# Running on vgni018
# Started at Mon 28 Nov 08:07:46 CET 2022
# python3 src/run_speech_recognition_ctc.py --report_to=none --run_name=experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/ --preprocessing_num_workers=5 --model_name_or_path=facebook/wav2vec2-xls-r-300m --dataset_name=experiments/data/uwb_atcc/train --min_duration_in_seconds=0.2 --max_duration_in_seconds=20 --eval_dataset_name=experiments/data/uwb_atcc/test --train_split_name=train --output_dir=experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/ --num_train_epochs=50 --per_device_train_batch_size=24 --per_device_eval_batch_size=12 --gradient_accumulation_steps=1 --learning_rate=1e-4 --weight_decay=0.001 --warmup_steps=1000 --evaluation_strategy=steps --text_column_name=text --audio_column_name=audio --length_column_name=input_length '--chars_to_ignore=, ? . ! \; \: " “ % ‘ ” � — ’ … –' --save_steps=1000 --eval_steps=500 --logging_steps=1000 --layerdrop=0.0 --activation_dropout=0.0 --attention_dropout=0.0 --save_total_limit=1 --feat_proj_dropout=0.05 --mask_time_prob=0.075 --mask_time_length=12 --mask_feature_prob=0.0 --mask_feature_length=12 --gradient_checkpointing --freeze_feature_encoder --fp16 --group_by_length --do_train --do_eval --max_steps 10000 --overwrite_output_dir --freeze_feature_encoder 
11/28/2022 08:07:57 - WARNING - __main__ - Process rank: -1, device: cuda:0, n_gpu: 1distributed training: False, 16-bits training: True
11/28/2022 08:07:57 - 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=1,
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=0.0001,
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/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/runs/Nov28_08-07-57_vgni018,
logging_first_step=False,
logging_nan_inf_filter=True,
logging_steps=1000,
logging_strategy=steps,
lr_scheduler_type=linear,
max_grad_norm=1.0,
max_steps=10000,
metric_for_best_model=None,
mp_parameters=,
no_cuda=False,
num_train_epochs=50.0,
optim=adamw_hf,
output_dir=experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/,
overwrite_output_dir=True,
past_index=-1,
per_device_eval_batch_size=12,
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/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/,
save_on_each_node=False,
save_steps=1000,
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=1000,
weight_decay=0.001,
xpu_backend=None,
)
11/28/2022 08:07:58 - WARNING - datasets.builder - Using custom data configuration train-755c6b8b7f9b046c
11/28/2022 08:07:58 - WARNING - datasets.builder - Found cached dataset atc_data_loader (/remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//train/atc_data_loader/train-755c6b8b7f9b046c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4)
11/28/2022 08:07:58 - WARNING - datasets.builder - Using custom data configuration test-085e5dd7a4b8bb1c
11/28/2022 08:07:58 - WARNING - datasets.builder - Found cached dataset atc_data_loader (/remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//test/atc_data_loader/test-085e5dd7a4b8bb1c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4)
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
}


  0%|          | 0/1 [00:00<?, ?ba/s]
  0%|          | 0/1 [00:03<?, ?ba/s]

  0%|          | 0/1 [00:00<?, ?ba/s]
  0%|          | 0/1 [00:00<?, ?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: ['quantizer.codevectors', 'quantizer.weight_proj.bias', 'project_hid.bias', 'quantizer.weight_proj.weight', 'project_q.bias', 'project_hid.weight', 'project_q.weight']
- 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.
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//train/atc_data_loader/train-755c6b8b7f9b046c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-9b890c5362de4b79.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//train/atc_data_loader/train-755c6b8b7f9b046c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-45edff9896a18d02.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//train/atc_data_loader/train-755c6b8b7f9b046c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-3591d16b2ac9ec81.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//train/atc_data_loader/train-755c6b8b7f9b046c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-ca1fa8341e32a358.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//train/atc_data_loader/train-755c6b8b7f9b046c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-b3669e2fc33aeb26.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//test/atc_data_loader/test-085e5dd7a4b8bb1c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-48ac523ddbd0545d.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//test/atc_data_loader/test-085e5dd7a4b8bb1c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-d6c954d109239c90.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//test/atc_data_loader/test-085e5dd7a4b8bb1c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-e922d97a77a50dbe.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//test/atc_data_loader/test-085e5dd7a4b8bb1c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-1fdad6abbee63c6f.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//test/atc_data_loader/test-085e5dd7a4b8bb1c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-0a5397675a9ee173.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//train/atc_data_loader/train-755c6b8b7f9b046c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-8342e0dda42dd666_00000_of_00005.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//train/atc_data_loader/train-755c6b8b7f9b046c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-8342e0dda42dd666_00001_of_00005.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//train/atc_data_loader/train-755c6b8b7f9b046c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-8342e0dda42dd666_00002_of_00005.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//train/atc_data_loader/train-755c6b8b7f9b046c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-8342e0dda42dd666_00003_of_00005.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//train/atc_data_loader/train-755c6b8b7f9b046c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-8342e0dda42dd666_00004_of_00005.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//test/atc_data_loader/test-085e5dd7a4b8bb1c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-6e14fd413002ed85_00000_of_00005.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//test/atc_data_loader/test-085e5dd7a4b8bb1c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-6e14fd413002ed85_00001_of_00005.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//test/atc_data_loader/test-085e5dd7a4b8bb1c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-6e14fd413002ed85_00002_of_00005.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//test/atc_data_loader/test-085e5dd7a4b8bb1c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-6e14fd413002ed85_00003_of_00005.arrow
11/28/2022 08:08:11 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /remote/idiap.svm/temp.speech01/jzuluaga/experiments/journal/asr/github/w2v2-air-traffic/.cache/experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc//test/atc_data_loader/test-085e5dd7a4b8bb1c/0.0.0/f2633cc53c6abe32cddd4152eebde1a4e3c9953e1446e190b8d9a13330cddaa4/cache-6e14fd413002ed85_00004_of_00005.arrow
Feature extractor saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/preprocessor_config.json
tokenizer config file saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/tokenizer_config.json
Special tokens file saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/special_tokens_map.json
added tokens file saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/added_tokens.json
Configuration saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/config.json
loading configuration file experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/preprocessor_config.json
loading configuration file experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/config.json
Model config Wav2Vec2Config {
  "_name_or_path": "experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/",
  "activation_dropout": 0.0,
  "adapter_kernel_size": 3,
  "adapter_stride": 2,
  "add_adapter": false,
  "apply_spec_augment": true,
  "architectures": [
    "Wav2Vec2ForPreTraining"
  ],
  "attention_dropout": 0.0,
  "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": 0.05,
  "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": 12,
  "mask_feature_min_masks": 0,
  "mask_feature_prob": 0.0,
  "mask_time_length": 12,
  "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": 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/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/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/user/jzuluaga/miniconda3/envs/w2v2/lib/python3.10/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 = 11291
  Num Epochs = 22
  Instantaneous batch size per device = 24
  Total train batch size (w. parallel, distributed & accumulation) = 24
  Gradient Accumulation steps = 1
  Total optimization steps = 10000
  Number of trainable parameters = 311260319

  0%|          | 0/10000 [00:00<?, ?it/s]
  0%|          | 1/10000 [00:07<20:58:12,  7.55s/it]
  0%|          | 2/10000 [00:10<12:48:56,  4.61s/it]
  0%|          | 3/10000 [00:12<9:48:49,  3.53s/it] 
  0%|          | 4/10000 [00:14<8:12:56,  2.96s/it]
  0%|          | 5/10000 [00:16<7:21:41,  2.65s/it]
  0%|          | 6/10000 [00:18<6:39:28,  2.40s/it]
  0%|          | 7/10000 [00:20<6:14:11,  2.25s/it]
  0%|          | 8/10000 [00:22<5:53:54,  2.13s/it]
  0%|          | 9/10000 [00:24<5:38:39,  2.03s/it]
  0%|          | 10/10000 [00:25<5:26:34,  1.96s/it]
  0%|          | 11/10000 [00:27<5:10:34,  1.87s/it]
  0%|          | 12/10000 [00:29<4:59:48,  1.80s/it]
  0%|          | 13/10000 [00:30<4:50:03,  1.74s/it]
  0%|          | 14/10000 [00:32<4:54:20,  1.77s/it]
  0%|          | 15/10000 [00:34<4:43:49,  1.71s/it]
  0%|          | 16/10000 [00:35<4:34:31,  1.65s/it]
  0%|          | 17/10000 [00:37<4:30:37,  1.63s/it]
  0%|          | 18/10000 [00:38<4:21:39,  1.57s/it]
  0%|          | 19/10000 [00:40<4:12:06,  1.52s/it]
  0%|          | 20/10000 [00:41<4:03:56,  1.47s/it]
  0%|          | 21/10000 [00:42<3:55:39,  1.42s/it]
  0%|          | 22/10000 [00:44<3:47:30,  1.37s/it]
  0%|          | 23/10000 [00:45<4:05:04,  1.47s/it]
  0%|          | 24/10000 [00:47<4:07:26,  1.49s/it]
  0%|          | 25/10000 [00:48<3:56:56,  1.43s/it]
  0%|          | 26/10000 [00:49<3:49:56,  1.38s/it]
  0%|          | 27/10000 [00:51<3:55:16,  1.42s/it]
  0%|          | 28/10000 [00:52<3:43:08,  1.34s/it]
  0%|          | 29/10000 [00:53<3:37:52,  1.31s/it]
  0%|          | 30/10000 [00:54<3:28:43,  1.26s/it]
  0%|          | 31/10000 [00:56<3:34:22,  1.29s/it]
  0%|          | 32/10000 [00:57<3:20:38,  1.21s/it]
  0%|          | 33/10000 [00:58<3:11:09,  1.15s/it]
  0%|          | 34/10000 [00:59<3:03:02,  1.10s/it]
  0%|          | 35/10000 [01:00<2:59:08,  1.08s/it]
  0%|          | 36/10000 [01:01<2:59:43,  1.08s/it]
  0%|          | 37/10000 [01:02<2:55:04,  1.05s/it]
  0%|          | 38/10000 [01:03<2:50:19,  1.03s/it]
  0%|          | 39/10000 [01:04<2:40:27,  1.03it/s]
  0%|          | 40/10000 [01:04<2:33:21,  1.08it/s]
  0%|          | 41/10000 [01:05<2:28:03,  1.12it/s]
  0%|          | 42/10000 [01:06<2:20:34,  1.18it/s]
  0%|          | 43/10000 [01:07<2:13:56,  1.24it/s]
  0%|          | 44/10000 [01:07<2:04:41,  1.33it/s]
  0%|          | 45/10000 [01:08<2:01:52,  1.36it/s]
  0%|          | 46/10000 [01:09<1:57:30,  1.41it/s]
  0%|          | 47/10000 [01:09<1:52:02,  1.48it/s]
  0%|          | 48/10000 [01:10<1:47:45,  1.54it/s]
  0%|          | 49/10000 [01:10<1:43:38,  1.60it/s]
  0%|          | 50/10000 [01:11<1:38:02,  1.69it/s]
  1%|          | 51/10000 [01:14<3:24:49,  1.24s/it]
  1%|          | 52/10000 [01:16<4:10:49,  1.51s/it]
  1%|          | 53/10000 [01:18<4:40:26,  1.69s/it]
  1%|          | 54/10000 [01:20<4:57:52,  1.80s/it]
  1%|          | 55/10000 [01:22<5:07:23,  1.85s/it]
  1%|          | 56/10000 [01:24<5:11:28,  1.88s/it]
  1%|          | 57/10000 [01:26<5:10:57,  1.88s/it]
  1%|          | 58/10000 [01:28<5:09:16,  1.87s/it]
  1%|          | 59/10000 [01:29<5:02:56,  1.83s/it]
  1%|          | 60/10000 [01:31<5:03:34,  1.83s/it]
  1%|          | 61/10000 [01:34<5:33:37,  2.01s/it]
  1%|          | 62/10000 [01:36<5:33:09,  2.01s/it]
  1%|          | 63/10000 [01:38<5:33:16,  2.01s/it]
  1%|          | 64/10000 [01:40<5:28:12,  1.98s/it]
  1%|          | 65/10000 [01:41<5:05:32,  1.85s/it]
  1%|          | 66/10000 [01:43<4:47:07,  1.73s/it]
  1%|          | 67/10000 [01:44<4:35:31,  1.66s/it]
  1%|          | 68/10000 [01:46<4:29:19,  1.63s/it]
  1%|          | 69/10000 [01:47<4:20:54,  1.58s/it]
  1%|          | 70/10000 [01:49<4:12:48,  1.53s/it]
  1%|          | 71/10000 [01:50<4:05:02,  1.48s/it]
  1%|          | 72/10000 [01:51<4:05:45,  1.49s/it]
  1%|          | 73/10000 [01:53<3:50:28,  1.39s/it]
  1%|          | 74/10000 [01:54<3:42:04,  1.34s/it]
  1%|          | 75/10000 [01:55<3:32:10,  1.28s/it]
  1%|          | 76/10000 [01:56<3:25:14,  1.24s/it]
  1%|          | 77/10000 [01:57<3:19:52,  1.21s/it]
  1%|          | 78/10000 [01:58<3:21:35,  1.22s/it]
  1%|          | 79/10000 [02:02<4:57:05,  1.80s/it]
  1%|          | 80/10000 [02:04<5:41:19,  2.06s/it]
  1%|          | 81/10000 [02:06<5:21:13,  1.94s/it]
  1%|          | 82/10000 [02:08<5:09:29,  1.87s/it]
  1%|          | 83/10000 [02:09<4:49:57,  1.75s/it]
  1%|          | 84/10000 [02:11<4:59:06,  1.81s/it]
  1%|          | 85/10000 [02:12<4:19:38,  1.57s/it]
  1%|          | 86/10000 [02:13<4:01:56,  1.46s/it]
  1%|          | 87/10000 [02:15<3:50:04,  1.39s/it]
  1%|          | 88/10000 [02:16<3:39:57,  1.33s/it]
  1%|          | 89/10000 [02:17<3:20:15,  1.21s/it]
  1%|          | 90/10000 [02:17<2:57:33,  1.08s/it]
  1%|          | 91/10000 [02:19<3:05:48,  1.13s/it]
  1%|          | 92/10000 [02:19<2:45:30,  1.00s/it]
  1%|          | 93/10000 [02:20<2:26:01,  1.13it/s]
  1%|          | 94/10000 [02:21<2:14:20,  1.23it/s]
  1%|          | 95/10000 [02:21<2:07:08,  1.30it/s]
  1%|          | 96/10000 [02:22<1:50:04,  1.50it/s]
  1%|          | 97/10000 [02:22<1:39:12,  1.66it/s]
  1%|          | 98/10000 [02:23<1:47:00,  1.54it/s]
  1%|          | 99/10000 [02:24<1:52:14,  1.47it/s]
  1%|          | 100/10000 [02:24<1:55:49,  1.42it/s]
  1%|          | 101/10000 [02:28<3:55:58,  1.43s/it]
  1%|          | 102/10000 [02:30<4:44:56,  1.73s/it]
  1%|          | 103/10000 [02:33<5:54:52,  2.15s/it]
  1%|          | 104/10000 [02:35<6:04:42,  2.21s/it]
  1%|          | 105/10000 [02:37<5:46:39,  2.10s/it]
  1%|          | 106/10000 [02:39<5:27:30,  1.99s/it]
  1%|          | 107/10000 [02:41<5:28:35,  1.99s/it]
  1%|          | 108/10000 [02:43<5:11:33,  1.89s/it]
  1%|          | 109/10000 [02:45<5:14:59,  1.91s/it]
  1%|          | 110/10000 [02:46<5:11:42,  1.89s/it]
  1%|          | 111/10000 [02:48<5:09:08,  1.88s/it]
  1%|          | 112/10000 [02:50<5:00:37,  1.82s/it]
  1%|          | 113/10000 [02:52<4:45:59,  1.74s/it]
  1%|          | 114/10000 [02:53<4:28:33,  1.63s/it]
  1%|          | 115/10000 [02:55<4:34:35,  1.67s/it]
  1%|          | 116/10000 [02:56<4:21:26,  1.59s/it]
  1%|          | 117/10000 [02:57<4:08:42,  1.51s/it]
  1%|          | 118/10000 [02:59<3:58:34,  1.45s/it]
  1%|          | 119/10000 [03:00<3:55:42,  1.43s/it]
  1%|          | 120/10000 [03:01<3:44:42,  1.36s/it]
  1%|          | 121/10000 [03:03<3:35:52,  1.31s/it]
  1%|          | 122/10000 [03:04<3:27:22,  1.26s/it]
  1%|          | 123/10000 [03:05<3:20:05,  1.22s/it]
  1%|          | 124/10000 [03:06<3:11:17,  1.16s/it]
  1%|▏         | 125/10000 [03:07<3:09:45,  1.15s/it]
  1%|▏         | 126/10000 [03:08<3:03:00,  1.11s/it]
  1%|▏         | 127/10000 [03:09<2:57:51,  1.08s/it]
  1%|▏         | 128/10000 [03:10<2:55:19,  1.07s/it]
  1%|▏         | 129/10000 [03:11<2:52:12,  1.05s/it]
  1%|▏         | 130/10000 [03:12<2:48:23,  1.02s/it]
  1%|▏         | 131/10000 [03:13<2:46:39,  1.01s/it]
  1%|▏         | 132/10000 [03:14<2:38:25,  1.04it/s]
  1%|▏         | 133/10000 [03:15<2:36:26,  1.05it/s]
  1%|▏         | 134/10000 [03:16<2:29:22,  1.10it/s]
  1%|▏         | 135/10000 [03:16<2:27:33,  1.11it/s]
  1%|▏         | 136/10000 [03:17<2:23:55,  1.14it/s]
  1%|▏         | 137/10000 [03:18<2:25:04,  1.13it/s]
  1%|▏         | 138/10000 [03:19<2:16:37,  1.20it/s]
  1%|▏         | 139/10000 [03:20<2:11:37,  1.25it/s]
  1%|▏         | 140/10000 [03:20<2:05:20,  1.31it/s]
  1%|▏         | 141/10000 [03:21<1:59:13,  1.38it/s]
  1%|▏         | 142/10000 [03:21<1:52:38,  1.46it/s]
  1%|▏         | 143/10000 [03:22<1:47:09,  1.53it/s]
  1%|▏         | 144/10000 [03:23<1:38:25,  1.67it/s]
  1%|▏         | 145/10000 [03:23<1:36:26,  1.70it/s]
  1%|▏         | 146/10000 [03:24<1:29:36,  1.83it/s]
  1%|▏         | 147/10000 [03:24<1:23:41,  1.96it/s]
  1%|▏         | 148/10000 [03:24<1:14:13,  2.21it/s]
  1%|▏         | 149/10000 [03:25<1:09:52,  2.35it/s]
  2%|▏         | 150/10000 [03:25<1:08:47,  2.39it/s]
  2%|▏         | 151/10000 [03:28<2:53:01,  1.05s/it]
  2%|▏         | 152/10000 [03:30<3:39:09,  1.34s/it]
  2%|▏         | 153/10000 [03:32<4:15:20,  1.56s/it]
  2%|▏         | 154/10000 [03:34<4:34:05,  1.67s/it]
  2%|▏         | 155/10000 [03:35<4:40:54,  1.71s/it]
  2%|▏         | 156/10000 [03:37<4:43:14,  1.73s/it]
  2%|▏         | 157/10000 [03:39<4:46:14,  1.74s/it]
  2%|▏         | 158/10000 [03:41<4:38:47,  1.70s/it]
  2%|▏         | 159/10000 [03:42<4:31:37,  1.66s/it]
  2%|▏         | 160/10000 [03:44<4:22:58,  1.60s/it]
  2%|▏         | 161/10000 [03:45<4:16:36,  1.56s/it]
  2%|▏         | 162/10000 [03:47<4:14:03,  1.55s/it]
  2%|▏         | 163/10000 [03:48<4:05:21,  1.50s/it]
  2%|▏         | 164/10000 [03:49<3:59:53,  1.46s/it]
  2%|▏         | 165/10000 [03:51<4:03:05,  1.48s/it]
  2%|▏         | 166/10000 [03:52<3:55:55,  1.44s/it]
  2%|▏         | 167/10000 [03:53<3:48:19,  1.39s/it]
  2%|▏         | 168/10000 [03:55<3:42:53,  1.36s/it]
  2%|▏         | 169/10000 [03:56<3:39:23,  1.34s/it]
  2%|▏         | 170/10000 [03:57<3:29:33,  1.28s/it]
  2%|▏         | 171/10000 [03:59<3:33:01,  1.30s/it]
  2%|▏         | 172/10000 [04:00<3:25:58,  1.26s/it]
  2%|▏         | 173/10000 [04:01<3:18:45,  1.21s/it]
  2%|▏         | 174/10000 [04:02<3:15:22,  1.19s/it]
  2%|▏         | 175/10000 [04:03<3:08:22,  1.15s/it]
  2%|▏         | 176/10000 [04:04<3:06:04,  1.14s/it]
  2%|▏         | 177/10000 [04:05<2:59:08,  1.09s/it]
  2%|▏         | 178/10000 [04:06<2:54:26,  1.07s/it]
  2%|▏         | 179/10000 [04:07<2:52:47,  1.06s/it]
  2%|▏         | 180/10000 [04:08<2:57:01,  1.08s/it]
  2%|▏         | 181/10000 [04:09<2:48:40,  1.03s/it]
  2%|▏         | 182/10000 [04:10<2:42:27,  1.01it/s]
  2%|▏         | 183/10000 [04:11<2:39:25,  1.03it/s]
  2%|▏         | 184/10000 [04:12<2:33:40,  1.06it/s]
  2%|▏         | 185/10000 [04:13<2:34:10,  1.06it/s]
  2%|▏         | 186/10000 [04:14<2:28:27,  1.10it/s]
  2%|▏         | 187/10000 [04:14<2:22:17,  1.15it/s]
  2%|▏         | 188/10000 [04:15<2:13:53,  1.22it/s]
  2%|▏         | 189/10000 [04:16<2:06:07,  1.30it/s]
  2%|▏         | 190/10000 [04:16<1:59:50,  1.36it/s]
  2%|▏         | 191/10000 [04:17<1:55:27,  1.42it/s]
  2%|▏         | 192/10000 [04:18<1:48:42,  1.50it/s]
  2%|▏         | 193/10000 [04:18<1:43:02,  1.59it/s]
  2%|▏         | 194/10000 [04:19<1:38:38,  1.66it/s]
  2%|▏         | 195/10000 [04:19<1:32:19,  1.77it/s]
  2%|▏         | 196/10000 [04:20<1:25:04,  1.92it/s]
  2%|▏         | 197/10000 [04:20<1:17:35,  2.11it/s]
  2%|▏         | 198/10000 [04:20<1:10:18,  2.32it/s]
  2%|▏         | 199/10000 [04:21<1:09:52,  2.34it/s]
  2%|▏         | 200/10000 [04:21<1:06:36,  2.45it/s]
  2%|▏         | 201/10000 [04:23<2:40:56,  1.01it/s]
  2%|▏         | 202/10000 [04:25<3:32:17,  1.30s/it]
  2%|▏         | 203/10000 [04:27<4:07:12,  1.51s/it]
  2%|▏         | 204/10000 [04:29<4:26:15,  1.63s/it]
  2%|▏         | 205/10000 [04:31<4:37:17,  1.70s/it]
  2%|▏         | 206/10000 [04:33<4:37:23,  1.70s/it]
  2%|▏         | 207/10000 [04:35<4:52:22,  1.79s/it]
  2%|▏         | 208/10000 [04:37<4:41:11,  1.72s/it]
  2%|▏         | 209/10000 [04:38<4:48:58,  1.77s/it]
  2%|▏         | 210/10000 [04:40<4:33:37,  1.68s/it]
  2%|▏         | 211/10000 [04:41<4:26:01,  1.63s/it]
  2%|▏         | 212/10000 [04:43<4:15:46,  1.57s/it]
  2%|▏         | 213/10000 [04:45<4:23:52,  1.62s/it]
  2%|▏         | 214/10000 [04:46<4:12:58,  1.55s/it]
  2%|▏         | 215/10000 [04:47<4:01:42,  1.48s/it]
  2%|▏         | 216/10000 [04:49<3:58:12,  1.46s/it]
  2%|▏         | 217/10000 [04:50<3:59:14,  1.47s/it]
  2%|▏         | 218/10000 [04:51<3:50:02,  1.41s/it]
  2%|▏         | 219/10000 [04:53<3:53:48,  1.43s/it]
  2%|▏         | 220/10000 [04:54<3:41:05,  1.36s/it]
  2%|▏         | 221/10000 [04:55<3:39:22,  1.35s/it]
  2%|▏         | 222/10000 [04:57<3:27:14,  1.27s/it]
  2%|▏         | 223/10000 [04:58<3:21:19,  1.24s/it]
  2%|▏         | 224/10000 [04:59<3:19:34,  1.22s/it]
  2%|▏         | 225/10000 [05:00<3:17:33,  1.21s/it]
  2%|▏         | 226/10000 [05:01<3:06:26,  1.14s/it]
  2%|▏         | 227/10000 [05:02<2:57:26,  1.09s/it]
  2%|▏         | 228/10000 [05:03<2:50:11,  1.04s/it]
  2%|▏         | 229/10000 [05:04<2:47:13,  1.03s/it]
  2%|▏         | 230/10000 [05:05<2:38:38,  1.03it/s]
  2%|▏         | 231/10000 [05:06<2:36:19,  1.04it/s]
  2%|▏         | 232/10000 [05:07<2:31:50,  1.07it/s]
  2%|▏         | 233/10000 [05:07<2:30:14,  1.08it/s]
  2%|▏         | 234/10000 [05:08<2:31:34,  1.07it/s]
  2%|▏         | 235/10000 [05:09<2:25:50,  1.12it/s]
  2%|▏         | 236/10000 [05:10<2:20:33,  1.16it/s]
  2%|▏         | 237/10000 [05:11<2:13:35,  1.22it/s]
  2%|▏         | 238/10000 [05:11<2:09:30,  1.26it/s]
  2%|▏         | 239/10000 [05:12<2:05:59,  1.29it/s]
  2%|▏         | 240/10000 [05:13<1:57:03,  1.39it/s]
  2%|▏         | 241/10000 [05:13<1:52:13,  1.45it/s]
  2%|▏         | 242/10000 [05:14<1:46:24,  1.53it/s]
  2%|▏         | 243/10000 [05:14<1:38:51,  1.65it/s]
  2%|▏         | 244/10000 [05:15<1:32:08,  1.76it/s]
  2%|▏         | 245/10000 [05:15<1:27:51,  1.85it/s]
  2%|▏         | 246/10000 [05:16<1:25:27,  1.90it/s]
  2%|▏         | 247/10000 [05:16<1:18:11,  2.08it/s]
  2%|▏         | 248/10000 [05:17<1:12:20,  2.25it/s]
  2%|▏         | 249/10000 [05:17<1:06:09,  2.46it/s]
  2%|▎         | 250/10000 [05:17<1:00:25,  2.69it/s]
  3%|▎         | 251/10000 [05:20<2:31:19,  1.07it/s]
  3%|▎         | 252/10000 [05:22<3:29:48,  1.29s/it]
  3%|▎         | 253/10000 [05:24<3:59:40,  1.48s/it]
  3%|▎         | 254/10000 [05:25<4:15:33,  1.57s/it]
  3%|▎         | 255/10000 [05:27<4:20:33,  1.60s/it]
  3%|▎         | 256/10000 [05:29<4:22:26,  1.62s/it]
  3%|▎         | 257/10000 [05:30<4:23:08,  1.62s/it]
  3%|▎         | 258/10000 [05:32<4:17:19,  1.58s/it]
  3%|▎         | 259/10000 [05:33<4:12:15,  1.55s/it]
  3%|▎         | 260/10000 [05:35<4:07:54,  1.53s/it]
  3%|▎         | 261/10000 [05:36<4:02:32,  1.49s/it]
  3%|▎         | 262/10000 [05:38<3:56:01,  1.45s/it]
  3%|▎         | 263/10000 [05:39<3:51:39,  1.43s/it]
  3%|▎         | 264/10000 [05:40<3:45:22,  1.39s/it]
  3%|▎         | 265/10000 [05:41<3:40:05,  1.36s/it]
  3%|▎         | 266/10000 [05:43<3:34:46,  1.32s/it]
  3%|▎         | 267/10000 [05:44<3:30:08,  1.30s/it]
  3%|▎         | 268/10000 [05:45<3:22:55,  1.25s/it]
  3%|▎         | 269/10000 [05:46<3:17:00,  1.21s/it]
  3%|▎         | 270/10000 [05:47<3:11:26,  1.18s/it]
  3%|▎         | 271/10000 [05:48<3:04:30,  1.14s/it]
  3%|▎         | 272/10000 [05:49<3:00:32,  1.11s/it]
  3%|▎         | 273/10000 [05:50<2:56:58,  1.09s/it]
  3%|▎         | 274/10000 [05:51<2:50:22,  1.05s/it]
  3%|▎         | 275/10000 [05:52<2:43:39,  1.01s/it]
  3%|▎         | 276/10000 [05:53<2:40:15,  1.01it/s]
  3%|▎         | 277/10000 [05:54<2:34:21,  1.05it/s]
  3%|▎         | 278/10000 [05:55<2:32:30,  1.06it/s]
  3%|▎         | 279/10000 [05:56<2:28:52,  1.09it/s]
  3%|▎         | 280/10000 [05:57<2:27:51,  1.10it/s]
  3%|▎         | 281/10000 [05:58<2:24:41,  1.12it/s]
  3%|▎         | 282/10000 [05:58<2:21:56,  1.14it/s]
  3%|▎         | 283/10000 [05:59<2:18:38,  1.17it/s]
  3%|▎         | 284/10000 [06:00<2:16:06,  1.19it/s]
  3%|▎         | 285/10000 [06:01<2:09:35,  1.25it/s]
  3%|▎         | 286/10000 [06:02<2:05:43,  1.29it/s]
  3%|▎         | 287/10000 [06:02<2:04:29,  1.30it/s]
  3%|▎         | 288/10000 [06:03<1:58:48,  1.36it/s]
  3%|▎         | 289/10000 [06:04<1:53:37,  1.42it/s]
  3%|▎         | 290/10000 [06:04<1:47:19,  1.51it/s]
  3%|▎         | 291/10000 [06:05<1:42:03,  1.59it/s]
  3%|▎         | 292/10000 [06:05<1:35:02,  1.70it/s]
  3%|▎         | 293/10000 [06:06<1:31:18,  1.77it/s]
  3%|▎         | 294/10000 [06:06<1:22:49,  1.95it/s]
  3%|▎         | 295/10000 [06:06<1:14:10,  2.18it/s]
  3%|▎         | 296/10000 [06:07<1:06:59,  2.41it/s]
  3%|▎         | 297/10000 [06:07<1:02:09,  2.60it/s]
  3%|▎         | 298/10000 [06:07<58:45,  2.75it/s]  
  3%|▎         | 299/10000 [06:08<55:28,  2.91it/s]
  3%|▎         | 300/10000 [06:08<54:50,  2.95it/s]
  3%|▎         | 301/10000 [06:10<2:22:19,  1.14it/s]
  3%|▎         | 302/10000 [06:12<3:10:52,  1.18s/it]
  3%|▎         | 303/10000 [06:14<3:43:13,  1.38s/it]
  3%|▎         | 304/10000 [06:16<3:56:43,  1.46s/it]
  3%|▎         | 305/10000 [06:17<4:02:29,  1.50s/it]
  3%|▎         | 306/10000 [06:19<4:05:54,  1.52s/it]
  3%|▎         | 307/10000 [06:20<4:06:58,  1.53s/it]
  3%|▎         | 308/10000 [06:22<4:03:40,  1.51s/it]
  3%|▎         | 309/10000 [06:23<4:04:49,  1.52s/it]
  3%|▎         | 310/10000 [06:25<3:56:19,  1.46s/it]
  3%|▎         | 311/10000 [06:26<3:49:18,  1.42s/it]
  3%|▎         | 312/10000 [06:27<3:47:23,  1.41s/it]
  3%|▎         | 313/10000 [06:29<3:40:11,  1.36s/it]
  3%|▎         | 314/10000 [06:30<3:38:40,  1.35s/it]
  3%|▎         | 315/10000 [06:31<3:32:12,  1.31s/it]
  3%|▎         | 316/10000 [06:32<3:24:50,  1.27s/it]
  3%|▎         | 317/10000 [06:33<3:18:33,  1.23s/it]
  3%|▎         | 318/10000 [06:34<3:13:01,  1.20s/it]
  3%|▎         | 319/10000 [06:36<3:04:52,  1.15s/it]
  3%|▎         | 320/10000 [06:37<2:58:45,  1.11s/it]
  3%|▎         | 321/10000 [06:38<2:52:46,  1.07s/it]
  3%|▎         | 322/10000 [06:38<2:48:06,  1.04s/it]
  3%|▎         | 323/10000 [06:39<2:45:02,  1.02s/it]
  3%|▎         | 324/10000 [06:40<2:39:34,  1.01it/s]
  3%|▎         | 325/10000 [06:41<2:34:35,  1.04it/s]
  3%|▎         | 326/10000 [06:42<2:29:37,  1.08it/s]
  3%|▎         | 327/10000 [06:43<2:23:54,  1.12it/s]
  3%|▎         | 328/10000 [06:44<2:19:19,  1.16it/s]
  3%|▎         | 329/10000 [06:45<2:18:52,  1.16it/s]
  3%|▎         | 330/10000 [06:45<2:13:49,  1.20it/s]
  3%|▎         | 331/10000 [06:46<2:09:49,  1.24it/s]
  3%|▎         | 332/10000 [06:47<2:06:09,  1.28it/s]
  3%|▎         | 333/10000 [06:48<2:01:59,  1.32it/s]
  3%|▎         | 334/10000 [06:48<1:58:03,  1.36it/s]
  3%|▎         | 335/10000 [06:49<1:55:59,  1.39it/s]
  3%|▎         | 336/10000 [06:50<1:54:21,  1.41it/s]
  3%|▎         | 337/10000 [06:50<1:48:43,  1.48it/s]
  3%|▎         | 338/10000 [06:51<1:43:14,  1.56it/s]
  3%|▎         | 339/10000 [06:51<1:38:29,  1.63it/s]
  3%|▎         | 340/10000 [06:52<1:32:54,  1.73it/s]
  3%|▎         | 341/10000 [06:52<1:28:59,  1.81it/s]
  3%|▎         | 342/10000 [06:53<1:24:25,  1.91it/s]
  3%|▎         | 343/10000 [06:53<1:19:26,  2.03it/s]
  3%|▎         | 344/10000 [06:54<1:15:40,  2.13it/s]
  3%|▎         | 345/10000 [06:54<1:11:41,  2.24it/s]
  3%|▎         | 346/10000 [06:54<1:06:21,  2.42it/s]
  3%|▎         | 347/10000 [06:55<1:00:39,  2.65it/s]
  3%|▎         | 348/10000 [06:55<56:33,  2.84it/s]  
  3%|▎         | 349/10000 [06:55<53:19,  3.02it/s]
  4%|▎         | 350/10000 [06:55<51:24,  3.13it/s]
  4%|▎         | 351/10000 [06:58<2:20:52,  1.14it/s]
  4%|▎         | 352/10000 [07:00<3:12:31,  1.20s/it]
  4%|▎         | 353/10000 [07:02<3:48:11,  1.42s/it]
  4%|▎         | 354/10000 [07:03<4:01:44,  1.50s/it]
  4%|▎         | 355/10000 [07:05<4:07:49,  1.54s/it]
  4%|▎         | 356/10000 [07:06<4:11:44,  1.57s/it]
  4%|▎         | 357/10000 [07:08<4:14:49,  1.59s/it]
  4%|▎         | 358/10000 [07:10<4:09:34,  1.55s/it]
  4%|▎         | 359/10000 [07:11<4:03:58,  1.52s/it]
  4%|▎         | 360/10000 [07:12<3:58:33,  1.48s/it]
  4%|▎         | 361/10000 [07:14<3:53:03,  1.45s/it]
  4%|▎         | 362/10000 [07:15<3:46:58,  1.41s/it]
  4%|▎         | 363/10000 [07:16<3:43:43,  1.39s/it]
  4%|▎         | 364/10000 [07:18<3:37:02,  1.35s/it]
  4%|▎         | 365/10000 [07:19<3:32:10,  1.32s/it]
  4%|▎         | 366/10000 [07:20<3:25:21,  1.28s/it]
  4%|▎         | 367/10000 [07:21<3:17:52,  1.23s/it]
  4%|▎         | 368/10000 [07:22<3:12:30,  1.20s/it]
  4%|▎         | 369/10000 [07:24<3:09:32,  1.18s/it]
  4%|▎         | 370/10000 [07:25<3:04:58,  1.15s/it]
  4%|▎         | 371/10000 [07:26<2:59:17,  1.12s/it]
  4%|▎         | 372/10000 [07:27<2:54:18,  1.09s/it]
  4%|▎         | 373/10000 [07:28<2:48:40,  1.05s/it]
  4%|▎         | 374/10000 [07:29<2:44:01,  1.02s/it]
  4%|▍         | 375/10000 [07:30<2:39:10,  1.01it/s]
  4%|▍         | 376/10000 [07:30<2:35:24,  1.03it/s]
  4%|▍         | 377/10000 [07:31<2:29:53,  1.07it/s]
  4%|▍         | 378/10000 [07:32<2:26:15,  1.10it/s]
  4%|▍         | 379/10000 [07:33<2:21:23,  1.13it/s]
  4%|▍         | 380/10000 [07:34<2:19:06,  1.15it/s]
  4%|▍         | 381/10000 [07:35<2:16:56,  1.17it/s]
  4%|▍         | 382/10000 [07:35<2:12:20,  1.21it/s]
  4%|▍         | 383/10000 [07:36<2:09:13,  1.24it/s]
  4%|▍         | 384/10000 [07:37<2:04:56,  1.28it/s]
  4%|▍         | 385/10000 [07:38<2:02:56,  1.30it/s]
  4%|▍         | 386/10000 [07:38<1:58:30,  1.35it/s]
  4%|▍         | 387/10000 [07:39<1:53:32,  1.41it/s]
  4%|▍         | 388/10000 [07:40<1:50:18,  1.45it/s]
  4%|▍         | 389/10000 [07:40<1:45:39,  1.52it/s]
  4%|▍         | 390/10000 [07:41<1:44:19,  1.54it/s]
  4%|▍         | 391/10000 [07:41<1:38:24,  1.63it/s]
  4%|▍         | 392/10000 [07:42<1:33:02,  1.72it/s]
  4%|▍         | 393/10000 [07:42<1:27:49,  1.82it/s]
  4%|▍         | 394/10000 [07:43<1:22:40,  1.94it/s]
  4%|▍         | 395/10000 [07:43<1:16:46,  2.09it/s]
  4%|▍         | 396/10000 [07:43<1:10:27,  2.27it/s]
  4%|▍         | 397/10000 [07:44<1:05:05,  2.46it/s]
  4%|▍         | 398/10000 [07:44<1:00:03,  2.66it/s]
  4%|▍         | 399/10000 [07:44<55:55,  2.86it/s]  
  4%|▍         | 400/10000 [07:45<53:07,  3.01it/s]
  4%|▍         | 401/10000 [07:47<2:27:47,  1.08it/s]
  4%|▍         | 402/10000 [07:49<3:19:52,  1.25s/it]
  4%|▍         | 403/10000 [07:51<3:49:39,  1.44s/it]
  4%|▍         | 404/10000 [07:53<4:05:53,  1.54s/it]
  4%|▍         | 405/10000 [07:54<4:14:30,  1.59s/it]
  4%|▍         | 406/10000 [07:56<4:17:02,  1.61s/it]
  4%|▍         | 407/10000 [07:58<4:16:13,  1.60s/it]
  4%|▍         | 408/10000 [07:59<4:11:28,  1.57s/it]
  4%|▍         | 409/10000 [08:00<4:03:13,  1.52s/it]
  4%|▍         | 410/10000 [08:02<3:56:01,  1.48s/it]
  4%|▍         | 411/10000 [08:03<3:49:42,  1.44s/it]
  4%|▍         | 412/10000 [08:04<3:43:24,  1.40s/it]
  4%|▍         | 413/10000 [08:06<3:38:59,  1.37s/it]
  4%|▍         | 414/10000 [08:07<3:33:39,  1.34s/it]
  4%|▍         | 415/10000 [08:08<3:30:08,  1.32s/it]
  4%|▍         | 416/10000 [08:09<3:22:05,  1.27s/it]
  4%|▍         | 417/10000 [08:11<3:16:33,  1.23s/it]
  4%|▍         | 418/10000 [08:12<3:10:49,  1.19s/it]
  4%|▍         | 419/10000 [08:13<3:04:54,  1.16s/it]
  4%|▍         | 420/10000 [08:14<2:59:09,  1.12s/it]
  4%|▍         | 421/10000 [08:15<2:56:31,  1.11s/it]
  4%|▍         | 422/10000 [08:16<2:51:33,  1.07s/it]
  4%|▍         | 423/10000 [08:17<2:46:05,  1.04s/it]
  4%|▍         | 424/10000 [08:18<2:40:26,  1.01s/it]
  4%|▍         | 425/10000 [08:19<2:35:43,  1.02it/s]
  4%|▍         | 426/10000 [08:20<2:29:53,  1.06it/s]
  4%|▍         | 427/10000 [08:20<2:24:50,  1.10it/s]
  4%|▍         | 428/10000 [08:21<2:20:44,  1.13it/s]
  4%|▍         | 429/10000 [08:22<2:17:19,  1.16it/s]
  4%|▍         | 430/10000 [08:23<2:13:12,  1.20it/s]
  4%|▍         | 431/10000 [08:24<2:10:06,  1.23it/s]
  4%|▍         | 432/10000 [08:24<2:06:48,  1.26it/s]
  4%|▍         | 433/10000 [08:25<2:02:51,  1.30it/s]
  4%|▍         | 434/10000 [08:26<1:59:53,  1.33it/s]
  4%|▍         | 435/10000 [08:26<1:55:33,  1.38it/s]
  4%|▍         | 436/10000 [08:27<1:51:21,  1.43it/s]
  4%|▍         | 437/10000 [08:28<1:49:04,  1.46it/s]
  4%|▍         | 438/10000 [08:28<1:44:51,  1.52it/s]
  4%|▍         | 439/10000 [08:29<1:39:46,  1.60it/s]
  4%|▍         | 440/10000 [08:29<1:35:09,  1.67it/s]
  4%|▍         | 441/10000 [08:30<1:32:24,  1.72it/s]
  4%|▍         | 442/10000 [08:30<1:26:58,  1.83it/s]
  4%|▍         | 443/10000 [08:31<1:22:07,  1.94it/s]
  4%|▍         | 444/10000 [08:31<1:16:59,  2.07it/s]
  4%|▍         | 445/10000 [08:32<1:11:04,  2.24it/s]
  4%|▍         | 446/10000 [08:32<1:04:59,  2.45it/s]
  4%|▍         | 447/10000 [08:32<59:47,  2.66it/s]  
  4%|▍         | 448/10000 [08:33<55:54,  2.85it/s]
  4%|▍         | 449/10000 [08:33<52:48,  3.01it/s]
  4%|▍         | 450/10000 [08:33<50:24,  3.16it/s]
  5%|▍         | 451/10000 [08:35<2:15:12,  1.18it/s]
  5%|▍         | 452/10000 [08:37<2:59:12,  1.13s/it]
  5%|▍         | 453/10000 [08:39<3:21:01,  1.26s/it]
  5%|▍         | 454/10000 [08:40<3:34:06,  1.35s/it]
  5%|▍         | 455/10000 [08:41<3:32:48,  1.34s/it]
  5%|▍         | 456/10000 [08:43<3:29:29,  1.32s/it]
  5%|▍         | 457/10000 [08:44<3:22:38,  1.27s/it]
  5%|▍         | 458/10000 [08:45<3:13:52,  1.22s/it]
  5%|▍         | 459/10000 [08:46<3:04:32,  1.16s/it]
  5%|▍         | 460/10000 [08:47<2:54:42,  1.10s/it]
  5%|▍         | 461/10000 [08:48<2:45:09,  1.04s/it]
  5%|▍         | 462/10000 [08:49<2:34:42,  1.03it/s]
  5%|▍         | 463/10000 [08:49<2:24:47,  1.10it/s]
  5%|▍         | 464/10000 [08:50<2:15:47,  1.17it/s]
  5%|▍         | 465/10000 [08:51<2:06:39,  1.25it/s]
  5%|▍         | 466/10000 [08:51<1:55:41,  1.37it/s]
  5%|▍         | 467/10000 [08:52<1:44:46,  1.52it/s]
  5%|▍         | 468/10000 [08:52<1:33:58,  1.69it/s]
  5%|▍         | 469/10000 [08:53<1:22:17,  1.93it/s]
  5%|▍         | 470/10000 [08:53<1:11:15,  2.23it/s]
  5%|▍         | 471/10000 [08:53<1:03:49,  2.49it/s]
  5%|▍         | 472/10000 [08:55<2:32:08,  1.04it/s]
  5%|▍         | 473/10000 [08:57<3:23:27,  1.28s/it]
  5%|▍         | 474/10000 [08:59<3:53:59,  1.47s/it]
  5%|▍         | 475/10000 [09:01<4:05:51,  1.55s/it]
  5%|▍         | 476/10000 [09:03<4:10:09,  1.58s/it]
  5%|▍         | 477/10000 [09:04<4:09:03,  1.57s/it]
  5%|▍         | 478/10000 [09:06<4:07:43,  1.56s/it]
  5%|▍         | 479/10000 [09:07<4:02:26,  1.53s/it]
  5%|▍         | 480/10000 [09:09<3:56:53,  1.49s/it]
  5%|▍         | 481/10000 [09:10<3:51:43,  1.46s/it]
  5%|▍         | 482/10000 [09:11<3:46:03,  1.43s/it]
  5%|▍         | 483/10000 [09:13<3:41:21,  1.40s/it]
  5%|▍         | 484/10000 [09:14<3:36:02,  1.36s/it]
  5%|▍         | 485/10000 [09:15<3:30:45,  1.33s/it]
  5%|▍         | 486/10000 [09:17<3:29:36,  1.32s/it]
  5%|▍         | 487/10000 [09:18<3:26:24,  1.30s/it]
  5%|▍         | 488/10000 [09:19<3:22:54,  1.28s/it]
  5%|▍         | 489/10000 [09:20<3:19:34,  1.26s/it]
  5%|▍         | 490/10000 [09:22<3:16:15,  1.24s/it]
  5%|▍         | 491/10000 [09:23<3:14:41,  1.23s/it]
  5%|▍         | 492/10000 [09:24<3:07:53,  1.19s/it]
  5%|▍         | 493/10000 [09:25<3:03:07,  1.16s/it]
  5%|▍         | 494/10000 [09:26<3:00:42,  1.14s/it]
  5%|▍         | 495/10000 [09:27<2:55:52,  1.11s/it]
  5%|▍         | 496/10000 [09:28<2:50:28,  1.08s/it]
  5%|▍         | 497/10000 [09:29<2:47:00,  1.05s/it]
  5%|▍         | 498/10000 [09:30<2:42:41,  1.03s/it]
  5%|▍         | 499/10000 [09:31<2:38:11,  1.00it/s]
  5%|▌         | 500/10000 [09:32<2:34:48,  1.02it/s]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 = 2822
  Batch size = 12


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:49,  4.77it/s]

  1%|▏         | 3/236 [00:00<01:15,  3.09it/s]

  2%|▏         | 4/236 [00:01<01:15,  3.06it/s]

  2%|▏         | 5/236 [00:01<01:17,  2.96it/s]

  3%|▎         | 6/236 [00:01<01:21,  2.84it/s]

  3%|▎         | 7/236 [00:02<01:31,  2.49it/s]

  3%|▎         | 8/236 [00:02<01:31,  2.50it/s]

  4%|▍         | 9/236 [00:03<01:24,  2.69it/s]

  4%|▍         | 10/236 [00:03<01:27,  2.59it/s]

  5%|▍         | 11/236 [00:04<01:32,  2.44it/s]

  5%|▌         | 12/236 [00:04<01:26,  2.59it/s]

  6%|▌         | 13/236 [00:04<01:26,  2.58it/s]

  6%|▌         | 14/236 [00:05<01:27,  2.53it/s]

  6%|▋         | 15/236 [00:05<01:26,  2.54it/s]

  7%|▋         | 16/236 [00:06<01:31,  2.40it/s]

  7%|▋         | 17/236 [00:06<01:31,  2.38it/s]

  8%|▊         | 18/236 [00:06<01:32,  2.36it/s]

  8%|▊         | 19/236 [00:07<01:27,  2.48it/s]

  8%|▊         | 20/236 [00:07<01:34,  2.28it/s]

  9%|▉         | 21/236 [00:08<01:31,  2.35it/s]

  9%|▉         | 22/236 [00:08<01:44,  2.05it/s]

 10%|▉         | 23/236 [00:09<01:35,  2.23it/s]

 10%|█         | 24/236 [00:09<01:28,  2.40it/s]

 11%|█         | 25/236 [00:09<01:20,  2.62it/s]

 11%|█         | 26/236 [00:10<01:24,  2.50it/s]

 11%|█▏        | 27/236 [00:10<01:19,  2.62it/s]

 12%|█▏        | 28/236 [00:10<01:18,  2.66it/s]

 12%|█▏        | 29/236 [00:11<01:15,  2.73it/s]

 13%|█▎        | 30/236 [00:11<01:14,  2.78it/s]

 13%|█▎        | 31/236 [00:12<01:18,  2.62it/s]

 14%|█▎        | 32/236 [00:12<01:26,  2.36it/s]

 14%|█▍        | 33/236 [00:13<01:26,  2.36it/s]

 14%|█▍        | 34/236 [00:13<01:21,  2.48it/s]

 15%|█▍        | 35/236 [00:13<01:18,  2.56it/s]

 15%|█▌        | 36/236 [00:14<01:18,  2.55it/s]

 16%|█▌        | 37/236 [00:14<01:18,  2.54it/s]

 16%|█▌        | 38/236 [00:14<01:12,  2.71it/s]

 17%|█▋        | 39/236 [00:15<01:32,  2.12it/s]

 17%|█▋        | 40/236 [00:16<01:32,  2.13it/s]

 17%|█▋        | 41/236 [00:16<01:29,  2.18it/s]

 18%|█▊        | 42/236 [00:16<01:30,  2.14it/s]

 18%|█▊        | 43/236 [00:17<01:28,  2.19it/s]

 19%|█▊        | 44/236 [00:17<01:25,  2.25it/s]

 19%|█▉        | 45/236 [00:18<01:19,  2.40it/s]

 19%|█▉        | 46/236 [00:18<01:18,  2.42it/s]

 20%|█▉        | 47/236 [00:19<01:19,  2.38it/s]

 20%|██        | 48/236 [00:19<01:15,  2.50it/s]

 21%|██        | 49/236 [00:20<01:35,  1.96it/s]

 21%|██        | 50/236 [00:20<01:29,  2.08it/s]

 22%|██▏       | 51/236 [00:20<01:21,  2.27it/s]

 22%|██▏       | 52/236 [00:21<01:15,  2.43it/s]

 22%|██▏       | 53/236 [00:21<01:19,  2.31it/s]

 23%|██▎       | 54/236 [00:22<01:29,  2.03it/s]

 23%|██▎       | 55/236 [00:22<01:21,  2.21it/s]

 24%|██▎       | 56/236 [00:23<01:18,  2.30it/s]

 24%|██▍       | 57/236 [00:23<01:16,  2.35it/s]

 25%|██▍       | 58/236 [00:24<01:26,  2.06it/s]

 25%|██▌       | 59/236 [00:24<01:20,  2.21it/s]

 25%|██▌       | 60/236 [00:24<01:18,  2.25it/s]

 26%|██▌       | 61/236 [00:25<01:12,  2.42it/s]

 26%|██▋       | 62/236 [00:25<01:07,  2.56it/s]

 27%|██▋       | 63/236 [00:26<01:09,  2.51it/s]

 27%|██▋       | 64/236 [00:26<01:20,  2.14it/s]

 28%|██▊       | 65/236 [00:27<01:17,  2.22it/s]

 28%|██▊       | 66/236 [00:27<01:10,  2.42it/s]

 28%|██▊       | 67/236 [00:27<01:03,  2.66it/s]

 29%|██▉       | 68/236 [00:28<01:13,  2.29it/s]

 29%|██▉       | 69/236 [00:28<01:06,  2.52it/s]

 30%|██▉       | 70/236 [00:28<01:00,  2.73it/s]

 30%|███       | 71/236 [00:29<01:02,  2.63it/s]

 31%|███       | 72/236 [00:29<01:01,  2.68it/s]

 31%|███       | 73/236 [00:30<01:18,  2.07it/s]

 31%|███▏      | 74/236 [00:30<01:16,  2.11it/s]

 32%|███▏      | 75/236 [00:31<01:12,  2.23it/s]

 32%|███▏      | 76/236 [00:31<01:09,  2.29it/s]

 33%|███▎      | 77/236 [00:31<01:06,  2.40it/s]

 33%|███▎      | 78/236 [00:32<01:00,  2.63it/s]

 33%|███▎      | 79/236 [00:32<01:00,  2.58it/s]

 34%|███▍      | 80/236 [00:33<01:00,  2.56it/s]

 34%|███▍      | 81/236 [00:33<01:00,  2.58it/s]

 35%|███▍      | 82/236 [00:33<00:59,  2.59it/s]

 35%|███▌      | 83/236 [00:34<00:54,  2.79it/s]

 36%|███▌      | 84/236 [00:34<00:58,  2.60it/s]

 36%|███▌      | 85/236 [00:34<00:54,  2.78it/s]

 36%|███▋      | 86/236 [00:35<00:59,  2.51it/s]

 37%|███▋      | 87/236 [00:35<00:58,  2.57it/s]

 37%|███▋      | 88/236 [00:36<00:54,  2.72it/s]

 38%|███▊      | 89/236 [00:36<00:54,  2.69it/s]

 38%|███▊      | 90/236 [00:36<00:54,  2.70it/s]

 39%|███▊      | 91/236 [00:37<01:07,  2.14it/s]

 39%|███▉      | 92/236 [00:37<00:59,  2.40it/s]

 39%|███▉      | 93/236 [00:38<00:54,  2.64it/s]

 40%|███▉      | 94/236 [00:38<00:50,  2.83it/s]

 40%|████      | 95/236 [00:38<00:52,  2.71it/s]

 41%|████      | 96/236 [00:39<00:49,  2.83it/s]

 41%|████      | 97/236 [00:39<00:46,  3.01it/s]

 42%|████▏     | 98/236 [00:39<00:46,  2.97it/s]

 42%|████▏     | 99/236 [00:40<00:51,  2.67it/s]

 42%|████▏     | 100/236 [00:40<00:51,  2.66it/s]

 43%|████▎     | 101/236 [00:40<00:52,  2.59it/s]

 43%|████▎     | 102/236 [00:41<00:48,  2.74it/s]

 44%|████▎     | 103/236 [00:41<00:57,  2.32it/s]

 44%|████▍     | 104/236 [00:42<00:56,  2.34it/s]

 44%|████▍     | 105/236 [00:42<00:50,  2.61it/s]

 45%|████▍     | 106/236 [00:42<00:48,  2.66it/s]

 45%|████▌     | 107/236 [00:43<00:47,  2.70it/s]

 46%|████▌     | 108/236 [00:43<00:51,  2.49it/s]

 46%|████▌     | 109/236 [00:44<00:51,  2.45it/s]

 47%|████▋     | 110/236 [00:44<00:47,  2.67it/s]

 47%|████▋     | 111/236 [00:44<00:44,  2.82it/s]

 47%|████▋     | 112/236 [00:45<00:44,  2.76it/s]

 48%|████▊     | 113/236 [00:45<00:44,  2.77it/s]

 48%|████▊     | 114/236 [00:45<00:44,  2.75it/s]

 49%|████▊     | 115/236 [00:46<00:42,  2.84it/s]

 49%|████▉     | 116/236 [00:46<00:41,  2.86it/s]

 50%|████▉     | 117/236 [00:46<00:43,  2.76it/s]

 50%|█████     | 118/236 [00:47<00:59,  1.97it/s]

 50%|█████     | 119/236 [00:48<00:53,  2.19it/s]

 51%|█████     | 120/236 [00:48<00:57,  2.03it/s]

 51%|█████▏    | 121/236 [00:49<00:52,  2.18it/s]

 52%|█████▏    | 122/236 [00:49<00:52,  2.17it/s]

 52%|█████▏    | 123/236 [00:49<00:47,  2.38it/s]

 53%|█████▎    | 124/236 [00:50<00:53,  2.09it/s]

 53%|█████▎    | 125/236 [00:50<00:48,  2.29it/s]

 53%|█████▎    | 126/236 [00:51<00:44,  2.50it/s]

 54%|█████▍    | 127/236 [00:51<00:43,  2.51it/s]

 54%|█████▍    | 128/236 [00:51<00:42,  2.53it/s]

 55%|█████▍    | 129/236 [00:52<00:38,  2.78it/s]

 55%|█████▌    | 130/236 [00:52<00:35,  2.95it/s]

 56%|█████▌    | 131/236 [00:52<00:36,  2.89it/s]

 56%|█████▌    | 132/236 [00:53<00:34,  3.04it/s]

 56%|█████▋    | 133/236 [00:53<00:36,  2.80it/s]

 57%|█████▋    | 134/236 [00:53<00:36,  2.76it/s]

 57%|█████▋    | 135/236 [00:54<00:35,  2.87it/s]

 58%|█████▊    | 136/236 [00:54<00:37,  2.70it/s]

 58%|█████▊    | 137/236 [00:55<00:36,  2.72it/s]

 58%|█████▊    | 138/236 [00:55<00:37,  2.62it/s]

 59%|█████▉    | 139/236 [00:55<00:34,  2.78it/s]

 59%|█████▉    | 140/236 [00:56<00:33,  2.88it/s]

 60%|█████▉    | 141/236 [00:56<00:34,  2.74it/s]

 60%|██████    | 142/236 [00:56<00:35,  2.65it/s]

 61%|██████    | 143/236 [00:57<00:37,  2.48it/s]

 61%|██████    | 144/236 [00:57<00:35,  2.57it/s]

 61%|██████▏   | 145/236 [00:58<00:35,  2.54it/s]

 62%|██████▏   | 146/236 [00:58<00:41,  2.17it/s]

 62%|██████▏   | 147/236 [00:59<00:39,  2.25it/s]

 63%|██████▎   | 148/236 [00:59<00:37,  2.35it/s]

 63%|██████▎   | 149/236 [00:59<00:34,  2.51it/s]

 64%|██████▎   | 150/236 [01:00<00:31,  2.75it/s]

 64%|██████▍   | 151/236 [01:00<00:31,  2.68it/s]

 64%|██████▍   | 152/236 [01:00<00:30,  2.79it/s]

 65%|██████▍   | 153/236 [01:01<00:30,  2.75it/s]

 65%|██████▌   | 154/236 [01:01<00:29,  2.74it/s]

 66%|██████▌   | 155/236 [01:02<00:35,  2.27it/s]

 66%|██████▌   | 156/236 [01:02<00:37,  2.14it/s]

 67%|██████▋   | 157/236 [01:03<00:37,  2.12it/s]

 67%|██████▋   | 158/236 [01:03<00:35,  2.20it/s]

 67%|██████▋   | 159/236 [01:03<00:31,  2.45it/s]

 68%|██████▊   | 160/236 [01:04<00:30,  2.49it/s]

 68%|██████▊   | 161/236 [01:04<00:29,  2.54it/s]

 69%|██████▊   | 162/236 [01:05<00:27,  2.73it/s]

 69%|██████▉   | 163/236 [01:05<00:26,  2.79it/s]

 69%|██████▉   | 164/236 [01:05<00:24,  2.99it/s]

 70%|██████▉   | 165/236 [01:06<00:27,  2.61it/s]

 70%|███████   | 166/236 [01:06<00:25,  2.70it/s]

 71%|███████   | 167/236 [01:06<00:25,  2.66it/s]

 71%|███████   | 168/236 [01:07<00:24,  2.74it/s]

 72%|███████▏  | 169/236 [01:07<00:24,  2.75it/s]

 72%|███████▏  | 170/236 [01:08<00:27,  2.43it/s]

 72%|███████▏  | 171/236 [01:08<00:24,  2.67it/s]

 73%|███████▎  | 172/236 [01:08<00:23,  2.77it/s]

 73%|███████▎  | 173/236 [01:09<00:23,  2.64it/s]

 74%|███████▎  | 174/236 [01:09<00:25,  2.46it/s]

 74%|███████▍  | 175/236 [01:09<00:23,  2.58it/s]

 75%|███████▍  | 176/236 [01:10<00:23,  2.59it/s]

 75%|███████▌  | 177/236 [01:10<00:20,  2.88it/s]

 75%|███████▌  | 178/236 [01:10<00:20,  2.79it/s]

 76%|███████▌  | 179/236 [01:11<00:25,  2.23it/s]

