 11047/20000 [13:31:16<9:54:49, 3.99s/it] 55%|█████▌ | 11048/20000 [13:31:20<9:33:03, 3.84s/it] 55%|█████▌ | 11049/20000 [13:31:23<9:12:01, 3.70s/it] 55%|█████▌ | 11050/20000 [13:31:27<8:55:26, 3.59s/it] 55%|█████▌ | 11051/20000 [13:31:30<8:30:34, 3.42s/it] 55%|█████▌ | 11052/20000 [13:31:33<8:07:35, 3.27s/it] 55%|█████▌ | 11053/20000 [13:31:35<7:43:02, 3.11s/it] 55%|█████▌ | 11054/20000 [13:31:38<7:13:18, 2.91s/it] 55%|█████▌ | 11055/20000 [13:31:40<6:26:43, 2.59s/it] 55%|█████▌ | 11056/20000 [13:31:49<11:13:53, 4.52s/it] 55%|█████▌ | 11057/20000 [13:31:55<12:21:35, 4.98s/it] 55%|█████▌ | 11058/20000 [13:32:00<12:40:38, 5.10s/it] 55%|█████▌ | 11059/20000 [13:32:05<12:35:13, 5.07s/it] 55%|█████▌ | 11060/20000 [13:32:10<12:18:21, 4.96s/it] 55%|█████▌ | 11061/20000 [13:32:14<11:57:40, 4.82s/it] 55%|█████▌ | 11062/20000 [13:32:18<11:28:05, 4.62s/it] 55%|█████▌ | 11063/20000 [13:32:22<11:02:04, 4.44s/it] 55%|█████▌ | 11064/20000 [13:32:26<10:34:54, 4.26s/it] 55%|█████▌ | 11065/20000 [13:32:30<10:08:04, 4.08s/it] 55%|█████▌ | 11066/20000 [13:32:33<9:43:41, 3.92s/it] 55%|█████▌ | 11067/20000 [13:32:37<9:19:13, 3.76s/it] 55%|█████▌ | 11068/20000 [13:32:40<8:57:14, 3.61s/it] 55%|█████▌ | 11069/20000 [13:32:43<8:38:15, 3.48s/it] 55%|█████▌ | 11070/20000 [13:32:46<8:17:00, 3.34s/it] 55%|█████▌ | 11071/20000 [13:32:49<7:55:32, 3.20s/it] 55%|█████▌ | 11072/20000 [13:32:52<7:32:23, 3.04s/it] 55%|█████▌ | 11073/20000 [13:32:54<7:03:27, 2.85s/it] 55%|█████▌ | 11074/20000 [13:32:56<6:14:53, 2.52s/it] 55%|█████▌ | 11075/20000 [13:33:01<8:26:49, 3.41s/it] 55%|█████▌ | 11076/20000 [13:33:04<8:05:24, 3.26s/it] 55%|█████▌ | 11077/20000 [13:33:14<12:51:34, 5.19s/it] 55%|█████▌ | 11078/20000 [13:33:20<13:39:18, 5.51s/it] 55%|█████▌ | 11079/20000 [13:33:26<13:41:21, 5.52s/it] 55%|█████▌ | 11080/20000 [13:33:31<13:20:34, 5.38s/it] 55%|█████▌ | 11081/20000 [13:33:36<12:51:27, 5.19s/it] 55%|█████▌ | 11082/20000 [13:33:40<12:19:01, 4.97s/it] 55%|█████▌ | 11083/20000 [13:33:44<11:43:58, 4.74s/it] 55%|█████▌ | 11084/20000 [13:33:48<11:09:48, 4.51s/it] 55%|█████▌ | 11085/20000 [13:33:52<10:39:43, 4.31s/it] 55%|█████▌ | 11086/20000 [13:33:56<10:11:58, 4.12s/it] 55%|█████▌ | 11087/20000 [13:33:59<9:47:18, 3.95s/it] 55%|█████▌ | 11088/20000 [13:34:03<9:23:49, 3.80s/it] 55%|█████▌ | 11089/20000 [13:34:06<9:00:11, 3.64s/it] 55%|█████▌ | 11090/20000 [13:34:09<8:39:56, 3.50s/it] 55%|█████▌ | 11091/20000 [13:34:12<8:20:11, 3.37s/it] 55%|█████▌ | 11092/20000 [13:34:15<7:57:58, 3.22s/it] 55%|█████▌ | 11093/20000 [13:34:18<7:35:57, 3.07s/it] 55%|█████▌ | 11094/20000 [13:34:20<7:05:52, 2.87s/it] 55%|█████▌ | 11095/20000 [13:34:22<6:15:06, 2.53s/it] 55%|█████▌ | 11096/20000 [13:34:30<10:40:21, 4.32s/it] 55%|█████▌ | 11097/20000 [13:34:36<11:44:08, 4.75s/it] 55%|█████▌ | 11098/20000 [13:34:41<11:59:44, 4.85s/it] 55%|█████▌ | 11099/20000 [13:34:46<11:54:01, 4.81s/it] 56%|█████▌ | 11100/20000 [13:34:51<11:40:05, 4.72s/it] 56%|█████▌ | 11101/20000 [13:34:55<11:20:40, 4.59s/it] 56%|█████▌ | 11102/20000 [13:34:59<10:54:23, 4.41s/it] 56%|█████▌ | 11103/20000 [13:35:03<10:28:28, 4.24s/it] 56%|█████▌ | 11104/20000 [13:35:06<10:04:07, 4.07s/it] 56%|█████▌ | 11105/20000 [13:35:10<9:44:04, 3.94s/it] 56%|█████▌ | 11106/20000 [13:35:13<9:23:22, 3.80s/it] 56%|█████▌ | 11107/20000 [13:35:17<9:04:54, 3.68s/it] 56%|█████▌ | 11108/20000 [13:35:20<8:46:17, 3.55s/it] 56%|█████▌ | 11109/20000 [13:35:23<8:26:14, 3.42s/it] 56%|█████▌ | 11110/20000 [13:35:26<8:04:18, 3.27s/it] 56%|█████▌ | 11111/20000 [13:35:29<7:42:21, 3.12s/it] 56%|█████▌ | 11112/20000 [13:35:31<7:18:24, 2.96s/it] 56%|█████▌ | 11113/20000 [13:35:34<6:52:16, 2.78s/it] 56%|█████▌ | 11114/20000 [13:35:36<6:05:15, 2.47s/it] 56%|█████▌ | 11115/20000 [13:35:44<10:24:46, 4.22s/it] 56%|█████▌ | 11116/20000 [13:35:50<11:47:30, 4.78s/it] 56%|█████▌ | 11117/20000 [13:35:55<12:17:32, 4.98s/it] 56%|█████▌ | 11118/20000 [13:36:00<12:16:41, 4.98s/it] 56%|█████▌ | 11119/20000 [13:36:05<12:08:21, 4.92s/it] 56%|█████▌ | 11120/20000 [13:36:10<11:48:42, 4.79s/it] 56%|█████▌ | 11121/20000 [13:36:14<11:22:40, 4.61s/it] 56%|█████▌ | 11122/20000 [13:36:18<10:58:27, 4.45s/it] 56%|█████▌ | 11123/20000 [13:36:22<10:34:25, 4.29s/it] 56%|█████▌ | 11124/20000 [13:36:26<10:13:05, 4.14s/it] 56%|█████▌ | 11125/20000 [13:36:29<9:48:51, 3.98s/it] 56%|█████▌ | 11126/20000 [13:36:33<9:25:15, 3.82s/it] 56%|█████▌ | 11127/20000 [13:36:36<9:06:20, 3.69s/it] 56%|█████▌ | 11128/20000 [13:36:39<8:45:57, 3.56s/it] 56%|█████▌ | 11129/20000 [13:36:42<8:21:44, 3.39s/it] 56%|█████▌ | 11130/20000 [13:36:45<7:58:08, 3.23s/it] 56%|█████▌ | 11131/20000 [13:36:48<7:34:03, 3.07s/it] 56%|█████▌ | 11132/20000 [13:36:50<7:03:19, 2.86s/it] 56%|█████▌ | 11133/20000 [13:36:52<6:16:50, 2.55s/it] 56%|█████▌ | 11134/20000 [13:37:00<10:27:38, 4.25s/it] 56%|█████▌ | 11135/20000 [13:37:06<11:47:46, 4.79s/it] 56%|█████▌ | 11136/20000 [13:37:12<12:12:50, 4.96s/it] 56%|█████▌ | 11137/20000 [13:37:17<12:11:24, 4.95s/it] 56%|█████▌ | 11138/20000 [13:37:21<11:56:19, 4.85s/it] 56%|█████▌ | 11139/20000 [13:37:26<11:37:00, 4.72s/it] 56%|█████▌ | 11140/20000 [13:37:30<11:10:32, 4.54s/it] 56%|█████▌ | 11141/20000 [13:37:34<10:48:24, 4.39s/it] 56%|█████▌ | 11142/20000 [13:37:38<10:25:46, 4.24s/it] 56%|█████▌ | 11143/20000 [13:37:41<10:02:47, 4.08s/it] 56%|█████▌ | 11144/20000 [13:37:45<9:39:31, 3.93s/it] 56%|█████▌ | 11145/20000 [13:37:49<9:19:59, 3.79s/it] 56%|█████▌ | 11146/20000 [13:37:52<8:59:49, 3.66s/it] 56%|█████▌ | 11147/20000 [13:37:55<8:40:17, 3.53s/it] 56%|█████▌ | 11148/20000 [13:37:58<8:19:05, 3.38s/it] 56%|█████▌ | 11149/20000 [13:38:01<7:56:11, 3.23s/it] 56%|█████▌ | 11150/20000 [13:38:04<7:29:26, 3.05s/it] 56%|█████▌ | 11151/20000 [13:38:06<7:01:04, 2.86s/it] 56%|█████▌ | 11152/20000 [13:38:08<6:15:24, 2.55s/it] 56%|█████▌ | 11153/20000 [13:38:13<8:18:34, 3.38s/it] 56%|█████▌ | 11154/20000 [13:38:16<7:49:47, 3.19s/it] 56%|█████▌ | 11155/20000 [13:38:25<12:27:27, 5.07s/it] 56%|█████▌ | 11156/20000 [13:38:31<13:13:37, 5.38s/it] 56%|█████▌ | 11157/20000 [13:38:37<13:15:18, 5.40s/it] 56%|█████▌ | 11158/20000 [13:38:42<12:54:15, 5.25s/it] 56%|█████▌ | 11159/20000 [13:38:47<12:30:04, 5.09s/it] 56%|█████▌ | 11160/20000 [13:38:51<11:59:35, 4.88s/it] 56%|█████▌ | 11161/20000 [13:38:55<11:23:34, 4.64s/it] 56%|█████▌ | 11162/20000 [13:38:59<10:49:23, 4.41s/it] 56%|█████▌ | 11163/20000 [13:39:03<10:19:40, 4.21s/it] 56%|█████▌ | 11164/20000 [13:39:06<9:53:00, 4.03s/it] 56%|█████▌ | 11165/20000 [13:39:10<9:27:42, 3.86s/it] 56%|█████▌ | 11166/20000 [13:39:13<9:06:44, 3.71s/it] 56%|█████▌ | 11167/20000 [13:39:16<8:45:33, 3.57s/it] 56%|█████▌ | 11168/20000 [13:39:19<8:25:02, 3.43s/it] 56%|█████▌ | 11169/20000 [13:39:22<8:01:16, 3.27s/it] 56%|█████▌ | 11170/20000 [13:39:25<7:40:32, 3.13s/it] 56%|█████▌ | 11171/20000 [13:39:28<7:16:48, 2.97s/it] 56%|█████▌ | 11172/20000 [13:39:30<6:49:05, 2.78s/it] 56%|█████▌ | 11173/20000 [13:39:32<6:05:56, 2.49s/it] 56%|█████▌ | 11174/20000 [13:39:40<10:21:12, 4.22s/it] 56%|█████▌ | 11175/20000 [13:39:46<11:39:13, 4.75s/it] 56%|█████▌ | 11176/20000 [13:39:51<12:06:07, 4.94s/it] 56%|█████▌ | 11177/20000 [13:39:56<12:09:25, 4.96s/it] 56%|█████▌ | 11178/20000 [13:40:01<12:01:02, 4.90s/it] 56%|█████▌ | 11179/20000 [13:40:06<11:42:57, 4.78s/it] 56%|█████▌ | 11180/20000 [13:40:10<11:17:33, 4.61s/it] 56%|█████▌ | 11181/20000 [13:40:14<10:54:32, 4.45s/it] 56%|█████▌ | 11182/20000 [13:40:18<10:30:50, 4.29s/it] 56%|█████▌ | 11183/20000 [13:40:22<10:08:23, 4.14s/it] 56%|█████▌ | 11184/20000 [13:40:25<9:46:13, 3.99s/it] 56%|█████▌ | 11185/20000 [13:40:29<9:23:46, 3.84s/it] 56%|█████▌ | 11186/20000 [13:40:32<9:00:21, 3.68s/it] 56%|█████▌ | 11187/20000 [13:40:35<8:40:30, 3.54s/it] 56%|█████▌ | 11188/20000 [13:40:38<8:17:23, 3.39s/it] 56%|█████▌ | 11189/20000 [13:40:41<7:53:30, 3.22s/it] 56%|█████▌ | 11190/20000 [13:40:44<7:28:18, 3.05s/it] 56%|█████▌ | 11191/20000 [13:40:46<6:57:22, 2.84s/it] 56%|█████▌ | 11192/20000 [13:40:48<6:08:40, 2.51s/it] 56%|█████▌ | 11193/20000 [13:40:57<10:55:17, 4.46s/it] 56%|█████▌ | 11194/20000 [13:41:03<12:12:35, 4.99s/it] 56%|█████▌ | 11195/20000 [13:41:09<12:32:45, 5.13s/it] 56%|█████▌ | 11196/20000 [13:41:14<12:27:20, 5.09s/it] 56%|█████▌ | 11197/20000 [13:41:18<12:09:38, 4.97s/it] 56%|█████▌ | 11198/20000 [13:41:23<11:48:42, 4.83s/it] 56%|█████▌ | 11199/20000 [13:41:27<11:21:21, 4.65s/it] 56%|█████▌ | 11200/20000 [13:41:31<10:54:00, 4.46s/it] 56%|█████▌ | 11201/20000 [13:41:35<10:29:17, 4.29s/it] 56%|█████▌ | 11202/20000 [13:41:39<10:05:27, 4.13s/it] 56%|█████▌ | 11203/20000 [13:41:42<9:41:02, 3.96s/it] 56%|█████▌ | 11204/20000 [13:41:46<9:14:22, 3.78s/it] 56%|█████▌ | 11205/20000 [13:41:49<8:52:16, 3.63s/it] 56%|█████▌ | 11206/20000 [13:41:52<8:30:46, 3.48s/it] 56%|█████▌ | 11207/20000 [13:41:55<8:08:01, 3.33s/it] 56%|█████▌ | 11208/20000 [13:41:58<7:48:48, 3.20s/it] 56%|█████▌ | 11209/20000 [13:42:01<7:25:56, 3.04s/it] 56%|█████▌ | 11210/20000 [13:42:03<7:02:05, 2.88s/it] 56%|█████▌ | 11211/20000 [13:42:05<6:17:24, 2.58s/it] 56%|█████▌ | 11212/20000 [13:42:13<10:27:55, 4.29s/it] 56%|█████▌ | 11213/20000 [13:42:20<11:49:55, 4.85s/it] 56%|█████▌ | 11214/20000 [13:42:25<12:16:01, 5.03s/it] 56%|█████▌ | 11215/20000 [13:42:30<12:19:14, 5.05s/it] 56%|█████▌ | 11216/20000 [13:42:35<12:07:48, 4.97s/it] 56%|█████▌ | 11217/20000 [13:42:39<11:50:05, 4.85s/it] 56%|█████▌ | 11218/20000 [13:42:44<11:24:48, 4.68s/it] 56%|█████▌ | 11219/20000 [13:42:48<10:58:27, 4.50s/it] 56%|█████▌ | 11220/20000 [13:42:52<10:35:25, 4.34s/it] 56%|█████▌ | 11221/20000 [13:42:56<10:13:16, 4.19s/it] 56%|█████▌ | 11222/20000 [13:42:59<9:49:20, 4.03s/it] 56%|█████▌ | 11223/20000 [13:43:03<9:27:06, 3.88s/it] 56%|█████▌ | 11224/20000 [13:43:06<9:04:32, 3.72s/it] 56%|█████▌ | 11225/20000 [13:43:09<8:43:04, 3.58s/it] 56%|█████▌ | 11226/20000 [13:43:12<8:18:33, 3.41s/it] 56%|█████▌ | 11227/20000 [13:43:15<7:55:00, 3.25s/it] 56%|█████▌ | 11228/20000 [13:43:18<7:27:54, 3.06s/it] 56%|█████▌ | 11229/20000 [13:43:20<6:59:02, 2.87s/it] 56%|█████▌ | 11230/20000 [13:43:22<6:12:18, 2.55s/it] 56%|█████▌ | 11231/20000 [13:43:28<8:20:44, 3.43s/it] 56%|█████▌ | 11232/20000 [13:43:30<7:48:26, 3.21s/it] 56%|█████▌ | 11233/20000 [13:43:40<12:41:14, 5.21s/it] 56%|█████▌ | 11234/20000 [13:43:46<13:26:51, 5.52s/it] 56%|█████▌ | 11235/20000 [13:43:52<13:23:16, 5.50s/it] 56%|█████▌ | 11236/20000 [13:43:57<12:57:51, 5.33s/it] 56%|█████▌ | 11237/20000 [13:44:02<12:39:41, 5.20s/it] 56%|█████▌ | 11238/20000 [13:44:06<12:07:22, 4.98s/it] 56%|█████▌ | 11239/20000 [13:44:10<11:25:26, 4.69s/it] 56%|█████▌ | 11240/20000 [13:44:14<10:51:11, 4.46s/it] 56%|█████▌ | 11241/20000 [13:44:18<10:22:26, 4.26s/it] 56%|█████▌ | 11242/20000 [13:44:22<9:54:56, 4.08s/it] 56%|█████▌ | 11243/20000 [13:44:25<9:28:54, 3.90s/it] 56%|█████▌ | 11244/20000 [13:44:28<9:05:24, 3.74s/it] 56%|█████▌ | 11245/20000 [13:44:32<8:43:32, 3.59s/it] 56%|█████▌ | 11246/20000 [13:44:35<8:22:28, 3.44s/it] 56%|█████▌ | 11247/20000 [13:44:38<8:02:03, 3.30s/it] 56%|█████▌ | 11248/20000 [13:44:41<7:40:30, 3.16s/it] 56%|█████▌ | 11249/20000 [13:44:43<7:17:46, 3.00s/it] 56%|█████▋ | 11250/20000 [13:44:46<6:51:21, 2.82s/it] 56%|█████▋ | 11251/20000 [13:44:47<6:06:11, 2.51s/it] 56%|█████▋ | 11252/20000 [13:44:56<10:28:22, 4.31s/it] 56%|█████▋ | 11253/20000 [13:45:02<11:51:17, 4.88s/it] 56%|█████▋ | 11254/20000 [13:45:07<12:15:59, 5.05s/it] 56%|█████▋ | 11255/20000 [13:45:13<12:16:16, 5.05s/it] 56%|█████▋ | 11256/20000 [13:45:17<12:04:56, 4.97s/it] 56%|█████▋ | 11257/20000 [13:45:22<11:42:18, 4.82s/it] 56%|█████▋ | 11258/20000 [13:45:26<11:16:25, 4.64s/it] 56%|█████▋ | 11259/20000 [13:45:30<10:53:13, 4.48s/it] 56%|█████▋ | 11260/20000 [13:45:34<10:33:32, 4.35s/it] 56%|█████▋ | 11261/20000 [13:45:38<10:08:44, 4.18s/it] 56%|█████▋ | 11262/20000 [13:45:42<9:42:29, 4.00s/it] 56%|█████▋ | 11263/20000 [13:45:45<9:18:43, 3.84s/it] 56%|█████▋ | 11264/20000 [13:45:48<8:55:53, 3.68s/it] 56%|█████▋ | 11265/20000 [13:45:52<8:35:10, 3.54s/it] 56%|█████▋ | 11266/20000 [13:45:54<8:10:08, 3.37s/it] 56%|█████▋ | 11267/20000 [13:45:57<7:46:51, 3.21s/it] 56%|█████▋ | 11268/20000 [13:46:00<7:22:19, 3.04s/it] 56%|█████▋ | 11269/20000 [13:46:02<6:53:34, 2.84s/it] 56%|█████▋ | 11270/20000 [13:46:04<6:07:48, 2.53s/it] 56%|█████▋ | 11271/20000 [13:46:13<10:39:06, 4.39s/it] 56%|█████▋ | 11272/20000 [13:46:19<11:50:29, 4.88s/it] 56%|█████▋ | 11273/20000 [13:46:24<12:13:10, 5.04s/it] 56%|█████▋ | 11274/20000 [13:46:29<12:10:52, 5.03s/it] 56%|█████▋ | 11275/20000 [13:46:34<11:57:23, 4.93s/it] 56%|█████▋ | 11276/20000 [13:46:39<11:40:14, 4.82s/it] 56%|█████▋ | 11277/20000 [13:46:43<11:12:40, 4.63s/it] 56%|█████▋ | 11278/20000 [13:46:47<10:47:06, 4.45s/it] 56%|█████▋ | 11279/20000 [13:46:51<10:25:26, 4.30s/it] 56%|█████▋ | 11280/20000 [13:46:54<10:00:18, 4.13s/it] 56%|█████▋ | 11281/20000 [13:46:58<9:36:50, 3.97s/it] 56%|█████▋ | 11282/20000 [13:47:02<9:17:29, 3.84s/it] 56%|█████▋ | 11283/20000 [13:47:05<8:56:56, 3.70s/it] 56%|█████▋ | 11284/20000 [13:47:08<8:36:15, 3.55s/it] 56%|█████▋ | 11285/20000 [13:47:11<8:12:54, 3.39s/it] 56%|█████▋ | 11286/20000 [13:47:14<7:48:46, 3.23s/it] 56%|█████▋ | 11287/20000 [13:47:17<7:24:46, 3.06s/it] 56%|█████▋ | 11288/20000 [13:47:19<6:55:21, 2.86s/it] 56%|█████▋ | 11289/20000 [13:47:21<6:08:16, 2.54s/it] 56%|█████▋ | 11290/20000 [13:47:29<10:09:57, 4.20s/it] 56%|█████▋ | 11291/20000 [13:47:35<11:25:38, 4.72s/it] 56%|█████▋ | 11292/20000 [13:47:40<11:54:04, 4.92s/it] 56%|█████▋ | 11293/20000 [13:47:45<11:53:57, 4.92s/it] 56%|█████▋ | 11294/20000 [13:47:50<11:44:17, 4.85s/it] 56%|█████▋ | 11295/20000 [13:47:54<11:28:51, 4.75s/it] 56%|█████▋ | 11296/20000 [13:47:59<11:02:28, 4.57s/it] 56%|█████▋ | 11297/20000 [13:48:03<10:37:21, 4.39s/it] 56%|█████▋ | 11298/20000 [13:48:06<10:13:32, 4.23s/it] 56%|█████▋ | 11299/20000 [13:48:10<9:49:43, 4.07s/it] 56%|█████▋ | 11300/20000 [13:48:14<9:27:56, 3.92s/it] 57%|█████▋ | 11301/20000 [13:48:17<9:08:54, 3.79s/it] 57%|█████▋ | 11302/20000 [13:48:20<8:49:07, 3.65s/it] 57%|█████▋ | 11303/20000 [13:48:24<8:29:30, 3.52s/it] 57%|█████▋ | 11304/20000 [13:48:27<8:05:51, 3.35s/it] 57%|█████▋ | 11305/20000 [13:48:30<7:44:26, 3.20s/it] 57%|█████▋ | 11306/20000 [13:48:32<7:18:16, 3.02s/it] 57%|█████▋ | 11307/20000 [13:48:34<6:48:37, 2.82s/it] 57%|█████▋ | 11308/20000 [13:48:36<6:03:32, 2.51s/it] 57%|█████▋ | 11309/20000 [13:48:42<8:06:41, 3.36s/it] 57%|█████▋ | 11310/20000 [13:48:44<7:43:12, 3.20s/it] 57%|█████▋ | 11311/20000 [13:48:54<12:18:26, 5.10s/it] 57%|█████▋ | 11312/20000 [13:49:00<12:59:15, 5.38s/it] 57%|█████▋ | 11313/20000 [13:49:05<12:57:29, 5.37s/it] 57%|█████▋ | 11314/20000 [13:49:10<12:40:24, 5.25s/it] 57%|█████▋ | 11315/20000 [13:49:15<12:19:42, 5.11s/it] 57%|█████▋ | 11316/20000 [13:49:20<11:54:24, 4.94s/it] 57%|█████▋ | 11317/20000 [13:49:24<11:22:48, 4.72s/it] 57%|█████▋ | 11318/20000 [13:49:28<10:54:27, 4.52s/it] 57%|█████▋ | 11319/20000 [13:49:32<10:28:13, 4.34s/it] 57%|█████▋ | 11320/20000 [13:49:36<10:01:32, 4.16s/it] 57%|█████▋ | 11321/20000 [13:49:39<9:39:02, 4.00s/it] 57%|█████▋ | 11322/20000 [13:49:43<9:19:07, 3.87s/it] 57%|█████▋ | 11323/20000 [13:49:46<8:57:14, 3.71s/it] 57%|█████▋ | 11324/20000 [13:49:49<8:35:58, 3.57s/it] 57%|█████▋ | 11325/20000 [13:49:52<8:11:26, 3.40s/it] 57%|█████▋ | 11326/20000 [13:49:55<7:47:55, 3.24s/it] 57%|█████▋ | 11327/20000 [13:49:58<7:23:14, 3.07s/it] 57%|█████▋ | 11328/20000 [13:50:00<6:53:55, 2.86s/it] 57%|█████▋ | 11329/20000 [13:50:02<6:05:58, 2.53s/it] 57%|█████▋ | 11330/20000 [13:50:10<10:22:08, 4.31s/it] 57%|█████▋ | 11331/20000 [13:50:17<11:42:54, 4.86s/it] 57%|█████▋ | 11332/20000 [13:50:22<12:07:45, 5.04s/it] 57%|█████▋ | 11333/20000 [13:50:27<12:04:58, 5.02s/it] 57%|█████▋ | 11334/20000 [13:50:32<11:49:07, 4.91s/it] 57%|█████▋ | 11335/20000 [13:50:36<11:28:53, 4.77s/it] 57%|█████▋ | 11336/20000 [13:50:40<11:03:53, 4.60s/it] 57%|█████▋ | 11337/20000 [13:50:44<10:39:37, 4.43s/it] 57%|█████▋ | 11338/20000 [13:50:48<10:16:57, 4.27s/it] 57%|█████▋ | 11339/20000 [13:50:52<9:54:30, 4.12s/it] 57%|█████▋ | 11340/20000 [13:50:56<9:31:43, 3.96s/it] 57%|█████▋ | 11341/20000 [13:50:59<9:07:51, 3.80s/it] 57%|█████▋ | 11342/20000 [13:51:02<8:43:56, 3.63s/it] 57%|█████▋ | 11343/20000 [13:51:05<8:22:57, 3.49s/it] 57%|█████▋ | 11344/20000 [13:51:08<8:00:19, 3.33s/it] 57%|█████▋ | 11345/20000 [13:51:11<7:37:08, 3.17s/it] 57%|█████▋ | 11346/20000 [13:51:14<7:13:50, 3.01s/it] 57%|█████▋ | 11347/20000 [13:51:16<6:47:00, 2.82s/it] 57%|█████▋ | 11348/20000 [13:51:18<6:02:10, 2.51s/it] 57%|█████▋ | 11349/20000 [13:51:26<10:17:32, 4.28s/it] 57%|█████▋ | 11350/20000 [13:51:32<11:31:19, 4.80s/it] 57%|█████▋ | 11351/20000 [13:51:38<11:52:10, 4.94s/it] 57%|█████▋ | 11352/20000 [13:51:43<11:50:49, 4.93s/it] 57%|█████▋ | 11353/20000 [13:51:47<11:37:31, 4.84s/it] 57%|█████▋ | 11354/20000 [13:51:52<11:18:44, 4.71s/it] 57%|█████▋ | 11355/20000 [13:51:56<10:54:13, 4.54s/it] 57%|█████▋ | 11356/20000 [13:52:00<10:30:36, 4.38s/it] 57%|█████▋ | 11357/20000 [13:52:04<10:05:43, 4.20s/it] 57%|█████▋ | 11358/20000 [13:52:07<9:44:00, 4.05s/it] 57%|█████▋ | 11359/20000 [13:52:11<9:22:31, 3.91s/it] 57%|█████▋ | 11360/20000 [13:52:14<9:02:41, 3.77s/it] 57%|█████▋ | 11361/20000 [13:52:18<8:42:51, 3.63s/it] 57%|█████▋ | 11362/20000 [13:52:21<8:23:30, 3.50s/it] 57%|█████▋ | 11363/20000 [13:52:24<8:01:40, 3.35s/it] 57%|█████▋ | 11364/20000 [13:52:27<7:39:39, 3.19s/it] 57%|█████▋ | 11365/20000 [13:52:29<7:16:44, 3.03s/it] 57%|█████▋ | 11366/20000 [13:52:32<6:45:31, 2.82s/it] 57%|█████▋ | 11367/20000 [13:52:33<5:57:37, 2.49s/it] 57%|█████▋ | 11368/20000 [13:52:41<10:02:26, 4.19s/it] 57%|█████▋ | 11369/20000 [13:52:47<11:16:05, 4.70s/it] 57%|█████▋ | 11370/20000 [13:52:53<11:39:15, 4.86s/it] 57%|█████▋ | 11371/20000 [13:52:57<11:41:18, 4.88s/it] 57%|█████▋ | 11372/20000 [13:53:02<11:31:07, 4.81s/it] 57%|█████▋ | 11373/20000 [13:53:07<11:15:27, 4.70s/it] 57%|█████▋ | 11374/20000 [13:53:11<10:55:04, 4.56s/it] 57%|█████▋ | 11375/20000 [13:53:15<10:33:52, 4.41s/it] 57%|█████▋ | 11376/20000 [13:53:19<10:07:08, 4.22s/it] 57%|█████▋ | 11377/20000 [13:53:22<9:40:12, 4.04s/it] 57%|█████▋ | 11378/20000 [13:53:26<9:14:52, 3.86s/it] 57%|█████▋ | 11379/20000 [13:53:29<8:51:59, 3.70s/it] 57%|█████▋ | 11380/20000 [13:53:32<8:31:35, 3.56s/it] 57%|█████▋ | 11381/20000 [13:53:35<8:10:26, 3.41s/it] 57%|█████▋ | 11382/20000 [13:53:38<7:48:03, 3.26s/it] 57%|█████▋ | 11383/20000 [13:53:41<7:25:57, 3.11s/it] 57%|█████▋ | 11384/20000 [13:53:44<7:05:24, 2.96s/it] 57%|█████▋ | 11385/20000 [13:53:46<6:38:40, 2.78s/it] 57%|█████▋ | 11386/20000 [13:53:48<5:58:14, 2.50s/it] 57%|█████▋ | 11387/20000 [13:53:53<7:49:48, 3.27s/it] 57%|█████▋ | 11388/20000 [13:53:56<7:22:54, 3.09s/it] 57%|█████▋ | 11389/20000 [13:54:05<11:52:36, 4.97s/it] 57%|█████▋ | 11390/20000 [13:54:11<12:39:56, 5.30s/it] 57%|█████▋ | 11391/20000 [13:54:16<12:40:01, 5.30s/it] 57%|█████▋ | 11392/20000 [13:54:21<12:19:36, 5.16s/it] 57%|█████▋ | 11393/20000 [13:54:26<11:56:14, 4.99s/it] 57%|█████▋ | 11394/20000 [13:54:30<11:31:48, 4.82s/it] 57%|█████▋ | 11395/20000 [13:54:34<11:02:50, 4.62s/it] 57%|█████▋ | 11396/20000 [13:54:38<10:35:01, 4.43s/it] 57%|█████▋ | 11397/20000 [13:54:42<10:10:47, 4.26s/it] 57%|█████▋ | 11398/20000 [13:54:46<9:48:51, 4.11s/it] 57%|█████▋ | 11399/20000 [13:54:49<9:23:36, 3.93s/it] 57%|█████▋ | 11400/20000 [13:54:53<8:59:28, 3.76s/it] 57%|█████▋ | 11401/20000 [13:54:56<8:38:35, 3.62s/it] 57%|█████▋ | 11402/20000 [13:54:59<8:18:23, 3.48s/it] 57%|█████▋ | 11403/20000 [13:55:02<7:54:35, 3.31s/it] 57%|█████▋ | 11404/20000 [13:55:05<7:30:51, 3.15s/it] 57%|█████▋ | 11405/20000 [13:55:07<7:06:35, 2.98s/it] 57%|█████▋ | 11406/20000 [13:55:10<6:39:27, 2.79s/it] 57%|█████▋ | 11407/20000 [13:55:12<5:57:54, 2.50s/it] 57%|█████▋ | 11408/20000 [13:55:20<10:09:46, 4.26s/it] 57%|█████▋ | 11409/20000 [13:55:26<11:20:09, 4.75s/it] 57%|█████▋ | 11410/20000 [13:55:31<11:45:12, 4.93s/it] 57%|█████▋ | 11411/20000 [13:55:36<11:39:48, 4.89s/it] 57%|█████▋ | 11412/20000 [13:55:41<11:24:12, 4.78s/it] 57%|█████▋ | 11413/20000 [13:55:45<11:05:09, 4.65s/it] 57%|█████▋ | 11414/20000 [13:55:49<10:41:02, 4.48s/it] 57%|█████▋ | 11415/20000 [13:55:53<10:18:27, 4.32s/it] 57%|█████▋ | 11416/20000 [13:55:57<9:56:22, 4.17s/it] 57%|█████▋ | 11417/20000 [13:56:00<9:33:31, 4.01s/it] 57%|█████▋ | 11418/20000 [13:56:04<9:12:15, 3.86s/it] 57%|█████▋ | 11419/20000 [13:56:07<8:51:19, 3.72s/it] 57%|█████▋ | 11420/20000 [13:56:11<8:32:12, 3.58s/it] 57%|█████▋ | 11421/20000 [13:56:14<8:12:55, 3.45s/it] 57%|█████▋ | 11422/20000 [13:56:17<7:50:28, 3.29s/it] 57%|█████▋ | 11423/20000 [13:56:19<7:27:52, 3.13s/it] 57%|█████▋ | 11424/20000 [13:56:22<7:04:16, 2.97s/it] 57%|█████▋ | 11425/20000 [13:56:24<6:34:34, 2.76s/it] 57%|█████▋ | 11426/20000 [13:56:26<5:49:45, 2.45s/it] 57%|█████▋ | 11427/20000 [13:56:35<10:12:46, 4.29s/it] 57%|█████▋ | 11428/20000 [13:56:41<11:53:14, 4.99s/it] 57%|█████▋ | 11429/20000 [13:56:46<12:06:02, 5.08s/it] 57%|█████▋ | 11430/20000 [13:56:51<11:58:01, 5.03s/it] 57%|█████▋ | 11431/20000 [13:56:56<11:39:08, 4.90s/it] 57%|█████▋ | 11432/20000 [13:57:00<11:18:53, 4.75s/it] 57%|█████▋ | 11433/20000 [13:57:04<10:51:29, 4.56s/it] 57%|█████▋ | 11434/20000 [13:57:08<10:25:11, 4.38s/it] 57%|█████▋ | 11435/20000 [13:57:12<9:59:28, 4.20s/it] 57%|█████▋ | 11436/20000 [13:57:16<9:35:52, 4.03s/it] 57%|█████▋ | 11437/20000 [13:57:19<9:13:46, 3.88s/it] 57%|█████▋ | 11438/20000 [13:57:23<8:50:26, 3.72s/it] 57%|█████▋ | 11439/20000 [13:57:26<8:30:18, 3.58s/it] 57%|█████▋ | 11440/20000 [13:57:29<8:11:15, 3.44s/it] 57%|█████▋ | 11441/20000 [13:57:32<7:50:00, 3.29s/it] 57%|█████▋ | 11442/20000 [13:57:35<7:28:45, 3.15s/it] 57%|█████▋ | 11443/20000 [13:57:37<7:04:42, 2.98s/it] 57%|█████▋ | 11444/20000 [13:57:40<6:37:11, 2.79s/it] 57%|█████▋ | 11445/20000 [13:57:41<5:51:10, 2.46s/it] 57%|█████▋ | 11446/20000 [13:57:50<9:52:33, 4.16s/it] 57%|█████▋ | 11447/20000 [13:57:55<11:02:19, 4.65s/it] 57%|█████▋ | 11448/20000 [13:58:01<11:22:55, 4.79s/it] 57%|█████▋ | 11449/20000 [13:58:05<11:24:14, 4.80s/it] 57%|█████▋ | 11450/20000 [13:58:10<11:11:11, 4.71s/it] 57%|█████▋ | 11451/20000 [13:58:14<10:53:19, 4.59s/it] 57%|█████▋ | 11452/20000 [13:58:18<10:30:42, 4.43s/it] 57%|█████▋ | 11453/20000 [13:58:22<10:08:37, 4.27s/it] 57%|█████▋ | 11454/20000 [13:58:26<9:47:50, 4.13s/it] 57%|█████▋ | 11455/20000 [13:58:30<9:27:56, 3.99s/it] 57%|█████▋ | 11456/20000 [13:58:33<9:08:03, 3.85s/it] 57%|█████▋ | 11457/20000 [13:58:36<8:46:28, 3.70s/it] 57%|█████▋ | 11458/20000 [13:58:40<8:26:50, 3.56s/it] 57%|█████▋ | 11459/20000 [13:58:43<8:08:07, 3.43s/it] 57%|█████▋ | 11460/20000 [13:58:46<7:46:43, 3.28s/it] 57%|█████▋ | 11461/20000 [13:58:49<7:26:12, 3.14s/it] 57%|█████▋ | 11462/20000 [13:58:51<7:05:17, 2.99s/it] 57%|█████▋ | 11463/20000 [13:58:54<6:37:44, 2.80s/it] 57%|█████▋ | 11464/20000 [13:58:55<5:53:38, 2.49s/it] 57%|█████▋ | 11465/20000 [13:59:01<8:01:00, 3.38s/it] 57%|█████▋ | 11466/20000 [13:59:03<7:32:54, 3.18s/it] 57%|█████▋ | 11467/20000 [13:59:13<11:54:21, 5.02s/it] 57%|█████▋ | 11468/20000 [13:59:19<12:38:28, 5.33s/it] 57%|█████▋ | 11469/20000 [13:59:24<12:38:27, 5.33s/it] 57%|█████▋ | 11470/20000 [13:59:29<12:22:11, 5.22s/it] 57%|█████▋ | 11471/20000 [13:59:34<11:57:36, 5.05s/it] 57%|█████▋ | 11472/20000 [13:59:38<11:34:58, 4.89s/it] 57%|█████▋ | 11473/20000 [13:59:42<11:04:04, 4.67s/it] 57%|█████▋ | 11474/20000 [13:59:47<10:36:57, 4.48s/it] 57%|█████▋ | 11475/20000 [13:59:50<10:11:25, 4.30s/it] 57%|█████▋ | 11476/20000 [13:59:54<9:47:08, 4.13s/it] 57%|█████▋ | 11477/20000 [13:59:58<9:21:28, 3.95s/it] 57%|█████▋ | 11478/20000 [14:00:01<8:59:00, 3.79s/it] 57%|█████▋ | 11479/20000 [14:00:04<8:39:46, 3.66s/it] 57%|█████▋ | 11480/20000 [14:00:08<8:20:57, 3.53s/it] 57%|█████▋ | 11481/20000 [14:00:11<7:58:45, 3.37s/it] 57%|█████▋ | 11482/20000 [14:00:14<7:37:06, 3.22s/it] 57%|█████▋ | 11483/20000 [14:00:16<7:12:43, 3.05s/it] 57%|█████▋ | 11484/20000 [14:00:19<6:44:36, 2.85s/it] 57%|█████▋ | 11485/20000 [14:00:20<5:58:53, 2.53s/it] 57%|█████▋ | 11486/20000 [14:00:29<10:09:54, 4.30s/it] 57%|█████▋ | 11487/20000 [14:00:35<11:27:26, 4.85s/it] 57%|█████▋ | 11488/20000 [14:00:40<11:51:24, 5.01s/it] 57%|█████▋ | 11489/20000 [14:00:45<11:49:04, 5.00s/it] 57%|█████▋ | 11490/20000 [14:00:50<11:35:59, 4.91s/it] 57%|█████▋ | 11491/20000 [14:00:54<11:18:37, 4.79s/it] 57%|█████▋ | 11492/20000 [14:00:59<10:56:18, 4.63s/it] 57%|█████▋ | 11493/20000 [14:01:03<10:32:01, 4.46s/it] 57%|█████▋ | 11494/20000 [14:01:07<10:10:54, 4.31s/it] 57%|█████▋ | 11495/20000 [14:01:11<9:50:12, 4.16s/it] 57%|█████▋ | 11496/20000 [14:01:14<9:29:54, 4.02s/it] 57%|█████▋ | 11497/20000 [14:01:18<9:09:58, 3.88s/it] 57%|█████▋ | 11498/20000 [14:01:21<8:47:13, 3.72s/it] 57%|█████▋ | 11499/20000 [14:01:24<8:27:21, 3.58s/it] 57%|█████▊ | 11500/20000 [14:01:27<8:06:32, 3.43s/it] 57%|█████▊ | 11500/20000 [14:01:27<8:06:32, 3.43s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09034867584705353, 'eval_wer': 0.07540983606557378, 'eval_runtime': 63.3565, 'eval_samples_per_second': 29.31, 'eval_steps_per_second': 1.231, 'epoch': 141.03} {'loss': 0.0076, 'learning_rate': 0.000218, 'epoch': 147.44} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:24, 3.06it/s][A 4%|▍ | 3/78 [00:01<00:34, 2.20it/s][A 5%|▌ | 4/78 [00:01<00:38, 1.92it/s][A 6%|▋ | 5/78 [00:02<00:42, 1.70it/s][A 8%|▊ | 6/78 [00:03<00:48, 1.48it/s][A 9%|▉ | 7/78 [00:04<00:54, 1.30it/s][A 10%|█ | 8/78 [00:05<00:58, 1.20it/s][A 12%|█▏ | 9/78 [00:06<01:00, 1.14it/s][A 13%|█▎ | 10/78 [00:07<00:58, 1.17it/s][A 14%|█▍ | 11/78 [00:07<00:55, 1.21it/s][A 15%|█▌ | 12/78 [00:08<00:51, 1.27it/s][A 17%|█▋ | 13/78 [00:09<00:48, 1.34it/s][A 18%|█▊ | 14/78 [00:10<00:49, 1.29it/s][A 19%|█▉ | 15/78 [00:11<00:50, 1.24it/s][A 21%|██ | 16/78 [00:11<00:52, 1.19it/s][A 22%|██▏ | 17/78 [00:12<00:51, 1.17it/s][A 23%|██▎ | 18/78 [00:13<00:55, 1.09it/s][A 24%|██▍ | 19/78 [00:14<00:53, 1.11it/s][A 26%|██▌ | 20/78 [00:15<00:48, 1.20it/s][A 27%|██▋ | 21/78 [00:16<00:48, 1.17it/s][A 28%|██▊ | 22/78 [00:17<00:45, 1.24it/s][A 29%|██▉ | 23/78 [00:17<00:43, 1.28it/s][A 31%|███ | 24/78 [00:18<00:42, 1.26it/s][A 32%|███▏ | 25/78 [00:19<00:40, 1.31it/s][A 33%|███▎ | 26/78 [00:19<00:38, 1.34it/s][A 35%|███▍ | 27/78 [00:20<00:37, 1.37it/s][A 36%|███▌ | 28/78 [00:21<00:37, 1.33it/s][A 37%|███▋ | 29/78 [00:22<00:34, 1.41it/s][A 38%|███▊ | 30/78 [00:22<00:36, 1.31it/s][A 40%|███▉ | 31/78 [00:23<00:34, 1.36it/s][A 41%|████ | 32/78 [00:24<00:33, 1.38it/s][A 42%|████▏ | 33/78 [00:25<00:32, 1.41it/s][A 44%|████▎ | 34/78 [00:25<00:30, 1.45it/s][A 45%|████▍ | 35/78 [00:26<00:29, 1.48it/s][A 46%|████▌ | 36/78 [00:26<00:28, 1.48it/s][A 47%|████▋ | 37/78 [00:27<00:29, 1.41it/s][A 49%|████▊ | 38/78 [00:28<00:29, 1.37it/s][A 50%|█████ | 39/78 [00:29<00:32, 1.21it/s][A 51%|█████▏ | 40/78 [00:30<00:32, 1.18it/s][A 53%|█████▎ | 41/78 [00:31<00:34, 1.08it/s][A 54%|█████▍ | 42/78 [00:32<00:32, 1.12it/s][A 55%|█████▌ | 43/78 [00:33<00:31, 1.11it/s][A 56%|█████▋ | 44/78 [00:34<00:30, 1.12it/s][A 58%|█████▊ | 45/78 [00:35<00:28, 1.15it/s][A 59%|█████▉ | 46/78 [00:36<00:32, 1.00s/it][A 60%|██████ | 47/78 [00:37<00:28, 1.10it/s][A 62%|██████▏ | 48/78 [00:37<00:25, 1.17it/s][A 63%|██████▎ | 49/78 [00:38<00:22, 1.28it/s][A 64%|██████▍ | 50/78 [00:39<00:21, 1.30it/s][A 65%|██████▌ | 51/78 [00:39<00:19, 1.38it/s][A 67%|██████▋ | 52/78 [00:40<00:18, 1.41it/s][A 68%|██████▊ | 53/78 [00:41<00:17, 1.41it/s][A 69%|██████▉ | 54/78 [00:41<00:17, 1.34it/s][A 71%|███████ | 55/78 [00:42<00:17, 1.30it/s][A 72%|███████▏ | 56/78 [00:43<00:17, 1.29it/s][A 73%|███████▎ | 57/78 [00:44<00:19, 1.08it/s][A 74%|███████▍ | 58/78 [00:45<00:18, 1.10it/s][A 76%|███████▌ | 59/78 [00:46<00:17, 1.07it/s][A 77%|███████▋ | 60/78 [00:47<00:16, 1.12it/s][A 78%|███████▊ | 61/78 [00:48<00:14, 1.15it/s][A 79%|███████▉ | 62/78 [00:49<00:13, 1.17it/s][A 81%|████████ | 63/78 [00:49<00:12, 1.18it/s][A 82%|████████▏ | 64/78 [00:50<00:11, 1.17it/s][A 83%|████████▎ | 65/78 [00:51<00:10, 1.19it/s][A 85%|████████▍ | 66/78 [00:52<00:09, 1.23it/s][A 86%|████████▌ | 67/78 [00:53<00:08, 1.22it/s][A 87%|████████▋ | 68/78 [00:54<00:08, 1.23it/s][A 88%|████████▊ | 69/78 [00:54<00:07, 1.24it/s][A 90%|████████▉ | 70/78 [00:55<00:06, 1.19it/s][A 91%|█████████ | 71/78 [00:56<00:05, 1.24it/s][A 92%|█████████▏| 72/78 [00:57<00:04, 1.25it/s][A 94%|█████████▎| 73/78 [00:58<00:04, 1.23it/s][A 95%|█████████▍| 74/78 [00:58<00:03, 1.23it/s][A 96%|█████████▌| 75/78 [00:59<00:02, 1.24it/s][A 97%|█████████▋| 76/78 [01:00<00:01, 1.23it/s][A 99%|█████████▊| 77/78 [01:01<00:00, 1.28it/s][A 100%|██████████| 78/78 [01:01<00:00, 1.60it/s][A [A 57%|█████▊ | 11500/20000 [14:02:31<8:06:32, 3.43s/it] 100%|██████████| 78/78 [01:03<00:00, 1.60it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-11500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-11500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-11500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-11500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-11000] due to args.save_total_limit 58%|█████▊ | 11501/20000 [14:02:46<61:23:56, 26.01s/it] 58%|█████▊ | 11502/20000 [14:02:49<44:51:28, 19.00s/it] 58%|█████▊ | 11503/20000 [14:02:51<33:04:08, 14.01s/it] 58%|█████▊ | 11504/20000 [14:02:53<24:21:43, 10.32s/it] 58%|█████▊ | 11505/20000 [14:03:01<22:30:56, 9.54s/it] 58%|█████▊ | 11506/20000 [14:03:06<19:51:38, 8.42s/it] 58%|█████▊ | 11507/20000 [14:03:12<17:31:52, 7.43s/it] 58%|█████▊ | 11508/20000 [14:03:16<15:37:58, 6.63s/it] 58%|█████▊ | 11509/20000 [14:03:21<14:06:49, 5.98s/it] 58%|█████▊ | 11510/20000 [14:03:25<12:52:31, 5.46s/it] 58%|█████▊ | 11511/20000 [14:03:29<11:51:36, 5.03s/it] 58%|█████▊ | 11512/20000 [14:03:33<11:03:33, 4.69s/it] 58%|█████▊ | 11513/20000 [14:03:37<10:24:56, 4.42s/it] 58%|█████▊ | 11514/20000 [14:03:40<9:51:26, 4.18s/it] 58%|█████▊ | 11515/20000 [14:03:44<9:21:19, 3.97s/it] 58%|█████▊ | 11516/20000 [14:03:47<8:54:19, 3.78s/it] 58%|█████▊ | 11517/20000 [14:03:50<8:31:20, 3.62s/it] 58%|█████▊ | 11518/20000 [14:03:54<8:10:07, 3.47s/it] 58%|█████▊ | 11519/20000 [14:03:56<7:46:29, 3.30s/it] 58%|█████▊ | 11520/20000 [14:03:59<7:23:14, 3.14s/it] 58%|█████▊ | 11521/20000 [14:04:02<6:59:31, 2.97s/it] 58%|█████▊ | 11522/20000 [14:04:04<6:32:39, 2.78s/it] 58%|█████▊ | 11523/20000 [14:04:06<5:50:20, 2.48s/it] 58%|█████▊ | 11524/20000 [14:04:14<9:58:56, 4.24s/it] 58%|█████▊ | 11525/20000 [14:04:20<11:08:27, 4.73s/it] 58%|█████▊ | 11526/20000 [14:04:25<11:30:02, 4.89s/it] 58%|█████▊ | 11527/20000 [14:04:30<11:26:40, 4.86s/it] 58%|█████▊ | 11528/20000 [14:04:35<11:13:50, 4.77s/it] 58%|█████▊ | 11529/20000 [14:04:39<11:00:13, 4.68s/it] 58%|█████▊ | 11530/20000 [14:04:43<10:41:29, 4.54s/it] 58%|█████▊ | 11531/20000 [14:04:48<10:22:12, 4.41s/it] 58%|█████▊ | 11532/20000 [14:04:52<10:04:41, 4.28s/it] 58%|█████▊ | 11533/20000 [14:04:55<9:43:56, 4.14s/it] 58%|█████▊ | 11534/20000 [14:04:59<9:20:13, 3.97s/it] 58%|█████▊ | 11535/20000 [14:05:02<8:58:24, 3.82s/it] 58%|█████▊ | 11536/20000 [14:05:06<8:37:58, 3.67s/it] 58%|█████▊ | 11537/20000 [14:05:09<8:21:43, 3.56s/it] 58%|█████▊ | 11538/20000 [14:05:12<8:02:07, 3.42s/it] 58%|█████▊ | 11539/20000 [14:05:15<7:38:54, 3.25s/it] 58%|█████▊ | 11540/20000 [14:05:18<7:17:26, 3.10s/it] 58%|█████▊ | 11541/20000 [14:05:20<6:50:23, 2.91s/it] 58%|█████▊ | 11542/20000 [14:05:22<6:03:39, 2.58s/it] 58%|█████▊ | 11543/20000 [14:05:28<8:19:06, 3.54s/it] 58%|█████▊ | 11544/20000 [14:05:31<7:47:38, 3.32s/it] 58%|█████▊ | 11545/20000 [14:05:40<12:13:18, 5.20s/it] 58%|█████▊ | 11546/20000 [14:05:46<12:51:27, 5.48s/it] 58%|█████▊ | 11547/20000 [14:05:52<12:46:20, 5.44s/it] 58%|█████▊ | 11548/20000 [14:05:57<12:25:58, 5.30s/it] 58%|█████▊ | 11549/20000 [14:06:01<12:01:40, 5.12s/it] 58%|█████▊ | 11550/20000 [14:06:06<11:33:57, 4.93s/it] 58%|█████▊ | 11551/20000 [14:06:10<11:04:38, 4.72s/it] 58%|█████▊ | 11552/20000 [14:06:14<10:39:39, 4.54s/it] 58%|█████▊ | 11553/20000 [14:06:18<10:17:23, 4.39s/it] 58%|█████▊ | 11554/20000 [14:06:22<9:53:40, 4.22s/it] 58%|█████▊ | 11555/20000 [14:06:26<9:29:57, 4.05s/it] 58%|█████▊ | 11556/20000 [14:06:29<9:13:43, 3.93s/it] 58%|█████▊ | 11557/20000 [14:06:33<8:55:19, 3.80s/it] 58%|█████▊ | 11558/20000 [14:06:36<8:26:14, 3.60s/it] 58%|█████▊ | 11559/20000 [14:06:39<7:58:32, 3.40s/it] 58%|█████▊ | 11560/20000 [14:06:42<7:31:49, 3.21s/it] 58%|█████▊ | 11561/20000 [14:06:44<7:05:24, 3.02s/it] 58%|█████▊ | 11562/20000 [14:06:47<6:35:45, 2.81s/it] 58%|█████▊ | 11563/20000 [14:06:48<5:49:40, 2.49s/it] 58%|█████▊ | 11564/20000 [14:06:57<9:53:21, 4.22s/it] 58%|█████▊ | 11565/20000 [14:07:03<11:11:06, 4.77s/it] 58%|█████▊ | 11566/20000 [14:07:08<11:33:39, 4.93s/it] 58%|█████▊ | 11567/20000 [14:07:13<11:30:24, 4.91s/it] 58%|█████▊ | 11568/20000 [14:07:17<11:17:23, 4.82s/it] 58%|█████▊ | 11569/20000 [14:07:22<10:58:54, 4.69s/it] 58%|█████▊ | 11570/20000 [14:07:26<10:35:49, 4.53s/it] 58%|█████▊ | 11571/20000 [14:07:30<10:13:16, 4.37s/it] 58%|█████▊ | 11572/20000 [14:07:34<9:50:05, 4.20s/it] 58%|█████▊ | 11573/20000 [14:07:37<9:26:59, 4.04s/it] 58%|█████▊ | 11574/20000 [14:07:41<9:05:00, 3.88s/it] 58%|█████▊ | 11575/20000 [14:07:44<8:42:45, 3.72s/it] 58%|█████▊ | 11576/20000 [14:07:47<8:23:37, 3.59s/it] 58%|█████▊ | 11577/20000 [14:07:51<8:03:52, 3.45s/it] 58%|█████▊ | 11578/20000 [14:07:54<7:41:33, 3.29s/it] 58%|█████▊ | 11579/20000 [14:07:56<7:19:07, 3.13s/it] 58%|█████▊ | 11580/20000 [14:07:59<6:55:10, 2.96s/it] 58%|█████▊ | 11581/20000 [14:08:01<6:27:59, 2.77s/it] 58%|█████▊ | 11582/20000 [14:08:03<5:45:23, 2.46s/it] 58%|█████▊ | 11583/20000 [14:08:12<10:10:01, 4.35s/it] 58%|█████▊ | 11584/20000 [14:08:18<11:46:39, 5.04s/it] 58%|█████▊ | 11585/20000 [14:08:24<12:01:11, 5.14s/it] 58%|█████▊ | 11586/20000 [14:08:29<11:48:26, 5.05s/it] 58%|█████▊ | 11587/20000 [14:08:33<11:28:19, 4.91s/it] 58%|█████▊ | 11588/20000 [14:08:37<11:06:19, 4.75s/it] 58%|█████▊ | 11589/20000 [14:08:42<10:40:26, 4.57s/it] 58%|█████▊ | 11590/20000 [14:08:46<10:22:04, 4.44s/it] 58%|█████▊ | 11591/20000 [14:08:50<10:02:20, 4.30s/it] 58%|█████▊ | 11592/20000 [14:08:54<9:42:12, 4.15s/it] 58%|█████▊ | 11593/20000 [14:08:57<9:23:48, 4.02s/it] 58%|█████▊ | 11594/20000 [14:09:01<9:02:11, 3.87s/it] 58%|█████▊ | 11595/20000 [14:09:04<8:43:14, 3.74s/it] 58%|█████▊ | 11596/20000 [14:09:07<8:20:50, 3.58s/it] 58%|█████▊ | 11597/20000 [14:09:10<7:54:58, 3.39s/it] 58%|█████▊ | 11598/20000 [14:09:13<7:30:40, 3.22s/it] 58%|█████▊ | 11599/20000 [14:09:16<7:05:19, 3.04s/it] 58%|█████▊ | 11600/20000 [14:09:18<6:36:43, 2.83s/it] 58%|█████▊ | 11601/20000 [14:09:20<5:52:00, 2.51s/it] 58%|█████▊ | 11602/20000 [14:09:28<9:39:44, 4.14s/it] 58%|█████▊ | 11603/20000 [14:09:34<10:44:26, 4.60s/it] 58%|█████▊ | 11604/20000 [14:09:39<11:09:34, 4.79s/it] 58%|█████▊ | 11605/20000 [14:09:44<11:09:40, 4.79s/it] 58%|█████▊ | 11606/20000 [14:09:48<10:58:06, 4.70s/it] 58%|█████▊ | 11607/20000 [14:09:52<10:41:35, 4.59s/it] 58%|█████▊ | 11608/20000 [14:09:56<10:20:37, 4.44s/it] 58%|█████▊ | 11609/20000 [14:10:00<9:57:11, 4.27s/it] 58%|█████▊ | 11610/20000 [14:10:04<9:35:14, 4.11s/it] 58%|█████▊ | 11611/20000 [14:10:08<9:14:54, 3.97s/it] 58%|█████▊ | 11612/20000 [14:10:11<8:53:42, 3.82s/it] 58%|█████▊ | 11613/20000 [14:10:15<8:36:36, 3.70s/it] 58%|█████▊ | 11614/20000 [14:10:18<8:17:44, 3.56s/it] 58%|█████▊ | 11615/20000 [14:10:21<7:59:51, 3.43s/it] 58%|█████▊ | 11616/20000 [14:10:24<7:38:40, 3.28s/it] 58%|█████▊ | 11617/20000 [14:10:27<7:17:11, 3.13s/it] 58%|█████▊ | 11618/20000 [14:10:29<6:55:48, 2.98s/it] 58%|█████▊ | 11619/20000 [14:10:32<6:30:57, 2.80s/it] 58%|█████▊ | 11620/20000 [14:10:33<5:48:43, 2.50s/it] 58%|█████▊ | 11621/20000 [14:10:39<7:48:23, 3.35s/it] 58%|█████▊ | 11622/20000 [14:10:42<7:22:02, 3.17s/it] 58%|█████▊ | 11623/20000 [14:10:51<11:47:46, 5.07s/it] 58%|█████▊ | 11624/20000 [14:10:57<12:25:54, 5.34s/it] 58%|█████▊ | 11625/20000 [14:11:02<12:25:04, 5.34s/it] 58%|█████▊ | 11626/20000 [14:11:07<12:08:44, 5.22s/it] 58%|█████▊ | 11627/20000 [14:11:12<11:44:43, 5.05s/it] 58%|█████▊ | 11628/20000 [14:11:16<11:21:31, 4.88s/it] 58%|█████▊ | 11629/20000 [14:11:21<10:54:01, 4.69s/it] 58%|█████▊ | 11630/20000 [14:11:25<10:28:15, 4.50s/it] 58%|█████▊ | 11631/20000 [14:11:29<10:03:46, 4.33s/it] 58%|█████▊ | 11632/20000 [14:11:32<9:40:11, 4.16s/it] 58%|█████▊ | 11633/20000 [14:11:36<9:15:49, 3.99s/it] 58%|█████▊ | 11634/20000 [14:11:40<8:53:58, 3.83s/it] 58%|█████▊ | 11635/20000 [14:11:43<8:33:21, 3.68s/it] 58%|█████▊ | 11636/20000 [14:11:46<8:15:06, 3.55s/it] 58%|█████▊ | 11637/20000 [14:11:49<7:52:33, 3.39s/it] 58%|█████▊ | 11638/20000 [14:11:52<7:29:27, 3.22s/it] 58%|█████▊ | 11639/20000 [14:11:55<7:05:25, 3.05s/it] 58%|█████▊ | 11640/20000 [14:11:57<6:35:58, 2.84s/it] 58%|█████▊ | 11641/20000 [14:11:59<5:48:20, 2.50s/it] 58%|█████▊ | 11642/20000 [14:12:07<10:05:26, 4.35s/it] 58%|█████▊ | 11643/20000 [14:12:13<11:21:39, 4.89s/it] 58%|█████▊ | 11644/20000 [14:12:19<11:47:05, 5.08s/it] 58%|█████▊ | 11645/20000 [14:12:24<11:44:55, 5.06s/it] 58%|█████▊ | 11646/20000 [14:12:29<11:31:32, 4.97s/it] 58%|█████▊ | 11647/20000 [14:12:33<11:11:33, 4.82s/it] 58%|█████▊ | 11648/20000 [14:12:38<10:48:13, 4.66s/it] 58%|█████▊ | 11649/20000 [14:12:42<10:24:34, 4.49s/it] 58%|█████▊ | 11650/20000 [14:12:46<10:05:12, 4.35s/it] 58%|█████▊ | 11651/20000 [14:12:49<9:42:31, 4.19s/it] 58%|█████▊ | 11652/20000 [14:12:53<9:19:16, 4.02s/it] 58%|█████▊ | 11653/20000 [14:12:57<8:58:14, 3.87s/it] 58%|█████▊ | 11654/20000 [14:13:00<8:33:10, 3.69s/it] 58%|█████▊ | 11655/20000 [14:13:03<8:15:24, 3.56s/it] 58%|█████▊ | 11656/20000 [14:13:06<7:52:40, 3.40s/it] 58%|█████▊ | 11657/20000 [14:13:09<7:31:26, 3.25s/it] 58%|█████▊ | 11658/20000 [14:13:12<7:08:38, 3.08s/it] 58%|█████▊ | 11659/20000 [14:13:14<6:40:58, 2.88s/it] 58%|█████▊ | 11660/20000 [14:13:16<5:57:52, 2.57s/it] 58%|█████▊ | 11661/20000 [14:13:25<10:20:54, 4.47s/it] 58%|█████▊ | 11662/20000 [14:13:31<11:36:01, 5.01s/it] 58%|█████▊ | 11663/20000 [14:13:37<11:59:05, 5.18s/it] 58%|█████▊ | 11664/20000 [14:13:42<11:52:32, 5.13s/it] 58%|█████▊ | 11665/20000 [14:13:46<11:35:45, 5.01s/it] 58%|█████▊ | 11666/20000 [14:13:51<11:16:20, 4.87s/it] 58%|█████▊ | 11667/20000 [14:13:55<10:51:17, 4.69s/it] 58%|█████▊ | 11668/20000 [14:13:59<10:27:07, 4.52s/it] 58%|█████▊ | 11669/20000 [14:14:03<9:59:41, 4.32s/it] 58%|█████▊ | 11670/20000 [14:14:07<9:32:11, 4.12s/it] 58%|█████▊ | 11671/20000 [14:14:10<9:06:23, 3.94s/it] 58%|█████▊ | 11672/20000 [14:14:14<8:44:11, 3.78s/it] 58%|█████▊ | 11673/20000 [14:14:17<8:23:10, 3.63s/it] 58%|█████▊ | 11674/20000 [14:14:20<8:03:41, 3.49s/it] 58%|█████▊ | 11675/20000 [14:14:23<7:40:13, 3.32s/it] 58%|█████▊ | 11676/20000 [14:14:26<7:17:36, 3.15s/it] 58%|█████▊ | 11677/20000 [14:14:29<6:53:21, 2.98s/it] 58%|█████▊ | 11678/20000 [14:14:31<6:27:27, 2.79s/it] 58%|█████▊ | 11679/20000 [14:14:33<5:46:18, 2.50s/it] 58%|█████▊ | 11680/20000 [14:14:41<9:32:07, 4.13s/it] 58%|█████▊ | 11681/20000 [14:14:47<10:48:18, 4.68s/it] 58%|█████▊ | 11682/20000 [14:14:52<11:11:28, 4.84s/it] 58%|█████▊ | 11683/20000 [14:14:57<11:17:57, 4.89s/it] 58%|█████▊ | 11684/20000 [14:15:02<11:11:20, 4.84s/it] 58%|█████▊ | 11685/20000 [14:15:06<10:58:34, 4.75s/it] 58%|█████▊ | 11686/20000 [14:15:10<10:38:16, 4.61s/it] 58%|█████▊ | 11687/20000 [14:15:15<10:22:21, 4.49s/it] 58%|█████▊ | 11688/20000 [14:15:19<10:05:55, 4.37s/it] 58%|█████▊ | 11689/20000 [14:15:22<9:36:19, 4.16s/it] 58%|█████▊ | 11690/20000 [14:15:26<9:10:49, 3.98s/it] 58%|█████▊ | 11691/20000 [14:15:29<8:46:39, 3.80s/it] 58%|█████▊ | 11692/20000 [14:15:33<8:24:05, 3.64s/it] 58%|█████▊ | 11693/20000 [14:15:36<8:02:00, 3.48s/it] 58%|█████▊ | 11694/20000 [14:15:39<7:39:28, 3.32s/it] 58%|█████▊ | 11695/20000 [14:15:41<7:17:25, 3.16s/it] 58%|█████▊ | 11696/20000 [14:15:44<6:54:35, 3.00s/it] 58%|█████▊ | 11697/20000 [14:15:46<6:27:19, 2.80s/it] 58%|█████▊ | 11698/20000 [14:15:48<5:41:56, 2.47s/it] 58%|█████▊ | 11699/20000 [14:15:53<7:22:06, 3.20s/it] 58%|█████▊ | 11700/20000 [14:15:56<7:05:47, 3.08s/it] 59%|█████▊ | 11701/20000 [14:16:05<11:40:41, 5.07s/it] 59%|█████▊ | 11702/20000 [14:16:12<12:27:20, 5.40s/it] 59%|█████▊ | 11703/20000 [14:16:17<12:29:15, 5.42s/it] 59%|█████▊ | 11704/20000 [14:16:22<12:11:58, 5.29s/it] 59%|█████▊ | 11705/20000 [14:16:27<11:48:29, 5.12s/it] 59%|█████▊ | 11706/20000 [14:16:31<11:20:49, 4.93s/it] 59%|█████▊ | 11707/20000 [14:16:35<10:50:31, 4.71s/it] 59%|█████▊ | 11708/20000 [14:16:40<10:23:37, 4.51s/it] 59%|█████▊ | 11709/20000 [14:16:44<10:00:54, 4.35s/it] 59%|█████▊ | 11710/20000 [14:16:47<9:37:58, 4.18s/it] 59%|█████▊ | 11711/20000 [14:16:51<9:15:24, 4.02s/it] 59%|█████▊ | 11712/20000 [14:16:54<8:54:21, 3.87s/it] 59%|█████▊ | 11713/20000 [14:16:58<8:33:42, 3.72s/it] 59%|█████▊ | 11714/20000 [14:17:01<8:16:13, 3.59s/it] 59%|█████▊ | 11715/20000 [14:17:04<7:57:07, 3.46s/it] 59%|█████▊ | 11716/20000 [14:17:07<7:34:53, 3.29s/it] 59%|█████▊ | 11717/20000 [14:17:10<7:12:01, 3.13s/it] 59%|█████▊ | 11718/20000 [14:17:12<6:44:59, 2.93s/it] 59%|█████▊ | 11719/20000 [14:17:14<6:00:10, 2.61s/it] 59%|█████▊ | 11720/20000 [14:17:23<10:20:24, 4.50s/it] 59%|█████▊ | 11721/20000 [14:17:29<11:32:07, 5.02s/it] 59%|█████▊ | 11722/20000 [14:17:35<11:57:59, 5.20s/it] 59%|█████▊ | 11723/20000 [14:17:40<11:59:40, 5.22s/it] 59%|█████▊ | 11724/20000 [14:17:45<11:45:47, 5.12s/it] 59%|█████▊ | 11725/20000 [14:17:50<11:22:44, 4.95s/it] 59%|█████▊ | 11726/20000 [14:17:54<10:59:36, 4.78s/it] 59%|█████▊ | 11727/20000 [14:17:58<10:36:13, 4.61s/it] 59%|█████▊ | 11728/20000 [14:18:02<10:12:27, 4.44s/it] 59%|█████▊ | 11729/20000 [14:18:06<9:48:50, 4.27s/it] 59%|█████▊ | 11730/20000 [14:18:10<9:24:51, 4.10s/it] 59%|█████▊ | 11731/20000 [14:18:13<8:58:47, 3.91s/it] 59%|█████▊ | 11732/20000 [14:18:17<8:33:04, 3.72s/it] 59%|█████▊ | 11733/20000 [14:18:20<8:10:38, 3.56s/it] 59%|█████▊ | 11734/20000 [14:18:23<7:45:50, 3.38s/it] 59%|█████▊ | 11735/20000 [14:18:26<7:21:15, 3.20s/it] 59%|█████▊ | 11736/20000 [14:18:28<6:56:36, 3.02s/it] 59%|█████▊ | 11737/20000 [14:18:31<6:28:06, 2.82s/it] 59%|█████▊ | 11738/20000 [14:18:32<5:44:08, 2.50s/it] 59%|█████▊ | 11739/20000 [14:18:40<9:35:51, 4.18s/it] 59%|█████▊ | 11740/20000 [14:18:46<10:52:01, 4.74s/it] 59%|█████▊ | 11741/20000 [14:18:52<11:15:42, 4.91s/it] 59%|█████▊ | 11742/20000 [14:18:57<11:10:20, 4.87s/it] 59%|█████▊ | 11743/20000 [14:19:01<10:54:25, 4.76s/it] 59%|█████▊ | 11744/20000 [14:19:05<10:39:06, 4.64s/it] 59%|█████▊ | 11745/20000 [14:19:10<10:16:28, 4.48s/it] 59%|█████▊ | 11746/20000 [14:19:13<9:55:14, 4.33s/it] 59%|█████▊ | 11747/20000 [14:19:17<9:32:45, 4.16s/it] 59%|█████▊ | 11748/20000 [14:19:21<9:10:14, 4.00s/it] 59%|█████▊ | 11749/20000 [14:19:24<8:52:08, 3.87s/it] 59%|█████▉ | 11750/20000 [14:19:28<8:32:03, 3.72s/it] 59%|█████▉ | 11751/20000 [14:19:31<8:13:21, 3.59s/it] 59%|█████▉ | 11752/20000 [14:19:34<7:56:00, 3.46s/it] 59%|█████▉ | 11753/20000 [14:19:37<7:36:12, 3.32s/it] 59%|█████▉ | 11754/20000 [14:19:40<7:13:51, 3.16s/it] 59%|█████▉ | 11755/20000 [14:19:43<6:52:37, 3.00s/it] 59%|█████▉ | 11756/20000 [14:19:45<6:26:48, 2.82s/it] 59%|█████▉ | 11757/20000 [14:19:47<5:44:13, 2.51s/it] 59%|█████▉ | 11758/20000 [14:19:55<9:44:20, 4.25s/it] 59%|█████▉ | 11759/20000 [14:20:01<10:57:40, 4.79s/it] 59%|█████▉ | 11760/20000 [14:20:06<11:16:44, 4.93s/it] 59%|█████▉ | 11761/20000 [14:20:11<11:14:56, 4.92s/it] 59%|█████▉ | 11762/20000 [14:20:16<11:03:24, 4.83s/it] 59%|█████▉ | 11763/20000 [14:20:20<10:45:24, 4.70s/it] 59%|█████▉ | 11764/20000 [14:20:25<10:22:08, 4.53s/it] 59%|█████▉ | 11765/20000 [14:20:29<10:00:26, 4.37s/it] 59%|█████▉ | 11766/20000 [14:20:32<9:37:29, 4.21s/it] 59%|█████▉ | 11767/20000 [14:20:36<9:17:13, 4.06s/it] 59%|█████▉ | 11768/20000 [14:20:40<8:54:31, 3.90s/it] 59%|█████▉ | 11769/20000 [14:20:43<8:32:10, 3.73s/it] 59%|█████▉ | 11770/20000 [14:20:46<8:12:01, 3.59s/it] 59%|█████▉ | 11771/20000 [14:20:49<7:53:02, 3.45s/it] 59%|█████▉ | 11772/20000 [14:20:52<7:30:45, 3.29s/it] 59%|█████▉ | 11773/20000 [14:20:55<7:09:37, 3.13s/it] 59%|█████▉ | 11774/20000 [14:20:58<6:47:43, 2.97s/it] 59%|█████▉ | 11775/20000 [14:21:00<6:22:15, 2.79s/it] 59%|█████▉ | 11776/20000 [14:21:02<5:40:58, 2.49s/it] 59%|█████▉ | 11777/20000 [14:21:07<7:27:11, 3.26s/it] 59%|█████▉ | 11778/20000 [14:21:09<7:01:02, 3.07s/it] 59%|█████▉ | 11779/20000 [14:21:19<11:16:59, 4.94s/it] 59%|█████▉ | 11780/20000 [14:21:25<11:59:26, 5.25s/it] 59%|█████▉ | 11781/20000 [14:21:30<12:02:26, 5.27s/it] 59%|█████▉ | 11782/20000 [14:21:35<11:43:21, 5.14s/it] 59%|█████▉ | 11783/20000 [14:21:39<11:21:40, 4.98s/it] 59%|█████▉ | 11784/20000 [14:21:44<10:56:15, 4.79s/it] 59%|█████▉ | 11785/20000 [14:21:48<10:27:35, 4.58s/it] 59%|█████▉ | 11786/20000 [14:21:52<10:01:54, 4.40s/it] 59%|█████▉ | 11787/20000 [14:21:56<9:39:44, 4.24s/it] 59%|█████▉ | 11788/20000 [14:21:59<9:17:04, 4.07s/it] 59%|█████▉ | 11789/20000 [14:22:03<8:58:40, 3.94s/it] 59%|█████▉ | 11790/20000 [14:22:07<8:40:01, 3.80s/it] 59%|█████▉ | 11791/20000 [14:22:10<8:22:56, 3.68s/it] 59%|█████▉ | 11792/20000 [14:22:13<8:06:06, 3.55s/it] 59%|█████▉ | 11793/20000 [14:22:16<7:47:03, 3.41s/it] 59%|█████▉ | 11794/20000 [14:22:19<7:27:10, 3.27s/it] 59%|█████▉ | 11795/20000 [14:22:22<7:04:18, 3.10s/it] 59%|█████▉ | 11796/20000 [14:22:24<6:34:47, 2.89s/it] 59%|█████▉ | 11797/20000 [14:22:26<5:49:20, 2.56s/it] 59%|█████▉ | 11798/20000 [14:22:34<9:48:25, 4.30s/it] 59%|█████▉ | 11799/20000 [14:22:41<11:01:45, 4.84s/it] 59%|█████▉ | 11800/20000 [14:22:46<11:25:05, 5.01s/it] 59%|█████▉ | 11801/20000 [14:22:51<11:26:37, 5.02s/it] 59%|█████▉ | 11802/20000 [14:22:56<11:12:38, 4.92s/it] 59%|█████▉ | 11803/20000 [14:23:00<10:54:18, 4.79s/it] 59%|█████▉ | 11804/20000 [14:23:04<10:33:55, 4.64s/it] 59%|█████▉ | 11805/20000 [14:23:09<10:11:37, 4.48s/it] 59%|█████▉ | 11806/20000 [14:23:13<9:51:03, 4.33s/it] 59%|█████▉ | 11807/20000 [14:23:16<9:27:32, 4.16s/it] 59%|█████▉ | 11808/20000 [14:23:20<9:06:32, 4.00s/it] 59%|█████▉ | 11809/20000 [14:23:23<8:45:47, 3.85s/it] 59%|█████▉ | 11810/20000 [14:23:27<8:24:24, 3.70s/it] 59%|█████▉ | 11811/20000 [14:23:30<8:04:03, 3.55s/it] 59%|█████▉ | 11812/20000 [14:23:33<7:43:28, 3.40s/it] 59%|█████▉ | 11813/20000 [14:23:36<7:21:47, 3.24s/it] 59%|█████▉ | 11814/20000 [14:23:39<6:59:55, 3.08s/it] 59%|█████▉ | 11815/20000 [14:23:41<6:33:43, 2.89s/it] 59%|█████▉ | 11816/20000 [14:23:43<5:50:02, 2.57s/it] 59%|█████▉ | 11817/20000 [14:23:52<9:59:42, 4.40s/it] 59%|█████▉ | 11818/20000 [14:23:58<11:14:41, 4.95s/it] 59%|█████▉ | 11819/20000 [14:24:03<11:24:03, 5.02s/it] 59%|█████▉ | 11820/20000 [14:24:08<11:14:03, 4.94s/it] 59%|█████▉ | 11821/20000 [14:24:12<10:57:57, 4.83s/it] 59%|█████▉ | 11822/20000 [14:24:17<10:37:17, 4.68s/it] 59%|█████▉ | 11823/20000 [14:24:21<10:11:05, 4.48s/it] 59%|█████▉ | 11824/20000 [14:24:25<9:49:31, 4.33s/it] 59%|█████▉ | 11825/20000 [14:24:28<9:27:17, 4.16s/it] 59%|█████▉ | 11826/20000 [14:24:32<9:04:04, 3.99s/it] 59%|█████▉ | 11827/20000 [14:24:35<8:42:00, 3.83s/it] 59%|█████▉ | 11828/20000 [14:24:39<8:21:25, 3.68s/it] 59%|█████▉ | 11829/20000 [14:24:42<8:02:29, 3.54s/it] 59%|█████▉ | 11830/20000 [14:24:45<7:43:39, 3.41s/it] 59%|█████▉ | 11831/20000 [14:24:48<7:22:43, 3.25s/it] 59%|█████▉ | 11832/20000 [14:24:51<7:03:34, 3.11s/it] 59%|█████▉ | 11833/20000 [14:24:53<6:42:00, 2.95s/it] 59%|█████▉ | 11834/20000 [14:24:56<6:16:35, 2.77s/it] 59%|█████▉ | 11835/20000 [14:24:57<5:36:15, 2.47s/it] 59%|█████▉ | 11836/20000 [14:25:06<9:42:57, 4.28s/it] 59%|█████▉ | 11837/20000 [14:25:12<10:54:25, 4.81s/it] 59%|█████▉ | 11838/20000 [14:25:17<11:12:40, 4.94s/it] 59%|█████▉ | 11839/20000 [14:25:22<11:06:19, 4.90s/it] 59%|█████▉ | 11840/20000 [14:25:27<10:51:04, 4.79s/it] 59%|█████▉ | 11841/20000 [14:25:31<10:32:38, 4.65s/it] 59%|█████▉ | 11842/20000 [14:25:35<10:07:57, 4.47s/it] 59%|█████▉ | 11843/20000 [14:25:39<9:44:49, 4.30s/it] 59%|█████▉ | 11844/20000 [14:25:43<9:24:09, 4.15s/it] 59%|█████▉ | 11845/20000 [14:25:46<9:02:32, 3.99s/it] 59%|█████▉ | 11846/20000 [14:25:50<8:41:12, 3.84s/it] 59%|█████▉ | 11847/20000 [14:25:53<8:21:09, 3.69s/it] 59%|█████▉ | 11848/20000 [14:25:56<8:07:32, 3.59s/it] 59%|█████▉ | 11849/20000 [14:26:00<7:49:25, 3.46s/it] 59%|█████▉ | 11850/20000 [14:26:03<7:28:06, 3.30s/it] 59%|█████▉ | 11851/20000 [14:26:05<7:07:37, 3.15s/it] 59%|█████▉ | 11852/20000 [14:26:08<6:45:17, 2.98s/it] 59%|█████▉ | 11853/20000 [14:26:10<6:18:48, 2.79s/it] 59%|█████▉ | 11854/20000 [14:26:12<5:36:43, 2.48s/it] 59%|█████▉ | 11855/20000 [14:26:17<7:37:12, 3.37s/it] 59%|█████▉ | 11856/20000 [14:26:20<7:11:54, 3.18s/it] 59%|█████▉ | 11857/20000 [14:26:30<11:28:08, 5.07s/it] 59%|█████▉ | 11858/20000 [14:26:35<11:56:55, 5.28s/it] 59%|█████▉ | 11859/20000 [14:26:41<11:51:51, 5.25s/it] 59%|█████▉ | 11860/20000 [14:26:45<11:31:53, 5.10s/it] 59%|█████▉ | 11861/20000 [14:26:50<11:08:57, 4.93s/it] 59%|█████▉ | 11862/20000 [14:26:54<10:42:41, 4.74s/it] 59%|█████▉ | 11863/20000 [14:26:58<10:14:18, 4.53s/it] 59%|█████▉ | 11864/20000 [14:27:02<9:47:36, 4.33s/it] 59%|█████▉ | 11865/20000 [14:27:06<9:25:13, 4.17s/it] 59%|█████▉ | 11866/20000 [14:27:10<9:03:14, 4.01s/it] 59%|█████▉ | 11867/20000 [14:27:13<8:39:55, 3.84s/it] 59%|█████▉ | 11868/20000 [14:27:16<8:18:59, 3.68s/it] 59%|█████▉ | 11869/20000 [14:27:20<7:59:26, 3.54s/it] 59%|█████▉ | 11870/20000 [14:27:23<7:39:38, 3.39s/it] 59%|█████▉ | 11871/20000 [14:27:25<7:19:52, 3.25s/it] 59%|█████▉ | 11872/20000 [14:27:28<6:59:28, 3.10s/it] 59%|█████▉ | 11873/20000 [14:27:31<6:36:23, 2.93s/it] 59%|█████▉ | 11874/20000 [14:27:33<6:10:03, 2.73s/it] 59%|█████▉ | 11875/20000 [14:27:35<5:25:54, 2.41s/it] 59%|█████▉ | 11876/20000 [14:27:43<9:08:24, 4.05s/it] 59%|█████▉ | 11877/20000 [14:27:48<10:24:57, 4.62s/it] 59%|█████▉ | 11878/20000 [14:27:54<10:51:19, 4.81s/it] 59%|█████▉ | 11879/20000 [14:27:59<10:51:16, 4.81s/it] 59%|█████▉ | 11880/20000 [14:28:03<10:39:17, 4.72s/it] 59%|█████▉ | 11881/20000 [14:28:07<10:22:53, 4.60s/it] 59%|█████▉ | 11882/20000 [14:28:12<10:01:51, 4.45s/it] 59%|█████▉ | 11883/20000 [14:28:15<9:40:51, 4.29s/it] 59%|█████▉ | 11884/20000 [14:28:19<9:20:12, 4.14s/it] 59%|█████▉ | 11885/20000 [14:28:23<8:59:29, 3.99s/it] 59%|█████▉ | 11886/20000 [14:28:26<8:40:17, 3.85s/it] 59%|█████▉ | 11887/20000 [14:28:30<8:20:34, 3.70s/it] 59%|█████▉ | 11888/20000 [14:28:33<8:01:34, 3.56s/it] 59%|█████▉ | 11889/20000 [14:28:36<7:45:11, 3.44s/it] 59%|█████▉ | 11890/20000 [14:28:39<7:24:27, 3.29s/it] 59%|█████▉ | 11891/20000 [14:28:42<7:02:54, 3.13s/it] 59%|█████▉ | 11892/20000 [14:28:44<6:39:14, 2.95s/it] 59%|█████▉ | 11893/20000 [14:28:47<6:14:55, 2.77s/it] 59%|█████▉ | 11894/20000 [14:28:49<5:35:31, 2.48s/it] 59%|█████▉ | 11895/20000 [14:28:56<9:15:47, 4.11s/it] 59%|█████▉ | 11896/20000 [14:29:02<10:23:30, 4.62s/it] 59%|█████▉ | 11897/20000 [14:29:07<10:45:34, 4.78s/it] 59%|█████▉ | 11898/20000 [14:29:12<10:44:32, 4.77s/it] 59%|█████▉ | 11899/20000 [14:29:17<10:35:07, 4.70s/it] 60%|█████▉ | 11900/20000 [14:29:21<10:18:15, 4.58s/it] 60%|█████▉ | 11901/20000 [14:29:25<9:58:33, 4.43s/it] 60%|█████▉ | 11902/20000 [14:29:29<9:38:04, 4.28s/it] 60%|█████▉ | 11903/20000 [14:29:33<9:18:47, 4.14s/it] 60%|█████▉ | 11904/20000 [14:29:36<8:59:43, 4.00s/it] 60%|█████▉ | 11905/20000 [14:29:40<8:39:28, 3.85s/it] 60%|█████▉ | 11906/20000 [14:29:43<8:21:28, 3.72s/it] 60%|█████▉ | 11907/20000 [14:29:47<8:03:44, 3.59s/it] 60%|█████▉ | 11908/20000 [14:29:50<7:46:54, 3.46s/it] 60%|█████▉ | 11909/20000 [14:29:53<7:27:28, 3.32s/it] 60%|█████▉ | 11910/20000 [14:29:56<7:05:55, 3.16s/it] 60%|█████▉ | 11911/20000 [14:29:58<6:43:29, 2.99s/it] 60%|█████▉ | 11912/20000 [14:30:01<6:16:04, 2.79s/it] 60%|█████▉ | 11913/20000 [14:30:02<5:33:03, 2.47s/it] 60%|█████▉ | 11914/20000 [14:30:11<9:32:56, 4.25s/it] 60%|█████▉ | 11915/20000 [14:30:17<10:44:27, 4.78s/it] 60%|█████▉ | 11916/20000 [14:30:22<11:05:23, 4.94s/it] 60%|█████▉ | 11917/20000 [14:30:27<11:07:01, 4.95s/it] 60%|█████▉ | 11918/20000 [14:30:32<10:59:40, 4.90s/it] 60%|█████▉ | 11919/20000 [14:30:36<10:45:20, 4.79s/it] 60%|█████▉ | 11920/20000 [14:30:41<10:23:00, 4.63s/it] 60%|█████▉ | 11921/20000 [14:30:45<10:01:28, 4.47s/it] 60%|█████▉ | 11922/20000 [14:30:49<9:38:46, 4.30s/it] 60%|█████▉ | 11923/20000 [14:30:52<9:15:30, 4.13s/it] 60%|█████▉ | 11924/20000 [14:30:56<8:53:08, 3.96s/it] 60%|█████▉ | 11925/20000 [14:30:59<8:34:13, 3.82s/it] 60%|█████▉ | 11926/20000 [14:31:03<8:14:54, 3.68s/it] 60%|█████▉ | 11927/20000 [14:31:06<7:57:56, 3.55s/it] 60%|█████▉ | 11928/20000 [14:31:09<7:40:00, 3.42s/it] 60%|█████▉ | 11929/20000 [14:31:12<7:17:47, 3.25s/it] 60%|█████▉ | 11930/20000 [14:31:15<6:56:13, 3.09s/it] 60%|█████▉ | 11931/20000 [14:31:17<6:31:12, 2.91s/it] 60%|█████▉ | 11932/20000 [14:31:19<5:47:14, 2.58s/it] 60%|█████▉ | 11933/20000 [14:31:25<7:53:49, 3.52s/it] 60%|█████▉ | 11934/20000 [14:31:27<7:24:06, 3.30s/it] 60%|█████▉ | 11935/20000 [14:31:37<11:48:19, 5.27s/it] 60%|█████▉ | 11936/20000 [14:31:44<12:28:57, 5.57s/it] 60%|█████▉ | 11937/20000 [14:31:49<12:28:37, 5.57s/it] 60%|█████▉ | 11938/20000 [14:31:54<12:07:23, 5.41s/it] 60%|█████▉ | 11939/20000 [14:31:59<11:41:25, 5.22s/it] 60%|█████▉ | 11940/20000 [14:32:04<11:14:33, 5.02s/it] 60%|█████▉ | 11941/20000 [14:32:08<10:45:50, 4.81s/it] 60%|█████▉ | 11942/20000 [14:32:12<10:17:58, 4.60s/it] 60%|█████▉ | 11943/20000 [14:32:16<9:55:48, 4.44s/it] 60%|█████▉ | 11944/20000 [14:32:20<9:32:15, 4.26s/it] 60%|█████▉ | 11945/20000 [14:32:24<9:11:25, 4.11s/it] 60%|█████▉ | 11946/20000 [14:32:27<8:49:31, 3.94s/it] 60%|█████▉ | 11947/20000 [14:32:31<8:29:01, 3.79s/it] 60%|█████▉ | 11948/20000 [14:32:34<8:11:42, 3.66s/it] 60%|█████▉ | 11949/20000 [14:32:37<7:50:03, 3.50s/it] 60%|█████▉ | 11950/20000 [14:32:40<7:28:06, 3.34s/it] 60%|█████▉ | 11951/20000 [14:32:43<7:05:28, 3.17s/it] 60%|█████▉ | 11952/20000 [14:32:45<6:36:08, 2.95s/it] 60%|█████▉ | 11953/20000 [14:32:47<5:53:25, 2.64s/it] 60%|█████▉ | 11954/20000 [14:32:56<9:45:52, 4.37s/it] 60%|█████▉ | 11955/20000 [14:33:02<11:01:14, 4.93s/it] 60%|█████▉ | 11956/20000 [14:33:07<11:22:36, 5.09s/it] 60%|█████▉ | 11957/20000 [14:33:12<11:21:42, 5.09s/it] 60%|█████▉ | 11958/20000 [14:33:17<11:07:54, 4.98s/it] 60%|█████▉ | 11959/20000 [14:33:22<11:08:14, 4.99s/it] 60%|█████▉ | 11960/20000 [14:33:26<10:33:36, 4.73s/it] 60%|█████▉ | 11961/20000 [14:33:30<10:02:58, 4.50s/it] 60%|█████▉ | 11962/20000 [14:33:34<9:34:53, 4.29s/it] 60%|█████▉ | 11963/20000 [14:33:38<9:09:05, 4.10s/it] 60%|█████▉ | 11964/20000 [14:33:41<8:45:40, 3.92s/it] 60%|█████▉ | 11965/20000 [14:33:45<8:22:18, 3.75s/it] 60%|█████▉ | 11966/20000 [14:33:48<8:01:36, 3.60s/it] 60%|█████▉ | 11967/20000 [14:33:51<7:43:46, 3.46s/it] 60%|█████▉ | 11968/20000 [14:33:54<7:21:09, 3.30s/it] 60%|█████▉ | 11969/20000 [14:33:57<6:58:34, 3.13s/it] 60%|█████▉ | 11970/20000 [14:33:59<6:35:41, 2.96s/it] 60%|█████▉ | 11971/20000 [14:34:01<6:10:19, 2.77s/it] 60%|█████▉ | 11972/20000 [14:34:03<5:26:19, 2.44s/it] 60%|█████▉ | 11973/20000 [14:34:11<9:17:41, 4.17s/it] 60%|█████▉ | 11974/20000 [14:34:17<10:26:11, 4.68s/it] 60%|█████▉ | 11975/20000 [14:34:22<10:49:57, 4.86s/it] 60%|█████▉ | 11976/20000 [14:34:27<10:49:57, 4.86s/it] 60%|█████▉ | 11977/20000 [14:34:32<10:41:14, 4.80s/it] 60%|█████▉ | 11978/20000 [14:34:36<10:24:34, 4.67s/it] 60%|█████▉ | 11979/20000 [14:34:41<10:04:25, 4.52s/it] 60%|█████▉ | 11980/20000 [14:34:45<9:44:04, 4.37s/it] 60%|█████▉ | 11981/20000 [14:34:48<9:21:39, 4.20s/it] 60%|█████▉ | 11982/20000 [14:34:52<9:00:28, 4.04s/it] 60%|█████▉ | 11983/20000 [14:34:56<8:41:10, 3.90s/it] 60%|█████▉ | 11984/20000 [14:34:59<8:21:54, 3.76s/it] 60%|█████▉ | 11985/20000 [14:35:02<8:03:01, 3.62s/it] 60%|█████▉ | 11986/20000 [14:35:05<7:45:41, 3.49s/it] 60%|█████▉ | 11987/20000 [14:35:08<7:24:35, 3.33s/it] 60%|█████▉ | 11988/20000 [14:35:11<7:02:15, 3.16s/it] 60%|█████▉ | 11989/20000 [14:35:14<6:38:45, 2.99s/it] 60%|█████▉ | 11990/20000 [14:35:16<6:13:18, 2.80s/it] 60%|█████▉ | 11991/20000 [14:35:18<5:33:51, 2.50s/it] 60%|█████▉ | 11992/20000 [14:35:26<9:29:48, 4.27s/it] 60%|█████▉ | 11993/20000 [14:35:32<10:34:42, 4.76s/it] 60%|█████▉ | 11994/20000 [14:35:37<10:53:38, 4.90s/it] 60%|█████▉ | 11995/20000 [14:35:42<10:52:03, 4.89s/it] 60%|█████▉ | 11996/20000 [14:35:47<10:38:03, 4.78s/it] 60%|█████▉ | 11997/20000 [14:35:51<10:20:50, 4.65s/it] 60%|█████▉ | 11998/20000 [14:35:55<9:56:16, 4.47s/it] 60%|█████▉ | 11999/20000 [14:35:59<9:34:39, 4.31s/it] 60%|██████ | 12000/20000 [14:36:03<9:12:19, 4.14s/it] 60%|██████ | 12000/20000 [14:36:03<9:12:19, 4.14s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.08722745627164841, 'eval_wer': 0.0769162605228179, 'eval_runtime': 63.711, 'eval_samples_per_second': 29.147, 'eval_steps_per_second': 1.224, 'epoch': 147.44} {'loss': 0.0069, 'learning_rate': 0.00020517948717948718, 'epoch': 153.85} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:23, 3.18it/s][A 4%|▍ | 3/78 [00:01<00:33, 2.27it/s][A 5%|▌ | 4/78 [00:01<00:37, 1.98it/s][A 6%|▋ | 5/78 [00:02<00:41, 1.77it/s][A 8%|▊ | 6/78 [00:03<00:46, 1.54it/s][A 9%|▉ | 7/78 [00:04<00:51, 1.37it/s][A 10%|█ | 8/78 [00:05<00:55, 1.26it/s][A 12%|█▏ | 9/78 [00:06<00:57, 1.20it/s][A 13%|█▎ | 10/78 [00:06<00:55, 1.22it/s][A 14%|█▍ | 11/78 [00:07<00:53, 1.25it/s][A 15%|█▌ | 12/78 [00:08<00:50, 1.30it/s][A 17%|█▋ | 13/78 [00:08<00:47, 1.38it/s][A 18%|█▊ | 14/78 [00:09<00:48, 1.32it/s][A 19%|█▉ | 15/78 [00:10<00:49, 1.28it/s][A 21%|██ | 16/78 [00:11<00:50, 1.23it/s][A 22%|██▏ | 17/78 [00:12<00:49, 1.23it/s][A 23%|██▎ | 18/78 [00:13<00:52, 1.14it/s][A 24%|██▍ | 19/78 [00:14<00:50, 1.17it/s][A 26%|██▌ | 20/78 [00:14<00:45, 1.27it/s][A 27%|██▋ | 21/78 [00:15<00:46, 1.23it/s][A 28%|██▊ | 22/78 [00:16<00:43, 1.29it/s][A 29%|██▉ | 23/78 [00:17<00:41, 1.34it/s][A 31%|███ | 24/78 [00:17<00:40, 1.32it/s][A 32%|███▏ | 25/78 [00:18<00:38, 1.37it/s][A 33%|███▎ | 26/78 [00:19<00:36, 1.41it/s][A 35%|███▍ | 27/78 [00:19<00:35, 1.43it/s][A 36%|███▌ | 28/78 [00:20<00:36, 1.38it/s][A 37%|███▋ | 29/78 [00:21<00:33, 1.46it/s][A 38%|███▊ | 30/78 [00:22<00:35, 1.36it/s][A 40%|███▉ | 31/78 [00:22<00:33, 1.41it/s][A 41%|████ | 32/78 [00:23<00:32, 1.43it/s][A 42%|████▏ | 33/78 [00:24<00:30, 1.46it/s][A 44%|████▎ | 34/78 [00:24<00:29, 1.50it/s][A 45%|████▍ | 35/78 [00:25<00:27, 1.54it/s][A 46%|████▌ | 36/78 [00:25<00:27, 1.54it/s][A 47%|████▋ | 37/78 [00:26<00:27, 1.47it/s][A 49%|████▊ | 38/78 [00:27<00:27, 1.43it/s][A 50%|█████ | 39/78 [00:28<00:30, 1.26it/s][A 51%|█████▏ | 40/78 [00:29<00:30, 1.23it/s][A 53%|█████▎ | 41/78 [00:30<00:33, 1.12it/s][A 54%|█████▍ | 42/78 [00:31<00:31, 1.15it/s][A 55%|█████▌ | 43/78 [00:32<00:30, 1.14it/s][A 56%|█████▋ | 44/78 [00:32<00:29, 1.15it/s][A 58%|█████▊ | 45/78 [00:33<00:27, 1.19it/s][A 59%|█████▉ | 46/78 [00:34<00:30, 1.04it/s][A 60%|██████ | 47/78 [00:35<00:27, 1.14it/s][A 62%|██████▏ | 48/78 [00:36<00:24, 1.22it/s][A 63%|██████▎ | 49/78 [00:36<00:21, 1.33it/s][A 64%|██████▍ | 50/78 [00:37<00:20, 1.36it/s][A 65%|██████▌ | 51/78 [00:38<00:18, 1.44it/s][A 67%|██████▋ | 52/78 [00:38<00:17, 1.47it/s][A 68%|██████▊ | 53/78 [00:39<00:16, 1.48it/s][A 69%|██████▉ | 54/78 [00:40<00:17, 1.39it/s][A 71%|███████ | 55/78 [00:41<00:17, 1.35it/s][A 72%|███████▏ | 56/78 [00:41<00:16, 1.34it/s][A 73%|███████▎ | 57/78 [00:43<00:18, 1.13it/s][A 74%|███████▍ | 58/78 [00:43<00:17, 1.14it/s][A 76%|███████▌ | 59/78 [00:44<00:17, 1.11it/s][A 77%|███████▋ | 60/78 [00:45<00:15, 1.17it/s][A 78%|███████▊ | 61/78 [00:46<00:14, 1.20it/s][A 79%|███████▉ | 62/78 [00:47<00:13, 1.22it/s][A 81%|████████ | 63/78 [00:48<00:12, 1.23it/s][A 82%|████████▏ | 64/78 [00:48<00:11, 1.23it/s][A 83%|████████▎ | 65/78 [00:49<00:10, 1.24it/s][A 85%|████████▍ | 66/78 [00:50<00:09, 1.28it/s][A 86%|████████▌ | 67/78 [00:51<00:08, 1.27it/s][A 87%|████████▋ | 68/78 [00:51<00:07, 1.29it/s][A 88%|████████▊ | 69/78 [00:52<00:06, 1.31it/s][A 90%|████████▉ | 70/78 [00:53<00:06, 1.24it/s][A 91%|█████████ | 71/78 [00:54<00:05, 1.30it/s][A 92%|█████████▏| 72/78 [00:54<00:04, 1.31it/s][A 94%|█████████▎| 73/78 [00:55<00:03, 1.29it/s][A 95%|█████████▍| 74/78 [00:56<00:03, 1.28it/s][A 96%|█████████▌| 75/78 [00:57<00:02, 1.29it/s][A 97%|█████████▋| 76/78 [00:58<00:01, 1.28it/s][A 99%|█████████▊| 77/78 [00:58<00:00, 1.34it/s][A 100%|██████████| 78/78 [00:59<00:00, 1.67it/s][A [A 60%|██████ | 12000/20000 [14:37:04<9:12:19, 4.14s/it] 100%|██████████| 78/78 [01:00<00:00, 1.67it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-12000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-12000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-12000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-12000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-11500] due to args.save_total_limit 60%|██████ | 12001/20000 [14:37:19<57:27:33, 25.86s/it] 60%|██████ | 12002/20000 [14:37:23<42:35:09, 19.17s/it] 60%|██████ | 12003/20000 [14:37:27<32:07:01, 14.46s/it] 60%|██████ | 12004/20000 [14:37:30<24:40:38, 11.11s/it] 60%|██████ | 12005/20000 [14:37:33<19:23:11, 8.73s/it] 60%|██████ | 12006/20000 [14:37:36<15:33:53, 7.01s/it] 60%|██████ | 12007/20000 [14:37:39<12:48:30, 5.77s/it] 60%|██████ | 12008/20000 [14:37:42<10:43:43, 4.83s/it] 60%|██████ | 12009/20000 [14:37:44<9:05:31, 4.10s/it] 60%|██████ | 12010/20000 [14:37:46<7:34:05, 3.41s/it] 60%|██████ | 12011/20000 [14:37:51<9:00:45, 4.06s/it] 60%|██████ | 12012/20000 [14:37:54<8:08:52, 3.67s/it] 60%|██████ | 12013/20000 [14:38:04<12:08:01, 5.47s/it] 60%|██████ | 12014/20000 [14:38:10<12:35:31, 5.68s/it] 60%|██████ | 12015/20000 [14:38:15<12:24:39, 5.60s/it] 60%|██████ | 12016/20000 [14:38:20<11:59:03, 5.40s/it] 60%|██████ | 12017/20000 [14:38:25<11:30:11, 5.19s/it] 60%|██████ | 12018/20000 [14:38:29<11:02:03, 4.98s/it] 60%|██████ | 12019/20000 [14:38:34<10:31:18, 4.75s/it] 60%|██████ | 12020/20000 [14:38:38<10:03:00, 4.53s/it] 60%|██████ | 12021/20000 [14:38:42<9:37:02, 4.34s/it] 60%|██████ | 12022/20000 [14:38:45<9:13:10, 4.16s/it] 60%|██████ | 12023/20000 [14:38:49<8:50:32, 3.99s/it] 60%|██████ | 12024/20000 [14:38:52<8:30:22, 3.84s/it] 60%|██████ | 12025/20000 [14:38:56<8:10:37, 3.69s/it] 60%|██████ | 12026/20000 [14:38:59<7:54:03, 3.57s/it] 60%|██████ | 12027/20000 [14:39:02<7:34:47, 3.42s/it] 60%|██████ | 12028/20000 [14:39:05<7:15:00, 3.27s/it] 60%|██████ | 12029/20000 [14:39:08<6:54:34, 3.12s/it] 60%|██████ | 12030/20000 [14:39:10<6:29:35, 2.93s/it] 60%|██████ | 12031/20000 [14:39:12<5:47:09, 2.61s/it] 60%|██████ | 12032/20000 [14:39:21<10:06:18, 4.57s/it] 60%|██████ | 12033/20000 [14:39:28<11:15:37, 5.09s/it] 60%|██████ | 12034/20000 [14:39:33<11:35:25, 5.24s/it] 60%|██████ | 12035/20000 [14:39:38<11:28:25, 5.19s/it] 60%|██████ | 12036/20000 [14:39:43<11:12:40, 5.07s/it] 60%|██████ | 12037/20000 [14:39:48<10:51:19, 4.91s/it] 60%|██████ | 12038/20000 [14:39:52<10:24:42, 4.71s/it] 60%|██████ | 12039/20000 [14:39:56<10:00:45, 4.53s/it] 60%|██████ | 12040/20000 [14:40:00<9:39:16, 4.37s/it] 60%|██████ | 12041/20000 [14:40:04<9:16:19, 4.19s/it] 60%|██████ | 12042/20000 [14:40:07<8:55:52, 4.04s/it] 60%|██████ | 12043/20000 [14:40:11<8:34:52, 3.88s/it] 60%|██████ | 12044/20000 [14:40:14<8:16:46, 3.75s/it] 60%|██████ | 12045/20000 [14:40:18<7:58:46, 3.61s/it] 60%|██████ | 12046/20000 [14:40:21<7:36:27, 3.44s/it] 60%|██████ | 12047/20000 [14:40:24<7:19:05, 3.31s/it] 60%|██████ | 12048/20000 [14:40:26<6:58:29, 3.16s/it] 60%|██████ | 12049/20000 [14:40:29<6:30:37, 2.95s/it] 60%|██████ | 12050/20000 [14:40:31<5:49:15, 2.64s/it] 60%|██████ | 12051/20000 [14:40:40<9:52:55, 4.48s/it] 60%|██████ | 12052/20000 [14:40:46<11:01:16, 4.99s/it] 60%|██████ | 12053/20000 [14:40:51<11:17:04, 5.11s/it] 60%|██████ | 12054/20000 [14:40:56<11:11:56, 5.07s/it] 60%|██████ | 12055/20000 [14:41:01<10:54:14, 4.94s/it] 60%|██████ | 12056/20000 [14:41:05<10:34:00, 4.79s/it] 60%|██████ | 12057/20000 [14:41:09<10:04:50, 4.57s/it] 60%|██████ | 12058/20000 [14:41:13<9:38:45, 4.37s/it] 60%|██████ | 12059/20000 [14:41:17<9:13:07, 4.18s/it] 60%|██████ | 12060/20000 [14:41:21<8:51:17, 4.01s/it] 60%|██████ | 12061/20000 [14:41:24<8:29:16, 3.85s/it] 60%|██████ | 12062/20000 [14:41:27<8:08:29, 3.69s/it] 60%|██████ | 12063/20000 [14:41:31<7:49:25, 3.55s/it] 60%|██████ | 12064/20000 [14:41:34<7:30:54, 3.41s/it] 60%|██████ | 12065/20000 [14:41:36<7:09:33, 3.25s/it] 60%|██████ | 12066/20000 [14:41:39<6:48:44, 3.09s/it] 60%|██████ | 12067/20000 [14:41:42<6:25:56, 2.92s/it] 60%|██████ | 12068/20000 [14:41:44<6:01:17, 2.73s/it] 60%|██████ | 12069/20000 [14:41:46<5:18:38, 2.41s/it] 60%|██████ | 12070/20000 [14:41:54<8:56:19, 4.06s/it] 60%|██████ | 12071/20000 [14:42:00<10:09:56, 4.62s/it] 60%|██████ | 12072/20000 [14:42:05<10:33:30, 4.79s/it] 60%|██████ | 12073/20000 [14:42:10<10:33:55, 4.80s/it] 60%|██████ | 12074/20000 [14:42:14<10:24:04, 4.72s/it] 60%|██████ | 12075/20000 [14:42:18<10:09:24, 4.61s/it] 60%|██████ | 12076/20000 [14:42:22<9:46:58, 4.44s/it] 60%|██████ | 12077/20000 [14:42:26<9:26:33, 4.29s/it] 60%|██████ | 12078/20000 [14:42:30<9:06:19, 4.14s/it] 60%|██████ | 12079/20000 [14:42:34<8:47:47, 4.00s/it] 60%|██████ | 12080/20000 [14:42:37<8:26:20, 3.84s/it] 60%|██████ | 12081/20000 [14:42:41<8:07:03, 3.69s/it] 60%|██████ | 12082/20000 [14:42:44<7:49:25, 3.56s/it] 60%|██████ | 12083/20000 [14:42:47<7:33:30, 3.44s/it] 60%|██████ | 12084/20000 [14:42:50<7:13:41, 3.29s/it] 60%|██████ | 12085/20000 [14:42:53<6:53:16, 3.13s/it] 60%|██████ | 12086/20000 [14:42:55<6:32:12, 2.97s/it] 60%|██████ | 12087/20000 [14:42:58<6:06:38, 2.78s/it] 60%|██████ | 12088/20000 [14:42:59<5:25:40, 2.47s/it] 60%|██████ | 12089/20000 [14:43:05<7:07:46, 3.24s/it] 60%|██████ | 12090/20000 [14:43:07<6:46:29, 3.08s/it] 60%|██████ | 12091/20000 [14:43:17<10:55:38, 4.97s/it] 60%|██████ | 12092/20000 [14:43:23<11:43:33, 5.34s/it] 60%|██████ | 12093/20000 [14:43:28<11:48:26, 5.38s/it] 60%|██████ | 12094/20000 [14:43:33<11:31:56, 5.25s/it] 60%|██████ | 12095/20000 [14:43:38<11:08:16, 5.07s/it] 60%|██████ | 12096/20000 [14:43:42<10:42:48, 4.88s/it] 60%|██████ | 12097/20000 [14:43:47<10:15:47, 4.68s/it] 60%|██████ | 12098/20000 [14:43:51<9:50:22, 4.48s/it] 60%|██████ | 12099/20000 [14:43:54<9:26:21, 4.30s/it] 60%|██████ | 12100/20000 [14:43:58<9:03:14, 4.13s/it] 61%|██████ | 12101/20000 [14:44:02<8:40:29, 3.95s/it] 61%|██████ | 12102/20000 [14:44:05<8:19:25, 3.79s/it] 61%|██████ | 12103/20000 [14:44:08<7:56:42, 3.62s/it] 61%|██████ | 12104/20000 [14:44:12<7:40:12, 3.50s/it] 61%|██████ | 12105/20000 [14:44:15<7:19:24, 3.34s/it] 61%|██████ | 12106/20000 [14:44:17<6:55:19, 3.16s/it] 61%|██████ | 12107/20000 [14:44:20<6:32:10, 2.98s/it] 61%|██████ | 12108/20000 [14:44:22<6:03:56, 2.77s/it] 61%|██████ | 12109/20000 [14:44:24<5:18:41, 2.42s/it] 61%|██████ | 12110/20000 [14:44:32<8:54:02, 4.06s/it] 61%|██████ | 12111/20000 [14:44:37<10:00:19, 4.57s/it] 61%|██████ | 12112/20000 [14:44:42<10:21:06, 4.72s/it] 61%|██████ | 12113/20000 [14:44:47<10:21:18, 4.73s/it] 61%|██████ | 12114/20000 [14:44:52<10:10:20, 4.64s/it] 61%|██████ | 12115/20000 [14:44:56<9:55:16, 4.53s/it] 61%|██████ | 12116/20000 [14:45:00<9:36:47, 4.39s/it] 61%|██████ | 12117/20000 [14:45:04<9:18:30, 4.25s/it] 61%|██████ | 12118/20000 [14:45:08<9:00:43, 4.12s/it] 61%|██████ | 12119/20000 [14:45:11<8:42:18, 3.98s/it] 61%|██████ | 12120/20000 [14:45:15<8:24:56, 3.84s/it] 61%|██████ | 12121/20000 [14:45:18<8:05:09, 3.69s/it] 61%|██████ | 12122/20000 [14:45:21<7:47:21, 3.56s/it] 61%|██████ | 12123/20000 [14:45:25<7:30:56, 3.43s/it] 61%|██████ | 12124/20000 [14:45:28<7:11:05, 3.28s/it] 61%|██████ | 12125/20000 [14:45:30<6:52:02, 3.14s/it] 61%|██████ | 12126/20000 [14:45:33<6:34:06, 3.00s/it] 61%|██████ | 12127/20000 [14:45:35<6:11:41, 2.83s/it] 61%|██████ | 12128/20000 [14:45:37<5:31:46, 2.53s/it] 61%|██████ | 12129/20000 [14:45:45<9:04:01, 4.15s/it] 61%|██████ | 12130/20000 [14:45:51<10:12:48, 4.67s/it] 61%|██████ | 12131/20000 [14:45:56<10:40:08, 4.88s/it] 61%|██████ | 12132/20000 [14:46:01<10:39:01, 4.87s/it] 61%|██████ | 12133/20000 [14:46:06<10:30:33, 4.81s/it] 61%|██████ | 12134/20000 [14:46:10<10:16:12, 4.70s/it] 61%|██████ | 12135/20000 [14:46:15<9:54:37, 4.54s/it] 61%|██████ | 12136/20000 [14:46:19<9:32:41, 4.37s/it] 61%|██████ | 12137/20000 [14:46:22<9:11:14, 4.21s/it] 61%|██████ | 12138/20000 [14:46:26<8:50:14, 4.05s/it] 61%|██████ | 12139/20000 [14:46:30<8:31:35, 3.90s/it] 61%|██████ | 12140/20000 [14:46:33<8:10:37, 3.75s/it] 61%|██████ | 12141/20000 [14:46:36<7:50:18, 3.59s/it] 61%|██████ | 12142/20000 [14:46:39<7:33:08, 3.46s/it] 61%|██████ | 12143/20000 [14:46:42<7:12:24, 3.30s/it] 61%|██████ | 12144/20000 [14:46:45<6:53:39, 3.16s/it] 61%|██████ | 12145/20000 [14:46:48<6:31:50, 2.99s/it] 61%|██████ | 12146/20000 [14:46:50<6:06:53, 2.80s/it] 61%|██████ | 12147/20000 [14:46:52<5:27:40, 2.50s/it] 61%|██████ | 12148/20000 [14:47:00<9:23:20, 4.30s/it] 61%|██████ | 12149/20000 [14:47:06<10:24:10, 4.77s/it] 61%|██████ | 12150/20000 [14:47:11<10:40:40, 4.90s/it] 61%|██████ | 12151/20000 [14:47:16<10:39:55, 4.89s/it] 61%|██████ | 12152/20000 [14:47:21<10:25:01, 4.78s/it] 61%|██████ | 12153/20000 [14:47:25<10:08:22, 4.65s/it] 61%|██████ | 12154/20000 [14:47:29<9:46:57, 4.49s/it] 61%|██████ | 12155/20000 [14:47:33<9:27:18, 4.34s/it] 61%|██████ | 12156/20000 [14:47:37<9:06:54, 4.18s/it] 61%|██████ | 12157/20000 [14:47:41<8:47:07, 4.03s/it] 61%|██████ | 12158/20000 [14:47:44<8:26:38, 3.88s/it] 61%|██████ | 12159/20000 [14:47:48<8:08:08, 3.74s/it] 61%|██████ | 12160/20000 [14:47:51<7:47:57, 3.58s/it] 61%|██████ | 12161/20000 [14:47:54<7:28:34, 3.43s/it] 61%|██████ | 12162/20000 [14:47:57<7:07:45, 3.27s/it] 61%|██████ | 12163/20000 [14:48:00<6:47:07, 3.12s/it] 61%|██████ | 12164/20000 [14:48:02<6:25:07, 2.95s/it] 61%|██████ | 12165/20000 [14:48:05<5:59:42, 2.75s/it] 61%|██████ | 12166/20000 [14:48:06<5:19:31, 2.45s/it] 61%|██████ | 12167/20000 [14:48:11<7:05:49, 3.26s/it] 61%|██████ | 12168/20000 [14:48:14<6:40:55, 3.07s/it] 61%|██████ | 12169/20000 [14:48:23<10:44:39, 4.94s/it] 61%|██████ | 12170/20000 [14:48:29<11:21:23, 5.22s/it] 61%|██████ | 12171/20000 [14:48:34<11:21:06, 5.22s/it] 61%|██████ | 12172/20000 [14:48:39<11:03:47, 5.09s/it] 61%|██████ | 12173/20000 [14:48:44<10:43:16, 4.93s/it] 61%|██████ | 12174/20000 [14:48:48<10:21:21, 4.76s/it] 61%|██████ | 12175/20000 [14:48:52<9:57:06, 4.58s/it] 61%|██████ | 12176/20000 [14:48:56<9:30:12, 4.37s/it] 61%|██████ | 12177/20000 [14:49:00<9:07:19, 4.20s/it] 61%|██████ | 12178/20000 [14:49:04<8:43:34, 4.02s/it] 61%|██████ | 12179/20000 [14:49:07<8:20:32, 3.84s/it] 61%|██████ | 12180/20000 [14:49:10<8:01:14, 3.69s/it] 61%|██████ | 12181/20000 [14:49:14<7:44:35, 3.57s/it] 61%|██████ | 12182/20000 [14:49:17<7:30:55, 3.46s/it] 61%|██████ | 12183/20000 [14:49:20<7:13:30, 3.33s/it] 61%|██████ | 12184/20000 [14:49:23<6:53:53, 3.18s/it] 61%|██████ | 12185/20000 [14:49:25<6:32:18, 3.01s/it] 61%|██████ | 12186/20000 [14:49:28<6:07:30, 2.82s/it] 61%|██████ | 12187/20000 [14:49:30<5:28:12, 2.52s/it] 61%|██████ | 12188/20000 [14:49:38<9:34:39, 4.41s/it] 61%|██████ | 12189/20000 [14:49:45<10:44:46, 4.95s/it] 61%|██████ | 12190/20000 [14:49:50<11:04:59, 5.11s/it] 61%|██████ | 12191/20000 [14:49:55<11:00:24, 5.07s/it] 61%|██████ | 12192/20000 [14:50:00<10:45:26, 4.96s/it] 61%|██████ | 12193/20000 [14:50:04<10:26:20, 4.81s/it] 61%|██████ | 12194/20000 [14:50:08<10:03:37, 4.64s/it] 61%|██████ | 12195/20000 [14:50:13<9:43:01, 4.48s/it] 61%|██████ | 12196/20000 [14:50:16<9:22:35, 4.33s/it] 61%|██████ | 12197/20000 [14:50:20<8:59:54, 4.15s/it] 61%|██████ | 12198/20000 [14:50:24<8:39:01, 3.99s/it] 61%|██████ | 12199/20000 [14:50:27<8:19:15, 3.84s/it] 61%|██████ | 12200/20000 [14:50:31<8:00:10, 3.69s/it] 61%|██████ | 12201/20000 [14:50:34<7:45:23, 3.58s/it] 61%|██████ | 12202/20000 [14:50:37<7:25:50, 3.43s/it] 61%|██████ | 12203/20000 [14:50:40<7:05:43, 3.28s/it] 61%|██████ | 12204/20000 [14:50:43<6:45:03, 3.12s/it] 61%|██████ | 12205/20000 [14:50:45<6:17:34, 2.91s/it] 61%|██████ | 12206/20000 [14:50:47<5:33:22, 2.57s/it] 61%|██████ | 12207/20000 [14:50:55<9:26:31, 4.36s/it] 61%|██████ | 12208/20000 [14:51:02<10:33:05, 4.87s/it] 61%|██████ | 12209/20000 [14:51:07<10:56:36, 5.06s/it] 61%|██████ | 12210/20000 [14:51:12<10:58:46, 5.07s/it] 61%|██████ | 12211/20000 [14:51:17<10:46:55, 4.98s/it] 61%|██████ | 12212/20000 [14:51:22<10:31:43, 4.87s/it] 61%|██████ | 12213/20000 [14:51:26<10:10:22, 4.70s/it] 61%|██████ | 12214/20000 [14:51:30<9:50:19, 4.55s/it] 61%|██████ | 12215/20000 [14:51:34<9:30:20, 4.40s/it] 61%|██████ | 12216/20000 [14:51:38<9:07:34, 4.22s/it] 61%|██████ | 12217/20000 [14:51:42<8:46:30, 4.06s/it] 61%|██████ | 12218/20000 [14:51:45<8:24:29, 3.89s/it] 61%|██████ | 12219/20000 [14:51:48<8:04:34, 3.74s/it] 61%|██████ | 12220/20000 [14:51:52<7:45:09, 3.59s/it] 61%|██████ | 12221/20000 [14:51:55<7:24:01, 3.42s/it] 61%|██████ | 12222/20000 [14:51:58<7:03:34, 3.27s/it] 61%|██████ | 12223/20000 [14:52:00<6:40:27, 3.09s/it] 61%|██████ | 12224/20000 [14:52:03<6:14:18, 2.89s/it] 61%|██████ | 12225/20000 [14:52:05<5:32:08, 2.56s/it] 61%|██████ | 12226/20000 [14:52:13<9:23:25, 4.35s/it] 61%|██████ | 12227/20000 [14:52:19<10:36:45, 4.92s/it] 61%|██████ | 12228/20000 [14:52:25<11:04:25, 5.13s/it] 61%|██████ | 12229/20000 [14:52:30<11:01:45, 5.11s/it] 61%|██████ | 12230/20000 [14:52:35<10:51:15, 5.03s/it] 61%|██████ | 12231/20000 [14:52:39<10:31:33, 4.88s/it] 61%|██████ | 12232/20000 [14:52:44<10:09:49, 4.71s/it] 61%|██████ | 12233/20000 [14:52:48<9:47:34, 4.54s/it] 61%|██████ | 12234/20000 [14:52:52<9:28:51, 4.40s/it] 61%|██████ | 12235/20000 [14:52:56<9:13:23, 4.28s/it] 61%|██████ | 12236/20000 [14:53:00<8:53:15, 4.12s/it] 61%|██████ | 12237/20000 [14:53:03<8:33:31, 3.97s/it] 61%|██████ | 12238/20000 [14:53:07<8:13:50, 3.82s/it] 61%|██████ | 12239/20000 [14:53:10<7:56:00, 3.68s/it] 61%|██████ | 12240/20000 [14:53:13<7:34:37, 3.52s/it] 61%|██████ | 12241/20000 [14:53:16<7:11:20, 3.34s/it] 61%|██████ | 12242/20000 [14:53:19<6:49:00, 3.16s/it] 61%|██████ | 12243/20000 [14:53:21<6:22:32, 2.96s/it] 61%|██████ | 12244/20000 [14:53:23<5:41:18, 2.64s/it] 61%|██████ | 12245/20000 [14:53:29<7:28:33, 3.47s/it] 61%|██████ | 12246/20000 [14:53:31<7:03:41, 3.28s/it] 61%|██████ | 12247/20000 [14:53:41<11:14:40, 5.22s/it] 61%|██████ | 12248/20000 [14:53:47<11:53:53, 5.53s/it] 61%|██████ | 12249/20000 [14:53:53<11:50:24, 5.50s/it] 61%|██████▏ | 12250/20000 [14:53:58<11:34:51, 5.38s/it] 61%|██████▏ | 12251/20000 [14:54:03<11:04:31, 5.15s/it] 61%|██████▏ | 12252/20000 [14:54:07<10:36:08, 4.93s/it] 61%|██████▏ | 12253/20000 [14:54:11<10:02:37, 4.67s/it] 61%|██████▏ | 12254/20000 [14:54:15<9:35:00, 4.45s/it] 61%|██████▏ | 12255/20000 [14:54:19<9:10:15, 4.26s/it] 61%|██████▏ | 12256/20000 [14:54:22<8:45:41, 4.07s/it] 61%|██████▏ | 12257/20000 [14:54:26<8:22:28, 3.89s/it] 61%|██████▏ | 12258/20000 [14:54:29<8:02:03, 3.74s/it] 61%|██████▏ | 12259/20000 [14:54:33<7:42:52, 3.59s/it] 61%|██████▏ | 12260/20000 [14:54:36<7:25:26, 3.45s/it] 61%|██████▏ | 12261/20000 [14:54:39<7:04:12, 3.29s/it] 61%|██████▏ | 12262/20000 [14:54:41<6:43:25, 3.13s/it] 61%|██████▏ | 12263/20000 [14:54:44<6:23:02, 2.97s/it] 61%|██████▏ | 12264/20000 [14:54:46<5:58:21, 2.78s/it] 61%|██████▏ | 12265/20000 [14:54:48<5:17:10, 2.46s/it] 61%|██████▏ | 12266/20000 [14:54:56<9:05:49, 4.23s/it] 61%|██████▏ | 12267/20000 [14:55:02<10:10:28, 4.74s/it] 61%|██████▏ | 12268/20000 [14:55:08<10:28:21, 4.88s/it] 61%|██████▏ | 12269/20000 [14:55:12<10:25:32, 4.85s/it] 61%|██████▏ | 12270/20000 [14:55:17<10:10:46, 4.74s/it] 61%|██████▏ | 12271/20000 [14:55:21<9:52:52, 4.60s/it] 61%|██████▏ | 12272/20000 [14:55:25<9:30:36, 4.43s/it] 61%|██████▏ | 12273/20000 [14:55:29<9:09:38, 4.27s/it] 61%|██████▏ | 12274/20000 [14:55:33<8:50:13, 4.12s/it] 61%|██████▏ | 12275/20000 [14:55:36<8:30:15, 3.96s/it] 61%|██████▏ | 12276/20000 [14:55:40<8:11:40, 3.82s/it] 61%|██████▏ | 12277/20000 [14:55:43<7:53:44, 3.68s/it] 61%|██████▏ | 12278/20000 [14:55:46<7:35:55, 3.54s/it] 61%|██████▏ | 12279/20000 [14:55:49<7:18:01, 3.40s/it] 61%|██████▏ | 12280/20000 [14:55:52<6:58:36, 3.25s/it] 61%|██████▏ | 12281/20000 [14:55:55<6:39:51, 3.11s/it] 61%|██████▏ | 12282/20000 [14:55:58<6:19:47, 2.95s/it] 61%|██████▏ | 12283/20000 [14:56:00<5:55:57, 2.77s/it] 61%|██████▏ | 12284/20000 [14:56:02<5:15:52, 2.46s/it] 61%|██████▏ | 12285/20000 [14:56:10<8:54:40, 4.16s/it] 61%|██████▏ | 12286/20000 [14:56:16<10:01:07, 4.68s/it] 61%|██████▏ | 12287/20000 [14:56:21<10:21:31, 4.83s/it] 61%|██████▏ | 12288/20000 [14:56:26<10:21:30, 4.84s/it] 61%|██████▏ | 12289/20000 [14:56:30<10:11:59, 4.76s/it] 61%|██████▏ | 12290/20000 [14:56:35<9:54:08, 4.62s/it] 61%|██████▏ | 12291/20000 [14:56:39<9:33:20, 4.46s/it] 61%|██████▏ | 12292/20000 [14:56:43<9:11:42, 4.29s/it] 61%|██████▏ | 12293/20000 [14:56:47<8:52:04, 4.14s/it] 61%|██████▏ | 12294/20000 [14:56:50<8:32:12, 3.99s/it] 61%|██████▏ | 12295/20000 [14:56:54<8:14:09, 3.85s/it] 61%|██████▏ | 12296/20000 [14:56:57<7:56:18, 3.71s/it] 61%|██████▏ | 12297/20000 [14:57:00<7:37:52, 3.57s/it] 61%|██████▏ | 12298/20000 [14:57:03<7:19:42, 3.43s/it] 61%|██████▏ | 12299/20000 [14:57:06<6:59:06, 3.27s/it] 62%|██████▏ | 12300/20000 [14:57:09<6:41:23, 3.13s/it] 62%|██████▏ | 12301/20000 [14:57:12<6:19:11, 2.96s/it] 62%|██████▏ | 12302/20000 [14:57:14<5:54:11, 2.76s/it] 62%|██████▏ | 12303/20000 [14:57:16<5:14:02, 2.45s/it] 62%|██████▏ | 12304/20000 [14:57:24<8:40:55, 4.06s/it] 62%|██████▏ | 12305/20000 [14:57:29<9:52:24, 4.62s/it] 62%|██████▏ | 12306/20000 [14:57:35<10:12:58, 4.78s/it] 62%|██████▏ | 12307/20000 [14:57:39<10:12:13, 4.77s/it] 62%|██████▏ | 12308/20000 [14:57:44<10:01:42, 4.69s/it] 62%|██████▏ | 12309/20000 [14:57:48<9:46:57, 4.58s/it] 62%|██████▏ | 12310/20000 [14:57:52<9:28:55, 4.44s/it] 62%|██████▏ | 12311/20000 [14:57:56<9:11:43, 4.31s/it] 62%|██████▏ | 12312/20000 [14:58:00<9:00:42, 4.22s/it] 62%|██████▏ | 12313/20000 [14:58:04<8:45:23, 4.10s/it] 62%|██████▏ | 12314/20000 [14:58:08<8:29:15, 3.98s/it] 62%|██████▏ | 12315/20000 [14:58:11<8:10:11, 3.83s/it] 62%|██████▏ | 12316/20000 [14:58:15<7:51:02, 3.68s/it] 62%|██████▏ | 12317/20000 [14:58:18<7:33:04, 3.54s/it] 62%|██████▏ | 12318/20000 [14:58:21<7:12:49, 3.38s/it] 62%|██████▏ | 12319/20000 [14:58:24<6:52:34, 3.22s/it] 62%|██████▏ | 12320/20000 [14:58:26<6:32:18, 3.06s/it] 62%|██████▏ | 12321/20000 [14:58:29<6:07:22, 2.87s/it] 62%|██████▏ | 12322/20000 [14:58:31<5:27:41, 2.56s/it] 62%|██████▏ | 12323/20000 [14:58:36<7:15:09, 3.40s/it] 62%|██████▏ | 12324/20000 [14:58:39<6:47:55, 3.19s/it] 62%|██████▏ | 12325/20000 [14:58:48<10:49:18, 5.08s/it] 62%|██████▏ | 12326/20000 [14:58:54<11:30:46, 5.40s/it] 62%|██████▏ | 12327/20000 [14:59:00<11:32:31, 5.42s/it] 62%|██████▏ | 12328/20000 [14:59:05<11:15:26, 5.28s/it] 62%|██████▏ | 12329/20000 [14:59:09<10:50:01, 5.08s/it] 62%|██████▏ | 12330/20000 [14:59:14<10:24:37, 4.89s/it] 62%|██████▏ | 12331/20000 [14:59:18<9:56:07, 4.66s/it] 62%|██████▏ | 12332/20000 [14:59:22<9:32:34, 4.48s/it] 62%|██████▏ | 12333/20000 [14:59:26<9:09:33, 4.30s/it] 62%|██████▏ | 12334/20000 [14:59:30<8:45:54, 4.12s/it] 62%|██████▏ | 12335/20000 [14:59:33<8:24:50, 3.95s/it] 62%|██████▏ | 12336/20000 [14:59:37<8:06:00, 3.80s/it] 62%|██████▏ | 12337/20000 [14:59:40<7:46:06, 3.65s/it] 62%|██████▏ | 12338/20000 [14:59:43<7:27:31, 3.50s/it] 62%|██████▏ | 12339/20000 [14:59:46<7:07:33, 3.35s/it] 62%|██████▏ | 12340/20000 [14:59:49<6:49:01, 3.20s/it] 62%|██████▏ | 12341/20000 [14:59:52<6:30:09, 3.06s/it] 62%|██████▏ | 12342/20000 [14:59:54<6:05:30, 2.86s/it] 62%|██████▏ | 12343/20000 [14:59:56<5:24:59, 2.55s/it] 62%|██████▏ | 12344/20000 [15:00:05<9:29:00, 4.46s/it] 62%|██████▏ | 12345/20000 [15:00:11<10:37:39, 5.00s/it] 62%|██████▏ | 12346/20000 [15:00:16<10:56:23, 5.15s/it] 62%|██████▏ | 12347/20000 [15:00:21<10:50:41, 5.10s/it] 62%|██████▏ | 12348/20000 [15:00:26<10:34:23, 4.97s/it] 62%|██████▏ | 12349/20000 [15:00:31<10:15:44, 4.83s/it] 62%|██████▏ | 12350/20000 [15:00:35<9:53:47, 4.66s/it] 62%|██████▏ | 12351/20000 [15:00:39<9:32:19, 4.49s/it] 62%|██████▏ | 12352/20000 [15:00:43<9:12:25, 4.33s/it] 62%|██████▏ | 12353/20000 [15:00:47<8:50:34, 4.16s/it] 62%|██████▏ | 12354/20000 [15:00:50<8:29:23, 4.00s/it] 62%|██████▏ | 12355/20000 [15:00:54<8:09:42, 3.84s/it] 62%|██████▏ | 12356/20000 [15:00:57<7:51:24, 3.70s/it] 62%|██████▏ | 12357/20000 [15:01:00<7:35:21, 3.57s/it] 62%|██████▏ | 12358/20000 [15:01:04<7:15:08, 3.42s/it] 62%|██████▏ | 12359/20000 [15:01:06<6:55:37, 3.26s/it] 62%|██████▏ | 12360/20000 [15:01:09<6:32:13, 3.08s/it] 62%|██████▏ | 12361/20000 [15:01:11<6:04:09, 2.86s/it] 62%|██████▏ | 12362/20000 [15:01:13<5:19:55, 2.51s/it] 62%|██████▏ | 12363/20000 [15:01:22<9:06:21, 4.29s/it] 62%|██████▏ | 12364/20000 [15:01:28<10:13:44, 4.82s/it] 62%|██████▏ | 12365/20000 [15:01:33<10:36:28, 5.00s/it] 62%|██████▏ | 12366/20000 [15:01:38<10:35:51, 5.00s/it] 62%|██████▏ | 12367/20000 [15:01:43<10:25:35, 4.92s/it] 62%|██████▏ | 12368/20000 [15:01:47<10:09:48, 4.79s/it] 62%|██████▏ | 12369/20000 [15:01:52<9:48:33, 4.63s/it] 62%|██████▏ | 12370/20000 [15:01:56<9:26:25, 4.45s/it] 62%|██████▏ | 12371/20000 [15:02:00<9:06:52, 4.30s/it] 62%|██████▏ | 12372/20000 [15:02:03<8:46:28, 4.14s/it] 62%|██████▏ | 12373/20000 [15:02:07<8:25:55, 3.98s/it] 62%|██████▏ | 12374/20000 [15:02:10<8:09:48, 3.85s/it] 62%|██████▏ | 12375/20000 [15:02:14<7:51:23, 3.71s/it] 62%|██████▏ | 12376/20000 [15:02:17<7:33:11, 3.57s/it] 62%|██████▏ | 12377/20000 [15:02:20<7:11:57, 3.40s/it] 62%|██████▏ | 12378/20000 [15:02:23<6:51:11, 3.24s/it] 62%|██████▏ | 12379/20000 [15:02:26<6:28:30, 3.06s/it] 62%|██████▏ | 12380/20000 [15:02:28<6:05:38, 2.88s/it] 62%|██████▏ | 12381/20000 [15:02:30<5:26:07, 2.57s/it] 62%|██████▏ | 12382/20000 [15:02:38<9:06:25, 4.30s/it] 62%|██████▏ | 12383/20000 [15:02:44<10:08:42, 4.79s/it] 62%|██████▏ | 12384/20000 [15:02:49<10:25:50, 4.93s/it] 62%|██████▏ | 12385/20000 [15:02:54<10:23:56, 4.92s/it] 62%|██████▏ | 12386/20000 [15:02:59<10:14:53, 4.85s/it] 62%|██████▏ | 12387/20000 [15:03:03<10:02:03, 4.74s/it] 62%|██████▏ | 12388/20000 [15:03:08<9:40:21, 4.57s/it] 62%|██████▏ | 12389/20000 [15:03:12<9:20:48, 4.42s/it] 62%|██████▏ | 12390/20000 [15:03:16<9:00:30, 4.26s/it] 62%|██████▏ | 12391/20000 [15:03:19<8:39:55, 4.10s/it] 62%|██████▏ | 12392/20000 [15:03:23<8:19:58, 3.94s/it] 62%|██████▏ | 12393/20000 [15:03:26<8:00:03, 3.79s/it] 62%|██████▏ | 12394/20000 [15:03:30<7:42:35, 3.65s/it] 62%|██████▏ | 12395/20000 [15:03:33<7:27:01, 3.53s/it] 62%|██████▏ | 12396/20000 [15:03:36<7:10:24, 3.40s/it] 62%|██████▏ | 12397/20000 [15:03:39<6:50:49, 3.24s/it] 62%|██████▏ | 12398/20000 [15:03:42<6:30:50, 3.08s/it] 62%|██████▏ | 12399/20000 [15:03:44<6:04:58, 2.88s/it] 62%|██████▏ | 12400/20000 [15:03:46<5:26:11, 2.58s/it] 62%|██████▏ | 12401/20000 [15:03:52<7:48:41, 3.70s/it] 62%|██████▏ | 12402/20000 [15:03:55<7:22:13, 3.49s/it] 62%|██████▏ | 12403/20000 [15:04:05<11:21:14, 5.38s/it] 62%|██████▏ | 12404/20000 [15:04:11<11:47:26, 5.59s/it] 62%|██████▏ | 12405/20000 [15:04:16<11:41:16, 5.54s/it] 62%|██████▏ | 12406/20000 [15:04:22<11:20:58, 5.38s/it] 62%|██████▏ | 12407/20000 [15:04:26<10:53:16, 5.16s/it] 62%|██████▏ | 12408/20000 [15:04:31<10:27:31, 4.96s/it] 62%|██████▏ | 12409/20000 [15:04:35<9:58:20, 4.73s/it] 62%|██████▏ | 12410/20000 [15:04:39<9:31:13, 4.52s/it] 62%|██████▏ | 12411/20000 [15:04:43<9:07:35, 4.33s/it] 62%|██████▏ | 12412/20000 [15:04:46<8:44:06, 4.14s/it] 62%|██████▏ | 12413/20000 [15:04:50<8:22:01, 3.97s/it] 62%|██████▏ | 12414/20000 [15:04:53<8:02:19, 3.81s/it] 62%|██████▏ | 12415/20000 [15:04:57<7:44:58, 3.68s/it] 62%|██████▏ | 12416/20000 [15:05:00<7:27:15, 3.54s/it] 62%|██████▏ | 12417/20000 [15:05:03<7:06:41, 3.38s/it] 62%|██████▏ | 12418/20000 [15:05:06<6:46:42, 3.22s/it] 62%|██████▏ | 12419/20000 [15:05:09<6:24:41, 3.04s/it] 62%|██████▏ | 12420/20000 [15:05:11<6:00:35, 2.85s/it] 62%|██████▏ | 12421/20000 [15:05:13<5:21:40, 2.55s/it] 62%|██████▏ | 12422/20000 [15:05:21<8:45:56, 4.16s/it] 62%|██████▏ | 12423/20000 [15:05:27<9:48:04, 4.66s/it] 62%|██████▏ | 12424/20000 [15:05:32<10:10:57, 4.84s/it] 62%|██████▏ | 12425/20000 [15:05:37<10:10:41, 4.84s/it] 62%|██████▏ | 12426/20000 [15:05:41<9:59:09, 4.75s/it] 62%|██████▏ | 12427/20000 [15:05:45<9:42:22, 4.61s/it] 62%|██████▏ | 12428/20000 [15:05:49<9:20:01, 4.44s/it] 62%|██████▏ | 12429/20000 [15:05:53<8:59:07, 4.27s/it] 62%|██████▏ | 12430/20000 [15:05:57<8:40:10, 4.12s/it] 62%|██████▏ | 12431/20000 [15:06:01<8:24:14, 4.00s/it] 62%|██████▏ | 12432/20000 [15:06:04<8:07:09, 3.86s/it] 62%|██████▏ | 12433/20000 [15:06:08<7:51:12, 3.74s/it] 62%|██████▏ | 12434/20000 [15:06:11<7:35:13, 3.61s/it] 62%|██████▏ | 12435/20000 [15:06:14<7:20:33, 3.49s/it] 62%|██████▏ | 12436/20000 [15:06:17<7:01:28, 3.34s/it] 62%|██████▏ | 12437/20000 [15:06:20<6:41:47, 3.19s/it] 62%|██████▏ | 12438/20000 [15:06:23<6:21:37, 3.03s/it] 62%|██████▏ | 12439/20000 [15:06:25<5:57:10, 2.83s/it] 62%|██████▏ | 12440/20000 [15:06:27<5:20:08, 2.54s/it] 62%|██████▏ | 12441/20000 [15:06:36<9:11:56, 4.38s/it] 62%|██████▏ | 12442/20000 [15:06:42<10:15:01, 4.88s/it] 62%|██████▏ | 12443/20000 [15:06:47<10:33:41, 5.03s/it] 62%|██████▏ | 12444/20000 [15:06:52<10:27:52, 4.99s/it] 62%|██████▏ | 12445/20000 [15:06:57<10:14:16, 4.88s/it] 62%|██████▏ | 12446/20000 [15:07:01<9:57:32, 4.75s/it] 62%|██████▏ | 12447/20000 [15:07:05<9:37:00, 4.58s/it] 62%|██████▏ | 12448/20000 [15:07:09<9:15:11, 4.41s/it] 62%|██████▏ | 12449/20000 [15:07:13<8:55:11, 4.25s/it] 62%|██████▏ | 12450/20000 [15:07:17<8:34:10, 4.09s/it] 62%|██████▏ | 12451/20000 [15:07:20<8:13:53, 3.93s/it] 62%|██████▏ | 12452/20000 [15:07:24<7:53:56, 3.77s/it] 62%|██████▏ | 12453/20000 [15:07:27<7:35:59, 3.63s/it] 62%|██████▏ | 12454/20000 [15:07:30<7:17:51, 3.48s/it] 62%|██████▏ | 12455/20000 [15:07:33<6:59:39, 3.34s/it] 62%|██████▏ | 12456/20000 [15:07:36<6:41:37, 3.19s/it] 62%|██████▏ | 12457/20000 [15:07:39<6:20:42, 3.03s/it] 62%|██████▏ | 12458/20000 [15:07:41<5:56:56, 2.84s/it] 62%|██████▏ | 12459/20000 [15:07:43<5:16:18, 2.52s/it] 62%|██████▏ | 12460/20000 [15:07:51<9:01:13, 4.31s/it] 62%|██████▏ | 12461/20000 [15:07:58<10:10:53, 4.86s/it] 62%|██████▏ | 12462/20000 [15:08:03<10:31:17, 5.02s/it] 62%|██████▏ | 12463/20000 [15:08:08<10:29:31, 5.01s/it] 62%|██████▏ | 12464/20000 [15:08:13<10:19:17, 4.93s/it] 62%|██████▏ | 12465/20000 [15:08:17<10:02:26, 4.80s/it] 62%|██████▏ | 12466/20000 [15:08:21<9:41:48, 4.63s/it] 62%|██████▏ | 12467/20000 [15:08:26<9:20:43, 4.47s/it] 62%|██████▏ | 12468/20000 [15:08:30<9:03:51, 4.33s/it] 62%|██████▏ | 12469/20000 [15:08:33<8:45:00, 4.18s/it] 62%|██████▏ | 12470/20000 [15:08:37<8:24:03, 4.02s/it] 62%|██████▏ | 12471/20000 [15:08:41<8:05:08, 3.87s/it] 62%|██████▏ | 12472/20000 [15:08:44<7:45:58, 3.71s/it] 62%|██████▏ | 12473/20000 [15:08:47<7:29:52, 3.59s/it] 62%|██████▏ | 12474/20000 [15:08:50<7:09:27, 3.42s/it] 62%|██████▏ | 12475/20000 [15:08:53<6:49:25, 3.26s/it] 62%|██████▏ | 12476/20000 [15:08:56<6:29:16, 3.10s/it] 62%|██████▏ | 12477/20000 [15:08:58<6:02:38, 2.89s/it] 62%|██████▏ | 12478/20000 [15:09:00<5:19:15, 2.55s/it] 62%|██████▏ | 12479/20000 [15:09:05<6:50:33, 3.28s/it] 62%|██████▏ | 12480/20000 [15:09:08<6:26:46, 3.09s/it] 62%|██████▏ | 12481/20000 [15:09:17<10:25:59, 5.00s/it] 62%|██████▏ | 12482/20000 [15:09:23<10:59:22, 5.26s/it] 62%|██████▏ | 12483/20000 [15:09:28<11:00:10, 5.27s/it] 62%|██████▏ | 12484/20000 [15:09:33<10:47:20, 5.17s/it] 62%|██████▏ | 12485/20000 [15:09:38<10:26:39, 5.00s/it] 62%|██████▏ | 12486/20000 [15:09:42<10:05:44, 4.84s/it] 62%|██████▏ | 12487/20000 [15:09:46<9:38:58, 4.62s/it] 62%|██████▏ | 12488/20000 [15:09:50<9:15:53, 4.44s/it] 62%|██████▏ | 12489/20000 [15:09:54<8:56:41, 4.29s/it] 62%|██████▏ | 12490/20000 [15:09:58<8:36:44, 4.13s/it] 62%|██████▏ | 12491/20000 [15:10:02<8:18:29, 3.98s/it] 62%|██████▏ | 12492/20000 [15:10:05<7:58:28, 3.82s/it] 62%|██████▏ | 12493/20000 [15:10:09<7:40:47, 3.68s/it] 62%|██████▏ | 12494/20000 [15:10:12<7:25:05, 3.56s/it] 62%|██████▏ | 12495/20000 [15:10:15<7:04:19, 3.39s/it] 62%|██████▏ | 12496/20000 [15:10:18<6:45:50, 3.24s/it] 62%|██████▏ | 12497/20000 [15:10:20<6:24:10, 3.07s/it] 62%|██████▏ | 12498/20000 [15:10:23<6:00:40, 2.88s/it] 62%|██████▏ | 12499/20000 [15:10:25<5:21:36, 2.57s/it] 62%|██████▎ | 12500/20000 [15:10:34<9:17:01, 4.46s/it] 62%|██████▎ | 12500/20000 [15:10:34<9:17:01, 4.46s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.08911967277526855, 'eval_wer': 0.07722640673460346, 'eval_runtime': 61.1855, 'eval_samples_per_second': 30.35, 'eval_steps_per_second': 1.275, 'epoch': 153.85} {'loss': 0.0061, 'learning_rate': 0.00019235897435897437, 'epoch': 160.26} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:25, 3.00it/s][A 4%|▍ | 3/78 [00:01<00:34, 2.19it/s][A 5%|▌ | 4/78 [00:01<00:38, 1.93it/s][A 6%|▋ | 5/78 [00:02<00:42, 1.71it/s][A 8%|▊ | 6/78 [00:03<00:48, 1.50it/s][A 9%|▉ | 7/78 [00:04<00:53, 1.33it/s][A 10%|█ | 8/78 [00:05<00:57, 1.22it/s][A 12%|█▏ | 9/78 [00:06<00:58, 1.18it/s][A 13%|█▎ | 10/78 [00:07<00:57, 1.19it/s][A 14%|█▍ | 11/78 [00:07<00:54, 1.23it/s][A 15%|█▌ | 12/78 [00:08<00:51, 1.27it/s][A 17%|█▋ | 13/78 [00:09<00:48, 1.35it/s][A 18%|█▊ | 14/78 [00:10<00:49, 1.31it/s][A 19%|█▉ | 15/78 [00:10<00:50, 1.25it/s][A 21%|██ | 16/78 [00:11<00:51, 1.20it/s][A 22%|██▏ | 17/78 [00:12<00:51, 1.19it/s][A 23%|██▎ | 18/78 [00:13<00:54, 1.11it/s][A 24%|██▍ | 19/78 [00:14<00:52, 1.13it/s][A 26%|██▌ | 20/78 [00:15<00:47, 1.23it/s][A 27%|██▋ | 21/78 [00:16<00:47, 1.19it/s][A 28%|██▊ | 22/78 [00:16<00:44, 1.26it/s][A 29%|██▉ | 23/78 [00:17<00:42, 1.31it/s][A 31%|███ | 24/78 [00:18<00:41, 1.29it/s][A 32%|███▏ | 25/78 [00:18<00:39, 1.34it/s][A 33%|███▎ | 26/78 [00:19<00:37, 1.38it/s][A 35%|███▍ | 27/78 [00:20<00:36, 1.39it/s][A 36%|███▌ | 28/78 [00:21<00:37, 1.35it/s][A 37%|███▋ | 29/78 [00:21<00:34, 1.41it/s][A 38%|███▊ | 30/78 [00:22<00:36, 1.32it/s][A 40%|███▉ | 31/78 [00:23<00:34, 1.37it/s][A 41%|████ | 32/78 [00:24<00:33, 1.37it/s][A 42%|████▏ | 33/78 [00:24<00:32, 1.40it/s][A 44%|████▎ | 34/78 [00:25<00:30, 1.44it/s][A 45%|████▍ | 35/78 [00:26<00:29, 1.46it/s][A 46%|████▌ | 36/78 [00:26<00:28, 1.48it/s][A 47%|████▋ | 37/78 [00:27<00:29, 1.41it/s][A 49%|████▊ | 38/78 [00:28<00:29, 1.37it/s][A 50%|█████ | 39/78 [00:29<00:31, 1.22it/s][A 51%|█████▏ | 40/78 [00:30<00:31, 1.19it/s][A 53%|█████▎ | 41/78 [00:31<00:34, 1.08it/s][A 54%|█████▍ | 42/78 [00:32<00:32, 1.12it/s][A 55%|█████▌ | 43/78 [00:33<00:31, 1.12it/s][A 56%|█████▋ | 44/78 [00:33<00:30, 1.12it/s][A 58%|█████▊ | 45/78 [00:34<00:28, 1.16it/s][A 59%|█████▉ | 46/78 [00:35<00:31, 1.00it/s][A 60%|██████ | 47/78 [00:36<00:28, 1.11it/s][A 62%|██████▏ | 48/78 [00:37<00:25, 1.18it/s][A 63%|██████▎ | 49/78 [00:38<00:22, 1.29it/s][A 64%|██████▍ | 50/78 [00:38<00:21, 1.31it/s][A 65%|██████▌ | 51/78 [00:39<00:19, 1.40it/s][A 67%|██████▋ | 52/78 [00:40<00:18, 1.43it/s][A 68%|██████▊ | 53/78 [00:40<00:17, 1.44it/s][A 69%|██████▉ | 54/78 [00:41<00:17, 1.36it/s][A 71%|███████ | 55/78 [00:42<00:17, 1.32it/s][A 72%|███████▏ | 56/78 [00:43<00:16, 1.30it/s][A 73%|███████▎ | 57/78 [00:44<00:19, 1.10it/s][A 74%|███████▍ | 58/78 [00:45<00:18, 1.10it/s][A 76%|███████▌ | 59/78 [00:46<00:17, 1.08it/s][A 77%|███████▋ | 60/78 [00:47<00:15, 1.14it/s][A 78%|███████▊ | 61/78 [00:47<00:14, 1.17it/s][A 79%|███████▉ | 62/78 [00:48<00:13, 1.18it/s][A 81%|████████ | 63/78 [00:49<00:12, 1.20it/s][A 82%|████████▏ | 64/78 [00:50<00:11, 1.20it/s][A 83%|████████▎ | 65/78 [00:51<00:10, 1.20it/s][A 85%|████████▍ | 66/78 [00:51<00:09, 1.24it/s][A 86%|████████▌ | 67/78 [00:52<00:09, 1.22it/s][A 87%|████████▋ | 68/78 [00:53<00:08, 1.24it/s][A 88%|████████▊ | 69/78 [00:54<00:07, 1.26it/s][A 90%|████████▉ | 70/78 [00:55<00:06, 1.20it/s][A 91%|█████████ | 71/78 [00:55<00:05, 1.26it/s][A 92%|█████████▏| 72/78 [00:56<00:04, 1.27it/s][A 94%|█████████▎| 73/78 [00:57<00:04, 1.25it/s][A 95%|█████████▍| 74/78 [00:58<00:03, 1.24it/s][A 96%|█████████▌| 75/78 [00:59<00:02, 1.25it/s][A 97%|█████████▋| 76/78 [00:59<00:01, 1.24it/s][A 99%|█████████▊| 77/78 [01:00<00:00, 1.30it/s][A 100%|██████████| 78/78 [01:00<00:00, 1.62it/s][A [A 62%|██████▎ | 12500/20000 [15:11:37<9:17:01, 4.46s/it] 100%|██████████| 78/78 [01:02<00:00, 1.62it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-12500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-12500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-12500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-12500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-12000] due to args.save_total_limit 63%|██████▎ | 12501/20000 [15:11:54<57:06:13, 27.41s/it] 63%|██████▎ | 12502/20000 [15:12:00<43:21:23, 20.82s/it] 63%|██████▎ | 12503/20000 [15:12:05<33:25:22, 16.05s/it] 63%|██████▎ | 12504/20000 [15:12:10<26:19:20, 12.64s/it] 63%|██████▎ | 12505/20000 [15:12:14<21:10:33, 10.17s/it] 63%|██████▎ | 12506/20000 [15:12:18<17:26:36, 8.38s/it] 63%|██████▎ | 12507/20000 [15:12:22<14:43:47, 7.08s/it] 63%|██████▎ | 12508/20000 [15:12:26<12:44:23, 6.12s/it] 63%|██████▎ | 12509/20000 [15:12:30<11:15:50, 5.41s/it] 63%|██████▎ | 12510/20000 [15:12:33<10:09:08, 4.88s/it] 63%|██████▎ | 12511/20000 [15:12:37<9:14:49, 4.45s/it] 63%|██████▎ | 12512/20000 [15:12:40<8:31:36, 4.10s/it] 63%|██████▎ | 12513/20000 [15:12:43<7:58:27, 3.83s/it] 63%|██████▎ | 12514/20000 [15:12:46<7:27:32, 3.59s/it] 63%|██████▎ | 12515/20000 [15:12:49<7:02:15, 3.38s/it] 63%|██████▎ | 12516/20000 [15:12:52<6:36:32, 3.18s/it] 63%|██████▎ | 12517/20000 [15:12:54<6:09:03, 2.96s/it] 63%|██████▎ | 12518/20000 [15:12:56<5:27:54, 2.63s/it] 63%|██████▎ | 12519/20000 [15:13:05<9:04:05, 4.36s/it] 63%|██████▎ | 12520/20000 [15:13:11<10:11:36, 4.91s/it] 63%|██████▎ | 12521/20000 [15:13:16<10:31:15, 5.06s/it] 63%|██████▎ | 12522/20000 [15:13:21<10:27:21, 5.03s/it] 63%|██████▎ | 12523/20000 [15:13:26<10:13:03, 4.92s/it] 63%|██████▎ | 12524/20000 [15:13:30<9:55:41, 4.78s/it] 63%|██████▎ | 12525/20000 [15:13:35<9:34:41, 4.61s/it] 63%|██████▎ | 12526/20000 [15:13:39<9:14:36, 4.45s/it] 63%|██████▎ | 12527/20000 [15:13:43<9:00:35, 4.34s/it] 63%|██████▎ | 12528/20000 [15:13:47<8:38:43, 4.17s/it] 63%|██████▎ | 12529/20000 [15:13:50<8:14:38, 3.97s/it] 63%|██████▎ | 12530/20000 [15:13:53<7:50:48, 3.78s/it] 63%|██████▎ | 12531/20000 [15:13:57<7:29:19, 3.61s/it] 63%|██████▎ | 12532/20000 [15:14:00<7:09:54, 3.45s/it] 63%|██████▎ | 12533/20000 [15:14:03<6:47:49, 3.28s/it] 63%|██████▎ | 12534/20000 [15:14:05<6:27:25, 3.11s/it] 63%|██████▎ | 12535/20000 [15:14:08<6:05:28, 2.94s/it] 63%|██████▎ | 12536/20000 [15:14:10<5:40:02, 2.73s/it] 63%|██████▎ | 12537/20000 [15:14:12<4:58:55, 2.40s/it] 63%|██████▎ | 12538/20000 [15:14:20<8:22:58, 4.04s/it] 63%|██████▎ | 12539/20000 [15:14:26<9:34:22, 4.62s/it] 63%|██████▎ | 12540/20000 [15:14:31<9:58:33, 4.81s/it] 63%|██████▎ | 12541/20000 [15:14:36<9:59:43, 4.82s/it] 63%|██████▎ | 12542/20000 [15:14:40<9:48:37, 4.74s/it] 63%|██████▎ | 12543/20000 [15:14:45<9:34:00, 4.62s/it] 63%|██████▎ | 12544/20000 [15:14:49<9:14:37, 4.46s/it] 63%|██████▎ | 12545/20000 [15:14:53<8:54:24, 4.30s/it] 63%|██████▎ | 12546/20000 [15:14:56<8:38:41, 4.18s/it] 63%|██████▎ | 12547/20000 [15:15:00<8:22:24, 4.04s/it] 63%|██████▎ | 12548/20000 [15:15:04<8:05:17, 3.91s/it] 63%|██████▎ | 12549/20000 [15:15:07<7:48:50, 3.78s/it] 63%|██████▎ | 12550/20000 [15:15:11<7:31:52, 3.64s/it] 63%|██████▎ | 12551/20000 [15:15:14<7:12:50, 3.49s/it] 63%|██████▎ | 12552/20000 [15:15:17<6:54:20, 3.34s/it] 63%|██████▎ | 12553/20000 [15:15:19<6:34:09, 3.18s/it] 63%|██████▎ | 12554/20000 [15:15:22<6:13:14, 3.01s/it] 63%|██████▎ | 12555/20000 [15:15:24<5:48:22, 2.81s/it] 63%|██████▎ | 12556/20000 [15:15:26<5:09:21, 2.49s/it] 63%|██████▎ | 12557/20000 [15:15:32<7:08:24, 3.45s/it] 63%|██████▎ | 12558/20000 [15:15:35<6:52:19, 3.32s/it] 63%|██████▎ | 12559/20000 [15:15:45<10:46:57, 5.22s/it] 63%|██████▎ | 12560/20000 [15:15:51<11:21:32, 5.50s/it] 63%|██████▎ | 12561/20000 [15:15:56<11:20:03, 5.49s/it] 63%|██████▎ | 12562/20000 [15:16:01<11:01:36, 5.34s/it] 63%|██████▎ | 12563/20000 [15:16:06<10:37:36, 5.14s/it] 63%|██████▎ | 12564/20000 [15:16:10<10:11:50, 4.94s/it] 63%|██████▎ | 12565/20000 [15:16:14<9:43:27, 4.71s/it] 63%|██████▎ | 12566/20000 [15:16:19<9:17:47, 4.50s/it] 63%|██████▎ | 12567/20000 [15:16:22<8:55:08, 4.32s/it] 63%|██████▎ | 12568/20000 [15:16:26<8:34:30, 4.15s/it] 63%|██████▎ | 12569/20000 [15:16:30<8:11:41, 3.97s/it] 63%|██████▎ | 12570/20000 [15:16:33<7:50:58, 3.80s/it] 63%|██████▎ | 12571/20000 [15:16:36<7:32:11, 3.65s/it] 63%|██████▎ | 12572/20000 [15:16:40<7:13:08, 3.50s/it] 63%|██████▎ | 12573/20000 [15:16:42<6:52:19, 3.33s/it] 63%|██████▎ | 12574/20000 [15:16:45<6:32:33, 3.17s/it] 63%|██████▎ | 12575/20000 [15:16:48<6:09:53, 2.99s/it] 63%|██████▎ | 12576/20000 [15:16:50<5:44:52, 2.79s/it] 63%|██████▎ | 12577/20000 [15:16:52<5:04:10, 2.46s/it] 63%|██████▎ | 12578/20000 [15:17:01<8:54:21, 4.32s/it] 63%|██████▎ | 12579/20000 [15:17:06<9:54:09, 4.80s/it] 63%|██████▎ | 12580/20000 [15:17:12<10:10:24, 4.94s/it] 63%|██████▎ | 12581/20000 [15:17:17<10:07:45, 4.92s/it] 63%|██████▎ | 12582/20000 [15:17:21<9:55:09, 4.81s/it] 63%|██████▎ | 12583/20000 [15:17:26<9:38:34, 4.68s/it] 63%|██████▎ | 12584/20000 [15:17:30<9:17:18, 4.51s/it] 63%|██████▎ | 12585/20000 [15:17:34<8:57:32, 4.35s/it] 63%|██████▎ | 12586/20000 [15:17:37<8:38:52, 4.20s/it] 63%|██████▎ | 12587/20000 [15:17:41<8:19:25, 4.04s/it] 63%|██████▎ | 12588/20000 [15:17:45<8:00:52, 3.89s/it] 63%|██████▎ | 12589/20000 [15:17:48<7:43:07, 3.75s/it] 63%|██████▎ | 12590/20000 [15:17:51<7:26:24, 3.61s/it] 63%|██████▎ | 12591/20000 [15:17:55<7:11:33, 3.49s/it] 63%|██████▎ | 12592/20000 [15:17:58<6:53:28, 3.35s/it] 63%|██████▎ | 12593/20000 [15:18:00<6:34:55, 3.20s/it] 63%|██████▎ | 12594/20000 [15:18:03<6:14:53, 3.04s/it] 63%|██████▎ | 12595/20000 [15:18:06<5:52:16, 2.85s/it] 63%|██████▎ | 12596/20000 [15:18:07<5:14:02, 2.54s/it] 63%|██████▎ | 12597/20000 [15:18:16<8:49:27, 4.29s/it] 63%|██████▎ | 12598/20000 [15:18:22<9:53:41, 4.81s/it] 63%|██████▎ | 12599/20000 [15:18:27<10:12:54, 4.97s/it] 63%|██████▎ | 12600/20000 [15:18:32<10:09:25, 4.94s/it] 63%|██████▎ | 12601/20000 [15:18:37<9:57:37, 4.85s/it] 63%|██████▎ | 12602/20000 [15:18:41<9:42:55, 4.73s/it] 63%|██████▎ | 12603/20000 [15:18:45<9:24:16, 4.58s/it] 63%|██████▎ | 12604/20000 [15:18:49<9:03:39, 4.41s/it] 63%|██████▎ | 12605/20000 [15:18:53<8:46:57, 4.28s/it] 63%|██████▎ | 12606/20000 [15:18:57<8:27:25, 4.12s/it] 63%|██████▎ | 12607/20000 [15:19:01<8:09:29, 3.97s/it] 63%|██████▎ | 12608/20000 [15:19:04<7:51:19, 3.83s/it] 63%|██████▎ | 12609/20000 [15:19:07<7:32:41, 3.67s/it] 63%|██████▎ | 12610/20000 [15:19:11<7:15:05, 3.53s/it] 63%|██████▎ | 12611/20000 [15:19:14<6:55:24, 3.37s/it] 63%|██████▎ | 12612/20000 [15:19:16<6:35:31, 3.21s/it] 63%|██████▎ | 12613/20000 [15:19:19<6:13:59, 3.04s/it] 63%|██████▎ | 12614/20000 [15:19:21<5:46:06, 2.81s/it] 63%|██████▎ | 12615/20000 [15:19:23<5:03:49, 2.47s/it] 63%|██████▎ | 12616/20000 [15:19:31<8:20:43, 4.07s/it] 63%|██████▎ | 12617/20000 [15:19:37<9:27:15, 4.61s/it] 63%|██████▎ | 12618/20000 [15:19:42<9:50:37, 4.80s/it] 63%|██████▎ | 12619/20000 [15:19:47<9:54:24, 4.83s/it] 63%|██████▎ | 12620/20000 [15:19:52<9:48:15, 4.78s/it] 63%|██████▎ | 12621/20000 [15:19:56<9:36:46, 4.69s/it] 63%|██████▎ | 12622/20000 [15:20:00<9:17:57, 4.54s/it] 63%|██████▎ | 12623/20000 [15:20:04<8:58:50, 4.38s/it] 63%|██████▎ | 12624/20000 [15:20:08<8:42:31, 4.25s/it] 63%|██████▎ | 12625/20000 [15:20:12<8:25:05, 4.11s/it] 63%|██████▎ | 12626/20000 [15:20:16<8:07:28, 3.97s/it] 63%|██████▎ | 12627/20000 [15:20:19<7:48:53, 3.82s/it] 63%|██████▎ | 12628/20000 [15:20:22<7:31:35, 3.68s/it] 63%|██████▎ | 12629/20000 [15:20:26<7:15:14, 3.54s/it] 63%|██████▎ | 12630/20000 [15:20:29<6:57:08, 3.40s/it] 63%|██████▎ | 12631/20000 [15:20:32<6:38:14, 3.24s/it] 63%|██████▎ | 12632/20000 [15:20:34<6:19:25, 3.09s/it] 63%|██████▎ | 12633/20000 [15:20:37<5:57:11, 2.91s/it] 63%|██████▎ | 12634/20000 [15:20:39<5:21:08, 2.62s/it] 63%|██████▎ | 12635/20000 [15:20:44<7:07:00, 3.48s/it] 63%|██████▎ | 12636/20000 [15:20:47<6:40:40, 3.26s/it] 63%|██████▎ | 12637/20000 [15:20:56<10:29:37, 5.13s/it] 63%|██████▎ | 12638/20000 [15:21:02<11:01:32, 5.39s/it] 63%|██████▎ | 12639/20000 [15:21:08<11:00:45, 5.39s/it] 63%|██████▎ | 12640/20000 [15:21:13<10:45:29, 5.26s/it] 63%|██████▎ | 12641/20000 [15:21:18<10:24:51, 5.09s/it] 63%|██████▎ | 12642/20000 [15:21:22<10:01:55, 4.91s/it] 63%|██████▎ | 12643/20000 [15:21:26<9:36:11, 4.70s/it] 63%|██████▎ | 12644/20000 [15:21:30<9:10:52, 4.49s/it] 63%|██████▎ | 12645/20000 [15:21:34<8:47:36, 4.30s/it] 63%|██████▎ | 12646/20000 [15:21:38<8:26:12, 4.13s/it] 63%|██████▎ | 12647/20000 [15:21:41<8:05:43, 3.96s/it] 63%|██████▎ | 12648/20000 [15:21:45<7:47:13, 3.81s/it] 63%|██████▎ | 12649/20000 [15:21:48<7:28:56, 3.66s/it] 63%|██████▎ | 12650/20000 [15:21:51<7:13:34, 3.54s/it] 63%|██████▎ | 12651/20000 [15:21:54<6:54:21, 3.38s/it] 63%|██████▎ | 12652/20000 [15:21:57<6:36:40, 3.24s/it] 63%|██████▎ | 12653/20000 [15:22:00<6:17:59, 3.09s/it] 63%|██████▎ | 12654/20000 [15:22:02<5:53:07, 2.88s/it] 63%|██████▎ | 12655/20000 [15:22:04<5:11:02, 2.54s/it] 63%|██████▎ | 12656/20000 [15:22:12<8:31:55, 4.18s/it] 63%|██████▎ | 12657/20000 [15:22:18<9:45:18, 4.78s/it] 63%|██████▎ | 12658/20000 [15:22:24<10:08:08, 4.97s/it] 63%|██████▎ | 12659/20000 [15:22:29<10:08:18, 4.97s/it] 63%|██████▎ | 12660/20000 [15:22:33<9:58:15, 4.89s/it] 63%|██████▎ | 12661/20000 [15:22:38<9:45:03, 4.78s/it] 63%|██████▎ | 12662/20000 [15:22:42<9:28:59, 4.65s/it] 63%|██████▎ | 12663/20000 [15:22:46<9:08:38, 4.49s/it] 63%|██████▎ | 12664/20000 [15:22:50<8:47:40, 4.32s/it] 63%|██████▎ | 12665/20000 [15:22:54<8:29:16, 4.17s/it] 63%|██████▎ | 12666/20000 [15:22:58<8:10:30, 4.01s/it] 63%|██████▎ | 12667/20000 [15:23:01<7:52:28, 3.87s/it] 63%|██████▎ | 12668/20000 [15:23:05<7:33:38, 3.71s/it] 63%|██████▎ | 12669/20000 [15:23:08<7:20:25, 3.60s/it] 63%|██████▎ | 12670/20000 [15:23:11<7:01:55, 3.45s/it] 63%|██████▎ | 12671/20000 [15:23:14<6:41:29, 3.29s/it] 63%|██████▎ | 12672/20000 [15:23:17<6:22:18, 3.13s/it] 63%|██████▎ | 12673/20000 [15:23:19<5:54:25, 2.90s/it] 63%|██████▎ | 12674/20000 [15:23:21<5:13:47, 2.57s/it] 63%|██████▎ | 12675/20000 [15:23:29<8:45:11, 4.30s/it] 63%|██████▎ | 12676/20000 [15:23:35<9:40:07, 4.75s/it] 63%|██████▎ | 12677/20000 [15:23:40<9:53:11, 4.86s/it] 63%|██████▎ | 12678/20000 [15:23:45<9:49:50, 4.83s/it] 63%|██████▎ | 12679/20000 [15:23:50<9:40:36, 4.76s/it] 63%|██████▎ | 12680/20000 [15:23:54<9:24:49, 4.63s/it] 63%|██████▎ | 12681/20000 [15:23:58<9:03:15, 4.45s/it] 63%|██████▎ | 12682/20000 [15:24:02<8:43:55, 4.30s/it] 63%|██████▎ | 12683/20000 [15:24:06<8:25:22, 4.14s/it] 63%|██████▎ | 12684/20000 [15:24:09<8:07:33, 4.00s/it] 63%|██████▎ | 12685/20000 [15:24:13<7:49:43, 3.85s/it] 63%|██████▎ | 12686/20000 [15:24:16<7:32:25, 3.71s/it] 63%|██████▎ | 12687/20000 [15:24:20<7:16:42, 3.58s/it] 63%|██████▎ | 12688/20000 [15:24:23<7:00:09, 3.45s/it] 63%|██████▎ | 12689/20000 [15:24:26<6:41:07, 3.29s/it] 63%|██████▎ | 12690/20000 [15:24:28<6:23:06, 3.14s/it] 63%|██████▎ | 12691/20000 [15:24:31<6:01:59, 2.97s/it] 63%|██████▎ | 12692/20000 [15:24:33<5:37:18, 2.77s/it] 63%|██████▎ | 12693/20000 [15:24:35<5:00:15, 2.47s/it] 63%|██████▎ | 12694/20000 [15:24:43<8:31:38, 4.20s/it] 63%|██████▎ | 12695/20000 [15:24:49<9:32:19, 4.70s/it] 63%|██████▎ | 12696/20000 [15:24:54<9:51:11, 4.86s/it] 63%|██████▎ | 12697/20000 [15:24:59<9:48:51, 4.84s/it] 63%|██████▎ | 12698/20000 [15:25:04<9:37:25, 4.74s/it] 63%|██████▎ | 12699/20000 [15:25:08<9:22:04, 4.62s/it] 64%|██████▎ | 12700/20000 [15:25:12<9:03:37, 4.47s/it] 64%|██████▎ | 12701/20000 [15:25:16<8:43:55, 4.31s/it] 64%|██████▎ | 12702/20000 [15:25:20<8:25:12, 4.15s/it] 64%|██████▎ | 12703/20000 [15:25:24<8:07:05, 4.01s/it] 64%|██████▎ | 12704/20000 [15:25:27<7:47:26, 3.84s/it] 64%|██████▎ | 12705/20000 [15:25:30<7:28:22, 3.69s/it] 64%|██████▎ | 12706/20000 [15:25:34<7:10:49, 3.54s/it] 64%|██████▎ | 12707/20000 [15:25:37<6:54:31, 3.41s/it] 64%|██████▎ | 12708/20000 [15:25:40<6:36:26, 3.26s/it] 64%|██████▎ | 12709/20000 [15:25:42<6:18:28, 3.11s/it] 64%|██████▎ | 12710/20000 [15:25:45<6:00:10, 2.96s/it] 64%|██████▎ | 12711/20000 [15:25:47<5:38:21, 2.79s/it] 64%|██████▎ | 12712/20000 [15:25:49<5:01:23, 2.48s/it] 64%|██████▎ | 12713/20000 [15:25:55<6:51:22, 3.39s/it] 64%|██████▎ | 12714/20000 [15:25:57<6:27:12, 3.19s/it] 64%|██████▎ | 12715/20000 [15:26:07<10:10:37, 5.03s/it] 64%|██████▎ | 12716/20000 [15:26:13<10:42:48, 5.29s/it] 64%|██████▎ | 12717/20000 [15:26:18<10:39:46, 5.27s/it] 64%|██████▎ | 12718/20000 [15:26:23<10:24:44, 5.15s/it] 64%|██████▎ | 12719/20000 [15:26:27<10:03:14, 4.97s/it] 64%|██████▎ | 12720/20000 [15:26:32<9:43:41, 4.81s/it] 64%|██████▎ | 12721/20000 [15:26:36<9:19:56, 4.62s/it] 64%|██████▎ | 12722/20000 [15:26:40<8:56:36, 4.42s/it] 64%|██████▎ | 12723/20000 [15:26:44<8:36:59, 4.26s/it] 64%|██████▎ | 12724/20000 [15:26:47<8:16:48, 4.10s/it] 64%|██████▎ | 12725/20000 [15:26:51<7:58:21, 3.95s/it] 64%|██████▎ | 12726/20000 [15:26:54<7:39:54, 3.79s/it] 64%|██████▎ | 12727/20000 [15:26:58<7:22:31, 3.65s/it] 64%|██████▎ | 12728/20000 [15:27:01<7:05:10, 3.51s/it] 64%|██████▎ | 12729/20000 [15:27:04<6:46:11, 3.35s/it] 64%|██████▎ | 12730/20000 [15:27:07<6:27:04, 3.19s/it] 64%|██████▎ | 12731/20000 [15:27:09<6:05:28, 3.02s/it] 64%|██████▎ | 12732/20000 [15:27:12<5:39:52, 2.81s/it] 64%|██████▎ | 12733/20000 [15:27:13<4:59:09, 2.47s/it] 64%|██████▎ | 12734/20000 [15:27:21<8:24:08, 4.16s/it] 64%|██████▎ | 12735/20000 [15:27:27<9:27:59, 4.69s/it] 64%|██████▎ | 12736/20000 [15:27:33<9:52:42, 4.90s/it] 64%|██████▎ | 12737/20000 [15:27:38<9:51:43, 4.89s/it] 64%|██████▎ | 12738/20000 [15:27:42<9:42:23, 4.81s/it] 64%|██████▎ | 12739/20000 [15:27:47<9:27:56, 4.69s/it] 64%|██████▎ | 12740/20000 [15:27:51<9:11:11, 4.56s/it] 64%|██████▎ | 12741/20000 [15:27:55<8:53:17, 4.41s/it] 64%|██████▎ | 12742/20000 [15:27:59<8:35:33, 4.26s/it] 64%|██████▎ | 12743/20000 [15:28:03<8:16:45, 4.11s/it] 64%|██████▎ | 12744/20000 [15:28:06<7:57:01, 3.94s/it] 64%|██████▎ | 12745/20000 [15:28:10<7:37:30, 3.78s/it] 64%|██████▎ | 12746/20000 [15:28:13<7:19:18, 3.63s/it] 64%|██████▎ | 12747/20000 [15:28:16<7:02:57, 3.50s/it] 64%|██████▎ | 12748/20000 [15:28:19<6:43:52, 3.34s/it] 64%|██████▎ | 12749/20000 [15:28:22<6:24:56, 3.19s/it] 64%|██████▍ | 12750/20000 [15:28:24<6:03:42, 3.01s/it] 64%|██████▍ | 12751/20000 [15:28:27<5:39:42, 2.81s/it] 64%|██████▍ | 12752/20000 [15:28:28<5:00:14, 2.49s/it] 64%|██████▍ | 12753/20000 [15:28:37<8:21:03, 4.15s/it] 64%|██████▍ | 12754/20000 [15:28:43<9:27:55, 4.70s/it] 64%|██████▍ | 12755/20000 [15:28:48<9:48:02, 4.87s/it] 64%|██████▍ | 12756/20000 [15:28:53<9:52:34, 4.91s/it] 64%|██████▍ | 12757/20000 [15:28:58<9:46:50, 4.86s/it] 64%|██████▍ | 12758/20000 [15:29:02<9:33:13, 4.75s/it] 64%|██████▍ | 12759/20000 [15:29:06<9:14:46, 4.60s/it] 64%|██████▍ | 12760/20000 [15:29:10<8:54:18, 4.43s/it] 64%|██████▍ | 12761/20000 [15:29:14<8:35:54, 4.28s/it] 64%|██████▍ | 12762/20000 [15:29:18<8:16:47, 4.12s/it] 64%|██████▍ | 12763/20000 [15:29:22<7:58:51, 3.97s/it] 64%|██████▍ | 12764/20000 [15:29:25<7:42:08, 3.83s/it] 64%|██████▍ | 12765/20000 [15:29:28<7:25:06, 3.69s/it] 64%|██████▍ | 12766/20000 [15:29:32<7:08:34, 3.55s/it] 64%|██████▍ | 12767/20000 [15:29:35<6:49:17, 3.40s/it] 64%|██████▍ | 12768/20000 [15:29:38<6:31:52, 3.25s/it] 64%|██████▍ | 12769/20000 [15:29:40<6:12:12, 3.09s/it] 64%|██████▍ | 12770/20000 [15:29:43<5:47:54, 2.89s/it] 64%|██████▍ | 12771/20000 [15:29:45<5:11:46, 2.59s/it] 64%|██████▍ | 12772/20000 [15:29:54<9:07:37, 4.55s/it] 64%|██████▍ | 12773/20000 [15:30:00<10:10:15, 5.07s/it] 64%|██████▍ | 12774/20000 [15:30:06<10:28:08, 5.22s/it] 64%|██████▍ | 12775/20000 [15:30:11<10:23:28, 5.18s/it] 64%|██████▍ | 12776/20000 [15:30:15<10:07:46, 5.05s/it] 64%|██████▍ | 12777/20000 [15:30:20<9:50:17, 4.90s/it] 64%|██████▍ | 12778/20000 [15:30:24<9:26:00, 4.70s/it] 64%|██████▍ | 12779/20000 [15:30:28<9:04:22, 4.52s/it] 64%|██████▍ | 12780/20000 [15:30:32<8:43:22, 4.35s/it] 64%|██████▍ | 12781/20000 [15:30:36<8:22:32, 4.18s/it] 64%|██████▍ | 12782/20000 [15:30:40<8:00:46, 4.00s/it] 64%|██████▍ | 12783/20000 [15:30:43<7:41:21, 3.84s/it] 64%|██████▍ | 12784/20000 [15:30:46<7:24:27, 3.70s/it] 64%|██████▍ | 12785/20000 [15:30:50<7:08:42, 3.57s/it] 64%|██████▍ | 12786/20000 [15:30:53<6:49:58, 3.41s/it] 64%|██████▍ | 12787/20000 [15:30:56<6:31:20, 3.26s/it] 64%|██████▍ | 12788/20000 [15:30:58<6:11:42, 3.09s/it] 64%|██████▍ | 12789/20000 [15:31:01<5:47:58, 2.90s/it] 64%|██████▍ | 12790/20000 [15:31:03<5:09:42, 2.58s/it] 64%|██████▍ | 12791/20000 [15:31:08<6:56:49, 3.47s/it] 64%|██████▍ | 12792/20000 [15:31:11<6:34:23, 3.28s/it] 64%|██████▍ | 12793/20000 [15:31:21<10:21:24, 5.17s/it] 64%|██████▍ | 12794/20000 [15:31:27<10:50:38, 5.42s/it] 64%|██████▍ | 12795/20000 [15:31:32<10:45:21, 5.37s/it] 64%|██████▍ | 12796/20000 [15:31:37<10:28:42, 5.24s/it] 64%|██████▍ | 12797/20000 [15:31:41<10:07:39, 5.06s/it] 64%|██████▍ | 12798/20000 [15:31:46<9:43:47, 4.86s/it] 64%|██████▍ | 12799/20000 [15:31:50<9:19:36, 4.66s/it] 64%|██████▍ | 12800/20000 [15:31:54<8:57:59, 4.48s/it] 64%|██████▍ | 12801/20000 [15:31:58<8:38:02, 4.32s/it] 64%|██████▍ | 12802/20000 [15:32:02<8:16:39, 4.14s/it] 64%|██████▍ | 12803/20000 [15:32:05<7:52:24, 3.94s/it] 64%|██████▍ | 12804/20000 [15:32:09<7:30:54, 3.76s/it] 64%|██████▍ | 12805/20000 [15:32:12<7:12:27, 3.61s/it] 64%|██████▍ | 12806/20000 [15:32:15<7:01:53, 3.52s/it] 64%|██████▍ | 12807/20000 [15:32:18<6:47:48, 3.40s/it] 64%|██████▍ | 12808/20000 [15:32:21<6:31:32, 3.27s/it] 64%|██████▍ | 12809/20000 [15:32:24<6:07:03, 3.06s/it] 64%|██████▍ | 12810/20000 [15:32:26<5:39:21, 2.83s/it] 64%|██████▍ | 12811/20000 [15:32:28<4:58:51, 2.49s/it] 64%|██████▍ | 12812/20000 [15:32:36<8:29:38, 4.25s/it] 64%|██████▍ | 12813/20000 [15:32:42<9:37:26, 4.82s/it] 64%|██████▍ | 12814/20000 [15:32:48<10:04:46, 5.05s/it] 64%|██████▍ | 12815/20000 [15:32:53<10:11:33, 5.11s/it] 64%|██████▍ | 12816/20000 [15:32:58<10:06:04, 5.06s/it] 64%|██████▍ | 12817/20000 [15:33:03<9:52:02, 4.95s/it] 64%|██████▍ | 12818/20000 [15:33:07<9:31:18, 4.77s/it] 64%|██████▍ | 12819/20000 [15:33:11<9:10:41, 4.60s/it] 64%|██████▍ | 12820/20000 [15:33:15<8:47:07, 4.40s/it] 64%|██████▍ | 12821/20000 [15:33:19<8:24:10, 4.21s/it] 64%|██████▍ | 12822/20000 [15:33:23<8:01:54, 4.03s/it] 64%|██████▍ | 12823/20000 [15:33:26<7:41:37, 3.86s/it] 64%|██████▍ | 12824/20000 [15:33:29<7:23:10, 3.71s/it] 64%|██████▍ | 12825/20000 [15:33:33<7:05:41, 3.56s/it] 64%|██████▍ | 12826/20000 [15:33:36<6:48:08, 3.41s/it] 64%|██████▍ | 12827/20000 [15:33:39<6:29:12, 3.26s/it] 64%|██████▍ | 12828/20000 [15:33:41<6:08:13, 3.08s/it] 64%|██████▍ | 12829/20000 [15:33:44<5:50:00, 2.93s/it] 64%|██████▍ | 12830/20000 [15:33:46<5:15:23, 2.64s/it] 64%|██████▍ | 12831/20000 [15:33:55<9:18:55, 4.68s/it] 64%|██████▍ | 12832/20000 [15:34:02<10:38:36, 5.35s/it] 64%|██████▍ | 12833/20000 [15:34:08<10:39:36, 5.35s/it] 64%|██████▍ | 12834/20000 [15:34:12<10:23:12, 5.22s/it] 64%|██████▍ | 12835/20000 [15:34:17<10:02:22, 5.04s/it] 64%|██████▍ | 12836/20000 [15:34:22<9:39:07, 4.85s/it] 64%|██████▍ | 12837/20000 [15:34:26<9:13:56, 4.64s/it] 64%|██████▍ | 12838/20000 [15:34:30<8:53:11, 4.47s/it] 64%|██████▍ | 12839/20000 [15:34:34<8:34:23, 4.31s/it] 64%|██████▍ | 12840/20000 [15:34:37<8:15:10, 4.15s/it] 64%|██████▍ | 12841/20000 [15:34:41<7:58:30, 4.01s/it] 64%|██████▍ | 12842/20000 [15:34:45<7:41:58, 3.87s/it] 64%|██████▍ | 12843/20000 [15:34:48<7:24:23, 3.73s/it] 64%|██████▍ | 12844/20000 [15:34:51<7:06:30, 3.58s/it] 64%|██████▍ | 12845/20000 [15:34:54<6:46:24, 3.41s/it] 64%|██████▍ | 12846/20000 [15:34:57<6:26:00, 3.24s/it] 64%|██████▍ | 12847/20000 [15:35:00<6:05:27, 3.07s/it] 64%|██████▍ | 12848/20000 [15:35:02<5:41:27, 2.86s/it] 64%|██████▍ | 12849/20000 [15:35:04<5:00:45, 2.52s/it] 64%|██████▍ | 12850/20000 [15:35:12<8:28:09, 4.26s/it] 64%|██████▍ | 12851/20000 [15:35:18<9:32:32, 4.81s/it] 64%|██████▍ | 12852/20000 [15:35:24<9:51:32, 4.97s/it] 64%|██████▍ | 12853/20000 [15:35:29<9:53:50, 4.99s/it] 64%|██████▍ | 12854/20000 [15:35:33<9:43:41, 4.90s/it] 64%|██████▍ | 12855/20000 [15:35:38<9:27:14, 4.76s/it] 64%|██████▍ | 12856/20000 [15:35:42<9:07:15, 4.60s/it] 64%|██████▍ | 12857/20000 [15:35:46<8:48:29, 4.44s/it] 64%|██████▍ | 12858/20000 [15:35:50<8:29:28, 4.28s/it] 64%|██████▍ | 12859/20000 [15:35:54<8:11:18, 4.13s/it] 64%|██████▍ | 12860/20000 [15:35:57<7:52:37, 3.97s/it] 64%|██████▍ | 12861/20000 [15:36:01<7:35:30, 3.83s/it] 64%|██████▍ | 12862/20000 [15:36:04<7:19:34, 3.69s/it] 64%|██████▍ | 12863/20000 [15:36:08<7:02:47, 3.55s/it] 64%|██████▍ | 12864/20000 [15:36:11<6:46:41, 3.42s/it] 64%|██████▍ | 12865/20000 [15:36:14<6:30:14, 3.28s/it] 64%|██████▍ | 12866/20000 [15:36:16<6:10:28, 3.12s/it] 64%|██████▍ | 12867/20000 [15:36:19<5:48:17, 2.93s/it] 64%|██████▍ | 12868/20000 [15:36:21<5:11:53, 2.62s/it] 64%|██████▍ | 12869/20000 [15:36:26<6:57:53, 3.52s/it] 64%|██████▍ | 12870/20000 [15:36:29<6:37:03, 3.34s/it] 64%|██████▍ | 12871/20000 [15:36:39<10:38:07, 5.37s/it] 64%|██████▍ | 12872/20000 [15:36:46<11:21:23, 5.74s/it] 64%|██████▍ | 12873/20000 [15:36:52<11:17:58, 5.71s/it] 64%|██████▍ | 12874/20000 [15:36:57<11:00:17, 5.56s/it] 64%|██████▍ | 12875/20000 [15:37:02<10:39:45, 5.39s/it] 64%|██████▍ | 12876/20000 [15:37:06<10:13:07, 5.16s/it] 64%|██████▍ | 12877/20000 [15:37:11<9:44:15, 4.92s/it] 64%|██████▍ | 12878/20000 [15:37:15<9:20:26, 4.72s/it] 64%|██████▍ | 12879/20000 [15:37:19<8:54:43, 4.51s/it] 64%|██████▍ | 12880/20000 [15:37:23<8:29:41, 4.30s/it] 64%|██████▍ | 12881/20000 [15:37:27<8:07:36, 4.11s/it] 64%|██████▍ | 12882/20000 [15:37:30<7:46:44, 3.93s/it] 64%|██████▍ | 12883/20000 [15:37:34<7:30:54, 3.80s/it] 64%|██████▍ | 12884/20000 [15:37:37<7:12:05, 3.64s/it] 64%|██████▍ | 12885/20000 [15:37:40<6:54:21, 3.49s/it] 64%|██████▍ | 12886/20000 [15:37:43<6:35:11, 3.33s/it] 64%|██████▍ | 12887/20000 [15:37:46<6:15:45, 3.17s/it] 64%|██████▍ | 12888/20000 [15:37:48<5:51:27, 2.97s/it] 64%|██████▍ | 12889/20000 [15:37:50<5:11:17, 2.63s/it] 64%|██████▍ | 12890/20000 [15:37:59<9:13:31, 4.67s/it] 64%|██████▍ | 12891/20000 [15:38:06<10:13:04, 5.17s/it] 64%|██████▍ | 12892/20000 [15:38:11<10:29:01, 5.31s/it] 64%|██████▍ | 12893/20000 [15:38:17<10:23:06, 5.26s/it] 64%|██████▍ | 12894/20000 [15:38:22<10:10:55, 5.16s/it] 64%|██████▍ | 12895/20000 [15:38:26<9:54:18, 5.02s/it] 64%|██████▍ | 12896/20000 [15:38:31<9:30:18, 4.82s/it] 64%|██████▍ | 12897/20000 [15:38:35<9:09:59, 4.65s/it] 64%|██████▍ | 12898/20000 [15:38:39<8:50:36, 4.48s/it] 64%|██████▍ | 12899/20000 [15:38:43<8:33:45, 4.34s/it] 64%|██████▍ | 12900/20000 [15:38:47<8:13:43, 4.17s/it] 65%|██████▍ | 12901/20000 [15:38:50<7:55:46, 4.02s/it] 65%|██████▍ | 12902/20000 [15:38:54<7:39:03, 3.88s/it] 65%|██████▍ | 12903/20000 [15:38:57<7:16:59, 3.69s/it] 65%|██████▍ | 12904/20000 [15:39:00<6:56:50, 3.52s/it] 65%|██████▍ | 12905/20000 [15:39:03<6:35:52, 3.35s/it] 65%|██████▍ | 12906/20000 [15:39:06<6:12:51, 3.15s/it] 65%|██████▍ | 12907/20000 [15:39:08<5:48:02, 2.94s/it] 65%|██████▍ | 12908/20000 [15:39:10<5:10:09, 2.62s/it] 65%|██████▍ | 12909/20000 [15:39:19<8:36:58, 4.37s/it] 65%|██████▍ | 12910/20000 [15:39:25<9:38:38, 4.90s/it] 65%|██████▍ | 12911/20000 [15:39:30<10:00:19, 5.08s/it] 65%|██████▍ | 12912/20000 [15:39:35<10:00:23, 5.08s/it] 65%|██████▍ | 12913/20000 [15:39:40<9:53:24, 5.02s/it] 65%|██████▍ | 12914/20000 [15:39:45<9:39:15, 4.90s/it] 65%|██████▍ | 12915/20000 [15:39:49<9:19:24, 4.74s/it] 65%|██████▍ | 12916/20000 [15:39:53<8:56:31, 4.54s/it] 65%|██████▍ | 12917/20000 [15:39:57<8:36:49, 4.38s/it] 65%|██████▍ | 12918/20000 [15:40:01<8:17:51, 4.22s/it] 65%|██████▍ | 12919/20000 [15:40:05<7:58:40, 4.06s/it] 65%|██████▍ | 12920/20000 [15:40:08<7:40:28, 3.90s/it] 65%|██████▍ | 12921/20000 [15:40:12<7:22:20, 3.75s/it] 65%|██████▍ | 12922/20000 [15:40:15<7:05:42, 3.61s/it] 65%|██████▍ | 12923/20000 [15:40:18<6:46:50, 3.45s/it] 65%|██████▍ | 12924/20000 [15:40:21<6:29:50, 3.31s/it] 65%|██████▍ | 12925/20000 [15:40:24<6:11:15, 3.15s/it] 65%|██████▍ | 12926/20000 [15:40:26<5:46:26, 2.94s/it] 65%|██████▍ | 12927/20000 [15:40:28<5:06:40, 2.60s/it] 65%|██████▍ | 12928/20000 [15:40:37<8:32:44, 4.35s/it] 65%|██████▍ | 12929/20000 [15:40:43<9:36:55, 4.90s/it] 65%|██████▍ | 12930/20000 [15:40:48<9:55:27, 5.05s/it] 65%|██████▍ | 12931/20000 [15:40:53<9:55:53, 5.06s/it] 65%|██████▍ | 12932/20000 [15:40:58<9:42:48, 4.95s/it] 65%|██████▍ | 12933/20000 [15:41:02<9:26:59, 4.81s/it] 65%|██████▍ | 12934/20000 [15:41:07<9:04:51, 4.63s/it] 65%|██████▍ | 12935/20000 [15:41:11<8:46:09, 4.47s/it] 65%|██████▍ | 12936/20000 [15:41:15<8:29:30, 4.33s/it] 65%|██████▍ | 12937/20000 [15:41:19<8:09:55, 4.16s/it] 65%|██████▍ | 12938/20000 [15:41:22<7:50:58, 4.00s/it] 65%|██████▍ | 12939/20000 [15:41:26<7:33:29, 3.85s/it] 65%|██████▍ | 12940/20000 [15:41:29<7:16:17, 3.71s/it] 65%|██████▍ | 12941/20000 [15:41:32<6:59:32, 3.57s/it] 65%|██████▍ | 12942/20000 [15:41:35<6:39:02, 3.39s/it] 65%|██████▍ | 12943/20000 [15:41:38<6:19:48, 3.23s/it] 65%|██████▍ | 12944/20000 [15:41:41<5:58:55, 3.05s/it] 65%|██████▍ | 12945/20000 [15:41:43<5:35:10, 2.85s/it] 65%|██████▍ | 12946/20000 [15:41:45<4:57:50, 2.53s/it] 65%|██████▍ | 12947/20000 [15:41:50<6:36:36, 3.37s/it] 65%|██████▍ | 12948/20000 [15:41:53<6:20:24, 3.24s/it] 65%|██████▍ | 12949/20000 [15:42:03<10:15:22, 5.24s/it] 65%|██████▍ | 12950/20000 [15:42:09<10:37:36, 5.43s/it] 65%|██████▍ | 12951/20000 [15:42:14<10:33:06, 5.39s/it] 65%|██████▍ | 12952/20000 [15:42:19<10:13:44, 5.22s/it] 65%|██████▍ | 12953/20000 [15:42:24<9:51:11, 5.03s/it] 65%|██████▍ | 12954/20000 [15:42:28<9:28:25, 4.84s/it] 65%|██████▍ | 12955/20000 [15:42:32<9:01:45, 4.61s/it] 65%|██████▍ | 12956/20000 [15:42:36<8:38:12, 4.41s/it] 65%|██████▍ | 12957/20000 [15:42:40<8:16:58, 4.23s/it] 65%|██████▍ | 12958/20000 [15:42:44<7:57:42, 4.07s/it] 65%|██████▍ | 12959/20000 [15:42:47<7:36:01, 3.89s/it] 65%|██████▍ | 12960/20000 [15:42:50<7:16:31, 3.72s/it] 65%|██████▍ | 12961/20000 [15:42:54<6:58:52, 3.57s/it] 65%|██████▍ | 12962/20000 [15:42:57<6:43:51, 3.44s/it] 65%|██████▍ | 12963/20000 [15:43:00<6:25:27, 3.29s/it] 65%|██████▍ | 12964/20000 [15:43:02<6:07:53, 3.14s/it] 65%|██████▍ | 12965/20000 [15:43:05<5:48:54, 2.98s/it] 65%|██████▍ | 12966/20000 [15:43:07<5:26:23, 2.78s/it] 65%|██████▍ | 12967/20000 [15:43:09<4:49:46, 2.47s/it] 65%|██████▍ | 12968/20000 [15:43:18<8:16:34, 4.24s/it] 65%|██████▍ | 12969/20000 [15:43:23<9:14:13, 4.73s/it] 65%|██████▍ | 12970/20000 [15:43:29<9:36:23, 4.92s/it] 65%|██████▍ | 12971/20000 [15:43:34<9:34:08, 4.90s/it] 65%|██████▍ | 12972/20000 [15:43:38<9:24:05, 4.82s/it] 65%|██████▍ | 12973/20000 [15:43:43<9:09:38, 4.69s/it] 65%|██████▍ | 12974/20000 [15:43:47<8:48:50, 4.52s/it] 65%|██████▍ | 12975/20000 [15:43:51<8:30:18, 4.36s/it] 65%|██████▍ | 12976/20000 [15:43:55<8:12:04, 4.20s/it] 65%|██████▍ | 12977/20000 [15:43:58<7:54:28, 4.05s/it] 65%|██████▍ | 12978/20000 [15:44:02<7:36:18, 3.90s/it] 65%|██████▍ | 12979/20000 [15:44:05<7:19:08, 3.75s/it] 65%|██████▍ | 12980/20000 [15:44:08<7:01:58, 3.61s/it] 65%|██████▍ | 12981/20000 [15:44:12<6:46:32, 3.48s/it] 65%|██████▍ | 12982/20000 [15:44:15<6:28:30, 3.32s/it] 65%|██████▍ | 12983/20000 [15:44:17<6:09:50, 3.16s/it] 65%|██████▍ | 12984/20000 [15:44:20<5:50:14, 3.00s/it] 65%|██████▍ | 12985/20000 [15:44:22<5:26:21, 2.79s/it] 65%|██████▍ | 12986/20000 [15:44:24<4:48:00, 2.46s/it] 65%|██████▍ | 12987/20000 [15:44:32<8:05:18, 4.15s/it] 65%|██████▍ | 12988/20000 [15:44:38<9:09:41, 4.70s/it] 65%|██████▍ | 12989/20000 [15:44:43<9:29:31, 4.87s/it] 65%|██████▍ | 12990/20000 [15:44:48<9:30:16, 4.88s/it] 65%|██████▍ | 12991/20000 [15:44:53<9:23:25, 4.82s/it] 65%|██████▍ | 12992/20000 [15:44:57<9:10:49, 4.72s/it] 65%|██████▍ | 12993/20000 [15:45:02<8:53:34, 4.57s/it] 65%|██████▍ | 12994/20000 [15:45:06<8:39:06, 4.45s/it] 65%|██████▍ | 12995/20000 [15:45:10<8:28:17, 4.35s/it] 65%|██████▍ | 12996/20000 [15:45:14<8:11:17, 4.21s/it] 65%|██████▍ | 12997/20000 [15:45:18<7:53:02, 4.05s/it] 65%|██████▍ | 12998/20000 [15:45:21<7:36:39, 3.91s/it] 65%|██████▍ | 12999/20000 [15:45:25<7:20:06, 3.77s/it] 65%|██████▌ | 13000/20000 [15:45:28<7:05:34, 3.65s/it] 65%|██████▌ | 13000/20000 [15:45:28<7:05:34, 3.65s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09709189832210541, 'eval_wer': 0.07735932653965441, 'eval_runtime': 63.0238, 'eval_samples_per_second': 29.465, 'eval_steps_per_second': 1.238, 'epoch': 160.26} {'loss': 0.0049, 'learning_rate': 0.00017953846153846153, 'epoch': 166.67} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:26, 2.90it/s][A 4%|▍ | 3/78 [00:01<00:35, 2.10it/s][A 5%|▌ | 4/78 [00:01<00:40, 1.85it/s][A 6%|▋ | 5/78 [00:02<00:44, 1.64it/s][A 8%|▊ | 6/78 [00:03<00:50, 1.41it/s][A 9%|▉ | 7/78 [00:04<00:56, 1.25it/s][A 10%|█ | 8/78 [00:05<01:00, 1.15it/s][A 12%|█▏ | 9/78 [00:06<01:02, 1.11it/s][A 13%|█▎ | 10/78 [00:07<01:00, 1.13it/s][A 14%|█▍ | 11/78 [00:08<00:57, 1.17it/s][A 15%|█▌ | 12/78 [00:09<00:54, 1.22it/s][A 17%|█▋ | 13/78 [00:09<00:50, 1.29it/s][A 18%|█▊ | 14/78 [00:10<00:51, 1.24it/s][A 19%|█▉ | 15/78 [00:11<00:52, 1.19it/s][A 21%|██ | 16/78 [00:12<00:54, 1.14it/s][A 22%|██▏ | 17/78 [00:13<00:53, 1.14it/s][A 23%|██▎ | 18/78 [00:14<00:57, 1.05it/s][A 24%|██▍ | 19/78 [00:15<00:54, 1.07it/s][A 26%|██▌ | 20/78 [00:16<00:49, 1.16it/s][A 27%|██▋ | 21/78 [00:16<00:50, 1.13it/s][A 28%|██▊ | 22/78 [00:17<00:46, 1.20it/s][A 29%|██▉ | 23/78 [00:18<00:43, 1.27it/s][A 31%|███ | 24/78 [00:19<00:42, 1.28it/s][A 32%|███▏ | 25/78 [00:19<00:39, 1.35it/s][A 33%|███▎ | 26/78 [00:20<00:37, 1.40it/s][A 35%|███▍ | 27/78 [00:21<00:35, 1.43it/s][A 36%|███▌ | 28/78 [00:21<00:36, 1.39it/s][A 37%|███▋ | 29/78 [00:22<00:33, 1.47it/s][A 38%|███▊ | 30/78 [00:23<00:35, 1.37it/s][A 40%|███▉ | 31/78 [00:23<00:32, 1.43it/s][A 41%|████ | 32/78 [00:24<00:31, 1.45it/s][A 42%|████▏ | 33/78 [00:25<00:30, 1.48it/s][A 44%|████▎ | 34/78 [00:25<00:28, 1.52it/s][A 45%|████▍ | 35/78 [00:26<00:27, 1.56it/s][A 46%|████▌ | 36/78 [00:27<00:26, 1.57it/s][A 47%|████▋ | 37/78 [00:27<00:27, 1.49it/s][A 49%|████▊ | 38/78 [00:28<00:27, 1.44it/s][A 50%|█████ | 39/78 [00:29<00:30, 1.28it/s][A 51%|█████▏ | 40/78 [00:30<00:30, 1.25it/s][A 53%|█████▎ | 41/78 [00:31<00:32, 1.14it/s][A 54%|█████▍ | 42/78 [00:32<00:30, 1.18it/s][A 55%|█████▌ | 43/78 [00:33<00:30, 1.17it/s][A 56%|█████▋ | 44/78 [00:33<00:29, 1.17it/s][A 58%|█████▊ | 45/78 [00:34<00:27, 1.21it/s][A 59%|█████▉ | 46/78 [00:35<00:30, 1.05it/s][A 60%|██████ | 47/78 [00:36<00:26, 1.16it/s][A 62%|██████▏ | 48/78 [00:37<00:24, 1.24it/s][A 63%|██████▎ | 49/78 [00:37<00:21, 1.35it/s][A 64%|██████▍ | 50/78 [00:38<00:20, 1.38it/s][A 65%|██████▌ | 51/78 [00:39<00:18, 1.46it/s][A 67%|██████▋ | 52/78 [00:39<00:17, 1.49it/s][A 68%|██████▊ | 53/78 [00:40<00:16, 1.49it/s][A 69%|██████▉ | 54/78 [00:41<00:16, 1.41it/s][A 71%|███████ | 55/78 [00:42<00:16, 1.37it/s][A 72%|███████▏ | 56/78 [00:42<00:16, 1.36it/s][A 73%|███████▎ | 57/78 [00:44<00:18, 1.14it/s][A 74%|███████▍ | 58/78 [00:44<00:17, 1.15it/s][A 76%|███████▌ | 59/78 [00:45<00:16, 1.13it/s][A 77%|███████▋ | 60/78 [00:46<00:15, 1.19it/s][A 78%|███████▊ | 61/78 [00:47<00:14, 1.21it/s][A 79%|███████▉ | 62/78 [00:48<00:12, 1.23it/s][A 81%|████████ | 63/78 [00:48<00:12, 1.25it/s][A 82%|████████▏ | 64/78 [00:49<00:11, 1.24it/s][A 83%|████████▎ | 65/78 [00:50<00:10, 1.26it/s][A 85%|████████▍ | 66/78 [00:51<00:09, 1.29it/s][A 86%|████████▌ | 67/78 [00:51<00:08, 1.29it/s][A 87%|████████▋ | 68/78 [00:52<00:07, 1.30it/s][A 88%|████████▊ | 69/78 [00:53<00:06, 1.32it/s][A 90%|████████▉ | 70/78 [00:54<00:06, 1.25it/s][A 91%|█████████ | 71/78 [00:55<00:05, 1.31it/s][A 92%|█████████▏| 72/78 [00:55<00:04, 1.33it/s][A 94%|█████████▎| 73/78 [00:56<00:03, 1.30it/s][A 95%|█████████▍| 74/78 [00:57<00:03, 1.30it/s][A 96%|█████████▌| 75/78 [00:58<00:02, 1.31it/s][A 97%|█████████▋| 76/78 [00:58<00:01, 1.30it/s][A 99%|█████████▊| 77/78 [00:59<00:00, 1.35it/s][A 100%|██████████| 78/78 [00:59<00:00, 1.69it/s][A [A 65%|██████▌ | 13000/20000 [15:46:30<7:05:34, 3.65s/it] 100%|██████████| 78/78 [01:01<00:00, 1.69it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-13000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-13000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-13000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-13000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-12500] due to args.save_total_limit 65%|██████▌ | 13001/20000 [15:46:44<49:33:32, 25.49s/it] 65%|██████▌ | 13002/20000 [15:46:47<36:18:12, 18.68s/it] 65%|██████▌ | 13003/20000 [15:46:50<26:55:21, 13.85s/it] 65%|██████▌ | 13004/20000 [15:46:52<20:12:17, 10.40s/it] 65%|██████▌ | 13005/20000 [15:46:54<15:11:03, 7.81s/it] 65%|██████▌ | 13006/20000 [15:47:02<15:14:08, 7.84s/it] 65%|██████▌ | 13007/20000 [15:47:08<14:06:44, 7.26s/it] 65%|██████▌ | 13008/20000 [15:47:13<12:54:12, 6.64s/it] 65%|██████▌ | 13009/20000 [15:47:18<11:51:23, 6.11s/it] 65%|██████▌ | 13010/20000 [15:47:22<10:56:02, 5.63s/it] 65%|██████▌ | 13011/20000 [15:47:27<10:09:22, 5.23s/it] 65%|██████▌ | 13012/20000 [15:47:31<9:28:06, 4.88s/it] 65%|██████▌ | 13013/20000 [15:47:35<8:53:59, 4.59s/it] 65%|██████▌ | 13014/20000 [15:47:38<8:26:14, 4.35s/it] 65%|██████▌ | 13015/20000 [15:47:42<8:01:34, 4.14s/it] 65%|██████▌ | 13016/20000 [15:47:45<7:39:22, 3.95s/it] 65%|██████▌ | 13017/20000 [15:47:49<7:18:50, 3.77s/it] 65%|██████▌ | 13018/20000 [15:47:52<6:59:29, 3.60s/it] 65%|██████▌ | 13019/20000 [15:47:55<6:42:28, 3.46s/it] 65%|██████▌ | 13020/20000 [15:47:58<6:22:03, 3.28s/it] 65%|██████▌ | 13021/20000 [15:48:01<6:03:57, 3.13s/it] 65%|██████▌ | 13022/20000 [15:48:04<5:50:58, 3.02s/it] 65%|██████▌ | 13023/20000 [15:48:06<5:26:38, 2.81s/it] 65%|██████▌ | 13024/20000 [15:48:08<4:50:58, 2.50s/it] 65%|██████▌ | 13025/20000 [15:48:13<6:25:15, 3.31s/it] 65%|██████▌ | 13026/20000 [15:48:16<6:02:43, 3.12s/it] 65%|██████▌ | 13027/20000 [15:48:25<9:32:31, 4.93s/it] 65%|██████▌ | 13028/20000 [15:48:30<10:01:28, 5.18s/it] 65%|██████▌ | 13029/20000 [15:48:36<10:02:51, 5.19s/it] 65%|██████▌ | 13030/20000 [15:48:40<9:50:26, 5.08s/it] 65%|██████▌ | 13031/20000 [15:48:45<9:30:14, 4.91s/it] 65%|██████▌ | 13032/20000 [15:48:49<9:15:00, 4.78s/it] 65%|██████▌ | 13033/20000 [15:48:54<8:52:11, 4.58s/it] 65%|██████▌ | 13034/20000 [15:48:58<8:31:06, 4.40s/it] 65%|██████▌ | 13035/20000 [15:49:02<8:14:49, 4.26s/it] 65%|██████▌ | 13036/20000 [15:49:05<8:01:35, 4.15s/it] 65%|██████▌ | 13037/20000 [15:49:09<7:41:58, 3.98s/it] 65%|██████▌ | 13038/20000 [15:49:12<7:20:59, 3.80s/it] 65%|██████▌ | 13039/20000 [15:49:16<7:01:10, 3.63s/it] 65%|██████▌ | 13040/20000 [15:49:19<6:43:08, 3.48s/it] 65%|██████▌ | 13041/20000 [15:49:22<6:24:29, 3.32s/it] 65%|██████▌ | 13042/20000 [15:49:24<6:05:31, 3.15s/it] 65%|██████▌ | 13043/20000 [15:49:27<5:44:21, 2.97s/it] 65%|██████▌ | 13044/20000 [15:49:29<5:21:42, 2.77s/it] 65%|██████▌ | 13045/20000 [15:49:31<4:44:35, 2.46s/it] 65%|██████▌ | 13046/20000 [15:49:39<8:09:48, 4.23s/it] 65%|██████▌ | 13047/20000 [15:49:45<9:02:41, 4.68s/it] 65%|██████▌ | 13048/20000 [15:49:50<9:16:04, 4.80s/it] 65%|██████▌ | 13049/20000 [15:49:55<9:14:31, 4.79s/it] 65%|██████▌ | 13050/20000 [15:50:00<9:07:14, 4.72s/it] 65%|██████▌ | 13051/20000 [15:50:04<8:53:48, 4.61s/it] 65%|██████▌ | 13052/20000 [15:50:08<8:36:38, 4.46s/it] 65%|██████▌ | 13053/20000 [15:50:12<8:21:42, 4.33s/it] 65%|██████▌ | 13054/20000 [15:50:16<8:06:39, 4.20s/it] 65%|██████▌ | 13055/20000 [15:50:20<7:49:48, 4.06s/it] 65%|██████▌ | 13056/20000 [15:50:23<7:33:14, 3.92s/it] 65%|██████▌ | 13057/20000 [15:50:27<7:16:45, 3.77s/it] 65%|██████▌ | 13058/20000 [15:50:30<7:00:38, 3.64s/it] 65%|██████▌ | 13059/20000 [15:50:33<6:44:16, 3.49s/it] 65%|██████▌ | 13060/20000 [15:50:36<6:28:33, 3.36s/it] 65%|██████▌ | 13061/20000 [15:50:39<6:10:17, 3.20s/it] 65%|██████▌ | 13062/20000 [15:50:42<5:51:01, 3.04s/it] 65%|██████▌ | 13063/20000 [15:50:44<5:28:20, 2.84s/it] 65%|██████▌ | 13064/20000 [15:50:46<4:51:15, 2.52s/it] 65%|██████▌ | 13065/20000 [15:50:55<8:30:06, 4.41s/it] 65%|██████▌ | 13066/20000 [15:51:01<9:32:26, 4.95s/it] 65%|██████▌ | 13067/20000 [15:51:06<9:49:41, 5.10s/it] 65%|██████▌ | 13068/20000 [15:51:11<9:45:58, 5.07s/it] 65%|██████▌ | 13069/20000 [15:51:16<9:29:33, 4.93s/it] 65%|██████▌ | 13070/20000 [15:51:20<9:07:21, 4.74s/it] 65%|██████▌ | 13071/20000 [15:51:24<8:42:48, 4.53s/it] 65%|██████▌ | 13072/20000 [15:51:28<8:21:19, 4.34s/it] 65%|██████▌ | 13073/20000 [15:51:32<8:01:41, 4.17s/it] 65%|██████▌ | 13074/20000 [15:51:36<7:42:46, 4.01s/it] 65%|██████▌ | 13075/20000 [15:51:39<7:24:33, 3.85s/it] 65%|██████▌ | 13076/20000 [15:51:42<7:06:42, 3.70s/it] 65%|██████▌ | 13077/20000 [15:51:46<6:49:34, 3.55s/it] 65%|██████▌ | 13078/20000 [15:51:49<6:33:36, 3.41s/it] 65%|██████▌ | 13079/20000 [15:51:52<6:16:00, 3.26s/it] 65%|██████▌ | 13080/20000 [15:51:54<5:58:19, 3.11s/it] 65%|██████▌ | 13081/20000 [15:51:57<5:40:36, 2.95s/it] 65%|██████▌ | 13082/20000 [15:51:59<5:18:25, 2.76s/it] 65%|██████▌ | 13083/20000 [15:52:01<4:44:21, 2.47s/it] 65%|██████▌ | 13084/20000 [15:52:09<7:46:05, 4.04s/it] 65%|██████▌ | 13085/20000 [15:52:15<8:49:50, 4.60s/it] 65%|██████▌ | 13086/20000 [15:52:20<9:11:28, 4.79s/it] 65%|██████▌ | 13087/20000 [15:52:25<9:10:59, 4.78s/it] 65%|██████▌ | 13088/20000 [15:52:29<9:01:53, 4.70s/it] 65%|██████▌ | 13089/20000 [15:52:34<8:50:06, 4.60s/it] 65%|██████▌ | 13090/20000 [15:52:38<8:34:25, 4.47s/it] 65%|██████▌ | 13091/20000 [15:52:42<8:17:24, 4.32s/it] 65%|██████▌ | 13092/20000 [15:52:45<7:59:38, 4.17s/it] 65%|██████▌ | 13093/20000 [15:52:49<7:43:11, 4.02s/it] 65%|██████▌ | 13094/20000 [15:52:53<7:25:55, 3.87s/it] 65%|██████▌ | 13095/20000 [15:52:56<7:09:24, 3.73s/it] 65%|██████▌ | 13096/20000 [15:52:59<6:53:23, 3.59s/it] 65%|██████▌ | 13097/20000 [15:53:02<6:38:16, 3.46s/it] 65%|██████▌ | 13098/20000 [15:53:05<6:21:55, 3.32s/it] 65%|██████▌ | 13099/20000 [15:53:08<6:04:06, 3.17s/it] 66%|██████▌ | 13100/20000 [15:53:11<5:46:31, 3.01s/it] 66%|██████▌ | 13101/20000 [15:53:13<5:23:33, 2.81s/it] 66%|██████▌ | 13102/20000 [15:53:15<4:47:50, 2.50s/it] 66%|██████▌ | 13103/20000 [15:53:20<6:24:11, 3.34s/it] 66%|██████▌ | 13104/20000 [15:53:23<6:09:17, 3.21s/it] 66%|██████▌ | 13105/20000 [15:53:33<9:40:44, 5.05s/it] 66%|██████▌ | 13106/20000 [15:53:39<10:14:43, 5.35s/it] 66%|██████▌ | 13107/20000 [15:53:44<10:18:00, 5.38s/it] 66%|██████▌ | 13108/20000 [15:53:49<10:11:25, 5.32s/it] 66%|██████▌ | 13109/20000 [15:53:54<9:54:40, 5.18s/it] 66%|██████▌ | 13110/20000 [15:53:59<9:36:17, 5.02s/it] 66%|██████▌ | 13111/20000 [15:54:03<9:14:06, 4.83s/it] 66%|██████▌ | 13112/20000 [15:54:07<8:51:31, 4.63s/it] 66%|██████▌ | 13113/20000 [15:54:11<8:31:42, 4.46s/it] 66%|██████▌ | 13114/20000 [15:54:15<8:07:38, 4.25s/it] 66%|██████▌ | 13115/20000 [15:54:19<7:41:54, 4.03s/it] 66%|██████▌ | 13116/20000 [15:54:22<7:19:23, 3.83s/it] 66%|██████▌ | 13117/20000 [15:54:25<7:00:13, 3.66s/it] 66%|██████▌ | 13118/20000 [15:54:28<6:42:52, 3.51s/it] 66%|██████▌ | 13119/20000 [15:54:31<6:24:21, 3.35s/it] 66%|██████▌ | 13120/20000 [15:54:34<6:06:08, 3.19s/it] 66%|██████▌ | 13121/20000 [15:54:37<5:46:55, 3.03s/it] 66%|██████▌ | 13122/20000 [15:54:39<5:24:49, 2.83s/it] 66%|██████▌ | 13123/20000 [15:54:41<4:50:21, 2.53s/it] 66%|██████▌ | 13124/20000 [15:54:49<7:52:43, 4.12s/it] 66%|██████▌ | 13125/20000 [15:54:55<8:49:52, 4.62s/it] 66%|██████▌ | 13126/20000 [15:55:00<9:06:07, 4.77s/it] 66%|██████▌ | 13127/20000 [15:55:05<9:05:05, 4.76s/it] 66%|██████▌ | 13128/20000 [15:55:09<8:55:58, 4.68s/it] 66%|██████▌ | 13129/20000 [15:55:13<8:42:52, 4.57s/it] 66%|██████▌ | 13130/20000 [15:55:17<8:25:17, 4.41s/it] 66%|██████▌ | 13131/20000 [15:55:21<8:07:32, 4.26s/it] 66%|██████▌ | 13132/20000 [15:55:25<7:52:47, 4.13s/it] 66%|██████▌ | 13133/20000 [15:55:29<7:36:45, 3.99s/it] 66%|██████▌ | 13134/20000 [15:55:32<7:19:48, 3.84s/it] 66%|██████▌ | 13135/20000 [15:55:36<7:03:24, 3.70s/it] 66%|██████▌ | 13136/20000 [15:55:39<6:48:42, 3.57s/it] 66%|██████▌ | 13137/20000 [15:55:42<6:38:52, 3.49s/it] 66%|██████▌ | 13138/20000 [15:55:45<6:26:13, 3.38s/it] 66%|██████▌ | 13139/20000 [15:55:48<6:11:31, 3.25s/it] 66%|██████▌ | 13140/20000 [15:55:51<5:53:58, 3.10s/it] 66%|██████▌ | 13141/20000 [15:55:54<5:31:49, 2.90s/it] 66%|██████▌ | 13142/20000 [15:55:55<4:55:18, 2.58s/it] 66%|██████▌ | 13143/20000 [15:56:04<8:13:50, 4.32s/it] 66%|██████▌ | 13144/20000 [15:56:10<9:05:33, 4.77s/it] 66%|██████▌ | 13145/20000 [15:56:15<9:19:21, 4.90s/it] 66%|██████▌ | 13146/20000 [15:56:20<9:16:30, 4.87s/it] 66%|██████▌ | 13147/20000 [15:56:24<9:03:39, 4.76s/it] 66%|██████▌ | 13148/20000 [15:56:28<8:50:27, 4.64s/it] 66%|██████▌ | 13149/20000 [15:56:33<8:32:49, 4.49s/it] 66%|██████▌ | 13150/20000 [15:56:37<8:18:07, 4.36s/it] 66%|██████▌ | 13151/20000 [15:56:41<8:02:56, 4.23s/it] 66%|██████▌ | 13152/20000 [15:56:44<7:45:54, 4.08s/it] 66%|██████▌ | 13153/20000 [15:56:48<7:26:51, 3.92s/it] 66%|██████▌ | 13154/20000 [15:56:51<7:06:35, 3.74s/it] 66%|██████▌ | 13155/20000 [15:56:54<6:48:22, 3.58s/it] 66%|██████▌ | 13156/20000 [15:56:57<6:30:16, 3.42s/it] 66%|██████▌ | 13157/20000 [15:57:00<6:12:20, 3.26s/it] 66%|██████▌ | 13158/20000 [15:57:03<5:55:06, 3.11s/it] 66%|██████▌ | 13159/20000 [15:57:06<5:36:32, 2.95s/it] 66%|██████▌ | 13160/20000 [15:57:08<5:14:30, 2.76s/it] 66%|██████▌ | 13161/20000 [15:57:10<4:38:00, 2.44s/it] 66%|██████▌ | 13162/20000 [15:57:18<7:57:46, 4.19s/it] 66%|██████▌ | 13163/20000 [15:57:24<9:09:41, 4.82s/it] 66%|██████▌ | 13164/20000 [15:57:30<9:33:59, 5.04s/it] 66%|██████▌ | 13165/20000 [15:57:35<9:34:26, 5.04s/it] 66%|██████▌ | 13166/20000 [15:57:40<9:24:58, 4.96s/it] 66%|██████▌ | 13167/20000 [15:57:44<9:13:51, 4.86s/it] 66%|██████▌ | 13168/20000 [15:57:48<8:53:14, 4.68s/it] 66%|██████▌ | 13169/20000 [15:57:53<8:32:31, 4.50s/it] 66%|██████▌ | 13170/20000 [15:57:57<8:13:00, 4.33s/it] 66%|██████▌ | 13171/20000 [15:58:00<7:52:10, 4.15s/it] 66%|██████▌ | 13172/20000 [15:58:04<7:33:11, 3.98s/it] 66%|██████▌ | 13173/20000 [15:58:07<7:15:56, 3.83s/it] 66%|██████▌ | 13174/20000 [15:58:11<6:59:08, 3.68s/it] 66%|██████▌ | 13175/20000 [15:58:14<6:42:53, 3.54s/it] 66%|██████▌ | 13176/20000 [15:58:17<6:24:04, 3.38s/it] 66%|██████▌ | 13177/20000 [15:58:20<6:03:02, 3.19s/it] 66%|██████▌ | 13178/20000 [15:58:22<5:42:36, 3.01s/it] 66%|██████▌ | 13179/20000 [15:58:25<5:18:51, 2.80s/it] 66%|██████▌ | 13180/20000 [15:58:26<4:40:34, 2.47s/it] 66%|██████▌ | 13181/20000 [15:58:31<6:10:29, 3.26s/it] 66%|██████▌ | 13182/20000 [15:58:34<5:49:53, 3.08s/it] 66%|██████▌ | 13183/20000 [15:58:43<9:17:11, 4.90s/it] 66%|██████▌ | 13184/20000 [15:58:49<9:49:33, 5.19s/it] 66%|██████▌ | 13185/20000 [15:58:54<9:50:56, 5.20s/it] 66%|██████▌ | 13186/20000 [15:58:59<9:36:49, 5.08s/it] 66%|██████▌ | 13187/20000 [15:59:04<9:18:55, 4.92s/it] 66%|██████▌ | 13188/20000 [15:59:08<8:56:06, 4.72s/it] 66%|██████▌ | 13189/20000 [15:59:12<8:31:41, 4.51s/it] 66%|██████▌ | 13190/20000 [15:59:16<8:09:44, 4.31s/it] 66%|██████▌ | 13191/20000 [15:59:19<7:50:44, 4.15s/it] 66%|██████▌ | 13192/20000 [15:59:23<7:31:49, 3.98s/it] 66%|██████▌ | 13193/20000 [15:59:26<7:13:23, 3.82s/it] 66%|██████▌ | 13194/20000 [15:59:30<6:56:00, 3.67s/it] 66%|██████▌ | 13195/20000 [15:59:33<6:39:29, 3.52s/it] 66%|██████▌ | 13196/20000 [15:59:36<6:24:20, 3.39s/it] 66%|██████▌ | 13197/20000 [15:59:39<6:07:40, 3.24s/it] 66%|██████▌ | 13198/20000 [15:59:42<5:50:21, 3.09s/it] 66%|██████▌ | 13199/20000 [15:59:44<5:31:54, 2.93s/it] 66%|██████▌ | 13200/20000 [15:59:47<5:10:32, 2.74s/it] 66%|██████▌ | 13201/20000 [15:59:48<4:38:01, 2.45s/it] 66%|██████▌ | 13202/20000 [15:59:56<7:48:04, 4.13s/it] 66%|██████▌ | 13203/20000 [16:00:02<8:54:26, 4.72s/it] 66%|██████▌ | 13204/20000 [16:00:08<9:18:19, 4.93s/it] 66%|██████▌ | 13205/20000 [16:00:13<9:22:30, 4.97s/it] 66%|██████▌ | 13206/20000 [16:00:18<9:13:13, 4.89s/it] 66%|██████▌ | 13207/20000 [16:00:22<8:59:16, 4.76s/it] 66%|██████▌ | 13208/20000 [16:00:26<8:41:26, 4.61s/it] 66%|██████▌ | 13209/20000 [16:00:30<8:24:17, 4.46s/it] 66%|██████▌ | 13210/20000 [16:00:35<8:15:21, 4.38s/it] 66%|██████▌ | 13211/20000 [16:00:38<7:56:05, 4.21s/it] 66%|██████▌ | 13212/20000 [16:00:42<7:35:24, 4.03s/it] 66%|██████▌ | 13213/20000 [16:00:46<7:16:53, 3.86s/it] 66%|██████▌ | 13214/20000 [16:00:49<6:58:41, 3.70s/it] 66%|██████▌ | 13215/20000 [16:00:52<6:42:44, 3.56s/it] 66%|██████▌ | 13216/20000 [16:00:55<6:26:55, 3.42s/it] 66%|██████▌ | 13217/20000 [16:00:58<6:06:49, 3.24s/it] 66%|██████▌ | 13218/20000 [16:01:01<5:46:58, 3.07s/it] 66%|██████▌ | 13219/20000 [16:01:03<5:24:31, 2.87s/it] 66%|██████▌ | 13220/20000 [16:01:05<4:49:45, 2.56s/it] 66%|██████▌ | 13221/20000 [16:01:14<8:22:40, 4.45s/it] 66%|██████▌ | 13222/20000 [16:01:20<9:15:31, 4.92s/it] 66%|██████▌ | 13223/20000 [16:01:25<9:27:06, 5.02s/it] 66%|██████▌ | 13224/20000 [16:01:30<9:24:07, 5.00s/it] 66%|██████▌ | 13225/20000 [16:01:35<9:14:38, 4.91s/it] 66%|██████▌ | 13226/20000 [16:01:39<9:00:13, 4.78s/it] 66%|██████▌ | 13227/20000 [16:01:43<8:40:29, 4.61s/it] 66%|██████▌ | 13228/20000 [16:01:47<8:22:16, 4.45s/it] 66%|██████▌ | 13229/20000 [16:01:51<8:03:25, 4.28s/it] 66%|██████▌ | 13230/20000 [16:01:55<7:44:46, 4.12s/it] 66%|██████▌ | 13231/20000 [16:01:59<7:27:03, 3.96s/it] 66%|██████▌ | 13232/20000 [16:02:02<7:10:04, 3.81s/it] 66%|██████▌ | 13233/20000 [16:02:06<6:55:01, 3.68s/it] 66%|██████▌ | 13234/20000 [16:02:09<6:39:33, 3.54s/it] 66%|██████▌ | 13235/20000 [16:02:12<6:22:07, 3.39s/it] 66%|██████▌ | 13236/20000 [16:02:15<6:05:27, 3.24s/it] 66%|██████▌ | 13237/20000 [16:02:17<5:47:15, 3.08s/it] 66%|██████▌ | 13238/20000 [16:02:20<5:26:14, 2.89s/it] 66%|██████▌ | 13239/20000 [16:02:22<4:49:17, 2.57s/it] 66%|██████▌ | 13240/20000 [16:02:30<8:09:02, 4.34s/it] 66%|██████▌ | 13241/20000 [16:02:37<9:26:30, 5.03s/it] 66%|██████▌ | 13242/20000 [16:02:42<9:37:35, 5.13s/it] 66%|██████▌ | 13243/20000 [16:02:47<9:27:07, 5.04s/it] 66%|██████▌ | 13244/20000 [16:02:52<9:10:29, 4.89s/it] 66%|██████▌ | 13245/20000 [16:02:56<8:50:40, 4.71s/it] 66%|██████▌ | 13246/20000 [16:03:00<8:28:00, 4.51s/it] 66%|██████▌ | 13247/20000 [16:03:04<8:06:51, 4.33s/it] 66%|██████▌ | 13248/20000 [16:03:08<7:47:38, 4.16s/it] 66%|██████▌ | 13249/20000 [16:03:11<7:30:07, 4.00s/it] 66%|██████▋ | 13250/20000 [16:03:15<7:13:01, 3.85s/it] 66%|██████▋ | 13251/20000 [16:03:18<6:55:54, 3.70s/it] 66%|██████▋ | 13252/20000 [16:03:21<6:40:55, 3.56s/it] 66%|██████▋ | 13253/20000 [16:03:24<6:25:54, 3.43s/it] 66%|██████▋ | 13254/20000 [16:03:27<6:08:08, 3.27s/it] 66%|██████▋ | 13255/20000 [16:03:30<5:51:50, 3.13s/it] 66%|██████▋ | 13256/20000 [16:03:33<5:34:26, 2.98s/it] 66%|██████▋ | 13257/20000 [16:03:35<5:12:16, 2.78s/it] 66%|██████▋ | 13258/20000 [16:03:37<4:37:44, 2.47s/it] 66%|██████▋ | 13259/20000 [16:03:42<6:20:22, 3.39s/it] 66%|██████▋ | 13260/20000 [16:03:45<5:55:18, 3.16s/it] 66%|██████▋ | 13261/20000 [16:03:54<9:25:01, 5.03s/it] 66%|██████▋ | 13262/20000 [16:04:00<9:55:36, 5.30s/it] 66%|██████▋ | 13263/20000 [16:04:05<9:52:43, 5.28s/it] 66%|██████▋ | 13264/20000 [16:04:10<9:35:32, 5.13s/it] 66%|██████▋ | 13265/20000 [16:04:15<9:16:26, 4.96s/it] 66%|██████▋ | 13266/20000 [16:04:19<8:54:03, 4.76s/it] 66%|██████▋ | 13267/20000 [16:04:23<8:30:44, 4.55s/it] 66%|██████▋ | 13268/20000 [16:04:27<8:09:33, 4.36s/it] 66%|██████▋ | 13269/20000 [16:04:31<7:49:06, 4.18s/it] 66%|██████▋ | 13270/20000 [16:04:35<7:31:08, 4.02s/it] 66%|██████▋ | 13271/20000 [16:04:38<7:11:35, 3.85s/it] 66%|██████▋ | 13272/20000 [16:04:41<6:52:50, 3.68s/it] 66%|██████▋ | 13273/20000 [16:04:44<6:37:34, 3.55s/it] 66%|██████▋ | 13274/20000 [16:04:48<6:21:38, 3.40s/it] 66%|██████▋ | 13275/20000 [16:04:50<6:05:12, 3.26s/it] 66%|██████▋ | 13276/20000 [16:04:53<5:47:58, 3.11s/it] 66%|██████▋ | 13277/20000 [16:04:56<5:28:23, 2.93s/it] 66%|██████▋ | 13278/20000 [16:04:58<5:06:40, 2.74s/it] 66%|██████▋ | 13279/20000 [16:05:00<4:28:33, 2.40s/it] 66%|██████▋ | 13280/20000 [16:05:08<7:33:57, 4.05s/it] 66%|██████▋ | 13281/20000 [16:05:13<8:38:02, 4.63s/it] 66%|██████▋ | 13282/20000 [16:05:19<8:57:29, 4.80s/it] 66%|██████▋ | 13283/20000 [16:05:24<8:57:42, 4.80s/it] 66%|██████▋ | 13284/20000 [16:05:28<8:48:02, 4.72s/it] 66%|██████▋ | 13285/20000 [16:05:32<8:34:17, 4.60s/it] 66%|██████▋ | 13286/20000 [16:05:36<8:16:17, 4.44s/it] 66%|██████▋ | 13287/20000 [16:05:40<7:59:25, 4.29s/it] 66%|██████▋ | 13288/20000 [16:05:44<7:42:46, 4.14s/it] 66%|██████▋ | 13289/20000 [16:05:48<7:24:54, 3.98s/it] 66%|██████▋ | 13290/20000 [16:05:51<7:08:19, 3.83s/it] 66%|██████▋ | 13291/20000 [16:05:55<6:52:45, 3.69s/it] 66%|██████▋ | 13292/20000 [16:05:58<6:39:55, 3.58s/it] 66%|██████▋ | 13293/20000 [16:06:01<6:27:01, 3.46s/it] 66%|██████▋ | 13294/20000 [16:06:04<6:11:45, 3.33s/it] 66%|██████▋ | 13295/20000 [16:06:07<5:54:45, 3.17s/it] 66%|██████▋ | 13296/20000 [16:06:10<5:36:38, 3.01s/it] 66%|██████▋ | 13297/20000 [16:06:12<5:14:43, 2.82s/it] 66%|██████▋ | 13298/20000 [16:06:14<4:39:05, 2.50s/it] 66%|██████▋ | 13299/20000 [16:06:22<7:50:27, 4.21s/it] 66%|██████▋ | 13300/20000 [16:06:28<8:51:59, 4.76s/it] 67%|██████▋ | 13301/20000 [16:06:33<9:13:47, 4.96s/it] 67%|██████▋ | 13302/20000 [16:06:38<9:14:51, 4.97s/it] 67%|██████▋ | 13303/20000 [16:06:43<9:06:49, 4.90s/it] 67%|██████▋ | 13304/20000 [16:06:48<8:54:13, 4.79s/it] 67%|██████▋ | 13305/20000 [16:06:52<8:37:14, 4.64s/it] 67%|██████▋ | 13306/20000 [16:06:56<8:18:56, 4.47s/it] 67%|██████▋ | 13307/20000 [16:07:00<8:02:06, 4.32s/it] 67%|██████▋ | 13308/20000 [16:07:04<7:43:22, 4.15s/it] 67%|██████▋ | 13309/20000 [16:07:07<7:24:46, 3.99s/it] 67%|██████▋ | 13310/20000 [16:07:11<7:06:52, 3.83s/it] 67%|██████▋ | 13311/20000 [16:07:14<6:50:19, 3.68s/it] 67%|██████▋ | 13312/20000 [16:07:17<6:34:28, 3.54s/it] 67%|██████▋ | 13313/20000 [16:07:20<6:16:25, 3.38s/it] 67%|██████▋ | 13314/20000 [16:07:23<5:59:10, 3.22s/it] 67%|██████▋ | 13315/20000 [16:07:26<5:44:07, 3.09s/it] 67%|██████▋ | 13316/20000 [16:07:28<5:24:16, 2.91s/it] 67%|██████▋ | 13317/20000 [16:07:30<4:50:12, 2.61s/it] 67%|██████▋ | 13318/20000 [16:07:39<8:10:16, 4.40s/it] 67%|██████▋ | 13319/20000 [16:07:45<9:12:22, 4.96s/it] 67%|██████▋ | 13320/20000 [16:07:51<9:34:14, 5.16s/it] 67%|██████▋ | 13321/20000 [16:07:56<9:36:14, 5.18s/it] 67%|██████▋ | 13322/20000 [16:08:01<9:26:06, 5.09s/it] 67%|██████▋ | 13323/20000 [16:08:06<9:11:18, 4.95s/it] 67%|██████▋ | 13324/20000 [16:08:10<8:49:29, 4.76s/it] 67%|██████▋ | 13325/20000 [16:08:14<8:29:51, 4.58s/it] 67%|██████▋ | 13326/20000 [16:08:18<8:10:24, 4.41s/it] 67%|██████▋ | 13327/20000 [16:08:22<7:51:32, 4.24s/it] 67%|██████▋ | 13328/20000 [16:08:26<7:34:38, 4.09s/it] 67%|██████▋ | 13329/20000 [16:08:29<7:19:12, 3.95s/it] 67%|██████▋ | 13330/20000 [16:08:33<7:03:01, 3.81s/it] 67%|██████▋ | 13331/20000 [16:08:36<6:47:23, 3.67s/it] 67%|██████▋ | 13332/20000 [16:08:39<6:30:55, 3.52s/it] 67%|██████▋ | 13333/20000 [16:08:42<6:13:28, 3.36s/it] 67%|██████▋ | 13334/20000 [16:08:45<5:55:51, 3.20s/it] 67%|██████▋ | 13335/20000 [16:08:48<5:35:41, 3.02s/it] 67%|██████▋ | 13336/20000 [16:08:50<5:04:22, 2.74s/it] 67%|██████▋ | 13337/20000 [16:08:55<6:32:59, 3.54s/it] 67%|██████▋ | 13338/20000 [16:08:58<6:14:44, 3.38s/it] 67%|██████▋ | 13339/20000 [16:09:08<9:51:39, 5.33s/it] 67%|██████▋ | 13340/20000 [16:09:14<10:17:38, 5.56s/it] 67%|██████▋ | 13341/20000 [16:09:19<10:07:02, 5.47s/it] 67%|██████▋ | 13342/20000 [16:09:24<9:45:23, 5.28s/it] 67%|██████▋ | 13343/20000 [16:09:29<9:21:25, 5.06s/it] 67%|██████▋ | 13344/20000 [16:09:33<8:59:01, 4.86s/it] 67%|██████▋ | 13345/20000 [16:09:37<8:35:33, 4.65s/it] 67%|██████▋ | 13346/20000 [16:09:41<8:13:30, 4.45s/it] 67%|██████▋ | 13347/20000 [16:09:45<7:53:17, 4.27s/it] 67%|██████▋ | 13348/20000 [16:09:49<7:32:34, 4.08s/it] 67%|██████▋ | 13349/20000 [16:09:52<7:13:09, 3.91s/it] 67%|██████▋ | 13350/20000 [16:09:56<6:55:25, 3.75s/it] 67%|██████▋ | 13351/20000 [16:09:59<6:38:06, 3.59s/it] 67%|██████▋ | 13352/20000 [16:10:02<6:22:54, 3.46s/it] 67%|██████▋ | 13353/20000 [16:10:05<6:05:01, 3.30s/it] 67%|██████▋ | 13354/20000 [16:10:08<5:47:49, 3.14s/it] 67%|██████▋ | 13355/20000 [16:10:10<5:30:25, 2.98s/it] 67%|██████▋ | 13356/20000 [16:10:13<5:09:50, 2.80s/it] 67%|██████▋ | 13357/20000 [16:10:15<4:36:13, 2.49s/it] 67%|██████▋ | 13358/20000 [16:10:23<7:44:15, 4.19s/it] 67%|██████▋ | 13359/20000 [16:10:29<8:42:27, 4.72s/it] 67%|██████▋ | 13360/20000 [16:10:34<8:59:20, 4.87s/it] 67%|██████▋ | 13361/20000 [16:10:39<8:57:26, 4.86s/it] 67%|██████▋ | 13362/20000 [16:10:43<8:47:45, 4.77s/it] 67%|██████▋ | 13363/20000 [16:10:48<8:33:06, 4.64s/it] 67%|██████▋ | 13364/20000 [16:10:52<8:14:42, 4.47s/it] 67%|██████▋ | 13365/20000 [16:10:56<7:56:34, 4.31s/it] 67%|██████▋ | 13366/20000 [16:10:59<7:39:07, 4.15s/it] 67%|██████▋ | 13367/20000 [16:11:03<7:22:39, 4.00s/it] 67%|██████▋ | 13368/20000 [16:11:06<7:04:55, 3.84s/it] 67%|██████▋ | 13369/20000 [16:11:10<6:48:43, 3.70s/it] 67%|██████▋ | 13370/20000 [16:11:13<6:34:22, 3.57s/it] 67%|██████▋ | 13371/20000 [16:11:16<6:18:23, 3.42s/it] 67%|██████▋ | 13372/20000 [16:11:19<6:01:54, 3.28s/it] 67%|██████▋ | 13373/20000 [16:11:22<5:45:42, 3.13s/it] 67%|██████▋ | 13374/20000 [16:11:25<5:28:49, 2.98s/it] 67%|██████▋ | 13375/20000 [16:11:27<5:07:11, 2.78s/it] 67%|██████▋ | 13376/20000 [16:11:29<4:33:08, 2.47s/it] 67%|██████▋ | 13377/20000 [16:11:36<7:24:12, 4.02s/it] 67%|██████▋ | 13378/20000 [16:11:42<8:27:36, 4.60s/it] 67%|██████▋ | 13379/20000 [16:11:47<8:48:26, 4.79s/it] 67%|██████▋ | 13380/20000 [16:11:52<8:49:09, 4.80s/it] 67%|██████▋ | 13381/20000 [16:11:57<8:39:36, 4.71s/it] 67%|██████▋ | 13382/20000 [16:12:01<8:26:19, 4.59s/it] 67%|██████▋ | 13383/20000 [16:12:05<8:08:52, 4.43s/it] 67%|██████▋ | 13384/20000 [16:12:09<7:51:50, 4.28s/it] 67%|██████▋ | 13385/20000 [16:12:13<7:36:11, 4.14s/it] 67%|██████▋ | 13386/20000 [16:12:16<7:19:21, 3.99s/it] 67%|██████▋ | 13387/20000 [16:12:20<7:02:07, 3.83s/it] 67%|██████▋ | 13388/20000 [16:12:23<6:45:59, 3.68s/it] 67%|██████▋ | 13389/20000 [16:12:27<6:31:20, 3.55s/it] 67%|██████▋ | 13390/20000 [16:12:30<6:17:51, 3.43s/it] 67%|██████▋ | 13391/20000 [16:12:33<6:01:59, 