 76%|███████▋  | 180/236 [01:11<00:23,  2.40it/s]

 77%|███████▋  | 181/236 [01:12<00:23,  2.38it/s]

 77%|███████▋  | 182/236 [01:12<00:22,  2.40it/s]

 78%|███████▊  | 183/236 [01:13<00:20,  2.62it/s]

 78%|███████▊  | 184/236 [01:13<00:20,  2.57it/s]

 78%|███████▊  | 185/236 [01:13<00:19,  2.64it/s]

 79%|███████▉  | 186/236 [01:14<00:23,  2.13it/s]

 79%|███████▉  | 187/236 [01:14<00:21,  2.32it/s]

 80%|███████▉  | 188/236 [01:15<00:19,  2.41it/s]

 80%|████████  | 189/236 [01:15<00:18,  2.50it/s]

 81%|████████  | 190/236 [01:16<00:19,  2.32it/s]

 81%|████████  | 191/236 [01:16<00:18,  2.44it/s]

 81%|████████▏ | 192/236 [01:16<00:16,  2.73it/s]

 82%|████████▏ | 193/236 [01:17<00:16,  2.60it/s]

 82%|████████▏ | 194/236 [01:17<00:17,  2.42it/s]

 83%|████████▎ | 195/236 [01:17<00:14,  2.87it/s]

 83%|████████▎ | 196/236 [01:18<00:16,  2.41it/s]

 83%|████████▎ | 197/236 [01:18<00:15,  2.60it/s]

 84%|████████▍ | 198/236 [01:19<00:15,  2.51it/s]

 84%|████████▍ | 199/236 [01:19<00:14,  2.50it/s]

 85%|████████▍ | 200/236 [01:20<00:16,  2.13it/s]

 85%|████████▌ | 201/236 [01:20<00:16,  2.15it/s]

 86%|████████▌ | 202/236 [01:21<00:15,  2.20it/s]

 86%|████████▌ | 203/236 [01:21<00:13,  2.49it/s]

 86%|████████▋ | 204/236 [01:21<00:12,  2.60it/s]

 87%|████████▋ | 205/236 [01:22<00:11,  2.64it/s]

 87%|████████▋ | 206/236 [01:22<00:10,  2.82it/s]

 88%|████████▊ | 207/236 [01:22<00:09,  3.13it/s]

 88%|████████▊ | 208/236 [01:23<00:09,  2.92it/s]

 89%|████████▊ | 209/236 [01:23<00:09,  2.75it/s]

 89%|████████▉ | 210/236 [01:23<00:09,  2.60it/s]

 89%|████████▉ | 211/236 [01:24<00:10,  2.42it/s]

 90%|████████▉ | 212/236 [01:24<00:09,  2.58it/s]

 90%|█████████ | 213/236 [01:25<00:10,  2.27it/s]

 91%|█████████ | 214/236 [01:25<00:09,  2.42it/s]

 91%|█████████ | 215/236 [01:26<00:08,  2.46it/s]

 92%|█████████▏| 216/236 [01:26<00:07,  2.65it/s]

 92%|█████████▏| 217/236 [01:26<00:07,  2.46it/s]

 92%|█████████▏| 218/236 [01:27<00:06,  2.79it/s]

 93%|█████████▎| 219/236 [01:27<00:05,  2.97it/s]

 93%|█████████▎| 220/236 [01:27<00:06,  2.32it/s]

 94%|█████████▎| 221/236 [01:28<00:06,  2.43it/s]

 94%|█████████▍| 222/236 [01:28<00:05,  2.36it/s]

 94%|█████████▍| 223/236 [01:29<00:05,  2.42it/s]

 95%|█████████▍| 224/236 [01:29<00:05,  2.29it/s]

 95%|█████████▌| 225/236 [01:30<00:04,  2.40it/s]

 96%|█████████▌| 226/236 [01:30<00:04,  2.42it/s]

 96%|█████████▌| 227/236 [01:30<00:03,  2.57it/s]

 97%|█████████▋| 228/236 [01:31<00:03,  2.65it/s]

 97%|█████████▋| 229/236 [01:31<00:02,  2.56it/s]

 97%|█████████▋| 230/236 [01:31<00:02,  2.73it/s]

 98%|█████████▊| 231/236 [01:32<00:02,  2.21it/s]

 98%|█████████▊| 232/236 [01:33<00:02,  1.96it/s]

 99%|█████████▊| 233/236 [01:33<00:01,  2.22it/s]

 99%|█████████▉| 234/236 [01:33<00:00,  2.51it/s]

100%|█████████▉| 235/236 [01:34<00:00,  2.12it/s]
                                                     

                                                 

  5%|▌         | 500/10000 [11:08<2:34:48,  1.02it/s]

100%|██████████| 236/236 [01:35<00:00,  2.12it/s]

                                                 
  5%|▌         | 501/10000 [11:09<78:34:53, 29.78s/it]
  5%|▌         | 502/10000 [11:10<55:36:28, 21.08s/it]
  5%|▌         | 503/10000 [11:10<39:31:04, 14.98s/it]
  5%|▌         | 504/10000 [11:11<28:14:06, 10.70s/it]
  5%|▌         | 505/10000 [11:12<20:18:29,  7.70s/it]
  5%|▌         | 506/10000 [11:12<14:45:02,  5.59s/it]
  5%|▌         | 507/10000 [11:13<10:50:09,  4.11s/it]
  5%|▌         | 508/10000 [11:14<8:05:28,  3.07s/it] 
  5%|▌         | 509/10000 [11:14<6:07:48,  2.33s/it]
  5%|▌         | 510/10000 [11:15<4:43:58,  1.80s/it]
  5%|▌         | 511/10000 [11:15<3:43:54,  1.42s/it]
  5%|▌         | 512/10000 [11:16<3:00:07,  1.14s/it]
  5%|▌         | 513/10000 [11:16<2:28:49,  1.06it/s]
  5%|▌         | 514/10000 [11:17<2:04:53,  1.27it/s]
  5%|▌         | 515/10000 [11:17<1:46:40,  1.48it/s]
  5%|▌         | 516/10000 [11:18<1:32:47,  1.70it/s]
  5%|▌         | 517/10000 [11:18<1:21:51,  1.93it/s]
  5%|▌         | 518/10000 [11:18<1:12:07,  2.19it/s]
  5%|▌         | 519/10000 [11:19<1:05:13,  2.42it/s]
  5%|▌         | 520/10000 [11:19<1:00:19,  2.62it/s]
  5%|▌         | 521/10000 [11:19<56:21,  2.80it/s]  
  5%|▌         | 522/10000 [11:21<2:17:17,  1.15it/s]
  5%|▌         | 523/10000 [11:23<3:07:03,  1.18s/it]
  5%|▌         | 524/10000 [11:25<3:36:25,  1.37s/it]
  5%|▌         | 525/10000 [11:27<3:50:43,  1.46s/it]
  5%|▌         | 526/10000 [11:28<3:57:42,  1.51s/it]
  5%|▌         | 527/10000 [11:30<3:59:55,  1.52s/it]
  5%|▌         | 528/10000 [11:31<3:57:48,  1.51s/it]
  5%|▌         | 529/10000 [11:33<3:52:23,  1.47s/it]
  5%|▌         | 530/10000 [11:34<3:48:11,  1.45s/it]
  5%|▌         | 531/10000 [11:35<3:44:20,  1.42s/it]
  5%|▌         | 532/10000 [11:37<3:39:21,  1.39s/it]
  5%|▌         | 533/10000 [11:38<3:33:54,  1.36s/it]
  5%|▌         | 534/10000 [11:39<3:27:54,  1.32s/it]
  5%|▌         | 535/10000 [11:40<3:21:36,  1.28s/it]
  5%|▌         | 536/10000 [11:42<3:13:42,  1.23s/it]
  5%|▌         | 537/10000 [11:43<3:08:40,  1.20s/it]
  5%|▌         | 538/10000 [11:44<3:03:14,  1.16s/it]
  5%|▌         | 539/10000 [11:45<2:57:45,  1.13s/it]
  5%|▌         | 540/10000 [11:46<2:53:26,  1.10s/it]
  5%|▌         | 541/10000 [11:47<2:48:24,  1.07s/it]
  5%|▌         | 542/10000 [11:48<2:47:20,  1.06s/it]
  5%|▌         | 543/10000 [11:49<2:45:54,  1.05s/it]
  5%|▌         | 544/10000 [11:50<2:42:52,  1.03s/it]
  5%|▌         | 545/10000 [11:51<2:35:36,  1.01it/s]
  5%|▌         | 546/10000 [11:52<2:28:25,  1.06it/s]
  5%|▌         | 547/10000 [11:52<2:23:36,  1.10it/s]
  5%|▌         | 548/10000 [11:53<2:19:06,  1.13it/s]
  5%|▌         | 549/10000 [11:54<2:14:47,  1.17it/s]
  6%|▌         | 550/10000 [11:55<2:12:37,  1.19it/s]
  6%|▌         | 551/10000 [11:56<2:08:41,  1.22it/s]
  6%|▌         | 552/10000 [11:56<2:04:59,  1.26it/s]
  6%|▌         | 553/10000 [11:57<2:00:52,  1.30it/s]
  6%|▌         | 554/10000 [11:58<1:57:31,  1.34it/s]
  6%|▌         | 555/10000 [11:58<1:53:36,  1.39it/s]
  6%|▌         | 556/10000 [11:59<1:49:58,  1.43it/s]
  6%|▌         | 557/10000 [12:00<1:47:17,  1.47it/s]
  6%|▌         | 558/10000 [12:00<1:42:57,  1.53it/s]
  6%|▌         | 559/10000 [12:01<1:38:51,  1.59it/s]
  6%|▌         | 560/10000 [12:01<1:34:11,  1.67it/s]
  6%|▌         | 561/10000 [12:02<1:29:49,  1.75it/s]
  6%|▌         | 562/10000 [12:02<1:24:40,  1.86it/s]
  6%|▌         | 563/10000 [12:03<1:19:20,  1.98it/s]
  6%|▌         | 564/10000 [12:03<1:14:05,  2.12it/s]
  6%|▌         | 565/10000 [12:04<1:08:39,  2.29it/s]
  6%|▌         | 566/10000 [12:04<1:03:30,  2.48it/s]
  6%|▌         | 567/10000 [12:04<59:25,  2.65it/s]  
  6%|▌         | 568/10000 [12:05<55:44,  2.82it/s]
  6%|▌         | 569/10000 [12:05<52:36,  2.99it/s]
  6%|▌         | 570/10000 [12:05<50:34,  3.11it/s]
  6%|▌         | 571/10000 [12:05<48:30,  3.24it/s]
  6%|▌         | 572/10000 [12:07<2:10:42,  1.20it/s]
  6%|▌         | 573/10000 [12:09<2:57:44,  1.13s/it]
  6%|▌         | 574/10000 [12:11<3:26:21,  1.31s/it]
  6%|▌         | 575/10000 [12:13<3:41:46,  1.41s/it]
  6%|▌         | 576/10000 [12:14<3:50:15,  1.47s/it]
  6%|▌         | 577/10000 [12:16<3:59:42,  1.53s/it]
  6%|▌         | 578/10000 [12:17<4:02:51,  1.55s/it]
  6%|▌         | 579/10000 [12:19<4:01:38,  1.54s/it]
  6%|▌         | 580/10000 [12:20<3:58:23,  1.52s/it]
  6%|▌         | 581/10000 [12:22<3:54:23,  1.49s/it]
  6%|▌         | 582/10000 [12:23<3:49:25,  1.46s/it]
  6%|▌         | 583/10000 [12:25<3:44:30,  1.43s/it]
  6%|▌         | 584/10000 [12:26<3:39:22,  1.40s/it]
  6%|▌         | 585/10000 [12:27<3:34:04,  1.36s/it]
  6%|▌         | 586/10000 [12:29<3:29:02,  1.33s/it]
  6%|▌         | 587/10000 [12:30<3:23:11,  1.30s/it]
  6%|▌         | 588/10000 [12:31<3:17:06,  1.26s/it]
  6%|▌         | 589/10000 [12:32<3:13:30,  1.23s/it]
  6%|▌         | 590/10000 [12:33<3:08:29,  1.20s/it]
  6%|▌         | 591/10000 [12:34<2:58:27,  1.14s/it]
  6%|▌         | 592/10000 [12:35<2:49:57,  1.08s/it]
  6%|▌         | 593/10000 [12:36<2:43:01,  1.04s/it]
  6%|▌         | 594/10000 [12:37<2:36:24,  1.00it/s]
  6%|▌         | 595/10000 [12:38<2:30:59,  1.04it/s]
  6%|▌         | 596/10000 [12:39<2:25:20,  1.08it/s]
  6%|▌         | 597/10000 [12:40<2:20:36,  1.11it/s]
  6%|▌         | 598/10000 [12:40<2:16:14,  1.15it/s]
  6%|▌         | 599/10000 [12:41<2:12:31,  1.18it/s]
  6%|▌         | 600/10000 [12:42<2:09:09,  1.21it/s]
  6%|▌         | 601/10000 [12:43<2:06:12,  1.24it/s]
  6%|▌         | 602/10000 [12:43<2:02:43,  1.28it/s]
  6%|▌         | 603/10000 [12:44<1:59:21,  1.31it/s]
  6%|▌         | 604/10000 [12:45<1:56:07,  1.35it/s]
  6%|▌         | 605/10000 [12:45<1:53:01,  1.39it/s]
  6%|▌         | 606/10000 [12:46<1:49:14,  1.43it/s]
  6%|▌         | 607/10000 [12:47<1:45:39,  1.48it/s]
  6%|▌         | 608/10000 [12:47<1:40:49,  1.55it/s]
  6%|▌         | 609/10000 [12:48<1:37:29,  1.61it/s]
  6%|▌         | 610/10000 [12:48<1:33:24,  1.68it/s]
  6%|▌         | 611/10000 [12:49<1:29:20,  1.75it/s]
  6%|▌         | 612/10000 [12:49<1:25:35,  1.83it/s]
  6%|▌         | 613/10000 [12:50<1:20:31,  1.94it/s]
  6%|▌         | 614/10000 [12:50<1:15:24,  2.07it/s]
  6%|▌         | 615/10000 [12:51<1:10:27,  2.22it/s]
  6%|▌         | 616/10000 [12:51<1:05:14,  2.40it/s]
  6%|▌         | 617/10000 [12:51<1:00:00,  2.61it/s]
  6%|▌         | 618/10000 [12:52<55:57,  2.79it/s]  
  6%|▌         | 619/10000 [12:52<52:31,  2.98it/s]
  6%|▌         | 620/10000 [12:52<49:52,  3.13it/s]
  6%|▌         | 621/10000 [12:52<47:51,  3.27it/s]
  6%|▌         | 622/10000 [12:55<2:13:28,  1.17it/s]
  6%|▌         | 623/10000 [12:56<3:00:32,  1.16s/it]
  6%|▌         | 624/10000 [12:58<3:28:19,  1.33s/it]
  6%|▋         | 625/10000 [13:00<3:42:52,  1.43s/it]
  6%|▋         | 626/10000 [13:01<3:49:05,  1.47s/it]
  6%|▋         | 627/10000 [13:03<3:50:06,  1.47s/it]
  6%|▋         | 628/10000 [13:04<3:49:36,  1.47s/it]
  6%|▋         | 629/10000 [13:06<3:46:20,  1.45s/it]
  6%|▋         | 630/10000 [13:07<3:41:30,  1.42s/it]
  6%|▋         | 631/10000 [13:08<3:36:07,  1.38s/it]
  6%|▋         | 632/10000 [13:10<3:30:38,  1.35s/it]
  6%|▋         | 633/10000 [13:11<3:24:45,  1.31s/it]
  6%|▋         | 634/10000 [13:12<3:19:32,  1.28s/it]
  6%|▋         | 635/10000 [13:13<3:14:12,  1.24s/it]
  6%|▋         | 636/10000 [13:14<3:08:20,  1.21s/it]
  6%|▋         | 637/10000 [13:15<3:02:04,  1.17s/it]
  6%|▋         | 638/10000 [13:17<2:57:30,  1.14s/it]
  6%|▋         | 639/10000 [13:18<2:52:51,  1.11s/it]
  6%|▋         | 640/10000 [13:19<2:48:33,  1.08s/it]
  6%|▋         | 641/10000 [13:20<2:43:45,  1.05s/it]
  6%|▋         | 642/10000 [13:21<2:39:22,  1.02s/it]
  6%|▋         | 643/10000 [13:21<2:35:20,  1.00it/s]
  6%|▋         | 644/10000 [13:22<2:31:13,  1.03it/s]
  6%|▋         | 645/10000 [13:23<2:27:57,  1.05it/s]
  6%|▋         | 646/10000 [13:24<2:24:37,  1.08it/s]
  6%|▋         | 647/10000 [13:25<2:20:08,  1.11it/s]
  6%|▋         | 648/10000 [13:26<2:16:14,  1.14it/s]
  6%|▋         | 649/10000 [13:27<2:12:34,  1.18it/s]
  6%|▋         | 650/10000 [13:27<2:09:20,  1.20it/s]
  7%|▋         | 651/10000 [13:28<2:06:11,  1.23it/s]
  7%|▋         | 652/10000 [13:29<2:02:53,  1.27it/s]
  7%|▋         | 653/10000 [13:30<1:59:26,  1.30it/s]
  7%|▋         | 654/10000 [13:30<1:56:00,  1.34it/s]
  7%|▋         | 655/10000 [13:31<1:53:02,  1.38it/s]
  7%|▋         | 656/10000 [13:32<1:49:45,  1.42it/s]
  7%|▋         | 657/10000 [13:32<1:46:29,  1.46it/s]
  7%|▋         | 658/10000 [13:33<1:43:37,  1.50it/s]
  7%|▋         | 659/10000 [13:33<1:41:29,  1.53it/s]
  7%|▋         | 660/10000 [13:34<1:37:23,  1.60it/s]
  7%|▋         | 661/10000 [13:35<1:33:23,  1.67it/s]
  7%|▋         | 662/10000 [13:35<1:29:19,  1.74it/s]
  7%|▋         | 663/10000 [13:36<1:24:44,  1.84it/s]
  7%|▋         | 664/10000 [13:36<1:19:39,  1.95it/s]
  7%|▋         | 665/10000 [13:36<1:14:57,  2.08it/s]
  7%|▋         | 666/10000 [13:37<1:10:05,  2.22it/s]
  7%|▋         | 667/10000 [13:37<1:04:45,  2.40it/s]
  7%|▋         | 668/10000 [13:37<58:53,  2.64it/s]  
  7%|▋         | 669/10000 [13:38<54:12,  2.87it/s]
  7%|▋         | 670/10000 [13:38<50:44,  3.06it/s]
  7%|▋         | 671/10000 [13:38<48:23,  3.21it/s]
  7%|▋         | 672/10000 [13:40<2:08:18,  1.21it/s]
  7%|▋         | 673/10000 [13:42<2:55:49,  1.13s/it]
  7%|▋         | 674/10000 [13:44<3:24:23,  1.31s/it]
  7%|▋         | 675/10000 [13:45<3:38:46,  1.41s/it]
  7%|▋         | 676/10000 [13:47<3:45:44,  1.45s/it]
  7%|▋         | 677/10000 [13:49<3:48:06,  1.47s/it]
  7%|▋         | 678/10000 [13:50<3:47:46,  1.47s/it]
  7%|▋         | 679/10000 [13:51<3:44:18,  1.44s/it]
  7%|▋         | 680/10000 [13:53<3:39:36,  1.41s/it]
  7%|▋         | 681/10000 [13:54<3:34:07,  1.38s/it]
  7%|▋         | 682/10000 [13:55<3:28:17,  1.34s/it]
  7%|▋         | 683/10000 [13:57<3:23:09,  1.31s/it]
  7%|▋         | 684/10000 [13:58<3:18:36,  1.28s/it]
  7%|▋         | 685/10000 [13:59<3:14:54,  1.26s/it]
  7%|▋         | 686/10000 [14:00<3:10:41,  1.23s/it]
  7%|▋         | 687/10000 [14:01<3:05:49,  1.20s/it]
  7%|▋         | 688/10000 [14:02<3:00:46,  1.16s/it]
  7%|▋         | 689/10000 [14:03<2:55:34,  1.13s/it]
  7%|▋         | 690/10000 [14:04<2:50:36,  1.10s/it]
  7%|▋         | 691/10000 [14:05<2:44:57,  1.06s/it]
  7%|▋         | 692/10000 [14:06<2:39:40,  1.03s/it]
  7%|▋         | 693/10000 [14:07<2:34:39,  1.00it/s]
  7%|▋         | 694/10000 [14:08<2:30:32,  1.03it/s]
  7%|▋         | 695/10000 [14:09<2:26:30,  1.06it/s]
  7%|▋         | 696/10000 [14:10<2:23:16,  1.08it/s]
  7%|▋         | 697/10000 [14:11<2:19:13,  1.11it/s]
  7%|▋         | 698/10000 [14:12<2:15:24,  1.14it/s]
  7%|▋         | 699/10000 [14:12<2:11:46,  1.18it/s]
  7%|▋         | 700/10000 [14:13<2:09:05,  1.20it/s]
  7%|▋         | 701/10000 [14:14<2:05:59,  1.23it/s]
  7%|▋         | 702/10000 [14:15<2:02:55,  1.26it/s]
  7%|▋         | 703/10000 [14:15<1:59:19,  1.30it/s]
  7%|▋         | 704/10000 [14:16<1:55:55,  1.34it/s]
  7%|▋         | 705/10000 [14:17<1:52:55,  1.37it/s]
  7%|▋         | 706/10000 [14:17<1:49:31,  1.41it/s]
  7%|▋         | 707/10000 [14:18<1:46:08,  1.46it/s]
  7%|▋         | 708/10000 [14:19<1:43:32,  1.50it/s]
  7%|▋         | 709/10000 [14:19<1:39:14,  1.56it/s]
  7%|▋         | 710/10000 [14:20<1:34:49,  1.63it/s]
  7%|▋         | 711/10000 [14:20<1:30:02,  1.72it/s]
  7%|▋         | 712/10000 [14:21<1:25:17,  1.81it/s]
  7%|▋         | 713/10000 [14:21<1:20:41,  1.92it/s]
  7%|▋         | 714/10000 [14:22<1:15:58,  2.04it/s]
  7%|▋         | 715/10000 [14:22<1:11:31,  2.16it/s]
  7%|▋         | 716/10000 [14:22<1:07:35,  2.29it/s]
  7%|▋         | 717/10000 [14:23<1:01:39,  2.51it/s]
  7%|▋         | 718/10000 [14:23<58:25,  2.65it/s]  
  7%|▋         | 719/10000 [14:23<53:50,  2.87it/s]
  7%|▋         | 720/10000 [14:24<50:28,  3.06it/s]
  7%|▋         | 721/10000 [14:24<48:02,  3.22it/s]
  7%|▋         | 722/10000 [14:26<2:08:26,  1.20it/s]
  7%|▋         | 723/10000 [14:28<2:54:57,  1.13s/it]
  7%|▋         | 724/10000 [14:29<3:21:06,  1.30s/it]
  7%|▋         | 725/10000 [14:31<3:33:29,  1.38s/it]
  7%|▋         | 726/10000 [14:33<3:39:25,  1.42s/it]
  7%|▋         | 727/10000 [14:34<3:41:01,  1.43s/it]
  7%|▋         | 728/10000 [14:35<3:38:51,  1.42s/it]
  7%|▋         | 729/10000 [14:37<3:34:45,  1.39s/it]
  7%|▋         | 730/10000 [14:38<3:30:04,  1.36s/it]
  7%|▋         | 731/10000 [14:39<3:25:40,  1.33s/it]
  7%|▋         | 732/10000 [14:41<3:21:32,  1.30s/it]
  7%|▋         | 733/10000 [14:42<3:17:01,  1.28s/it]
  7%|▋         | 734/10000 [14:43<3:11:56,  1.24s/it]
  7%|▋         | 735/10000 [14:44<3:06:17,  1.21s/it]
  7%|▋         | 736/10000 [14:45<3:01:18,  1.17s/it]
  7%|▋         | 737/10000 [14:46<2:57:02,  1.15s/it]
  7%|▋         | 738/10000 [14:47<2:52:32,  1.12s/it]
  7%|▋         | 739/10000 [14:48<2:47:45,  1.09s/it]
  7%|▋         | 740/10000 [14:49<2:44:15,  1.06s/it]
  7%|▋         | 741/10000 [14:50<2:39:55,  1.04s/it]
  7%|▋         | 742/10000 [14:51<2:35:29,  1.01s/it]
  7%|▋         | 743/10000 [14:52<2:31:26,  1.02it/s]
  7%|▋         | 744/10000 [14:53<2:27:30,  1.05it/s]
  7%|▋         | 745/10000 [14:54<2:24:05,  1.07it/s]
  7%|▋         | 746/10000 [14:55<2:20:51,  1.09it/s]
  7%|▋         | 747/10000 [14:56<2:16:54,  1.13it/s]
  7%|▋         | 748/10000 [14:56<2:13:13,  1.16it/s]
  7%|▋         | 749/10000 [14:57<2:10:14,  1.18it/s]
  8%|▊         | 750/10000 [14:58<2:07:34,  1.21it/s]
  8%|▊         | 751/10000 [14:59<2:04:43,  1.24it/s]
  8%|▊         | 752/10000 [14:59<2:01:43,  1.27it/s]
  8%|▊         | 753/10000 [15:00<1:58:36,  1.30it/s]
  8%|▊         | 754/10000 [15:01<1:55:10,  1.34it/s]
  8%|▊         | 755/10000 [15:02<1:51:43,  1.38it/s]
  8%|▊         | 756/10000 [15:02<1:48:48,  1.42it/s]
  8%|▊         | 757/10000 [15:03<1:45:37,  1.46it/s]
  8%|▊         | 758/10000 [15:04<1:42:54,  1.50it/s]
  8%|▊         | 759/10000 [15:04<1:38:42,  1.56it/s]
  8%|▊         | 760/10000 [15:05<1:34:45,  1.63it/s]
  8%|▊         | 761/10000 [15:05<1:29:59,  1.71it/s]
  8%|▊         | 762/10000 [15:06<1:25:43,  1.80it/s]
  8%|▊         | 763/10000 [15:06<1:22:23,  1.87it/s]
  8%|▊         | 764/10000 [15:07<1:17:55,  1.98it/s]
  8%|▊         | 765/10000 [15:07<1:12:30,  2.12it/s]
  8%|▊         | 766/10000 [15:07<1:07:29,  2.28it/s]
  8%|▊         | 767/10000 [15:08<1:01:38,  2.50it/s]
  8%|▊         | 768/10000 [15:08<56:50,  2.71it/s]  
  8%|▊         | 769/10000 [15:08<52:41,  2.92it/s]
  8%|▊         | 770/10000 [15:08<49:31,  3.11it/s]
  8%|▊         | 771/10000 [15:09<47:02,  3.27it/s]
  8%|▊         | 772/10000 [15:11<2:07:32,  1.21it/s]
  8%|▊         | 773/10000 [15:13<2:54:23,  1.13s/it]
  8%|▊         | 774/10000 [15:14<3:21:56,  1.31s/it]
  8%|▊         | 775/10000 [15:16<3:35:52,  1.40s/it]
  8%|▊         | 776/10000 [15:18<3:43:07,  1.45s/it]
  8%|▊         | 777/10000 [15:19<3:46:28,  1.47s/it]
  8%|▊         | 778/10000 [15:21<3:47:00,  1.48s/it]
  8%|▊         | 779/10000 [15:22<3:45:07,  1.46s/it]
  8%|▊         | 780/10000 [15:23<3:41:20,  1.44s/it]
  8%|▊         | 781/10000 [15:25<3:36:18,  1.41s/it]
  8%|▊         | 782/10000 [15:26<3:31:21,  1.38s/it]
  8%|▊         | 783/10000 [15:27<3:26:30,  1.34s/it]
  8%|▊         | 784/10000 [15:29<3:22:11,  1.32s/it]
  8%|▊         | 785/10000 [15:30<3:17:28,  1.29s/it]
  8%|▊         | 786/10000 [15:31<3:12:30,  1.25s/it]
  8%|▊         | 787/10000 [15:32<3:06:21,  1.21s/it]
  8%|▊         | 788/10000 [15:33<3:01:04,  1.18s/it]
  8%|▊         | 789/10000 [15:34<2:55:56,  1.15s/it]
  8%|▊         | 790/10000 [15:35<2:50:38,  1.11s/it]
  8%|▊         | 791/10000 [15:36<2:45:50,  1.08s/it]
  8%|▊         | 792/10000 [15:37<2:41:02,  1.05s/it]
  8%|▊         | 793/10000 [15:38<2:36:43,  1.02s/it]
  8%|▊         | 794/10000 [15:39<2:32:35,  1.01it/s]
  8%|▊         | 795/10000 [15:40<2:28:23,  1.03it/s]
  8%|▊         | 796/10000 [15:41<2:24:40,  1.06it/s]
  8%|▊         | 797/10000 [15:42<2:20:16,  1.09it/s]
  8%|▊         | 798/10000 [15:43<2:16:46,  1.12it/s]
  8%|▊         | 799/10000 [15:43<2:13:20,  1.15it/s]
  8%|▊         | 800/10000 [15:44<2:10:44,  1.17it/s]
  8%|▊         | 801/10000 [15:45<2:08:03,  1.20it/s]
  8%|▊         | 802/10000 [15:46<2:04:31,  1.23it/s]
  8%|▊         | 803/10000 [15:47<2:01:32,  1.26it/s]
  8%|▊         | 804/10000 [15:47<1:58:16,  1.30it/s]
  8%|▊         | 805/10000 [15:48<1:54:53,  1.33it/s]
  8%|▊         | 806/10000 [15:49<1:51:39,  1.37it/s]
  8%|▊         | 807/10000 [15:49<1:48:34,  1.41it/s]
  8%|▊         | 808/10000 [15:50<1:44:56,  1.46it/s]
  8%|▊         | 809/10000 [15:51<1:41:58,  1.50it/s]
  8%|▊         | 810/10000 [15:51<1:37:23,  1.57it/s]
  8%|▊         | 811/10000 [15:52<1:33:09,  1.64it/s]
  8%|▊         | 812/10000 [15:52<1:28:40,  1.73it/s]
  8%|▊         | 813/10000 [15:53<1:23:59,  1.82it/s]
  8%|▊         | 814/10000 [15:53<1:18:21,  1.95it/s]
  8%|▊         | 815/10000 [15:53<1:13:39,  2.08it/s]
  8%|▊         | 816/10000 [15:54<1:08:40,  2.23it/s]
  8%|▊         | 817/10000 [15:54<1:04:14,  2.38it/s]
  8%|▊         | 818/10000 [15:55<58:46,  2.60it/s]  
  8%|▊         | 819/10000 [15:55<53:52,  2.84it/s]
  8%|▊         | 820/10000 [15:55<50:34,  3.03it/s]
  8%|▊         | 821/10000 [15:55<47:49,  3.20it/s]
  8%|▊         | 822/10000 [15:57<2:08:42,  1.19it/s]
  8%|▊         | 823/10000 [15:59<2:58:15,  1.17s/it]
  8%|▊         | 824/10000 [16:01<3:27:29,  1.36s/it]
  8%|▊         | 825/10000 [16:03<3:43:48,  1.46s/it]
  8%|▊         | 826/10000 [16:04<3:51:03,  1.51s/it]
  8%|▊         | 827/10000 [16:06<3:53:20,  1.53s/it]
  8%|▊         | 828/10000 [16:08<3:51:36,  1.52s/it]
  8%|▊         | 829/10000 [16:09<3:48:25,  1.49s/it]
  8%|▊         | 830/10000 [16:10<3:43:12,  1.46s/it]
  8%|▊         | 831/10000 [16:12<3:38:00,  1.43s/it]
  8%|▊         | 832/10000 [16:13<3:32:03,  1.39s/it]
  8%|▊         | 833/10000 [16:14<3:26:18,  1.35s/it]
  8%|▊         | 834/10000 [16:15<3:21:04,  1.32s/it]
  8%|▊         | 835/10000 [16:17<3:15:30,  1.28s/it]
  8%|▊         | 836/10000 [16:18<3:10:31,  1.25s/it]
  8%|▊         | 837/10000 [16:19<3:04:30,  1.21s/it]
  8%|▊         | 838/10000 [16:20<2:59:20,  1.17s/it]
  8%|▊         | 839/10000 [16:21<2:55:15,  1.15s/it]
  8%|▊         | 840/10000 [16:22<2:50:20,  1.12s/it]
  8%|▊         | 841/10000 [16:23<2:45:44,  1.09s/it]
  8%|▊         | 842/10000 [16:24<2:41:04,  1.06s/it]
  8%|▊         | 843/10000 [16:25<2:36:33,  1.03s/it]
  8%|▊         | 844/10000 [16:26<2:32:13,  1.00it/s]
  8%|▊         | 845/10000 [16:27<2:28:17,  1.03it/s]
  8%|▊         | 846/10000 [16:28<2:24:34,  1.06it/s]
  8%|▊         | 847/10000 [16:29<2:21:23,  1.08it/s]
  8%|▊         | 848/10000 [16:30<2:17:32,  1.11it/s]
  8%|▊         | 849/10000 [16:30<2:14:01,  1.14it/s]
  8%|▊         | 850/10000 [16:31<2:10:29,  1.17it/s]
  9%|▊         | 851/10000 [16:32<2:06:32,  1.21it/s]
  9%|▊         | 852/10000 [16:33<2:03:28,  1.23it/s]
  9%|▊         | 853/10000 [16:34<2:00:43,  1.26it/s]
  9%|▊         | 854/10000 [16:34<1:57:23,  1.30it/s]
  9%|▊         | 855/10000 [16:35<1:54:13,  1.33it/s]
  9%|▊         | 856/10000 [16:36<1:50:46,  1.38it/s]
  9%|▊         | 857/10000 [16:36<1:47:00,  1.42it/s]
  9%|▊         | 858/10000 [16:37<1:42:52,  1.48it/s]
  9%|▊         | 859/10000 [16:37<1:38:23,  1.55it/s]
  9%|▊         | 860/10000 [16:38<1:34:19,  1.61it/s]
  9%|▊         | 861/10000 [16:39<1:30:10,  1.69it/s]
  9%|▊         | 862/10000 [16:39<1:25:39,  1.78it/s]
  9%|▊         | 863/10000 [16:40<1:21:50,  1.86it/s]
  9%|▊         | 864/10000 [16:40<1:17:33,  1.96it/s]
  9%|▊         | 865/10000 [16:40<1:13:10,  2.08it/s]
  9%|▊         | 866/10000 [16:41<1:07:36,  2.25it/s]
  9%|▊         | 867/10000 [16:41<1:01:27,  2.48it/s]
  9%|▊         | 868/10000 [16:41<56:09,  2.71it/s]  
  9%|▊         | 869/10000 [16:42<52:08,  2.92it/s]
  9%|▊         | 870/10000 [16:42<48:50,  3.12it/s]
  9%|▊         | 871/10000 [16:42<46:25,  3.28it/s]
  9%|▊         | 872/10000 [16:44<2:06:33,  1.20it/s]
  9%|▊         | 873/10000 [16:46<2:56:19,  1.16s/it]
  9%|▊         | 874/10000 [16:48<3:22:38,  1.33s/it]
  9%|▉         | 875/10000 [16:49<3:35:21,  1.42s/it]
  9%|▉         | 876/10000 [16:51<3:41:39,  1.46s/it]
  9%|▉         | 877/10000 [16:53<3:43:31,  1.47s/it]
  9%|▉         | 878/10000 [16:54<3:42:27,  1.46s/it]
  9%|▉         | 879/10000 [16:55<3:39:33,  1.44s/it]
  9%|▉         | 880/10000 [16:57<3:36:02,  1.42s/it]
  9%|▉         | 881/10000 [16:58<3:32:05,  1.40s/it]
  9%|▉         | 882/10000 [16:59<3:26:15,  1.36s/it]
  9%|▉         | 883/10000 [17:01<3:20:45,  1.32s/it]
  9%|▉         | 884/10000 [17:02<3:15:27,  1.29s/it]
  9%|▉         | 885/10000 [17:03<3:10:30,  1.25s/it]
  9%|▉         | 886/10000 [17:04<3:04:15,  1.21s/it]
  9%|▉         | 887/10000 [17:05<2:58:42,  1.18s/it]
  9%|▉         | 888/10000 [17:06<2:54:04,  1.15s/it]
  9%|▉         | 889/10000 [17:07<2:49:01,  1.11s/it]
  9%|▉         | 890/10000 [17:08<2:44:43,  1.08s/it]
  9%|▉         | 891/10000 [17:09<2:40:28,  1.06s/it]
  9%|▉         | 892/10000 [17:10<2:36:04,  1.03s/it]
  9%|▉         | 893/10000 [17:11<2:31:48,  1.00s/it]
  9%|▉         | 894/10000 [17:12<2:28:16,  1.02it/s]
  9%|▉         | 895/10000 [17:13<2:24:50,  1.05it/s]
  9%|▉         | 896/10000 [17:14<2:22:19,  1.07it/s]
  9%|▉         | 897/10000 [17:15<2:18:07,  1.10it/s]
  9%|▉         | 898/10000 [17:16<2:14:01,  1.13it/s]
  9%|▉         | 899/10000 [17:16<2:10:38,  1.16it/s]
  9%|▉         | 900/10000 [17:17<2:07:02,  1.19it/s]
  9%|▉         | 901/10000 [17:18<2:03:36,  1.23it/s]
  9%|▉         | 902/10000 [17:19<2:00:30,  1.26it/s]
  9%|▉         | 903/10000 [17:19<1:57:05,  1.29it/s]
  9%|▉         | 904/10000 [17:20<1:53:11,  1.34it/s]
  9%|▉         | 905/10000 [17:21<1:49:07,  1.39it/s]
  9%|▉         | 906/10000 [17:21<1:45:04,  1.44it/s]
  9%|▉         | 907/10000 [17:22<1:42:14,  1.48it/s]
  9%|▉         | 908/10000 [17:23<1:37:38,  1.55it/s]
  9%|▉         | 909/10000 [17:23<1:32:58,  1.63it/s]
  9%|▉         | 910/10000 [17:24<1:29:03,  1.70it/s]
  9%|▉         | 911/10000 [17:24<1:25:14,  1.78it/s]
  9%|▉         | 912/10000 [17:25<1:21:48,  1.85it/s]
  9%|▉         | 913/10000 [17:25<1:18:04,  1.94it/s]
  9%|▉         | 914/10000 [17:26<1:14:28,  2.03it/s]
  9%|▉         | 915/10000 [17:26<1:10:29,  2.15it/s]
  9%|▉         | 916/10000 [17:26<1:06:11,  2.29it/s]
  9%|▉         | 917/10000 [17:27<1:00:46,  2.49it/s]
  9%|▉         | 918/10000 [17:27<56:06,  2.70it/s]  
  9%|▉         | 919/10000 [17:27<52:08,  2.90it/s]
  9%|▉         | 920/10000 [17:27<48:58,  3.09it/s]
  9%|▉         | 921/10000 [17:28<46:37,  3.25it/s]
  9%|▉         | 922/10000 [17:30<2:02:06,  1.24it/s]
  9%|▉         | 923/10000 [17:31<2:38:18,  1.05s/it]
  9%|▉         | 924/10000 [17:33<2:55:35,  1.16s/it]
  9%|▉         | 925/10000 [17:34<3:02:58,  1.21s/it]
  9%|▉         | 926/10000 [17:35<3:05:06,  1.22s/it]
  9%|▉         | 927/10000 [17:37<3:05:01,  1.22s/it]
  9%|▉         | 928/10000 [17:38<2:59:30,  1.19s/it]
  9%|▉         | 929/10000 [17:39<2:52:23,  1.14s/it]
  9%|▉         | 930/10000 [17:40<2:44:41,  1.09s/it]
  9%|▉         | 931/10000 [17:41<2:36:25,  1.03s/it]
  9%|▉         | 932/10000 [17:41<2:27:04,  1.03it/s]
  9%|▉         | 933/10000 [17:42<2:18:31,  1.09it/s]
  9%|▉         | 934/10000 [17:43<2:11:17,  1.15it/s]
  9%|▉         | 935/10000 [17:44<2:03:33,  1.22it/s]
  9%|▉         | 936/10000 [17:44<1:54:46,  1.32it/s]
  9%|▉         | 937/10000 [17:45<1:45:32,  1.43it/s]
  9%|▉         | 938/10000 [17:45<1:36:16,  1.57it/s]
  9%|▉         | 939/10000 [17:46<1:26:09,  1.75it/s]
  9%|▉         | 940/10000 [17:46<1:15:49,  1.99it/s]
  9%|▉         | 941/10000 [17:46<1:05:43,  2.30it/s]
  9%|▉         | 942/10000 [17:47<55:13,  2.73it/s]  
  9%|▉         | 943/10000 [17:49<2:11:29,  1.15it/s]
  9%|▉         | 944/10000 [17:50<2:56:36,  1.17s/it]
  9%|▉         | 945/10000 [17:52<3:23:22,  1.35s/it]
  9%|▉         | 946/10000 [17:54<3:37:05,  1.44s/it]
  9%|▉         | 947/10000 [17:55<3:44:02,  1.48s/it]
  9%|▉         | 948/10000 [17:57<3:46:20,  1.50s/it]
  9%|▉         | 949/10000 [17:59<3:45:04,  1.49s/it]
 10%|▉         | 950/10000 [18:00<3:42:14,  1.47s/it]
 10%|▉         | 951/10000 [18:01<3:37:48,  1.44s/it]
 10%|▉         | 952/10000 [18:03<3:32:37,  1.41s/it]
 10%|▉         | 953/10000 [18:04<3:27:26,  1.38s/it]
 10%|▉         | 954/10000 [18:05<3:21:33,  1.34s/it]
 10%|▉         | 955/10000 [18:06<3:17:07,  1.31s/it]
 10%|▉         | 956/10000 [18:08<3:12:33,  1.28s/it]
 10%|▉         | 957/10000 [18:09<3:07:57,  1.25s/it]
 10%|▉         | 958/10000 [18:10<3:02:17,  1.21s/it]
 10%|▉         | 959/10000 [18:11<2:57:25,  1.18s/it]
 10%|▉         | 960/10000 [18:12<2:51:43,  1.14s/it]
 10%|▉         | 961/10000 [18:13<2:45:48,  1.10s/it]
 10%|▉         | 962/10000 [18:14<2:40:42,  1.07s/it]
 10%|▉         | 963/10000 [18:15<2:36:20,  1.04s/it]
 10%|▉         | 964/10000 [18:16<2:32:11,  1.01s/it]
 10%|▉         | 965/10000 [18:17<2:28:29,  1.01it/s]
 10%|▉         | 966/10000 [18:18<2:25:12,  1.04it/s]
 10%|▉         | 967/10000 [18:19<2:21:52,  1.06it/s]
 10%|▉         | 968/10000 [18:20<2:18:21,  1.09it/s]
 10%|▉         | 969/10000 [18:20<2:14:04,  1.12it/s]
 10%|▉         | 970/10000 [18:21<2:09:50,  1.16it/s]
 10%|▉         | 971/10000 [18:22<2:05:55,  1.20it/s]
 10%|▉         | 972/10000 [18:23<2:02:36,  1.23it/s]
 10%|▉         | 973/10000 [18:23<1:59:04,  1.26it/s]
 10%|▉         | 974/10000 [18:24<1:56:03,  1.30it/s]
 10%|▉         | 975/10000 [18:25<1:52:24,  1.34it/s]
 10%|▉         | 976/10000 [18:26<1:49:32,  1.37it/s]
 10%|▉         | 977/10000 [18:26<1:46:04,  1.42it/s]
 10%|▉         | 978/10000 [18:27<1:42:10,  1.47it/s]
 10%|▉         | 979/10000 [18:27<1:39:38,  1.51it/s]
 10%|▉         | 980/10000 [18:28<1:34:42,  1.59it/s]
 10%|▉         | 981/10000 [18:29<1:30:11,  1.67it/s]
 10%|▉         | 982/10000 [18:29<1:25:52,  1.75it/s]
 10%|▉         | 983/10000 [18:30<1:21:49,  1.84it/s]
 10%|▉         | 984/10000 [18:30<1:17:04,  1.95it/s]
 10%|▉         | 985/10000 [18:30<1:12:12,  2.08it/s]
 10%|▉         | 986/10000 [18:31<1:07:18,  2.23it/s]
 10%|▉         | 987/10000 [18:31<1:02:50,  2.39it/s]
 10%|▉         | 988/10000 [18:31<57:45,  2.60it/s]  
 10%|▉         | 989/10000 [18:32<53:26,  2.81it/s]
 10%|▉         | 990/10000 [18:32<49:47,  3.02it/s]
 10%|▉         | 991/10000 [18:32<47:11,  3.18it/s]
 10%|▉         | 992/10000 [18:33<45:10,  3.32it/s]
 10%|▉         | 993/10000 [18:35<2:04:04,  1.21it/s]
 10%|▉         | 994/10000 [18:36<2:51:03,  1.14s/it]
 10%|▉         | 995/10000 [18:38<3:18:47,  1.32s/it]
 10%|▉         | 996/10000 [18:40<3:31:53,  1.41s/it]
 10%|▉         | 997/10000 [18:41<3:38:19,  1.46s/it]
 10%|▉         | 998/10000 [18:43<3:40:35,  1.47s/it]
 10%|▉         | 999/10000 [18:44<3:39:09,  1.46s/it]
 10%|█         | 1000/10000 [18:46<3:35:55,  1.44s/it]
                                                      

 10%|█         | 1000/10000 [18:46<3:35:55,  1.44s/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 = 2822
  Batch size = 12
{'eval_loss': 3.1697003841400146, 'eval_wer': 1.0, 'eval_runtime': 96.1702, 'eval_samples_per_second': 29.344, 'eval_steps_per_second': 2.454, 'epoch': 1.06}
{'loss': 3.1489, 'learning_rate': 9.98e-05, 'epoch': 2.12}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:39,  5.88it/s]

  1%|▏         | 3/236 [00:00<01:05,  3.56it/s]

  2%|▏         | 4/236 [00:01<01:05,  3.52it/s]

  2%|▏         | 5/236 [00:01<01:08,  3.35it/s]

  3%|▎         | 6/236 [00:01<01:11,  3.24it/s]

  3%|▎         | 7/236 [00:02<01:14,  3.06it/s]

  3%|▎         | 8/236 [00:02<01:15,  3.01it/s]

  4%|▍         | 9/236 [00:02<01:12,  3.15it/s]

  4%|▍         | 10/236 [00:03<01:15,  2.98it/s]

  5%|▍         | 11/236 [00:03<01:20,  2.80it/s]

  5%|▌         | 12/236 [00:03<01:15,  2.95it/s]

  6%|▌         | 13/236 [00:04<01:17,  2.89it/s]

  6%|▌         | 14/236 [00:04<01:19,  2.81it/s]

  6%|▋         | 15/236 [00:04<01:17,  2.85it/s]

  7%|▋         | 16/236 [00:05<01:21,  2.71it/s]

  7%|▋         | 17/236 [00:05<01:20,  2.71it/s]

  8%|▊         | 18/236 [00:06<01:22,  2.65it/s]

  8%|▊         | 19/236 [00:06<01:18,  2.78it/s]

  8%|▊         | 20/236 [00:06<01:23,  2.59it/s]

  9%|▉         | 21/236 [00:07<01:21,  2.63it/s]

  9%|▉         | 22/236 [00:07<01:21,  2.63it/s]

 10%|▉         | 23/236 [00:07<01:16,  2.77it/s]

 10%|█         | 24/236 [00:08<01:13,  2.90it/s]

 11%|█         | 25/236 [00:08<01:07,  3.13it/s]

 11%|█         | 26/236 [00:08<01:12,  2.91it/s]

 11%|█▏        | 27/236 [00:09<01:08,  3.05it/s]

 12%|█▏        | 28/236 [00:09<01:07,  3.06it/s]

 12%|█▏        | 29/236 [00:09<01:06,  3.12it/s]

 13%|█▎        | 30/236 [00:10<01:04,  3.18it/s]

 13%|█▎        | 31/236 [00:10<01:08,  3.00it/s]

 14%|█▎        | 32/236 [00:10<01:14,  2.72it/s]

 14%|█▍        | 33/236 [00:11<01:16,  2.65it/s]

 14%|█▍        | 34/236 [00:11<01:13,  2.73it/s]

 15%|█▍        | 35/236 [00:11<01:11,  2.80it/s]

 15%|█▌        | 36/236 [00:12<01:12,  2.77it/s]

 16%|█▌        | 37/236 [00:12<01:12,  2.74it/s]

 16%|█▌        | 38/236 [00:13<01:07,  2.94it/s]

 17%|█▋        | 39/236 [00:13<01:12,  2.71it/s]

 17%|█▋        | 40/236 [00:13<01:16,  2.58it/s]

 17%|█▋        | 41/236 [00:14<01:16,  2.56it/s]

 18%|█▊        | 42/236 [00:14<01:19,  2.45it/s]

 18%|█▊        | 43/236 [00:15<01:18,  2.47it/s]

 19%|█▊        | 44/236 [00:15<01:16,  2.52it/s]

 19%|█▉        | 45/236 [00:15<01:11,  2.66it/s]

 19%|█▉        | 46/236 [00:16<01:12,  2.63it/s]

 20%|█▉        | 47/236 [00:16<01:13,  2.55it/s]

 20%|██        | 48/236 [00:16<01:09,  2.72it/s]

 21%|██        | 49/236 [00:17<01:15,  2.47it/s]

 21%|██        | 50/236 [00:17<01:14,  2.51it/s]

 22%|██▏       | 51/236 [00:18<01:10,  2.63it/s]

 22%|██▏       | 52/236 [00:18<01:07,  2.71it/s]

 22%|██▏       | 53/236 [00:18<01:13,  2.50it/s]

 23%|██▎       | 54/236 [00:19<01:10,  2.60it/s]

 23%|██▎       | 55/236 [00:19<01:06,  2.71it/s]

 24%|██▎       | 56/236 [00:20<01:07,  2.67it/s]

 24%|██▍       | 57/236 [00:20<01:07,  2.65it/s]

 25%|██▍       | 58/236 [00:20<01:05,  2.73it/s]

 25%|██▌       | 59/236 [00:21<01:03,  2.77it/s]

 25%|██▌       | 60/236 [00:21<01:05,  2.69it/s]

 26%|██▌       | 61/236 [00:21<01:02,  2.80it/s]

 26%|██▋       | 62/236 [00:22<00:59,  2.91it/s]

 27%|██▋       | 63/236 [00:22<01:01,  2.80it/s]

 27%|██▋       | 64/236 [00:22<01:02,  2.74it/s]

 28%|██▊       | 65/236 [00:23<01:03,  2.70it/s]

 28%|██▊       | 66/236 [00:23<00:59,  2.87it/s]

 28%|██▊       | 67/236 [00:23<00:55,  3.03it/s]

 29%|██▉       | 68/236 [00:24<00:53,  3.13it/s]

 29%|██▉       | 69/236 [00:24<00:51,  3.24it/s]

 30%|██▉       | 70/236 [00:24<00:49,  3.39it/s]

 30%|███       | 71/236 [00:25<00:52,  3.12it/s]

 31%|███       | 72/236 [00:25<00:53,  3.09it/s]

 31%|███       | 73/236 [00:25<00:58,  2.78it/s]

 31%|███▏      | 74/236 [00:26<01:01,  2.65it/s]

 32%|███▏      | 75/236 [00:26<01:00,  2.67it/s]

 32%|███▏      | 76/236 [00:27<01:00,  2.66it/s]

 33%|███▎      | 77/236 [00:27<00:58,  2.70it/s]

 33%|███▎      | 78/236 [00:27<00:54,  2.90it/s]

 33%|███▎      | 79/236 [00:28<00:57,  2.75it/s]

 34%|███▍      | 80/236 [00:28<00:57,  2.73it/s]

 34%|███▍      | 81/236 [00:28<00:56,  2.74it/s]

 35%|███▍      | 82/236 [00:29<00:56,  2.74it/s]

 35%|███▌      | 83/236 [00:29<00:51,  2.96it/s]

 36%|███▌      | 84/236 [00:29<00:48,  3.11it/s]

 36%|███▌      | 85/236 [00:30<00:46,  3.23it/s]

 36%|███▋      | 86/236 [00:30<00:44,  3.39it/s]

 37%|███▋      | 87/236 [00:30<00:46,  3.23it/s]

 37%|███▋      | 88/236 [00:30<00:45,  3.23it/s]

 38%|███▊      | 89/236 [00:31<00:48,  3.04it/s]

 38%|███▊      | 90/236 [00:31<00:48,  2.99it/s]

 39%|███▊      | 91/236 [00:32<00:51,  2.79it/s]

 39%|███▉      | 92/236 [00:32<00:48,  2.99it/s]

 39%|███▉      | 93/236 [00:32<00:45,  3.15it/s]

 40%|███▉      | 94/236 [00:32<00:43,  3.28it/s]

 40%|████      | 95/236 [00:33<00:46,  3.04it/s]

 41%|████      | 96/236 [00:33<00:44,  3.12it/s]

 41%|████      | 97/236 [00:33<00:42,  3.27it/s]

 42%|████▏     | 98/236 [00:34<00:43,  3.16it/s]

 42%|████▏     | 99/236 [00:34<00:48,  2.83it/s]

 42%|████▏     | 100/236 [00:35<00:48,  2.81it/s]

 43%|████▎     | 101/236 [00:35<00:49,  2.74it/s]

 43%|████▎     | 102/236 [00:35<00:46,  2.89it/s]

 44%|████▎     | 103/236 [00:36<00:44,  2.99it/s]

 44%|████▍     | 104/236 [00:36<00:46,  2.83it/s]

 44%|████▍     | 105/236 [00:36<00:43,  3.03it/s]

 45%|████▍     | 106/236 [00:37<00:43,  3.00it/s]

 45%|████▌     | 107/236 [00:37<00:43,  2.99it/s]

 46%|████▌     | 108/236 [00:37<00:46,  2.73it/s]

 46%|████▌     | 109/236 [00:38<00:47,  2.66it/s]

 47%|████▋     | 110/236 [00:38<00:43,  2.88it/s]

 47%|████▋     | 111/236 [00:38<00:41,  3.05it/s]

 47%|████▋     | 112/236 [00:39<00:41,  2.97it/s]

 48%|████▊     | 113/236 [00:39<00:41,  2.97it/s]

 48%|████▊     | 114/236 [00:39<00:42,  2.90it/s]

 49%|████▊     | 115/236 [00:40<00:39,  3.03it/s]

 49%|████▉     | 116/236 [00:40<00:39,  3.07it/s]

 50%|████▉     | 117/236 [00:40<00:40,  2.94it/s]

 50%|█████     | 118/236 [00:41<00:38,  3.03it/s]

 50%|█████     | 119/236 [00:41<00:38,  3.06it/s]

 51%|█████     | 120/236 [00:41<00:36,  3.14it/s]

 51%|█████▏    | 121/236 [00:42<00:38,  3.03it/s]

 52%|█████▏    | 122/236 [00:42<00:39,  2.88it/s]

 52%|█████▏    | 123/236 [00:42<00:37,  3.00it/s]

 53%|█████▎    | 124/236 [00:43<00:37,  2.99it/s]

 53%|█████▎    | 125/236 [00:43<00:36,  3.02it/s]

 53%|█████▎    | 126/236 [00:43<00:35,  3.10it/s]

 54%|█████▍    | 127/236 [00:44<00:36,  2.95it/s]

 54%|█████▍    | 128/236 [00:44<00:37,  2.87it/s]

 55%|█████▍    | 129/236 [00:44<00:34,  3.11it/s]

 55%|█████▌    | 130/236 [00:45<00:33,  3.21it/s]

 56%|█████▌    | 131/236 [00:45<00:33,  3.12it/s]

 56%|█████▌    | 132/236 [00:45<00:32,  3.25it/s]

 56%|█████▋    | 133/236 [00:46<00:34,  2.97it/s]

 57%|█████▋    | 134/236 [00:46<00:34,  2.94it/s]

 57%|█████▋    | 135/236 [00:46<00:33,  3.05it/s]

 58%|█████▊    | 136/236 [00:47<00:34,  2.86it/s]

 58%|█████▊    | 137/236 [00:47<00:34,  2.84it/s]

 58%|█████▊    | 138/236 [00:47<00:35,  2.76it/s]

 59%|█████▉    | 139/236 [00:48<00:32,  2.95it/s]

 59%|█████▉    | 140/236 [00:48<00:31,  3.08it/s]

 60%|█████▉    | 141/236 [00:48<00:32,  2.95it/s]

 60%|██████    | 142/236 [00:49<00:32,  2.85it/s]

 61%|██████    | 143/236 [00:49<00:35,  2.64it/s]

 61%|██████    | 144/236 [00:49<00:33,  2.73it/s]

 61%|██████▏   | 145/236 [00:50<00:34,  2.66it/s]

 62%|██████▏   | 146/236 [00:50<00:32,  2.75it/s]

 62%|██████▏   | 147/236 [00:51<00:32,  2.73it/s]

 63%|██████▎   | 148/236 [00:51<00:31,  2.76it/s]

 63%|██████▎   | 149/236 [00:51<00:30,  2.88it/s]

 64%|██████▎   | 150/236 [00:52<00:28,  3.07it/s]

 64%|██████▍   | 151/236 [00:52<00:28,  2.94it/s]

 64%|██████▍   | 152/236 [00:52<00:27,  3.04it/s]

 65%|██████▍   | 153/236 [00:53<00:27,  3.01it/s]

 65%|██████▌   | 154/236 [00:53<00:27,  2.95it/s]

 66%|██████▌   | 155/236 [00:53<00:27,  2.96it/s]

 66%|██████▌   | 156/236 [00:54<00:29,  2.69it/s]

 67%|██████▋   | 157/236 [00:54<00:31,  2.53it/s]

 67%|██████▋   | 158/236 [00:54<00:30,  2.57it/s]

 67%|██████▋   | 159/236 [00:55<00:27,  2.82it/s]

 68%|██████▊   | 160/236 [00:55<00:26,  2.83it/s]

 68%|██████▊   | 161/236 [00:55<00:26,  2.85it/s]

 69%|██████▊   | 162/236 [00:56<00:24,  3.04it/s]

 69%|██████▉   | 163/236 [00:56<00:23,  3.09it/s]

 69%|██████▉   | 164/236 [00:56<00:21,  3.31it/s]

 70%|██████▉   | 165/236 [00:57<00:20,  3.42it/s]

 70%|███████   | 166/236 [00:57<00:21,  3.33it/s]

 71%|███████   | 167/236 [00:57<00:21,  3.15it/s]

 71%|███████   | 168/236 [00:58<00:21,  3.12it/s]

 72%|███████▏  | 169/236 [00:58<00:21,  3.06it/s]

 72%|███████▏  | 170/236 [00:58<00:24,  2.68it/s]

 72%|███████▏  | 171/236 [00:59<00:22,  2.93it/s]

 73%|███████▎  | 172/236 [00:59<00:21,  2.98it/s]

 73%|███████▎  | 173/236 [00:59<00:22,  2.80it/s]

 74%|███████▎  | 174/236 [01:00<00:23,  2.61it/s]

 74%|███████▍  | 175/236 [01:00<00:22,  2.69it/s]

 75%|███████▍  | 176/236 [01:01<00:21,  2.74it/s]

 75%|███████▌  | 177/236 [01:01<00:19,  3.01it/s]

 75%|███████▌  | 178/236 [01:01<00:19,  2.93it/s]

 76%|███████▌  | 179/236 [01:02<00:19,  2.86it/s]

 76%|███████▋  | 180/236 [01:02<00:19,  2.92it/s]

 77%|███████▋  | 181/236 [01:02<00:19,  2.76it/s]

 77%|███████▋  | 182/236 [01:03<00:19,  2.72it/s]

 78%|███████▊  | 183/236 [01:03<00:18,  2.93it/s]

 78%|███████▊  | 184/236 [01:03<00:18,  2.86it/s]

 78%|███████▊  | 185/236 [01:04<00:17,  2.89it/s]

 79%|███████▉  | 186/236 [01:04<00:18,  2.77it/s]

 79%|███████▉  | 187/236 [01:04<00:17,  2.86it/s]

 80%|███████▉  | 188/236 [01:05<00:16,  2.83it/s]

 80%|████████  | 189/236 [01:05<00:16,  2.88it/s]

 81%|████████  | 190/236 [01:05<00:17,  2.62it/s]

 81%|████████  | 191/236 [01:06<00:16,  2.72it/s]

 81%|████████▏ | 192/236 [01:06<00:14,  3.04it/s]

 82%|████████▏ | 193/236 [01:06<00:14,  2.88it/s]

 82%|████████▏ | 194/236 [01:07<00:15,  2.69it/s]

 83%|████████▎ | 195/236 [01:07<00:12,  3.16it/s]

 83%|████████▎ | 196/236 [01:07<00:12,  3.24it/s]

 83%|████████▎ | 197/236 [01:08<00:11,  3.27it/s]