3.29s/it] 67%|██████▋ | 13392/20000 [16:12:36<5:51:38, 3.19s/it] 67%|██████▋ | 13393/20000 [16:12:38<5:37:28, 3.06s/it] 67%|██████▋ | 13394/20000 [16:12:41<5:19:39, 2.90s/it] 67%|██████▋ | 13395/20000 [16:12:43<4:47:53, 2.62s/it] 67%|██████▋ | 13396/20000 [16:12:52<8:22:48, 4.57s/it] 67%|██████▋ | 13397/20000 [16:12:58<9:13:18, 5.03s/it] 67%|██████▋ | 13398/20000 [16:13:04<9:27:11, 5.15s/it] 67%|██████▋ | 13399/20000 [16:13:09<9:21:18, 5.10s/it] 67%|██████▋ | 13400/20000 [16:13:13<9:10:46, 5.01s/it] 67%|██████▋ | 13401/20000 [16:13:18<8:55:34, 4.87s/it] 67%|██████▋ | 13402/20000 [16:13:22<8:46:24, 4.79s/it] 67%|██████▋ | 13403/20000 [16:13:26<8:18:13, 4.53s/it] 67%|██████▋ | 13404/20000 [16:13:30<7:54:08, 4.31s/it] 67%|██████▋ | 13405/20000 [16:13:34<7:31:57, 4.11s/it] 67%|██████▋ | 13406/20000 [16:13:37<7:10:58, 3.92s/it] 67%|██████▋ | 13407/20000 [16:13:41<6:52:16, 3.75s/it] 67%|██████▋ | 13408/20000 [16:13:44<6:36:40, 3.61s/it] 67%|██████▋ | 13409/20000 [16:13:47<6:19:49, 3.46s/it] 67%|██████▋ | 13410/20000 [16:13:50<6:02:20, 3.30s/it] 67%|██████▋ | 13411/20000 [16:13:53<5:44:57, 3.14s/it] 67%|██████▋ | 13412/20000 [16:13:55<5:26:28, 2.97s/it] 67%|██████▋ | 13413/20000 [16:13:58<5:05:58, 2.79s/it] 67%|██████▋ | 13414/20000 [16:13:59<4:31:04, 2.47s/it] 67%|██████▋ | 13415/20000 [16:14:05<6:17:00, 3.44s/it] 67%|██████▋ | 13416/20000 [16:14:08<5:52:30, 3.21s/it] 67%|██████▋ | 13417/20000 [16:14:17<9:08:05, 5.00s/it] 67%|██████▋ | 13418/20000 [16:14:23<9:32:57, 5.22s/it] 67%|██████▋ | 13419/20000 [16:14:28<9:31:36, 5.21s/it] 67%|██████▋ | 13420/20000 [16:14:33<9:19:32, 5.10s/it] 67%|██████▋ | 13421/20000 [16:14:37<9:02:54, 4.95s/it] 67%|██████▋ | 13422/20000 [16:14:42<8:46:00, 4.80s/it] 67%|██████▋ | 13423/20000 [16:14:46<8:25:57, 4.62s/it] 67%|██████▋ | 13424/20000 [16:14:50<8:09:29, 4.47s/it] 67%|██████▋ | 13425/20000 [16:14:54<7:52:01, 4.31s/it] 67%|██████▋ | 13426/20000 [16:14:58<7:34:22, 4.15s/it] 67%|██████▋ | 13427/20000 [16:15:01<7:16:44, 3.99s/it] 67%|██████▋ | 13428/20000 [16:15:05<6:58:55, 3.82s/it] 67%|██████▋ | 13429/20000 [16:15:08<6:43:58, 3.69s/it] 67%|██████▋ | 13430/20000 [16:15:12<6:31:45, 3.58s/it] 67%|██████▋ | 13431/20000 [16:15:15<6:13:56, 3.42s/it] 67%|██████▋ | 13432/20000 [16:15:17<5:57:28, 3.27s/it] 67%|██████▋ | 13433/20000 [16:15:20<5:40:34, 3.11s/it] 67%|██████▋ | 13434/20000 [16:15:23<5:19:05, 2.92s/it] 67%|██████▋ | 13435/20000 [16:15:25<4:43:16, 2.59s/it] 67%|██████▋ | 13436/20000 [16:15:33<7:52:49, 4.32s/it] 67%|██████▋ | 13437/20000 [16:15:39<8:54:09, 4.88s/it] 67%|██████▋ | 13438/20000 [16:15:45<9:13:39, 5.06s/it] 67%|██████▋ | 13439/20000 [16:15:50<9:10:48, 5.04s/it] 67%|██████▋ | 13440/20000 [16:15:54<9:00:06, 4.94s/it] 67%|██████▋ | 13441/20000 [16:15:59<8:45:27, 4.81s/it] 67%|██████▋ | 13442/20000 [16:16:03<8:25:12, 4.62s/it] 67%|██████▋ | 13443/20000 [16:16:07<8:05:23, 4.44s/it] 67%|██████▋ | 13444/20000 [16:16:11<7:47:16, 4.28s/it] 67%|██████▋ | 13445/20000 [16:16:15<7:28:50, 4.11s/it] 67%|██████▋ | 13446/20000 [16:16:18<7:10:25, 3.94s/it] 67%|██████▋ | 13447/20000 [16:16:22<6:54:13, 3.79s/it] 67%|██████▋ | 13448/20000 [16:16:25<6:38:18, 3.65s/it] 67%|██████▋ | 13449/20000 [16:16:28<6:25:04, 3.53s/it] 67%|██████▋ | 13450/20000 [16:16:31<6:08:55, 3.38s/it] 67%|██████▋ | 13451/20000 [16:16:34<5:52:43, 3.23s/it] 67%|██████▋ | 13452/20000 [16:16:37<5:35:27, 3.07s/it] 67%|██████▋ | 13453/20000 [16:16:39<5:15:20, 2.89s/it] 67%|██████▋ | 13454/20000 [16:16:41<4:40:45, 2.57s/it] 67%|██████▋ | 13455/20000 [16:16:50<8:00:03, 4.40s/it] 67%|██████▋ | 13456/20000 [16:16:56<8:59:31, 4.95s/it] 67%|██████▋ | 13457/20000 [16:17:01<9:15:40, 5.10s/it] 67%|██████▋ | 13458/20000 [16:17:06<9:12:33, 5.07s/it] 67%|██████▋ | 13459/20000 [16:17:11<8:59:33, 4.95s/it] 67%|██████▋ | 13460/20000 [16:17:16<8:46:38, 4.83s/it] 67%|██████▋ | 13461/20000 [16:17:20<8:28:48, 4.67s/it] 67%|██████▋ | 13462/20000 [16:17:24<8:10:25, 4.50s/it] 67%|██████▋ | 13463/20000 [16:17:28<7:52:12, 4.33s/it] 67%|██████▋ | 13464/20000 [16:17:32<7:35:11, 4.18s/it] 67%|██████▋ | 13465/20000 [16:17:35<7:18:17, 4.02s/it] 67%|██████▋ | 13466/20000 [16:17:39<7:00:53, 3.86s/it] 67%|██████▋ | 13467/20000 [16:17:42<6:45:15, 3.72s/it] 67%|██████▋ | 13468/20000 [16:17:46<6:30:03, 3.58s/it] 67%|██████▋ | 13469/20000 [16:17:49<6:12:20, 3.42s/it] 67%|██████▋ | 13470/20000 [16:17:51<5:54:26, 3.26s/it] 67%|██████▋ | 13471/20000 [16:17:54<5:35:23, 3.08s/it] 67%|██████▋ | 13472/20000 [16:17:57<5:12:42, 2.87s/it] 67%|██████▋ | 13473/20000 [16:17:58<4:35:14, 2.53s/it] 67%|██████▋ | 13474/20000 [16:18:07<7:49:21, 4.32s/it] 67%|██████▋ | 13475/20000 [16:18:13<8:41:23, 4.79s/it] 67%|██████▋ | 13476/20000 [16:18:18<8:58:20, 4.95s/it] 67%|██████▋ | 13477/20000 [16:18:23<8:54:07, 4.91s/it] 67%|██████▋ | 13478/20000 [16:18:27<8:41:35, 4.80s/it] 67%|██████▋ | 13479/20000 [16:18:32<8:26:03, 4.66s/it] 67%|██████▋ | 13480/20000 [16:18:36<8:06:53, 4.48s/it] 67%|██████▋ | 13481/20000 [16:18:40<7:49:01, 4.32s/it] 67%|██████▋ | 13482/20000 [16:18:43<7:31:16, 4.15s/it] 67%|██████▋ | 13483/20000 [16:18:47<7:15:26, 4.01s/it] 67%|██████▋ | 13484/20000 [16:18:51<6:59:53, 3.87s/it] 67%|██████▋ | 13485/20000 [16:18:54<6:45:46, 3.74s/it] 67%|██████▋ | 13486/20000 [16:18:57<6:32:13, 3.61s/it] 67%|██████▋ | 13487/20000 [16:19:01<6:19:42, 3.50s/it] 67%|██████▋ | 13488/20000 [16:19:04<6:07:24, 3.39s/it] 67%|██████▋ | 13489/20000 [16:19:07<5:53:00, 3.25s/it] 67%|██████▋ | 13490/20000 [16:19:09<5:35:26, 3.09s/it] 67%|██████▋ | 13491/20000 [16:19:12<5:14:53, 2.90s/it] 67%|██████▋ | 13492/20000 [16:19:14<4:40:47, 2.59s/it] 67%|██████▋ | 13493/20000 [16:19:19<6:15:41, 3.46s/it] 67%|██████▋ | 13494/20000 [16:19:22<5:58:32, 3.31s/it] 67%|██████▋ | 13495/20000 [16:19:32<9:30:16, 5.26s/it] 67%|██████▋ | 13496/20000 [16:19:38<9:52:59, 5.47s/it] 67%|██████▋ | 13497/20000 [16:19:43<9:51:17, 5.46s/it] 67%|██████▋ | 13498/20000 [16:19:48<9:37:34, 5.33s/it] 67%|██████▋ | 13499/20000 [16:19:53<9:17:50, 5.15s/it] 68%|██████▊ | 13500/20000 [16:19:58<8:57:36, 4.96s/it] 68%|██████▊ | 13500/20000 [16:19:58<8:57:36, 4.96s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09844444692134857, 'eval_wer': 0.07261852015950376, 'eval_runtime': 61.9554, 'eval_samples_per_second': 29.973, 'eval_steps_per_second': 1.259, 'epoch': 166.67} {'loss': 0.0045, 'learning_rate': 0.00016671794871794872, 'epoch': 173.08} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:25, 2.98it/s][A 4%|▍ | 3/78 [00:01<00:34, 2.15it/s][A 5%|▌ | 4/78 [00:01<00:39, 1.87it/s][A 6%|▋ | 5/78 [00:02<00:43, 1.67it/s][A 8%|▊ | 6/78 [00:03<00:49, 1.46it/s][A 9%|▉ | 7/78 [00:04<00:54, 1.30it/s][A 10%|█ | 8/78 [00:05<00:57, 1.21it/s][A 12%|█▏ | 9/78 [00:06<00:58, 1.17it/s][A 13%|█▎ | 10/78 [00:07<00:56, 1.19it/s][A 14%|█▍ | 11/78 [00:07<00:54, 1.24it/s][A 15%|█▌ | 12/78 [00:08<00:51, 1.29it/s][A 17%|█▋ | 13/78 [00:09<00:47, 1.37it/s][A 18%|█▊ | 14/78 [00:10<00:48, 1.32it/s][A 19%|█▉ | 15/78 [00:10<00:49, 1.27it/s][A 21%|██ | 16/78 [00:11<00:50, 1.22it/s][A 22%|██▏ | 17/78 [00:12<00:49, 1.22it/s][A 23%|██▎ | 18/78 [00:13<00:52, 1.13it/s][A 24%|██▍ | 19/78 [00:14<00:50, 1.16it/s][A 26%|██▌ | 20/78 [00:15<00:46, 1.26it/s][A 27%|██▋ | 21/78 [00:15<00:46, 1.22it/s][A 28%|██▊ | 22/78 [00:16<00:43, 1.29it/s][A 29%|██▉ | 23/78 [00:17<00:41, 1.33it/s][A 31%|███ | 24/78 [00:18<00:41, 1.32it/s][A 32%|███▏ | 25/78 [00:18<00:39, 1.35it/s][A 33%|███▎ | 26/78 [00:19<00:37, 1.40it/s][A 35%|███▍ | 27/78 [00:20<00:35, 1.42it/s][A 36%|███▌ | 28/78 [00:20<00:36, 1.38it/s][A 37%|███▋ | 29/78 [00:21<00:33, 1.46it/s][A 38%|███▊ | 30/78 [00:22<00:35, 1.36it/s][A 40%|███▉ | 31/78 [00:23<00:33, 1.41it/s][A 41%|████ | 32/78 [00:23<00:32, 1.44it/s][A 42%|████▏ | 33/78 [00:24<00:30, 1.47it/s][A 44%|████▎ | 34/78 [00:24<00:29, 1.51it/s][A 45%|████▍ | 35/78 [00:25<00:27, 1.54it/s][A 46%|████▌ | 36/78 [00:26<00:27, 1.54it/s][A 47%|████▋ | 37/78 [00:26<00:27, 1.47it/s][A 49%|████▊ | 38/78 [00:27<00:28, 1.43it/s][A 50%|█████ | 39/78 [00:28<00:30, 1.26it/s][A 51%|█████▏ | 40/78 [00:29<00:30, 1.24it/s][A 53%|█████▎ | 41/78 [00:30<00:33, 1.12it/s][A 54%|█████▍ | 42/78 [00:31<00:30, 1.16it/s][A 55%|█████▌ | 43/78 [00:32<00:30, 1.15it/s][A 56%|█████▋ | 44/78 [00:33<00:29, 1.16it/s][A 58%|█████▊ | 45/78 [00:33<00:27, 1.19it/s][A 59%|█████▉ | 46/78 [00:35<00:30, 1.04it/s][A 60%|██████ | 47/78 [00:35<00:27, 1.15it/s][A 62%|██████▏ | 48/78 [00:36<00:24, 1.23it/s][A 63%|██████▎ | 49/78 [00:37<00:21, 1.33it/s][A 64%|██████▍ | 50/78 [00:37<00:20, 1.35it/s][A 65%|██████▌ | 51/78 [00:38<00:18, 1.45it/s][A 67%|██████▋ | 52/78 [00:39<00:17, 1.47it/s][A 68%|██████▊ | 53/78 [00:39<00:16, 1.48it/s][A 69%|██████▉ | 54/78 [00:40<00:17, 1.40it/s][A 71%|███████ | 55/78 [00:41<00:17, 1.35it/s][A 72%|███████▏ | 56/78 [00:42<00:16, 1.34it/s][A 73%|███████▎ | 57/78 [00:43<00:18, 1.13it/s][A 74%|███████▍ | 58/78 [00:44<00:17, 1.14it/s][A 76%|███████▌ | 59/78 [00:45<00:17, 1.11it/s][A 77%|███████▋ | 60/78 [00:45<00:15, 1.17it/s][A 78%|███████▊ | 61/78 [00:46<00:14, 1.20it/s][A 79%|███████▉ | 62/78 [00:47<00:13, 1.22it/s][A 81%|████████ | 63/78 [00:48<00:12, 1.23it/s][A 82%|████████▏ | 64/78 [00:49<00:11, 1.23it/s][A 83%|████████▎ | 65/78 [00:49<00:10, 1.24it/s][A 85%|████████▍ | 66/78 [00:50<00:09, 1.28it/s][A 86%|████████▌ | 67/78 [00:51<00:08, 1.27it/s][A 87%|████████▋ | 68/78 [00:52<00:07, 1.28it/s][A 88%|████████▊ | 69/78 [00:52<00:06, 1.30it/s][A 90%|████████▉ | 70/78 [00:53<00:06, 1.24it/s][A 91%|█████████ | 71/78 [00:54<00:05, 1.29it/s][A 92%|█████████▏| 72/78 [00:55<00:04, 1.31it/s][A 94%|█████████▎| 73/78 [00:56<00:03, 1.29it/s][A 95%|█████████▍| 74/78 [00:56<00:03, 1.28it/s][A 96%|█████████▌| 75/78 [00:57<00:02, 1.29it/s][A 97%|█████████▋| 76/78 [00:58<00:01, 1.28it/s][A 99%|█████████▊| 77/78 [00:59<00:00, 1.34it/s][A 100%|██████████| 78/78 [00:59<00:00, 1.66it/s][A [A 68%|██████▊ | 13500/20000 [16:20:59<8:57:36, 4.96s/it] 100%|██████████| 78/78 [01:00<00:00, 1.66it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-13500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-13500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-13500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-13500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-13000] due to args.save_total_limit 68%|██████▊ | 13501/20000 [16:21:15<48:10:41, 26.69s/it] 68%|██████▊ | 13502/20000 [16:21:19<35:54:08, 19.89s/it] 68%|██████▊ | 13503/20000 [16:21:23<27:21:26, 15.16s/it] 68%|██████▊ | 13504/20000 [16:21:27<21:11:37, 11.75s/it] 68%|██████▊ | 13505/20000 [16:21:30<16:43:25, 9.27s/it] 68%|██████▊ | 13506/20000 [16:21:34<13:32:02, 7.50s/it] 68%|██████▊ | 13507/20000 [16:21:37<11:14:04, 6.23s/it] 68%|██████▊ | 13508/20000 [16:21:40<9:34:44, 5.31s/it] 68%|██████▊ | 13509/20000 [16:21:43<8:17:41, 4.60s/it] 68%|██████▊ | 13510/20000 [16:21:46<7:18:30, 4.05s/it] 68%|██████▊ | 13511/20000 [16:21:49<6:31:47, 3.62s/it] 68%|██████▊ | 13512/20000 [16:21:51<5:48:46, 3.23s/it] 68%|██████▊ | 13513/20000 [16:21:53<4:58:34, 2.76s/it] 68%|██████▊ | 13514/20000 [16:22:01<7:50:03, 4.35s/it] 68%|██████▊ | 13515/20000 [16:22:06<8:36:27, 4.78s/it] 68%|██████▊ | 13516/20000 [16:22:12<8:47:09, 4.88s/it] 68%|██████▊ | 13517/20000 [16:22:16<8:43:40, 4.85s/it] 68%|██████▊ | 13518/20000 [16:22:21<8:32:22, 4.74s/it] 68%|██████▊ | 13519/20000 [16:22:25<8:17:27, 4.61s/it] 68%|██████▊ | 13520/20000 [16:22:29<7:59:41, 4.44s/it] 68%|██████▊ | 13521/20000 [16:22:33<7:42:47, 4.29s/it] 68%|██████▊ | 13522/20000 [16:22:37<7:27:43, 4.15s/it] 68%|██████▊ | 13523/20000 [16:22:41<7:11:52, 4.00s/it] 68%|██████▊ | 13524/20000 [16:22:44<6:55:48, 3.85s/it] 68%|██████▊ | 13525/20000 [16:22:47<6:39:51, 3.71s/it] 68%|██████▊ | 13526/20000 [16:22:51<6:24:39, 3.56s/it] 68%|██████▊ | 13527/20000 [16:22:54<6:10:06, 3.43s/it] 68%|██████▊ | 13528/20000 [16:22:57<5:53:46, 3.28s/it] 68%|██████▊ | 13529/20000 [16:23:00<5:38:19, 3.14s/it] 68%|██████▊ | 13530/20000 [16:23:02<5:21:14, 2.98s/it] 68%|██████▊ | 13531/20000 [16:23:04<4:59:03, 2.77s/it] 68%|██████▊ | 13532/20000 [16:23:06<4:24:15, 2.45s/it] 68%|██████▊ | 13533/20000 [16:23:14<7:27:20, 4.15s/it] 68%|██████▊ | 13534/20000 [16:23:20<8:23:14, 4.67s/it] 68%|██████▊ | 13535/20000 [16:23:25<8:41:00, 4.84s/it] 68%|██████▊ | 13536/20000 [16:23:30<8:40:55, 4.84s/it] 68%|██████▊ | 13537/20000 [16:23:35<8:32:06, 4.75s/it] 68%|██████▊ | 13538/20000 [16:23:39<8:19:43, 4.64s/it] 68%|██████▊ | 13539/20000 [16:23:43<8:05:01, 4.50s/it] 68%|██████▊ | 13540/20000 [16:23:47<7:48:16, 4.35s/it] 68%|██████▊ | 13541/20000 [16:23:51<7:31:22, 4.19s/it] 68%|██████▊ | 13542/20000 [16:23:55<7:14:04, 4.03s/it] 68%|██████▊ | 13543/20000 [16:23:58<6:57:34, 3.88s/it] 68%|██████▊ | 13544/20000 [16:24:02<6:41:20, 3.73s/it] 68%|██████▊ | 13545/20000 [16:24:05<6:25:44, 3.59s/it] 68%|██████▊ | 13546/20000 [16:24:08<6:10:07, 3.44s/it] 68%|██████▊ | 13547/20000 [16:24:11<5:51:57, 3.27s/it] 68%|██████▊ | 13548/20000 [16:24:14<5:35:41, 3.12s/it] 68%|██████▊ | 13549/20000 [16:24:16<5:17:58, 2.96s/it] 68%|██████▊ | 13550/20000 [16:24:19<4:57:27, 2.77s/it] 68%|██████▊ | 13551/20000 [16:24:20<4:25:55, 2.47s/it] 68%|██████▊ | 13552/20000 [16:24:29<7:38:51, 4.27s/it] 68%|██████▊ | 13553/20000 [16:24:35<8:36:22, 4.81s/it] 68%|██████▊ | 13554/20000 [16:24:40<8:53:03, 4.96s/it] 68%|██████▊ | 13555/20000 [16:24:45<8:48:47, 4.92s/it] 68%|██████▊ | 13556/20000 [16:24:50<8:37:45, 4.82s/it] 68%|██████▊ | 13557/20000 [16:24:54<8:24:43, 4.70s/it] 68%|██████▊ | 13558/20000 [16:24:58<8:04:05, 4.51s/it] 68%|██████▊ | 13559/20000 [16:25:02<7:46:09, 4.34s/it] 68%|██████▊ | 13560/20000 [16:25:06<7:29:15, 4.19s/it] 68%|██████▊ | 13561/20000 [16:25:10<7:11:36, 4.02s/it] 68%|██████▊ | 13562/20000 [16:25:13<6:54:30, 3.86s/it] 68%|██████▊ | 13563/20000 [16:25:16<6:38:23, 3.71s/it] 68%|██████▊ | 13564/20000 [16:25:20<6:23:34, 3.58s/it] 68%|██████▊ | 13565/20000 [16:25:23<6:13:13, 3.48s/it] 68%|██████▊ | 13566/20000 [16:25:26<6:01:24, 3.37s/it] 68%|██████▊ | 13567/20000 [16:25:29<5:47:28, 3.24s/it] 68%|██████▊ | 13568/20000 [16:25:32<5:31:49, 3.10s/it] 68%|██████▊ | 13569/20000 [16:25:34<5:12:27, 2.92s/it] 68%|██████▊ | 13570/20000 [16:25:36<4:40:28, 2.62s/it] 68%|██████▊ | 13571/20000 [16:25:42<6:23:43, 3.58s/it] 68%|██████▊ | 13572/20000 [16:25:45<6:08:10, 3.44s/it] 68%|██████▊ | 13573/20000 [16:25:55<9:36:33, 5.38s/it] 68%|██████▊ | 13574/20000 [16:26:01<10:05:02, 5.65s/it] 68%|██████▊ | 13575/20000 [16:26:07<9:56:05, 5.57s/it] 68%|██████▊ | 13576/20000 [16:26:12<9:35:26, 5.37s/it] 68%|██████▊ | 13577/20000 [16:26:16<9:12:47, 5.16s/it] 68%|██████▊ | 13578/20000 [16:26:21<8:50:38, 4.96s/it] 68%|██████▊ | 13579/20000 [16:26:25<8:27:48, 4.75s/it] 68%|██████▊ | 13580/20000 [16:26:29<8:07:08, 4.55s/it] 68%|██████▊ | 13581/20000 [16:26:33<7:46:21, 4.36s/it] 68%|██████▊ | 13582/20000 [16:26:37<7:27:39, 4.19s/it] 68%|██████▊ | 13583/20000 [16:26:40<7:09:04, 4.01s/it] 68%|██████▊ | 13584/20000 [16:26:44<6:53:20, 3.87s/it] 68%|██████▊ | 13585/20000 [16:26:47<6:36:29, 3.71s/it] 68%|██████▊ | 13586/20000 [16:26:50<6:19:05, 3.55s/it] 68%|██████▊ | 13587/20000 [16:26:53<6:02:26, 3.39s/it] 68%|██████▊ | 13588/20000 [16:26:56<5:44:26, 3.22s/it] 68%|██████▊ | 13589/20000 [16:26:59<5:26:06, 3.05s/it] 68%|██████▊ | 13590/20000 [16:27:01<5:05:45, 2.86s/it] 68%|██████▊ | 13591/20000 [16:27:03<4:32:52, 2.55s/it] 68%|██████▊ | 13592/20000 [16:27:12<7:48:45, 4.39s/it] 68%|██████▊ | 13593/20000 [16:27:18<8:43:15, 4.90s/it] 68%|██████▊ | 13594/20000 [16:27:23<8:59:54, 5.06s/it] 68%|██████▊ | 13595/20000 [16:27:28<8:58:01, 5.04s/it] 68%|██████▊ | 13596/20000 [16:27:33<8:49:02, 4.96s/it] 68%|██████▊ | 13597/20000 [16:27:38<8:35:39, 4.83s/it] 68%|██████▊ | 13598/20000 [16:27:42<8:18:43, 4.67s/it] 68%|██████▊ | 13599/20000 [16:27:46<8:00:10, 4.50s/it] 68%|██████▊ | 13600/20000 [16:27:50<7:42:03, 4.33s/it] 68%|██████▊ | 13601/20000 [16:27:54<7:23:17, 4.16s/it] 68%|██████▊ | 13602/20000 [16:27:57<7:06:02, 4.00s/it] 68%|██████▊ | 13603/20000 [16:28:01<6:48:53, 3.84s/it] 68%|██████▊ | 13604/20000 [16:28:04<6:28:24, 3.64s/it] 68%|██████▊ | 13605/20000 [16:28:07<6:11:14, 3.48s/it] 68%|██████▊ | 13606/20000 [16:28:10<5:53:08, 3.31s/it] 68%|██████▊ | 13607/20000 [16:28:13<5:36:07, 3.15s/it] 68%|██████▊ | 13608/20000 [16:28:15<5:18:26, 2.99s/it] 68%|██████▊ | 13609/20000 [16:28:18<4:57:51, 2.80s/it] 68%|██████▊ | 13610/20000 [16:28:20<4:26:00, 2.50s/it] 68%|██████▊ | 13611/20000 [16:28:28<7:33:43, 4.26s/it] 68%|██████▊ | 13612/20000 [16:28:34<8:25:04, 4.74s/it] 68%|██████▊ | 13613/20000 [16:28:39<8:39:39, 4.88s/it] 68%|██████▊ | 13614/20000 [16:28:44<8:37:19, 4.86s/it] 68%|██████▊ | 13615/20000 [16:28:48<8:26:33, 4.76s/it] 68%|██████▊ | 13616/20000 [16:28:53<8:12:31, 4.63s/it] 68%|██████▊ | 13617/20000 [16:28:57<7:55:54, 4.47s/it] 68%|██████▊ | 13618/20000 [16:29:01<7:39:33, 4.32s/it] 68%|██████▊ | 13619/20000 [16:29:05<7:22:40, 4.16s/it] 68%|██████▊ | 13620/20000 [16:29:08<7:07:38, 4.02s/it] 68%|██████▊ | 13621/20000 [16:29:12<6:51:47, 3.87s/it] 68%|██████▊ | 13622/20000 [16:29:15<6:37:19, 3.74s/it] 68%|██████▊ | 13623/20000 [16:29:18<6:21:43, 3.59s/it] 68%|██████▊ | 13624/20000 [16:29:22<6:08:34, 3.47s/it] 68%|██████▊ | 13625/20000 [16:29:25<5:53:07, 3.32s/it] 68%|██████▊ | 13626/20000 [16:29:27<5:37:12, 3.17s/it] 68%|██████▊ | 13627/20000 [16:29:30<5:22:54, 3.04s/it] 68%|██████▊ | 13628/20000 [16:29:33<5:04:16, 2.87s/it] 68%|██████▊ | 13629/20000 [16:29:34<4:31:04, 2.55s/it] 68%|██████▊ | 13630/20000 [16:29:43<7:33:21, 4.27s/it] 68%|██████▊ | 13631/20000 [16:29:49<8:30:00, 4.80s/it] 68%|██████▊ | 13632/20000 [16:29:54<8:48:01, 4.98s/it] 68%|██████▊ | 13633/20000 [16:29:59<8:44:24, 4.94s/it] 68%|██████▊ | 13634/20000 [16:30:04<8:34:05, 4.85s/it] 68%|██████▊ | 13635/20000 [16:30:08<8:19:41, 4.71s/it] 68%|██████▊ | 13636/20000 [16:30:12<8:01:34, 4.54s/it] 68%|██████▊ | 13637/20000 [16:30:16<7:44:04, 4.38s/it] 68%|██████▊ | 13638/20000 [16:30:20<7:26:58, 4.22s/it] 68%|██████▊ | 13639/20000 [16:30:24<7:10:22, 4.06s/it] 68%|██████▊ | 13640/20000 [16:30:27<6:53:14, 3.90s/it] 68%|██████▊ | 13641/20000 [16:30:31<6:37:05, 3.75s/it] 68%|██████▊ | 13642/20000 [16:30:34<6:21:17, 3.60s/it] 68%|██████▊ | 13643/20000 [16:30:37<6:05:12, 3.45s/it] 68%|██████▊ | 13644/20000 [16:30:40<5:49:12, 3.30s/it] 68%|██████▊ | 13645/20000 [16:30:43<5:33:58, 3.15s/it] 68%|██████▊ | 13646/20000 [16:30:45<5:16:41, 2.99s/it] 68%|██████▊ | 13647/20000 [16:30:48<4:54:31, 2.78s/it] 68%|██████▊ | 13648/20000 [16:30:49<4:18:59, 2.45s/it] 68%|██████▊ | 13649/20000 [16:30:55<5:47:42, 3.28s/it] 68%|██████▊ | 13650/20000 [16:30:57<5:30:40, 3.12s/it] 68%|██████▊ | 13651/20000 [16:31:07<8:49:32, 5.00s/it] 68%|██████▊ | 13652/20000 [16:31:13<9:16:52, 5.26s/it] 68%|██████▊ | 13653/20000 [16:31:18<9:15:11, 5.25s/it] 68%|██████▊ | 13654/20000 [16:31:23<9:00:20, 5.11s/it] 68%|██████▊ | 13655/20000 [16:31:27<8:42:27, 4.94s/it] 68%|██████▊ | 13656/20000 [16:31:31<8:21:45, 4.75s/it] 68%|██████▊ | 13657/20000 [16:31:35<7:59:28, 4.54s/it] 68%|██████▊ | 13658/20000 [16:31:39<7:38:48, 4.34s/it] 68%|██████▊ | 13659/20000 [16:31:43<7:20:54, 4.17s/it] 68%|██████▊ | 13660/20000 [16:31:47<7:06:26, 4.04s/it] 68%|██████▊ | 13661/20000 [16:31:50<6:54:10, 3.92s/it] 68%|██████▊ | 13662/20000 [16:31:54<6:40:37, 3.79s/it] 68%|██████▊ | 13663/20000 [16:31:57<6:24:59, 3.65s/it] 68%|██████▊ | 13664/20000 [16:32:00<6:08:44, 3.49s/it] 68%|██████▊ | 13665/20000 [16:32:03<5:50:06, 3.32s/it] 68%|██████▊ | 13666/20000 [16:32:06<5:32:50, 3.15s/it] 68%|██████▊ | 13667/20000 [16:32:09<5:14:39, 2.98s/it] 68%|██████▊ | 13668/20000 [16:32:11<4:53:35, 2.78s/it] 68%|██████▊ | 13669/20000 [16:32:13<4:22:01, 2.48s/it] 68%|██████▊ | 13670/20000 [16:32:20<7:07:53, 4.06s/it] 68%|██████▊ | 13671/20000 [16:32:26<8:07:50, 4.62s/it] 68%|██████▊ | 13672/20000 [16:32:32<8:27:38, 4.81s/it] 68%|██████▊ | 13673/20000 [16:32:36<8:27:27, 4.81s/it] 68%|██████▊ | 13674/20000 [16:32:41<8:18:48, 4.73s/it] 68%|██████▊ | 13675/20000 [16:32:45<8:06:26, 4.61s/it] 68%|██████▊ | 13676/20000 [16:32:49<7:49:17, 4.45s/it] 68%|██████▊ | 13677/20000 [16:32:53<7:32:38, 4.30s/it] 68%|██████▊ | 13678/20000 [16:32:57<7:16:55, 4.15s/it] 68%|██████▊ | 13679/20000 [16:33:01<7:01:36, 4.00s/it] 68%|██████▊ | 13680/20000 [16:33:04<6:46:18, 3.86s/it] 68%|██████▊ | 13681/20000 [16:33:08<6:32:03, 3.72s/it] 68%|██████▊ | 13682/20000 [16:33:11<6:17:26, 3.58s/it] 68%|██████▊ | 13683/20000 [16:33:14<6:04:32, 3.46s/it] 68%|██████▊ | 13684/20000 [16:33:17<5:48:50, 3.31s/it] 68%|██████▊ | 13685/20000 [16:33:20<5:32:05, 3.16s/it] 68%|██████▊ | 13686/20000 [16:33:23<5:14:49, 2.99s/it] 68%|██████▊ | 13687/20000 [16:33:25<4:54:49, 2.80s/it] 68%|██████▊ | 13688/20000 [16:33:27<4:23:09, 2.50s/it] 68%|██████▊ | 13689/20000 [16:33:35<7:31:51, 4.30s/it] 68%|██████▊ | 13690/20000 [16:33:41<8:20:55, 4.76s/it] 68%|██████▊ | 13691/20000 [16:33:46<8:34:11, 4.89s/it] 68%|██████▊ | 13692/20000 [16:33:51<8:32:57, 4.88s/it] 68%|██████▊ | 13693/20000 [16:33:56<8:22:05, 4.78s/it] 68%|██████▊ | 13694/20000 [16:34:00<8:09:36, 4.66s/it] 68%|██████▊ | 13695/20000 [16:34:04<7:52:34, 4.50s/it] 68%|██████▊ | 13696/20000 [16:34:08<7:34:39, 4.33s/it] 68%|██████▊ | 13697/20000 [16:34:12<7:17:35, 4.17s/it] 68%|██████▊ | 13698/20000 [16:34:15<7:00:35, 4.00s/it] 68%|██████▊ | 13699/20000 [16:34:19<6:44:57, 3.86s/it] 68%|██████▊ | 13700/20000 [16:34:22<6:29:02, 3.71s/it] 69%|██████▊ | 13701/20000 [16:34:26<6:14:08, 3.56s/it] 69%|██████▊ | 13702/20000 [16:34:29<6:01:21, 3.44s/it] 69%|██████▊ | 13703/20000 [16:34:32<5:45:16, 3.29s/it] 69%|██████▊ | 13704/20000 [16:34:34<5:29:53, 3.14s/it] 69%|██████▊ | 13705/20000 [16:34:37<5:13:45, 2.99s/it] 69%|██████▊ | 13706/20000 [16:34:39<4:54:15, 2.81s/it] 69%|██████▊ | 13707/20000 [16:34:41<4:21:20, 2.49s/it] 69%|██████▊ | 13708/20000 [16:34:50<7:25:11, 4.25s/it] 69%|██████▊ | 13709/20000 [16:34:56<8:28:56, 4.85s/it] 69%|██████▊ | 13710/20000 [16:35:01<8:48:27, 5.04s/it] 69%|██████▊ | 13711/20000 [16:35:06<8:47:34, 5.03s/it] 69%|██████▊ | 13712/20000 [16:35:11<8:37:47, 4.94s/it] 69%|██████▊ | 13713/20000 [16:35:16<8:24:52, 4.82s/it] 69%|██████▊ | 13714/20000 [16:35:20<8:06:24, 4.64s/it] 69%|██████▊ | 13715/20000 [16:35:24<7:48:14, 4.47s/it] 69%|██████▊ | 13716/20000 [16:35:28<7:31:50, 4.31s/it] 69%|██████▊ | 13717/20000 [16:35:32<7:13:12, 4.14s/it] 69%|██████▊ | 13718/20000 [16:35:35<6:55:17, 3.97s/it] 69%|██████▊ | 13719/20000 [16:35:39<6:38:49, 3.81s/it] 69%|██████▊ | 13720/20000 [16:35:42<6:24:03, 3.67s/it] 69%|██████▊ | 13721/20000 [16:35:45<6:09:37, 3.53s/it] 69%|██████▊ | 13722/20000 [16:35:48<5:51:36, 3.36s/it] 69%|██████▊ | 13723/20000 [16:35:51<5:34:11, 3.19s/it] 69%|██████▊ | 13724/20000 [16:35:54<5:16:47, 3.03s/it] 69%|██████▊ | 13725/20000 [16:35:56<4:57:04, 2.84s/it] 69%|██████▊ | 13726/20000 [16:35:58<4:23:43, 2.52s/it] 69%|██████▊ | 13727/20000 [16:36:03<5:56:22, 3.41s/it] 69%|██████▊ | 13728/20000 [16:36:06<5:35:05, 3.21s/it] 69%|██████▊ | 13729/20000 [16:36:15<8:53:23, 5.10s/it] 69%|██████▊ | 13730/20000 [16:36:21<9:20:15, 5.36s/it] 69%|██████▊ | 13731/20000 [16:36:27<9:16:18, 5.32s/it] 69%|██████▊ | 13732/20000 [16:36:31<9:00:30, 5.17s/it] 69%|██████▊ | 13733/20000 [16:36:36<8:42:22, 5.00s/it] 69%|██████▊ | 13734/20000 [16:36:40<8:23:42, 4.82s/it] 69%|██████▊ | 13735/20000 [16:36:45<8:03:39, 4.63s/it] 69%|██████▊ | 13736/20000 [16:36:49<7:46:07, 4.46s/it] 69%|██████▊ | 13737/20000 [16:36:53<7:27:31, 4.29s/it] 69%|██████▊ | 13738/20000 [16:36:56<7:09:45, 4.12s/it] 69%|██████▊ | 13739/20000 [16:37:00<6:51:59, 3.95s/it] 69%|██████▊ | 13740/20000 [16:37:03<6:36:11, 3.80s/it] 69%|██████▊ | 13741/20000 [16:37:07<6:20:33, 3.65s/it] 69%|██████▊ | 13742/20000 [16:37:10<6:06:10, 3.51s/it] 69%|██████▊ | 13743/20000 [16:37:13<5:50:12, 3.36s/it] 69%|██████▊ | 13744/20000 [16:37:16<5:34:51, 3.21s/it] 69%|██████▊ | 13745/20000 [16:37:18<5:17:01, 3.04s/it] 69%|██████▊ | 13746/20000 [16:37:21<4:56:11, 2.84s/it] 69%|██████▊ | 13747/20000 [16:37:23<4:23:12, 2.53s/it] 69%|██████▊ | 13748/20000 [16:37:31<7:40:50, 4.42s/it] 69%|██████▊ | 13749/20000 [16:37:37<8:33:15, 4.93s/it] 69%|██████▉ | 13750/20000 [16:37:43<8:50:31, 5.09s/it] 69%|██████▉ | 13751/20000 [16:37:48<8:49:14, 5.08s/it] 69%|██████▉ | 13752/20000 [16:37:53<8:40:45, 5.00s/it] 69%|██████▉ | 13753/20000 [16:37:57<8:29:51, 4.90s/it] 69%|██████▉ | 13754/20000 [16:38:02<8:14:29, 4.75s/it] 69%|██████▉ | 13755/20000 [16:38:06<7:54:58, 4.56s/it] 69%|██████▉ | 13756/20000 [16:38:10<7:33:28, 4.36s/it] 69%|██████▉ | 13757/20000 [16:38:14<7:14:04, 4.17s/it] 69%|██████▉ | 13758/20000 [16:38:17<6:55:34, 3.99s/it] 69%|██████▉ | 13759/20000 [16:38:21<6:38:32, 3.83s/it] 69%|██████▉ | 13760/20000 [16:38:24<6:22:11, 3.67s/it] 69%|██████▉ | 13761/20000 [16:38:27<6:07:25, 3.53s/it] 69%|██████▉ | 13762/20000 [16:38:30<5:50:59, 3.38s/it] 69%|██████▉ | 13763/20000 [16:38:33<5:34:25, 3.22s/it] 69%|██████▉ | 13764/20000 [16:38:36<5:18:43, 3.07s/it] 69%|██████▉ | 13765/20000 [16:38:38<4:58:16, 2.87s/it] 69%|██████▉ | 13766/20000 [16:38:40<4:24:04, 2.54s/it] 69%|██████▉ | 13767/20000 [16:38:48<7:11:07, 4.15s/it] 69%|██████▉ | 13768/20000 [16:38:54<8:11:01, 4.73s/it] 69%|██████▉ | 13769/20000 [16:38:59<8:33:01, 4.94s/it] 69%|██████▉ | 13770/20000 [16:39:04<8:36:29, 4.97s/it] 69%|██████▉ | 13771/20000 [16:39:09<8:30:33, 4.92s/it] 69%|██████▉ | 13772/20000 [16:39:14<8:17:27, 4.79s/it] 69%|██████▉ | 13773/20000 [16:39:18<7:59:30, 4.62s/it] 69%|██████▉ | 13774/20000 [16:39:22<7:41:44, 4.45s/it] 69%|██████▉ | 13775/20000 [16:39:26<7:26:06, 4.30s/it] 69%|██████▉ | 13776/20000 [16:39:30<7:11:23, 4.16s/it] 69%|██████▉ | 13777/20000 [16:39:33<6:54:14, 3.99s/it] 69%|██████▉ | 13778/20000 [16:39:37<6:38:05, 3.84s/it] 69%|██████▉ | 13779/20000 [16:39:40<6:22:14, 3.69s/it] 69%|██████▉ | 13780/20000 [16:39:43<6:07:57, 3.55s/it] 69%|██████▉ | 13781/20000 [16:39:46<5:51:36, 3.39s/it] 69%|██████▉ | 13782/20000 [16:39:49<5:35:55, 3.24s/it] 69%|██████▉ | 13783/20000 [16:39:52<5:17:45, 3.07s/it] 69%|██████▉ | 13784/20000 [16:39:54<4:57:02, 2.87s/it] 69%|██████▉ | 13785/20000 [16:39:56<4:23:52, 2.55s/it] 69%|██████▉ | 13786/20000 [16:40:05<7:25:54, 4.31s/it] 69%|██████▉ | 13787/20000 [16:40:11<8:20:37, 4.83s/it] 69%|██████▉ | 13788/20000 [16:40:16<8:39:05, 5.01s/it] 69%|██████▉ | 13789/20000 [16:40:21<8:37:06, 5.00s/it] 69%|██████▉ | 13790/20000 [16:40:26<8:25:50, 4.89s/it] 69%|██████▉ | 13791/20000 [16:40:30<8:11:56, 4.75s/it] 69%|██████▉ | 13792/20000 [16:40:34<7:54:13, 4.58s/it] 69%|██████▉ | 13793/20000 [16:40:38<7:37:50, 4.43s/it] 69%|██████▉ | 13794/20000 [16:40:42<7:22:26, 4.28s/it] 69%|██████▉ | 13795/20000 [16:40:46<7:06:17, 4.12s/it] 69%|██████▉ | 13796/20000 [16:40:50<6:50:23, 3.97s/it] 69%|██████▉ | 13797/20000 [16:40:53<6:36:36, 3.84s/it] 69%|██████▉ | 13798/20000 [16:40:56<6:20:50, 3.68s/it] 69%|██████▉ | 13799/20000 [16:41:00<6:06:42, 3.55s/it] 69%|██████▉ | 13800/20000 [16:41:03<5:49:32, 3.38s/it] 69%|██████▉ | 13801/20000 [16:41:06<5:33:48, 3.23s/it] 69%|██████▉ | 13802/20000 [16:41:08<5:17:49, 3.08s/it] 69%|██████▉ | 13803/20000 [16:41:11<4:55:12, 2.86s/it] 69%|██████▉ | 13804/20000 [16:41:12<4:20:47, 2.53s/it] 69%|██████▉ | 13805/20000 [16:41:18<5:43:25, 3.33s/it] 69%|██████▉ | 13806/20000 [16:41:20<5:25:17, 3.15s/it] 69%|██████▉ | 13807/20000 [16:41:30<8:41:15, 5.05s/it] 69%|██████▉ | 13808/20000 [16:41:36<9:06:19, 5.29s/it] 69%|██████▉ | 13809/20000 [16:41:41<9:05:06, 5.28s/it] 69%|██████▉ | 13810/20000 [16:41:46<8:50:39, 5.14s/it] 69%|██████▉ | 13811/20000 [16:41:50<8:32:06, 4.96s/it] 69%|██████▉ | 13812/20000 [16:41:55<8:16:54, 4.82s/it] 69%|██████▉ | 13813/20000 [16:41:59<7:58:10, 4.64s/it] 69%|██████▉ | 13814/20000 [16:42:03<7:39:45, 4.46s/it] 69%|██████▉ | 13815/20000 [16:42:07<7:23:58, 4.31s/it] 69%|██████▉ | 13816/20000 [16:42:11<7:08:00, 4.15s/it] 69%|██████▉ | 13817/20000 [16:42:14<6:47:55, 3.96s/it] 69%|██████▉ | 13818/20000 [16:42:18<6:29:14, 3.78s/it] 69%|██████▉ | 13819/20000 [16:42:21<6:12:30, 3.62s/it] 69%|██████▉ | 13820/20000 [16:42:24<5:57:21, 3.47s/it] 69%|██████▉ | 13821/20000 [16:42:27<5:38:51, 3.29s/it] 69%|██████▉ | 13822/20000 [16:42:30<5:21:42, 3.12s/it] 69%|██████▉ | 13823/20000 [16:42:32<5:03:55, 2.95s/it] 69%|██████▉ | 13824/20000 [16:42:35<4:44:34, 2.76s/it] 69%|██████▉ | 13825/20000 [16:42:36<4:13:36, 2.46s/it] 69%|██████▉ | 13826/20000 [16:42:45<7:16:19, 4.24s/it] 69%|██████▉ | 13827/20000 [16:42:51<8:11:18, 4.78s/it] 69%|██████▉ | 13828/20000 [16:42:56<8:27:49, 4.94s/it] 69%|██████▉ | 13829/20000 [16:43:01<8:26:41, 4.93s/it] 69%|██████▉ | 13830/20000 [16:43:05<8:16:11, 4.83s/it] 69%|██████▉ | 13831/20000 [16:43:10<8:02:32, 4.69s/it] 69%|██████▉ | 13832/20000 [16:43:14<7:44:06, 4.51s/it] 69%|██████▉ | 13833/20000 [16:43:18<7:26:37, 4.35s/it] 69%|██████▉ | 13834/20000 [16:43:22<7:10:22, 4.19s/it] 69%|██████▉ | 13835/20000 [16:43:25<6:54:59, 4.04s/it] 69%|██████▉ | 13836/20000 [16:43:29<6:38:33, 3.88s/it] 69%|██████▉ | 13837/20000 [16:43:32<6:23:12, 3.73s/it] 69%|██████▉ | 13838/20000 [16:43:36<6:08:24, 3.59s/it] 69%|██████▉ | 13839/20000 [16:43:39<5:55:49, 3.47s/it] 69%|██████▉ | 13840/20000 [16:43:42<5:40:13, 3.31s/it] 69%|██████▉ | 13841/20000 [16:43:45<5:24:25, 3.16s/it] 69%|██████▉ | 13842/20000 [16:43:47<5:07:30, 3.00s/it] 69%|██████▉ | 13843/20000 [16:43:49<4:47:51, 2.81s/it] 69%|██████▉ | 13844/20000 [16:43:51<4:14:11, 2.48s/it] 69%|██████▉ | 13845/20000 [16:43:59<7:12:48, 4.22s/it] 69%|██████▉ | 13846/20000 [16:44:06<8:12:21, 4.80s/it] 69%|██████▉ | 13847/20000 [16:44:11<8:31:11, 4.98s/it] 69%|██████▉ | 13848/20000 [16:44:16<8:32:25, 5.00s/it] 69%|██████▉ | 13849/20000 [16:44:21<8:22:50, 4.90s/it] 69%|██████▉ | 13850/20000 [16:44:25<8:12:04, 4.80s/it] 69%|██████▉ | 13851/20000 [16:44:30<7:56:41, 4.65s/it] 69%|██████▉ | 13852/20000 [16:44:34<7:38:12, 4.47s/it] 69%|██████▉ | 13853/20000 [16:44:38<7:22:45, 4.32s/it] 69%|██████▉ | 13854/20000 [16:44:42<7:08:40, 4.18s/it] 69%|██████▉ | 13855/20000 [16:44:45<6:53:12, 4.03s/it] 69%|██████▉ | 13856/20000 [16:44:49<6:36:27, 3.87s/it] 69%|██████▉ | 13857/20000 [16:44:52<6:21:07, 3.72s/it] 69%|██████▉ | 13858/20000 [16:44:55<6:05:36, 3.57s/it] 69%|██████▉ | 13859/20000 [16:44:58<5:49:33, 3.42s/it] 69%|██████▉ | 13860/20000 [16:45:01<5:34:31, 3.27s/it] 69%|██████▉ | 13861/20000 [16:45:04<5:18:35, 3.11s/it] 69%|██████▉ | 13862/20000 [16:45:06<4:58:29, 2.92s/it] 69%|██████▉ | 13863/20000 [16:45:08<4:26:38, 2.61s/it] 69%|██████▉ | 13864/20000 [16:45:17<7:29:10, 4.39s/it] 69%|██████▉ | 13865/20000 [16:45:23<8:20:18, 4.89s/it] 69%|██████▉ | 13866/20000 [16:45:28<8:36:43, 5.05s/it] 69%|██████▉ | 13867/20000 [16:45:33<8:33:24, 5.02s/it] 69%|██████▉ | 13868/20000 [16:45:38<8:22:30, 4.92s/it] 69%|██████▉ | 13869/20000 [16:45:42<8:08:09, 4.78s/it] 69%|██████▉ | 13870/20000 [16:45:47<7:52:28, 4.62s/it] 69%|██████▉ | 13871/20000 [16:45:51<7:34:26, 4.45s/it] 69%|██████▉ | 13872/20000 [16:45:55<7:20:32, 4.31s/it] 69%|██████▉ | 13873/20000 [16:45:59<7:02:31, 4.14s/it] 69%|██████▉ | 13874/20000 [16:46:02<6:46:25, 3.98s/it] 69%|██████▉ | 13875/20000 [16:46:06<6:28:58, 3.81s/it] 69%|██████▉ | 13876/20000 [16:46:09<6:14:39, 3.67s/it] 69%|██████▉ | 13877/20000 [16:46:12<6:02:25, 3.55s/it] 69%|██████▉ | 13878/20000 [16:46:15<5:49:01, 3.42s/it] 69%|██████▉ | 13879/20000 [16:46:18<5:32:58, 3.26s/it] 69%|██████▉ | 13880/20000 [16:46:21<5:15:07, 3.09s/it] 69%|██████▉ | 13881/20000 [16:46:23<4:53:58, 2.88s/it] 69%|██████▉ | 13882/20000 [16:46:25<4:19:21, 2.54s/it] 69%|██████▉ | 13883/20000 [16:46:30<5:36:49, 3.30s/it] 69%|██████▉ | 13884/20000 [16:46:33<5:18:20, 3.12s/it] 69%|██████▉ | 13885/20000 [16:46:43<8:48:06, 5.18s/it] 69%|██████▉ | 13886/20000 [16:46:49<9:21:31, 5.51s/it] 69%|██████▉ | 13887/20000 [16:46:55<9:23:35, 5.53s/it] 69%|██████▉ | 13888/20000 [16:47:00<9:09:13, 5.39s/it] 69%|██████▉ | 13889/20000 [16:47:05<8:51:36, 5.22s/it] 69%|██████▉ | 13890/20000 [16:47:09<8:28:06, 4.99s/it] 69%|██████▉ | 13891/20000 [16:47:13<8:05:49, 4.77s/it] 69%|██████▉ | 13892/20000 [16:47:17<7:42:41, 4.55s/it] 69%|██████▉ | 13893/20000 [16:47:21<7:24:03, 4.36s/it] 69%|██████▉ | 13894/20000 [16:47:25<7:04:33, 4.17s/it] 69%|██████▉ | 13895/20000 [16:47:29<6:46:44, 4.00s/it] 69%|██████▉ | 13896/20000 [16:47:32<6:30:24, 3.84s/it] 69%|██████▉ | 13897/20000 [16:47:35<6:15:22, 3.69s/it] 69%|██████▉ | 13898/20000 [16:47:39<6:02:32, 3.56s/it] 69%|██████▉ | 13899/20000 [16:47:42<5:45:57, 3.40s/it] 70%|██████▉ | 13900/20000 [16:47:44<5:28:48, 3.23s/it] 70%|██████▉ | 13901/20000 [16:47:47<5:10:47, 3.06s/it] 70%|██████▉ | 13902/20000 [16:47:50<4:51:09, 2.86s/it] 70%|██████▉ | 13903/20000 [16:47:51<4:18:29, 2.54s/it] 70%|██████▉ | 13904/20000 [16:47:59<7:05:05, 4.18s/it] 70%|██████▉ | 13905/20000 [16:48:05<8:04:42, 4.77s/it] 70%|██████▉ | 13906/20000 [16:48:11<8:30:47, 5.03s/it] 70%|██████▉ | 13907/20000 [16:48:16<8:24:21, 4.97s/it] 70%|██████▉ | 13908/20000 [16:48:20<8:11:30, 4.84s/it] 70%|██████▉ | 13909/20000 [16:48:25<7:56:25, 4.69s/it] 70%|██████▉ | 13910/20000 [16:48:29<7:38:27, 4.52s/it] 70%|██████▉ | 13911/20000 [16:48:33<7:21:38, 4.35s/it] 70%|██████▉ | 13912/20000 [16:48:37<7:04:55, 4.19s/it] 70%|██████▉ | 13913/20000 [16:48:40<6:48:52, 4.03s/it] 70%|██████▉ | 13914/20000 [16:48:44<6:33:21, 3.88s/it] 70%|██████▉ | 13915/20000 [16:48:47<6:18:43, 3.73s/it] 70%|██████▉ | 13916/20000 [16:48:51<6:03:50, 3.59s/it] 70%|██████▉ | 13917/20000 [16:48:54<5:50:32, 3.46s/it] 70%|██████▉ | 13918/20000 [16:48:57<5:34:58, 3.30s/it] 70%|██████▉ | 13919/20000 [16:48:59<5:18:44, 3.14s/it] 70%|██████▉ | 13920/20000 [16:49:02<5:01:57, 2.98s/it] 70%|██████▉ | 13921/20000 [16:49:04<4:42:39, 2.79s/it] 70%|██████▉ | 13922/20000 [16:49:06<4:11:42, 2.48s/it] 70%|██████▉ | 13923/20000 [16:49:14<7:06:40, 4.21s/it] 70%|██████▉ | 13924/20000 [16:49:20<7:55:06, 4.69s/it] 70%|██████▉ | 13925/20000 [16:49:25<8:09:35, 4.84s/it] 70%|██████▉ | 13926/20000 [16:49:30<8:06:48, 4.81s/it] 70%|██████▉ | 13927/20000 [16:49:35<7:57:21, 4.72s/it] 70%|██████▉ | 13928/20000 [16:49:39<7:46:02, 4.61s/it] 70%|██████▉ | 13929/20000 [16:49:43<7:27:49, 4.43s/it] 70%|██████▉ | 13930/20000 [16:49:47<7:10:51, 4.26s/it] 70%|██████▉ | 13931/20000 [16:49:51<6:56:34, 4.12s/it] 70%|██████▉ | 13932/20000 [16:49:54<6:40:39, 3.96s/it] 70%|██████▉ | 13933/20000 [16:49:58<6:26:19, 3.82s/it] 70%|██████▉ | 13934/20000 [16:50:01<6:13:14, 3.69s/it] 70%|██████▉ | 13935/20000 [16:50:04<5:58:46, 3.55s/it] 70%|██████▉ | 13936/20000 [16:50:07<5:44:25, 3.41s/it] 70%|██████▉ | 13937/20000 [16:50:10<5:29:54, 3.26s/it] 70%|██████▉ | 13938/20000 [16:50:13<5:16:42, 3.13s/it] 70%|██████▉ | 13939/20000 [16:50:16<5:02:56, 3.00s/it] 70%|██████▉ | 13940/20000 [16:50:18<4:43:16, 2.80s/it] 70%|██████▉ | 13941/20000 [16:50:20<4:11:20, 2.49s/it] 70%|██████▉ | 13942/20000 [16:50:28<6:59:54, 4.16s/it] 70%|██████▉ | 13943/20000 [16:50:34<7:55:00, 4.71s/it] 70%|██████▉ | 13944/20000 [16:50:39<8:14:30, 4.90s/it] 70%|██████▉ | 13945/20000 [16:50:44<8:12:19, 4.88s/it] 70%|██████▉ | 13946/20000 [16:50:49<8:03:18, 4.79s/it] 70%|██████▉ | 13947/20000 [16:50:53<7:49:38, 4.66s/it] 70%|██████▉ | 13948/20000 [16:50:57<7:33:25, 4.50s/it] 70%|██████▉ | 13949/20000 [16:51:01<7:15:44, 4.32s/it] 70%|██████▉ | 13950/20000 [16:51:05<7:00:07, 4.17s/it] 70%|██████▉ | 13951/20000 [16:51:09<6:44:17, 4.01s/it] 70%|██████▉ | 13952/20000 [16:51:12<6:27:45, 3.85s/it] 70%|██████▉ | 13953/20000 [16:51:15<6:12:20, 3.69s/it] 70%|██████▉ | 13954/20000 [16:51:19<5:58:28, 3.56s/it] 70%|██████▉ | 13955/20000 [16:51:22<5:45:11, 3.43s/it] 70%|██████▉ | 13956/20000 [16:51:25<5:30:07, 3.28s/it] 70%|██████▉ | 13957/20000 [16:51:27<5:14:20, 3.12s/it] 70%|██████▉ | 13958/20000 [16:51:30<4:58:07, 2.96s/it] 70%|██████▉ | 13959/20000 [16:51:32<4:39:50, 2.78s/it] 70%|██████▉ | 13960/20000 [16:51:34<4:09:07, 2.47s/it] 70%|██████▉ | 13961/20000 [16:51:40<5:37:20, 3.35s/it] 70%|██████▉ | 13962/20000 [16:51:42<5:16:05, 3.14s/it] 70%|██████▉ | 13963/20000 [16:51:52<8:23:42, 5.01s/it] 70%|██████▉ | 13964/20000 [16:51:57<8:49:12, 5.26s/it] 70%|██████▉ | 13965/20000 [16:52:03<8:47:35, 5.25s/it] 70%|██████▉ | 13966/20000 [16:52:07<8:33:43, 5.11s/it] 70%|██████▉ | 13967/20000 [16:52:12<8:17:24, 4.95s/it] 70%|██████▉ | 13968/20000 [16:52:16<7:59:43, 4.77s/it] 70%|██████▉ | 13969/20000 [16:52:20<7:40:05, 4.58s/it] 70%|██████▉ | 13970/20000 [16:52:24<7:20:34, 4.38s/it] 70%|██████▉ | 13971/20000 [16:52:28<7:02:43, 4.21s/it] 70%|██████▉ | 13972/20000 [16:52:32<6:44:27, 4.03s/it] 70%|██████▉ | 13973/20000 [16:52:35<6:27:14, 3.86s/it] 70%|██████▉ | 13974/20000 [16:52:39<6:10:51, 3.69s/it] 70%|██████▉ | 13975/20000 [16:52:42<5:56:34, 3.55s/it] 70%|██████▉ | 13976/20000 [16:52:45<5:43:06, 3.42s/it] 70%|██████▉ | 13977/20000 [16:52:48<5:28:16, 3.27s/it] 70%|██████▉ | 13978/20000 [16:52:51<5:12:21, 3.11s/it] 70%|██████▉ | 13979/20000 [16:52:53<4:55:17, 2.94s/it] 70%|██████▉ | 13980/20000 [16:52:55<4:36:26, 2.76s/it] 70%|██████▉ | 13981/20000 [16:52:57<4:04:53, 2.44s/it] 70%|██████▉ | 13982/20000 [16:53:05<6:37:49, 3.97s/it] 70%|██████▉ | 13983/20000 [16:53:10<7:33:43, 4.52s/it] 70%|██████▉ | 13984/20000 [16:53:16<7:52:00, 4.71s/it] 70%|██████▉ | 13985/20000 [16:53:20<7:52:30, 4.71s/it] 70%|██████▉ | 13986/20000 [16:53:25<7:45:57, 4.65s/it] 70%|██████▉ | 13987/20000 [16:53:29<7:34:31, 4.54s/it] 70%|██████▉ | 13988/20000 [16:53:33<7:19:15, 4.38s/it] 70%|██████▉ | 13989/20000 [16:53:37<7:04:42, 4.24s/it] 70%|██████▉ | 13990/20000 [16:53:41<6:50:14, 4.10s/it] 70%|██████▉ | 13991/20000 [16:53:44<6:37:00, 3.96s/it] 70%|██████▉ | 13992/20000 [16:53:48<6:23:07, 3.83s/it] 70%|██████▉ | 13993/20000 [16:53:51<6:10:29, 3.70s/it] 70%|██████▉ | 13994/20000 [16:53:55<5:56:57, 3.57s/it] 70%|██████▉ | 13995/20000 [16:53:58<5:44:22, 3.44s/it] 70%|██████▉ | 13996/20000 [16:54:01<5:30:14, 3.30s/it] 70%|██████▉ | 13997/20000 [16:54:03<5:14:45, 3.15s/it] 70%|██████▉ | 13998/20000 [16:54:06<4:59:05, 2.99s/it] 70%|██████▉ | 13999/20000 [16:54:09<4:42:31, 2.82s/it] 70%|███████ | 14000/20000 [16:54:10<4:12:40, 2.53s/it] 70%|███████ | 14000/20000 [16:54:10<4:12:40, 2.53s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09517823159694672, 'eval_wer': 0.07651750110766505, 'eval_runtime': 61.492, 'eval_samples_per_second': 30.199, 'eval_steps_per_second': 1.268, 'epoch': 173.08} {'loss': 0.0039, 'learning_rate': 0.0001538974358974359, 'epoch': 179.49} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:25, 3.02it/s][A 4%|▍ | 3/78 [00:01<00:34, 2.16it/s][A 5%|▌ | 4/78 [00:01<00:39, 1.89it/s][A 6%|▋ | 5/78 [00:02<00:42, 1.70it/s][A 8%|▊ | 6/78 [00:03<00:49, 1.47it/s][A 9%|▉ | 7/78 [00:04<00:53, 1.32it/s][A 10%|█ | 8/78 [00:05<00:57, 1.21it/s][A 12%|█▏ | 9/78 [00:06<00:59, 1.17it/s][A 13%|█▎ | 10/78 [00:07<00:57, 1.18it/s][A 14%|█▍ | 11/78 [00:07<00:54, 1.23it/s][A 15%|█▌ | 12/78 [00:08<00:51, 1.29it/s][A 17%|█▋ | 13/78 [00:09<00:47, 1.37it/s][A 18%|█▊ | 14/78 [00:10<00:48, 1.33it/s][A 19%|█▉ | 15/78 [00:10<00:49, 1.28it/s][A 21%|██ | 16/78 [00:11<00:50, 1.23it/s][A 22%|██▏ | 17/78 [00:12<00:49, 1.24it/s][A 23%|██▎ | 18/78 [00:13<00:52, 1.15it/s][A 24%|██▍ | 19/78 [00:14<00:50, 1.17it/s][A 26%|██▌ | 20/78 [00:14<00:45, 1.28it/s][A 27%|██▋ | 21/78 [00:15<00:46, 1.24it/s][A 28%|██▊ | 22/78 [00:16<00:43, 1.30it/s][A 29%|██▉ | 23/78 [00:17<00:40, 1.35it/s][A 31%|███ | 24/78 [00:17<00:40, 1.33it/s][A 32%|███▏ | 25/78 [00:18<00:38, 1.38it/s][A 33%|███▎ | 26/78 [00:19<00:36, 1.43it/s][A 35%|███▍ | 27/78 [00:19<00:35, 1.44it/s][A 36%|███▌ | 28/78 [00:20<00:35, 1.39it/s][A 37%|███▋ | 29/78 [00:21<00:33, 1.47it/s][A 38%|███▊ | 30/78 [00:22<00:35, 1.37it/s][A 40%|███▉ | 31/78 [00:22<00:33, 1.42it/s][A 41%|████ | 32/78 [00:23<00:32, 1.43it/s][A 42%|████▏ | 33/78 [00:24<00:30, 1.46it/s][A 44%|████▎ | 34/78 [00:24<00:29, 1.50it/s][A 45%|████▍ | 35/78 [00:25<00:27, 1.55it/s][A 46%|████▌ | 36/78 [00:26<00:27, 1.55it/s][A 47%|████▋ | 37/78 [00:26<00:27, 1.48it/s][A 49%|████▊ | 38/78 [00:27<00:27, 1.44it/s][A 50%|█████ | 39/78 [00:28<00:30, 1.27it/s][A 51%|█████▏ | 40/78 [00:29<00:30, 1.24it/s][A 53%|█████▎ | 41/78 [00:30<00:32, 1.13it/s][A 54%|█████▍ | 42/78 [00:31<00:30, 1.17it/s][A 55%|█████▌ | 43/78 [00:32<00:30, 1.15it/s][A 56%|█████▋ | 44/78 [00:32<00:29, 1.16it/s][A 58%|█████▊ | 45/78 [00:33<00:27, 1.19it/s][A 59%|█████▉ | 46/78 [00:35<00:30, 1.04it/s][A 60%|██████ | 47/78 [00:35<00:27, 1.15it/s][A 62%|██████▏ | 48/78 [00:36<00:24, 1.23it/s][A 63%|██████▎ | 49/78 [00:36<00:21, 1.34it/s][A 64%|██████▍ | 50/78 [00:37<00:20, 1.36it/s][A 65%|██████▌ | 51/78 [00:38<00:18, 1.45it/s][A 67%|██████▋ | 52/78 [00:38<00:17, 1.47it/s][A 68%|██████▊ | 53/78 [00:39<00:16, 1.48it/s][A 69%|██████▉ | 54/78 [00:40<00:17, 1.40it/s][A 71%|███████ | 55/78 [00:41<00:16, 1.36it/s][A 72%|███████▏ | 56/78 [00:41<00:16, 1.35it/s][A 73%|███████▎ | 57/78 [00:43<00:18, 1.13it/s][A 74%|███████▍ | 58/78 [00:43<00:17, 1.14it/s][A 76%|███████▌ | 59/78 [00:44<00:17, 1.11it/s][A 77%|███████▋ | 60/78 [00:45<00:15, 1.17it/s][A 78%|███████▊ | 61/78 [00:46<00:14, 1.20it/s][A 79%|███████▉ | 62/78 [00:47<00:13, 1.22it/s][A 81%|████████ | 63/78 [00:48<00:12, 1.24it/s][A 82%|████████▏ | 64/78 [00:48<00:11, 1.24it/s][A 83%|████████▎ | 65/78 [00:49<00:10, 1.25it/s][A 85%|████████▍ | 66/78 [00:50<00:09, 1.29it/s][A 86%|████████▌ | 67/78 [00:51<00:08, 1.28it/s][A 87%|████████▋ | 68/78 [00:51<00:07, 1.29it/s][A 88%|████████▊ | 69/78 [00:52<00:06, 1.31it/s][A 90%|████████▉ | 70/78 [00:53<00:06, 1.24it/s][A 91%|█████████ | 71/78 [00:54<00:05, 1.30it/s][A 92%|█████████▏| 72/78 [00:54<00:04, 1.32it/s][A 94%|█████████▎| 73/78 [00:55<00:03, 1.29it/s][A 95%|█████████▍| 74/78 [00:56<00:03, 1.29it/s][A 96%|█████████▌| 75/78 [00:57<00:02, 1.29it/s][A 97%|█████████▋| 76/78 [00:58<00:01, 1.28it/s][A 99%|█████████▊| 77/78 [00:58<00:00, 1.34it/s][A 100%|██████████| 78/78 [00:59<00:00, 1.67it/s][A [A 70%|███████ | 14000/20000 [16:55:12<4:12:40, 2.53s/it] 100%|██████████| 78/78 [01:00<00:00, 1.67it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-14000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-14000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-14000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-14000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-13500] due to args.save_total_limit 70%|███████ | 14001/20000 [16:55:31<43:03:54, 25.84s/it] 70%|███████ | 14002/20000 [16:55:37<33:08:44, 19.89s/it] 70%|███████ | 14003/20000 [16:55:42<25:48:31, 15.49s/it] 70%|███████ | 14004/20000 [16:55:47<20:28:31, 12.29s/it] 70%|███████ | 14005/20000 [16:55:51<16:37:07, 9.98s/it] 70%|███████ | 14006/20000 [16:55:56<13:48:03, 8.29s/it] 70%|███████ | 14007/20000 [16:56:00<11:43:06, 7.04s/it] 70%|███████ | 14008/20000 [16:56:04<10:12:41, 6.14s/it] 70%|███████ | 14009/20000 [16:56:08<9:06:17, 5.47s/it] 70%|███████ | 14010/20000 [16:56:11<8:13:14, 4.94s/it] 70%|███████ | 14011/20000 [16:56:15<7:32:33, 4.53s/it] 70%|███████ | 14012/20000 [16:56:18<6:58:59, 4.20s/it] 70%|███████ | 14013/20000 [16:56:22<6:32:35, 3.93s/it] 70%|███████ | 14014/20000 [16:56:25<6:11:02, 3.72s/it] 70%|███████ | 14015/20000 [16:56:28<5:50:13, 3.51s/it] 70%|███████ | 14016/20000 [16:56:31<5:32:11, 3.33s/it] 70%|███████ | 14017/20000 [16:56:34<5:12:01, 3.13s/it] 70%|███████ | 14018/20000 [16:56:36<4:47:51, 2.89s/it] 70%|███████ | 14019/20000 [16:56:38<4:15:19, 2.56s/it] 70%|███████ | 14020/20000 [16:56:46<7:17:15, 4.39s/it] 70%|███████ | 14021/20000 [16:56:52<8:07:23, 4.89s/it] 70%|███████ | 14022/20000 [16:56:58<8:19:38, 5.01s/it] 70%|███████ | 14023/20000 [16:57:02<8:13:20, 4.95s/it] 70%|███████ | 14024/20000 [16:57:07<8:01:02, 4.83s/it] 70%|███████ | 14025/20000 [16:57:11<7:46:25, 4.68s/it] 70%|███████ | 14026/20000 [16:57:15<7:28:40, 4.51s/it] 70%|███████ | 14027/20000 [16:57:19<7:11:51, 4.34s/it] 70%|███████ | 14028/20000 [16:57:23<6:56:51, 4.19s/it] 70%|███████ | 14029/20000 [16:57:27<6:40:16, 4.02s/it] 70%|███████ | 14030/20000 [16:57:30<6:23:58, 3.86s/it] 70%|███████ | 14031/20000 [16:57:34<6:07:56, 3.70s/it] 70%|███████ | 14032/20000 [16:57:37<5:53:16, 3.55s/it] 70%|███████ | 14033/20000 [16:57:40<5:39:19, 3.41s/it] 70%|███████ | 14034/20000 [16:57:43<5:24:19, 3.26s/it] 70%|███████ | 14035/20000 [16:57:46<5:09:52, 3.12s/it] 70%|███████ | 14036/20000 [16:57:48<4:53:44, 2.96s/it] 70%|███████ | 14037/20000 [16:57:51<4:34:34, 2.76s/it] 70%|███████ | 14038/20000 [16:57:52<4:02:33, 2.44s/it] 70%|███████ | 14039/20000 [16:57:57<5:19:26, 3.22s/it] 70%|███████ | 14040/20000 [16:58:00<5:02:58, 3.05s/it] 70%|███████ | 14041/20000 [16:58:09<8:14:51, 4.98s/it] 70%|███████ | 14042/20000 [16:58:15<8:41:40, 5.25s/it] 70%|███████ | 14043/20000 [16:58:20<8:39:38, 5.23s/it] 70%|███████ | 14044/20000 [16:58:25<8:27:25, 5.11s/it] 70%|███████ | 14045/20000 [16:58:30<8:10:52, 4.95s/it] 70%|███████ | 14046/20000 [16:58:34<7:52:41, 4.76s/it] 70%|███████ | 14047/20000 [16:58:38<7:31:30, 4.55s/it] 70%|███████ | 14048/20000 [16:58:42<7:11:41, 4.35s/it] 70%|███████ | 14049/20000 [16:58:46<6:53:54, 4.17s/it] 70%|███████ | 14050/20000 [16:58:50<6:37:20, 4.01s/it] 70%|███████ | 14051/20000 [16:58:53<6:20:53, 3.84s/it] 70%|███████ | 14052/20000 [16:58:56<6:04:57, 3.68s/it] 70%|███████ | 14053/20000 [16:59:00<5:51:18, 3.54s/it] 70%|███████ | 14054/20000 [16:59:03<5:37:47, 3.41s/it] 70%|███████ | 14055/20000 [16:59:06<5:22:55, 3.26s/it] 70%|███████ | 14056/20000 [16:59:08<5:09:45, 3.13s/it] 70%|███████ | 14057/20000 [16:59:11<4:53:04, 2.96s/it] 70%|███████ | 14058/20000 [16:59:13<4:33:51, 2.77s/it] 70%|███████ | 14059/20000 [16:59:15<4:04:05, 2.47s/it] 70%|███████ | 14060/20000 [16:59:23<6:45:28, 4.10s/it] 70%|███████ | 14061/20000 [16:59:29<7:36:44, 4.61s/it] 70%|███████ | 14062/20000 [16:59:34<7:54:08, 4.79s/it] 70%|███████ | 14063/20000 [16:59:39<7:55:08, 4.80s/it] 70%|███████ | 14064/20000 [16:59:43<7:47:57, 4.73s/it] 70%|███████ | 14065/20000 [16:59:48<7:35:57, 4.61s/it] 70%|███████ | 14066/20000 [16:59:52<7:20:14, 4.45s/it] 70%|███████ | 14067/20000 [16:59:56<7:07:08, 4.32s/it] 70%|███████ | 14068/20000 [17:00:00<6:53:08, 4.18s/it] 70%|███████ | 14069/20000 [17:00:03<6:37:08, 4.02s/it] 70%|███████ | 14070/20000 [17:00:07<6:21:36, 3.86s/it] 70%|███████ | 14071/20000 [17:00:10<6:06:16, 3.71s/it] 70%|███████ | 14072/20000 [17:00:13<5:52:57, 3.57s/it] 70%|███████ | 14073/20000 [17:00:16<5:39:11, 3.43s/it] 70%|███████ | 14074/20000 [17:00:19<5:22:57, 3.27s/it] 70%|███████ | 14075/20000 [17:00:22<5:07:07, 3.11s/it] 70%|███████ | 14076/20000 [17:00:25<4:50:49, 2.95s/it] 70%|███████ | 14077/20000 [17:00:27<4:32:05, 2.76s/it] 70%|███████ | 14078/20000 [17:00:29<4:02:52, 2.46s/it] 70%|███████ | 14079/20000 [17:00:37<6:47:41, 4.13s/it] 70%|███████ | 14080/20000 [17:00:43<7:43:52, 4.70s/it] 70%|███████ | 14081/20000 [17:00:48<8:01:23, 4.88s/it] 70%|███████ | 14082/20000 [17:00:53<8:01:15, 4.88s/it] 70%|███████ | 14083/20000 [17:00:58<7:52:42, 4.79s/it] 70%|███████ | 14084/20000 [17:01:02<7:40:00, 4.67s/it] 70%|███████ | 14085/20000 [17:01:06<7:22:29, 4.49s/it] 70%|███████ | 14086/20000 [17:01:10<7:05:46, 4.32s/it] 70%|███████ | 14087/20000 [17:01:14<6:50:10, 4.16s/it] 70%|███████ | 14088/20000 [17:01:17<6:34:09, 4.00s/it] 70%|███████ | 14089/20000 [17:01:21<6:17:54, 3.84s/it] 70%|███████ | 14090/20000 [17:01:24<6:03:00, 3.69s/it] 70%|███████ | 14091/20000 [17:01:27<5:49:30, 3.55s/it] 70%|███████ | 14092/20000 [17:01:30<5:36:41, 3.42s/it] 70%|███████ | 14093/20000 [17:01:33<5:21:44, 3.27s/it] 70%|███████ | 14094/20000 [17:01:36<5:06:57, 3.12s/it] 70%|███████ | 14095/20000 [17:01:39<4:51:05, 2.96s/it] 70%|███████ | 14096/20000 [17:01:41<4:32:37, 2.77s/it] 70%|███████ | 14097/20000 [17:01:43<4:02:45, 2.47s/it] 70%|███████ | 14098/20000 [17:01:51<6:56:02, 4.23s/it] 70%|███████ | 14099/20000 [17:01:57<7:42:55, 4.71s/it] 70%|███████ | 14100/20000 [17:02:02<7:55:14, 4.83s/it] 71%|███████ | 14101/20000 [17:02:07<7:53:29, 4.82s/it] 71%|███████ | 14102/20000 [17:02:11<7:45:23, 4.73s/it] 71%|███████ | 14103/20000 [17:02:16<7:36:20, 4.64s/it] 71%|███████ | 14104/20000 [17:02:20<7:22:23, 4.50s/it] 71%|███████ | 14105/20000 [17:02:24<7:08:21, 4.36s/it] 71%|███████ | 14106/20000 [17:02:28<6:54:58, 4.22s/it] 71%|███████ | 14107/20000 [17:02:32<6:39:50, 4.07s/it] 71%|███████ | 14108/20000 [17:02:35<6:25:07, 3.92s/it] 71%|███████ | 14109/20000 [17:02:39<6:10:39, 3.78s/it] 71%|███████ | 14110/20000 [17:02:42<5:57:36, 3.64s/it] 71%|███████ | 14111/20000 [17:02:45<5:45:30, 3.52s/it] 71%|███████ | 14112/20000 [17:02:48<5:31:34, 3.38s/it] 71%|███████ | 14113/20000 [17:02:51<5:16:33, 3.23s/it] 71%|███████ | 14114/20000 [17:02:54<5:01:42, 3.08s/it] 71%|███████ | 14115/20000 [17:02:56<4:43:14, 2.89s/it] 71%|███████ | 14116/20000 [17:02:58<4:10:54, 2.56s/it] 71%|███████ | 14117/20000 [17:03:04<5:48:48, 3.56s/it] 71%|███████ | 14118/20000 [17:03:07<5:25:57, 3.32s/it] 71%|███████ | 14119/20000 [17:03:17<8:33:16, 5.24s/it] 71%|███████ | 14120/20000 [17:03:23<8:56:20, 5.47s/it] 71%|███████ | 14121/20000 [17:03:28<8:54:08, 5.45s/it] 71%|███████ | 14122/20000 [17:03:33<8:39:57, 5.31s/it] 71%|███████ | 14123/20000 [17:03:38<8:21:59, 5.13s/it] 71%|███████ | 14124/20000 [17:03:42<8:05:56, 4.96s/it] 71%|███████ | 14125/20000 [17:03:47<7:47:00, 4.77s/it] 71%|███████ | 14126/20000 [17:03:51<7:27:43, 4.57s/it] 71%|███████ | 14127/20000 [17:03:55<7:08:10, 4.37s/it] 71%|███████ | 14128/20000 [17:03:58<6:49:35, 4.19s/it] 71%|███████ | 14129/20000 [17:04:02<6:30:15, 3.99s/it] 71%|███████ | 14130/20000 [17:04:05<6:14:03, 3.82s/it] 71%|███████ | 14131/20000 [17:04:09<5:58:47, 3.67s/it] 71%|███████ | 14132/20000 [17:04:12<5:42:04, 3.50s/it] 71%|███████ | 14133/20000 [17:04:15<5:26:02, 3.33s/it] 71%|███████ | 14134/20000 [17:04:17<5:11:18, 3.18s/it] 71%|███████ | 14135/20000 [17:04:20<4:54:16, 3.01s/it] 71%|███████ | 14136/20000 [17:04:22<4:35:03, 2.81s/it] 71%|███████ | 14137/20000 [17:04:24<4:05:05, 2.51s/it] 71%|███████ | 14138/20000 [17:04:32<6:43:01, 4.13s/it] 71%|███████ | 14139/20000 [17:04:38<7:34:31, 4.65s/it] 71%|███████ | 14140/20000 [17:04:43<7:50:50, 4.82s/it] 71%|███████ | 14141/20000 [17:04:48<7:51:15, 4.83s/it] 71%|███████ | 14142/20000 [17:04:53<7:44:10, 4.75s/it] 71%|███████ | 14143/20000 [17:04:57<7:33:22, 4.64s/it] 71%|███████ | 14144/20000 [17:05:01<7:18:07, 4.49s/it] 71%|███████ | 14145/20000 [17:05:05<7:04:04, 4.35s/it] 71%|███████ | 14146/20000 [17:05:09<6:50:20, 4.21s/it] 71%|███████ | 14147/20000 [17:05:13<6:37:11, 4.07s/it] 71%|███████ | 14148/20000 [17:05:16<6:20:17, 3.90s/it] 71%|███████ | 14149/20000 [17:05:20<6:05:04, 3.74s/it] 71%|███████ | 14150/20000 [17:05:23<5:49:15, 3.58s/it] 71%|███████ | 14151/20000 [17:05:26<5:35:47, 3.44s/it] 71%|███████ | 14152/20000 [17:05:29<5:20:49, 3.29s/it] 71%|███████ | 14153/20000 [17:05:32<5:06:17, 3.14s/it] 71%|███████ | 14154/20000 [17:05:34<4:51:08, 2.99s/it] 71%|███████ | 14155/20000 [17:05:37<4:32:31, 2.80s/it] 71%|███████ | 14156/20000 [17:05:38<4:02:44, 2.49s/it] 71%|███████ | 14157/20000 [17:05:47<6:51:56, 4.23s/it] 71%|███████ | 14158/20000 [17:05:53<7:44:42, 4.77s/it] 71%|███████ | 14159/20000 [17:05:58<8:01:06, 4.94s/it] 71%|███████ | 14160/20000 [17:06:03<7:58:21, 4.91s/it] 71%|███████ | 14161/20000 [17:06:08<7:48:03, 4.81s/it] 71%|███████ | 14162/20000 [17:06:12<7:34:24, 4.67s/it] 71%|███████ | 14163/20000 [17:06:16<7:16:42, 4.49s/it] 71%|███████ | 14164/20000 [17:06:20<6:59:32, 4.31s/it] 71%|███████ | 14165/20000 [17:06:24<6:43:54, 4.15s/it] 71%|███████ | 14166/20000 [17:06:27<6:28:22, 3.99s/it] 71%|███████ | 14167/20000 [17:06:31<6:12:45, 3.83s/it] 71%|███████ | 14168/20000 [17:06:34<5:57:57, 3.68s/it] 71%|███████ | 14169/20000 [17:06:37<5:44:46, 3.55s/it] 71%|███████ | 14170/20000 [17:06:40<5:32:48, 3.43s/it] 71%|███████ | 14171/20000 [17:06:43<5:18:40, 3.28s/it] 71%|███████ | 14172/20000 [17:06:46<5:04:08, 3.13s/it] 71%|███████ | 14173/20000 [17:06:49<4:47:39, 2.96s/it] 71%|███████ | 14174/20000 [17:06:51<4:29:04, 2.77s/it] 71%|███████ | 14175/20000 [17:06:53<4:01:30, 2.49s/it] 71%|███████ | 14176/20000 [17:07:01<6:57:40, 4.30s/it] 71%|███████ | 14177/20000 [17:07:07<7:47:31, 4.82s/it] 71%|███████ | 14178/20000 [17:07:13<8:02:43, 4.97s/it] 71%|███████ | 14179/20000 [17:07:18<8:01:14, 4.96s/it] 71%|███████ | 14180/20000 [17:07:22<7:51:28, 4.86s/it] 71%|███████ | 14181/20000 [17:07:27<7:36:59, 4.71s/it] 71%|███████ | 14182/20000 [17:07:31<7:20:17, 4.54s/it] 71%|███████ | 14183/20000 [17:07:35<7:04:03, 4.37s/it] 71%|███████ | 14184/20000 [17:07:39<6:47:57, 4.21s/it] 71%|███████ | 14185/20000 [17:07:42<6:34:08, 4.07s/it] 71%|███████ | 14186/20000 [17:07:46<6:23:16, 3.96s/it] 71%|███████ | 14187/20000 [17:07:50<6:13:14, 3.85s/it] 71%|███████ | 14188/20000 [17:07:53<6:01:20, 3.73s/it] 71%|███████ | 14189/20000 [17:07:56<5:48:36, 3.60s/it] 71%|███████ | 14190/20000 [17:08:00<5:33:54, 3.45s/it] 71%|███████ | 14191/20000 [17:08:02<5:13:36, 3.24s/it] 71%|███████ | 14192/20000 [17:08:05<4:53:47, 3.04s/it] 71%|███████ | 14193/20000 [17:08:07<4:32:03, 2.81s/it] 71%|███████ | 14194/20000 [17:08:09<3:57:48, 2.46s/it] 71%|███████ | 14195/20000 [17:08:14<5:16:16, 3.27s/it] 71%|███████ | 14196/20000 [17:08:17<5:04:49, 3.15s/it] 71%|███████ | 14197/20000 [17:08:26<8:00:40, 4.97s/it] 71%|███████ | 14198/20000 [17:08:32<8:27:54, 5.25s/it] 71%|███████ | 14199/20000 [17:08:37<8:26:05, 5.23s/it] 71%|███████ | 14200/20000 [17:08:42<8:13:43, 5.11s/it] 71%|███████ | 14201/20000 [17:08:46<7:55:55, 4.92s/it] 71%|███████ | 14202/20000 [17:08:51<7:38:49, 4.75s/it] 71%|███████ | 14203/20000 [17:08:55<7:18:28, 4.54s/it] 71%|███████ | 14204/20000 [17:08:59<7:00:06, 4.35s/it] 71%|███████ | 14205/20000 [17:09:03<6:44:06, 4.18s/it] 71%|███████ | 14206/20000 [17:09:06<6:27:19, 4.01s/it] 71%|███████ | 14207/20000 [17:09:10<6:11:28, 3.85s/it] 71%|███████ | 14208/20000 [17:09:13<5:56:43, 3.70s/it] 71%|███████ | 14209/20000 [17:09:16<5:43:00, 3.55s/it] 71%|███████ | 14210/20000 [17:09:19<5:32:44, 3.45s/it] 71%|███████ | 14211/20000 [17:09:22<5:18:58, 3.31s/it] 71%|███████ | 14212/20000 [17:09:25<5:04:36, 3.16s/it] 71%|███████ | 14213/20000 [17:09:28<4:49:27, 3.00s/it] 71%|███████ | 14214/20000 [17:09:30<4:29:47, 2.80s/it] 71%|███████ | 14215/20000 [17:09:32<3:59:52, 2.49s/it] 71%|███████ | 14216/20000 [17:09:40<6:47:49, 4.23s/it] 71%|███████ | 14217/20000 [17:09:46<7:33:04, 4.70s/it] 71%|███████ | 14218/20000 [17:09:51<7:48:57, 4.87s/it] 71%|███████ | 14219/20000 [17:09:56<7:48:18, 4.86s/it] 71%|███████ | 14220/20000 [17:10:01<7:39:27, 4.77s/it] 71%|███████ | 14221/20000 [17:10:05<7:28:00, 4.65s/it] 71%|███████ | 14222/20000 [17:10:09<7:11:15, 4.48s/it] 71%|███████ | 14223/20000 [17:10:13<6:55:45, 4.32s/it] 71%|███████ | 14224/20000 [17:10:17<6:42:14, 4.18s/it] 71%|███████ | 14225/20000 [17:10:20<6:26:03, 4.01s/it] 71%|███████ | 14226/20000 [17:10:24<6:11:01, 3.86s/it] 71%|███████ | 14227/20000 [17:10:27<5:56:54, 3.71s/it] 71%|███████ | 14228/20000 [17:10:31<5:43:28, 3.57s/it] 71%|███████ | 14229/20000 [17:10:34<5:31:19, 3.44s/it] 71%|███████ | 14230/20000 [17:10:37<5:16:36, 3.29s/it] 71%|███████ | 14231/20000 [17:10:39<5:01:25, 3.14s/it] 71%|███████ | 14232/20000 [17:10:42<4:45:23, 2.97s/it] 71%|███████ | 14233/20000 [17:10:44<4:27:57, 2.79s/it] 71%|███████ | 14234/20000 [17:10:46<3:58:23, 2.48s/it] 71%|███████ | 14235/20000 [17:10:54<6:41:01, 4.17s/it] 71%|███████ | 14236/20000 [17:11:00<7:31:15, 4.70s/it] 71%|███████ | 14237/20000 [17:11:05<7:44:57, 4.84s/it] 71%|███████ | 14238/20000 [17:11:10<7:41:57, 4.81s/it] 71%|███████ | 14239/20000 [17:11:15<7:33:10, 4.72s/it] 71%|███████ | 14240/20000 [17:11:19<7:22:51, 4.61s/it] 71%|███████ | 14241/20000 [17:11:23<7:05:35, 4.43s/it] 71%|███████ | 14242/20000 [17:11:27<6:50:15, 4.28s/it] 71%|███████ | 14243/20000 [17:11:31<6:34:47, 4.11s/it] 71%|███████ | 14244/20000 [17:11:34<6:19:25, 3.96s/it] 71%|███████ | 14245/20000 [17:11:38<6:04:07, 3.80s/it] 71%|███████ | 14246/20000 [17:11:41<5:50:46, 3.66s/it] 71%|███████ | 14247/20000 [17:11:44<5:37:36, 3.52s/it] 71%|███████ | 14248/20000 [17:11:47<5:24:25, 3.38s/it] 71%|███████ | 14249/20000 [17:11:50<5:10:58, 3.24s/it] 71%|███████▏ | 14250/20000 [17:11:53<4:57:32, 3.10s/it] 71%|███████▏ | 14251/20000 [17:11:56<4:43:08, 2.95s/it] 71%|███████▏ | 14252/20000 [17:11:58<4:25:12, 2.77s/it] 71%|███████▏ | 14253/20000 [17:12:00<3:56:51, 2.47s/it] 71%|███████▏ | 14254/20000 [17:12:08<6:40:59, 4.19s/it] 71%|███████▏ | 14255/20000 [17:12:14<7:34:52, 4.75s/it] 71%|███████▏ | 14256/20000 [17:12:19<7:52:01, 4.93s/it] 71%|███████▏ | 14257/20000 [17:12:24<7:50:51, 4.92s/it] 71%|███████▏ | 14258/20000 [17:12:29<7:42:12, 4.83s/it] 71%|███████▏ | 14259/20000 [17:12:33<7:28:35, 4.69s/it] 71%|███████▏ | 14260/20000 [17:12:37<7:11:20, 4.51s/it] 71%|███████▏ | 14261/20000 [17:12:41<6:55:21, 4.34s/it] 71%|███████▏ | 14262/20000 [17:12:45<6:41:02, 4.19s/it] 71%|███████▏ | 14263/20000 [17:12:49<6:26:35, 4.04s/it] 71%|███████▏ | 14264/20000 [17:12:52<6:10:59, 3.88s/it] 71%|███████▏ | 14265/20000 [17:12:56<5:56:55, 3.73s/it] 71%|███████▏ | 14266/20000 [17:12:59<5:42:23, 3.58s/it] 71%|███████▏ | 14267/20000 [17:13:02<5:29:55, 3.45s/it] 71%|███████▏ | 14268/20000 [17:13:05<5:15:41, 3.30s/it] 71%|███████▏ | 14269/20000 [17:13:08<5:00:41, 3.15s/it] 71%|███████▏ | 14270/20000 [17:13:10<4:45:18, 2.99s/it] 71%|███████▏ | 14271/20000 [17:13:13<4:28:36, 2.81s/it] 71%|███████▏ | 14272/20000 [17:13:15<4:00:58, 2.52s/it] 71%|███████▏ | 14273/20000 [17:13:20<5:17:35, 3.33s/it] 71%|███████▏ | 14274/20000 [17:13:22<4:58:52, 3.13s/it] 71%|███████▏ | 14275/20000 [17:13:32<8:04:17, 5.08s/it] 71%|███████▏ | 14276/20000 [17:13:38<8:36:16, 5.41s/it] 71%|███████▏ | 14277/20000 [17:13:44<8:35:49, 5.41s/it] 71%|███████▏ | 14278/20000 [17:13:49<8:25:21, 5.30s/it] 71%|███████▏ | 14279/20000 [17:13:53<8:08:24, 5.12s/it] 71%|███████▏ | 14280/20000 [17:13:58<7:48:58, 4.92s/it] 71%|███████▏ | 14281/20000 [17:14:02<7:30:29, 4.73s/it] 71%|███████▏ | 14282/20000 [17:14:06<7:12:03, 4.53s/it] 71%|███████▏ | 14283/20000 [17:14:10<6:54:41, 4.35s/it] 71%|███████▏ | 14284/20000 [17:14:14<6:37:39, 4.17s/it] 71%|███████▏ | 14285/20000 [17:14:18<6:21:52, 4.01s/it] 71%|███████▏ | 14286/20000 [17:14:21<6:04:51, 3.83s/it] 71%|███████▏ | 14287/20000 [17:14:24<5:49:31, 3.67s/it] 71%|███████▏ | 14288/20000 [17:14:27<5:34:37, 3.52s/it] 71%|███████▏ | 14289/20000 [17:14:30<5:18:26, 3.35s/it] 71%|███████▏ | 14290/20000 [17:14:33<5:03:49, 3.19s/it] 71%|███████▏ | 14291/20000 [17:14:36<4:48:00, 3.03s/it] 71%|███████▏ | 14292/20000 [17:14:38<4:29:32, 2.83s/it] 71%|███████▏ | 14293/20000 [17:14:40<3:58:29, 2.51s/it] 71%|███████▏ | 14294/20000 [17:14:48<6:45:55, 4.27s/it] 71%|███████▏ | 14295/20000 [17:14:55<7:44:32, 4.89s/it] 71%|███████▏ | 14296/20000 [17:15:00<8:03:17, 5.08s/it] 71%|███████▏ | 14297/20000 [17:15:05<8:05:15, 5.11s/it] 71%|███████▏ | 14298/20000 [17:15:10<7:58:56, 5.04s/it] 71%|███████▏ | 14299/20000 [17:15:15<7:44:43, 4.89s/it] 72%|███████▏ | 14300/20000 [17:15:19<7:25:43, 4.69s/it] 72%|███████▏ | 14301/20000 [17:15:23<7:12:45, 4.56s/it] 72%|███████▏ | 14302/20000 [17:15:27<6:57:14, 4.39s/it] 72%|███████▏ | 14303/20000 [17:15:31<6:37:56, 4.19s/it] 72%|███████▏ | 14304/20000 [17:15:35<6:20:19, 4.01s/it] 72%|███████▏ | 14305/20000 [17:15:38<6:03:45, 3.83s/it] 72%|███████▏ | 14306/20000 [17:15:41<5:49:36, 3.68s/it] 72%|███████▏ | 14307/20000 [17:15:45<5:36:01, 3.54s/it] 72%|███████▏ | 14308/20000 [17:15:48<5:20:27, 3.38s/it] 72%|███████▏ | 14309/20000 [17:15:50<5:06:10, 3.23s/it] 72%|███████▏ | 14310/20000 [17:15:53<4:49:39, 3.05s/it] 72%|███████▏ | 14311/20000 [17:15:55<4:30:36, 2.85s/it] 72%|███████▏ | 14312/20000 [17:15:57<4:01:18, 2.55s/it] 72%|███████▏ | 14313/20000 [17:16:06<7:01:56, 4.45s/it] 72%|███████▏ | 14314/20000 [17:16:12<7:50:02, 4.96s/it] 72%|███████▏ | 14315/20000 [17:16:18<8:04:00, 5.11s/it] 72%|███████▏ | 14316/20000 [17:16:23<8:01:40, 5.08s/it] 72%|███████▏ | 14317/20000 [17:16:28<7:54:24, 5.01s/it] 72%|███████▏ | 14318/20000 [17:16:32<7:42:17, 4.88s/it] 72%|███████▏ | 14319/20000 [17:16:37<7:24:53, 4.70s/it] 72%|███████▏ | 14320/20000 [17:16:41<7:05:32, 4.50s/it] 72%|███████▏ | 14321/20000 [17:16:44<6:49:04, 4.32s/it] 72%|███████▏ | 14322/20000 [17:16:48<6:33:44, 4.16s/it] 72%|███████▏ | 14323/20000 [17:16:52<6:14:56, 3.96s/it] 72%|███████▏ | 14324/20000 [17:16:55<5:56:58, 3.77s/it] 72%|███████▏ | 14325/20000 [17:16:58<5:41:29, 3.61s/it] 72%|███████▏ | 14326/20000 [17:17:01<5:28:03, 3.47s/it] 72%|███████▏ | 14327/20000 [17:17:04<5:13:53, 3.32s/it] 72%|███████▏ | 14328/20000 [17:17:07<4:59:08, 3.16s/it] 72%|███████▏ | 14329/20000 [17:17:10<4:43:43, 3.00s/it] 72%|███████▏ | 14330/20000 [17:17:12<4:25:18, 2.81s/it] 72%|███████▏ | 14331/20000 [17:17:14<3:55:40, 2.49s/it] 72%|███████▏ | 14332/20000 [17:17:22<6:27:27, 4.10s/it] 72%|███████▏ | 14333/20000 [17:17:28<7:16:34, 4.62s/it] 72%|███████▏ | 14334/20000 [17:17:33<7:34:32, 4.81s/it] 72%|███████▏ | 14335/20000 [17:17:38<7:34:21, 4.81s/it] 72%|███████▏ | 14336/20000 [17:17:42<7:26:15, 4.73s/it] 72%|███████▏ | 14337/20000 [17:17:47<7:14:10, 4.60s/it] 72%|███████▏ | 14338/20000 [17:17:51<7:00:59, 4.46s/it] 72%|███████▏ | 14339/20000 [17:17:55<6:49:35, 4.34s/it] 72%|███████▏ | 14340/20000 [17:17:59<6:38:12, 4.22s/it] 72%|███████▏ | 14341/20000 [17:18:02<6:24:46, 4.08s/it] 72%|███████▏ | 14342/20000 [17:18:06<6:11:27, 3.94s/it] 72%|███████▏ | 14343/20000 [17:18:10<5:58:26, 3.80s/it] 72%|███████▏ | 14344/20000 [17:18:13<5:45:10, 3.66s/it] 72%|███████▏ | 14345/20000 [17:18:16<5:33:22, 3.54s/it] 72%|███████▏ | 14346/20000 [17:18:19<5:19:20, 3.39s/it] 72%|███████▏ | 14347/20000 [17:18:22<5:04:32, 3.23s/it] 72%|███████▏ | 14348/20000 [17:18:25<4:47:41, 3.05s/it] 72%|███████▏ | 14349/20000 [17:18:27<4:28:27, 2.85s/it] 72%|███████▏ | 14350/20000 [17:18:29<3:58:01, 2.53s/it] 72%|███████▏ | 14351/20000 [17:18:35<5:28:55, 3.49s/it] 72%|███████▏ | 14352/20000 [17:18:37<5:09:55, 3.29s/it] 72%|███████▏ | 14353/20000 [17:18:47<7:55:17, 5.05s/it] 72%|███████▏ | 14354/20000 [17:18:52<8:14:32, 5.26s/it] 72%|███████▏ | 14355/20000 [17:18:57<8:11:30, 5.22s/it] 72%|███████▏ | 14356/20000 [17:19:02<7:57:30, 5.08s/it] 72%|███████▏ | 14357/20000 [17:19:07<7:41:09, 4.90s/it] 72%|███████▏ | 14358/20000 [17:19:11<7:24:22, 4.73s/it] 72%|███████▏ | 14359/20000 [17:19:15<7:06:38, 4.54s/it] 72%|███████▏ | 14360/20000 [17:19:19<6:48:29, 4.35s/it] 72%|███████▏ | 14361/20000 [17:19:23<6:32:27, 4.18s/it] 72%|███████▏ | 14362/20000 [17:19:26<6:16:32, 4.01s/it] 72%|███████▏ | 14363/20000 [17:19:30<6:01:49, 3.85s/it] 72%|███████▏ | 14364/20000 [17:19:33<5:47:45, 3.70s/it] 72%|███████▏ | 14365/20000 [17:19:36<5:36:14, 3.58s/it] 72%|███████▏ | 14366/20000 [17:19:40<5:24:28, 3.46s/it] 72%|███████▏ | 14367/20000 [17:19:43<5:07:56, 3.28s/it] 72%|███████▏ | 14368/20000 [17:19:45<4:52:36, 3.12s/it] 72%|███████▏ | 14369/20000 [17:19:48<4:37:06, 2.95s/it] 72%|███████▏ | 14370/20000 [17:19:50<4:18:22, 2.75s/it] 72%|███████▏ | 14371/20000 [17:19:52<3:49:09, 2.44s/it] 72%|███████▏ | 14372/20000 [17:20:00<6:25:18, 4.11s/it] 72%|███████▏ | 14373/20000 [17:20:06<7:13:34, 4.62s/it] 72%|███████▏ | 14374/20000 [17:20:11<7:31:01, 4.81s/it] 72%|███████▏ | 14375/20000 [17:20:16<7:30:09, 4.80s/it] 72%|███████▏ | 14376/20000 [17:20:20<7:22:40, 4.72s/it] 72%|███████▏ | 14377/20000 [17:20:25<7:10:51, 4.60s/it] 72%|███████▏ | 14378/20000 [17:20:29<6:55:39, 4.44s/it] 72%|███████▏ | 14379/20000 [17:20:32<6:40:06, 4.27s/it] 72%|███████▏ | 14380/20000 [17:20:36<6:25:50, 4.12s/it] 72%|███████▏ | 14381/20000 [17:20:40<6:10:59, 3.96s/it] 72%|███████▏ | 14382/20000 [17:20:43<5:56:16, 3.81s/it] 72%|███████▏ | 14383/20000 [17:20:47<5:42:22, 3.66s/it] 72%|███████▏ | 14384/20000 [17:20:50<5:29:15, 3.52s/it] 72%|███████▏ | 14385/20000 [17:20:53<5:18:26, 3.40s/it] 72%|███████▏ | 14386/20000 [17:20:56<5:05:48, 3.27s/it] 72%|███████▏ | 14387/20000 [17:20:59<4:52:17, 3.12s/it] 72%|███████▏ | 14388/20000 [17:21:01<4:37:25, 2.97s/it] 72%|███████▏ | 14389/20000 [17:21:04<4:19:40, 2.78s/it] 72%|███████▏ | 14390/20000 [17:21:05<3:50:50, 2.47s/it] 72%|███████▏ | 14391/20000 [17:21:13<6:18:32, 4.05s/it] 72%|███████▏ | 14392/20000 [17:21:19<7:09:22, 4.59s/it] 72%|███████▏ | 14393/20000 [17:21:24<7:26:01, 4.77s/it] 72%|███████▏ | 14394/20000 [17:21:29<7:26:29, 4.78s/it] 72%|███████▏ | 14395/20000 [17:21:33<7:19:10, 4.70s/it] 72%|███████▏ | 14396/20000 [17:21:38<7:09:06, 4.59s/it] 72%|███████▏ | 14397/20000 [17:21:42<6:52:05, 4.41s/it] 72%|███████▏ | 14398/20000 [17:21:46<6:37:30, 4.26s/it] 72%|███████▏ | 14399/20000 [17:21:49<6:24:32, 4.12s/it] 72%|███████▏ | 14400/20000 [17:21:53<6:10:06, 3.97s/it] 72%|███████▏ | 14401/20000 [17:21:57<5:56:34, 3.82s/it] 72%|███████▏ | 14402/20000 [17:22:00<5:43:48, 3.69s/it] 72%|███████▏ | 14403/20000 [17:22:03<5:30:54, 3.55s/it] 72%|███████▏ | 14404/20000 [17:22:06<5:19:20, 3.42s/it] 72%|███████▏ | 14405/20000 [17:22:09<5:05:47, 3.28s/it] 72%|███████▏ | 14406/20000 [17:22:12<4:53:29, 3.15s/it] 72%|███████▏ | 14407/20000 [17:22:15<4:40:23, 3.01s/it] 72%|███████▏ | 14408/20000 [17:22:17<4:23:18, 2.83s/it] 72%|███████▏ | 14409/20000 [17:22:19<3:53:32, 2.51s/it] 72%|███████▏ | 14410/20000 [17:22:28<6:50:31, 4.41s/it] 72%|███████▏ | 14411/20000 [17:22:34<7:33:40, 4.87s/it] 72%|███████▏ | 14412/20000 [17:22:39<7:43:20, 4.98s/it] 72%|███████▏ | 14413/20000 [17:22:44<7:36:44, 4.91s/it] 72%|███████▏ | 14414/20000 [17:22:48<7:25:35, 4.79s/it] 72%|███████▏ | 14415/20000 [17:22:52<7:11:37, 4.64s/it] 72%|███████▏ | 14416/20000 [17:22:56<6:54:51, 4.46s/it] 72%|███████▏ | 14417/20000 [17:23:00<6:39:08, 4.29s/it] 72%|███████▏ | 14418/20000 [17:23:04<6:27:37, 4.17s/it] 72%|███████▏ | 14419/20000 [17:23:08<6:16:58, 4.05s/it] 72%|███████▏ | 14420/20000 [17:23:12<6:04:19, 3.92s/it] 72%|███████▏ | 14421/20000 [17:23:15<5:50:49, 3.77s/it] 72%|███████▏ | 14422/20000 [17:23:18<5:38:23, 3.64s/it] 72%|███████▏ | 14423/20000 [17:23:22<5:26:03, 3.51s/it] 72%|███████▏ | 14424/20000 [17:23:25<5:12:35, 3.36s/it] 72%|███████▏ | 14425/20000 [17:23:28<4:58:14, 3.21s/it] 72%|███████▏ | 14426/20000 [17:23:30<4:42:53, 3.05s/it] 72%|███████▏ | 14427/20000 [17:23:33<4:24:35, 2.85s/it] 72%|███████▏ | 14428/20000 [17:23:34<3:55:43, 2.54s/it] 72%|███████▏ | 14429/20000 [17:23:40<5:25:11, 3.50s/it] 72%|███████▏ | 14430/20000 [17:23:43<5:06:07, 3.30s/it] 72%|███████▏ | 14431/20000 [17:23:53<8:01:18, 5.19s/it] 72%|███████▏ | 14432/20000 [17:23:58<8:20:56, 5.40s/it] 72%|███████▏ | 14433/20000 [17:24:03<8:11:27, 5.30s/it] 72%|███████▏ | 14434/20000 [17:24:08<7:53:55, 5.11s/it] 72%|███████▏ | 14435/20000 [17:24:13<7:35:22, 4.91s/it] 72%|███████▏ | 14436/20000 [17:24:17<7:15:54, 4.70s/it] 72%|███████▏ | 14437/20000 [17:24:21<6:55:29, 4.48s/it] 72%|███████▏ | 14438/20000 [17:24:25<6:37:33, 4.29s/it] 72%|███████▏ | 14439/20000 [17:24:28<6:21:03, 4.11s/it] 72%|███████▏ | 14440/20000 [17:24:32<6:05:15, 3.94s/it] 72%|███████▏ | 14441/20000 [17:24:35<5:50:08, 3.78s/it] 72%|███████▏ | 14442/20000 [17:24:39<5:36:17, 3.63s/it] 72%|███████▏ | 14443/20000 [17:24:42<5:23:22, 3.49s/it] 72%|███████▏ | 14444/20000 [17:24:45<5:10:34, 3.35s/it] 72%|███████▏ | 14445/20000 [17:24:48<4:57:03, 3.21s/it] 72%|███████▏ | 14446/20000 [17:24:50<4:43:13, 3.06s/it] 72%|███████▏ | 14447/20000 [17:24:53<4:27:55, 2.89s/it] 72%|███████▏ | 14448/20000 [17:24:55<4:10:34, 2.71s/it] 72%|███████▏ | 14449/20000 [17:24:57<3:40:44, 2.39s/it] 72%|███████▏ | 14450/20000 [17:25:04<6:00:48, 3.90s/it] 72%|███████▏ | 14451/20000 [17:25:10<6:54:31, 4.48s/it] 72%|███████▏ | 14452/20000 [17:25:15<7:13:16, 4.69s/it] 72%|███████▏ | 14453/20000 [17:25:20<7:15:08, 4.71s/it] 72%|███████▏ | 14454/20000 [17:25:24<7:09:20, 4.64s/it] 72%|███████▏ | 14455/20000 [17:25:29<7:00:08, 4.55s/it] 72%|███████▏ | 14456/20000 [17:25:33<6:46:30, 4.40s/it] 72%|███████▏ | 14457/20000 [17:25:37<6:31:48, 4.24s/it] 72%|███████▏ | 14458/20000 [17:25:40<6:17:48, 4.09s/it] 72%|███████▏ | 14459/20000 [17:25:44<6:03:40, 3.94s/it] 72%|███████▏ | 14460/20000 [17:25:47<5:50:40, 3.80s/it] 72%|███████▏ | 14461/20000 [17:25:51<5:38:02, 3.66s/it] 72%|███████▏ | 14462/20000 [17:25:54<5:25:08, 3.52s/it] 72%|███████▏ | 14463/20000 [17:25:57<5:13:33, 3.40s/it] 72%|███████▏ | 14464/20000 [17:26:00<5:00:33, 3.26s/it] 72%|███████▏ | 14465/20000 [17:26:03<4:47:34, 3.12s/it] 72%|███████▏ | 14466/20000 [17:26:05<4:33:28, 2.97s/it] 72%|███████▏ | 14467/20000 [17:26:08<4:16:03, 2.78s/it] 72%|███████▏ | 14468/20000 [17:26:10<3:47:56, 2.47s/it] 72%|███████▏ | 14469/20000 [17:26:18<6:19:58, 4.12s/it] 72%|███████▏ | 14470/20000 [17:26:23<7:10:36, 4.67s/it] 72%|███████▏ | 14471/20000 [17:26:29<7:26:59, 4.85s/it] 72%|███████▏ | 14472/20000 [17:26:34<7:26:47, 4.85s/it] 72%|███████▏ | 14473/20000 [17:26:38<7:18:45, 4.76s/it] 72%|███████▏ | 14474/20000 [17:26:42<7:06:56, 4.64s/it] 72%|███████▏ | 14475/20000 [17:26:47<6:51:24, 4.47s/it] 72%|███████▏ | 14476/20000 [17:26:51<6:38:43, 4.33s/it] 72%|███████▏ | 14477/20000 [17:26:54<6:27:07, 4.21s/it] 72%|███████▏ | 14478/20000 [17:26:58<6:15:17, 4.08s/it] 72%|███████▏ | 14479/20000 [17:27:02<6:02:01, 3.93s/it] 72%|███████▏ | 14480/20000 [17:27:05<5:48:43, 3.79s/it] 72%|███████▏ | 14481/20000 [17:27:09<5:35:51, 3.65s/it] 72%|███████▏ | 14482/20000 [17:27:12<5:23:12, 3.51s/it] 72%|███████▏ | 14483/20000 [17:27:15<5:08:37, 3.36s/it] 72%|███████▏ | 14484/20000 [17:27:18<4:53:23, 3.19s/it] 72%|███████▏ | 14485/20000 [17:27:20<4:37:02, 3.01s/it] 72%|███████▏ | 14486/20000 [17:27:23<4:18:29, 2.81s/it] 72%|███████▏ | 14487/20000 [17:27:24<3:48:31, 2.49s/it] 72%|███████▏ | 14488/20000 [17:27:33<6:33:07, 4.28s/it] 72%|███████▏ | 14489/20000 [17:27:39<7:17:27, 4.76s/it] 72%|███████▏ | 14490/20000 [17:27:44<7:29:45, 4.90s/it] 72%|███████▏ | 14491/20000 [17:27:49<7:31:14, 4.91s/it] 72%|███████▏ | 14492/20000 [17:27:54<7:25:26, 4.85s/it] 72%|███████▏ | 14493/20000 [17:27:58<7:14:58, 4.74s/it] 72%|███████▏ | 14494/20000 [17:28:02<7:01:26, 4.59s/it] 72%|███████▏ | 14495/20000 [17:28:06<6:46:48, 4.43s/it] 72%|███████▏ | 14496/20000 [17:28:10<6:32:02, 4.27s/it] 72%|███████▏ | 14497/20000 [17:28:14<6:17:27, 4.12s/it] 72%|███████▏ | 14498/20000 [17:28:18<6:03:34, 3.96s/it] 72%|███████▏ | 14499/20000 [17:28:21<5:50:06, 3.82s/it] 72%|███████▎ | 14500/20000 [17:28:24<5:37:57, 3.69s/it] 72%|███████▎ | 14500/20000 [17:28:24<5:37:57, 3.69s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.10154110193252563, 'eval_wer': 0.07620735489587949, 'eval_runtime': 61.18, 'eval_samples_per_second': 30.353, 'eval_steps_per_second': 1.275, 'epoch': 179.49} {'loss': 0.0031, 'learning_rate': 0.00014107692307692307, 'epoch': 185.9} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:25, 3.00it/s][A 4%|▍ | 3/78 [00:01<00:34, 2.18it/s][A 5%|▌ | 4/78 [00:01<00:38, 1.91it/s][A 6%|▋ | 5/78 [00:02<00:43, 1.70it/s][A 8%|▊ | 6/78 [00:03<00:48, 1.48it/s][A 9%|▉ | 7/78 [00:04<00:53, 1.32it/s][A 10%|█ | 8/78 [00:05<00:57, 1.21it/s][A 12%|█▏ | 9/78 [00:06<00:59, 1.17it/s][A 13%|█▎ | 10/78 [00:07<00:57, 1.18it/s][A 14%|█▍ | 11/78 [00:07<00:55, 1.22it/s][A 15%|█▌ | 12/78 [00:08<00:51, 1.27it/s][A 17%|█▋ | 13/78 [00:09<00:48, 1.34it/s][A 18%|█▊ | 14/78 [00:10<00:49, 1.29it/s][A 19%|█▉ | 15/78 [00:11<00:51, 1.23it/s][A 21%|██ | 16/78 [00:11<00:52, 1.19it/s][A 22%|██▏ | 17/78 [00:12<00:51, 1.19it/s][A 23%|██▎ | 18/78 [00:13<00:53, 1.12it/s][A 24%|██▍ | 19/78 [00:14<00:50, 1.16it/s][A 26%|██▌ | 20/78 [00:15<00:45, 1.27it/s][A 27%|██▋ | 21/78 [00:16<00:46, 1.23it/s][A 28%|██▊ | 22/78 [00:16<00:43, 1.30it/s][A 29%|██▉ | 23/78 [00:17<00:40, 1.35it/s][A 31%|███ | 24/78 [00:18<00:40, 1.33it/s][A 32%|███▏ | 25/78 [00:18<00:38, 1.39it/s][A 33%|███▎ | 26/78 [00:19<00:36, 1.43it/s][A 35%|███▍ | 27/78 [00:20<00:35, 1.45it/s][A 36%|███▌ | 28/78 [00:20<00:35, 1.40it/s][A 37%|███▋ | 29/78 [00:21<00:33, 1.47it/s][A 38%|███▊ | 30/78 [00:22<00:34, 1.37it/s][A 40%|███▉ | 31/78 [00:22<00:32, 1.43it/s][A 41%|████ | 32/78 [00:23<00:31, 1.45it/s][A 42%|████▏ | 33/78 [00:24<00:30, 1.48it/s][A 44%|████▎ | 34/78 [00:24<00:28, 1.52it/s][A 45%|████▍ | 35/78 [00:25<00:27, 1.56it/s][A 46%|████▌ | 36/78 [00:26<00:26, 1.56it/s][A 47%|████▋ | 37/78 [00:26<00:27, 1.48it/s][A 49%|████▊ | 38/78 [00:27<00:27, 1.44it/s][A 50%|█████ | 39/78 [00:28<00:30, 1.27it/s][A 51%|█████▏ | 40/78 [00:29<00:30, 1.25it/s][A 53%|█████▎ | 41/78 [00:30<00:32, 1.13it/s][A 54%|█████▍ | 42/78 [00:31<00:30, 1.18it/s][A 55%|█████▌ | 43/78 [00:32<00:30, 1.16it/s][A 56%|█████▋ | 44/78 [00:33<00:29, 1.17it/s][A 58%|█████▊ | 45/78 [00:33<00:27, 1.21it/s][A 59%|█████▉ | 46/78 [00:35<00:30, 1.05it/s][A 60%|██████ | 47/78 [00:35<00:26, 1.16it/s][A 62%|██████▏ | 48/78 [00:36<00:24, 1.24it/s][A 63%|██████▎ | 49/78 [00:36<00:21, 1.35it/s][A 64%|██████▍ | 50/78 [00:37<00:20, 1.37it/s][A 65%|██████▌ | 51/78 [00:38<00:18, 1.45it/s][A 67%|██████▋ | 52/78 [00:38<00:17, 1.47it/s][A 68%|██████▊ | 53/78 [00:39<00:16, 1.47it/s][A 69%|██████▉ | 54/78 [00:40<00:17, 1.39it/s][A 71%|███████ | 55/78 [00:41<00:17, 1.35it/s][A 72%|███████▏ | 56/78 [00:41<00:16, 1.34it/s][A 73%|███████▎ | 57/78 [00:43<00:18, 1.12it/s][A 74%|███████▍ | 58/78 [00:44<00:17, 1.14it/s][A 76%|███████▌ | 59/78 [00:45<00:17, 1.10it/s][A 77%|███████▋ | 60/78 [00:45<00:15, 1.17it/s][A 78%|███████▊ | 61/78 [00:46<00:14, 1.20it/s][A 79%|███████▉ | 62/78 [00:47<00:13, 1.22it/s][A 81%|████████ | 63/78 [00:48<00:12, 1.24it/s][A 82%|████████▏ | 64/78 [00:48<00:11, 1.24it/s][A 83%|████████▎ | 65/78 [00:49<00:10, 1.25it/s][A 85%|████████▍ | 66/78 [00:50<00:09, 1.29it/s][A 86%|████████▌ | 67/78 [00:51<00:08, 1.28it/s][A 87%|████████▋ | 68/78 [00:51<00:07, 1.29it/s][A 88%|████████▊ | 69/78 [00:52<00:06, 1.31it/s][A 90%|████████▉ | 70/78 [00:53<00:06, 1.25it/s][A 91%|█████████ | 71/78 [00:54<00:05, 1.31it/s][A 92%|█████████▏| 72/78 [00:54<00:04, 1.33it/s][A 94%|█████████▎| 73/78 [00:55<00:03, 1.31it/s][A 95%|█████████▍| 74/78 [00:56<00:03, 1.30it/s][A 96%|█████████▌| 75/78 [00:57<00:02, 1.31it/s][A 97%|█████████▋| 76/78 [00:58<00:01, 1.30it/s][A 99%|█████████▊| 77/78 [00:58<00:00, 1.35it/s][A 100%|██████████| 78/78 [00:59<00:00, 1.69it/s][A [A 72%|███████▎ | 14500/20000 [17:29:26<5:37:57, 3.69s/it] 100%|██████████| 78/78 [01:00<00:00, 1.69it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-14500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-14500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-14500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-14500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-14000] due to args.save_total_limit 73%|███████▎ | 14501/20000 [17:29:40<38:38:44, 25.30s/it] 73%|███████▎ | 14502/20000 [17:29:43<28:24:05, 18.60s/it] 73%|███████▎ | 14503/20000 [17:29:46<21:10:18, 13.87s/it] 73%|███████▎ | 14504/20000 [17:29:49<16:02:05, 10.50s/it] 73%|███████▎ | 14505/20000 [17:29:51<12:19:34, 8.08s/it] 73%|███████▎ | 14506/20000 [17:29:53<9:27:29, 6.20s/it] 73%|███████▎ | 14507/20000 [17:29:58<8:59:36, 5.89s/it] 73%|███████▎ | 14508/20000 [17:30:01<7:33:28, 4.95s/it] 73%|███████▎ | 14509/20000 [17:30:10<9:30:43, 6.24s/it] 73%|███████▎ | 14510/20000 [17:30:16<9:21:36, 6.14s/it] 73%|███████▎ | 14511/20000 [17:30:21<8:57:28, 5.88s/it] 73%|███████▎ | 14512/20000 [17:30:26<8:28:41, 5.56s/it] 73%|███████▎ | 14513/20000 [17:30:31<8:01:26, 5.26s/it] 73%|███████▎ | 14514/20000 [17:30:35<7:36:17, 4.99s/it] 73%|███████▎ | 14515/20000 [17:30:39<7:10:30, 4.71s/it] 73%|███████▎ | 14516/20000 [17:30:43<6:47:45, 4.46s/it] 73%|███████▎ | 14517/20000 [17:30:47<6:28:30, 4.25s/it] 73%|███████▎ | 14518/20000 [17:30:50<6:11:56, 4.07s/it] 73%|███████▎ | 14519/20000 [17:30:54<5:56:40, 3.90s/it] 73%|███████▎ | 14520/20000 [17:30:57<5:42:40, 3.75s/it] 73%|███████▎ | 14521/20000 [17:31:00<5:28:52, 3.60s/it] 73%|███████▎ | 14522/20000 [17:31:04<5:16:17, 3.46s/it] 73%|███████▎ | 14523/20000 [17:31:07<5:00:55, 3.30s/it] 73%|███████▎ | 14524/20000 [17:31:09<4:45:56, 3.13s/it] 73%|███████▎ | 14525/20000 [17:31:12<4:30:36, 2.97s/it] 73%|███████▎ | 14526/20000 [17:31:14<4:12:54, 2.77s/it] 73%|███████▎ | 14527/20000 [17:31:16<3:43:06, 2.45s/it] 73%|███████▎ | 14528/20000 [17:31:24<6:13:02, 4.09s/it] 73%|███████▎ | 14529/20000 [17:31:30<6:58:13, 4.59s/it] 73%|███████▎ | 14530/20000 [17:31:35<7:12:40, 4.75s/it] 73%|███████▎ | 14531/20000 [17:31:39<7:12:05, 4.74s/it] 73%|███████▎ | 14532/20000 [17:31:44<7:05:19, 4.67s/it] 73%|███████▎ | 14533/20000 [17:31:48<6:55:10, 4.56s/it] 73%|███████▎ | 14534/20000 [17:31:52<6:41:05, 4.40s/it] 73%|███████▎ | 14535/20000 [17:31:56<6:27:02, 4.25s/it] 73%|███████▎ | 14536/20000 [17:32:00<6:13:16, 4.10s/it] 73%|███████▎ | 14537/20000 [17:32:03<6:00:17, 3.96s/it] 73%|███████▎ | 14538/20000 [17:32:07<5:46:27, 3.81s/it] 73%|███████▎ | 14539/20000 [17:32:10<5:33:29, 3.66s/it] 73%|███████▎ | 14540/20000 [17:32:13<5:21:00, 3.53s/it] 73%|███████▎ | 14541/20000 [17:32:17<5:09:58, 3.41s/it] 73%|███████▎ | 14542/20000 [17:32:19<4:56:21, 3.26s/it] 73%|███████▎ | 14543/20000 [17:32:22<4:42:53, 3.11s/it] 73%|███████▎ | 14544/20000 [17:32:25<4:28:04, 2.95s/it] 73%|███████▎ | 14545/20000 [17:32:27<4:10:14, 2.75s/it] 73%|███████▎ | 14546/20000 [17:32:29<3:40:45, 2.43s/it] 73%|███████▎ | 14547/20000 [17:32:37<6:25:15, 4.24s/it] 73%|███████▎ | 14548/20000 [17:32:43<7:09:34, 4.73s/it] 73%|███████▎ | 14549/20000 [17:32:48<7:23:04, 4.88s/it] 73%|███████▎ | 14550/20000 [17:32:53<7:20:37, 4.85s/it] 73%|███████▎ | 14551/20000 [17:32:58<7:11:20, 4.75s/it] 73%|███████▎ | 14552/20000 [17:33:02<6:58:41, 4.61s/it] 73%|███████▎ | 14553/20000 [17:33:06<6:41:36, 4.42s/it] 73%|███████▎ | 14554/20000 [17:33:10<6:27:05, 4.26s/it] 73%|███████▎ | 14555/20000 [17:33:14<6:13:00, 4.11s/it] 73%|███████▎ | 14556/20000 [17:33:17<5:59:33, 3.96s/it] 73%|███████▎ | 14557/20000 [17:33:21<5:45:26, 3.81s/it] 73%|███████▎ | 14558/20000 [17:33:24<5:32:08, 3.66s/it] 73%|███████▎ | 14559/20000 [17:33:27<5:18:54, 3.52s/it] 73%|███████▎ | 14560/20000 [17:33:30<5:06:28, 3.38s/it] 73%|███████▎ | 14561/20000 [17:33:33<4:56:39, 3.27s/it] 73%|███████▎ | 14562/20000 [17:33:36<4:44:49, 3.14s/it] 73%|███████▎ | 14563/20000 [17:33:39<4:31:33, 3.00s/it] 73%|███████▎ | 14564/20000 [17:33:41<4:15:26, 2.82s/it] 73%|███████▎ | 14565/20000 [17:33:43<3:48:13, 2.52s/it] 73%|███████▎ | 14566/20000 [17:33:51<6:22:20, 4.22s/it] 73%|███████▎ | 14567/20000 [17:33:57<7:12:16, 4.77s/it] 73%|███████▎ | 14568/20000 [17:34:02<7:25:55, 4.93s/it] 73%|███████▎ | 14569/20000 [17:34:07<7:27:28, 4.94s/it] 73%|███████▎ | 14570/20000 [17:34:12<7:20:28, 4.87s/it] 73%|███████▎ | 14571/20000 [17:34:17<7:10:43, 4.76s/it] 73%|███████▎ | 14572/20000 [17:34:21<6:55:53, 4.60s/it] 73%|███████▎ | 14573/20000 [17:34:25<6:40:53, 4.43s/it] 73%|███████▎ | 14574/20000 [17:34:29<6:27:35, 4.29s/it] 73%|███████▎ | 14575/20000 [17:34:33<6:13:02, 4.13s/it] 73%|███████▎ | 14576/20000 [17:34:36<5:57:25, 3.95s/it] 73%|███████▎ | 14577/20000 [17:34:40<5:43:34, 3.80s/it] 73%|███████▎ | 14578/20000 [17:34:43<5:32:02, 3.67s/it] 73%|███████▎ | 14579/20000 [17:34:46<5:21:28, 3.56s/it] 73%|███████▎ | 14580/20000 [17:34:49<5:07:46, 3.41s/it] 73%|███████▎ | 14581/20000 [17:34:52<4:54:09, 3.26s/it] 73%|███████▎ | 14582/20000 [17:34:55<4:39:41, 3.10s/it] 73%|███████▎ | 14583/20000 [17:34:57<4:21:34, 2.90s/it] 73%|███████▎ | 14584/20000 [17:34:59<3:54:08, 2.59s/it] 73%|███████▎ | 14585/20000 [17:35:05<5:14:46, 3.49s/it] 73%|███████▎ | 14586/20000 [17:35:08<4:58:48, 3.31s/it] 73%|███████▎ | 14587/20000 [17:35:18<7:53:09, 5.24s/it] 73%|███████▎ | 14588/20000 [17:35:24<8:18:55, 5.53s/it] 73%|███████▎ | 14589/20000 [17:35:29<8:16:15, 5.50s/it] 73%|███████▎ | 14590/20000 [17:35:34<8:08:14, 5.41s/it] 73%|███████▎ | 14591/20000 [17:35:39<7:53:39, 5.25s/it] 73%|███████▎ | 14592/20000 [17:35:44<7:35:07, 5.05s/it] 73%|███████▎ | 14593/20000 [17:35:48<7:11:55, 4.79s/it] 73%|███████▎ | 14594/20000 [17:35:52<6:51:46, 4.57s/it] 73%|███████▎ | 14595/20000 [17:35:56<6:33:41, 4.37s/it] 73%|███████▎ | 14596/20000 [17:36:00<6:16:53, 4.18s/it] 73%|███████▎ | 14597/20000 [17:36:03<6:00:21, 4.00s/it] 73%|███████▎ | 14598/20000 [17:36:07<5:44:27, 3.83s/it] 73%|███████▎ | 14599/20000 [17:36:10<5:31:17, 3.68s/it] 73%|███████▎ | 14600/20000 [17:36:13<5:18:57, 3.54s/it] 73%|███████▎ | 14601/20000 [17:36:16<5:05:32, 3.40s/it] 73%|███████▎ | 14602/20000 [17:36:19<4:53:32, 3.26s/it] 73%|███████▎ | 14603/20000 [17:36:22<4:38:25, 3.10s/it] 73%|███████▎ | 14604/20000 [17:36:24<4:20:25, 2.90s/it] 73%|███████▎ | 14605/20000 [17:36:26<3:51:35, 2.58s/it] 73%|███████▎ | 14606/20000 [17:36:35<6:30:01, 4.34s/it] 73%|███████▎ | 14607/20000 [17:36:41<7:19:41, 4.89s/it] 73%|███████▎ | 14608/20000 [17:36:46<7:30:15, 5.01s/it] 73%|███████▎ | 14609/20000 [17:36:51<7:24:04, 4.94s/it] 73%|███████▎ | 14610/20000 [17:36:55<7:12:30, 4.81s/it] 73%|███████▎ | 14611/20000 [17:37:00<7:00:57, 4.69s/it] 73%|███████▎ | 14612/20000 [17:37:04<6:44:26, 4.50s/it] 73%|███████▎ | 14613/20000 [17:37:08<6:26:42, 4.31s/it] 73%|███████▎ | 14614/20000 [17:37:12<6:11:41, 4.14s/it] 73%|███████▎ | 14615/20000 [17:37:15<5:57:27, 3.98s/it] 73%|███████▎ | 14616/20000 [17:37:19<5:43:54, 3.83s/it] 73%|███████▎ | 14617/20000 [17:37:22<5:31:12, 3.69s/it] 73%|███████▎ | 14618/20000 [17:37:25<5:18:13, 3.55s/it] 73%|███████▎ | 14619/20000 [17:37:28<5:05:50, 3.41s/it] 73%|███████▎ | 14620/20000 [17:37:31<4:51:55, 3.26s/it] 73%|███████▎ | 14621/20000 [17:37:34<4:38:24, 3.11s/it] 73%|███████▎ | 14622/20000 [17:37:36<4:23:42, 2.94s/it] 73%|███████▎ | 14623/20000 [17:37:39<4:06:59, 2.76s/it] 73%|███████▎ | 14624/20000 [17:37:41<3:39:57, 2.45s/it] 73%|███████▎ | 14625/20000 [17:37:48<6:05:58, 4.09s/it] 73%|███████▎ | 14626/20000 [17:37:54<6:52:41, 4.61s/it] 73%|███████▎ | 14627/20000 [17:37:59<7:07:15, 4.77s/it] 73%|███████▎ | 14628/20000 [17:38:04<7:06:34, 4.76s/it] 73%|███████▎ | 14629/20000 [17:38:09<7:00:03, 4.69s/it] 73%|███████▎ | 14630/20000 [17:38:13<6:49:37, 4.58s/it] 73%|███████▎ | 14631/20000 [17:38:17<6:35:58, 4.43s/it] 73%|███████▎ | 14632/20000 [17:38:21<6:21:46, 4.27s/it] 73%|███████▎ | 14633/20000 [17:38:25<6:08:34, 4.12s/it] 73%|███████▎ | 14634/20000 [17:38:28<5:54:46, 3.97s/it] 73%|███████▎ | 14635/20000 [17:38:32<5:41:14, 3.82s/it] 73%|███████▎ | 14636/20000 [17:38:35<5:29:11, 3.68s/it] 73%|███████▎ | 14637/20000 [17:38:38<5:17:07, 3.55s/it] 73%|███████▎ | 14638/20000 [17:38:42<5:06:09, 3.43s/it] 73%|███████▎ | 14639/20000 [17:38:45<4:52:54, 3.28s/it] 73%|███████▎ | 14640/20000 [17:38:47<4:38:37, 3.12s/it] 73%|███████▎ | 14641/20000 [17:38:50<4:23:57, 2.96s/it] 73%|███████▎ | 14642/20000 [17:38:52<4:06:41, 2.76s/it] 73%|███████▎ | 14643/20000 [17:38:54<3:38:34, 2.45s/it] 73%|███████▎ | 14644/20000 [17:39:02<6:17:28, 4.23s/it] 73%|███████▎ | 14645/20000 [17:39:08<6:57:35, 4.68s/it] 73%|███████▎ | 14646/20000 [17:39:13<7:08:44, 4.80s/it] 73%|███████▎ | 14647/20000 [17:39:18<7:08:01, 4.80s/it] 73%|███████▎ | 14648/20000 [17:39:22<6:59:56, 4.71s/it] 73%|███████▎ | 14649/20000 [17:39:27<6:50:21, 4.60s/it] 73%|███████▎ | 14650/20000 [17:39:31<6:35:01, 4.43s/it] 73%|███████▎ | 14651/20000 [17:39:35<6:20:36, 4.27s/it] 73%|███████▎ | 14652/20000 [17:39:38<6:07:06, 4.12s/it] 73%|███████▎ | 14653/20000 [17:39:42<5:52:53, 3.96s/it] 73%|███████▎ | 14654/20000 [17:39:45<5:38:53, 3.80s/it] 73%|███████▎ | 14655/20000 [17:39:49<5:25:17, 3.65s/it] 73%|███████▎ | 14656/20000 [17:39:52<5:12:51, 3.51s/it] 73%|███████▎ | 14657/20000 [17:39:55<5:01:35, 3.39s/it] 73%|███████▎ | 14658/20000 [17:39:58<4:48:42, 3.24s/it] 73%|███████▎ | 14659/20000 [17:40:01<4:36:24, 3.11s/it] 73%|███████▎ | 14660/20000 [17:40:03<4:23:15, 2.96s/it] 73%|███████▎ | 14661/20000 [17:40:06<4:06:37, 2.77s/it] 73%|███████▎ | 14662/20000 [17:40:07<3:39:05, 2.46s/it] 73%|███████▎ | 14663/20000 [17:40:13<4:59:38, 3.37s/it] 73%|███████▎ | 14664/20000 [17:40:16<4:43:57, 3.19s/it] 73%|███████▎ | 14665/20000 [17:40:25<7:20:12, 4.95s/it] 73%|███████▎ | 14666/20000 [17:40:30<7:41:40, 5.19s/it] 73%|███████▎ | 14667/20000 [17:40:36<7:39:11, 5.17s/it] 73%|███████▎ | 14668/20000 [17:40:40<7:27:48, 5.04s/it] 73%|███████▎ | 14669/20000 [17:40:45<7:11:55, 4.86s/it] 73%|███████▎ | 14670/20000 [17:40:49<6:53:00, 4.65s/it] 73%|███████▎ | 14671/20000 [17:40:53<6:33:56, 4.44s/it] 73%|███████▎ | 14672/20000 [17:40:57<6:16:14, 4.24s/it] 73%|███████▎ | 14673/20000 [17:41:00<6:01:24, 4.07s/it] 73%|███████▎ | 14674/20000 [17:41:04<5:46:01, 3.90s/it] 73%|███████▎ | 14675/20000 [17:41:07<5:32:47, 3.75s/it] 73%|███████▎ | 14676/20000 [17:41:11<5:20:41, 3.61s/it] 73%|███████▎ | 14677/20000 [17:41:14<5:09:06, 3.48s/it] 73%|███████▎ | 14678/20000 [17:41:17<4:58:05, 3.36s/it] 73%|███████▎ | 14679/20000 [17:41:20<4:44:52, 3.21s/it] 73%|███████▎ | 14680/20000 [17:41:22<4:32:38, 3.07s/it] 73%|███████▎ | 14681/20000 [17:41:25<4:18:55, 2.92s/it] 73%|███████▎ | 14682/20000 [17:41:27<4:02:32, 2.74s/it] 73%|███████▎ | 14683/20000 [17:41:29<3:34:40, 2.42s/it] 73%|███████▎ | 14684/20000 [17:41:37<6:17:30, 4.26s/it] 73%|███████▎ | 14685/20000 [17:41:43<7:01:22, 4.76s/it] 73%|███████▎ | 14686/20000 [17:41:49<7:14:44, 4.91s/it] 73%|███████▎ | 14687/20000 [17:41:53<7:11:15, 4.87s/it] 73%|███████▎ | 14688/20000 [17:41:58<7:01:15, 4.76s/it] 73%|███████▎ | 14689/20000 [17:42:02<6:50:03, 4.63s/it] 73%|███████▎ | 14690/20000 [17:42:06<6:36:17, 4.48s/it] 73%|███████▎ | 14691/20000 [17:42:10<6:21:55, 4.32s/it] 73%|███████▎ | 14692/20000 [17:42:14<6:08:47, 4.17s/it] 73%|███████▎ | 14693/20000 [17:42:18<5:55:31, 4.02s/it] 73%|███████▎ | 14694/20000 [17:42:21<5:42:08, 3.87s/it] 73%|███████▎ | 14695/20000 [17:42:25<5:29:13, 3.72s/it] 73%|███████▎ | 14696/20000 [17:42:28<5:17:11, 3.59s/it] 73%|███████▎ | 14697/20000 [17:42:31<5:05:08, 3.45s/it] 73%|███████▎ | 14698/20000 [17:42:34<4:50:59, 3.29s/it] 73%|███████▎ | 14699/20000 [17:42:37<4:37:23, 3.14s/it] 74%|███████▎ | 14700/20000 [17:42:39<4:23:19, 2.98s/it] 74%|███████▎ | 14701/20000 [17:42:42<4:06:27, 2.79s/it] 74%|███████▎ | 14702/20000 [17:42:44<3:39:00, 2.48s/it] 74%|███████▎ | 14703/20000 [17:42:51<5:55:46, 4.03s/it] 74%|███████▎ | 14704/20000 [17:42:57<6:42:47, 4.56s/it] 74%|███████▎ | 14705/20000 [17:43:02<6:58:44, 4.74s/it] 74%|███████▎ | 14706/20000 [17:43:07<6:59:10, 4.75s/it] 74%|███████▎ | 14707/20000 [17:43:11<6:53:15, 4.68s/it] 74%|███████▎ | 14708/20000 [17:43:16<6:43:29, 4.57s/it] 74%|███████▎ | 14709/20000 [17:43:20<6:28:16, 4.40s/it] 74%|███████▎ | 14710/20000 [17:43:24<6:13:42, 4.24s/it] 74%|███████▎ | 14711/20000 [17:43:27<6:00:31, 4.09s/it] 74%|███████▎ | 14712/20000 [17:43:31<5:47:04, 3.94s/it] 74%|███████▎ | 14713/20000 [17:43:34<5:34:23, 3.79s/it] 74%|███████▎ | 14714/20000 [17:43:38<5:22:02, 3.66s/it] 74%|███████▎ | 14715/20000 [17:43:41<5:09:42, 3.52s/it] 74%|███████▎ | 14716/20000 [17:43:44<4:58:26, 3.39s/it] 74%|███████▎ | 14717/20000 [17:43:47<4:46:03, 3.25s/it] 74%|███████▎ | 14718/20000 [17:43:50<4:33:45, 3.11s/it] 74%|███████▎ | 14719/20000 [17:43:52<4:21:21, 2.97s/it] 74%|███████▎ | 14720/20000 [17:43:55<4:05:11, 2.79s/it] 74%|███████▎ | 14721/20000 [17:43:56<3:37:14, 2.47s/it] 74%|███████▎ | 14722/20000 [17:44:05<6:09:48, 4.20s/it] 74%|███████▎ | 14723/20000 [17:44:11<6:56:34, 4.74s/it] 74%|███████▎ | 14724/20000 [17:44:16<7:10:14, 4.89s/it] 74%|███████▎ | 14725/20000 [17:44:21<7:09:22, 4.88s/it] 74%|███████▎ | 14726/20000 [17:44:25<7:00:34, 4.78s/it] 74%|███████▎ | 14727/20000 [17:44:30<6:49:12, 4.66s/it] 74%|███████▎ | 14728/20000 [17:44:34<6:36:38, 4.51s/it] 74%|███████▎ | 14729/20000 [17:44:38<6:25:33, 4.39s/it] 74%|███████▎ | 14730/20000 [17:44:42<6:14:44, 4.27s/it] 74%|███████▎ | 14731/20000 [17:44:46<6:03:16, 4.14s/it] 74%|███████▎ | 14732/20000 [17:44:50<5:51:31, 4.00s/it] 74%|███████▎ | 14733/20000 [17:44:53<5:37:40, 3.85s/it] 74%|███████▎ | 14734/20000 [17:44:56<5:24:29, 3.70s/it] 74%|███████▎ | 14735/20000 [17:45:00<5:12:16, 3.56s/it] 74%|███████▎ | 14736/20000 [17:45:03<4:55:58, 3.37s/it] 74%|███████▎ | 14737/20000 [17:45:05<4:39:59, 3.19s/it] 74%|███████▎ | 14738/20000 [17:45:08<4:24:13, 3.01s/it] 74%|███████▎ | 14739/20000 [17:45:10<4:05:53, 2.80s/it] 74%|███████▎ | 14740/20000 [17:45:12<3:39:09, 2.50s/it] 74%|███████▎ | 14741/20000 [17:45:17<4:50:39, 3.32s/it] 74%|███████▎ | 14742/20000 [17:45:20<4:33:32, 3.12s/it] 74%|███████▎ | 14743/20000 [17:45:29<7:11:34, 4.93s/it] 74%|███████▎ | 14744/20000 [17:45:35<7:39:08, 5.24s/it] 74%|███████▎ | 14745/20000 [17:45:40<7:44:54, 5.31s/it] 74%|███████▎ | 14746/20000 [17:45:45<7:37:03, 5.22s/it] 74%|███████▎ | 14747/20000 [17:45:50<7:23:28, 5.07s/it] 74%|███████▎ | 14748/20000 [17:45:55<7:09:13, 4.90s/it] 74%|███████▎ | 14749/20000 [17:45:59<6:52:46, 4.72s/it] 74%|███████▍ | 14750/20000 [17:46:03<6:36:10, 4.53s/it] 74%|███████▍ | 14751/20000 [17:46:07<6:19:38, 4.34s/it] 74%|███████▍ | 14752/20000 [17:46:11<6:04:09, 4.16s/it] 74%|███████▍ | 14753/20000 [17:46:14<5:49:28, 4.00s/it] 74%|███████▍ | 14754/20000 [17:46:18<5:36:32, 3.85s/it] 74%|███████▍ | 14755/20000 [17:46:21<5:23:12, 3.70s/it] 74%|███████▍ | 14756/20000 [17:46:24<5:10:59, 3.56s/it] 74%|███████▍ | 14757/20000 [17:46:27<4:57:31, 3.40s/it] 74%|███████▍ | 14758/20000 [17:46:30<4:43:43, 3.25s/it] 74%|███████▍ | 14759/20000 [17:46:33<4:29:14, 3.08s/it] 74%|███████▍ | 14760/20000 [17:46:35<4:12:08, 2.89s/it] 74%|███████▍ | 14761/20000 [17:46:37<3:41:28, 2.54s/it] 74%|███████▍ | 14762/20000 [17:46:46<6:28:28, 4.45s/it] 74%|███████▍ | 14763/20000 [17:46:52<7:10:10, 4.93s/it] 74%|███████▍ | 14764/20000 [17:46:58<7:21:19, 5.06s/it] 74%|███████▍ | 14765/20000 [17:47:02<7:18:00, 5.02s/it] 74%|███████▍ | 14766/20000 [17:47:07<7:09:31, 4.92s/it] 74%|███████▍ | 14767/20000 [17:47:12<6:58:26, 4.80s/it] 74%|███████▍ | 14768/20000 [17:47:16<6:42:20, 4.61s/it] 74%|███████▍ | 14769/20000 [17:47:20<6:28:21, 4.45s/it] 74%|███████▍ | 14770/20000 [17:47:24<6:14:59, 4.30s/it] 74%|███████▍ | 14771/20000 [17:47:28<6:00:55, 4.14s/it] 74%|███████▍ | 14772/20000 [17:47:31<5:46:13, 3.97s/it] 74%|███████▍ | 14773/20000 [17:47:35<5:32:58, 3.82s/it] 74%|███████▍ | 14774/20000 [17:47:38<5:21:09, 3.69s/it] 74%|███████▍ | 14775/20000 [17:47:41<5:11:34, 3.58s/it] 74%|███████▍ | 14776/20000 [17:47:44<4:58:39, 3.43s/it] 74%|███████▍ | 14777/20000 [17:47:47<4:44:54, 3.27s/it] 74%|███████▍ | 14778/20000 [17:47:50<4:30:14, 3.11s/it] 74%|███████▍ | 14779/20000 [17:47:53<4:12:05, 2.90s/it] 74%|███████▍ | 14780/20000 [17:47:54<3:43:55, 2.57s/it] 74%|███████▍ | 14781/20000 [17:48:03<6:31:04, 4.50s/it] 74%|███████▍ | 14782/20000 [17:48:10<7:21:32, 5.08s/it] 74%|███████▍ | 14783/20000 [17:48:15<7:33:50, 5.22s/it] 74%|███████▍ | 14784/20000 [17:48:20<7:29:51, 5.17s/it] 74%|███████▍ | 14785/20000 [17:48:25<7:20:29, 5.07s/it] 74%|███████▍ | 14786/20000 [17:48:30<7:06:38, 4.91s/it] 74%|███████▍ | 14787/20000 [17:48:34<6:49:09, 4.71s/it] 74%|███████▍ | 14788/20000 [17:48:38<6:32:56, 4.52s/it] 74%|███████▍ | 14789/20000 [17:48:42<6:18:45, 4.36s/it] 74%|███████▍ | 14790/20000 [17:48:46<5:59:49, 4.14s/it] 74%|███████▍ | 14791/20000 [17:48:49<5:42:03, 3.94s/it] 74%|███████▍ | 14792/20000 [17:48:53<5:28:21, 3.78s/it] 74%|███████▍ | 14793/20000 [17:48:56<5:14:23, 3.62s/it] 74%|███████▍ | 14794/20000 [17:48:59<5:02:02, 3.48s/it] 74%|███████▍ | 14795/20000 [17:49:02<4:50:49, 3.35s/it] 74%|███████▍ | 14796/20000 [17:49:05<4:39:01, 3.22s/it] 74%|███████▍ | 14797/20000 [17:49:08<4:24:51, 3.05s/it] 74%|███████▍ | 14798/20000 [17:49:10<4:07:59, 2.86s/it] 74%|███████▍ | 14799/20000 [17:49:12<3:41:07, 2.55s/it] 74%|███████▍ | 14800/20000 [17:49:20<6:14:38, 4.32s/it] 74%|███████▍ | 14801/20000 [17:49:26<7:03:39, 4.89s/it] 74%|███████▍ | 14802/20000 [17:49:32<7:20:42, 5.09s/it] 74%|███████▍ | 14803/20000 [17:49:38<7:31:47, 5.22s/it] 74%|███████▍ | 14804/20000 [17:49:42<7:13:00, 5.00s/it] 74%|███████▍ | 14805/20000 [17:49:46<6:54:04, 4.78s/it] 74%|███████▍ | 14806/20000 [17:49:50<6:35:36, 4.57s/it] 74%|███████▍ | 14807/20000 [17:49:54<6:17:51, 4.37s/it] 74%|███████▍ | 14808/20000 [17:49:58<6:02:15, 4.19s/it] 74%|███████▍ | 14809/20000 [17:50:02<5:47:40, 4.02s/it] 74%|███████▍ | 14810/20000 [17:50:05<5:34:24, 3.87s/it] 74%|███████▍ | 14811/20000 [17:50:09<5:21:02, 3.71s/it] 74%|███████▍ | 14812/20000 [17:50:12<5:08:56, 3.57s/it] 74%|███████▍ | 14813/20000 [17:50:15<4:57:10, 3.44s/it] 74%|███████▍ | 14814/20000 [17:50:18<4:43:34, 3.28s/it] 74%|███████▍ | 14815/20000 [17:50:21<4:30:16, 3.13s/it] 74%|███████▍ | 14816/20000 [17:50:23<4:17:27, 2.98s/it] 74%|███████▍ | 14817/20000 [17:50:26<4:01:36, 2.80s/it] 74%|███████▍ | 14818/20000 [17:50:27<3:36:11, 2.50s/it] 74%|███████▍ | 14819/20000 [17:50:33<4:51:17, 3.37s/it] 74%|███████▍ | 14820/20000 [17:50:36<4:36:33, 3.20s/it] 74%|███████▍ | 14821/20000 [17:50:45<7:07:26, 4.95s/it] 74%|███████▍ | 14822/20000 [17:50:50<7:29:58, 5.21s/it] 74%|███████▍ | 14823/20000 [17:50:56<7:28:56, 5.20s/it] 74%|███████▍ | 14824/20000 [17:51:00<7:18:12, 5.08s/it] 74%|███████▍ | 14825/20000 [17:51:05<7:03:09, 4.91s/it] 74%|███████▍ | 14826/20000 [17:51:09<6:48:22, 4.74s/it] 74%|███████▍ | 14827/20000 [17:51:13<6:31:56, 4.55s/it] 74%|███████▍ | 14828/20000 [17:51:17<6:15:30, 4.36s/it] 74%|███████▍ | 14829/20000 [17:51:21<6:01:35, 4.20s/it] 74%|███████▍ | 14830/20000 [17:51:25<5:46:38, 4.02s/it] 74%|███████▍ | 14831/20000 [17:51:28<5:32:14, 3.86s/it] 74%|███████▍ | 14832/20000 [17:51:32<5:17:49, 3.69s/it] 74%|███████▍ | 14833/20000 [17:51:35<5:05:22, 3.55s/it] 74%|███████▍ | 14834/20000 [17:51:38<4:53:30, 3.41s/it] 74%|███████▍ | 14835/20000 [17:51:41<4:41:17, 3.27s/it] 74%|███████▍ | 14836/20000 [17:51:44<4:28:12, 3.12s/it] 74%|███████▍ | 14837/20000 [17:51:46<4:14:34, 2.96s/it] 74%|███████▍ | 14838/20000 [17:51:48<3:58:03, 2.77s/it] 74%|███████▍ | 14839/20000 [17:51:50<3:29:31, 2.44s/it] 74%|███████▍ | 14840/20000 [17:51:58<5:57:32, 4.16s/it] 74%|███████▍ | 14841/20000 [17:52:04<6:42:45, 4.68s/it] 74%|███████▍ | 14842/20000 [17:52:09<6:54:32, 4.82s/it] 74%|███████▍ | 14843/20000 [17:52:14<6:52:23, 4.80s/it] 74%|███████▍ | 14844/20000 [17:52:19<6:43:47, 4.70s/it] 74%|███████▍ | 14845/20000 [17:52:23<6:31:45, 4.56s/it] 74%|███████▍ | 14846/20000 [17:52:27<6:16:58, 4.39s/it] 74%|███████▍ | 14847/20000 [17:52:31<6:04:32, 4.24s/it] 74%|███████▍ | 14848/20000 [17:52:34<5:51:22, 4.09s/it] 74%|███████▍ | 14849/20000 [17:52:38<5:38:35, 3.94s/it] 74%|███████▍ | 14850/20000 [17:52:41<5:25:15, 3.79s/it] 74%|███████▍ | 14851/20000 [17:52:45<5:13:09, 3.65s/it] 74%|███████▍ | 14852/20000 [17:52:48<5:01:52, 3.52s/it] 74%|███████▍ | 14853/20000 [17:52:51<4:50:50, 3.39s/it] 74%|███████▍ | 14854/20000 [17:52:54<4:38:28, 3.25s/it] 74%|███████▍ | 14855/20000 [17:52:57<4:26:03, 3.10s/it] 74%|███████▍ | 14856/20000 [17:52:59<4:12:04, 2.94s/it] 74%|███████▍ | 14857/20000 [17:53:02<3:56:12, 2.76s/it] 74%|███████▍ | 14858/20000 [17:53:03<3:31:11, 2.46s/it] 74%|███████▍ | 14859/20000 [17:53:12<6:06:46, 4.28s/it] 74%|███████▍ | 14860/20000 [17:53:18<6:52:38, 4.82s/it] 74%|███████▍ | 14861/20000 [17:53:23<7:07:08, 4.99s/it] 74%|███████▍ | 14862/20000 [17:53:28<7:03:22, 4.94s/it] 74%|███████▍ | 14863/20000 [17:53:33<6:54:49, 4.85s/it] 74%|███████▍ | 14864/20000 [17:53:37<6:43:06, 4.71s/it] 74%|███████▍ | 14865/20000 [17:53:41<6:28:47, 4.54s/it] 74%|███████▍ | 14866/20000 [17:53:45<6:12:30, 4.35s/it] 74%|███████▍ | 14867/20000 [17:53:49<5:58:48, 4.19s/it] 74%|███████▍ | 14868/20000 [17:53:53<5:44:28, 4.03s/it] 74%|███████▍ | 14869/20000 [17:53:56<5:29:57, 3.86s/it] 74%|███████▍ | 14870/20000 [17:54:00<5:16:44, 3.70s/it] 74%|███████▍ | 14871/20000 [17:54:03<5:04:04, 3.56s/it] 74%|███████▍ | 14872/20000 [17:54:06<4:52:38, 3.42s/it] 74%|███████▍ | 14873/20000 [17:54:09<4:38:57, 3.26s/it] 74%|███████▍ | 14874/20000 [17:54:12<4:25:21, 3.11s/it] 74%|███████▍ | 14875/20000 [17:54:14<4:12:07, 2.95s/it] 74%|███████▍ | 14876/20000 [17:54:16<3:56:11, 2.77s/it] 74%|███████▍ | 14877/20000 [17:54:18<3:30:42, 2.47s/it] 74%|███████▍ | 14878/20000 [17:54:26<5:49:11, 4.09s/it] 74%|███████▍ | 14879/20000 [17:54:32<6:31:38, 4.59s/it] 74%|███████▍ | 14880/20000 [17:54:37<6:46:08, 4.76s/it] 74%|███████▍ | 14881/20000 [17:54:42<6:46:43, 4.77s/it] 74%|███████▍ | 14882/20000 [17:54:46<6:40:50, 4.70s/it] 74%|███████▍ | 14883/20000 [17:54:51<6:31:02, 4.59s/it] 74%|███████▍ | 14884/20000 [17:54:55<6:17:45, 4.43s/it] 74%|███████▍ | 14885/20000 [17:54:59<6:05:01, 4.28s/it] 74%|███████▍ | 14886/20000 [17:55:02<5:52:08, 4.13s/it] 74%|███████▍ | 14887/20000 [17:55:06<5:39:37, 3.99s/it] 74%|███████▍ | 14888/20000 [17:55:10<5:27:34, 3.84s/it] 74%|███████▍ | 14889/20000 [17:55:13<5:15:42, 3.71s/it] 74%|███████▍ | 14890/20000 [17:55:16<5:04:37, 3.58s/it] 74%|███████▍ | 14891/20000 [17:55:20<4:57:21, 3.49s/it] 74%|███████▍ | 14892/20000 [17:55:23<4:44:47, 3.35s/it] 74%|███████▍ | 14893/20000 [17:55:25<4:31:10, 3.19s/it] 74%|███████▍ | 14894/20000 [17:55:28<4:16:36, 3.02s/it] 74%|███████▍ | 14895/20000 [17:55:30<3:59:24, 2.81s/it] 74%|███████▍ | 14896/20000 [17:55:32<3:32:27, 2.50s/it] 74%|███████▍ | 14897/20000 [17:55:37<4:32:10, 3.20s/it] 74%|███████▍ | 14898/20000 [17:55:40<4:19:54, 3.06s/it] 74%|███████▍ | 14899/20000 [17:55:49<7:03:16, 4.98s/it] 74%|███████▍ | 14900/20000 [17:55:55<7:28:10, 5.27s/it] 75%|███████▍ | 14901/20000 [17:56:00<7:26:00, 5.25s/it] 75%|███████▍ | 14902/20000 [17:56:05<7:12:07, 5.09s/it] 75%|███████▍ | 14903/20000 [17:56:09<6:55:58, 4.90s/it] 75%|███████▍ | 14904/20000 [17:56:14<6:40:34, 4.72s/it] 75%|███████▍ | 14905/20000 [17:56:18<6:24:23, 4.53s/it] 75%|███████▍ | 14906/20000 [17:56:22<6:08:06, 4.34s/it] 75%|███████▍ | 14907/20000 [17:56:25<5:53:17, 4.16s/it] 75%|███████▍ | 14908/20000 [17:56:29<5:38:29, 3.99s/it] 75%|███████▍ | 14909/20000 [17:56:32<5:24:51, 3.83s/it] 75%|███████▍ | 14910/20000 [17:56:36<5:11:46, 3.68s/it] 75%|███████▍ | 14911/20000 [17:56:39<4:59:56, 3.54s/it] 75%|███████▍ | 14912/20000 [17:56:42<4:49:06, 3.41s/it] 75%|███████▍ | 14913/20000 [17:56:45<4:36:14, 3.26s/it] 75%|███████▍ | 14914/20000 [17:56:48<4:23:14, 3.11s/it] 75%|███████▍ | 14915/20000 [17:56:50<4:11:00, 2.96s/it] 75%|███████▍ | 14916/20000 [17:56:53<3:56:41, 2.79s/it] 75%|███████▍ | 14917/20000 [17:56:55<3:30:02, 2.48s/it] 75%|███████▍ | 14918/20000 [17:57:04<6:23:05, 4.52s/it] 75%|███████▍ | 14919/20000 [17:57:10<7:08:34, 5.06s/it] 75%|███████▍ | 14920/20000 [17:57:16<7:21:57, 5.22s/it] 75%|███████▍ | 14921/20000 [17:57:21<7:18:12, 5.18s/it] 75%|███████▍ | 14922/20000 [17:57:26<7:08:48, 5.07s/it] 75%|███████▍ | 14923/20000 [17:57:30<6:56:31, 4.92s/it] 75%|███████▍ | 14924/20000 [17:57:35<6:41:37, 4.75s/it] 75%|███████▍ | 14925/20000 [17:57:39<6:24:46, 4.55s/it] 75%|███████▍ | 14926/20000 [17:57:43<6:09:40, 4.37s/it] 75%|███████▍ | 14927/20000 [17:57:46<5:54:44, 4.20s/it] 75%|███████▍ | 14928/20000 [17:57:50<5:39:28, 4.02s/it] 75%|███████▍ | 14929/20000 [17:57:53<5:25:40, 3.85s/it] 75%|███████▍ | 14930/20000 [17:57:57<5:13:46, 3.71s/it] 75%|███████▍ | 14931/20000 [17:58:00<5:03:13, 3.59s/it] 75%|███████▍ | 14932/20000 [17:58:03<4:49:49, 3.43s/it] 75%|███████▍ | 14933/20000 [17:58:06<4:36:00, 3.27s/it] 75%|███████▍ | 14934/20000 [17:58:09<4:20:37, 3.09s/it] 75%|███████▍ | 14935/20000 [17:58:11<4:01:20, 2.86s/it] 75%|███████▍ | 14936/20000 [17:58:13<3:33:34, 2.53s/it] 75%|███████▍ | 14937/20000 [17:58:21<5:48:14, 4.13s/it] 75%|███████▍ | 14938/20000 [17:58:26<6:28:27, 4.60s/it] 75%|███████▍ | 14939/20000 [17:58:32<6:40:14, 4.75s/it] 75%|███████▍ | 14940/20000 [17:58:36<6:39:56, 4.74s/it] 75%|███████▍ | 14941/20000 [17:58:41<6:33:20, 4.67s/it] 75%|███████▍ | 14942/20000 [17:58:45<6:23:15, 4.55s/it] 75%|███████▍ | 14943/20000 [17:58:49<6:10:46, 4.40s/it] 75%|███████▍ | 14944/20000 [17:58:53<5:57:46, 4.25s/it] 75%|███████▍ | 14945/20000 [17:58:57<5:45:17, 4.10s/it] 75%|███████▍ | 14946/20000 [17:59:00<5:33:14, 3.96s/it] 75%|███████▍ | 14947/20000 [17:59:04<5:21:08, 3.81s/it] 75%|███████▍ | 14948/20000 [17:59:07<5:09:29, 3.68s/it] 75%|███████▍ | 14949/20000 [17:59:10<4:58:48, 3.55s/it] 75%|███████▍ | 14950/20000 [17:59:14<4:47:17, 3.41s/it] 75%|███████▍ | 14951/20000 [17:59:16<4:35:00, 3.27s/it] 75%|███████▍ | 14952/20000 [17:59:19<4:22:33, 3.12s/it] 75%|███████▍ | 14953/20000 [17:59:22<4:09:47, 2.97s/it] 75%|███████▍ | 14954/20000 [17:59:24<3:54:20, 2.79s/it] 75%|███████▍ | 14955/20000 [17:59:26<3:29:31, 2.49s/it] 75%|███████▍ | 14956/20000 [17:59:34<5:36:30, 4.00s/it] 75%|███████▍ | 14957/20000 [17:59:39<6:20:35, 4.53s/it] 75%|███████▍ | 14958/20000 [17:59:44<6:36:00, 4.71s/it] 75%|███████▍ | 14959/20000 [17:59:49<6:36:37, 4.72s/it] 75%|███████▍ | 14960/20000 [17:59:54<6:29:31, 4.64s/it] 75%|███████▍ | 14961/20000 [17:59:58<6:19:27, 4.52s/it] 75%|███████▍ | 14962/20000 [18:00:02<6:05:40, 4.36s/it] 75%|███████▍ | 14963/20000 [18:00:06<5:53:14, 4.21s/it] 75%|███████▍ | 14964/20000 [18:00:09<5:41:41, 4.07s/it] 75%|███████▍ | 14965/20000 [18:00:13<5:30:03, 3.93s/it] 75%|███████▍ | 14966/20000 [18:00:17<5:18:42, 3.80s/it] 75%|███████▍ | 14967/20000 [18:00:20<5:07:00, 3.66s/it] 75%|███████▍ | 14968/20000 [18:00:23<4:56:02, 3.53s/it] 75%|███████▍ | 14969/20000 [18:00:26<4:45:56, 3.41s/it] 75%|███████▍ | 14970/20000 [18:00:29<4:33:14, 3.26s/it] 75%|███████▍ | 14971/20000 [18:00:32<4:21:14, 3.12s/it] 75%|███████▍ | 14972/20000 [18:00:35<4:08:15, 2.96s/it] 75%|███████▍ | 14973/20000 [18:00:37<3:52:21, 2.77s/it] 75%|███████▍ | 14974/20000 [18:00:39<3:26:04, 2.46s/it] 75%|███████▍ | 14975/20000 [18:00:44<4:37:15, 3.31s/it] 75%|███████▍ | 14976/20000 [18:00:47<4:24:12, 3.16s/it] 75%|███████▍ | 14977/20000 [18:00:56<6:55:53, 4.97s/it] 75%|███████▍ | 14978/20000 [18:01:02<7:18:13, 5.24s/it] 75%|███████▍ | 14979/20000 [18:01:07<7:17:56, 5.23s/it] 75%|███████▍ | 14980/20000 [18:01:12<7:06:18, 5.10s/it] 75%|███████▍ | 14981/20000 [18:01:16<6:52:35, 4.93s/it] 75%|███████▍ | 14982/20000 [18:01:21<6:37:38, 4.75s/it] 75%|███████▍ | 14983/20000 [18:01:25<6:21:30, 4.56s/it] 75%|███████▍ | 14984/20000 [18:01:29<6:05:12, 4.37s/it] 75%|███████▍ | 14985/20000 [18:01:32<5:49:56, 4.19s/it] 75%|███████▍ | 14986/20000 [18:01:36<5:35:49, 4.02s/it] 75%|███████▍ | 14987/20000 [18:01:40<5:22:25, 3.86s/it] 75%|███████▍ | 14988/20000 [18:01:43<5:09:46, 3.71s/it] 75%|███████▍ | 14989/20000 [18:01:46<4:57:22, 3.56s/it] 75%|███████▍ | 14990/20000 [18:01:49<4:46:21, 3.43s/it] 75%|███████▍ | 14991/20000 [18:01:52<4:33:19, 3.27s/it] 75%|███████▍ | 14992/20000 [18:01:55<4:20:39, 3.12s/it] 75%|███████▍ | 14993/20000 [18:01:57<4:07:17, 2.96s/it] 75%|███████▍ | 14994/20000 [18:02:00<3:50:52, 2.77s/it] 75%|███████▍ | 14995/20000 [18:02:02<3:25:32, 2.46s/it] 75%|███████▍ | 14996/20000 [18:02:09<5:36:59, 4.04s/it] 75%|███████▍ | 14997/20000 [18:02:15<6:18:49, 4.54s/it] 75%|███████▍ | 14998/20000 [18:02:20<6:34:16, 4.73s/it] 75%|███████▍ | 14999/20000 [18:02:25<6:35:15, 4.74s/it] 75%|███████▌ | 15000/20000 [18:02:29<6:29:07, 4.67s/it] 75%|███████▌ | 15000/20000 [18:02:29<6:29:07, 4.67s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09374968707561493, 'eval_wer': 0.07124501550731059, 'eval_runtime': 61.1162, 'eval_samples_per_second': 30.385, 'eval_steps_per_second': 1.276, 'epoch': 185.9} {'loss': 0.0032, 'learning_rate': 0.00012825641025641026, 'epoch': 192.31} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:23, 3.23it/s][A 4%|▍ | 3/78 [00:01<00:32, 2.31it/s][A 5%|▌ | 4/78 [00:01<00:36, 2.01it/s][A 6%|▋ | 5/78 [00:02<00:40, 1.79it/s][A 8%|▊ | 6/78 [00:03<00:46, 1.56it/s][A 9%|▉ | 7/78 [00:04<00:51, 1.39it/s][A 10%|█ | 8/78 [00:05<00:54, 1.28it/s][A 12%|█▏ | 9/78 [00:06<00:56, 1.22it/s][A 13%|█▎ | 10/78 [00:06<00:54, 1.24it/s][A 14%|█▍ | 11/78 [00:07<00:52, 1.27it/s][A 15%|█▌ | 12/78 [00:08<00:49, 1.33it/s][A 17%|█▋ | 13/78 [00:08<00:46, 1.40it/s][A 18%|█▊ | 14/78 [00:09<00:47, 1.35it/s][A 19%|█▉ | 15/78 [00:10<00:48, 1.30it/s][A 21%|██ | 16/78 [00:11<00:49, 1.25it/s][A 22%|██▏ | 17/78 [00:12<00:48, 1.25it/s][A 23%|██▎ | 18/78 [00:13<00:51, 1.16it/s][A 24%|██▍ | 19/78 [00:13<00:49, 1.19it/s][A 26%|██▌ | 20/78 [00:14<00:44, 1.29it/s][A 27%|██▋ | 21/78 [00:15<00:45, 1.25it/s][A 28%|██▊ | 22/78 [00:16<00:42, 1.32it/s][A 29%|██▉ | 23/78 [00:16<00:40, 1.36it/s][A 31%|███ | 24/78 [00:17<00:40, 1.35it/s][A 32%|███▏ | 25/78 [00:18<00:37, 1.40it/s][A 33%|███▎ | 26/78 [00:18<00:36, 1.44it/s][A 35%|███▍ | 27/78 [00:19<00:34, 1.46it/s][A 36%|███▌ | 28/78 [00:20<00:35, 1.41it/s][A 37%|███▋ | 29/78 [00:20<00:32, 1.49it/s][A 38%|███▊ | 30/78 [00:21<00:34, 1.38it/s][A 40%|███▉ | 31/78 [00:22<00:32, 1.43it/s][A 41%|████ | 32/78 [00:22<00:31, 1.46it/s][A 42%|████▏ | 33/78 [00:23<00:30, 1.49it/s][A 44%|████▎ | 34/78 [00:24<00:28, 1.53it/s][A 45%|████▍ | 35/78 [00:24<00:27, 1.57it/s][A 46%|████▌ | 36/78 [00:25<00:26, 1.57it/s][A 47%|████▋ | 37/78 [00:26<00:27, 1.50it/s][A 49%|████▊ | 38/78 [00:26<00:27, 1.45it/s][A 50%|█████ | 39/78 [00:27<00:30, 1.29it/s][A 51%|█████▏ | 40/78 [00:28<00:30, 1.26it/s][A 53%|█████▎ | 41/78 [00:29<00:32, 1.14it/s][A 54%|█████▍ | 42/78 [00:30<00:30, 1.18it/s][A 55%|█████▌ | 43/78 [00:31<00:29, 1.17it/s][A 56%|█████▋ | 44/78 [00:32<00:28, 1.17it/s][A 58%|█████▊ | 45/78 [00:33<00:27, 1.21it/s][A 59%|█████▉ | 46/78 [00:34<00:30, 1.06it/s][A 60%|██████ | 47/78 [00:34<00:26, 1.17it/s][A 62%|██████▏ | 48/78 [00:35<00:24, 1.25it/s][A 63%|██████▎ | 49/78 [00:36<00:21, 1.35it/s][A 64%|██████▍ | 50/78 [00:36<00:20, 1.38it/s][A 65%|██████▌ | 51/78 [00:37<00:18, 1.47it/s][A 67%|██████▋ | 52/78 [00:38<00:17, 1.49it/s][A 68%|██████▊ | 53/78 [00:38<00:16, 1.50it/s][A 69%|██████▉ | 54/78 [00:39<00:16, 1.42it/s][A 71%|███████ | 55/78 [00:40<00:16, 1.37it/s][A 72%|███████▏ | 56/78 [00:41<00:16, 1.36it/s][A 73%|███████▎ | 57/78 [00:42<00:18, 1.14it/s][A 74%|███████▍ | 58/78 [00:43<00:17, 1.16it/s][A 76%|███████▌ | 59/78 [00:44<00:16, 1.13it/s][A 77%|███████▋ | 60/78 [00:44<00:15, 1.19it/s][A 78%|███████▊ | 61/78 [00:45<00:13, 1.22it/s][A 79%|███████▉ | 62/78 [00:46<00:12, 1.24it/s][A 81%|████████ | 63/78 [00:47<00:11, 1.25it/s][A 82%|████████▏ | 64/78 [00:47<00:11, 1.25it/s][A 83%|████████▎ | 65/78 [00:48<00:10, 1.26it/s][A 85%|████████▍ | 66/78 [00:49<00:09, 1.30it/s][A 86%|████████▌ | 67/78 [00:50<00:08, 1.29it/s][A 87%|████████▋ | 68/78 [00:50<00:07, 1.31it/s][A 88%|████████▊ | 69/78 [00:51<00:06, 1.32it/s][A 90%|████████▉ | 70/78 [00:52<00:06, 1.26it/s][A 91%|█████████ | 71/78 [00:53<00:05, 1.32it/s][A 92%|█████████▏| 72/78 [00:54<00:04, 1.34it/s][A 94%|█████████▎| 73/78 [00:54<00:03, 1.31it/s][A 95%|█████████▍| 74/78 [00:55<00:03, 1.31it/s][A 96%|█████████▌| 75/78 [00:56<00:02, 1.31it/s][A 97%|█████████▋| 76/78 [00:57<00:01, 1.30it/s][A 99%|█████████▊| 77/78 [00:57<00:00, 1.36it/s][A 100%|██████████| 78/78 [00:58<00:00, 1.69it/s][A [A 75%|███████▌ | 15000/20000 [18:03:30<6:29:07, 4.67s/it] 100%|██████████| 78/78 [00:59<00:00, 1.69it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-15000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-15000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-15000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-15000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-14500] due to args.save_total_limit 75%|███████▌ | 15001/20000 [18:03:46<36:14:00, 26.09s/it] 75%|███████▌ | 15002/20000 [18:03:50<27:04:10, 19.50s/it] 75%|███████▌ | 15003/20000 [18:03:54<20:35:14, 14.83s/it] 75%|███████▌ | 15004/20000 [18:03:57<15:58:51, 11.52s/it] 75%|███████▌ | 15005/20000 [18:04:01<12:41:50, 9.15s/it] 75%|███████▌ | 15006/20000 [18:04:04<10:20:10, 7.45s/it] 75%|███████▌ | 15007/20000 [18:04:08<8:38:29, 6.23s/it] 75%|███████▌ | 15008/20000 [18:04:11<7:23:26, 5.33s/it] 75%|███████▌ | 15009/20000 [18:04:14<6:28:15, 4.67s/it] 75%|███████▌ | 15010/20000 [18:04:17<5:45:23, 4.15s/it] 75%|███████▌ | 15011/20000 [18:04:20<5:10:54, 3.74s/it] 75%|███████▌ | 15012/20000 [18:04:23<4:42:08, 3.39s/it] 75%|███████▌ | 15013/20000 [18:04:25<4:15:33, 3.07s/it] 75%|███████▌ | 15014/20000 [18:04:27<3:42:48, 2.68s/it] 75%|███████▌ | 15015/20000 [18:04:35<5:59:50, 4.33s/it] 75%|███████▌ | 15016/20000 [18:04:41<6:35:55, 4.77s/it] 75%|███████▌ | 15017/20000 [18:04:46<6:44:26, 4.87s/it] 75%|███████▌ | 15018/20000 [18:04:50<6:40:38, 4.82s/it] 75%|███████▌ | 15019/20000 [18:04:55<6:31:40, 4.72s/it] 75%|███████▌ | 15020/20000 [18:04:59<6:19:16, 4.57s/it] 75%|███████▌ | 15021/20000 [18:05:03<6:04:37, 4.39s/it] 75%|███████▌ | 15022/20000 [18:05:07<5:50:57, 4.23s/it] 75%|███████▌ | 15023/20000 [18:05:11<5:37:56, 4.07s/it] 75%|███████▌ | 15024/20000 [18:05:14<5:24:40, 3.91s/it] 75%|███████▌ | 15025/20000 [18:05:18<5:12:36, 3.77s/it] 75%|███████▌ | 15026/20000 [18:05:21<5:00:32, 3.63s/it] 75%|███████▌ | 15027/20000 [18:05:24<4:49:15, 3.49s/it] 75%|███████▌ | 15028/20000 [18:05:27<4:38:36, 3.36s/it] 75%|███████▌ | 15029/20000 [18:05:30<4:26:44, 3.22s/it] 75%|███████▌ | 15030/20000 [18:05:33<4:14:55, 3.08s/it] 75%|███████▌ | 15031/20000 [18:05:35<4:01:34, 2.92s/it] 75%|███████▌ | 15032/20000 [18:05:38<3:44:58, 2.72s/it] 75%|███████▌ | 15033/20000 [18:05:39<3:19:31, 2.41s/it] 75%|███████▌ | 15034/20000 [18:05:48<5:47:53, 4.20s/it] 75%|███████▌ | 15035/20000 [18:05:54<6:30:51, 4.72s/it] 75%|███████▌ | 15036/20000 [18:05:59<6:44:20, 4.89s/it] 75%|███████▌ | 15037/20000 [18:06:04<6:43:22, 4.88s/it] 75%|███████▌ | 15038/20000 [18:06:08<6:35:03, 4.78s/it] 75%|███████▌ | 15039/20000 [18:06:13<6:22:35, 4.63s/it] 75%|███████▌ | 15040/20000 [18:06:17<6:07:41, 4.45s/it] 75%|███████▌ | 15041/20000 [18:06:20<5:53:41, 4.28s/it] 75%|███████▌ | 15042/20000 [18:06:24<5:40:11, 4.12s/it] 75%|███████▌ | 15043/20000 [18:06:28<5:27:19, 3.96s/it] 75%|███████▌ | 15044/20000 [18:06:31<5:14:00, 3.80s/it] 75%|███████▌ | 15045/20000 [18:06:35<5:01:53, 3.66s/it] 75%|███████▌ | 15046/20000 [18:06:38<4:50:00, 3.51s/it] 75%|███████▌ | 15047/20000 [18:06:41<4:42:37, 3.42s/it] 75%|███████▌ | 15048/20000 [18:06:44<4:28:50, 3.26s/it] 75%|███████▌ | 15049/20000 [18:06:47<4:16:35, 3.11s/it] 75%|███████▌ | 15050/20000 [18:06:49<4:04:14, 2.96s/it] 75%|███████▌ | 15051/20000 [18:06:52<3:49:24, 2.78s/it] 75%|███████▌ | 15052/20000 [18:06:53<3:24:21, 2.48s/it] 75%|███████▌ | 15053/20000 [18:06:58<4:27:31, 3.24s/it] 75%|███████▌ | 15054/20000 [18:07:01<4:13:21, 3.07s/it] 75%|███████▌ | 15055/20000 [18:07:10<6:43:36, 4.90s/it] 75%|███████▌ | 15056/20000 [18:07:16<7:06:07, 5.17s/it] 75%|███████▌ | 15057/20000 [18:07:21<7:10:02, 5.22s/it] 75%|███████▌ | 15058/20000 [18:07:26<7:02:27, 5.13s/it] 75%|███████▌ | 15059/20000 [18:07:31<6:50:36, 4.99s/it] 75%|███████▌ | 15060/20000 [18:07:35<6:37:45, 4.83s/it] 75%|███████▌ | 15061/20000 [18:07:40<6:23:54, 4.66s/it] 75%|███████▌ | 15062/20000 [18:07:44<6:10:25, 4.50s/it] 75%|███████▌ | 15063/20000 [18:07:48<5:56:09, 4.33s/it] 75%|███████▌ | 15064/20000 [18:07:51<5:43:07, 4.17s/it] 75%|███████▌ | 15065/20000 [18:07:55<5:31:59, 4.04s/it] 75%|███████▌ | 15066/20000 [18:07:59<5:20:51, 3.90s/it] 75%|███████▌ | 15067/20000 [18:08:02<5:10:13, 3.77s/it] 75%|███████▌ | 15068/20000 [18:08:06<4:59:46, 3.65s/it] 75%|███████▌ | 15069/20000 [18:08:09<4:48:09, 3.51s/it] 75%|███████▌ | 15070/20000 [18:08:12<4:35:09, 3.35s/it] 75%|███████▌ | 15071/20000 [18:08:15<4:21:52, 3.19s/it] 75%|███████▌ | 15072/20000 [18:08:17<4:04:19, 2.97s/it] 75%|███████▌ | 15073/20000 [18:08:19<3:35:47, 2.63s/it] 75%|███████▌ | 15074/20000 [18:08:28<6:18:04, 4.61s/it] 75%|███████▌ | 15075/20000 [18:08:34<7:01:13, 5.13s/it] 75%|███████▌ | 15076/20000 [18:08:40<7:14:30, 5.29s/it] 75%|███████▌ | 15077/20000 [18:08:45<7:15:12, 5.30s/it] 75%|███████▌ | 15078/20000 [18:08:50<6:54:53, 5.06s/it] 75%|███████▌ | 15079/20000 [18:08:54<6:35:17, 4.82s/it] 75%|███████▌ | 15080/20000 [18:08:58<6:14:58, 4.57s/it] 75%|███████▌ | 15081/20000 [18:09:02<5:58:18, 4.37s/it] 75%|███████▌ | 15082/20000 [18:09:06<5:42:38, 4.18s/it] 75%|███████▌ | 15083/20000 [18:09:09<5:27:48, 4.00s/it] 75%|███████▌ | 15084/20000 [18:09:13<5:13:49, 3.83s/it] 75%|███████▌ | 15085/20000 [18:09:16<5:01:23, 3.68s/it] 75%|███████▌ | 15086/20000 [18:09:19<4:49:25, 3.53s/it] 75%|███████▌ | 15087/20000 [18:09:22<4:37:31, 3.39s/it] 75%|███████▌ | 15088/20000 [18:09:25<4:24:46, 3.23s/it] 75%|███████▌ | 15089/20000 [18:09:28<4:13:25, 3.10s/it] 75%|███████▌ | 15090/20000 [18:09:31<4:00:53, 2.94s/it] 75%|███████▌ | 15091/20000 [18:09:33<3:45:41, 2.76s/it] 75%|███████▌ | 15092/20000 [18:09:35<3:21:27, 2.46s/it] 75%|███████▌ | 15093/20000 [18:09:43<5:31:46, 4.06s/it] 75%|███████▌ | 15094/20000 [18:09:48<6:14:27, 4.58s/it] 75%|███████▌ | 15095/20000 [18:09:53<6:28:58, 4.76s/it] 75%|███████▌ | 15096/20000 [18:09:58<6:30:22, 4.78s/it] 75%|███████▌ | 15097/20000 [18:10:03<6:23:57, 4.70s/it] 75%|███████▌ | 15098/20000 [18:10:07<6:15:42, 4.60s/it] 75%|███████▌ | 15099/20000 [18:10:11<6:03:56, 4.46s/it] 76%|███████▌ | 15100/20000 [18:10:15<5:50:58, 4.30s/it] 76%|███████▌ | 15101/20000 [18:10:19<5:37:09, 4.13s/it] 76%|███████▌ | 15102/20000 [18:10:23<5:24:00, 3.97s/it] 76%|███████▌ | 15103/20000 [18:10:26<5:11:19, 3.81s/it] 76%|███████▌ | 15104/20000 [18:10:29<4:59:03, 3.66s/it] 76%|███████▌ | 15105/20000 [18:10:33<4:47:41, 3.53s/it] 76%|███████▌ | 15106/20000 [18:10:36<4:36:29, 3.39s/it] 76%|███████▌ | 15107/20000 [18:10:39<4:24:30, 3.24s/it] 76%|███████▌ | 15108/20000 [18:10:41<4:12:41, 3.10s/it] 76%|███████▌ | 15109/20000 [18:10:44<4:00:06, 2.95s/it] 76%|███████▌ | 15110/20000 [18:10:46<3:45:17, 2.76s/it] 76%|███████▌ | 15111/20000 [18:10:48<3:21:23, 2.47s/it] 76%|███████▌ | 15112/20000 [18:10:56<5:40:35, 4.18s/it] 76%|███████▌ | 15113/20000 [18:11:02<6:26:29, 4.75s/it] 76%|███████▌ | 15114/20000 [18:11:08<6:39:54, 4.91s/it] 76%|███████▌ | 15115/20000 [18:11:12<6:37:52, 4.89s/it] 76%|███████▌ | 15116/20000 [18:11:17<6:30:34, 4.80s/it] 76%|███████▌ | 15117/20000 [18:11:21<6:19:38, 4.66s/it] 76%|███████▌ | 15118/20000 [18:11:25<6:05:04, 4.49s/it] 76%|███████▌ | 15119/20000 [18:11:29<5:51:19, 4.32s/it] 76%|███████▌ | 15120/20000 [18:11:33<5:38:43, 4.16s/it] 76%|███████▌ | 15121/20000 [18:11:37<5:25:42, 4.01s/it] 76%|███████▌ | 15122/20000 [18:11:40<5:13:13, 3.85s/it] 76%|███████▌ | 15123/20000 [18:11:44<5:00:58, 3.70s/it] 76%|███████▌ | 15124/20000 [18:11:47<4:49:29, 3.56s/it] 76%|███████▌ | 15125/20000 [18:11:50<4:38:45, 3.43s/it] 76%|███████▌ | 15126/20000 [18:11:53<4:26:02, 3.28s/it] 76%|███████▌ | 15127/20000 [18:11:56<4:13:23, 3.12s/it] 76%|███████▌ | 15128/20000 [18:11:58<3:59:55, 2.95s/it] 76%|███████▌ | 15129/20000 [18:12:01<3:44:40, 2.77s/it] 76%|███████▌ | 15130/20000 [18:12:02<3:19:01, 2.45s/it] 76%|███████▌ | 15131/20000 [18:12:08<4:35:23, 3.39s/it] 76%|███████▌ | 15132/20000 [18:12:11<4:19:04, 3.19s/it] 76%|███████▌ | 15133/20000 [18:12:20<6:46:18, 5.01s/it] 76%|███████▌ | 15134/20000 [18:12:26<7:08:06, 5.28s/it] 76%|███████▌ | 15135/20000 [18:12:31<7:06:07, 5.26s/it] 76%|███████▌ | 15136/20000 [18:12:36<6:55:33, 5.13s/it] 76%|███████▌ | 15137/20000 [18:12:40<6:41:11, 4.95s/it] 76%|███████▌ | 15138/20000 [18:12:45<6:27:11, 4.78s/it] 76%|███████▌ | 15139/20000 [18:12:49<6:09:54, 4.57s/it] 76%|███████▌ | 15140/20000 [18:12:53<5:53:02, 4.36s/it] 76%|███████▌ | 15141/20000 [18:12:56<5:38:40, 4.18s/it] 76%|███████▌ | 15142/20000 [18:13:00<5:25:00, 4.01s/it] 76%|███████▌ | 15143/20000 [18:13:03<5:11:39, 3.85s/it] 76%|███████▌ | 15144/20000 [18:13:07<4:58:53, 3.69s/it] 76%|███████▌ | 15145/20000 [18:13:10<4:47:05, 3.55s/it] 76%|███████▌ | 15146/20000 [18:13:13<4:37:02, 3.42s/it] 76%|███████▌ | 15147/20000 [18:13:16<4:26:03, 3.29s/it] 76%|███████▌ | 15148/20000 [18:13:19<4:14:06, 3.14s/it] 76%|███████▌ | 15149/20000 [18:13:22<4:01:40, 2.99s/it] 76%|███████▌ | 15150/20000 [18:13:24<3:46:54, 2.81s/it] 76%|███████▌ | 15151/20000 [18:13:26<3:21:16, 2.49s/it] 76%|███████▌ | 15152/20000 [18:13:34<5:39:21, 4.20s/it] 76%|███████▌ | 15153/20000 [18:13:40<6:19:48, 4.70s/it] 76%|███████▌ | 15154/20000 [18:13:45<6:33:25, 4.87s/it] 76%|███████▌ | 15155/20000 [18:13:50<6:29:13, 4.82s/it] 76%|███████▌ | 15156/20000 [18:13:54<6:20:04, 4.71s/it] 76%|███████▌ | 15157/20000 [18:13:58<6:08:00, 4.56s/it] 76%|███████▌ | 15158/20000 [18:14:02<5:53:36, 4.38s/it] 76%|███████▌ | 15159/20000 [18:14:06<5:41:45, 4.24s/it] 76%|███████▌ | 15160/20000 [18:14:10<5:28:36, 4.07s/it] 76%|███████▌ | 15161/20000 [18:14:13<5:16:36, 3.93s/it] 76%|███████▌ | 15162/20000 [18:14:17<5:04:26, 3.78s/it] 76%|███████▌ | 15163/20000 [18:14:20<4:53:29, 3.64s/it] 76%|███████▌ | 15164/20000 [18:14:23<4:42:19, 3.50s/it] 76%|███████▌ | 15165/20000 [18:14:26<4:31:02, 3.36s/it] 76%|███████▌ | 15166/20000 [18:14:29<4:19:32, 3.22s/it] 76%|███████▌ | 15167/20000 [18:14:32<4:07:27, 3.07s/it] 76%|███████▌ | 15168/20000 [18:14:35<3:53:44, 2.90s/it] 76%|███████▌ | 15169/20000 [18:14:37<3:38:01, 2.71s/it] 76%|███████▌ | 15170/20000 [18:14:38<3:12:01, 2.39s/it] 76%|███████▌ | 15171/20000 [18:14:47<5:34:55, 4.16s/it] 76%|███████▌ | 15172/20000 [18:14:53<6:16:56, 4.68s/it] 76%|███████▌ | 15173/20000 [18:14:58<6:28:56, 4.83s/it] 76%|███████▌ | 15174/20000 [18:15:03<6:28:26, 4.83s/it] 76%|███████▌ | 15175/20000 [18:15:07<6:21:55, 4.75s/it] 76%|███████▌ | 15176/20000 [18:15:12<6:12:38, 4.63s/it] 76%|███████▌ | 15177/20000 [18:15:16<5:59:54, 4.48s/it] 76%|███████▌ | 15178/20000 [18:15:20<5:46:31, 4.31s/it] 76%|███████▌ | 15179/20000 [18:15:23<5:33:43, 4.15s/it] 76%|███████▌ | 15180/20000 [18:15:27<5:21:30, 4.00s/it] 76%|███████▌ | 15181/20000 [18:15:31<5:09:10, 3.85s/it] 76%|███████▌ | 15182/20000 [18:15:34<4:56:47, 3.70s/it] 76%|███████▌ | 15183/20000 [18:15:37<4:45:39, 3.56s/it] 76%|███████▌ | 15184/20000 [18:15:40<4:35:16, 3.43s/it] 76%|███████▌ | 15185/20000 [18:15:43<4:24:44, 3.30s/it] 76%|███████▌ | 15186/20000 [18:15:46<4:13:10, 3.16s/it] 76%|███████▌ | 15187/20000 [18:15:49<4:01:09, 3.01s/it] 76%|███████▌ | 15188/20000 [18:15:51<3:45:58, 2.82s/it] 76%|███████▌ | 15189/20000 [18:15:53<3:22:14, 2.52s/it] 76%|███████▌ | 15190/20000 [18:16:01<5:32:56, 4.15s/it] 76%|███████▌ | 15191/20000 [18:16:07<6:11:40, 4.64s/it] 76%|███████▌ | 15192/20000 [18:16:12<6:24:01, 4.79s/it] 76%|███████▌ | 15193/20000 [18:16:17<6:22:57, 4.78s/it] 76%|███████▌ | 15194/20000 [18:16:21<6:15:23, 4.69s/it] 76%|███████▌ | 15195/20000 [18:16:25<6:06:21, 4.57s/it] 76%|███████▌ | 15196/20000 [18:16:29<5:53:18, 4.41s/it] 76%|███████▌ | 15197/20000 [18:16:33<5:41:01, 4.26s/it] 76%|███████▌ | 15198/20000 [18:16:37<5:29:41, 4.12s/it] 76%|███████▌ | 15199/20000 [18:16:41<5:17:30, 3.97s/it] 76%|███████▌ | 15200/20000 [18:16:44<5:05:28, 3.82s/it] 76%|███████▌ | 15201/20000 [18:16:48<4:54:03, 3.68s/it] 76%|███████▌ | 15202/20000 [18:16:51<4:43:11, 3.54s/it] 76%|███████▌ | 15203/20000 [18:16:54<4:32:22, 3.41s/it] 76%|███████▌ | 15204/20000 [18:16:57<4:21:04, 3.27s/it] 76%|███████▌ | 15205/20000 [18:17:00<4:08:29, 3.11s/it] 76%|███████▌ | 15206/20000 [18:17:02<3:55:31, 2.95s/it] 76%|███████▌ | 15207/20000 [18:17:04<3:39:14, 2.74s/it] 76%|███████▌ | 15208/20000 [18:17:06<3:13:49, 2.43s/it] 76%|███████▌ | 15209/20000 [18:17:11<4:09:58, 3.13s/it] 76%|███████▌ | 15210/20000 [18:17:13<3:57:06, 2.97s/it] 76%|███████▌ | 15211/20000 [18:17:23<6:30:02, 4.89s/it] 76%|███████▌ | 15212/20000 [18:17:29<6:55:04, 5.20s/it] 76%|███████▌ | 15213/20000 [18:17:34<6:57:51, 5.24s/it] 76%|███████▌ | 15214/20000 [18:17:39<6:48:02, 5.12s/it] 76%|███████▌ | 15215/20000 [18:17:43<6:34:35, 4.95s/it] 76%|███████▌ | 15216/20000 [18:17:48<6:20:05, 4.77s/it] 76%|███████▌ | 15217/20000 [18:17:52<6:04:55, 4.58s/it] 76%|███████▌ | 15218/20000 [18:17:56<5:50:31, 4.40s/it] 76%|███████▌ | 15219/20000 [18:18:00<5:36:10, 4.22s/it] 76%|███████▌ | 15220/20000 [18:18:03<5:21:47, 4.04s/it] 76%|███████▌ | 15221/20000 [18:18:07<5:07:40, 3.86s/it] 76%|███████▌ | 15222/20000 [18:18:10<4:54:16, 3.70s/it] 76%|███████▌ | 15223/20000 [18:18:13<4:42:57, 3.55s/it] 76%|███████▌ | 15224/20000 [18:18:16<4:32:06, 3.42s/it] 76%|███████▌ | 15225/20000 [18:18:19<4:20:32, 3.27s/it] 76%|███████▌ | 15226/20000 [18:18:22<4:08:34, 3.12s/it] 76%|███████▌ | 15227/20000 [18:18:25<3:56:24, 2.97s/it] 76%|███████▌ | 15228/20000 [18:18:27<3:41:28, 2.78s/it] 76%|███████▌ | 15229/20000 [18:18:29<3:17:42, 2.49s/it] 76%|███████▌ | 15230/20000 [18:18:37<5:22:16, 4.05s/it] 76%|███████▌ | 15231/20000 [18:18:42<6:04:31, 4.59s/it] 76%|███████▌ | 15232/20000 [18:18:48<6:19:48, 4.78s/it] 76%|███████▌ | 15233/20000 [18:18:52<6:20:28, 4.79s/it] 76%|███████▌ | 15234/20000 [18:18:57<6:13:34, 4.70s/it] 76%|███████▌ | 15235/20000 [18:19:01<6:04:20, 4.59s/it] 76%|███████▌ | 15236/20000 [18:19:05<5:50:35, 4.42s/it] 76%|███████▌ | 15237/20000 [18:19:09<5:36:58, 4.24s/it] 76%|███████▌ | 15238/20000 [18:19:13<5:25:12, 4.10s/it] 76%|███████▌ | 15239/20000 [18:19:16<5:13:30, 3.95s/it] 76%|███████▌ | 15240/20000 [18:19:20<5:01:41, 3.80s/it] 76%|███████▌ | 15241/20000 [18:19:23<4:49:58, 3.66s/it] 76%|███████▌ | 15242/20000 [18:19:26<4:38:57, 3.52s/it] 76%|███████▌ | 15243/20000 [18:19:30<4:29:07, 3.39s/it] 76%|███████▌ | 15244/20000 [18:19:32<4:17:31, 3.25s/it] 76%|███████▌ | 15245/20000 [18:19:35<4:06:17, 3.11s/it] 76%|███████▌ | 15246/20000 [18:19:38<3:54:02, 2.95s/it] 76%|███████▌ | 15247/20000 [18:19:40<3:38:59, 2.76s/it] 76%|███████▌ | 15248/20000 [18:19:42<3:15:08, 2.46s/it] 76%|███████▌ | 15249/20000 [18:19:50<5:25:30, 4.11s/it] 76%|███████▋ | 15250/20000 [18:19:56<6:06:38, 4.63s/it] 76%|███████▋ | 15251/20000 [18:20:01<6:18:02, 4.78s/it] 76%|███████▋ | 15252/20000 [18:20:06<6:16:33, 4.76s/it] 76%|███████▋ | 15253/20000 [18:20:10<6:10:07, 4.68s/it] 76%|███████▋ | 15254/20000 [18:20:14<6:00:13, 4.55s/it] 76%|███████▋ | 15255/20000 [18:20:18<5:47:03, 4.39s/it] 76%|███████▋ | 15256/20000 [18:20:22<5:35:06, 4.24s/it] 76%|███████▋ | 15257/20000 [18:20:26<5:23:32, 4.09s/it] 76%|███████▋ | 15258/20000 [18:20:30<5:11:19, 3.94s/it] 76%|███████▋ | 15259/20000 [18:20:33<4:59:25, 3.79s/it] 76%|███████▋ | 15260/20000 [18:20:36<4:47:51, 3.64s/it] 76%|███████▋ | 15261/20000 [18:20:39<4:37:27, 3.51s/it] 76%|███████▋ | 15262/20000 [18:20:43<4:27:13, 3.38s/it] 76%|███████▋ | 15263/20000 [18:20:45<4:15:45, 3.24s/it] 76%|███████▋ | 15264/20000 [18:20:48<4:04:44, 3.10s/it] 76%|███████▋ | 15265/20000 [18:20:51<3:53:05, 2.95s/it] 76%|███████▋ | 15266/20000 [18:20:53<3:38:43, 2.77s/it] 76%|███████▋ | 15267/20000 [18:20:55<3:14:51, 2.47s/it] 76%|███████▋ | 15268/20000 [18:21:03<5:25:14, 4.12s/it] 76%|███████▋ | 15269/20000 [18:21:09<6:07:01, 4.65s/it] 76%|███████▋ | 15270/20000 [18:21:14<6:19:48, 4.82s/it] 76%|███████▋ | 15271/20000 [18:21:19<6:19:14, 4.81s/it] 76%|███████▋ | 15272/20000 [18:21:23<6:11:34, 4.72s/it] 76%|███████▋ | 15273/20000 [18:21:28<6:01:29, 4.59s/it] 76%|███████▋ | 15274/20000 [18:21:32<5:47:31, 4.41s/it] 76%|███████▋ | 15275/20000 [18:21:36<5:35:43, 4.26s/it] 76%|███████▋ | 15276/20000 [18:21:39<5:24:02, 4.12s/it] 76%|███████▋ | 15277/20000 [18:21:43<5:12:01, 3.96s/it] 76%|███████▋ | 15278/20000 [18:21:46<5:00:43, 3.82s/it] 76%|███████▋ | 15279/20000 [18:21:50<4:50:01, 3.69s/it] 76%|███████▋ | 15280/20000 [18:21:53<4:39:51, 3.56s/it] 76%|███████▋ | 15281/20000 [18:21:56<4:29:51, 3.43s/it] 76%|███████▋ | 15282/20000 [18:21:59<4:17:56, 3.28s/it] 76%|███████▋ | 15283/20000 [18:22:02<4:05:50, 3.13s/it] 76%|███████▋ | 15284/20000 [18:22:04<3:52:43, 2.96s/it] 76%|███████▋ | 15285/20000 [18:22:07<3:38:05, 2.78s/it] 76%|███████▋ | 15286/20000 [18:22:09<3:12:58, 2.46s/it] 76%|███████▋ | 15287/20000 [18:22:14<4:21:54, 3.33s/it] 76%|███████▋ | 15288/20000 [18:22:17<4:06:46, 3.14s/it] 76%|███████▋ | 15289/20000 [18:22:26<6:32:58, 5.00s/it] 76%|███████▋ | 15290/20000 [18:22:32<6:53:16, 5.26s/it] 76%|███████▋ | 15291/20000 [18:22:37<6:51:46, 5.25s/it] 76%|███████▋ | 15292/20000 [18:22:42<6:41:40, 5.12s/it] 76%|███████▋ | 15293/20000 [18:22:46<6:28:22, 4.95s/it] 76%|███████▋ | 15294/20000 [18:22:51<6:14:13, 4.77s/it] 76%|███████▋ | 15295/20000 [18:22:55<5:58:59, 4.58s/it] 76%|███████▋ | 15296/20000 [18:22:59<5:44:51, 4.40s/it] 76%|███████▋ | 15297/20000 [18:23:03<5:31:04, 4.22s/it] 76%|███████▋ | 15298/20000 [18:23:06<5:17:37, 4.05s/it] 76%|███████▋ | 15299/20000 [18:23:10<5:04:57, 3.89s/it] 76%|███████▋ | 15300/20000 [18:23:13<4:52:37, 3.74s/it] 77%|███████▋ | 15301/20000 [18:23:16<4:40:45, 3.58s/it] 77%|███████▋ | 15302/20000 [18:23:20<4:30:35, 3.46s/it] 77%|███████▋ | 15303/20000 [18:23:23<4:19:32, 3.32s/it] 77%|███████▋ | 15304/20000 [18:23:25<4:07:25, 3.16s/it] 77%|███████▋ | 15305/20000 [18:23:28<3:54:46, 3.00s/it] 77%|███████▋ | 15306/20000 [18:23:30<3:39:12, 2.80s/it] 77%|███████▋ | 15307/20000 [18:23:32<3:15:21, 2.50s/it] 77%|███████▋ | 15308/20000 [18:23:40<5:26:18, 4.17s/it] 77%|███████▋ | 15309/20000 [18:23:46<6:09:01, 4.72s/it] 77%|███████▋ | 15310/20000 [18:23:51<6:21:17, 4.88s/it] 77%|███████▋ | 15311/20000 [18:23:56<6:18:15, 4.84s/it] 77%|███████▋ | 15312/20000 [18:24:01<6:10:39, 4.74s/it] 77%|███████▋ | 15313/20000 [18:24:05<6:00:18, 4.61s/it] 77%|███████▋ | 15314/20000 [18:24:09<5:46:24, 4.44s/it] 77%|███████▋ | 15315/20000 [18:24:13<5:33:19, 4.27s/it] 77%|███████▋ | 15316/20000 [18:24:17<5:21:26, 4.12s/it] 77%|███████▋ | 15317/20000 [18:24:20<5:08:57, 3.96s/it] 77%|███████▋ | 15318/20000 [18:24:24<4:56:56, 3.81s/it] 77%|███████▋ | 15319/20000 [18:24:27<4:46:20, 3.67s/it] 77%|███████▋ | 15320/20000 [18:24:30<4:36:24, 3.54s/it] 77%|███████▋ | 15321/20000 [18:24:33<4:26:28, 3.42s/it] 77%|███████▋ | 15322/20000 [18:24:36<4:15:04, 3.27s/it] 77%|███████▋ | 15323/20000 [18:24:39<4:02:51, 3.12s/it] 77%|███████▋ | 15324/20000 [18:24:42<3:50:44, 2.96s/it] 77%|███████▋ | 15325/20000 [18:24:44<3:36:35, 2.78s/it] 77%|███████▋ | 15326/20000 [18:24:46<3:13:52, 2.49s/it] 77%|███████▋ | 15327/20000 [18:24:53<5:09:41, 3.98s/it] 77%|███████▋ | 15328/20000 [18:24:59<5:48:40, 4.48s/it] 77%|███████▋ | 15329/20000 [18:25:04<6:02:12, 4.65s/it] 77%|███████▋ | 15330/20000 [18:25:09<6:02:47, 4.66s/it] 77%|███████▋ | 15331/20000 [18:25:13<5:58:49, 4.61s/it] 77%|███████▋ | 15332/20000 [18:25:17<5:49:29, 4.49s/it] 77%|███████▋ | 15333/20000 [18:25:21<5:38:37, 4.35s/it] 77%|███████▋ | 15334/20000 [18:25:25<5:27:42, 4.21s/it] 77%|███████▋ | 15335/20000 [18:25:29<5:17:51, 4.09s/it] 77%|███████▋ | 15336/20000 [18:25:33<5:06:59, 3.95s/it] 77%|███████▋ | 15337/20000 [18:25:36<4:55:30, 3.80s/it] 77%|███████▋ | 15338/20000 [18:25:40<4:44:13, 3.66s/it] 77%|███████▋ | 15339/20000 [18:25:43<4:33:33, 3.52s/it] 77%|███████▋ | 15340/20000 [18:25:46<4:23:30, 3.39s/it] 77%|███████▋ | 15341/20000 [18:25:49<4:11:44, 3.24s/it] 77%|███████▋ | 15342/20000 [18:25:52<4:00:27, 3.10s/it] 77%|███████▋ | 15343/20000 [18:25:54<3:48:13, 2.94s/it] 77%|███████▋ | 15344/20000 [18:25:56<3:33:44, 2.75s/it] 77%|███████▋ | 15345/20000 [18:25:58<3:09:01, 2.44s/it] 77%|███████▋ | 15346/20000 [18:26:06<5:18:49, 4.11s/it] 77%|███████▋ | 15347/20000 [18:26:12<6:02:40, 4.68s/it] 77%|███████▋ | 15348/20000 [18:26:17<6:16:37, 4.86s/it] 77%|███████▋ | 15349/20000 [18:26:22<6:14:14, 4.83s/it] 77%|███████▋ | 15350/20000 [18:26:27<6:06:49, 4.73s/it] 77%|███████▋ | 15351/20000 [18:26:31<5:57:00, 4.61s/it] 77%|███████▋ | 15352/20000 [18:26:35<5:42:45, 4.42s/it] 77%|███████▋ | 15353/20000 [18:26:39<5:29:54, 4.26s/it] 77%|███████▋ | 15354/20000 [18:26:43<5:17:14, 4.10s/it] 77%|███████▋ | 15355/20000 [18:26:46<5:04:41, 3.94s/it] 77%|███████▋ | 15356/20000 [18:26:50<4:52:33, 3.78s/it] 77%|███████▋ | 15357/20000 [18:26:53<4:41:24, 3.64s/it] 77%|███████▋ | 15358/20000 [18:26:56<4:30:44, 3.50s/it] 77%|███████▋ | 15359/20000 [18:26:59<4:20:41, 3.37s/it] 77%|███████▋ | 15360/20000 [18:27:02<4:09:12, 3.22s/it] 77%|███████▋ | 15361/20000 [18:27:05<3:58:11, 3.08s/it] 77%|███████▋ | 15362/20000 [18:27:07<3:45:24, 2.92s/it] 77%|███████▋ | 15363/20000 [18:27:10<3:30:47, 2.73s/it] 77%|███████▋ | 15364/20000 [18:27:11<3:05:23, 2.40s/it] 77%|███████▋ | 15365/20000 [18:27:16<4:11:55, 3.26s/it] 77%|███████▋ | 15366/20000 [18:27:19<4:00:07, 3.11s/it] 77%|███████▋ | 15367/20000 [18:27:28<6:18:15, 4.90s/it] 77%|███████▋ | 15368/20000 [18:27:34<6:38:26, 5.16s/it] 77%|███████▋ | 15369/20000 [18:27:39<6:39:03, 5.17s/it] 77%|███████▋ | 15370/20000 [18:27:44<6:28:35, 5.04s/it] 77%|███████▋ | 15371/20000 [18:27:48<6:16:42, 4.88s/it] 77%|███████▋ | 15372/20000 [18:27:53<6:03:05, 4.71s/it] 77%|███████▋ | 15373/20000 [18:27:57<5:45:53, 4.49s/it] 77%|███████▋ | 15374/20000 [18:28:01<5:31:21, 4.30s/it] 77%|███████▋ | 15375/20000 [18:28:04<5:19:21, 4.14s/it] 77%|███████▋ | 15376/20000 [18:28:08<5:09:00, 4.01s/it] 77%|███████▋ | 15377/20000 [18:28:12<4:58:59, 3.88s/it] 77%|███████▋ | 15378/20000 [18:28:15<4:48:40, 3.75s/it] 77%|███████▋ | 15379/20000 [18:28:18<4:38:02, 3.61s/it] 77%|███████▋ | 15380/20000 [18:28:22<4:27:31, 3.47s/it] 77%|███████▋ | 15381/20000 [18:28:25<4:17:06, 3.34s/it] 77%|███████▋ | 15382/20000 [18:28:27<4:06:14, 3.20s/it] 77%|███████▋ | 15383/20000 [18:28:30<3:54:40, 3.05s/it] 77%|███████▋ | 15384/20000 [18:28:33<3:40:03, 2.86s/it] 77%|███████▋ | 15385/20000 [18:28:34<3:14:54, 2.53s/it] 77%|███████▋ | 15386/20000 [18:28:43<5:35:59, 4.37s/it] 77%|███████▋ | 15387/20000 [18:28:49<6:16:45, 4.90s/it] 77%|███████▋ | 15388/20000 [18:28:54<6:23:34, 4.99s/it] 77%|███████▋ | 15389/20000 [18:28:59<6:18:32, 4.93s/it] 77%|███████▋ | 15390/20000 [18:29:04<6:08:36, 4.80s/it] 77%|███████▋ | 15391/20000 [18:29:08<5:57:30, 4.65s/it] 77%|███████▋ | 15392/20000 [18:29:12<5:43:08, 4.47s/it] 77%|███████▋ | 15393/20000 [18:29:16<5:30:13, 4.30s/it] 77%|███████▋ | 15394/20000 [18:29:20<5:18:12, 4.15s/it] 77%|███████▋ | 15395/20000 [18:29:23<5:05:40, 3.98s/it] 77%|███████▋ | 15396/20000 [18:29:27<4:53:38, 3.83s/it] 77%|███████▋ | 15397/20000 [18:29:30<4:41:55, 3.67s/it] 77%|███████▋ | 15398/20000 [18:29:33<4:31:13, 3.54s/it] 77%|███████▋ | 15399/20000 [18:29:36<4:21:41, 3.41s/it] 77%|███████▋ | 15400/20000 [18:29:39<4:10:36, 3.27s/it] 77%|███████▋ | 15401/20000 [18:29:42<3:59:58, 3.13s/it] 77%|███████▋ | 15402/20000 [18:29:45<3:47:28, 2.97s/it] 77%|███████▋ | 15403/20000 [18:29:47<3:32:23, 2.77s/it] 77%|███████▋ | 15404/20000 [18:29:49<3:10:08, 2.48s/it] 77%|███████▋ | 15405/20000 [18:29:57<5:13:10, 4.09s/it] 77%|███████▋ | 15406/20000 [18:30:03<5:54:13, 4.63s/it] 77%|███████▋ | 15407/20000 [18:30:08<6:06:51, 4.79s/it] 77%|███████▋ | 15408/20000 [18:30:13<6:08:10, 4.81s/it] 77%|███████▋ | 15409/20000 [18:30:17<6:01:45, 4.73s/it] 77%|███████▋ | 15410/20000 [18:30:21<5:52:49, 4.61s/it] 77%|███████▋ | 15411/20000 [18:30:26<5:39:56, 4.44s/it] 77%|███████▋ | 15412/20000 [18:30:29<5:27:00, 4.28s/it] 77%|███████▋ | 15413/20000 [18:30:33<5:14:44, 4.12s/it] 77%|███████▋ | 15414/20000 [18:30:37<5:02:30, 3.96s/it] 77%|███████▋ | 15415/20000 [18:30:40<4:50:48, 3.81s/it] 77%|███████▋ | 15416/20000 [18:30:44<4:40:44, 3.67s/it] 77%|███████▋ | 15417/20000 [18:30:47<4:30:30, 3.54s/it] 77%|███████▋ | 15418/20000 [18:30:50<4:20:40, 3.41s/it] 77%|███████▋ | 15419/20000 [18:30:53<4:10:10, 3.28s/it] 77%|███████▋ | 15420/20000 [18:30:56<3:59:08, 3.13s/it] 77%|███████▋ | 15421/20000 [18:30:58<3:49:16, 3.00s/it] 77%|███████▋ | 15422/20000 [18:31:01<3:35:39, 2.83s/it] 77%|███████▋ | 15423/20000 [18:31:03<3:11:45, 2.51s/it] 77%|███████▋ | 15424/20000 [18:31:11<5:37:45, 4.43s/it] 77%|███████▋ | 15425/20000 [18:31:17<6:11:30, 4.87s/it] 77%|███████▋ | 15426/20000 [18:31:23<6:17:38, 4.95s/it] 77%|███████▋ | 15427/20000 [18:31:27<6:13:17, 4.90s/it] 77%|███████▋ | 15428/20000 [18:31:32<6:03:27, 4.77s/it] 77%|███████▋ | 15429/20000 [18:31:36<5:52:50, 4.63s/it] 77%|███████▋ | 15430/20000 [18:31:40<5:39:00, 4.45s/it] 77%|███████▋ | 15431/20000 [18:31:44<5:26:06, 4.28s/it] 77%|███████▋ | 15432/20000 [18:31:48<5:13:41, 4.12s/it] 77%|███████▋ | 15433/20000 [18:31:51<5:01:38, 3.96s/it] 77%|███████▋ | 15434/20000 [18:31:55<4:50:29, 3.82s/it] 77%|███████▋ | 15435/20000 [18:31:58<4:39:33, 3.67s/it] 77%|███████▋ | 15436/20000 [18:32:01<4:29:56, 3.55s/it] 77%|███████▋ | 15437/20000 [18:32:05<4:20:24, 3.42s/it] 77%|███████▋ | 15438/20000 [18:32:07<4:09:39, 3.28s/it] 77%|███████▋ | 15439/20000 [18:32:10<3:57:41, 3.13s/it] 77%|███████▋ | 15440/20000 [18:32:13<3:45:16, 2.96s/it] 77%|███████▋ | 15441/20000 [18:32:15<3:32:02, 2.79s/it] 77%|███████▋ | 15442/20000 [18:32:17<3:09:40, 2.50s/it] 77%|███████▋ | 15443/20000 [18:32:23<4:21:36, 3.44s/it] 77%|███████▋ | 15444/20000 [18:32:26<4:08:42, 3.28s/it] 77%|███████▋ | 15445/20000 [18:32:35<6:22:48, 5.04s/it] 77%|███████▋ | 15446/20000 [18:32:41<6:40:52, 5.28s/it] 77%|███████▋ | 15447/20000 [18:32:46<6:38:25, 5.25s/it] 77%|███████▋ | 15448/20000 [18:32:51<6:28:21, 5.12s/it] 77%|███████▋ | 15449/20000 [18:32:55<6:13:48, 4.93s/it] 77%|███████▋ | 15450/20000 [18:32:59<5:59:05, 4.74s/it] 77%|███████▋ | 15451/20000 [18:33:03<5:41:59, 4.51s/it] 77%|███████▋ | 15452/20000 [18:33:07<5:27:13, 4.32s/it] 77%|███████▋ | 15453/20000 [18:33:11<5:14:35, 4.15s/it] 77%|███████▋ | 15454/20000 [18:33:15<5:02:24, 3.99s/it] 77%|███████▋ | 15455/20000 [18:33:18<4:49:57, 3.83s/it] 77%|███████▋ | 15456/20000 [18:33:21<4:37:32, 3.66s/it] 77%|███████▋ | 15457/20000 [18:33:24<4:26:35, 3.52s/it] 77%|███████▋ | 15458/20000 [18:33:28<4:17:27, 3.40s/it] 77%|███████▋ | 15459/20000 [18:33:31<4:06:30, 3.26s/it] 77%|███████▋ | 15460/20000 [18:33:33<3:54:47, 3.10s/it] 77%|███████▋ | 15461/20000 [18:33:36<3:42:45, 2.94s/it] 77%|███████▋ | 15462/20000 [18:33:38<3:29:49, 2.77s/it] 77%|███████▋ | 15463/20000 [18:33:40<3:07:37, 2.48s/it] 77%|███████▋ | 15464/20000 [18:33:48<5:21:03, 4.25s/it] 77%|███████▋ | 15465/20000 [18:33:55<6:04:11, 4.82s/it] 77%|███████▋ | 15466/20000 [18:34:00<6:13:48, 4.95s/it] 77%|███████▋ | 15467/20000 [18:34:05<6:14:19, 4.95s/it] 77%|███████▋ | 15468/20000 [18:34:09<6:03:56, 4.82s/it] 77%|███████▋ | 15469/20000 [18:34:14<5:52:25, 4.67s/it] 77%|███████▋ | 15470/20000 [18:34:18<5:38:05, 4.48s/it] 77%|███████▋ | 15471/20000 [18:34:21<5:24:55, 4.30s/it] 77%|███████▋ | 15472/20000 [18:34:25<5:17:10, 4.20s/it] 77%|███████▋ | 15473/20000 [18:34:29<5:03:51, 4.03s/it] 77%|███████▋ | 15474/20000 [18:34:33<4:50:35, 3.85s/it] 77%|███████▋ | 15475/20000 [18:34:36<4:41:12, 3.73s/it] 77%|███████▋ | 15476/20000 [18:34:39<4:32:53, 3.62s/it] 77%|███████▋ | 15477/20000 [18:34:43<4:23:52, 3.50s/it] 77%|███████▋ | 15478/20000 [18:34:46<4:13:04, 3.36s/it] 77%|███████▋ | 15479/20000 [18:34:48<4:02:31, 3.22s/it] 77%|███████▋ | 15480/20000 [18:34:51<3:51:27, 3.07s/it] 77%|███████▋ | 15481/20000 [18:34:54<3:36:48, 2.88s/it] 77%|███████▋ | 15482/20000 [18:34:55<3:12:10, 2.55s/it] 77%|███████▋ | 15483/20000 [18:35:04<5:30:22, 4.39s/it] 77%|███████▋ | 15484/20000 [18:35:10<6:08:37, 4.90s/it] 77%|███████▋ | 15485/20000 [18:35:16<6:22:38, 5.08s/it] 77%|███████▋ | 15486/20000 [18:35:21<6:23:22, 5.10s/it] 77%|███████▋ | 15487/20000 [18:35:26<6:18:31, 5.03s/it] 77%|███████▋ | 15488/20000 [18:35:30<6:08:23, 4.90s/it] 77%|███████▋ | 15489/20000 [18:35:35<5:55:43, 4.73s/it] 77%|███████▋ | 15490/20000 [18:35:39<5:44:52, 4.59s/it] 77%|███████▋ | 15491/20000 [18:35:43<5:33:52, 4.44s/it] 77%|███████▋ | 15492/20000 [18:35:47<5:21:28, 4.28s/it] 77%|███████▋ | 15493/20000 [18:35:51<5:09:09, 4.12s/it] 77%|███████▋ | 15494/20000 [18:35:54<4:57:16, 3.96s/it] 77%|███████▋ | 15495/20000 [18:35:58<4:45:35, 3.80s/it] 77%|███████▋ | 15496/20000 [18:36:01<4:34:57, 3.66s/it] 77%|███████▋ | 15497/20000 [18:36:04<4:22:49, 3.50s/it] 77%|███████▋ | 15498/20000 [18:36:07<4:12:01, 3.36s/it] 77%|███████▋ | 15499/20000 [18:36:10<3:55:40, 3.14s/it] 78%|███████▊ | 15500/20000 [18:36:12<3:37:59, 2.91s/it] 78%|███████▊ | 15500/20000 [18:36:12<3:37:59, 2.91s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09821684658527374, 'eval_wer': 0.06353566681435534, 'eval_runtime': 60.073, 'eval_samples_per_second': 30.912, 'eval_steps_per_second': 1.298, 'epoch': 192.31} {'loss': 0.0028, 'learning_rate': 0.00011546153846153847, 'epoch': 198.72} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:24, 3.08it/s][A 4%|▍ | 3/78 [00:01<00:34, 2.20it/s][A 5%|▌ | 4/78 [00:01<00:38, 1.92it/s][A 6%|▋ | 5/78 [00:02<00:42, 1.73it/s][A 8%|▊ | 6/78 [00:03<00:47, 1.50it/s][A 9%|▉ | 7/78 [00:04<00:52, 1.34it/s][A 10%|█ | 8/78 [00:05<00:56, 1.23it/s][A 12%|█▏ | 9/78 [00:06<00:58, 1.18it/s][A 13%|█▎ | 10/78 [00:07<00:56, 1.20it/s][A 14%|█▍ | 11/78 [00:07<00:54, 1.23it/s][A 15%|█▌ | 12/78 [00:08<00:51, 1.29it/s][A 17%|█▋ | 13/78 [00:09<00:47, 1.36it/s][A 18%|█▊ | 14/78 [00:09<00:48, 1.31it/s][A 19%|█▉ | 15/78 [00:10<00:50, 1.26it/s][A 21%|██ | 16/78 [00:11<00:51, 1.21it/s][A 22%|██▏ | 17/78 [00:12<00:50, 1.21it/s][A 23%|██▎ | 18/78 [00:13<00:53, 1.12it/s][A 24%|██▍ | 19/78 [00:14<00:51, 1.15it/s][A 26%|██▌ | 20/78 [00:15<00:46, 1.25it/s][A 27%|██▋ | 21/78 [00:15<00:47, 1.21it/s][A 28%|██▊ | 22/78 [00:16<00:43, 1.28it/s][A 29%|██▉ | 23/78 [00:17<00:41, 1.32it/s][A 31%|███ | 24/78 [00:18<00:41, 1.30it/s][A 32%|███▏ | 25/78 [00:18<00:39, 1.35it/s][A 33%|███▎ | 26/78 [00:19<00:37, 1.39it/s][A 35%|███▍ | 27/78 [00:20<00:36, 1.41it/s][A 36%|███▌ | 28/78 [00:20<00:36, 1.36it/s][A 37%|███▋ | 29/78 [00:21<00:33, 1.44it/s][A 38%|███▊ | 30/78 [00:22<00:35, 1.34it/s][A 40%|███▉ | 31/78 [00:23<00:33, 1.39it/s][A 41%|████ | 32/78 [00:23<00:32, 1.41it/s][A 42%|████▏ | 33/78 [00:24<00:31, 1.44it/s][A 44%|████▎ | 34/78 [00:25<00:29, 1.48it/s][A 45%|████▍ | 35/78 [00:25<00:28, 1.52it/s][A 46%|████▌ | 36/78 [00:26<00:27, 1.52it/s][A 47%|████▋ | 37/78 [00:27<00:28, 1.45it/s][A 49%|████▊ | 38/78 [00:27<00:28, 1.41it/s][A 50%|█████ | 39/78 [00:28<00:31, 1.24it/s][A 51%|█████▏ | 40/78 [00:29<00:31, 1.22it/s][A 53%|█████▎ | 41/78 [00:30<00:33, 1.11it/s][A 54%|█████▍ | 42/78 [00:31<00:31, 1.15it/s][A 55%|█████▌ | 43/78 [00:32<00:30, 1.13it/s][A 56%|█████▋ | 44/78 [00:33<00:29, 1.14it/s][A 58%|█████▊ | 45/78 [00:34<00:28, 1.18it/s][A 59%|█████▉ | 46/78 [00:35<00:31, 1.03it/s][A 60%|██████ | 47/78 [00:36<00:27, 1.13it/s][A 62%|██████▏ | 48/78 [00:36<00:24, 1.21it/s][A 63%|██████▎ | 49/78 [00:37<00:22, 1.31it/s][A 64%|██████▍ | 50/78 [00:38<00:20, 1.33it/s][A 65%|██████▌ | 51/78 [00:38<00:19, 1.42it/s][A 67%|██████▋ | 52/78 [00:39<00:18, 1.44it/s][A 68%|██████▊ | 53/78 [00:40<00:17, 1.45it/s][A 69%|██████▉ | 54/78 [00:40<00:17, 1.37it/s][A 71%|███████ | 55/78 [00:41<00:17, 1.33it/s][A 72%|███████▏ | 56/78 [00:42<00:16, 1.32it/s][A 73%|███████▎ | 57/78 [00:43<00:18, 1.11it/s][A 74%|███████▍ | 58/78 [00:44<00:17, 1.12it/s][A 76%|███████▌ | 59/78 [00:45<00:17, 1.09it/s][A 77%|███████▋ | 60/78 [00:46<00:15, 1.16it/s][A 78%|███████▊ | 61/78 [00:47<00:14, 1.18it/s][A 79%|███████▉ | 62/78 [00:47<00:13, 1.20it/s][A 81%|████████ | 63/78 [00:48<00:12, 1.22it/s][A 82%|████████▏ | 64/78 [00:49<00:11, 1.21it/s][A 83%|████████▎ | 65/78 [00:50<00:10, 1.23it/s][A 85%|████████▍ | 66/78 [00:51<00:09, 1.26it/s][A 86%|████████▌ | 67/78 [00:51<00:08, 1.25it/s][A 87%|████████▋ | 68/78 [00:52<00:07, 1.27it/s][A 88%|████████▊ | 69/78 [00:53<00:07, 1.28it/s][A 90%|████████▉ | 70/78 [00:54<00:06, 1.22it/s][A 91%|█████████ | 71/78 [00:55<00:05, 1.27it/s][A 92%|█████████▏| 72/78 [00:55<00:04, 1.29it/s][A 94%|█████████▎| 73/78 [00:56<00:03, 1.27it/s][A 95%|█████████▍| 74/78 [00:57<00:03, 1.27it/s][A 96%|█████████▌| 75/78 [00:58<00:02, 1.27it/s][A 97%|█████████▋| 76/78 [00:58<00:01, 1.26it/s][A 99%|█████████▊| 77/78 [00:59<00:00, 1.32it/s][A 100%|██████████| 78/78 [00:59<00:00, 1.64it/s][A [A 78%|███████▊ | 15500/20000 [18:37:14<3:37:59, 2.91s/it] 100%|██████████| 78/78 [01:01<00:00, 1.64it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-15500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-15500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-15500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-15500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-15000] due to args.save_total_limit 78%|███████▊ | 15501/20000 [18:37:28<30:49:15, 24.66s/it] 78%|███████▊ | 15502/20000 [18:37:36<24:36:00, 19.69s/it] 78%|███████▊ | 15503/20000 [18:37:41<19:21:44, 15.50s/it] 78%|███████▊ | 15504/20000 [18:37:46<15:27:35, 12.38s/it] 78%|███████▊ | 15505/20000 [18:37:51<12:35:45, 10.09s/it] 78%|███████▊ | 15506/20000 [18:37:56<10:29:51, 8.41s/it] 78%|███████▊ | 15507/20000 [18:38:00<8:58:17, 7.19s/it] 78%|███████▊ | 15508/20000 [18:38:04<7:48:21, 6.26s/it] 78%|███████▊ | 15509/20000 [18:38:08<6:55:57, 5.56s/it] 78%|███████▊ | 15510/20000 [18:38:12<6:15:38, 5.02s/it] 78%|███████▊ | 15511/20000 [18:38:15<5:43:16, 4.59s/it] 78%|███████▊ | 15512/20000 [18:38:19<5:17:57, 4.25s/it] 78%|███████▊ | 15513/20000 [18:38:22<4:57:34, 3.98s/it] 78%|███████▊ | 15514/20000 [18:38:25<4:40:50, 3.76s/it] 78%|███████▊ | 15515/20000 [18:38:29<4:27:07, 3.57s/it] 78%|███████▊ | 15516/20000 [18:38:32<4:12:37, 3.38s/it] 78%|███████▊ | 15517/20000 [18:38:34<3:58:29, 3.19s/it] 78%|███████▊ | 15518/20000 [18:38:37<3:44:33, 3.01s/it] 78%|███████▊ | 15519/20000 [18:38:39<3:28:53, 2.80s/it] 78%|███████▊ | 15520/20000 [18:38:41<3:04:54, 2.48s/it] 78%|███████▊ | 15521/20000 [18:38:47<4:16:56, 3.44s/it] 78%|███████▊ | 15522/20000 [18:38:49<4:00:37, 3.22s/it] 78%|███████▊ | 15523/20000 [18:38:59<6:16:41, 5.05s/it] 78%|███████▊ | 15524/20000 [18:39:04<6:35:12, 5.30s/it] 78%|███████▊ | 15525/20000 [18:39:10<6:33:21, 5.27s/it] 78%|███████▊ | 15526/20000 [18:39:15<6:24:38, 5.16s/it] 78%|███████▊ | 15527/20000 [18:39:19<6:11:19, 4.98s/it] 78%|███████▊ | 15528/20000 [18:39:24<5:57:50, 4.80s/it] 78%|███████▊ | 15529/20000 [18:39:28<5:43:42, 4.61s/it] 78%|███████▊ | 15530/20000 [18:39:32<5:30:11, 4.43s/it] 78%|███████▊ | 15531/20000 [18:39:36<5:17:22, 4.26s/it] 78%|███████▊ | 15532/20000 [18:39:39<5:03:24, 4.07s/it] 78%|███████▊ | 15533/20000 [18:39:43<4:49:45, 3.89s/it] 78%|███████▊ | 15534/20000 [18:39:46<4:37:10, 3.72s/it] 78%|███████▊ | 15535/20000 [18:39:49<4:26:43, 3.58s/it] 78%|███████▊ | 15536/20000 [18:39:52<4:16:59, 3.45s/it] 78%|███████▊ | 15537/20000 [18:39:55<4:05:41, 3.30s/it] 78%|███████▊ | 15538/20000 [18:39:58<3:55:05, 3.16s/it] 78%|███████▊ | 15539/20000 [18:40:01<3:42:49, 3.00s/it] 78%|███████▊ | 15540/20000 [18:40:03<3:28:20, 2.80s/it] 78%|███████▊ | 15541/20000 [18:40:05<3:04:39, 2.48s/it] 78%|███████▊ | 15542/20000 [18:40:13<5:02:39, 4.07s/it] 78%|███████▊ | 15543/20000 [18:40:19<5:45:52, 4.66s/it] 78%|███████▊ | 15544/20000 [18:40:24<6:01:46, 4.87s/it] 78%|███████▊ | 15545/20000 [18:40:29<6:02:14, 4.88s/it] 78%|███████▊ | 15546/20000 [18:40:34<5:55:20, 4.79s/it] 78%|███████▊ | 15547/20000 [18:40:38<5:44:36, 4.64s/it] 78%|███████▊ | 15548/20000 [18:40:42<5:31:34, 4.47s/it] 78%|███████▊ | 15549/20000 [18:40:46<5:19:27, 4.31s/it] 78%|███████▊ | 15550/20000 [18:40:50<5:11:33, 4.20s/it] 78%|███████▊ | 15551/20000 [18:40:54<5:03:11, 4.09s/it] 78%|███████▊ | 15552/20000 [18:40:57<4:53:36, 3.96s/it] 78%|███████▊ | 15553/20000 [18:41:01<4:44:25, 3.84s/it] 78%|███████▊ | 15554/20000 [18:41:04<4:34:41, 3.71s/it] 78%|███████▊ | 15555/20000 [18:41:08<4:26:28, 3.60s/it] 78%|███████▊ | 15556/20000 [18:41:11<4:15:01, 3.44s/it] 78%|███████▊ | 15557/20000 [18:41:14<4:03:30, 3.29s/it] 78%|███████▊ | 15558/20000 [18:41:16<3:51:34, 3.13s/it] 78%|███████▊ | 15559/20000 [18:41:19<3:37:20, 2.94s/it] 78%|███████▊ | 15560/20000 [18:41:21<3:14:07, 2.62s/it] 78%|███████▊ | 15561/20000 [18:41:29<5:30:13, 4.46s/it] 78%|███████▊ | 15562/20000 [18:41:36<6:10:31, 5.01s/it] 78%|███████▊ | 15563/20000 [18:41:42<6:30:46, 5.28s/it] 78%|███████▊ | 15564/20000 [18:41:47<6:24:26, 5.20s/it] 78%|███████▊ | 15565/20000 [18:41:51<6:14:55, 5.07s/it] 78%|███████▊ | 15566/20000 [18:41:56<6:03:47, 4.92s/it] 78%|███████▊ | 15567/20000 [18:42:00<5:50:02, 4.74s/it] 78%|███████▊ | 15568/20000 [18:42:04<5:36:56, 4.56s/it] 78%|███████▊ | 15569/20000 [18:42:08<5:24:26, 4.39s/it] 78%|███████▊ | 15570/20000 [18:42:12<5:12:05, 4.23s/it] 78%|███████▊ | 15571/20000 [18:42:16<4:59:48, 4.06s/it] 78%|███████▊ | 15572/20000 [18:42:20<4:48:32, 3.91s/it] 78%|███████▊ | 15573/20000 [18:42:23<4:37:07, 3.76s/it] 78%|███████▊ | 15574/20000 [18:42:26<4:26:25, 3.61s/it] 78%|███████▊ | 15575/20000 [18:42:29<4:14:36, 3.45s/it] 78%|███████▊ | 15576/20000 [18:42:32<4:02:14, 3.29s/it] 78%|███████▊ | 15577/20000 [18:42:35<3:48:39, 3.10s/it] 78%|███████▊ | 15578/20000 [18:42:37<3:32:58, 2.89s/it] 78%|███████▊ | 15579/20000 [18:42:39<3:07:30, 2.54s/it] 78%|███████▊ | 15580/20000 [18:42:47<5:15:08, 4.28s/it] 78%|███████▊ | 15581/20000 [18:42:53<5:55:37, 4.83s/it] 78%|███████▊ | 15582/20000 [18:42:59<6:07:46, 4.99s/it] 78%|███████▊ | 15583/20000 [18:43:04<6:07:38, 4.99s/it] 78%|███████▊ | 15584/20000 [18:43:09<6:01:02, 4.91s/it] 78%|███████▊ | 15585/20000 [18:43:13<5:51:09, 4.77s/it] 78%|███████▊ | 15586/20000 [18:43:17<5:38:03, 4.60s/it] 78%|███████▊ | 15587/20000 [18:43:21<5:26:30, 4.44s/it] 78%|███████▊ | 15588/20000 [18:43:25<5:15:00, 4.28s/it] 78%|███████▊ | 15589/20000 [18:43:29<5:04:01, 4.14s/it] 78%|███████▊ | 15590/20000 [18:43:33<4:52:47, 3.98s/it] 78%|███████▊ | 15591/20000 [18:43:36<4:42:19, 3.84s/it] 78%|███████▊ | 15592/20000 [18:43:39<4:32:01, 3.70s/it] 78%|███████▊ | 15593/20000 [18:43:43<4:23:18, 3.58s/it] 78%|███████▊ | 15594/20000 [18:43:46<4:12:07, 3.43s/it] 78%|███████▊ | 15595/20000 [18:43:49<4:01:08, 3.28s/it] 78%|███████▊ | 15596/20000 [18:43:52<3:48:58, 3.12s/it] 78%|███████▊ | 15597/20000 [18:43:54<3:34:08, 2.92s/it] 78%|███████▊ | 15598/20000 [18:43:56<3:11:18, 2.61s/it] 78%|███████▊ | 15599/20000 [18:44:02<4:18:40, 3.53s/it] 78%|███████▊ | 15600/20000 [18:44:04<4:03:37, 3.32s/it] 78%|███████▊ | 15601/20000 [18:44:14<6:21:48, 5.21s/it] 78%|███████▊ | 15602/20000 [18:44:20<6:43:52, 5.51s/it] 78%|███████▊ | 15603/20000 [18:44:26<6:42:41, 5.49s/it] 78%|███████▊ | 15604/20000 [18:44:31<6:33:05, 5.37s/it] 78%|███████▊ | 15605/20000 [18:44:36<6:20:05, 5.19s/it] 78%|███████▊ | 15606/20000 [18:44:40<6:05:45, 4.99s/it] 78%|███████▊ | 15607/20000 [18:44:44<5:48:40, 4.76s/it] 78%|███████▊ | 15608/20000 [18:44:48<5:34:40, 4.57s/it] 78%|███████▊ | 15609/20000 [18:44:52<5:21:06, 4.39s/it] 78%|███████▊ | 15610/20000 [18:44:56<5:08:06, 4.21s/it] 78%|███████▊ | 15611/20000 [18:45:00<4:55:31, 4.04s/it] 78%|███████▊ | 15612/20000 [18:45:03<4:43:40, 3.88s/it] 78%|███████▊ | 15613/20000 [18:45:07<4:32:53, 3.73s/it] 78%|███████▊ | 15614/20000 [18:45:10<4:23:21, 3.60s/it] 78%|███████▊ | 15615/20000 [18:45:13<4:12:20, 3.45s/it] 78%|███████▊ | 15616/20000 [18:45:16<4:00:45, 3.30s/it] 78%|███████▊ | 15617/20000 [18:45:19<3:48:08, 3.12s/it] 78%|███████▊ | 15618/20000 [18:45:21<3:33:40, 2.93s/it] 78%|███████▊ | 15619/20000 [18:45:23<3:10:46, 2.61s/it] 78%|███████▊ | 15620/20000 [18:45:31<5:15:12, 4.32s/it] 78%|███████▊ | 15621/20000 [18:45:38<5:55:32, 4.87s/it] 78%|███████▊ | 15622/20000 [18:45:43<6:09:03, 5.06s/it] 78%|███████▊ | 15623/20000 [18:45:48<6:08:37, 