 84%|████████▍ | 198/236 [01:08<00:12,  2.99it/s]

 84%|████████▍ | 199/236 [01:08<00:12,  2.86it/s]

 85%|████████▍ | 200/236 [01:09<00:12,  2.86it/s]

 85%|████████▌ | 201/236 [01:09<00:13,  2.66it/s]

 86%|████████▌ | 202/236 [01:10<00:13,  2.60it/s]

 86%|████████▌ | 203/236 [01:10<00:11,  2.90it/s]

 86%|████████▋ | 204/236 [01:10<00:10,  2.96it/s]

 87%|████████▋ | 205/236 [01:11<00:10,  2.89it/s]

 87%|████████▋ | 206/236 [01:11<00:09,  3.07it/s]

 88%|████████▊ | 207/236 [01:11<00:08,  3.35it/s]

 88%|████████▊ | 208/236 [01:11<00:09,  3.11it/s]

 89%|████████▊ | 209/236 [01:12<00:09,  2.93it/s]

 89%|████████▉ | 210/236 [01:12<00:09,  2.75it/s]

 89%|████████▉ | 211/236 [01:13<00:09,  2.59it/s]

 90%|████████▉ | 212/236 [01:13<00:08,  2.72it/s]

 90%|█████████ | 213/236 [01:13<00:07,  2.92it/s]

 91%|█████████ | 214/236 [01:14<00:07,  2.94it/s]

 91%|█████████ | 215/236 [01:14<00:07,  2.88it/s]

 92%|█████████▏| 216/236 [01:14<00:06,  3.05it/s]

 92%|█████████▏| 217/236 [01:15<00:06,  2.77it/s]

 92%|█████████▏| 218/236 [01:15<00:05,  3.09it/s]

 93%|█████████▎| 219/236 [01:15<00:05,  3.24it/s]

 93%|█████████▎| 220/236 [01:16<00:05,  2.97it/s]

 94%|█████████▎| 221/236 [01:16<00:05,  2.97it/s]

 94%|█████████▍| 222/236 [01:16<00:05,  2.75it/s]

 94%|█████████▍| 223/236 [01:17<00:04,  2.76it/s]

 95%|█████████▍| 224/236 [01:17<00:04,  2.58it/s]

 95%|█████████▌| 225/236 [01:18<00:04,  2.68it/s]

 96%|█████████▌| 226/236 [01:18<00:03,  2.66it/s]

 96%|█████████▌| 227/236 [01:18<00:03,  2.81it/s]

 97%|█████████▋| 228/236 [01:19<00:02,  2.87it/s]

 97%|█████████▋| 229/236 [01:19<00:02,  2.78it/s]

 97%|█████████▋| 230/236 [01:19<00:02,  2.91it/s]

 98%|█████████▊| 231/236 [01:20<00:01,  2.85it/s]

 98%|█████████▊| 232/236 [01:20<00:01,  2.82it/s]

 99%|█████████▊| 233/236 [01:20<00:01,  2.95it/s]

 99%|█████████▉| 234/236 [01:21<00:00,  3.23it/s]

100%|█████████▉| 235/236 [01:21<00:00,  3.03it/s]
                                                      

                                                 

 10%|█         | 1000/10000 [20:09<3:35:55,  1.44s/it]

100%|██████████| 236/236 [01:22<00:00,  3.03it/s]

                                                 Saving model checkpoint to experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-1000
Configuration saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-1000/config.json
Model weights saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-1000/pytorch_model.bin
Feature extractor saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-1000/preprocessor_config.json

 10%|█         | 1001/10000 [20:19<72:11:36, 28.88s/it]
 10%|█         | 1002/10000 [20:20<51:30:39, 20.61s/it]
 10%|█         | 1003/10000 [20:21<36:59:52, 14.80s/it]
 10%|█         | 1004/10000 [20:22<26:48:05, 10.73s/it]
 10%|█         | 1005/10000 [20:24<19:38:41,  7.86s/it]
 10%|█         | 1006/10000 [20:25<14:36:53,  5.85s/it]
 10%|█         | 1007/10000 [20:26<11:03:27,  4.43s/it]
 10%|█         | 1008/10000 [20:27<8:33:03,  3.42s/it] 
 10%|█         | 1009/10000 [20:28<6:47:20,  2.72s/it]
 10%|█         | 1010/10000 [20:29<5:31:30,  2.21s/it]
 10%|█         | 1011/10000 [20:30<4:37:17,  1.85s/it]
 10%|█         | 1012/10000 [20:31<3:57:47,  1.59s/it]
 10%|█         | 1013/10000 [20:32<3:28:48,  1.39s/it]
 10%|█         | 1014/10000 [20:33<3:07:28,  1.25s/it]
 10%|█         | 1015/10000 [20:34<2:51:03,  1.14s/it]
 10%|█         | 1016/10000 [20:35<2:39:04,  1.06s/it]
 10%|█         | 1017/10000 [20:35<2:29:05,  1.00it/s]
 10%|█         | 1018/10000 [20:36<2:20:57,  1.06it/s]
 10%|█         | 1019/10000 [20:37<2:14:39,  1.11it/s]
 10%|█         | 1020/10000 [20:38<2:09:50,  1.15it/s]
 10%|█         | 1021/10000 [20:39<2:05:41,  1.19it/s]
 10%|█         | 1022/10000 [20:39<2:01:45,  1.23it/s]
 10%|█         | 1023/10000 [20:40<1:58:23,  1.26it/s]
 10%|█         | 1024/10000 [20:41<1:54:50,  1.30it/s]
 10%|█         | 1025/10000 [20:42<1:51:40,  1.34it/s]
 10%|█         | 1026/10000 [20:42<1:48:11,  1.38it/s]
 10%|█         | 1027/10000 [20:43<1:44:53,  1.43it/s]
 10%|█         | 1028/10000 [20:44<1:41:42,  1.47it/s]
 10%|█         | 1029/10000 [20:44<1:39:12,  1.51it/s]
 10%|█         | 1030/10000 [20:45<1:35:12,  1.57it/s]
 10%|█         | 1031/10000 [20:45<1:31:18,  1.64it/s]
 10%|█         | 1032/10000 [20:46<1:27:16,  1.71it/s]
 10%|█         | 1033/10000 [20:46<1:23:06,  1.80it/s]
 10%|█         | 1034/10000 [20:47<1:18:26,  1.90it/s]
 10%|█         | 1035/10000 [20:47<1:14:00,  2.02it/s]
 10%|█         | 1036/10000 [20:48<1:09:31,  2.15it/s]
 10%|█         | 1037/10000 [20:48<1:05:12,  2.29it/s]
 10%|█         | 1038/10000 [20:48<1:01:05,  2.45it/s]
 10%|█         | 1039/10000 [20:49<56:22,  2.65it/s]  
 10%|█         | 1040/10000 [20:49<52:07,  2.86it/s]
 10%|█         | 1041/10000 [20:49<48:43,  3.06it/s]
 10%|█         | 1042/10000 [20:49<46:17,  3.23it/s]
 10%|█         | 1043/10000 [20:51<2:04:25,  1.20it/s]
 10%|█         | 1044/10000 [20:53<2:50:48,  1.14s/it]
 10%|█         | 1045/10000 [20:55<3:17:36,  1.32s/it]
 10%|█         | 1046/10000 [20:57<3:31:53,  1.42s/it]
 10%|█         | 1047/10000 [20:58<3:38:17,  1.46s/it]
 10%|█         | 1048/10000 [21:00<3:40:03,  1.47s/it]
 10%|█         | 1049/10000 [21:01<3:39:04,  1.47s/it]
 10%|█         | 1050/10000 [21:03<3:35:11,  1.44s/it]
 11%|█         | 1051/10000 [21:04<3:30:35,  1.41s/it]
 11%|█         | 1052/10000 [21:05<3:25:39,  1.38s/it]
 11%|█         | 1053/10000 [21:07<3:19:53,  1.34s/it]
 11%|█         | 1054/10000 [21:08<3:14:59,  1.31s/it]
 11%|█         | 1055/10000 [21:09<3:10:50,  1.28s/it]
 11%|█         | 1056/10000 [21:10<3:06:21,  1.25s/it]
 11%|█         | 1057/10000 [21:11<3:02:33,  1.22s/it]
 11%|█         | 1058/10000 [21:12<2:57:49,  1.19s/it]
 11%|█         | 1059/10000 [21:14<2:53:18,  1.16s/it]
 11%|█         | 1060/10000 [21:15<2:48:56,  1.13s/it]
 11%|█         | 1061/10000 [21:16<2:44:08,  1.10s/it]
 11%|█         | 1062/10000 [21:17<2:39:42,  1.07s/it]
 11%|█         | 1063/10000 [21:18<2:35:10,  1.04s/it]
 11%|█         | 1064/10000 [21:19<2:31:01,  1.01s/it]
 11%|█         | 1065/10000 [21:19<2:26:53,  1.01it/s]
 11%|█         | 1066/10000 [21:20<2:23:27,  1.04it/s]
 11%|█         | 1067/10000 [21:21<2:20:45,  1.06it/s]
 11%|█         | 1068/10000 [21:22<2:17:31,  1.08it/s]
 11%|█         | 1069/10000 [21:23<2:13:35,  1.11it/s]
 11%|█         | 1070/10000 [21:24<2:09:19,  1.15it/s]
 11%|█         | 1071/10000 [21:25<2:05:43,  1.18it/s]
 11%|█         | 1072/10000 [21:25<2:01:57,  1.22it/s]
 11%|█         | 1073/10000 [21:26<1:58:40,  1.25it/s]
 11%|█         | 1074/10000 [21:27<1:55:16,  1.29it/s]
 11%|█         | 1075/10000 [21:27<1:51:33,  1.33it/s]
 11%|█         | 1076/10000 [21:28<1:48:27,  1.37it/s]
 11%|█         | 1077/10000 [21:29<1:44:50,  1.42it/s]
 11%|█         | 1078/10000 [21:29<1:41:14,  1.47it/s]
 11%|█         | 1079/10000 [21:30<1:38:43,  1.51it/s]
 11%|█         | 1080/10000 [21:31<1:34:42,  1.57it/s]
 11%|█         | 1081/10000 [21:31<1:30:48,  1.64it/s]
 11%|█         | 1082/10000 [21:32<1:26:39,  1.72it/s]
 11%|█         | 1083/10000 [21:32<1:22:46,  1.80it/s]
 11%|█         | 1084/10000 [21:33<1:19:12,  1.88it/s]
 11%|█         | 1085/10000 [21:33<1:14:12,  2.00it/s]
 11%|█         | 1086/10000 [21:33<1:09:28,  2.14it/s]
 11%|█         | 1087/10000 [21:34<1:04:41,  2.30it/s]
 11%|█         | 1088/10000 [21:34<59:08,  2.51it/s]  
 11%|█         | 1089/10000 [21:34<54:31,  2.72it/s]
 11%|█         | 1090/10000 [21:35<50:28,  2.94it/s]
 11%|█         | 1091/10000 [21:35<47:30,  3.12it/s]
 11%|█         | 1092/10000 [21:35<45:17,  3.28it/s]
 11%|█         | 1093/10000 [21:37<2:01:47,  1.22it/s]
 11%|█         | 1094/10000 [21:39<2:46:33,  1.12s/it]
 11%|█         | 1095/10000 [21:41<3:13:13,  1.30s/it]
 11%|█         | 1096/10000 [21:42<3:26:20,  1.39s/it]
 11%|█         | 1097/10000 [21:44<3:33:25,  1.44s/it]
 11%|█         | 1098/10000 [21:45<3:35:20,  1.45s/it]
 11%|█         | 1099/10000 [21:47<3:34:58,  1.45s/it]
 11%|█         | 1100/10000 [21:48<3:31:48,  1.43s/it]
 11%|█         | 1101/10000 [21:50<3:27:18,  1.40s/it]
 11%|█         | 1102/10000 [21:51<3:22:57,  1.37s/it]
 11%|█         | 1103/10000 [21:52<3:18:58,  1.34s/it]
 11%|█         | 1104/10000 [21:53<3:14:48,  1.31s/it]
 11%|█         | 1105/10000 [21:55<3:10:31,  1.29s/it]
 11%|█         | 1106/10000 [21:56<3:06:18,  1.26s/it]
 11%|█         | 1107/10000 [21:57<3:00:27,  1.22s/it]
 11%|█         | 1108/10000 [21:58<2:55:35,  1.18s/it]
 11%|█         | 1109/10000 [21:59<2:51:22,  1.16s/it]
 11%|█         | 1110/10000 [22:00<2:47:21,  1.13s/it]
 11%|█         | 1111/10000 [22:01<2:42:37,  1.10s/it]
 11%|█         | 1112/10000 [22:02<2:38:08,  1.07s/it]
 11%|█         | 1113/10000 [22:03<2:33:47,  1.04s/it]
 11%|█         | 1114/10000 [22:04<2:29:45,  1.01s/it]
 11%|█         | 1115/10000 [22:05<2:25:39,  1.02it/s]
 11%|█         | 1116/10000 [22:06<2:21:29,  1.05it/s]
 11%|█         | 1117/10000 [22:07<2:18:04,  1.07it/s]
 11%|█         | 1118/10000 [22:08<2:13:54,  1.11it/s]
 11%|█         | 1119/10000 [22:09<2:10:12,  1.14it/s]
 11%|█         | 1120/10000 [22:09<2:06:51,  1.17it/s]
 11%|█         | 1121/10000 [22:10<2:04:04,  1.19it/s]
 11%|█         | 1122/10000 [22:11<2:01:22,  1.22it/s]
 11%|█         | 1123/10000 [22:12<1:59:21,  1.24it/s]
 11%|█         | 1124/10000 [22:12<1:57:02,  1.26it/s]
 11%|█▏        | 1125/10000 [22:13<1:54:22,  1.29it/s]
 11%|█▏        | 1126/10000 [22:14<1:50:36,  1.34it/s]
 11%|█▏        | 1127/10000 [22:15<1:46:55,  1.38it/s]
 11%|█▏        | 1128/10000 [22:15<1:43:28,  1.43it/s]
 11%|█▏        | 1129/10000 [22:16<1:40:14,  1.47it/s]
 11%|█▏        | 1130/10000 [22:16<1:38:00,  1.51it/s]
 11%|█▏        | 1131/10000 [22:17<1:33:40,  1.58it/s]
 11%|█▏        | 1132/10000 [22:18<1:29:23,  1.65it/s]
 11%|█▏        | 1133/10000 [22:18<1:25:13,  1.73it/s]
 11%|█▏        | 1134/10000 [22:19<1:20:43,  1.83it/s]
 11%|█▏        | 1135/10000 [22:19<1:15:51,  1.95it/s]
 11%|█▏        | 1136/10000 [22:19<1:11:40,  2.06it/s]
 11%|█▏        | 1137/10000 [22:20<1:06:37,  2.22it/s]
 11%|█▏        | 1138/10000 [22:20<1:00:38,  2.44it/s]
 11%|█▏        | 1139/10000 [22:20<55:29,  2.66it/s]  
 11%|█▏        | 1140/10000 [22:21<51:12,  2.88it/s]
 11%|█▏        | 1141/10000 [22:21<47:57,  3.08it/s]
 11%|█▏        | 1142/10000 [22:21<45:32,  3.24it/s]
 11%|█▏        | 1143/10000 [22:23<2:03:10,  1.20it/s]
 11%|█▏        | 1144/10000 [22:25<2:49:14,  1.15s/it]
 11%|█▏        | 1145/10000 [22:27<3:16:44,  1.33s/it]
 11%|█▏        | 1146/10000 [22:29<3:32:53,  1.44s/it]
 11%|█▏        | 1147/10000 [22:30<3:39:06,  1.48s/it]
 11%|█▏        | 1148/10000 [22:32<3:41:39,  1.50s/it]
 11%|█▏        | 1149/10000 [22:33<3:40:48,  1.50s/it]
 12%|█▏        | 1150/10000 [22:35<3:38:52,  1.48s/it]
 12%|█▏        | 1151/10000 [22:36<3:35:07,  1.46s/it]
 12%|█▏        | 1152/10000 [22:37<3:30:40,  1.43s/it]
 12%|█▏        | 1153/10000 [22:39<3:26:07,  1.40s/it]
 12%|█▏        | 1154/10000 [22:40<3:19:42,  1.35s/it]
 12%|█▏        | 1155/10000 [22:41<3:14:41,  1.32s/it]
 12%|█▏        | 1156/10000 [22:42<3:09:58,  1.29s/it]
 12%|█▏        | 1157/10000 [22:44<3:06:15,  1.26s/it]
 12%|█▏        | 1158/10000 [22:45<3:00:06,  1.22s/it]
 12%|█▏        | 1159/10000 [22:46<2:54:35,  1.18s/it]
 12%|█▏        | 1160/10000 [22:47<2:49:21,  1.15s/it]
 12%|█▏        | 1161/10000 [22:48<2:43:54,  1.11s/it]
 12%|█▏        | 1162/10000 [22:49<2:38:39,  1.08s/it]
 12%|█▏        | 1163/10000 [22:50<2:33:22,  1.04s/it]
 12%|█▏        | 1164/10000 [22:51<2:28:50,  1.01s/it]
 12%|█▏        | 1165/10000 [22:52<2:24:51,  1.02it/s]
 12%|█▏        | 1166/10000 [22:53<2:20:31,  1.05it/s]
 12%|█▏        | 1167/10000 [22:54<2:15:55,  1.08it/s]
 12%|█▏        | 1168/10000 [22:54<2:12:00,  1.12it/s]
 12%|█▏        | 1169/10000 [22:55<2:08:24,  1.15it/s]
 12%|█▏        | 1170/10000 [22:56<2:04:28,  1.18it/s]
 12%|█▏        | 1171/10000 [22:57<2:00:59,  1.22it/s]
 12%|█▏        | 1172/10000 [22:57<1:57:24,  1.25it/s]
 12%|█▏        | 1173/10000 [22:58<1:53:54,  1.29it/s]
 12%|█▏        | 1174/10000 [22:59<1:50:50,  1.33it/s]
 12%|█▏        | 1175/10000 [23:00<1:47:23,  1.37it/s]
 12%|█▏        | 1176/10000 [23:00<1:43:57,  1.41it/s]
 12%|█▏        | 1177/10000 [23:01<1:41:02,  1.46it/s]
 12%|█▏        | 1178/10000 [23:01<1:38:31,  1.49it/s]
 12%|█▏        | 1179/10000 [23:02<1:36:31,  1.52it/s]
 12%|█▏        | 1180/10000 [23:03<1:32:10,  1.59it/s]
 12%|█▏        | 1181/10000 [23:03<1:28:00,  1.67it/s]
 12%|█▏        | 1182/10000 [23:04<1:24:11,  1.75it/s]
 12%|█▏        | 1183/10000 [23:04<1:20:11,  1.83it/s]
 12%|█▏        | 1184/10000 [23:05<1:15:47,  1.94it/s]
 12%|█▏        | 1185/10000 [23:05<1:11:32,  2.05it/s]
 12%|█▏        | 1186/10000 [23:05<1:07:30,  2.18it/s]
 12%|█▏        | 1187/10000 [23:06<1:03:14,  2.32it/s]
 12%|█▏        | 1188/10000 [23:06<58:31,  2.51it/s]  
 12%|█▏        | 1189/10000 [23:06<54:29,  2.69it/s]
 12%|█▏        | 1190/10000 [23:07<50:45,  2.89it/s]
 12%|█▏        | 1191/10000 [23:07<47:40,  3.08it/s]
 12%|█▏        | 1192/10000 [23:07<45:34,  3.22it/s]
 12%|█▏        | 1193/10000 [23:09<2:02:47,  1.20it/s]
 12%|█▏        | 1194/10000 [23:11<2:46:44,  1.14s/it]
 12%|█▏        | 1195/10000 [23:13<3:12:42,  1.31s/it]
 12%|█▏        | 1196/10000 [23:15<3:26:58,  1.41s/it]
 12%|█▏        | 1197/10000 [23:16<3:33:09,  1.45s/it]
 12%|█▏        | 1198/10000 [23:18<3:35:14,  1.47s/it]
 12%|█▏        | 1199/10000 [23:19<3:34:54,  1.47s/it]
 12%|█▏        | 1200/10000 [23:20<3:32:03,  1.45s/it]
 12%|█▏        | 1201/10000 [23:22<3:27:38,  1.42s/it]
 12%|█▏        | 1202/10000 [23:23<3:22:58,  1.38s/it]
 12%|█▏        | 1203/10000 [23:24<3:18:23,  1.35s/it]
 12%|█▏        | 1204/10000 [23:26<3:13:29,  1.32s/it]
 12%|█▏        | 1205/10000 [23:27<3:08:40,  1.29s/it]
 12%|█▏        | 1206/10000 [23:28<3:04:12,  1.26s/it]
 12%|█▏        | 1207/10000 [23:29<2:58:35,  1.22s/it]
 12%|█▏        | 1208/10000 [23:30<2:53:38,  1.19s/it]
 12%|█▏        | 1209/10000 [23:31<2:49:23,  1.16s/it]
 12%|█▏        | 1210/10000 [23:32<2:44:35,  1.12s/it]
 12%|█▏        | 1211/10000 [23:33<2:40:09,  1.09s/it]
 12%|█▏        | 1212/10000 [23:34<2:35:53,  1.06s/it]
 12%|█▏        | 1213/10000 [23:35<2:31:03,  1.03s/it]
 12%|█▏        | 1214/10000 [23:36<2:26:41,  1.00s/it]
 12%|█▏        | 1215/10000 [23:37<2:22:43,  1.03it/s]
 12%|█▏        | 1216/10000 [23:38<2:18:31,  1.06it/s]
 12%|█▏        | 1217/10000 [23:39<2:14:36,  1.09it/s]
 12%|█▏        | 1218/10000 [23:40<2:10:39,  1.12it/s]
 12%|█▏        | 1219/10000 [23:41<2:07:02,  1.15it/s]
 12%|█▏        | 1220/10000 [23:41<2:03:42,  1.18it/s]
 12%|█▏        | 1221/10000 [23:42<2:00:33,  1.21it/s]
 12%|█▏        | 1222/10000 [23:43<1:57:25,  1.25it/s]
 12%|█▏        | 1223/10000 [23:44<1:53:52,  1.28it/s]
 12%|█▏        | 1224/10000 [23:44<1:50:21,  1.33it/s]
 12%|█▏        | 1225/10000 [23:45<1:47:10,  1.36it/s]
 12%|█▏        | 1226/10000 [23:46<1:44:11,  1.40it/s]
 12%|█▏        | 1227/10000 [23:46<1:41:17,  1.44it/s]
 12%|█▏        | 1228/10000 [23:47<1:38:08,  1.49it/s]
 12%|█▏        | 1229/10000 [23:48<1:36:05,  1.52it/s]
 12%|█▏        | 1230/10000 [23:48<1:31:50,  1.59it/s]
 12%|█▏        | 1231/10000 [23:49<1:27:50,  1.66it/s]
 12%|█▏        | 1232/10000 [23:49<1:23:46,  1.74it/s]
 12%|█▏        | 1233/10000 [23:50<1:19:33,  1.84it/s]
 12%|█▏        | 1234/10000 [23:50<1:14:31,  1.96it/s]
 12%|█▏        | 1235/10000 [23:51<1:09:50,  2.09it/s]
 12%|█▏        | 1236/10000 [23:51<1:05:03,  2.25it/s]
 12%|█▏        | 1237/10000 [23:51<1:00:36,  2.41it/s]
 12%|█▏        | 1238/10000 [23:52<55:31,  2.63it/s]  
 12%|█▏        | 1239/10000 [23:52<51:22,  2.84it/s]
 12%|█▏        | 1240/10000 [23:52<48:17,  3.02it/s]
 12%|█▏        | 1241/10000 [23:52<45:44,  3.19it/s]
 12%|█▏        | 1242/10000 [23:53<43:59,  3.32it/s]
 12%|█▏        | 1243/10000 [23:55<2:00:07,  1.21it/s]
 12%|█▏        | 1244/10000 [23:56<2:42:33,  1.11s/it]
 12%|█▏        | 1245/10000 [23:58<3:05:42,  1.27s/it]
 12%|█▏        | 1246/10000 [24:00<3:18:37,  1.36s/it]
 12%|█▏        | 1247/10000 [24:01<3:25:27,  1.41s/it]
 12%|█▏        | 1248/10000 [24:03<3:27:16,  1.42s/it]
 12%|█▏        | 1249/10000 [24:04<3:25:42,  1.41s/it]
 12%|█▎        | 1250/10000 [24:05<3:23:39,  1.40s/it]
 13%|█▎        | 1251/10000 [24:07<3:20:25,  1.37s/it]
 13%|█▎        | 1252/10000 [24:08<3:16:27,  1.35s/it]
 13%|█▎        | 1253/10000 [24:09<3:12:58,  1.32s/it]
 13%|█▎        | 1254/10000 [24:11<3:09:01,  1.30s/it]
 13%|█▎        | 1255/10000 [24:12<3:05:14,  1.27s/it]
 13%|█▎        | 1256/10000 [24:13<3:01:27,  1.25s/it]
 13%|█▎        | 1257/10000 [24:14<2:56:15,  1.21s/it]
 13%|█▎        | 1258/10000 [24:15<2:51:26,  1.18s/it]
 13%|█▎        | 1259/10000 [24:16<2:47:00,  1.15s/it]
 13%|█▎        | 1260/10000 [24:17<2:42:28,  1.12s/it]
 13%|█▎        | 1261/10000 [24:18<2:37:26,  1.08s/it]
 13%|█▎        | 1262/10000 [24:19<2:32:20,  1.05s/it]
 13%|█▎        | 1263/10000 [24:20<2:27:21,  1.01s/it]
 13%|█▎        | 1264/10000 [24:21<2:23:29,  1.01it/s]
 13%|█▎        | 1265/10000 [24:22<2:20:05,  1.04it/s]
 13%|█▎        | 1266/10000 [24:23<2:16:16,  1.07it/s]
 13%|█▎        | 1267/10000 [24:24<2:12:20,  1.10it/s]
 13%|█▎        | 1268/10000 [24:25<2:08:47,  1.13it/s]
 13%|█▎        | 1269/10000 [24:25<2:05:34,  1.16it/s]
 13%|█▎        | 1270/10000 [24:26<2:02:54,  1.18it/s]
 13%|█▎        | 1271/10000 [24:27<2:00:24,  1.21it/s]
 13%|█▎        | 1272/10000 [24:28<1:57:29,  1.24it/s]
 13%|█▎        | 1273/10000 [24:28<1:54:47,  1.27it/s]
 13%|█▎        | 1274/10000 [24:29<1:51:47,  1.30it/s]
 13%|█▎        | 1275/10000 [24:30<1:48:40,  1.34it/s]
 13%|█▎        | 1276/10000 [24:31<1:45:23,  1.38it/s]
 13%|█▎        | 1277/10000 [24:31<1:42:17,  1.42it/s]
 13%|█▎        | 1278/10000 [24:32<1:38:49,  1.47it/s]
 13%|█▎        | 1279/10000 [24:32<1:36:14,  1.51it/s]
 13%|█▎        | 1280/10000 [24:33<1:31:37,  1.59it/s]
 13%|█▎        | 1281/10000 [24:34<1:27:06,  1.67it/s]
 13%|█▎        | 1282/10000 [24:34<1:22:39,  1.76it/s]
 13%|█▎        | 1283/10000 [24:34<1:18:51,  1.84it/s]
 13%|█▎        | 1284/10000 [24:35<1:14:49,  1.94it/s]
 13%|█▎        | 1285/10000 [24:35<1:10:59,  2.05it/s]
 13%|█▎        | 1286/10000 [24:36<1:07:01,  2.17it/s]
 13%|█▎        | 1287/10000 [24:36<1:02:32,  2.32it/s]
 13%|█▎        | 1288/10000 [24:36<57:25,  2.53it/s]  
 13%|█▎        | 1289/10000 [24:37<52:48,  2.75it/s]
 13%|█▎        | 1290/10000 [24:37<49:09,  2.95it/s]
 13%|█▎        | 1291/10000 [24:37<46:13,  3.14it/s]
 13%|█▎        | 1292/10000 [24:38<44:08,  3.29it/s]
 13%|█▎        | 1293/10000 [24:40<1:58:22,  1.23it/s]
 13%|█▎        | 1294/10000 [24:41<2:41:27,  1.11s/it]
 13%|█▎        | 1295/10000 [24:43<3:07:54,  1.30s/it]
 13%|█▎        | 1296/10000 [24:45<3:21:13,  1.39s/it]
 13%|█▎        | 1297/10000 [24:46<3:27:39,  1.43s/it]
 13%|█▎        | 1298/10000 [24:48<3:29:05,  1.44s/it]
 13%|█▎        | 1299/10000 [24:49<3:27:18,  1.43s/it]
 13%|█▎        | 1300/10000 [24:50<3:23:14,  1.40s/it]
 13%|█▎        | 1301/10000 [24:52<3:19:25,  1.38s/it]
 13%|█▎        | 1302/10000 [24:53<3:14:42,  1.34s/it]
 13%|█▎        | 1303/10000 [24:54<3:10:17,  1.31s/it]
 13%|█▎        | 1304/10000 [24:55<3:05:37,  1.28s/it]
 13%|█▎        | 1305/10000 [24:57<3:01:51,  1.25s/it]
 13%|█▎        | 1306/10000 [24:58<2:57:23,  1.22s/it]
 13%|█▎        | 1307/10000 [24:59<2:52:26,  1.19s/it]
 13%|█▎        | 1308/10000 [25:00<2:48:03,  1.16s/it]
 13%|█▎        | 1309/10000 [25:01<2:44:03,  1.13s/it]
 13%|█▎        | 1310/10000 [25:02<2:40:37,  1.11s/it]
 13%|█▎        | 1311/10000 [25:03<2:37:08,  1.09s/it]
 13%|█▎        | 1312/10000 [25:04<2:33:07,  1.06s/it]
 13%|█▎        | 1313/10000 [25:05<2:29:02,  1.03s/it]
 13%|█▎        | 1314/10000 [25:06<2:25:34,  1.01s/it]
 13%|█▎        | 1315/10000 [25:07<2:22:13,  1.02it/s]
 13%|█▎        | 1316/10000 [25:08<2:18:45,  1.04it/s]
 13%|█▎        | 1317/10000 [25:09<2:15:36,  1.07it/s]
 13%|█▎        | 1318/10000 [25:10<2:11:10,  1.10it/s]
 13%|█▎        | 1319/10000 [25:10<2:07:12,  1.14it/s]
 13%|█▎        | 1320/10000 [25:11<2:03:12,  1.17it/s]
 13%|█▎        | 1321/10000 [25:12<2:00:05,  1.20it/s]
 13%|█▎        | 1322/10000 [25:13<1:57:01,  1.24it/s]
 13%|█▎        | 1323/10000 [25:14<1:54:09,  1.27it/s]
 13%|█▎        | 1324/10000 [25:14<1:51:27,  1.30it/s]
 13%|█▎        | 1325/10000 [25:15<1:48:17,  1.34it/s]
 13%|█▎        | 1326/10000 [25:16<1:44:59,  1.38it/s]
 13%|█▎        | 1327/10000 [25:16<1:42:01,  1.42it/s]
 13%|█▎        | 1328/10000 [25:17<1:39:02,  1.46it/s]
 13%|█▎        | 1329/10000 [25:18<1:35:55,  1.51it/s]
 13%|█▎        | 1330/10000 [25:18<1:31:28,  1.58it/s]
 13%|█▎        | 1331/10000 [25:19<1:27:09,  1.66it/s]
 13%|█▎        | 1332/10000 [25:19<1:22:50,  1.74it/s]
 13%|█▎        | 1333/10000 [25:20<1:18:43,  1.83it/s]
 13%|█▎        | 1334/10000 [25:20<1:14:37,  1.94it/s]
 13%|█▎        | 1335/10000 [25:20<1:10:25,  2.05it/s]
 13%|█▎        | 1336/10000 [25:21<1:05:59,  2.19it/s]
 13%|█▎        | 1337/10000 [25:21<1:01:34,  2.34it/s]
 13%|█▎        | 1338/10000 [25:22<56:15,  2.57it/s]  
 13%|█▎        | 1339/10000 [25:22<51:51,  2.78it/s]
 13%|█▎        | 1340/10000 [25:22<48:07,  3.00it/s]
 13%|█▎        | 1341/10000 [25:22<45:28,  3.17it/s]
 13%|█▎        | 1342/10000 [25:23<43:46,  3.30it/s]
 13%|█▎        | 1343/10000 [25:25<1:58:33,  1.22it/s]
 13%|█▎        | 1344/10000 [25:26<2:42:45,  1.13s/it]
 13%|█▎        | 1345/10000 [25:28<3:11:10,  1.33s/it]
 13%|█▎        | 1346/10000 [25:30<3:27:12,  1.44s/it]
 13%|█▎        | 1347/10000 [25:32<3:34:41,  1.49s/it]
 13%|█▎        | 1348/10000 [25:33<3:36:47,  1.50s/it]
 13%|█▎        | 1349/10000 [25:35<3:35:22,  1.49s/it]
 14%|█▎        | 1350/10000 [25:36<3:32:13,  1.47s/it]
 14%|█▎        | 1351/10000 [25:37<3:27:52,  1.44s/it]
 14%|█▎        | 1352/10000 [25:39<3:23:10,  1.41s/it]
 14%|█▎        | 1353/10000 [25:40<3:18:01,  1.37s/it]
 14%|█▎        | 1354/10000 [25:41<3:12:47,  1.34s/it]
 14%|█▎        | 1355/10000 [25:42<3:07:17,  1.30s/it]
 14%|█▎        | 1356/10000 [25:44<3:02:19,  1.27s/it]
 14%|█▎        | 1357/10000 [25:45<2:57:41,  1.23s/it]
 14%|█▎        | 1358/10000 [25:46<2:52:14,  1.20s/it]
 14%|█▎        | 1359/10000 [25:47<2:47:26,  1.16s/it]
 14%|█▎        | 1360/10000 [25:48<2:42:30,  1.13s/it]
 14%|█▎        | 1361/10000 [25:49<2:37:13,  1.09s/it]
 14%|█▎        | 1362/10000 [25:50<2:32:08,  1.06s/it]
 14%|█▎        | 1363/10000 [25:51<2:27:25,  1.02s/it]
 14%|█▎        | 1364/10000 [25:52<2:23:12,  1.01it/s]
 14%|█▎        | 1365/10000 [25:53<2:18:51,  1.04it/s]
 14%|█▎        | 1366/10000 [25:54<2:15:11,  1.06it/s]
 14%|█▎        | 1367/10000 [25:55<2:10:29,  1.10it/s]
 14%|█▎        | 1368/10000 [25:55<2:06:39,  1.14it/s]
 14%|█▎        | 1369/10000 [25:56<2:03:26,  1.17it/s]
 14%|█▎        | 1370/10000 [25:57<2:00:14,  1.20it/s]
 14%|█▎        | 1371/10000 [25:58<1:57:14,  1.23it/s]
 14%|█▎        | 1372/10000 [25:58<1:54:15,  1.26it/s]
 14%|█▎        | 1373/10000 [25:59<1:51:35,  1.29it/s]
 14%|█▎        | 1374/10000 [26:00<1:48:36,  1.32it/s]
 14%|█▍        | 1375/10000 [26:01<1:45:33,  1.36it/s]
 14%|█▍        | 1376/10000 [26:01<1:42:46,  1.40it/s]
 14%|█▍        | 1377/10000 [26:02<1:39:50,  1.44it/s]
 14%|█▍        | 1378/10000 [26:03<1:36:25,  1.49it/s]
 14%|█▍        | 1379/10000 [26:03<1:32:10,  1.56it/s]
 14%|█▍        | 1380/10000 [26:04<1:28:39,  1.62it/s]
 14%|█▍        | 1381/10000 [26:04<1:25:30,  1.68it/s]
 14%|█▍        | 1382/10000 [26:05<1:22:18,  1.74it/s]
 14%|█▍        | 1383/10000 [26:05<1:19:05,  1.82it/s]
 14%|█▍        | 1384/10000 [26:06<1:16:07,  1.89it/s]
 14%|█▍        | 1385/10000 [26:06<1:12:19,  1.99it/s]
 14%|█▍        | 1386/10000 [26:07<1:07:56,  2.11it/s]
 14%|█▍        | 1387/10000 [26:07<1:03:19,  2.27it/s]
 14%|█▍        | 1388/10000 [26:07<57:58,  2.48it/s]  
 14%|█▍        | 1389/10000 [26:08<53:07,  2.70it/s]
 14%|█▍        | 1390/10000 [26:08<49:14,  2.91it/s]
 14%|█▍        | 1391/10000 [26:08<46:11,  3.11it/s]
 14%|█▍        | 1392/10000 [26:08<43:56,  3.26it/s]
 14%|█▍        | 1393/10000 [26:10<1:55:13,  1.24it/s]
 14%|█▍        | 1394/10000 [26:12<2:31:09,  1.05s/it]
 14%|█▍        | 1395/10000 [26:13<2:49:32,  1.18s/it]
 14%|█▍        | 1396/10000 [26:15<2:56:48,  1.23s/it]
 14%|█▍        | 1397/10000 [26:16<2:58:38,  1.25s/it]
 14%|█▍        | 1398/10000 [26:17<2:56:12,  1.23s/it]
 14%|█▍        | 1399/10000 [26:18<2:50:26,  1.19s/it]
 14%|█▍        | 1400/10000 [26:19<2:43:57,  1.14s/it]
 14%|█▍        | 1401/10000 [26:20<2:36:55,  1.09s/it]
 14%|█▍        | 1402/10000 [26:21<2:29:43,  1.04s/it]
 14%|█▍        | 1403/10000 [26:22<2:22:04,  1.01it/s]
 14%|█▍        | 1404/10000 [26:23<2:13:42,  1.07it/s]
 14%|█▍        | 1405/10000 [26:24<2:05:29,  1.14it/s]
 14%|█▍        | 1406/10000 [26:24<1:57:58,  1.21it/s]
 14%|█▍        | 1407/10000 [26:25<1:49:45,  1.30it/s]
 14%|█▍        | 1408/10000 [26:26<1:41:03,  1.42it/s]
 14%|█▍        | 1409/10000 [26:26<1:31:41,  1.56it/s]
 14%|█▍        | 1410/10000 [26:26<1:21:15,  1.76it/s]
 14%|█▍        | 1411/10000 [26:27<1:09:49,  2.05it/s]
 14%|█▍        | 1412/10000 [26:27<1:00:39,  2.36it/s]
 14%|█▍        | 1413/10000 [26:27<51:35,  2.77it/s]  
 14%|█▍        | 1414/10000 [26:29<2:03:58,  1.15it/s]
 14%|█▍        | 1415/10000 [26:31<2:47:38,  1.17s/it]
 14%|█▍        | 1416/10000 [26:33<3:13:00,  1.35s/it]
 14%|█▍        | 1417/10000 [26:35<3:25:59,  1.44s/it]
 14%|█▍        | 1418/10000 [26:36<3:31:26,  1.48s/it]
 14%|█▍        | 1419/10000 [26:38<3:32:53,  1.49s/it]
 14%|█▍        | 1420/10000 [26:39<3:31:04,  1.48s/it]
 14%|█▍        | 1421/10000 [26:41<3:26:43,  1.45s/it]
 14%|█▍        | 1422/10000 [26:42<3:21:40,  1.41s/it]
 14%|█▍        | 1423/10000 [26:43<3:16:19,  1.37s/it]
 14%|█▍        | 1424/10000 [26:44<3:10:43,  1.33s/it]
 14%|█▍        | 1425/10000 [26:46<3:05:56,  1.30s/it]
 14%|█▍        | 1426/10000 [26:47<3:00:50,  1.27s/it]
 14%|█▍        | 1427/10000 [26:48<2:56:05,  1.23s/it]
 14%|█▍        | 1428/10000 [26:49<2:50:48,  1.20s/it]
 14%|█▍        | 1429/10000 [26:50<2:45:34,  1.16s/it]
 14%|█▍        | 1430/10000 [26:51<2:41:51,  1.13s/it]
 14%|█▍        | 1431/10000 [26:52<2:37:52,  1.11s/it]
 14%|█▍        | 1432/10000 [26:53<2:34:14,  1.08s/it]
 14%|█▍        | 1433/10000 [26:54<2:30:27,  1.05s/it]
 14%|█▍        | 1434/10000 [26:55<2:26:14,  1.02s/it]
 14%|█▍        | 1435/10000 [26:56<2:22:13,  1.00it/s]
 14%|█▍        | 1436/10000 [26:57<2:18:25,  1.03it/s]
 14%|█▍        | 1437/10000 [26:58<2:15:08,  1.06it/s]
 14%|█▍        | 1438/10000 [26:59<2:11:39,  1.08it/s]
 14%|█▍        | 1439/10000 [27:00<2:07:48,  1.12it/s]
 14%|█▍        | 1440/10000 [27:00<2:04:26,  1.15it/s]
 14%|█▍        | 1441/10000 [27:01<2:01:33,  1.17it/s]
 14%|█▍        | 1442/10000 [27:02<1:58:24,  1.20it/s]
 14%|█▍        | 1443/10000 [27:03<1:55:41,  1.23it/s]
 14%|█▍        | 1444/10000 [27:04<1:52:57,  1.26it/s]
 14%|█▍        | 1445/10000 [27:04<1:50:09,  1.29it/s]
 14%|█▍        | 1446/10000 [27:05<1:46:17,  1.34it/s]
 14%|█▍        | 1447/10000 [27:06<1:43:31,  1.38it/s]
 14%|█▍        | 1448/10000 [27:06<1:40:37,  1.42it/s]
 14%|█▍        | 1449/10000 [27:07<1:37:46,  1.46it/s]
 14%|█▍        | 1450/10000 [27:08<1:35:04,  1.50it/s]
 15%|█▍        | 1451/10000 [27:08<1:31:11,  1.56it/s]
 15%|█▍        | 1452/10000 [27:09<1:26:59,  1.64it/s]
 15%|█▍        | 1453/10000 [27:09<1:23:17,  1.71it/s]
 15%|█▍        | 1454/10000 [27:10<1:19:14,  1.80it/s]
 15%|█▍        | 1455/10000 [27:10<1:15:33,  1.88it/s]
 15%|█▍        | 1456/10000 [27:11<1:11:11,  2.00it/s]
 15%|█▍        | 1457/10000 [27:11<1:07:05,  2.12it/s]
 15%|█▍        | 1458/10000 [27:11<1:02:18,  2.28it/s]
 15%|█▍        | 1459/10000 [27:12<56:58,  2.50it/s]  
 15%|█▍        | 1460/10000 [27:12<53:10,  2.68it/s]
 15%|█▍        | 1461/10000 [27:12<49:33,  2.87it/s]
 15%|█▍        | 1462/10000 [27:13<46:28,  3.06it/s]
 15%|█▍        | 1463/10000 [27:13<43:59,  3.23it/s]
 15%|█▍        | 1464/10000 [27:15<1:57:12,  1.21it/s]
 15%|█▍        | 1465/10000 [27:17<2:41:22,  1.13s/it]
 15%|█▍        | 1466/10000 [27:18<3:08:15,  1.32s/it]
 15%|█▍        | 1467/10000 [27:20<3:22:56,  1.43s/it]
 15%|█▍        | 1468/10000 [27:22<3:30:16,  1.48s/it]
 15%|█▍        | 1469/10000 [27:23<3:32:35,  1.50s/it]
 15%|█▍        | 1470/10000 [27:25<3:31:46,  1.49s/it]
 15%|█▍        | 1471/10000 [27:26<3:28:55,  1.47s/it]
 15%|█▍        | 1472/10000 [27:28<3:25:08,  1.44s/it]
 15%|█▍        | 1473/10000 [27:29<3:21:30,  1.42s/it]
 15%|█▍        | 1474/10000 [27:30<3:17:20,  1.39s/it]
 15%|█▍        | 1475/10000 [27:31<3:12:32,  1.36s/it]
 15%|█▍        | 1476/10000 [27:33<3:07:30,  1.32s/it]
 15%|█▍        | 1477/10000 [27:34<3:02:31,  1.28s/it]
 15%|█▍        | 1478/10000 [27:35<2:56:59,  1.25s/it]
 15%|█▍        | 1479/10000 [27:36<2:51:15,  1.21s/it]
 15%|█▍        | 1480/10000 [27:37<2:46:02,  1.17s/it]
 15%|█▍        | 1481/10000 [27:38<2:40:56,  1.13s/it]
 15%|█▍        | 1482/10000 [27:39<2:35:46,  1.10s/it]
 15%|█▍        | 1483/10000 [27:40<2:30:43,  1.06s/it]
 15%|█▍        | 1484/10000 [27:41<2:26:41,  1.03s/it]
 15%|█▍        | 1485/10000 [27:42<2:23:11,  1.01s/it]
 15%|█▍        | 1486/10000 [27:43<2:19:52,  1.01it/s]
 15%|█▍        | 1487/10000 [27:44<2:15:57,  1.04it/s]
 15%|█▍        | 1488/10000 [27:45<2:13:05,  1.07it/s]
 15%|█▍        | 1489/10000 [27:46<2:09:19,  1.10it/s]
 15%|█▍        | 1490/10000 [27:47<2:05:20,  1.13it/s]
 15%|█▍        | 1491/10000 [27:47<2:01:54,  1.16it/s]
 15%|█▍        | 1492/10000 [27:48<1:58:50,  1.19it/s]
 15%|█▍        | 1493/10000 [27:49<1:55:43,  1.23it/s]
 15%|█▍        | 1494/10000 [27:50<1:53:02,  1.25it/s]
 15%|█▍        | 1495/10000 [27:50<1:50:20,  1.28it/s]
 15%|█▍        | 1496/10000 [27:51<1:47:28,  1.32it/s]
 15%|█▍        | 1497/10000 [27:52<1:44:23,  1.36it/s]
 15%|█▍        | 1498/10000 [27:53<1:40:57,  1.40it/s]
 15%|█▍        | 1499/10000 [27:53<1:37:46,  1.45it/s]
 15%|█▌        | 1500/10000 [27:54<1:35:01,  1.49it/s]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 = 2822
  Batch size = 12
{'eval_loss': 1.418416142463684, 'eval_wer': 0.5677877428998506, 'eval_runtime': 83.1708, 'eval_samples_per_second': 33.93, 'eval_steps_per_second': 2.838, 'epoch': 2.12}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:39,  5.95it/s]

  1%|▏         | 3/236 [00:00<01:03,  3.65it/s]

  2%|▏         | 4/236 [00:01<01:04,  3.58it/s]

  2%|▏         | 5/236 [00:01<01:07,  3.40it/s]

  3%|▎         | 6/236 [00:01<01:10,  3.27it/s]

  3%|▎         | 7/236 [00:02<01:13,  3.10it/s]

  3%|▎         | 8/236 [00:02<01:15,  3.03it/s]

  4%|▍         | 9/236 [00:02<01:11,  3.17it/s]

  4%|▍         | 10/236 [00:03<01:14,  3.01it/s]

  5%|▍         | 11/236 [00:03<01:19,  2.83it/s]

  5%|▌         | 12/236 [00:03<01:15,  2.97it/s]

  6%|▌         | 13/236 [00:04<01:16,  2.90it/s]

  6%|▌         | 14/236 [00:04<01:19,  2.81it/s]

  6%|▋         | 15/236 [00:04<01:17,  2.85it/s]

  7%|▋         | 16/236 [00:05<01:21,  2.71it/s]

  7%|▋         | 17/236 [00:05<01:20,  2.72it/s]

  8%|▊         | 18/236 [00:06<01:21,  2.67it/s]

  8%|▊         | 19/236 [00:06<01:17,  2.80it/s]

  8%|▊         | 20/236 [00:06<01:22,  2.63it/s]

  9%|▉         | 21/236 [00:07<01:20,  2.67it/s]

  9%|▉         | 22/236 [00:07<01:20,  2.66it/s]

 10%|▉         | 23/236 [00:07<01:16,  2.77it/s]

 10%|█         | 24/236 [00:08<01:12,  2.91it/s]

 11%|█         | 25/236 [00:08<01:07,  3.14it/s]

 11%|█         | 26/236 [00:08<01:11,  2.93it/s]

 11%|█▏        | 27/236 [00:09<01:08,  3.07it/s]

 12%|█▏        | 28/236 [00:09<01:07,  3.09it/s]

 12%|█▏        | 29/236 [00:09<01:05,  3.15it/s]

 13%|█▎        | 30/236 [00:09<01:04,  3.19it/s]

 13%|█▎        | 31/236 [00:10<01:08,  3.01it/s]

 14%|█▎        | 32/236 [00:10<01:14,  2.73it/s]

 14%|█▍        | 33/236 [00:11<01:16,  2.67it/s]

 14%|█▍        | 34/236 [00:11<01:13,  2.75it/s]

 15%|█▍        | 35/236 [00:11<01:11,  2.81it/s]

 15%|█▌        | 36/236 [00:12<01:11,  2.79it/s]

 16%|█▌        | 37/236 [00:12<01:12,  2.76it/s]

 16%|█▌        | 38/236 [00:12<01:07,  2.95it/s]

 17%|█▋        | 39/236 [00:13<01:12,  2.73it/s]

 17%|█▋        | 40/236 [00:13<01:15,  2.59it/s]

 17%|█▋        | 41/236 [00:14<01:15,  2.57it/s]

 18%|█▊        | 42/236 [00:14<01:18,  2.46it/s]

 18%|█▊        | 43/236 [00:15<01:17,  2.48it/s]

 19%|█▊        | 44/236 [00:15<01:16,  2.53it/s]

 19%|█▉        | 45/236 [00:15<01:11,  2.66it/s]

 19%|█▉        | 46/236 [00:16<01:12,  2.63it/s]

 20%|█▉        | 47/236 [00:16<01:14,  2.55it/s]

 20%|██        | 48/236 [00:16<01:09,  2.71it/s]

 21%|██        | 49/236 [00:17<01:15,  2.48it/s]

 21%|██        | 50/236 [00:17<01:13,  2.52it/s]

 22%|██▏       | 51/236 [00:18<01:10,  2.64it/s]

 22%|██▏       | 52/236 [00:18<01:08,  2.71it/s]

 22%|██▏       | 53/236 [00:18<01:13,  2.50it/s]

 23%|██▎       | 54/236 [00:19<01:10,  2.59it/s]

 23%|██▎       | 55/236 [00:19<01:06,  2.70it/s]

 24%|██▎       | 56/236 [00:19<01:07,  2.66it/s]

 24%|██▍       | 57/236 [00:20<01:07,  2.65it/s]

 25%|██▍       | 58/236 [00:20<01:05,  2.73it/s]

 25%|██▌       | 59/236 [00:21<01:04,  2.76it/s]

 25%|██▌       | 60/236 [00:21<01:05,  2.69it/s]

 26%|██▌       | 61/236 [00:21<01:02,  2.80it/s]

 26%|██▋       | 62/236 [00:22<00:59,  2.90it/s]

 27%|██▋       | 63/236 [00:22<01:02,  2.79it/s]

 27%|██▋       | 64/236 [00:22<01:02,  2.74it/s]

 28%|██▊       | 65/236 [00:23<01:03,  2.70it/s]

 28%|██▊       | 66/236 [00:23<00:59,  2.88it/s]

 28%|██▊       | 67/236 [00:23<00:55,  3.03it/s]

 29%|██▉       | 68/236 [00:24<00:53,  3.13it/s]

 29%|██▉       | 69/236 [00:24<00:51,  3.22it/s]

 30%|██▉       | 70/236 [00:24<00:49,  3.37it/s]

 30%|███       | 71/236 [00:25<00:53,  3.08it/s]

 31%|███       | 72/236 [00:25<00:53,  3.08it/s]

 31%|███       | 73/236 [00:25<00:58,  2.77it/s]

 31%|███▏      | 74/236 [00:26<01:01,  2.64it/s]

 32%|███▏      | 75/236 [00:26<01:00,  2.66it/s]

 32%|███▏      | 76/236 [00:26<01:00,  2.66it/s]

 33%|███▎      | 77/236 [00:27<00:59,  2.69it/s]

 33%|███▎      | 78/236 [00:27<00:54,  2.89it/s]

 33%|███▎      | 79/236 [00:28<00:57,  2.74it/s]

 34%|███▍      | 80/236 [00:28<00:57,  2.70it/s]

 34%|███▍      | 81/236 [00:28<00:57,  2.71it/s]

 35%|███▍      | 82/236 [00:29<00:56,  2.72it/s]

 35%|███▌      | 83/236 [00:29<00:51,  2.94it/s]

 36%|███▌      | 84/236 [00:29<00:49,  3.09it/s]

 36%|███▌      | 85/236 [00:29<00:47,  3.20it/s]

 36%|███▋      | 86/236 [00:30<00:44,  3.38it/s]

 37%|███▋      | 87/236 [00:30<00:46,  3.23it/s]

 37%|███▋      | 88/236 [00:30<00:45,  3.23it/s]

 38%|███▊      | 89/236 [00:31<00:48,  3.04it/s]

 38%|███▊      | 90/236 [00:31<00:49,  2.98it/s]

 39%|███▊      | 91/236 [00:32<00:52,  2.78it/s]

 39%|███▉      | 92/236 [00:32<00:48,  2.97it/s]

 39%|███▉      | 93/236 [00:32<00:45,  3.13it/s]

 40%|███▉      | 94/236 [00:32<00:43,  3.25it/s]

 40%|████      | 95/236 [00:33<00:46,  3.03it/s]

 41%|████      | 96/236 [00:33<00:45,  3.10it/s]

 41%|████      | 97/236 [00:33<00:42,  3.26it/s]

 42%|████▏     | 98/236 [00:34<00:43,  3.15it/s]

 42%|████▏     | 99/236 [00:34<00:48,  2.83it/s]

 42%|████▏     | 100/236 [00:34<00:48,  2.81it/s]

 43%|████▎     | 101/236 [00:35<00:49,  2.72it/s]

 43%|████▎     | 102/236 [00:35<00:46,  2.86it/s]

 44%|████▎     | 103/236 [00:35<00:44,  2.96it/s]

 44%|████▍     | 104/236 [00:36<00:47,  2.80it/s]

 44%|████▍     | 105/236 [00:36<00:43,  3.01it/s]

 45%|████▍     | 106/236 [00:37<00:43,  2.97it/s]

 45%|████▌     | 107/236 [00:37<00:43,  2.96it/s]

 46%|████▌     | 108/236 [00:37<00:47,  2.69it/s]

 46%|████▌     | 109/236 [00:38<00:48,  2.62it/s]

 47%|████▋     | 110/236 [00:38<00:44,  2.83it/s]

 47%|████▋     | 111/236 [00:38<00:41,  3.01it/s]

 47%|████▋     | 112/236 [00:39<00:42,  2.92it/s]

 48%|████▊     | 113/236 [00:39<00:42,  2.93it/s]

 48%|████▊     | 114/236 [00:39<00:42,  2.87it/s]

 49%|████▊     | 115/236 [00:40<00:40,  2.98it/s]

 49%|████▉     | 116/236 [00:40<00:39,  3.02it/s]

 50%|████▉     | 117/236 [00:40<00:40,  2.92it/s]

 50%|█████     | 118/236 [00:41<00:39,  3.01it/s]

 50%|█████     | 119/236 [00:41<00:38,  3.04it/s]

 51%|█████     | 120/236 [00:41<00:37,  3.12it/s]

 51%|█████▏    | 121/236 [00:42<00:38,  3.00it/s]

 52%|█████▏    | 122/236 [00:42<00:39,  2.85it/s]

 52%|█████▏    | 123/236 [00:42<00:38,  2.96it/s]

 53%|█████▎    | 124/236 [00:43<00:37,  2.96it/s]

 53%|█████▎    | 125/236 [00:43<00:37,  2.99it/s]

 53%|█████▎    | 126/236 [00:43<00:35,  3.07it/s]

 54%|█████▍    | 127/236 [00:44<00:36,  2.95it/s]

 54%|█████▍    | 128/236 [00:44<00:37,  2.87it/s]

 55%|█████▍    | 129/236 [00:44<00:34,  3.10it/s]

 55%|█████▌    | 130/236 [00:45<00:32,  3.22it/s]

 56%|█████▌    | 131/236 [00:45<00:33,  3.10it/s]

 56%|█████▌    | 132/236 [00:45<00:32,  3.24it/s]

 56%|█████▋    | 133/236 [00:46<00:34,  2.96it/s]

 57%|█████▋    | 134/236 [00:46<00:34,  2.92it/s]

 57%|█████▋    | 135/236 [00:46<00:33,  3.01it/s]

 58%|█████▊    | 136/236 [00:47<00:35,  2.81it/s]

 58%|█████▊    | 137/236 [00:47<00:35,  2.80it/s]

 58%|█████▊    | 138/236 [00:47<00:35,  2.72it/s]

 59%|█████▉    | 139/236 [00:48<00:33,  2.91it/s]

 59%|█████▉    | 140/236 [00:48<00:31,  3.04it/s]

 60%|█████▉    | 141/236 [00:48<00:32,  2.91it/s]

 60%|██████    | 142/236 [00:49<00:33,  2.79it/s]

 61%|██████    | 143/236 [00:49<00:35,  2.59it/s]

 61%|██████    | 144/236 [00:50<00:34,  2.68it/s]

 61%|██████▏   | 145/236 [00:50<00:34,  2.63it/s]

 62%|██████▏   | 146/236 [00:50<00:33,  2.72it/s]

 62%|██████▏   | 147/236 [00:51<00:32,  2.71it/s]

 63%|██████▎   | 148/236 [00:51<00:32,  2.74it/s]

 63%|██████▎   | 149/236 [00:51<00:30,  2.85it/s]

 64%|██████▎   | 150/236 [00:52<00:28,  3.03it/s]

 64%|██████▍   | 151/236 [00:52<00:29,  2.91it/s]

 64%|██████▍   | 152/236 [00:52<00:28,  3.00it/s]

 65%|██████▍   | 153/236 [00:53<00:28,  2.95it/s]

 65%|██████▌   | 154/236 [00:53<00:28,  2.92it/s]

 66%|██████▌   | 155/236 [00:53<00:27,  2.91it/s]

 66%|██████▌   | 156/236 [00:54<00:30,  2.65it/s]

 67%|██████▋   | 157/236 [00:54<00:31,  2.50it/s]

 67%|██████▋   | 158/236 [00:55<00:30,  2.54it/s]

 67%|██████▋   | 159/236 [00:55<00:27,  2.78it/s]

 68%|██████▊   | 160/236 [00:55<00:27,  2.78it/s]

 68%|██████▊   | 161/236 [00:56<00:26,  2.81it/s]

 69%|██████▊   | 162/236 [00:56<00:24,  3.00it/s]

 69%|██████▉   | 163/236 [00:56<00:23,  3.07it/s]

 69%|██████▉   | 164/236 [00:57<00:21,  3.27it/s]

 70%|██████▉   | 165/236 [00:57<00:21,  3.36it/s]

 70%|███████   | 166/236 [00:57<00:21,  3.28it/s]

 71%|███████   | 167/236 [00:57<00:22,  3.08it/s]

 71%|███████   | 168/236 [00:58<00:22,  3.05it/s]

 72%|███████▏  | 169/236 [00:58<00:22,  3.01it/s]

 72%|███████▏  | 170/236 [00:59<00:25,  2.63it/s]

 72%|███████▏  | 171/236 [00:59<00:22,  2.89it/s]

 73%|███████▎  | 172/236 [00:59<00:21,  2.95it/s]

 73%|███████▎  | 173/236 [01:00<00:22,  2.77it/s]

 74%|███████▎  | 174/236 [01:00<00:23,  2.59it/s]

 74%|███████▍  | 175/236 [01:00<00:22,  2.67it/s]

 75%|███████▍  | 176/236 [01:01<00:22,  2.72it/s]

 75%|███████▌  | 177/236 [01:01<00:19,  2.99it/s]

 75%|███████▌  | 178/236 [01:01<00:19,  2.91it/s]

 76%|███████▌  | 179/236 [01:02<00:20,  2.83it/s]

 76%|███████▋  | 180/236 [01:02<00:19,  2.91it/s]

 77%|███████▋  | 181/236 [01:03<00:20,  2.73it/s]

 77%|███████▋  | 182/236 [01:03<00:20,  2.69it/s]

 78%|███████▊  | 183/236 [01:03<00:18,  2.90it/s]

 78%|███████▊  | 184/236 [01:04<00:18,  2.83it/s]

 78%|███████▊  | 185/236 [01:04<00:17,  2.86it/s]

 79%|███████▉  | 186/236 [01:04<00:18,  2.76it/s]

 79%|███████▉  | 187/236 [01:05<00:17,  2.84it/s]

 80%|███████▉  | 188/236 [01:05<00:16,  2.84it/s]

 80%|████████  | 189/236 [01:05<00:16,  2.88it/s]

 81%|████████  | 190/236 [01:06<00:17,  2.61it/s]

 81%|████████  | 191/236 [01:06<00:16,  2.72it/s]

 81%|████████▏ | 192/236 [01:06<00:14,  3.04it/s]

 82%|████████▏ | 193/236 [01:07<00:14,  2.87it/s]

 82%|████████▏ | 194/236 [01:07<00:15,  2.67it/s]

 83%|████████▎ | 195/236 [01:07<00:13,  3.14it/s]

 83%|████████▎ | 196/236 [01:08<00:12,  3.22it/s]

 83%|████████▎ | 197/236 [01:08<00:12,  3.24it/s]

 84%|████████▍ | 198/236 [01:08<00:12,  2.98it/s]

 84%|████████▍ | 199/236 [01:09<00:12,  2.87it/s]

 85%|████████▍ | 200/236 [01:09<00:12,  2.86it/s]

 85%|████████▌ | 201/236 [01:10<00:13,  2.65it/s]

 86%|████████▌ | 202/236 [01:10<00:13,  2.59it/s]

 86%|████████▌ | 203/236 [01:10<00:11,  2.89it/s]

 86%|████████▋ | 204/236 [01:11<00:10,  2.94it/s]

 87%|████████▋ | 205/236 [01:11<00:10,  2.89it/s]

 87%|████████▋ | 206/236 [01:11<00:09,  3.07it/s]

 88%|████████▊ | 207/236 [01:11<00:08,  3.34it/s]

 88%|████████▊ | 208/236 [01:12<00:09,  3.10it/s]

 89%|████████▊ | 209/236 [01:12<00:09,  2.91it/s]

 89%|████████▉ | 210/236 [01:13<00:09,  2.71it/s]

 89%|████████▉ | 211/236 [01:13<00:09,  2.56it/s]

 90%|████████▉ | 212/236 [01:13<00:08,  2.69it/s]

 90%|█████████ | 213/236 [01:14<00:07,  2.89it/s]

 91%|█████████ | 214/236 [01:14<00:07,  2.91it/s]

 91%|█████████ | 215/236 [01:14<00:07,  2.86it/s]

 92%|█████████▏| 216/236 [01:15<00:06,  3.03it/s]

 92%|█████████▏| 217/236 [01:15<00:06,  2.75it/s]

 92%|█████████▏| 218/236 [01:15<00:05,  3.06it/s]

 93%|█████████▎| 219/236 [01:16<00:05,  3.20it/s]

 93%|█████████▎| 220/236 [01:16<00:05,  2.96it/s]

 94%|█████████▎| 221/236 [01:16<00:05,  2.94it/s]

 94%|█████████▍| 222/236 [01:17<00:05,  2.71it/s]

 94%|█████████▍| 223/236 [01:17<00:04,  2.74it/s]

 95%|█████████▍| 224/236 [01:18<00:04,  2.54it/s]

 95%|█████████▌| 225/236 [01:18<00:04,  2.63it/s]

 96%|█████████▌| 226/236 [01:18<00:03,  2.63it/s]

 96%|█████████▌| 227/236 [01:19<00:03,  2.78it/s]

 97%|█████████▋| 228/236 [01:19<00:02,  2.85it/s]

 97%|█████████▋| 229/236 [01:19<00:02,  2.76it/s]

 97%|█████████▋| 230/236 [01:20<00:02,  2.90it/s]

 98%|█████████▊| 231/236 [01:20<00:01,  2.83it/s]

 98%|█████████▊| 232/236 [01:20<00:01,  2.82it/s]

 99%|█████████▊| 233/236 [01:21<00:01,  2.94it/s]

 99%|█████████▉| 234/236 [01:21<00:00,  3.21it/s]

100%|█████████▉| 235/236 [01:21<00:00,  3.03it/s]
                                                      

                                                 

 15%|█▌        | 1500/10000 [29:17<1:35:01,  1.49it/s]

100%|██████████| 236/236 [01:23<00:00,  3.03it/s]

                                                 
 15%|█▌        | 1501/10000 [29:18<60:42:32, 25.72s/it]
 15%|█▌        | 1502/10000 [29:18<42:51:53, 18.16s/it]
 15%|█▌        | 1503/10000 [29:19<30:21:06, 12.86s/it]
 15%|█▌        | 1504/10000 [29:19<21:35:06,  9.15s/it]
 15%|█▌        | 1505/10000 [29:20<15:24:53,  6.53s/it]
 15%|█▌        | 1506/10000 [29:20<11:04:42,  4.70s/it]
 15%|█▌        | 1507/10000 [29:21<8:01:23,  3.40s/it] 
 15%|█▌        | 1508/10000 [29:21<5:52:09,  2.49s/it]
 15%|█▌        | 1509/10000 [29:21<4:20:03,  1.84s/it]
 15%|█▌        | 1510/10000 [29:22<3:14:27,  1.37s/it]
 15%|█▌        | 1511/10000 [29:22<2:28:05,  1.05s/it]
 15%|█▌        | 1512/10000 [29:22<1:55:20,  1.23it/s]
 15%|█▌        | 1513/10000 [29:22<1:32:25,  1.53it/s]
 15%|█▌        | 1514/10000 [29:25<2:31:56,  1.07s/it]
 15%|█▌        | 1515/10000 [29:26<3:06:09,  1.32s/it]
 15%|█▌        | 1516/10000 [29:28<3:24:44,  1.45s/it]
 15%|█▌        | 1517/10000 [29:30<3:31:42,  1.50s/it]
 15%|█▌        | 1518/10000 [29:31<3:33:38,  1.51s/it]
 15%|█▌        | 1519/10000 [29:33<3:32:39,  1.50s/it]
 15%|█▌        | 1520/10000 [29:34<3:30:25,  1.49s/it]
 15%|█▌        | 1521/10000 [29:36<3:27:03,  1.47s/it]
 15%|█▌        | 1522/10000 [29:37<3:22:17,  1.43s/it]
 15%|█▌        | 1523/10000 [29:38<3:16:47,  1.39s/it]
 15%|█▌        | 1524/10000 [29:40<3:11:41,  1.36s/it]
 15%|█▌        | 1525/10000 [29:41<3:06:12,  1.32s/it]
 15%|█▌        | 1526/10000 [29:42<3:01:27,  1.28s/it]
 15%|█▌        | 1527/10000 [29:43<2:56:48,  1.25s/it]
 15%|█▌        | 1528/10000 [29:44<2:50:37,  1.21s/it]
 15%|█▌        | 1529/10000 [29:45<2:45:07,  1.17s/it]
 15%|█▌        | 1530/10000 [29:46<2:39:20,  1.13s/it]
 15%|█▌        | 1531/10000 [29:47<2:33:51,  1.09s/it]
 15%|█▌        | 1532/10000 [29:48<2:28:53,  1.06s/it]
 15%|█▌        | 1533/10000 [29:49<2:24:35,  1.02s/it]
 15%|█▌        | 1534/10000 [29:50<2:20:09,  1.01it/s]
 15%|█▌        | 1535/10000 [29:51<2:16:01,  1.04it/s]
 15%|█▌        | 1536/10000 [29:52<2:12:33,  1.06it/s]
 15%|█▌        | 1537/10000 [29:53<2:09:28,  1.09it/s]
 15%|█▌        | 1538/10000 [29:54<2:05:43,  1.12it/s]
 15%|█▌        | 1539/10000 [29:55<2:02:31,  1.15it/s]
 15%|█▌        | 1540/10000 [29:55<1:59:30,  1.18it/s]
 15%|█▌        | 1541/10000 [29:56<1:56:46,  1.21it/s]
 15%|█▌        | 1542/10000 [29:57<1:53:58,  1.24it/s]
 15%|█▌        | 1543/10000 [29:58<1:51:25,  1.26it/s]
 15%|█▌        | 1544/10000 [29:58<1:48:00,  1.30it/s]
 15%|█▌        | 1545/10000 [29:59<1:44:25,  1.35it/s]
 15%|█▌        | 1546/10000 [30:00<1:41:35,  1.39it/s]
 15%|█▌        | 1547/10000 [30:00<1:39:10,  1.42it/s]
 15%|█▌        | 1548/10000 [30:01<1:36:44,  1.46it/s]
 15%|█▌        | 1549/10000 [30:02<1:34:05,  1.50it/s]
 16%|█▌        | 1550/10000 [30:02<1:32:13,  1.53it/s]
 16%|█▌        | 1551/10000 [30:03<1:28:14,  1.60it/s]
 16%|█▌        | 1552/10000 [30:03<1:24:28,  1.67it/s]
 16%|█▌        | 1553/10000 [30:04<1:21:06,  1.74it/s]
 16%|█▌        | 1554/10000 [30:04<1:18:05,  1.80it/s]
 16%|█▌        | 1555/10000 [30:05<1:14:50,  1.88it/s]
 16%|█▌        | 1556/10000 [30:05<1:10:31,  2.00it/s]
 16%|█▌        | 1557/10000 [30:06<1:06:00,  2.13it/s]
 16%|█▌        | 1558/10000 [30:06<1:01:41,  2.28it/s]
 16%|█▌        | 1559/10000 [30:06<57:49,  2.43it/s]  
 16%|█▌        | 1560/10000 [30:07<52:57,  2.66it/s]
 16%|█▌        | 1561/10000 [30:07<48:51,  2.88it/s]
 16%|█▌        | 1562/10000 [30:07<45:40,  3.08it/s]
 16%|█▌        | 1563/10000 [30:08<43:26,  3.24it/s]
 16%|█▌        | 1564/10000 [30:10<1:54:16,  1.23it/s]
 16%|█▌        | 1565/10000 [30:11<2:34:42,  1.10s/it]
 16%|█▌        | 1566/10000 [30:13<2:59:12,  1.27s/it]
 16%|█▌        | 1567/10000 [30:15<3:11:48,  1.36s/it]
 16%|█▌        | 1568/10000 [30:16<3:18:37,  1.41s/it]
 16%|█▌        | 1569/10000 [30:18<3:21:27,  1.43s/it]
 16%|█▌        | 1570/10000 [30:19<3:21:12,  1.43s/it]
 16%|█▌        | 1571/10000 [30:20<3:17:58,  1.41s/it]
 16%|█▌        | 1572/10000 [30:22<3:14:47,  1.39s/it]
 16%|█▌        | 1573/10000 [30:23<3:10:22,  1.36s/it]
 16%|█▌        | 1574/10000 [30:24<3:06:16,  1.33s/it]
 16%|█▌        | 1575/10000 [30:25<3:02:38,  1.30s/it]
 16%|█▌        | 1576/10000 [30:27<2:58:44,  1.27s/it]
 16%|█▌        | 1577/10000 [30:28<2:54:15,  1.24s/it]
 16%|█▌        | 1578/10000 [30:29<2:49:07,  1.20s/it]
 16%|█▌        | 1579/10000 [30:30<2:44:11,  1.17s/it]
 16%|█▌        | 1580/10000 [30:31<2:39:57,  1.14s/it]
 16%|█▌        | 1581/10000 [30:32<2:35:42,  1.11s/it]
 16%|█▌        | 1582/10000 [30:33<2:31:02,  1.08s/it]
 16%|█▌        | 1583/10000 [30:34<2:27:02,  1.05s/it]
 16%|█▌        | 1584/10000 [30:35<2:22:11,  1.01s/it]
 16%|█▌        | 1585/10000 [30:36<2:18:02,  1.02it/s]
 16%|█▌        | 1586/10000 [30:37<2:14:29,  1.04it/s]
 16%|█▌        | 1587/10000 [30:38<2:10:59,  1.07it/s]
 16%|█▌        | 1588/10000 [30:39<2:08:32,  1.09it/s]
 16%|█▌        | 1589/10000 [30:39<2:04:39,  1.12it/s]
 16%|█▌        | 1590/10000 [30:40<2:00:38,  1.16it/s]
 16%|█▌        | 1591/10000 [30:41<1:57:30,  1.19it/s]
 16%|█▌        | 1592/10000 [30:42<1:54:44,  1.22it/s]
 16%|█▌        | 1593/10000 [30:43<1:52:35,  1.24it/s]
 16%|█▌        | 1594/10000 [30:43<1:50:09,  1.27it/s]
 16%|█▌        | 1595/10000 [30:44<1:47:22,  1.30it/s]
 16%|█▌        | 1596/10000 [30:45<1:44:29,  1.34it/s]
 16%|█▌        | 1597/10000 [30:45<1:41:34,  1.38it/s]
 16%|█▌        | 1598/10000 [30:46<1:38:29,  1.42it/s]
 16%|█▌        | 1599/10000 [30:47<1:35:18,  1.47it/s]
 16%|█▌        | 1600/10000 [30:47<1:32:33,  1.51it/s]
 16%|█▌        | 1601/10000 [30:48<1:28:37,  1.58it/s]
 16%|█▌        | 1602/10000 [30:48<1:25:02,  1.65it/s]
 16%|█▌        | 1603/10000 [30:49<1:21:28,  1.72it/s]
 16%|█▌        | 1604/10000 [30:49<1:17:45,  1.80it/s]
 16%|█▌        | 1605/10000 [30:50<1:13:16,  1.91it/s]
 16%|█▌        | 1606/10000 [30:50<1:09:32,  2.01it/s]
 16%|█▌        | 1607/10000 [30:51<1:05:10,  2.15it/s]
 16%|█▌        | 1608/10000 [30:51<1:00:23,  2.32it/s]
 16%|█▌        | 1609/10000 [30:51<55:15,  2.53it/s]  
 16%|█▌        | 1610/10000 [30:52<51:00,  2.74it/s]
 16%|█▌        | 1611/10000 [30:52<47:20,  2.95it/s]
 16%|█▌        | 1612/10000 [30:52<44:27,  3.14it/s]
 16%|█▌        | 1613/10000 [30:53<42:12,  3.31it/s]
 16%|█▌        | 1614/10000 [30:55<1:53:32,  1.23it/s]
 16%|█▌        | 1615/10000 [30:56<2:36:43,  1.12s/it]
 16%|█▌        | 1616/10000 [30:58<3:01:13,  1.30s/it]
 16%|█▌        | 1617/10000 [31:00<3:13:41,  1.39s/it]
 16%|█▌        | 1618/10000 [31:01<3:18:46,  1.42s/it]
 16%|█▌        | 1619/10000 [31:03<3:20:53,  1.44s/it]
 16%|█▌        | 1620/10000 [31:04<3:20:24,  1.43s/it]
 16%|█▌        | 1621/10000 [31:05<3:17:26,  1.41s/it]
 16%|█▌        | 1622/10000 [31:07<3:13:29,  1.39s/it]
 16%|█▌        | 1623/10000 [31:08<3:09:36,  1.36s/it]
 16%|█▌        | 1624/10000 [31:09<3:05:42,  1.33s/it]
 16%|█▋        | 1625/10000 [31:11<3:01:27,  1.30s/it]
 16%|█▋        | 1626/10000 [31:12<2:58:05,  1.28s/it]
 16%|█▋        | 1627/10000 [31:13<2:54:06,  1.25s/it]
 16%|█▋        | 1628/10000 [31:14<2:50:29,  1.22s/it]
 16%|█▋        | 1629/10000 [31:15<2:45:30,  1.19s/it]
 16%|█▋        | 1630/10000 [31:16<2:41:03,  1.15s/it]
 16%|█▋        | 1631/10000 [31:17<2:37:17,  1.13s/it]
 16%|█▋        | 1632/10000 [31:18<2:32:56,  1.10s/it]
 16%|█▋        | 1633/10000 [31:19<2:28:13,  1.06s/it]
 16%|█▋        | 1634/10000 [31:20<2:23:46,  1.03s/it]
 16%|█▋        | 1635/10000 [31:21<2:19:47,  1.00s/it]
 16%|█▋        | 1636/10000 [31:22<2:15:41,  1.03it/s]
 16%|█▋        | 1637/10000 [31:23<2:11:52,  1.06it/s]
 16%|█▋        | 1638/10000 [31:24<2:08:29,  1.08it/s]
 16%|█▋        | 1639/10000 [31:25<2:04:13,  1.12it/s]
 16%|█▋        | 1640/10000 [31:26<2:00:40,  1.15it/s]
 16%|█▋        | 1641/10000 [31:26<1:57:21,  1.19it/s]
 16%|█▋        | 1642/10000 [31:27<1:54:11,  1.22it/s]
 16%|█▋        | 1643/10000 [31:28<1:51:16,  1.25it/s]
 16%|█▋        | 1644/10000 [31:29<1:48:46,  1.28it/s]
 16%|█▋        | 1645/10000 [31:29<1:45:20,  1.32it/s]
 16%|█▋        | 1646/10000 [31:30<1:42:17,  1.36it/s]
 16%|█▋        | 1647/10000 [31:31<1:39:41,  1.40it/s]
 16%|█▋        | 1648/10000 [31:31<1:36:24,  1.44it/s]
 16%|█▋        | 1649/10000 [31:32<1:33:21,  1.49it/s]
 16%|█▋        | 1650/10000 [31:33<1:31:14,  1.53it/s]
 17%|█▋        | 1651/10000 [31:33<1:27:45,  1.59it/s]
 17%|█▋        | 1652/10000 [31:34<1:24:19,  1.65it/s]
 17%|█▋        | 1653/10000 [31:34<1:20:31,  1.73it/s]
 17%|█▋        | 1654/10000 [31:35<1:16:44,  1.81it/s]
 17%|█▋        | 1655/10000 [31:35<1:12:38,  1.91it/s]
 17%|█▋        | 1656/10000 [31:36<1:08:32,  2.03it/s]
 17%|█▋        | 1657/10000 [31:36<1:04:31,  2.15it/s]
 17%|█▋        | 1658/10000 [31:36<1:00:01,  2.32it/s]
 17%|█▋        | 1659/10000 [31:37<55:04,  2.52it/s]  
 17%|█▋        | 1660/10000 [31:37<50:35,  2.75it/s]
 17%|█▋        | 1661/10000 [31:37<46:44,  2.97it/s]
 17%|█▋        | 1662/10000 [31:37<43:54,  3.16it/s]
 17%|█▋        | 1663/10000 [31:38<43:11,  3.22it/s]
 17%|█▋        | 1664/10000 [31:40<1:52:32,  1.23it/s]
 17%|█▋        | 1665/10000 [31:41<2:33:10,  1.10s/it]
 17%|█▋        | 1666/10000 [31:43<2:57:31,  1.28s/it]
 17%|█▋        | 1667/10000 [31:45<3:09:57,  1.37s/it]
 17%|█▋        | 1668/10000 [31:46<3:17:29,  1.42s/it]
 17%|█▋        | 1669/10000 [31:48<3:19:59,  1.44s/it]
 17%|█▋        | 1670/10000 [31:49<3:19:39,  1.44s/it]
 17%|█▋        | 1671/10000 [31:51<3:16:34,  1.42s/it]
 17%|█▋        | 1672/10000 [31:52<3:12:57,  1.39s/it]
 17%|█▋        | 1673/10000 [31:53<3:08:44,  1.36s/it]
 17%|█▋        | 1674/10000 [31:54<3:03:12,  1.32s/it]
 17%|█▋        | 1675/10000 [31:56<2:58:40,  1.29s/it]
 17%|█▋        | 1676/10000 [31:57<2:54:39,  1.26s/it]
 17%|█▋        | 1677/10000 [31:58<2:50:23,  1.23s/it]
 17%|█▋        | 1678/10000 [31:59<2:45:38,  1.19s/it]
 17%|█▋        | 1679/10000 [32:00<2:41:51,  1.17s/it]
 17%|█▋        | 1680/10000 [32:01<2:38:06,  1.14s/it]
 17%|█▋        | 1681/10000 [32:02<2:34:37,  1.12s/it]
 17%|█▋        | 1682/10000 [32:03<2:30:30,  1.09s/it]
 17%|█▋        | 1683/10000 [32:04<2:25:50,  1.05s/it]
 17%|█▋        | 1684/10000 [32:05<2:21:16,  1.02s/it]
 17%|█▋        | 1685/10000 [32:06<2:17:25,  1.01it/s]
 17%|█▋        | 1686/10000 [32:07<2:14:03,  1.03it/s]
 17%|█▋        | 1687/10000 [32:08<2:10:39,  1.06it/s]
 17%|█▋        | 1688/10000 [32:09<2:07:11,  1.09it/s]
 17%|█▋        | 1689/10000 [32:10<2:03:56,  1.12it/s]
 17%|█▋        | 1690/10000 [32:10<2:00:05,  1.15it/s]
 17%|█▋        | 1691/10000 [32:11<1:56:19,  1.19it/s]
 17%|█▋        | 1692/10000 [32:12<1:53:13,  1.22it/s]
 17%|█▋        | 1693/10000 [32:13<1:50:22,  1.25it/s]
 17%|█▋        | 1694/10000 [32:14<1:47:52,  1.28it/s]
 17%|█▋        | 1695/10000 [32:14<1:44:45,  1.32it/s]
 17%|█▋        | 1696/10000 [32:15<1:41:22,  1.37it/s]
 17%|█▋        | 1697/10000 [32:16<1:38:55,  1.40it/s]
 17%|█▋        | 1698/10000 [32:16<1:35:49,  1.44it/s]
 17%|█▋        | 1699/10000 [32:17<1:32:05,  1.50it/s]
 17%|█▋        | 1700/10000 [32:17<1:27:55,  1.57it/s]
 17%|█▋        | 1701/10000 [32:18<1:23:48,  1.65it/s]
 17%|█▋        | 1702/10000 [32:18<1:20:03,  1.73it/s]
 17%|█▋        | 1703/10000 [32:19<1:16:30,  1.81it/s]
 17%|█▋        | 1704/10000 [32:19<1:13:35,  1.88it/s]
 17%|█▋        | 1705/10000 [32:20<1:09:05,  2.00it/s]
 17%|█▋        | 1706/10000 [32:20<1:04:59,  2.13it/s]
 17%|█▋        | 1707/10000 [32:21<1:00:41,  2.28it/s]
 17%|█▋        | 1708/10000 [32:21<55:40,  2.48it/s]  
 17%|█▋        | 1709/10000 [32:21<51:14,  2.70it/s]
 17%|█▋        | 1710/10000 [32:21<47:40,  2.90it/s]
 17%|█▋        | 1711/10000 [32:22<44:34,  3.10it/s]
 17%|█▋        | 1712/10000 [32:22<42:22,  3.26it/s]
 17%|█▋        | 1713/10000 [32:22<40:45,  3.39it/s]
 17%|█▋        | 1714/10000 [32:24<1:51:03,  1.24it/s]
 17%|█▋        | 1715/10000 [32:26<2:32:45,  1.11s/it]
 17%|█▋        | 1716/10000 [32:28<2:57:36,  1.29s/it]
 17%|█▋        | 1717/10000 [32:29<3:11:26,  1.39s/it]
 17%|█▋        | 1718/10000 [32:31<3:17:10,  1.43s/it]
 17%|█▋        | 1719/10000 [32:32<3:18:34,  1.44s/it]
 17%|█▋        | 1720/10000 [32:34<3:18:44,  1.44s/it]
 17%|█▋        | 1721/10000 [32:35<3:15:49,  1.42s/it]
 17%|█▋        | 1722/10000 [32:37<3:12:37,  1.40s/it]
 17%|█▋        | 1723/10000 [32:38<3:08:30,  1.37s/it]
 17%|█▋        | 1724/10000 [32:39<3:05:12,  1.34s/it]
 17%|█▋        | 1725/10000 [32:40<3:01:47,  1.32s/it]
 17%|█▋        | 1726/10000 [32:42<2:57:35,  1.29s/it]
 17%|█▋        | 1727/10000 [32:43<2:53:44,  1.26s/it]
 17%|█▋        | 1728/10000 [32:44<2:50:07,  1.23s/it]
 17%|█▋        | 1729/10000 [32:45<2:45:16,  1.20s/it]
 17%|█▋        | 1730/10000 [32:46<2:39:54,  1.16s/it]
 17%|█▋        | 1731/10000 [32:47<2:35:13,  1.13s/it]
 17%|█▋        | 1732/10000 [32:48<2:30:12,  1.09s/it]
 17%|█▋        | 1733/10000 [32:49<2:25:37,  1.06s/it]
 17%|█▋        | 1734/10000 [32:50<2:20:53,  1.02s/it]
 17%|█▋        | 1735/10000 [32:51<2:17:10,  1.00it/s]
 17%|█▋        | 1736/10000 [32:52<2:13:24,  1.03it/s]
 17%|█▋        | 1737/10000 [32:53<2:10:20,  1.06it/s]
 17%|█▋        | 1738/10000 [32:54<2:06:02,  1.09it/s]
 17%|█▋        | 1739/10000 [32:55<2:02:10,  1.13it/s]
 17%|█▋        | 1740/10000 [32:55<1:58:43,  1.16it/s]
 17%|█▋        | 1741/10000 [32:56<1:55:55,  1.19it/s]
 17%|█▋        | 1742/10000 [32:57<1:53:07,  1.22it/s]
 17%|█▋        | 1743/10000 [32:58<1:50:30,  1.25it/s]
 17%|█▋        | 1744/10000 [32:58<1:47:43,  1.28it/s]
 17%|█▋        | 1745/10000 [32:59<1:44:50,  1.31it/s]
 17%|█▋        | 1746/10000 [33:00<1:42:21,  1.34it/s]
 17%|█▋        | 1747/10000 [33:01<1:39:12,  1.39it/s]
 17%|█▋        | 1748/10000 [33:01<1:36:18,  1.43it/s]
 17%|█▋        | 1749/10000 [33:02<1:33:24,  1.47it/s]
 18%|█▊        | 1750/10000 [33:02<1:30:52,  1.51it/s]
 18%|█▊        | 1751/10000 [33:03<1:26:38,  1.59it/s]
 18%|█▊        | 1752/10000 [33:04<1:22:24,  1.67it/s]
 18%|█▊        | 1753/10000 [33:04<1:18:24,  1.75it/s]
 18%|█▊        | 1754/10000 [33:04<1:14:24,  1.85it/s]
 18%|█▊        | 1755/10000 [33:05<1:09:54,  1.97it/s]
 18%|█▊        | 1756/10000 [33:05<1:06:11,  2.08it/s]
 18%|█▊        | 1757/10000 [33:06<1:02:10,  2.21it/s]
 18%|█▊        | 1758/10000 [33:06<58:05,  2.36it/s]  
 18%|█▊        | 1759/10000 [33:06<53:09,  2.58it/s]
 18%|█▊        | 1760/10000 [33:07<48:36,  2.83it/s]
 18%|█▊        | 1761/10000 [33:07<45:39,  3.01it/s]
 18%|█▊        | 1762/10000 [33:07<43:31,  3.15it/s]
 18%|█▊        | 1763/10000 [33:08<42:14,  3.25it/s]
 18%|█▊        | 1764/10000 [33:10<1:53:15,  1.21it/s]
 18%|█▊        | 1765/10000 [33:11<2:34:05,  1.12s/it]
 18%|█▊        | 1766/10000 [33:13<2:56:48,  1.29s/it]
 18%|█▊        | 1767/10000 [33:15<3:09:58,  1.38s/it]
 18%|█▊        | 1768/10000 [33:16<3:15:50,  1.43s/it]
 18%|█▊        | 1769/10000 [33:18<3:17:54,  1.44s/it]
 18%|█▊        | 1770/10000 [33:19<3:17:21,  1.44s/it]
 18%|█▊        | 1771/10000 [33:20<3:14:25,  1.42s/it]
 18%|█▊        | 1772/10000 [33:22<3:10:28,  1.39s/it]
 18%|█▊        | 1773/10000 [33:23<3:05:52,  1.36s/it]
 18%|█▊        | 1774/10000 [33:24<3:01:41,  1.33s/it]
 18%|█▊        | 1775/10000 [33:26<2:56:59,  1.29s/it]
 18%|█▊        | 1776/10000 [33:27<2:52:41,  1.26s/it]
 18%|█▊        | 1777/10000 [33:28<2:49:06,  1.23s/it]
 18%|█▊        | 1778/10000 [33:29<2:43:55,  1.20s/it]
 18%|█▊        | 1779/10000 [33:30<2:39:16,  1.16s/it]
 18%|█▊        | 1780/10000 [33:31<2:35:16,  1.13s/it]
 18%|█▊        | 1781/10000 [33:32<2:30:58,  1.10s/it]
 18%|█▊        | 1782/10000 [33:33<2:27:22,  1.08s/it]
 18%|█▊        | 1783/10000 [33:34<2:23:23,  1.05s/it]
 18%|█▊        | 1784/10000 [33:35<2:19:23,  1.02s/it]
 18%|█▊        | 1785/10000 [33:36<2:16:15,  1.00it/s]
 18%|█▊        | 1786/10000 [33:37<2:12:45,  1.03it/s]
 18%|█▊        | 1787/10000 [33:38<2:09:30,  1.06it/s]
 18%|█▊        | 1788/10000 [33:39<2:06:29,  1.08it/s]
 18%|█▊        | 1789/10000 [33:40<2:01:59,  1.12it/s]
 18%|█▊        | 1790/10000 [33:40<1:57:56,  1.16it/s]
 18%|█▊        | 1791/10000 [33:41<1:55:14,  1.19it/s]
 18%|█▊        | 1792/10000 [33:42<1:52:24,  1.22it/s]
 18%|█▊        | 1793/10000 [33:43<1:49:26,  1.25it/s]
 18%|█▊        | 1794/10000 [33:43<1:47:00,  1.28it/s]
 18%|█▊        | 1795/10000 [33:44<1:43:54,  1.32it/s]
 18%|█▊        | 1796/10000 [33:45<1:41:01,  1.35it/s]
 18%|█▊        | 1797/10000 [33:45<1:38:14,  1.39it/s]
 18%|█▊        | 1798/10000 [33:46<1:34:48,  1.44it/s]
 18%|█▊        | 1799/10000 [33:47<1:31:52,  1.49it/s]
 18%|█▊        | 1800/10000 [33:47<1:29:30,  1.53it/s]
 18%|█▊        | 1801/10000 [33:48<1:25:37,  1.60it/s]
 18%|█▊        | 1802/10000 [33:48<1:22:12,  1.66it/s]
 18%|█▊        | 1803/10000 [33:49<1:18:12,  1.75it/s]
 18%|█▊        | 1804/10000 [33:49<1:14:36,  1.83it/s]
 18%|█▊        | 1805/10000 [33:50<1:10:22,  1.94it/s]
 18%|█▊        | 1806/10000 [33:50<1:05:58,  2.07it/s]
 18%|█▊        | 1807/10000 [33:51<1:01:30,  2.22it/s]
 18%|█▊        | 1808/10000 [33:51<56:08,  2.43it/s]  
 18%|█▊        | 1809/10000 [33:51<52:22,  2.61it/s]
 18%|█▊        | 1810/10000 [33:52<48:50,  2.79it/s]
 18%|█▊        | 1811/10000 [33:52<45:54,  2.97it/s]
 18%|█▊        | 1812/10000 [33:52<43:43,  3.12it/s]
 18%|█▊        | 1813/10000 [33:52<42:06,  3.24it/s]
 18%|█▊        | 1814/10000 [33:54<1:52:19,  1.21it/s]
 18%|█▊        | 1815/10000 [33:56<2:35:35,  1.14s/it]
 18%|█▊        | 1816/10000 [33:58<3:01:53,  1.33s/it]
 18%|█▊        | 1817/10000 [34:00<3:16:45,  1.44s/it]
 18%|█▊        | 1818/10000 [34:01<3:22:06,  1.48s/it]
 18%|█▊        | 1819/10000 [34:03<3:23:21,  1.49s/it]
 18%|█▊        | 1820/10000 [34:04<3:22:20,  1.48s/it]
 18%|█▊        | 1821/10000 [34:06<3:19:20,  1.46s/it]
 18%|█▊        | 1822/10000 [34:07<3:15:11,  1.43s/it]
 18%|█▊        | 1823/10000 [34:08<3:11:02,  1.40s/it]
 18%|█▊        | 1824/10000 [34:10<3:05:08,  1.36s/it]
 18%|█▊        | 1825/10000 [34:11<2:59:42,  1.32s/it]
 18%|█▊        | 1826/10000 [34:12<2:54:42,  1.28s/it]
 18%|█▊        | 1827/10000 [34:13<2:49:46,  1.25s/it]
 18%|█▊        | 1828/10000 [34:14<2:44:06,  1.20s/it]
 18%|█▊        | 1829/10000 [34:16<2:39:02,  1.17s/it]
 18%|█▊        | 1830/10000 [34:17<2:34:50,  1.14s/it]
 18%|█▊        | 1831/10000 [34:18<2:30:23,  1.10s/it]
 18%|█▊        | 1832/10000 [34:19<2:26:50,  1.08s/it]
 18%|█▊        | 1833/10000 [34:20<2:23:20,  1.05s/it]
 18%|█▊        | 1834/10000 [34:21<2:18:59,  1.02s/it]
 18%|█▊        | 1835/10000 [34:21<2:15:14,  1.01it/s]
 18%|█▊        | 1836/10000 [34:22<2:11:57,  1.03it/s]
 18%|█▊        | 1837/10000 [34:23<2:08:51,  1.06it/s]
 18%|█▊        | 1838/10000 [34:24<2:06:02,  1.08it/s]
 18%|█▊        | 1839/10000 [34:25<2:01:33,  1.12it/s]
 18%|█▊        | 1840/10000 [34:26<1:58:05,  1.15it/s]
 18%|█▊        | 1841/10000 [34:27<1:55:13,  1.18it/s]
 18%|█▊        | 1842/10000 [34:27<1:52:50,  1.20it/s]
 18%|█▊        | 1843/10000 [34:28<1:49:56,  1.24it/s]
 18%|█▊        | 1844/10000 [34:29<1:47:06,  1.27it/s]
 18%|█▊        | 1845/10000 [34:30<1:43:45,  1.31it/s]
 18%|█▊        | 1846/10000 [34:30<1:40:10,  1.36it/s]
 18%|█▊        | 1847/10000 [34:31<1:37:31,  1.39it/s]
 18%|█▊        | 1848/10000 [34:32<1:34:37,  1.44it/s]
 18%|█▊        | 1849/10000 [34:32<1:31:41,  1.48it/s]
 18%|█▊        | 1850/10000 [34:33<1:29:29,  1.52it/s]
 19%|█▊        | 1851/10000 [34:33<1:25:56,  1.58it/s]
 19%|█▊        | 1852/10000 [34:34<1:22:07,  1.65it/s]
 19%|█▊        | 1853/10000 [34:34<1:18:18,  1.73it/s]
 19%|█▊        | 1854/10000 [34:35<1:14:09,  1.83it/s]
 19%|█▊        | 1855/10000 [34:35<1:09:56,  1.94it/s]
 19%|█▊        | 1856/10000 [34:36<1:06:02,  2.06it/s]
 19%|█▊        | 1857/10000 [34:36<1:02:00,  2.19it/s]
 19%|█▊        | 1858/10000 [34:37<57:58,  2.34it/s]  
 19%|█▊        | 1859/10000 [34:37<53:12,  2.55it/s]
 19%|█▊        | 1860/10000 [34:37<49:01,  2.77it/s]
 19%|█▊        | 1861/10000 [34:37<45:42,  2.97it/s]
 19%|█▊        | 1862/10000 [34:38<43:00,  3.15it/s]
 19%|█▊        | 1863/10000 [34:38<41:01,  3.31it/s]
 19%|█▊        | 1864/10000 [34:40<1:47:28,  1.26it/s]
 19%|█▊        | 1865/10000 [34:42<2:23:04,  1.06s/it]
 19%|█▊        | 1866/10000 [34:43<2:40:18,  1.18s/it]
 19%|█▊        | 1867/10000 [34:44<2:47:11,  1.23s/it]
 19%|█▊        | 1868/10000 [34:46<2:47:41,  1.24s/it]
 19%|█▊        | 1869/10000 [34:47<2:45:57,  1.22s/it]
 19%|█▊        | 1870/10000 [34:48<2:42:39,  1.20s/it]
 19%|█▊        | 1871/10000 [34:49<2:37:20,  1.16s/it]
 19%|█▊        | 1872/10000 [34:50<2:29:51,  1.11s/it]
 19%|█▊        | 1873/10000 [34:51<2:21:55,  1.05s/it]
 19%|█▊        | 1874/10000 [34:52<2:14:46,  1.00it/s]
 19%|█▉        | 1875/10000 [34:53<2:06:53,  1.07it/s]
 19%|█▉        | 1876/10000 [34:53<1:59:14,  1.14it/s]
 19%|█▉        | 1877/10000 [34:54<1:51:31,  1.21it/s]
 19%|█▉        | 1878/10000 [34:55<1:44:04,  1.30it/s]
 19%|█▉        | 1879/10000 [34:55<1:37:40,  1.39it/s]
 19%|█▉        | 1880/10000 [34:56<1:29:41,  1.51it/s]
 19%|█▉        | 1881/10000 [34:56<1:21:11,  1.67it/s]
 19%|█▉        | 1882/10000 [34:57<1:11:41,  1.89it/s]
 19%|█▉        | 1883/10000 [34:57<1:01:34,  2.20it/s]
 19%|█▉        | 1884/10000 [34:57<51:10,  2.64it/s]  
 19%|█▉        | 1885/10000 [34:59<1:59:37,  1.13it/s]
 19%|█▉        | 1886/10000 [35:01<2:39:23,  1.18s/it]
 19%|█▉        | 1887/10000 [35:03<3:02:29,  1.35s/it]
 19%|█▉        | 1888/10000 [35:04<3:14:46,  1.44s/it]
 19%|█▉        | 1889/10000 [35:06<3:20:13,  1.48s/it]
 19%|█▉        | 1890/10000 [35:08<3:20:16,  1.48s/it]
 19%|█▉        | 1891/10000 [35:09<3:18:42,  1.47s/it]
 19%|█▉        | 1892/10000 [35:10<3:14:44,  1.44s/it]
 19%|█▉        | 1893/10000 [35:12<3:11:22,  1.42s/it]
 19%|█▉        | 1894/10000 [35:13<3:06:44,  1.38s/it]
 19%|█▉        | 1895/10000 [35:14<3:02:20,  1.35s/it]
 19%|█▉        | 1896/10000 [35:15<2:57:11,  1.31s/it]
 19%|█▉        | 1897/10000 [35:17<2:53:04,  1.28s/it]
 19%|█▉        | 1898/10000 [35:18<2:49:19,  1.25s/it]
 19%|█▉        | 1899/10000 [35:19<2:45:17,  1.22s/it]
 19%|█▉        | 1900/10000 [35:20<2:39:59,  1.19s/it]
 19%|█▉        | 1901/10000 [35:21<2:35:02,  1.15s/it]
 19%|█▉        | 1902/10000 [35:22<2:31:08,  1.12s/it]
 19%|█▉        | 1903/10000 [35:23<2:27:31,  1.09s/it]
 19%|█▉        | 1904/10000 [35:24<2:23:49,  1.07s/it]
 19%|█▉        | 1905/10000 [35:25<2:19:00,  1.03s/it]
 19%|█▉        | 1906/10000 [35:26<2:15:18,  1.00s/it]
 19%|█▉        | 1907/10000 [35:27<2:11:27,  1.03it/s]
 19%|█▉        | 1908/10000 [35:28<2:07:50,  1.05it/s]
 19%|█▉        | 1909/10000 [35:29<2:04:50,  1.08it/s]
 19%|█▉        | 1910/10000 [35:30<2:01:01,  1.11it/s]
 19%|█▉        | 1911/10000 [35:30<1:57:30,  1.15it/s]
 19%|█▉        | 1912/10000 [35:31<1:54:24,  1.18it/s]
 19%|█▉        | 1913/10000 [35:32<1:51:17,  1.21it/s]
 19%|█▉        | 1914/10000 [35:33<1:48:43,  1.24it/s]
 19%|█▉        | 1915/10000 [35:34<1:46:10,  1.27it/s]
 19%|█▉        | 1916/10000 [35:34<1:42:56,  1.31it/s]
 19%|█▉        | 1917/10000 [35:35<1:39:36,  1.35it/s]
 19%|█▉        | 1918/10000 [35:36<1:36:36,  1.39it/s]
 19%|█▉        | 1919/10000 [35:36<1:33:58,  1.43it/s]
 19%|█▉        | 1920/10000 [35:37<1:31:12,  1.48it/s]
 19%|█▉        | 1921/10000 [35:38<1:28:23,  1.52it/s]
 19%|█▉        | 1922/10000 [35:38<1:24:57,  1.58it/s]
 19%|█▉        | 1923/10000 [35:39<1:21:21,  1.65it/s]
 19%|█▉        | 1924/10000 [35:39<1:17:50,  1.73it/s]
 19%|█▉        | 1925/10000 [35:40<1:14:20,  1.81it/s]
 19%|█▉        | 1926/10000 [35:40<1:10:54,  1.90it/s]
 19%|█▉        | 1927/10000 [35:41<1:06:50,  2.01it/s]
 19%|█▉        | 1928/10000 [35:41<1:02:24,  2.16it/s]
 19%|█▉        | 1929/10000 [35:41<58:07,  2.31it/s]  
 19%|█▉        | 1930/10000 [35:42<53:02,  2.54it/s]
 19%|█▉        | 1931/10000 [35:42<48:19,  2.78it/s]
 19%|█▉        | 1932/10000 [35:42<44:35,  3.02it/s]
 19%|█▉        | 1933/10000 [35:42<42:03,  3.20it/s]
 19%|█▉        | 1934/10000 [35:43<40:11,  3.35it/s]
 19%|█▉        | 1935/10000 [35:45<1:49:34,  1.23it/s]
 19%|█▉        | 1936/10000 [35:47<2:30:26,  1.12s/it]
 19%|█▉        | 1937/10000 [35:48<2:53:44,  1.29s/it]
 19%|█▉        | 1938/10000 [35:50<3:06:21,  1.39s/it]
 19%|█▉        | 1939/10000 [35:51<3:11:01,  1.42s/it]
 19%|█▉        | 1940/10000 [35:53<3:12:28,  1.43s/it]
 19%|█▉        | 1941/10000 [35:54<3:12:26,  1.43s/it]
 19%|█▉        | 1942/10000 [35:56<3:09:08,  1.41s/it]
 19%|█▉        | 1943/10000 [35:57<3:04:14,  1.37s/it]
 19%|█▉        | 1944/10000 [35:58<2:59:41,  1.34s/it]
 19%|█▉        | 1945/10000 [35:59<2:55:14,  1.31s/it]
 19%|█▉        | 1946/10000 [36:01<2:50:33,  1.27s/it]
 19%|█▉        | 1947/10000 [36:02<2:46:23,  1.24s/it]
 19%|█▉        | 1948/10000 [36:03<2:42:46,  1.21s/it]
 19%|█▉        | 1949/10000 [36:04<2:39:47,  1.19s/it]
 20%|█▉        | 1950/10000 [36:05<2:35:48,  1.16s/it]
 20%|█▉        | 1951/10000 [36:06<2:32:17,  1.14s/it]
 20%|█▉        | 1952/10000 [36:07<2:28:24,  1.11s/it]
 20%|█▉        | 1953/10000 [36:08<2:24:26,  1.08s/it]
 20%|█▉        | 1954/10000 [36:09<2:20:37,  1.05s/it]
 20%|█▉        | 1955/10000 [36:10<2:16:35,  1.02s/it]
 20%|█▉        | 1956/10000 [36:11<2:12:48,  1.01it/s]
 20%|█▉        | 1957/10000 [36:12<2:09:11,  1.04it/s]
 20%|█▉        | 1958/10000 [36:13<2:05:53,  1.06it/s]
 20%|█▉        | 1959/10000 [36:14<2:02:52,  1.09it/s]
 20%|█▉        | 1960/10000 [36:15<1:59:16,  1.12it/s]
 20%|█▉        | 1961/10000 [36:15<1:55:31,  1.16it/s]
 20%|█▉        | 1962/10000 [36:16<1:52:24,  1.19it/s]
 20%|█▉        | 1963/10000 [36:17<1:49:09,  1.23it/s]
 20%|█▉        | 1964/10000 [36:18<1:46:29,  1.26it/s]
 20%|█▉        | 1965/10000 [36:18<1:43:55,  1.29it/s]
 20%|█▉        | 1966/10000 [36:19<1:41:21,  1.32it/s]
 20%|█▉        | 1967/10000 [36:20<1:38:33,  1.36it/s]
 20%|█▉        | 1968/10000 [36:20<1:35:50,  1.40it/s]
 20%|█▉        | 1969/10000 [36:21<1:33:20,  1.43it/s]
 20%|█▉        | 1970/10000 [36:22<1:30:30,  1.48it/s]
 20%|█▉        | 1971/10000 [36:22<1:28:25,  1.51it/s]
 20%|█▉        | 1972/10000 [36:23<1:24:39,  1.58it/s]
 20%|█▉        | 1973/10000 [36:23<1:20:58,  1.65it/s]
 20%|█▉        | 1974/10000 [36:24<1:17:30,  1.73it/s]
 20%|█▉        | 1975/10000 [36:24<1:14:01,  1.81it/s]
 20%|█▉        | 1976/10000 [36:25<1:10:05,  1.91it/s]
 20%|█▉        | 1977/10000 [36:25<1:06:10,  2.02it/s]
 20%|█▉        | 1978/10000 [36:26<1:02:14,  2.15it/s]
 20%|█▉        | 1979/10000 [36:26<58:03,  2.30it/s]  
 20%|█▉        | 1980/10000 [36:26<53:24,  2.50it/s]
 20%|█▉        | 1981/10000 [36:27<49:01,  2.73it/s]
 20%|█▉        | 1982/10000 [36:27<45:22,  2.95it/s]
 20%|█▉        | 1983/10000 [36:27<42:42,  3.13it/s]
 20%|█▉        | 1984/10000 [36:28<40:47,  3.27it/s]
 20%|█▉        | 1985/10000 [36:30<1:49:12,  1.22it/s]
 20%|█▉        | 1986/10000 [36:31<2:27:31,  1.10s/it]
 20%|█▉        | 1987/10000 [36:33<2:51:02,  1.28s/it]
 20%|█▉        | 1988/10000 [36:35<3:02:52,  1.37s/it]
 20%|█▉        | 1989/10000 [36:36<3:08:45,  1.41s/it]
 20%|█▉        | 1990/10000 [36:38<3:10:54,  1.43s/it]
 20%|█▉        | 1991/10000 [36:39<3:10:30,  1.43s/it]
 20%|█▉        | 1992/10000 [36:40<3:07:52,  1.41s/it]
 20%|█▉        | 1993/10000 [36:42<3:04:30,  1.38s/it]
 20%|█▉        | 1994/10000 [36:43<3:00:32,  1.35s/it]
 20%|█▉        | 1995/10000 [36:44<2:56:42,  1.32s/it]
 20%|█▉        | 1996/10000 [36:45<2:53:13,  1.30s/it]
 20%|█▉        | 1997/10000 [36:47<2:48:51,  1.27s/it]
 20%|█▉        | 1998/10000 [36:48<2:44:16,  1.23s/it]
 20%|█▉        | 1999/10000 [36:49<2:39:16,  1.19s/it]
 20%|██        | 2000/10000 [36:50<2:35:20,  1.17s/it]
                                                      

 20%|██        | 2000/10000 [36:50<2:35:20,  1.17s/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 = 2822
  Batch size = 12
{'eval_loss': 0.8497655987739563, 'eval_wer': 0.3365844544095665, 'eval_runtime': 83.5791, 'eval_samples_per_second': 33.764, 'eval_steps_per_second': 2.824, 'epoch': 3.18}
{'loss': 0.8499, 'learning_rate': 8.89111111111111e-05, 'epoch': 4.25}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:39,  5.87it/s]

  1%|▏         | 3/236 [00:00<01:04,  3.61it/s]

  2%|▏         | 4/236 [00:01<01:05,  3.55it/s]

  2%|▏         | 5/236 [00:01<01:07,  3.40it/s]

  3%|▎         | 6/236 [00:01<01:10,  3.27it/s]

  3%|▎         | 7/236 [00:02<01:13,  3.11it/s]

  3%|▎         | 8/236 [00:02<01:14,  3.04it/s]

  4%|▍         | 9/236 [00:02<01:11,  3.18it/s]

  4%|▍         | 10/236 [00:03<01:14,  3.04it/s]

  5%|▍         | 11/236 [00:03<01:18,  2.86it/s]

  5%|▌         | 12/236 [00:03<01:14,  3.00it/s]

  6%|▌         | 13/236 [00:04<01:16,  2.92it/s]

  6%|▌         | 14/236 [00:04<01:18,  2.83it/s]

  6%|▋         | 15/236 [00:04<01:16,  2.89it/s]

  7%|▋         | 16/236 [00:05<01:20,  2.74it/s]

  7%|▋         | 17/236 [00:05<01:20,  2.73it/s]

  8%|▊         | 18/236 [00:05<01:21,  2.68it/s]

  8%|▊         | 19/236 [00:06<01:17,  2.81it/s]

  8%|▊         | 20/236 [00:06<01:21,  2.64it/s]

  9%|▉         | 21/236 [00:07<01:20,  2.67it/s]

  9%|▉         | 22/236 [00:07<01:20,  2.67it/s]

 10%|▉         | 23/236 [00:07<01:16,  2.79it/s]

 10%|█         | 24/236 [00:08<01:12,  2.93it/s]

 11%|█         | 25/236 [00:08<01:06,  3.16it/s]

 11%|█         | 26/236 [00:08<01:11,  2.94it/s]

 11%|█▏        | 27/236 [00:09<01:07,  3.09it/s]

 12%|█▏        | 28/236 [00:09<01:06,  3.11it/s]

 12%|█▏        | 29/236 [00:09<01:05,  3.17it/s]

 13%|█▎        | 30/236 [00:09<01:04,  3.20it/s]

 13%|█▎        | 31/236 [00:10<01:07,  3.03it/s]

 14%|█▎        | 32/236 [00:10<01:13,  2.76it/s]

 14%|█▍        | 33/236 [00:11<01:15,  2.68it/s]

 14%|█▍        | 34/236 [00:11<01:12,  2.77it/s]

 15%|█▍        | 35/236 [00:11<01:11,  2.83it/s]

 15%|█▌        | 36/236 [00:12<01:11,  2.80it/s]

 16%|█▌        | 37/236 [00:12<01:11,  2.77it/s]

 16%|█▌        | 38/236 [00:12<01:06,  2.96it/s]

 17%|█▋        | 39/236 [00:13<01:11,  2.75it/s]

 17%|█▋        | 40/236 [00:13<01:15,  2.61it/s]

 17%|█▋        | 41/236 [00:14<01:15,  2.59it/s]

 18%|█▊        | 42/236 [00:14<01:18,  2.47it/s]

 18%|█▊        | 43/236 [00:14<01:17,  2.50it/s]

 19%|█▊        | 44/236 [00:15<01:15,  2.54it/s]

 19%|█▉        | 45/236 [00:15<01:11,  2.67it/s]

 19%|█▉        | 46/236 [00:16<01:12,  2.64it/s]

 20%|█▉        | 47/236 [00:16<01:13,  2.56it/s]

 20%|██        | 48/236 [00:16<01:09,  2.72it/s]

 21%|██        | 49/236 [00:17<01:15,  2.47it/s]

 21%|██        | 50/236 [00:17<01:14,  2.51it/s]

 22%|██▏       | 51/236 [00:17<01:10,  2.63it/s]

 22%|██▏       | 52/236 [00:18<01:07,  2.71it/s]

 22%|██▏       | 53/236 [00:18<01:13,  2.50it/s]

 23%|██▎       | 54/236 [00:19<01:09,  2.60it/s]

 23%|██▎       | 55/236 [00:19<01:06,  2.71it/s]

 24%|██▎       | 56/236 [00:19<01:07,  2.69it/s]

 24%|██▍       | 57/236 [00:20<01:07,  2.67it/s]

 25%|██▍       | 58/236 [00:20<01:04,  2.74it/s]

 25%|██▌       | 59/236 [00:20<01:03,  2.79it/s]

 25%|██▌       | 60/236 [00:21<01:04,  2.71it/s]

 26%|██▌       | 61/236 [00:21<01:02,  2.82it/s]

 26%|██▋       | 62/236 [00:21<00:59,  2.93it/s]

 27%|██▋       | 63/236 [00:22<01:01,  2.81it/s]

 27%|██▋       | 64/236 [00:22<01:02,  2.75it/s]

 28%|██▊       | 65/236 [00:23<01:03,  2.70it/s]

 28%|██▊       | 66/236 [00:23<00:58,  2.88it/s]

 28%|██▊       | 67/236 [00:23<00:55,  3.04it/s]

 29%|██▉       | 68/236 [00:23<00:53,  3.14it/s]

 29%|██▉       | 69/236 [00:24<00:51,  3.25it/s]

 30%|██▉       | 70/236 [00:24<00:49,  3.38it/s]

 30%|███       | 71/236 [00:24<00:53,  3.11it/s]

 31%|███       | 72/236 [00:25<00:53,  3.09it/s]

 31%|███       | 73/236 [00:25<00:58,  2.77it/s]

 31%|███▏      | 74/236 [00:26<01:01,  2.65it/s]

 32%|███▏      | 75/236 [00:26<01:00,  2.66it/s]

 32%|███▏      | 76/236 [00:26<01:00,  2.66it/s]

 33%|███▎      | 77/236 [00:27<00:59,  2.69it/s]

 33%|███▎      | 78/236 [00:27<00:54,  2.88it/s]

 33%|███▎      | 79/236 [00:27<00:57,  2.74it/s]

 34%|███▍      | 80/236 [00:28<00:57,  2.71it/s]

 34%|███▍      | 81/236 [00:28<00:56,  2.72it/s]

 35%|███▍      | 82/236 [00:29<00:56,  2.73it/s]

 35%|███▌      | 83/236 [00:29<00:52,  2.93it/s]

 36%|███▌      | 84/236 [00:29<00:49,  3.06it/s]

 36%|███▌      | 85/236 [00:29<00:47,  3.19it/s]

 36%|███▋      | 86/236 [00:30<00:44,  3.36it/s]

 37%|███▋      | 87/236 [00:30<00:46,  3.21it/s]

 37%|███▋      | 88/236 [00:30<00:45,  3.22it/s]

 38%|███▊      | 89/236 [00:31<00:48,  3.04it/s]

 38%|███▊      | 90/236 [00:31<00:49,  2.98it/s]

 39%|███▊      | 91/236 [00:31<00:52,  2.79it/s]

 39%|███▉      | 92/236 [00:32<00:48,  2.98it/s]

 39%|███▉      | 93/236 [00:32<00:45,  3.12it/s]

 40%|███▉      | 94/236 [00:32<00:43,  3.25it/s]

 40%|████      | 95/236 [00:33<00:46,  3.02it/s]

 41%|████      | 96/236 [00:33<00:45,  3.10it/s]

 41%|████      | 97/236 [00:33<00:42,  3.25it/s]

 42%|████▏     | 98/236 [00:34<00:43,  3.14it/s]

 42%|████▏     | 99/236 [00:34<00:48,  2.81it/s]

 42%|████▏     | 100/236 [00:34<00:48,  2.79it/s]

 43%|████▎     | 101/236 [00:35<00:49,  2.71it/s]

 43%|████▎     | 102/236 [00:35<00:47,  2.85it/s]

 44%|████▎     | 103/236 [00:35<00:45,  2.95it/s]

 44%|████▍     | 104/236 [00:36<00:47,  2.79it/s]

 44%|████▍     | 105/236 [00:36<00:43,  2.98it/s]

 45%|████▍     | 106/236 [00:36<00:43,  2.96it/s]

 45%|████▌     | 107/236 [00:37<00:43,  2.94it/s]

 46%|████▌     | 108/236 [00:37<00:48,  2.66it/s]

 46%|████▌     | 109/236 [00:38<00:48,  2.59it/s]

 47%|████▋     | 110/236 [00:38<00:44,  2.82it/s]

 47%|████▋     | 111/236 [00:38<00:41,  3.00it/s]

 47%|████▋     | 112/236 [00:39<00:42,  2.93it/s]

 48%|████▊     | 113/236 [00:39<00:42,  2.92it/s]

 48%|████▊     | 114/236 [00:39<00:42,  2.86it/s]

 49%|████▊     | 115/236 [00:40<00:40,  2.98it/s]

 49%|████▉     | 116/236 [00:40<00:39,  3.02it/s]

 50%|████▉     | 117/236 [00:40<00:40,  2.91it/s]

 50%|█████     | 118/236 [00:41<00:39,  2.99it/s]

 50%|█████     | 119/236 [00:41<00:38,  3.03it/s]

 51%|█████     | 120/236 [00:41<00:37,  3.11it/s]

 51%|█████▏    | 121/236 [00:42<00:38,  3.00it/s]

 52%|█████▏    | 122/236 [00:42<00:40,  2.85it/s]

 52%|█████▏    | 123/236 [00:42<00:38,  2.96it/s]

 53%|█████▎    | 124/236 [00:43<00:38,  2.94it/s]

 53%|█████▎    | 125/236 [00:43<00:37,  2.98it/s]

 53%|█████▎    | 126/236 [00:43<00:35,  3.07it/s]

 54%|█████▍    | 127/236 [00:44<00:37,  2.93it/s]

 54%|█████▍    | 128/236 [00:44<00:38,  2.84it/s]

 55%|█████▍    | 129/236 [00:44<00:34,  3.07it/s]

 55%|█████▌    | 130/236 [00:45<00:33,  3.19it/s]

 56%|█████▌    | 131/236 [00:45<00:34,  3.08it/s]

 56%|█████▌    | 132/236 [00:45<00:32,  3.22it/s]

 56%|█████▋    | 133/236 [00:46<00:35,  2.94it/s]

 57%|█████▋    | 134/236 [00:46<00:35,  2.90it/s]

 57%|█████▋    | 135/236 [00:46<00:33,  3.00it/s]

 58%|█████▊    | 136/236 [00:47<00:35,  2.83it/s]

 58%|█████▊    | 137/236 [00:47<00:35,  2.82it/s]

 58%|█████▊    | 138/236 [00:47<00:35,  2.75it/s]

 59%|█████▉    | 139/236 [00:48<00:33,  2.94it/s]

 59%|█████▉    | 140/236 [00:48<00:31,  3.06it/s]

 60%|█████▉    | 141/236 [00:48<00:32,  2.93it/s]

 60%|██████    | 142/236 [00:49<00:33,  2.83it/s]

 61%|██████    | 143/236 [00:49<00:35,  2.61it/s]

 61%|██████    | 144/236 [00:50<00:34,  2.70it/s]

 61%|██████▏   | 145/236 [00:50<00:34,  2.64it/s]

 62%|██████▏   | 146/236 [00:50<00:32,  2.73it/s]

 62%|██████▏   | 147/236 [00:51<00:32,  2.72it/s]

 63%|██████▎   | 148/236 [00:51<00:31,  2.76it/s]

 63%|██████▎   | 149/236 [00:51<00:30,  2.87it/s]

 64%|██████▎   | 150/236 [00:52<00:28,  3.05it/s]

 64%|██████▍   | 151/236 [00:52<00:29,  2.93it/s]

 64%|██████▍   | 152/236 [00:52<00:27,  3.02it/s]

 65%|██████▍   | 153/236 [00:53<00:27,  2.97it/s]

 65%|██████▌   | 154/236 [00:53<00:27,  2.93it/s]

 66%|██████▌   | 155/236 [00:53<00:27,  2.94it/s]

 66%|██████▌   | 156/236 [00:54<00:30,  2.66it/s]

 67%|██████▋   | 157/236 [00:54<00:31,  2.51it/s]

 67%|██████▋   | 158/236 [00:55<00:30,  2.55it/s]

 67%|██████▋   | 159/236 [00:55<00:27,  2.80it/s]

 68%|██████▊   | 160/236 [00:55<00:27,  2.80it/s]

 68%|██████▊   | 161/236 [00:56<00:26,  2.83it/s]

 69%|██████▊   | 162/236 [00:56<00:24,  3.02it/s]

 69%|██████▉   | 163/236 [00:56<00:23,  3.06it/s]

 69%|██████▉   | 164/236 [00:56<00:21,  3.28it/s]

 70%|██████▉   | 165/236 [00:57<00:21,  3.38it/s]

 70%|███████   | 166/236 [00:57<00:21,  3.31it/s]

 71%|███████   | 167/236 [00:57<00:22,  3.13it/s]

 71%|███████   | 168/236 [00:58<00:22,  3.06it/s]

 72%|███████▏  | 169/236 [00:58<00:22,  3.02it/s]

 72%|███████▏  | 170/236 [00:59<00:24,  2.64it/s]

 72%|███████▏  | 171/236 [00:59<00:22,  2.89it/s]

 73%|███████▎  | 172/236 [00:59<00:21,  2.95it/s]

 73%|███████▎  | 173/236 [01:00<00:22,  2.77it/s]

 74%|███████▎  | 174/236 [01:00<00:23,  2.59it/s]

 74%|███████▍  | 175/236 [01:00<00:22,  2.67it/s]

 75%|███████▍  | 176/236 [01:01<00:22,  2.70it/s]

 75%|███████▌  | 177/236 [01:01<00:19,  2.98it/s]

 75%|███████▌  | 178/236 [01:01<00:19,  2.92it/s]

 76%|███████▌  | 179/236 [01:02<00:20,  2.84it/s]

 76%|███████▋  | 180/236 [01:02<00:19,  2.92it/s]

 77%|███████▋  | 181/236 [01:02<00:20,  2.75it/s]

 77%|███████▋  | 182/236 [01:03<00:19,  2.71it/s]