5.05s/it] 78%|███████▊ | 15624/20000 [18:45:53<6:02:24, 4.97s/it] 78%|███████▊ | 15625/20000 [18:45:57<5:53:17, 4.85s/it] 78%|███████▊ | 15626/20000 [18:46:02<5:41:39, 4.69s/it] 78%|███████▊ | 15627/20000 [18:46:06<5:28:37, 4.51s/it] 78%|███████▊ | 15628/20000 [18:46:10<5:16:13, 4.34s/it] 78%|███████▊ | 15629/20000 [18:46:14<5:04:02, 4.17s/it] 78%|███████▊ | 15630/20000 [18:46:17<4:52:15, 4.01s/it] 78%|███████▊ | 15631/20000 [18:46:21<4:41:26, 3.87s/it] 78%|███████▊ | 15632/20000 [18:46:24<4:31:03, 3.72s/it] 78%|███████▊ | 15633/20000 [18:46:27<4:21:05, 3.59s/it] 78%|███████▊ | 15634/20000 [18:46:30<4:10:20, 3.44s/it] 78%|███████▊ | 15635/20000 [18:46:33<3:59:09, 3.29s/it] 78%|███████▊ | 15636/20000 [18:46:36<3:47:11, 3.12s/it] 78%|███████▊ | 15637/20000 [18:46:39<3:32:56, 2.93s/it] 78%|███████▊ | 15638/20000 [18:46:40<3:09:25, 2.61s/it] 78%|███████▊ | 15639/20000 [18:46:49<5:15:38, 4.34s/it] 78%|███████▊ | 15640/20000 [18:46:55<5:56:42, 4.91s/it] 78%|███████▊ | 15641/20000 [18:47:01<6:08:36, 5.07s/it] 78%|███████▊ | 15642/20000 [18:47:06<6:07:49, 5.06s/it] 78%|███████▊ | 15643/20000 [18:47:10<6:01:05, 4.97s/it] 78%|███████▊ | 15644/20000 [18:47:15<5:51:36, 4.84s/it] 78%|███████▊ | 15645/20000 [18:47:19<5:39:30, 4.68s/it] 78%|███████▊ | 15646/20000 [18:47:23<5:27:46, 4.52s/it] 78%|███████▊ | 15647/20000 [18:47:27<5:17:26, 4.38s/it] 78%|███████▊ | 15648/20000 [18:47:31<5:08:40, 4.26s/it] 78%|███████▊ | 15649/20000 [18:47:35<4:58:51, 4.12s/it] 78%|███████▊ | 15650/20000 [18:47:39<4:49:21, 3.99s/it] 78%|███████▊ | 15651/20000 [18:47:42<4:39:15, 3.85s/it] 78%|███████▊ | 15652/20000 [18:47:46<4:30:53, 3.74s/it] 78%|███████▊ | 15653/20000 [18:47:49<4:19:49, 3.59s/it] 78%|███████▊ | 15654/20000 [18:47:52<4:08:03, 3.42s/it] 78%|███████▊ | 15655/20000 [18:47:55<3:55:03, 3.25s/it] 78%|███████▊ | 15656/20000 [18:47:58<3:39:54, 3.04s/it] 78%|███████▊ | 15657/20000 [18:47:59<3:15:29, 2.70s/it] 78%|███████▊ | 15658/20000 [18:48:09<5:34:43, 4.63s/it] 78%|███████▊ | 15659/20000 [18:48:15<6:10:41, 5.12s/it] 78%|███████▊ | 15660/20000 [18:48:20<6:17:48, 5.22s/it] 78%|███████▊ | 15661/20000 [18:48:25<6:14:45, 5.18s/it] 78%|███████▊ | 15662/20000 [18:48:30<6:05:10, 5.05s/it] 78%|███████▊ | 15663/20000 [18:48:35<5:53:33, 4.89s/it] 78%|███████▊ | 15664/20000 [18:48:39<5:40:06, 4.71s/it] 78%|███████▊ | 15665/20000 [18:48:43<5:27:17, 4.53s/it] 78%|███████▊ | 15666/20000 [18:48:47<5:14:39, 4.36s/it] 78%|███████▊ | 15667/20000 [18:48:51<5:02:28, 4.19s/it] 78%|███████▊ | 15668/20000 [18:48:54<4:50:43, 4.03s/it] 78%|███████▊ | 15669/20000 [18:48:58<4:39:50, 3.88s/it] 78%|███████▊ | 15670/20000 [18:49:01<4:29:35, 3.74s/it] 78%|███████▊ | 15671/20000 [18:49:05<4:20:41, 3.61s/it] 78%|███████▊ | 15672/20000 [18:49:08<4:10:10, 3.47s/it] 78%|███████▊ | 15673/20000 [18:49:11<3:58:46, 3.31s/it] 78%|███████▊ | 15674/20000 [18:49:14<3:46:50, 3.15s/it] 78%|███████▊ | 15675/20000 [18:49:16<3:32:00, 2.94s/it] 78%|███████▊ | 15676/20000 [18:49:18<3:07:20, 2.60s/it] 78%|███████▊ | 15677/20000 [18:49:23<4:07:43, 3.44s/it] 78%|███████▊ | 15678/20000 [18:49:26<3:55:09, 3.26s/it] 78%|███████▊ | 15679/20000 [18:49:35<6:03:32, 5.05s/it] 78%|███████▊ | 15680/20000 [18:49:41<6:24:15, 5.34s/it] 78%|███████▊ | 15681/20000 [18:49:47<6:22:34, 5.31s/it] 78%|███████▊ | 15682/20000 [18:49:51<6:13:53, 5.20s/it] 78%|███████▊ | 15683/20000 [18:49:56<6:01:56, 5.03s/it] 78%|███████▊ | 15684/20000 [18:50:01<5:48:38, 4.85s/it] 78%|███████▊ | 15685/20000 [18:50:05<5:34:23, 4.65s/it] 78%|███████▊ | 15686/20000 [18:50:09<5:21:59, 4.48s/it] 78%|███████▊ | 15687/20000 [18:50:13<5:09:45, 4.31s/it] 78%|███████▊ | 15688/20000 [18:50:16<4:58:41, 4.16s/it] 78%|███████▊ | 15689/20000 [18:50:20<4:47:23, 4.00s/it] 78%|███████▊ | 15690/20000 [18:50:24<4:36:11, 3.84s/it] 78%|███████▊ | 15691/20000 [18:50:27<4:26:01, 3.70s/it] 78%|███████▊ | 15692/20000 [18:50:30<4:16:21, 3.57s/it] 78%|███████▊ | 15693/20000 [18:50:33<4:05:12, 3.42s/it] 78%|███████▊ | 15694/20000 [18:50:36<3:51:43, 3.23s/it] 78%|███████▊ | 15695/20000 [18:50:39<3:39:27, 3.06s/it] 78%|███████▊ | 15696/20000 [18:50:41<3:25:13, 2.86s/it] 78%|███████▊ | 15697/20000 [18:50:43<3:02:23, 2.54s/it] 78%|███████▊ | 15698/20000 [18:50:52<5:12:27, 4.36s/it] 78%|███████▊ | 15699/20000 [18:50:58<5:52:38, 4.92s/it] 78%|███████▊ | 15700/20000 [18:51:03<6:06:49, 5.12s/it] 79%|███████▊ | 15701/20000 [18:51:08<6:06:00, 5.11s/it] 79%|███████▊ | 15702/20000 [18:51:13<5:58:02, 5.00s/it] 79%|███████▊ | 15703/20000 [18:51:18<5:43:47, 4.80s/it] 79%|███████▊ | 15704/20000 [18:51:22<5:27:35, 4.58s/it] 79%|███████▊ | 15705/20000 [18:51:25<5:13:30, 4.38s/it] 79%|███████▊ | 15706/20000 [18:51:29<5:00:25, 4.20s/it] 79%|███████▊ | 15707/20000 [18:51:33<4:48:14, 4.03s/it] 79%|███████▊ | 15708/20000 [18:51:36<4:37:00, 3.87s/it] 79%|███████▊ | 15709/20000 [18:51:40<4:25:59, 3.72s/it] 79%|███████▊ | 15710/20000 [18:51:43<4:16:00, 3.58s/it] 79%|███████▊ | 15711/20000 [18:51:46<4:09:47, 3.49s/it] 79%|███████▊ | 15712/20000 [18:51:49<4:00:46, 3.37s/it] 79%|███████▊ | 15713/20000 [18:51:52<3:51:10, 3.24s/it] 79%|███████▊ | 15714/20000 [18:51:55<3:40:21, 3.08s/it] 79%|███████▊ | 15715/20000 [18:51:58<3:26:39, 2.89s/it] 79%|███████▊ | 15716/20000 [18:51:59<3:04:17, 2.58s/it] 79%|███████▊ | 15717/20000 [18:52:08<5:16:50, 4.44s/it] 79%|███████▊ | 15718/20000 [18:52:14<5:53:48, 4.96s/it] 79%|███████▊ | 15719/20000 [18:52:20<6:03:58, 5.10s/it] 79%|███████▊ | 15720/20000 [18:52:25<6:01:59, 5.07s/it] 79%|███████▊ | 15721/20000 [18:52:30<5:55:23, 4.98s/it] 79%|███████▊ | 15722/20000 [18:52:34<5:45:58, 4.85s/it] 79%|███████▊ | 15723/20000 [18:52:38<5:33:43, 4.68s/it] 79%|███████▊ | 15724/20000 [18:52:42<5:21:33, 4.51s/it] 79%|███████▊ | 15725/20000 [18:52:46<5:10:00, 4.35s/it] 79%|███████▊ | 15726/20000 [18:52:50<4:58:38, 4.19s/it] 79%|███████▊ | 15727/20000 [18:52:54<4:47:02, 4.03s/it] 79%|███████▊ | 15728/20000 [18:52:57<4:35:52, 3.87s/it] 79%|███████▊ | 15729/20000 [18:53:01<4:25:38, 3.73s/it] 79%|███████▊ | 15730/20000 [18:53:04<4:16:21, 3.60s/it] 79%|███████▊ | 15731/20000 [18:53:07<4:06:07, 3.46s/it] 79%|███████▊ | 15732/20000 [18:53:10<3:55:33, 3.31s/it] 79%|███████▊ | 15733/20000 [18:53:13<3:44:46, 3.16s/it] 79%|███████▊ | 15734/20000 [18:53:16<3:31:54, 2.98s/it] 79%|███████▊ | 15735/20000 [18:53:18<3:10:30, 2.68s/it] 79%|███████▊ | 15736/20000 [18:53:27<5:28:44, 4.63s/it] 79%|███████▊ | 15737/20000 [18:53:33<6:01:31, 5.09s/it] 79%|███████▊ | 15738/20000 [18:53:38<6:10:21, 5.21s/it] 79%|███████▊ | 15739/20000 [18:53:43<6:07:22, 5.17s/it] 79%|███████▊ | 15740/20000 [18:53:48<6:00:00, 5.07s/it] 79%|███████▊ | 15741/20000 [18:53:53<5:49:34, 4.92s/it] 79%|███████▊ | 15742/20000 [18:53:57<5:36:12, 4.74s/it] 79%|███████▊ | 15743/20000 [18:54:01<5:22:59, 4.55s/it] 79%|███████▊ | 15744/20000 [18:54:05<5:11:26, 4.39s/it] 79%|███████▊ | 15745/20000 [18:54:09<4:59:31, 4.22s/it] 79%|███████▊ | 15746/20000 [18:54:13<4:47:58, 4.06s/it] 79%|███████▊ | 15747/20000 [18:54:16<4:36:45, 3.90s/it] 79%|███████▊ | 15748/20000 [18:54:20<4:25:46, 3.75s/it] 79%|███████▊ | 15749/20000 [18:54:23<4:16:35, 3.62s/it] 79%|███████▉ | 15750/20000 [18:54:26<4:05:11, 3.46s/it] 79%|███████▉ | 15751/20000 [18:54:29<3:53:05, 3.29s/it] 79%|███████▉ | 15752/20000 [18:54:32<3:41:13, 3.12s/it] 79%|███████▉ | 15753/20000 [18:54:34<3:27:07, 2.93s/it] 79%|███████▉ | 15754/20000 [18:54:36<3:02:37, 2.58s/it] 79%|███████▉ | 15755/20000 [18:54:41<4:01:28, 3.41s/it] 79%|███████▉ | 15756/20000 [18:54:44<3:46:59, 3.21s/it] 79%|███████▉ | 15757/20000 [18:54:53<5:57:20, 5.05s/it] 79%|███████▉ | 15758/20000 [18:54:59<6:14:41, 5.30s/it] 79%|███████▉ | 15759/20000 [18:55:05<6:14:37, 5.30s/it] 79%|███████▉ | 15760/20000 [18:55:10<6:04:46, 5.16s/it] 79%|███████▉ | 15761/20000 [18:55:14<5:51:34, 4.98s/it] 79%|███████▉ | 15762/20000 [18:55:18<5:39:10, 4.80s/it] 79%|███████▉ | 15763/20000 [18:55:23<5:23:46, 4.59s/it] 79%|███████▉ | 15764/20000 [18:55:26<5:10:16, 4.39s/it] 79%|███████▉ | 15765/20000 [18:55:30<4:57:34, 4.22s/it] 79%|███████▉ | 15766/20000 [18:55:34<4:45:00, 4.04s/it] 79%|███████▉ | 15767/20000 [18:55:37<4:32:37, 3.86s/it] 79%|███████▉ | 15768/20000 [18:55:41<4:21:51, 3.71s/it] 79%|███████▉ | 15769/20000 [18:55:44<4:12:03, 3.57s/it] 79%|███████▉ | 15770/20000 [18:55:47<4:03:08, 3.45s/it] 79%|███████▉ | 15771/20000 [18:55:50<3:51:47, 3.29s/it] 79%|███████▉ | 15772/20000 [18:55:53<3:40:44, 3.13s/it] 79%|███████▉ | 15773/20000 [18:55:55<3:27:59, 2.95s/it] 79%|███████▉ | 15774/20000 [18:55:58<3:13:45, 2.75s/it] 79%|███████▉ | 15775/20000 [18:55:59<2:52:07, 2.44s/it] 79%|███████▉ | 15776/20000 [18:56:07<4:51:44, 4.14s/it] 79%|███████▉ | 15777/20000 [18:56:13<5:30:50, 4.70s/it] 79%|███████▉ | 15778/20000 [18:56:19<5:43:52, 4.89s/it] 79%|███████▉ | 15779/20000 [18:56:24<5:45:59, 4.92s/it] 79%|███████▉ | 15780/20000 [18:56:29<5:41:51, 4.86s/it] 79%|███████▉ | 15781/20000 [18:56:33<5:35:09, 4.77s/it] 79%|███████▉ | 15782/20000 [18:56:37<5:24:45, 4.62s/it] 79%|███████▉ | 15783/20000 [18:56:41<5:13:51, 4.47s/it] 79%|███████▉ | 15784/20000 [18:56:45<5:03:04, 4.31s/it] 79%|███████▉ | 15785/20000 [18:56:49<4:52:06, 4.16s/it] 79%|███████▉ | 15786/20000 [18:56:53<4:37:53, 3.96s/it] 79%|███████▉ | 15787/20000 [18:56:56<4:24:42, 3.77s/it] 79%|███████▉ | 15788/20000 [18:56:59<4:12:48, 3.60s/it] 79%|███████▉ | 15789/20000 [18:57:02<4:01:30, 3.44s/it] 79%|███████▉ | 15790/20000 [18:57:05<3:49:26, 3.27s/it] 79%|███████▉ | 15791/20000 [18:57:08<3:38:13, 3.11s/it] 79%|███████▉ | 15792/20000 [18:57:10<3:26:15, 2.94s/it] 79%|███████▉ | 15793/20000 [18:57:13<3:11:41, 2.73s/it] 79%|███████▉ | 15794/20000 [18:57:14<2:46:59, 2.38s/it] 79%|███████▉ | 15795/20000 [18:57:22<4:41:25, 4.02s/it] 79%|███████▉ | 15796/20000 [18:57:28<5:21:49, 4.59s/it] 79%|███████▉ | 15797/20000 [18:57:33<5:35:55, 4.80s/it] 79%|███████▉ | 15798/20000 [18:57:38<5:38:40, 4.84s/it] 79%|███████▉ | 15799/20000 [18:57:43<5:33:09, 4.76s/it] 79%|███████▉ | 15800/20000 [18:57:47<5:27:17, 4.68s/it] 79%|███████▉ | 15801/20000 [18:57:52<5:18:18, 4.55s/it] 79%|███████▉ | 15802/20000 [18:57:56<5:09:29, 4.42s/it] 79%|███████▉ | 15803/20000 [18:58:00<5:00:37, 4.30s/it] 79%|███████▉ | 15804/20000 [18:58:04<4:51:15, 4.16s/it] 79%|███████▉ | 15805/20000 [18:58:07<4:40:37, 4.01s/it] 79%|███████▉ | 15806/20000 [18:58:11<4:31:16, 3.88s/it] 79%|███████▉ | 15807/20000 [18:58:14<4:21:04, 3.74s/it] 79%|███████▉ | 15808/20000 [18:58:17<4:12:21, 3.61s/it] 79%|███████▉ | 15809/20000 [18:58:21<4:02:17, 3.47s/it] 79%|███████▉ | 15810/20000 [18:58:24<3:52:06, 3.32s/it] 79%|███████▉ | 15811/20000 [18:58:26<3:41:06, 3.17s/it] 79%|███████▉ | 15812/20000 [18:58:29<3:27:56, 2.98s/it] 79%|███████▉ | 15813/20000 [18:58:31<3:07:04, 2.68s/it] 79%|███████▉ | 15814/20000 [18:58:39<5:06:48, 4.40s/it] 79%|███████▉ | 15815/20000 [18:58:46<5:45:14, 4.95s/it] 79%|███████▉ | 15816/20000 [18:58:51<5:56:06, 5.11s/it] 79%|███████▉ | 15817/20000 [18:58:56<5:55:54, 5.10s/it] 79%|███████▉ | 15818/20000 [18:59:01<5:49:29, 5.01s/it] 79%|███████▉ | 15819/20000 [18:59:06<5:42:18, 4.91s/it] 79%|███████▉ | 15820/20000 [18:59:10<5:31:54, 4.76s/it] 79%|███████▉ | 15821/20000 [18:59:14<5:21:18, 4.61s/it] 79%|███████▉ | 15822/20000 [18:59:18<5:10:08, 4.45s/it] 79%|███████▉ | 15823/20000 [18:59:22<4:58:48, 4.29s/it] 79%|███████▉ | 15824/20000 [18:59:26<4:49:37, 4.16s/it] 79%|███████▉ | 15825/20000 [18:59:30<4:40:16, 4.03s/it] 79%|███████▉ | 15826/20000 [18:59:33<4:30:10, 3.88s/it] 79%|███████▉ | 15827/20000 [18:59:37<4:19:10, 3.73s/it] 79%|███████▉ | 15828/20000 [18:59:40<4:08:34, 3.57s/it] 79%|███████▉ | 15829/20000 [18:59:43<3:57:59, 3.42s/it] 79%|███████▉ | 15830/20000 [18:59:46<3:46:16, 3.26s/it] 79%|███████▉ | 15831/20000 [18:59:48<3:32:01, 3.05s/it] 79%|███████▉ | 15832/20000 [18:59:50<3:09:22, 2.73s/it] 79%|███████▉ | 15833/20000 [18:59:56<4:11:48, 3.63s/it] 79%|███████▉ | 15834/20000 [18:59:59<3:58:44, 3.44s/it] 79%|███████▉ | 15835/20000 [19:00:09<6:21:45, 5.50s/it] 79%|███████▉ | 15836/20000 [19:00:16<6:42:18, 5.80s/it] 79%|███████▉ | 15837/20000 [19:00:22<6:39:33, 5.76s/it] 79%|███████▉ | 15838/20000 [19:00:27<6:29:45, 5.62s/it] 79%|███████▉ | 15839/20000 [19:00:32<6:16:12, 5.42s/it] 79%|███████▉ | 15840/20000 [19:00:37<6:02:35, 5.23s/it] 79%|███████▉ | 15841/20000 [19:00:41<5:46:48, 5.00s/it] 79%|███████▉ | 15842/20000 [19:00:45<5:31:31, 4.78s/it] 79%|███████▉ | 15843/20000 [19:00:50<5:16:35, 4.57s/it] 79%|███████▉ | 15844/20000 [19:00:53<5:00:54, 4.34s/it] 79%|███████▉ | 15845/20000 [19:00:57<4:47:45, 4.16s/it] 79%|███████▉ | 15846/20000 [19:01:01<4:36:46, 4.00s/it] 79%|███████▉ | 15847/20000 [19:01:04<4:28:13, 3.88s/it] 79%|███████▉ | 15848/20000 [19:01:08<4:18:44, 3.74s/it] 79%|███████▉ | 15849/20000 [19:01:11<4:09:51, 3.61s/it] 79%|███████▉ | 15850/20000 [19:01:14<4:01:08, 3.49s/it] 79%|███████▉ | 15851/20000 [19:01:17<3:49:49, 3.32s/it] 79%|███████▉ | 15852/20000 [19:01:20<3:35:46, 3.12s/it] 79%|███████▉ | 15853/20000 [19:01:22<3:10:51, 2.76s/it] 79%|███████▉ | 15854/20000 [19:01:31<5:20:01, 4.63s/it] 79%|███████▉ | 15855/20000 [19:01:38<6:04:59, 5.28s/it] 79%|███████▉ | 15856/20000 [19:01:43<6:18:12, 5.48s/it] 79%|███████▉ | 15857/20000 [19:01:49<6:14:56, 5.43s/it] 79%|███████▉ | 15858/20000 [19:01:54<6:05:16, 5.29s/it] 79%|███████▉ | 15859/20000 [19:01:59<5:54:52, 5.14s/it] 79%|███████▉ | 15860/20000 [19:02:03<5:42:46, 4.97s/it] 79%|███████▉ | 15861/20000 [19:02:08<5:34:25, 4.85s/it] 79%|███████▉ | 15862/20000 [19:02:12<5:17:35, 4.61s/it] 79%|███████▉ | 15863/20000 [19:02:16<5:01:50, 4.38s/it] 79%|███████▉ | 15864/20000 [19:02:19<4:47:33, 4.17s/it] 79%|███████▉ | 15865/20000 [19:02:23<4:36:51, 4.02s/it] 79%|███████▉ | 15866/20000 [19:02:26<4:23:56, 3.83s/it] 79%|███████▉ | 15867/20000 [19:02:30<4:12:06, 3.66s/it] 79%|███████▉ | 15868/20000 [19:02:33<3:59:36, 3.48s/it] 79%|███████▉ | 15869/20000 [19:02:36<3:47:56, 3.31s/it] 79%|███████▉ | 15870/20000 [19:02:38<3:35:49, 3.14s/it] 79%|███████▉ | 15871/20000 [19:02:41<3:21:05, 2.92s/it] 79%|███████▉ | 15872/20000 [19:02:42<2:57:02, 2.57s/it] 79%|███████▉ | 15873/20000 [19:02:51<4:58:40, 4.34s/it] 79%|███████▉ | 15874/20000 [19:02:57<5:39:41, 4.94s/it] 79%|███████▉ | 15875/20000 [19:03:03<5:51:54, 5.12s/it] 79%|███████▉ | 15876/20000 [19:03:08<5:54:16, 5.15s/it] 79%|███████▉ | 15877/20000 [19:03:13<5:50:07, 5.10s/it] 79%|███████▉ | 15878/20000 [19:03:18<5:40:52, 4.96s/it] 79%|███████▉ | 15879/20000 [19:03:22<5:30:27, 4.81s/it] 79%|███████▉ | 15880/20000 [19:03:26<5:18:42, 4.64s/it] 79%|███████▉ | 15881/20000 [19:03:30<5:08:12, 4.49s/it] 79%|███████▉ | 15882/20000 [19:03:34<4:57:40, 4.34s/it] 79%|███████▉ | 15883/20000 [19:03:38<4:46:29, 4.18s/it] 79%|███████▉ | 15884/20000 [19:03:42<4:34:42, 4.00s/it] 79%|███████▉ | 15885/20000 [19:03:45<4:22:33, 3.83s/it] 79%|███████▉ | 15886/20000 [19:03:49<4:12:17, 3.68s/it] 79%|███████▉ | 15887/20000 [19:03:52<4:01:56, 3.53s/it] 79%|███████▉ | 15888/20000 [19:03:55<3:50:58, 3.37s/it] 79%|███████▉ | 15889/20000 [19:03:58<3:39:19, 3.20s/it] 79%|███████▉ | 15890/20000 [19:04:00<3:26:06, 3.01s/it] 79%|███████▉ | 15891/20000 [19:04:02<3:04:44, 2.70s/it] 79%|███████▉ | 15892/20000 [19:04:11<5:09:36, 4.52s/it] 79%|███████▉ | 15893/20000 [19:04:17<5:44:59, 5.04s/it] 79%|███████▉ | 15894/20000 [19:04:23<5:52:36, 5.15s/it] 79%|███████▉ | 15895/20000 [19:04:28<5:50:47, 5.13s/it] 79%|███████▉ | 15896/20000 [19:04:32<5:43:30, 5.02s/it] 79%|███████▉ | 15897/20000 [19:04:37<5:33:34, 4.88s/it] 79%|███████▉ | 15898/20000 [19:04:41<5:20:14, 4.68s/it] 79%|███████▉ | 15899/20000 [19:04:45<5:08:32, 4.51s/it] 80%|███████▉ | 15900/20000 [19:04:49<4:56:15, 4.34s/it] 80%|███████▉ | 15901/20000 [19:04:53<4:44:08, 4.16s/it] 80%|███████▉ | 15902/20000 [19:04:57<4:32:50, 3.99s/it] 80%|███████▉ | 15903/20000 [19:05:00<4:22:32, 3.84s/it] 80%|███████▉ | 15904/20000 [19:05:03<4:13:21, 3.71s/it] 80%|███████▉ | 15905/20000 [19:05:07<4:04:24, 3.58s/it] 80%|███████▉ | 15906/20000 [19:05:10<3:54:08, 3.43s/it] 80%|███████▉ | 15907/20000 [19:05:13<3:43:42, 3.28s/it] 80%|███████▉ | 15908/20000 [19:05:15<3:32:08, 3.11s/it] 80%|███████▉ | 15909/20000 [19:05:18<3:18:21, 2.91s/it] 80%|███████▉ | 15910/20000 [19:05:20<2:56:53, 2.59s/it] 80%|███████▉ | 15911/20000 [19:05:26<4:02:58, 3.57s/it] 80%|███████▉ | 15912/20000 [19:05:29<3:49:40, 3.37s/it] 80%|███████▉ | 15913/20000 [19:05:38<5:57:07, 5.24s/it] 80%|███████▉ | 15914/20000 [19:05:44<6:17:00, 5.54s/it] 80%|███████▉ | 15915/20000 [19:05:50<6:16:37, 5.53s/it] 80%|███████▉ | 15916/20000 [19:05:55<6:07:58, 5.41s/it] 80%|███████▉ | 15917/20000 [19:06:00<5:56:12, 5.23s/it] 80%|███████▉ | 15918/20000 [19:06:04<5:43:35, 5.05s/it] 80%|███████▉ | 15919/20000 [19:06:09<5:29:46, 4.85s/it] 80%|███████▉ | 15920/20000 [19:06:13<5:17:10, 4.66s/it] 80%|███████▉ | 15921/20000 [19:06:17<5:04:43, 4.48s/it] 80%|███████▉ | 15922/20000 [19:06:21<4:52:56, 4.31s/it] 80%|███████▉ | 15923/20000 [19:06:25<4:42:06, 4.15s/it] 80%|███████▉ | 15924/20000 [19:06:28<4:31:29, 4.00s/it] 80%|███████▉ | 15925/20000 [19:06:32<4:20:38, 3.84s/it] 80%|███████▉ | 15926/20000 [19:06:35<4:11:00, 3.70s/it] 80%|███████▉ | 15927/20000 [19:06:38<4:00:45, 3.55s/it] 80%|███████▉ | 15928/20000 [19:06:41<3:49:44, 3.39s/it] 80%|███████▉ | 15929/20000 [19:06:44<3:38:18, 3.22s/it] 80%|███████▉ | 15930/20000 [19:06:47<3:24:43, 3.02s/it] 80%|███████▉ | 15931/20000 [19:06:49<3:00:43, 2.66s/it] 80%|███████▉ | 15932/20000 [19:06:57<5:00:07, 4.43s/it] 80%|███████▉ | 15933/20000 [19:07:03<5:36:07, 4.96s/it] 80%|███████▉ | 15934/20000 [19:07:09<5:47:32, 5.13s/it] 80%|███████▉ | 15935/20000 [19:07:14<5:45:41, 5.10s/it] 80%|███████▉ | 15936/20000 [19:07:19<5:38:49, 5.00s/it] 80%|███████▉ | 15937/20000 [19:07:23<5:30:33, 4.88s/it] 80%|███████▉ | 15938/20000 [19:07:28<5:18:04, 4.70s/it] 80%|███████▉ | 15939/20000 [19:07:32<5:06:07, 4.52s/it] 80%|███████▉ | 15940/20000 [19:07:36<4:55:24, 4.37s/it] 80%|███████▉ | 15941/20000 [19:07:40<4:44:12, 4.20s/it] 80%|███████▉ | 15942/20000 [19:07:43<4:33:07, 4.04s/it] 80%|███████▉ | 15943/20000 [19:07:47<4:22:25, 3.88s/it] 80%|███████▉ | 15944/20000 [19:07:50<4:12:17, 3.73s/it] 80%|███████▉ | 15945/20000 [19:07:53<4:01:55, 3.58s/it] 80%|███████▉ | 15946/20000 [19:07:56<3:50:53, 3.42s/it] 80%|███████▉ | 15947/20000 [19:07:59<3:40:17, 3.26s/it] 80%|███████▉ | 15948/20000 [19:08:02<3:29:02, 3.10s/it] 80%|███████▉ | 15949/20000 [19:08:04<3:15:49, 2.90s/it] 80%|███████▉ | 15950/20000 [19:08:06<2:55:44, 2.60s/it] 80%|███████▉ | 15951/20000 [19:08:15<4:59:21, 4.44s/it] 80%|███████▉ | 15952/20000 [19:08:21<5:34:21, 4.96s/it] 80%|███████▉ | 15953/20000 [19:08:27<5:44:44, 5.11s/it] 80%|███████▉ | 15954/20000 [19:08:32<5:43:40, 5.10s/it] 80%|███████▉ | 15955/20000 [19:08:36<5:36:34, 4.99s/it] 80%|███████▉ | 15956/20000 [19:08:41<5:27:43, 4.86s/it] 80%|███████▉ | 15957/20000 [19:08:45<5:16:15, 4.69s/it] 80%|███████▉ | 15958/20000 [19:08:49<5:03:57, 4.51s/it] 80%|███████▉ | 15959/20000 [19:08:53<4:53:11, 4.35s/it] 80%|███████▉ | 15960/20000 [19:08:57<4:45:12, 4.24s/it] 80%|███████▉ | 15961/20000 [19:09:01<4:36:21, 4.11s/it] 80%|███████▉ | 15962/20000 [19:09:05<4:28:21, 3.99s/it] 80%|███████▉ | 15963/20000 [19:09:08<4:18:45, 3.85s/it] 80%|███████▉ | 15964/20000 [19:09:12<4:10:20, 3.72s/it] 80%|███████▉ | 15965/20000 [19:09:15<4:03:14, 3.62s/it] 80%|███████▉ | 15966/20000 [19:09:18<3:51:31, 3.44s/it] 80%|███████▉ | 15967/20000 [19:09:21<3:39:03, 3.26s/it] 80%|███████▉ | 15968/20000 [19:09:24<3:24:10, 3.04s/it] 80%|███████▉ | 15969/20000 [19:09:26<3:01:22, 2.70s/it] 80%|███████▉ | 15970/20000 [19:09:34<4:58:19, 4.44s/it] 80%|███████▉ | 15971/20000 [19:09:41<5:39:30, 5.06s/it] 80%|███████▉ | 15972/20000 [19:09:46<5:51:40, 5.24s/it] 80%|███████▉ | 15973/20000 [19:09:51<5:50:02, 5.22s/it] 80%|███████▉ | 15974/20000 [19:09:56<5:43:17, 5.12s/it] 80%|███████▉ | 15975/20000 [19:10:01<5:34:33, 4.99s/it] 80%|███████▉ | 15976/20000 [19:10:05<5:22:46, 4.81s/it] 80%|███████▉ | 15977/20000 [19:10:10<5:10:46, 4.64s/it] 80%|███████▉ | 15978/20000 [19:10:14<5:00:59, 4.49s/it] 80%|███████▉ | 15979/20000 [19:10:18<4:52:06, 4.36s/it] 80%|███████▉ | 15980/20000 [19:10:22<4:40:50, 4.19s/it] 80%|███████▉ | 15981/20000 [19:10:25<4:29:43, 4.03s/it] 80%|███████▉ | 15982/20000 [19:10:29<4:20:08, 3.88s/it] 80%|███████▉ | 15983/20000 [19:10:32<4:10:50, 3.75s/it] 80%|███████▉ | 15984/20000 [19:10:35<4:00:07, 3.59s/it] 80%|███████▉ | 15985/20000 [19:10:38<3:49:38, 3.43s/it] 80%|███████▉ | 15986/20000 [19:10:41<3:38:17, 3.26s/it] 80%|███████▉ | 15987/20000 [19:10:44<3:24:07, 3.05s/it] 80%|███████▉ | 15988/20000 [19:10:46<2:59:43, 2.69s/it] 80%|███████▉ | 15989/20000 [19:10:52<4:09:39, 3.73s/it] 80%|███████▉ | 15990/20000 [19:10:55<3:51:58, 3.47s/it] 80%|███████▉ | 15991/20000 [19:11:05<6:09:09, 5.52s/it] 80%|███████▉ | 15992/20000 [19:11:11<6:23:56, 5.75s/it] 80%|███████▉ | 15993/20000 [19:11:17<6:23:03, 5.74s/it] 80%|███████▉ | 15994/20000 [19:11:22<6:11:50, 5.57s/it] 80%|███████▉ | 15995/20000 [19:11:27<5:58:55, 5.38s/it] 80%|███████▉ | 15996/20000 [19:11:32<5:44:52, 5.17s/it] 80%|███████▉ | 15997/20000 [19:11:36<5:29:34, 4.94s/it] 80%|███████▉ | 15998/20000 [19:11:40<5:14:28, 4.71s/it] 80%|███████▉ | 15999/20000 [19:11:45<5:02:05, 4.53s/it] 80%|████████ | 16000/20000 [19:11:48<4:49:08, 4.34s/it] 80%|████████ | 16000/20000 [19:11:48<4:49:08, 4.34s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.098084457218647, 'eval_wer': 0.07434647762516615, 'eval_runtime': 61.9773, 'eval_samples_per_second': 29.963, 'eval_steps_per_second': 1.259, 'epoch': 198.72} {'loss': 0.0024, 'learning_rate': 0.00010266666666666668, 'epoch': 205.13} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:25, 2.93it/s][A 4%|▍ | 3/78 [00:01<00:35, 2.10it/s][A 5%|▌ | 4/78 [00:02<00:40, 1.82it/s][A 6%|▋ | 5/78 [00:02<00:45, 1.61it/s][A 8%|▊ | 6/78 [00:03<00:50, 1.41it/s][A 9%|▉ | 7/78 [00:04<00:56, 1.26it/s][A 10%|█ | 8/78 [00:05<01:00, 1.17it/s][A 12%|█▏ | 9/78 [00:06<01:02, 1.11it/s][A 13%|█▎ | 10/78 [00:07<01:00, 1.13it/s][A 14%|█▍ | 11/78 [00:08<00:57, 1.16it/s][A 15%|█▌ | 12/78 [00:09<00:54, 1.21it/s][A 17%|█▋ | 13/78 [00:09<00:50, 1.28it/s][A 18%|█▊ | 14/78 [00:10<00:51, 1.24it/s][A 19%|█▉ | 15/78 [00:11<00:52, 1.19it/s][A 21%|██ | 16/78 [00:12<00:54, 1.14it/s][A 22%|██▏ | 17/78 [00:13<00:53, 1.14it/s][A 23%|██▎ | 18/78 [00:14<00:56, 1.05it/s][A 24%|██▍ | 19/78 [00:15<00:54, 1.09it/s][A 26%|██▌ | 20/78 [00:16<00:49, 1.16it/s][A 27%|██▋ | 21/78 [00:16<00:50, 1.14it/s][A 28%|██▊ | 22/78 [00:17<00:46, 1.20it/s][A 29%|██▉ | 23/78 [00:18<00:44, 1.24it/s][A 31%|███ | 24/78 [00:19<00:44, 1.22it/s][A 32%|███▏ | 25/78 [00:19<00:41, 1.27it/s][A 33%|███▎ | 26/78 [00:20<00:39, 1.31it/s][A 35%|███▍ | 27/78 [00:21<00:38, 1.33it/s][A 36%|███▌ | 28/78 [00:22<00:38, 1.29it/s][A 37%|███▋ | 29/78 [00:22<00:36, 1.36it/s][A 38%|███▊ | 30/78 [00:23<00:37, 1.27it/s][A 40%|███▉ | 31/78 [00:24<00:35, 1.31it/s][A 41%|████ | 32/78 [00:25<00:34, 1.33it/s][A 42%|████▏ | 33/78 [00:25<00:33, 1.35it/s][A 44%|████▎ | 34/78 [00:26<00:31, 1.39it/s][A 45%|████▍ | 35/78 [00:27<00:30, 1.41it/s][A 46%|████▌ | 36/78 [00:27<00:29, 1.43it/s][A 47%|████▋ | 37/78 [00:28<00:30, 1.36it/s][A 49%|████▊ | 38/78 [00:29<00:30, 1.32it/s][A 50%|█████ | 39/78 [00:30<00:33, 1.17it/s][A 51%|█████▏ | 40/78 [00:31<00:32, 1.15it/s][A 53%|█████▎ | 41/78 [00:32<00:35, 1.04it/s][A 54%|█████▍ | 42/78 [00:33<00:33, 1.08it/s][A 55%|█████▌ | 43/78 [00:34<00:32, 1.07it/s][A 56%|█████▋ | 44/78 [00:35<00:31, 1.07it/s][A 58%|█████▊ | 45/78 [00:36<00:29, 1.11it/s][A 59%|█████▉ | 46/78 [00:37<00:33, 1.04s/it][A 60%|██████ | 47/78 [00:38<00:29, 1.06it/s][A 62%|██████▏ | 48/78 [00:39<00:26, 1.13it/s][A 63%|██████▎ | 49/78 [00:39<00:23, 1.23it/s][A 64%|██████▍ | 50/78 [00:40<00:22, 1.24it/s][A 65%|██████▌ | 51/78 [00:41<00:20, 1.33it/s][A 67%|██████▋ | 52/78 [00:41<00:19, 1.36it/s][A 68%|██████▊ | 53/78 [00:42<00:18, 1.36it/s][A 69%|██████▉ | 54/78 [00:43<00:18, 1.29it/s][A 71%|███████ | 55/78 [00:44<00:18, 1.25it/s][A 72%|███████▏ | 56/78 [00:45<00:17, 1.24it/s][A 73%|███████▎ | 57/78 [00:46<00:19, 1.05it/s][A 74%|███████▍ | 58/78 [00:47<00:18, 1.06it/s][A 76%|███████▌ | 59/78 [00:48<00:18, 1.04it/s][A 77%|███████▋ | 60/78 [00:49<00:16, 1.10it/s][A 78%|███████▊ | 61/78 [00:50<00:15, 1.13it/s][A 79%|███████▉ | 62/78 [00:50<00:14, 1.14it/s][A 81%|████████ | 63/78 [00:51<00:13, 1.15it/s][A 82%|████████▏ | 64/78 [00:52<00:12, 1.15it/s][A 83%|████████▎ | 65/78 [00:53<00:11, 1.16it/s][A 85%|████████▍ | 66/78 [00:54<00:10, 1.20it/s][A 86%|████████▌ | 67/78 [00:55<00:09, 1.19it/s][A 87%|████████▋ | 68/78 [00:55<00:08, 1.19it/s][A 88%|████████▊ | 69/78 [00:56<00:07, 1.21it/s][A 90%|████████▉ | 70/78 [00:57<00:06, 1.16it/s][A 91%|█████████ | 71/78 [00:58<00:05, 1.21it/s][A 92%|█████████▏| 72/78 [00:59<00:04, 1.23it/s][A 94%|█████████▎| 73/78 [01:00<00:04, 1.20it/s][A 95%|█████████▍| 74/78 [01:00<00:03, 1.20it/s][A 96%|█████████▌| 75/78 [01:01<00:02, 1.20it/s][A 97%|█████████▋| 76/78 [01:02<00:01, 1.20it/s][A 99%|█████████▊| 77/78 [01:03<00:00, 1.23it/s][A 100%|██████████| 78/78 [01:03<00:00, 1.54it/s][A [A 80%|████████ | 16000/20000 [19:12:54<4:49:08, 4.34s/it] 100%|██████████| 78/78 [01:05<00:00, 1.54it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-16000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-16000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-16000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-16000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-15500] due to args.save_total_limit 80%|████████ | 16001/20000 [19:13:10<30:43:25, 27.66s/it] 80%|████████ | 16002/20000 [19:13:14<22:40:57, 20.42s/it] 80%|████████ | 16003/20000 [19:13:17<17:00:18, 15.32s/it] 80%|████████ | 16004/20000 [19:13:21<13:00:07, 11.71s/it] 80%|████████ | 16005/20000 [19:13:24<10:07:41, 9.13s/it] 80%|████████ | 16006/20000 [19:13:27<8:04:23, 7.28s/it] 80%|████████ | 16007/20000 [19:13:30<6:33:47, 5.92s/it] 80%|████████ | 16008/20000 [19:13:32<5:24:19, 4.87s/it] 80%|████████ | 16009/20000 [19:13:34<4:23:40, 3.96s/it] 80%|████████ | 16010/20000 [19:13:43<5:58:08, 5.39s/it] 80%|████████ | 16011/20000 [19:13:49<6:11:59, 5.60s/it] 80%|████████ | 16012/20000 [19:13:54<6:05:05, 5.49s/it] 80%|████████ | 16013/20000 [19:13:59<5:53:49, 5.32s/it] 80%|████████ | 16014/20000 [19:14:03<5:39:36, 5.11s/it] 80%|████████ | 16015/20000 [19:14:08<5:24:19, 4.88s/it] 80%|████████ | 16016/20000 [19:14:12<5:09:32, 4.66s/it] 80%|████████ | 16017/20000 [19:14:16<4:55:35, 4.45s/it] 80%|████████ | 16018/20000 [19:14:20<4:43:28, 4.27s/it] 80%|████████ | 16019/20000 [19:14:24<4:34:09, 4.13s/it] 80%|████████ | 16020/20000 [19:14:27<4:23:10, 3.97s/it] 80%|████████ | 16021/20000 [19:14:31<4:13:12, 3.82s/it] 80%|████████ | 16022/20000 [19:14:34<4:03:54, 3.68s/it] 80%|████████ | 16023/20000 [19:14:37<3:53:53, 3.53s/it] 80%|████████ | 16024/20000 [19:14:40<3:42:10, 3.35s/it] 80%|████████ | 16025/20000 [19:14:43<3:33:04, 3.22s/it] 80%|████████ | 16026/20000 [19:14:46<3:22:25, 3.06s/it] 80%|████████ | 16027/20000 [19:14:48<3:09:12, 2.86s/it] 80%|████████ | 16028/20000 [19:14:50<2:47:51, 2.54s/it] 80%|████████ | 16029/20000 [19:14:58<4:47:35, 4.35s/it] 80%|████████ | 16030/20000 [19:15:05<5:26:52, 4.94s/it] 80%|████████ | 16031/20000 [19:15:10<5:37:33, 5.10s/it] 80%|████████ | 16032/20000 [19:15:15<5:36:08, 5.08s/it] 80%|████████ | 16033/20000 [19:15:20<5:29:53, 4.99s/it] 80%|████████ | 16034/20000 [19:15:25<5:20:20, 4.85s/it] 80%|████████ | 16035/20000 [19:15:29<5:08:38, 4.67s/it] 80%|████████ | 16036/20000 [19:15:33<4:58:06, 4.51s/it] 80%|████████ | 16037/20000 [19:15:37<4:47:17, 4.35s/it] 80%|████████ | 16038/20000 [19:15:41<4:36:35, 4.19s/it] 80%|████████ | 16039/20000 [19:15:44<4:26:55, 4.04s/it] 80%|████████ | 16040/20000 [19:15:48<4:17:12, 3.90s/it] 80%|████████ | 16041/20000 [19:15:51<4:07:44, 3.75s/it] 80%|████████ | 16042/20000 [19:15:55<3:59:27, 3.63s/it] 80%|████████ | 16043/20000 [19:15:58<3:50:18, 3.49s/it] 80%|████████ | 16044/20000 [19:16:01<3:40:37, 3.35s/it] 80%|████████ | 16045/20000 [19:16:04<3:30:00, 3.19s/it] 80%|████████ | 16046/20000 [19:16:06<3:15:35, 2.97s/it] 80%|████████ | 16047/20000 [19:16:08<2:52:52, 2.62s/it] 80%|████████ | 16048/20000 [19:16:17<4:53:26, 4.46s/it] 80%|████████ | 16049/20000 [19:16:23<5:27:49, 4.98s/it] 80%|████████ | 16050/20000 [19:16:29<5:39:58, 5.16s/it] 80%|████████ | 16051/20000 [19:16:34<5:39:18, 5.16s/it] 80%|████████ | 16052/20000 [19:16:38<5:31:48, 5.04s/it] 80%|████████ | 16053/20000 [19:16:43<5:22:51, 4.91s/it] 80%|████████ | 16054/20000 [19:16:47<5:12:33, 4.75s/it] 80%|████████ | 16055/20000 [19:16:52<5:01:48, 4.59s/it] 80%|████████ | 16056/20000 [19:16:56<4:51:40, 4.44s/it] 80%|████████ | 16057/20000 [19:17:00<4:42:03, 4.29s/it] 80%|████████ | 16058/20000 [19:17:03<4:31:12, 4.13s/it] 80%|████████ | 16059/20000 [19:17:07<4:21:06, 3.98s/it] 80%|████████ | 16060/20000 [19:17:10<4:11:11, 3.83s/it] 80%|████████ | 16061/20000 [19:17:14<4:01:22, 3.68s/it] 80%|████████ | 16062/20000 [19:17:17<3:47:09, 3.46s/it] 80%|████████ | 16063/20000 [19:17:20<3:37:31, 3.32s/it] 80%|████████ | 16064/20000 [19:17:22<3:25:19, 3.13s/it] 80%|████████ | 16065/20000 [19:17:25<3:10:35, 2.91s/it] 80%|████████ | 16066/20000 [19:17:27<2:48:51, 2.58s/it] 80%|████████ | 16067/20000 [19:17:32<3:41:35, 3.38s/it] 80%|████████ | 16068/20000 [19:17:35<3:30:23, 3.21s/it] 80%|████████ | 16069/20000 [19:17:44<5:38:17, 5.16s/it] 80%|████████ | 16070/20000 [19:17:51<5:56:17, 5.44s/it] 80%|████████ | 16071/20000 [19:17:56<5:54:09, 5.41s/it] 80%|████████ | 16072/20000 [19:18:01<5:45:01, 5.27s/it] 80%|████████ | 16073/20000 [19:18:06<5:33:53, 5.10s/it] 80%|████████ | 16074/20000 [19:18:10<5:21:17, 4.91s/it] 80%|████████ | 16075/20000 [19:18:14<5:08:57, 4.72s/it] 80%|████████ | 16076/20000 [19:18:18<4:54:18, 4.50s/it] 80%|████████ | 16077/20000 [19:18:22<4:41:23, 4.30s/it] 80%|████████ | 16078/20000 [19:18:26<4:29:27, 4.12s/it] 80%|████████ | 16079/20000 [19:18:29<4:20:35, 3.99s/it] 80%|████████ | 16080/20000 [19:18:33<4:08:51, 3.81s/it] 80%|████████ | 16081/20000 [19:18:36<3:58:35, 3.65s/it] 80%|████████ | 16082/20000 [19:18:39<3:51:06, 3.54s/it] 80%|████████ | 16083/20000 [19:18:42<3:41:24, 3.39s/it] 80%|████████ | 16084/20000 [19:18:45<3:31:50, 3.25s/it] 80%|████████ | 16085/20000 [19:18:48<3:19:26, 3.06s/it] 80%|████████ | 16086/20000 [19:18:50<3:07:45, 2.88s/it] 80%|████████ | 16087/20000 [19:18:52<2:47:09, 2.56s/it] 80%|████████ | 16088/20000 [19:19:00<4:35:39, 4.23s/it] 80%|████████ | 16089/20000 [19:19:06<5:12:03, 4.79s/it] 80%|████████ | 16090/20000 [19:19:12<5:22:38, 4.95s/it] 80%|████████ | 16091/20000 [19:19:17<5:22:34, 4.95s/it] 80%|████████ | 16092/20000 [19:19:21<5:15:30, 4.84s/it] 80%|████████ | 16093/20000 [19:19:26<5:06:03, 4.70s/it] 80%|████████ | 16094/20000 [19:19:30<4:54:15, 4.52s/it] 80%|████████ | 16095/20000 [19:19:34<4:44:23, 4.37s/it] 80%|████████ | 16096/20000 [19:19:38<4:34:36, 4.22s/it] 80%|████████ | 16097/20000 [19:19:41<4:24:35, 4.07s/it] 80%|████████ | 16098/20000 [19:19:45<4:15:01, 3.92s/it] 80%|████████ | 16099/20000 [19:19:48<4:04:09, 3.76s/it] 80%|████████ | 16100/20000 [19:19:52<3:56:04, 3.63s/it] 81%|████████ | 16101/20000 [19:19:55<3:46:18, 3.48s/it] 81%|████████ | 16102/20000 [19:19:58<3:36:12, 3.33s/it] 81%|████████ | 16103/20000 [19:20:01<3:27:07, 3.19s/it] 81%|████████ | 16104/20000 [19:20:03<3:17:25, 3.04s/it] 81%|████████ | 16105/20000 [19:20:06<3:04:32, 2.84s/it] 81%|████████ | 16106/20000 [19:20:08<2:45:17, 2.55s/it] 81%|████████ | 16107/20000 [19:20:15<4:21:18, 4.03s/it] 81%|████████ | 16108/20000 [19:20:21<5:00:16, 4.63s/it] 81%|████████ | 16109/20000 [19:20:26<5:12:47, 4.82s/it] 81%|████████ | 16110/20000 [19:20:31<5:13:50, 4.84s/it] 81%|████████ | 16111/20000 [19:20:36<5:08:52, 4.77s/it] 81%|████████ | 16112/20000 [19:20:40<5:01:21, 4.65s/it] 81%|████████ | 16113/20000 [19:20:44<4:51:06, 4.49s/it] 81%|████████ | 16114/20000 [19:20:48<4:41:16, 4.34s/it] 81%|████████ | 16115/20000 [19:20:52<4:31:05, 4.19s/it] 81%|████████ | 16116/20000 [19:20:56<4:21:38, 4.04s/it] 81%|████████ | 16117/20000 [19:20:59<4:11:39, 3.89s/it] 81%|████████ | 16118/20000 [19:21:03<4:02:36, 3.75s/it] 81%|████████ | 16119/20000 [19:21:06<3:52:25, 3.59s/it] 81%|████████ | 16120/20000 [19:21:09<3:44:43, 3.48s/it] 81%|████████ | 16121/20000 [19:21:12<3:36:08, 3.34s/it] 81%|████████ | 16122/20000 [19:21:15<3:26:18, 3.19s/it] 81%|████████ | 16123/20000 [19:21:18<3:14:40, 3.01s/it] 81%|████████ | 16124/20000 [19:21:20<3:01:14, 2.81s/it] 81%|████████ | 16125/20000 [19:21:22<2:39:05, 2.46s/it] 81%|████████ | 16126/20000 [19:21:30<4:32:10, 4.22s/it] 81%|████████ | 16127/20000 [19:21:36<5:04:32, 4.72s/it] 81%|████████ | 16128/20000 [19:21:41<5:15:29, 4.89s/it] 81%|████████ | 16129/20000 [19:21:46<5:15:14, 4.89s/it] 81%|████████ | 16130/20000 [19:21:51<5:09:27, 4.80s/it] 81%|████████ | 16131/20000 [19:21:55<5:01:24, 4.67s/it] 81%|████████ | 16132/20000 [19:21:59<4:51:19, 4.52s/it] 81%|████████ | 16133/20000 [19:22:03<4:40:52, 4.36s/it] 81%|████████ | 16134/20000 [19:22:07<4:31:48, 4.22s/it] 81%|████████ | 16135/20000 [19:22:11<4:22:04, 4.07s/it] 81%|████████ | 16136/20000 [19:22:14<4:12:10, 3.92s/it] 81%|████████ | 16137/20000 [19:22:18<4:01:07, 3.75s/it] 81%|████████ | 16138/20000 [19:22:21<3:52:18, 3.61s/it] 81%|████████ | 16139/20000 [19:22:24<3:45:39, 3.51s/it] 81%|████████ | 16140/20000 [19:22:27<3:36:59, 3.37s/it] 81%|████████ | 16141/20000 [19:22:30<3:28:55, 3.25s/it] 81%|████████ | 16142/20000 [19:22:33<3:17:40, 3.07s/it] 81%|████████ | 16143/20000 [19:22:35<3:05:18, 2.88s/it] 81%|████████ | 16144/20000 [19:22:37<2:44:20, 2.56s/it] 81%|████████ | 16145/20000 [19:22:43<3:37:23, 3.38s/it] 81%|████████ | 16146/20000 [19:22:45<3:24:34, 3.18s/it] 81%|████████ | 16147/20000 [19:22:55<5:26:48, 5.09s/it] 81%|████████ | 16148/20000 [19:23:01<5:48:09, 5.42s/it] 81%|████████ | 16149/20000 [19:23:06<5:47:43, 5.42s/it] 81%|████████ | 16150/20000 [19:23:11<5:40:49, 5.31s/it] 81%|████████ | 16151/20000 [19:23:16<5:28:49, 5.13s/it] 81%|████████ | 16152/20000 [19:23:21<5:15:56, 4.93s/it] 81%|████████ | 16153/20000 [19:23:25<5:02:03, 4.71s/it] 81%|████████ | 16154/20000 [19:23:29<4:48:15, 4.50s/it] 81%|████████ | 16155/20000 [19:23:33<4:36:02, 4.31s/it] 81%|████████ | 16156/20000 [19:23:36<4:24:56, 4.14s/it] 81%|████████ | 16157/20000 [19:23:40<4:13:49, 3.96s/it] 81%|████████ | 16158/20000 [19:23:43<4:04:16, 3.81s/it] 81%|████████ | 16159/20000 [19:23:47<3:54:01, 3.66s/it] 81%|████████ | 16160/20000 [19:23:50<3:46:39, 3.54s/it] 81%|████████ | 16161/20000 [19:23:53<3:36:02, 3.38s/it] 81%|████████ | 16162/20000 [19:23:56<3:25:02, 3.21s/it] 81%|████████ | 16163/20000 [19:23:59<3:16:11, 3.07s/it] 81%|████████ | 16164/20000 [19:24:01<3:03:38, 2.87s/it] 81%|████████ | 16165/20000 [19:24:03<2:42:13, 2.54s/it] 81%|████████ | 16166/20000 [19:24:11<4:36:59, 4.33s/it] 81%|████████ | 16167/20000 [19:24:17<5:11:03, 4.87s/it] 81%|████████ | 16168/20000 [19:24:23<5:31:18, 5.19s/it] 81%|████████ | 16169/20000 [19:24:29<5:32:08, 5.20s/it] 81%|████████ | 16170/20000 [19:24:33<5:26:36, 5.12s/it] 81%|████████ | 16171/20000 [19:24:38<5:17:36, 4.98s/it] 81%|████████ | 16172/20000 [19:24:43<5:07:39, 4.82s/it] 81%|████████ | 16173/20000 [19:24:47<4:54:23, 4.62s/it] 81%|████████ | 16174/20000 [19:24:51<4:40:27, 4.40s/it] 81%|████████ | 16175/20000 [19:24:54<4:27:14, 4.19s/it] 81%|████████ | 16176/20000 [19:24:58<4:15:06, 4.00s/it] 81%|████████ | 16177/20000 [19:25:01<4:04:46, 3.84s/it] 81%|████████ | 16178/20000 [19:25:05<3:53:57, 3.67s/it] 81%|████████ | 16179/20000 [19:25:08<3:44:42, 3.53s/it] 81%|████████ | 16180/20000 [19:25:11<3:34:09, 3.36s/it] 81%|████████ | 16181/20000 [19:25:14<3:24:27, 3.21s/it] 81%|████████ | 16182/20000 [19:25:16<3:15:11, 3.07s/it] 81%|████████ | 16183/20000 [19:25:19<3:02:36, 2.87s/it] 81%|████████ | 16184/20000 [19:25:21<2:42:32, 2.56s/it] 81%|████████ | 16185/20000 [19:25:28<4:23:26, 4.14s/it] 81%|████████ | 16186/20000 [19:25:34<4:57:27, 4.68s/it] 81%|████████ | 16187/20000 [19:25:40<5:08:26, 4.85s/it] 81%|████████ | 16188/20000 [19:25:45<5:09:03, 4.86s/it] 81%|████████ | 16189/20000 [19:25:49<5:03:39, 4.78s/it] 81%|████████ | 16190/20000 [19:25:53<4:55:29, 4.65s/it] 81%|████████ | 16191/20000 [19:25:58<4:44:28, 4.48s/it] 81%|████████ | 16192/20000 [19:26:02<4:34:42, 4.33s/it] 81%|████████ | 16193/20000 [19:26:05<4:25:04, 4.18s/it] 81%|████████ | 16194/20000 [19:26:09<4:15:00, 4.02s/it] 81%|████████ | 16195/20000 [19:26:13<4:05:34, 3.87s/it] 81%|████████ | 16196/20000 [19:26:16<3:55:52, 3.72s/it] 81%|████████ | 16197/20000 [19:26:19<3:48:34, 3.61s/it] 81%|████████ | 16198/20000 [19:26:22<3:40:10, 3.47s/it] 81%|████████ | 16199/20000 [19:26:25<3:29:44, 3.31s/it] 81%|████████ | 16200/20000 [19:26:28<3:19:34, 3.15s/it] 81%|████████ | 16201/20000 [19:26:31<3:10:28, 3.01s/it] 81%|████████ | 16202/20000 [19:26:33<2:57:39, 2.81s/it] 81%|████████ | 16203/20000 [19:26:35<2:38:06, 2.50s/it] 81%|████████ | 16204/20000 [19:26:44<4:35:44, 4.36s/it] 81%|████████ | 16205/20000 [19:26:50<5:09:37, 4.90s/it] 81%|████████ | 16206/20000 [19:26:56<5:26:18, 5.16s/it] 81%|████████ | 16207/20000 [19:27:01<5:23:49, 5.12s/it] 81%|████████ | 16208/20000 [19:27:05<5:13:32, 4.96s/it] 81%|████████ | 16209/20000 [19:27:10<5:02:47, 4.79s/it] 81%|████████ | 16210/20000 [19:27:14<4:49:54, 4.59s/it] 81%|████████ | 16211/20000 [19:27:18<4:37:46, 4.40s/it] 81%|████████ | 16212/20000 [19:27:21<4:27:20, 4.23s/it] 81%|████████ | 16213/20000 [19:27:25<4:17:02, 4.07s/it] 81%|████████ | 16214/20000 [19:27:29<4:05:18, 3.89s/it] 81%|████████ | 16215/20000 [19:27:32<3:56:39, 3.75s/it] 81%|████████ | 16216/20000 [19:27:35<3:47:40, 3.61s/it] 81%|████████ | 16217/20000 [19:27:38<3:39:15, 3.48s/it] 81%|████████ | 16218/20000 [19:27:41<3:30:10, 3.33s/it] 81%|████████ | 16219/20000 [19:27:44<3:22:15, 3.21s/it] 81%|████████ | 16220/20000 [19:27:47<3:12:30, 3.06s/it] 81%|████████ | 16221/20000 [19:27:49<2:59:39, 2.85s/it] 81%|████████ | 16222/20000 [19:27:51<2:39:09, 2.53s/it] 81%|████████ | 16223/20000 [19:27:57<3:37:51, 3.46s/it] 81%|████████ | 16224/20000 [19:28:00<3:23:42, 3.24s/it] 81%|████████ | 16225/20000 [19:28:09<5:28:24, 5.22s/it] 81%|████████ | 16226/20000 [19:28:16<5:47:39, 5.53s/it] 81%|████████ | 16227/20000 [19:28:21<5:45:50, 5.50s/it] 81%|████████ | 16228/20000 [19:28:26<5:34:21, 5.32s/it] 81%|████████ | 16229/20000 [19:28:31<5:21:27, 5.11s/it] 81%|████████ | 16230/20000 [19:28:35<5:08:11, 4.90s/it] 81%|████████ | 16231/20000 [19:28:39<4:54:07, 4.68s/it] 81%|████████ | 16232/20000 [19:28:43<4:41:06, 4.48s/it] 81%|████████ | 16233/20000 [19:28:47<4:33:11, 4.35s/it] 81%|████████ | 16234/20000 [19:28:51<4:20:45, 4.15s/it] 81%|████████ | 16235/20000 [19:28:55<4:09:35, 3.98s/it] 81%|████████ | 16236/20000 [19:28:58<3:58:06, 3.80s/it] 81%|████████ | 16237/20000 [19:29:01<3:47:42, 3.63s/it] 81%|████████ | 16238/20000 [19:29:04<3:37:32, 3.47s/it] 81%|████████ | 16239/20000 [19:29:07<3:27:05, 3.30s/it] 81%|████████ | 16240/20000 [19:29:10<3:17:28, 3.15s/it] 81%|████████ | 16241/20000 [19:29:13<3:07:18, 2.99s/it] 81%|████████ | 16242/20000 [19:29:15<2:54:34, 2.79s/it] 81%|████████ | 16243/20000 [19:29:17<2:35:10, 2.48s/it] 81%|████████ | 16244/20000 [19:29:25<4:17:01, 4.11s/it] 81%|████████ | 16245/20000 [19:29:31<4:52:22, 4.67s/it] 81%|████████ | 16246/20000 [19:29:36<5:03:40, 4.85s/it] 81%|████████ | 16247/20000 [19:29:41<5:03:40, 4.85s/it] 81%|████████ | 16248/20000 [19:29:45<4:58:09, 4.77s/it] 81%|████████ | 16249/20000 [19:29:50<4:51:42, 4.67s/it] 81%|████████▏ | 16250/20000 [19:29:54<4:42:00, 4.51s/it] 81%|████████▏ | 16251/20000 [19:29:58<4:31:52, 4.35s/it] 81%|████████▏ | 16252/20000 [19:30:02<4:21:52, 4.19s/it] 81%|████████▏ | 16253/20000 [19:30:05<4:12:06, 4.04s/it] 81%|████████▏ | 16254/20000 [19:30:09<4:03:02, 3.89s/it] 81%|████████▏ | 16255/20000 [19:30:12<3:53:39, 3.74s/it] 81%|████████▏ | 16256/20000 [19:30:16<3:45:38, 3.62s/it] 81%|████████▏ | 16257/20000 [19:30:19<3:36:38, 3.47s/it] 81%|████████▏ | 16258/20000 [19:30:22<3:27:12, 3.32s/it] 81%|████████▏ | 16259/20000 [19:30:24<3:17:30, 3.17s/it] 81%|████████▏ | 16260/20000 [19:30:27<3:08:08, 3.02s/it] 81%|████████▏ | 16261/20000 [19:30:30<2:56:07, 2.83s/it] 81%|████████▏ | 16262/20000 [19:30:31<2:35:51, 2.50s/it] 81%|████████▏ | 16263/20000 [19:30:39<4:13:48, 4.08s/it] 81%|████████▏ | 16264/20000 [19:30:45<4:46:18, 4.60s/it] 81%|████████▏ | 16265/20000 [19:30:50<4:58:31, 4.80s/it] 81%|████████▏ | 16266/20000 [19:30:55<5:00:59, 4.84s/it] 81%|████████▏ | 16267/20000 [19:31:00<4:59:57, 4.82s/it] 81%|████████▏ | 16268/20000 [19:31:04<4:55:14, 4.75s/it] 81%|████████▏ | 16269/20000 [19:31:09<4:47:37, 4.63s/it] 81%|████████▏ | 16270/20000 [19:31:13<4:39:20, 4.49s/it] 81%|████████▏ | 16271/20000 [19:31:17<4:30:11, 4.35s/it] 81%|████████▏ | 16272/20000 [19:31:21<4:20:49, 4.20s/it] 81%|████████▏ | 16273/20000 [19:31:24<4:11:16, 4.05s/it] 81%|████████▏ | 16274/20000 [19:31:28<4:02:20, 3.90s/it] 81%|████████▏ | 16275/20000 [19:31:31<3:53:13, 3.76s/it] 81%|████████▏ | 16276/20000 [19:31:35<3:44:36, 3.62s/it] 81%|████████▏ | 16277/20000 [19:31:38<3:34:53, 3.46s/it] 81%|████████▏ | 16278/20000 [19:31:41<3:25:15, 3.31s/it] 81%|████████▏ | 16279/20000 [19:31:44<3:14:45, 3.14s/it] 81%|████████▏ | 16280/20000 [19:31:46<3:01:50, 2.93s/it] 81%|████████▏ | 16281/20000 [19:31:48<2:42:08, 2.62s/it] 81%|████████▏ | 16282/20000 [19:31:56<4:29:40, 4.35s/it] 81%|████████▏ | 16283/20000 [19:32:02<4:57:16, 4.80s/it] 81%|████████▏ | 16284/20000 [19:32:07<5:03:04, 4.89s/it] 81%|████████▏ | 16285/20000 [19:32:12<4:59:57, 4.84s/it] 81%|████████▏ | 16286/20000 [19:32:16<4:52:43, 4.73s/it] 81%|████████▏ | 16287/20000 [19:32:21<4:42:46, 4.57s/it] 81%|████████▏ | 16288/20000 [19:32:25<4:31:12, 4.38s/it] 81%|████████▏ | 16289/20000 [19:32:28<4:21:44, 4.23s/it] 81%|████████▏ | 16290/20000 [19:32:32<4:13:01, 4.09s/it] 81%|████████▏ | 16291/20000 [19:32:36<4:03:49, 3.94s/it] 81%|████████▏ | 16292/20000 [19:32:39<3:53:23, 3.78s/it] 81%|████████▏ | 16293/20000 [19:32:43<3:44:51, 3.64s/it] 81%|████████▏ | 16294/20000 [19:32:46<3:36:35, 3.51s/it] 81%|████████▏ | 16295/20000 [19:32:49<3:29:40, 3.40s/it] 81%|████████▏ | 16296/20000 [19:32:52<3:21:05, 3.26s/it] 81%|████████▏ | 16297/20000 [19:32:55<3:12:13, 3.11s/it] 81%|████████▏ | 16298/20000 [19:32:57<3:02:43, 2.96s/it] 81%|████████▏ | 16299/20000 [19:33:00<2:51:23, 2.78s/it] 82%|████████▏ | 16300/20000 [19:33:01<2:32:29, 2.47s/it] 82%|████████▏ | 16301/20000 [19:33:06<3:18:32, 3.22s/it] 82%|████████▏ | 16302/20000 [19:33:09<3:09:00, 3.07s/it] 82%|████████▏ | 16303/20000 [19:33:18<5:01:51, 4.90s/it] 82%|████████▏ | 16304/20000 [19:33:24<5:21:07, 5.21s/it] 82%|████████▏ | 16305/20000 [19:33:29<5:18:59, 5.18s/it] 82%|████████▏ | 16306/20000 [19:33:34<5:10:54, 5.05s/it] 82%|████████▏ | 16307/20000 [19:33:38<5:00:55, 4.89s/it] 82%|████████▏ | 16308/20000 [19:33:43<4:49:20, 4.70s/it] 82%|████████▏ | 16309/20000 [19:33:47<4:36:16, 4.49s/it] 82%|████████▏ | 16310/20000 [19:33:51<4:25:29, 4.32s/it] 82%|████████▏ | 16311/20000 [19:33:54<4:14:46, 4.14s/it] 82%|████████▏ | 16312/20000 [19:33:58<4:04:43, 3.98s/it] 82%|████████▏ | 16313/20000 [19:34:01<3:54:36, 3.82s/it] 82%|████████▏ | 16314/20000 [19:34:05<3:44:53, 3.66s/it] 82%|████████▏ | 16315/20000 [19:34:08<3:36:23, 3.52s/it] 82%|████████▏ | 16316/20000 [19:34:11<3:27:49, 3.38s/it] 82%|████████▏ | 16317/20000 [19:34:14<3:18:31, 3.23s/it] 82%|████████▏ | 16318/20000 [19:34:17<3:09:59, 3.10s/it] 82%|████████▏ | 16319/20000 [19:34:19<3:00:42, 2.95s/it] 82%|████████▏ | 16320/20000 [19:34:22<2:49:34, 2.76s/it] 82%|████████▏ | 16321/20000 [19:34:23<2:31:40, 2.47s/it] 82%|████████▏ | 16322/20000 [19:34:31<4:06:29, 4.02s/it] 82%|████████▏ | 16323/20000 [19:34:37<4:38:51, 4.55s/it] 82%|████████▏ | 16324/20000 [19:34:42<4:49:35, 4.73s/it] 82%|████████▏ | 16325/20000 [19:34:47<4:49:13, 4.72s/it] 82%|████████▏ | 16326/20000 [19:34:51<4:44:09, 4.64s/it] 82%|████████▏ | 16327/20000 [19:34:55<4:37:30, 4.53s/it] 82%|████████▏ | 16328/20000 [19:34:59<4:27:48, 4.38s/it] 82%|████████▏ | 16329/20000 [19:35:03<4:18:34, 4.23s/it] 82%|████████▏ | 16330/20000 [19:35:07<4:09:51, 4.08s/it] 82%|████████▏ | 16331/20000 [19:35:11<4:00:23, 3.93s/it] 82%|████████▏ | 16332/20000 [19:35:14<3:51:10, 3.78s/it] 82%|████████▏ | 16333/20000 [19:35:17<3:42:30, 3.64s/it] 82%|████████▏ | 16334/20000 [19:35:21<3:34:30, 3.51s/it] 82%|████████▏ | 16335/20000 [19:35:24<3:26:14, 3.38s/it] 82%|████████▏ | 16336/20000 [19:35:26<3:17:13, 3.23s/it] 82%|████████▏ | 16337/20000 [19:35:29<3:08:27, 3.09s/it] 82%|████████▏ | 16338/20000 [19:35:32<2:58:26, 2.92s/it] 82%|████████▏ | 16339/20000 [19:35:34<2:46:30, 2.73s/it] 82%|████████▏ | 16340/20000 [19:35:36<2:26:41, 2.40s/it] 82%|████████▏ | 16341/20000 [19:35:44<4:11:23, 4.12s/it] 82%|████████▏ | 16342/20000 [19:35:50<4:43:01, 4.64s/it] 82%|████████▏ | 16343/20000 [19:35:55<4:53:12, 4.81s/it] 82%|████████▏ | 16344/20000 [19:36:00<4:52:12, 4.80s/it] 82%|████████▏ | 16345/20000 [19:36:04<4:46:34, 4.70s/it] 82%|████████▏ | 16346/20000 [19:36:08<4:39:02, 4.58s/it] 82%|████████▏ | 16347/20000 [19:36:12<4:28:46, 4.41s/it] 82%|████████▏ | 16348/20000 [19:36:16<4:19:28, 4.26s/it] 82%|████████▏ | 16349/20000 [19:36:20<4:11:00, 4.12s/it] 82%|████████▏ | 16350/20000 [19:36:24<4:01:33, 3.97s/it] 82%|████████▏ | 16351/20000 [19:36:27<3:51:42, 3.81s/it] 82%|████████▏ | 16352/20000 [19:36:31<3:42:58, 3.67s/it] 82%|████████▏ | 16353/20000 [19:36:34<3:34:35, 3.53s/it] 82%|████████▏ | 16354/20000 [19:36:37<3:27:14, 3.41s/it] 82%|████████▏ | 16355/20000 [19:36:40<3:19:06, 3.28s/it] 82%|████████▏ | 16356/20000 [19:36:43<3:11:40, 3.16s/it] 82%|████████▏ | 16357/20000 [19:36:45<3:03:24, 3.02s/it] 82%|████████▏ | 16358/20000 [19:36:48<2:52:08, 2.84s/it] 82%|████████▏ | 16359/20000 [19:36:50<2:34:09, 2.54s/it] 82%|████████▏ | 16360/20000 [19:36:58<4:28:14, 4.42s/it] 82%|████████▏ | 16361/20000 [19:37:05<4:59:40, 4.94s/it] 82%|████████▏ | 16362/20000 [19:37:10<5:08:51, 5.09s/it] 82%|████████▏ | 16363/20000 [19:37:15<5:09:59, 5.11s/it] 82%|████████▏ | 16364/20000 [19:37:20<5:06:39, 5.06s/it] 82%|████████▏ | 16365/20000 [19:37:25<5:00:48, 4.97s/it] 82%|████████▏ | 16366/20000 [19:37:29<4:51:11, 4.81s/it] 82%|████████▏ | 16367/20000 [19:37:34<4:41:10, 4.64s/it] 82%|████████▏ | 16368/20000 [19:37:38<4:29:34, 4.45s/it] 82%|████████▏ | 16369/20000 [19:37:42<4:23:07, 4.35s/it] 82%|████████▏ | 16370/20000 [19:37:46<4:13:17, 4.19s/it] 82%|████████▏ | 16371/20000 [19:37:49<4:02:39, 4.01s/it] 82%|████████▏ | 16372/20000 [19:37:53<3:53:54, 3.87s/it] 82%|████████▏ | 16373/20000 [19:37:56<3:45:38, 3.73s/it] 82%|████████▏ | 16374/20000 [19:37:59<3:35:33, 3.57s/it] 82%|████████▏ | 16375/20000 [19:38:02<3:25:05, 3.39s/it] 82%|████████▏ | 16376/20000 [19:38:05<3:14:45, 3.22s/it] 82%|████████▏ | 16377/20000 [19:38:08<3:02:02, 3.01s/it] 82%|████████▏ | 16378/20000 [19:38:10<2:41:37, 2.68s/it] 82%|████████▏ | 16379/20000 [19:38:15<3:35:30, 3.57s/it] 82%|████████▏ | 16380/20000 [19:38:18<3:19:56, 3.31s/it] 82%|████████▏ | 16381/20000 [19:38:28<5:15:21, 5.23s/it] 82%|████████▏ | 16382/20000 [19:38:34<5:31:16, 5.49s/it] 82%|████████▏ | 16383/20000 [19:38:39<5:31:53, 5.51s/it] 82%|████████▏ | 16384/20000 [19:38:44<5:24:59, 5.39s/it] 82%|████████▏ | 16385/20000 [19:38:49<5:16:09, 5.25s/it] 82%|████████▏ | 16386/20000 [19:38:54<5:05:16, 5.07s/it] 82%|████████▏ | 16387/20000 [19:38:58<4:54:31, 4.89s/it] 82%|████████▏ | 16388/20000 [19:39:02<4:39:17, 4.64s/it] 82%|████████▏ | 16389/20000 [19:39:06<4:26:31, 4.43s/it] 82%|████████▏ | 16390/20000 [19:39:10<4:14:46, 4.23s/it] 82%|████████▏ | 16391/20000 [19:39:14<4:04:33, 4.07s/it] 82%|████████▏ | 16392/20000 [19:39:17<3:55:10, 3.91s/it] 82%|████████▏ | 16393/20000 [19:39:21<3:45:35, 3.75s/it] 82%|████████▏ | 16394/20000 [19:39:24<3:37:02, 3.61s/it] 82%|████████▏ | 16395/20000 [19:39:27<3:27:31, 3.45s/it] 82%|████████▏ | 16396/20000 [19:39:30<3:17:38, 3.29s/it] 82%|████████▏ | 16397/20000 [19:39:33<3:07:54, 3.13s/it] 82%|████████▏ | 16398/20000 [19:39:35<2:56:24, 2.94s/it] 82%|████████▏ | 16399/20000 [19:39:37<2:37:31, 2.62s/it] 82%|████████▏ | 16400/20000 [19:39:45<4:17:57, 4.30s/it] 82%|████████▏ | 16401/20000 [19:39:52<4:52:00, 4.87s/it] 82%|████████▏ | 16402/20000 [19:39:57<5:02:43, 5.05s/it] 82%|████████▏ | 16403/20000 [19:40:02<5:02:40, 5.05s/it] 82%|████████▏ | 16404/20000 [19:40:07<4:57:20, 4.96s/it] 82%|████████▏ | 16405/20000 [19:40:11<4:50:00, 4.84s/it] 82%|████████▏ | 16406/20000 [19:40:16<4:40:16, 4.68s/it] 82%|████████▏ | 16407/20000 [19:40:20<4:30:19, 4.51s/it] 82%|████████▏ | 16408/20000 [19:40:24<4:21:38, 4.37s/it] 82%|████████▏ | 16409/20000 [19:40:28<4:12:34, 4.22s/it] 82%|████████▏ | 16410/20000 [19:40:31<4:02:16, 4.05s/it] 82%|████████▏ | 16411/20000 [19:40:35<3:52:32, 3.89s/it] 82%|████████▏ | 16412/20000 [19:40:38<3:43:34, 3.74s/it] 82%|████████▏ | 16413/20000 [19:40:42<3:36:03, 3.61s/it] 82%|████████▏ | 16414/20000 [19:40:45<3:26:53, 3.46s/it] 82%|████████▏ | 16415/20000 [19:40:48<3:17:31, 3.31s/it] 82%|████████▏ | 16416/20000 [19:40:50<3:07:12, 3.13s/it] 82%|████████▏ | 16417/20000 [19:40:53<2:54:55, 2.93s/it] 82%|████████▏ | 16418/20000 [19:40:55<2:34:55, 2.60s/it] 82%|████████▏ | 16419/20000 [19:41:03<4:17:39, 4.32s/it] 82%|████████▏ | 16420/20000 [19:41:09<4:50:23, 4.87s/it] 82%|████████▏ | 16421/20000 [19:41:15<5:00:18, 5.03s/it] 82%|████████▏ | 16422/20000 [19:41:20<4:59:27, 5.02s/it] 82%|████████▏ | 16423/20000 [19:41:24<4:54:19, 4.94s/it] 82%|████████▏ | 16424/20000 [19:41:29<4:46:36, 4.81s/it] 82%|████████▏ | 16425/20000 [19:41:33<4:36:39, 4.64s/it] 82%|████████▏ | 16426/20000 [19:41:37<4:26:55, 4.48s/it] 82%|████████▏ | 16427/20000 [19:41:41<4:17:22, 4.32s/it] 82%|████████▏ | 16428/20000 [19:41:45<4:08:36, 4.18s/it] 82%|████████▏ | 16429/20000 [19:41:49<3:59:28, 4.02s/it] 82%|████████▏ | 16430/20000 [19:41:52<3:50:53, 3.88s/it] 82%|████████▏ | 16431/20000 [19:41:56<3:42:21, 3.74s/it] 82%|████████▏ | 16432/20000 [19:41:59<3:34:39, 3.61s/it] 82%|████████▏ | 16433/20000 [19:42:02<3:25:48, 3.46s/it] 82%|████████▏ | 16434/20000 [19:42:05<3:16:42, 3.31s/it] 82%|████████▏ | 16435/20000 [19:42:08<3:05:59, 3.13s/it] 82%|████████▏ | 16436/20000 [19:42:10<2:53:09, 2.92s/it] 82%|████████▏ | 16437/20000 [19:42:12<2:34:26, 2.60s/it] 82%|████████▏ | 16438/20000 [19:42:21<4:24:28, 4.45s/it] 82%|████████▏ | 16439/20000 [19:42:27<4:57:35, 5.01s/it] 82%|████████▏ | 16440/20000 [19:42:33<5:07:53, 5.19s/it] 82%|████████▏ | 16441/20000 [19:42:38<5:05:26, 5.15s/it] 82%|████████▏ | 16442/20000 [19:42:42<4:58:04, 5.03s/it] 82%|████████▏ | 16443/20000 [19:42:47<4:49:18, 4.88s/it] 82%|████████▏ | 16444/20000 [19:42:51<4:38:21, 4.70s/it] 82%|████████▏ | 16445/20000 [19:42:55<4:27:54, 4.52s/it] 82%|████████▏ | 16446/20000 [19:42:59<4:17:22, 4.35s/it] 82%|████████▏ | 16447/20000 [19:43:03<4:08:04, 4.19s/it] 82%|████████▏ | 16448/20000 [19:43:07<3:58:03, 4.02s/it] 82%|████████▏ | 16449/20000 [19:43:10<3:48:57, 3.87s/it] 82%|████████▏ | 16450/20000 [19:43:14<3:40:38, 3.73s/it] 82%|████████▏ | 16451/20000 [19:43:17<3:32:41, 3.60s/it] 82%|████████▏ | 16452/20000 [19:43:20<3:22:41, 3.43s/it] 82%|████████▏ | 16453/20000 [19:43:23<3:13:08, 3.27s/it] 82%|████████▏ | 16454/20000 [19:43:26<3:03:19, 3.10s/it] 82%|████████▏ | 16455/20000 [19:43:28<2:52:14, 2.92s/it] 82%|████████▏ | 16456/20000 [19:43:30<2:32:49, 2.59s/it] 82%|████████▏ | 16457/20000 [19:43:35<3:19:13, 3.37s/it] 82%|████████▏ | 16458/20000 [19:43:38<3:08:53, 3.20s/it] 82%|████████▏ | 16459/20000 [19:43:48<5:03:19, 5.14s/it] 82%|████████▏ | 16460/20000 [19:43:54<5:20:15, 5.43s/it] 82%|████████▏ | 16461/20000 [19:43:59<5:18:47, 5.40s/it] 82%|████████▏ | 16462/20000 [19:44:04<5:10:09, 5.26s/it] 82%|████████▏ | 16463/20000 [19:44:09<5:00:22, 5.10s/it] 82%|████████▏ | 16464/20000 [19:44:13<4:50:29, 4.93s/it] 82%|████████▏ | 16465/20000 [19:44:17<4:38:02, 4.72s/it] 82%|████████▏ | 16466/20000 [19:44:22<4:26:32, 4.53s/it] 82%|████████▏ | 16467/20000 [19:44:25<4:16:17, 4.35s/it] 82%|████████▏ | 16468/20000 [19:44:29<4:05:54, 4.18s/it] 82%|████████▏ | 16469/20000 [19:44:33<3:56:34, 4.02s/it] 82%|████████▏ | 16470/20000 [19:44:36<3:47:35, 3.87s/it] 82%|████████▏ | 16471/20000 [19:44:40<3:39:25, 3.73s/it] 82%|████████▏ | 16472/20000 [19:44:43<3:31:26, 3.60s/it] 82%|████████▏ | 16473/20000 [19:44:46<3:21:28, 3.43s/it] 82%|████████▏ | 16474/20000 [19:44:49<3:12:22, 3.27s/it] 82%|████████▏ | 16475/20000 [19:44:52<3:02:50, 3.11s/it] 82%|████████▏ | 16476/20000 [19:44:54<2:51:13, 2.92s/it] 82%|████████▏ | 16477/20000 [19:44:56<2:33:40, 2.62s/it] 82%|████████▏ | 16478/20000 [19:45:05<4:16:33, 4.37s/it] 82%|████████▏ | 16479/20000 [19:45:11<4:47:57, 4.91s/it] 82%|████████▏ | 16480/20000 [19:45:16<4:58:38, 5.09s/it] 82%|████████▏ | 16481/20000 [19:45:21<4:58:36, 5.09s/it] 82%|████████▏ | 16482/20000 [19:45:26<4:53:38, 5.01s/it] 82%|████████▏ | 16483/20000 [19:45:31<4:46:59, 4.90s/it] 82%|████████▏ | 16484/20000 [19:45:35<4:36:27, 4.72s/it] 82%|████████▏ | 16485/20000 [19:45:39<4:25:51, 4.54s/it] 82%|████████▏ | 16486/20000 [19:45:43<4:16:25, 4.38s/it] 82%|████████▏ | 16487/20000 [19:45:47<4:06:16, 4.21s/it] 82%|████████▏ | 16488/20000 [19:45:51<3:55:59, 4.03s/it] 82%|████████▏ | 16489/20000 [19:45:54<3:46:51, 3.88s/it] 82%|████████▏ | 16490/20000 [19:45:58<3:38:36, 3.74s/it] 82%|████████▏ | 16491/20000 [19:46:01<3:30:23, 3.60s/it] 82%|████████▏ | 16492/20000 [19:46:04<3:20:56, 3.44s/it] 82%|████████▏ | 16493/20000 [19:46:07<3:11:36, 3.28s/it] 82%|████████▏ | 16494/20000 [19:46:10<3:01:15, 3.10s/it] 82%|████████▏ | 16495/20000 [19:46:12<2:49:24, 2.90s/it] 82%|████████▏ | 16496/20000 [19:46:14<2:30:25, 2.58s/it] 82%|████████▏ | 16497/20000 [19:46:22<4:07:10, 4.23s/it] 82%|████████▏ | 16498/20000 [19:46:28<4:38:03, 4.76s/it] 82%|████████▏ | 16499/20000 [19:46:33<4:50:03, 4.97s/it] 82%|████████▎ | 16500/20000 [19:46:38<4:49:03, 4.96s/it] 82%|████████▎ | 16500/20000 [19:46:38<4:49:03, 4.96s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.10191462188959122, 'eval_wer': 0.07120070890562694, 'eval_runtime': 65.8946, 'eval_samples_per_second': 28.181, 'eval_steps_per_second': 1.184, 'epoch': 205.13} {'loss': 0.0024, 'learning_rate': 8.987179487179488e-05, 'epoch': 211.54} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:25, 2.98it/s][A 4%|▍ | 3/78 [00:01<00:34, 2.14it/s][A 5%|▌ | 4/78 [00:01<00:39, 1.86it/s][A 6%|▋ | 5/78 [00:02<00:43, 1.67it/s][A 8%|▊ | 6/78 [00:03<00:49, 1.45it/s][A 9%|▉ | 7/78 [00:04<00:54, 1.30it/s][A 10%|█ | 8/78 [00:05<00:58, 1.19it/s][A 12%|█▏ | 9/78 [00:06<01:00, 1.14it/s][A 13%|█▎ | 10/78 [00:07<00:58, 1.15it/s][A 14%|█▍ | 11/78 [00:08<00:56, 1.19it/s][A 15%|█▌ | 12/78 [00:08<00:53, 1.24it/s][A 17%|█▋ | 13/78 [00:09<00:49, 1.31it/s][A 18%|█▊ | 14/78 [00:10<00:50, 1.27it/s][A 19%|█▉ | 15/78 [00:11<00:51, 1.22it/s][A 21%|██ | 16/78 [00:12<00:52, 1.17it/s][A 22%|██▏ | 17/78 [00:13<00:52, 1.17it/s][A 23%|██▎ | 18/78 [00:14<00:55, 1.09it/s][A 24%|██▍ | 19/78 [00:14<00:52, 1.11it/s][A 26%|██▌ | 20/78 [00:15<00:47, 1.21it/s][A 27%|██▋ | 21/78 [00:16<00:48, 1.17it/s][A 28%|██▊ | 22/78 [00:17<00:45, 1.23it/s][A 29%|██▉ | 23/78 [00:17<00:43, 1.27it/s][A 31%|███ | 24/78 [00:18<00:42, 1.26it/s][A 32%|███▏ | 25/78 [00:19<00:40, 1.30it/s][A 33%|███▎ | 26/78 [00:20<00:38, 1.34it/s][A 35%|███▍ | 27/78 [00:20<00:37, 1.36it/s][A 36%|███▌ | 28/78 [00:21<00:38, 1.31it/s][A 37%|███▋ | 29/78 [00:22<00:35, 1.38it/s][A 38%|███▊ | 30/78 [00:23<00:37, 1.29it/s][A 40%|███▉ | 31/78 [00:23<00:35, 1.34it/s][A 41%|████ | 32/78 [00:24<00:33, 1.36it/s][A 42%|████▏ | 33/78 [00:25<00:32, 1.38it/s][A 44%|████▎ | 34/78 [00:25<00:31, 1.42it/s][A 45%|████▍ | 35/78 [00:26<00:29, 1.45it/s][A 46%|████▌ | 36/78 [00:27<00:28, 1.46it/s][A 47%|████▋ | 37/78 [00:28<00:29, 1.39it/s][A 49%|████▊ | 38/78 [00:28<00:29, 1.35it/s][A 50%|█████ | 39/78 [00:29<00:32, 1.20it/s][A 51%|█████▏ | 40/78 [00:30<00:32, 1.18it/s][A 53%|█████▎ | 41/78 [00:31<00:34, 1.07it/s][A 54%|█████▍ | 42/78 [00:32<00:32, 1.11it/s][A 55%|█████▌ | 43/78 [00:33<00:31, 1.10it/s][A 56%|█████▋ | 44/78 [00:34<00:30, 1.10it/s][A 58%|█████▊ | 45/78 [00:35<00:28, 1.14it/s][A 59%|█████▉ | 46/78 [00:36<00:32, 1.01s/it][A 60%|██████ | 47/78 [00:37<00:28, 1.09it/s][A 62%|██████▏ | 48/78 [00:38<00:25, 1.17it/s][A 63%|██████▎ | 49/78 [00:38<00:22, 1.27it/s][A 64%|██████▍ | 50/78 [00:39<00:21, 1.29it/s][A 65%|██████▌ | 51/78 [00:40<00:19, 1.37it/s][A 67%|██████▋ | 52/78 [00:40<00:18, 1.39it/s][A 68%|██████▊ | 53/78 [00:41<00:17, 1.40it/s][A 69%|██████▉ | 54/78 [00:42<00:18, 1.33it/s][A 71%|███████ | 55/78 [00:43<00:17, 1.28it/s][A 72%|███████▏ | 56/78 [00:44<00:17, 1.27it/s][A 73%|███████▎ | 57/78 [00:45<00:19, 1.08it/s][A 74%|███████▍ | 58/78 [00:46<00:18, 1.09it/s][A 76%|███████▌ | 59/78 [00:47<00:17, 1.06it/s][A 77%|███████▋ | 60/78 [00:47<00:16, 1.12it/s][A 78%|███████▊ | 61/78 [00:48<00:14, 1.15it/s][A 79%|███████▉ | 62/78 [00:49<00:13, 1.16it/s][A 81%|████████ | 63/78 [00:50<00:12, 1.18it/s][A 82%|████████▏ | 64/78 [00:51<00:11, 1.18it/s][A 83%|████████▎ | 65/78 [00:52<00:10, 1.19it/s][A 85%|████████▍ | 66/78 [00:52<00:09, 1.22it/s][A 86%|████████▌ | 67/78 [00:53<00:09, 1.21it/s][A 87%|████████▋ | 68/78 [00:54<00:08, 1.22it/s][A 88%|████████▊ | 69/78 [00:55<00:07, 1.24it/s][A 90%|████████▉ | 70/78 [00:56<00:06, 1.18it/s][A 91%|█████████ | 71/78 [00:56<00:05, 1.24it/s][A 92%|█████████▏| 72/78 [00:57<00:04, 1.26it/s][A 94%|█████████▎| 73/78 [00:58<00:04, 1.24it/s][A 95%|█████████▍| 74/78 [00:59<00:03, 1.24it/s][A 96%|█████████▌| 75/78 [01:00<00:02, 1.24it/s][A 97%|█████████▋| 76/78 [01:00<00:01, 1.23it/s][A 99%|█████████▊| 77/78 [01:01<00:00, 1.29it/s][A 100%|██████████| 78/78 [01:01<00:00, 1.61it/s][A [A 82%|████████▎ | 16500/20000 [19:47:42<4:49:03, 4.96s/it] 100%|██████████| 78/78 [01:03<00:00, 1.61it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-16500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-16500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-16500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-16500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-16000] due to args.save_total_limit 83%|████████▎ | 16501/20000 [19:47:59<26:58:46, 27.76s/it] 83%|████████▎ | 16502/20000 [19:48:04<20:11:17, 20.78s/it] 83%|████████▎ | 16503/20000 [19:48:08<15:22:00, 15.82s/it] 83%|████████▎ | 16504/20000 [19:48:12<11:56:34, 12.30s/it] 83%|████████▎ | 16505/20000 [19:48:16<9:30:04, 9.79s/it] 83%|████████▎ | 16506/20000 [19:48:20<7:44:38, 7.98s/it] 83%|████████▎ | 16507/20000 [19:48:23<6:28:08, 6.67s/it] 83%|████████▎ | 16508/20000 [19:48:27<5:32:05, 5.71s/it] 83%|████████▎ | 16509/20000 [19:48:30<4:51:29, 5.01s/it] 83%|████████▎ | 16510/20000 [19:48:33<4:21:23, 4.49s/it] 83%|████████▎ | 16511/20000 [19:48:37<3:56:12, 4.06s/it] 83%|████████▎ | 16512/20000 [19:48:39<3:36:28, 3.72s/it] 83%|████████▎ | 16513/20000 [19:48:42<3:18:40, 3.42s/it] 83%|████████▎ | 16514/20000 [19:48:45<3:01:27, 3.12s/it] 83%|████████▎ | 16515/20000 [19:48:46<2:36:19, 2.69s/it] 83%|████████▎ | 16516/20000 [19:48:55<4:20:19, 4.48s/it] 83%|████████▎ | 16517/20000 [19:49:01<4:48:45, 4.97s/it] 83%|████████▎ | 16518/20000 [19:49:06<4:56:06, 5.10s/it] 83%|████████▎ | 16519/20000 [19:49:11<4:54:10, 5.07s/it] 83%|████████▎ | 16520/20000 [19:49:16<4:47:18, 4.95s/it] 83%|████████▎ | 16521/20000 [19:49:21<4:38:29, 4.80s/it] 83%|████████▎ | 16522/20000 [19:49:25<4:27:19, 4.61s/it] 83%|████████▎ | 16523/20000 [19:49:29<4:16:23, 4.42s/it] 83%|████████▎ | 16524/20000 [19:49:33<4:06:43, 4.26s/it] 83%|████████▎ | 16525/20000 [19:49:36<3:57:46, 4.11s/it] 83%|████████▎ | 16526/20000 [19:49:40<3:48:36, 3.95s/it] 83%|████████▎ | 16527/20000 [19:49:43<3:40:21, 3.81s/it] 83%|████████▎ | 16528/20000 [19:49:47<3:32:28, 3.67s/it] 83%|████████▎ | 16529/20000 [19:49:50<3:25:25, 3.55s/it] 83%|████████▎ | 16530/20000 [19:49:53<3:16:32, 3.40s/it] 83%|████████▎ | 16531/20000 [19:49:56<3:07:38, 3.25s/it] 83%|████████▎ | 16532/20000 [19:49:59<2:58:04, 3.08s/it] 83%|████████▎ | 16533/20000 [19:50:01<2:47:27, 2.90s/it] 83%|████████▎ | 16534/20000 [19:50:03<2:29:31, 2.59s/it] 83%|████████▎ | 16535/20000 [19:50:09<3:22:36, 3.51s/it] 83%|████████▎ | 16536/20000 [19:50:11<3:08:27, 3.26s/it] 83%|████████▎ | 16537/20000 [19:50:21<4:54:13, 5.10s/it] 83%|████████▎ | 16538/20000 [19:50:27<5:10:30, 5.38s/it] 83%|████████▎ | 16539/20000 [19:50:32<5:10:33, 5.38s/it] 83%|████████▎ | 16540/20000 [19:50:37<5:03:38, 5.27s/it] 83%|████████▎ | 16541/20000 [19:50:42<4:53:51, 5.10s/it] 83%|████████▎ | 16542/20000 [19:50:46<4:43:39, 4.92s/it] 83%|████████▎ | 16543/20000 [19:50:51<4:31:05, 4.71s/it] 83%|████████▎ | 16544/20000 [19:50:55<4:19:47, 4.51s/it] 83%|████████▎ | 16545/20000 [19:50:59<4:08:50, 4.32s/it] 83%|████████▎ | 16546/20000 [19:51:02<3:59:10, 4.15s/it] 83%|████████▎ | 16547/20000 [19:51:06<3:50:06, 4.00s/it] 83%|████████▎ | 16548/20000 [19:51:09<3:41:00, 3.84s/it] 83%|████████▎ | 16549/20000 [19:51:13<3:32:48, 3.70s/it] 83%|████████▎ | 16550/20000 [19:51:16<3:24:49, 3.56s/it] 83%|████████▎ | 16551/20000 [19:51:19<3:16:15, 3.41s/it] 83%|████████▎ | 16552/20000 [19:51:22<3:07:41, 3.27s/it] 83%|████████▎ | 16553/20000 [19:51:25<2:57:53, 3.10s/it] 83%|████████▎ | 16554/20000 [19:51:27<2:46:43, 2.90s/it] 83%|████████▎ | 16555/20000 [19:51:29<2:28:46, 2.59s/it] 83%|████████▎ | 16556/20000 [19:51:37<4:08:42, 4.33s/it] 83%|████████▎ | 16557/20000 [19:51:43<4:36:42, 4.82s/it] 83%|████████▎ | 16558/20000 [19:51:49<4:46:38, 5.00s/it] 83%|████████▎ | 16559/20000 [19:51:54<4:46:22, 4.99s/it] 83%|████████▎ | 16560/20000 [19:51:58<4:40:41, 4.90s/it] 83%|████████▎ | 16561/20000 [19:52:03<4:32:56, 4.76s/it] 83%|████████▎ | 16562/20000 [19:52:07<4:23:09, 4.59s/it] 83%|████████▎ | 16563/20000 [19:52:11<4:14:02, 4.43s/it] 83%|████████▎ | 16564/20000 [19:52:15<4:05:24, 4.29s/it] 83%|████████▎ | 16565/20000 [19:52:19<3:56:14, 4.13s/it] 83%|████████▎ | 16566/20000 [19:52:22<3:46:57, 3.97s/it] 83%|████████▎ | 16567/20000 [19:52:26<3:38:23, 3.82s/it] 83%|████████▎ | 16568/20000 [19:52:29<3:29:54, 3.67s/it] 83%|████████▎ | 16569/20000 [19:52:32<3:22:32, 3.54s/it] 83%|████████▎ | 16570/20000 [19:52:36<3:13:51, 3.39s/it] 83%|████████▎ | 16571/20000 [19:52:38<3:05:14, 3.24s/it] 83%|████████▎ | 16572/20000 [19:52:41<2:55:53, 3.08s/it] 83%|████████▎ | 16573/20000 [19:52:44<2:44:50, 2.89s/it] 83%|████████▎ | 16574/20000 [19:52:45<2:26:33, 2.57s/it] 83%|████████▎ | 16575/20000 [19:52:54<4:09:34, 4.37s/it] 83%|████████▎ | 16576/20000 [19:53:00<4:38:31, 4.88s/it] 83%|████████▎ | 16577/20000 [19:53:05<4:45:02, 5.00s/it] 83%|████████▎ | 16578/20000 [19:53:10<4:42:22, 4.95s/it] 83%|████████▎ | 16579/20000 [19:53:15<4:36:23, 4.85s/it] 83%|████████▎ | 16580/20000 [19:53:19<4:28:14, 4.71s/it] 83%|████████▎ | 16581/20000 [19:53:23<4:17:59, 4.53s/it] 83%|████████▎ | 16582/20000 [19:53:27<4:08:19, 4.36s/it] 83%|████████▎ | 16583/20000 [19:53:31<3:59:01, 4.20s/it] 83%|████████▎ | 16584/20000 [19:53:35<3:50:36, 4.05s/it] 83%|████████▎ | 16585/20000 [19:53:38<3:41:53, 3.90s/it] 83%|████████▎ | 16586/20000 [19:53:42<3:34:10, 3.76s/it] 83%|████████▎ | 16587/20000 [19:53:45<3:26:51, 3.64s/it] 83%|████████▎ | 16588/20000 [19:53:48<3:19:49, 3.51s/it] 83%|████████▎ | 16589/20000 [19:53:51<3:11:20, 3.37s/it] 83%|████████▎ | 16590/20000 [19:53:54<3:02:36, 3.21s/it] 83%|████████▎ | 16591/20000 [19:53:57<2:53:21, 3.05s/it] 83%|████████▎ | 16592/20000 [19:53:59<2:43:28, 2.88s/it] 83%|████████▎ | 16593/20000 [19:54:01<2:23:57, 2.54s/it] 83%|████████▎ | 16594/20000 [19:54:10<4:12:02, 4.44s/it] 83%|████████▎ | 16595/20000 [19:54:17<4:49:25, 5.10s/it] 83%|████████▎ | 16596/20000 [19:54:22<5:00:00, 5.29s/it] 83%|████████▎ | 16597/20000 [19:54:28<5:00:03, 5.29s/it] 83%|████████▎ | 16598/20000 [19:54:33<4:54:00, 5.19s/it] 83%|████████▎ | 16599/20000 [19:54:37<4:46:50, 5.06s/it] 83%|████████▎ | 16600/20000 [19:54:42<4:35:57, 4.87s/it] 83%|████████▎ | 16601/20000 [19:54:46<4:23:07, 4.64s/it] 83%|████████▎ | 16602/20000 [19:54:50<4:12:26, 4.46s/it] 83%|████████▎ | 16603/20000 [19:54:54<4:03:53, 4.31s/it] 83%|████████▎ | 16604/20000 [19:54:58<3:55:26, 4.16s/it] 83%|████████▎ | 16605/20000 [19:55:01<3:46:03, 4.00s/it] 83%|████████▎ | 16606/20000 [19:55:05<3:37:54, 3.85s/it] 83%|████████▎ | 16607/20000 [19:55:08<3:29:40, 3.71s/it] 83%|████████▎ | 16608/20000 [19:55:11<3:19:40, 3.53s/it] 83%|████████▎ | 16609/20000 [19:55:14<3:12:20, 3.40s/it] 83%|████████▎ | 16610/20000 [19:55:17<3:02:30, 3.23s/it] 83%|████████▎ | 16611/20000 [19:55:20<2:55:24, 3.11s/it] 83%|████████▎ | 16612/20000 [19:55:22<2:34:00, 2.73s/it] 83%|████████▎ | 16613/20000 [19:55:28<3:24:18, 3.62s/it] 83%|████████▎ | 16614/20000 [19:55:30<3:10:17, 3.37s/it] 83%|████████▎ | 16615/20000 [19:55:40<4:57:17, 5.27s/it] 83%|████████▎ | 16616/20000 [19:55:46<5:12:06, 5.53s/it] 83%|████████▎ | 16617/20000 [19:55:52<5:09:21, 5.49s/it] 83%|████████▎ | 16618/20000 [19:55:57<5:00:21, 5.33s/it] 83%|████████▎ | 16619/20000 [19:56:01<4:49:20, 5.13s/it] 83%|████████▎ | 16620/20000 [19:56:06<4:37:36, 4.93s/it] 83%|████████▎ | 16621/20000 [19:56:10<4:24:52, 4.70s/it] 83%|████████▎ | 16622/20000 [19:56:14<4:13:34, 4.50s/it] 83%|████████▎ | 16623/20000 [19:56:18<4:03:58, 4.33s/it] 83%|████████▎ | 16624/20000 [19:56:22<3:54:03, 4.16s/it] 83%|████████▎ | 16625/20000 [19:56:25<3:44:32, 3.99s/it] 83%|████████▎ | 16626/20000 [19:56:29<3:35:52, 3.84s/it] 83%|████████▎ | 16627/20000 [19:56:32<3:27:59, 3.70s/it] 83%|████████▎ | 16628/20000 [19:56:35<3:21:05, 3.58s/it] 83%|████████▎ | 16629/20000 [19:56:38<3:13:08, 3.44s/it] 83%|████████▎ | 16630/20000 [19:56:41<3:04:15, 3.28s/it] 83%|████████▎ | 16631/20000 [19:56:44<2:54:11, 3.10s/it] 83%|████████▎ | 16632/20000 [19:56:46<2:42:46, 2.90s/it] 83%|████████▎ | 16633/20000 [19:56:48<2:25:06, 2.59s/it] 83%|████████▎ | 16634/20000 [19:56:56<3:57:56, 4.24s/it] 83%|████████▎ | 16635/20000 [19:57:03<4:31:23, 4.84s/it] 83%|████████▎ | 16636/20000 [19:57:08<4:40:22, 5.00s/it] 83%|████████▎ | 16637/20000 [19:57:13<4:39:48, 4.99s/it] 83%|████████▎ | 16638/20000 [19:57:18<4:34:22, 4.90s/it] 83%|████████▎ | 16639/20000 [19:57:22<4:27:53, 4.78s/it] 83%|████████▎ | 16640/20000 [19:57:26<4:18:37, 4.62s/it] 83%|████████▎ | 16641/20000 [19:57:31<4:09:40, 4.46s/it] 83%|████████▎ | 16642/20000 [19:57:34<4:01:13, 4.31s/it] 83%|████████▎ | 16643/20000 [19:57:38<3:52:34, 4.16s/it] 83%|████████▎ | 16644/20000 [19:57:42<3:43:02, 3.99s/it] 83%|████████▎ | 16645/20000 [19:57:45<3:34:36, 3.84s/it] 83%|████████▎ | 16646/20000 [19:57:49<3:26:34, 3.70s/it] 83%|████████▎ | 16647/20000 [19:57:52<3:18:25, 3.55s/it] 83%|████████▎ | 16648/20000 [19:57:55<3:09:52, 3.40s/it] 83%|████████▎ | 16649/20000 [19:57:58<2:59:56, 3.22s/it] 83%|████████▎ | 16650/20000 [19:58:00<2:48:33, 3.02s/it] 83%|████████▎ | 16651/20000 [19:58:03<2:36:21, 2.80s/it] 83%|████████▎ | 16652/20000 [19:58:04<2:19:22, 2.50s/it] 83%|████████▎ | 16653/20000 [19:58:13<3:53:06, 4.18s/it] 83%|████████▎ | 16654/20000 [19:58:18<4:22:01, 4.70s/it] 83%|████████▎ | 16655/20000 [19:58:24<4:29:52, 4.84s/it] 83%|████████▎ | 16656/20000 [19:58:28<4:28:10, 4.81s/it] 83%|████████▎ | 16657/20000 [19:58:33<4:22:48, 4.72s/it] 83%|████████▎ | 16658/20000 [19:58:37<4:15:45, 4.59s/it] 83%|████████▎ | 16659/20000 [19:58:41<4:05:37, 4.41s/it] 83%|████████▎ | 16660/20000 [19:58:45<3:56:42, 4.25s/it] 83%|████████▎ | 16661/20000 [19:58:49<3:48:14, 4.10s/it] 83%|████████▎ | 16662/20000 [19:58:52<3:39:17, 3.94s/it] 83%|████████▎ | 16663/20000 [19:58:56<3:30:59, 3.79s/it] 83%|████████▎ | 16664/20000 [19:58:59<3:23:31, 3.66s/it] 83%|████████▎ | 16665/20000 [19:59:02<3:16:57, 3.54s/it] 83%|████████▎ | 16666/20000 [19:59:06<3:10:00, 3.42s/it] 83%|████████▎ | 16667/20000 [19:59:08<3:02:02, 3.28s/it] 83%|████████▎ | 16668/20000 [19:59:11<2:53:44, 3.13s/it] 83%|████████▎ | 16669/20000 [19:59:14<2:44:58, 2.97s/it] 83%|████████▎ | 16670/20000 [19:59:16<2:33:43, 2.77s/it] 83%|████████▎ | 16671/20000 [19:59:18<2:16:04, 2.45s/it] 83%|████████▎ | 16672/20000 [19:59:26<3:56:55, 4.27s/it] 83%|████████▎ | 16673/20000 [19:59:32<4:24:12, 4.76s/it] 83%|████████▎ | 16674/20000 [19:59:38<4:32:08, 4.91s/it] 83%|████████▎ | 16675/20000 [19:59:42<4:30:14, 4.88s/it] 83%|████████▎ | 16676/20000 [19:59:47<4:24:56, 4.78s/it] 83%|████████▎ | 16677/20000 [19:59:51<4:17:29, 4.65s/it] 83%|████████▎ | 16678/20000 [19:59:55<4:07:55, 4.48s/it] 83%|████████▎ | 16679/20000 [19:59:59<3:58:01, 4.30s/it] 83%|████████▎ | 16680/20000 [20:00:03<3:49:26, 4.15s/it] 83%|████████▎ | 16681/20000 [20:00:07<3:40:09, 3.98s/it] 83%|████████▎ | 16682/20000 [20:00:10<3:31:34, 3.83s/it] 83%|████████▎ | 16683/20000 [20:00:13<3:23:10, 3.68s/it] 83%|████████▎ | 16684/20000 [20:00:17<3:15:21, 3.53s/it] 83%|████████▎ | 16685/20000 [20:00:20<3:07:46, 3.40s/it] 83%|████████▎ | 16686/20000 [20:00:23<2:59:31, 3.25s/it] 83%|████████▎ | 16687/20000 [20:00:25<2:51:34, 3.11s/it] 83%|████████▎ | 16688/20000 [20:00:28<2:43:17, 2.96s/it] 83%|████████▎ | 16689/20000 [20:00:30<2:33:23, 2.78s/it] 83%|████████▎ | 16690/20000 [20:00:32<2:16:32, 2.48s/it] 83%|████████▎ | 16691/20000 [20:00:37<2:56:40, 3.20s/it] 83%|████████▎ | 16692/20000 [20:00:40<2:48:20, 3.05s/it] 83%|████████▎ | 16693/20000 [20:00:49<4:28:04, 4.86s/it] 83%|████████▎ | 16694/20000 [20:00:54<4:41:08, 5.10s/it] 83%|████████▎ | 16695/20000 [20:00:59<4:39:53, 5.08s/it] 83%|████████▎ | 16696/20000 [20:01:04<4:32:42, 4.95s/it] 83%|████████▎ | 16697/20000 [20:01:09<4:23:38, 4.79s/it] 83%|████████▎ | 16698/20000 [20:01:13<4:14:36, 4.63s/it] 83%|████████▎ | 16699/20000 [20:01:17<4:04:20, 4.44s/it] 84%|████████▎ | 16700/20000 [20:01:21<3:54:56, 4.27s/it] 84%|████████▎ | 16701/20000 [20:01:24<3:46:13, 4.11s/it] 84%|████████▎ | 16702/20000 [20:01:28<3:36:30, 3.94s/it] 84%|████████▎ | 16703/20000 [20:01:31<3:27:34, 3.78s/it] 84%|████████▎ | 16704/20000 [20:01:35<3:19:40, 3.63s/it] 84%|████████▎ | 16705/20000 [20:01:38<3:12:25, 3.50s/it] 84%|████████▎ | 16706/20000 [20:01:41<3:05:41, 3.38s/it] 84%|████████▎ | 16707/20000 [20:01:44<2:58:15, 3.25s/it] 84%|████████▎ | 16708/20000 [20:01:47<2:50:29, 3.11s/it] 84%|████████▎ | 16709/20000 [20:01:49<2:42:11, 2.96s/it] 84%|████████▎ | 16710/20000 [20:01:52<2:31:40, 2.77s/it] 84%|████████▎ | 16711/20000 [20:01:53<2:15:14, 2.47s/it] 84%|████████▎ | 16712/20000 [20:02:01<3:40:19, 4.02s/it] 84%|████████▎ | 16713/20000 [20:02:07<4:10:15, 4.57s/it] 84%|████████▎ | 16714/20000 [20:02:12<4:19:22, 4.74s/it] 84%|████████▎ | 16715/20000 [20:02:17<4:18:12, 4.72s/it] 84%|████████▎ | 16716/20000 [20:02:21<4:12:41, 4.62s/it] 84%|████████▎ | 16717/20000 [20:02:25<4:05:44, 4.49s/it] 84%|████████▎ | 16718/20000 [20:02:29<3:56:51, 4.33s/it] 84%|████████▎ | 16719/20000 [20:02:33<3:48:17, 4.17s/it] 84%|████████▎ | 16720/20000 [20:02:37<3:40:20, 4.03s/it] 84%|████████▎ | 16721/20000 [20:02:40<3:31:54, 3.88s/it] 84%|████████▎ | 16722/20000 [20:02:44<3:24:10, 3.74s/it] 84%|████████▎ | 16723/20000 [20:02:47<3:16:44, 3.60s/it] 84%|████████▎ | 16724/20000 [20:02:50<3:09:39, 3.47s/it] 84%|████████▎ | 16725/20000 [20:02:53<3:03:15, 3.36s/it] 84%|████████▎ | 16726/20000 [20:02:56<2:55:37, 3.22s/it] 84%|████████▎ | 16727/20000 [20:02:59<2:47:05, 3.06s/it] 84%|████████▎ | 16728/20000 [20:03:01<2:38:15, 2.90s/it] 84%|████████▎ | 16729/20000 [20:03:04<2:27:22, 2.70s/it] 84%|████████▎ | 16730/20000 [20:03:05<2:09:57, 2.38s/it] 84%|████████▎ | 16731/20000 [20:03:14<3:47:59, 4.18s/it] 84%|████████▎ | 16732/20000 [20:03:19<4:15:21, 4.69s/it] 84%|████████▎ | 16733/20000 [20:03:25<4:24:32, 4.86s/it] 84%|████████▎ | 16734/20000 [20:03:29<4:23:49, 4.85s/it] 84%|████████▎ | 16735/20000 [20:03:34<4:18:29, 4.75s/it] 84%|████████▎ | 16736/20000 [20:03:38<4:10:54, 4.61s/it] 84%|████████▎ | 16737/20000 [20:03:42<4:01:30, 4.44s/it] 84%|████████▎ | 16738/20000 [20:03:46<3:52:54, 4.28s/it] 84%|████████▎ | 16739/20000 [20:03:50<3:44:27, 4.13s/it] 84%|████████▎ | 16740/20000 [20:03:54<3:36:08, 3.98s/it] 84%|████████▎ | 16741/20000 [20:03:57<3:27:59, 3.83s/it] 84%|████████▎ | 16742/20000 [20:04:00<3:19:51, 3.68s/it] 84%|████████▎ | 16743/20000 [20:04:04<3:12:00, 3.54s/it] 84%|████████▎ | 16744/20000 [20:04:07<3:04:20, 3.40s/it] 84%|████████▎ | 16745/20000 [20:04:10<2:56:06, 3.25s/it] 84%|████████▎ | 16746/20000 [20:04:12<2:48:17, 3.10s/it] 84%|████████▎ | 16747/20000 [20:04:15<2:39:40, 2.95s/it] 84%|████████▎ | 16748/20000 [20:04:17<2:29:47, 2.76s/it] 84%|████████▎ | 16749/20000 [20:04:19<2:14:16, 2.48s/it] 84%|████████▍ | 16750/20000 [20:04:27<3:43:04, 4.12s/it] 84%|████████▍ | 16751/20000 [20:04:33<4:10:44, 4.63s/it] 84%|████████▍ | 16752/20000 [20:04:38<4:19:51, 4.80s/it] 84%|████████▍ | 16753/20000 [20:04:43<4:18:45, 4.78s/it] 84%|████████▍ | 16754/20000 [20:04:47<4:14:29, 4.70s/it] 84%|████████▍ | 16755/20000 [20:04:52<4:08:20, 4.59s/it] 84%|████████▍ | 16756/20000 [20:04:56<3:59:34, 4.43s/it] 84%|████████▍ | 16757/20000 [20:05:00<3:50:33, 4.27s/it] 84%|████████▍ | 16758/20000 [20:05:03<3:42:28, 4.12s/it] 84%|████████▍ | 16759/20000 [20:05:07<3:33:38, 3.96s/it] 84%|████████▍ | 16760/20000 [20:05:10<3:25:20, 3.80s/it] 84%|████████▍ | 16761/20000 [20:05:14<3:17:33, 3.66s/it] 84%|████████▍ | 16762/20000 [20:05:17<3:10:15, 3.53s/it] 84%|████████▍ | 16763/20000 [20:05:20<3:03:20, 3.40s/it] 84%|████████▍ | 16764/20000 [20:05:23<2:55:20, 3.25s/it] 84%|████████▍ | 16765/20000 [20:05:26<2:47:28, 3.11s/it] 84%|████████▍ | 16766/20000 [20:05:28<2:39:19, 2.96s/it] 84%|████████▍ | 16767/20000 [20:05:31<2:28:59, 2.77s/it] 84%|████████▍ | 16768/20000 [20:05:32<2:12:14, 2.46s/it] 84%|████████▍ | 16769/20000 [20:05:38<2:56:01, 3.27s/it] 84%|████████▍ | 16770/20000 [20:05:40<2:48:32, 3.13s/it] 84%|████████▍ | 16771/20000 [20:05:50<4:34:36, 5.10s/it] 84%|████████▍ | 16772/20000 [20:05:56<4:48:20, 5.36s/it] 84%|████████▍ | 16773/20000 [20:06:01<4:49:24, 5.38s/it] 84%|████████▍ | 16774/20000 [20:06:07<4:44:12, 5.29s/it] 84%|████████▍ | 16775/20000 [20:06:11<4:37:03, 5.15s/it] 84%|████████▍ | 16776/20000 [20:06:16<4:27:57, 4.99s/it] 84%|████████▍ | 16777/20000 [20:06:20<4:16:31, 4.78s/it] 84%|████████▍ | 16778/20000 [20:06:24<4:06:16, 4.59s/it] 84%|████████▍ | 16779/20000 [20:06:28<3:55:55, 4.39s/it] 84%|████████▍ | 16780/20000 [20:06:32<3:46:47, 4.23s/it] 84%|████████▍ | 16781/20000 [20:06:36<3:37:41, 4.06s/it] 84%|████████▍ | 16782/20000 [20:06:39<3:29:09, 3.90s/it] 84%|████████▍ | 16783/20000 [20:06:43<3:21:43, 3.76s/it] 84%|████████▍ | 16784/20000 [20:06:46<3:14:04, 3.62s/it] 84%|████████▍ | 16785/20000 [20:06:49<3:06:24, 3.48s/it] 84%|████████▍ | 16786/20000 [20:06:52<2:57:59, 3.32s/it] 84%|████████▍ | 16787/20000 [20:06:55<2:49:21, 3.16s/it] 84%|████████▍ | 16788/20000 [20:06:58<2:38:50, 2.97s/it] 84%|████████▍ | 16789/20000 [20:06:59<2:21:11, 2.64s/it] 84%|████████▍ | 16790/20000 [20:07:09<4:11:22, 4.70s/it] 84%|████████▍ | 16791/20000 [20:07:15<4:33:27, 5.11s/it] 84%|████████▍ | 16792/20000 [20:07:20<4:36:22, 5.17s/it] 84%|████████▍ | 16793/20000 [20:07:25<4:30:55, 5.07s/it] 84%|████████▍ | 16794/20000 [20:07:30<4:22:36, 4.91s/it] 84%|████████▍ | 16795/20000 [20:07:34<4:14:22, 4.76s/it] 84%|████████▍ | 16796/20000 [20:07:38<4:03:59, 4.57s/it] 84%|████████▍ | 16797/20000 [20:07:42<3:53:40, 4.38s/it] 84%|████████▍ | 16798/20000 [20:07:46<3:43:42, 4.19s/it] 84%|████████▍ | 16799/20000 [20:07:50<3:34:48, 4.03s/it] 84%|████████▍ | 16800/20000 [20:07:53<3:25:45, 3.86s/it] 84%|████████▍ | 16801/20000 [20:07:56<3:17:36, 3.71s/it] 84%|████████▍ | 16802/20000 [20:08:00<3:10:01, 3.57s/it] 84%|████████▍ | 16803/20000 [20:08:03<3:03:22, 3.44s/it] 84%|████████▍ | 16804/20000 [20:08:06<2:55:28, 3.29s/it] 84%|████████▍ | 16805/20000 [20:08:08<2:47:15, 3.14s/it] 84%|████████▍ | 16806/20000 [20:08:11<2:38:38, 2.98s/it] 84%|████████▍ | 16807/20000 [20:08:13<2:28:23, 2.79s/it] 84%|████████▍ | 16808/20000 [20:08:15<2:12:51, 2.50s/it] 84%|████████▍ | 16809/20000 [20:08:23<3:37:13, 4.08s/it] 84%|████████▍ | 16810/20000 [20:08:29<4:02:09, 4.55s/it] 84%|████████▍ | 16811/20000 [20:08:34<4:09:51, 4.70s/it] 84%|████████▍ | 16812/20000 [20:08:38<4:09:00, 4.69s/it] 84%|████████▍ | 16813/20000 [20:08:43<4:05:01, 4.61s/it] 84%|████████▍ | 16814/20000 [20:08:47<3:59:56, 4.52s/it] 84%|████████▍ | 16815/20000 [20:08:51<3:52:45, 4.38s/it] 84%|████████▍ | 16816/20000 [20:08:55<3:45:01, 4.24s/it] 84%|████████▍ | 16817/20000 [20:08:59<3:37:41, 4.10s/it] 84%|████████▍ | 16818/20000 [20:09:02<3:29:45, 3.96s/it] 84%|████████▍ | 16819/20000 [20:09:06<3:24:06, 3.85s/it] 84%|████████▍ | 16820/20000 [20:09:10<3:18:38, 3.75s/it] 84%|████████▍ | 16821/20000 [20:09:13<3:12:27, 3.63s/it] 84%|████████▍ | 16822/20000 [20:09:16<3:07:37, 3.54s/it] 84%|████████▍ | 16823/20000 [20:09:19<3:01:59, 3.44s/it] 84%|████████▍ | 16824/20000 [20:09:22<2:54:05, 3.29s/it] 84%|████████▍ | 16825/20000 [20:09:25<2:45:18, 3.12s/it] 84%|████████▍ | 16826/20000 [20:09:28<2:34:12, 2.92s/it] 84%|████████▍ | 16827/20000 [20:09:29<2:15:51, 2.57s/it] 84%|████████▍ | 16828/20000 [20:09:38<3:46:57, 4.29s/it] 84%|████████▍ | 16829/20000 [20:09:44<4:16:18, 4.85s/it] 84%|████████▍ | 16830/20000 [20:09:49<4:25:52, 5.03s/it] 84%|████████▍ | 16831/20000 [20:09:54<4:24:54, 5.02s/it] 84%|████████▍ | 16832/20000 [20:09:59<4:20:07, 4.93s/it] 84%|████████▍ | 16833/20000 [20:10:03<4:13:21, 4.80s/it] 84%|████████▍ | 16834/20000 [20:10:08<4:02:54, 4.60s/it] 84%|████████▍ | 16835/20000 [20:10:12<3:53:47, 4.43s/it] 84%|████████▍ | 16836/20000 [20:10:16<3:45:15, 4.27s/it] 84%|████████▍ | 16837/20000 [20:10:19<3:36:23, 4.10s/it] 84%|████████▍ | 16838/20000 [20:10:23<3:27:47, 3.94s/it] 84%|████████▍ | 16839/20000 [20:10:26<3:20:03, 3.80s/it] 84%|████████▍ | 16840/20000 [20:10:30<3:12:32, 3.66s/it] 84%|████████▍ | 16841/20000 [20:10:33<3:05:37, 3.53s/it] 84%|████████▍ | 16842/20000 [20:10:36<2:58:09, 3.38s/it] 84%|████████▍ | 16843/20000 [20:10:39<2:49:47, 3.23s/it] 84%|████████▍ | 16844/20000 [20:10:41<2:41:19, 3.07s/it] 84%|████████▍ | 16845/20000 [20:10:44<2:30:14, 2.86s/it] 84%|████████▍ | 16846/20000 [20:10:45<2:10:58, 2.49s/it] 84%|████████▍ | 16847/20000 [20:10:51<2:54:05, 3.31s/it] 84%|████████▍ | 16848/20000 [20:10:53<2:43:53, 3.12s/it] 84%|████████▍ | 16849/20000 [20:11:02<4:17:52, 4.91s/it] 84%|████████▍ | 16850/20000 [20:11:08<4:31:26, 5.17s/it] 84%|████████▍ | 16851/20000 [20:11:13<4:30:47, 5.16s/it] 84%|████████▍ | 16852/20000 [20:11:18<4:23:54, 5.03s/it] 84%|████████▍ | 16853/20000 [20:11:23<4:14:29, 4.85s/it] 84%|████████▍ | 16854/20000 [20:11:27<4:04:50, 4.67s/it] 84%|████████▍ | 16855/20000 [20:11:31<3:54:32, 4.47s/it] 84%|████████▍ | 16856/20000 [20:11:35<3:45:07, 4.30s/it] 84%|████████▍ | 16857/20000 [20:11:38<3:36:11, 4.13s/it] 84%|████████▍ | 16858/20000 [20:11:42<3:27:26, 3.96s/it] 84%|████████▍ | 16859/20000 [20:11:45<3:18:50, 3.80s/it] 84%|████████▍ | 16860/20000 [20:11:49<3:11:07, 3.65s/it] 84%|████████▍ | 16861/20000 [20:11:52<3:04:28, 3.53s/it] 84%|████████▍ | 16862/20000 [20:11:55<2:57:09, 3.39s/it] 84%|████████▍ | 16863/20000 [20:11:58<2:50:06, 3.25s/it] 84%|████████▍ | 16864/20000 [20:12:01<2:42:32, 3.11s/it] 84%|████████▍ | 16865/20000 [20:12:03<2:34:34, 2.96s/it] 84%|████████▍ | 16866/20000 [20:12:06<2:25:27, 2.78s/it] 84%|████████▍ | 16867/20000 [20:12:07<2:09:27, 2.48s/it] 84%|████████▍ | 16868/20000 [20:12:16<3:40:47, 4.23s/it] 84%|████████▍ | 16869/20000 [20:12:22<4:07:22, 4.74s/it] 84%|████████▍ | 16870/20000 [20:12:27<4:14:41, 4.88s/it] 84%|████████▍ | 16871/20000 [20:12:32<4:13:14, 4.86s/it] 84%|████████▍ | 16872/20000 [20:12:36<4:08:07, 4.76s/it] 84%|████████▍ | 16873/20000 [20:12:41<4:01:23, 4.63s/it] 84%|████████▍ | 16874/20000 [20:12:45<3:52:15, 4.46s/it] 84%|████████▍ | 16875/20000 [20:12:49<3:43:09, 4.28s/it] 84%|████████▍ | 16876/20000 [20:12:52<3:35:08, 4.13s/it] 84%|████████▍ | 16877/20000 [20:12:56<3:26:42, 3.97s/it] 84%|████████▍ | 16878/20000 [20:12:59<3:19:00, 3.82s/it] 84%|████████▍ | 16879/20000 [20:13:03<3:11:13, 3.68s/it] 84%|████████▍ | 16880/20000 [20:13:06<3:04:17, 3.54s/it] 84%|████████▍ | 16881/20000 [20:13:09<2:58:04, 3.43s/it] 84%|████████▍ | 16882/20000 [20:13:12<2:50:15, 3.28s/it] 84%|████████▍ | 16883/20000 [20:13:15<2:42:15, 3.12s/it] 84%|████████▍ | 16884/20000 [20:13:17<2:33:34, 2.96s/it] 84%|████████▍ | 16885/20000 [20:13:20<2:23:22, 2.76s/it] 84%|████████▍ | 16886/20000 [20:13:21<2:06:00, 2.43s/it] 84%|████████▍ | 16887/20000 [20:13:29<3:24:01, 3.93s/it] 84%|████████▍ | 16888/20000 [20:13:35<3:52:30, 4.48s/it] 84%|████████▍ | 16889/20000 [20:13:40<4:02:48, 4.68s/it] 84%|████████▍ | 16890/20000 [20:13:44<4:03:07, 4.69s/it] 84%|████████▍ | 16891/20000 [20:13:49<3:59:24, 4.62s/it] 84%|████████▍ | 16892/20000 [20:13:53<3:53:54, 4.52s/it] 84%|████████▍ | 16893/20000 [20:13:57<3:46:50, 4.38s/it] 84%|████████▍ | 16894/20000 [20:14:01<3:39:07, 4.23s/it] 84%|████████▍ | 16895/20000 [20:14:05<3:31:49, 4.09s/it] 84%|████████▍ | 16896/20000 [20:14:08<3:23:30, 3.93s/it] 84%|████████▍ | 16897/20000 [20:14:12<3:15:52, 3.79s/it] 84%|████████▍ | 16898/20000 [20:14:15<3:08:00, 3.64s/it] 84%|████████▍ | 16899/20000 [20:14:18<3:00:44, 3.50s/it] 84%|████████▍ | 16900/20000 [20:14:21<2:54:10, 3.37s/it] 85%|████████▍ | 16901/20000 [20:14:24<2:46:50, 3.23s/it] 85%|████████▍ | 16902/20000 [20:14:27<2:39:09, 3.08s/it] 85%|████████▍ | 16903/20000 [20:14:30<2:31:00, 2.93s/it] 85%|████████▍ | 16904/20000 [20:14:32<2:21:13, 2.74s/it] 85%|████████▍ | 16905/20000 [20:14:34<2:06:19, 2.45s/it] 85%|████████▍ | 16906/20000 [20:14:42<3:39:12, 4.25s/it] 85%|████████▍ | 16907/20000 [20:14:48<4:04:52, 4.75s/it] 85%|████████▍ | 16908/20000 [20:14:53<4:11:39, 4.88s/it] 85%|████████▍ | 16909/20000 [20:14:58<4:09:28, 4.84s/it] 85%|████████▍ | 16910/20000 [20:15:02<4:04:01, 4.74s/it] 85%|████████▍ | 16911/20000 [20:15:07<3:56:36, 4.60s/it] 85%|████████▍ | 16912/20000 [20:15:11<3:47:18, 4.42s/it] 85%|████████▍ | 16913/20000 [20:15:15<3:39:24, 4.26s/it] 85%|████████▍ | 16914/20000 [20:15:18<3:32:12, 4.13s/it] 85%|████████▍ | 16915/20000 [20:15:22<3:24:02, 3.97s/it] 85%|████████▍ | 16916/20000 [20:15:25<3:16:09, 3.82s/it] 85%|████████▍ | 16917/20000 [20:15:29<3:09:08, 3.68s/it] 85%|████████▍ | 16918/20000 [20:15:32<3:02:18, 3.55s/it] 85%|████████▍ | 16919/20000 [20:15:35<2:56:15, 3.43s/it] 85%|████████▍ | 16920/20000 [20:15:38<2:48:34, 3.28s/it] 85%|████████▍ | 16921/20000 [20:15:41<2:41:05, 3.14s/it] 85%|████████▍ | 16922/20000 [20:15:44<2:33:06, 2.98s/it] 85%|████████▍ | 16923/20000 [20:15:46<2:23:21, 2.80s/it] 85%|████████▍ | 16924/20000 [20:15:48<2:07:48, 2.49s/it] 85%|████████▍ | 16925/20000 [20:15:53<2:45:28, 3.23s/it] 85%|████████▍ | 16926/20000 [20:15:55<2:35:18, 3.03s/it] 85%|████████▍ | 16927/20000 [20:16:04<4:07:26, 4.83s/it] 85%|████████▍ | 16928/20000 [20:16:10<4:21:10, 5.10s/it] 85%|████████▍ | 16929/20000 [20:16:15<4:20:54, 5.10s/it] 85%|████████▍ | 16930/20000 [20:16:20<4:14:51, 4.98s/it] 85%|████████▍ | 16931/20000 [20:16:24<4:06:12, 4.81s/it] 85%|████████▍ | 16932/20000 [20:16:28<3:57:37, 4.65s/it] 85%|████████▍ | 16933/20000 [20:16:33<3:47:42, 4.45s/it] 85%|████████▍ | 16934/20000 [20:16:36<3:38:32, 4.28s/it] 85%|████████▍ | 16935/20000 [20:16:40<3:30:21, 4.12s/it] 85%|████████▍ | 16936/20000 [20:16:44<3:22:11, 3.96s/it] 85%|████████▍ | 16937/20000 [20:16:47<3:14:08, 3.80s/it] 85%|████████▍ | 16938/20000 [20:16:50<3:06:21, 3.65s/it] 85%|████████▍ | 16939/20000 [20:16:54<2:59:32, 3.52s/it] 85%|████████▍ | 16940/20000 [20:16:57<2:53:00, 3.39s/it] 85%|████████▍ | 16941/20000 [20:17:00<2:45:19, 3.24s/it] 85%|████████▍ | 16942/20000 [20:17:02<2:37:49, 3.10s/it] 85%|████████▍ | 16943/20000 [20:17:05<2:29:55, 2.94s/it] 85%|████████▍ | 16944/20000 [20:17:07<2:20:39, 2.76s/it] 85%|████████▍ | 16945/20000 [20:17:09<2:06:02, 2.48s/it] 85%|████████▍ | 16946/20000 [20:17:18<3:38:40, 4.30s/it] 85%|████████▍ | 16947/20000 [20:17:24<4:03:39, 4.79s/it] 85%|████████▍ | 16948/20000 [20:17:29<4:10:04, 4.92s/it] 85%|████████▍ | 16949/20000 [20:17:34<4:07:41, 4.87s/it] 85%|████████▍ | 16950/20000 [20:17:38<4:01:35, 4.75s/it] 85%|████████▍ | 16951/20000 [20:17:42<3:54:31, 4.62s/it] 85%|████████▍ | 16952/20000 [20:17:46<3:45:46, 4.44s/it] 85%|████████▍ | 16953/20000 [20:17:50<3:37:09, 4.28s/it] 85%|████████▍ | 16954/20000 [20:17:54<3:29:28, 4.13s/it] 85%|████████▍ | 16955/20000 [20:17:58<3:21:35, 3.97s/it] 85%|████████▍ | 16956/20000 [20:18:01<3:13:58, 3.82s/it] 85%|████████▍ | 16957/20000 [20:18:05<3:06:53, 3.69s/it] 85%|████████▍ | 16958/20000 [20:18:08<2:59:31, 3.54s/it] 85%|████████▍ | 16959/20000 [20:18:11<2:53:01, 3.41s/it] 85%|████████▍ | 16960/20000 [20:18:14<2:45:18, 3.26s/it] 85%|████████▍ | 16961/20000 [20:18:16<2:37:27, 3.11s/it] 85%|████████▍ | 16962/20000 [20:18:19<2:29:16, 2.95s/it] 85%|████████▍ | 16963/20000 [20:18:21<2:19:36, 2.76s/it] 85%|████████▍ | 16964/20000 [20:18:23<2:03:24, 2.44s/it] 85%|████████▍ | 16965/20000 [20:18:31<3:27:10, 4.10s/it] 85%|████████▍ | 16966/20000 [20:18:37<3:52:46, 4.60s/it] 85%|████████▍ | 16967/20000 [20:18:42<4:01:50, 4.78s/it] 85%|████████▍ | 16968/20000 [20:18:47<4:01:59, 4.79s/it] 85%|████████▍ | 16969/20000 [20:18:51<3:58:20, 4.72s/it] 85%|████████▍ | 16970/20000 [20:18:56<3:52:14, 4.60s/it] 85%|████████▍ | 16971/20000 [20:19:00<3:44:00, 4.44s/it] 85%|████████▍ | 16972/20000 [20:19:04<3:35:52, 4.28s/it] 85%|████████▍ | 16973/20000 [20:19:07<3:27:57, 4.12s/it] 85%|████████▍ | 16974/20000 [20:19:11<3:20:21, 3.97s/it] 85%|████████▍ | 16975/20000 [20:19:14<3:12:02, 3.81s/it] 85%|████████▍ | 16976/20000 [20:19:18<3:04:40, 3.66s/it] 85%|████████▍ | 16977/20000 [20:19:21<2:57:46, 3.53s/it] 85%|████████▍ | 16978/20000 [20:19:24<2:51:11, 3.40s/it] 85%|████████▍ | 16979/20000 [20:19:27<2:44:12, 3.26s/it] 85%|████████▍ | 16980/20000 [20:19:30<2:36:29, 3.11s/it] 85%|████████▍ | 16981/20000 [20:19:32<2:28:29, 2.95s/it] 85%|████████▍ | 16982/20000 [20:19:35<2:19:04, 2.76s/it] 85%|████████▍ | 16983/20000 [20:19:36<2:03:14, 2.45s/it] 85%|████████▍ | 16984/20000 [20:19:44<3:23:59, 4.06s/it] 85%|████████▍ | 16985/20000 [20:19:50<3:53:01, 4.64s/it] 85%|████████▍ | 16986/20000 [20:19:55<4:02:06, 4.82s/it] 85%|████████▍ | 16987/20000 [20:20:00<4:01:33, 4.81s/it] 85%|████████▍ | 16988/20000 [20:20:05<3:57:21, 4.73s/it] 85%|████████▍ | 16989/20000 [20:20:09<3:51:56, 4.62s/it] 85%|████████▍ | 16990/20000 [20:20:13<3:43:31, 4.46s/it] 85%|████████▍ | 16991/20000 [20:20:17<3:35:02, 4.29s/it] 85%|████████▍ | 16992/20000 [20:20:21<3:27:21, 4.14s/it] 85%|████████▍ | 16993/20000 [20:20:25<3:19:30, 3.98s/it] 85%|████████▍ | 16994/20000 [20:20:28<3:11:59, 3.83s/it] 85%|████████▍ | 16995/20000 [20:20:31<3:05:03, 3.70s/it] 85%|████████▍ | 16996/20000 [20:20:35<2:58:23, 3.56s/it] 85%|████████▍ | 16997/20000 [20:20:38<2:52:38, 3.45s/it] 85%|████████▍ | 16998/20000 [20:20:41<2:45:35, 3.31s/it] 85%|████████▍ | 16999/20000 [20:20:44<2:38:16, 3.16s/it] 85%|████████▌ | 17000/20000 [20:20:46<2:30:14, 3.00s/it] 85%|████████▌ | 17000/20000 [20:20:46<2:30:14, 3.00s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09566177427768707, 'eval_wer': 0.07323881258307488, 'eval_runtime': 64.1104, 'eval_samples_per_second': 28.966, 'eval_steps_per_second': 1.217, 'epoch': 211.54} {'loss': 0.002, 'learning_rate': 7.705128205128205e-05, 'epoch': 217.95} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:24, 3.16it/s][A 4%|▍ | 3/78 [00:01<00:33, 2.26it/s][A 5%|▌ | 4/78 [00:01<00:37, 1.97it/s][A 6%|▋ | 5/78 [00:02<00:41, 1.76it/s][A 8%|▊ | 6/78 [00:03<00:47, 1.53it/s][A 9%|▉ | 7/78 [00:04<00:52, 1.36it/s][A 10%|█ | 8/78 [00:05<00:55, 1.26it/s][A 12%|█▏ | 9/78 [00:06<00:57, 1.20it/s][A 13%|█▎ | 10/78 [00:06<00:55, 1.22it/s][A 14%|█▍ | 11/78 [00:07<00:53, 1.26it/s][A 15%|█▌ | 12/78 [00:08<00:50, 1.31it/s][A 17%|█▋ | 13/78 [00:08<00:47, 1.38it/s][A 18%|█▊ | 14/78 [00:09<00:48, 1.33it/s][A 19%|█▉ | 15/78 [00:10<00:49, 1.27it/s][A 21%|██ | 16/78 [00:11<00:50, 1.23it/s][A 22%|██▏ | 17/78 [00:12<00:49, 1.22it/s][A 23%|██▎ | 18/78 [00:13<00:52, 1.14it/s][A 24%|██▍ | 19/78 [00:14<00:50, 1.16it/s][A 26%|██▌ | 20/78 [00:14<00:46, 1.26it/s][A 27%|██▋ | 21/78 [00:15<00:46, 1.22it/s][A 28%|██▊ | 22/78 [00:16<00:43, 1.29it/s][A 29%|██▉ | 23/78 [00:17<00:41, 1.33it/s][A 31%|███ | 24/78 [00:17<00:41, 1.31it/s][A 32%|███▏ | 25/78 [00:18<00:38, 1.37it/s][A 33%|███▎ | 26/78 [00:19<00:36, 1.41it/s][A 35%|███▍ | 27/78 [00:19<00:35, 1.43it/s][A 36%|███▌ | 28/78 [00:20<00:36, 1.38it/s][A 37%|███▋ | 29/78 [00:21<00:33, 1.46it/s][A 38%|███▊ | 30/78 [00:22<00:35, 1.36it/s][A 40%|███▉ | 31/78 [00:22<00:33, 1.41it/s][A 41%|████ | 32/78 [00:23<00:32, 1.44it/s][A 42%|████▏ | 33/78 [00:24<00:30, 1.46it/s][A 44%|████▎ | 34/78 [00:24<00:29, 1.50it/s][A 45%|████▍ | 35/78 [00:25<00:28, 1.53it/s][A 46%|████▌ | 36/78 [00:25<00:27, 1.54it/s][A 47%|████▋ | 37/78 [00:26<00:28, 1.46it/s][A 49%|████▊ | 38/78 [00:27<00:28, 1.42it/s][A 50%|█████ | 39/78 [00:28<00:30, 1.26it/s][A 51%|█████▏ | 40/78 [00:29<00:30, 1.24it/s][A 53%|█████▎ | 41/78 [00:30<00:32, 1.13it/s][A 54%|█████▍ | 42/78 [00:31<00:30, 1.16it/s][A 55%|█████▌ | 43/78 [00:32<00:30, 1.15it/s][A 56%|█████▋ | 44/78 [00:32<00:29, 1.16it/s][A 58%|█████▊ | 45/78 [00:33<00:27, 1.20it/s][A 59%|█████▉ | 46/78 [00:34<00:30, 1.05it/s][A 60%|██████ | 47/78 [00:35<00:26, 1.15it/s][A 62%|██████▏ | 48/78 [00:36<00:24, 1.23it/s][A 63%|██████▎ | 49/78 [00:36<00:21, 1.34it/s][A 64%|██████▍ | 50/78 [00:37<00:20, 1.36it/s][A 65%|██████▌ | 51/78 [00:38<00:18, 1.45it/s][A 67%|██████▋ | 52/78 [00:38<00:17, 1.47it/s][A 68%|██████▊ | 53/78 [00:39<00:16, 1.47it/s][A 69%|██████▉ | 54/78 [00:40<00:17, 1.39it/s][A 71%|███████ | 55/78 [00:41<00:17, 1.35it/s][A 72%|███████▏ | 56/78 [00:41<00:16, 1.34it/s][A 73%|███████▎ | 57/78 [00:43<00:18, 1.13it/s][A 74%|███████▍ | 58/78 [00:43<00:17, 1.14it/s][A 76%|███████▌ | 59/78 [00:44<00:17, 1.11it/s][A 77%|███████▋ | 60/78 [00:45<00:15, 1.18it/s][A 78%|███████▊ | 61/78 [00:46<00:14, 1.21it/s][A 79%|███████▉ | 62/78 [00:47<00:13, 1.22it/s][A 81%|████████ | 63/78 [00:47<00:12, 1.24it/s][A 82%|████████▏ | 64/78 [00:48<00:11, 1.24it/s][A 83%|████████▎ | 65/78 [00:49<00:10, 1.25it/s][A 85%|████████▍ | 66/78 [00:50<00:09, 1.29it/s][A 86%|████████▌ | 67/78 [00:51<00:08, 1.28it/s][A 87%|████████▋ | 68/78 [00:51<00:07, 1.29it/s][A 88%|████████▊ | 69/78 [00:52<00:06, 1.30it/s][A 90%|████████▉ | 70/78 [00:53<00:06, 1.24it/s][A 91%|█████████ | 71/78 [00:54<00:05, 1.30it/s][A 92%|█████████▏| 72/78 [00:54<00:04, 1.32it/s][A 94%|█████████▎| 73/78 [00:55<00:03, 1.29it/s][A 95%|█████████▍| 74/78 [00:56<00:03, 1.28it/s][A 96%|█████████▌| 75/78 [00:57<00:02, 1.29it/s][A 97%|█████████▋| 76/78 [00:58<00:01, 1.28it/s][A 99%|█████████▊| 77/78 [00:58<00:00, 1.34it/s][A 100%|██████████| 78/78 [00:58<00:00, 1.67it/s][A [A 85%|████████▌ | 17000/20000 [20:21:47<2:30:14, 3.00s/it] 100%|██████████| 78/78 [01:00<00:00, 1.67it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-17000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-17000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-17000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-17000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-16500] due to args.save_total_limit 85%|████████▌ | 17001/20000 [20:22:01<20:28:44, 24.58s/it] 85%|████████▌ | 17002/20000 [20:22:03<14:47:16, 17.76s/it] 85%|████████▌ | 17003/20000 [20:22:08<11:41:53, 14.05s/it] 85%|████████▌ | 17004/20000 [20:22:11<8:51:19, 10.64s/it] 85%|████████▌ | 17005/20000 [20:22:21<8:40:18, 10.42s/it] 85%|████████▌ | 17006/20000 [20:22:27<7:36:20, 9.15s/it] 85%|████████▌ | 17007/20000 [20:22:33<6:40:49, 8.04s/it] 85%|████████▌ | 17008/20000 [20:22:38<5:55:38, 7.13s/it] 85%|████████▌ | 17009/20000 [20:22:42<5:20:26, 6.43s/it] 85%|████████▌ | 17010/20000 [20:22:47<4:52:08, 5.86s/it] 85%|████████▌ | 17011/20000 [20:22:51<4:29:33, 5.41s/it] 85%|████████▌ | 17012/20000 [20:22:56<4:11:25, 5.05s/it] 85%|████████▌ | 17013/20000 [20:23:00<3:56:15, 4.75s/it] 85%|████████▌ | 17014/20000 [20:23:03<3:43:14, 4.49s/it] 85%|████████▌ | 17015/20000 [20:23:07<3:27:49, 4.18s/it] 85%|████████▌ | 17016/20000 [20:23:10<3:15:26, 3.93s/it] 85%|████████▌ | 17017/20000 [20:23:14<3:04:47, 3.72s/it] 85%|████████▌ | 17018/20000 [20:23:17<2:56:21, 3.55s/it] 85%|████████▌ | 17019/20000 [20:23:20<2:47:10, 3.36s/it] 85%|████████▌ | 17020/20000 [20:23:22<2:38:35, 3.19s/it] 85%|████████▌ | 17021/20000 [20:23:25<2:29:26, 3.01s/it] 85%|████████▌ | 17022/20000 [20:23:27<2:19:24, 2.81s/it] 85%|████████▌ | 17023/20000 [20:23:29<2:03:30, 2.49s/it] 85%|████████▌ | 17024/20000 [20:23:37<3:23:42, 4.11s/it] 85%|████████▌ | 17025/20000 [20:23:43<3:51:28, 4.67s/it] 85%|████████▌ | 17026/20000 [20:23:48<4:00:01, 4.84s/it] 85%|████████▌ | 17027/20000 [20:23:53<3:59:00, 4.82s/it] 85%|████████▌ | 17028/20000 [20:23:57<3:54:16, 4.73s/it] 85%|████████▌ | 17029/20000 [20:24:02<3:48:21, 4.61s/it] 85%|████████▌ | 17030/20000 [20:24:06<3:40:16, 4.45s/it] 85%|████████▌ | 17031/20000 [20:24:10<3:32:45, 4.30s/it] 85%|████████▌ | 17032/20000 [20:24:14<3:25:27, 4.15s/it] 85%|████████▌ | 17033/20000 [20:24:17<3:17:35, 4.00s/it] 85%|████████▌ | 17034/20000 [20:24:21<3:10:15, 3.85s/it] 85%|████████▌ | 17035/20000 [20:24:24<3:02:32, 3.69s/it] 85%|████████▌ | 17036/20000 [20:24:27<2:55:24, 3.55s/it] 85%|████████▌ | 17037/20000 [20:24:30<2:49:20, 3.43s/it] 85%|████████▌ | 17038/20000 [20:24:33<2:41:59, 3.28s/it] 85%|████████▌ | 17039/20000 [20:24:36<2:34:34, 3.13s/it] 85%|████████▌ | 17040/20000 [20:24:39<2:25:55, 2.96s/it] 85%|████████▌ | 17041/20000 [20:24:41<2:16:01, 2.76s/it] 85%|████████▌ | 17042/20000 [20:24:43<2:00:27, 2.44s/it] 85%|████████▌ | 17043/20000 [20:24:51<3:21:30, 4.09s/it] 85%|████████▌ | 17044/20000 [20:24:56<3:46:56, 4.61s/it] 85%|████████▌ | 17045/20000 [20:25:02<3:54:29, 4.76s/it] 85%|████████▌ | 17046/20000 [20:25:06<3:54:48, 4.77s/it] 85%|████████▌ | 17047/20000 [20:25:11<3:51:06, 4.70s/it] 85%|████████▌ | 17048/20000 [20:25:15<3:45:18, 4.58s/it] 85%|████████▌ | 17049/20000 [20:25:19<3:37:00, 4.41s/it] 85%|████████▌ | 17050/20000 [20:25:23<3:28:56, 4.25s/it] 85%|████████▌ | 17051/20000 [20:25:27<3:21:41, 4.10s/it] 85%|████████▌ | 17052/20000 [20:25:30<3:14:02, 3.95s/it] 85%|████████▌ | 17053/20000 [20:25:34<3:06:18, 3.79s/it] 85%|████████▌ | 17054/20000 [20:25:37<2:59:12, 3.65s/it] 85%|████████▌ | 17055/20000 [20:25:40<2:53:15, 3.53s/it] 85%|████████▌ | 17056/20000 [20:25:44<2:46:39, 3.40s/it] 85%|████████▌ | 17057/20000 [20:25:46<2:39:21, 3.25s/it] 85%|████████▌ | 17058/20000 [20:25:49<2:31:49, 3.10s/it] 85%|████████▌ | 17059/20000 [20:25:52<2:24:51, 2.96s/it] 85%|████████▌ | 17060/20000 [20:25:54<2:15:37, 2.77s/it] 85%|████████▌ | 17061/20000 [20:25:56<2:00:33, 2.46s/it] 85%|████████▌ | 17062/20000 [20:26:04<3:25:41, 4.20s/it] 85%|████████▌ | 17063/20000 [20:26:10<3:48:40, 4.67s/it] 85%|████████▌ | 17064/20000 [20:26:15<3:54:31, 4.79s/it] 85%|████████▌ | 17065/20000 [20:26:20<3:52:17, 4.75s/it] 85%|████████▌ | 17066/20000 [20:26:24<3:47:15, 4.65s/it] 85%|████████▌ | 17067/20000 [20:26:28<3:40:50, 4.52s/it] 85%|████████▌ | 17068/20000 [20:26:32<3:32:55, 4.36s/it] 85%|████████▌ | 17069/20000 [20:26:36<3:25:21, 4.20s/it] 85%|████████▌ | 17070/20000 [20:26:40<3:18:10, 4.06s/it] 85%|████████▌ | 17071/20000 [20:26:43<3:10:45, 3.91s/it] 85%|████████▌ | 17072/20000 [20:26:47<3:03:52, 3.77s/it] 85%|████████▌ | 17073/20000 [20:26:50<2:57:19, 3.64s/it] 85%|████████▌ | 17074/20000 [20:26:53<2:51:13, 3.51s/it] 85%|████████▌ | 17075/20000 [20:26:56<2:45:03, 3.39s/it] 85%|████████▌ | 17076/20000 [20:26:59<2:38:11, 3.25s/it] 85%|████████▌ | 17077/20000 [20:27:02<2:31:12, 3.10s/it] 85%|████████▌ | 17078/20000 [20:27:05<2:23:55, 2.96s/it] 85%|████████▌ | 17079/20000 [20:27:07<2:14:42, 2.77s/it] 85%|████████▌ | 17080/20000 [20:27:09<2:00:13, 2.47s/it] 85%|████████▌ | 17081/20000 [20:27:14<2:38:52, 3.27s/it] 85%|████████▌ | 17082/20000 [20:27:17<2:27:59, 3.04s/it] 85%|████████▌ | 17083/20000 [20:27:26<3:56:00, 4.85s/it] 85%|████████▌ | 17084/20000 [20:27:31<4:07:39, 5.10s/it] 85%|████████▌ | 17085/20000 [20:27:36<4:06:48, 5.08s/it] 85%|████████▌ | 17086/20000 [20:27:41<4:02:08, 4.99s/it] 85%|████████▌ | 17087/20000 [20:27:46<3:54:52, 4.84s/it] 85%|████████▌ | 17088/20000 [20:27:50<3:48:22, 4.71s/it] 85%|████████▌ | 17089/20000 [20:27:54<3:39:47, 4.53s/it] 85%|████████▌ | 17090/20000 [20:27:58<3:32:04, 4.37s/it] 85%|████████▌ | 17091/20000 [20:28:02<3:24:51, 4.23s/it] 85%|████████▌ | 17092/20000 [20:28:06<3:17:35, 4.08s/it] 85%|████████▌ | 17093/20000 [20:28:09<3:10:13, 3.93s/it] 85%|████████▌ | 17094/20000 [20:28:13<3:02:56, 3.78s/it] 85%|████████▌ | 17095/20000 [20:28:16<2:56:42, 3.65s/it] 85%|████████▌ | 17096/20000 [20:28:19<2:50:36, 3.53s/it] 85%|████████▌ | 17097/20000 [20:28:22<2:44:01, 3.39s/it] 85%|████████▌ | 17098/20000 [20:28:25<2:36:24, 3.23s/it] 85%|████████▌ | 17099/20000 [20:28:28<2:28:37, 3.07s/it] 86%|████████▌ | 17100/20000 [20:28:30<2:18:31, 2.87s/it] 86%|████████▌ | 17101/20000 [20:28:32<2:04:08, 2.57s/it] 86%|████████▌ | 17102/20000 [20:28:41<3:35:47, 4.47s/it] 86%|████████▌ | 17103/20000 [20:28:47<4:02:32, 5.02s/it] 86%|████████▌ | 17104/20000 [20:28:53<4:05:55, 5.10s/it] 86%|████████▌ | 17105/20000 [20:28:57<4:01:31, 5.01s/it] 86%|████████▌ | 17106/20000 [20:29:02<3:55:12, 4.88s/it] 86%|████████▌ | 17107/20000 [20:29:06<3:47:13, 4.71s/it] 86%|████████▌ | 17108/20000 [20:29:10<3:38:16, 4.53s/it] 86%|████████▌ | 17109/20000 [20:29:14<3:29:03, 4.34s/it] 86%|████████▌ | 17110/20000 [20:29:18<3:20:30, 4.16s/it] 86%|████████▌ | 17111/20000 [20:29:22<3:12:19, 3.99s/it] 86%|████████▌ | 17112/20000 [20:29:25<3:04:36, 3.84s/it] 86%|████████▌ | 17113/20000 [20:29:29<2:57:20, 3.69s/it] 86%|████████▌ | 17114/20000 [20:29:32<2:50:24, 3.54s/it] 86%|████████▌ | 17115/20000 [20:29:35<2:43:47, 3.41s/it] 86%|████████▌ | 17116/20000 [20:29:38<2:36:19, 3.25s/it] 86%|████████▌ | 17117/20000 [20:29:40<2:28:55, 3.10s/it] 86%|████████▌ | 17118/20000 [20:29:43<2:21:08, 2.94s/it] 86%|████████▌ | 17119/20000 [20:29:45<2:12:17, 2.76s/it] 86%|████████▌ | 17120/20000 [20:29:47<1:57:34, 2.45s/it] 86%|████████▌ | 17121/20000 [20:29:55<3:15:12, 4.07s/it] 86%|████████▌ | 17122/20000 [20:30:01<3:40:11, 4.59s/it] 86%|████████▌ | 17123/20000 [20:30:06<3:49:16, 4.78s/it] 86%|████████▌ | 17124/20000 [20:30:11<3:48:34, 4.77s/it] 86%|████████▌ | 17125/20000 [20:30:15<3:43:52, 4.67s/it] 86%|████████▌ | 17126/20000 [20:30:19<3:38:13, 4.56s/it] 86%|████████▌ | 17127/20000 [20:30:23<3:30:30, 4.40s/it] 86%|████████▌ | 17128/20000 [20:30:27<3:23:34, 4.25s/it] 86%|████████▌ | 17129/20000 [20:30:31<3:16:03, 4.10s/it] 86%|████████▌ | 17130/20000 [20:30:35<3:08:44, 3.95s/it] 86%|████████▌ | 17131/20000 [20:30:38<3:01:48, 3.80s/it] 86%|████████▌ | 17132/20000 [20:30:41<2:55:01, 3.66s/it] 86%|████████▌ | 17133/20000 [20:30:45<2:48:58, 3.54s/it] 86%|████████▌ | 17134/20000 [20:30:48<2:42:29, 3.40s/it] 86%|████████▌ | 17135/20000 [20:30:51<2:35:44, 3.26s/it] 86%|████████▌ | 17136/20000 [20:30:54<2:28:25, 3.11s/it] 86%|████████▌ | 17137/20000 [20:30:56<2:21:06, 2.96s/it] 86%|████████▌ | 17138/20000 [20:30:58<2:12:29, 2.78s/it] 86%|████████▌ | 17139/20000 [20:31:00<1:57:01, 2.45s/it] 86%|████████▌ | 17140/20000 [20:31:08<3:14:23, 4.08s/it] 86%|████████▌ | 17141/20000 [20:31:14<3:40:02, 4.62s/it] 86%|████████▌ | 17142/20000 [20:31:19<3:47:57, 4.79s/it] 86%|████████▌ | 17143/20000 [20:31:24<3:47:56, 4.79s/it] 86%|████████▌ | 17144/20000 [20:31:28<3:43:39, 4.70s/it] 86%|████████▌ | 17145/20000 [20:31:33<3:37:42, 4.58s/it] 86%|████████▌ | 17146/20000 [20:31:37<3:29:43, 4.41s/it] 86%|████████▌ | 17147/20000 [20:31:41<3:22:03, 4.25s/it] 86%|████████▌ | 17148/20000 [20:31:44<3:15:01, 4.10s/it] 86%|████████▌ | 17149/20000 [20:31:48<3:08:17, 3.96s/it] 86%|████████▌ | 17150/20000 [20:31:51<3:01:09, 3.81s/it] 86%|████████▌ | 17151/20000 [20:31:55<2:54:37, 3.68s/it] 86%|████████▌ | 17152/20000 [20:31:58<2:48:17, 3.55s/it] 86%|████████▌ | 17153/20000 [20:32:01<2:42:03, 3.42s/it] 86%|████████▌ | 17154/20000 [20:32:04<2:35:19, 3.27s/it] 86%|████████▌ | 17155/20000 [20:32:07<2:28:37, 3.13s/it] 86%|████████▌ | 17156/20000 [20:32:10<2:21:26, 2.98s/it] 86%|████████▌ | 17157/20000 [20:32:12<2:12:02, 2.79s/it] 86%|████████▌ | 17158/20000 [20:32:14<1:57:06, 2.47s/it] 86%|████████▌ | 17159/20000 [20:32:19<2:40:52, 3.40s/it] 86%|████████▌ | 17160/20000 [20:32:22<2:30:15, 3.17s/it] 86%|████████▌ | 17161/20000 [20:32:31<3:56:28, 5.00s/it] 86%|████████▌ | 17162/20000 [20:32:37<4:06:53, 5.22s/it] 86%|████████▌ | 17163/20000 [20:32:42<4:05:16, 5.19s/it] 86%|████████▌ | 17164/20000 [20:32:47<3:59:00, 5.06s/it] 86%|████████▌ | 17165/20000 [20:32:51<3:50:25, 4.88s/it] 86%|████████▌ | 17166/20000 [20:32:55<3:41:20, 4.69s/it] 86%|████████▌ | 17167/20000 [20:32:59<3:31:56, 4.49s/it] 86%|████████▌ | 17168/20000 [20:33:03<3:23:03, 4.30s/it] 86%|████████▌ | 17169/20000 [20:33:07<3:14:33, 4.12s/it] 86%|████████▌ | 17170/20000 [20:33:11<3:06:41, 3.96s/it] 86%|████████▌ | 17171/20000 [20:33:14<2:58:51, 3.79s/it] 86%|████████▌ | 17172/20000 [20:33:17<2:52:13, 3.65s/it] 86%|████████▌ | 17173/20000 [20:33:20<2:45:47, 3.52s/it] 86%|████████▌ | 17174/20000 [20:33:24<2:39:32, 3.39s/it] 86%|████████▌ | 17175/20000 [20:33:26<2:32:10, 3.23s/it] 86%|████████▌ | 17176/20000 [20:33:29<2:25:14, 3.09s/it] 86%|████████▌ | 17177/20000 [20:33:32<2:17:41, 2.93s/it] 86%|████████▌ | 17178/20000 [20:33:34<2:08:33, 2.73s/it] 86%|████████▌ | 17179/20000 [20:33:36<1:53:44, 2.42s/it] 86%|████████▌ | 17180/20000 [20:33:44<3:10:24, 4.05s/it] 86%|████████▌ | 17181/20000 [20:33:49<3:35:47, 4.59s/it] 86%|████████▌ | 17182/20000 [20:33:55<3:43:26, 4.76s/it] 86%|████████▌ | 17183/20000 [20:33:59<3:43:24, 4.76s/it] 86%|████████▌ | 17184/20000 [20:34:04<3:38:56, 4.67s/it] 86%|████████▌ | 17185/20000 [20:34:08<3:32:46, 4.54s/it] 86%|████████▌ | 17186/20000 [20:34:12<3:24:37, 4.36s/it] 86%|████████▌ | 17187/20000 [20:34:16<3:17:33, 4.21s/it] 86%|████████▌ | 17188/20000 [20:34:19<3:09:53, 4.05s/it] 86%|████████▌ | 17189/20000 [20:34:23<3:02:58, 3.91s/it] 86%|████████▌ | 17190/20000 [20:34:27<2:59:00, 3.82s/it] 86%|████████▌ | 17191/20000 [20:34:30<2:54:53, 3.74s/it] 86%|████████▌ | 17192/20000 [20:34:34<2:51:09, 3.66s/it] 86%|████████▌ | 17193/20000 [20:34:37<2:44:03, 3.51s/it] 86%|████████▌ | 17194/20000 [20:34:40<2:35:49, 3.33s/it] 86%|████████▌ | 17195/20000 [20:34:43<2:27:46, 3.16s/it] 86%|████████▌ | 17196/20000 [20:34:45<2:19:48, 2.99s/it] 86%|████████▌ | 17197/20000 [20:34:47<2:10:18, 2.79s/it] 86%|████████▌ | 17198/20000 [20:34:49<1:55:22, 2.47s/it] 86%|████████▌ | 17199/20000 [20:34:57<3:13:42, 4.15s/it] 86%|████████▌ | 17200/20000 [20:35:03<3:36:17, 4.63s/it] 86%|████████▌ | 17201/20000 [20:35:08<3:44:00, 4.80s/it] 86%|████████▌ | 17202/20000 [20:35:13<3:44:07, 4.81s/it] 86%|████████▌ | 17203/20000 [20:35:18<3:39:55, 4.72s/it] 86%|████████▌ | 17204/20000 [20:35:22<3:35:08, 4.62s/it] 86%|████████▌ | 17205/20000 [20:35:26<3:28:54, 4.48s/it] 86%|████████▌ | 17206/20000 [20:35:30<3:20:55, 4.31s/it] 86%|████████▌ | 17207/20000 [20:35:34<3:13:18, 4.15s/it] 86%|████████▌ | 17208/20000 [20:35:37<3:06:11, 4.00s/it] 86%|████████▌ | 17209/20000 [20:35:41<2:59:09, 3.85s/it] 86%|████████▌ | 17210/20000 [20:35:44<2:52:00, 3.70s/it] 86%|████████▌ | 17211/20000 [20:35:47<2:45:15, 3.56s/it] 86%|████████▌ | 17212/20000 [20:35:51<2:39:45, 3.44s/it] 86%|████████▌ | 17213/20000 [20:35:54<2:32:47, 3.29s/it] 86%|████████▌ | 17214/20000 [20:35:56<2:25:27, 3.13s/it] 86%|████████▌ | 17215/20000 [20:35:59<2:18:15, 2.98s/it] 86%|████████▌ | 17216/20000 [20:36:01<2:09:32, 2.79s/it] 86%|████████▌ | 17217/20000 [20:36:03<1:55:48, 2.50s/it] 86%|████████▌ | 17218/20000 [20:36:11<3:16:42, 4.24s/it] 86%|████████▌ | 17219/20000 [20:36:17<3:39:58, 4.75s/it] 86%|████████▌ | 17220/20000 [20:36:23<3:47:12, 4.90s/it] 86%|████████▌ | 17221/20000 [20:36:28<3:46:28, 4.89s/it] 86%|████████▌ | 17222/20000 [20:36:32<3:40:54, 4.77s/it] 86%|████████▌ | 17223/20000 [20:36:36<3:34:06, 4.63s/it] 86%|████████▌ | 17224/20000 [20:36:40<3:25:36, 4.44s/it] 86%|████████▌ | 17225/20000 [20:36:44<3:17:24, 4.27s/it] 86%|████████▌ | 17226/20000 [20:36:48<3:10:21, 4.12s/it] 86%|████████▌ | 17227/20000 [20:36:52<3:02:49, 3.96s/it] 86%|████████▌ | 17228/20000 [20:36:55<2:55:54, 3.81s/it] 86%|████████▌ | 17229/20000 [20:36:58<2:49:18, 3.67s/it] 86%|████████▌ | 17230/20000 [20:37:02<2:43:01, 3.53s/it] 86%|████████▌ | 17231/20000 [20:37:05<2:37:45, 3.42s/it] 86%|████████▌ | 17232/20000 [20:37:08<2:31:13, 3.28s/it] 86%|████████▌ | 17233/20000 [20:37:10<2:24:10, 3.13s/it] 86%|████████▌ | 17234/20000 [20:37:13<2:16:41, 2.97s/it] 86%|████████▌ | 17235/20000 [20:37:15<2:07:58, 2.78s/it] 86%|████████▌ | 17236/20000 [20:37:17<1:54:07, 2.48s/it] 86%|████████▌ | 17237/20000 [20:37:22<2:32:00, 3.30s/it] 86%|████████▌ | 17238/20000 [20:37:25<2:24:47, 3.15s/it] 86%|████████▌ | 17239/20000 [20:37:35<3:56:20, 5.14s/it] 86%|████████▌ | 17240/20000 [20:37:41<4:11:15, 5.46s/it] 86%|████████▌ | 17241/20000 [20:37:47<4:11:44, 5.47s/it] 86%|████████▌ | 17242/20000 [20:37:52<4:06:11, 5.36s/it] 86%|████████▌ | 17243/20000 [20:37:56<3:57:34, 5.17s/it] 86%|████████▌ | 17244/20000 [20:38:01<3:48:03, 4.97s/it] 86%|████████▌ | 17245/20000 [20:38:05<3:37:23, 4.73s/it] 86%|████████▌ | 17246/20000 [20:38:09<3:25:03, 4.47s/it] 86%|████████▌ | 17247/20000 [20:38:13<3:14:26, 4.24s/it] 86%|████████▌ | 17248/20000 [20:38:16<3:04:55, 4.03s/it] 86%|████████▌ | 17249/20000 [20:38:20<2:56:16, 3.84s/it] 86%|████████▋ | 17250/20000 [20:38:23<2:49:18, 3.69s/it] 86%|████████▋ | 17251/20000 [20:38:26<2:42:17, 3.54s/it] 86%|████████▋ | 17252/20000 [20:38:29<2:35:59, 3.41s/it] 86%|████████▋ | 17253/20000 [20:38:32<2:29:10, 3.26s/it] 86%|████████▋ | 17254/20000 [20:38:35<2:22:35, 3.12s/it] 86%|████████▋ | 17255/20000 [20:38:38<2:15:10, 2.95s/it] 86%|████████▋ | 17256/20000 [20:38:40<2:06:40, 2.77s/it] 86%|████████▋ | 17257/20000 [20:38:42<1:52:38, 2.46s/it] 86%|████████▋ | 17258/20000 [20:38:50<3:08:52, 4.13s/it] 86%|████████▋ | 17259/20000 [20:38:55<3:32:00, 4.64s/it] 86%|████████▋ | 17260/20000 [20:39:01<3:38:20, 4.78s/it] 86%|████████▋ | 17261/20000 [20:39:05<3:37:26, 4.76s/it] 86%|████████▋ | 17262/20000 [20:39:10<3:32:53, 4.67s/it] 86%|████████▋ | 17263/20000 [20:39:14<3:27:32, 4.55s/it] 86%|████████▋ | 17264/20000 [20:39:18<3:20:02, 4.39s/it] 86%|████████▋ | 17265/20000 [20:39:22<3:12:43, 4.23s/it] 86%|████████▋ | 17266/20000 [20:39:26<3:05:43, 4.08s/it] 86%|████████▋ | 17267/20000 [20:39:29<2:58:51, 3.93s/it] 86%|████████▋ | 17268/20000 [20:39:33<2:52:07, 3.78s/it] 86%|████████▋ | 17269/20000 [20:39:36<2:46:12, 3.65s/it] 86%|████████▋ | 17270/20000 [20:39:39<2:40:21, 3.52s/it] 86%|████████▋ | 17271/20000 [20:39:42<2:34:43, 3.40s/it] 86%|████████▋ | 17272/20000 [20:39:45<2:28:16, 3.26s/it] 86%|████████▋ | 17273/20000 [20:39:48<2:21:03, 3.10s/it] 86%|████████▋ | 17274/20000 [20:39:51<2:13:24, 2.94s/it] 86%|████████▋ | 17275/20000 [20:39:53<2:04:45, 2.75s/it] 86%|████████▋ | 17276/20000 [20:39:55<1:51:29, 2.46s/it] 86%|████████▋ | 17277/20000 [20:40:03<3:09:58, 4.19s/it] 86%|████████▋ | 17278/20000 [20:40:09<3:30:21, 4.64s/it] 86%|████████▋ | 17279/20000 [20:40:14<3:36:26, 4.77s/it] 86%|████████▋ | 17280/20000 [20:40:18<3:36:11, 4.77s/it] 86%|████████▋ | 17281/20000 [20:40:23<3:32:16, 4.68s/it] 86%|████████▋ | 17282/20000 [20:40:27<3:26:21, 4.56s/it] 86%|████████▋ | 17283/20000 [20:40:31<3:19:03, 4.40s/it] 86%|████████▋ | 17284/20000 [20:40:35<3:11:56, 4.24s/it] 86%|████████▋ | 17285/20000 [20:40:39<3:05:09, 4.09s/it] 86%|████████▋ | 17286/20000 [20:40:42<2:57:55, 3.93s/it] 86%|████████▋ | 17287/20000 [20:40:46<2:51:00, 3.78s/it] 86%|████████▋ | 17288/20000 [20:40:49<2:44:44, 3.64s/it] 86%|████████▋ | 17289/20000 [20:40:52<2:38:59, 3.52s/it] 86%|████████▋ | 17290/20000 [20:40:55<2:33:03, 3.39s/it] 86%|████████▋ | 17291/20000 [20:40:58<2:26:45, 3.25s/it] 86%|████████▋ | 17292/20000 [20:41:01<2:20:11, 3.11s/it] 86%|████████▋ | 17293/20000 [20:41:04<2:13:13, 2.95s/it] 86%|████████▋ | 17294/20000 [20:41:06<2:05:12, 2.78s/it] 86%|████████▋ | 17295/20000 [20:41:08<1:51:56, 2.48s/it] 86%|████████▋ | 17296/20000 [20:41:16<3:05:58, 4.13s/it] 86%|████████▋ | 17297/20000 [20:41:22<3:28:35, 4.63s/it] 86%|████████▋ | 17298/20000 [20:41:27<3:35:21, 4.78s/it] 86%|████████▋ | 17299/20000 [20:41:31<3:34:30, 4.76s/it] 86%|████████▋ | 17300/20000 [20:41:36<3:30:17, 4.67s/it] 87%|████████▋ | 17301/20000 [20:41:40<3:24:18, 4.54s/it] 87%|████████▋ | 17302/20000 [20:41:44<3:16:26, 4.37s/it] 87%|████████▋ | 17303/20000 [20:41:48<3:09:46, 4.22s/it] 87%|████████▋ | 17304/20000 [20:41:52<3:02:59, 4.07s/it] 87%|████████▋ | 17305/20000 [20:41:55<2:56:36, 3.93s/it] 87%|████████▋ | 17306/20000 [20:41:59<2:49:59, 3.79s/it] 87%|████████▋ | 17307/20000 [20:42:02<2:43:47, 3.65s/it] 87%|████████▋ | 17308/20000 [20:42:05<2:37:47, 3.52s/it] 87%|████████▋ | 17309/20000 [20:42:08<2:31:59, 3.39s/it] 87%|████████▋ | 17310/20000 [20:42:11<2:25:31, 3.25s/it] 87%|████████▋ | 17311/20000 [20:42:14<2:19:10, 3.11s/it] 87%|████████▋ | 17312/20000 [20:42:17<2:11:53, 2.94s/it] 87%|████████▋ | 17313/20000 [20:42:19<2:02:56, 2.75s/it] 87%|████████▋ | 17314/20000 [20:42:21<1:48:16, 2.42s/it] 87%|████████▋ | 17315/20000 [20:42:26<2:27:09, 3.29s/it] 87%|████████▋ | 17316/20000 [20:42:29<2:19:26, 3.12s/it] 87%|████████▋ | 17317/20000 [20:42:38<3:36:41, 4.85s/it] 87%|████████▋ | 17318/20000 [20:42:43<3:47:11, 5.08s/it] 87%|████████▋ | 17319/20000 [20:42:48<3:47:49, 5.10s/it] 87%|████████▋ | 17320/20000 [20:42:53<3:43:21, 5.00s/it] 87%|████████▋ | 17321/20000 [20:42:58<3:36:20, 4.85s/it] 87%|████████▋ | 17322/20000 [20:43:02<3:28:03, 4.66s/it] 87%|████████▋ | 17323/20000 [20:43:06<3:18:59, 4.46s/it] 87%|████████▋ | 17324/20000 [20:43:10<3:11:08, 4.29s/it] 87%|████████▋ | 17325/20000 [20:43:13<3:03:53, 4.12s/it] 87%|████████▋ | 17326/20000 [20:43:17<2:56:53, 3.97s/it] 87%|████████▋ | 17327/20000 [20:43:20<2:49:32, 3.81s/it] 87%|████████▋ | 17328/20000 [20:43:24<2:43:26, 3.67s/it] 87%|████████▋ | 17329/20000 [20:43:27<2:37:03, 3.53s/it] 87%|████████▋ | 17330/20000 [20:43:30<2:31:13, 3.40s/it] 87%|████████▋ | 17331/20000 [20:43:33<2:24:24, 3.25s/it] 87%|████████▋ | 17332/20000 [20:43:36<2:17:42, 3.10s/it] 87%|████████▋ | 17333/20000 [20:43:38<2:11:04, 2.95s/it] 87%|████████▋ | 17334/20000 [20:43:41<2:03:16, 2.77s/it] 87%|████████▋ | 17335/20000 [20:43:43<1:51:10, 2.50s/it] 87%|████████▋ | 17336/20000 [20:43:50<3:01:21, 4.08s/it] 87%|████████▋ | 17337/20000 [20:43:56<3:26:45, 4.66s/it] 87%|████████▋ | 17338/20000 [20:44:02<3:35:15, 4.85s/it] 87%|████████▋ | 17339/20000 [20:44:06<3:34:27, 4.84s/it] 87%|████████▋ | 17340/20000 [20:44:11<3:30:20, 4.74s/it] 87%|████████▋ | 17341/20000 [20:44:15<3:24:35, 4.62s/it] 87%|████████▋ | 17342/20000 [20:44:19<3:17:03, 4.45s/it] 87%|████████▋ | 17343/20000 [20:44:23<3:09:47, 4.29s/it] 87%|████████▋ | 17344/20000 [20:44:27<3:02:36, 4.13s/it] 87%|████████▋ | 17345/20000 [20:44:31<2:57:10, 4.00s/it] 87%|████████▋ | 17346/20000 [20:44:34<2:51:24, 3.87s/it] 87%|████████▋ | 17347/20000 [20:44:38<2:46:41, 3.77s/it] 87%|████████▋ | 17348/20000 [20:44:41<2:42:38, 3.68s/it] 87%|████████▋ | 17349/20000 [20:44:45<2:37:35, 3.57s/it] 87%|████████▋ | 17350/20000 [20:44:48<2:31:35, 3.43s/it] 87%|████████▋ | 17351/20000 [20:44:51<2:25:25, 3.29s/it] 87%|████████▋ | 17352/20000 [20:44:53<2:18:05, 3.13s/it] 87%|████████▋ | 17353/20000 [20:44:56<2:09:48, 2.94s/it] 87%|████████▋ | 17354/20000 [20:44:58<1:55:36, 2.62s/it] 87%|████████▋ | 17355/20000 [20:45:07<3:17:04, 4.47s/it] 87%|████████▋ | 17356/20000 [20:45:13<3:41:59, 5.04s/it] 87%|████████▋ | 17357/20000 [20:45:18<3:47:57, 5.17s/it] 87%|████████▋ | 17358/20000 [20:45:23<3:45:42, 5.13s/it] 87%|████████▋ | 17359/20000 [20:45:28<3:39:56, 5.00s/it] 87%|████████▋ | 17360/20000 [20:45:33<3:33:54, 4.86s/it] 87%|████████▋ | 17361/20000 [20:45:37<3:26:33, 4.70s/it] 87%|████████▋ | 17362/20000 [20:45:41<3:18:16, 4.51s/it] 87%|████████▋ | 17363/20000 [20:45:45<3:10:28, 4.33s/it] 87%|████████▋ | 17364/20000 [20:45:49<3:02:13, 4.15s/it] 87%|████████▋ | 17365/20000 [20:45:52<2:54:21, 3.97s/it] 87%|████████▋ | 17366/20000 [20:45:56<2:47:52, 3.82s/it] 87%|████████▋ | 17367/20000 [20:45:59<2:39:28, 3.63s/it] 87%|████████▋ | 17368/20000 [20:46:02<2:32:24, 3.47s/it] 87%|████████▋ | 17369/20000 [20:46:05<2:24:57, 3.31s/it] 87%|████████▋ | 17370/20000 [20:46:08<2:17:37, 3.14s/it] 87%|████████▋ | 17371/20000 [20:46:10<2:09:49, 2.96s/it] 87%|████████▋ | 17372/20000 [20:46:13<2:00:27, 2.75s/it] 87%|████████▋ | 17373/20000 [20:46:14<1:45:21, 2.41s/it] 87%|████████▋ | 17374/20000 [20:46:23<3:04:00, 4.20s/it] 87%|████████▋ | 17375/20000 [20:46:28<3:23:18, 4.65s/it] 87%|████████▋ | 17376/20000 [20:46:33<3:29:15, 4.78s/it] 87%|████████▋ | 17377/20000 [20:46:38<3:27:40, 4.75s/it] 87%|████████▋ | 17378/20000 [20:46:42<3:23:56, 4.67s/it] 87%|████████▋ | 17379/20000 [20:46:47<3:18:33, 4.55s/it] 87%|████████▋ | 17380/20000 [20:46:51<3:11:52, 4.39s/it] 87%|████████▋ | 17381/20000 [20:46:55<3:05:03, 4.24s/it] 87%|████████▋ | 17382/20000 [20:46:58<2:58:41, 4.10s/it] 87%|████████▋ | 17383/20000 [20:47:02<2:52:34, 3.96s/it] 87%|████████▋ | 17384/20000 [20:47:05<2:45:43, 3.80s/it] 87%|████████▋ | 17385/20000 [20:47:09<2:39:37, 3.66s/it] 87%|████████▋ | 17386/20000 [20:47:12<2:33:49, 3.53s/it] 87%|████████▋ | 17387/20000 [20:47:15<2:28:35, 3.41s/it] 87%|████████▋ | 17388/20000 [20:47:18<2:22:07, 3.26s/it] 87%|████████▋ | 17389/20000 [20:47:21<2:15:54, 3.12s/it] 87%|████████▋ | 17390/20000 [20:47:23<2:08:46, 2.96s/it] 87%|████████▋ | 17391/20000 [20:47:26<2:00:08, 2.76s/it] 87%|████████▋ | 17392/20000 [20:47:27<1:46:19, 2.45s/it] 87%|████████▋ | 17393/20000 [20:47:33<2:21:49, 3.26s/it] 87%|████████▋ | 17394/20000 [20:47:35<2:14:40, 3.10s/it] 87%|████████▋ | 17395/20000 [20:47:45<3:36:07, 4.98s/it] 87%|████████▋ | 17396/20000 [20:47:51<3:47:09, 5.23s/it] 87%|████████▋ | 17397/20000 [20:47:56<3:46:47, 5.23s/it] 87%|████████▋ | 17398/20000 [20:48:01<3:40:40, 5.09s/it] 87%|████████▋ | 17399/20000 [20:48:05<3:32:17, 4.90s/it] 87%|████████▋ | 17400/20000 [20:48:09<3:23:50, 4.70s/it] 87%|████████▋ | 17401/20000 [20:48:13<3:14:48, 4.50s/it] 87%|████████▋ | 17402/20000 [20:48:17<3:06:42, 4.31s/it] 87%|████████▋ | 17403/20000 [20:48:21<2:59:27, 4.15s/it] 87%|████████▋ | 17404/20000 [20:48:24<2:51:47, 3.97s/it] 87%|████████▋ | 17405/20000 [20:48:28<2:44:40, 3.81s/it] 87%|████████▋ | 17406/20000 [20:48:31<2:38:17, 3.66s/it] 87%|████████▋ | 17407/20000 [20:48:34<2:32:22, 3.53s/it] 87%|████████▋ | 17408/20000 [20:48:37<2:26:28, 3.39s/it] 87%|████████▋ | 17409/20000 [20:48:40<2:20:14, 3.25s/it] 87%|████████▋ | 17410/20000 [20:48:43<2:14:23, 3.11s/it] 87%|████████▋ | 17411/20000 [20:48:46<2:07:48, 2.96s/it] 87%|████████▋ | 17412/20000 [20:48:48<1:59:21, 2.77s/it] 87%|████████▋ | 17413/20000 [20:48:50<1:45:38, 2.45s/it] 87%|████████▋ | 17414/20000 [20:48:58<3:00:30, 4.19s/it] 87%|████████▋ | 17415/20000 [20:49:04<3:21:25, 4.68s/it] 87%|████████▋ | 17416/20000 [20:49:09<3:27:29, 4.82s/it] 87%|████████▋ | 17417/20000 [20:49:14<3:26:56, 4.81s/it] 87%|████████▋ | 17418/20000 [20:49:18<3:23:00, 4.72s/it] 87%|████████▋ | 17419/20000 [20:49:23<3:18:07, 4.61s/it] 87%|████████▋ | 17420/20000 [20:49:27<3:10:37, 4.43s/it] 87%|████████▋ | 17421/20000 [20:49:31<3:03:18, 4.26s/it] 87%|████████▋ | 17422/20000 [20:49:34<2:56:36, 4.11s/it] 87%|████████▋ | 17423/20000 [20:49:38<2:50:33, 3.97s/it] 87%|████████▋ | 17424/20000 [20:49:41<2:44:10, 3.82s/it] 87%|████████▋ | 17425/20000 [20:49:45<2:37:43, 3.68s/it] 87%|████████▋ | 17426/20000 [20:49:48<2:31:22, 3.53s/it] 87%|████████▋ | 17427/20000 [20:49:51<2:25:25, 3.39s/it] 87%|████████▋ | 17428/20000 [20:49:54<2:18:57, 3.24s/it] 87%|████████▋ | 17429/20000 [20:49:57<2:12:16, 3.09s/it] 87%|████████▋ | 17430/20000 [20:49:59<2:05:03, 2.92s/it] 87%|████████▋ | 17431/20000 [20:50:01<1:56:42, 2.73s/it] 87%|████████▋ | 17432/20000 [20:50:03<1:43:28, 2.42s/it] 87%|████████▋ | 17433/20000 [20:50:11<2:51:15, 4.00s/it] 87%|████████▋ | 17434/20000 [20:50:17<3:12:58, 4.51s/it] 87%|████████▋ | 17435/20000 [20:50:22<3:19:49, 4.67s/it] 87%|████████▋ | 17436/20000 [20:50:26<3:19:48, 4.68s/it] 87%|████████▋ | 17437/20000 [20:50:31<3:16:36, 4.60s/it] 87%|████████▋ | 17438/20000 [20:50:35<3:12:11, 4.50s/it] 87%|████████▋ | 17439/20000 [20:50:39<3:05:27, 4.35s/it] 87%|████████▋ | 17440/20000 [20:50:43<2:59:07, 4.20s/it] 87%|████████▋ | 17441/20000 [20:50:47<2:52:51, 4.05s/it] 87%|████████▋ | 17442/20000 [20:50:50<2:46:23, 3.90s/it] 87%|████████▋ | 17443/20000 [20:50:53<2:39:50, 3.75s/it] 87%|████████▋ | 17444/20000 [20:50:57<2:34:02, 3.62s/it] 87%|████████▋ | 17445/20000 [20:51:00<2:28:29, 3.49s/it] 87%|████████▋ | 17446/20000 [20:51:03<2:23:16, 3.37s/it] 87%|████████▋ | 17447/20000 [20:51:06<2:17:34, 3.23s/it] 87%|████████▋ | 17448/20000 [20:51:09<2:11:21, 3.09s/it] 87%|████████▋ | 17449/20000 [20:51:11<2:04:41, 2.93s/it] 87%|████████▋ | 17450/20000 [20:51:14<1:56:13, 2.73s/it] 87%|████████▋ | 17451/20000 [20:51:15<1:42:48, 2.42s/it] 87%|████████▋ | 17452/20000 [20:51:23<2:53:11, 4.08s/it] 87%|████████▋ | 17453/20000 [20:51:29<3:16:26, 4.63s/it] 87%|████████▋ | 17454/20000 [20:51:34<3:24:27, 4.82s/it] 87%|████████▋ | 17455/20000 [20:51:39<3:24:25, 4.82s/it] 87%|████████▋ | 17456/20000 [20:51:44<3:20:23, 4.73s/it] 87%|████████▋ | 17457/20000 [20:51:48<3:15:25, 4.61s/it] 87%|████████▋ | 17458/20000 [20:51:52<3:08:06, 4.44s/it] 87%|████████▋ | 17459/20000 [20:51:56<3:01:28, 4.28s/it] 87%|████████▋ | 17460/20000 [20:52:00<2:54:36, 4.12s/it] 87%|████████▋ | 17461/20000 [20:52:03<2:47:55, 3.97s/it] 87%|████████▋ | 17462/20000 [20:52:07<2:41:53, 3.83s/it] 87%|████████▋ | 17463/20000 [20:52:10<2:35:57, 3.69s/it] 87%|████████▋ | 17464/20000 [20:52:13<2:30:08, 3.55s/it] 87%|████████▋ | 17465/20000 [20:52:17<2:25:04, 3.43s/it] 87%|████████▋ | 17466/20000 [20:52:20<2:18:27, 3.28s/it] 87%|████████▋ | 17467/20000 [20:52:22<2:14:19, 3.18s/it] 87%|████████▋ | 17468/20000 [20:52:25<2:08:33, 3.05s/it] 87%|████████▋ | 17469/20000 [20:52:28<1:59:36, 2.84s/it] 87%|████████▋ | 17470/20000 [20:52:29<1:46:12, 2.52s/it] 87%|████████▋ | 17471/20000 [20:52:35<2:22:29, 3.38s/it] 87%|████████▋ | 17472/20000 [20:52:38<2:15:31, 3.22s/it] 87%|████████▋ | 17473/20000 [20:52:47<3:36:14, 5.13s/it] 87%|████████▋ | 17474/20000 [20:52:53<3:49:01, 5.44s/it] 87%|████████▋ | 17475/20000 [20:52:59<3:49:20, 5.45s/it] 87%|████████▋ | 17476/20000 [20:53:04<3:44:53, 5.35s/it] 87%|████████▋ | 17477/20000 [20:53:09<3:37:27, 5.17s/it] 87%|████████▋ | 17478/20000 [20:53:13<3:28:47, 4.97s/it] 87%|████████▋ | 17479/20000 [20:53:17<3:18:14, 4.72s/it] 87%|████████▋ | 17480/20000 [20:53:21<3:09:00, 4.50s/it] 87%|████████▋ | 17481/20000 [20:53:25<2:59:08, 4.27s/it] 87%|████████▋ | 17482/20000 [20:53:29<2:50:08, 4.05s/it] 87%|████████▋ | 17483/20000 [20:53:32<2:42:05, 3.86s/it] 87%|████████▋ | 17484/20000 [20:53:35<2:35:28, 3.71s/it] 87%|████████▋ | 17485/20000 [20:53:39<2:29:30, 3.57s/it] 87%|████████▋ | 17486/20000 [20:53:42<2:24:21, 3.45s/it] 87%|████████▋ | 17487/20000 [20:53:45<2:17:57, 3.29s/it] 87%|████████▋ | 17488/20000 [20:53:47<2:11:35, 3.14s/it] 87%|████████▋ | 17489/20000 [20:53:50<2:04:24, 2.97s/it] 87%|████████▋ | 17490/20000 [20:53:52<1:56:12, 2.78s/it] 87%|████████▋ | 17491/20000 [20:53:54<1:43:48, 2.48s/it] 87%|████████▋ | 17492/20000 [20:54:02<2:53:21, 4.15s/it] 87%|████████▋ | 17493/20000 [20:54:08<3:13:40, 4.64s/it] 87%|████████▋ | 17494/20000 [20:54:13<3:22:41, 4.85s/it] 87%|████████▋ | 17495/20000 [20:54:18<3:22:22, 4.85s/it] 87%|████████▋ | 17496/20000 [20:54:23<3:18:41, 4.76s/it] 87%|████████▋ | 17497/20000 [20:54:27<3:13:27, 4.64s/it] 87%|████████▋ | 17498/20000 [20:54:31<3:06:37, 4.48s/it] 87%|████████▋ | 17499/20000 [20:54:35<2:59:37, 4.31s/it] 88%|████████▊ | 17500/20000 [20:54:39<2:52:52, 4.15s/it] 88%|████████▊ | 17500/20000 [20:54:39<2:52:52, 4.15s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09413377195596695, 'eval_wer': 0.07315019937970757, 'eval_runtime': 61.0383, 'eval_samples_per_second': 30.424, 'eval_steps_per_second': 1.278, 'epoch': 217.95} {'loss': 0.0015, 'learning_rate': 6.423076923076924e-05, 'epoch': 224.36} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:24, 3.11it/s][A 4%|▍ | 3/78 [00:01<00:33, 2.24it/s][A 5%|▌ | 4/78 [00:01<00:38, 1.94it/s][A 6%|▋ | 5/78 [00:02<00:42, 1.74it/s][A 8%|▊ | 6/78 [00:03<00:47, 1.52it/s][A 9%|▉ | 7/78 [00:04<00:52, 1.36it/s][A 10%|█ | 8/78 [00:05<00:55, 1.26it/s][A 12%|█▏ | 9/78 [00:06<00:56, 1.21it/s][A 13%|█▎ | 10/78 [00:06<00:55, 1.23it/s][A 14%|█▍ | 11/78 [00:07<00:52, 1.27it/s][A 15%|█▌ | 12/78 [00:08<00:50, 1.32it/s][A 17%|█▋ | 13/78 [00:08<00:46, 1.39it/s][A 18%|█▊ | 14/78 [00:09<00:47, 1.34it/s][A 19%|█▉ | 15/78 [00:10<00:48, 1.29it/s][A 21%|██ | 16/78 [00:11<00:49, 1.24it/s][A 22%|██▏ | 17/78 [00:12<00:49, 1.24it/s][A 23%|██▎ | 18/78 [00:13<00:52, 1.15it/s][A 24%|██▍ | 19/78 [00:14<00:50, 1.17it/s][A 26%|██▌ | 20/78 [00:14<00:45, 1.27it/s][A 27%|██▋ | 21/78 [00:15<00:46, 1.22it/s][A 28%|██▊ | 22/78 [00:16<00:43, 1.29it/s][A 29%|██▉ | 23/78 [00:17<00:41, 1.33it/s][A 31%|███ | 24/78 [00:17<00:41, 1.29it/s][A 32%|███▏ | 25/78 [00:18<00:39, 1.35it/s][A 33%|███▎ | 26/78 [00:19<00:37, 1.40it/s][A 35%|███▍ | 27/78 [00:19<00:36, 1.41it/s][A 36%|███▌ | 28/78 [00:20<00:36, 1.37it/s][A 37%|███▋ | 29/78 [00:21<00:33, 1.45it/s][A 38%|███▊ | 30/78 [00:22<00:35, 1.34it/s][A 40%|███▉ | 31/78 [00:22<00:33, 1.39it/s][A 41%|████ | 32/78 [00:23<00:32, 1.41it/s][A 42%|████▏ | 33/78 [00:24<00:31, 1.44it/s][A 44%|████▎ | 34/78 [00:24<00:29, 1.47it/s][A 45%|████▍ | 35/78 [00:25<00:28, 1.51it/s][A 46%|████▌ | 36/78 [00:26<00:27, 1.51it/s][A 47%|████▋ | 37/78 [00:26<00:28, 1.42it/s][A 49%|████▊ | 38/78 [00:27<00:28, 1.39it/s][A 50%|█████ | 39/78 [00:28<00:31, 1.23it/s][A 51%|█████▏ | 40/78 [00:29<00:31, 1.21it/s][A 53%|█████▎ | 41/78 [00:30<00:33, 1.10it/s][A 54%|█████▍ | 42/78 [00:31<00:31, 1.13it/s][A 55%|█████▌ | 43/78 [00:32<00:30, 1.14it/s][A 56%|█████▋ | 44/78 [00:33<00:29, 1.13it/s][A 58%|█████▊ | 45/78 [00:33<00:28, 1.16it/s][A 59%|█████▉ | 46/78 [00:35<00:31, 1.02it/s][A 60%|██████ | 47/78 [00:35<00:27, 1.12it/s][A 62%|██████▏ | 48/78 [00:36<00:25, 1.20it/s][A 63%|██████▎ | 49/78 [00:37<00:22, 1.30it/s][A 64%|██████▍ | 50/78 [00:37<00:21, 1.32it/s][A 65%|██████▌ | 51/78 [00:38<00:19, 1.42it/s][A 67%|██████▋ | 52/78 [00:39<00:18, 1.44it/s][A 68%|██████▊ | 53/78 [00:39<00:17, 1.46it/s][A 69%|██████▉ | 54/78 [00:40<00:17, 1.38it/s][A 71%|███████ | 55/78 [00:41<00:17, 1.34it/s][A 72%|███████▏ | 56/78 [00:42<00:16, 1.33it/s][A 73%|███████▎ | 57/78 [00:43<00:18, 1.13it/s][A 74%|███████▍ | 58/78 [00:44<00:17, 1.15it/s][A 76%|███████▌ | 59/78 [00:45<00:17, 1.12it/s][A 77%|███████▋ | 60/78 [00:46<00:15, 1.17it/s][A 78%|███████▊ | 61/78 [00:46<00:14, 1.19it/s][A 79%|███████▉ | 62/78 [00:47<00:13, 1.21it/s][A 81%|████████ | 63/78 [00:48<00:12, 1.21it/s][A 82%|████████▏ | 64/78 [00:49<00:11, 1.20it/s][A 83%|████████▎ | 65/78 [00:50<00:10, 1.22it/s][A 85%|████████▍ | 66/78 [00:50<00:09, 1.25it/s][A 86%|████████▌ | 67/78 [00:51<00:08, 1.26it/s][A 87%|████████▋ | 68/78 [00:52<00:07, 1.27it/s][A 88%|████████▊ | 69/78 [00:53<00:07, 1.27it/s][A 90%|████████▉ | 70/78 [00:54<00:06, 1.23it/s][A 91%|█████████ | 71/78 [00:54<00:05, 1.28it/s][A 92%|█████████▏| 72/78 [00:55<00:04, 1.28it/s][A 94%|█████████▎| 73/78 [00:56<00:03, 1.26it/s][A 95%|█████████▍| 74/78 [00:57<00:03, 1.25it/s][A 96%|█████████▌| 75/78 [00:57<00:02, 1.26it/s][A 97%|█████████▋| 76/78 [00:58<00:01, 1.25it/s][A 99%|█████████▊| 77/78 [00:59<00:00, 1.32it/s][A 100%|██████████| 78/78 [00:59<00:00, 1.64it/s][A [A 88%|████████▊ | 17500/20000 [20:55:41<2:52:52, 4.15s/it] 100%|██████████| 78/78 [01:01<00:00, 1.64it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-17500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-17500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-17500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-17500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-17000] due to args.save_total_limit 88%|████████▊ | 17501/20000 [20:55:57<18:22:03, 26.46s/it] 88%|████████▊ | 17502/20000 [20:56:01<13:36:07, 19.60s/it] 88%|████████▊ | 17503/20000 [20:56:04<10:13:54, 14.75s/it] 88%|████████▊ | 17504/20000 [20:56:08<7:49:48, 11.29s/it] 88%|████████▊ | 17505/20000 [20:56:11<6:07:38, 8.84s/it] 88%|████████▊ | 17506/20000 [20:56:14<4:54:00, 7.07s/it] 88%|████████▊ | 17507/20000 [20:56:16<4:00:28, 5.79s/it] 88%|████████▊ | 17508/20000 [20:56:19<3:21:32, 4.85s/it] 88%|████████▊ | 17509/20000 [20:56:22<2:50:55, 4.12s/it] 88%|████████▊ | 17510/20000 [20:56:23<2:21:37, 3.41s/it] 88%|████████▊ | 17511/20000 [20:56:31<3:15:36, 4.72s/it] 88%|████████▊ | 17512/20000 [20:56:37<3:29:25, 5.05s/it] 88%|████████▊ | 17513/20000 [20:56:42<3:31:33, 5.10s/it] 88%|████████▊ | 17514/20000 [20:56:47<3:28:46, 5.04s/it] 88%|████████▊ | 17515/20000 [20:56:52<3:23:36, 4.92s/it] 88%|████████▊ | 17516/20000 [20:56:56<3:17:54, 4.78s/it] 88%|████████▊ | 17517/20000 [20:57:00<3:09:35, 4.58s/it] 88%|████████▊ | 17518/20000 [20:57:04<3:01:45, 4.39s/it] 88%|████████▊ | 17519/20000 [20:57:08<2:55:52, 4.25s/it] 88%|████████▊ | 17520/20000 [20:57:12<2:50:00, 4.11s/it] 88%|████████▊ | 17521/20000 [20:57:15<2:43:26, 3.96s/it] 88%|████████▊ | 17522/20000 [20:57:19<2:37:10, 3.81s/it] 88%|████████▊ | 17523/20000 [20:57:22<2:30:42, 3.65s/it] 88%|████████▊ | 17524/20000 [20:57:25<2:25:04, 3.52s/it] 88%|████████▊ | 17525/20000 [20:57:28<2:18:37, 3.36s/it] 88%|████████▊ | 17526/20000 [20:57:31<2:12:32, 3.21s/it] 88%|████████▊ | 17527/20000 [20:57:34<2:06:04, 3.06s/it] 88%|████████▊ | 17528/20000 [20:57:36<1:58:06, 2.87s/it] 88%|████████▊ | 17529/20000 [20:57:38<1:45:07, 2.55s/it] 88%|████████▊ | 17530/20000 [20:57:47<2:56:55, 4.30s/it] 88%|████████▊ | 17531/20000 [20:57:53<3:18:39, 4.83s/it] 88%|████████▊ | 17532/20000 [20:57:58<3:24:49, 4.98s/it] 88%|████████▊ | 17533/20000 [20:58:03<3:24:21, 4.97s/it] 88%|████████▊ | 17534/20000 [20:58:08<3:20:43, 4.88s/it] 88%|████████▊ | 17535/20000 [20:58:12<3:14:29, 4.73s/it] 88%|████████▊ | 17536/20000 [20:58:16<3:08:07, 4.58s/it] 88%|████████▊ | 17537/20000 [20:58:20<3:01:31, 4.42s/it] 88%|████████▊ | 17538/20000 [20:58:24<2:55:17, 4.27s/it] 88%|████████▊ | 17539/20000 [20:58:28<2:48:37, 4.11s/it] 88%|████████▊ | 17540/20000 [20:58:31<2:40:57, 3.93s/it] 88%|████████▊ | 17541/20000 [20:58:35<2:34:06, 3.76s/it] 88%|████████▊ | 17542/20000 [20:58:38<2:28:34, 3.63s/it] 88%|████████▊ | 17543/20000 [20:58:41<2:24:10, 3.52s/it] 88%|████████▊ | 17544/20000 [20:58:44<2:17:57, 3.37s/it] 88%|████████▊ | 17545/20000 [20:58:47<2:11:50, 3.22s/it] 88%|████████▊ | 17546/20000 [20:58:50<2:05:51, 3.08s/it] 88%|████████▊ | 17547/20000 [20:58:53<1:58:50, 2.91s/it] 88%|████████▊ | 17548/20000 [20:58:54<1:46:51, 2.61s/it] 88%|████████▊ | 17549/20000 [20:59:00<2:26:36, 3.59s/it] 88%|████████▊ | 17550/20000 [20:59:03<2:16:39, 3.35s/it] 88%|████████▊ | 17551/20000 [20:59:13<3:37:53, 5.34s/it] 88%|████████▊ | 17552/20000 [20:59:19<3:47:56, 5.59s/it] 88%|████████▊ | 17553/20000 [20:59:25<3:46:55, 5.56s/it] 88%|████████▊ | 17554/20000 [20:59:30<3:39:37, 5.39s/it] 88%|████████▊ | 17555/20000 [20:59:35<3:31:37, 5.19s/it] 88%|████████▊ | 17556/20000 [20:59:39<3:21:36, 4.95s/it] 88%|████████▊ | 17557/20000 [20:59:43<3:12:39, 4.73s/it] 88%|████████▊ | 17558/20000 [20:59:47<3:04:21, 4.53s/it] 88%|████████▊ | 17559/20000 [20:59:51<2:57:22, 4.36s/it] 88%|████████▊ | 17560/20000 [20:59:55<2:50:24, 4.19s/it] 88%|████████▊ | 17561/20000 [20:59:59<2:43:17, 4.02s/it] 88%|████████▊ | 17562/20000 [21:00:02<2:36:32, 3.85s/it] 88%|████████▊ | 17563/20000 [21:00:05<2:30:51, 3.71s/it] 88%|████████▊ | 17564/20000 [21:00:09<2:25:37, 3.59s/it] 88%|████████▊ | 17565/20000 [21:00:12<2:20:08, 3.45s/it] 88%|████████▊ | 17566/20000 [21:00:15<2:13:49, 3.30s/it] 88%|████████▊ | 17567/20000 [21:00:18<2:06:58, 3.13s/it] 88%|████████▊ | 17568/20000 [21:00:20<1:59:19, 2.94s/it] 88%|████████▊ | 17569/20000 [21:00:22<1:46:22, 2.63s/it] 88%|████████▊ | 17570/20000 [21:00:31<2:59:01, 4.42s/it] 88%|████████▊ | 17571/20000 [21:00:37<3:21:15, 4.97s/it] 88%|████████▊ | 17572/20000 [21:00:42<3:27:50, 5.14s/it] 88%|████████▊ | 17573/20000 [21:00:47<3:26:30, 5.11s/it] 88%|████████▊ | 17574/20000 [21:00:52<3:22:00, 5.00s/it] 88%|████████▊ | 17575/20000 [21:00:57<3:15:57, 4.85s/it] 88%|████████▊ | 17576/20000 [21:01:01<3:09:44, 4.70s/it] 88%|████████▊ | 17577/20000 [21:01:05<3:02:37, 4.52s/it] 88%|████████▊ | 17578/20000 [21:01:09<2:55:30, 4.35s/it] 88%|████████▊ | 17579/20000 [21:01:13<2:49:25, 4.20s/it] 88%|████████▊ | 17580/20000 [21:01:16<2:42:45, 4.04s/it] 88%|████████▊ | 17581/20000 [21:01:20<2:36:11, 3.87s/it] 88%|████████▊ | 17582/20000 [21:01:23<2:29:59, 3.72s/it] 88%|████████▊ | 17583/20000 [21:01:27<2:24:04, 3.58s/it] 88%|████████▊ | 17584/20000 [21:01:30<2:18:00, 3.43s/it] 88%|████████▊ | 17585/20000 [21:01:33<2:11:31, 3.27s/it] 88%|████████▊ | 17586/20000 [21:01:35<2:04:28, 3.09s/it] 88%|████████▊ | 17587/20000 [21:01:38<1:55:45, 2.88s/it] 88%|████████▊ | 17588/20000 [21:01:39<1:41:43, 2.53s/it] 88%|████████▊ | 17589/20000 [21:01:48<2:54:55, 4.35s/it] 88%|████████▊ | 17590/20000 [21:01:54<3:17:39, 4.92s/it] 88%|████████▊ | 17591/20000 [21:02:00<3:26:05, 5.13s/it] 88%|████████▊ | 17592/20000 [21:02:05<3:26:23, 5.14s/it] 88%|████████▊ | 17593/20000 [21:02:10<3:21:55, 5.03s/it] 88%|████████▊ | 17594/20000 [21:02:14<3:16:52, 4.91s/it] 88%|████████▊ | 17595/20000 [21:02:19<3:10:04, 4.74s/it] 88%|████████▊ | 17596/20000 [21:02:23<3:03:21, 4.58s/it] 88%|████████▊ | 17597/20000 [21:02:27<2:56:27, 4.41s/it] 88%|████████▊ | 17598/20000 [21:02:31<2:49:23, 4.23s/it] 88%|████████▊ | 17599/20000 [21:02:34<2:43:25, 4.08s/it] 88%|████████▊ | 17600/20000 [21:02:38<2:37:10, 3.93s/it] 88%|████████▊ | 17601/20000 [21:02:41<2:31:12, 3.78s/it] 88%|████████▊ | 17602/20000 [21:02:45<2:25:39, 3.64s/it] 88%|████████▊ | 17603/20000 [21:02:48<2:19:27, 3.49s/it] 88%|████████▊ | 17604/20000 [21:02:51<2:12:52, 3.33s/it] 88%|████████▊ | 17605/20000 [21:02:54<2:05:55, 3.15s/it] 88%|████████▊ | 17606/20000 [21:02:56<1:57:29, 2.94s/it] 88%|████████▊ | 17607/20000 [21:02:58<1:44:03, 2.61s/it] 88%|████████▊ | 17608/20000 [21:03:06<2:50:24, 4.27s/it] 88%|████████▊ | 17609/20000 [21:03:12<3:14:22, 4.88s/it] 88%|████████▊ | 17610/20000 [21:03:18<3:22:39, 5.09s/it] 88%|████████▊ | 17611/20000 [21:03:23<3:22:45, 5.09s/it] 88%|████████▊ | 17612/20000 [21:03:28<3:19:00, 5.00s/it] 88%|████████▊ | 17613/20000 [21:03:32<3:14:16, 4.88s/it] 88%|████████▊ | 17614/20000 [21:03:37<3:07:06, 4.71s/it] 88%|████████▊ | 17615/20000 [21:03:41<2:59:53, 4.53s/it] 88%|████████▊ | 17616/20000 [21:03:45<2:52:27, 4.34s/it] 88%|████████▊ | 17617/20000 [21:03:49<2:45:45, 4.17s/it] 88%|████████▊ | 17618/20000 [21:03:52<2:39:32, 4.02s/it] 88%|████████▊ | 17619/20000 [21:03:56<2:33:41, 3.87s/it] 88%|████████▊ | 17620/20000 [21:03:59<2:28:44, 3.75s/it] 88%|████████▊ | 17621/20000 [21:04:02<2:23:06, 3.61s/it] 88%|████████▊ | 17622/20000 [21:04:06<2:16:52, 3.45s/it] 88%|████████▊ | 17623/20000 [21:04:09<2:11:02, 3.31s/it] 88%|████████▊ | 17624/20000 [21:04:11<2:05:22, 3.17s/it] 88%|████████▊ | 17625/20000 [21:04:14<1:57:29, 2.97s/it] 88%|████████▊ | 17626/20000 [21:04:16<1:44:32, 2.64s/it] 88%|████████▊ | 17627/20000 [21:04:21<2:15:20, 3.42s/it] 88%|████████▊ | 17628/20000 [21:04:24<2:08:41, 3.26s/it] 88%|████████▊ | 17629/20000 [21:04:34<3:25:28, 5.20s/it] 88%|████████▊ | 17630/20000 [21:04:40<3:37:32, 5.51s/it] 88%|████████▊ | 17631/20000 [21:04:45<3:35:59, 5.47s/it] 88%|████████▊ | 17632/20000 [21:04:50<3:30:19, 5.33s/it] 88%|████████▊ | 17633/20000 [21:04:55<3:22:48, 5.14s/it] 88%|████████▊ | 17634/20000 [21:04:59<3:15:13, 4.95s/it] 88%|████████▊ | 17635/20000 [21:05:04<3:06:17, 4.73s/it] 88%|████████▊ | 17636/20000 [21:05:08<2:58:50, 4.54s/it] 88%|████████▊ | 17637/20000 [21:05:12<2:50:57, 4.34s/it] 88%|████████▊ | 17638/20000 [21:05:15<2:45:28, 4.20s/it] 88%|████████▊ | 17639/20000 [21:05:19<2:39:31, 4.05s/it] 88%|████████▊ | 17640/20000 [21:05:23<2:33:53, 3.91s/it] 88%|████████▊ | 17641/20000 [21:05:26<2:28:29, 3.78s/it] 88%|████████▊ | 17642/20000 [21:05:30<2:22:52, 3.64s/it] 88%|████████▊ | 17643/20000 [21:05:33<2:16:28, 3.47s/it] 88%|████████▊ | 17644/20000 [21:05:36<2:10:40, 3.33s/it] 88%|████████▊ | 17645/20000 [21:05:38<2:03:28, 3.15s/it] 88%|████████▊ | 17646/20000 [21:05:41<1:55:25, 2.94s/it] 88%|████████▊ | 17647/20000 [21:05:43<1:41:46, 2.60s/it] 88%|████████▊ | 17648/20000 [21:05:52<2:59:56, 4.59s/it] 88%|████████▊ | 17649/20000 [21:05:58<3:18:24, 5.06s/it] 88%|████████▊ | 17650/20000 [21:06:03<3:22:54, 5.18s/it] 88%|████████▊ | 17651/20000 [21:06:09<3:21:27, 5.15s/it] 88%|████████▊ | 17652/20000 [21:06:13<3:17:06, 5.04s/it] 88%|████████▊ | 17653/20000 [21:06:18<3:11:18, 4.89s/it] 88%|████████▊ | 17654/20000 [21:06:22<3:04:06, 4.71s/it] 88%|████████▊ | 17655/20000 [21:06:26<2:57:19, 4.54s/it] 88%|████████▊ | 17656/20000 [21:06:30<2:51:15, 4.38s/it] 88%|████████▊ | 17657/20000 [21:06:34<2:44:48, 4.22s/it] 88%|████████▊ | 17658/20000 [21:06:38<2:36:29, 4.01s/it] 88%|████████▊ | 17659/20000 [21:06:41<2:29:51, 3.84s/it] 88%|████████▊ | 17660/20000 [21:06:44<2:24:02, 3.69s/it] 88%|████████▊ | 17661/20000 [21:06:48<2:18:10, 3.54s/it] 88%|████████▊ | 17662/20000 [21:06:51<2:11:14, 3.37s/it] 88%|████████▊ | 17663/20000 [21:06:53<2:04:42, 3.20s/it] 88%|████████▊ | 17664/20000 [21:06:56<1:58:42, 3.05s/it] 88%|████████▊ | 17665/20000 [21:06:59<1:51:10, 2.86s/it] 88%|████████▊ | 17666/20000 [21:07:00<1:38:05, 2.52s/it] 88%|████████▊ | 17667/20000 [21:07:08<2:42:23, 4.18s/it] 88%|████████▊ | 17668/20000 [21:07:14<3:05:27, 4.77s/it] 88%|████████▊ | 17669/20000 [21:07:20<3:12:15, 4.95s/it] 88%|████████▊ | 17670/20000 [21:07:25<3:12:28, 4.96s/it] 88%|████████▊ | 17671/20000 [21:07:29<3:08:54, 4.87s/it] 88%|████████▊ | 17672/20000 [21:07:34<3:03:58, 4.74s/it] 88%|████████▊ | 17673/20000 [21:07:38<2:57:13, 4.57s/it] 88%|████████▊ | 17674/20000 [21:07:42<2:50:51, 4.41s/it] 88%|████████▊ | 17675/20000 [21:07:46<2:44:02, 4.23s/it] 88%|████████▊ | 17676/20000 [21:07:50<2:37:48, 4.07s/it] 88%|████████▊ | 17677/20000 [21:07:53<2:31:50, 3.92s/it] 88%|████████▊ | 17678/20000 [21:07:57<2:26:24, 3.78s/it] 88%|████████▊ | 17679/20000 [21:08:00<2:20:42, 3.64s/it] 88%|████████▊ | 17680/20000 [21:08:03<2:15:31, 3.50s/it] 88%|████████▊ | 17681/20000 [21:08:06<2:10:10, 3.37s/it] 88%|████████▊ | 17682/20000 [21:08:09<2:04:19, 3.22s/it] 88%|████████▊ | 17683/20000 [21:08:12<1:57:48, 3.05s/it] 88%|████████▊ | 17684/20000 [21:08:14<1:50:11, 2.85s/it] 88%|████████▊ | 17685/20000 [21:08:16<1:38:12, 2.55s/it] 88%|████████▊ | 17686/20000 [21:08:24<2:44:41, 4.27s/it] 88%|████████▊ | 17687/20000 [21:08:30<3:04:50, 4.79s/it] 88%|████████▊ | 17688/20000 [21:08:36<3:11:08, 4.96s/it] 88%|████████▊ | 17689/20000 [21:08:41<3:11:50, 4.98s/it] 88%|████████▊ | 17690/20000 [21:08:45<3:07:26, 4.87s/it] 88%|████████▊ | 17691/20000 [21:08:50<3:02:21, 4.74s/it] 88%|████████▊ | 17692/20000 [21:08:54<2:54:36, 4.54s/it] 88%|████████▊ | 17693/20000 [21:08:58<2:48:03, 4.37s/it] 88%|████████▊ | 17694/20000 [21:09:02<2:42:28, 4.23s/it] 88%|████████▊ | 17695/20000 [21:09:05<2:35:37, 4.05s/it] 88%|████████▊ | 17696/20000 [21:09:09<2:29:35, 3.90s/it] 88%|████████▊ | 17697/20000 [21:09:12<2:24:35, 3.77s/it] 88%|████████▊ | 17698/20000 [21:09:16<2:19:51, 3.65s/it] 88%|████████▊ | 17699/20000 [21:09:19<2:15:32, 3.53s/it] 88%|████████▊ | 17700/20000 [21:09:22<2:09:02, 3.37s/it] 89%|████████▊ | 17701/20000 [21:09:25<2:03:16, 3.22s/it] 89%|████████▊ | 17702/20000 [21:09:27<1:57:17, 3.06s/it] 89%|████████▊ | 17703/20000 [21:09:30<1:50:46, 2.89s/it] 89%|████████▊ | 17704/20000 [21:09:32<1:39:31, 2.60s/it] 89%|████████▊ | 17705/20000 [21:09:37<2:12:23, 3.46s/it] 89%|████████▊ | 17706/20000 [21:09:40<2:05:01, 3.27s/it] 89%|████████▊ | 17707/20000 [21:09:49<3:14:19, 5.08s/it] 89%|████████▊ | 17708/20000 [21:09:55<3:24:04, 5.34s/it] 89%|████████▊ | 17709/20000 [21:10:01<3:23:36, 5.33s/it] 89%|████████▊ | 17710/20000 [21:10:06<3:19:19, 5.22s/it] 89%|████████▊ | 17711/20000 [21:10:10<3:12:21, 5.04s/it] 89%|████████▊ | 17712/20000 [21:10:15<3:04:40, 4.84s/it] 89%|████████▊ | 17713/20000 [21:10:19<2:56:32, 4.63s/it] 89%|████████▊ | 17714/20000 [21:10:23<2:48:14, 4.42s/it] 89%|████████▊ | 17715/20000 [21:10:27<2:41:24, 4.24s/it] 89%|████████▊ | 17716/20000 [21:10:30<2:35:07, 4.07s/it] 89%|████████▊ | 17717/20000 [21:10:34<2:28:55, 3.91s/it] 89%|████████▊ | 17718/20000 [21:10:37<2:22:41, 3.75s/it] 89%|████████▊ | 17719/20000 [21:10:40<2:17:25, 3.62s/it] 89%|████████▊ | 17720/20000 [21:10:44<2:12:34, 3.49s/it] 89%|████████▊ | 17721/20000 [21:10:47<2:07:45, 3.36s/it] 89%|████████▊ | 17722/20000 [21:10:50<2:02:29, 3.23s/it] 89%|████████▊ | 17723/20000 [21:10:52<1:56:40, 3.07s/it] 89%|████████▊ | 17724/20000 [21:10:55<1:49:33, 2.89s/it] 89%|████████▊ | 17725/20000 [21:10:57<1:37:03, 2.56s/it] 89%|████████▊ | 17726/20000 [21:11:05<2:45:15, 4.36s/it] 89%|████████▊ | 17727/20000 [21:11:11<3:03:46, 4.85s/it] 89%|████████▊ | 17728/20000 [21:11:16<3:07:41, 4.96s/it] 89%|████████▊ | 17729/20000 [21:11:21<3:05:18, 4.90s/it] 89%|████████▊ | 17730/20000 [21:11:26<3:00:51, 4.78s/it] 89%|████████▊ | 17731/20000 [21:11:30<2:55:04, 4.63s/it] 89%|████████▊ | 17732/20000 [21:11:34<2:48:07, 4.45s/it] 89%|████████▊ | 17733/20000 [21:11:38<2:42:04, 4.29s/it] 89%|████████▊ | 17734/20000 [21:11:42<2:35:54, 4.13s/it] 89%|████████▊ | 17735/20000 [21:11:45<2:30:05, 3.98s/it] 89%|████████▊ | 17736/20000 [21:11:49<2:24:32, 3.83s/it] 89%|████████▊ | 17737/20000 [21:11:52<2:18:59, 3.69s/it] 89%|████████▊ | 17738/20000 [21:11:55<2:13:34, 3.54s/it] 89%|████████▊ | 17739/20000 [21:11:58<2:08:40, 3.41s/it] 89%|████████▊ | 17740/20000 [21:12:01<2:03:23, 3.28s/it] 89%|████████▊ | 17741/20000 [21:12:04<1:58:02, 3.14s/it] 89%|████████▊ | 17742/20000 [21:12:07<1:51:43, 2.97s/it] 89%|████████▊ | 17743/20000 [21:12:09<1:44:36, 2.78s/it] 89%|████████▊ | 17744/20000 [21:12:11<1:33:43, 2.49s/it] 89%|████████▊ | 17745/20000 [21:12:19<2:35:25, 4.14s/it] 89%|████████▊ | 17746/20000 [21:12:25<2:54:52, 4.66s/it] 89%|████████▊ | 17747/20000 [21:12:30<3:00:53, 4.82s/it] 89%|████████▊ | 17748/20000 [21:12:35<3:00:32, 4.81s/it] 89%|████████▊ | 17749/20000 [21:12:39<2:57:12, 4.72s/it] 89%|████████▉ | 17750/20000 [21:12:44<2:52:45, 4.61s/it] 89%|████████▉ | 17751/20000 [21:12:48<2:46:05, 4.43s/it] 89%|████████▉ | 17752/20000 [21:12:52<2:40:05, 4.27s/it] 89%|████████▉ | 17753/20000 [21:12:55<2:33:29, 4.10s/it] 89%|████████▉ | 17754/20000 [21:12:59<2:27:49, 3.95s/it] 89%|████████▉ | 17755/20000 [21:13:02<2:22:01, 3.80s/it] 89%|████████▉ | 17756/20000 [21:13:06<2:16:41, 3.65s/it] 89%|████████▉ | 17757/20000 [21:13:09<2:12:02, 3.53s/it] 89%|████████▉ | 17758/20000 [21:13:12<2:07:20, 3.41s/it] 89%|████████▉ | 17759/20000 [21:13:15<2:01:42, 3.26s/it] 89%|████████▉ | 17760/20000 [21:13:18<1:56:43, 3.13s/it] 89%|████████▉ | 17761/20000 [21:13:20<1:50:36, 2.96s/it] 89%|████████▉ | 17762/20000 [21:13:23<1:43:14, 2.77s/it] 89%|████████▉ | 17763/20000 [21:13:24<1:31:22, 2.45s/it] 89%|████████▉ | 17764/20000 [21:13:32<2:33:21, 4.12s/it] 89%|████████▉ | 17765/20000 [21:13:38<2:54:20, 4.68s/it] 89%|████████▉ | 17766/20000 [21:13:43<3:00:31, 4.85s/it] 89%|████████▉ | 17767/20000 [21:13:48<3:00:25, 4.85s/it] 89%|████████▉ | 17768/20000 [21:13:53<2:57:21, 4.77s/it] 89%|████████▉ | 17769/20000 [21:13:57<2:52:13, 4.63s/it] 89%|████████▉ | 17770/20000 [21:14:01<2:45:30, 4.45s/it] 89%|████████▉ | 17771/20000 [21:14:05<2:39:10, 4.28s/it] 89%|████████▉ | 17772/20000 [21:14:09<2:33:19, 4.13s/it] 89%|████████▉ | 17773/20000 [21:14:13<2:27:30, 3.97s/it] 89%|████████▉ | 17774/20000 [21:14:16<2:22:43, 3.85s/it] 89%|████████▉ | 17775/20000 [21:14:19<2:16:53, 3.69s/it] 89%|████████▉ | 17776/20000 [21:14:23<2:11:40, 3.55s/it] 89%|████████▉ | 17777/20000 [21:14:26<2:07:10, 3.43s/it] 89%|████████▉ | 17778/20000 [21:14:29<2:01:32, 3.28s/it] 89%|████████▉ | 17779/20000 [21:14:32<1:55:52, 3.13s/it] 89%|████████▉ | 17780/20000 [21:14:34<1:50:28, 2.99s/it] 89%|████████▉ | 17781/20000 [21:14:36<1:42:40, 2.78s/it] 89%|████████▉ | 17782/20000 [21:14:38<1:30:53, 2.46s/it] 89%|████████▉ | 17783/20000 [21:14:44<2:03:34, 3.34s/it] 89%|████████▉ | 17784/20000 [21:14:46<1:55:20, 3.12s/it] 89%|████████▉ | 17785/20000 [21:14:55<3:03:44, 4.98s/it] 89%|████████▉ | 17786/20000 [21:15:01<3:13:43, 5.25s/it] 89%|████████▉ | 17787/20000 [21:15:07<3:13:46, 5.25s/it] 89%|████████▉ | 17788/20000 [21:15:11<3:08:38, 5.12s/it] 89%|████████▉ | 17789/20000 [21:15:16<3:02:08, 4.94s/it] 89%|████████▉ | 17790/20000 [21:15:20<2:54:49, 4.75s/it] 89%|████████▉ | 17791/20000 [21:15:24<2:46:28, 4.52s/it] 89%|████████▉ | 17792/20000 [21:15:28<2:39:00, 4.32s/it] 89%|████████▉ | 17793/20000 [21:15:32<2:32:06, 4.14s/it] 89%|████████▉ | 17794/20000 [21:15:35<2:25:36, 3.96s/it] 89%|████████▉ | 17795/20000 [21:15:39<2:19:21, 3.79s/it] 89%|████████▉ | 17796/20000 [21:15:42<2:14:27, 3.66s/it] 89%|████████▉ | 17797/20000 [21:15:45<2:09:11, 3.52s/it] 89%|████████▉ | 17798/20000 [21:15:48<2:04:07, 3.38s/it] 89%|████████▉ | 17799/20000 [21:15:51<1:59:06, 3.25s/it] 89%|████████▉ | 17800/20000 [21:15:54<1:53:21, 3.09s/it] 89%|████████▉ | 17801/20000 [21:15:57<1:47:10, 2.92s/it] 89%|████████▉ | 17802/20000 [21:15:59<1:39:55, 2.73s/it] 89%|████████▉ | 17803/20000 [21:16:00<1:28:04, 2.41s/it] 89%|████████▉ | 17804/20000 [21:16:08<2:28:26, 4.06s/it] 89%|████████▉ | 17805/20000 [21:16:14<2:47:04, 4.57s/it] 89%|████████▉ | 17806/20000 [21:16:19<2:53:37, 4.75s/it] 89%|████████▉ | 17807/20000 [21:16:24<2:53:11, 4.74s/it] 89%|████████▉ | 17808/20000 [21:16:28<2:50:03, 4.65s/it] 89%|████████▉ | 17809/20000 [21:16:33<2:46:19, 4.55s/it] 89%|████████▉ | 17810/20000 [21:16:37<2:40:15, 4.39s/it] 89%|████████▉ | 17811/20000 [21:16:41<2:34:31, 4.24s/it] 89%|████████▉ | 17812/20000 [21:16:44<2:29:08, 4.09s/it] 89%|████████▉ | 17813/20000 [21:16:48<2:24:06, 3.95s/it] 89%|████████▉ | 17814/20000 [21:16:52<2:18:39, 3.81s/it] 89%|████████▉ | 17815/20000 [21:16:55<2:13:07, 3.66s/it] 89%|████████▉ | 17816/20000 [21:16:58<2:08:17, 3.52s/it] 89%|████████▉ | 17817/20000 [21:17:01<2:03:16, 3.39s/it] 89%|████████▉ | 17818/20000 [21:17:04<1:57:36, 3.23s/it] 89%|████████▉ | 17819/20000 [21:17:07<1:52:39, 3.10s/it] 89%|████████▉ | 17820/20000 [21:17:09<1:46:50, 2.94s/it] 89%|████████▉ | 17821/20000 [21:17:12<1:39:49, 2.75s/it] 89%|████████▉ | 17822/20000 [21:17:13<1:28:23, 2.44s/it] 89%|████████▉ | 17823/20000 [21:17:21<2:28:25, 4.09s/it] 89%|████████▉ | 17824/20000 [21:17:27<2:48:10, 4.64s/it] 89%|████████▉ | 17825/20000 [21:17:32<2:53:55, 4.80s/it] 89%|████████▉ | 17826/20000 [21:17:37<2:54:14, 4.81s/it] 89%|████████▉ | 17827/20000 [21:17:42<2:51:00, 4.72s/it] 89%|████████▉ | 17828/20000 [21:17:46<2:46:30, 4.60s/it] 89%|████████▉ | 17829/20000 [21:17:50<2:40:15, 4.43s/it] 89%|████████▉ | 17830/20000 [21:17:54<2:33:57, 4.26s/it] 89%|████████▉ | 17831/20000 [21:17:58<2:28:18, 4.10s/it] 89%|████████▉ | 17832/20000 [21:18:01<2:22:55, 3.96s/it] 89%|████████▉ | 17833/20000 [21:18:05<2:18:11, 3.83s/it] 89%|████████▉ | 17834/20000 [21:18:08<2:12:51, 3.68s/it] 89%|████████▉ | 17835/20000 [21:18:11<2:07:45, 3.54s/it] 89%|████████▉ | 17836/20000 [21:18:15<2:03:37, 3.43s/it] 89%|████████▉ | 17837/20000 [21:18:18<1:58:36, 3.29s/it] 89%|████████▉ | 17838/20000 [21:18:20<1:53:23, 3.15s/it] 89%|████████▉ | 17839/20000 [21:18:23<1:48:09, 3.00s/it] 89%|████████▉ | 17840/20000 [21:18:25<1:41:34, 2.82s/it] 89%|████████▉ | 17841/20000 [21:18:27<1:31:08, 2.53s/it] 89%|████████▉ | 17842/20000 [21:18:36<2:35:42, 4.33s/it] 89%|████████▉ | 17843/20000 [21:18:42<2:53:50, 4.84s/it] 89%|████████▉ | 17844/20000 [21:18:47<2:57:56, 4.95s/it] 89%|████████▉ | 17845/20000 [21:18:52<2:56:32, 4.92s/it] 89%|████████▉ | 17846/20000 [21:18:56<2:52:05, 4.79s/it] 89%|████████▉ | 17847/20000 [21:19:01<2:47:40, 4.67s/it] 89%|████████▉ | 17848/20000 [21:19:05<2:41:17, 4.50s/it] 89%|████████▉ | 17849/20000 [21:19:09<2:35:19, 4.33s/it] 89%|████████▉ | 17850/20000 [21:19:13<2:29:40, 4.18s/it] 89%|████████▉ | 17851/20000 [21:19:16<2:23:37, 4.01s/it] 89%|████████▉ | 17852/20000 [21:19:20<2:19:31, 3.90s/it] 89%|████████▉ | 17853/20000 [21:19:23<2:13:45, 3.74s/it] 89%|████████▉ | 17854/20000 [21:19:27<2:08:47, 3.60s/it] 89%|████████▉ | 17855/20000 [21:19:30<2:04:56, 3.49s/it] 89%|████████▉ | 17856/20000 [21:19:33<1:58:50, 3.33s/it] 89%|████████▉ | 17857/20000 [21:19:35<1:53:02, 3.17s/it] 89%|████████▉ | 17858/20000 [21:19:38<1:47:13, 3.00s/it] 89%|████████▉ | 17859/20000 [21:19:40<1:40:14, 2.81s/it] 89%|████████▉ | 17860/20000 [21:19:42<1:29:33, 2.51s/it] 89%|████████▉ | 17861/20000 [21:19:48<1:58:30, 3.32s/it] 89%|████████▉ | 17862/20000 [21:19:50<1:52:40, 3.16s/it] 89%|████████▉ | 17863/20000 [21:20:00<3:03:00, 5.14s/it] 89%|████████▉ | 17864/20000 [21:20:07<3:18:18, 5.57s/it] 89%|████████▉ | 17865/20000 [21:20:12<3:15:31, 5.49s/it] 89%|████████▉ | 17866/20000 [21:20:17<3:09:30, 5.33s/it] 89%|████████▉ | 17867/20000 [21:20:21<3:01:52, 5.12s/it] 89%|████████▉ | 17868/20000 [21:20:26<2:54:05, 4.90s/it] 89%|████████▉ | 17869/20000 [21:20:30<2:45:23, 4.66s/it] 89%|████████▉ | 17870/20000 [21:20:34<2:38:11, 4.46s/it] 89%|████████▉ | 17871/20000 [21:20:38<2:31:16, 4.26s/it] 89%|████████▉ | 17872/20000 [21:20:41<2:24:41, 4.08s/it] 89%|████████▉ | 17873/20000 [21:20:45<2:18:51, 3.92s/it] 89%|████████▉ | 17874/20000 [21:20:48<2:12:51, 3.75s/it] 89%|████████▉ | 17875/20000 [21:20:52<2:07:45, 3.61s/it] 89%|████████▉ | 17876/20000 [21:20:55<2:02:46, 3.47s/it] 89%|████████▉ | 17877/20000 [21:20:58<1:56:50, 3.30s/it] 89%|████████▉ | 17878/20000 [21:21:00<1:51:06, 3.14s/it] 89%|████████▉ | 17879/20000 [21:21:03<1:45:46, 2.99s/it] 89%|████████▉ | 17880/20000 [21:21:05<1:39:00, 2.80s/it] 89%|████████▉ | 17881/20000 [21:21:07<1:27:59, 2.49s/it] 89%|████████▉ | 17882/20000 [21:21:16<2:31:01, 4.28s/it] 89%|████████▉ | 17883/20000 [21:21:22<2:48:22, 4.77s/it] 89%|████████▉ | 17884/20000 [21:21:27<2:51:00, 4.85s/it] 89%|████████▉ | 17885/20000 [21:21:31<2:49:44, 4.82s/it] 89%|████████▉ | 17886/20000 [21:21:36<2:45:45, 4.70s/it] 89%|████████▉ | 17887/20000 [21:21:40<2:39:41, 4.53s/it] 89%|████████▉ | 17888/20000 [21:21:44<2:33:28, 4.36s/it] 89%|████████▉ | 17889/20000 [21:21:48<2:27:47, 4.20s/it] 89%|████████▉ | 17890/20000 [21:21:51<2:22:22, 4.05s/it] 89%|████████▉ | 17891/20000 [21:21:55<2:16:18, 3.88s/it] 89%|████████▉ | 17892/20000 [21:21:58<2:11:09, 3.73s/it] 89%|████████▉ | 17893/20000 [21:22:02<2:06:01, 3.59s/it] 89%|████████▉ | 17894/20000 [21:22:05<2:02:04, 3.48s/it] 89%|████████▉ | 17895/20000 [21:22:08<1:58:58, 3.39s/it] 89%|████████▉ | 17896/20000 [21:22:11<1:53:56, 3.25s/it] 89%|████████▉ | 17897/20000 [21:22:14<1:49:43, 3.13s/it] 89%|████████▉ | 17898/20000 [21:22:16<1:44:34, 2.98s/it] 89%|████████▉ | 17899/20000 [21:22:19<1:37:33, 2.79s/it] 90%|████████▉ | 17900/20000 [21:22:20<1:26:51, 2.48s/it] 90%|████████▉ | 17901/20000 [21:22:29<2:28:15, 4.24s/it] 90%|████████▉ | 17902/20000 [21:22:35<2:50:17, 4.87s/it] 90%|████████▉ | 17903/20000 [21:22:41<2:59:13, 5.13s/it] 90%|████████▉ | 17904/20000 [21:22:46<2:59:44, 5.15s/it] 90%|████████▉ | 17905/20000 [21:22:51<2:57:28, 5.08s/it] 90%|████████▉ | 17906/20000 [21:22:56<2:53:28, 4.97s/it] 90%|████████▉ | 17907/20000 [21:23:00<2:47:21, 4.80s/it] 90%|████████▉ | 17908/20000 [21:23:04<2:39:57, 4.59s/it] 90%|████████▉ | 17909/20000 [21:23:08<2:32:58, 4.39s/it] 90%|████████▉ | 17910/20000 [21:23:12<2:26:26, 4.20s/it] 90%|████████▉ | 17911/20000 [21:23:16<2:20:44, 4.04s/it] 90%|████████▉ | 17912/20000 [21:23:19<2:15:54, 3.91s/it] 90%|████████▉ | 17913/20000 [21:23:22<2:09:58, 3.74s/it] 90%|████████▉ | 17914/20000 [21:23:26<2:03:50, 3.56s/it] 90%|████████▉ | 17915/20000 [21:23:29<1:57:46, 3.39s/it] 90%|████████▉ | 17916/20000 [21:23:32<1:52:58, 3.25s/it] 90%|████████▉ | 17917/20000 [21:23:34<1:46:20, 3.06s/it] 90%|████████▉ | 17918/20000 [21:23:37<1:38:52, 2.85s/it] 90%|████████▉ | 17919/20000 [21:23:38<1:27:41, 2.53s/it] 90%|████████▉ | 17920/20000 [21:23:47<2:29:16, 4.31s/it] 90%|████████▉ | 17921/20000 [21:23:53<2:46:35, 4.81s/it] 90%|████████▉ | 17922/20000 [21:23:58<2:50:51, 4.93s/it] 90%|████████▉ | 17923/20000 [21:24:03<2:51:18, 4.95s/it] 90%|████████▉ | 17924/20000 [21:24:08<2:50:08, 4.92s/it] 90%|████████▉ | 17925/20000 [21:24:12<2:47:49, 4.85s/it] 90%|████████▉ | 17926/20000 [21:24:17<2:42:49, 4.71s/it] 90%|████████▉ | 17927/20000 [21:24:21<2:37:38, 4.56s/it] 90%|████████▉ | 17928/20000 [21:24:25<2:31:01, 4.37s/it] 90%|████████▉ | 17929/20000 [21:24:29<2:26:02, 4.23s/it] 90%|████████▉ | 17930/20000 [21:24:33<2:21:09, 4.09s/it] 90%|████████▉ | 17931/20000 [21:24:36<2:16:25, 3.96s/it] 90%|████████▉ | 17932/20000 [21:24:40<2:11:44, 3.82s/it] 90%|████████▉ | 17933/20000 [21:24:43<2:06:34, 3.67s/it] 90%|████████▉ | 17934/20000 [21:24:46<2:00:40, 3.50s/it] 90%|████████▉ | 17935/20000 [21:24:49<1:55:47, 3.36s/it] 90%|████████▉ | 17936/20000 [21:24:52<1:51:37, 3.24s/it] 90%|████████▉ | 17937/20000 [21:24:55<1:44:16, 3.03s/it] 90%|████████▉ | 17938/20000 [21:24:57<1:32:42, 2.70s/it] 90%|████████▉ | 17939/20000 [21:25:02<2:03:33, 3.60s/it] 90%|████████▉ | 17940/20000 [21:25:05<1:55:24, 3.36s/it] 90%|████████▉ | 17941/20000 [21:25:15<3:01:59, 5.30s/it] 90%|████████▉ | 17942/20000 [21:25:21<3:10:22, 5.55s/it] 90%|████████▉ | 17943/20000 [21:25:27<3:08:52, 5.51s/it] 90%|████████▉ | 17944/20000 [21:25:32<3:03:06, 5.34s/it] 90%|████████▉ | 17945/20000 [21:25:36<2:56:19, 5.15s/it] 90%|████████▉ | 17946/20000 [21:25:41<2:48:58, 4.94s/it] 90%|████████▉ | 17947/20000 [21:25:45<2:41:07, 4.71s/it] 90%|████████▉ | 17948/20000 [21:25:49<2:33:20, 4.48s/it] 90%|████████▉ | 17949/20000 [21:25:53<2:27:36, 4.32s/it] 90%|████████▉ | 17950/20000 [21:25:57<2:21:43, 4.15s/it] 90%|████████▉ | 17951/20000 [21:26:00<2:15:35, 3.97s/it] 90%|████████▉ | 17952/20000 [21:26:04<2:10:26, 3.82s/it] 90%|████████▉ | 17953/20000 [21:26:07<2:05:03, 3.67s/it] 90%|████████▉ | 17954/20000 [21:26:10<2:00:38, 3.54s/it] 90%|████████▉ | 17955/20000 [21:26:13<1:55:53, 3.40s/it] 90%|████████▉ | 17956/20000 [21:26:16<1:50:50, 3.25s/it] 90%|████████▉ | 17957/20000 [21:26:19<1:45:15, 3.09s/it] 90%|████████▉ | 17958/20000 [21:26:21<1:38:31, 2.90s/it] 90%|████████▉ | 17959/20000 [21:26:23<1:27:28, 2.57s/it] 90%|████████▉ | 17960/20000 [21:26:31<2:22:38, 4.20s/it] 90%|████████▉ | 17961/20000 [21:26:37<2:40:16, 4.72s/it] 90%|████████▉ | 17962/20000 [21:26:42<2:46:28, 4.90s/it] 90%|████████▉ | 17963/20000 [21:26:47<2:46:45, 4.91s/it] 90%|████████▉ | 17964/20000 [21:26:52<2:44:38, 4.85s/it] 90%|████████▉ | 17965/20000 [21:26:56<2:40:53, 4.74s/it] 90%|████████▉ | 17966/20000 [21:27:01<2:35:19, 4.58s/it] 90%|████████▉ | 17967/20000 [21:27:05<2:30:33, 4.44s/it] 90%|████████▉ | 17968/20000 [21:27:09<2:25:07, 4.29s/it] 90%|████████▉ | 17969/20000 [21:27:12<2:19:09, 4.11s/it] 90%|████████▉ | 17970/20000 [21:27:16<2:14:01, 3.96s/it] 90%|████████▉ | 17971/20000 [21:27:19<2:08:54, 3.81s/it] 90%|████████▉ | 17972/20000 [21:27:23<2:04:04, 3.67s/it] 90%|████████▉ | 17973/20000 [21:27:26<2:00:02, 3.55s/it] 90%|████████▉ | 17974/20000 [21:27:29<1:55:04, 3.41s/it] 90%|████████▉ | 17975/20000 [21:27:32<1:49:56, 3.26s/it] 90%|████████▉ | 17976/20000 [21:27:35<1:44:54, 3.11s/it] 90%|████████▉ | 17977/20000 [21:27:37<1:40:06, 2.97s/it] 90%|████████▉ | 17978/20000 [21:27:39<1:28:30, 2.63s/it] 90%|████████▉ | 17979/20000 [21:27:47<2:23:38, 4.26s/it] 90%|████████▉ | 17980/20000 [21:27:53<2:37:45, 4.69s/it] 90%|████████▉ | 17981/20000 [21:27:58<2:42:01, 4.82s/it] 90%|████████▉ | 17982/20000 [21:28:03<2:40:51, 4.78s/it] 90%|████████▉ | 17983/20000 [21:28:07<2:38:18, 4.71s/it] 90%|████████▉ | 17984/20000 [21:28:12<2:33:31, 4.57s/it] 90%|████████▉ | 17985/20000 [21:28:16<2:28:12, 4.41s/it] 90%|████████▉ | 17986/20000 [21:28:20<2:23:11, 4.27s/it] 90%|████████▉ | 17987/20000 [21:28:23<2:17:44, 4.11s/it] 90%|████████▉ | 17988/20000 [21:28:27<2:12:36, 3.95s/it] 90%|████████▉ | 17989/20000 [21:28:30<2:07:26, 3.80s/it] 90%|████████▉ | 17990/20000 [21:28:34<2:02:23, 3.65s/it] 90%|████████▉ | 17991/20000 [21:28:37<1:57:53, 3.52s/it] 90%|████████▉ | 17992/20000 [21:28:40<1:53:06, 3.38s/it] 90%|████████▉ | 17993/20000 [21:28:43<1:48:02, 3.23s/it] 90%|████████▉ | 17994/20000 [21:28:46<1:43:07, 3.08s/it] 90%|████████▉ | 17995/20000 [21:28:48<1:37:31, 2.92s/it] 90%|████████▉ | 17996/20000 [21:28:50<1:31:24, 2.74s/it] 90%|████████▉ | 17997/20000 [21:28:52<1:21:16, 2.43s/it] 90%|████████▉ | 17998/20000 [21:29:01<2:23:44, 4.31s/it] 90%|████████▉ | 17999/20000 [21:29:07<2:41:15, 4.84s/it] 90%|█████████ | 18000/20000 [21:29:12<2:45:52, 4.98s/it] 90%|█████████ | 18000/20000 [21:29:12<2:45:52, 4.98s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.10090558975934982, 'eval_wer': 0.07173238812583074, 'eval_runtime': 61.85, 'eval_samples_per_second': 30.024, 'eval_steps_per_second': 1.261, 'epoch': 224.36} {'loss': 0.0017, 'learning_rate': 5.1410256410256414e-05, 'epoch': 230.77} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:24, 3.16it/s][A 4%|▍ | 3/78 [00:01<00:33, 2.27it/s][A 5%|▌ | 4/78 [00:01<00:37, 1.99it/s][A 6%|▋ | 5/78 [00:02<00:41, 1.78it/s][A 8%|▊ | 6/78 [00:03<00:46, 1.55it/s][A 9%|▉ | 7/78 [00:04<00:51, 1.39it/s][A 10%|█ | 8/78 [00:05<00:54, 1.28it/s][A 12%|█▏ | 9/78 [00:06<00:56, 1.23it/s][A 13%|█▎ | 10/78 [00:06<00:54, 1.24it/s][A 14%|█▍ | 11/78 [00:07<00:52, 1.28it/s][A 15%|█▌ | 12/78 [00:08<00:49, 1.34it/s][A 17%|█▋ | 13/78 [00:08<00:46, 1.40it/s][A 18%|█▊ | 14/78 [00:09<00:47, 1.35it/s][A 19%|█▉ | 15/78 [00:10<00:48, 1.30it/s][A 21%|██ | 16/78 [00:11<00:49, 1.25it/s][A 22%|██▏ | 17/78 [00:12<00:48, 1.25it/s][A 23%|██▎ | 18/78 [00:13<00:51, 1.16it/s][A 24%|██▍ | 19/78 [00:13<00:49, 1.19it/s][A 26%|██▌ | 20/78 [00:14<00:44, 1.29it/s][A 27%|██▋ | 21/78 [00:15<00:45, 1.25it/s][A 28%|██▊ | 22/78 [00:16<00:42, 1.32it/s][A 29%|██▉ | 23/78 [00:16<00:40, 1.36it/s][A 31%|███ | 24/78 [00:17<00:40, 1.34it/s][A 32%|███▏ | 25/78 [00:18<00:38, 1.37it/s][A 33%|███▎ | 26/78 [00:18<00:36, 1.42it/s][A 35%|███▍ | 27/78 [00:19<00:35, 1.44it/s][A 36%|███▌ | 28/78 [00:20<00:35, 1.40it/s][A 37%|███▋ | 29/78 [00:20<00:33, 1.48it/s][A 38%|███▊ | 30/78 [00:21<00:34, 1.38it/s][A 40%|███▉ | 31/78 [00:22<00:32, 1.43it/s][A 41%|████ | 32/78 [00:23<00:31, 1.46it/s][A 42%|████▏ | 33/78 [00:23<00:30, 1.49it/s][A 44%|████▎ | 34/78 [00:24<00:28, 1.53it/s][A 45%|████▍ | 35/78 [00:24<00:27, 1.57it/s][A 46%|████▌ | 36/78 [00:25<00:26, 1.57it/s][A 47%|████▋ | 37/78 [00:26<00:27, 1.50it/s][A 49%|████▊ | 38/78 [00:26<00:27, 1.45it/s][A 50%|█████ | 39/78 [00:27<00:30, 1.27it/s][A 51%|█████▏ | 40/78 [00:28<00:30, 1.25it/s][A 53%|█████▎ | 41/78 [00:29<00:32, 1.14it/s][A 54%|█████▍ | 42/78 [00:30<00:30, 1.18it/s][A 55%|█████▌ | 43/78 [00:31<00:29, 1.17it/s][A 56%|█████▋ | 44/78 [00:32<00:28, 1.18it/s][A 58%|█████▊ | 45/78 [00:33<00:27, 1.22it/s][A 59%|█████▉ | 46/78 [00:34<00:30, 1.06it/s][A 60%|██████ | 47/78 [00:35<00:26, 1.17it/s][A 62%|██████▏ | 48/78 [00:35<00:24, 1.25it/s][A 63%|██████▎ | 49/78 [00:36<00:21, 1.36it/s][A 64%|██████▍ | 50/78 [00:36<00:20, 1.37it/s][A 65%|██████▌ | 51/78 [00:37<00:18, 1.46it/s][A 67%|██████▋ | 52/78 [00:38<00:17, 1.49it/s][A 68%|██████▊ | 53/78 [00:38<00:16, 1.49it/s][A 69%|██████▉ | 54/78 [00:39<00:16, 1.42it/s][A 71%|███████ | 55/78 [00:40<00:16, 1.37it/s][A 72%|███████▏ | 56/78 [00:41<00:16, 1.36it/s][A 73%|███████▎ | 57/78 [00:42<00:18, 1.15it/s][A 74%|███████▍ | 58/78 [00:43<00:17, 1.16it/s][A 76%|███████▌ | 59/78 [00:44<00:16, 1.13it/s][A 77%|███████▋ | 60/78 [00:44<00:15, 1.20it/s][A 78%|███████▊ | 61/78 [00:45<00:13, 1.22it/s][A 79%|███████▉ | 62/78 [00:46<00:12, 1.23it/s][A 81%|████████ | 63/78 [00:47<00:11, 1.25it/s][A 82%|████████▏ | 64/78 [00:48<00:11, 1.25it/s][A 83%|████████▎ | 65/78 [00:48<00:10, 1.27it/s][A 85%|████████▍ | 66/78 [00:49<00:09, 1.31it/s][A 86%|████████▌ | 67/78 [00:50<00:08, 1.30it/s][A 87%|████████▋ | 68/78 [00:51<00:07, 1.31it/s][A 88%|████████▊ | 69/78 [00:51<00:06, 1.33it/s][A 90%|████████▉ | 70/78 [00:52<00:06, 1.27it/s][A 91%|█████████ | 71/78 [00:53<00:05, 1.32it/s][A 92%|█████████▏| 72/78 [00:54<00:04, 1.34it/s][A 94%|█████████▎| 73/78 [00:54<00:03, 1.31it/s][A 95%|█████████▍| 74/78 [00:55<00:03, 1.31it/s][A 96%|█████████▌| 75/78 [00:56<00:02, 1.29it/s][A 97%|█████████▋| 76/78 [00:57<00:01, 1.27it/s][A 99%|█████████▊| 77/78 [00:57<00:00, 1.32it/s][A 100%|██████████| 78/78 [00:58<00:00, 1.64it/s][A [A 90%|█████████ | 18000/20000 [21:30:13<2:45:52, 4.98s/it] 100%|██████████| 78/78 [00:59<00:00, 1.64it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-18000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-18000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-18000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-18000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-17500] due to args.save_total_limit 90%|█████████ | 18001/20000 [21:30:31<15:01:54, 27.07s/it] 90%|█████████ | 18002/20000 [21:30:36<11:20:42, 20.44s/it] 90%|█████████ | 18003/20000 [21:30:41<8:43:50, 15.74s/it] 90%|█████████ | 18004/20000 [21:30:45<6:50:24, 12.34s/it] 90%|█████████ | 18005/20000 [21:30:49<5:28:35, 9.88s/it] 90%|█████████ | 18006/20000 [21:30:53<4:29:55, 8.12s/it] 90%|█████████ | 18007/20000 [21:30:57<3:48:34, 6.88s/it] 90%|█████████ | 18008/20000 [21:31:01<3:17:04, 5.94s/it] 90%|█████████ | 18009/20000 [21:31:04<2:52:55, 5.21s/it] 90%|█████████ | 18010/20000 [21:31:08<2:35:07, 4.68s/it] 90%|█████████ | 18011/20000 [21:31:11<2:21:19, 4.26s/it] 90%|█████████ | 18012/20000 [21:31:14<2:09:38, 3.91s/it] 90%|█████████ | 18013/20000 [21:31:17<1:59:43, 3.62s/it] 90%|█████████ | 18014/20000 [21:31:20<1:50:44, 3.35s/it] 90%|█████████ | 18015/20000 [21:31:22<1:41:58, 3.08s/it] 90%|█████████ | 18016/20000 [21:31:24<1:30:14, 2.73s/it] 90%|█████████ | 18017/20000 [21:31:30<2:03:34, 3.74s/it] 90%|█████████ | 18018/20000 [21:31:33<1:55:57, 3.51s/it] 90%|█████████ | 18019/20000 [21:31:44<3:02:52, 5.54s/it] 90%|█████████ | 18020/20000 [21:31:50<3:12:38, 5.84s/it] 90%|█████████ | 18021/20000 [21:31:56<3:11:30, 5.81s/it] 90%|█████████ | 18022/20000 [21:32:01<3:05:10, 5.62s/it] 90%|█████████ | 18023/20000 [21:32:06<2:55:50, 5.34s/it] 90%|█████████ | 18024/20000 [21:32:10<2:47:24, 5.08s/it] 90%|█████████ | 18025/20000 [21:32:14<2:39:04, 4.83s/it] 90%|█████████ | 18026/20000 [21:32:19<2:32:40, 4.64s/it] 90%|█████████ | 18027/20000 [21:32:23<2:25:20, 4.42s/it] 90%|█████████ | 18028/20000 [21:32:26<2:19:13, 4.24s/it] 90%|█████████ | 18029/20000 [21:32:30<2:13:23, 4.06s/it] 90%|█████████ | 18030/20000 [21:32:34<2:08:59, 3.93s/it] 90%|█████████ | 18031/20000 [21:32:37<2:04:47, 3.80s/it] 90%|█████████ | 18032/20000 [21:32:40<1:59:36, 3.65s/it] 90%|█████████ | 18033/20000 [21:32:43<1:54:06, 3.48s/it] 90%|█████████ | 18034/20000 [21:32:46<1:49:05, 3.33s/it] 90%|█████████ | 18035/20000 [21:32:49<1:43:31, 3.16s/it] 90%|█████████ | 18036/20000 [21:32:52<1:36:53, 2.96s/it] 90%|█████████ | 18037/20000 [21:32:54<1:26:19, 2.64s/it] 90%|█████████ | 18038/20000 [21:33:03<2:27:48, 4.52s/it] 90%|█████████ | 18039/20000 [21:33:09<2:45:53, 5.08s/it] 90%|█████████ | 18040/20000 [21:33:15<2:52:13, 5.27s/it] 90%|█████████ | 18041/20000 [21:33:20<2:50:29, 5.22s/it] 90%|█████████ | 18042/20000 [21:33:25<2:46:30, 5.10s/it] 90%|█████████ | 18043/20000 [21:33:29<2:41:56, 4.97s/it] 90%|█████████ | 18044/20000 [21:33:34<2:36:17, 4.79s/it] 90%|█████████ | 18045/20000 [21:33:38<2:30:38, 4.62s/it] 90%|█████████ | 18046/20000 [21:33:42<2:25:17, 4.46s/it] 90%|█████████ | 18047/20000 [21:33:46<2:20:27, 4.32s/it] 90%|█████████ | 18048/20000 [21:33:50<2:15:28, 4.16s/it] 90%|█████████ | 18049/20000 [21:33:53<2:10:31, 4.01s/it] 90%|█████████ | 18050/20000 [21:33:57<2:05:17, 3.86s/it] 90%|█████████ | 18051/20000 [21:34:00<2:01:01, 3.73s/it] 90%|█████████ | 18052/20000 [21:34:03<1:56:02, 3.57s/it] 90%|█████████ | 18053/20000 [21:34:06<1:50:31, 3.41s/it] 90%|█████████ | 18054/20000 [21:34:09<1:45:03, 3.24s/it] 90%|█████████ | 18055/20000 [21:34:12<1:38:10, 3.03s/it] 90%|█████████ | 18056/20000 [21:34:14<1:27:16, 2.69s/it] 90%|█████████ | 18057/20000 [21:34:23<2:31:28, 4.68s/it] 90%|█████████ | 18058/20000 [21:34:29<2:47:26, 5.17s/it] 90%|█████████ | 18059/20000 [21:34:35<2:51:18, 5.30s/it] 90%|█████████ | 18060/20000 [21:34:40<2:51:05, 5.29s/it] 90%|█████████ | 18061/20000 [21:34:45<2:47:09, 5.17s/it] 90%|█████████ | 18062/20000 [21:34:50<2:41:31, 5.00s/it] 90%|█████████ | 18063/20000 [21:34:54<2:34:04, 4.77s/it] 90%|█████████ | 18064/20000 [21:34:58<2:27:49, 4.58s/it] 90%|█████████ | 18065/20000 [21:35:02<2:22:17, 4.41s/it] 90%|█████████ | 18066/20000 [21:35:06<2:17:22, 4.26s/it] 90%|█████████ | 18067/20000 [21:35:10<2:12:23, 4.11s/it] 90%|█████████ | 18068/20000 [21:35:13<2:07:11, 3.95s/it] 90%|█████████ | 18069/20000 [21:35:17<2:01:54, 3.79s/it] 90%|█████████ | 18070/20000 [21:35:20<1:58:09, 3.67s/it] 90%|█████████ | 18071/20000 [21:35:23<1:52:05, 3.49s/it] 90%|█████████ | 18072/20000 [21:35:26<1:46:14, 3.31s/it] 90%|█████████ | 18073/20000 [21:35:29<1:40:24, 3.13s/it] 90%|█████████ | 18074/20000 [21:35:31<1:33:38, 2.92s/it] 90%|█████████ | 18075/20000 [21:35:33<1:22:43, 2.58s/it] 90%|█████████ | 18076/20000 [21:35:42<2:19:18, 4.34s/it] 90%|█████████ | 18077/20000 [21:35:48<2:36:06, 4.87s/it] 90%|█████████ | 18078/20000 [21:35:53<2:42:44, 5.08s/it] 90%|█████████ | 18079/20000 [21:35:58<2:43:15, 5.10s/it] 90%|█████████ | 18080/20000 [21:36:03<2:41:33, 5.05s/it] 90%|█████████ | 18081/20000 [21:36:08<2:37:31, 4.93s/it] 90%|█████████ | 18082/20000 [21:36:12<2:31:42, 4.75s/it] 90%|█████████ | 18083/20000 [21:36:17<2:27:25, 4.61s/it] 90%|█████████ | 18084/20000 [21:36:21<2:21:45, 4.44s/it] 90%|█████████ | 18085/20000 [21:36:24<2:16:15, 4.27s/it] 90%|█████████ | 18086/20000 [21:36:28<2:11:14, 4.11s/it] 90%|█████████ | 18087/20000 [21:36:32<2:06:40, 3.97s/it] 90%|█████████ | 18088/20000 [21:36:35<2:01:35, 3.82s/it] 90%|█████████ | 18089/20000 [21:36:39<1:56:43, 3.66s/it] 90%|█████████ | 18090/20000 [21:36:42<1:51:38, 3.51s/it] 90%|█████████ | 18091/20000 [21:36:45<1:46:24, 3.34s/it] 90%|█████████ | 18092/20000 [21:36:48<1:41:20, 3.19s/it] 90%|█████████ | 18093/20000 [21:36:50<1:34:56, 2.99s/it] 90%|█████████ | 18094/20000 [21:36:52<1:24:36, 2.66s/it] 90%|█████████ | 18095/20000 [21:36:57<1:51:19, 3.51s/it] 90%|█████████ | 18096/20000 [21:37:00<1:44:32, 3.29s/it] 90%|█████████ | 18097/20000 [21:37:10<2:44:51, 5.20s/it] 90%|█████████ | 18098/20000 [21:37:16<2:52:38, 5.45s/it] 90%|█████████ | 18099/20000 [21:37:21<2:52:14, 5.44s/it] 90%|█████████ | 18100/20000 [21:37:26<2:49:01, 5.34s/it] 91%|█████████ | 18101/20000 [21:37:31<2:44:16, 5.19s/it] 91%|█████████ | 18102/20000 [21:37:36<2:38:33, 5.01s/it] 91%|█████████ | 18103/20000 [21:37:40<2:31:56, 4.81s/it] 91%|█████████ | 18104/20000 [21:37:44<2:25:33, 4.61s/it] 91%|█████████ | 18105/20000 [21:37:48<2:19:47, 4.43s/it] 91%|█████████ | 18106/20000 [21:37:52<2:14:22, 4.26s/it] 91%|█████████ | 18107/20000 [21:37:56<2:09:11, 4.09s/it] 91%|█████████ | 18108/20000 [21:37:59<2:03:58, 3.93s/it] 91%|█████████ | 18109/20000 [21:38:03<1:59:34, 3.79s/it] 91%|█████████ | 18110/20000 [21:38:06<1:55:38, 3.67s/it] 91%|█████████ | 18111/20000 [21:38:10<1:50:49, 3.52s/it] 91%|█████████ | 18112/20000 [21:38:13<1:46:25, 3.38s/it] 91%|█████████ | 18113/20000 [21:38:15<1:41:50, 3.24s/it] 91%|█████████ | 18114/20000 [21:38:18<1:36:14, 3.06s/it] 91%|█████████ | 18115/20000 [21:38:20<1:26:04, 2.74s/it] 91%|█████████ | 18116/20000 [21:38:29<2:24:25, 4.60s/it] 91%|█████████ | 18117/20000 [21:38:36<2:44:36, 5.25s/it] 91%|█████████ | 18118/20000 [21:38:41<2:48:02, 5.36s/it] 91%|█████████ | 18119/20000 [21:38:47<2:47:04, 5.33s/it] 91%|█████████ | 18120/20000 [21:38:52<2:43:32, 5.22s/it] 91%|█████████ | 18121/20000 [21:38:56<2:38:51, 5.07s/it] 91%|█████████ | 18122/20000 [21:39:01<2:32:29, 4.87s/it] 91%|█████████ | 18123/20000 [21:39:05<2:26:58, 4.70s/it] 91%|█████████ | 18124/20000 [21:39:09<2:22:01, 4.54s/it] 91%|█████████ | 18125/20000 [21:39:13<2:18:48, 4.44s/it] 91%|█████████ | 18126/20000 [21:39:17<2:14:39, 4.31s/it] 91%|█████████ | 18127/20000 [21:39:21<2:11:11, 4.20s/it] 91%|█████████ | 18128/20000 [21:39:25<2:08:40, 4.12s/it] 91%|█████████ | 18129/20000 [21:39:29<2:01:52, 3.91s/it] 91%|█████████ | 18130/20000 [21:39:32<1:55:02, 3.69s/it] 91%|█████████ | 18131/20000 [21:39:35<1:51:02, 3.56s/it] 91%|█████████ | 18132/20000 [21:39:38<1:46:01, 3.41s/it] 91%|█████████ | 18133/20000 [21:39:41<1:39:36, 3.20s/it] 91%|█████████ | 18134/20000 [21:39:43<1:29:07, 2.87s/it] 91%|█████████ | 18135/20000 [21:39:52<2:27:10, 4.73s/it] 91%|█████████ | 18136/20000 [21:39:59<2:46:44, 5.37s/it] 91%|█████████ | 18137/20000 [21:40:05<2:53:48, 5.60s/it] 91%|█████████ | 18138/20000 [21:40:11<2:51:39, 5.53s/it] 91%|█████████ | 18139/20000 [21:40:16<2:49:18, 5.46s/it] 91%|█████████ | 18140/20000 [21:40:20<2:41:56, 5.22s/it] 91%|█████████ | 18141/20000 [21:40:25<2:36:18, 5.04s/it] 91%|█████████ | 18142/20000 [21:40:30<2:30:43, 4.87s/it] 91%|█████████ | 18143/20000 [21:40:34<2:25:16, 4.69s/it] 91%|█████████ | 18144/20000 [21:40:38<2:21:21, 4.57s/it] 91%|█████████ | 18145/20000 [21:40:42<2:14:57, 4.37s/it] 91%|█████████ | 18146/20000 [21:40:46<2:08:18, 4.15s/it] 91%|█████████ | 18147/20000 [21:40:50<2:09:02, 4.18s/it] 91%|█████████ | 18148/20000 [21:40:54<2:03:55, 4.01s/it] 91%|█████████ | 18149/20000 [21:40:57<1:59:45, 3.88s/it] 91%|█████████ | 18150/20000 [21:41:00<1:53:05, 3.67s/it] 91%|█████████ | 18151/20000 [21:41:03<1:47:40, 3.49s/it] 91%|█████████ | 18152/20000 [21:41:06<1:41:12, 3.29s/it] 91%|█████████ | 18153/20000 [21:41:08<1:28:39, 2.88s/it] 91%|█████████ | 18154/20000 [21:41:18<2:32:05, 4.94s/it] 91%|█████████ | 18155/20000 [21:41:25<2:48:49, 5.49s/it] 91%|█████████ | 18156/20000 [21:41:30<2:51:34, 5.58s/it] 91%|█████████ | 18157/20000 [21:41:36<2:51:33, 5.59s/it] 91%|█████████ | 18158/20000 [21:41:41<2:49:43, 5.53s/it] 91%|█████████ | 18159/20000 [21:41:46<2:45:13, 5.39s/it] 91%|█████████ | 18160/20000 [21:41:51<2:38:31, 5.17s/it] 91%|█████████ | 18161/20000 [21:41:56<2:33:16, 5.00s/it] 91%|█████████ | 18162/20000 [21:42:00<2:28:28, 4.85s/it] 91%|█████████ | 18163/20000 [21:42:04<2:21:39, 4.63s/it] 91%|█████████ | 18164/20000 [21:42:08<2:17:03, 4.48s/it] 91%|█████████ | 18165/20000 [21:42:13<2:12:58, 4.35s/it] 91%|█████████ | 18166/20000 [21:42:16<2:06:41, 4.14s/it] 91%|█████████ | 18167/20000 [21:42:20<2:03:09, 4.03s/it] 91%|█████████ | 18168/20000 [21:42:23<1:56:29, 3.82s/it] 91%|█████████ | 18169/20000 [21:42:26<1:51:05, 3.64s/it] 91%|█████████ | 18170/20000 [21:42:30<1:45:30, 3.46s/it] 91%|█████████ | 18171/20000 [21:42:33<1:41:12, 3.32s/it] 91%|█████████ | 18172/20000 [21:42:35<1:29:00, 2.92s/it] 91%|█████████ | 18173/20000 [21:42:41<2:05:11, 4.11s/it] 91%|█████████ | 18174/20000 [21:42:45<1:56:52, 3.84s/it] 91%|█████████ | 18175/20000 [21:42:56<3:04:21, 6.06s/it] 91%|█████████ | 18176/20000 [21:43:04<3:21:40, 6.63s/it] 91%|█████████ | 18177/20000 [21:43:10<3:18:11, 6.52s/it] 91%|█████████ | 18178/20000 [21:43:16<3:11:41, 6.31s/it] 91%|█████████ | 18179/20000 [21:43:21<3:02:59, 6.03s/it] 91%|█████████ | 18180/20000 [21:43:27<2:56:23, 5.82s/it] 91%|█████████ | 18181/20000 [21:43:31<2:47:56, 5.54s/it] 91%|█████████ | 18182/20000 [21:43:36<2:38:14, 5.22s/it] 91%|█████████ | 18183/20000 [21:43:41<2:32:06, 5.02s/it] 91%|█████████ | 18184/20000 [21:43:45<2:25:42, 4.81s/it] 91%|█████████ | 18185/20000 [21:43:49<2:19:34, 4.61s/it] 91%|█████████ | 18186/20000 [21:43:53<2:14:10, 4.44s/it] 91%|█████████ | 18187/20000 [21:43:57<2:08:51, 4.26s/it] 91%|█████████ | 18188/20000 [21:44:01<2:03:42, 4.10s/it] 91%|█████████ | 18189/20000 [21:44:04<2:00:35, 4.00s/it] 91%|█████████ | 18190/20000 [21:44:08<1:57:08, 3.88s/it] 91%|█████████ | 18191/20000 [21:44:11<1:48:55, 3.61s/it] 91%|█████████ | 18192/20000 [21:44:14<1:41:09, 3.36s/it] 91%|█████████ | 18193/20000 [21:44:16<1:31:41, 3.04s/it] 91%|█████████ | 18194/20000 [21:44:25<2:26:29, 4.87s/it] 91%|█████████ | 18195/20000 [21:44:32<2:47:03, 5.55s/it] 91%|█████████ | 18196/20000 [21:44:38<2:49:18, 5.63s/it] 91%|█████████ | 18197/20000 [21:44:43<2:45:19, 5.50s/it] 91%|█████████ | 18198/20000 [21:44:48<2:40:19, 5.34s/it] 91%|█████████ | 18199/20000 [21:44:53<2:36:55, 5.23s/it] 91%|█████████ | 18200/20000 [21:44:58<2:33:13, 5.11s/it] 91%|█████████ | 18201/20000 [21:45:03<2:28:13, 4.94s/it] 91%|█████████ | 18202/20000 [21:45:07<2:22:54, 4.77s/it] 91%|█████████ | 18203/20000 [21:45:11<2:19:02, 4.64s/it] 91%|█████████ | 18204/20000 [21:45:15<2:14:21, 4.49s/it] 91%|█████████ | 18205/20000 [21:45:19<2:06:44, 4.24s/it] 91%|█████████ | 18206/20000 [21:45:23<2:00:25, 4.03s/it] 91%|█████████ | 18207/20000 [21:45:26<1:54:16, 3.82s/it] 91%|█████████ | 18208/20000 [21:45:29<1:48:43, 3.64s/it] 91%|█████████ | 18209/20000 [21:45:32<1:42:47, 3.44s/it] 91%|█████████ | 18210/20000 [21:45:35<1:36:51, 3.25s/it] 91%|█████████ | 18211/20000 [21:45:38<1:30:29, 3.04s/it] 91%|█████████ | 18212/20000 [21:45:40<1:22:06, 2.76s/it] 91%|█████████ | 18213/20000 [21:45:50<2:30:31, 5.05s/it] 91%|█████████ | 18214/20000 [21:45:57<2:45:21, 5.55s/it] 91%|█████████ | 18215/20000 [21:46:03<2:52:26, 5.80s/it] 91%|█████████ | 18216/20000 [21:46:09<2:51:51, 5.78s/it] 91%|█████████ | 18217/20000 [21:46:14<2:49:11, 5.69s/it] 91%|█████████ | 18218/20000 [21:46:20<2:44:28, 5.54s/it] 91%|█████████ | 18219/20000 [21:46:24<2:36:47, 5.28s/it] 91%|█████████ | 18220/20000 [21:46:29<2:29:26, 5.04s/it] 91%|█████████ | 18221/20000 [21:46:33<2:22:54, 4.82s/it] 91%|█████████ | 18222/20000 [21:46:38<2:22:29, 4.81s/it] 91%|█████████ | 18223/20000 [21:46:42<2:16:18, 4.60s/it] 91%|█████████ | 18224/20000 [21:46:46<2:09:52, 4.39s/it] 91%|█████████ | 18225/20000 [21:46:50<2:04:13, 4.20s/it] 91%|█████████ | 18226/20000 [21:46:54<2:02:24, 4.14s/it] 91%|█████████ | 18227/20000 [21:46:57<1:55:19, 3.90s/it] 91%|█████████ | 18228/20000 [21:47:00<1:49:58, 3.72s/it] 91%|█████████ | 18229/20000 [21:47:03<1:43:33, 3.51s/it] 91%|█████████ | 18230/20000 [21:47:06<1:37:28, 3.30s/it] 91%|█████████ | 18231/20000 [21:47:08<1:27:12, 2.96s/it] 91%|█████████ | 18232/20000 [21:47:17<2:19:48, 4.74s/it] 91%|█████████ | 18233/20000 [21:47:24<2:36:04, 5.30s/it] 91%|█████████ | 18234/20000 [21:47:29<2:39:08, 5.41s/it] 91%|█████████ | 18235/20000 [21:47:35<2:36:39, 5.33s/it] 91%|█████████ | 18236/20000 [21:47:39<2:33:09, 5.21s/it] 91%|█████████ | 18237/20000 [21:47:44<2:29:46, 5.10s/it] 91%|█████████ | 18238/20000 [21:47:49<2:24:59, 4.94s/it] 91%|█████████ | 18239/20000 [21:47:53<2:19:42, 4.76s/it] 91%|█████████ | 18240/20000 [21:47:57<2:15:30, 4.62s/it] 91%|█████████ | 18241/20000 [21:48:02<2:13:09, 4.54s/it] 91%|█████████ | 18242/20000 [21:48:06<2:06:25, 4.31s/it] 91%|█████████ | 18243/20000 [21:48:09<2:00:47, 4.12s/it] 91%|█████████ | 18244/20000 [21:48:13<1:55:37, 3.95s/it] 91%|█████████ | 18245/20000 [21:48:16<1:51:25, 3.81s/it] 91%|█████████ | 18246/20000 [21:48:20<1:47:17, 3.67s/it] 91%|█████████ | 18247/20000 [21:48:23<1:43:30, 3.54s/it] 91%|█████████ | 18248/20000 [21:48:26<1:38:44, 3.38s/it] 91%|█████████ | 18249/20000 [21:48:29<1:31:44, 3.14s/it] 91%|█████████▏| 18250/20000 [21:48:31<1:22:06, 2.82s/it] 91%|█████████▏| 18251/20000 [21:48:37<1:50:55, 3.81s/it] 91%|█████████▏| 18252/20000 [21:48:40<1:43:49, 3.56s/it] 91%|█████████▏| 18253/20000 [21:48:50<2:40:56, 5.53s/it] 91%|█████████▏| 18254/20000 [21:48:57<2:51:24, 5.89s/it] 91%|█████████▏| 18255/20000 [21:49:02<2:51:44, 5.91s/it] 91%|█████████▏| 18256/20000 [21:49:08<2:50:12, 5.86s/it] 91%|█████████▏| 18257/20000 [21:49:14<2:45:25, 5.69s/it] 91%|█████████▏| 18258/20000 [21:49:19<2:43:36, 5.64s/it] 91%|█████████▏| 18259/20000 [21:49:24<2:36:34, 5.40s/it] 91%|█████████▏| 18260/20000 [21:49:28<2:29:16, 5.15s/it] 91%|█████████▏| 18261/20000 [21:49:33<2:20:09, 4.84s/it] 91%|█████████▏| 18262/20000 [21:49:37<2:13:05, 4.59s/it] 91%|█████████▏| 18263/20000 [21:49:40<2:06:20, 4.36s/it] 91%|█████████▏| 18264/20000 [21:49:45<2:04:20, 4.30s/it] 91%|█████████▏| 18265/20000 [21:49:48<1:59:01, 4.12s/it] 91%|█████████▏| 18266/20000 [21:49:52<1:52:59, 3.91s/it] 91%|█████████▏| 18267/20000 [21:49:55<1:48:45, 3.77s/it] 91%|█████████▏| 18268/20000 [21:49:58<1:42:42, 3.56s/it] 91%|█████████▏| 18269/20000 [21:50:01<1:36:10, 3.33s/it] 91%|█████████▏| 18270/20000 [21:50:04<1:29:32, 3.11s/it] 91%|█████████▏| 18271/20000 [21:50:05<1:18:56, 2.74s/it] 91%|█████████▏| 18272/20000 [21:50:15<2:16:41, 4.75s/it] 91%|█████████▏| 18273/20000 [21:50:22<2:33:11, 5.32s/it] 91%|█████████▏| 18274/20000 [21:50:27<2:37:26, 5.47s/it] 91%|█████████▏| 18275/20000 [21:50:33<2:36:41, 5.45s/it] 91%|█████████▏| 18276/20000 [21:50:38<2:35:06, 5.40s/it] 91%|█████████▏| 18277/20000 [21:50:43<2:29:35, 5.21s/it] 91%|█████████▏| 18278/20000 [21:50:47<2:22:50, 4.98s/it] 91%|█████████▏| 18279/20000 [21:50:51<2:16:24, 4.76s/it] 91%|█████████▏| 18280/20000 [21:50:56<2:10:33, 4.55s/it] 91%|█████████▏| 18281/20000 [21:50:59<2:04:48, 4.36s/it] 91%|█████████▏| 18282/20000 [21:51:03<2:00:52, 4.22s/it] 91%|█████████▏| 18283/20000 [21:51:07<1:55:42, 4.04s/it] 91%|█████████▏| 18284/20000 [21:51:11<1:51:08, 3.89s/it] 91%|█████████▏| 18285/20000 [21:51:14<1:47:01, 3.74s/it] 91%|█████████▏| 18286/20000 [21:51:17<1:42:13, 3.58s/it] 91%|█████████▏| 18287/20000 [21:51:20<1:37:15, 3.41s/it] 91%|█████████▏| 18288/20000 [21:51:23<1:32:30, 3.24s/it] 91%|█████████▏| 18289/20000 [21:51:26<1:26:26, 3.03s/it] 91%|█████████▏| 18290/20000 [21:51:27<1:16:57, 2.70s/it] 91%|█████████▏| 18291/20000 [21:51:37<2:12:06, 4.64s/it] 91%|█████████▏| 18292/20000 [21:51:43<2:26:56, 5.16s/it] 91%|█████████▏| 18293/20000 [21:51:49<2:31:09, 5.31s/it] 91%|█████████▏| 18294/20000 [21:51:54<2:30:39, 5.30s/it] 91%|█████████▏| 18295/20000 [21:51:59<2:27:12, 5.18s/it] 91%|█████████▏| 18296/20000 [21:52:04<2:23:04, 5.04s/it] 91%|█████████▏| 18297/20000 [21:52:08<2:17:00, 4.83s/it] 91%|█████████▏| 18298/20000 [21:52:12<2:11:47, 4.65s/it] 91%|█████████▏| 18299/20000 [21:52:16<2:06:58, 4.48s/it] 92%|█████████▏| 18300/20000 [21:52:20<2:02:11, 4.31s/it] 92%|█████████▏| 18301/20000 [21:52:24<1:57:16, 4.14s/it] 92%|█████████▏| 18302/20000 [21:52:27<1:52:55, 3.99s/it] 92%|█████████▏| 18303/20000 [21:52:31<1:48:47, 3.85s/it] 92%|█████████▏| 18304/20000 [21:52:34<1:45:00, 3.72s/it] 92%|█████████▏| 18305/20000 [21:52:38<1:40:18, 3.55s/it] 92%|█████████▏| 18306/20000 [21:52:41<1:35:48, 3.39s/it] 92%|█████████▏| 18307/20000 [21:52:43<1:30:58, 3.22s/it] 92%|█████████▏| 18308/20000 [21:52:46<1:25:04, 3.02s/it] 92%|█████████▏| 18309/20000 [21:52:48<1:14:56, 2.66s/it] 92%|█████████▏| 18310/20000 [21:52:56<2:02:24, 4.35s/it] 92%|█████████▏| 18311/20000 [21:53:02<2:19:15, 4.95s/it] 92%|█████████▏| 18312/20000 [21:53:08<2:24:15, 5.13s/it] 92%|█████████▏| 18313/20000 [21:53:13<2:23:49, 5.12s/it] 92%|█████████▏| 18314/20000 [21:53:18<2:21:33, 5.04s/it] 92%|█████████▏| 18315/20000 [21:53:22<2:17:17, 4.89s/it] 92%|█████████▏| 18316/20000 [21:53:27<2:12:26, 4.72s/it] 92%|█████████▏| 18317/20000 [21:53:31<2:09:00, 4.60s/it] 92%|█████████▏| 18318/20000 [21:53:35<2:04:01, 4.42s/it] 92%|█████████▏| 18319/20000 [21:53:39<1:59:19, 4.26s/it] 92%|█████████▏| 18320/20000 [21:53:43<1:55:12, 4.11s/it] 92%|█████████▏| 18321/20000 [21:53:46<1:51:13, 3.97s/it] 92%|█████████▏| 18322/20000 [21:53:50<1:47:02, 3.83s/it] 92%|█████████▏| 18323/20000 [21:53:53<1:43:34, 3.71s/it] 92%|█████████▏| 18324/20000 [21:53:57<1:39:44, 3.57s/it] 92%|█████████▏| 18325/20000 [21:54:00<1:35:51, 3.43s/it] 92%|█████████▏| 18326/20000 [21:54:03<1:30:45, 3.25s/it] 92%|█████████▏| 18327/20000 [21:54:05<1:25:05, 3.05s/it] 92%|█████████▏| 18328/20000 [21:54:07<1:15:57, 2.73s/it] 92%|█████████▏| 18329/20000 [21:54:12<1:37:39, 3.51s/it] 92%|█████████▏| 18330/20000 [21:54:15<1:32:45, 3.33s/it] 92%|█████████▏| 18331/20000 [21:54:25<2:27:47, 5.31s/it] 92%|█████████▏| 18332/20000 [21:54:32<2:36:25, 5.63s/it] 92%|█████████▏| 18333/20000 [21:54:37<2:37:10, 5.66s/it] 92%|█████████▏| 18334/20000 [21:54:43<2:34:12, 5.55s/it] 92%|█████████▏| 18335/20000 [21:54:48<2:28:44, 5.36s/it] 92%|█████████▏| 18336/20000 [21:54:52<2:23:02, 5.16s/it] 92%|█████████▏| 18337/20000 [21:54:57<2:17:56, 4.98s/it] 92%|█████████▏| 18338/20000 [21:55:01<2:11:58, 4.76s/it] 92%|█████████▏| 18339/20000 [21:55:05<2:06:04, 4.55s/it] 92%|█████████▏| 18340/20000 [21:55:09<2:02:24, 4.42s/it] 92%|█████████▏| 18341/20000 [21:55:13<1:57:17, 4.24s/it] 92%|█████████▏| 18342/20000 [21:55:17<1:52:30, 4.07s/it] 92%|█████████▏| 18343/20000 [21:55:20<1:47:46, 3.90s/it] 92%|█████████▏| 18344/20000 [21:55:24<1:42:55, 3.73s/it] 92%|█████████▏| 18345/20000 [21:55:27<1:38:09, 3.56s/it] 92%|█████████▏| 18346/20000 [21:55:30<1:32:16, 3.35s/it] 92%|█████████▏| 18347/20000 [21:55:32<1:26:36, 3.14s/it] 92%|█████████▏| 18348/20000 [21:55:35<1:20:03, 2.91s/it] 92%|█████████▏| 18349/20000 [21:55:36<1:10:44, 2.57s/it] 92%|█████████▏| 18350/20000 [21:55:45<2:00:20, 4.38s/it] 92%|█████████▏| 18351/20000 [21:55:51<2:16:14, 4.96s/it] 92%|█████████▏| 18352/20000 [21:55:57<2:21:44, 5.16s/it] 92%|█████████▏| 18353/20000 [21:56:02<2:22:14, 5.18s/it] 92%|█████████▏| 18354/20000 [21:56:07<2:20:23, 5.12s/it] 92%|█████████▏| 18355/20000 [21:56:12<2:16:47, 4.99s/it] 92%|█████████▏| 18356/20000 [21:56:16<2:13:11, 4.86s/it] 92%|█████████▏| 18357/20000 [21:56:21<2:09:26, 4.73s/it] 92%|█████████▏| 18358/20000 [21:56:25<2:03:58, 4.53s/it] 92%|█████████▏| 18359/20000 [21:56:29<1:58:53, 4.35s/it] 92%|█████████▏| 18360/20000 [21:56:33<1:54:07, 4.18s/it] 92%|█████████▏| 18361/20000 [21:56:36<1:49:49, 4.02s/it] 92%|█████████▏| 18362/20000 [21:56:40<1:45:33, 3.87s/it] 92%|█████████▏| 18363/20000 [21:56:43<1:41:50, 3.73s/it] 92%|█████████▏| 18364/20000 [21:56:46<1:38:26, 3.61s/it] 92%|█████████▏| 18365/20000 [21:56:49<1:33:37, 3.44s/it] 92%|█████████▏| 18366/20000 [21:56:52<1:28:24, 3.25s/it] 92%|█████████▏| 18367/20000 [21:56:55<1:22:42, 3.04s/it] 92%|█████████▏| 18368/20000 [21:56:57<1:13:23, 2.70s/it] 92%|█████████▏| 18369/20000 [21:57:06<2:06:33, 4.66s/it] 92%|█████████▏| 18370/20000 [21:57:12<2:20:09, 5.16s/it] 92%|█████████▏| 18371/20000 [21:57:18<2:24:39, 5.33s/it] 92%|█████████▏| 18372/20000 [21:57:23<2:23:10, 5.28s/it] 92%|█████████▏| 18373/20000 [21:57:28<2:20:07, 5.17s/it] 92%|█████████▏| 18374/20000 [21:57:33<2:15:27, 5.00s/it] 92%|█████████▏| 18375/20000 [21:57:37<2:10:00, 4.80s/it] 92%|█████████▏| 18376/20000 [21:57:41<2:05:10, 4.62s/it] 92%|█████████▏| 18377/20000 [21:57:46<2:02:30, 4.53s/it] 92%|█████████▏| 18378/20000 [21:57:49<1:57:17, 4.34s/it] 92%|█████████▏| 18379/20000 [21:57:53<1:53:23, 4.20s/it] 92%|█████████▏| 18380/20000 [21:57:57<1:49:31, 4.06s/it] 92%|█████████▏| 18381/20000 [21:58:01<1:45:25, 3.91s/it] 92%|█████████▏| 18382/20000 [21:58:04<1:42:09, 3.79s/it] 92%|█████████▏| 18383/20000 [21:58:07<1:38:01, 3.64s/it] 92%|█████████▏| 18384/20000 [21:58:11<1:33:37, 3.48s/it] 92%|█████████▏| 18385/20000 [21:58:13<1:29:14, 3.32s/it] 92%|█████████▏| 18386/20000 [21:58:16<1:23:32, 3.11s/it] 92%|█████████▏| 18387/20000 [21:58:18<1:13:37, 2.74s/it] 92%|█████████▏| 18388/20000 [21:58:27<2:05:12, 4.66s/it] 92%|█████████▏| 18389/20000 [21:58:34<2:21:35, 5.27s/it] 92%|█████████▏| 18390/20000 [21:58:40<2:26:33, 5.46s/it] 92%|█████████▏| 18391/20000 [21:58:45<2:26:32, 5.46s/it] 92%|█████████▏| 18392/20000 [21:58:50<2:22:19, 5.31s/it] 92%|█████████▏| 18393/20000 [21:58:55<2:17:31, 5.13s/it] 92%|█████████▏| 18394/20000 [21:58:59<2:10:29, 4.87s/it] 92%|█████████▏| 18395/20000 [21:59:03<2:04:02, 4.64s/it] 92%|█████████▏| 18396/20000 [21:59:07<1:57:40, 4.40s/it] 92%|█████████▏| 18397/20000 [21:59:11<1:51:58, 4.19s/it] 92%|█████████▏| 18398/20000 [21:59:14<1:47:33, 4.03s/it] 92%|█████████▏| 18399/20000 [21:59:18<1:43:34, 3.88s/it] 92%|█████████▏| 18400/20000 [21:59:21<1:40:05, 3.75s/it] 92%|█████████▏| 18401/20000 [21:59:25<1:36:29, 3.62s/it] 92%|█████████▏| 18402/20000 [21:59:28<1:32:18, 3.47s/it] 92%|█████████▏| 18403/20000 [21:59:31<1:28:10, 3.31s/it] 92%|█████████▏| 18404/20000 [21:59:34<1:23:53, 3.15s/it] 92%|█████████▏| 18405/20000 [21:59:36<1:18:42, 2.96s/it] 92%|█████████▏| 18406/20000 [21:59:38<1:09:56, 2.63s/it] 92%|█████████▏| 18407/20000 [21:59:43<1:31:22, 3.44s/it] 92%|█████████▏| 18408/20000 [21:59:46<1:26:49, 3.27s/it] 92%|█████████▏| 18409/20000 [21:59:56<2:18:17, 5.22s/it] 92%|█████████▏| 18410/20000 [22:00:02<2:25:30, 5.49s/it] 92%|█████████▏| 18411/20000 [22:00:08<2:26:03, 5.51s/it] 92%|█████████▏| 18412/20000 [22:00:13<2:22:31, 5.38s/it] 92%|█████████▏| 18413/20000 [22:00:17<2:17:32, 5.20s/it] 92%|█████████▏| 18414/20000 [22:00:22<2:12:18, 5.01s/it] 92%|█████████▏| 18415/20000 [22:00:26<2:05:42, 4.76s/it] 92%|█████████▏| 18416/20000 [22:00:30<2:00:47, 4.58s/it] 92%|█████████▏| 18417/20000 [22:00:34<1:56:58, 4.43s/it] 92%|█████████▏| 18418/20000 [22:00:38<1:52:49, 4.28s/it] 92%|█████████▏| 18419/20000 [22:00:42<1:48:40, 4.12s/it] 92%|█████████▏| 18420/20000 [22:00:46<1:44:42, 3.98s/it] 92%|█████████▏| 18421/20000 [22:00:49<1:40:37, 3.82s/it] 92%|█████████▏| 18422/20000 [22:00:53<1:36:42, 3.68s/it] 92%|█████████▏| 18423/20000 [22:00:56<1:32:19, 3.51s/it] 92%|█████████▏| 18424/20000 [22:00:59<1:28:28, 3.37s/it] 92%|█████████▏| 18425/20000 [22:01:02<1:24:01, 3.20s/it] 92%|█████████▏| 18426/20000 [22:01:04<1:18:46, 3.00s/it] 92%|█████████▏| 18427/20000 [22:01:06<1:09:41, 2.66s/it] 92%|█████████▏| 18428/20000 [22:01:14<1:54:47, 4.38s/it] 92%|█████████▏| 18429/20000 [22:01:20<2:08:53, 4.92s/it] 92%|█████████▏| 18430/20000 [22:01:26<2:12:35, 5.07s/it] 92%|█████████▏| 18431/20000 [22:01:31<2:12:36, 5.07s/it] 92%|█████████▏| 18432/20000 [22:01:36<2:10:28, 4.99s/it] 92%|█████████▏| 18433/20000 [22:01:40<2:07:06, 4.87s/it] 92%|█████████▏| 18434/20000 [22:01:45<2:02:36, 4.70s/it] 92%|█████████▏| 18435/20000 [22:01:49<1:58:47, 4.55s/it] 92%|█████████▏| 18436/20000 [22:01:53<1:54:55, 4.41s/it] 92%|█████████▏| 18437/20000 [22:01:57<1:50:26, 4.24s/it] 92%|█████████▏| 18438/20000 [22:02:00<1:45:15, 4.04s/it] 92%|█████████▏| 18439/20000 [22:02:04<1:40:44, 3.87s/it] 92%|█████████▏| 18440/20000 [22:02:07<1:36:45, 3.72s/it] 92%|█████████▏| 18441/20000 [22:02:10<1:32:58, 3.58s/it] 92%|█████████▏| 18442/20000 [22:02:14<1:28:39, 3.41s/it] 92%|█████████▏| 18443/20000 [22:02:17<1:25:34, 3.30s/it] 92%|█████████▏| 18444/20000 [22:02:19<1:21:34, 3.15s/it] 92%|█████████▏| 18445/20000 [22:02:22<1:16:28, 2.95s/it] 92%|█████████▏| 18446/20000 [22:02:24<1:07:02, 2.59s/it] 92%|█████████▏| 18447/20000 [22:02:32<1:54:14, 4.41s/it] 92%|█████████▏| 18448/20000 [22:02:38<2:06:42, 4.90s/it] 92%|█████████▏| 18449/20000 [22:02:44<2:10:57, 5.07s/it] 92%|█████████▏| 18450/20000 [22:02:49<2:10:50, 5.06s/it] 92%|█████████▏| 18451/20000 [22:02:54<2:08:29, 4.98s/it] 92%|█████████▏| 18452/20000 [22:02:58<2:06:36, 4.91s/it] 92%|█████████▏| 18453/20000 [22:03:03<2:02:55, 4.77s/it] 92%|█████████▏| 18454/20000 [22:03:07<1:58:36, 4.60s/it] 92%|█████████▏| 18455/20000 [22:03:11<1:54:05, 4.43s/it] 92%|█████████▏| 18456/20000 [22:03:15<1:49:54, 4.27s/it] 92%|█████████▏| 18457/20000 [22:03:19<1:45:53, 4.12s/it] 92%|█████████▏| 18458/20000 [22:03:23<1:44:04, 4.05s/it] 92%|█████████▏| 18459/20000 [22:03:26<1:39:55, 3.89s/it] 92%|█████████▏| 18460/20000 [22:03:29<1:35:58, 3.74s/it] 92%|█████████▏| 18461/20000 [22:03:33<1:31:34, 3.57s/it] 92%|█████████▏| 18462/20000 [22:03:36<1:27:14, 3.40s/it] 92%|█████████▏| 18463/20000 [22:03:38<1:22:47, 3.23s/it] 92%|█████████▏| 18464/20000 [22:03:41<1:17:18, 3.02s/it] 92%|█████████▏| 18465/20000 [22:03:43<1:08:50, 2.69s/it] 92%|█████████▏| 18466/20000 [22:03:51<1:51:06, 4.35s/it] 92%|█████████▏| 18467/20000 [22:03:57<2:06:24, 4.95s/it] 92%|█████████▏| 18468/20000 [22:04:03<2:11:40, 5.16s/it] 92%|█████████▏| 18469/20000 [22:04:08<2:11:23, 5.15s/it] 92%|█████████▏| 18470/20000 [22:04:13<2:08:47, 5.05s/it] 92%|█████████▏| 18471/20000 [22:04:18<2:05:12, 4.91s/it] 92%|█████████▏| 18472/20000 [22:04:22<2:01:31, 4.77s/it] 92%|█████████▏| 18473/20000 [22:04:26<1:56:52, 4.59s/it] 92%|█████████▏| 18474/20000 [22:04:30<1:52:54, 4.44s/it] 92%|█████████▏| 18475/20000 [22:04:34<1:48:30, 4.27s/it] 92%|█████████▏| 18476/20000 [22:04:38<1:43:06, 4.06s/it] 92%|█████████▏| 18477/20000 [22:04:41<1:39:13, 3.91s/it] 92%|█████████▏| 18478/20000 [22:04:45<1:34:38, 3.73s/it] 92%|█████████▏| 18479/20000 [22:04:48<1:30:54, 3.59s/it] 92%|█████████▏| 18480/20000 [22:04:51<1:26:40, 3.42s/it] 92%|█████████▏| 18481/20000 [22:04:54<1:22:38, 3.26s/it] 92%|█████████▏| 18482/20000 [22:04:57<1:18:50, 3.12s/it] 92%|█████████▏| 18483/20000 [22:04:59<1:13:46, 2.92s/it] 92%|█████████▏| 18484/20000 [22:05:01<1:05:56, 2.61s/it] 92%|█████████▏| 18485/20000 [22:05:06<1:27:49, 3.48s/it] 92%|█████████▏| 18486/20000 [22:05:09<1:24:10, 3.34s/it] 92%|█████████▏| 18487/20000 [22:05:19<2:13:45, 5.30s/it] 92%|█████████▏| 18488/20000 [22:05:26<2:20:55, 5.59s/it] 92%|█████████▏| 18489/20000 [22:05:31<2:19:46, 5.55s/it] 92%|█████████▏| 18490/20000 [22:05:36<2:16:58, 5.44s/it] 92%|█████████▏| 18491/20000 [22:05:41<2:13:04, 5.29s/it] 92%|█████████▏| 18492/20000 [22:05:46<2:08:18, 5.11s/it] 92%|█████████▏| 18493/20000 [22:05:50<2:02:16, 4.87s/it] 92%|█████████▏| 18494/20000 [22:05:54<1:56:23, 4.64s/it] 92%|█████████▏| 18495/20000 [22:05:58<1:52:15, 4.48s/it] 92%|█████████▏| 18496/20000 [22:06:02<1:46:55, 4.27s/it] 92%|█████████▏| 18497/20000 [22:06:06<1:41:34, 4.05s/it] 92%|█████████▏| 18498/20000 [22:06:09<1:37:42, 3.90s/it] 92%|█████████▏| 18499/20000 [22:06:13<1:34:29, 3.78s/it] 92%|█████████▎| 18500/20000 [22:06:16<1:30:52, 3.63s/it] 92%|█████████▎| 18500/20000 [22:06:16<1:30:52, 3.63s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09554142504930496, 'eval_wer': 0.07301727957465662, 'eval_runtime': 60.313, 'eval_samples_per_second': 30.789, 'eval_steps_per_second': 1.293, 'epoch': 230.77} {'loss': 0.0013, 'learning_rate': 3.858974358974359e-05, 'epoch': 237.18} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:26, 2.89it/s][A 4%|▍ | 3/78 [00:01<00:36, 2.05it/s][A 5%|▌ | 4/78 [00:02<00:40, 1.81it/s][A 6%|▋ | 5/78 [00:02<00:45, 1.59it/s][A 8%|▊ | 6/78 [00:03<00:51, 1.39it/s][A 9%|▉ | 7/78 [00:04<00:57, 1.24it/s][A 10%|█ | 8/78 [00:05<01:01, 1.14it/s][A 12%|█▏ | 9/78 [00:06<01:02, 1.10it/s][A 13%|█▎ | 10/78 [00:07<01:01, 1.10it/s][A 14%|█▍ | 11/78 [00:08<00:59, 1.13it/s][A 15%|█▌ | 12/78 [00:09<00:55, 1.18it/s][A 17%|█▋ | 13/78 [00:09<00:51, 1.25it/s][A 18%|█▊ | 14/78 [00:10<00:52, 1.22it/s][A 19%|█▉ | 15/78 [00:11<00:54, 1.16it/s][A 21%|██ | 16/78 [00:12<00:54, 1.13it/s][A 22%|██▏ | 17/78 [00:13<00:54, 1.12it/s][A 23%|██▎ | 18/78 [00:14<00:57, 1.04it/s][A 24%|██▍ | 19/78 [00:15<00:54, 1.08it/s][A 26%|██▌ | 20/78 [00:16<00:49, 1.16it/s][A 27%|██▋ | 21/78 [00:17<00:50, 1.13it/s][A 28%|██▊ | 22/78 [00:17<00:47, 1.19it/s][A 29%|██▉ | 23/78 [00:18<00:45, 1.21it/s][A 31%|███ | 24/78 [00:19<00:44, 1.20it/s][A 32%|███▏ | 25/78 [00:20<00:42, 1.24it/s][A 33%|███▎ | 26/78 [00:21<00:40, 1.27it/s][A 35%|███▍ | 27/78 [00:21<00:39, 1.28it/s][A 36%|███▌ | 28/78 [00:22<00:40, 1.24it/s][A 37%|███▋ | 29/78 [00:23<00:37, 1.31it/s][A 38%|███▊ | 30/78 [00:24<00:39, 1.22it/s][A 40%|███▉ | 31/78 [00:25<00:37, 1.26it/s][A 41%|████ | 32/78 [00:25<00:35, 1.28it/s][A 42%|████▏ | 33/78 [00:26<00:34, 1.29it/s][A 44%|████▎ | 34/78 [00:27<00:33, 1.32it/s][A 45%|████▍ | 35/78 [00:27<00:31, 1.36it/s][A 46%|████▌ | 36/78 [00:28<00:30, 1.36it/s][A 47%|████▋ | 37/78 [00:29<00:31, 1.30it/s][A 49%|████▊ | 38/78 [00:30<00:31, 1.25it/s][A 50%|█████ | 39/78 [00:31<00:34, 1.12it/s][A 51%|█████▏ | 40/78 [00:32<00:34, 1.10it/s][A 53%|█████▎ | 41/78 [00:33<00:37, 1.00s/it][A 54%|█████▍ | 42/78 [00:34<00:34, 1.03it/s][A 55%|█████▌ | 43/78 [00:35<00:33, 1.03it/s][A 56%|█████▋ | 44/78 [00:36<00:32, 1.05it/s][A 58%|█████▊ | 45/78 [00:37<00:30, 1.08it/s][A 59%|█████▉ | 46/78 [00:38<00:34, 1.08s/it][A 60%|██████ | 47/78 [00:39<00:30, 1.02it/s][A 62%|██████▏ | 48/78 [00:40<00:27, 1.09it/s][A 63%|██████▎ | 49/78 [00:40<00:24, 1.19it/s][A 64%|██████▍ | 50/78 [00:41<00:23, 1.21it/s][A 65%|██████▌ | 51/78 [00:42<00:21, 1.28it/s][A 67%|██████▋ | 52/78 [00:43<00:19, 1.30it/s][A 68%|██████▊ | 53/78 [00:43<00:18, 1.32it/s][A 69%|██████▉ | 54/78 [00:44<00:19, 1.25it/s][A 71%|███████ | 55/78 [00:45<00:18, 1.21it/s][A 72%|███████▏ | 56/78 [00:46<00:18, 1.19it/s][A 73%|███████▎ | 57/78 [00:47<00:20, 1.00it/s][A 74%|███████▍ | 58/78 [00:48<00:19, 1.02it/s][A 76%|███████▌ | 59/78 [00:49<00:18, 1.00it/s][A 77%|███████▋ | 60/78 [00:50<00:17, 1.06it/s][A 78%|███████▊ | 61/78 [00:51<00:15, 1.09it/s][A 79%|███████▉ | 62/78 [00:52<00:14, 1.10it/s][A 81%|████████ | 63/78 [00:53<00:13, 1.13it/s][A 82%|████████▏ | 64/78 [00:54<00:12, 1.12it/s][A 83%|████████▎ | 65/78 [00:55<00:11, 1.12it/s][A 85%|████████▍ | 66/78 [00:55<00:10, 1.15it/s][A 86%|████████▌ | 67/78 [00:56<00:09, 1.13it/s][A 87%|████████▋ | 68/78 [00:57<00:08, 1.15it/s][A 88%|████████▊ | 69/78 [00:58<00:07, 1.16it/s][A 90%|████████▉ | 70/78 [00:59<00:07, 1.11it/s][A 91%|█████████ | 71/78 [01:00<00:06, 1.16it/s][A 92%|█████████▏| 72/78 [01:01<00:05, 1.18it/s][A 94%|█████████▎| 73/78 [01:01<00:04, 1.16it/s][A 95%|█████████▍| 74/78 [01:02<00:03, 1.16it/s][A 96%|█████████▌| 75/78 [01:03<00:02, 1.16it/s][A 97%|█████████▋| 76/78 [01:04<00:01, 1.15it/s][A 99%|█████████▊| 77/78 [01:05<00:00, 1.21it/s][A 100%|██████████| 78/78 [01:05<00:00, 1.51it/s][A [A 92%|█████████▎| 18500/20000 [22:07:24<1:30:52, 3.63s/it] 100%|██████████| 78/78 [01:07<00:00, 1.51it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-18500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-18500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-18500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-18500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-18000] due to args.save_total_limit 93%|█████████▎| 18501/20000 [22:07:40<11:31:06, 27.66s/it] 93%|█████████▎| 18502/20000 [22:07:43<8:25:54, 20.26s/it] 93%|█████████▎| 18503/20000 [22:07:46<6:14:27, 15.01s/it] 93%|█████████▎| 18504/20000 [22:07:48<4:40:21, 11.24s/it] 93%|█████████▎| 18505/20000 [22:07:50<3:30:01, 8.43s/it] 93%|█████████▎| 18506/20000 [22:07:59<3:31:43, 8.50s/it] 93%|█████████▎| 18507/20000 [22:08:05<3:15:14, 7.85s/it] 93%|█████████▎| 18508/20000 [22:08:11<2:59:02, 7.20s/it] 93%|█████████▎| 18509/20000 [22:08:16<2:44:07, 6.60s/it] 93%|█████████▎| 18510/20000 [22:08:21<2:30:19, 6.05s/it] 93%|█████████▎| 18511/20000 [22:08:25<2:19:44, 5.63s/it] 93%|█████████▎| 18512/20000 [22:08:30<2:10:19, 5.25s/it] 93%|█████████▎| 18513/20000 [22:08:34<2:01:56, 4.92s/it] 93%|█████████▎| 18514/20000 [22:08:38<1:54:57, 4.64s/it] 93%|█████████▎| 18515/20000 [22:08:42<1:49:18, 4.42s/it] 93%|█████████▎| 18516/20000 [22:08:45<1:43:42, 4.19s/it] 93%|█████████▎| 18517/20000 [22:08:49<1:39:22, 4.02s/it] 93%|█████████▎| 18518/20000 [22:08:52<1:35:36, 3.87s/it] 93%|█████████▎| 18519/20000 [22:08:56<1:31:51, 3.72s/it] 93%|█████████▎| 18520/20000 [22:08:59<1:27:10, 3.53s/it] 93%|█████████▎| 18521/20000 [22:09:02<1:23:33, 3.39s/it] 93%|█████████▎| 18522/20000 [22:09:05<1:18:53, 3.20s/it] 93%|█████████▎| 18523/20000 [22:09:07<1:13:46, 3.00s/it] 93%|█████████▎| 18524/20000 [22:09:09<1:05:06, 2.65s/it] 93%|█████████▎| 18525/20000 [22:09:18<1:51:43, 4.54s/it] 93%|█████████▎| 18526/20000 [22:09:24<2:03:32, 5.03s/it] 93%|█████████▎| 18527/20000 [22:09:30<2:07:08, 5.18s/it] 93%|█████████▎| 18528/20000 [22:09:35<2:06:34, 5.16s/it] 93%|█████████▎| 18529/20000 [22:09:40<2:05:17, 5.11s/it] 93%|█████████▎| 18530/20000 [22:09:44<2:01:25, 4.96s/it] 93%|█████████▎| 18531/20000 [22:09:49<1:56:09, 4.74s/it] 93%|█████████▎| 18532/20000 [22:09:53<1:51:26, 4.56s/it] 93%|█████████▎| 18533/20000 [22:09:57<1:47:10, 4.38s/it] 93%|█████████▎| 18534/20000 [22:10:00<1:42:10, 4.18s/it] 93%|█████████▎| 18535/20000 [22:10:04<1:37:56, 4.01s/it] 93%|█████████▎| 18536/20000 [22:10:08<1:34:08, 3.86s/it] 93%|█████████▎| 18537/20000 [22:10:11<1:30:57, 3.73s/it] 93%|█████████▎| 18538/20000 [22:10:14<1:27:39, 3.60s/it] 93%|█████████▎| 18539/20000 [22:10:17<1:23:57, 3.45s/it] 93%|█████████▎| 18540/20000 [22:10:20<1:20:21, 3.30s/it] 93%|█████████▎| 18541/20000 [22:10:23<1:16:12, 3.13s/it] 93%|█████████▎| 18542/20000 [22:10:26<1:11:01, 2.92s/it] 93%|█████████▎| 18543/20000 [22:10:27<1:02:57, 2.59s/it] 93%|█████████▎| 18544/20000 [22:10:36<1:46:11, 4.38s/it] 93%|█████████▎| 18545/20000 [22:10:42<1:59:24, 4.92s/it] 93%|█████████▎| 18546/20000 [22:10:47<2:02:36, 5.06s/it] 93%|█████████▎| 18547/20000 [22:10:52<2:02:20, 5.05s/it] 93%|█████████▎| 18548/20000 [22:10:57<1:59:57, 4.96s/it] 93%|█████████▎| 18549/20000 [22:11:02<1:56:53, 4.83s/it] 93%|█████████▎| 18550/20000 [22:11:06<1:52:56, 4.67s/it] 93%|█████████▎| 18551/20000 [22:11:10<1:48:27, 4.49s/it] 93%|█████████▎| 18552/20000 [22:11:14<1:45:08, 4.36s/it] 93%|█████████▎| 18553/20000 [22:11:18<1:41:52, 4.22s/it] 93%|█████████▎| 18554/20000 [22:11:22<1:38:37, 4.09s/it] 93%|█████████▎| 18555/20000 [22:11:26<1:35:18, 3.96s/it] 93%|█████████▎| 18556/20000 [22:11:29<1:31:14, 3.79s/it] 93%|█████████▎| 18557/20000 [22:11:32<1:27:29, 3.64s/it] 93%|█████████▎| 18558/20000 [22:11:35<1:23:53, 3.49s/it] 93%|█████████▎| 18559/20000 [22:11:38<1:20:10, 3.34s/it] 93%|█████████▎| 18560/20000 [22:11:41<1:16:27, 3.19s/it] 93%|█████████▎| 18561/20000 [22:11:44<1:11:31, 2.98s/it] 93%|█████████▎| 18562/20000 [22:11:46<1:03:58, 2.67s/it] 93%|█████████▎| 18563/20000 [22:11:52<1:27:54, 3.67s/it] 93%|█████████▎| 18564/20000 [22:11:54<1:21:19, 3.40s/it] 93%|█████████▎| 18565/20000 [22:12:04<2:05:58, 5.27s/it] 93%|█████████▎| 18566/20000 [22:12:10<2:13:20, 5.58s/it] 93%|█████████▎| 18567/20000 [22:12:16<2:11:40, 5.51s/it] 93%|█████████▎| 18568/20000 [22:12:21<2:09:20, 5.42s/it] 93%|█████████▎| 18569/20000 [22:12:26<2:04:51, 5.24s/it] 93%|█████████▎| 18570/20000 [22:12:30<1:59:56, 5.03s/it] 93%|█████████▎| 18571/20000 [22:12:34<1:54:07, 4.79s/it] 93%|█████████▎| 18572/20000 [22:12:39<1:48:47, 4.57s/it] 93%|█████████▎| 18573/20000 [22:12:43<1:45:11, 4.42s/it] 93%|█████████▎| 18574/20000 [22:12:47<1:41:42, 4.28s/it] 93%|█████████▎| 18575/20000 [22:12:50<1:37:17, 4.10s/it] 93%|█████████▎| 18576/20000 [22:12:54<1:33:10, 3.93s/it] 93%|█████████▎| 18577/20000 [22:12:57<1:29:35, 3.78s/it] 93%|█████████▎| 18578/20000 [22:13:00<1:26:00, 3.63s/it] 93%|█████████▎| 18579/20000 [22:13:04<1:22:03, 3.47s/it] 93%|█████████▎| 18580/20000 [22:13:07<1:19:58, 3.38s/it] 93%|█████████▎| 18581/20000 [22:13:10<1:16:13, 3.22s/it] 93%|█████████▎| 18582/20000 [22:13:12<1:11:14, 3.01s/it] 93%|█████████▎| 18583/20000 [22:13:14<1:03:29, 2.69s/it] 93%|█████████▎| 18584/20000 [22:13:23<1:47:47, 4.57s/it] 93%|█████████▎| 18585/20000 [22:13:30<2:01:57, 5.17s/it] 93%|█████████▎| 18586/20000 [22:13:35<2:06:47, 5.38s/it] 93%|█████████▎| 18587/20000 [22:13:41<2:06:21, 5.37s/it] 93%|█████████▎| 18588/20000 [22:13:46<2:03:38, 5.25s/it] 93%|█████████▎| 18589/20000 [22:13:51<2:00:43, 5.13s/it] 93%|█████████▎| 18590/20000 [22:13:55<1:56:20, 4.95s/it] 93%|█████████▎| 18591/20000 [22:13:59<1:51:53, 4.77s/it] 93%|█████████▎| 18592/20000 [22:14:04<1:47:09, 4.57s/it] 93%|█████████▎| 18593/20000 [22:14:08<1:42:51, 4.39s/it] 93%|█████████▎| 18594/20000 [22:14:11<1:38:10, 4.19s/it] 93%|█████████▎| 18595/20000 [22:14:15<1:34:12, 4.02s/it] 93%|█████████▎| 18596/20000 [22:14:18<1:30:09, 3.85s/it] 93%|█████████▎| 18597/20000 [22:14:22<1:26:31, 3.70s/it] 93%|█████████▎| 18598/20000 [22:14:25<1:22:33, 3.53s/it] 93%|█████████▎| 18599/20000 [22:14:28<1:18:30, 3.36s/it] 93%|█████████▎| 18600/20000 [22:14:31<1:14:23, 3.19s/it] 93%|█████████▎| 18601/20000 [22:14:33<1:09:29, 2.98s/it] 93%|█████████▎| 18602/20000 [22:14:35<1:01:40, 2.65s/it] 93%|█████████▎| 18603/20000 [22:14:44<1:44:21, 4.48s/it] 93%|█████████▎| 18604/20000 [22:14:50<1:58:11, 5.08s/it] 93%|█████████▎| 18605/20000 [22:14:56<2:02:16, 5.26s/it] 93%|█████████▎| 18606/20000 [22:15:01<2:02:52, 5.29s/it] 93%|█████████▎| 18607/20000 [22:15:06<2:00:45, 5.20s/it] 93%|█████████▎| 18608/20000 [22:15:11<1:57:03, 5.05s/it] 93%|█████████▎| 18609/20000 [22:15:16<1:54:56, 4.96s/it] 93%|█████████▎| 18610/20000 [22:15:20<1:50:52, 4.79s/it] 93%|█████████▎| 18611/20000 [22:15:24<1:46:59, 4.62s/it] 93%|█████████▎| 18612/20000 [22:15:28<1:43:11, 4.46s/it] 93%|█████████▎| 18613/20000 [22:15:32<1:39:30, 4.30s/it] 93%|█████████▎| 18614/20000 [22:15:36<1:34:37, 4.10s/it] 93%|█████████▎| 18615/20000 [22:15:40<1:31:02, 3.94s/it] 93%|█████████▎| 18616/20000 [22:15:43<1:28:04, 3.82s/it] 93%|█████████▎| 18617/20000 [22:15:46<1:24:31, 3.67s/it] 93%|█████████▎| 18618/20000 [22:15:49<1:20:41, 3.50s/it] 93%|█████████▎| 18619/20000 [22:15:52<1:16:55, 3.34s/it] 93%|█████████▎| 18620/20000 [22:15:55<1:11:58, 3.13s/it] 93%|█████████▎| 18621/20000 [22:15:57<1:04:24, 2.80s/it] 93%|█████████▎| 18622/20000 [22:16:07<1:50:04, 4.79s/it] 93%|█████████▎| 18623/20000 [22:16:13<2:01:31, 5.29s/it] 93%|█████████▎| 18624/20000 [22:16:19<2:05:41, 5.48s/it] 93%|█████████▎| 18625/20000 [22:16:25<2:06:28, 5.52s/it] 93%|█████████▎| 18626/20000 [22:16:30<2:03:27, 5.39s/it] 93%|█████████▎| 18627/20000 [22:16:34<1:58:58, 5.20s/it] 93%|█████████▎| 18628/20000 [22:16:39<1:53:27, 4.96s/it] 93%|█████████▎| 18629/20000 [22:16:43<1:48:53, 4.77s/it] 93%|█████████▎| 18630/20000 [22:16:47<1:44:27, 4.57s/it] 93%|█████████▎| 18631/20000 [22:16:51<1:40:10, 4.39s/it] 93%|█████████▎| 18632/20000 [22:16:55<1:36:01, 4.21s/it] 93%|█████████▎| 18633/20000 [22:16:59<1:32:00, 4.04s/it] 93%|█████████▎| 18634/20000 [22:17:02<1:27:43, 3.85s/it] 93%|█████████▎| 18635/20000 [22:17:05<1:24:16, 3.70s/it] 93%|█████████▎| 18636/20000 [22:17:09<1:20:31, 3.54s/it] 93%|█████████▎| 18637/20000 [22:17:12<1:16:55, 3.39s/it] 93%|█████████▎| 18638/20000 [22:17:14<1:12:50, 3.21s/it] 93%|█████████▎| 18639/20000 [22:17:17<1:07:51, 2.99s/it] 93%|█████████▎| 18640/20000 [22:17:19<59:57, 2.65s/it] 93%|█████████▎| 18641/20000 [22:17:24<1:19:51, 3.53s/it] 93%|█████████▎| 18642/20000 [22:17:27<1:16:58, 3.40s/it] 93%|█████████▎| 18643/20000 [22:17:38<2:02:33, 5.42s/it] 93%|█████████▎| 18644/20000 [22:17:44<2:08:44, 5.70s/it] 93%|█████████▎| 18645/20000 [22:17:50<2:08:34, 5.69s/it] 93%|█████████▎| 18646/20000 [22:17:55<2:06:34, 5.61s/it] 93%|█████████▎| 18647/20000 [22:18:00<2:01:57, 5.41s/it] 93%|█████████▎| 18648/20000 [22:18:05<1:56:31, 5.17s/it] 93%|█████████▎| 18649/20000 [22:18:09<1:50:07, 4.89s/it] 93%|█████████▎| 18650/20000 [22:18:13<1:45:13, 4.68s/it] 93%|█████████▎| 18651/20000 [22:18:17<1:40:33, 4.47s/it] 93%|█████████▎| 18652/20000 [22:18:21<1:36:21, 4.29s/it] 93%|█████████▎| 18653/20000 [22:18:25<1:32:30, 4.12s/it] 93%|█████████▎| 18654/20000 [22:18:28<1:28:28, 3.94s/it] 93%|█████████▎| 18655/20000 [22:18:31<1:24:55, 3.79s/it] 93%|█████████▎| 18656/20000 [22:18:35<1:21:06, 3.62s/it] 93%|█████████▎| 18657/20000 [22:18:38<1:17:38, 3.47s/it] 93%|█████████▎| 18658/20000 [22:18:41<1:14:04, 3.31s/it] 93%|█████████▎| 18659/20000 [22:18:44<1:11:31, 3.20s/it] 93%|█████████▎| 18660/20000 [22:18:46<1:06:03, 2.96s/it] 93%|█████████▎| 18661/20000 [22:18:48<58:22, 2.62s/it] 93%|█████████▎| 18662/20000 [22:18:56<1:35:31, 4.28s/it] 93%|█████████▎| 18663/20000 [22:19:02<1:49:01, 4.89s/it] 93%|█████████▎| 18664/20000 [22:19:08<1:55:19, 5.18s/it] 93%|█████████▎| 18665/20000 [22:19:14<1:56:04, 5.22s/it] 93%|█████████▎| 18666/20000 [22:19:19<1:54:21, 5.14s/it] 93%|█████████▎| 18667/20000 [22:19:23<1:51:04, 5.00s/it] 93%|█████████▎| 18668/20000 [22:19:28<1:47:33, 4.84s/it] 93%|█████████▎| 18669/20000 [22:19:32<1:43:59, 4.69s/it] 93%|█████████▎| 18670/20000 [22:19:36<1:40:35, 4.54s/it] 93%|█████████▎| 18671/20000 [22:19:40<1:36:48, 4.37s/it] 93%|█████████▎| 18672/20000 [22:19:44<1:32:17, 4.17s/it] 93%|█████████▎| 18673/20000 [22:19:48<1:29:03, 4.03s/it] 93%|█████████▎| 18674/20000 [22:19:51<1:26:03, 3.89s/it] 93%|█████████▎| 18675/20000 [22:19:55<1:23:48, 3.79s/it] 93%|█████████▎| 18676/20000 [22:19:58<1:19:38, 3.61s/it] 93%|█████████▎| 18677/20000 [22:20:01<1:15:00, 3.40s/it] 93%|█████████▎| 18678/20000 [22:20:04<1:10:24, 3.20s/it] 93%|█████████▎| 18679/20000 [22:20:06<1:05:17, 2.97s/it] 93%|█████████▎| 18680/20000 [22:20:08<57:53, 2.63s/it] 93%|█████████▎| 18681/20000 [22:20:16<1:35:42, 4.35s/it] 93%|█████████▎| 18682/20000 [22:20:22<1:48:17, 4.93s/it] 93%|█████████▎| 18683/20000 [22:20:28<1:52:03, 5.11s/it] 93%|█████████▎| 18684/20000 [22:20:33<1:51:38, 5.09s/it] 93%|█████████▎| 18685/20000 [22:20:38<1:49:17, 4.99s/it] 93%|█████████▎| 18686/20000 [22:20:42<1:46:42, 4.87s/it] 93%|█████████▎| 18687/20000 [22:20:47<1:44:03, 4.76s/it] 93%|█████████▎| 18688/20000 [22:20:51<1:40:04, 4.58s/it] 93%|█████████▎| 18689/20000 [22:20:55<1:35:50, 4.39s/it] 93%|█████████▎| 18690/20000 [22:20:59<1:32:39, 4.24s/it] 93%|█████████▎| 18691/20000 [22:21:03<1:29:27, 4.10s/it] 93%|█████████▎| 18692/20000 [22:21:06<1:26:24, 3.96s/it] 93%|█████████▎| 18693/20000 [22:21:10<1:23:30, 3.83s/it] 93%|█████████▎| 18694/20000 [22:21:13<1:20:45, 3.71s/it] 93%|█████████▎| 18695/20000 [22:21:16<1:17:27, 3.56s/it] 93%|█████████▎| 18696/20000 [22:21:19<1:13:59, 3.40s/it] 93%|█████████▎| 18697/20000 [22:21:22<1:10:11, 3.23s/it] 93%|█████████▎| 18698/20000 [22:21:25<1:05:39, 3.03s/it] 93%|█████████▎| 18699/20000 [22:21:27<58:24, 2.69s/it] 94%|█████████▎| 18700/20000 [22:21:36<1:39:57, 4.61s/it] 94%|█████████▎| 18701/20000 [22:21:42<1:50:12, 5.09s/it] 94%|█████████▎| 18702/20000 [22:21:48<1:52:25, 5.20s/it] 94%|█████████▎| 18703/20000 [22:21:53<1:51:08, 5.14s/it] 94%|█████████▎| 18704/20000 [22:21:57<1:48:10, 5.01s/it] 94%|█████████▎| 18705/20000 [22:22:02<1:44:34, 4.85s/it] 94%|█████████▎| 18706/20000 [22:22:06<1:40:19, 4.65s/it] 94%|█████████▎| 18707/20000 [22:22:10<1:35:52, 4.45s/it] 94%|█████████▎| 18708/20000 [22:22:14<1:32:39, 4.30s/it] 94%|█████████▎| 18709/20000 [22:22:18<1:29:03, 4.14s/it] 94%|█████████▎| 18710/20000 [22:22:21<1:25:48, 3.99s/it] 94%|█████████▎| 18711/20000 [22:22:25<1:22:10, 3.83s/it] 94%|█████████▎| 18712/20000 [22:22:28<1:19:07, 3.69s/it] 94%|█████████▎| 18713/20000 [22:22:31<1:16:26, 3.56s/it] 94%|█████████▎| 18714/20000 [22:22:34<1:13:35, 3.43s/it] 94%|█████████▎| 18715/20000 [22:22:37<1:09:46, 3.26s/it] 94%|█████████▎| 18716/20000 [22:22:40<1:06:09, 3.09s/it] 94%|█████████▎| 18717/20000 [22:22:42<1:02:01, 2.90s/it] 94%|█████████▎| 18718/20000 [22:22:44<54:18, 2.54s/it] 94%|█████████▎| 18719/20000 [22:22:50<1:12:47, 3.41s/it] 94%|█████████▎| 18720/20000 [22:22:52<1:08:37, 3.22s/it] 94%|█████████▎| 18721/20000 [22:23:02<1:49:20, 5.13s/it] 94%|█████████▎| 18722/20000 [22:23:08<1:55:49, 5.44s/it] 94%|█████████▎| 18723/20000 [22:23:14<1:55:49, 5.44s/it] 94%|█████████▎| 18724/20000 [22:23:19<1:53:06, 5.32s/it] 94%|█████████▎| 18725/20000 [22:23:23<1:49:10, 5.14s/it] 94%|█████████▎| 18726/20000 [22:23:28<1:45:02, 4.95s/it] 94%|█████████▎| 18727/20000 [22:23:32<1:40:20, 4.73s/it] 94%|█████████▎| 18728/20000 [22:23:36<1:36:02, 4.53s/it] 94%|█████████▎| 18729/20000 [22:23:40<1:32:33, 4.37s/it] 94%|█████████▎| 18730/20000 [22:23:44<1:28:48, 4.20s/it] 94%|█████████▎| 18731/20000 [22:23:48<1:25:49, 4.06s/it] 94%|█████████▎| 18732/20000 [22:23:51<1:24:35, 4.00s/it] 94%|█████████▎| 18733/20000 [22:23:55<1:22:42, 3.92s/it] 94%|█████████▎| 18734/20000 [22:23:59<1:20:40, 3.82s/it] 94%|█████████▎| 18735/20000 [22:24:02<1:17:32, 3.68s/it] 94%|█████████▎| 18736/20000 [22:24:05<1:14:24, 3.53s/it] 94%|█████████▎| 18737/20000 [22:24:08<1:10:18, 3.34s/it] 94%|█████████▎| 18738/20000 [22:24:11<1:05:39, 3.12s/it] 94%|█████████▎| 18739/20000 [22:24:13<58:37, 2.79s/it] 94%|█████████▎| 18740/20000 [22:24:22<1:39:41, 4.75s/it] 94%|█████████▎| 18741/20000 [22:24:28<1:49:29, 5.22s/it] 94%|█████████▎| 18742/20000 [22:24:34<1:51:57, 5.34s/it] 94%|█████████▎| 18743/20000 [22:24:39<1:50:46, 5.29s/it] 94%|█████████▎| 18744/20000 [22:24:44<1:48:03, 5.16s/it] 94%|█████████▎| 18745/20000 [22:24:49<1:45:00, 5.02s/it] 94%|█████████▎| 18746/20000 [22:24:54<1:42:53, 4.92s/it] 94%|█████████▎| 18747/20000 [22:24:58<1:37:31, 4.67s/it] 94%|█████████▎| 18748/20000 [22:25:02<1:32:41, 4.44s/it] 94%|█████████▎| 18749/20000 [22:25:05<1:28:44, 4.26s/it] 94%|█████████▍| 18750/20000 [22:25:09<1:24:08, 4.04s/it] 94%|█████████▍| 18751/20000 [22:25:12<1:21:13, 3.90s/it] 94%|█████████▍| 18752/20000 [22:25:16<1:18:39, 3.78s/it] 94%|█████████▍| 18753/20000 [22:25:19<1:15:38, 3.64s/it] 94%|█████████▍| 18754/20000 [22:25:22<1:12:20, 3.48s/it] 94%|█████████▍| 18755/20000 [22:25:25<1:09:05, 3.33s/it] 94%|█████████▍| 18756/20000 [22:25:28<1:05:27, 3.16s/it] 94%|█████████▍| 18757/20000 [22:25:31<1:00:48, 2.94s/it] 94%|█████████▍| 18758/20000 [22:25:32<54:02, 2.61s/it] 94%|█████████▍| 18759/20000 [22:25:40<1:25:30, 4.13s/it] 94%|█████████▍| 18760/20000 [22:25:46<1:37:34, 4.72s/it] 94%|█████████▍| 18761/20000 [22:25:52<1:42:28, 4.96s/it] 94%|█████████▍| 18762/20000 [22:25:57<1:43:29, 5.02s/it] 94%|█████████▍| 18763/20000 [22:26:02<1:42:55, 4.99s/it] 94%|█████████▍| 18764/20000 [22:26:06<1:40:45, 4.89s/it] 94%|█████████▍| 18765/20000 [22:26:11<1:37:19, 4.73s/it] 94%|█████████▍| 18766/20000 [22:26:15<1:34:33, 4.60s/it] 94%|█████████▍| 18767/20000 [22:26:19<1:30:59, 4.43s/it] 94%|█████████▍| 18768/20000 [22:26:23<1:27:48, 4.28s/it] 94%|█████████▍| 18769/20000 [22:26:27<1:24:27, 4.12s/it] 94%|█████████▍| 18770/20000 [22:26:30<1:21:04, 3.95s/it] 94%|█████████▍| 18771/20000 [22:26:34<1:17:53, 3.80s/it] 94%|█████████▍| 18772/20000 [22:26:37<1:14:27, 3.64s/it] 94%|█████████▍| 18773/20000 [22:26:40<1:11:02, 3.47s/it] 94%|█████████▍| 18774/20000 [22:26:43<1:08:14, 3.34s/it] 94%|█████████▍| 18775/20000 [22:26:46<1:04:54, 3.18s/it] 94%|█████████▍| 18776/20000 [22:26:48<1:00:29, 2.97s/it] 94%|█████████▍| 18777/20000 [22:26:50<53:35, 2.63s/it] 94%|█████████▍| 18778/20000 [22:26:59<1:33:13, 4.58s/it] 94%|█████████▍| 18779/20000 [22:27:06<1:44:32, 5.14s/it] 94%|█████████▍| 18780/20000 [22:27:11<1:47:37, 5.29s/it] 94%|█████████▍| 18781/20000 [22:27:17<1:47:36, 5.30s/it] 94%|█████████▍| 18782/20000 [22:27:22<1:45:35, 5.20s/it] 94%|█████████▍| 18783/20000 [22:27:26<1:42:23, 5.05s/it] 94%|█████████▍| 18784/20000 [22:27:31<1:38:10, 4.84s/it] 94%|█████████▍| 18785/20000 [22:27:35<1:34:20, 4.66s/it] 94%|█████████▍| 18786/20000 [22:27:39<1:30:25, 4.47s/it] 94%|█████████▍| 18787/20000 [22:27:43<1:26:30, 4.28s/it] 94%|█████████▍| 18788/20000 [22:27:47<1:22:39, 4.09s/it] 94%|█████████▍| 18789/20000 [22:27:50<1:19:11, 3.92s/it] 94%|█████████▍| 18790/20000 [22:27:54<1:16:52, 3.81s/it] 94%|█████████▍| 18791/20000 [22:27:57<1:13:39, 3.66s/it] 94%|█████████▍| 18792/20000 [22:28:00<1:10:33, 3.50s/it] 94%|█████████▍| 18793/20000 [22:28:03<1:06:58, 3.33s/it] 94%|█████████▍| 18794/20000 [22:28:06<1:03:00, 3.13s/it] 94%|█████████▍| 18795/20000 [22:28:08<58:59, 2.94s/it] 94%|█████████▍| 18796/20000 [22:28:10<51:51, 2.58s/it] 94%|█████████▍| 18797/20000 [22:28:16<1:11:52, 3.58s/it] 94%|█████████▍| 18798/20000 [22:28:19<1:07:08, 3.35s/it] 94%|█████████▍| 18799/20000 [22:28:28<1:43:13, 5.16s/it] 94%|█████████▍| 18800/20000 [22:28:34<1:47:55, 5.40s/it] 94%|█████████▍| 18801/20000 [22:28:39<1:46:59, 5.35s/it] 94%|█████████▍| 18802/20000 [22:28:44<1:44:29, 5.23s/it] 94%|█████████▍| 18803/20000 [22:28:49<1:40:58, 5.06s/it] 94%|█████████▍| 18804/20000 [22:28:53<1:38:01, 4.92s/it] 94%|█████████▍| 18805/20000 [22:28:58<1:34:02, 4.72s/it] 94%|█████████▍| 18806/20000 [22:29:02<1:30:51, 4.57s/it] 94%|█████████▍| 18807/20000 [22:29:06<1:28:24, 4.45s/it] 94%|█████████▍| 18808/20000 [22:29:10<1:26:07, 4.34s/it] 94%|█████████▍| 18809/20000 [22:29:14<1:23:11, 4.19s/it] 94%|█████████▍| 18810/20000 [22:29:18<1:19:55, 4.03s/it] 94%|█████████▍| 18811/20000 [22:29:21<1:17:09, 3.89s/it] 94%|█████████▍| 18812/20000 [22:29:25<1:14:30, 3.76s/it] 94%|█████████▍| 18813/20000 [22:29:28<1:11:21, 3.61s/it] 94%|█████████▍| 18814/20000 [22:29:31<1:08:06, 3.45s/it] 94%|█████████▍| 18815/20000 [22:29:34<1:04:47, 3.28s/it] 94%|█████████▍| 18816/20000 [22:29:37<1:00:47, 3.08s/it] 94%|█████████▍| 18817/20000 [22:29:38<54:03, 2.74s/it] 94%|█████████▍| 18818/20000 [22:29:48<1:31:31, 4.65s/it] 94%|█████████▍| 18819/20000 [22:29:55<1:45:35, 5.36s/it] 94%|█████████▍| 18820/20000 [22:30:01<1:50:29, 5.62s/it] 94%|█████████▍| 18821/20000 [22:30:07<1:51:28, 5.67s/it] 94%|█████████▍| 18822/20000 [22:30:12<1:48:34, 5.53s/it] 94%|█████████▍| 18823/20000 [22:30:17<1:44:57, 5.35s/it] 94%|█████████▍| 18824/20000 [22:30:21<1:40:15, 5.12s/it] 94%|█████████▍| 18825/20000 [22:30:26<1:35:11, 4.86s/it] 94%|█████████▍| 18826/20000 [22:30:30<1:31:08, 4.66s/it] 94%|█████████▍| 18827/20000 [22:30:34<1:27:02, 4.45s/it] 94%|█████████▍| 18828/20000 [22:30:38<1:23:22, 4.27s/it] 94%|█████████▍| 18829/20000 [22:30:41<1:20:48, 4.14s/it] 94%|█████████▍| 18830/20000 [22:30:45<1:18:17, 4.02s/it] 94%|█████████▍| 18831/20000 [22:30:49<1:15:45, 3.89s/it] 94%|█████████▍| 18832/20000 [22:30:52<1:11:39, 3.68s/it] 94%|█████████▍| 18833/20000 [22:30:55<1:08:16, 3.51s/it] 94%|█████████▍| 18834/20000 [22:30:58<1:04:48, 3.34s/it] 94%|█████████▍| 18835/20000 [22:31:01<1:00:50, 3.13s/it] 94%|█████████▍| 18836/20000 [22:31:03<54:03, 2.79s/it] 94%|█████████▍| 18837/20000 [22:31:12<1:31:31, 4.72s/it] 94%|█████████▍| 18838/20000 [22:31:18<1:41:54, 5.26s/it] 94%|█████████▍| 18839/20000 [22:31:24<1:46:44, 5.52s/it] 94%|█████████▍| 18840/20000 [22:31:30<1:46:52, 5.53s/it] 94%|█████████▍| 18841/20000 [22:31:35<1:43:22, 5.35s/it] 94%|█████████▍| 18842/20000 [22:31:40<1:40:39, 5.22s/it] 94%|█████████▍| 18843/20000 [22:31:44<1:37:13, 5.04s/it] 94%|█████████▍| 18844/20000 [22:31:49<1:34:00, 4.88s/it] 94%|█████████▍| 18845/20000 [22:31:53<1:29:15, 4.64s/it] 94%|█████████▍| 18846/20000 [22:31:57<1:25:19, 4.44s/it] 94%|█████████▍| 18847/20000 [22:32:01<1:20:53, 4.21s/it] 94%|█████████▍| 18848/20000 [22:32:04<1:16:53, 4.00s/it] 94%|█████████▍| 18849/20000 [22:32:08<1:14:04, 3.86s/it] 94%|█████████▍| 18850/20000 [22:32:11<1:11:19, 3.72s/it] 94%|█████████▍| 18851/20000 [22:32:14<1:08:19, 3.57s/it] 94%|█████████▍| 18852/20000 [22:32:17<1:05:06, 3.40s/it] 94%|█████████▍| 18853/20000 [22:32:20<1:01:38, 3.22s/it] 94%|█████████▍| 18854/20000 [22:32:23<57:28, 3.01s/it] 94%|█████████▍| 18855/20000 [22:32:25<51:13, 2.68s/it] 94%|█████████▍| 18856/20000 [22:32:34<1:28:12, 4.63s/it] 94%|█████████▍| 18857/20000 [22:32:40<1:38:16, 5.16s/it] 94%|█████████▍| 18858/20000 [22:32:46<1:40:59, 5.31s/it] 94%|█████████▍| 18859/20000 [22:32:51<1:39:17, 5.22s/it] 94%|█████████▍| 18860/20000 [22:32:56<1:36:54, 5.10s/it] 94%|█████████▍| 18861/20000 [22:33:00<1:34:14, 4.96s/it] 94%|█████████▍| 18862/20000 [22:33:05<1:30:55, 4.79s/it] 94%|█████████▍| 18863/20000 [22:33:09<1:28:09, 4.65s/it] 94%|█████████▍| 18864/20000 [22:33:13<1:24:07, 4.44s/it] 94%|█████████▍| 18865/20000 [22:33:17<1:20:46, 4.27s/it] 94%|█████████▍| 18866/20000 [22:33:21<1:17:36, 4.11s/it] 94%|█████████▍| 18867/20000 [22:33:24<1:14:41, 3.96s/it] 94%|█████████▍| 18868/20000 [22:33:28<1:11:45, 3.80s/it] 94%|█████████▍| 18869/20000 [22:33:31<1:09:15, 3.67s/it] 94%|█████████▍| 18870/20000 [22:33:34<1:06:44, 3.54s/it] 94%|█████████▍| 18871/20000 [22:33:37<1:03:39, 3.38s/it] 94%|█████████▍| 18872/20000 [22:33:40<1:00:29, 3.22s/it] 94%|█████████▍| 18873/20000 [22:33:43<56:23, 3.00s/it] 94%|█████████▍| 18874/20000 [22:33:45<50:20, 2.68s/it] 94%|█████████▍| 18875/20000 [22:33:50<1:06:02, 3.52s/it] 94%|█████████▍| 18876/20000 [22:33:53<1:02:45, 3.35s/it] 94%|█████████▍| 18877/20000 [22:34:03<1:39:45, 5.33s/it] 94%|█████████▍| 18878/20000 [22:34:09<1:45:13, 5.63s/it] 94%|█████████▍| 18879/20000 [22:34:15<1:45:13, 5.63s/it] 94%|█████████▍| 18880/20000 [22:34:20<1:43:09, 5.53s/it] 94%|█████████▍| 18881/20000 [22:34:25<1:39:42, 5.35s/it] 94%|█████████▍| 18882/20000 [22:34:30<1:36:06, 5.16s/it] 94%|█████████▍| 18883/20000 [22:34:35<1:33:30, 5.02s/it] 94%|█████████▍| 18884/20000 [22:34:39<1:29:22, 4.80s/it] 94%|█████████▍| 18885/20000 [22:34:43<1:25:36, 4.61s/it] 94%|█████████▍| 18886/20000 [22:34:47<1:22:09, 4.42s/it] 94%|█████████▍| 18887/20000 [22:34:51<1:18:40, 4.24s/it] 94%|█████████▍| 18888/20000 [22:34:55<1:15:51, 4.09s/it] 94%|█████████▍| 18889/20000 [22:34:58<1:12:32, 3.92s/it] 94%|█████████▍| 18890/20000 [22:35:02<1:10:19, 3.80s/it] 94%|█████████▍| 18891/20000 [22:35:05<1:07:10, 3.63s/it] 94%|█████████▍| 18892/20000 [22:35:08<1:03:38, 3.45s/it] 94%|█████████▍| 18893/20000 [22:35:11<1:00:21, 3.27s/it] 94%|█████████▍| 18894/20000 [22:35:13<56:38, 3.07s/it] 94%|█████████▍| 18895/20000 [22:35:15<50:33, 2.75s/it] 94%|█████████▍| 18896/20000 [22:35:24<1:24:40, 4.60s/it] 94%|█████████▍| 18897/20000 [22:35:31<1:35:54, 5.22s/it] 94%|█████████▍| 18898/20000 [22:35:37<1:39:43, 5.43s/it] 94%|█████████▍| 18899/20000 [22:35:42<1:39:38, 5.43s/it] 94%|█████████▍| 18900/20000 [22:35:47<1:37:34, 5.32s/it] 95%|█████████▍| 18901/20000 [22:35:52<1:34:46, 5.17s/it] 95%|█████████▍| 18902/20000 [22:35:57<1:31:28, 5.00s/it] 95%|█████████▍| 18903/20000 [22:36:01<1:27:43, 4.80s/it] 95%|█████████▍| 18904/20000 [22:36:05<1:24:22, 4.62s/it] 95%|█████████▍| 18905/20000 [22:36:09<1:20:43, 4.42s/it] 95%|█████████▍| 18906/20000 [22:36:13<1:17:19, 4.24s/it] 95%|█████████▍| 18907/20000 [22:36:17<1:14:32, 4.09s/it] 95%|█████████▍| 18908/20000 [22:36:20<1:11:46, 3.94s/it] 95%|█████████▍| 18909/20000 [22:36:24<1:09:17, 3.81s/it] 95%|█████████▍| 18910/20000 [22:36:27<1:06:17, 3.65s/it] 95%|█████████▍| 18911/20000 [22:36:30<1:03:29, 3.50s/it] 95%|█████████▍| 18912/20000 [22:36:33<1:00:57, 3.36s/it] 95%|█████████▍| 18913/20000 [22:36:36<56:54, 3.14s/it] 95%|█████████▍| 18914/20000 [22:36:38<51:07, 2.82s/it] 95%|█████████▍| 18915/20000 [22:36:47<1:24:38, 4.68s/it] 95%|█████████▍| 18916/20000 [22:36:54<1:35:34, 5.29s/it] 95%|█████████▍| 18917/20000 [22:37:00<1:38:26, 5.45s/it] 95%|█████████▍| 18918/20000 [22:37:05<1:38:02, 5.44s/it] 95%|█████████▍| 18919/20000 [22:37:10<1:35:35, 5.31s/it] 95%|█████████▍| 18920/20000 [22:37:15<1:32:53, 5.16s/it] 95%|█████████▍| 18921/20000 [22:37:19<1:29:14, 4.96s/it] 95%|█████████▍| 18922/20000 [22:37:24<1:25:44, 4.77s/it] 95%|█████████▍| 18923/20000 [22:37:28<1:23:10, 4.63s/it] 95%|█████████▍| 18924/20000 [22:37:32<1:20:03, 4.46s/it] 95%|█████████▍| 18925/20000 [22:37:36<1:17:13, 4.31s/it] 95%|█████████▍| 18926/20000 [22:37:40<1:14:27, 4.16s/it] 95%|█████████▍| 18927/20000 [22:37:43<1:11:55, 4.02s/it] 95%|█████████▍| 18928/20000 [22:37:47<1:09:18, 3.88s/it] 95%|█████████▍| 18929/20000 [22:37:50<1:06:18, 3.72s/it] 95%|█████████▍| 18930/20000 [22:37:54<1:03:37, 3.57s/it] 95%|█████████▍| 18931/20000 [22:37:57<1:00:15, 3.38s/it] 95%|█████████▍| 18932/20000 [22:37:59<56:19, 3.16s/it] 95%|█████████▍| 18933/20000 [22:38:01<49:50, 2.80s/it] 95%|█████████▍| 18934/20000 [22:38:11<1:25:40, 4.82s/it] 95%|█████████▍| 18935/20000 [22:38:17<1:34:27, 5.32s/it] 95%|█████████▍| 18936/20000 [22:38:23<1:36:33, 5.45s/it] 95%|█████████▍| 18937/20000 [22:38:28<1:35:25, 5.39s/it] 95%|█████████▍| 18938/20000 [22:38:33<1:34:02, 5.31s/it] 95%|█████████▍| 18939/20000 [22:38:38<1:30:35, 5.12s/it] 95%|█████████▍| 18940/20000 [22:38:42<1:26:36, 4.90s/it] 95%|█████████▍| 18941/20000 [22:38:47<1:23:48, 4.75s/it] 95%|█████████▍| 18942/20000 [22:38:51<1:21:47, 4.64s/it] 95%|█████████▍| 18943/20000 [22:38:55<1:18:29, 4.46s/it] 95%|█████████▍| 18944/20000 [22:38:59<1:15:40, 4.30s/it] 95%|█████████▍| 18945/20000 [22:39:03<1:13:48, 4.20s/it] 95%|█████████▍| 18946/20000 [22:39:07<1:10:11, 4.00s/it] 95%|█████████▍| 18947/20000 [22:39:10<1:07:08, 3.83s/it] 95%|█████████▍| 18948/20000 [22:39:13<1:04:10, 3.66s/it] 95%|█████████▍| 18949/20000 [22:39:16<1:01:30, 3.51s/it] 95%|█████████▍| 18950/20000 [22:39:19<58:35, 3.35s/it] 95%|█████████▍| 18951/20000 [22:39:22<55:03, 3.15s/it] 95%|█████████▍| 18952/20000 [22:39:24<48:38, 2.78s/it] 95%|█████████▍| 18953/20000 [22:39:30<1:04:10, 3.68s/it] 95%|█████████▍| 18954/20000 [22:39:33<59:54, 3.44s/it] 95%|█████████▍| 18955/20000 [22:39:43<1:35:40, 5.49s/it] 95%|█████████▍| 18956/20000 [22:39:50<1:42:01, 5.86s/it] 95%|█████████▍| 18957/20000 [22:39:55<1:41:38, 5.85s/it] 95%|█████████▍| 18958/20000 [22:40:01<1:38:46, 5.69s/it] 95%|█████████▍| 18959/20000 [22:40:06<1:35:20, 5.50s/it] 95%|█████████▍| 18960/20000 [22:40:11<1:31:53, 5.30s/it] 95%|█████████▍| 18961/20000 [22:40:15<1:27:49, 5.07s/it] 95%|█████████▍| 18962/20000 [22:40:20<1:24:10, 4.87s/it] 95%|█████████▍| 18963/20000 [22:40:24<1:20:25, 4.65s/it] 95%|█████████▍| 18964/20000 [22:40:28<1:16:53, 4.45s/it] 95%|█████████▍| 18965/20000 [22:40:32<1:13:43, 4.27s/it] 95%|█████████▍| 18966/20000 [22:40:35<1:10:21, 4.08s/it] 95%|█████████▍| 18967/20000 [22:40:39<1:07:55, 3.94s/it] 95%|█████████▍| 18968/20000 [22:40:42<1:05:08, 3.79s/it] 95%|█████████▍| 18969/20000 [22:40:46<1:02:10, 3.62s/it] 95%|█████████▍| 18970/20000 [22:40:49<59:06, 3.44s/it] 95%|█████████▍| 18971/20000 [22:40:51<55:52, 3.26s/it] 95%|█████████▍| 18972/20000 [22:40:54<52:15, 3.05s/it] 95%|█████████▍| 18973/20000 [22:40:56<46:53, 2.74s/it] 95%|█████████▍| 18974/20000 [22:41:05<1:21:05, 4.74s/it] 95%|█████████▍| 18975/20000 [22:41:12<1:30:01, 5.27s/it] 95%|█████████▍| 18976/20000 [22:41:18<1:32:17, 5.41s/it] 95%|█████████▍| 18977/20000 [22:41:23<1:31:01, 5.34s/it] 95%|█████████▍| 18978/20000 [22:41:28<1:28:39, 5.20s/it] 95%|█████████▍| 18979/20000 [22:41:32<1:25:36, 5.03s/it] 95%|█████████▍| 18980/20000 [22:41:37<1:21:42, 4.81s/it] 95%|█████████▍| 18981/20000 [22:41:41<1:18:39, 4.63s/it] 95%|█████████▍| 18982/20000 [22:41:45<1:15:44, 4.46s/it] 95%|█████████▍| 18983/20000 [22:41:49<1:13:08, 4.31s/it] 95%|█████████▍| 18984/20000 [22:41:53<1:10:17, 4.15s/it] 95%|█████████▍| 18985/20000 [22:41:56<1:07:57, 4.02s/it] 95%|█████████▍| 18986/20000 [22:42:00<1:05:55, 3.90s/it] 95%|█████████▍| 18987/20000 [22:42:03<1:03:31, 3.76s/it] 95%|█████████▍| 18988/20000 [22:42:07<1:01:06, 3.62s/it] 95%|█████████▍| 18989/20000 [22:42:10<58:09, 3.45s/it] 95%|█████████▍| 18990/20000 [22:42:13<54:48, 3.26s/it] 95%|█████████▍| 18991/20000 [22:42:15<50:56, 3.03s/it] 95%|█████████▍| 18992/20000 [22:42:17<45:01, 2.68s/it] 95%|█████████▍| 18993/20000 [22:42:26<1:15:44, 4.51s/it] 95%|█████████▍| 18994/20000 [22:42:32<1:25:11, 5.08s/it] 95%|█████████▍| 18995/20000 [22:42:38<1:28:15, 5.27s/it] 95%|█████████▍| 18996/20000 [22:42:43<1:27:56, 5.26s/it] 95%|█████████▍| 18997/20000 [22:42:48<1:26:33, 5.18s/it] 95%|█████████▍| 18998/20000 [22:42:53<1:23:53, 5.02s/it] 95%|█████████▍| 18999/20000 [22:42:57<1:20:56, 4.85s/it] 95%|█████████▌| 19000/20000 [22:43:01<1:17:53, 4.67s/it] 95%|█████████▌| 19000/20000 [22:43:01<1:17:53, 4.67s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09889042377471924, 'eval_wer': 0.07315019937970757, 'eval_runtime': 67.9718, 'eval_samples_per_second': 27.32, 'eval_steps_per_second': 1.148, 'epoch': 237.18} {'loss': 0.0013, 'learning_rate': 2.576923076923077e-05, 'epoch': 243.59} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:26, 2.88it/s][A 4%|▍ | 3/78 [00:01<00:35, 2.08it/s][A 5%|▌ | 4/78 [00:02<00:40, 1.81it/s][A 6%|▋ | 5/78 [00:02<00:47, 1.55it/s][A 8%|▊ | 6/78 [00:03<00:52, 1.37it/s][A 9%|▉ | 7/78 [00:04<00:57, 1.23it/s][A 10%|█ | 8/78 [00:05<01:01, 1.14it/s][A 12%|█▏ | 9/78 [00:06<01:02, 1.10it/s][A 13%|█▎ | 10/78 [00:07<01:00, 1.12it/s][A 