 78%|███████▊  | 183/236 [01:03<00:18,  2.92it/s]

 78%|███████▊  | 184/236 [01:03<00:18,  2.85it/s]

 78%|███████▊  | 185/236 [01:04<00:17,  2.87it/s]

 79%|███████▉  | 186/236 [01:04<00:18,  2.75it/s]

 79%|███████▉  | 187/236 [01:05<00:17,  2.83it/s]

 80%|███████▉  | 188/236 [01:05<00:16,  2.83it/s]

 80%|████████  | 189/236 [01:05<00:16,  2.87it/s]

 81%|████████  | 190/236 [01:06<00:17,  2.61it/s]

 81%|████████  | 191/236 [01:06<00:16,  2.69it/s]

 81%|████████▏ | 192/236 [01:06<00:14,  2.98it/s]

 82%|████████▏ | 193/236 [01:07<00:15,  2.84it/s]

 82%|████████▏ | 194/236 [01:07<00:15,  2.64it/s]

 83%|████████▎ | 195/236 [01:07<00:13,  3.11it/s]

 83%|████████▎ | 196/236 [01:08<00:12,  3.20it/s]

 83%|████████▎ | 197/236 [01:08<00:12,  3.24it/s]

 84%|████████▍ | 198/236 [01:08<00:12,  2.97it/s]

 84%|████████▍ | 199/236 [01:09<00:12,  2.87it/s]

 85%|████████▍ | 200/236 [01:09<00:12,  2.86it/s]

 85%|████████▌ | 201/236 [01:09<00:13,  2.66it/s]

 86%|████████▌ | 202/236 [01:10<00:13,  2.60it/s]

 86%|████████▌ | 203/236 [01:10<00:11,  2.89it/s]

 86%|████████▋ | 204/236 [01:10<00:10,  2.96it/s]

 87%|████████▋ | 205/236 [01:11<00:10,  2.90it/s]

 87%|████████▋ | 206/236 [01:11<00:09,  3.07it/s]

 88%|████████▊ | 207/236 [01:11<00:08,  3.35it/s]

 88%|████████▊ | 208/236 [01:12<00:08,  3.13it/s]

 89%|████████▊ | 209/236 [01:12<00:09,  2.93it/s]

 89%|████████▉ | 210/236 [01:12<00:09,  2.73it/s]

 89%|████████▉ | 211/236 [01:13<00:09,  2.56it/s]

 90%|████████▉ | 212/236 [01:13<00:08,  2.69it/s]

 90%|█████████ | 213/236 [01:14<00:07,  2.90it/s]

 91%|█████████ | 214/236 [01:14<00:07,  2.93it/s]

 91%|█████████ | 215/236 [01:14<00:07,  2.86it/s]

 92%|█████████▏| 216/236 [01:15<00:06,  3.04it/s]

 92%|█████████▏| 217/236 [01:15<00:06,  2.76it/s]

 92%|█████████▏| 218/236 [01:15<00:05,  3.07it/s]

 93%|█████████▎| 219/236 [01:15<00:05,  3.21it/s]

 93%|█████████▎| 220/236 [01:16<00:05,  2.96it/s]

 94%|█████████▎| 221/236 [01:16<00:05,  2.95it/s]

 94%|█████████▍| 222/236 [01:17<00:05,  2.73it/s]

 94%|█████████▍| 223/236 [01:17<00:04,  2.75it/s]

 95%|█████████▍| 224/236 [01:17<00:04,  2.56it/s]

 95%|█████████▌| 225/236 [01:18<00:04,  2.67it/s]

 96%|█████████▌| 226/236 [01:18<00:03,  2.65it/s]

 96%|█████████▌| 227/236 [01:18<00:03,  2.80it/s]

 97%|█████████▋| 228/236 [01:19<00:02,  2.86it/s]

 97%|█████████▋| 229/236 [01:19<00:02,  2.77it/s]

 97%|█████████▋| 230/236 [01:20<00:02,  2.91it/s]

 98%|█████████▊| 231/236 [01:20<00:01,  2.85it/s]

 98%|█████████▊| 232/236 [01:20<00:01,  2.83it/s]

 99%|█████████▊| 233/236 [01:21<00:01,  2.95it/s]

 99%|█████████▉| 234/236 [01:21<00:00,  3.21it/s]

100%|█████████▉| 235/236 [01:21<00:00,  3.02it/s]
                                                      

                                                 

 20%|██        | 2000/10000 [38:13<2:35:20,  1.17s/it]

100%|██████████| 236/236 [01:23<00:00,  3.02it/s]

                                                 Saving model checkpoint to experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-2000
Configuration saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-2000/config.json
Model weights saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-2000/pytorch_model.bin
Feature extractor saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-2000/preprocessor_config.json
Deleting older checkpoint [experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-1000] due to args.save_total_limit

 20%|██        | 2001/10000 [38:23<63:40:07, 28.65s/it]
 20%|██        | 2002/10000 [38:24<45:14:39, 20.37s/it]
 20%|██        | 2003/10000 [38:25<32:20:11, 14.56s/it]
 20%|██        | 2004/10000 [38:26<23:16:37, 10.48s/it]
 20%|██        | 2005/10000 [38:27<16:55:01,  7.62s/it]
 20%|██        | 2006/10000 [38:28<12:26:52,  5.61s/it]
 20%|██        | 2007/10000 [38:29<9:18:29,  4.19s/it] 
 20%|██        | 2008/10000 [38:29<7:06:01,  3.20s/it]
 20%|██        | 2009/10000 [38:30<5:32:46,  2.50s/it]
 20%|██        | 2010/10000 [38:31<4:25:46,  2.00s/it]
 20%|██        | 2011/10000 [38:32<3:37:57,  1.64s/it]
 20%|██        | 2012/10000 [38:33<3:03:30,  1.38s/it]
 20%|██        | 2013/10000 [38:33<2:38:49,  1.19s/it]
 20%|██        | 2014/10000 [38:34<2:20:55,  1.06s/it]
 20%|██        | 2015/10000 [38:35<2:07:47,  1.04it/s]
 20%|██        | 2016/10000 [38:36<1:57:22,  1.13it/s]
 20%|██        | 2017/10000 [38:36<1:49:00,  1.22it/s]
 20%|██        | 2018/10000 [38:37<1:42:30,  1.30it/s]
 20%|██        | 2019/10000 [38:38<1:37:17,  1.37it/s]
 20%|██        | 2020/10000 [38:38<1:33:05,  1.43it/s]
 20%|██        | 2021/10000 [38:39<1:29:59,  1.48it/s]
 20%|██        | 2022/10000 [38:39<1:26:02,  1.55it/s]
 20%|██        | 2023/10000 [38:40<1:21:39,  1.63it/s]
 20%|██        | 2024/10000 [38:40<1:17:25,  1.72it/s]
 20%|██        | 2025/10000 [38:41<1:13:34,  1.81it/s]
 20%|██        | 2026/10000 [38:41<1:10:10,  1.89it/s]
 20%|██        | 2027/10000 [38:42<1:05:57,  2.01it/s]
 20%|██        | 2028/10000 [38:42<1:01:50,  2.15it/s]
 20%|██        | 2029/10000 [38:43<57:55,  2.29it/s]  
 20%|██        | 2030/10000 [38:43<54:18,  2.45it/s]
 20%|██        | 2031/10000 [38:43<49:59,  2.66it/s]
 20%|██        | 2032/10000 [38:44<46:12,  2.87it/s]
 20%|██        | 2033/10000 [38:44<43:16,  3.07it/s]
 20%|██        | 2034/10000 [38:44<41:00,  3.24it/s]
 20%|██        | 2035/10000 [38:46<1:50:46,  1.20it/s]
 20%|██        | 2036/10000 [38:48<2:31:52,  1.14s/it]
 20%|██        | 2037/10000 [38:50<2:55:47,  1.32s/it]
 20%|██        | 2038/10000 [38:51<3:07:19,  1.41s/it]
 20%|██        | 2039/10000 [38:53<3:12:35,  1.45s/it]
 20%|██        | 2040/10000 [38:54<3:14:07,  1.46s/it]
 20%|██        | 2041/10000 [38:56<3:13:24,  1.46s/it]
 20%|██        | 2042/10000 [38:57<3:11:08,  1.44s/it]
 20%|██        | 2043/10000 [38:59<3:07:26,  1.41s/it]
 20%|██        | 2044/10000 [39:00<3:03:02,  1.38s/it]
 20%|██        | 2045/10000 [39:01<2:58:21,  1.35s/it]
 20%|██        | 2046/10000 [39:02<2:53:29,  1.31s/it]
 20%|██        | 2047/10000 [39:04<2:48:15,  1.27s/it]
 20%|██        | 2048/10000 [39:05<2:42:55,  1.23s/it]
 20%|██        | 2049/10000 [39:06<2:38:00,  1.19s/it]
 20%|██        | 2050/10000 [39:07<2:33:16,  1.16s/it]
 21%|██        | 2051/10000 [39:08<2:27:48,  1.12s/it]
 21%|██        | 2052/10000 [39:09<2:23:28,  1.08s/it]
 21%|██        | 2053/10000 [39:10<2:19:20,  1.05s/it]
 21%|██        | 2054/10000 [39:11<2:15:32,  1.02s/it]
 21%|██        | 2055/10000 [39:12<2:11:39,  1.01it/s]
 21%|██        | 2056/10000 [39:13<2:08:07,  1.03it/s]
 21%|██        | 2057/10000 [39:14<2:05:13,  1.06it/s]
 21%|██        | 2058/10000 [39:14<2:02:26,  1.08it/s]
 21%|██        | 2059/10000 [39:15<1:59:53,  1.10it/s]
 21%|██        | 2060/10000 [39:16<1:56:48,  1.13it/s]
 21%|██        | 2061/10000 [39:17<1:54:08,  1.16it/s]
 21%|██        | 2062/10000 [39:18<1:51:19,  1.19it/s]
 21%|██        | 2063/10000 [39:18<1:48:42,  1.22it/s]
 21%|██        | 2064/10000 [39:19<1:45:41,  1.25it/s]
 21%|██        | 2065/10000 [39:20<1:42:30,  1.29it/s]
 21%|██        | 2066/10000 [39:21<1:39:19,  1.33it/s]
 21%|██        | 2067/10000 [39:21<1:36:07,  1.38it/s]
 21%|██        | 2068/10000 [39:22<1:32:48,  1.42it/s]
 21%|██        | 2069/10000 [39:23<1:29:37,  1.47it/s]
 21%|██        | 2070/10000 [39:23<1:26:01,  1.54it/s]
 21%|██        | 2071/10000 [39:24<1:22:49,  1.60it/s]
 21%|██        | 2072/10000 [39:24<1:19:32,  1.66it/s]
 21%|██        | 2073/10000 [39:25<1:16:09,  1.73it/s]
 21%|██        | 2074/10000 [39:25<1:12:51,  1.81it/s]
 21%|██        | 2075/10000 [39:26<1:09:55,  1.89it/s]
 21%|██        | 2076/10000 [39:26<1:06:10,  2.00it/s]
 21%|██        | 2077/10000 [39:27<1:02:16,  2.12it/s]
 21%|██        | 2078/10000 [39:27<58:04,  2.27it/s]  
 21%|██        | 2079/10000 [39:27<53:23,  2.47it/s]
 21%|██        | 2080/10000 [39:28<49:34,  2.66it/s]
 21%|██        | 2081/10000 [39:28<46:20,  2.85it/s]
 21%|██        | 2082/10000 [39:28<43:31,  3.03it/s]
 21%|██        | 2083/10000 [39:28<41:44,  3.16it/s]
 21%|██        | 2084/10000 [39:29<40:00,  3.30it/s]
 21%|██        | 2085/10000 [39:31<1:50:14,  1.20it/s]
 21%|██        | 2086/10000 [39:33<2:33:38,  1.16s/it]
 21%|██        | 2087/10000 [39:35<2:58:36,  1.35s/it]
 21%|██        | 2088/10000 [39:36<3:12:32,  1.46s/it]
 21%|██        | 2089/10000 [39:38<3:18:08,  1.50s/it]
 21%|██        | 2090/10000 [39:39<3:19:52,  1.52s/it]
 21%|██        | 2091/10000 [39:41<3:19:45,  1.52s/it]
 21%|██        | 2092/10000 [39:42<3:17:44,  1.50s/it]
 21%|██        | 2093/10000 [39:44<3:14:16,  1.47s/it]
 21%|██        | 2094/10000 [39:45<3:09:34,  1.44s/it]
 21%|██        | 2095/10000 [39:46<3:04:24,  1.40s/it]
 21%|██        | 2096/10000 [39:48<2:59:01,  1.36s/it]
 21%|██        | 2097/10000 [39:49<2:53:27,  1.32s/it]
 21%|██        | 2098/10000 [39:50<2:48:45,  1.28s/it]
 21%|██        | 2099/10000 [39:51<2:45:00,  1.25s/it]
 21%|██        | 2100/10000 [39:52<2:40:10,  1.22s/it]
 21%|██        | 2101/10000 [39:54<2:35:20,  1.18s/it]
 21%|██        | 2102/10000 [39:55<2:31:26,  1.15s/it]
 21%|██        | 2103/10000 [39:56<2:26:53,  1.12s/it]
 21%|██        | 2104/10000 [39:57<2:22:14,  1.08s/it]
 21%|██        | 2105/10000 [39:58<2:17:43,  1.05s/it]
 21%|██        | 2106/10000 [39:59<2:13:24,  1.01s/it]
 21%|██        | 2107/10000 [40:00<2:10:25,  1.01it/s]
 21%|██        | 2108/10000 [40:00<2:07:00,  1.04it/s]
 21%|██        | 2109/10000 [40:01<2:03:42,  1.06it/s]
 21%|██        | 2110/10000 [40:02<1:59:36,  1.10it/s]
 21%|██        | 2111/10000 [40:03<1:56:41,  1.13it/s]
 21%|██        | 2112/10000 [40:04<1:53:41,  1.16it/s]
 21%|██        | 2113/10000 [40:05<1:50:46,  1.19it/s]
 21%|██        | 2114/10000 [40:05<1:48:17,  1.21it/s]
 21%|██        | 2115/10000 [40:06<1:45:41,  1.24it/s]
 21%|██        | 2116/10000 [40:07<1:43:19,  1.27it/s]
 21%|██        | 2117/10000 [40:08<1:40:36,  1.31it/s]
 21%|██        | 2118/10000 [40:08<1:37:51,  1.34it/s]
 21%|██        | 2119/10000 [40:09<1:35:31,  1.38it/s]
 21%|██        | 2120/10000 [40:10<1:32:46,  1.42it/s]
 21%|██        | 2121/10000 [40:10<1:29:38,  1.47it/s]
 21%|██        | 2122/10000 [40:11<1:27:39,  1.50it/s]
 21%|██        | 2123/10000 [40:11<1:24:18,  1.56it/s]
 21%|██        | 2124/10000 [40:12<1:20:49,  1.62it/s]
 21%|██▏       | 2125/10000 [40:13<1:16:43,  1.71it/s]
 21%|██▏       | 2126/10000 [40:13<1:12:42,  1.80it/s]
 21%|██▏       | 2127/10000 [40:13<1:08:18,  1.92it/s]
 21%|██▏       | 2128/10000 [40:14<1:03:48,  2.06it/s]
 21%|██▏       | 2129/10000 [40:14<59:24,  2.21it/s]  
 21%|██▏       | 2130/10000 [40:15<54:23,  2.41it/s]
 21%|██▏       | 2131/10000 [40:15<49:45,  2.64it/s]
 21%|██▏       | 2132/10000 [40:15<45:48,  2.86it/s]
 21%|██▏       | 2133/10000 [40:15<42:59,  3.05it/s]
 21%|██▏       | 2134/10000 [40:16<40:56,  3.20it/s]
 21%|██▏       | 2135/10000 [40:18<1:48:49,  1.20it/s]
 21%|██▏       | 2136/10000 [40:20<2:27:34,  1.13s/it]
 21%|██▏       | 2137/10000 [40:21<2:49:36,  1.29s/it]
 21%|██▏       | 2138/10000 [40:23<3:00:59,  1.38s/it]
 21%|██▏       | 2139/10000 [40:24<3:07:14,  1.43s/it]
 21%|██▏       | 2140/10000 [40:26<3:09:25,  1.45s/it]
 21%|██▏       | 2141/10000 [40:27<3:08:59,  1.44s/it]
 21%|██▏       | 2142/10000 [40:29<3:06:13,  1.42s/it]
 21%|██▏       | 2143/10000 [40:30<3:02:50,  1.40s/it]
 21%|██▏       | 2144/10000 [40:31<2:58:40,  1.36s/it]
 21%|██▏       | 2145/10000 [40:33<2:54:44,  1.33s/it]
 21%|██▏       | 2146/10000 [40:34<2:50:34,  1.30s/it]
 21%|██▏       | 2147/10000 [40:35<2:46:53,  1.28s/it]
 21%|██▏       | 2148/10000 [40:36<2:42:26,  1.24s/it]
 21%|██▏       | 2149/10000 [40:37<2:37:25,  1.20s/it]
 22%|██▏       | 2150/10000 [40:38<2:33:13,  1.17s/it]
 22%|██▏       | 2151/10000 [40:39<2:29:26,  1.14s/it]
 22%|██▏       | 2152/10000 [40:40<2:25:04,  1.11s/it]
 22%|██▏       | 2153/10000 [40:41<2:20:54,  1.08s/it]
 22%|██▏       | 2154/10000 [40:42<2:17:08,  1.05s/it]
 22%|██▏       | 2155/10000 [40:43<2:13:22,  1.02s/it]
 22%|██▏       | 2156/10000 [40:44<2:09:46,  1.01it/s]
 22%|██▏       | 2157/10000 [40:45<2:05:59,  1.04it/s]
 22%|██▏       | 2158/10000 [40:46<2:02:52,  1.06it/s]
 22%|██▏       | 2159/10000 [40:47<1:59:25,  1.09it/s]
 22%|██▏       | 2160/10000 [40:48<1:56:14,  1.12it/s]
 22%|██▏       | 2161/10000 [40:49<1:53:05,  1.16it/s]
 22%|██▏       | 2162/10000 [40:49<1:50:20,  1.18it/s]
 22%|██▏       | 2163/10000 [40:50<1:47:40,  1.21it/s]
 22%|██▏       | 2164/10000 [40:51<1:45:07,  1.24it/s]
 22%|██▏       | 2165/10000 [40:52<1:42:34,  1.27it/s]
 22%|██▏       | 2166/10000 [40:52<1:39:41,  1.31it/s]
 22%|██▏       | 2167/10000 [40:53<1:36:43,  1.35it/s]
 22%|██▏       | 2168/10000 [40:54<1:33:45,  1.39it/s]
 22%|██▏       | 2169/10000 [40:54<1:30:43,  1.44it/s]
 22%|██▏       | 2170/10000 [40:55<1:27:51,  1.49it/s]
 22%|██▏       | 2171/10000 [40:56<1:24:04,  1.55it/s]
 22%|██▏       | 2172/10000 [40:56<1:20:46,  1.62it/s]
 22%|██▏       | 2173/10000 [40:57<1:17:11,  1.69it/s]
 22%|██▏       | 2174/10000 [40:57<1:13:24,  1.78it/s]
 22%|██▏       | 2175/10000 [40:58<1:10:12,  1.86it/s]
 22%|██▏       | 2176/10000 [40:58<1:06:17,  1.97it/s]
 22%|██▏       | 2177/10000 [40:58<1:01:58,  2.10it/s]
 22%|██▏       | 2178/10000 [40:59<57:41,  2.26it/s]  
 22%|██▏       | 2179/10000 [40:59<54:10,  2.41it/s]
 22%|██▏       | 2180/10000 [41:00<49:58,  2.61it/s]
 22%|██▏       | 2181/10000 [41:00<46:16,  2.82it/s]
 22%|██▏       | 2182/10000 [41:00<43:17,  3.01it/s]
 22%|██▏       | 2183/10000 [41:00<41:03,  3.17it/s]
 22%|██▏       | 2184/10000 [41:01<39:27,  3.30it/s]
 22%|██▏       | 2185/10000 [41:03<1:48:18,  1.20it/s]
 22%|██▏       | 2186/10000 [41:05<2:30:03,  1.15s/it]
 22%|██▏       | 2187/10000 [41:06<2:54:26,  1.34s/it]
 22%|██▏       | 2188/10000 [41:08<3:07:04,  1.44s/it]
 22%|██▏       | 2189/10000 [41:10<3:13:18,  1.48s/it]
 22%|██▏       | 2190/10000 [41:11<3:15:00,  1.50s/it]
 22%|██▏       | 2191/10000 [41:13<3:13:50,  1.49s/it]
 22%|██▏       | 2192/10000 [41:14<3:11:02,  1.47s/it]
 22%|██▏       | 2193/10000 [41:15<3:07:11,  1.44s/it]
 22%|██▏       | 2194/10000 [41:17<3:02:59,  1.41s/it]
 22%|██▏       | 2195/10000 [41:18<2:59:14,  1.38s/it]
 22%|██▏       | 2196/10000 [41:19<2:55:37,  1.35s/it]
 22%|██▏       | 2197/10000 [41:21<2:51:36,  1.32s/it]
 22%|██▏       | 2198/10000 [41:22<2:47:28,  1.29s/it]
 22%|██▏       | 2199/10000 [41:23<2:43:34,  1.26s/it]
 22%|██▏       | 2200/10000 [41:24<2:38:13,  1.22s/it]
 22%|██▏       | 2201/10000 [41:25<2:33:39,  1.18s/it]
 22%|██▏       | 2202/10000 [41:26<2:29:20,  1.15s/it]
 22%|██▏       | 2203/10000 [41:27<2:25:16,  1.12s/it]
 22%|██▏       | 2204/10000 [41:28<2:21:11,  1.09s/it]
 22%|██▏       | 2205/10000 [41:29<2:16:45,  1.05s/it]
 22%|██▏       | 2206/10000 [41:30<2:12:31,  1.02s/it]
 22%|██▏       | 2207/10000 [41:31<2:08:51,  1.01it/s]
 22%|██▏       | 2208/10000 [41:32<2:05:18,  1.04it/s]
 22%|██▏       | 2209/10000 [41:33<2:01:47,  1.07it/s]
 22%|██▏       | 2210/10000 [41:34<1:57:36,  1.10it/s]
 22%|██▏       | 2211/10000 [41:35<1:53:52,  1.14it/s]
 22%|██▏       | 2212/10000 [41:35<1:50:12,  1.18it/s]
 22%|██▏       | 2213/10000 [41:36<1:46:58,  1.21it/s]
 22%|██▏       | 2214/10000 [41:37<1:44:09,  1.25it/s]
 22%|██▏       | 2215/10000 [41:38<1:41:33,  1.28it/s]
 22%|██▏       | 2216/10000 [41:38<1:38:48,  1.31it/s]
 22%|██▏       | 2217/10000 [41:39<1:36:10,  1.35it/s]
 22%|██▏       | 2218/10000 [41:40<1:33:48,  1.38it/s]
 22%|██▏       | 2219/10000 [41:40<1:30:57,  1.43it/s]
 22%|██▏       | 2220/10000 [41:41<1:28:15,  1.47it/s]
 22%|██▏       | 2221/10000 [41:42<1:26:06,  1.51it/s]
 22%|██▏       | 2222/10000 [41:42<1:22:26,  1.57it/s]
 22%|██▏       | 2223/10000 [41:43<1:18:45,  1.65it/s]
 22%|██▏       | 2224/10000 [41:43<1:14:46,  1.73it/s]
 22%|██▏       | 2225/10000 [41:44<1:11:12,  1.82it/s]
 22%|██▏       | 2226/10000 [41:44<1:06:51,  1.94it/s]
 22%|██▏       | 2227/10000 [41:45<1:02:41,  2.07it/s]
 22%|██▏       | 2228/10000 [41:45<58:38,  2.21it/s]  
 22%|██▏       | 2229/10000 [41:45<54:28,  2.38it/s]
 22%|██▏       | 2230/10000 [41:46<50:12,  2.58it/s]
 22%|██▏       | 2231/10000 [41:46<46:49,  2.77it/s]
 22%|██▏       | 2232/10000 [41:46<43:40,  2.96it/s]
 22%|██▏       | 2233/10000 [41:47<41:19,  3.13it/s]
 22%|██▏       | 2234/10000 [41:47<39:19,  3.29it/s]
 22%|██▏       | 2235/10000 [41:49<1:45:59,  1.22it/s]
 22%|██▏       | 2236/10000 [41:51<2:25:23,  1.12s/it]
 22%|██▏       | 2237/10000 [41:52<2:49:40,  1.31s/it]
 22%|██▏       | 2238/10000 [41:54<3:02:08,  1.41s/it]
 22%|██▏       | 2239/10000 [41:56<3:08:23,  1.46s/it]
 22%|██▏       | 2240/10000 [41:57<3:09:45,  1.47s/it]
 22%|██▏       | 2241/10000 [41:59<3:08:41,  1.46s/it]
 22%|██▏       | 2242/10000 [42:00<3:05:44,  1.44s/it]
 22%|██▏       | 2243/10000 [42:01<3:02:50,  1.41s/it]
 22%|██▏       | 2244/10000 [42:03<2:58:10,  1.38s/it]
 22%|██▏       | 2245/10000 [42:04<2:54:17,  1.35s/it]
 22%|██▏       | 2246/10000 [42:05<2:50:02,  1.32s/it]
 22%|██▏       | 2247/10000 [42:06<2:46:50,  1.29s/it]
 22%|██▏       | 2248/10000 [42:07<2:43:07,  1.26s/it]
 22%|██▏       | 2249/10000 [42:09<2:39:01,  1.23s/it]
 22%|██▎       | 2250/10000 [42:10<2:34:40,  1.20s/it]
 23%|██▎       | 2251/10000 [42:11<2:31:12,  1.17s/it]
 23%|██▎       | 2252/10000 [42:12<2:27:18,  1.14s/it]
 23%|██▎       | 2253/10000 [42:13<2:23:02,  1.11s/it]
 23%|██▎       | 2254/10000 [42:14<2:18:44,  1.07s/it]
 23%|██▎       | 2255/10000 [42:15<2:14:35,  1.04s/it]
 23%|██▎       | 2256/10000 [42:16<2:10:53,  1.01s/it]
 23%|██▎       | 2257/10000 [42:17<2:07:04,  1.02it/s]
 23%|██▎       | 2258/10000 [42:18<2:03:08,  1.05it/s]
 23%|██▎       | 2259/10000 [42:19<1:58:42,  1.09it/s]
 23%|██▎       | 2260/10000 [42:19<1:55:04,  1.12it/s]
 23%|██▎       | 2261/10000 [42:20<1:51:51,  1.15it/s]
 23%|██▎       | 2262/10000 [42:21<1:49:04,  1.18it/s]
 23%|██▎       | 2263/10000 [42:22<1:46:34,  1.21it/s]
 23%|██▎       | 2264/10000 [42:23<1:43:59,  1.24it/s]
 23%|██▎       | 2265/10000 [42:23<1:41:43,  1.27it/s]
 23%|██▎       | 2266/10000 [42:24<1:39:06,  1.30it/s]
 23%|██▎       | 2267/10000 [42:25<1:36:44,  1.33it/s]
 23%|██▎       | 2268/10000 [42:25<1:34:09,  1.37it/s]
 23%|██▎       | 2269/10000 [42:26<1:31:33,  1.41it/s]
 23%|██▎       | 2270/10000 [42:27<1:28:38,  1.45it/s]
 23%|██▎       | 2271/10000 [42:27<1:26:31,  1.49it/s]
 23%|██▎       | 2272/10000 [42:28<1:22:45,  1.56it/s]
 23%|██▎       | 2273/10000 [42:28<1:18:51,  1.63it/s]
 23%|██▎       | 2274/10000 [42:29<1:14:38,  1.73it/s]
 23%|██▎       | 2275/10000 [42:29<1:10:53,  1.82it/s]
 23%|██▎       | 2276/10000 [42:30<1:06:43,  1.93it/s]
 23%|██▎       | 2277/10000 [42:30<1:02:28,  2.06it/s]
 23%|██▎       | 2278/10000 [42:31<58:02,  2.22it/s]  
 23%|██▎       | 2279/10000 [42:31<53:59,  2.38it/s]
 23%|██▎       | 2280/10000 [42:31<49:29,  2.60it/s]
 23%|██▎       | 2281/10000 [42:32<45:42,  2.81it/s]
 23%|██▎       | 2282/10000 [42:32<42:50,  3.00it/s]
 23%|██▎       | 2283/10000 [42:32<40:40,  3.16it/s]
 23%|██▎       | 2284/10000 [42:32<38:59,  3.30it/s]
 23%|██▎       | 2285/10000 [42:34<1:47:07,  1.20it/s]
 23%|██▎       | 2286/10000 [42:36<2:27:51,  1.15s/it]
 23%|██▎       | 2287/10000 [42:38<2:52:53,  1.34s/it]
 23%|██▎       | 2288/10000 [42:40<3:04:47,  1.44s/it]
 23%|██▎       | 2289/10000 [42:41<3:10:58,  1.49s/it]
 23%|██▎       | 2290/10000 [42:43<3:13:04,  1.50s/it]
 23%|██▎       | 2291/10000 [42:44<3:11:42,  1.49s/it]
 23%|██▎       | 2292/10000 [42:46<3:08:21,  1.47s/it]
 23%|██▎       | 2293/10000 [42:47<3:04:15,  1.43s/it]
 23%|██▎       | 2294/10000 [42:49<2:59:55,  1.40s/it]
 23%|██▎       | 2295/10000 [42:50<2:56:16,  1.37s/it]
 23%|██▎       | 2296/10000 [42:51<2:51:23,  1.33s/it]
 23%|██▎       | 2297/10000 [42:52<2:46:56,  1.30s/it]
 23%|██▎       | 2298/10000 [42:53<2:42:46,  1.27s/it]
 23%|██▎       | 2299/10000 [42:55<2:39:32,  1.24s/it]
 23%|██▎       | 2300/10000 [42:56<2:34:09,  1.20s/it]
 23%|██▎       | 2301/10000 [42:57<2:29:35,  1.17s/it]
 23%|██▎       | 2302/10000 [42:58<2:25:53,  1.14s/it]
 23%|██▎       | 2303/10000 [42:59<2:21:49,  1.11s/it]
 23%|██▎       | 2304/10000 [43:00<2:17:50,  1.07s/it]
 23%|██▎       | 2305/10000 [43:01<2:13:24,  1.04s/it]
 23%|██▎       | 2306/10000 [43:02<2:09:39,  1.01s/it]
 23%|██▎       | 2307/10000 [43:03<2:06:24,  1.01it/s]
 23%|██▎       | 2308/10000 [43:04<2:03:39,  1.04it/s]
 23%|██▎       | 2309/10000 [43:05<2:00:59,  1.06it/s]
 23%|██▎       | 2310/10000 [43:05<1:56:55,  1.10it/s]
 23%|██▎       | 2311/10000 [43:06<1:53:55,  1.12it/s]
 23%|██▎       | 2312/10000 [43:07<1:50:46,  1.16it/s]
 23%|██▎       | 2313/10000 [43:08<1:47:35,  1.19it/s]
 23%|██▎       | 2314/10000 [43:09<1:44:49,  1.22it/s]
 23%|██▎       | 2315/10000 [43:09<1:42:26,  1.25it/s]
 23%|██▎       | 2316/10000 [43:10<1:40:07,  1.28it/s]
 23%|██▎       | 2317/10000 [43:11<1:37:07,  1.32it/s]
 23%|██▎       | 2318/10000 [43:12<1:34:15,  1.36it/s]
 23%|██▎       | 2319/10000 [43:12<1:31:38,  1.40it/s]
 23%|██▎       | 2320/10000 [43:13<1:28:50,  1.44it/s]
 23%|██▎       | 2321/10000 [43:13<1:25:50,  1.49it/s]
 23%|██▎       | 2322/10000 [43:14<1:21:33,  1.57it/s]
 23%|██▎       | 2323/10000 [43:15<1:17:59,  1.64it/s]
 23%|██▎       | 2324/10000 [43:15<1:14:15,  1.72it/s]
 23%|██▎       | 2325/10000 [43:16<1:11:08,  1.80it/s]
 23%|██▎       | 2326/10000 [43:16<1:08:07,  1.88it/s]
 23%|██▎       | 2327/10000 [43:16<1:04:44,  1.98it/s]
 23%|██▎       | 2328/10000 [43:17<1:01:00,  2.10it/s]
 23%|██▎       | 2329/10000 [43:17<57:18,  2.23it/s]  
 23%|██▎       | 2330/10000 [43:18<53:30,  2.39it/s]
 23%|██▎       | 2331/10000 [43:18<49:30,  2.58it/s]
 23%|██▎       | 2332/10000 [43:18<45:38,  2.80it/s]
 23%|██▎       | 2333/10000 [43:18<42:22,  3.02it/s]
 23%|██▎       | 2334/10000 [43:19<39:57,  3.20it/s]
 23%|██▎       | 2335/10000 [43:21<1:41:39,  1.26it/s]
 23%|██▎       | 2336/10000 [43:22<2:11:26,  1.03s/it]
 23%|██▎       | 2337/10000 [43:24<2:26:51,  1.15s/it]
 23%|██▎       | 2338/10000 [43:25<2:33:51,  1.20s/it]
 23%|██▎       | 2339/10000 [43:26<2:34:33,  1.21s/it]
 23%|██▎       | 2340/10000 [43:27<2:31:18,  1.19s/it]
 23%|██▎       | 2341/10000 [43:28<2:26:57,  1.15s/it]
 23%|██▎       | 2342/10000 [43:29<2:21:43,  1.11s/it]
 23%|██▎       | 2343/10000 [43:30<2:15:01,  1.06s/it]
 23%|██▎       | 2344/10000 [43:31<2:08:12,  1.00s/it]
 23%|██▎       | 2345/10000 [43:32<2:00:55,  1.06it/s]
 23%|██▎       | 2346/10000 [43:33<1:54:14,  1.12it/s]
 23%|██▎       | 2347/10000 [43:34<1:47:54,  1.18it/s]
 23%|██▎       | 2348/10000 [43:34<1:41:04,  1.26it/s]
 23%|██▎       | 2349/10000 [43:35<1:34:38,  1.35it/s]
 24%|██▎       | 2350/10000 [43:35<1:27:23,  1.46it/s]
 24%|██▎       | 2351/10000 [43:36<1:20:20,  1.59it/s]
 24%|██▎       | 2352/10000 [43:36<1:12:21,  1.76it/s]
 24%|██▎       | 2353/10000 [43:37<1:04:20,  1.98it/s]
 24%|██▎       | 2354/10000 [43:37<55:44,  2.29it/s]  
 24%|██▎       | 2355/10000 [43:37<46:44,  2.73it/s]
 24%|██▎       | 2356/10000 [43:39<1:50:34,  1.15it/s]
 24%|██▎       | 2357/10000 [43:41<2:27:49,  1.16s/it]
 24%|██▎       | 2358/10000 [43:43<2:49:20,  1.33s/it]
 24%|██▎       | 2359/10000 [43:44<3:00:19,  1.42s/it]
 24%|██▎       | 2360/10000 [43:46<3:05:37,  1.46s/it]
 24%|██▎       | 2361/10000 [43:47<3:07:54,  1.48s/it]
 24%|██▎       | 2362/10000 [43:49<3:07:35,  1.47s/it]
 24%|██▎       | 2363/10000 [43:50<3:05:32,  1.46s/it]
 24%|██▎       | 2364/10000 [43:52<3:01:05,  1.42s/it]
 24%|██▎       | 2365/10000 [43:53<2:57:23,  1.39s/it]
 24%|██▎       | 2366/10000 [43:54<2:51:59,  1.35s/it]
 24%|██▎       | 2367/10000 [43:56<2:47:45,  1.32s/it]
 24%|██▎       | 2368/10000 [43:57<2:44:05,  1.29s/it]
 24%|██▎       | 2369/10000 [43:58<2:40:24,  1.26s/it]
 24%|██▎       | 2370/10000 [43:59<2:36:00,  1.23s/it]
 24%|██▎       | 2371/10000 [44:00<2:31:41,  1.19s/it]
 24%|██▎       | 2372/10000 [44:01<2:27:30,  1.16s/it]
 24%|██▎       | 2373/10000 [44:02<2:22:54,  1.12s/it]
 24%|██▎       | 2374/10000 [44:03<2:18:19,  1.09s/it]
 24%|██▍       | 2375/10000 [44:04<2:13:51,  1.05s/it]
 24%|██▍       | 2376/10000 [44:05<2:09:52,  1.02s/it]
 24%|██▍       | 2377/10000 [44:06<2:06:22,  1.01it/s]
 24%|██▍       | 2378/10000 [44:07<2:03:02,  1.03it/s]
 24%|██▍       | 2379/10000 [44:08<1:59:50,  1.06it/s]
 24%|██▍       | 2380/10000 [44:09<1:56:54,  1.09it/s]
 24%|██▍       | 2381/10000 [44:10<1:53:35,  1.12it/s]
 24%|██▍       | 2382/10000 [44:11<1:50:22,  1.15it/s]
 24%|██▍       | 2383/10000 [44:11<1:48:08,  1.17it/s]
 24%|██▍       | 2384/10000 [44:12<1:45:26,  1.20it/s]
 24%|██▍       | 2385/10000 [44:13<1:43:15,  1.23it/s]
 24%|██▍       | 2386/10000 [44:14<1:40:55,  1.26it/s]
 24%|██▍       | 2387/10000 [44:14<1:37:46,  1.30it/s]
 24%|██▍       | 2388/10000 [44:15<1:35:28,  1.33it/s]
 24%|██▍       | 2389/10000 [44:16<1:32:45,  1.37it/s]
 24%|██▍       | 2390/10000 [44:16<1:30:20,  1.40it/s]
 24%|██▍       | 2391/10000 [44:17<1:27:37,  1.45it/s]
 24%|██▍       | 2392/10000 [44:18<1:25:03,  1.49it/s]
 24%|██▍       | 2393/10000 [44:18<1:23:02,  1.53it/s]
 24%|██▍       | 2394/10000 [44:19<1:19:02,  1.60it/s]
 24%|██▍       | 2395/10000 [44:19<1:15:40,  1.68it/s]
 24%|██▍       | 2396/10000 [44:20<1:12:10,  1.76it/s]
 24%|██▍       | 2397/10000 [44:20<1:08:37,  1.85it/s]
 24%|██▍       | 2398/10000 [44:21<1:04:47,  1.96it/s]
 24%|██▍       | 2399/10000 [44:21<1:00:35,  2.09it/s]
 24%|██▍       | 2400/10000 [44:22<56:30,  2.24it/s]  
 24%|██▍       | 2401/10000 [44:22<51:34,  2.46it/s]
 24%|██▍       | 2402/10000 [44:22<47:12,  2.68it/s]
 24%|██▍       | 2403/10000 [44:22<43:45,  2.89it/s]
 24%|██▍       | 2404/10000 [44:23<40:59,  3.09it/s]
 24%|██▍       | 2405/10000 [44:23<38:53,  3.25it/s]
 24%|██▍       | 2406/10000 [44:25<1:43:48,  1.22it/s]
 24%|██▍       | 2407/10000 [44:27<2:23:09,  1.13s/it]
 24%|██▍       | 2408/10000 [44:29<2:46:05,  1.31s/it]
 24%|██▍       | 2409/10000 [44:30<2:56:42,  1.40s/it]
 24%|██▍       | 2410/10000 [44:32<3:02:01,  1.44s/it]
 24%|██▍       | 2411/10000 [44:33<3:03:28,  1.45s/it]
 24%|██▍       | 2412/10000 [44:35<3:02:06,  1.44s/it]
 24%|██▍       | 2413/10000 [44:36<2:59:11,  1.42s/it]
 24%|██▍       | 2414/10000 [44:37<2:55:32,  1.39s/it]
 24%|██▍       | 2415/10000 [44:39<2:51:13,  1.35s/it]
 24%|██▍       | 2416/10000 [44:40<2:46:47,  1.32s/it]
 24%|██▍       | 2417/10000 [44:41<2:42:31,  1.29s/it]
 24%|██▍       | 2418/10000 [44:42<2:39:07,  1.26s/it]
 24%|██▍       | 2419/10000 [44:43<2:35:47,  1.23s/it]
 24%|██▍       | 2420/10000 [44:45<2:31:52,  1.20s/it]
 24%|██▍       | 2421/10000 [44:46<2:28:11,  1.17s/it]
 24%|██▍       | 2422/10000 [44:47<2:24:51,  1.15s/it]
 24%|██▍       | 2423/10000 [44:48<2:20:27,  1.11s/it]
 24%|██▍       | 2424/10000 [44:49<2:16:32,  1.08s/it]
 24%|██▍       | 2425/10000 [44:50<2:13:14,  1.06s/it]
 24%|██▍       | 2426/10000 [44:51<2:09:38,  1.03s/it]
 24%|██▍       | 2427/10000 [44:52<2:06:18,  1.00s/it]
 24%|██▍       | 2428/10000 [44:53<2:02:56,  1.03it/s]
 24%|██▍       | 2429/10000 [44:53<1:59:32,  1.06it/s]
 24%|██▍       | 2430/10000 [44:54<1:56:40,  1.08it/s]
 24%|██▍       | 2431/10000 [44:55<1:53:01,  1.12it/s]
 24%|██▍       | 2432/10000 [44:56<1:49:41,  1.15it/s]
 24%|██▍       | 2433/10000 [44:57<1:47:07,  1.18it/s]
 24%|██▍       | 2434/10000 [44:58<1:44:27,  1.21it/s]
 24%|██▍       | 2435/10000 [44:58<1:41:47,  1.24it/s]
 24%|██▍       | 2436/10000 [44:59<1:39:32,  1.27it/s]
 24%|██▍       | 2437/10000 [45:00<1:36:56,  1.30it/s]
 24%|██▍       | 2438/10000 [45:00<1:34:18,  1.34it/s]
 24%|██▍       | 2439/10000 [45:01<1:31:53,  1.37it/s]
 24%|██▍       | 2440/10000 [45:02<1:29:08,  1.41it/s]
 24%|██▍       | 2441/10000 [45:02<1:26:22,  1.46it/s]
 24%|██▍       | 2442/10000 [45:03<1:23:56,  1.50it/s]
 24%|██▍       | 2443/10000 [45:04<1:20:51,  1.56it/s]
 24%|██▍       | 2444/10000 [45:04<1:17:47,  1.62it/s]
 24%|██▍       | 2445/10000 [45:05<1:14:44,  1.68it/s]
 24%|██▍       | 2446/10000 [45:05<1:11:12,  1.77it/s]
 24%|██▍       | 2447/10000 [45:06<1:08:11,  1.85it/s]
 24%|██▍       | 2448/10000 [45:06<1:04:28,  1.95it/s]
 24%|██▍       | 2449/10000 [45:07<1:00:13,  2.09it/s]
 24%|██▍       | 2450/10000 [45:07<55:37,  2.26it/s]  
 25%|██▍       | 2451/10000 [45:07<50:32,  2.49it/s]
 25%|██▍       | 2452/10000 [45:08<46:11,  2.72it/s]
 25%|██▍       | 2453/10000 [45:08<42:43,  2.94it/s]
 25%|██▍       | 2454/10000 [45:08<40:14,  3.13it/s]
 25%|██▍       | 2455/10000 [45:08<38:16,  3.29it/s]
 25%|██▍       | 2456/10000 [45:10<1:43:09,  1.22it/s]
 25%|██▍       | 2457/10000 [45:12<2:21:25,  1.12s/it]
 25%|██▍       | 2458/10000 [45:14<2:43:57,  1.30s/it]
 25%|██▍       | 2459/10000 [45:16<2:55:07,  1.39s/it]
 25%|██▍       | 2460/10000 [45:17<3:00:33,  1.44s/it]
 25%|██▍       | 2461/10000 [45:19<3:02:07,  1.45s/it]
 25%|██▍       | 2462/10000 [45:20<3:01:43,  1.45s/it]
 25%|██▍       | 2463/10000 [45:21<2:59:27,  1.43s/it]
 25%|██▍       | 2464/10000 [45:23<2:56:35,  1.41s/it]
 25%|██▍       | 2465/10000 [45:24<2:52:42,  1.38s/it]
 25%|██▍       | 2466/10000 [45:25<2:48:20,  1.34s/it]
 25%|██▍       | 2467/10000 [45:27<2:44:48,  1.31s/it]
 25%|██▍       | 2468/10000 [45:28<2:40:41,  1.28s/it]
 25%|██▍       | 2469/10000 [45:29<2:37:17,  1.25s/it]
 25%|██▍       | 2470/10000 [45:30<2:33:45,  1.23s/it]
 25%|██▍       | 2471/10000 [45:31<2:29:31,  1.19s/it]
 25%|██▍       | 2472/10000 [45:32<2:26:03,  1.16s/it]
 25%|██▍       | 2473/10000 [45:33<2:22:47,  1.14s/it]
 25%|██▍       | 2474/10000 [45:34<2:18:31,  1.10s/it]
 25%|██▍       | 2475/10000 [45:35<2:14:38,  1.07s/it]
 25%|██▍       | 2476/10000 [45:36<2:10:39,  1.04s/it]
 25%|██▍       | 2477/10000 [45:37<2:06:07,  1.01s/it]
 25%|██▍       | 2478/10000 [45:38<2:02:23,  1.02it/s]
 25%|██▍       | 2479/10000 [45:39<1:58:59,  1.05it/s]
 25%|██▍       | 2480/10000 [45:40<1:56:18,  1.08it/s]
 25%|██▍       | 2481/10000 [45:41<1:52:30,  1.11it/s]
 25%|██▍       | 2482/10000 [45:42<1:49:16,  1.15it/s]
 25%|██▍       | 2483/10000 [45:42<1:46:34,  1.18it/s]
 25%|██▍       | 2484/10000 [45:43<1:43:29,  1.21it/s]
 25%|██▍       | 2485/10000 [45:44<1:40:35,  1.25it/s]
 25%|██▍       | 2486/10000 [45:45<1:37:59,  1.28it/s]
 25%|██▍       | 2487/10000 [45:45<1:35:06,  1.32it/s]
 25%|██▍       | 2488/10000 [45:46<1:32:11,  1.36it/s]
 25%|██▍       | 2489/10000 [45:47<1:29:13,  1.40it/s]
 25%|██▍       | 2490/10000 [45:47<1:26:21,  1.45it/s]
 25%|██▍       | 2491/10000 [45:48<1:23:56,  1.49it/s]
 25%|██▍       | 2492/10000 [45:49<1:21:47,  1.53it/s]
 25%|██▍       | 2493/10000 [45:49<1:17:49,  1.61it/s]
 25%|██▍       | 2494/10000 [45:50<1:13:57,  1.69it/s]
 25%|██▍       | 2495/10000 [45:50<1:10:16,  1.78it/s]
 25%|██▍       | 2496/10000 [45:51<1:06:58,  1.87it/s]
 25%|██▍       | 2497/10000 [45:51<1:03:03,  1.98it/s]
 25%|██▍       | 2498/10000 [45:51<59:25,  2.10it/s]  
 25%|██▍       | 2499/10000 [45:52<55:39,  2.25it/s]
 25%|██▌       | 2500/10000 [45:52<51:59,  2.40it/s]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 = 2822
  Batch size = 12
{'eval_loss': 0.8088647127151489, 'eval_wer': 0.2755231689088191, 'eval_runtime': 83.4386, 'eval_samples_per_second': 33.821, 'eval_steps_per_second': 2.828, 'epoch': 4.25}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:38,  6.00it/s]

  1%|▏         | 3/236 [00:00<01:04,  3.63it/s]

  2%|▏         | 4/236 [00:01<01:04,  3.57it/s]

  2%|▏         | 5/236 [00:01<01:07,  3.42it/s]

  3%|▎         | 6/236 [00:01<01:09,  3.30it/s]

  3%|▎         | 7/236 [00:02<01:13,  3.13it/s]

  3%|▎         | 8/236 [00:02<01:13,  3.08it/s]

  4%|▍         | 9/236 [00:02<01:10,  3.24it/s]

  4%|▍         | 10/236 [00:03<01:13,  3.08it/s]

  5%|▍         | 11/236 [00:03<01:17,  2.88it/s]

  5%|▌         | 12/236 [00:03<01:14,  3.02it/s]

  6%|▌         | 13/236 [00:04<01:15,  2.94it/s]

  6%|▌         | 14/236 [00:04<01:17,  2.86it/s]

  6%|▋         | 15/236 [00:04<01:16,  2.90it/s]

  7%|▋         | 16/236 [00:05<01:20,  2.75it/s]

  7%|▋         | 17/236 [00:05<01:19,  2.75it/s]

  8%|▊         | 18/236 [00:05<01:20,  2.70it/s]

  8%|▊         | 19/236 [00:06<01:16,  2.83it/s]

  8%|▊         | 20/236 [00:06<01:21,  2.65it/s]

  9%|▉         | 21/236 [00:07<01:19,  2.70it/s]

  9%|▉         | 22/236 [00:07<01:19,  2.69it/s]

 10%|▉         | 23/236 [00:07<01:16,  2.80it/s]

 10%|█         | 24/236 [00:08<01:12,  2.93it/s]

 11%|█         | 25/236 [00:08<01:06,  3.16it/s]

 11%|█         | 26/236 [00:08<01:11,  2.94it/s]

 11%|█▏        | 27/236 [00:08<01:07,  3.08it/s]

 12%|█▏        | 28/236 [00:09<01:07,  3.08it/s]

 12%|█▏        | 29/236 [00:09<01:05,  3.14it/s]

 13%|█▎        | 30/236 [00:09<01:04,  3.19it/s]

 13%|█▎        | 31/236 [00:10<01:08,  3.01it/s]

 14%|█▎        | 32/236 [00:10<01:14,  2.72it/s]

 14%|█▍        | 33/236 [00:11<01:16,  2.66it/s]

 14%|█▍        | 34/236 [00:11<01:13,  2.76it/s]

 15%|█▍        | 35/236 [00:11<01:11,  2.82it/s]

 15%|█▌        | 36/236 [00:12<01:11,  2.80it/s]

 16%|█▌        | 37/236 [00:12<01:11,  2.77it/s]

 16%|█▌        | 38/236 [00:12<01:07,  2.95it/s]

 17%|█▋        | 39/236 [00:13<01:11,  2.74it/s]

 17%|█▋        | 40/236 [00:13<01:15,  2.60it/s]

 17%|█▋        | 41/236 [00:14<01:15,  2.57it/s]

 18%|█▊        | 42/236 [00:14<01:18,  2.46it/s]

 18%|█▊        | 43/236 [00:14<01:17,  2.48it/s]

 19%|█▊        | 44/236 [00:15<01:16,  2.52it/s]

 19%|█▉        | 45/236 [00:15<01:12,  2.65it/s]

 19%|█▉        | 46/236 [00:16<01:12,  2.63it/s]

 20%|█▉        | 47/236 [00:16<01:14,  2.55it/s]

 20%|██        | 48/236 [00:16<01:09,  2.71it/s]

 21%|██        | 49/236 [00:17<01:15,  2.46it/s]

 21%|██        | 50/236 [00:17<01:14,  2.51it/s]

 22%|██▏       | 51/236 [00:17<01:10,  2.63it/s]

 22%|██▏       | 52/236 [00:18<01:08,  2.70it/s]

 22%|██▏       | 53/236 [00:18<01:13,  2.49it/s]

 23%|██▎       | 54/236 [00:19<01:10,  2.58it/s]

 23%|██▎       | 55/236 [00:19<01:07,  2.70it/s]

 24%|██▎       | 56/236 [00:19<01:07,  2.66it/s]

 24%|██▍       | 57/236 [00:20<01:07,  2.65it/s]

 25%|██▍       | 58/236 [00:20<01:05,  2.73it/s]

 25%|██▌       | 59/236 [00:20<01:03,  2.77it/s]

 25%|██▌       | 60/236 [00:21<01:05,  2.71it/s]

 26%|██▌       | 61/236 [00:21<01:02,  2.81it/s]

 26%|██▋       | 62/236 [00:21<00:59,  2.92it/s]

 27%|██▋       | 63/236 [00:22<01:01,  2.81it/s]

 27%|██▋       | 64/236 [00:22<01:02,  2.75it/s]

 28%|██▊       | 65/236 [00:23<01:03,  2.71it/s]

 28%|██▊       | 66/236 [00:23<00:59,  2.88it/s]

 28%|██▊       | 67/236 [00:23<00:55,  3.03it/s]

 29%|██▉       | 68/236 [00:23<00:53,  3.12it/s]

 29%|██▉       | 69/236 [00:24<00:51,  3.23it/s]

 30%|██▉       | 70/236 [00:24<00:49,  3.38it/s]

 30%|███       | 71/236 [00:24<00:52,  3.12it/s]

 31%|███       | 72/236 [00:25<00:53,  3.09it/s]

 31%|███       | 73/236 [00:25<00:58,  2.78it/s]

 31%|███▏      | 74/236 [00:26<01:01,  2.64it/s]

 32%|███▏      | 75/236 [00:26<01:00,  2.66it/s]

 32%|███▏      | 76/236 [00:26<01:00,  2.65it/s]

 33%|███▎      | 77/236 [00:27<00:59,  2.68it/s]

 33%|███▎      | 78/236 [00:27<00:54,  2.88it/s]

 33%|███▎      | 79/236 [00:27<00:57,  2.75it/s]

 34%|███▍      | 80/236 [00:28<00:57,  2.71it/s]

 34%|███▍      | 81/236 [00:28<00:57,  2.72it/s]

 35%|███▍      | 82/236 [00:29<00:56,  2.73it/s]

 35%|███▌      | 83/236 [00:29<00:51,  2.96it/s]

 36%|███▌      | 84/236 [00:29<00:48,  3.11it/s]

 36%|███▌      | 85/236 [00:29<00:47,  3.21it/s]

 36%|███▋      | 86/236 [00:30<00:44,  3.38it/s]

 37%|███▋      | 87/236 [00:30<00:46,  3.22it/s]

 37%|███▋      | 88/236 [00:30<00:45,  3.22it/s]

 38%|███▊      | 89/236 [00:31<00:48,  3.03it/s]

 38%|███▊      | 90/236 [00:31<00:48,  2.99it/s]

 39%|███▊      | 91/236 [00:31<00:51,  2.79it/s]

 39%|███▉      | 92/236 [00:32<00:48,  2.99it/s]

 39%|███▉      | 93/236 [00:32<00:45,  3.14it/s]

 40%|███▉      | 94/236 [00:32<00:43,  3.27it/s]

 40%|████      | 95/236 [00:33<00:46,  3.04it/s]

 41%|████      | 96/236 [00:33<00:44,  3.12it/s]

 41%|████      | 97/236 [00:33<00:42,  3.27it/s]

 42%|████▏     | 98/236 [00:34<00:43,  3.16it/s]

 42%|████▏     | 99/236 [00:34<00:48,  2.83it/s]

 42%|████▏     | 100/236 [00:34<00:48,  2.81it/s]

 43%|████▎     | 101/236 [00:35<00:49,  2.73it/s]

 43%|████▎     | 102/236 [00:35<00:46,  2.88it/s]

 44%|████▎     | 103/236 [00:35<00:44,  2.97it/s]

 44%|████▍     | 104/236 [00:36<00:47,  2.81it/s]

 44%|████▍     | 105/236 [00:36<00:43,  3.00it/s]

 45%|████▍     | 106/236 [00:36<00:43,  2.97it/s]

 45%|████▌     | 107/236 [00:37<00:43,  2.97it/s]

 46%|████▌     | 108/236 [00:37<00:47,  2.69it/s]

 46%|████▌     | 109/236 [00:38<00:48,  2.63it/s]

 47%|████▋     | 110/236 [00:38<00:44,  2.84it/s]

 47%|████▋     | 111/236 [00:38<00:41,  3.01it/s]

 47%|████▋     | 112/236 [00:39<00:42,  2.93it/s]

 48%|████▊     | 113/236 [00:39<00:42,  2.92it/s]

 48%|████▊     | 114/236 [00:39<00:42,  2.85it/s]

 49%|████▊     | 115/236 [00:40<00:40,  2.98it/s]

 49%|████▉     | 116/236 [00:40<00:39,  3.01it/s]

 50%|████▉     | 117/236 [00:40<00:41,  2.90it/s]

 50%|█████     | 118/236 [00:41<00:39,  2.99it/s]

 50%|█████     | 119/236 [00:41<00:38,  3.03it/s]

 51%|█████     | 120/236 [00:41<00:37,  3.11it/s]

 51%|█████▏    | 121/236 [00:42<00:38,  3.02it/s]

 52%|█████▏    | 122/236 [00:42<00:39,  2.86it/s]

 52%|█████▏    | 123/236 [00:42<00:38,  2.97it/s]

 53%|█████▎    | 124/236 [00:43<00:37,  2.97it/s]

 53%|█████▎    | 125/236 [00:43<00:37,  2.99it/s]

 53%|█████▎    | 126/236 [00:43<00:35,  3.07it/s]

 54%|█████▍    | 127/236 [00:44<00:37,  2.94it/s]

 54%|█████▍    | 128/236 [00:44<00:37,  2.87it/s]

 55%|█████▍    | 129/236 [00:44<00:34,  3.09it/s]

 55%|█████▌    | 130/236 [00:44<00:33,  3.20it/s]

 56%|█████▌    | 131/236 [00:45<00:33,  3.09it/s]

 56%|█████▌    | 132/236 [00:45<00:32,  3.24it/s]

 56%|█████▋    | 133/236 [00:46<00:34,  2.97it/s]

 57%|█████▋    | 134/236 [00:46<00:34,  2.94it/s]

 57%|█████▋    | 135/236 [00:46<00:33,  3.05it/s]

 58%|█████▊    | 136/236 [00:47<00:34,  2.86it/s]

 58%|█████▊    | 137/236 [00:47<00:34,  2.86it/s]

 58%|█████▊    | 138/236 [00:47<00:35,  2.77it/s]

 59%|█████▉    | 139/236 [00:48<00:32,  2.96it/s]

 59%|█████▉    | 140/236 [00:48<00:31,  3.08it/s]

 60%|█████▉    | 141/236 [00:48<00:32,  2.95it/s]

 60%|██████    | 142/236 [00:49<00:32,  2.86it/s]

 61%|██████    | 143/236 [00:49<00:35,  2.64it/s]

 61%|██████    | 144/236 [00:49<00:33,  2.72it/s]

 61%|██████▏   | 145/236 [00:50<00:34,  2.67it/s]

 62%|██████▏   | 146/236 [00:50<00:32,  2.75it/s]

 62%|██████▏   | 147/236 [00:51<00:32,  2.72it/s]

 63%|██████▎   | 148/236 [00:51<00:31,  2.75it/s]

 63%|██████▎   | 149/236 [00:51<00:30,  2.86it/s]

 64%|██████▎   | 150/236 [00:51<00:28,  3.03it/s]

 64%|██████▍   | 151/236 [00:52<00:29,  2.91it/s]

 64%|██████▍   | 152/236 [00:52<00:28,  3.00it/s]

 65%|██████▍   | 153/236 [00:52<00:28,  2.96it/s]

 65%|██████▌   | 154/236 [00:53<00:28,  2.90it/s]

 66%|██████▌   | 155/236 [00:53<00:27,  2.92it/s]

 66%|██████▌   | 156/236 [00:54<00:30,  2.64it/s]

 67%|██████▋   | 157/236 [00:54<00:31,  2.49it/s]

 67%|██████▋   | 158/236 [00:54<00:30,  2.53it/s]

 67%|██████▋   | 159/236 [00:55<00:27,  2.78it/s]

 68%|██████▊   | 160/236 [00:55<00:27,  2.79it/s]

 68%|██████▊   | 161/236 [00:55<00:26,  2.82it/s]

 69%|██████▊   | 162/236 [00:56<00:24,  3.00it/s]

 69%|██████▉   | 163/236 [00:56<00:23,  3.05it/s]

 69%|██████▉   | 164/236 [00:56<00:22,  3.24it/s]

 70%|██████▉   | 165/236 [00:57<00:21,  3.34it/s]

 70%|███████   | 166/236 [00:57<00:21,  3.27it/s]

 71%|███████   | 167/236 [00:57<00:22,  3.08it/s]

 71%|███████   | 168/236 [00:58<00:22,  3.05it/s]

 72%|███████▏  | 169/236 [00:58<00:22,  2.98it/s]

 72%|███████▏  | 170/236 [00:58<00:25,  2.62it/s]

 72%|███████▏  | 171/236 [00:59<00:22,  2.86it/s]

 73%|███████▎  | 172/236 [00:59<00:21,  2.92it/s]

 73%|███████▎  | 173/236 [00:59<00:22,  2.74it/s]

 74%|███████▎  | 174/236 [01:00<00:24,  2.57it/s]

 74%|███████▍  | 175/236 [01:00<00:23,  2.65it/s]

 75%|███████▍  | 176/236 [01:01<00:22,  2.69it/s]

 75%|███████▌  | 177/236 [01:01<00:19,  2.96it/s]

 75%|███████▌  | 178/236 [01:01<00:19,  2.92it/s]

 76%|███████▌  | 179/236 [01:02<00:19,  2.86it/s]

 76%|███████▋  | 180/236 [01:02<00:18,  2.95it/s]

 77%|███████▋  | 181/236 [01:02<00:19,  2.79it/s]

 77%|███████▋  | 182/236 [01:03<00:19,  2.74it/s]

 78%|███████▊  | 183/236 [01:03<00:18,  2.94it/s]

 78%|███████▊  | 184/236 [01:03<00:18,  2.86it/s]

 78%|███████▊  | 185/236 [01:04<00:17,  2.89it/s]

 79%|███████▉  | 186/236 [01:04<00:17,  2.78it/s]

 79%|███████▉  | 187/236 [01:04<00:17,  2.87it/s]

 80%|███████▉  | 188/236 [01:05<00:16,  2.87it/s]

 80%|████████  | 189/236 [01:05<00:16,  2.90it/s]

 81%|████████  | 190/236 [01:06<00:17,  2.64it/s]

 81%|████████  | 191/236 [01:06<00:16,  2.77it/s]

 81%|████████▏ | 192/236 [01:06<00:14,  3.08it/s]

 82%|████████▏ | 193/236 [01:07<00:14,  2.89it/s]

 82%|████████▏ | 194/236 [01:07<00:15,  2.68it/s]

 83%|████████▎ | 195/236 [01:07<00:12,  3.16it/s]

 83%|████████▎ | 196/236 [01:07<00:12,  3.24it/s]

 83%|████████▎ | 197/236 [01:08<00:11,  3.27it/s]

 84%|████████▍ | 198/236 [01:08<00:12,  3.01it/s]

 84%|████████▍ | 199/236 [01:09<00:12,  2.90it/s]

 85%|████████▍ | 200/236 [01:09<00:12,  2.89it/s]

 85%|████████▌ | 201/236 [01:09<00:13,  2.68it/s]

 86%|████████▌ | 202/236 [01:10<00:12,  2.62it/s]

 86%|████████▌ | 203/236 [01:10<00:11,  2.91it/s]

 86%|████████▋ | 204/236 [01:10<00:10,  2.96it/s]

 87%|████████▋ | 205/236 [01:11<00:10,  2.89it/s]

 87%|████████▋ | 206/236 [01:11<00:09,  3.08it/s]

 88%|████████▊ | 207/236 [01:11<00:08,  3.36it/s]

 88%|████████▊ | 208/236 [01:12<00:08,  3.15it/s]

 89%|████████▊ | 209/236 [01:12<00:09,  2.95it/s]

 89%|████████▉ | 210/236 [01:12<00:09,  2.75it/s]

 89%|████████▉ | 211/236 [01:13<00:09,  2.57it/s]

 90%|████████▉ | 212/236 [01:13<00:08,  2.71it/s]

 90%|█████████ | 213/236 [01:13<00:07,  2.91it/s]

 91%|█████████ | 214/236 [01:14<00:07,  2.93it/s]

 91%|█████████ | 215/236 [01:14<00:07,  2.88it/s]

 92%|█████████▏| 216/236 [01:14<00:06,  3.06it/s]

 92%|█████████▏| 217/236 [01:15<00:06,  2.77it/s]

 92%|█████████▏| 218/236 [01:15<00:05,  3.09it/s]

 93%|█████████▎| 219/236 [01:15<00:05,  3.24it/s]

 93%|█████████▎| 220/236 [01:16<00:05,  2.98it/s]

 94%|█████████▎| 221/236 [01:16<00:05,  2.98it/s]

 94%|█████████▍| 222/236 [01:16<00:05,  2.76it/s]

 94%|█████████▍| 223/236 [01:17<00:04,  2.78it/s]

 95%|█████████▍| 224/236 [01:17<00:04,  2.59it/s]

 95%|█████████▌| 225/236 [01:18<00:04,  2.69it/s]

 96%|█████████▌| 226/236 [01:18<00:03,  2.70it/s]

 96%|█████████▌| 227/236 [01:18<00:03,  2.83it/s]

 97%|█████████▋| 228/236 [01:19<00:02,  2.89it/s]

 97%|█████████▋| 229/236 [01:19<00:02,  2.81it/s]

 97%|█████████▋| 230/236 [01:19<00:02,  2.93it/s]

 98%|█████████▊| 231/236 [01:20<00:01,  2.87it/s]

 98%|█████████▊| 232/236 [01:20<00:01,  2.86it/s]

 99%|█████████▊| 233/236 [01:20<00:01,  2.97it/s]

 99%|█████████▉| 234/236 [01:21<00:00,  3.24it/s]

100%|█████████▉| 235/236 [01:21<00:00,  3.05it/s]
                                                    

                                                 

 25%|██▌       | 2500/10000 [47:15<51:59,  2.40it/s]

100%|██████████| 236/236 [01:22<00:00,  3.05it/s]

                                                 
 25%|██▌       | 2501/10000 [47:16<52:45:47, 25.33s/it]
 25%|██▌       | 2502/10000 [47:16<37:06:40, 17.82s/it]
 25%|██▌       | 2503/10000 [47:16<26:09:04, 12.56s/it]
 25%|██▌       | 2504/10000 [47:16<18:28:22,  8.87s/it]
 25%|██▌       | 2505/10000 [47:17<13:05:45,  6.29s/it]
 25%|██▌       | 2506/10000 [47:19<10:26:21,  5.01s/it]
 25%|██▌       | 2507/10000 [47:21<8:26:18,  4.05s/it] 
 25%|██▌       | 2508/10000 [47:22<6:58:26,  3.35s/it]
 25%|██▌       | 2509/10000 [47:24<5:51:45,  2.82s/it]
 25%|██▌       | 2510/10000 [47:25<5:01:51,  2.42s/it]
 25%|██▌       | 2511/10000 [47:27<4:25:15,  2.13s/it]
 25%|██▌       | 2512/10000 [47:28<3:57:26,  1.90s/it]
 25%|██▌       | 2513/10000 [47:30<3:36:42,  1.74s/it]
 25%|██▌       | 2514/10000 [47:31<3:20:37,  1.61s/it]
 25%|██▌       | 2515/10000 [47:32<3:08:11,  1.51s/it]
 25%|██▌       | 2516/10000 [47:33<2:58:00,  1.43s/it]
 25%|██▌       | 2517/10000 [47:35<2:49:28,  1.36s/it]
 25%|██▌       | 2518/10000 [47:36<2:42:14,  1.30s/it]
 25%|██▌       | 2519/10000 [47:37<2:35:34,  1.25s/it]
 25%|██▌       | 2520/10000 [47:38<2:29:36,  1.20s/it]
 25%|██▌       | 2521/10000 [47:39<2:24:41,  1.16s/it]
 25%|██▌       | 2522/10000 [47:40<2:20:14,  1.13s/it]
 25%|██▌       | 2523/10000 [47:41<2:15:54,  1.09s/it]
 25%|██▌       | 2524/10000 [47:42<2:12:17,  1.06s/it]
 25%|██▌       | 2525/10000 [47:43<2:09:15,  1.04s/it]
 25%|██▌       | 2526/10000 [47:44<2:05:36,  1.01s/it]
 25%|██▌       | 2527/10000 [47:45<2:03:25,  1.01it/s]
 25%|██▌       | 2528/10000 [47:46<1:59:56,  1.04it/s]
 25%|██▌       | 2529/10000 [47:47<1:56:54,  1.07it/s]
 25%|██▌       | 2530/10000 [47:48<1:53:06,  1.10it/s]
 25%|██▌       | 2531/10000 [47:48<1:49:39,  1.14it/s]
 25%|██▌       | 2532/10000 [47:49<1:46:36,  1.17it/s]
 25%|██▌       | 2533/10000 [47:50<1:43:56,  1.20it/s]
 25%|██▌       | 2534/10000 [47:51<1:41:24,  1.23it/s]
 25%|██▌       | 2535/10000 [47:51<1:39:03,  1.26it/s]
 25%|██▌       | 2536/10000 [47:52<1:36:23,  1.29it/s]
 25%|██▌       | 2537/10000 [47:53<1:33:57,  1.32it/s]
 25%|██▌       | 2538/10000 [47:54<1:31:21,  1.36it/s]
 25%|██▌       | 2539/10000 [47:54<1:28:31,  1.40it/s]
 25%|██▌       | 2540/10000 [47:55<1:25:33,  1.45it/s]
 25%|██▌       | 2541/10000 [47:56<1:23:05,  1.50it/s]
 25%|██▌       | 2542/10000 [47:56<1:19:13,  1.57it/s]
 25%|██▌       | 2543/10000 [47:57<1:15:44,  1.64it/s]
 25%|██▌       | 2544/10000 [47:57<1:12:02,  1.72it/s]
 25%|██▌       | 2545/10000 [47:58<1:08:27,  1.82it/s]
 25%|██▌       | 2546/10000 [47:58<1:04:41,  1.92it/s]
 25%|██▌       | 2547/10000 [47:59<1:01:08,  2.03it/s]
 25%|██▌       | 2548/10000 [47:59<57:42,  2.15it/s]  
 25%|██▌       | 2549/10000 [47:59<55:06,  2.25it/s]
 26%|██▌       | 2550/10000 [48:00<51:06,  2.43it/s]
 26%|██▌       | 2551/10000 [48:00<46:49,  2.65it/s]
 26%|██▌       | 2552/10000 [48:00<43:25,  2.86it/s]
 26%|██▌       | 2553/10000 [48:00<40:45,  3.05it/s]
 26%|██▌       | 2554/10000 [48:01<39:54,  3.11it/s]
 26%|██▌       | 2555/10000 [48:01<37:57,  3.27it/s]
 26%|██▌       | 2556/10000 [48:03<1:42:07,  1.21it/s]
 26%|██▌       | 2557/10000 [48:05<2:21:08,  1.14s/it]
 26%|██▌       | 2558/10000 [48:07<2:43:07,  1.32s/it]
 26%|██▌       | 2559/10000 [48:08<2:53:11,  1.40s/it]
 26%|██▌       | 2560/10000 [48:10<2:57:53,  1.43s/it]
 26%|██▌       | 2561/10000 [48:11<2:58:53,  1.44s/it]
 26%|██▌       | 2562/10000 [48:13<2:58:36,  1.44s/it]
 26%|██▌       | 2563/10000 [48:14<2:55:08,  1.41s/it]
 26%|██▌       | 2564/10000 [48:15<2:50:48,  1.38s/it]
 26%|██▌       | 2565/10000 [48:17<2:47:13,  1.35s/it]
 26%|██▌       | 2566/10000 [48:18<2:43:44,  1.32s/it]
 26%|██▌       | 2567/10000 [48:19<2:39:47,  1.29s/it]
 26%|██▌       | 2568/10000 [48:20<2:36:04,  1.26s/it]
 26%|██▌       | 2569/10000 [48:21<2:32:39,  1.23s/it]
 26%|██▌       | 2570/10000 [48:23<2:29:31,  1.21s/it]
 26%|██▌       | 2571/10000 [48:24<2:25:17,  1.17s/it]
 26%|██▌       | 2572/10000 [48:25<2:21:33,  1.14s/it]
 26%|██▌       | 2573/10000 [48:26<2:18:01,  1.11s/it]
 26%|██▌       | 2574/10000 [48:27<2:14:02,  1.08s/it]
 26%|██▌       | 2575/10000 [48:28<2:09:58,  1.05s/it]
 26%|██▌       | 2576/10000 [48:29<2:06:23,  1.02s/it]
 26%|██▌       | 2577/10000 [48:30<2:02:51,  1.01it/s]
 26%|██▌       | 2578/10000 [48:31<1:59:33,  1.03it/s]
 26%|██▌       | 2579/10000 [48:31<1:56:45,  1.06it/s]
 26%|██▌       | 2580/10000 [48:32<1:53:54,  1.09it/s]
 26%|██▌       | 2581/10000 [48:33<1:50:30,  1.12it/s]
 26%|██▌       | 2582/10000 [48:34<1:47:25,  1.15it/s]
 26%|██▌       | 2583/10000 [48:35<1:44:14,  1.19it/s]
 26%|██▌       | 2584/10000 [48:36<1:40:50,  1.23it/s]
 26%|██▌       | 2585/10000 [48:36<1:38:15,  1.26it/s]
 26%|██▌       | 2586/10000 [48:37<1:35:49,  1.29it/s]
 26%|██▌       | 2587/10000 [48:38<1:32:58,  1.33it/s]
 26%|██▌       | 2588/10000 [48:38<1:30:33,  1.36it/s]
 26%|██▌       | 2589/10000 [48:39<1:28:23,  1.40it/s]
 26%|██▌       | 2590/10000 [48:40<1:25:14,  1.45it/s]
 26%|██▌       | 2591/10000 [48:40<1:22:36,  1.49it/s]
 26%|██▌       | 2592/10000 [48:41<1:19:03,  1.56it/s]
 26%|██▌       | 2593/10000 [48:41<1:15:36,  1.63it/s]
 26%|██▌       | 2594/10000 [48:42<1:12:28,  1.70it/s]
 26%|██▌       | 2595/10000 [48:42<1:09:02,  1.79it/s]
 26%|██▌       | 2596/10000 [48:43<1:05:56,  1.87it/s]
 26%|██▌       | 2597/10000 [48:43<1:01:43,  2.00it/s]
 26%|██▌       | 2598/10000 [48:44<57:28,  2.15it/s]  
 26%|██▌       | 2599/10000 [48:44<53:25,  2.31it/s]
 26%|██▌       | 2600/10000 [48:44<49:24,  2.50it/s]
 26%|██▌       | 2601/10000 [48:45<45:47,  2.69it/s]
 26%|██▌       | 2602/10000 [48:45<42:32,  2.90it/s]
 26%|██▌       | 2603/10000 [48:45<40:06,  3.07it/s]
 26%|██▌       | 2604/10000 [48:46<38:30,  3.20it/s]
 26%|██▌       | 2605/10000 [48:46<37:24,  3.30it/s]
 26%|██▌       | 2606/10000 [48:48<1:41:11,  1.22it/s]
 26%|██▌       | 2607/10000 [48:50<2:18:48,  1.13s/it]
 26%|██▌       | 2608/10000 [48:51<2:41:21,  1.31s/it]
 26%|██▌       | 2609/10000 [48:53<2:54:05,  1.41s/it]
 26%|██▌       | 2610/10000 [48:55<3:00:01,  1.46s/it]
 26%|██▌       | 2611/10000 [48:56<3:01:30,  1.47s/it]
 26%|██▌       | 2612/10000 [48:58<3:00:15,  1.46s/it]
 26%|██▌       | 2613/10000 [48:59<2:57:13,  1.44s/it]
 26%|██▌       | 2614/10000 [49:00<2:53:18,  1.41s/it]
 26%|██▌       | 2615/10000 [49:02<2:49:24,  1.38s/it]
 26%|██▌       | 2616/10000 [49:03<2:45:24,  1.34s/it]
 26%|██▌       | 2617/10000 [49:04<2:41:00,  1.31s/it]
 26%|██▌       | 2618/10000 [49:05<2:36:56,  1.28s/it]
 26%|██▌       | 2619/10000 [49:07<2:32:53,  1.24s/it]
 26%|██▌       | 2620/10000 [49:08<2:28:28,  1.21s/it]
 26%|██▌       | 2621/10000 [49:09<2:23:42,  1.17s/it]
 26%|██▌       | 2622/10000 [49:10<2:19:44,  1.14s/it]
 26%|██▌       | 2623/10000 [49:11<2:15:19,  1.10s/it]
 26%|██▌       | 2624/10000 [49:12<2:11:32,  1.07s/it]
 26%|██▋       | 2625/10000 [49:13<2:07:59,  1.04s/it]
 26%|██▋       | 2626/10000 [49:14<2:04:42,  1.01s/it]
 26%|██▋       | 2627/10000 [49:15<2:01:22,  1.01it/s]
 26%|██▋       | 2628/10000 [49:16<1:57:38,  1.04it/s]
 26%|██▋       | 2629/10000 [49:16<1:55:03,  1.07it/s]
 26%|██▋       | 2630/10000 [49:17<1:51:42,  1.10it/s]
 26%|██▋       | 2631/10000 [49:18<1:48:42,  1.13it/s]
 26%|██▋       | 2632/10000 [49:19<1:45:51,  1.16it/s]
 26%|██▋       | 2633/10000 [49:20<1:43:46,  1.18it/s]
 26%|██▋       | 2634/10000 [49:20<1:41:20,  1.21it/s]
 26%|██▋       | 2635/10000 [49:21<1:39:27,  1.23it/s]
 26%|██▋       | 2636/10000 [49:22<1:37:06,  1.26it/s]
 26%|██▋       | 2637/10000 [49:23<1:34:26,  1.30it/s]
 26%|██▋       | 2638/10000 [49:23<1:31:17,  1.34it/s]
 26%|██▋       | 2639/10000 [49:24<1:28:46,  1.38it/s]
 26%|██▋       | 2640/10000 [49:25<1:26:00,  1.43it/s]
 26%|██▋       | 2641/10000 [49:25<1:23:12,  1.47it/s]
 26%|██▋       | 2642/10000 [49:26<1:19:51,  1.54it/s]
 26%|██▋       | 2643/10000 [49:27<1:16:45,  1.60it/s]
 26%|██▋       | 2644/10000 [49:27<1:13:39,  1.66it/s]
 26%|██▋       | 2645/10000 [49:28<1:10:12,  1.75it/s]
 26%|██▋       | 2646/10000 [49:28<1:07:15,  1.82it/s]
 26%|██▋       | 2647/10000 [49:29<1:03:38,  1.93it/s]
 26%|██▋       | 2648/10000 [49:29<1:00:09,  2.04it/s]
 26%|██▋       | 2649/10000 [49:29<56:08,  2.18it/s]  
 26%|██▋       | 2650/10000 [49:30<52:41,  2.33it/s]
 27%|██▋       | 2651/10000 [49:30<48:39,  2.52it/s]
 27%|██▋       | 2652/10000 [49:30<44:58,  2.72it/s]
 27%|██▋       | 2653/10000 [49:31<41:56,  2.92it/s]
 27%|██▋       | 2654/10000 [49:31<39:47,  3.08it/s]
 27%|██▋       | 2655/10000 [49:31<37:47,  3.24it/s]
 27%|██▋       | 2656/10000 [49:33<1:39:53,  1.23it/s]
 27%|██▋       | 2657/10000 [49:35<2:17:00,  1.12s/it]
 27%|██▋       | 2658/10000 [49:37<2:38:27,  1.29s/it]
 27%|██▋       | 2659/10000 [49:38<2:49:16,  1.38s/it]
 27%|██▋       | 2660/10000 [49:40<2:53:58,  1.42s/it]
 27%|██▋       | 2661/10000 [49:41<2:55:17,  1.43s/it]
 27%|██▋       | 2662/10000 [49:43<2:54:54,  1.43s/it]
 27%|██▋       | 2663/10000 [49:44<2:53:12,  1.42s/it]
 27%|██▋       | 2664/10000 [49:45<2:49:36,  1.39s/it]
 27%|██▋       | 2665/10000 [49:47<2:46:12,  1.36s/it]
 27%|██▋       | 2666/10000 [49:48<2:42:28,  1.33s/it]
 27%|██▋       | 2667/10000 [49:49<2:38:33,  1.30s/it]
 27%|██▋       | 2668/10000 [49:50<2:34:14,  1.26s/it]
 27%|██▋       | 2669/10000 [49:51<2:30:30,  1.23s/it]
 27%|██▋       | 2670/10000 [49:53<2:25:41,  1.19s/it]
 27%|██▋       | 2671/10000 [49:54<2:21:37,  1.16s/it]
 27%|██▋       | 2672/10000 [49:55<2:17:43,  1.13s/it]
 27%|██▋       | 2673/10000 [49:56<2:13:35,  1.09s/it]
 27%|██▋       | 2674/10000 [49:57<2:09:54,  1.06s/it]
 27%|██▋       | 2675/10000 [49:58<2:05:58,  1.03s/it]
 27%|██▋       | 2676/10000 [49:59<2:02:04,  1.00s/it]
 27%|██▋       | 2677/10000 [50:00<1:58:30,  1.03it/s]
 27%|██▋       | 2678/10000 [50:00<1:55:40,  1.05it/s]
 27%|██▋       | 2679/10000 [50:01<1:53:06,  1.08it/s]
 27%|██▋       | 2680/10000 [50:02<1:49:52,  1.11it/s]
 27%|██▋       | 2681/10000 [50:03<1:46:39,  1.14it/s]
 27%|██▋       | 2682/10000 [50:04<1:43:33,  1.18it/s]
 27%|██▋       | 2683/10000 [50:05<1:40:45,  1.21it/s]
 27%|██▋       | 2684/10000 [50:05<1:38:08,  1.24it/s]
 27%|██▋       | 2685/10000 [50:06<1:35:35,  1.28it/s]
 27%|██▋       | 2686/10000 [50:07<1:33:11,  1.31it/s]
 27%|██▋       | 2687/10000 [50:07<1:30:28,  1.35it/s]
 27%|██▋       | 2688/10000 [50:08<1:28:04,  1.38it/s]
 27%|██▋       | 2689/10000 [50:09<1:25:45,  1.42it/s]
 27%|██▋       | 2690/10000 [50:09<1:23:15,  1.46it/s]
 27%|██▋       | 2691/10000 [50:10<1:20:40,  1.51it/s]
 27%|██▋       | 2692/10000 [50:11<1:19:07,  1.54it/s]
 27%|██▋       | 2693/10000 [50:11<1:16:06,  1.60it/s]
 27%|██▋       | 2694/10000 [50:12<1:12:55,  1.67it/s]
 27%|██▋       | 2695/10000 [50:12<1:10:11,  1.73it/s]
 27%|██▋       | 2696/10000 [50:13<1:07:14,  1.81it/s]
 27%|██▋       | 2697/10000 [50:13<1:04:46,  1.88it/s]
 27%|██▋       | 2698/10000 [50:14<1:01:27,  1.98it/s]
 27%|██▋       | 2699/10000 [50:14<57:51,  2.10it/s]  
 27%|██▋       | 2700/10000 [50:14<53:52,  2.26it/s]
 27%|██▋       | 2701/10000 [50:15<50:33,  2.41it/s]
 27%|██▋       | 2702/10000 [50:15<46:18,  2.63it/s]
 27%|██▋       | 2703/10000 [50:15<42:31,  2.86it/s]
 27%|██▋       | 2704/10000 [50:16<39:40,  3.06it/s]
 27%|██▋       | 2705/10000 [50:16<37:40,  3.23it/s]
 27%|██▋       | 2706/10000 [50:18<1:41:24,  1.20it/s]
 27%|██▋       | 2707/10000 [50:20<2:21:02,  1.16s/it]
 27%|██▋       | 2708/10000 [50:22<2:44:12,  1.35s/it]
 27%|██▋       | 2709/10000 [50:23<2:56:45,  1.45s/it]
 27%|██▋       | 2710/10000 [50:25<3:01:47,  1.50s/it]
 27%|██▋       | 2711/10000 [50:27<3:03:31,  1.51s/it]
 27%|██▋       | 2712/10000 [50:28<3:01:55,  1.50s/it]
 27%|██▋       | 2713/10000 [50:29<2:59:11,  1.48s/it]
 27%|██▋       | 2714/10000 [50:31<2:54:56,  1.44s/it]
 27%|██▋       | 2715/10000 [50:32<2:50:51,  1.41s/it]
 27%|██▋       | 2716/10000 [50:33<2:47:02,  1.38s/it]
 27%|██▋       | 2717/10000 [50:35<2:43:05,  1.34s/it]
 27%|██▋       | 2718/10000 [50:36<2:38:28,  1.31s/it]
 27%|██▋       | 2719/10000 [50:37<2:33:57,  1.27s/it]
 27%|██▋       | 2720/10000 [50:38<2:28:27,  1.22s/it]
 27%|██▋       | 2721/10000 [50:39<2:23:43,  1.18s/it]
 27%|██▋       | 2722/10000 [50:40<2:19:39,  1.15s/it]
 27%|██▋       | 2723/10000 [50:41<2:15:47,  1.12s/it]
 27%|██▋       | 2724/10000 [50:42<2:12:09,  1.09s/it]
 27%|██▋       | 2725/10000 [50:43<2:08:21,  1.06s/it]
 27%|██▋       | 2726/10000 [50:44<2:04:35,  1.03s/it]
 27%|██▋       | 2727/10000 [50:45<2:01:13,  1.00s/it]
 27%|██▋       | 2728/10000 [50:46<1:58:09,  1.03it/s]
 27%|██▋       | 2729/10000 [50:47<1:55:03,  1.05it/s]
 27%|██▋       | 2730/10000 [50:48<1:52:20,  1.08it/s]
 27%|██▋       | 2731/10000 [50:49<1:48:57,  1.11it/s]
 27%|██▋       | 2732/10000 [50:50<1:46:21,  1.14it/s]
 27%|██▋       | 2733/10000 [50:50<1:43:49,  1.17it/s]
 27%|██▋       | 2734/10000 [50:51<1:41:27,  1.19it/s]
 27%|██▋       | 2735/10000 [50:52<1:38:52,  1.22it/s]
 27%|██▋       | 2736/10000 [50:53<1:36:43,  1.25it/s]
 27%|██▋       | 2737/10000 [50:53<1:34:18,  1.28it/s]
 27%|██▋       | 2738/10000 [50:54<1:31:40,  1.32it/s]
 27%|██▋       | 2739/10000 [50:55<1:28:53,  1.36it/s]
 27%|██▋       | 2740/10000 [50:56<1:25:59,  1.41it/s]
 27%|██▋       | 2741/10000 [50:56<1:23:32,  1.45it/s]
 27%|██▋       | 2742/10000 [50:57<1:20:48,  1.50it/s]
 27%|██▋       | 2743/10000 [50:57<1:18:59,  1.53it/s]
 27%|██▋       | 2744/10000 [50:58<1:15:28,  1.60it/s]
 27%|██▋       | 2745/10000 [50:59<1:12:04,  1.68it/s]
 27%|██▋       | 2746/10000 [50:59<1:08:33,  1.76it/s]
 27%|██▋       | 2747/10000 [50:59<1:04:58,  1.86it/s]
 27%|██▋       | 2748/10000 [51:00<1:01:08,  1.98it/s]
 27%|██▋       | 2749/10000 [51:00<57:28,  2.10it/s]  
 28%|██▊       | 2750/10000 [51:01<53:53,  2.24it/s]
 28%|██▊       | 2751/10000 [51:01<50:24,  2.40it/s]
 28%|██▊       | 2752/10000 [51:01<46:08,  2.62it/s]
 28%|██▊       | 2753/10000 [51:02<42:20,  2.85it/s]
 28%|██▊       | 2754/10000 [51:02<39:27,  3.06it/s]
 28%|██▊       | 2755/10000 [51:02<37:29,  3.22it/s]
 28%|██▊       | 2756/10000 [51:04<1:40:49,  1.20it/s]
 28%|██▊       | 2757/10000 [51:06<2:18:16,  1.15s/it]
 28%|██▊       | 2758/10000 [51:08<2:40:09,  1.33s/it]
 28%|██▊       | 2759/10000 [51:10<2:53:52,  1.44s/it]
 28%|██▊       | 2760/10000 [51:11<3:00:10,  1.49s/it]
 28%|██▊       | 2761/10000 [51:13<3:02:58,  1.52s/it]
 28%|██▊       | 2762/10000 [51:14<3:03:10,  1.52s/it]
 28%|██▊       | 2763/10000 [51:16<3:01:06,  1.50s/it]
 28%|██▊       | 2764/10000 [51:17<2:58:05,  1.48s/it]
 28%|██▊       | 2765/10000 [51:18<2:54:00,  1.44s/it]
 28%|██▊       | 2766/10000 [51:20<2:48:59,  1.40s/it]
 28%|██▊       | 2767/10000 [51:21<2:43:58,  1.36s/it]
 28%|██▊       | 2768/10000 [51:22<2:39:14,  1.32s/it]
 28%|██▊       | 2769/10000 [51:24<2:34:57,  1.29s/it]
 28%|██▊       | 2770/10000 [51:25<2:30:49,  1.25s/it]
 28%|██▊       | 2771/10000 [51:26<2:26:04,  1.21s/it]
 28%|██▊       | 2772/10000 [51:27<2:22:11,  1.18s/it]
 28%|██▊       | 2773/10000 [51:28<2:18:53,  1.15s/it]
 28%|██▊       | 2774/10000 [51:29<2:14:57,  1.12s/it]
 28%|██▊       | 2775/10000 [51:30<2:10:53,  1.09s/it]
 28%|██▊       | 2776/10000 [51:31<2:07:01,  1.05s/it]
 28%|██▊       | 2777/10000 [51:32<2:03:13,  1.02s/it]
 28%|██▊       | 2778/10000 [51:33<1:59:34,  1.01it/s]
 28%|██▊       | 2779/10000 [51:34<1:56:04,  1.04it/s]
 28%|██▊       | 2780/10000 [51:35<1:53:02,  1.06it/s]
 28%|██▊       | 2781/10000 [51:36<1:50:07,  1.09it/s]
 28%|██▊       | 2782/10000 [51:36<1:46:44,  1.13it/s]
 28%|██▊       | 2783/10000 [51:37<1:43:20,  1.16it/s]
 28%|██▊       | 2784/10000 [51:38<1:40:43,  1.19it/s]
 28%|██▊       | 2785/10000 [51:39<1:38:25,  1.22it/s]
 28%|██▊       | 2786/10000 [51:39<1:35:52,  1.25it/s]
 28%|██▊       | 2787/10000 [51:40<1:33:34,  1.28it/s]
 28%|██▊       | 2788/10000 [51:41<1:30:56,  1.32it/s]
 28%|██▊       | 2789/10000 [51:42<1:28:34,  1.36it/s]
 28%|██▊       | 2790/10000 [51:42<1:25:57,  1.40it/s]
 28%|██▊       | 2791/10000 [51:43<1:23:30,  1.44it/s]
 28%|██▊       | 2792/10000 [51:44<1:20:45,  1.49it/s]
 28%|██▊       | 2793/10000 [51:44<1:18:53,  1.52it/s]
 28%|██▊       | 2794/10000 [51:45<1:15:20,  1.59it/s]
 28%|██▊       | 2795/10000 [51:45<1:11:29,  1.68it/s]
 28%|██▊       | 2796/10000 [51:46<1:07:52,  1.77it/s]
 28%|██▊       | 2797/10000 [51:46<1:03:57,  1.88it/s]
 28%|██▊       | 2798/10000 [51:47<1:00:09,  2.00it/s]
 28%|██▊       | 2799/10000 [51:47<56:32,  2.12it/s]  
 28%|██▊       | 2800/10000 [51:47<52:49,  2.27it/s]
 28%|██▊       | 2801/10000 [51:48<48:23,  2.48it/s]
 28%|██▊       | 2802/10000 [51:48<44:18,  2.71it/s]
 28%|██▊       | 2803/10000 [51:48<41:10,  2.91it/s]
 28%|██▊       | 2804/10000 [51:49<38:43,  3.10it/s]
 28%|██▊       | 2805/10000 [51:49<36:54,  3.25it/s]
 28%|██▊       | 2806/10000 [51:51<1:35:31,  1.26it/s]
 28%|██▊       | 2807/10000 [51:52<2:07:58,  1.07s/it]
 28%|██▊       | 2808/10000 [51:54<2:23:50,  1.20s/it]
 28%|██▊       | 2809/10000 [51:55<2:31:06,  1.26s/it]
 28%|██▊       | 2810/10000 [51:57<2:31:39,  1.27s/it]
 28%|██▊       | 2811/10000 [51:58<2:28:26,  1.24s/it]
 28%|██▊       | 2812/10000 [51:59<2:24:13,  1.20s/it]
 28%|██▊       | 2813/10000 [52:00<2:18:17,  1.15s/it]
 28%|██▊       | 2814/10000 [52:01<2:11:17,  1.10s/it]
 28%|██▊       | 2815/10000 [52:02<2:04:27,  1.04s/it]
 28%|██▊       | 2816/10000 [52:03<1:58:11,  1.01it/s]
 28%|██▊       | 2817/10000 [52:04<1:51:45,  1.07it/s]
 28%|██▊       | 2818/10000 [52:04<1:45:01,  1.14it/s]
 28%|██▊       | 2819/10000 [52:05<1:38:31,  1.21it/s]
 28%|██▊       | 2820/10000 [52:06<1:31:56,  1.30it/s]
 28%|██▊       | 2821/10000 [52:06<1:25:43,  1.40it/s]
 28%|██▊       | 2822/10000 [52:07<1:17:49,  1.54it/s]
 28%|██▊       | 2823/10000 [52:07<1:09:04,  1.73it/s]
 28%|██▊       | 2824/10000 [52:07<59:06,  2.02it/s]  
 28%|██▊       | 2825/10000 [52:08<50:58,  2.35it/s]
 28%|██▊       | 2826/10000 [52:08<42:45,  2.80it/s]
 28%|██▊       | 2827/10000 [52:10<1:41:52,  1.17it/s]
 28%|██▊       | 2828/10000 [52:12<2:16:41,  1.14s/it]
 28%|██▊       | 2829/10000 [52:13<2:37:18,  1.32s/it]
 28%|██▊       | 2830/10000 [52:15<2:47:38,  1.40s/it]
 28%|██▊       | 2831/10000 [52:17<2:53:11,  1.45s/it]
 28%|██▊       | 2832/10000 [52:18<2:54:46,  1.46s/it]
 28%|██▊       | 2833/10000 [52:20<2:54:36,  1.46s/it]
 28%|██▊       | 2834/10000 [52:21<2:53:00,  1.45s/it]
 28%|██▊       | 2835/10000 [52:22<2:49:49,  1.42s/it]
 28%|██▊       | 2836/10000 [52:24<2:46:41,  1.40s/it]
 28%|██▊       | 2837/10000 [52:25<2:42:48,  1.36s/it]
 28%|██▊       | 2838/10000 [52:26<2:38:55,  1.33s/it]
 28%|██▊       | 2839/10000 [52:27<2:35:19,  1.30s/it]
 28%|██▊       | 2840/10000 [52:29<2:32:24,  1.28s/it]
 28%|██▊       | 2841/10000 [52:30<2:28:47,  1.25s/it]
 28%|██▊       | 2842/10000 [52:31<2:23:44,  1.20s/it]
 28%|██▊       | 2843/10000 [52:32<2:19:51,  1.17s/it]
 28%|██▊       | 2844/10000 [52:33<2:16:57,  1.15s/it]
 28%|██▊       | 2845/10000 [52:34<2:13:12,  1.12s/it]
 28%|██▊       | 2846/10000 [52:35<2:08:58,  1.08s/it]
 28%|██▊       | 2847/10000 [52:36<2:04:52,  1.05s/it]
 28%|██▊       | 2848/10000 [52:37<2:01:14,  1.02s/it]
 28%|██▊       | 2849/10000 [52:38<1:58:02,  1.01it/s]
 28%|██▊       | 2850/10000 [52:39<1:54:52,  1.04it/s]
 29%|██▊       | 2851/10000 [52:40<1:51:55,  1.06it/s]
 29%|██▊       | 2852/10000 [52:41<1:48:27,  1.10it/s]
 29%|██▊       | 2853/10000 [52:41<1:45:26,  1.13it/s]
 29%|██▊       | 2854/10000 [52:42<1:42:36,  1.16it/s]
 29%|██▊       | 2855/10000 [52:43<1:40:14,  1.19it/s]
 29%|██▊       | 2856/10000 [52:44<1:37:47,  1.22it/s]
 29%|██▊       | 2857/10000 [52:45<1:35:04,  1.25it/s]
 29%|██▊       | 2858/10000 [52:45<1:32:12,  1.29it/s]
 29%|██▊       | 2859/10000 [52:46<1:29:37,  1.33it/s]
 29%|██▊       | 2860/10000 [52:47<1:27:15,  1.36it/s]
 29%|██▊       | 2861/10000 [52:47<1:24:32,  1.41it/s]
 29%|██▊       | 2862/10000 [52:48<1:21:28,  1.46it/s]
 29%|██▊       | 2863/10000 [52:49<1:19:08,  1.50it/s]
 29%|██▊       | 2864/10000 [52:49<1:15:13,  1.58it/s]
 29%|██▊       | 2865/10000 [52:50<1:11:30,  1.66it/s]
 29%|██▊       | 2866/10000 [52:50<1:08:06,  1.75it/s]
 29%|██▊       | 2867/10000 [52:51<1:04:46,  1.84it/s]
 29%|██▊       | 2868/10000 [52:51<1:01:18,  1.94it/s]
 29%|██▊       | 2869/10000 [52:52<58:11,  2.04it/s]  
 29%|██▊       | 2870/10000 [52:52<54:40,  2.17it/s]
 29%|██▊       | 2871/10000 [52:52<50:59,  2.33it/s]
 29%|██▊       | 2872/10000 [52:53<46:44,  2.54it/s]
 29%|██▊       | 2873/10000 [52:53<42:54,  2.77it/s]
 29%|██▊       | 2874/10000 [52:53<40:31,  2.93it/s]
 29%|██▉       | 2875/10000 [52:53<38:16,  3.10it/s]
 29%|██▉       | 2876/10000 [52:54<36:40,  3.24it/s]
 29%|██▉       | 2877/10000 [52:56<1:36:28,  1.23it/s]
 29%|██▉       | 2878/10000 [52:57<2:10:34,  1.10s/it]
 29%|██▉       | 2879/10000 [52:59<2:30:58,  1.27s/it]
 29%|██▉       | 2880/10000 [53:01<2:40:47,  1.35s/it]
 29%|██▉       | 2881/10000 [53:02<2:45:25,  1.39s/it]
 29%|██▉       | 2882/10000 [53:04<2:46:35,  1.40s/it]
 29%|██▉       | 2883/10000 [53:05<2:44:51,  1.39s/it]
 29%|██▉       | 2884/10000 [53:06<2:41:58,  1.37s/it]
 29%|██▉       | 2885/10000 [53:08<2:39:12,  1.34s/it]
 29%|██▉       | 2886/10000 [53:09<2:36:24,  1.32s/it]
 29%|██▉       | 2887/10000 [53:10<2:32:55,  1.29s/it]
 29%|██▉       | 2888/10000 [53:11<2:29:36,  1.26s/it]
 29%|██▉       | 2889/10000 [53:12<2:26:14,  1.23s/it]
 29%|██▉       | 2890/10000 [53:14<2:22:30,  1.20s/it]
 29%|██▉       | 2891/10000 [53:15<2:18:47,  1.17s/it]
 29%|██▉       | 2892/10000 [53:16<2:15:01,  1.14s/it]
 29%|██▉       | 2893/10000 [53:17<2:11:24,  1.11s/it]
 29%|██▉       | 2894/10000 [53:18<2:07:17,  1.07s/it]
 29%|██▉       | 2895/10000 [53:19<2:04:09,  1.05s/it]
 29%|██▉       | 2896/10000 [53:20<2:01:01,  1.02s/it]
 29%|██▉       | 2897/10000 [53:21<1:58:03,  1.00it/s]
 29%|██▉       | 2898/10000 [53:22<1:54:53,  1.03it/s]
 29%|██▉       | 2899/10000 [53:22<1:52:08,  1.06it/s]
 29%|██▉       | 2900/10000 [53:23<1:49:45,  1.08it/s]
 29%|██▉       | 2901/10000 [53:24<1:46:31,  1.11it/s]
 29%|██▉       | 2902/10000 [53:25<1:43:33,  1.14it/s]
 29%|██▉       | 2903/10000 [53:26<1:40:46,  1.17it/s]
 29%|██▉       | 2904/10000 [53:27<1:38:20,  1.20it/s]
 29%|██▉       | 2905/10000 [53:27<1:35:43,  1.24it/s]
 29%|██▉       | 2906/10000 [53:28<1:33:31,  1.26it/s]
 29%|██▉       | 2907/10000 [53:29<1:30:47,  1.30it/s]
 29%|██▉       | 2908/10000 [53:29<1:27:55,  1.34it/s]
 29%|██▉       | 2909/10000 [53:30<1:25:21,  1.38it/s]
 29%|██▉       | 2910/10000 [53:31<1:22:22,  1.43it/s]
 29%|██▉       | 2911/10000 [53:31<1:19:55,  1.48it/s]
 29%|██▉       | 2912/10000 [53:32<1:18:06,  1.51it/s]
 29%|██▉       | 2913/10000 [53:33<1:15:18,  1.57it/s]
 29%|██▉       | 2914/10000 [53:33<1:12:29,  1.63it/s]
 29%|██▉       | 2915/10000 [53:34<1:09:16,  1.70it/s]
 29%|██▉       | 2916/10000 [53:34<1:05:55,  1.79it/s]
 29%|██▉       | 2917/10000 [53:35<1:02:46,  1.88it/s]
 29%|██▉       | 2918/10000 [53:35<59:01,  2.00it/s]  
 29%|██▉       | 2919/10000 [53:35<55:30,  2.13it/s]
 29%|██▉       | 2920/10000 [53:36<52:07,  2.26it/s]
 29%|██▉       | 2921/10000 [53:36<49:06,  2.40it/s]
 29%|██▉       | 2922/10000 [53:37<45:28,  2.59it/s]
 29%|██▉       | 2923/10000 [53:37<42:11,  2.80it/s]
 29%|██▉       | 2924/10000 [53:37<39:08,  3.01it/s]
 29%|██▉       | 2925/10000 [53:37<36:55,  3.19it/s]
 29%|██▉       | 2926/10000 [53:38<35:08,  3.36it/s]
 29%|██▉       | 2927/10000 [53:40<1:36:04,  1.23it/s]
 29%|██▉       | 2928/10000 [53:41<2:12:49,  1.13s/it]
 29%|██▉       | 2929/10000 [53:43<2:34:23,  1.31s/it]
 29%|██▉       | 2930/10000 [53:45<2:45:16,  1.40s/it]
 29%|██▉       | 2931/10000 [53:46<2:50:21,  1.45s/it]
 29%|██▉       | 2932/10000 [53:48<2:52:16,  1.46s/it]
 29%|██▉       | 2933/10000 [53:49<2:52:09,  1.46s/it]
 29%|██▉       | 2934/10000 [53:51<2:50:15,  1.45s/it]
 29%|██▉       | 2935/10000 [53:52<2:46:55,  1.42s/it]
 29%|██▉       | 2936/10000 [53:53<2:43:28,  1.39s/it]
 29%|██▉       | 2937/10000 [53:55<2:39:11,  1.35s/it]
 29%|██▉       | 2938/10000 [53:56<2:34:23,  1.31s/it]
 29%|██▉       | 2939/10000 [53:57<2:30:16,  1.28s/it]
 29%|██▉       | 2940/10000 [53:58<2:26:13,  1.24s/it]
 29%|██▉       | 2941/10000 [53:59<2:21:09,  1.20s/it]
 29%|██▉       | 2942/10000 [54:00<2:16:42,  1.16s/it]
 29%|██▉       | 2943/10000 [54:02<2:12:53,  1.13s/it]
 29%|██▉       | 2944/10000 [54:03<2:09:08,  1.10s/it]
 29%|██▉       | 2945/10000 [54:04<2:05:53,  1.07s/it]
 29%|██▉       | 2946/10000 [54:05<2:02:15,  1.04s/it]
 29%|██▉       | 2947/10000 [54:05<1:58:28,  1.01s/it]
 29%|██▉       | 2948/10000 [54:06<1:55:07,  1.02it/s]
 29%|██▉       | 2949/10000 [54:07<1:52:00,  1.05it/s]
 30%|██▉       | 2950/10000 [54:08<1:48:49,  1.08it/s]
 30%|██▉       | 2951/10000 [54:09<1:45:11,  1.12it/s]
 30%|██▉       | 2952/10000 [54:10<1:41:52,  1.15it/s]
 30%|██▉       | 2953/10000 [54:11<1:39:04,  1.19it/s]
 30%|██▉       | 2954/10000 [54:11<1:36:34,  1.22it/s]
 30%|██▉       | 2955/10000 [54:12<1:34:25,  1.24it/s]
 30%|██▉       | 2956/10000 [54:13<1:32:16,  1.27it/s]
 30%|██▉       | 2957/10000 [54:14<1:30:31,  1.30it/s]
 30%|██▉       | 2958/10000 [54:14<1:28:19,  1.33it/s]
 30%|██▉       | 2959/10000 [54:15<1:25:50,  1.37it/s]
 30%|██▉       | 2960/10000 [54:16<1:23:26,  1.41it/s]
 30%|██▉       | 2961/10000 [54:16<1:21:11,  1.44it/s]
 30%|██▉       | 2962/10000 [54:17<1:18:42,  1.49it/s]
 30%|██▉       | 2963/10000 [54:17<1:16:56,  1.52it/s]
 30%|██▉       | 2964/10000 [54:18<1:13:50,  1.59it/s]
 30%|██▉       | 2965/10000 [54:19<1:10:49,  1.66it/s]
 30%|██▉       | 2966/10000 [54:19<1:07:35,  1.73it/s]
 30%|██▉       | 2967/10000 [54:20<1:04:38,  1.81it/s]
 30%|██▉       | 2968/10000 [54:20<1:01:25,  1.91it/s]
 30%|██▉       | 2969/10000 [54:20<58:21,  2.01it/s]  
 30%|██▉       | 2970/10000 [54:21<54:50,  2.14it/s]
 30%|██▉       | 2971/10000 [54:21<51:18,  2.28it/s]
 30%|██▉       | 2972/10000 [54:22<47:11,  2.48it/s]
 30%|██▉       | 2973/10000 [54:22<43:24,  2.70it/s]
 30%|██▉       | 2974/10000 [54:22<40:21,  2.90it/s]
 30%|██▉       | 2975/10000 [54:22<37:49,  3.09it/s]
 30%|██▉       | 2976/10000 [54:23<35:57,  3.26it/s]
 30%|██▉       | 2977/10000 [54:25<1:36:37,  1.21it/s]
 30%|██▉       | 2978/10000 [54:27<2:11:40,  1.13s/it]
 30%|██▉       | 2979/10000 [54:28<2:32:32,  1.30s/it]
 30%|██▉       | 2980/10000 [54:30<2:42:56,  1.39s/it]
 30%|██▉       | 2981/10000 [54:31<2:48:24,  1.44s/it]
 30%|██▉       | 2982/10000 [54:33<2:50:18,  1.46s/it]
 30%|██▉       | 2983/10000 [54:34<2:50:00,  1.45s/it]
 30%|██▉       | 2984/10000 [54:36<2:47:27,  1.43s/it]
 30%|██▉       | 2985/10000 [54:37<2:44:30,  1.41s/it]
 30%|██▉       | 2986/10000 [54:38<2:40:57,  1.38s/it]
 30%|██▉       | 2987/10000 [54:40<2:37:06,  1.34s/it]
 30%|██▉       | 2988/10000 [54:41<2:32:43,  1.31s/it]
 30%|██▉       | 2989/10000 [54:42<2:28:50,  1.27s/it]
 30%|██▉       | 2990/10000 [54:43<2:25:30,  1.25s/it]
 30%|██▉       | 2991/10000 [54:44<2:20:53,  1.21s/it]
 30%|██▉       | 2992/10000 [54:46<2:17:21,  1.18s/it]
 30%|██▉       | 2993/10000 [54:47<2:13:56,  1.15s/it]
 30%|██▉       | 2994/10000 [54:48<2:10:07,  1.11s/it]
 30%|██▉       | 2995/10000 [54:49<2:06:49,  1.09s/it]
 30%|██▉       | 2996/10000 [54:50<2:03:28,  1.06s/it]
 30%|██▉       | 2997/10000 [54:51<1:59:55,  1.03s/it]
 30%|██▉       | 2998/10000 [54:52<1:56:07,  1.01it/s]
 30%|██▉       | 2999/10000 [54:52<1:52:30,  1.04it/s]
 30%|███       | 3000/10000 [54:53<1:49:36,  1.06it/s]
                                                      

 30%|███       | 3000/10000 [54:53<1:49:36,  1.06it/s]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 = 2822
  Batch size = 12
{'eval_loss': 0.7338947057723999, 'eval_wer': 0.29633781763826605, 'eval_runtime': 83.1453, 'eval_samples_per_second': 33.941, 'eval_steps_per_second': 2.838, 'epoch': 5.31}
{'loss': 0.5901, 'learning_rate': 7.780000000000001e-05, 'epoch': 6.37}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:40,  5.81it/s]

  1%|▏         | 3/236 [00:00<01:05,  3.55it/s]

  2%|▏         | 4/236 [00:01<01:06,  3.50it/s]

  2%|▏         | 5/236 [00:01<01:09,  3.35it/s]

  3%|▎         | 6/236 [00:01<01:10,  3.26it/s]

  3%|▎         | 7/236 [00:02<01:13,  3.11it/s]

  3%|▎         | 8/236 [00:02<01:14,  3.05it/s]

  4%|▍         | 9/236 [00:02<01:10,  3.20it/s]

  4%|▍         | 10/236 [00:03<01:14,  3.05it/s]

  5%|▍         | 11/236 [00:03<01:18,  2.86it/s]

  5%|▌         | 12/236 [00:03<01:14,  3.00it/s]

  6%|▌         | 13/236 [00:04<01:16,  2.92it/s]

  6%|▌         | 14/236 [00:04<01:18,  2.82it/s]

  6%|▋         | 15/236 [00:04<01:17,  2.87it/s]

  7%|▋         | 16/236 [00:05<01:20,  2.74it/s]

  7%|▋         | 17/236 [00:05<01:19,  2.75it/s]

  8%|▊         | 18/236 [00:05<01:20,  2.70it/s]

  8%|▊         | 19/236 [00:06<01:16,  2.82it/s]

  8%|▊         | 20/236 [00:06<01:22,  2.63it/s]

  9%|▉         | 21/236 [00:07<01:19,  2.69it/s]

  9%|▉         | 22/236 [00:07<01:19,  2.69it/s]

 10%|▉         | 23/236 [00:07<01:16,  2.80it/s]

 10%|█         | 24/236 [00:08<01:12,  2.93it/s]

 11%|█         | 25/236 [00:08<01:06,  3.17it/s]

 11%|█         | 26/236 [00:08<01:11,  2.95it/s]

 11%|█▏        | 27/236 [00:09<01:07,  3.11it/s]

 12%|█▏        | 28/236 [00:09<01:06,  3.13it/s]

 12%|█▏        | 29/236 [00:09<01:05,  3.16it/s]

 13%|█▎        | 30/236 [00:09<01:04,  3.20it/s]

 13%|█▎        | 31/236 [00:10<01:08,  3.01it/s]

 14%|█▎        | 32/236 [00:10<01:14,  2.74it/s]

 14%|█▍        | 33/236 [00:11<01:15,  2.68it/s]

 14%|█▍        | 34/236 [00:11<01:12,  2.77it/s]

 15%|█▍        | 35/236 [00:11<01:11,  2.82it/s]

 15%|█▌        | 36/236 [00:12<01:11,  2.81it/s]

 16%|█▌        | 37/236 [00:12<01:11,  2.77it/s]

 16%|█▌        | 38/236 [00:12<01:07,  2.95it/s]

 17%|█▋        | 39/236 [00:13<01:11,  2.74it/s]

 17%|█▋        | 40/236 [00:13<01:15,  2.61it/s]

 17%|█▋        | 41/236 [00:14<01:15,  2.58it/s]

 18%|█▊        | 42/236 [00:14<01:18,  2.46it/s]

 18%|█▊        | 43/236 [00:14<01:18,  2.47it/s]

 19%|█▊        | 44/236 [00:15<01:16,  2.51it/s]

 19%|█▉        | 45/236 [00:15<01:12,  2.65it/s]

 19%|█▉        | 46/236 [00:16<01:12,  2.61it/s]

 20%|█▉        | 47/236 [00:16<01:14,  2.53it/s]

 20%|██        | 48/236 [00:16<01:09,  2.69it/s]

 21%|██        | 49/236 [00:17<01:16,  2.45it/s]

 21%|██        | 50/236 [00:17<01:14,  2.49it/s]

 22%|██▏       | 51/236 [00:18<01:10,  2.61it/s]

 22%|██▏       | 52/236 [00:18<01:08,  2.68it/s]

 22%|██▏       | 53/236 [00:18<01:13,  2.48it/s]

 23%|██▎       | 54/236 [00:19<01:10,  2.57it/s]

 23%|██▎       | 55/236 [00:19<01:07,  2.69it/s]

 24%|██▎       | 56/236 [00:19<01:08,  2.64it/s]

 24%|██▍       | 57/236 [00:20<01:08,  2.63it/s]

 25%|██▍       | 58/236 [00:20<01:05,  2.71it/s]

 25%|██▌       | 59/236 [00:21<01:04,  2.74it/s]

 25%|██▌       | 60/236 [00:21<01:05,  2.68it/s]

 26%|██▌       | 61/236 [00:21<01:02,  2.78it/s]

 26%|██▋       | 62/236 [00:22<01:00,  2.89it/s]

 27%|██▋       | 63/236 [00:22<01:02,  2.78it/s]

 27%|██▋       | 64/236 [00:22<01:03,  2.71it/s]

 28%|██▊       | 65/236 [00:23<01:03,  2.67it/s]

 28%|██▊       | 66/236 [00:23<00:59,  2.85it/s]

 28%|██▊       | 67/236 [00:23<00:56,  3.01it/s]

 29%|██▉       | 68/236 [00:24<00:54,  3.10it/s]

 29%|██▉       | 69/236 [00:24<00:51,  3.21it/s]

 30%|██▉       | 70/236 [00:24<00:49,  3.34it/s]

 30%|███       | 71/236 [00:25<00:53,  3.09it/s]

 31%|███       | 72/236 [00:25<00:53,  3.05it/s]

 31%|███       | 73/236 [00:25<00:59,  2.75it/s]

 31%|███▏      | 74/236 [00:26<01:01,  2.64it/s]

 32%|███▏      | 75/236 [00:26<01:00,  2.67it/s]

 32%|███▏      | 76/236 [00:26<01:00,  2.66it/s]

 33%|███▎      | 77/236 [00:27<00:58,  2.70it/s]

 33%|███▎      | 78/236 [00:27<00:54,  2.92it/s]

 33%|███▎      | 79/236 [00:28<00:56,  2.77it/s]

 34%|███▍      | 80/236 [00:28<00:56,  2.75it/s]

 34%|███▍      | 81/236 [00:28<00:56,  2.74it/s]

 35%|███▍      | 82/236 [00:29<00:56,  2.74it/s]

 35%|███▌      | 83/236 [00:29<00:51,  2.96it/s]

 36%|███▌      | 84/236 [00:29<00:48,  3.11it/s]

 36%|███▌      | 85/236 [00:29<00:46,  3.23it/s]

 36%|███▋      | 86/236 [00:30<00:44,  3.38it/s]

 37%|███▋      | 87/236 [00:30<00:46,  3.23it/s]

 37%|███▋      | 88/236 [00:30<00:45,  3.24it/s]

 38%|███▊      | 89/236 [00:31<00:48,  3.06it/s]

 38%|███▊      | 90/236 [00:31<00:48,  3.00it/s]

 39%|███▊      | 91/236 [00:32<00:51,  2.79it/s]

 39%|███▉      | 92/236 [00:32<00:48,  2.98it/s]

 39%|███▉      | 93/236 [00:32<00:45,  3.13it/s]

 40%|███▉      | 94/236 [00:32<00:43,  3.26it/s]

 40%|████      | 95/236 [00:33<00:46,  3.04it/s]

 41%|████      | 96/236 [00:33<00:45,  3.10it/s]

 41%|████      | 97/236 [00:33<00:42,  3.25it/s]

 42%|████▏     | 98/236 [00:34<00:44,  3.14it/s]

 42%|████▏     | 99/236 [00:34<00:48,  2.82it/s]

 42%|████▏     | 100/236 [00:34<00:48,  2.80it/s]

 43%|████▎     | 101/236 [00:35<00:49,  2.72it/s]

 43%|████▎     | 102/236 [00:35<00:46,  2.86it/s]

 44%|████▎     | 103/236 [00:35<00:44,  2.96it/s]

 44%|████▍     | 104/236 [00:36<00:47,  2.79it/s]

 44%|████▍     | 105/236 [00:36<00:43,  2.99it/s]

 45%|████▍     | 106/236 [00:36<00:43,  2.96it/s]

 45%|████▌     | 107/236 [00:37<00:43,  2.95it/s]

 46%|████▌     | 108/236 [00:37<00:47,  2.68it/s]

 46%|████▌     | 109/236 [00:38<00:48,  2.62it/s]

 47%|████▋     | 110/236 [00:38<00:44,  2.84it/s]

 47%|████▋     | 111/236 [00:38<00:41,  3.01it/s]

 47%|████▋     | 112/236 [00:39<00:42,  2.93it/s]

 48%|████▊     | 113/236 [00:39<00:42,  2.92it/s]

 48%|████▊     | 114/236 [00:39<00:42,  2.86it/s]

 49%|████▊     | 115/236 [00:40<00:40,  2.98it/s]

 49%|████▉     | 116/236 [00:40<00:39,  3.03it/s]

 50%|████▉     | 117/236 [00:40<00:40,  2.91it/s]

 50%|█████     | 118/236 [00:41<00:39,  3.01it/s]

 50%|█████     | 119/236 [00:41<00:38,  3.04it/s]

 51%|█████     | 120/236 [00:41<00:37,  3.13it/s]

 51%|█████▏    | 121/236 [00:42<00:38,  3.02it/s]

 52%|█████▏    | 122/236 [00:42<00:39,  2.86it/s]

 52%|█████▏    | 123/236 [00:42<00:38,  2.97it/s]

 53%|█████▎    | 124/236 [00:43<00:37,  2.96it/s]

 53%|█████▎    | 125/236 [00:43<00:37,  2.99it/s]

 53%|█████▎    | 126/236 [00:43<00:35,  3.07it/s]

 54%|█████▍    | 127/236 [00:44<00:37,  2.94it/s]

 54%|█████▍    | 128/236 [00:44<00:37,  2.86it/s]

 55%|█████▍    | 129/236 [00:44<00:34,  3.08it/s]

 55%|█████▌    | 130/236 [00:45<00:33,  3.19it/s]

 56%|█████▌    | 131/236 [00:45<00:33,  3.10it/s]

 56%|█████▌    | 132/236 [00:45<00:32,  3.24it/s]

 56%|█████▋    | 133/236 [00:46<00:34,  2.97it/s]

 57%|█████▋    | 134/236 [00:46<00:34,  2.93it/s]

 57%|█████▋    | 135/236 [00:46<00:33,  3.03it/s]

 58%|█████▊    | 136/236 [00:47<00:35,  2.85it/s]

 58%|█████▊    | 137/236 [00:47<00:34,  2.84it/s]

 58%|█████▊    | 138/236 [00:47<00:35,  2.75it/s]

 59%|█████▉    | 139/236 [00:48<00:32,  2.95it/s]

 59%|█████▉    | 140/236 [00:48<00:31,  3.07it/s]

 60%|█████▉    | 141/236 [00:48<00:32,  2.93it/s]

 60%|██████    | 142/236 [00:49<00:33,  2.84it/s]

 61%|██████    | 143/236 [00:49<00:35,  2.62it/s]

 61%|██████    | 144/236 [00:50<00:33,  2.71it/s]

 61%|██████▏   | 145/236 [00:50<00:34,  2.66it/s]

 62%|██████▏   | 146/236 [00:50<00:32,  2.75it/s]

 62%|██████▏   | 147/236 [00:51<00:32,  2.73it/s]

 63%|██████▎   | 148/236 [00:51<00:31,  2.76it/s]

 63%|██████▎   | 149/236 [00:51<00:30,  2.87it/s]

 64%|██████▎   | 150/236 [00:52<00:28,  3.05it/s]

 64%|██████▍   | 151/236 [00:52<00:29,  2.92it/s]

 64%|██████▍   | 152/236 [00:52<00:27,  3.01it/s]

 65%|██████▍   | 153/236 [00:53<00:27,  2.98it/s]

 65%|██████▌   | 154/236 [00:53<00:28,  2.93it/s]

 66%|██████▌   | 155/236 [00:53<00:27,  2.94it/s]

 66%|██████▌   | 156/236 [00:54<00:29,  2.68it/s]

 67%|██████▋   | 157/236 [00:54<00:31,  2.53it/s]

 67%|██████▋   | 158/236 [00:55<00:30,  2.57it/s]

 67%|██████▋   | 159/236 [00:55<00:27,  2.80it/s]

 68%|██████▊   | 160/236 [00:55<00:27,  2.79it/s]

 68%|██████▊   | 161/236 [00:56<00:26,  2.82it/s]

 69%|██████▊   | 162/236 [00:56<00:24,  3.01it/s]

 69%|██████▉   | 163/236 [00:56<00:23,  3.07it/s]

 69%|██████▉   | 164/236 [00:56<00:21,  3.28it/s]

 70%|██████▉   | 165/236 [00:57<00:20,  3.39it/s]

 70%|███████   | 166/236 [00:57<00:21,  3.32it/s]

 71%|███████   | 167/236 [00:57<00:22,  3.12it/s]

 71%|███████   | 168/236 [00:58<00:21,  3.10it/s]