14%|█▍ | 11/78 [00:08<00:59, 1.13it/s][A 15%|█▌ | 12/78 [00:09<00:55, 1.18it/s][A 17%|█▋ | 13/78 [00:09<00:51, 1.26it/s][A 18%|█▊ | 14/78 [00:10<00:52, 1.22it/s][A 19%|█▉ | 15/78 [00:11<00:53, 1.17it/s][A 21%|██ | 16/78 [00:12<00:55, 1.12it/s][A 22%|██▏ | 17/78 [00:13<00:54, 1.11it/s][A 23%|██▎ | 18/78 [00:14<00:57, 1.04it/s][A 24%|██▍ | 19/78 [00:15<00:55, 1.07it/s][A 26%|██▌ | 20/78 [00:16<00:49, 1.16it/s][A 27%|██▋ | 21/78 [00:17<00:50, 1.12it/s][A 28%|██▊ | 22/78 [00:17<00:47, 1.18it/s][A 29%|██▉ | 23/78 [00:18<00:44, 1.23it/s][A 31%|███ | 24/78 [00:19<00:44, 1.22it/s][A 32%|███▏ | 25/78 [00:20<00:42, 1.25it/s][A 33%|███▎ | 26/78 [00:21<00:40, 1.28it/s][A 35%|███▍ | 27/78 [00:21<00:39, 1.31it/s][A 36%|███▌ | 28/78 [00:22<00:40, 1.24it/s][A 37%|███▋ | 29/78 [00:23<00:37, 1.31it/s][A 38%|███▊ | 30/78 [00:24<00:38, 1.24it/s][A 40%|███▉ | 31/78 [00:24<00:36, 1.27it/s][A 41%|████ | 32/78 [00:25<00:35, 1.30it/s][A 42%|████▏ | 33/78 [00:26<00:33, 1.33it/s][A 44%|████▎ | 34/78 [00:27<00:32, 1.37it/s][A 45%|████▍ | 35/78 [00:27<00:30, 1.41it/s][A 46%|████▌ | 36/78 [00:28<00:29, 1.42it/s][A 47%|████▋ | 37/78 [00:29<00:30, 1.34it/s][A 49%|████▊ | 38/78 [00:30<00:30, 1.31it/s][A 50%|█████ | 39/78 [00:31<00:33, 1.17it/s][A 51%|█████▏ | 40/78 [00:32<00:33, 1.14it/s][A 53%|█████▎ | 41/78 [00:33<00:35, 1.04it/s][A 54%|█████▍ | 42/78 [00:34<00:33, 1.07it/s][A 55%|█████▌ | 43/78 [00:35<00:32, 1.06it/s][A 56%|█████▋ | 44/78 [00:36<00:31, 1.06it/s][A 58%|█████▊ | 45/78 [00:36<00:29, 1.10it/s][A 59%|█████▉ | 46/78 [00:38<00:34, 1.06s/it][A 60%|██████ | 47/78 [00:39<00:29, 1.04it/s][A 62%|██████▏ | 48/78 [00:39<00:26, 1.12it/s][A 63%|██████▎ | 49/78 [00:40<00:23, 1.22it/s][A 64%|██████▍ | 50/78 [00:41<00:22, 1.23it/s][A 65%|██████▌ | 51/78 [00:41<00:20, 1.31it/s][A 67%|██████▋ | 52/78 [00:42<00:19, 1.31it/s][A 68%|██████▊ | 53/78 [00:43<00:18, 1.32it/s][A 69%|██████▉ | 54/78 [00:44<00:19, 1.26it/s][A 71%|███████ | 55/78 [00:45<00:18, 1.22it/s][A 72%|███████▏ | 56/78 [00:45<00:18, 1.22it/s][A 73%|███████▎ | 57/78 [00:47<00:20, 1.02it/s][A 74%|███████▍ | 58/78 [00:48<00:19, 1.03it/s][A 76%|███████▌ | 59/78 [00:49<00:19, 1.00s/it][A 77%|███████▋ | 60/78 [00:50<00:17, 1.05it/s][A 78%|███████▊ | 61/78 [00:50<00:15, 1.09it/s][A 79%|███████▉ | 62/78 [00:51<00:14, 1.11it/s][A 81%|████████ | 63/78 [00:52<00:13, 1.10it/s][A 82%|████████▏ | 64/78 [00:53<00:12, 1.11it/s][A 83%|████████▎ | 65/78 [00:54<00:11, 1.11it/s][A 85%|████████▍ | 66/78 [00:55<00:10, 1.15it/s][A 86%|████████▌ | 67/78 [00:56<00:09, 1.14it/s][A 87%|████████▋ | 68/78 [00:57<00:08, 1.15it/s][A 88%|████████▊ | 69/78 [00:57<00:07, 1.19it/s][A 90%|████████▉ | 70/78 [00:58<00:06, 1.15it/s][A 91%|█████████ | 71/78 [00:59<00:05, 1.22it/s][A 92%|█████████▏| 72/78 [01:00<00:04, 1.24it/s][A 94%|█████████▎| 73/78 [01:01<00:04, 1.22it/s][A 95%|█████████▍| 74/78 [01:01<00:03, 1.22it/s][A 96%|█████████▌| 75/78 [01:02<00:02, 1.23it/s][A 97%|█████████▋| 76/78 [01:03<00:01, 1.23it/s][A 99%|█████████▊| 77/78 [01:04<00:00, 1.28it/s][A 100%|██████████| 78/78 [01:04<00:00, 1.60it/s][A [A 95%|█████████▌| 19000/20000 [22:44:08<1:17:53, 4.67s/it] 100%|██████████| 78/78 [01:06<00:00, 1.60it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-19000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-19000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-19000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-19000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-18500] due to args.save_total_limit 95%|█████████▌| 19001/20000 [22:44:26<7:58:30, 28.74s/it] 95%|█████████▌| 19002/20000 [22:44:30<5:53:58, 21.28s/it] 95%|█████████▌| 19003/20000 [22:44:34<4:26:10, 16.02s/it] 95%|█████████▌| 19004/20000 [22:44:38<3:25:21, 12.37s/it] 95%|█████████▌| 19005/20000 [22:44:41<2:41:14, 9.72s/it] 95%|█████████▌| 19006/20000 [22:44:45<2:10:29, 7.88s/it] 95%|█████████▌| 19007/20000 [22:44:48<1:47:25, 6.49s/it] 95%|█████████▌| 19008/20000 [22:44:51<1:30:32, 5.48s/it] 95%|█████████▌| 19009/20000 [22:44:54<1:17:26, 4.69s/it] 95%|█████████▌| 19010/20000 [22:44:57<1:06:36, 4.04s/it] 95%|█████████▌| 19011/20000 [22:44:59<56:13, 3.41s/it] 95%|█████████▌| 19012/20000 [22:45:07<1:23:13, 5.05s/it] 95%|█████████▌| 19013/20000 [22:45:14<1:29:01, 5.41s/it] 95%|█████████▌| 19014/20000 [22:45:19<1:30:46, 5.52s/it] 95%|█████████▌| 19015/20000 [22:45:25<1:29:22, 5.44s/it] 95%|█████████▌| 19016/20000 [22:45:29<1:25:38, 5.22s/it] 95%|█████████▌| 19017/20000 [22:45:34<1:22:05, 5.01s/it] 95%|█████████▌| 19018/20000 [22:45:38<1:17:40, 4.75s/it] 95%|█████████▌| 19019/20000 [22:45:42<1:14:07, 4.53s/it] 95%|█████████▌| 19020/20000 [22:45:46<1:10:48, 4.34s/it] 95%|█████████▌| 19021/20000 [22:45:50<1:07:57, 4.16s/it] 95%|█████████▌| 19022/20000 [22:45:53<1:05:19, 4.01s/it] 95%|█████████▌| 19023/20000 [22:45:57<1:02:44, 3.85s/it] 95%|█████████▌| 19024/20000 [22:46:00<1:00:37, 3.73s/it] 95%|█████████▌| 19025/20000 [22:46:04<58:42, 3.61s/it] 95%|█████████▌| 19026/20000 [22:46:07<56:32, 3.48s/it] 95%|█████████▌| 19027/20000 [22:46:10<53:40, 3.31s/it] 95%|█████████▌| 19028/20000 [22:46:13<51:09, 3.16s/it] 95%|█████████▌| 19029/20000 [22:46:15<47:45, 2.95s/it] 95%|█████████▌| 19030/20000 [22:46:17<41:59, 2.60s/it] 95%|█████████▌| 19031/20000 [22:46:23<58:12, 3.60s/it] 95%|█████████▌| 19032/20000 [22:46:26<54:20, 3.37s/it] 95%|█████████▌| 19033/20000 [22:46:35<1:23:05, 5.16s/it] 95%|█████████▌| 19034/20000 [22:46:41<1:27:43, 5.45s/it] 95%|█████████▌| 19035/20000 [22:46:46<1:27:17, 5.43s/it] 95%|█████████▌| 19036/20000 [22:46:51<1:24:54, 5.28s/it] 95%|█████████▌| 19037/20000 [22:46:56<1:21:54, 5.10s/it] 95%|█████████▌| 19038/20000 [22:47:01<1:18:47, 4.91s/it] 95%|█████████▌| 19039/20000 [22:47:05<1:15:06, 4.69s/it] 95%|█████████▌| 19040/20000 [22:47:09<1:12:05, 4.51s/it] 95%|█████████▌| 19041/20000 [22:47:13<1:09:09, 4.33s/it] 95%|█████████▌| 19042/20000 [22:47:16<1:06:23, 4.16s/it] 95%|█████████▌| 19043/20000 [22:47:20<1:03:48, 4.00s/it] 95%|█████████▌| 19044/20000 [22:47:24<1:01:45, 3.88s/it] 95%|█████████▌| 19045/20000 [22:47:27<59:57, 3.77s/it] 95%|█████████▌| 19046/20000 [22:47:30<57:21, 3.61s/it] 95%|█████████▌| 19047/20000 [22:47:34<55:02, 3.47s/it] 95%|█████████▌| 19048/20000 [22:47:37<52:42, 3.32s/it] 95%|█████████▌| 19049/20000 [22:47:39<50:46, 3.20s/it] 95%|█████████▌| 19050/20000 [22:47:42<47:57, 3.03s/it] 95%|█████████▌| 19051/20000 [22:47:44<43:00, 2.72s/it] 95%|█████████▌| 19052/20000 [22:47:53<1:12:28, 4.59s/it] 95%|█████████▌| 19053/20000 [22:48:00<1:21:27, 5.16s/it] 95%|█████████▌| 19054/20000 [22:48:05<1:24:08, 5.34s/it] 95%|█████████▌| 19055/20000 [22:48:11<1:24:06, 5.34s/it] 95%|█████████▌| 19056/20000 [22:48:16<1:22:40, 5.25s/it] 95%|█████████▌| 19057/20000 [22:48:20<1:20:13, 5.10s/it] 95%|█████████▌| 19058/20000 [22:48:25<1:17:14, 4.92s/it] 95%|█████████▌| 19059/20000 [22:48:29<1:13:52, 4.71s/it] 95%|█████████▌| 19060/20000 [22:48:33<1:10:51, 4.52s/it] 95%|█████████▌| 19061/20000 [22:48:37<1:08:03, 4.35s/it] 95%|█████████▌| 19062/20000 [22:48:41<1:05:19, 4.18s/it] 95%|█████████▌| 19063/20000 [22:48:45<1:02:55, 4.03s/it] 95%|█████████▌| 19064/20000 [22:48:48<1:00:19, 3.87s/it] 95%|█████████▌| 19065/20000 [22:48:51<57:45, 3.71s/it] 95%|█████████▌| 19066/20000 [22:48:55<54:56, 3.53s/it] 95%|█████████▌| 19067/20000 [22:48:57<52:08, 3.35s/it] 95%|█████████▌| 19068/20000 [22:49:00<49:15, 3.17s/it] 95%|█████████▌| 19069/20000 [22:49:03<45:47, 2.95s/it] 95%|█████████▌| 19070/20000 [22:49:05<40:55, 2.64s/it] 95%|█████████▌| 19071/20000 [22:49:13<1:08:02, 4.39s/it] 95%|█████████▌| 19072/20000 [22:49:19<1:16:09, 4.92s/it] 95%|█████████▌| 19073/20000 [22:49:25<1:19:00, 5.11s/it] 95%|█████████▌| 19074/20000 [22:49:30<1:18:41, 5.10s/it] 95%|█████████▌| 19075/20000 [22:49:35<1:16:49, 4.98s/it] 95%|█████████▌| 19076/20000 [22:49:39<1:14:33, 4.84s/it] 95%|█████████▌| 19077/20000 [22:49:43<1:11:41, 4.66s/it] 95%|█████████▌| 19078/20000 [22:49:47<1:08:54, 4.48s/it] 95%|█████████▌| 19079/20000 [22:49:51<1:06:28, 4.33s/it] 95%|█████████▌| 19080/20000 [22:49:55<1:04:18, 4.19s/it] 95%|█████████▌| 19081/20000 [22:49:59<1:02:18, 4.07s/it] 95%|█████████▌| 19082/20000 [22:50:03<1:00:07, 3.93s/it] 95%|█████████▌| 19083/20000 [22:50:06<57:41, 3.77s/it] 95%|█████████▌| 19084/20000 [22:50:09<55:20, 3.63s/it] 95%|█████████▌| 19085/20000 [22:50:12<52:58, 3.47s/it] 95%|█████████▌| 19086/20000 [22:50:15<50:29, 3.32s/it] 95%|█████████▌| 19087/20000 [22:50:18<47:48, 3.14s/it] 95%|█████████▌| 19088/20000 [22:50:21<45:05, 2.97s/it] 95%|█████████▌| 19089/20000 [22:50:23<40:04, 2.64s/it] 95%|█████████▌| 19090/20000 [22:50:31<1:07:57, 4.48s/it] 95%|█████████▌| 19091/20000 [22:50:37<1:15:09, 4.96s/it] 95%|█████████▌| 19092/20000 [22:50:43<1:18:00, 5.16s/it] 95%|█████████▌| 19093/20000 [22:50:48<1:18:17, 5.18s/it] 95%|█████████▌| 19094/20000 [22:50:53<1:17:00, 5.10s/it] 95%|█████████▌| 19095/20000 [22:50:58<1:14:59, 4.97s/it] 95%|█████████▌| 19096/20000 [22:51:02<1:12:35, 4.82s/it] 95%|█████████▌| 19097/20000 [22:51:07<1:09:45, 4.64s/it] 95%|█████████▌| 19098/20000 [22:51:11<1:07:15, 4.47s/it] 95%|█████████▌| 19099/20000 [22:51:14<1:04:25, 4.29s/it] 96%|█████████▌| 19100/20000 [22:51:18<1:02:16, 4.15s/it] 96%|█████████▌| 19101/20000 [22:51:22<59:49, 3.99s/it] 96%|█████████▌| 19102/20000 [22:51:25<57:29, 3.84s/it] 96%|█████████▌| 19103/20000 [22:51:29<54:55, 3.67s/it] 96%|█████████▌| 19104/20000 [22:51:32<52:21, 3.51s/it] 96%|█████████▌| 19105/20000 [22:51:35<50:07, 3.36s/it] 96%|█████████▌| 19106/20000 [22:51:38<47:27, 3.19s/it] 96%|█████████▌| 19107/20000 [22:51:40<44:37, 3.00s/it] 96%|█████████▌| 19108/20000 [22:51:42<39:41, 2.67s/it] 96%|█████████▌| 19109/20000 [22:51:48<53:33, 3.61s/it] 96%|█████████▌| 19110/20000 [22:51:51<50:56, 3.43s/it] 96%|█████████▌| 19111/20000 [22:52:01<1:21:27, 5.50s/it] 96%|█████████▌| 19112/20000 [22:52:07<1:24:21, 5.70s/it] 96%|█████████▌| 19113/20000 [22:52:13<1:23:59, 5.68s/it] 96%|█████████▌| 19114/20000 [22:52:18<1:21:35, 5.53s/it] 96%|█████████▌| 19115/20000 [22:52:23<1:18:45, 5.34s/it] 96%|█████████▌| 19116/20000 [22:52:28<1:15:42, 5.14s/it] 96%|█████████▌| 19117/20000 [22:52:32<1:12:09, 4.90s/it] 96%|█████████▌| 19118/20000 [22:52:36<1:08:53, 4.69s/it] 96%|█████████▌| 19119/20000 [22:52:40<1:06:16, 4.51s/it] 96%|█████████▌| 19120/20000 [22:52:44<1:03:35, 4.34s/it] 96%|█████████▌| 19121/20000 [22:52:48<1:00:56, 4.16s/it] 96%|█████████▌| 19122/20000 [22:52:52<58:11, 3.98s/it] 96%|█████████▌| 19123/20000 [22:52:55<56:24, 3.86s/it] 96%|█████████▌| 19124/20000 [22:52:59<54:57, 3.76s/it] 96%|█████████▌| 19125/20000 [22:53:02<52:41, 3.61s/it] 96%|█████████▌| 19126/20000 [22:53:05<50:03, 3.44s/it] 96%|█████████▌| 19127/20000 [22:53:08<48:02, 3.30s/it] 96%|█████████▌| 19128/20000 [22:53:11<44:52, 3.09s/it] 96%|█████████▌| 19129/20000 [22:53:13<39:40, 2.73s/it] 96%|█████████▌| 19130/20000 [22:53:21<1:06:06, 4.56s/it] 96%|█████████▌| 19131/20000 [22:53:28<1:15:10, 5.19s/it] 96%|█████████▌| 19132/20000 [22:53:34<1:16:46, 5.31s/it] 96%|█████████▌| 19133/20000 [22:53:39<1:16:20, 5.28s/it] 96%|█████████▌| 19134/20000 [22:53:44<1:14:35, 5.17s/it] 96%|█████████▌| 19135/20000 [22:53:49<1:13:05, 5.07s/it] 96%|█████████▌| 19136/20000 [22:53:53<1:09:54, 4.85s/it] 96%|█████████▌| 19137/20000 [22:53:57<1:07:23, 4.69s/it] 96%|█████████▌| 19138/20000 [22:54:01<1:05:30, 4.56s/it] 96%|█████████▌| 19139/20000 [22:54:06<1:03:19, 4.41s/it] 96%|█████████▌| 19140/20000 [22:54:09<1:01:08, 4.27s/it] 96%|█████████▌| 19141/20000 [22:54:13<58:48, 4.11s/it] 96%|█████████▌| 19142/20000 [22:54:17<56:46, 3.97s/it] 96%|█████████▌| 19143/20000 [22:54:20<54:54, 3.84s/it] 96%|█████████▌| 19144/20000 [22:54:24<52:44, 3.70s/it] 96%|█████████▌| 19145/20000 [22:54:27<50:16, 3.53s/it] 96%|█████████▌| 19146/20000 [22:54:30<47:35, 3.34s/it] 96%|█████████▌| 19147/20000 [22:54:32<44:21, 3.12s/it] 96%|█████████▌| 19148/20000 [22:54:34<39:28, 2.78s/it] 96%|█████████▌| 19149/20000 [22:54:44<1:07:29, 4.76s/it] 96%|█████████▌| 19150/20000 [22:54:50<1:15:00, 5.29s/it] 96%|█████████▌| 19151/20000 [22:54:56<1:17:05, 5.45s/it] 96%|█████████▌| 19152/20000 [22:55:01<1:15:37, 5.35s/it] 96%|█████████▌| 19153/20000 [22:55:06<1:13:50, 5.23s/it] 96%|█████████▌| 19154/20000 [22:55:11<1:11:06, 5.04s/it] 96%|█████████▌| 19155/20000 [22:55:15<1:08:27, 4.86s/it] 96%|█████████▌| 19156/20000 [22:55:20<1:06:44, 4.74s/it] 96%|█████████▌| 19157/20000 [22:55:24<1:03:56, 4.55s/it] 96%|█████████▌| 19158/20000 [22:55:28<1:01:18, 4.37s/it] 96%|█████████▌| 19159/20000 [22:55:32<58:45, 4.19s/it] 96%|█████████▌| 19160/20000 [22:55:35<56:30, 4.04s/it] 96%|█████████▌| 19161/20000 [22:55:39<55:20, 3.96s/it] 96%|█████████▌| 19162/20000 [22:55:42<53:22, 3.82s/it] 96%|█████████▌| 19163/20000 [22:55:46<50:56, 3.65s/it] 96%|█████████▌| 19164/20000 [22:55:49<48:28, 3.48s/it] 96%|█████████▌| 19165/20000 [22:55:52<46:08, 3.32s/it] 96%|█████████▌| 19166/20000 [22:55:54<42:56, 3.09s/it] 96%|█████████▌| 19167/20000 [22:55:56<38:37, 2.78s/it] 96%|█████████▌| 19168/20000 [22:56:06<1:05:15, 4.71s/it] 96%|█████████▌| 19169/20000 [22:56:12<1:13:25, 5.30s/it] 96%|█████████▌| 19170/20000 [22:56:18<1:15:38, 5.47s/it] 96%|█████████▌| 19171/20000 [22:56:23<1:14:19, 5.38s/it] 96%|█████████▌| 19172/20000 [22:56:28<1:13:06, 5.30s/it] 96%|█████████▌| 19173/20000 [22:56:33<1:10:28, 5.11s/it] 96%|█████████▌| 19174/20000 [22:56:37<1:07:32, 4.91s/it] 96%|█████████▌| 19175/20000 [22:56:42<1:04:00, 4.66s/it] 96%|█████████▌| 19176/20000 [22:56:46<1:01:15, 4.46s/it] 96%|█████████▌| 19177/20000 [22:56:49<58:34, 4.27s/it] 96%|█████████▌| 19178/20000 [22:56:53<55:56, 4.08s/it] 96%|█████████▌| 19179/20000 [22:56:57<53:53, 3.94s/it] 96%|█████████▌| 19180/20000 [22:57:00<51:36, 3.78s/it] 96%|█████████▌| 19181/20000 [22:57:03<49:30, 3.63s/it] 96%|█████████▌| 19182/20000 [22:57:06<47:22, 3.48s/it] 96%|█████████▌| 19183/20000 [22:57:09<45:10, 3.32s/it] 96%|█████████▌| 19184/20000 [22:57:12<42:53, 3.15s/it] 96%|█████████▌| 19185/20000 [22:57:15<40:14, 2.96s/it] 96%|█████████▌| 19186/20000 [22:57:17<35:44, 2.63s/it] 96%|█████████▌| 19187/20000 [22:57:22<48:35, 3.59s/it] 96%|█████████▌| 19188/20000 [22:57:25<46:02, 3.40s/it] 96%|█████████▌| 19189/20000 [22:57:35<1:11:00, 5.25s/it] 96%|█████████▌| 19190/20000 [22:57:41<1:14:31, 5.52s/it] 96%|█████████▌| 19191/20000 [22:57:47<1:14:38, 5.54s/it] 96%|█████████▌| 19192/20000 [22:57:52<1:12:57, 5.42s/it] 96%|█████████▌| 19193/20000 [22:57:57<1:10:31, 5.24s/it] 96%|█████████▌| 19194/20000 [22:58:01<1:08:05, 5.07s/it] 96%|█████████▌| 19195/20000 [22:58:06<1:04:56, 4.84s/it] 96%|█████████▌| 19196/20000 [22:58:10<1:02:05, 4.63s/it] 96%|█████████▌| 19197/20000 [22:58:14<59:53, 4.47s/it] 96%|█████████▌| 19198/20000 [22:58:18<57:28, 4.30s/it] 96%|█████████▌| 19199/20000 [22:58:21<54:47, 4.10s/it] 96%|█████████▌| 19200/20000 [22:58:25<52:35, 3.94s/it] 96%|█████████▌| 19201/20000 [22:58:28<50:35, 3.80s/it] 96%|█████████▌| 19202/20000 [22:58:32<48:50, 3.67s/it] 96%|█████████▌| 19203/20000 [22:58:35<46:41, 3.52s/it] 96%|█████████▌| 19204/20000 [22:58:38<44:22, 3.34s/it] 96%|█████████▌| 19205/20000 [22:58:41<42:04, 3.18s/it] 96%|█████████▌| 19206/20000 [22:58:43<39:31, 2.99s/it] 96%|█████████▌| 19207/20000 [22:58:45<35:11, 2.66s/it] 96%|█████████▌| 19208/20000 [22:58:54<59:36, 4.52s/it] 96%|█████████▌| 19209/20000 [22:59:00<1:06:46, 5.07s/it] 96%|█████████▌| 19210/20000 [22:59:06<1:08:31, 5.20s/it] 96%|█████████▌| 19211/20000 [22:59:11<1:07:40, 5.15s/it] 96%|█████████▌| 19212/20000 [22:59:16<1:06:26, 5.06s/it] 96%|█████████▌| 19213/20000 [22:59:20<1:04:15, 4.90s/it] 96%|█████████▌| 19214/20000 [22:59:24<1:01:48, 4.72s/it] 96%|█████████▌| 19215/20000 [22:59:29<59:39, 4.56s/it] 96%|█████████▌| 19216/20000 [22:59:33<57:32, 4.40s/it] 96%|█████████▌| 19217/20000 [22:59:37<55:37, 4.26s/it] 96%|█████████▌| 19218/20000 [22:59:40<53:17, 4.09s/it] 96%|█████████▌| 19219/20000 [22:59:44<51:08, 3.93s/it] 96%|█████████▌| 19220/20000 [22:59:47<49:32, 3.81s/it] 96%|█████████▌| 19221/20000 [22:59:51<47:56, 3.69s/it] 96%|█████████▌| 19222/20000 [22:59:54<45:52, 3.54s/it] 96%|█████████▌| 19223/20000 [22:59:57<43:37, 3.37s/it] 96%|█████████▌| 19224/20000 [23:00:00<41:16, 3.19s/it] 96%|█████████▌| 19225/20000 [23:00:02<38:41, 3.00s/it] 96%|█████████▌| 19226/20000 [23:00:04<34:24, 2.67s/it] 96%|█████████▌| 19227/20000 [23:00:13<56:45, 4.41s/it] 96%|█████████▌| 19228/20000 [23:00:19<1:03:53, 4.97s/it] 96%|█████████▌| 19229/20000 [23:00:24<1:05:53, 5.13s/it] 96%|█████████▌| 19230/20000 [23:00:29<1:05:28, 5.10s/it] 96%|█████████▌| 19231/20000 [23:00:34<1:04:12, 5.01s/it] 96%|█████████▌| 19232/20000 [23:00:39<1:02:25, 4.88s/it] 96%|█████████▌| 19233/20000 [23:00:43<59:58, 4.69s/it] 96%|█████████▌| 19234/20000 [23:00:47<57:43, 4.52s/it] 96%|█████████▌| 19235/20000 [23:00:51<55:29, 4.35s/it] 96%|█████████▌| 19236/20000 [23:00:55<53:15, 4.18s/it] 96%|█████████▌| 19237/20000 [23:00:59<51:06, 4.02s/it] 96%|█████████▌| 19238/20000 [23:01:02<48:58, 3.86s/it] 96%|█████████▌| 19239/20000 [23:01:05<47:01, 3.71s/it] 96%|█████████▌| 19240/20000 [23:01:09<45:18, 3.58s/it] 96%|█████████▌| 19241/20000 [23:01:12<43:20, 3.43s/it] 96%|█████████▌| 19242/20000 [23:01:15<41:20, 3.27s/it] 96%|█████████▌| 19243/20000 [23:01:17<39:16, 3.11s/it] 96%|█████████▌| 19244/20000 [23:01:20<36:43, 2.92s/it] 96%|█████████▌| 19245/20000 [23:01:22<33:03, 2.63s/it] 96%|█████████▌| 19246/20000 [23:01:31<56:44, 4.52s/it] 96%|█████████▌| 19247/20000 [23:01:38<1:05:01, 5.18s/it] 96%|█████████▌| 19248/20000 [23:01:43<1:07:46, 5.41s/it] 96%|█████████▌| 19249/20000 [23:01:49<1:06:53, 5.34s/it] 96%|█████████▋| 19250/20000 [23:01:54<1:05:41, 5.25s/it] 96%|█████████▋| 19251/20000 [23:01:59<1:03:58, 5.12s/it] 96%|█████████▋| 19252/20000 [23:02:03<1:01:43, 4.95s/it] 96%|█████████▋| 19253/20000 [23:02:07<59:32, 4.78s/it] 96%|█████████▋| 19254/20000 [23:02:12<57:28, 4.62s/it] 96%|█████████▋| 19255/20000 [23:02:16<55:18, 4.45s/it] 96%|█████████▋| 19256/20000 [23:02:20<52:42, 4.25s/it] 96%|█████████▋| 19257/20000 [23:02:23<50:45, 4.10s/it] 96%|█████████▋| 19258/20000 [23:02:27<49:03, 3.97s/it] 96%|█████████▋| 19259/20000 [23:02:30<47:15, 3.83s/it] 96%|█████████▋| 19260/20000 [23:02:34<45:14, 3.67s/it] 96%|█████████▋| 19261/20000 [23:02:37<43:08, 3.50s/it] 96%|█████████▋| 19262/20000 [23:02:40<40:39, 3.31s/it] 96%|█████████▋| 19263/20000 [23:02:42<37:42, 3.07s/it] 96%|█████████▋| 19264/20000 [23:02:44<33:44, 2.75s/it] 96%|█████████▋| 19265/20000 [23:02:50<43:23, 3.54s/it] 96%|█████████▋| 19266/20000 [23:02:52<40:33, 3.32s/it] 96%|█████████▋| 19267/20000 [23:03:02<1:03:54, 5.23s/it] 96%|█████████▋| 19268/20000 [23:03:08<1:07:48, 5.56s/it] 96%|█████████▋| 19269/20000 [23:03:14<1:07:49, 5.57s/it] 96%|█████████▋| 19270/20000 [23:03:19<1:06:08, 5.44s/it] 96%|█████████▋| 19271/20000 [23:03:24<1:04:00, 5.27s/it] 96%|█████████▋| 19272/20000 [23:03:29<1:01:26, 5.06s/it] 96%|█████████▋| 19273/20000 [23:03:33<58:28, 4.83s/it] 96%|█████████▋| 19274/20000 [23:03:37<55:46, 4.61s/it] 96%|█████████▋| 19275/20000 [23:03:41<53:34, 4.43s/it] 96%|█████████▋| 19276/20000 [23:03:45<51:32, 4.27s/it] 96%|█████████▋| 19277/20000 [23:03:49<49:55, 4.14s/it] 96%|█████████▋| 19278/20000 [23:03:52<48:12, 4.01s/it] 96%|█████████▋| 19279/20000 [23:03:56<46:22, 3.86s/it] 96%|█████████▋| 19280/20000 [23:03:59<44:29, 3.71s/it] 96%|█████████▋| 19281/20000 [23:04:02<42:20, 3.53s/it] 96%|█████████▋| 19282/20000 [23:04:05<40:17, 3.37s/it] 96%|█████████▋| 19283/20000 [23:04:08<38:15, 3.20s/it] 96%|█████████▋| 19284/20000 [23:04:11<35:46, 3.00s/it] 96%|█████████▋| 19285/20000 [23:04:13<32:05, 2.69s/it] 96%|█████████▋| 19286/20000 [23:04:22<55:35, 4.67s/it] 96%|█████████▋| 19287/20000 [23:04:28<1:01:28, 5.17s/it] 96%|█████████▋| 19288/20000 [23:04:34<1:02:17, 5.25s/it] 96%|█████████▋| 19289/20000 [23:04:39<1:02:14, 5.25s/it] 96%|█████████▋| 19290/20000 [23:04:44<1:00:36, 5.12s/it] 96%|█████████▋| 19291/20000 [23:04:49<59:02, 5.00s/it] 96%|█████████▋| 19292/20000 [23:04:53<56:54, 4.82s/it] 96%|█████████▋| 19293/20000 [23:04:57<54:35, 4.63s/it] 96%|█████████▋| 19294/20000 [23:05:01<52:53, 4.50s/it] 96%|█████████▋| 19295/20000 [23:05:05<50:51, 4.33s/it] 96%|█████████▋| 19296/20000 [23:05:09<48:34, 4.14s/it] 96%|█████████▋| 19297/20000 [23:05:13<46:44, 3.99s/it] 96%|█████████▋| 19298/20000 [23:05:16<45:06, 3.86s/it] 96%|█████████▋| 19299/20000 [23:05:19<43:11, 3.70s/it] 96%|█████████▋| 19300/20000 [23:05:23<41:47, 3.58s/it] 97%|█████████▋| 19301/20000 [23:05:26<40:02, 3.44s/it] 97%|█████████▋| 19302/20000 [23:05:29<37:45, 3.25s/it] 97%|█████████▋| 19303/20000 [23:05:31<35:05, 3.02s/it] 97%|█████████▋| 19304/20000 [23:05:33<31:02, 2.68s/it] 97%|█████████▋| 19305/20000 [23:05:42<51:11, 4.42s/it] 97%|█████████▋| 19306/20000 [23:05:48<57:52, 5.00s/it] 97%|█████████▋| 19307/20000 [23:05:53<59:29, 5.15s/it] 97%|█████████▋| 19308/20000 [23:05:59<1:00:02, 5.21s/it] 97%|█████████▋| 19309/20000 [23:06:04<59:37, 5.18s/it] 97%|█████████▋| 19310/20000 [23:06:08<57:20, 4.99s/it] 97%|█████████▋| 19311/20000 [23:06:13<55:29, 4.83s/it] 97%|█████████▋| 19312/20000 [23:06:17<53:09, 4.64s/it] 97%|█████████▋| 19313/20000 [23:06:21<50:51, 4.44s/it] 97%|█████████▋| 19314/20000 [23:06:25<48:49, 4.27s/it] 97%|█████████▋| 19315/20000 [23:06:29<46:59, 4.12s/it] 97%|█████████▋| 19316/20000 [23:06:32<45:12, 3.96s/it] 97%|█████████▋| 19317/20000 [23:06:36<43:27, 3.82s/it] 97%|█████████▋| 19318/20000 [23:06:39<41:49, 3.68s/it] 97%|█████████▋| 19319/20000 [23:06:42<40:00, 3.53s/it] 97%|█████████▋| 19320/20000 [23:06:45<38:35, 3.40s/it] 97%|█████████▋| 19321/20000 [23:06:48<36:24, 3.22s/it] 97%|█████████▋| 19322/20000 [23:06:51<34:02, 3.01s/it] 97%|█████████▋| 19323/20000 [23:06:53<30:18, 2.69s/it] 97%|█████████▋| 19324/20000 [23:07:02<51:29, 4.57s/it] 97%|█████████▋| 19325/20000 [23:07:08<57:01, 5.07s/it] 97%|█████████▋| 19326/20000 [23:07:13<58:36, 5.22s/it] 97%|█████████▋| 19327/20000 [23:07:18<58:03, 5.18s/it] 97%|█████████▋| 19328/20000 [23:07:23<56:40, 5.06s/it] 97%|█████████▋| 19329/20000 [23:07:28<55:26, 4.96s/it] 97%|█████████▋| 19330/20000 [23:07:32<53:28, 4.79s/it] 97%|█████████▋| 19331/20000 [23:07:37<51:50, 4.65s/it] 97%|█████████▋| 19332/20000 [23:07:41<49:34, 4.45s/it] 97%|█████████▋| 19333/20000 [23:07:45<47:32, 4.28s/it] 97%|█████████▋| 19334/20000 [23:07:48<45:46, 4.12s/it] 97%|█████████▋| 19335/20000 [23:07:52<44:03, 3.98s/it] 97%|█████████▋| 19336/20000 [23:07:55<42:14, 3.82s/it] 97%|█████████▋| 19337/20000 [23:07:59<41:00, 3.71s/it] 97%|█████████▋| 19338/20000 [23:08:02<39:34, 3.59s/it] 97%|█████████▋| 19339/20000 [23:08:05<38:01, 3.45s/it] 97%|█████████▋| 19340/20000 [23:08:08<36:04, 3.28s/it] 97%|█████████▋| 19341/20000 [23:08:11<33:22, 3.04s/it] 97%|█████████▋| 19342/20000 [23:08:13<29:20, 2.68s/it] 97%|█████████▋| 19343/20000 [23:08:18<39:47, 3.63s/it] 97%|█████████▋| 19344/20000 [23:08:21<37:32, 3.43s/it] 97%|█████████▋| 19345/20000 [23:08:31<58:51, 5.39s/it] 97%|█████████▋| 19346/20000 [23:08:38<1:01:56, 5.68s/it] 97%|█████████▋| 19347/20000 [23:08:43<1:01:26, 5.65s/it] 97%|█████████▋| 19348/20000 [23:08:48<59:52, 5.51s/it] 97%|█████████▋| 19349/20000 [23:08:53<58:04, 5.35s/it] 97%|█████████▋| 19350/20000 [23:08:58<56:03, 5.17s/it] 97%|█████████▋| 19351/20000 [23:09:02<52:48, 4.88s/it] 97%|█████████▋| 19352/20000 [23:09:06<50:01, 4.63s/it] 97%|█████████▋| 19353/20000 [23:09:10<47:57, 4.45s/it] 97%|█████████▋| 19354/20000 [23:09:14<46:19, 4.30s/it] 97%|█████████▋| 19355/20000 [23:09:18<45:11, 4.20s/it] 97%|█████████▋| 19356/20000 [23:09:22<44:03, 4.11s/it] 97%|█████████▋| 19357/20000 [23:09:26<41:57, 3.92s/it] 97%|█████████▋| 19358/20000 [23:09:29<40:28, 3.78s/it] 97%|█████████▋| 19359/20000 [23:09:33<39:39, 3.71s/it] 97%|█████████▋| 19360/20000 [23:09:36<37:37, 3.53s/it] 97%|█████████▋| 19361/20000 [23:09:39<35:21, 3.32s/it] 97%|█████████▋| 19362/20000 [23:09:41<33:31, 3.15s/it] 97%|█████████▋| 19363/20000 [23:09:43<29:44, 2.80s/it] 97%|█████████▋| 19364/20000 [23:09:53<50:13, 4.74s/it] 97%|█████████▋| 19365/20000 [23:09:59<55:12, 5.22s/it] 97%|█████████▋| 19366/20000 [23:10:05<56:59, 5.39s/it] 97%|█████████▋| 19367/20000 [23:10:10<56:21, 5.34s/it] 97%|█████████▋| 19368/20000 [23:10:15<55:00, 5.22s/it] 97%|█████████▋| 19369/20000 [23:10:20<53:35, 5.10s/it] 97%|█████████▋| 19370/20000 [23:10:24<51:55, 4.94s/it] 97%|█████████▋| 19371/20000 [23:10:29<50:10, 4.79s/it] 97%|█████████▋| 19372/20000 [23:10:33<48:50, 4.67s/it] 97%|█████████▋| 19373/20000 [23:10:37<47:22, 4.53s/it] 97%|█████████▋| 19374/20000 [23:10:41<45:37, 4.37s/it] 97%|█████████▋| 19375/20000 [23:10:45<43:53, 4.21s/it] 97%|█████████▋| 19376/20000 [23:10:49<42:19, 4.07s/it] 97%|█████████▋| 19377/20000 [23:10:53<41:25, 3.99s/it] 97%|█████████▋| 19378/20000 [23:10:56<38:58, 3.76s/it] 97%|█████████▋| 19379/20000 [23:10:59<36:39, 3.54s/it] 97%|█████████▋| 19380/20000 [23:11:02<35:11, 3.41s/it] 97%|█████████▋| 19381/20000 [23:11:05<32:40, 3.17s/it] 97%|█████████▋| 19382/20000 [23:11:07<29:23, 2.85s/it] 97%|█████████▋| 19383/20000 [23:11:16<48:05, 4.68s/it] 97%|█████████▋| 19384/20000 [23:11:23<54:22, 5.30s/it] 97%|█████████▋| 19385/20000 [23:11:28<55:57, 5.46s/it] 97%|█████████▋| 19386/20000 [23:11:34<55:55, 5.47s/it] 97%|█████████▋| 19387/20000 [23:11:39<54:46, 5.36s/it] 97%|█████████▋| 19388/20000 [23:11:44<52:49, 5.18s/it] 97%|█████████▋| 19389/20000 [23:11:48<51:26, 5.05s/it] 97%|█████████▋| 19390/20000 [23:11:53<49:44, 4.89s/it] 97%|█████████▋| 19391/20000 [23:11:57<47:13, 4.65s/it] 97%|█████████▋| 19392/20000 [23:12:01<45:51, 4.53s/it] 97%|█████████▋| 19393/20000 [23:12:05<44:43, 4.42s/it] 97%|█████████▋| 19394/20000 [23:12:09<43:16, 4.29s/it] 97%|█████████▋| 19395/20000 [23:12:13<41:23, 4.11s/it] 97%|█████████▋| 19396/20000 [23:12:17<39:35, 3.93s/it] 97%|█████████▋| 19397/20000 [23:12:20<37:57, 3.78s/it] 97%|█████████▋| 19398/20000 [23:12:23<36:07, 3.60s/it] 97%|█████████▋| 19399/20000 [23:12:26<34:15, 3.42s/it] 97%|█████████▋| 19400/20000 [23:12:29<31:38, 3.16s/it] 97%|█████████▋| 19401/20000 [23:12:31<28:09, 2.82s/it] 97%|█████████▋| 19402/20000 [23:12:40<47:56, 4.81s/it] 97%|█████████▋| 19403/20000 [23:12:47<52:36, 5.29s/it] 97%|█████████▋| 19404/20000 [23:12:52<53:22, 5.37s/it] 97%|█████████▋| 19405/20000 [23:12:57<52:22, 5.28s/it] 97%|█████████▋| 19406/20000 [23:13:02<50:56, 5.15s/it] 97%|█████████▋| 19407/20000 [23:13:07<48:57, 4.95s/it] 97%|█████████▋| 19408/20000 [23:13:11<46:44, 4.74s/it] 97%|█████████▋| 19409/20000 [23:13:15<44:54, 4.56s/it] 97%|█████████▋| 19410/20000 [23:13:19<43:21, 4.41s/it] 97%|█████████▋| 19411/20000 [23:13:23<41:55, 4.27s/it] 97%|█████████▋| 19412/20000 [23:13:27<40:32, 4.14s/it] 97%|█████████▋| 19413/20000 [23:13:31<39:00, 3.99s/it] 97%|█████████▋| 19414/20000 [23:13:34<37:56, 3.89s/it] 97%|█████████▋| 19415/20000 [23:13:38<36:34, 3.75s/it] 97%|█████████▋| 19416/20000 [23:13:41<35:00, 3.60s/it] 97%|█████████▋| 19417/20000 [23:13:44<33:15, 3.42s/it] 97%|█████████▋| 19418/20000 [23:13:47<31:25, 3.24s/it] 97%|█████████▋| 19419/20000 [23:13:49<29:18, 3.03s/it] 97%|█████████▋| 19420/20000 [23:13:51<25:57, 2.69s/it] 97%|█████████▋| 19421/20000 [23:13:56<32:55, 3.41s/it] 97%|█████████▋| 19422/20000 [23:13:59<31:12, 3.24s/it] 97%|█████████▋| 19423/20000 [23:14:09<49:59, 5.20s/it] 97%|█████████▋| 19424/20000 [23:14:15<53:06, 5.53s/it] 97%|█████████▋| 19425/20000 [23:14:21<53:22, 5.57s/it] 97%|█████████▋| 19426/20000 [23:14:26<52:03, 5.44s/it] 97%|█████████▋| 19427/20000 [23:14:31<50:29, 5.29s/it] 97%|█████████▋| 19428/20000 [23:14:36<48:37, 5.10s/it] 97%|█████████▋| 19429/20000 [23:14:40<46:23, 4.88s/it] 97%|█████████▋| 19430/20000 [23:14:44<44:21, 4.67s/it] 97%|█████████▋| 19431/20000 [23:14:48<42:29, 4.48s/it] 97%|█████████▋| 19432/20000 [23:14:52<40:50, 4.31s/it] 97%|█████████▋| 19433/20000 [23:14:56<39:11, 4.15s/it] 97%|█████████▋| 19434/20000 [23:14:59<37:36, 3.99s/it] 97%|█████████▋| 19435/20000 [23:15:03<36:02, 3.83s/it] 97%|█████████▋| 19436/20000 [23:15:06<34:47, 3.70s/it] 97%|█████████▋| 19437/20000 [23:15:09<33:23, 3.56s/it] 97%|█████████▋| 19438/20000 [23:15:13<31:51, 3.40s/it] 97%|█████████▋| 19439/20000 [23:15:15<30:13, 3.23s/it] 97%|█████████▋| 19440/20000 [23:15:18<28:08, 3.02s/it] 97%|█████████▋| 19441/20000 [23:15:20<24:41, 2.65s/it] 97%|█████████▋| 19442/20000 [23:15:28<40:56, 4.40s/it] 97%|█████████▋| 19443/20000 [23:15:34<45:47, 4.93s/it] 97%|█████████▋| 19444/20000 [23:15:40<47:24, 5.12s/it] 97%|█████████▋| 19445/20000 [23:15:45<47:17, 5.11s/it] 97%|█████████▋| 19446/20000 [23:15:50<46:35, 5.05s/it] 97%|█████████▋| 19447/20000 [23:15:54<45:13, 4.91s/it] 97%|█████████▋| 19448/20000 [23:15:59<43:39, 4.74s/it] 97%|█████████▋| 19449/20000 [23:16:03<41:50, 4.56s/it] 97%|█████████▋| 19450/20000 [23:16:07<40:14, 4.39s/it] 97%|█████████▋| 19451/20000 [23:16:11<38:47, 4.24s/it] 97%|█████████▋| 19452/20000 [23:16:15<37:14, 4.08s/it] 97%|█████████▋| 19453/20000 [23:16:18<35:49, 3.93s/it] 97%|█████████▋| 19454/20000 [23:16:22<34:32, 3.80s/it] 97%|█████████▋| 19455/20000 [23:16:25<33:08, 3.65s/it] 97%|█████████▋| 19456/20000 [23:16:28<31:41, 3.50s/it] 97%|█████████▋| 19457/20000 [23:16:31<30:16, 3.35s/it] 97%|█████████▋| 19458/20000 [23:16:34<28:39, 3.17s/it] 97%|█████████▋| 19459/20000 [23:16:36<26:47, 2.97s/it] 97%|█████████▋| 19460/20000 [23:16:38<23:47, 2.64s/it] 97%|█████████▋| 19461/20000 [23:16:47<39:28, 4.39s/it] 97%|█████████▋| 19462/20000 [23:16:53<44:37, 4.98s/it] 97%|█████████▋| 19463/20000 [23:16:59<46:20, 5.18s/it] 97%|█████████▋| 19464/20000 [23:17:04<46:04, 5.16s/it] 97%|█████████▋| 19465/20000 [23:17:09<45:29, 5.10s/it] 97%|█████████▋| 19466/20000 [23:17:13<44:19, 4.98s/it] 97%|█████████▋| 19467/20000 [23:17:18<43:01, 4.84s/it] 97%|█████████▋| 19468/20000 [23:17:22<41:12, 4.65s/it] 97%|█████████▋| 19469/20000 [23:17:26<39:49, 4.50s/it] 97%|█████████▋| 19470/20000 [23:17:30<38:18, 4.34s/it] 97%|█████████▋| 19471/20000 [23:17:34<37:15, 4.23s/it] 97%|█████████▋| 19472/20000 [23:17:38<36:11, 4.11s/it] 97%|█████████▋| 19473/20000 [23:17:42<34:58, 3.98s/it] 97%|█████████▋| 19474/20000 [23:17:45<33:51, 3.86s/it] 97%|█████████▋| 19475/20000 [23:17:49<32:39, 3.73s/it] 97%|█████████▋| 19476/20000 [23:17:52<30:47, 3.53s/it] 97%|█████████▋| 19477/20000 [23:17:55<29:22, 3.37s/it] 97%|█████████▋| 19478/20000 [23:17:57<27:19, 3.14s/it] 97%|█████████▋| 19479/20000 [23:17:59<24:11, 2.79s/it] 97%|█████████▋| 19480/20000 [23:18:09<41:11, 4.75s/it] 97%|█████████▋| 19481/20000 [23:18:15<46:09, 5.34s/it] 97%|█████████▋| 19482/20000 [23:18:21<47:58, 5.56s/it] 97%|█████████▋| 19483/20000 [23:18:27<47:41, 5.53s/it] 97%|█████████▋| 19484/20000 [23:18:32<46:19, 5.39s/it] 97%|█████████▋| 19485/20000 [23:18:37<44:31, 5.19s/it] 97%|█████████▋| 19486/20000 [23:18:41<42:32, 4.97s/it] 97%|█████████▋| 19487/20000 [23:18:45<40:27, 4.73s/it] 97%|█████████▋| 19488/20000 [23:18:49<38:49, 4.55s/it] 97%|█████████▋| 19489/20000 [23:18:53<37:05, 4.36s/it] 97%|█████████▋| 19490/20000 [23:18:57<35:30, 4.18s/it] 97%|█████████▋| 19491/20000 [23:19:01<34:03, 4.01s/it] 97%|█████████▋| 19492/20000 [23:19:04<32:33, 3.84s/it] 97%|█████████▋| 19493/20000 [23:19:08<31:16, 3.70s/it] 97%|█████████▋| 19494/20000 [23:19:11<29:47, 3.53s/it] 97%|█████████▋| 19495/20000 [23:19:14<28:25, 3.38s/it] 97%|█████████▋| 19496/20000 [23:19:17<27:01, 3.22s/it] 97%|█████████▋| 19497/20000 [23:19:19<25:15, 3.01s/it] 97%|█████████▋| 19498/20000 [23:19:21<22:27, 2.68s/it] 97%|█████████▋| 19499/20000 [23:19:27<30:03, 3.60s/it] 98%|█████████▊| 19500/20000 [23:19:29<27:44, 3.33s/it] 98%|█████████▊| 19500/20000 [23:19:29<27:44, 3.33s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.09670563787221909, 'eval_wer': 0.07377049180327869, 'eval_runtime': 66.758, 'eval_samples_per_second': 27.817, 'eval_steps_per_second': 1.168, 'epoch': 243.59} {'loss': 0.0011, 'learning_rate': 1.2948717948717948e-05, 'epoch': 250.0} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:26, 2.86it/s][A 4%|▍ | 3/78 [00:01<00:36, 2.08it/s][A 5%|▌ | 4/78 [00:02<00:41, 1.80it/s][A 6%|▋ | 5/78 [00:02<00:45, 1.61it/s][A 8%|▊ | 6/78 [00:03<00:51, 1.39it/s][A 9%|▉ | 7/78 [00:04<00:58, 1.21it/s][A 10%|█ | 8/78 [00:05<01:02, 1.12it/s][A 12%|█▏ | 9/78 [00:06<01:03, 1.08it/s][A 13%|█▎ | 10/78 [00:07<01:01, 1.10it/s][A 14%|█▍ | 11/78 [00:08<00:58, 1.14it/s][A 15%|█▌ | 12/78 [00:09<00:55, 1.19it/s][A 17%|█▋ | 13/78 [00:09<00:51, 1.25it/s][A 18%|█▊ | 14/78 [00:10<00:52, 1.22it/s][A 19%|█▉ | 15/78 [00:11<00:54, 1.16it/s][A 21%|██ | 16/78 [00:12<00:55, 1.12it/s][A 22%|██▏ | 17/78 [00:13<00:54, 1.12it/s][A 23%|██▎ | 18/78 [00:14<00:57, 1.05it/s][A 24%|██▍ | 19/78 [00:15<00:54, 1.08it/s][A 26%|██▌ | 20/78 [00:16<00:49, 1.17it/s][A 27%|██▋ | 21/78 [00:17<00:50, 1.14it/s][A 28%|██▊ | 22/78 [00:17<00:46, 1.20it/s][A 29%|██▉ | 23/78 [00:18<00:44, 1.24it/s][A 31%|███ | 24/78 [00:19<00:44, 1.21it/s][A 32%|███▏ | 25/78 [00:20<00:42, 1.26it/s][A 33%|███▎ | 26/78 [00:21<00:40, 1.28it/s][A 35%|███▍ | 27/78 [00:21<00:39, 1.30it/s][A 36%|███▌ | 28/78 [00:22<00:39, 1.25it/s][A 37%|███▋ | 29/78 [00:23<00:36, 1.33it/s][A 38%|███▊ | 30/78 [00:24<00:38, 1.24it/s][A 40%|███▉ | 31/78 [00:24<00:36, 1.27it/s][A 41%|████ | 32/78 [00:25<00:35, 1.30it/s][A 42%|████▏ | 33/78 [00:26<00:33, 1.34it/s][A 44%|████▎ | 34/78 [00:27<00:32, 1.37it/s][A 45%|████▍ | 35/78 [00:27<00:30, 1.42it/s][A 46%|████▌ | 36/78 [00:28<00:29, 1.42it/s][A 47%|████▋ | 37/78 [00:29<00:30, 1.35it/s][A 49%|████▊ | 38/78 [00:30<00:30, 1.31it/s][A 50%|█████ | 39/78 [00:31<00:33, 1.17it/s][A 51%|█████▏ | 40/78 [00:32<00:33, 1.14it/s][A 53%|█████▎ | 41/78 [00:33<00:35, 1.05it/s][A 54%|█████▍ | 42/78 [00:34<00:33, 1.08it/s][A 55%|█████▌ | 43/78 [00:34<00:32, 1.06it/s][A 56%|█████▋ | 44/78 [00:35<00:31, 1.08it/s][A 58%|█████▊ | 45/78 [00:36<00:29, 1.11it/s][A 59%|█████▉ | 46/78 [00:38<00:33, 1.03s/it][A 60%|██████ | 47/78 [00:38<00:29, 1.07it/s][A 62%|██████▏ | 48/78 [00:39<00:26, 1.13it/s][A 63%|██████▎ | 49/78 [00:40<00:23, 1.24it/s][A 64%|██████▍ | 50/78 [00:40<00:22, 1.25it/s][A 65%|██████▌ | 51/78 [00:41<00:20, 1.33it/s][A 67%|██████▋ | 52/78 [00:42<00:19, 1.34it/s][A 68%|██████▊ | 53/78 [00:43<00:18, 1.34it/s][A 69%|██████▉ | 54/78 [00:43<00:18, 1.28it/s][A 71%|███████ | 55/78 [00:44<00:18, 1.24it/s][A 72%|███████▏ | 56/78 [00:45<00:17, 1.23it/s][A 73%|███████▎ | 57/78 [00:46<00:20, 1.05it/s][A 74%|███████▍ | 58/78 [00:47<00:18, 1.06it/s][A 76%|███████▌ | 59/78 [00:48<00:18, 1.03it/s][A 77%|███████▋ | 60/78 [00:49<00:16, 1.09it/s][A 78%|███████▊ | 61/78 [00:50<00:15, 1.12it/s][A 79%|███████▉ | 62/78 [00:51<00:13, 1.14it/s][A 81%|████████ | 63/78 [00:52<00:13, 1.15it/s][A 82%|████████▏ | 64/78 [00:53<00:12, 1.16it/s][A 83%|████████▎ | 65/78 [00:53<00:11, 1.17it/s][A 85%|████████▍ | 66/78 [00:54<00:09, 1.21it/s][A 86%|████████▌ | 67/78 [00:55<00:09, 1.20it/s][A 87%|████████▋ | 68/78 [00:56<00:08, 1.21it/s][A 88%|████████▊ | 69/78 [00:57<00:07, 1.22it/s][A 90%|████████▉ | 70/78 [00:58<00:06, 1.17it/s][A 91%|█████████ | 71/78 [00:58<00:05, 1.21it/s][A 92%|█████████▏| 72/78 [00:59<00:04, 1.23it/s][A 94%|█████████▎| 73/78 [01:00<00:04, 1.19it/s][A 95%|█████████▍| 74/78 [01:01<00:03, 1.19it/s][A 96%|█████████▌| 75/78 [01:02<00:02, 1.20it/s][A 97%|█████████▋| 76/78 [01:03<00:01, 1.19it/s][A 99%|█████████▊| 77/78 [01:03<00:00, 1.23it/s][A 100%|██████████| 78/78 [01:04<00:00, 1.54it/s][A [A 98%|█████████▊| 19500/20000 [23:20:36<27:44, 3.33s/it] 100%|██████████| 78/78 [01:05<00:00, 1.54it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-19500 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-19500/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-19500/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-19500/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-19000] due to args.save_total_limit 98%|█████████▊| 19501/20000 [23:20:58<4:00:52, 28.96s/it] 98%|█████████▊| 19502/20000 [23:21:04<3:03:38, 22.13s/it] 98%|█████████▊| 19503/20000 [23:21:10<2:21:54, 17.13s/it] 98%|█████████▊| 19504/20000 [23:21:15<1:51:32, 13.49s/it] 98%|█████████▊| 19505/20000 [23:21:20<1:29:34, 10.86s/it] 98%|█████████▊| 19506/20000 [23:21:24<1:13:46, 8.96s/it] 98%|█████████▊| 19507/20000 [23:21:28<1:02:00, 7.55s/it] 98%|█████████▊| 19508/20000 [23:21:33<53:27, 6.52s/it] 98%|█████████▊| 19509/20000 [23:21:36<47:06, 5.76s/it] 98%|█████████▊| 19510/20000 [23:21:40<42:24, 5.19s/it] 98%|█████████▊| 19511/20000 [23:21:44<38:39, 4.74s/it] 98%|█████████▊| 19512/20000 [23:21:48<35:49, 4.40s/it] 98%|█████████▊| 19513/20000 [23:21:51<33:30, 4.13s/it] 98%|█████████▊| 19514/20000 [23:21:55<31:35, 3.90s/it] 98%|█████████▊| 19515/20000 [23:21:58<29:48, 3.69s/it] 98%|█████████▊| 19516/20000 [23:22:01<28:05, 3.48s/it] 98%|█████████▊| 19517/20000 [23:22:04<26:22, 3.28s/it] 98%|█████████▊| 19518/20000 [23:22:06<24:27, 3.04s/it] 98%|█████████▊| 19519/20000 [23:22:08<21:32, 2.69s/it] 98%|█████████▊| 19520/20000 [23:22:16<35:26, 4.43s/it] 98%|█████████▊| 19521/20000 [23:22:23<40:01, 5.01s/it] 98%|█████████▊| 19522/20000 [23:22:28<41:36, 5.22s/it] 98%|█████████▊| 19523/20000 [23:22:34<41:23, 5.21s/it] 98%|█████████▊| 19524/20000 [23:22:39<40:33, 5.11s/it] 98%|█████████▊| 19525/20000 [23:22:43<39:28, 4.99s/it] 98%|█████████▊| 19526/20000 [23:22:48<38:02, 4.82s/it] 98%|█████████▊| 19527/20000 [23:22:52<36:29, 4.63s/it] 98%|█████████▊| 19528/20000 [23:22:56<35:02, 4.45s/it] 98%|█████████▊| 19529/20000 [23:23:00<33:22, 4.25s/it] 98%|█████████▊| 19530/20000 [23:23:03<31:57, 4.08s/it] 98%|█████████▊| 19531/20000 [23:23:07<30:28, 3.90s/it] 98%|█████████▊| 19532/20000 [23:23:10<29:13, 3.75s/it] 98%|█████████▊| 19533/20000 [23:23:14<28:13, 3.63s/it] 98%|█████████▊| 19534/20000 [23:23:17<26:53, 3.46s/it] 98%|█████████▊| 19535/20000 [23:23:20<25:32, 3.30s/it] 98%|█████████▊| 19536/20000 [23:23:22<24:18, 3.14s/it] 98%|█████████▊| 19537/20000 [23:23:25<22:44, 2.95s/it] 98%|█████████▊| 19538/20000 [23:23:27<20:17, 2.64s/it] 98%|█████████▊| 19539/20000 [23:23:36<36:25, 4.74s/it] 98%|█████████▊| 19540/20000 [23:23:43<40:03, 5.22s/it] 98%|█████████▊| 19541/20000 [23:23:48<41:08, 5.38s/it] 98%|█████████▊| 19542/20000 [23:23:54<41:03, 5.38s/it] 98%|█████████▊| 19543/20000 [23:23:59<39:58, 5.25s/it] 98%|█████████▊| 19544/20000 [23:24:03<38:23, 5.05s/it] 98%|█████████▊| 19545/20000 [23:24:08<36:23, 4.80s/it] 98%|█████████▊| 19546/20000 [23:24:12<34:55, 4.62s/it] 98%|█████████▊| 19547/20000 [23:24:16<33:14, 4.40s/it] 98%|█████████▊| 19548/20000 [23:24:19<31:47, 4.22s/it] 98%|█████████▊| 19549/20000 [23:24:23<30:20, 4.04s/it] 98%|█████████▊| 19550/20000 [23:24:27<29:01, 3.87s/it] 98%|█████████▊| 19551/20000 [23:24:30<27:48, 3.72s/it] 98%|█████████▊| 19552/20000 [23:24:33<26:51, 3.60s/it] 98%|█████████▊| 19553/20000 [23:24:36<25:35, 3.43s/it] 98%|█████████▊| 19554/20000 [23:24:39<24:21, 3.28s/it] 98%|█████████▊| 19555/20000 [23:24:42<23:07, 3.12s/it] 98%|█████████▊| 19556/20000 [23:24:44<21:41, 2.93s/it] 98%|█████████▊| 19557/20000 [23:24:46<19:32, 2.65s/it] 98%|█████████▊| 19558/20000 [23:24:55<32:48, 4.45s/it] 98%|█████████▊| 19559/20000 [23:25:01<36:32, 4.97s/it] 98%|█████████▊| 19560/20000 [23:25:07<37:26, 5.11s/it] 98%|█████████▊| 19561/20000 [23:25:12<37:09, 5.08s/it] 98%|█████████▊| 19562/20000 [23:25:17<36:38, 5.02s/it] 98%|█████████▊| 19563/20000 [23:25:21<35:29, 4.87s/it] 98%|█████████▊| 19564/20000 [23:25:25<33:54, 4.67s/it] 98%|█████████▊| 19565/20000 [23:25:29<32:31, 4.49s/it] 98%|█████████▊| 19566/20000 [23:25:33<31:26, 4.35s/it] 98%|█████████▊| 19567/20000 [23:25:37<30:28, 4.22s/it] 98%|█████████▊| 19568/20000 [23:25:41<29:21, 4.08s/it] 98%|█████████▊| 19569/20000 [23:25:45<28:22, 3.95s/it] 98%|█████████▊| 19570/20000 [23:25:48<27:17, 3.81s/it] 98%|█████████▊| 19571/20000 [23:25:52<26:18, 3.68s/it] 98%|█████████▊| 19572/20000 [23:25:55<25:09, 3.53s/it] 98%|█████████▊| 19573/20000 [23:25:58<24:03, 3.38s/it] 98%|█████████▊| 19574/20000 [23:26:01<22:48, 3.21s/it] 98%|█████████▊| 19575/20000 [23:26:03<21:24, 3.02s/it] 98%|█████████▊| 19576/20000 [23:26:05<19:00, 2.69s/it] 98%|█████████▊| 19577/20000 [23:26:11<25:30, 3.62s/it] 98%|█████████▊| 19578/20000 [23:26:14<24:23, 3.47s/it] 98%|█████████▊| 19579/20000 [23:26:24<38:24, 5.47s/it] 98%|█████████▊| 19580/20000 [23:26:31<40:40, 5.81s/it] 98%|█████████▊| 19581/20000 [23:26:37<40:49, 5.85s/it] 98%|█████████▊| 19582/20000 [23:26:42<39:29, 5.67s/it] 98%|█████████▊| 19583/20000 [23:26:47<38:14, 5.50s/it] 98%|█████████▊| 19584/20000 [23:26:52<36:46, 5.30s/it] 98%|█████████▊| 19585/20000 [23:26:56<34:53, 5.05s/it] 98%|█████████▊| 19586/20000 [23:27:01<33:26, 4.85s/it] 98%|█████████▊| 19587/20000 [23:27:05<31:52, 4.63s/it] 98%|█████████▊| 19588/20000 [23:27:09<30:22, 4.42s/it] 98%|█████████▊| 19589/20000 [23:27:13<29:12, 4.26s/it] 98%|█████████▊| 19590/20000 [23:27:16<27:58, 4.09s/it] 98%|█████████▊| 19591/20000 [23:27:20<26:43, 3.92s/it] 98%|█████████▊| 19592/20000 [23:27:23<25:38, 3.77s/it] 98%|█████████▊| 19593/20000 [23:27:26<24:11, 3.57s/it] 98%|█████████▊| 19594/20000 [23:27:29<22:57, 3.39s/it] 98%|█████████▊| 19595/20000 [23:27:32<21:54, 3.24s/it] 98%|█████████▊| 19596/20000 [23:27:35<20:29, 3.04s/it] 98%|█████████▊| 19597/20000 [23:27:37<18:13, 2.71s/it] 98%|█████████▊| 19598/20000 [23:27:46<31:56, 4.77s/it] 98%|█████████▊| 19599/20000 [23:27:53<35:21, 5.29s/it] 98%|█████████▊| 19600/20000 [23:27:59<36:13, 5.43s/it] 98%|█████████▊| 19601/20000 [23:28:04<35:41, 5.37s/it] 98%|█████████▊| 19602/20000 [23:28:09<34:37, 5.22s/it] 98%|█████████▊| 19603/20000 [23:28:13<33:33, 5.07s/it] 98%|█████████▊| 19604/20000 [23:28:18<32:36, 4.94s/it] 98%|█████████▊| 19605/20000 [23:28:23<31:28, 4.78s/it] 98%|█████████▊| 19606/20000 [23:28:27<30:19, 4.62s/it] 98%|█████████▊| 19607/20000 [23:28:31<29:17, 4.47s/it] 98%|█████████▊| 19608/20000 [23:28:35<28:17, 4.33s/it] 98%|█████████▊| 19609/20000 [23:28:38<26:44, 4.10s/it] 98%|█████████▊| 19610/20000 [23:28:42<25:32, 3.93s/it] 98%|█████████▊| 19611/20000 [23:28:45<24:31, 3.78s/it] 98%|█████████▊| 19612/20000 [23:28:49<23:24, 3.62s/it] 98%|█████████▊| 19613/20000 [23:28:52<22:23, 3.47s/it] 98%|█████████▊| 19614/20000 [23:28:55<21:06, 3.28s/it] 98%|█████████▊| 19615/20000 [23:28:57<19:45, 3.08s/it] 98%|█████████▊| 19616/20000 [23:28:59<17:25, 2.72s/it] 98%|█████████▊| 19617/20000 [23:29:08<28:28, 4.46s/it] 98%|█████████▊| 19618/20000 [23:29:14<32:26, 5.10s/it] 98%|█████████▊| 19619/20000 [23:29:20<33:26, 5.27s/it] 98%|█████████▊| 19620/20000 [23:29:25<33:23, 5.27s/it] 98%|█████████▊| 19621/20000 [23:29:30<32:49, 5.20s/it] 98%|█████████▊| 19622/20000 [23:29:35<31:48, 5.05s/it] 98%|█████████▊| 19623/20000 [23:29:39<30:22, 4.83s/it] 98%|█████████▊| 19624/20000 [23:29:43<29:13, 4.66s/it] 98%|█████████▊| 19625/20000 [23:29:48<28:06, 4.50s/it] 98%|█████████▊| 19626/20000 [23:29:51<26:47, 4.30s/it] 98%|█████████▊| 19627/20000 [23:29:55<25:41, 4.13s/it] 98%|█████████▊| 19628/20000 [23:29:59<24:52, 4.01s/it] 98%|█████████▊| 19629/20000 [23:30:02<23:58, 3.88s/it] 98%|█████████▊| 19630/20000 [23:30:06<23:04, 3.74s/it] 98%|█████████▊| 19631/20000 [23:30:09<22:04, 3.59s/it] 98%|█████████▊| 19632/20000 [23:30:12<21:19, 3.48s/it] 98%|█████████▊| 19633/20000 [23:30:15<20:03, 3.28s/it] 98%|█████████▊| 19634/20000 [23:30:18<18:33, 3.04s/it] 98%|█████████▊| 19635/20000 [23:30:19<16:18, 2.68s/it] 98%|█████████▊| 19636/20000 [23:30:28<27:40, 4.56s/it] 98%|█████████▊| 19637/20000 [23:30:35<30:44, 5.08s/it] 98%|█████████▊| 19638/20000 [23:30:40<31:53, 5.29s/it] 98%|█████████▊| 19639/20000 [23:30:46<31:51, 5.30s/it] 98%|█████████▊| 19640/20000 [23:30:51<30:57, 5.16s/it] 98%|█████████▊| 19641/20000 [23:30:55<30:15, 5.06s/it] 98%|█████████▊| 19642/20000 [23:31:00<29:06, 4.88s/it] 98%|█████████▊| 19643/20000 [23:31:04<27:48, 4.67s/it] 98%|█████████▊| 19644/20000 [23:31:08<26:46, 4.51s/it] 98%|█████████▊| 19645/20000 [23:31:12<25:49, 4.37s/it] 98%|█████████▊| 19646/20000 [23:31:16<24:55, 4.22s/it] 98%|█████████▊| 19647/20000 [23:31:20<23:56, 4.07s/it] 98%|█████████▊| 19648/20000 [23:31:23<23:03, 3.93s/it] 98%|█████████▊| 19649/20000 [23:31:27<22:12, 3.80s/it] 98%|█████████▊| 19650/20000 [23:31:30<21:24, 3.67s/it] 98%|█████████▊| 19651/20000 [23:31:33<20:20, 3.50s/it] 98%|█████████▊| 19652/20000 [23:31:36<19:11, 3.31s/it] 98%|█████████▊| 19653/20000 [23:31:39<18:01, 3.12s/it] 98%|█████████▊| 19654/20000 [23:31:41<15:55, 2.76s/it] 98%|█████████▊| 19655/20000 [23:31:47<21:20, 3.71s/it] 98%|█████████▊| 19656/20000 [23:31:50<20:11, 3.52s/it] 98%|█████████▊| 19657/20000 [23:32:00<31:10, 5.45s/it] 98%|█████████▊| 19658/20000 [23:32:06<32:41, 5.73s/it] 98%|█████████▊| 19659/20000 [23:32:12<32:20, 5.69s/it] 98%|█████████▊| 19660/20000 [23:32:17<31:22, 5.54s/it] 98%|█████████▊| 19661/20000 [23:32:22<30:02, 5.32s/it] 98%|█████████▊| 19662/20000 [23:32:27<28:54, 5.13s/it] 98%|█████████▊| 19663/20000 [23:32:31<27:42, 4.93s/it] 98%|█████████▊| 19664/20000 [23:32:35<26:32, 4.74s/it] 98%|█████████▊| 19665/20000 [23:32:39<25:31, 4.57s/it] 98%|█████████▊| 19666/20000 [23:32:43<24:28, 4.40s/it] 98%|█████████▊| 19667/20000 [23:32:47<23:30, 4.23s/it] 98%|█████████▊| 19668/20000 [23:32:51<22:23, 4.05s/it] 98%|█████████▊| 19669/20000 [23:32:55<22:00, 3.99s/it] 98%|█████████▊| 19670/20000 [23:32:58<21:07, 3.84s/it] 98%|█████████▊| 19671/20000 [23:33:02<20:14, 3.69s/it] 98%|█████████▊| 19672/20000 [23:33:05<19:16, 3.52s/it] 98%|█████████▊| 19673/20000 [23:33:08<18:14, 3.35s/it] 98%|█████████▊| 19674/20000 [23:33:10<16:56, 3.12s/it] 98%|█████████▊| 19675/20000 [23:33:12<15:01, 2.77s/it] 98%|█████████▊| 19676/20000 [23:33:21<25:02, 4.64s/it] 98%|█████████▊| 19677/20000 [23:33:27<27:28, 5.10s/it] 98%|█████████▊| 19678/20000 [23:33:33<28:05, 5.23s/it] 98%|█████████▊| 19679/20000 [23:33:38<27:50, 5.20s/it] 98%|█████████▊| 19680/20000 [23:33:43<27:13, 5.10s/it] 98%|█████████▊| 19681/20000 [23:33:48<26:43, 5.03s/it] 98%|█████████▊| 19682/20000 [23:33:52<25:43, 4.86s/it] 98%|█████████▊| 19683/20000 [23:33:57<24:44, 4.68s/it] 98%|█████████▊| 19684/20000 [23:34:01<23:49, 4.52s/it] 98%|█████████▊| 19685/20000 [23:34:05<22:54, 4.36s/it] 98%|█████████▊| 19686/20000 [23:34:08<21:50, 4.17s/it] 98%|█████████▊| 19687/20000 [23:34:12<20:55, 4.01s/it] 98%|█████████▊| 19688/20000 [23:34:16<20:14, 3.89s/it] 98%|█████████▊| 19689/20000 [23:34:19<19:29, 3.76s/it] 98%|█████████▊| 19690/20000 [23:34:22<18:44, 3.63s/it] 98%|█████████▊| 19691/20000 [23:34:26<17:51, 3.47s/it] 98%|█████████▊| 19692/20000 [23:34:28<16:52, 3.29s/it] 98%|█████████▊| 19693/20000 [23:34:31<15:49, 3.09s/it] 98%|█████████▊| 19694/20000 [23:34:33<14:04, 2.76s/it] 98%|█████████▊| 19695/20000 [23:34:42<23:35, 4.64s/it] 98%|█████████▊| 19696/20000 [23:34:49<26:26, 5.22s/it] 98%|█████████▊| 19697/20000 [23:34:54<27:00, 5.35s/it] 98%|█████████▊| 19698/20000 [23:35:00<26:51, 5.34s/it] 98%|█████████▊| 19699/20000 [23:35:05<26:17, 5.24s/it] 98%|█████████▊| 19700/20000 [23:35:09<25:11, 5.04s/it] 99%|█████████▊| 19701/20000 [23:35:14<24:05, 4.83s/it] 99%|█████████▊| 19702/20000 [23:35:18<23:11, 4.67s/it] 99%|█████████▊| 19703/20000 [23:35:22<22:10, 4.48s/it] 99%|█████████▊| 19704/20000 [23:35:26<21:01, 4.26s/it] 99%|█████████▊| 19705/20000 [23:35:29<20:12, 4.11s/it] 99%|█████████▊| 19706/20000 [23:35:33<19:45, 4.03s/it] 99%|█████████▊| 19707/20000 [23:35:37<18:48, 3.85s/it] 99%|█████████▊| 19708/20000 [23:35:40<18:12, 3.74s/it] 99%|█████████▊| 19709/20000 [23:35:44<17:46, 3.67s/it] 99%|█████████▊| 19710/20000 [23:35:47<16:45, 3.47s/it] 99%|█████████▊| 19711/20000 [23:35:49<15:37, 3.24s/it] 99%|█████████▊| 19712/20000 [23:35:52<14:25, 3.01s/it] 99%|█████████▊| 19713/20000 [23:35:54<12:36, 2.64s/it] 99%|█████████▊| 19714/20000 [23:36:02<20:58, 4.40s/it] 99%|█████████▊| 19715/20000 [23:36:08<23:25, 4.93s/it] 99%|█████████▊| 19716/20000 [23:36:14<24:07, 5.10s/it] 99%|█████████▊| 19717/20000 [23:36:19<23:49, 5.05s/it] 99%|█████████▊| 19718/20000 [23:36:23<23:10, 4.93s/it] 99%|█████████▊| 19719/20000 [23:36:28<22:39, 4.84s/it] 99%|█████████▊| 19720/20000 [23:36:32<21:49, 4.68s/it] 99%|█████████▊| 19721/20000 [23:36:36<20:57, 4.51s/it] 99%|█████████▊| 19722/20000 [23:36:40<20:11, 4.36s/it] 99%|█████████▊| 19723/20000 [23:36:44<19:38, 4.25s/it] 99%|█████████▊| 19724/20000 [23:36:48<18:52, 4.10s/it] 99%|█████████▊| 19725/20000 [23:36:52<18:09, 3.96s/it] 99%|█████████▊| 19726/20000 [23:36:55<17:33, 3.84s/it] 99%|█████████▊| 19727/20000 [23:36:59<16:52, 3.71s/it] 99%|█████████▊| 19728/20000 [23:37:02<16:09, 3.57s/it] 99%|█████████▊| 19729/20000 [23:37:05<15:27, 3.42s/it] 99%|█████████▊| 19730/20000 [23:37:08<14:40, 3.26s/it] 99%|█████████▊| 19731/20000 [23:37:10<13:39, 3.05s/it] 99%|█████████▊| 19732/20000 [23:37:12<12:06, 2.71s/it] 99%|█████████▊| 19733/20000 [23:37:19<16:35, 3.73s/it] 99%|█████████▊| 19734/20000 [23:37:22<15:35, 3.52s/it] 99%|█████████▊| 19735/20000 [23:37:31<23:53, 5.41s/it] 99%|█████████▊| 19736/20000 [23:37:37<24:40, 5.61s/it] 99%|█████████▊| 19737/20000 [23:37:43<24:16, 5.54s/it] 99%|█████████▊| 19738/20000 [23:37:48<23:33, 5.39s/it] 99%|█████████▊| 19739/20000 [23:37:53<22:40, 5.21s/it] 99%|█████████▊| 19740/20000 [23:37:57<21:51, 5.05s/it] 99%|█████████▊| 19741/20000 [23:38:02<20:50, 4.83s/it] 99%|█████████▊| 19742/20000 [23:38:06<19:58, 4.64s/it] 99%|█████████▊| 19743/20000 [23:38:10<19:01, 4.44s/it] 99%|█████████▊| 19744/20000 [23:38:14<18:30, 4.34s/it] 99%|█████████▊| 19745/20000 [23:38:18<17:36, 4.14s/it] 99%|█████████▊| 19746/20000 [23:38:21<16:49, 3.98s/it] 99%|█████████▊| 19747/20000 [23:38:25<16:16, 3.86s/it] 99%|█████████▊| 19748/20000 [23:38:28<15:43, 3.74s/it] 99%|█████████▊| 19749/20000 [23:38:32<15:03, 3.60s/it] 99%|█████████▉| 19750/20000 [23:38:35<14:18, 3.43s/it] 99%|█████████▉| 19751/20000 [23:38:37<13:33, 3.27s/it] 99%|█████████▉| 19752/20000 [23:38:40<12:35, 3.05s/it] 99%|█████████▉| 19753/20000 [23:38:42<11:05, 2.69s/it] 99%|█████████▉| 19754/20000 [23:38:50<18:23, 4.49s/it] 99%|█████████▉| 19755/20000 [23:38:57<20:37, 5.05s/it] 99%|█████████▉| 19756/20000 [23:39:02<21:10, 5.21s/it] 99%|█████████▉| 19757/20000 [23:39:08<21:14, 5.24s/it] 99%|█████████▉| 19758/20000 [23:39:13<20:49, 5.16s/it] 99%|█████████▉| 19759/20000 [23:39:17<20:13, 5.04s/it] 99%|█████████▉| 19760/20000 [23:39:22<19:18, 4.83s/it] 99%|█████████▉| 19761/20000 [23:39:26<18:29, 4.64s/it] 99%|█████████▉| 19762/20000 [23:39:30<17:37, 4.44s/it] 99%|█████████▉| 19763/20000 [23:39:34<16:54, 4.28s/it] 99%|█████████▉| 19764/20000 [23:39:38<16:25, 4.17s/it] 99%|█████████▉| 19765/20000 [23:39:41<15:43, 4.01s/it] 99%|█████████▉| 19766/20000 [23:39:45<15:05, 3.87s/it] 99%|█████████▉| 19767/20000 [23:39:48<14:25, 3.71s/it] 99%|█████████▉| 19768/20000 [23:39:52<13:42, 3.55s/it] 99%|█████████▉| 19769/20000 [23:39:55<13:06, 3.41s/it] 99%|█████████▉| 19770/20000 [23:39:57<12:22, 3.23s/it] 99%|█████████▉| 19771/20000 [23:40:00<11:34, 3.03s/it] 99%|█████████▉| 19772/20000 [23:40:02<10:12, 2.69s/it] 99%|█████████▉| 19773/20000 [23:40:11<17:49, 4.71s/it] 99%|█████████▉| 19774/20000 [23:40:18<19:51, 5.27s/it] 99%|█████████▉| 19775/20000 [23:40:24<20:34, 5.49s/it] 99%|█████████▉| 19776/20000 [23:40:29<20:23, 5.46s/it] 99%|█████████▉| 19777/20000 [23:40:34<19:59, 5.38s/it] 99%|█████████▉| 19778/20000 [23:40:39<19:13, 5.20s/it] 99%|█████████▉| 19779/20000 [23:40:44<18:34, 5.04s/it] 99%|█████████▉| 19780/20000 [23:40:48<17:42, 4.83s/it] 99%|█████████▉| 19781/20000 [23:40:52<16:53, 4.63s/it] 99%|█████████▉| 19782/20000 [23:40:57<16:27, 4.53s/it] 99%|█████████▉| 19783/20000 [23:41:01<15:46, 4.36s/it] 99%|█████████▉| 19784/20000 [23:41:05<15:07, 4.20s/it] 99%|█████████▉| 19785/20000 [23:41:08<14:22, 4.01s/it] 99%|█████████▉| 19786/20000 [23:41:11<13:38, 3.82s/it] 99%|█████████▉| 19787/20000 [23:41:15<12:54, 3.64s/it] 99%|█████████▉| 19788/20000 [23:41:18<12:25, 3.52s/it] 99%|█████████▉| 19789/20000 [23:41:21<12:00, 3.41s/it] 99%|█████████▉| 19790/20000 [23:41:24<11:09, 3.19s/it] 99%|█████████▉| 19791/20000 [23:41:26<09:51, 2.83s/it] 99%|█████████▉| 19792/20000 [23:41:35<16:48, 4.85s/it] 99%|█████████▉| 19793/20000 [23:41:42<18:39, 5.41s/it] 99%|█████████▉| 19794/20000 [23:41:48<19:08, 5.57s/it] 99%|█████████▉| 19795/20000 [23:41:54<19:06, 5.59s/it] 99%|█████████▉| 19796/20000 [23:41:59<18:38, 5.48s/it] 99%|█████████▉| 19797/20000 [23:42:04<17:51, 5.28s/it] 99%|█████████▉| 19798/20000 [23:42:09<17:24, 5.17s/it] 99%|█████████▉| 19799/20000 [23:42:13<16:40, 4.98s/it] 99%|█████████▉| 19800/20000 [23:42:17<15:53, 4.77s/it] 99%|█████████▉| 19801/20000 [23:42:22<15:12, 4.59s/it] 99%|█████████▉| 19802/20000 [23:42:26<14:38, 4.44s/it] 99%|█████████▉| 19803/20000 [23:42:29<13:50, 4.21s/it] 99%|█████████▉| 19804/20000 [23:42:33<13:28, 4.13s/it] 99%|█████████▉| 19805/20000 [23:42:37<12:50, 3.95s/it] 99%|█████████▉| 19806/20000 [23:42:40<12:05, 3.74s/it] 99%|█████████▉| 19807/20000 [23:42:44<11:54, 3.70s/it] 99%|█████████▉| 19808/20000 [23:42:47<11:10, 3.49s/it] 99%|█████████▉| 19809/20000 [23:42:49<10:15, 3.22s/it] 99%|█████████▉| 19810/20000 [23:42:51<08:57, 2.83s/it] 99%|█████████▉| 19811/20000 [23:42:57<11:56, 3.79s/it] 99%|█████████▉| 19812/20000 [23:43:00<11:05, 3.54s/it] 99%|█████████▉| 19813/20000 [23:43:11<17:33, 5.64s/it] 99%|█████████▉| 19814/20000 [23:43:17<18:30, 5.97s/it] 99%|█████████▉| 19815/20000 [23:43:23<18:24, 5.97s/it] 99%|█████████▉| 19816/20000 [23:43:29<17:51, 5.83s/it] 99%|█████████▉| 19817/20000 [23:43:34<17:19, 5.68s/it] 99%|█████████▉| 19818/20000 [23:43:39<16:39, 5.49s/it] 99%|█████████▉| 19819/20000 [23:43:44<15:40, 5.20s/it] 99%|█████████▉| 19820/20000 [23:43:48<14:52, 4.96s/it] 99%|█████████▉| 19821/20000 [23:43:52<13:54, 4.66s/it] 99%|█████████▉| 19822/20000 [23:43:56<13:07, 4.43s/it] 99%|█████████▉| 19823/20000 [23:44:00<12:52, 4.37s/it] 99%|█████████▉| 19824/20000 [23:44:04<12:26, 4.24s/it] 99%|█████████▉| 19825/20000 [23:44:08<11:55, 4.09s/it] 99%|█████████▉| 19826/20000 [23:44:11<11:21, 3.92s/it] 99%|█████████▉| 19827/20000 [23:44:15<10:45, 3.73s/it] 99%|█████████▉| 19828/20000 [23:44:18<10:10, 3.55s/it] 99%|█████████▉| 19829/20000 [23:44:21<09:28, 3.32s/it] 99%|█████████▉| 19830/20000 [23:44:23<08:43, 3.08s/it] 99%|█████████▉| 19831/20000 [23:44:25<07:35, 2.70s/it] 99%|█████████▉| 19832/20000 [23:44:33<12:25, 4.44s/it] 99%|█████████▉| 19833/20000 [23:44:40<14:06, 5.07s/it] 99%|█████████▉| 19834/20000 [23:44:46<14:31, 5.25s/it] 99%|█████████▉| 19835/20000 [23:44:51<14:28, 5.26s/it] 99%|█████████▉| 19836/20000 [23:44:56<14:07, 5.17s/it] 99%|█████████▉| 19837/20000 [23:45:01<13:44, 5.06s/it] 99%|█████████▉| 19838/20000 [23:45:06<13:31, 5.01s/it] 99%|█████████▉| 19839/20000 [23:45:10<13:04, 4.87s/it] 99%|█████████▉| 19840/20000 [23:45:15<12:36, 4.73s/it] 99%|█████████▉| 19841/20000 [23:45:19<12:11, 4.60s/it] 99%|█████████▉| 19842/20000 [23:45:23<11:35, 4.40s/it] 99%|█████████▉| 19843/20000 [23:45:27<11:03, 4.23s/it] 99%|█████████▉| 19844/20000 [23:45:30<10:35, 4.07s/it] 99%|█████████▉| 19845/20000 [23:45:34<10:12, 3.95s/it] 99%|█████████▉| 19846/20000 [23:45:37<09:35, 3.73s/it] 99%|█████████▉| 19847/20000 [23:45:40<09:00, 3.53s/it] 99%|█████████▉| 19848/20000 [23:45:43<08:25, 3.33s/it] 99%|█████████▉| 19849/20000 [23:45:46<07:51, 3.12s/it] 99%|█████████▉| 19850/20000 [23:45:48<06:56, 2.77s/it] 99%|█████████▉| 19851/20000 [23:45:57<11:42, 4.72s/it] 99%|█████████▉| 19852/20000 [23:46:04<13:07, 5.32s/it] 99%|█████████▉| 19853/20000 [23:46:10<13:42, 5.60s/it] 99%|█████████▉| 19854/20000 [23:46:15<13:28, 5.54s/it] 99%|█████████▉| 19855/20000 [23:46:20<13:02, 5.40s/it] 99%|█████████▉| 19856/20000 [23:46:26<12:51, 5.36s/it] 99%|█████████▉| 19857/20000 [23:46:30<12:13, 5.13s/it] 99%|█████████▉| 19858/20000 [23:46:35<11:41, 4.94s/it] 99%|█████████▉| 19859/20000 [23:46:39<11:06, 4.73s/it] 99%|█████████▉| 19860/20000 [23:46:43<10:35, 4.54s/it] 99%|█████████▉| 19861/20000 [23:46:47<10:03, 4.34s/it] 99%|█████████▉| 19862/20000 [23:46:51<09:34, 4.16s/it] 99%|█████████▉| 19863/20000 [23:46:55<09:16, 4.06s/it] 99%|█████████▉| 19864/20000 [23:46:58<08:48, 3.89s/it] 99%|█████████▉| 19865/20000 [23:47:01<08:21, 3.72s/it] 99%|█████████▉| 19866/20000 [23:47:05<07:56, 3.55s/it] 99%|█████████▉| 19867/20000 [23:47:08<07:32, 3.41s/it] 99%|█████████▉| 19868/20000 [23:47:10<07:05, 3.22s/it] 99%|█████████▉| 19869/20000 [23:47:12<06:11, 2.84s/it] 99%|█████████▉| 19870/20000 [23:47:22<10:17, 4.75s/it] 99%|█████████▉| 19871/20000 [23:47:28<11:19, 5.26s/it] 99%|█████████▉| 19872/20000 [23:47:34<11:31, 5.41s/it] 99%|█████████▉| 19873/20000 [23:47:39<11:25, 5.40s/it] 99%|█████████▉| 19874/20000 [23:47:44<11:09, 5.31s/it] 99%|█████████▉| 19875/20000 [23:47:49<10:46, 5.17s/it] 99%|█████████▉| 19876/20000 [23:47:53<10:12, 4.94s/it] 99%|█████████▉| 19877/20000 [23:47:58<09:46, 4.77s/it] 99%|█████████▉| 19878/20000 [23:48:02<09:19, 4.59s/it] 99%|█████████▉| 19879/20000 [23:48:06<08:55, 4.43s/it] 99%|█████████▉| 19880/20000 [23:48:10<08:33, 4.28s/it] 99%|█████████▉| 19881/20000 [23:48:14<08:08, 4.10s/it] 99%|█████████▉| 19882/20000 [23:48:17<07:47, 3.96s/it] 99%|█████████▉| 19883/20000 [23:48:21<07:33, 3.88s/it] 99%|█████████▉| 19884/20000 [23:48:24<07:14, 3.74s/it] 99%|█████████▉| 19885/20000 [23:48:28<06:55, 3.61s/it] 99%|█████████▉| 19886/20000 [23:48:31<06:24, 3.37s/it] 99%|█████████▉| 19887/20000 [23:48:33<05:52, 3.12s/it] 99%|█████████▉| 19888/20000 [23:48:35<05:09, 2.76s/it] 99%|█████████▉| 19889/20000 [23:48:41<07:05, 3.83s/it] 99%|█████████▉| 19890/20000 [23:48:44<06:28, 3.54s/it] 99%|█████████▉| 19891/20000 [23:48:55<10:13, 5.63s/it] 99%|█████████▉| 19892/20000 [23:49:01<10:32, 5.86s/it] 99%|█████████▉| 19893/20000 [23:49:07<10:23, 5.83s/it] 99%|█████████▉| 19894/20000 [23:49:12<10:01, 5.68s/it] 99%|█████████▉| 19895/20000 [23:49:17<09:36, 5.49s/it] 99%|█████████▉| 19896/20000 [23:49:22<09:09, 5.28s/it] 99%|█████████▉| 19897/20000 [23:49:27<08:39, 5.04s/it] 99%|█████████▉| 19898/20000 [23:49:31<08:05, 4.76s/it] 99%|█████████▉| 19899/20000 [23:49:35<07:36, 4.52s/it] 100%|█████████▉| 19900/20000 [23:49:38<07:09, 4.30s/it] 100%|█████████▉| 19901/20000 [23:49:42<06:46, 4.11s/it] 100%|█████████▉| 19902/20000 [23:49:46<06:26, 3.94s/it] 100%|█████████▉| 19903/20000 [23:49:49<06:12, 3.84s/it] 100%|█████████▉| 19904/20000 [23:49:53<05:57, 3.73s/it] 100%|█████████▉| 19905/20000 [23:49:56<05:36, 3.54s/it] 100%|█████████▉| 19906/20000 [23:49:59<05:17, 3.37s/it] 100%|█████████▉| 19907/20000 [23:50:01<04:56, 3.19s/it] 100%|█████████▉| 19908/20000 [23:50:04<04:34, 2.98s/it] 100%|█████████▉| 19909/20000 [23:50:06<04:05, 2.69s/it] 100%|█████████▉| 19910/20000 [23:50:15<06:40, 4.45s/it] 100%|█████████▉| 19911/20000 [23:50:21<07:31, 5.08s/it] 100%|█████████▉| 19912/20000 [23:50:27<07:51, 5.36s/it] 100%|█████████▉| 19913/20000 [23:50:33<07:49, 5.40s/it] 100%|█████████▉| 19914/20000 [23:50:38<07:34, 5.28s/it] 100%|█████████▉| 19915/20000 [23:50:43<07:21, 5.19s/it] 100%|█████████▉| 19916/20000 [23:50:47<06:57, 4.97s/it] 100%|█████████▉| 19917/20000 [23:50:51<06:37, 4.79s/it] 100%|█████████▉| 19918/20000 [23:50:56<06:16, 4.59s/it] 100%|█████████▉| 19919/20000 [23:51:00<05:56, 4.40s/it] 100%|█████████▉| 19920/20000 [23:51:03<05:41, 4.27s/it] 100%|█████████▉| 19921/20000 [23:51:07<05:27, 4.14s/it] 100%|█████████▉| 19922/20000 [23:51:11<05:06, 3.92s/it] 100%|█████████▉| 19923/20000 [23:51:14<04:55, 3.84s/it] 100%|█████████▉| 19924/20000 [23:51:18<04:40, 3.69s/it] 100%|█████████▉| 19925/20000 [23:51:21<04:24, 3.52s/it] 100%|█████████▉| 19926/20000 [23:51:24<04:08, 3.36s/it] 100%|█████████▉| 19927/20000 [23:51:26<03:48, 3.14s/it] 100%|█████████▉| 19928/20000 [23:51:28<03:22, 2.81s/it] 100%|█████████▉| 19929/20000 [23:51:38<05:45, 4.87s/it] 100%|█████████▉| 19930/20000 [23:51:45<06:25, 5.51s/it] 100%|█████████▉| 19931/20000 [23:51:51<06:27, 5.61s/it] 100%|█████████▉| 19932/20000 [23:51:56<06:17, 5.55s/it] 100%|█████████▉| 19933/20000 [23:52:02<06:02, 5.41s/it] 100%|█████████▉| 19934/20000 [23:52:06<05:47, 5.26s/it] 100%|█████████▉| 19935/20000 [23:52:11<05:27, 5.04s/it] 100%|█████████▉| 19936/20000 [23:52:15<05:10, 4.85s/it] 100%|█████████▉| 19937/20000 [23:52:20<04:54, 4.67s/it] 100%|█████████▉| 19938/20000 [23:52:24<04:37, 4.47s/it] 100%|█████████▉| 19939/20000 [23:52:28<04:23, 4.32s/it] 100%|█████████▉| 19940/20000 [23:52:31<04:09, 4.15s/it] 100%|█████████▉| 19941/20000 [23:52:35<03:56, 4.00s/it] 100%|█████████▉| 19942/20000 [23:52:38<03:43, 3.85s/it] 100%|█████████▉| 19943/20000 [23:52:42<03:30, 3.69s/it] 100%|█████████▉| 19944/20000 [23:52:45<03:16, 3.51s/it] 100%|█████████▉| 19945/20000 [23:52:48<03:03, 3.33s/it] 100%|█████████▉| 19946/20000 [23:52:50<02:49, 3.13s/it] 100%|█████████▉| 19947/20000 [23:52:52<02:27, 2.78s/it] 100%|█████████▉| 19948/20000 [23:53:01<04:02, 4.66s/it] 100%|█████████▉| 19949/20000 [23:53:08<04:24, 5.18s/it] 100%|█████████▉| 19950/20000 [23:53:13<04:25, 5.31s/it] 100%|█████████▉| 19951/20000 [23:53:19<04:17, 5.26s/it] 100%|█████████▉| 19952/20000 [23:53:24<04:07, 5.16s/it] 100%|█████████▉| 19953/20000 [23:53:28<03:56, 5.03s/it] 100%|█████████▉| 19954/20000 [23:53:33<03:44, 4.88s/it] 100%|█████████▉| 19955/20000 [23:53:37<03:30, 4.68s/it] 100%|█████████▉| 19956/20000 [23:53:41<03:17, 4.49s/it] 100%|█████████▉| 19957/20000 [23:53:45<03:09, 4.42s/it] 100%|█████████▉| 19958/20000 [23:53:49<02:56, 4.19s/it] 100%|█████████▉| 19959/20000 [23:53:53<02:44, 4.02s/it] 100%|█████████▉| 19960/20000 [23:53:56<02:34, 3.87s/it] 100%|█████████▉| 19961/20000 [23:54:00<02:25, 3.74s/it] 100%|█████████▉| 19962/20000 [23:54:03<02:16, 3.58s/it] 100%|█████████▉| 19963/20000 [23:54:06<02:06, 3.42s/it] 100%|█████████▉| 19964/20000 [23:54:09<01:56, 3.24s/it] 100%|█████████▉| 19965/20000 [23:54:11<01:46, 3.04s/it] 100%|█████████▉| 19966/20000 [23:54:13<01:31, 2.69s/it] 100%|█████████▉| 19967/20000 [23:54:19<02:00, 3.66s/it] 100%|█████████▉| 19968/20000 [23:54:22<01:50, 3.44s/it] 100%|█████████▉| 19969/20000 [23:54:32<02:49, 5.47s/it] 100%|█████████▉| 19970/20000 [23:54:39<02:52, 5.76s/it] 100%|█████████▉| 19971/20000 [23:54:44<02:46, 5.76s/it] 100%|█████████▉| 19972/20000 [23:54:50<02:37, 5.64s/it] 100%|█████████▉| 19973/20000 [23:54:55<02:26, 5.41s/it] 100%|█████████▉| 19974/20000 [23:54:59<02:14, 5.16s/it] 100%|█████████▉| 19975/20000 [23:55:03<02:02, 4.90s/it] 100%|█████████▉| 19976/20000 [23:55:08<01:52, 4.67s/it] 100%|█████████▉| 19977/20000 [23:55:11<01:42, 4.45s/it] 100%|█████████▉| 19978/20000 [23:55:15<01:33, 4.26s/it] 100%|█████████▉| 19979/20000 [23:55:19<01:25, 4.07s/it] 100%|█████████▉| 19980/20000 [23:55:22<01:17, 3.89s/it] 100%|█████████▉| 19981/20000 [23:55:26<01:11, 3.77s/it] 100%|█████████▉| 19982/20000 [23:55:29<01:06, 3.67s/it] 100%|█████████▉| 19983/20000 [23:55:32<00:59, 3.49s/it] 100%|█████████▉| 19984/20000 [23:55:35<00:53, 3.32s/it] 100%|█████████▉| 19985/20000 [23:55:38<00:47, 3.18s/it] 100%|█████████▉| 19986/20000 [23:55:41<00:41, 2.99s/it] 100%|█████████▉| 19987/20000 [23:55:43<00:34, 2.65s/it] 100%|█████████▉| 19988/20000 [23:55:51<00:53, 4.46s/it] 100%|█████████▉| 19989/20000 [23:55:58<00:55, 5.03s/it] 100%|█████████▉| 19990/20000 [23:56:03<00:51, 5.19s/it] 100%|█████████▉| 19991/20000 [23:56:08<00:46, 5.18s/it] 100%|█████████▉| 19992/20000 [23:56:13<00:40, 5.09s/it] 100%|█████████▉| 19993/20000 [23:56:18<00:34, 4.96s/it] 100%|█████████▉| 19994/20000 [23:56:22<00:28, 4.76s/it] 100%|█████████▉| 19995/20000 [23:56:26<00:23, 4.60s/it] 100%|█████████▉| 19996/20000 [23:56:30<00:17, 4.40s/it] 100%|█████████▉| 19997/20000 [23:56:34<00:12, 4.18s/it] 100%|█████████▉| 19998/20000 [23:56:38<00:08, 4.03s/it] 100%|█████████▉| 19999/20000 [23:56:41<00:03, 3.89s/it] 100%|██████████| 20000/20000 [23:56:45<00:00, 3.76s/it] 100%|██████████| 20000/20000 [23:56:45<00:00, 3.76s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 {'eval_loss': 0.0980001762509346, 'eval_wer': 0.07341603898980949, 'eval_runtime': 66.2994, 'eval_samples_per_second': 28.009, 'eval_steps_per_second': 1.176, 'epoch': 250.0} {'loss': 0.0008, 'learning_rate': 1.282051282051282e-07, 'epoch': 256.41} 0%| | 0/78 [00:00<?, ?it/s][A 3%|▎ | 2/78 [00:00<00:26, 2.85it/s][A 4%|▍ | 3/78 [00:01<00:35, 2.09it/s][A 5%|▌ | 4/78 [00:02<00:40, 1.82it/s][A 6%|▋ | 5/78 [00:02<00:44, 1.63it/s][A 8%|▊ | 6/78 [00:03<00:50, 1.41it/s][A 9%|▉ | 7/78 [00:04<00:56, 1.27it/s][A 10%|█ | 8/78 [00:05<00:59, 1.17it/s][A 12%|█▏ | 9/78 [00:06<01:01, 1.12it/s][A 13%|█▎ | 10/78 [00:07<00:59, 1.14it/s][A 14%|█▍ | 11/78 [00:08<00:56, 1.18it/s][A 15%|█▌ | 12/78 [00:08<00:53, 1.23it/s][A 17%|█▋ | 13/78 [00:09<00:50, 1.28it/s][A 18%|█▊ | 14/78 [00:10<00:51, 1.23it/s][A 19%|█▉ | 15/78 [00:11<00:53, 1.19it/s][A 21%|██ | 16/78 [00:12<00:54, 1.13it/s][A 22%|██▏ | 17/78 [00:13<00:53, 1.14it/s][A 23%|██▎ | 18/78 [00:14<00:57, 1.05it/s][A 24%|██▍ | 19/78 [00:15<00:54, 1.08it/s][A 26%|██▌ | 20/78 [00:15<00:49, 1.18it/s][A 27%|██▋ | 21/78 [00:16<00:49, 1.15it/s][A 28%|██▊ | 22/78 [00:17<00:45, 1.22it/s][A 29%|██▉ | 23/78 [00:18<00:44, 1.25it/s][A 31%|███ | 24/78 [00:19<00:44, 1.21it/s][A 32%|███▏ | 25/78 [00:19<00:41, 1.27it/s][A 33%|███▎ | 26/78 [00:20<00:39, 1.32it/s][A 35%|███▍ | 27/78 [00:21<00:38, 1.34it/s][A 36%|███▌ | 28/78 [00:22<00:38, 1.30it/s][A 37%|███▋ | 29/78 [00:22<00:35, 1.37it/s][A 38%|███▊ | 30/78 [00:23<00:37, 1.28it/s][A 40%|███▉ | 31/78 [00:24<00:35, 1.33it/s][A 41%|████ | 32/78 [00:25<00:34, 1.34it/s][A 42%|████▏ | 33/78 [00:25<00:32, 1.37it/s][A 44%|████▎ | 34/78 [00:26<00:31, 1.41it/s][A 45%|████▍ | 35/78 [00:27<00:29, 1.45it/s][A 46%|████▌ | 36/78 [00:27<00:29, 1.44it/s][A 47%|████▋ | 37/78 [00:28<00:30, 1.34it/s][A 49%|████▊ | 38/78 [00:29<00:30, 1.32it/s][A 50%|█████ | 39/78 [00:30<00:32, 1.18it/s][A 51%|█████▏ | 40/78 [00:31<00:32, 1.17it/s][A 53%|█████▎ | 41/78 [00:32<00:34, 1.06it/s][A 54%|█████▍ | 42/78 [00:33<00:32, 1.11it/s][A 55%|█████▌ | 43/78 [00:34<00:31, 1.10it/s][A 56%|█████▋ | 44/78 [00:35<00:30, 1.11it/s][A 58%|█████▊ | 45/78 [00:35<00:28, 1.15it/s][A 59%|█████▉ | 46/78 [00:37<00:32, 1.00s/it][A 60%|██████ | 47/78 [00:37<00:28, 1.10it/s][A 62%|██████▏ | 48/78 [00:38<00:25, 1.17it/s][A 63%|██████▎ | 49/78 [00:39<00:22, 1.27it/s][A 64%|██████▍ | 50/78 [00:40<00:21, 1.29it/s][A 65%|██████▌ | 51/78 [00:40<00:19, 1.38it/s][A 67%|██████▋ | 52/78 [00:41<00:18, 1.40it/s][A 68%|██████▊ | 53/78 [00:42<00:17, 1.41it/s][A 69%|██████▉ | 54/78 [00:42<00:17, 1.33it/s][A 71%|███████ | 55/78 [00:43<00:17, 1.30it/s][A 72%|███████▏ | 56/78 [00:44<00:17, 1.29it/s][A 73%|███████▎ | 57/78 [00:45<00:19, 1.08it/s][A 74%|███████▍ | 58/78 [00:46<00:18, 1.09it/s][A 76%|███████▌ | 59/78 [00:47<00:17, 1.07it/s][A 77%|███████▋ | 60/78 [00:48<00:16, 1.12it/s][A 78%|███████▊ | 61/78 [00:49<00:14, 1.15it/s][A 79%|███████▉ | 62/78 [00:50<00:13, 1.17it/s][A 81%|████████ | 63/78 [00:50<00:12, 1.18it/s][A 82%|████████▏ | 64/78 [00:51<00:11, 1.17it/s][A 83%|████████▎ | 65/78 [00:52<00:11, 1.18it/s][A 85%|████████▍ | 66/78 [00:53<00:09, 1.21it/s][A 86%|████████▌ | 67/78 [00:54<00:09, 1.21it/s][A 87%|████████▋ | 68/78 [00:55<00:08, 1.22it/s][A 88%|████████▊ | 69/78 [00:55<00:07, 1.24it/s][A 90%|████████▉ | 70/78 [00:56<00:06, 1.17it/s][A 91%|█████████ | 71/78 [00:57<00:05, 1.22it/s][A 92%|█████████▏| 72/78 [00:58<00:04, 1.23it/s][A 94%|█████████▎| 73/78 [00:59<00:04, 1.19it/s][A 95%|█████████▍| 74/78 [01:00<00:03, 1.18it/s][A 96%|█████████▌| 75/78 [01:00<00:02, 1.18it/s][A 97%|█████████▋| 76/78 [01:01<00:01, 1.18it/s][A 99%|█████████▊| 77/78 [01:02<00:00, 1.23it/s][A 100%|██████████| 78/78 [01:02<00:00, 1.53it/s][A [A 100%|██████████| 20000/20000 [23:57:50<00:00, 3.76s/it] 100%|██████████| 78/78 [01:04<00:00, 1.53it/s][A [ASaving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-20000 Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-20000/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-20000/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-20000/preprocessor_config.json Deleting older checkpoint [experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/checkpoint-19500] due to args.save_total_limit Training completed. Do not forget to share your model on huggingface.co/models =) 100%|██████████| 20000/20000 [23:58:01<00:00, 3.76s/it] 100%|██████████| 20000/20000 [23:58:01<00:00, 4.31s/it] Saving model checkpoint to experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl Configuration saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/config.json Model weights saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/pytorch_model.bin Feature extractor saved in experiments/results/robust_model/wav2vec2-xls-r-300m/atcosim_corpus/0.0ld_0.05ad_0.05attd_0.0fpd_0.03mtp_10mtl_0.0mfp_10mfl/preprocessor_config.json {'eval_loss': 0.09882301837205887, 'eval_wer': 0.07359326539654408, 'eval_runtime': 65.0891, 'eval_samples_per_second': 28.53, 'eval_steps_per_second': 1.198, 'epoch': 256.41} {'train_runtime': 86281.9422, 'train_samples_per_second': 22.253, 'train_steps_per_second': 0.232, 'train_loss': 0.06207249406576157, 'epoch': 256.41} ***** train metrics ***** epoch = 256.41 train_loss = 0.0621 train_runtime = 23:58:01.94 train_samples = 7480 train_samples_per_second = 22.253 train_steps_per_second = 0.232 11/11/2022 15:59:58 - INFO - __main__ - *** Evaluate *** The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length. If input_length are not expected by `Wav2Vec2ForCTC.forward`, you can safely ignore this message. ***** Running Evaluation ***** Num examples = 1857 Batch size = 24 0%| | 0/78 [00:00<?, ?it/s] 3%|▎ | 2/78 [00:00<00:24, 3.05it/s] 4%|▍ | 3/78 [00:01<00:33, 2.21it/s] 5%|▌ | 4/78 [00:01<00:38, 1.93it/s] 6%|▋ | 5/78 [00:02<00:42, 1.71it/s] 8%|▊ | 6/78 [00:03<00:48, 1.49it/s] 9%|▉ | 7/78 [00:04<00:53, 1.31it/s] 10%|█ | 8/78 [00:05<00:58, 1.20it/s] 12%|█▏ | 9/78 [00:06<01:00, 1.13it/s] 13%|█▎ | 10/78 [00:07<00:59, 1.14it/s] 14%|█▍ | 11/78 [00:08<00:56, 1.18it/s] 15%|█▌ | 12/78 [00:08<00:53, 1.23it/s] 17%|█▋ | 13/78 [00:09<00:50, 1.30it/s] 18%|█▊ | 14/78 [00:10<00:51, 1.25it/s] 19%|█▉ | 15/78 [00:11<00:52, 1.20it/s] 21%|██ | 16/78 [00:12<00:54, 1.14it/s] 22%|██▏ | 17/78 [00:13<00:53, 1.15it/s] 23%|██▎ | 18/78 [00:14<00:56, 1.07it/s] 24%|██▍ | 19/78 [00:15<00:54, 1.09it/s] 26%|██▌ | 20/78 [00:15<00:48, 1.18it/s] 27%|██▋ | 21/78 [00:16<00:49, 1.15it/s] 28%|██▊ | 22/78 [00:17<00:46, 1.21it/s] 29%|██▉ | 23/78 [00:18<00:44, 1.25it/s] 31%|███ | 24/78 [00:18<00:43, 1.24it/s] 32%|███▏ | 25/78 [00:19<00:41, 1.28it/s] 33%|███▎ | 26/78 [00:20<00:39, 1.32it/s] 35%|███▍ | 27/78 [00:21<00:37, 1.34it/s] 36%|███▌ | 28/78 [00:21<00:38, 1.30it/s] 37%|███▋ | 29/78 [00:22<00:35, 1.37it/s] 38%|███▊ | 30/78 [00:23<00:38, 1.25it/s] 40%|███▉ | 31/78 [00:24<00:36, 1.30it/s] 41%|████ | 32/78 [00:24<00:35, 1.31it/s] 42%|████▏ | 33/78 [00:25<00:33, 1.33it/s] 44%|████▎ | 34/78 [00:26<00:32, 1.37it/s] 45%|████▍ | 35/78 [00:27<00:31, 1.38it/s] 46%|████▌ | 36/78 [00:27<00:30, 1.38it/s] 47%|████▋ | 37/78 [00:28<00:31, 1.32it/s] 49%|████▊ | 38/78 [00:29<00:31, 1.28it/s] 50%|█████ | 39/78 [00:30<00:34, 1.13it/s] 51%|█████▏ | 40/78 [00:31<00:34, 1.10it/s] 53%|█████▎ | 41/78 [00:32<00:36, 1.01it/s] 54%|█████▍ | 42/78 [00:33<00:35, 1.03it/s] 55%|█████▌ | 43/78 [00:34<00:34, 1.02it/s] 56%|█████▋ | 44/78 [00:35<00:33, 1.02it/s] 58%|█████▊ | 45/78 [00:36<00:31, 1.05it/s] 59%|█████▉ | 46/78 [00:38<00:35, 1.12s/it] 60%|██████ | 47/78 [00:38<00:31, 1.01s/it] 62%|██████▏ | 48/78 [00:39<00:28, 1.05it/s] 63%|██████▎ | 49/78 [00:40<00:25, 1.15it/s] 64%|██████▍ | 50/78 [00:41<00:23, 1.17it/s] 65%|██████▌ | 51/78 [00:41<00:21, 1.24it/s] 67%|██████▋ | 52/78 [00:42<00:20, 1.28it/s] 68%|██████▊ | 53/78 [00:43<00:19, 1.30it/s] 69%|██████▉ | 54/78 [00:44<00:19, 1.24it/s] 71%|███████ | 55/78 [00:45<00:19, 1.21it/s] 72%|███████▏ | 56/78 [00:45<00:18, 1.21it/s] 73%|███████▎ | 57/78 [00:47<00:20, 1.03it/s] 74%|███████▍ | 58/78 [00:48<00:19, 1.04it/s] 76%|███████▌ | 59/78 [00:49<00:19, 1.01s/it] 77%|███████▋ | 60/78 [00:50<00:17, 1.06it/s] 78%|███████▊ | 61/78 [00:50<00:15, 1.09it/s] 79%|███████▉ | 62/78 [00:51<00:14, 1.07it/s] 81%|████████ | 63/78 [00:52<00:13, 1.09it/s] 82%|████████▏ | 64/78 [00:53<00:12, 1.10it/s] 83%|████████▎ | 65/78 [00:54<00:11, 1.13it/s] 85%|████████▍ | 66/78 [00:55<00:10, 1.16it/s] 86%|████████▌ | 67/78 [00:56<00:09, 1.14it/s] 87%|████████▋ | 68/78 [00:57<00:08, 1.12it/s] 88%|████████▊ | 69/78 [00:57<00:07, 1.16it/s] 90%|████████▉ | 70/78 [00:58<00:07, 1.12it/s] 91%|█████████ | 71/78 [00:59<00:05, 1.19it/s] 92%|█████████▏| 72/78 [01:00<00:04, 1.20it/s] 94%|█████████▎| 73/78 [01:01<00:04, 1.19it/s] 95%|█████████▍| 74/78 [01:02<00:03, 1.19it/s] 96%|█████████▌| 75/78 [01:02<00:02, 1.20it/s] 97%|█████████▋| 76/78 [01:03<00:01, 1.20it/s] 99%|█████████▊| 77/78 [01:04<00:00, 1.26it/s] 100%|██████████| 78/78 [01:04<00:00, 1.57it/s] 100%|██████████| 78/78 [01:06<00:00, 1.18it/s] Dropping the following result as it does not have all the necessary fields: {'metrics': [{'name': 'Wer', 'type': 'wer', 'value': 0.07359326539654408}]} ***** eval metrics ***** epoch = 256.41 eval_loss = 0.0988 eval_runtime = 0:01:06.97 eval_samples = 1857 eval_samples_per_second = 27.726 eval_steps_per_second = 1.165 eval_wer = 0.0736 # Accounting: time=86678 threads=1 # Finished at Fri 11 Nov 16:01:07 CET 2022 with status 0