 72%|███████▏  | 169/236 [00:58<00:21,  3.05it/s]

 72%|███████▏  | 170/236 [00:59<00:24,  2.66it/s]

 72%|███████▏  | 171/236 [00:59<00:22,  2.91it/s]

 73%|███████▎  | 172/236 [00:59<00:21,  2.96it/s]

 73%|███████▎  | 173/236 [01:00<00:22,  2.78it/s]

 74%|███████▎  | 174/236 [01:00<00:23,  2.61it/s]

 74%|███████▍  | 175/236 [01:00<00:22,  2.70it/s]

 75%|███████▍  | 176/236 [01:01<00:21,  2.74it/s]

 75%|███████▌  | 177/236 [01:01<00:19,  3.02it/s]

 75%|███████▌  | 178/236 [01:01<00:19,  2.94it/s]

 76%|███████▌  | 179/236 [01:02<00:19,  2.87it/s]

 76%|███████▋  | 180/236 [01:02<00:19,  2.94it/s]

 77%|███████▋  | 181/236 [01:02<00:19,  2.76it/s]

 77%|███████▋  | 182/236 [01:03<00:19,  2.72it/s]

 78%|███████▊  | 183/236 [01:03<00:18,  2.93it/s]

 78%|███████▊  | 184/236 [01:03<00:18,  2.86it/s]

 78%|███████▊  | 185/236 [01:04<00:17,  2.89it/s]

 79%|███████▉  | 186/236 [01:04<00:17,  2.78it/s]

 79%|███████▉  | 187/236 [01:04<00:17,  2.85it/s]

 80%|███████▉  | 188/236 [01:05<00:16,  2.84it/s]

 80%|████████  | 189/236 [01:05<00:16,  2.89it/s]

 81%|████████  | 190/236 [01:06<00:17,  2.62it/s]

 81%|████████  | 191/236 [01:06<00:16,  2.74it/s]

 81%|████████▏ | 192/236 [01:06<00:14,  3.06it/s]

 82%|████████▏ | 193/236 [01:07<00:14,  2.88it/s]

 82%|████████▏ | 194/236 [01:07<00:15,  2.67it/s]

 83%|████████▎ | 195/236 [01:07<00:13,  3.14it/s]

 83%|████████▎ | 196/236 [01:07<00:12,  3.22it/s]

 83%|████████▎ | 197/236 [01:08<00:12,  3.24it/s]

 84%|████████▍ | 198/236 [01:08<00:12,  2.98it/s]

 84%|████████▍ | 199/236 [01:09<00:12,  2.86it/s]

 85%|████████▍ | 200/236 [01:09<00:12,  2.86it/s]

 85%|████████▌ | 201/236 [01:09<00:13,  2.65it/s]

 86%|████████▌ | 202/236 [01:10<00:13,  2.59it/s]

 86%|████████▌ | 203/236 [01:10<00:11,  2.88it/s]

 86%|████████▋ | 204/236 [01:10<00:10,  2.95it/s]

 87%|████████▋ | 205/236 [01:11<00:10,  2.89it/s]

 87%|████████▋ | 206/236 [01:11<00:09,  3.06it/s]

 88%|████████▊ | 207/236 [01:11<00:08,  3.34it/s]

 88%|████████▊ | 208/236 [01:12<00:09,  3.10it/s]

 89%|████████▊ | 209/236 [01:12<00:09,  2.90it/s]

 89%|████████▉ | 210/236 [01:12<00:09,  2.71it/s]

 89%|████████▉ | 211/236 [01:13<00:09,  2.55it/s]

 90%|████████▉ | 212/236 [01:13<00:08,  2.69it/s]

 90%|█████████ | 213/236 [01:13<00:07,  2.89it/s]

 91%|█████████ | 214/236 [01:14<00:07,  2.91it/s]

 91%|█████████ | 215/236 [01:14<00:07,  2.86it/s]

 92%|█████████▏| 216/236 [01:14<00:06,  3.01it/s]

 92%|█████████▏| 217/236 [01:15<00:06,  2.74it/s]

 92%|█████████▏| 218/236 [01:15<00:05,  3.06it/s]

 93%|█████████▎| 219/236 [01:15<00:05,  3.21it/s]

 93%|█████████▎| 220/236 [01:16<00:05,  2.96it/s]

 94%|█████████▎| 221/236 [01:16<00:05,  2.95it/s]

 94%|█████████▍| 222/236 [01:17<00:05,  2.72it/s]

 94%|█████████▍| 223/236 [01:17<00:04,  2.74it/s]

 95%|█████████▍| 224/236 [01:17<00:04,  2.55it/s]

 95%|█████████▌| 225/236 [01:18<00:04,  2.66it/s]

 96%|█████████▌| 226/236 [01:18<00:03,  2.66it/s]

 96%|█████████▌| 227/236 [01:18<00:03,  2.79it/s]

 97%|█████████▋| 228/236 [01:19<00:02,  2.85it/s]

 97%|█████████▋| 229/236 [01:19<00:02,  2.77it/s]

 97%|█████████▋| 230/236 [01:19<00:02,  2.90it/s]

 98%|█████████▊| 231/236 [01:20<00:01,  2.83it/s]

 98%|█████████▊| 232/236 [01:20<00:01,  2.81it/s]

 99%|█████████▊| 233/236 [01:21<00:01,  2.91it/s]

 99%|█████████▉| 234/236 [01:21<00:00,  3.18it/s]

100%|█████████▉| 235/236 [01:21<00:00,  3.02it/s]
                                                      

                                                 

 30%|███       | 3000/10000 [56:17<1:49:36,  1.06it/s]

100%|██████████| 236/236 [01:23<00:00,  3.02it/s]

                                                 Saving model checkpoint to experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-3000
Configuration saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-3000/config.json
Model weights saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-3000/pytorch_model.bin
Feature extractor saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-3000/preprocessor_config.json
Deleting older checkpoint [experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-2000] due to args.save_total_limit

 30%|███       | 3001/10000 [56:27<55:45:27, 28.68s/it]
 30%|███       | 3002/10000 [56:28<39:30:02, 20.32s/it]
 30%|███       | 3003/10000 [56:28<28:06:51, 14.47s/it]
 30%|███       | 3004/10000 [56:29<20:08:02, 10.36s/it]
 30%|███       | 3005/10000 [56:30<14:32:06,  7.48s/it]
 30%|███       | 3006/10000 [56:31<10:36:29,  5.46s/it]
 30%|███       | 3007/10000 [56:31<7:50:52,  4.04s/it] 
 30%|███       | 3008/10000 [56:32<5:54:11,  3.04s/it]
 30%|███       | 3009/10000 [56:33<4:31:59,  2.33s/it]
 30%|███       | 3010/10000 [56:33<3:33:43,  1.83s/it]
 30%|███       | 3011/10000 [56:34<2:52:07,  1.48s/it]
 30%|███       | 3012/10000 [56:35<2:22:17,  1.22s/it]
 30%|███       | 3013/10000 [56:35<2:01:24,  1.04s/it]
 30%|███       | 3014/10000 [56:36<1:44:24,  1.12it/s]
 30%|███       | 3015/10000 [56:36<1:31:34,  1.27it/s]
 30%|███       | 3016/10000 [56:37<1:21:39,  1.43it/s]
 30%|███       | 3017/10000 [56:37<1:13:50,  1.58it/s]
 30%|███       | 3018/10000 [56:38<1:07:08,  1.73it/s]
 30%|███       | 3019/10000 [56:38<1:01:16,  1.90it/s]
 30%|███       | 3020/10000 [56:39<56:09,  2.07it/s]  
 30%|███       | 3021/10000 [56:39<51:26,  2.26it/s]
 30%|███       | 3022/10000 [56:39<46:36,  2.50it/s]
 30%|███       | 3023/10000 [56:40<43:06,  2.70it/s]
 30%|███       | 3024/10000 [56:40<40:05,  2.90it/s]
 30%|███       | 3025/10000 [56:40<37:57,  3.06it/s]
 30%|███       | 3026/10000 [56:40<36:21,  3.20it/s]
 30%|███       | 3027/10000 [56:42<1:38:58,  1.17it/s]
 30%|███       | 3028/10000 [56:44<2:16:04,  1.17s/it]
 30%|███       | 3029/10000 [56:46<2:37:38,  1.36s/it]
 30%|███       | 3030/10000 [56:48<2:52:05,  1.48s/it]
 30%|███       | 3031/10000 [56:50<2:57:24,  1.53s/it]
 30%|███       | 3032/10000 [56:51<3:03:19,  1.58s/it]
 30%|███       | 3033/10000 [56:53<3:00:17,  1.55s/it]
 30%|███       | 3034/10000 [56:54<2:57:41,  1.53s/it]
 30%|███       | 3035/10000 [56:56<2:51:57,  1.48s/it]
 30%|███       | 3036/10000 [56:57<2:47:44,  1.45s/it]
 30%|███       | 3037/10000 [56:58<2:42:30,  1.40s/it]
 30%|███       | 3038/10000 [57:00<2:38:32,  1.37s/it]
 30%|███       | 3039/10000 [57:01<2:33:46,  1.33s/it]
 30%|███       | 3040/10000 [57:02<2:29:58,  1.29s/it]
 30%|███       | 3041/10000 [57:03<2:29:52,  1.29s/it]
 30%|███       | 3042/10000 [57:04<2:24:33,  1.25s/it]
 30%|███       | 3043/10000 [57:06<2:19:55,  1.21s/it]
 30%|███       | 3044/10000 [57:07<2:16:08,  1.17s/it]
 30%|███       | 3045/10000 [57:08<2:12:05,  1.14s/it]
 30%|███       | 3046/10000 [57:09<2:08:02,  1.10s/it]
 30%|███       | 3047/10000 [57:10<2:03:36,  1.07s/it]
 30%|███       | 3048/10000 [57:11<2:00:11,  1.04s/it]
 30%|███       | 3049/10000 [57:12<1:56:43,  1.01s/it]
 30%|███       | 3050/10000 [57:13<1:53:35,  1.02it/s]
 31%|███       | 3051/10000 [57:13<1:50:48,  1.05it/s]
 31%|███       | 3052/10000 [57:14<1:47:25,  1.08it/s]
 31%|███       | 3053/10000 [57:15<1:43:56,  1.11it/s]
 31%|███       | 3054/10000 [57:16<1:40:54,  1.15it/s]
 31%|███       | 3055/10000 [57:17<1:38:05,  1.18it/s]
 31%|███       | 3056/10000 [57:18<1:35:25,  1.21it/s]
 31%|███       | 3057/10000 [57:18<1:32:33,  1.25it/s]
 31%|███       | 3058/10000 [57:19<1:30:05,  1.28it/s]
 31%|███       | 3059/10000 [57:20<1:27:24,  1.32it/s]
 31%|███       | 3060/10000 [57:20<1:25:17,  1.36it/s]
 31%|███       | 3061/10000 [57:21<1:23:02,  1.39it/s]
 31%|███       | 3062/10000 [57:22<1:20:39,  1.43it/s]
 31%|███       | 3063/10000 [57:22<1:18:25,  1.47it/s]
 31%|███       | 3064/10000 [57:23<1:15:35,  1.53it/s]
 31%|███       | 3065/10000 [57:24<1:12:28,  1.59it/s]
 31%|███       | 3066/10000 [57:24<1:09:04,  1.67it/s]
 31%|███       | 3067/10000 [57:25<1:05:58,  1.75it/s]
 31%|███       | 3068/10000 [57:25<1:03:02,  1.83it/s]
 31%|███       | 3069/10000 [57:25<59:03,  1.96it/s]  
 31%|███       | 3070/10000 [57:26<54:55,  2.10it/s]
 31%|███       | 3071/10000 [57:26<51:05,  2.26it/s]
 31%|███       | 3072/10000 [57:27<47:25,  2.43it/s]
 31%|███       | 3073/10000 [57:27<44:05,  2.62it/s]
 31%|███       | 3074/10000 [57:27<41:21,  2.79it/s]
 31%|███       | 3075/10000 [57:27<39:27,  2.92it/s]
 31%|███       | 3076/10000 [57:28<37:43,  3.06it/s]
 31%|███       | 3077/10000 [57:30<1:38:27,  1.17it/s]
 31%|███       | 3078/10000 [57:32<2:14:47,  1.17s/it]
 31%|███       | 3079/10000 [57:34<2:35:29,  1.35s/it]
 31%|███       | 3080/10000 [57:35<2:46:41,  1.45s/it]
 31%|███       | 3081/10000 [57:37<2:51:37,  1.49s/it]
 31%|███       | 3082/10000 [57:38<2:54:02,  1.51s/it]
 31%|███       | 3083/10000 [57:40<2:53:15,  1.50s/it]
 31%|███       | 3084/10000 [57:41<2:51:18,  1.49s/it]
 31%|███       | 3085/10000 [57:43<2:48:02,  1.46s/it]
 31%|███       | 3086/10000 [57:44<2:43:50,  1.42s/it]
 31%|███       | 3087/10000 [57:45<2:38:43,  1.38s/it]
 31%|███       | 3088/10000 [57:47<2:34:30,  1.34s/it]
 31%|███       | 3089/10000 [57:48<2:30:08,  1.30s/it]
 31%|███       | 3090/10000 [57:49<2:26:27,  1.27s/it]
 31%|███       | 3091/10000 [57:50<2:22:06,  1.23s/it]
 31%|███       | 3092/10000 [57:51<2:18:58,  1.21s/it]
 31%|███       | 3093/10000 [57:52<2:15:36,  1.18s/it]
 31%|███       | 3094/10000 [57:53<2:12:13,  1.15s/it]
 31%|███       | 3095/10000 [57:54<2:08:24,  1.12s/it]
 31%|███       | 3096/10000 [57:55<2:04:21,  1.08s/it]
 31%|███       | 3097/10000 [57:56<2:00:40,  1.05s/it]
 31%|███       | 3098/10000 [57:57<1:57:07,  1.02s/it]
 31%|███       | 3099/10000 [57:58<1:54:00,  1.01it/s]
 31%|███       | 3100/10000 [57:59<1:50:50,  1.04it/s]
 31%|███       | 3101/10000 [58:00<1:48:01,  1.06it/s]
 31%|███       | 3102/10000 [58:01<1:44:46,  1.10it/s]
 31%|███       | 3103/10000 [58:02<1:41:33,  1.13it/s]
 31%|███       | 3104/10000 [58:03<1:38:58,  1.16it/s]
 31%|███       | 3105/10000 [58:03<1:36:29,  1.19it/s]
 31%|███       | 3106/10000 [58:04<1:34:12,  1.22it/s]
 31%|███       | 3107/10000 [58:05<1:32:03,  1.25it/s]
 31%|███       | 3108/10000 [58:06<1:29:27,  1.28it/s]
 31%|███       | 3109/10000 [58:06<1:26:38,  1.33it/s]
 31%|███       | 3110/10000 [58:07<1:24:10,  1.36it/s]
 31%|███       | 3111/10000 [58:08<1:21:31,  1.41it/s]
 31%|███       | 3112/10000 [58:08<1:19:02,  1.45it/s]
 31%|███       | 3113/10000 [58:09<1:17:14,  1.49it/s]
 31%|███       | 3114/10000 [58:10<1:14:11,  1.55it/s]
 31%|███       | 3115/10000 [58:10<1:10:57,  1.62it/s]
 31%|███       | 3116/10000 [58:11<1:08:01,  1.69it/s]
 31%|███       | 3117/10000 [58:11<1:05:15,  1.76it/s]
 31%|███       | 3118/10000 [58:12<1:02:21,  1.84it/s]
 31%|███       | 3119/10000 [58:12<58:43,  1.95it/s]  
 31%|███       | 3120/10000 [58:12<55:10,  2.08it/s]
 31%|███       | 3121/10000 [58:13<51:34,  2.22it/s]
 31%|███       | 3122/10000 [58:13<48:16,  2.37it/s]
 31%|███       | 3123/10000 [58:13<44:28,  2.58it/s]
 31%|███       | 3124/10000 [58:14<41:09,  2.78it/s]
 31%|███▏      | 3125/10000 [58:14<38:40,  2.96it/s]
 31%|███▏      | 3126/10000 [58:14<36:35,  3.13it/s]
 31%|███▏      | 3127/10000 [58:16<1:35:47,  1.20it/s]
 31%|███▏      | 3128/10000 [58:18<2:13:05,  1.16s/it]
 31%|███▏      | 3129/10000 [58:20<2:34:48,  1.35s/it]
 31%|███▏      | 3130/10000 [58:22<2:47:04,  1.46s/it]
 31%|███▏      | 3131/10000 [58:23<2:52:27,  1.51s/it]
 31%|███▏      | 3132/10000 [58:25<2:54:42,  1.53s/it]
 31%|███▏      | 3133/10000 [58:27<2:54:08,  1.52s/it]
 31%|███▏      | 3134/10000 [58:28<2:51:51,  1.50s/it]
 31%|███▏      | 3135/10000 [58:29<2:47:48,  1.47s/it]
 31%|███▏      | 3136/10000 [58:31<2:43:31,  1.43s/it]
 31%|███▏      | 3137/10000 [58:32<2:39:23,  1.39s/it]
 31%|███▏      | 3138/10000 [58:33<2:35:07,  1.36s/it]
 31%|███▏      | 3139/10000 [58:35<2:30:48,  1.32s/it]
 31%|███▏      | 3140/10000 [58:36<2:27:05,  1.29s/it]
 31%|███▏      | 3141/10000 [58:37<2:23:27,  1.25s/it]
 31%|███▏      | 3142/10000 [58:38<2:19:26,  1.22s/it]
 31%|███▏      | 3143/10000 [58:39<2:15:31,  1.19s/it]
 31%|███▏      | 3144/10000 [58:40<2:12:08,  1.16s/it]
 31%|███▏      | 3145/10000 [58:41<2:08:23,  1.12s/it]
 31%|███▏      | 3146/10000 [58:42<2:04:46,  1.09s/it]
 31%|███▏      | 3147/10000 [58:43<2:01:06,  1.06s/it]
 31%|███▏      | 3148/10000 [58:44<1:57:42,  1.03s/it]
 31%|███▏      | 3149/10000 [58:45<1:53:53,  1.00it/s]
 32%|███▏      | 3150/10000 [58:46<1:50:47,  1.03it/s]
 32%|███▏      | 3151/10000 [58:47<1:48:05,  1.06it/s]
 32%|███▏      | 3152/10000 [58:48<1:44:43,  1.09it/s]
 32%|███▏      | 3153/10000 [58:49<1:41:58,  1.12it/s]
 32%|███▏      | 3154/10000 [58:49<1:38:57,  1.15it/s]
 32%|███▏      | 3155/10000 [58:50<1:35:43,  1.19it/s]
 32%|███▏      | 3156/10000 [58:51<1:33:06,  1.23it/s]
 32%|███▏      | 3157/10000 [58:52<1:30:43,  1.26it/s]
 32%|███▏      | 3158/10000 [58:52<1:28:13,  1.29it/s]
 32%|███▏      | 3159/10000 [58:53<1:25:28,  1.33it/s]
 32%|███▏      | 3160/10000 [58:54<1:22:57,  1.37it/s]
 32%|███▏      | 3161/10000 [58:54<1:20:08,  1.42it/s]
 32%|███▏      | 3162/10000 [58:55<1:17:32,  1.47it/s]
 32%|███▏      | 3163/10000 [58:56<1:14:16,  1.53it/s]
 32%|███▏      | 3164/10000 [58:56<1:11:03,  1.60it/s]
 32%|███▏      | 3165/10000 [58:57<1:07:37,  1.68it/s]
 32%|███▏      | 3166/10000 [58:57<1:04:27,  1.77it/s]
 32%|███▏      | 3167/10000 [58:58<1:01:42,  1.85it/s]
 32%|███▏      | 3168/10000 [58:58<58:24,  1.95it/s]  
 32%|███▏      | 3169/10000 [58:59<55:02,  2.07it/s]
 32%|███▏      | 3170/10000 [58:59<51:33,  2.21it/s]
 32%|███▏      | 3171/10000 [58:59<48:16,  2.36it/s]
 32%|███▏      | 3172/10000 [59:00<44:51,  2.54it/s]
 32%|███▏      | 3173/10000 [59:00<41:30,  2.74it/s]
 32%|███▏      | 3174/10000 [59:00<38:38,  2.94it/s]
 32%|███▏      | 3175/10000 [59:01<37:06,  3.07it/s]
 32%|███▏      | 3176/10000 [59:01<35:57,  3.16it/s]
 32%|███▏      | 3177/10000 [59:03<1:35:40,  1.19it/s]
 32%|███▏      | 3178/10000 [59:05<2:10:48,  1.15s/it]
 32%|███▏      | 3179/10000 [59:07<2:31:17,  1.33s/it]
 32%|███▏      | 3180/10000 [59:08<2:41:50,  1.42s/it]
 32%|███▏      | 3181/10000 [59:10<2:46:31,  1.47s/it]
 32%|███▏      | 3182/10000 [59:11<2:48:07,  1.48s/it]
 32%|███▏      | 3183/10000 [59:13<2:47:15,  1.47s/it]
 32%|███▏      | 3184/10000 [59:14<2:44:36,  1.45s/it]
 32%|███▏      | 3185/10000 [59:15<2:41:40,  1.42s/it]
 32%|███▏      | 3186/10000 [59:17<2:37:58,  1.39s/it]
 32%|███▏      | 3187/10000 [59:18<2:33:37,  1.35s/it]
 32%|███▏      | 3188/10000 [59:19<2:30:34,  1.33s/it]
 32%|███▏      | 3189/10000 [59:21<2:27:00,  1.29s/it]
 32%|███▏      | 3190/10000 [59:22<2:24:16,  1.27s/it]
 32%|███▏      | 3191/10000 [59:23<2:21:04,  1.24s/it]
 32%|███▏      | 3192/10000 [59:24<2:17:47,  1.21s/it]
 32%|███▏      | 3193/10000 [59:25<2:14:40,  1.19s/it]
 32%|███▏      | 3194/10000 [59:26<2:11:27,  1.16s/it]
 32%|███▏      | 3195/10000 [59:27<2:08:14,  1.13s/it]
 32%|███▏      | 3196/10000 [59:28<2:05:26,  1.11s/it]
 32%|███▏      | 3197/10000 [59:29<2:02:18,  1.08s/it]
 32%|███▏      | 3198/10000 [59:30<1:59:24,  1.05s/it]
 32%|███▏      | 3199/10000 [59:31<1:56:23,  1.03s/it]
 32%|███▏      | 3200/10000 [59:32<1:53:20,  1.00s/it]
 32%|███▏      | 3201/10000 [59:33<1:50:25,  1.03it/s]
 32%|███▏      | 3202/10000 [59:34<1:48:02,  1.05it/s]
 32%|███▏      | 3203/10000 [59:35<1:45:39,  1.07it/s]
 32%|███▏      | 3204/10000 [59:36<1:42:26,  1.11it/s]
 32%|███▏      | 3205/10000 [59:37<1:39:48,  1.13it/s]
 32%|███▏      | 3206/10000 [59:37<1:37:19,  1.16it/s]
 32%|███▏      | 3207/10000 [59:38<1:34:50,  1.19it/s]
 32%|███▏      | 3208/10000 [59:39<1:32:17,  1.23it/s]
 32%|███▏      | 3209/10000 [59:40<1:29:24,  1.27it/s]
 32%|███▏      | 3210/10000 [59:40<1:26:43,  1.30it/s]
 32%|███▏      | 3211/10000 [59:41<1:23:49,  1.35it/s]
 32%|███▏      | 3212/10000 [59:42<1:21:03,  1.40it/s]
 32%|███▏      | 3213/10000 [59:42<1:18:17,  1.44it/s]
 32%|███▏      | 3214/10000 [59:43<1:16:29,  1.48it/s]
 32%|███▏      | 3215/10000 [59:44<1:13:15,  1.54it/s]
 32%|███▏      | 3216/10000 [59:44<1:09:49,  1.62it/s]
 32%|███▏      | 3217/10000 [59:45<1:06:16,  1.71it/s]
 32%|███▏      | 3218/10000 [59:45<1:02:55,  1.80it/s]
 32%|███▏      | 3219/10000 [59:46<58:53,  1.92it/s]  
 32%|███▏      | 3220/10000 [59:46<54:56,  2.06it/s]
 32%|███▏      | 3221/10000 [59:46<51:41,  2.19it/s]
 32%|███▏      | 3222/10000 [59:47<47:45,  2.37it/s]
 32%|███▏      | 3223/10000 [59:47<44:08,  2.56it/s]
 32%|███▏      | 3224/10000 [59:47<41:06,  2.75it/s]
 32%|███▏      | 3225/10000 [59:48<38:53,  2.90it/s]
 32%|███▏      | 3226/10000 [59:48<37:19,  3.03it/s]
 32%|███▏      | 3227/10000 [59:50<1:35:06,  1.19it/s]
 32%|███▏      | 3228/10000 [59:52<2:10:13,  1.15s/it]
 32%|███▏      | 3229/10000 [59:54<2:30:00,  1.33s/it]
 32%|███▏      | 3230/10000 [59:55<2:40:32,  1.42s/it]
 32%|███▏      | 3231/10000 [59:57<2:45:18,  1.47s/it]
 32%|███▏      | 3232/10000 [59:58<2:46:46,  1.48s/it]
 32%|███▏      | 3233/10000 [1:00:00<2:46:11,  1.47s/it]
 32%|███▏      | 3234/10000 [1:00:01<2:44:06,  1.46s/it]
 32%|███▏      | 3235/10000 [1:00:03<2:41:08,  1.43s/it]
 32%|███▏      | 3236/10000 [1:00:04<2:37:56,  1.40s/it]
 32%|███▏      | 3237/10000 [1:00:05<2:34:50,  1.37s/it]
 32%|███▏      | 3238/10000 [1:00:07<2:31:38,  1.35s/it]
 32%|███▏      | 3239/10000 [1:00:08<2:28:01,  1.31s/it]
 32%|███▏      | 3240/10000 [1:00:09<2:24:16,  1.28s/it]
 32%|███▏      | 3241/10000 [1:00:10<2:20:42,  1.25s/it]
 32%|███▏      | 3242/10000 [1:00:11<2:16:07,  1.21s/it]
 32%|███▏      | 3243/10000 [1:00:12<2:11:23,  1.17s/it]
 32%|███▏      | 3244/10000 [1:00:13<2:07:03,  1.13s/it]
 32%|███▏      | 3245/10000 [1:00:14<2:03:16,  1.09s/it]
 32%|███▏      | 3246/10000 [1:00:15<1:59:28,  1.06s/it]
 32%|███▏      | 3247/10000 [1:00:16<1:56:19,  1.03s/it]
 32%|███▏      | 3248/10000 [1:00:17<1:53:24,  1.01s/it]
 32%|███▏      | 3249/10000 [1:00:18<1:50:46,  1.02it/s]
 32%|███▎      | 3250/10000 [1:00:19<1:48:01,  1.04it/s]
 33%|███▎      | 3251/10000 [1:00:20<1:45:53,  1.06it/s]
 33%|███▎      | 3252/10000 [1:00:21<1:43:04,  1.09it/s]
 33%|███▎      | 3253/10000 [1:00:22<1:40:02,  1.12it/s]
 33%|███▎      | 3254/10000 [1:00:23<1:37:53,  1.15it/s]
 33%|███▎      | 3255/10000 [1:00:23<1:35:42,  1.17it/s]
 33%|███▎      | 3256/10000 [1:00:24<1:33:29,  1.20it/s]
 33%|███▎      | 3257/10000 [1:00:25<1:31:24,  1.23it/s]
 33%|███▎      | 3258/10000 [1:00:26<1:29:05,  1.26it/s]
 33%|███▎      | 3259/10000 [1:00:26<1:26:29,  1.30it/s]
 33%|███▎      | 3260/10000 [1:00:27<1:24:09,  1.33it/s]
 33%|███▎      | 3261/10000 [1:00:28<1:21:35,  1.38it/s]
 33%|███▎      | 3262/10000 [1:00:28<1:18:57,  1.42it/s]
 33%|███▎      | 3263/10000 [1:00:29<1:16:35,  1.47it/s]
 33%|███▎      | 3264/10000 [1:00:30<1:13:32,  1.53it/s]
 33%|███▎      | 3265/10000 [1:00:30<1:10:27,  1.59it/s]
 33%|███▎      | 3266/10000 [1:00:31<1:07:37,  1.66it/s]
 33%|███▎      | 3267/10000 [1:00:31<1:04:33,  1.74it/s]
 33%|███▎      | 3268/10000 [1:00:32<1:01:39,  1.82it/s]
 33%|███▎      | 3269/10000 [1:00:32<58:02,  1.93it/s]  
 33%|███▎      | 3270/10000 [1:00:33<54:38,  2.05it/s]
 33%|███▎      | 3271/10000 [1:00:33<51:02,  2.20it/s]
 33%|███▎      | 3272/10000 [1:00:33<47:08,  2.38it/s]
 33%|███▎      | 3273/10000 [1:00:34<43:39,  2.57it/s]
 33%|███▎      | 3274/10000 [1:00:34<40:48,  2.75it/s]
 33%|███▎      | 3275/10000 [1:00:34<38:31,  2.91it/s]
 33%|███▎      | 3276/10000 [1:00:35<36:48,  3.04it/s]
 33%|███▎      | 3277/10000 [1:00:37<1:33:59,  1.19it/s]
 33%|███▎      | 3278/10000 [1:00:38<2:01:26,  1.08s/it]
 33%|███▎      | 3279/10000 [1:00:40<2:15:36,  1.21s/it]
 33%|███▎      | 3280/10000 [1:00:41<2:20:41,  1.26s/it]
 33%|███▎      | 3281/10000 [1:00:42<2:21:41,  1.27s/it]
 33%|███▎      | 3282/10000 [1:00:44<2:19:50,  1.25s/it]
 33%|███▎      | 3283/10000 [1:00:45<2:15:17,  1.21s/it]
 33%|███▎      | 3284/10000 [1:00:46<2:09:30,  1.16s/it]
 33%|███▎      | 3285/10000 [1:00:47<2:02:54,  1.10s/it]
 33%|███▎      | 3286/10000 [1:00:48<1:56:54,  1.04s/it]
 33%|███▎      | 3287/10000 [1:00:48<1:51:25,  1.00it/s]
 33%|███▎      | 3288/10000 [1:00:49<1:45:25,  1.06it/s]
 33%|███▎      | 3289/10000 [1:00:50<1:39:22,  1.13it/s]
 33%|███▎      | 3290/10000 [1:00:51<1:33:19,  1.20it/s]
 33%|███▎      | 3291/10000 [1:00:51<1:27:25,  1.28it/s]
 33%|███▎      | 3292/10000 [1:00:52<1:20:57,  1.38it/s]
 33%|███▎      | 3293/10000 [1:00:53<1:14:25,  1.50it/s]
 33%|███▎      | 3294/10000 [1:00:53<1:07:03,  1.67it/s]
 33%|███▎      | 3295/10000 [1:00:53<58:45,  1.90it/s]  
 33%|███▎      | 3296/10000 [1:00:54<51:20,  2.18it/s]
 33%|███▎      | 3297/10000 [1:00:54<43:31,  2.57it/s]
 33%|███▎      | 3298/10000 [1:00:56<1:40:26,  1.11it/s]
 33%|███▎      | 3299/10000 [1:00:58<2:16:24,  1.22s/it]
 33%|███▎      | 3300/10000 [1:01:00<2:38:38,  1.42s/it]
 33%|███▎      | 3301/10000 [1:01:02<2:49:36,  1.52s/it]
 33%|███▎      | 3302/10000 [1:01:03<2:55:04,  1.57s/it]
 33%|███▎      | 3303/10000 [1:01:05<2:55:21,  1.57s/it]
 33%|███▎      | 3304/10000 [1:01:06<2:54:37,  1.56s/it]
 33%|███▎      | 3305/10000 [1:01:08<2:49:58,  1.52s/it]
 33%|███▎      | 3306/10000 [1:01:09<2:47:05,  1.50s/it]
 33%|███▎      | 3307/10000 [1:01:11<2:42:31,  1.46s/it]
 33%|███▎      | 3308/10000 [1:01:12<2:38:35,  1.42s/it]
 33%|███▎      | 3309/10000 [1:01:13<2:33:59,  1.38s/it]
 33%|███▎      | 3310/10000 [1:01:15<2:30:38,  1.35s/it]
 33%|███▎      | 3311/10000 [1:01:16<2:26:11,  1.31s/it]
 33%|███▎      | 3312/10000 [1:01:17<2:22:05,  1.27s/it]
 33%|███▎      | 3313/10000 [1:01:18<2:17:25,  1.23s/it]
 33%|███▎      | 3314/10000 [1:01:19<2:14:26,  1.21s/it]
 33%|███▎      | 3315/10000 [1:01:20<2:10:06,  1.17s/it]
 33%|███▎      | 3316/10000 [1:01:21<2:06:24,  1.13s/it]
 33%|███▎      | 3317/10000 [1:01:22<2:02:41,  1.10s/it]
 33%|███▎      | 3318/10000 [1:01:23<1:59:50,  1.08s/it]
 33%|███▎      | 3319/10000 [1:01:24<1:55:56,  1.04s/it]
 33%|███▎      | 3320/10000 [1:01:25<1:52:53,  1.01s/it]
 33%|███▎      | 3321/10000 [1:01:26<1:49:53,  1.01it/s]
 33%|███▎      | 3322/10000 [1:01:27<1:47:52,  1.03it/s]
 33%|███▎      | 3323/10000 [1:01:28<1:44:25,  1.07it/s]
 33%|███▎      | 3324/10000 [1:01:29<1:42:05,  1.09it/s]
 33%|███▎      | 3325/10000 [1:01:30<1:38:22,  1.13it/s]
 33%|███▎      | 3326/10000 [1:01:31<1:35:56,  1.16it/s]
 33%|███▎      | 3327/10000 [1:01:31<1:33:31,  1.19it/s]
 33%|███▎      | 3328/10000 [1:01:32<1:31:27,  1.22it/s]
 33%|███▎      | 3329/10000 [1:01:33<1:28:34,  1.26it/s]
 33%|███▎      | 3330/10000 [1:01:34<1:26:21,  1.29it/s]
 33%|███▎      | 3331/10000 [1:01:34<1:23:55,  1.32it/s]
 33%|███▎      | 3332/10000 [1:01:35<1:22:17,  1.35it/s]
 33%|███▎      | 3333/10000 [1:01:36<1:19:44,  1.39it/s]
 33%|███▎      | 3334/10000 [1:01:36<1:18:07,  1.42it/s]
 33%|███▎      | 3335/10000 [1:01:37<1:14:22,  1.49it/s]
 33%|███▎      | 3336/10000 [1:01:37<1:11:09,  1.56it/s]
 33%|███▎      | 3337/10000 [1:01:38<1:07:24,  1.65it/s]
 33%|███▎      | 3338/10000 [1:01:38<1:04:05,  1.73it/s]
 33%|███▎      | 3339/10000 [1:01:39<59:42,  1.86it/s]  
 33%|███▎      | 3340/10000 [1:01:39<56:01,  1.98it/s]
 33%|███▎      | 3341/10000 [1:01:40<52:02,  2.13it/s]
 33%|███▎      | 3342/10000 [1:01:40<48:31,  2.29it/s]
 33%|███▎      | 3343/10000 [1:01:40<44:49,  2.47it/s]
 33%|███▎      | 3344/10000 [1:01:41<42:01,  2.64it/s]
 33%|███▎      | 3345/10000 [1:01:41<39:34,  2.80it/s]
 33%|███▎      | 3346/10000 [1:01:41<37:44,  2.94it/s]
 33%|███▎      | 3347/10000 [1:01:42<36:15,  3.06it/s]
 33%|███▎      | 3348/10000 [1:01:44<1:34:41,  1.17it/s]
 33%|███▎      | 3349/10000 [1:01:46<2:08:06,  1.16s/it]
 34%|███▎      | 3350/10000 [1:01:47<2:30:04,  1.35s/it]
 34%|███▎      | 3351/10000 [1:01:49<2:40:23,  1.45s/it]
 34%|███▎      | 3352/10000 [1:01:51<2:47:02,  1.51s/it]
 34%|███▎      | 3353/10000 [1:01:52<2:49:38,  1.53s/it]
 34%|███▎      | 3354/10000 [1:01:54<2:55:08,  1.58s/it]
 34%|███▎      | 3355/10000 [1:01:55<2:50:43,  1.54s/it]
 34%|███▎      | 3356/10000 [1:01:57<2:48:04,  1.52s/it]
 34%|███▎      | 3357/10000 [1:01:58<2:43:08,  1.47s/it]
 34%|███▎      | 3358/10000 [1:02:00<2:39:49,  1.44s/it]
 34%|███▎      | 3359/10000 [1:02:01<2:35:07,  1.40s/it]
 34%|███▎      | 3360/10000 [1:02:02<2:31:53,  1.37s/it]
 34%|███▎      | 3361/10000 [1:02:04<2:28:03,  1.34s/it]
 34%|███▎      | 3362/10000 [1:02:05<2:24:34,  1.31s/it]
 34%|███▎      | 3363/10000 [1:02:06<2:19:04,  1.26s/it]
 34%|███▎      | 3364/10000 [1:02:07<2:15:39,  1.23s/it]
 34%|███▎      | 3365/10000 [1:02:08<2:11:07,  1.19s/it]
 34%|███▎      | 3366/10000 [1:02:09<2:07:34,  1.15s/it]
 34%|███▎      | 3367/10000 [1:02:10<2:03:09,  1.11s/it]
 34%|███▎      | 3368/10000 [1:02:11<2:00:39,  1.09s/it]
 34%|███▎      | 3369/10000 [1:02:12<1:56:35,  1.05s/it]
 34%|███▎      | 3370/10000 [1:02:13<1:53:51,  1.03s/it]
 34%|███▎      | 3371/10000 [1:02:14<1:50:28,  1.00it/s]
 34%|███▎      | 3372/10000 [1:02:15<1:48:00,  1.02it/s]
 34%|███▎      | 3373/10000 [1:02:16<1:44:26,  1.06it/s]
 34%|███▎      | 3374/10000 [1:02:17<1:41:41,  1.09it/s]
 34%|███▍      | 3375/10000 [1:02:18<1:38:36,  1.12it/s]
 34%|███▍      | 3376/10000 [1:02:19<1:36:43,  1.14it/s]
 34%|███▍      | 3377/10000 [1:02:19<1:34:02,  1.17it/s]
 34%|███▍      | 3378/10000 [1:02:20<1:31:39,  1.20it/s]
 34%|███▍      | 3379/10000 [1:02:21<1:28:38,  1.24it/s]
 34%|███▍      | 3380/10000 [1:02:22<1:26:22,  1.28it/s]
 34%|███▍      | 3381/10000 [1:02:22<1:23:32,  1.32it/s]
 34%|███▍      | 3382/10000 [1:02:23<1:21:21,  1.36it/s]
 34%|███▍      | 3383/10000 [1:02:24<1:18:32,  1.40it/s]
 34%|███▍      | 3384/10000 [1:02:24<1:15:28,  1.46it/s]
 34%|███▍      | 3385/10000 [1:02:25<1:11:30,  1.54it/s]
 34%|███▍      | 3386/10000 [1:02:25<1:07:55,  1.62it/s]
 34%|███▍      | 3387/10000 [1:02:26<1:04:39,  1.70it/s]
 34%|███▍      | 3388/10000 [1:02:26<1:02:24,  1.77it/s]
 34%|███▍      | 3389/10000 [1:02:27<58:45,  1.88it/s]  
 34%|███▍      | 3390/10000 [1:02:27<55:17,  1.99it/s]
 34%|███▍      | 3391/10000 [1:02:28<51:36,  2.13it/s]
 34%|███▍      | 3392/10000 [1:02:28<48:31,  2.27it/s]
 34%|███▍      | 3393/10000 [1:02:28<45:09,  2.44it/s]
 34%|███▍      | 3394/10000 [1:02:29<42:16,  2.60it/s]
 34%|███▍      | 3395/10000 [1:02:29<40:00,  2.75it/s]
 34%|███▍      | 3396/10000 [1:02:29<38:18,  2.87it/s]
 34%|███▍      | 3397/10000 [1:02:30<37:01,  2.97it/s]
 34%|███▍      | 3398/10000 [1:02:32<1:39:05,  1.11it/s]
 34%|███▍      | 3399/10000 [1:02:34<2:14:49,  1.23s/it]
 34%|███▍      | 3400/10000 [1:02:36<2:36:46,  1.43s/it]
 34%|███▍      | 3401/10000 [1:02:38<2:51:49,  1.56s/it]
 34%|███▍      | 3402/10000 [1:02:39<3:01:14,  1.65s/it]
 34%|███▍      | 3403/10000 [1:02:41<3:03:21,  1.67s/it]
 34%|███▍      | 3404/10000 [1:02:43<3:04:02,  1.67s/it]
 34%|███▍      | 3405/10000 [1:02:44<3:02:36,  1.66s/it]
 34%|███▍      | 3406/10000 [1:02:46<3:00:01,  1.64s/it]
 34%|███▍      | 3407/10000 [1:02:48<2:55:35,  1.60s/it]
 34%|███▍      | 3408/10000 [1:02:49<2:52:11,  1.57s/it]
 34%|███▍      | 3409/10000 [1:02:50<2:47:26,  1.52s/it]
 34%|███▍      | 3410/10000 [1:02:52<2:39:39,  1.45s/it]
 34%|███▍      | 3411/10000 [1:02:53<2:32:26,  1.39s/it]
 34%|███▍      | 3412/10000 [1:02:54<2:27:02,  1.34s/it]
 34%|███▍      | 3413/10000 [1:02:55<2:21:55,  1.29s/it]
 34%|███▍      | 3414/10000 [1:02:57<2:17:32,  1.25s/it]
 34%|███▍      | 3415/10000 [1:02:58<2:12:48,  1.21s/it]
 34%|███▍      | 3416/10000 [1:02:59<2:08:53,  1.17s/it]
 34%|███▍      | 3417/10000 [1:03:00<2:04:22,  1.13s/it]
 34%|███▍      | 3418/10000 [1:03:01<2:01:00,  1.10s/it]
 34%|███▍      | 3419/10000 [1:03:02<1:56:54,  1.07s/it]
 34%|███▍      | 3420/10000 [1:03:03<1:54:12,  1.04s/it]
 34%|███▍      | 3421/10000 [1:03:04<1:50:49,  1.01s/it]
 34%|███▍      | 3422/10000 [1:03:05<1:47:56,  1.02it/s]
 34%|███▍      | 3423/10000 [1:03:06<1:44:49,  1.05it/s]
 34%|███▍      | 3424/10000 [1:03:06<1:42:11,  1.07it/s]
 34%|███▍      | 3425/10000 [1:03:07<1:38:44,  1.11it/s]
 34%|███▍      | 3426/10000 [1:03:08<1:36:18,  1.14it/s]
 34%|███▍      | 3427/10000 [1:03:09<1:33:22,  1.17it/s]
 34%|███▍      | 3428/10000 [1:03:10<1:31:12,  1.20it/s]
 34%|███▍      | 3429/10000 [1:03:10<1:28:28,  1.24it/s]
 34%|███▍      | 3430/10000 [1:03:11<1:26:05,  1.27it/s]
 34%|███▍      | 3431/10000 [1:03:12<1:23:06,  1.32it/s]
 34%|███▍      | 3432/10000 [1:03:13<1:20:40,  1.36it/s]
 34%|███▍      | 3433/10000 [1:03:13<1:17:53,  1.41it/s]
 34%|███▍      | 3434/10000 [1:03:14<1:15:52,  1.44it/s]
 34%|███▍      | 3435/10000 [1:03:14<1:12:05,  1.52it/s]
 34%|███▍      | 3436/10000 [1:03:15<1:09:20,  1.58it/s]
 34%|███▍      | 3437/10000 [1:03:16<1:05:56,  1.66it/s]
 34%|███▍      | 3438/10000 [1:03:16<1:02:58,  1.74it/s]
 34%|███▍      | 3439/10000 [1:03:16<59:20,  1.84it/s]  
 34%|███▍      | 3440/10000 [1:03:17<55:55,  1.95it/s]
 34%|███▍      | 3441/10000 [1:03:17<52:05,  2.10it/s]
 34%|███▍      | 3442/10000 [1:03:18<48:42,  2.24it/s]
 34%|███▍      | 3443/10000 [1:03:18<44:54,  2.43it/s]
 34%|███▍      | 3444/10000 [1:03:18<41:28,  2.63it/s]
 34%|███▍      | 3445/10000 [1:03:19<38:22,  2.85it/s]
 34%|███▍      | 3446/10000 [1:03:19<36:34,  2.99it/s]
 34%|███▍      | 3447/10000 [1:03:19<35:11,  3.10it/s]
 34%|███▍      | 3448/10000 [1:03:21<1:34:49,  1.15it/s]
 34%|███▍      | 3449/10000 [1:03:23<2:06:59,  1.16s/it]
 34%|███▍      | 3450/10000 [1:03:25<2:27:26,  1.35s/it]
 35%|███▍      | 3451/10000 [1:03:27<2:36:32,  1.43s/it]
 35%|███▍      | 3452/10000 [1:03:28<2:41:36,  1.48s/it]
 35%|███▍      | 3453/10000 [1:03:30<2:42:00,  1.48s/it]
 35%|███▍      | 3454/10000 [1:03:31<2:42:28,  1.49s/it]
 35%|███▍      | 3455/10000 [1:03:33<2:39:41,  1.46s/it]
 35%|███▍      | 3456/10000 [1:03:34<2:36:32,  1.44s/it]
 35%|███▍      | 3457/10000 [1:03:35<2:32:00,  1.39s/it]
 35%|███▍      | 3458/10000 [1:03:37<2:28:33,  1.36s/it]
 35%|███▍      | 3459/10000 [1:03:38<2:23:57,  1.32s/it]
 35%|███▍      | 3460/10000 [1:03:39<2:20:34,  1.29s/it]
 35%|███▍      | 3461/10000 [1:03:40<2:15:51,  1.25s/it]
 35%|███▍      | 3462/10000 [1:03:41<2:12:48,  1.22s/it]
 35%|███▍      | 3463/10000 [1:03:42<2:08:20,  1.18s/it]
 35%|███▍      | 3464/10000 [1:03:43<2:04:59,  1.15s/it]
 35%|███▍      | 3465/10000 [1:03:44<2:00:43,  1.11s/it]
 35%|███▍      | 3466/10000 [1:03:46<1:58:12,  1.09s/it]
 35%|███▍      | 3467/10000 [1:03:46<1:54:41,  1.05s/it]
 35%|███▍      | 3468/10000 [1:03:47<1:51:47,  1.03s/it]
 35%|███▍      | 3469/10000 [1:03:48<1:48:25,  1.00it/s]
 35%|███▍      | 3470/10000 [1:03:49<1:46:03,  1.03it/s]
 35%|███▍      | 3471/10000 [1:03:50<1:42:22,  1.06it/s]
 35%|███▍      | 3472/10000 [1:03:51<1:39:32,  1.09it/s]
 35%|███▍      | 3473/10000 [1:03:52<1:36:33,  1.13it/s]
 35%|███▍      | 3474/10000 [1:03:53<1:34:24,  1.15it/s]
 35%|███▍      | 3475/10000 [1:03:53<1:31:56,  1.18it/s]
 35%|███▍      | 3476/10000 [1:03:54<1:30:23,  1.20it/s]
 35%|███▍      | 3477/10000 [1:03:55<1:28:16,  1.23it/s]
 35%|███▍      | 3478/10000 [1:03:56<1:26:10,  1.26it/s]
 35%|███▍      | 3479/10000 [1:03:56<1:23:40,  1.30it/s]
 35%|███▍      | 3480/10000 [1:03:57<1:21:53,  1.33it/s]
 35%|███▍      | 3481/10000 [1:03:58<1:19:27,  1.37it/s]
 35%|███▍      | 3482/10000 [1:03:59<1:17:31,  1.40it/s]
 35%|███▍      | 3483/10000 [1:03:59<1:15:03,  1.45it/s]
 35%|███▍      | 3484/10000 [1:04:00<1:12:12,  1.50it/s]
 35%|███▍      | 3485/10000 [1:04:00<1:08:46,  1.58it/s]
 35%|███▍      | 3486/10000 [1:04:01<1:05:58,  1.65it/s]
 35%|███▍      | 3487/10000 [1:04:01<1:02:44,  1.73it/s]
 35%|███▍      | 3488/10000 [1:04:02<1:00:09,  1.80it/s]
 35%|███▍      | 3489/10000 [1:04:02<56:35,  1.92it/s]  
 35%|███▍      | 3490/10000 [1:04:03<54:21,  2.00it/s]
 35%|███▍      | 3491/10000 [1:04:03<50:44,  2.14it/s]
 35%|███▍      | 3492/10000 [1:04:04<48:26,  2.24it/s]
 35%|███▍      | 3493/10000 [1:04:04<44:46,  2.42it/s]
 35%|███▍      | 3494/10000 [1:04:04<41:19,  2.62it/s]
 35%|███▍      | 3495/10000 [1:04:05<38:41,  2.80it/s]
 35%|███▍      | 3496/10000 [1:04:05<36:48,  2.94it/s]
 35%|███▍      | 3497/10000 [1:04:05<35:21,  3.06it/s]
 35%|███▍      | 3498/10000 [1:04:07<1:34:16,  1.15it/s]
 35%|███▍      | 3499/10000 [1:04:09<2:07:19,  1.18s/it]
 35%|███▌      | 3500/10000 [1:04:11<2:27:18,  1.36s/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 = 2822
  Batch size = 12
{'eval_loss': 0.6375774145126343, 'eval_wer': 0.24024663677130045, 'eval_runtime': 83.3907, 'eval_samples_per_second': 33.841, 'eval_steps_per_second': 2.83, 'epoch': 6.37}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:40,  5.80it/s]

  1%|▏         | 3/236 [00:00<01:06,  3.50it/s]

  2%|▏         | 4/236 [00:01<01:07,  3.45it/s]

  2%|▏         | 5/236 [00:01<01:10,  3.28it/s]

  3%|▎         | 6/236 [00:01<01:12,  3.16it/s]

  3%|▎         | 7/236 [00:02<01:16,  3.00it/s]

  3%|▎         | 8/236 [00:02<01:17,  2.96it/s]

  4%|▍         | 9/236 [00:02<01:13,  3.09it/s]

  4%|▍         | 10/236 [00:03<01:17,  2.93it/s]

  5%|▍         | 11/236 [00:03<01:21,  2.76it/s]

  5%|▌         | 12/236 [00:03<01:17,  2.90it/s]

  6%|▌         | 13/236 [00:04<01:18,  2.83it/s]

  6%|▌         | 14/236 [00:04<01:20,  2.76it/s]

  6%|▋         | 15/236 [00:04<01:19,  2.79it/s]

  7%|▋         | 16/236 [00:05<01:22,  2.65it/s]

  7%|▋         | 17/236 [00:05<01:22,  2.65it/s]

  8%|▊         | 18/236 [00:06<01:23,  2.60it/s]

  8%|▊         | 19/236 [00:06<01:19,  2.74it/s]

  8%|▊         | 20/236 [00:06<01:24,  2.55it/s]

  9%|▉         | 21/236 [00:07<01:22,  2.60it/s]

  9%|▉         | 22/236 [00:07<01:22,  2.60it/s]

 10%|▉         | 23/236 [00:08<01:18,  2.72it/s]

 10%|█         | 24/236 [00:08<01:14,  2.86it/s]

 11%|█         | 25/236 [00:08<01:07,  3.12it/s]

 11%|█         | 26/236 [00:08<01:12,  2.89it/s]

 11%|█▏        | 27/236 [00:09<01:09,  3.02it/s]

 12%|█▏        | 28/236 [00:09<01:08,  3.03it/s]

 12%|█▏        | 29/236 [00:09<01:07,  3.08it/s]

 13%|█▎        | 30/236 [00:10<01:05,  3.12it/s]

 13%|█▎        | 31/236 [00:10<01:09,  2.94it/s]

 14%|█▎        | 32/236 [00:11<01:16,  2.66it/s]

 14%|█▍        | 33/236 [00:11<01:17,  2.61it/s]

 14%|█▍        | 34/236 [00:11<01:15,  2.68it/s]

 15%|█▍        | 35/236 [00:12<01:13,  2.74it/s]

 15%|█▌        | 36/236 [00:12<01:14,  2.70it/s]

 16%|█▌        | 37/236 [00:12<01:14,  2.68it/s]

 16%|█▌        | 38/236 [00:13<01:09,  2.86it/s]

 17%|█▋        | 39/236 [00:13<01:14,  2.66it/s]

 17%|█▋        | 40/236 [00:14<01:17,  2.52it/s]

 17%|█▋        | 41/236 [00:14<01:18,  2.50it/s]

 18%|█▊        | 42/236 [00:14<01:21,  2.38it/s]

 18%|█▊        | 43/236 [00:15<01:20,  2.40it/s]

 19%|█▊        | 44/236 [00:15<01:17,  2.47it/s]

 19%|█▉        | 45/236 [00:16<01:13,  2.59it/s]

 19%|█▉        | 46/236 [00:16<01:14,  2.57it/s]

 20%|█▉        | 47/236 [00:16<01:16,  2.49it/s]

 20%|██        | 48/236 [00:17<01:11,  2.64it/s]

 21%|██        | 49/236 [00:17<01:17,  2.41it/s]

 21%|██        | 50/236 [00:18<01:15,  2.46it/s]

 22%|██▏       | 51/236 [00:18<01:11,  2.57it/s]

 22%|██▏       | 52/236 [00:18<01:09,  2.65it/s]

 22%|██▏       | 53/236 [00:19<01:14,  2.45it/s]

 23%|██▎       | 54/236 [00:19<01:11,  2.53it/s]

 23%|██▎       | 55/236 [00:20<01:08,  2.65it/s]

 24%|██▎       | 56/236 [00:20<01:08,  2.62it/s]

 24%|██▍       | 57/236 [00:20<01:08,  2.62it/s]

 25%|██▍       | 58/236 [00:21<01:05,  2.70it/s]

 25%|██▌       | 59/236 [00:21<01:04,  2.74it/s]

 25%|██▌       | 60/236 [00:21<01:06,  2.66it/s]

 26%|██▌       | 61/236 [00:22<01:03,  2.77it/s]

 26%|██▋       | 62/236 [00:22<01:00,  2.87it/s]

 27%|██▋       | 63/236 [00:22<01:02,  2.76it/s]

 27%|██▋       | 64/236 [00:23<01:03,  2.70it/s]

 28%|██▊       | 65/236 [00:23<01:04,  2.67it/s]

 28%|██▊       | 66/236 [00:24<00:59,  2.83it/s]

 28%|██▊       | 67/236 [00:24<00:56,  2.99it/s]

 29%|██▉       | 68/236 [00:24<00:54,  3.08it/s]

 29%|██▉       | 69/236 [00:24<00:52,  3.17it/s]

 30%|██▉       | 70/236 [00:25<00:50,  3.28it/s]

 30%|███       | 71/236 [00:25<00:55,  2.99it/s]

 31%|███       | 72/236 [00:25<00:55,  2.96it/s]

 31%|███       | 73/236 [00:26<01:01,  2.65it/s]

 31%|███▏      | 74/236 [00:26<01:04,  2.51it/s]

 32%|███▏      | 75/236 [00:27<01:03,  2.53it/s]

 32%|███▏      | 76/236 [00:27<01:03,  2.53it/s]

 33%|███▎      | 77/236 [00:28<01:01,  2.57it/s]

 33%|███▎      | 78/236 [00:28<00:57,  2.76it/s]

 33%|███▎      | 79/236 [00:28<01:00,  2.61it/s]

 34%|███▍      | 80/236 [00:29<01:00,  2.60it/s]

 34%|███▍      | 81/236 [00:29<00:59,  2.61it/s]

 35%|███▍      | 82/236 [00:29<00:59,  2.60it/s]

 35%|███▌      | 83/236 [00:30<00:54,  2.80it/s]

 36%|███▌      | 84/236 [00:30<00:51,  2.94it/s]

 36%|███▌      | 85/236 [00:30<00:49,  3.04it/s]

 36%|███▋      | 86/236 [00:31<00:46,  3.22it/s]

 37%|███▋      | 87/236 [00:31<00:48,  3.06it/s]

 37%|███▋      | 88/236 [00:31<00:48,  3.07it/s]

 38%|███▊      | 89/236 [00:32<00:50,  2.89it/s]

 38%|███▊      | 90/236 [00:32<00:51,  2.84it/s]

 39%|███▊      | 91/236 [00:32<00:54,  2.65it/s]

 39%|███▉      | 92/236 [00:33<00:50,  2.83it/s]

 39%|███▉      | 93/236 [00:33<00:47,  2.98it/s]

 40%|███▉      | 94/236 [00:33<00:45,  3.10it/s]

 40%|████      | 95/236 [00:34<00:48,  2.89it/s]

 41%|████      | 96/236 [00:34<00:47,  2.95it/s]

 41%|████      | 97/236 [00:34<00:44,  3.09it/s]

 42%|████▏     | 98/236 [00:35<00:46,  2.97it/s]

 42%|████▏     | 99/236 [00:35<00:50,  2.69it/s]

 42%|████▏     | 100/236 [00:36<00:50,  2.69it/s]

 43%|████▎     | 101/236 [00:36<00:51,  2.63it/s]

 43%|████▎     | 102/236 [00:36<00:48,  2.78it/s]

 44%|████▎     | 103/236 [00:37<00:46,  2.88it/s]

 44%|████▍     | 104/236 [00:37<00:48,  2.73it/s]

 44%|████▍     | 105/236 [00:37<00:44,  2.93it/s]

 45%|████▍     | 106/236 [00:38<00:44,  2.89it/s]

 45%|████▌     | 107/236 [00:38<00:44,  2.89it/s]

 46%|████▌     | 108/236 [00:38<00:48,  2.61it/s]

 46%|████▌     | 109/236 [00:39<00:49,  2.56it/s]

 47%|████▋     | 110/236 [00:39<00:45,  2.77it/s]

 47%|████▋     | 111/236 [00:39<00:42,  2.93it/s]

 47%|████▋     | 112/236 [00:40<00:43,  2.86it/s]

 48%|████▊     | 113/236 [00:40<00:43,  2.86it/s]

 48%|████▊     | 114/236 [00:41<00:43,  2.79it/s]

 49%|████▊     | 115/236 [00:41<00:41,  2.93it/s]

 49%|████▉     | 116/236 [00:41<00:40,  2.98it/s]

 50%|████▉     | 117/236 [00:42<00:41,  2.86it/s]

 50%|█████     | 118/236 [00:42<00:40,  2.94it/s]

 50%|█████     | 119/236 [00:42<00:39,  2.98it/s]

 51%|█████     | 120/236 [00:42<00:38,  3.05it/s]

 51%|█████▏    | 121/236 [00:43<00:39,  2.94it/s]

 52%|█████▏    | 122/236 [00:43<00:40,  2.81it/s]

 52%|█████▏    | 123/236 [00:44<00:38,  2.92it/s]

 53%|█████▎    | 124/236 [00:44<00:38,  2.90it/s]

 53%|█████▎    | 125/236 [00:44<00:37,  2.93it/s]

 53%|█████▎    | 126/236 [00:45<00:36,  3.02it/s]

 54%|█████▍    | 127/236 [00:45<00:37,  2.89it/s]

 54%|█████▍    | 128/236 [00:45<00:38,  2.81it/s]

 55%|█████▍    | 129/236 [00:46<00:35,  3.04it/s]

 55%|█████▌    | 130/236 [00:46<00:33,  3.14it/s]

 56%|█████▌    | 131/236 [00:46<00:34,  3.04it/s]

 56%|█████▌    | 132/236 [00:47<00:32,  3.18it/s]

 56%|█████▋    | 133/236 [00:47<00:35,  2.91it/s]

 57%|█████▋    | 134/236 [00:47<00:35,  2.88it/s]

 57%|█████▋    | 135/236 [00:48<00:33,  2.97it/s]

 58%|█████▊    | 136/236 [00:48<00:35,  2.80it/s]

 58%|█████▊    | 137/236 [00:48<00:35,  2.79it/s]

 58%|█████▊    | 138/236 [00:49<00:36,  2.70it/s]

 59%|█████▉    | 139/236 [00:49<00:33,  2.89it/s]

 59%|█████▉    | 140/236 [00:49<00:31,  3.01it/s]

 60%|█████▉    | 141/236 [00:50<00:32,  2.90it/s]

 60%|██████    | 142/236 [00:50<00:33,  2.80it/s]

 61%|██████    | 143/236 [00:51<00:35,  2.60it/s]

 61%|██████    | 144/236 [00:51<00:34,  2.68it/s]

 61%|██████▏   | 145/236 [00:51<00:34,  2.63it/s]

 62%|██████▏   | 146/236 [00:52<00:33,  2.70it/s]

 62%|██████▏   | 147/236 [00:52<00:33,  2.67it/s]

 63%|██████▎   | 148/236 [00:52<00:32,  2.68it/s]

 63%|██████▎   | 149/236 [00:53<00:31,  2.78it/s]

 64%|██████▎   | 150/236 [00:53<00:29,  2.91it/s]

 64%|██████▍   | 151/236 [00:53<00:31,  2.71it/s]

 64%|██████▍   | 152/236 [00:54<00:30,  2.71it/s]

 65%|██████▍   | 153/236 [00:54<00:31,  2.64it/s]

 65%|██████▌   | 154/236 [00:55<00:31,  2.64it/s]

 66%|██████▌   | 155/236 [00:55<00:31,  2.56it/s]

 66%|██████▌   | 156/236 [00:55<00:32,  2.43it/s]

 67%|██████▋   | 157/236 [00:56<00:33,  2.35it/s]

 67%|██████▋   | 158/236 [00:56<00:32,  2.43it/s]

 67%|██████▋   | 159/236 [00:57<00:28,  2.68it/s]

 68%|██████▊   | 160/236 [00:57<00:28,  2.71it/s]

 68%|██████▊   | 161/236 [00:57<00:27,  2.74it/s]

 69%|██████▊   | 162/236 [00:58<00:25,  2.93it/s]

 69%|██████▉   | 163/236 [00:58<00:24,  3.00it/s]

 69%|██████▉   | 164/236 [00:58<00:22,  3.22it/s]

 70%|██████▉   | 165/236 [00:58<00:21,  3.32it/s]

 70%|███████   | 166/236 [00:59<00:21,  3.26it/s]

 71%|███████   | 167/236 [00:59<00:22,  3.07it/s]

 71%|███████   | 168/236 [00:59<00:22,  3.03it/s]

 72%|███████▏  | 169/236 [01:00<00:22,  2.98it/s]

 72%|███████▏  | 170/236 [01:00<00:25,  2.62it/s]

 72%|███████▏  | 171/236 [01:01<00:22,  2.86it/s]

 73%|███████▎  | 172/236 [01:01<00:21,  2.92it/s]

 73%|███████▎  | 173/236 [01:01<00:23,  2.74it/s]

 74%|███████▎  | 174/236 [01:02<00:24,  2.57it/s]

 74%|███████▍  | 175/236 [01:02<00:23,  2.65it/s]

 75%|███████▍  | 176/236 [01:02<00:22,  2.69it/s]

 75%|███████▌  | 177/236 [01:03<00:19,  2.96it/s]

 75%|███████▌  | 178/236 [01:03<00:20,  2.89it/s]

 76%|███████▌  | 179/236 [01:04<00:20,  2.81it/s]

 76%|███████▋  | 180/236 [01:04<00:19,  2.88it/s]

 77%|███████▋  | 181/236 [01:04<00:20,  2.71it/s]

 77%|███████▋  | 182/236 [01:05<00:20,  2.67it/s]

 78%|███████▊  | 183/236 [01:05<00:18,  2.88it/s]

 78%|███████▊  | 184/236 [01:05<00:18,  2.81it/s]

 78%|███████▊  | 185/236 [01:06<00:17,  2.84it/s]

 79%|███████▉  | 186/236 [01:06<00:18,  2.73it/s]

 79%|███████▉  | 187/236 [01:06<00:17,  2.80it/s]

 80%|███████▉  | 188/236 [01:07<00:17,  2.79it/s]

 80%|████████  | 189/236 [01:07<00:16,  2.83it/s]

 81%|████████  | 190/236 [01:08<00:17,  2.57it/s]

 81%|████████  | 191/236 [01:08<00:16,  2.67it/s]

 81%|████████▏ | 192/236 [01:08<00:14,  2.98it/s]

 82%|████████▏ | 193/236 [01:09<00:15,  2.81it/s]

 82%|████████▏ | 194/236 [01:09<00:16,  2.61it/s]

 83%|████████▎ | 195/236 [01:09<00:13,  3.07it/s]

 83%|████████▎ | 196/236 [01:09<00:12,  3.14it/s]

 83%|████████▎ | 197/236 [01:10<00:12,  3.17it/s]

 84%|████████▍ | 198/236 [01:10<00:13,  2.91it/s]

 84%|████████▍ | 199/236 [01:11<00:13,  2.80it/s]

 85%|████████▍ | 200/236 [01:11<00:12,  2.78it/s]

 85%|████████▌ | 201/236 [01:11<00:13,  2.59it/s]

 86%|████████▌ | 202/236 [01:12<00:13,  2.54it/s]

 86%|████████▌ | 203/236 [01:12<00:11,  2.82it/s]

 86%|████████▋ | 204/236 [01:12<00:11,  2.89it/s]

 87%|████████▋ | 205/236 [01:13<00:10,  2.83it/s]

 87%|████████▋ | 206/236 [01:13<00:09,  3.00it/s]

 88%|████████▊ | 207/236 [01:13<00:08,  3.27it/s]

 88%|████████▊ | 208/236 [01:14<00:09,  3.04it/s]

 89%|████████▊ | 209/236 [01:14<00:09,  2.86it/s]

 89%|████████▉ | 210/236 [01:15<00:09,  2.67it/s]

 89%|████████▉ | 211/236 [01:15<00:09,  2.53it/s]

 90%|████████▉ | 212/236 [01:15<00:09,  2.67it/s]

 90%|█████████ | 213/236 [01:16<00:08,  2.86it/s]

 91%|█████████ | 214/236 [01:16<00:07,  2.88it/s]

 91%|█████████ | 215/236 [01:16<00:07,  2.82it/s]

 92%|█████████▏| 216/236 [01:17<00:06,  2.98it/s]

 92%|█████████▏| 217/236 [01:17<00:07,  2.71it/s]

 92%|█████████▏| 218/236 [01:17<00:05,  3.02it/s]

 93%|█████████▎| 219/236 [01:18<00:05,  3.16it/s]

 93%|█████████▎| 220/236 [01:18<00:05,  2.92it/s]

 94%|█████████▎| 221/236 [01:18<00:05,  2.91it/s]

 94%|█████████▍| 222/236 [01:19<00:05,  2.69it/s]

 94%|█████████▍| 223/236 [01:19<00:04,  2.70it/s]

 95%|█████████▍| 224/236 [01:20<00:04,  2.51it/s]

 95%|█████████▌| 225/236 [01:20<00:04,  2.61it/s]

 96%|█████████▌| 226/236 [01:20<00:03,  2.61it/s]

 96%|█████████▌| 227/236 [01:21<00:03,  2.74it/s]

 97%|█████████▋| 228/236 [01:21<00:02,  2.80it/s]

 97%|█████████▋| 229/236 [01:21<00:02,  2.71it/s]

 97%|█████████▋| 230/236 [01:22<00:02,  2.84it/s]

 98%|█████████▊| 231/236 [01:22<00:01,  2.78it/s]

 98%|█████████▊| 232/236 [01:22<00:01,  2.75it/s]

 99%|█████████▊| 233/236 [01:23<00:01,  2.88it/s]

 99%|█████████▉| 234/236 [01:23<00:00,  3.14it/s]

100%|█████████▉| 235/236 [01:23<00:00,  2.96it/s]
                                                        

                                                 

 35%|███▌      | 3500/10000 [1:05:37<2:27:18,  1.36s/it]

100%|██████████| 236/236 [01:25<00:00,  2.96it/s]

                                                 
 35%|███▌      | 3501/10000 [1:05:38<49:01:03, 27.15s/it]
 35%|███▌      | 3502/10000 [1:05:40<35:09:23, 19.48s/it]
 35%|███▌      | 3503/10000 [1:05:41<25:25:27, 14.09s/it]
 35%|███▌      | 3504/10000 [1:05:43<18:35:05, 10.30s/it]
 35%|███▌      | 3505/10000 [1:05:44<13:45:57,  7.63s/it]
 35%|███▌      | 3506/10000 [1:05:46<10:22:11,  5.75s/it]
 35%|███▌      | 3507/10000 [1:05:47<7:58:38,  4.42s/it] 
 35%|███▌      | 3508/10000 [1:05:48<6:16:54,  3.48s/it]
 35%|███▌      | 3509/10000 [1:05:49<5:04:36,  2.82s/it]
 35%|███▌      | 3510/10000 [1:05:51<4:13:10,  2.34s/it]
 35%|███▌      | 3511/10000 [1:05:52<3:36:06,  2.00s/it]
 35%|███▌      | 3512/10000 [1:05:53<3:08:19,  1.74s/it]
 35%|███▌      | 3513/10000 [1:05:54<2:48:11,  1.56s/it]
 35%|███▌      | 3514/10000 [1:05:55<2:33:25,  1.42s/it]
 35%|███▌      | 3515/10000 [1:05:56<2:21:34,  1.31s/it]
 35%|███▌      | 3516/10000 [1:05:57<2:11:58,  1.22s/it]
 35%|███▌      | 3517/10000 [1:05:58<2:04:16,  1.15s/it]
 35%|███▌      | 3518/10000 [1:05:59<1:57:59,  1.09s/it]
 35%|███▌      | 3519/10000 [1:06:00<1:52:58,  1.05s/it]
 35%|███▌      | 3520/10000 [1:06:01<1:48:50,  1.01s/it]
 35%|███▌      | 3521/10000 [1:06:02<1:45:22,  1.02it/s]
 35%|███▌      | 3522/10000 [1:06:03<1:41:55,  1.06it/s]
 35%|███▌      | 3523/10000 [1:06:04<1:38:28,  1.10it/s]
 35%|███▌      | 3524/10000 [1:06:05<1:35:36,  1.13it/s]
 35%|███▌      | 3525/10000 [1:06:05<1:32:54,  1.16it/s]
 35%|███▌      | 3526/10000 [1:06:06<1:30:29,  1.19it/s]
 35%|███▌      | 3527/10000 [1:06:07<1:28:19,  1.22it/s]
 35%|███▌      | 3528/10000 [1:06:08<1:26:07,  1.25it/s]
 35%|███▌      | 3529/10000 [1:06:08<1:23:48,  1.29it/s]
 35%|███▌      | 3530/10000 [1:06:09<1:21:28,  1.32it/s]
 35%|███▌      | 3531/10000 [1:06:10<1:19:34,  1.35it/s]
 35%|███▌      | 3532/10000 [1:06:10<1:17:23,  1.39it/s]
 35%|███▌      | 3533/10000 [1:06:11<1:15:12,  1.43it/s]
 35%|███▌      | 3534/10000 [1:06:12<1:13:13,  1.47it/s]
 35%|███▌      | 3535/10000 [1:06:12<1:10:29,  1.53it/s]
 35%|███▌      | 3536/10000 [1:06:13<1:07:28,  1.60it/s]
 35%|███▌      | 3537/10000 [1:06:13<1:04:30,  1.67it/s]
 35%|███▌      | 3538/10000 [1:06:14<1:01:22,  1.75it/s]
 35%|███▌      | 3539/10000 [1:06:14<58:02,  1.86it/s]  
 35%|███▌      | 3540/10000 [1:06:15<54:49,  1.96it/s]
 35%|███▌      | 3541/10000 [1:06:15<51:36,  2.09it/s]
 35%|███▌      | 3542/10000 [1:06:16<48:11,  2.23it/s]
 35%|███▌      | 3543/10000 [1:06:16<44:16,  2.43it/s]
 35%|███▌      | 3544/10000 [1:06:16<41:03,  2.62it/s]
 35%|███▌      | 3545/10000 [1:06:17<38:25,  2.80it/s]
 35%|███▌      | 3546/10000 [1:06:17<36:24,  2.95it/s]
 35%|███▌      | 3547/10000 [1:06:17<34:59,  3.07it/s]
 35%|███▌      | 3548/10000 [1:06:19<1:31:44,  1.17it/s]
 35%|███▌      | 3549/10000 [1:06:21<2:06:56,  1.18s/it]
 36%|███▌      | 3550/10000 [1:06:23<2:26:53,  1.37s/it]
 36%|███▌      | 3551/10000 [1:06:25<2:36:33,  1.46s/it]
 36%|███▌      | 3552/10000 [1:06:26<2:41:26,  1.50s/it]
 36%|███▌      | 3553/10000 [1:06:28<2:43:17,  1.52s/it]
 36%|███▌      | 3554/10000 [1:06:29<2:43:13,  1.52s/it]
 36%|███▌      | 3555/10000 [1:06:31<2:40:36,  1.50s/it]
 36%|███▌      | 3556/10000 [1:06:32<2:37:17,  1.46s/it]
 36%|███▌      | 3557/10000 [1:06:34<2:33:19,  1.43s/it]
 36%|███▌      | 3558/10000 [1:06:35<2:29:33,  1.39s/it]
 36%|███▌      | 3559/10000 [1:06:36<2:26:40,  1.37s/it]
 36%|███▌      | 3560/10000 [1:06:37<2:23:02,  1.33s/it]
 36%|███▌      | 3561/10000 [1:06:39<2:19:35,  1.30s/it]
 36%|███▌      | 3562/10000 [1:06:40<2:15:47,  1.27s/it]
 36%|███▌      | 3563/10000 [1:06:41<2:11:40,  1.23s/it]
 36%|███▌      | 3564/10000 [1:06:42<2:08:27,  1.20s/it]
 36%|███▌      | 3565/10000 [1:06:43<2:04:34,  1.16s/it]
 36%|███▌      | 3566/10000 [1:06:44<2:00:33,  1.12s/it]
 36%|███▌      | 3567/10000 [1:06:45<1:57:29,  1.10s/it]
 36%|███▌      | 3568/10000 [1:06:46<1:54:01,  1.06s/it]
 36%|███▌      | 3569/10000 [1:06:47<1:51:42,  1.04s/it]
 36%|███▌      | 3570/10000 [1:06:48<1:48:58,  1.02s/it]
 36%|███▌      | 3571/10000 [1:06:49<1:46:29,  1.01it/s]
 36%|███▌      | 3572/10000 [1:06:50<1:44:18,  1.03it/s]
 36%|███▌      | 3573/10000 [1:06:51<1:42:10,  1.05it/s]
 36%|███▌      | 3574/10000 [1:06:52<1:39:43,  1.07it/s]
 36%|███▌      | 3575/10000 [1:06:53<1:36:53,  1.11it/s]
 36%|███▌      | 3576/10000 [1:06:53<1:33:51,  1.14it/s]
 36%|███▌      | 3577/10000 [1:06:54<1:31:29,  1.17it/s]
 36%|███▌      | 3578/10000 [1:06:55<1:29:15,  1.20it/s]
 36%|███▌      | 3579/10000 [1:06:56<1:27:04,  1.23it/s]
 36%|███▌      | 3580/10000 [1:06:57<1:25:10,  1.26it/s]
 36%|███▌      | 3581/10000 [1:06:57<1:22:47,  1.29it/s]
 36%|███▌      | 3582/10000 [1:06:58<1:20:12,  1.33it/s]
 36%|███▌      | 3583/10000 [1:06:59<1:17:40,  1.38it/s]
 36%|███▌      | 3584/10000 [1:06:59<1:14:50,  1.43it/s]
 36%|███▌      | 3585/10000 [1:07:00<1:12:47,  1.47it/s]
 36%|███▌      | 3586/10000 [1:07:01<1:09:06,  1.55it/s]
 36%|███▌      | 3587/10000 [1:07:01<1:05:47,  1.62it/s]
 36%|███▌      | 3588/10000 [1:07:02<1:02:39,  1.71it/s]
 36%|███▌      | 3589/10000 [1:07:02<59:43,  1.79it/s]  
 36%|███▌      | 3590/10000 [1:07:03<56:15,  1.90it/s]
 36%|███▌      | 3591/10000 [1:07:03<52:40,  2.03it/s]
 36%|███▌      | 3592/10000 [1:07:03<48:45,  2.19it/s]
 36%|███▌      | 3593/10000 [1:07:04<45:04,  2.37it/s]
 36%|███▌      | 3594/10000 [1:07:04<41:49,  2.55it/s]
 36%|███▌      | 3595/10000 [1:07:04<38:57,  2.74it/s]
 36%|███▌      | 3596/10000 [1:07:05<36:46,  2.90it/s]
 36%|███▌      | 3597/10000 [1:07:05<35:08,  3.04it/s]
 36%|███▌      | 3598/10000 [1:07:07<1:30:54,  1.17it/s]
 36%|███▌      | 3599/10000 [1:07:09<2:04:04,  1.16s/it]
 36%|███▌      | 3600/10000 [1:07:11<2:22:52,  1.34s/it]
 36%|███▌      | 3601/10000 [1:07:12<2:32:09,  1.43s/it]
 36%|███▌      | 3602/10000 [1:07:14<2:36:22,  1.47s/it]
 36%|███▌      | 3603/10000 [1:07:15<2:38:14,  1.48s/it]
 36%|███▌      | 3604/10000 [1:07:17<2:38:22,  1.49s/it]
 36%|███▌      | 3605/10000 [1:07:18<2:35:50,  1.46s/it]
 36%|███▌      | 3606/10000 [1:07:20<2:33:02,  1.44s/it]
 36%|███▌      | 3607/10000 [1:07:21<2:29:29,  1.40s/it]
 36%|███▌      | 3608/10000 [1:07:22<2:25:37,  1.37s/it]
 36%|███▌      | 3609/10000 [1:07:23<2:21:44,  1.33s/it]
 36%|███▌      | 3610/10000 [1:07:25<2:18:26,  1.30s/it]
 36%|███▌      | 3611/10000 [1:07:26<2:15:00,  1.27s/it]
 36%|███▌      | 3612/10000 [1:07:27<2:11:07,  1.23s/it]
 36%|███▌      | 3613/10000 [1:07:28<2:07:50,  1.20s/it]
 36%|███▌      | 3614/10000 [1:07:29<2:05:44,  1.18s/it]
 36%|███▌      | 3615/10000 [1:07:30<2:05:25,  1.18s/it]
 36%|███▌      | 3616/10000 [1:07:32<2:04:41,  1.17s/it]
 36%|███▌      | 3617/10000 [1:07:33<2:03:33,  1.16s/it]
 36%|███▌      | 3618/10000 [1:07:34<2:01:15,  1.14s/it]
 36%|███▌      | 3619/10000 [1:07:35<1:59:12,  1.12s/it]
 36%|███▌      | 3620/10000 [1:07:36<1:56:36,  1.10s/it]
 36%|███▌      | 3621/10000 [1:07:37<1:54:09,  1.07s/it]
 36%|███▌      | 3622/10000 [1:07:38<1:52:05,  1.05s/it]
 36%|███▌      | 3623/10000 [1:07:39<1:48:59,  1.03s/it]
 36%|███▌      | 3624/10000 [1:07:40<1:45:59,  1.00it/s]
 36%|███▋      | 3625/10000 [1:07:41<1:43:25,  1.03it/s]
 36%|███▋      | 3626/10000 [1:07:42<1:41:34,  1.05it/s]
 36%|███▋      | 3627/10000 [1:07:43<1:39:22,  1.07it/s]
 36%|███▋      | 3628/10000 [1:07:43<1:36:56,  1.10it/s]
 36%|███▋      | 3629/10000 [1:07:44<1:34:36,  1.12it/s]
 36%|███▋      | 3630/10000 [1:07:45<1:32:05,  1.15it/s]
 36%|███▋      | 3631/10000 [1:07:46<1:29:23,  1.19it/s]
 36%|███▋      | 3632/10000 [1:07:47<1:26:38,  1.22it/s]
 36%|███▋      | 3633/10000 [1:07:47<1:24:14,  1.26it/s]
 36%|███▋      | 3634/10000 [1:07:48<1:21:25,  1.30it/s]
 36%|███▋      | 3635/10000 [1:07:49<1:19:46,  1.33it/s]
 36%|███▋      | 3636/10000 [1:07:49<1:16:27,  1.39it/s]
 36%|███▋      | 3637/10000 [1:07:50<1:12:57,  1.45it/s]
 36%|███▋      | 3638/10000 [1:07:51<1:09:19,  1.53it/s]
 36%|███▋      | 3639/10000 [1:07:51<1:05:46,  1.61it/s]
 36%|███▋      | 3640/10000 [1:07:52<1:01:34,  1.72it/s]
 36%|███▋      | 3641/10000 [1:07:52<57:47,  1.83it/s]  
 36%|███▋      | 3642/10000 [1:07:53<54:17,  1.95it/s]
 36%|███▋      | 3643/10000 [1:07:53<50:21,  2.10it/s]
 36%|███▋      | 3644/10000 [1:07:53<46:28,  2.28it/s]
 36%|███▋      | 3645/10000 [1:07:54<43:23,  2.44it/s]
 36%|███▋      | 3646/10000 [1:07:54<40:55,  2.59it/s]
 36%|███▋      | 3647/10000 [1:07:54<39:12,  2.70it/s]
 36%|███▋      | 3648/10000 [1:07:57<1:40:37,  1.05it/s]
 36%|███▋      | 3649/10000 [1:07:59<2:17:45,  1.30s/it]
 36%|███▋      | 3650/10000 [1:08:01<2:39:58,  1.51s/it]
 37%|███▋      | 3651/10000 [1:08:03<2:52:52,  1.63s/it]
 37%|███▋      | 3652/10000 [1:08:04<2:59:10,  1.69s/it]
 37%|███▋      | 3653/10000 [1:08:06<3:00:37,  1.71s/it]
 37%|███▋      | 3654/10000 [1:08:08<2:59:50,  1.70s/it]
 37%|███▋      | 3655/10000 [1:08:09<2:56:47,  1.67s/it]
 37%|███▋      | 3656/10000 [1:08:11<2:52:59,  1.64s/it]
 37%|███▋      | 3657/10000 [1:08:13<2:48:28,  1.59s/it]
 37%|███▋      | 3658/10000 [1:08:14<2:43:38,  1.55s/it]
 37%|███▋      | 3659/10000 [1:08:15<2:39:31,  1.51s/it]
 37%|███▋      | 3660/10000 [1:08:17<2:35:02,  1.47s/it]
 37%|███▋      | 3661/10000 [1:08:18<2:29:15,  1.41s/it]
 37%|███▋      | 3662/10000 [1:08:19<2:21:32,  1.34s/it]
 37%|███▋      | 3663/10000 [1:08:20<2:14:58,  1.28s/it]
 37%|███▋      | 3664/10000 [1:08:21<2:09:05,  1.22s/it]
 37%|███▋      | 3665/10000 [1:08:23<2:04:23,  1.18s/it]
 37%|███▋      | 3666/10000 [1:08:24<1:59:52,  1.14s/it]
 37%|███▋      | 3667/10000 [1:08:25<1:55:36,  1.10s/it]
 37%|███▋      | 3668/10000 [1:08:26<1:51:26,  1.06s/it]
 37%|███▋      | 3669/10000 [1:08:26<1:47:38,  1.02s/it]
 37%|███▋      | 3670/10000 [1:08:27<1:44:35,  1.01it/s]
 37%|███▋      | 3671/10000 [1:08:28<1:41:32,  1.04it/s]
 37%|███▋      | 3672/10000 [1:08:29<1:38:07,  1.07it/s]
 37%|███▋      | 3673/10000 [1:08:30<1:34:54,  1.11it/s]
 37%|███▋      | 3674/10000 [1:08:31<1:32:21,  1.14it/s]
 37%|███▋      | 3675/10000 [1:08:32<1:29:58,  1.17it/s]
 37%|███▋      | 3676/10000 [1:08:32<1:27:15,  1.21it/s]
 37%|███▋      | 3677/10000 [1:08:33<1:25:21,  1.23it/s]
 37%|███▋      | 3678/10000 [1:08:34<1:23:23,  1.26it/s]
 37%|███▋      | 3679/10000 [1:08:35<1:21:24,  1.29it/s]
 37%|███▋      | 3680/10000 [1:08:35<1:19:57,  1.32it/s]
 37%|███▋      | 3681/10000 [1:08:36<1:17:39,  1.36it/s]
 37%|███▋      | 3682/10000 [1:08:37<1:15:34,  1.39it/s]
 37%|███▋      | 3683/10000 [1:08:37<1:13:34,  1.43it/s]
 37%|███▋      | 3684/10000 [1:08:38<1:10:50,  1.49it/s]
 37%|███▋      | 3685/10000 [1:08:39<1:07:54,  1.55it/s]
 37%|███▋      | 3686/10000 [1:08:39<1:05:37,  1.60it/s]
 37%|███▋      | 3687/10000 [1:08:40<1:03:01,  1.67it/s]
 37%|███▋      | 3688/10000 [1:08:40<1:00:56,  1.73it/s]
 37%|███▋      | 3689/10000 [1:08:41<58:00,  1.81it/s]  
 37%|███▋      | 3690/10000 [1:08:41<55:01,  1.91it/s]
 37%|███▋      | 3691/10000 [1:08:42<52:12,  2.01it/s]
 37%|███▋      | 3692/10000 [1:08:42<48:41,  2.16it/s]
 37%|███▋      | 3693/10000 [1:08:42<44:58,  2.34it/s]
 37%|███▋      | 3694/10000 [1:08:43<41:57,  2.50it/s]
 37%|███▋      | 3695/10000 [1:08:43<39:16,  2.68it/s]
 37%|███▋      | 3696/10000 [1:08:43<37:01,  2.84it/s]
 37%|███▋      | 3697/10000 [1:08:44<35:41,  2.94it/s]
 37%|███▋      | 3698/10000 [1:08:46<1:33:02,  1.13it/s]
 37%|███▋      | 3699/10000 [1:08:48<2:06:10,  1.20s/it]
 37%|███▋      | 3700/10000 [1:08:49<2:24:39,  1.38s/it]
 37%|███▋      | 3701/10000 [1:08:51<2:33:47,  1.46s/it]
 37%|███▋      | 3702/10000 [1:08:53<2:37:30,  1.50s/it]
 37%|███▋      | 3703/10000 [1:08:54<2:38:24,  1.51s/it]
 37%|███▋      | 3704/10000 [1:08:56<2:38:10,  1.51s/it]
 37%|███▋      | 3705/10000 [1:08:57<2:36:19,  1.49s/it]
 37%|███▋      | 3706/10000 [1:08:59<2:33:54,  1.47s/it]
 37%|███▋      | 3707/10000 [1:09:00<2:30:16,  1.43s/it]
 37%|███▋      | 3708/10000 [1:09:01<2:26:08,  1.39s/it]
 37%|███▋      | 3709/10000 [1:09:03<2:22:44,  1.36s/it]
 37%|███▋      | 3710/10000 [1:09:04<2:19:17,  1.33s/it]
 37%|███▋      | 3711/10000 [1:09:05<2:16:18,  1.30s/it]
 37%|███▋      | 3712/10000 [1:09:06<2:12:47,  1.27s/it]
 37%|███▋      | 3713/10000 [1:09:07<2:08:25,  1.23s/it]
 37%|███▋      | 3714/10000 [1:09:08<2:04:16,  1.19s/it]
 37%|███▋      | 3715/10000 [1:09:10<2:00:32,  1.15s/it]
 37%|███▋      | 3716/10000 [1:09:11<1:57:03,  1.12s/it]
 37%|███▋      | 3717/10000 [1:09:12<1:53:24,  1.08s/it]
 37%|███▋      | 3718/10000 [1:09:13<1:50:22,  1.05s/it]
 37%|███▋      | 3719/10000 [1:09:13<1:47:32,  1.03s/it]
 37%|███▋      | 3720/10000 [1:09:14<1:44:26,  1.00it/s]
 37%|███▋      | 3721/10000 [1:09:15<1:41:34,  1.03it/s]
 37%|███▋      | 3722/10000 [1:09:16<1:38:05,  1.07it/s]
 37%|███▋      | 3723/10000 [1:09:17<1:34:59,  1.10it/s]
 37%|███▋      | 3724/10000 [1:09:18<1:31:41,  1.14it/s]
 37%|███▋      | 3725/10000 [1:09:19<1:29:03,  1.17it/s]
 37%|███▋      | 3726/10000 [1:09:19<1:26:31,  1.21it/s]
 37%|███▋      | 3727/10000 [1:09:20<1:24:26,  1.24it/s]
 37%|███▋      | 3728/10000 [1:09:21<1:23:08,  1.26it/s]
 37%|███▋      | 3729/10000 [1:09:22<1:21:09,  1.29it/s]
 37%|███▋      | 3730/10000 [1:09:22<1:19:17,  1.32it/s]
 37%|███▋      | 3731/10000 [1:09:23<1:16:59,  1.36it/s]
 37%|███▋      | 3732/10000 [1:09:24<1:14:44,  1.40it/s]
 37%|███▋      | 3733/10000 [1:09:24<1:12:49,  1.43it/s]
 37%|███▋      | 3734/10000 [1:09:25<1:11:21,  1.46it/s]
 37%|███▋      | 3735/10000 [1:09:26<1:08:25,  1.53it/s]
 37%|███▋      | 3736/10000 [1:09:26<1:05:52,  1.58it/s]
 37%|███▋      | 3737/10000 [1:09:27<1:03:09,  1.65it/s]
 37%|███▋      | 3738/10000 [1:09:27<1:00:25,  1.73it/s]
 37%|███▋      | 3739/10000 [1:09:28<57:14,  1.82it/s]  
 37%|███▋      | 3740/10000 [1:09:28<54:18,  1.92it/s]
 37%|███▋      | 3741/10000 [1:09:29<51:00,  2.04it/s]
 37%|███▋      | 3742/10000 [1:09:29<47:46,  2.18it/s]
 37%|███▋      | 3743/10000 [1:09:29<44:30,  2.34it/s]
 37%|███▋      | 3744/10000 [1:09:30<41:08,  2.53it/s]
 37%|███▋      | 3745/10000 [1:09:30<38:44,  2.69it/s]
 37%|███▋      | 3746/10000 [1:09:30<36:35,  2.85it/s]
 37%|███▋      | 3747/10000 [1:09:31<35:08,  2.97it/s]
 37%|███▋      | 3748/10000 [1:09:33<1:28:27,  1.18it/s]
 37%|███▋      | 3749/10000 [1:09:34<1:55:18,  1.11s/it]
 38%|███▊      | 3750/10000 [1:09:36<2:09:02,  1.24s/it]
 38%|███▊      | 3751/10000 [1:09:37<2:15:35,  1.30s/it]
 38%|███▊      | 3752/10000 [1:09:39<2:16:57,  1.32s/it]
 38%|███▊      | 3753/10000 [1:09:40<2:15:23,  1.30s/it]
 38%|███▊      | 3754/10000 [1:09:41<2:10:07,  1.25s/it]
 38%|███▊      | 3755/10000 [1:09:42<2:03:07,  1.18s/it]
 38%|███▊      | 3756/10000 [1:09:43<1:56:29,  1.12s/it]
 38%|███▊      | 3757/10000 [1:09:44<1:50:01,  1.06s/it]
 38%|███▊      | 3758/10000 [1:09:45<1:42:49,  1.01it/s]
 38%|███▊      | 3759/10000 [1:09:46<1:36:48,  1.07it/s]
 38%|███▊      | 3760/10000 [1:09:46<1:30:56,  1.14it/s]
 38%|███▊      | 3761/10000 [1:09:47<1:25:05,  1.22it/s]
 38%|███▊      | 3762/10000 [1:09:48<1:18:52,  1.32it/s]
 38%|███▊      | 3763/10000 [1:09:48<1:12:27,  1.43it/s]
 38%|███▊      | 3764/10000 [1:09:49<1:06:06,  1.57it/s]
 38%|███▊      | 3765/10000 [1:09:49<59:34,  1.74it/s]  
 38%|███▊      | 3766/10000 [1:09:49<52:48,  1.97it/s]
 38%|███▊      | 3767/10000 [1:09:50<46:22,  2.24it/s]
 38%|███▊      | 3768/10000 [1:09:50<39:12,  2.65it/s]
 38%|███▊      | 3769/10000 [1:09:52<1:32:37,  1.12it/s]
 38%|███▊      | 3770/10000 [1:09:54<2:02:35,  1.18s/it]
 38%|███▊      | 3771/10000 [1:09:56<2:20:13,  1.35s/it]
 38%|███▊      | 3772/10000 [1:09:57<2:29:51,  1.44s/it]
 38%|███▊      | 3773/10000 [1:09:59<2:33:31,  1.48s/it]
 38%|███▊      | 3774/10000 [1:10:00<2:34:54,  1.49s/it]
 38%|███▊      | 3775/10000 [1:10:02<2:34:23,  1.49s/it]
 38%|███▊      | 3776/10000 [1:10:03<2:32:11,  1.47s/it]
 38%|███▊      | 3777/10000 [1:10:05<2:28:42,  1.43s/it]
 38%|███▊      | 3778/10000 [1:10:06<2:25:17,  1.40s/it]
 38%|███▊      | 3779/10000 [1:10:07<2:21:00,  1.36s/it]
 38%|███▊      | 3780/10000 [1:10:09<2:17:16,  1.32s/it]
 38%|███▊      | 3781/10000 [1:10:10<2:14:04,  1.29s/it]
 38%|███▊      | 3782/10000 [1:10:11<2:10:58,  1.26s/it]
 38%|███▊      | 3783/10000 [1:10:12<2:07:30,  1.23s/it]
 38%|███▊      | 3784/10000 [1:10:13<2:04:28,  1.20s/it]
 38%|███▊      | 3785/10000 [1:10:14<2:01:41,  1.17s/it]
 38%|███▊      | 3786/10000 [1:10:15<1:58:29,  1.14s/it]
 38%|███▊      | 3787/10000 [1:10:16<1:55:26,  1.11s/it]
 38%|███▊      | 3788/10000 [1:10:17<1:52:24,  1.09s/it]
 38%|███▊      | 3789/10000 [1:10:18<1:48:59,  1.05s/it]
 38%|███▊      | 3790/10000 [1:10:19<1:46:27,  1.03s/it]
 38%|███▊      | 3791/10000 [1:10:20<1:43:41,  1.00s/it]
 38%|███▊      | 3792/10000 [1:10:21<1:40:56,  1.03it/s]
 38%|███▊      | 3793/10000 [1:10:22<1:38:44,  1.05it/s]
 38%|███▊      | 3794/10000 [1:10:23<1:36:51,  1.07it/s]
 38%|███▊      | 3795/10000 [1:10:24<1:34:20,  1.10it/s]
 38%|███▊      | 3796/10000 [1:10:25<1:32:03,  1.12it/s]
 38%|███▊      | 3797/10000 [1:10:26<1:29:42,  1.15it/s]
 38%|███▊      | 3798/10000 [1:10:26<1:27:27,  1.18it/s]
 38%|███▊      | 3799/10000 [1:10:27<1:25:32,  1.21it/s]
 38%|███▊      | 3800/10000 [1:10:28<1:23:34,  1.24it/s]
 38%|███▊      | 3801/10000 [1:10:29<1:21:20,  1.27it/s]
 38%|███▊      | 3802/10000 [1:10:29<1:19:08,  1.31it/s]
 38%|███▊      | 3803/10000 [1:10:30<1:16:50,  1.34it/s]
 38%|███▊      | 3804/10000 [1:10:31<1:14:12,  1.39it/s]
 38%|███▊      | 3805/10000 [1:10:31<1:11:37,  1.44it/s]
 38%|███▊      | 3806/10000 [1:10:32<1:09:41,  1.48it/s]
 38%|███▊      | 3807/10000 [1:10:33<1:06:21,  1.56it/s]
 38%|███▊      | 3808/10000 [1:10:33<1:02:48,  1.64it/s]
 38%|███▊      | 3809/10000 [1:10:34<59:29,  1.73it/s]  
 38%|███▊      | 3810/10000 [1:10:34<56:44,  1.82it/s]
 38%|███▊      | 3811/10000 [1:10:35<53:20,  1.93it/s]
 38%|███▊      | 3812/10000 [1:10:35<49:54,  2.07it/s]
 38%|███▊      | 3813/10000 [1:10:35<46:18,  2.23it/s]
 38%|███▊      | 3814/10000 [1:10:36<42:47,  2.41it/s]
 38%|███▊      | 3815/10000 [1:10:36<39:40,  2.60it/s]
 38%|███▊      | 3816/10000 [1:10:36<36:52,  2.80it/s]
 38%|███▊      | 3817/10000 [1:10:37<35:02,  2.94it/s]
 38%|███▊      | 3818/10000 [1:10:37<33:26,  3.08it/s]
 38%|███▊      | 3819/10000 [1:10:39<1:27:24,  1.18it/s]
 38%|███▊      | 3820/10000 [1:10:41<1:59:08,  1.16s/it]
 38%|███▊      | 3821/10000 [1:10:43<2:17:55,  1.34s/it]
 38%|███▊      | 3822/10000 [1:10:44<2:27:57,  1.44s/it]
 38%|███▊      | 3823/10000 [1:10:46<2:32:49,  1.48s/it]
 38%|███▊      | 3824/10000 [1:10:47<2:35:01,  1.51s/it]
 38%|███▊      | 3825/10000 [1:10:49<2:34:42,  1.50s/it]
 38%|███▊      | 3826/10000 [1:10:50<2:33:19,  1.49s/it]
 38%|███▊      | 3827/10000 [1:10:52<2:30:37,  1.46s/it]
 38%|███▊      | 3828/10000 [1:10:53<2:27:18,  1.43s/it]
 38%|███▊      | 3829/10000 [1:10:54<2:23:38,  1.40s/it]
 38%|███▊      | 3830/10000 [1:10:56<2:19:26,  1.36s/it]
 38%|███▊      | 3831/10000 [1:10:57<2:15:47,  1.32s/it]
 38%|███▊      | 3832/10000 [1:10:58<2:12:35,  1.29s/it]
 38%|███▊      | 3833/10000 [1:10:59<2:09:20,  1.26s/it]
 38%|███▊      | 3834/10000 [1:11:00<2:05:20,  1.22s/it]
 38%|███▊      | 3835/10000 [1:11:02<2:02:08,  1.19s/it]
 38%|███▊      | 3836/10000 [1:11:03<1:58:55,  1.16s/it]
 38%|███▊      | 3837/10000 [1:11:04<1:55:45,  1.13s/it]
 38%|███▊      | 3838/10000 [1:11:05<1:52:37,  1.10s/it]
 38%|███▊      | 3839/10000 [1:11:06<1:49:55,  1.07s/it]
 38%|███▊      | 3840/10000 [1:11:07<1:47:04,  1.04s/it]
 38%|███▊      | 3841/10000 [1:11:08<1:43:52,  1.01s/it]
 38%|███▊      | 3842/10000 [1:11:09<1:40:43,  1.02it/s]
 38%|███▊      | 3843/10000 [1:11:09<1:37:52,  1.05it/s]
 38%|███▊      | 3844/10000 [1:11:10<1:35:21,  1.08it/s]
 38%|███▊      | 3845/10000 [1:11:11<1:32:49,  1.11it/s]
 38%|███▊      | 3846/10000 [1:11:12<1:30:34,  1.13it/s]
 38%|███▊      | 3847/10000 [1:11:13<1:28:33,  1.16it/s]
 38%|███▊      | 3848/10000 [1:11:14<1:26:27,  1.19it/s]
 38%|███▊      | 3849/10000 [1:11:14<1:24:12,  1.22it/s]
 38%|███▊      | 3850/10000 [1:11:15<1:22:06,  1.25it/s]
 39%|███▊      | 3851/10000 [1:11:16<1:19:48,  1.28it/s]
 39%|███▊      | 3852/10000 [1:11:17<1:17:37,  1.32it/s]
 39%|███▊      | 3853/10000 [1:11:17<1:15:27,  1.36it/s]
 39%|███▊      | 3854/10000 [1:11:18<1:12:53,  1.41it/s]
 39%|███▊      | 3855/10000 [1:11:19<1:11:03,  1.44it/s]
 39%|███▊      | 3856/10000 [1:11:19<1:08:19,  1.50it/s]
 39%|███▊      | 3857/10000 [1:11:20<1:05:43,  1.56it/s]
 39%|███▊      | 3858/10000 [1:11:20<1:03:14,  1.62it/s]
 39%|███▊      | 3859/10000 [1:11:21<1:00:34,  1.69it/s]
 39%|███▊      | 3860/10000 [1:11:21<57:53,  1.77it/s]  
 39%|███▊      | 3861/10000 [1:11:22<54:59,  1.86it/s]
 39%|███▊      | 3862/10000 [1:11:22<52:12,  1.96it/s]
 39%|███▊      | 3863/10000 [1:11:23<48:42,  2.10it/s]
 39%|███▊      | 3864/10000 [1:11:23<44:42,  2.29it/s]
 39%|███▊      | 3865/10000 [1:11:23<41:25,  2.47it/s]
 39%|███▊      | 3866/10000 [1:11:24<38:46,  2.64it/s]
 39%|███▊      | 3867/10000 [1:11:24<36:40,  2.79it/s]
 39%|███▊      | 3868/10000 [1:11:24<34:59,  2.92it/s]
 39%|███▊      | 3869/10000 [1:11:26<1:30:29,  1.13it/s]
 39%|███▊      | 3870/10000 [1:11:28<2:03:40,  1.21s/it]
 39%|███▊      | 3871/10000 [1:11:30<2:22:53,  1.40s/it]
 39%|███▊      | 3872/10000 [1:11:32<2:32:06,  1.49s/it]
 39%|███▊      | 3873/10000 [1:11:34<2:36:12,  1.53s/it]
 39%|███▊      | 3874/10000 [1:11:35<2:38:35,  1.55s/it]
 39%|███▉      | 3875/10000 [1:11:37<2:38:11,  1.55s/it]
 39%|███▉      | 3876/10000 [1:11:38<2:36:42,  1.54s/it]
 39%|███▉      | 3877/10000 [1:11:40<2:34:18,  1.51s/it]
 39%|███▉      | 3878/10000 [1:11:41<2:30:58,  1.48s/it]
 39%|███▉      | 3879/10000 [1:11:42<2:26:58,  1.44s/it]
 39%|███▉      | 3880/10000 [1:11:44<2:23:10,  1.40s/it]
 39%|███▉      | 3881/10000 [1:11:45<2:19:46,  1.37s/it]
 39%|███▉      | 3882/10000 [1:11:46<2:15:39,  1.33s/it]
 39%|███▉      | 3883/10000 [1:11:47<2:12:01,  1.30s/it]
 39%|███▉      | 3884/10000 [1:11:49<2:08:03,  1.26s/it]
 39%|███▉      | 3885/10000 [1:11:50<2:05:15,  1.23s/it]
 39%|███▉      | 3886/10000 [1:11:51<2:03:57,  1.22s/it]
 39%|███▉      | 3887/10000 [1:11:52<2:01:28,  1.19s/it]
 39%|███▉      | 3888/10000 [1:11:53<1:58:43,  1.17s/it]
 39%|███▉      | 3889/10000 [1:11:54<1:55:58,  1.14s/it]
 39%|███▉      | 3890/10000 [1:11:55<1:53:37,  1.12s/it]
 39%|███▉      | 3891/10000 [1:11:56<1:50:53,  1.09s/it]
 39%|███▉      | 3892/10000 [1:11:57<1:48:29,  1.07s/it]
 39%|███▉      | 3893/10000 [1:11:58<1:46:09,  1.04s/it]
 39%|███▉      | 3894/10000 [1:11:59<1:42:28,  1.01s/it]
 39%|███▉      | 3895/10000 [1:12:00<1:39:02,  1.03it/s]
 39%|███▉      | 3896/10000 [1:12:01<1:35:46,  1.06it/s]
 39%|███▉      | 3897/10000 [1:12:02<1:33:01,  1.09it/s]
 39%|███▉      | 3898/10000 [1:12:03<1:30:38,  1.12it/s]
 39%|███▉      | 3899/10000 [1:12:04<1:28:13,  1.15it/s]
 39%|███▉      | 3900/10000 [1:12:04<1:25:38,  1.19it/s]
 39%|███▉      | 3901/10000 [1:12:05<1:23:29,  1.22it/s]
 39%|███▉      | 3902/10000 [1:12:06<1:21:24,  1.25it/s]
 39%|███▉      | 3903/10000 [1:12:07<1:19:02,  1.29it/s]
 39%|███▉      | 3904/10000 [1:12:07<1:16:35,  1.33it/s]
 39%|███▉      | 3905/10000 [1:12:08<1:14:34,  1.36it/s]
 39%|███▉      | 3906/10000 [1:12:09<1:11:17,  1.42it/s]
 39%|███▉      | 3907/10000 [1:12:09<1:07:59,  1.49it/s]
 39%|███▉      | 3908/10000 [1:12:10<1:04:39,  1.57it/s]
 39%|███▉      | 3909/10000 [1:12:10<1:02:08,  1.63it/s]
 39%|███▉      | 3910/10000 [1:12:11<59:00,  1.72it/s]  
 39%|███▉      | 3911/10000 [1:12:11<55:55,  1.81it/s]
 39%|███▉      | 3912/10000 [1:12:12<52:49,  1.92it/s]
 39%|███▉      | 3913/10000 [1:12:12<49:36,  2.05it/s]
 39%|███▉      | 3914/10000 [1:12:13<46:23,  2.19it/s]
 39%|███▉      | 3915/10000 [1:12:13<43:12,  2.35it/s]
 39%|███▉      | 3916/10000 [1:12:13<40:44,  2.49it/s]
 39%|███▉      | 3917/10000 [1:12:14<38:47,  2.61it/s]
 39%|███▉      | 3918/10000 [1:12:14<37:23,  2.71it/s]
 39%|███▉      | 3919/10000 [1:12:16<1:36:33,  1.05it/s]
 39%|███▉      | 3920/10000 [1:12:18<2:12:01,  1.30s/it]
 39%|███▉      | 3921/10000 [1:12:20<2:31:50,  1.50s/it]
 39%|███▉      | 3922/10000 [1:12:22<2:42:32,  1.60s/it]
 39%|███▉      | 3923/10000 [1:12:24<2:47:39,  1.66s/it]
 39%|███▉      | 3924/10000 [1:12:26<2:49:22,  1.67s/it]
 39%|███▉      | 3925/10000 [1:12:27<2:47:54,  1.66s/it]
 39%|███▉      | 3926/10000 [1:12:29<2:45:27,  1.63s/it]
 39%|███▉      | 3927/10000 [1:12:30<2:41:38,  1.60s/it]
 39%|███▉      | 3928/10000 [1:12:32<2:37:15,  1.55s/it]
 39%|███▉      | 3929/10000 [1:12:33<2:32:27,  1.51s/it]
 39%|███▉      | 3930/10000 [1:12:35<2:28:14,  1.47s/it]
 39%|███▉      | 3931/10000 [1:12:36<2:24:02,  1.42s/it]
 39%|███▉      | 3932/10000 [1:12:37<2:20:26,  1.39s/it]
 39%|███▉      | 3933/10000 [1:12:39<2:17:05,  1.36s/it]
 39%|███▉      | 3934/10000 [1:12:40<2:13:17,  1.32s/it]
 39%|███▉      | 3935/10000 [1:12:41<2:08:57,  1.28s/it]
 39%|███▉      | 3936/10000 [1:12:42<2:04:25,  1.23s/it]
 39%|███▉      | 3937/10000 [1:12:43<2:00:21,  1.19s/it]
 39%|███▉      | 3938/10000 [1:12:44<1:56:52,  1.16s/it]
 39%|███▉      | 3939/10000 [1:12:45<1:53:41,  1.13s/it]
 39%|███▉      | 3940/10000 [1:12:46<1:51:32,  1.10s/it]
 39%|███▉      | 3941/10000 [1:12:47<1:49:23,  1.08s/it]
 39%|███▉      | 3942/10000 [1:12:48<1:46:49,  1.06s/it]
 39%|███▉      | 3943/10000 [1:12:49<1:44:13,  1.03s/it]
 39%|███▉      | 3944/10000 [1:12:50<1:41:56,  1.01s/it]
 39%|███▉      | 3945/10000 [1:12:51<1:39:22,  1.02it/s]
 39%|███▉      | 3946/10000 [1:12:52<1:36:29,  1.05it/s]
 39%|███▉      | 3947/10000 [1:12:53<1:33:12,  1.08it/s]
 39%|███▉      | 3948/10000 [1:12:54<1:31:38,  1.10it/s]
 39%|███▉      | 3949/10000 [1:12:55<1:31:02,  1.11it/s]
 40%|███▉      | 3950/10000 [1:12:56<1:27:44,  1.15it/s]
 40%|███▉      | 3951/10000 [1:12:56<1:25:38,  1.18it/s]
 40%|███▉      | 3952/10000 [1:12:57<1:22:47,  1.22it/s]
 40%|███▉      | 3953/10000 [1:12:58<1:20:10,  1.26it/s]
 40%|███▉      | 3954/10000 [1:12:59<1:17:36,  1.30it/s]
 40%|███▉      | 3955/10000 [1:12:59<1:15:38,  1.33it/s]
 40%|███▉      | 3956/10000 [1:13:00<1:12:07,  1.40it/s]
 40%|███▉      | 3957/10000 [1:13:00<1:08:52,  1.46it/s]
 40%|███▉      | 3958/10000 [1:13:01<1:05:21,  1.54it/s]
 40%|███▉      | 3959/10000 [1:13:02<1:02:08,  1.62it/s]
 40%|███▉      | 3960/10000 [1:13:02<58:23,  1.72it/s]  
 40%|███▉      | 3961/10000 [1:13:03<55:06,  1.83it/s]
 40%|███▉      | 3962/10000 [1:13:03<51:48,  1.94it/s]
 40%|███▉      | 3963/10000 [1:13:03<49:04,  2.05it/s]
 40%|███▉      | 3964/10000 [1:13:04<45:52,  2.19it/s]
 40%|███▉      | 3965/10000 [1:13:04<42:46,  2.35it/s]
 40%|███▉      | 3966/10000 [1:13:05<40:17,  2.50it/s]
 40%|███▉      | 3967/10000 [1:13:05<38:49,  2.59it/s]
 40%|███▉      | 3968/10000 [1:13:05<37:09,  2.71it/s]
 40%|███▉      | 3969/10000 [1:13:08<1:40:56,  1.00s/it]
 40%|███▉      | 3970/10000 [1:13:10<2:15:35,  1.35s/it]
 40%|███▉      | 3971/10000 [1:13:12<2:34:26,  1.54s/it]
 40%|███▉      | 3972/10000 [1:13:14<2:43:42,  1.63s/it]
 40%|███▉      | 3973/10000 [1:13:15<2:47:36,  1.67s/it]
 40%|███▉      | 3974/10000 [1:13:17<2:47:44,  1.67s/it]
 40%|███▉      | 3975/10000 [1:13:19<2:46:19,  1.66s/it]
 40%|███▉      | 3976/10000 [1:13:20<2:44:24,  1.64s/it]
 40%|███▉      | 3977/10000 [1:13:22<2:40:42,  1.60s/it]
 40%|███▉      | 3978/10000 [1:13:23<2:37:26,  1.57s/it]
 40%|███▉      | 3979/10000 [1:13:25<2:35:03,  1.55s/it]
 40%|███▉      | 3980/10000 [1:13:26<2:31:02,  1.51s/it]
 40%|███▉      | 3981/10000 [1:13:28<2:26:42,  1.46s/it]
 40%|███▉      | 3982/10000 [1:13:29<2:21:17,  1.41s/it]
 40%|███▉      | 3983/10000 [1:13:30<2:15:15,  1.35s/it]
 40%|███▉      | 3984/10000 [1:13:31<2:08:54,  1.29s/it]
 40%|███▉      | 3985/10000 [1:13:32<2:04:37,  1.24s/it]
 40%|███▉      | 3986/10000 [1:13:33<2:00:35,  1.20s/it]
 40%|███▉      | 3987/10000 [1:13:35<1:56:50,  1.17s/it]
 40%|███▉      | 3988/10000 [1:13:36<1:53:20,  1.13s/it]
 40%|███▉      | 3989/10000 [1:13:37<1:50:24,  1.10s/it]
 40%|███▉      | 3990/10000 [1:13:38<1:47:06,  1.07s/it]
 40%|███▉      | 3991/10000 [1:13:39<1:44:01,  1.04s/it]
 40%|███▉      | 3992/10000 [1:13:40<1:41:15,  1.01s/it]
 40%|███▉      | 3993/10000 [1:13:40<1:38:56,  1.01it/s]
 40%|███▉      | 3994/10000 [1:13:41<1:36:33,  1.04it/s]
 40%|███▉      | 3995/10000 [1:13:42<1:33:15,  1.07it/s]
 40%|███▉      | 3996/10000 [1:13:43<1:30:37,  1.10it/s]
 40%|███▉      | 3997/10000 [1:13:44<1:27:57,  1.14it/s]
 40%|███▉      | 3998/10000 [1:13:45<1:25:40,  1.17it/s]
 40%|███▉      | 3999/10000 [1:13:45<1:23:12,  1.20it/s]
 40%|████      | 4000/10000 [1:13:46<1:21:10,  1.23it/s]
                                                        

 40%|████      | 4000/10000 [1:13:46<1:21:10,  1.23it/s]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 = 2822
  Batch size = 12
{'eval_loss': 0.688980221748352, 'eval_wer': 0.2335575485799701, 'eval_runtime': 85.6719, 'eval_samples_per_second': 32.94, 'eval_steps_per_second': 2.755, 'epoch': 7.43}
{'loss': 0.4724, 'learning_rate': 6.66888888888889e-05, 'epoch': 8.49}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:42,  5.57it/s]

  1%|▏         | 3/236 [00:00<01:07,  3.45it/s]

  2%|▏         | 4/236 [00:01<01:08,  3.37it/s]

  2%|▏         | 5/236 [00:01<01:12,  3.20it/s]

  3%|▎         | 6/236 [00:01<01:14,  3.09it/s]

  3%|▎         | 7/236 [00:02<01:18,  2.93it/s]

  3%|▎         | 8/236 [00:02<01:19,  2.88it/s]

  4%|▍         | 9/236 [00:02<01:15,  3.00it/s]

  4%|▍         | 10/236 [00:03<01:19,  2.85it/s]

  5%|▍         | 11/236 [00:03<01:23,  2.70it/s]

  5%|▌         | 12/236 [00:03<01:19,  2.82it/s]

  6%|▌         | 13/236 [00:04<01:21,  2.75it/s]

  6%|▌         | 14/236 [00:04<01:23,  2.67it/s]

  6%|▋         | 15/236 [00:05<01:21,  2.72it/s]

  7%|▋         | 16/236 [00:05<01:25,  2.57it/s]

  7%|▋         | 17/236 [00:05<01:25,  2.56it/s]

  8%|▊         | 18/236 [00:06<01:26,  2.53it/s]

  8%|▊         | 19/236 [00:06<01:21,  2.65it/s]

  8%|▊         | 20/236 [00:07<01:27,  2.46it/s]

  9%|▉         | 21/236 [00:07<01:25,  2.51it/s]

  9%|▉         | 22/236 [00:07<01:25,  2.51it/s]

 10%|▉         | 23/236 [00:08<01:20,  2.64it/s]

 10%|█         | 24/236 [00:08<01:16,  2.76it/s]

 11%|█         | 25/236 [00:08<01:10,  2.98it/s]

 11%|█         | 26/236 [00:09<01:15,  2.78it/s]

 11%|█▏        | 27/236 [00:09<01:11,  2.91it/s]

 12%|█▏        | 28/236 [00:09<01:11,  2.91it/s]

 12%|█▏        | 29/236 [00:10<01:09,  2.97it/s]

 13%|█▎        | 30/236 [00:10<01:08,  3.02it/s]

 13%|█▎        | 31/236 [00:10<01:12,  2.84it/s]

 14%|█▎        | 32/236 [00:11<01:19,  2.58it/s]

 14%|█▍        | 33/236 [00:11<01:21,  2.50it/s]

 14%|█▍        | 34/236 [00:12<01:17,  2.59it/s]

 15%|█▍        | 35/236 [00:12<01:15,  2.66it/s]

 15%|█▌        | 36/236 [00:12<01:15,  2.63it/s]

 16%|█▌        | 37/236 [00:13<01:16,  2.61it/s]

 16%|█▌        | 38/236 [00:13<01:10,  2.81it/s]

 17%|█▋        | 39/236 [00:14<01:15,  2.60it/s]

 17%|█▋        | 40/236 [00:14<01:19,  2.46it/s]

 17%|█▋        | 41/236 [00:14<01:20,  2.43it/s]

 18%|█▊        | 42/236 [00:15<01:23,  2.31it/s]

 18%|█▊        | 43/236 [00:15<01:23,  2.32it/s]

 19%|█▊        | 44/236 [00:16<01:21,  2.36it/s]

 19%|█▉        | 45/236 [00:16<01:16,  2.49it/s]

 19%|█▉        | 46/236 [00:17<01:17,  2.45it/s]

 20%|█▉        | 47/236 [00:17<01:18,  2.40it/s]

 20%|██        | 48/236 [00:17<01:13,  2.54it/s]

 21%|██        | 49/236 [00:18<01:20,  2.31it/s]

 21%|██        | 50/236 [00:18<01:18,  2.36it/s]

 22%|██▏       | 51/236 [00:19<01:14,  2.47it/s]

 22%|██▏       | 52/236 [00:19<01:12,  2.55it/s]

 22%|██▏       | 53/236 [00:19<01:17,  2.35it/s]

 23%|██▎       | 54/236 [00:20<01:14,  2.44it/s]

 23%|██▎       | 55/236 [00:20<01:10,  2.55it/s]

 24%|██▎       | 56/236 [00:21<01:12,  2.50it/s]

 24%|██▍       | 57/236 [00:21<01:12,  2.47it/s]

 25%|██▍       | 58/236 [00:21<01:09,  2.56it/s]

 25%|██▌       | 59/236 [00:22<01:08,  2.57it/s]

 25%|██▌       | 60/236 [00:22<01:10,  2.50it/s]

 26%|██▌       | 61/236 [00:23<01:07,  2.60it/s]

 26%|██▋       | 62/236 [00:23<01:04,  2.71it/s]

 27%|██▋       | 63/236 [00:23<01:05,  2.63it/s]

 27%|██▋       | 64/236 [00:24<01:06,  2.60it/s]

 28%|██▊       | 65/236 [00:24<01:06,  2.55it/s]

 28%|██▊       | 66/236 [00:24<01:02,  2.71it/s]

 28%|██▊       | 67/236 [00:25<00:58,  2.87it/s]

 29%|██▉       | 68/236 [00:25<00:56,  2.96it/s]

 29%|██▉       | 69/236 [00:25<00:54,  3.06it/s]

 30%|██▉       | 70/236 [00:26<00:52,  3.19it/s]

 30%|███       | 71/236 [00:26<00:56,  2.92it/s]

 31%|███       | 72/236 [00:26<00:56,  2.91it/s]

 31%|███       | 73/236 [00:27<01:02,  2.62it/s]

 31%|███▏      | 74/236 [00:27<01:04,  2.50it/s]

 32%|███▏      | 75/236 [00:28<01:03,  2.52it/s]

 32%|███▏      | 76/236 [00:28<01:03,  2.51it/s]

 33%|███▎      | 77/236 [00:28<01:02,  2.53it/s]

 33%|███▎      | 78/236 [00:29<00:58,  2.71it/s]

 33%|███▎      | 79/236 [00:29<01:00,  2.59it/s]

 34%|███▍      | 80/236 [00:30<01:00,  2.57it/s]

 34%|███▍      | 81/236 [00:30<01:00,  2.58it/s]

 35%|███▍      | 82/236 [00:30<00:59,  2.58it/s]

 35%|███▌      | 83/236 [00:31<00:54,  2.79it/s]

 36%|███▌      | 84/236 [00:31<00:52,  2.92it/s]

 36%|███▌      | 85/236 [00:31<00:49,  3.04it/s]

 36%|███▋      | 86/236 [00:32<00:46,  3.20it/s]

 37%|███▋      | 87/236 [00:32<00:48,  3.05it/s]

 37%|███▋      | 88/236 [00:32<00:48,  3.03it/s]

 38%|███▊      | 89/236 [00:33<00:51,  2.86it/s]

 38%|███▊      | 90/236 [00:33<00:51,  2.81it/s]

 39%|███▊      | 91/236 [00:33<00:55,  2.62it/s]

 39%|███▉      | 92/236 [00:34<00:51,  2.81it/s]

 39%|███▉      | 93/236 [00:34<00:48,  2.96it/s]

 40%|███▉      | 94/236 [00:34<00:46,  3.08it/s]

 40%|████      | 95/236 [00:35<00:49,  2.87it/s]

 41%|████      | 96/236 [00:35<00:47,  2.94it/s]

 41%|████      | 97/236 [00:35<00:45,  3.08it/s]

 42%|████▏     | 98/236 [00:36<00:46,  2.96it/s]

 42%|████▏     | 99/236 [00:36<00:51,  2.67it/s]

 42%|████▏     | 100/236 [00:37<00:51,  2.64it/s]

 43%|████▎     | 101/236 [00:37<00:52,  2.57it/s]

 43%|████▎     | 102/236 [00:37<00:49,  2.71it/s]

 44%|████▎     | 103/236 [00:38<00:47,  2.81it/s]

 44%|████▍     | 104/236 [00:38<00:49,  2.65it/s]

 44%|████▍     | 105/236 [00:38<00:46,  2.84it/s]

 45%|████▍     | 106/236 [00:39<00:46,  2.81it/s]

 45%|████▌     | 107/236 [00:39<00:46,  2.79it/s]

 46%|████▌     | 108/236 [00:40<00:50,  2.53it/s]

 46%|████▌     | 109/236 [00:40<00:51,  2.48it/s]

 47%|████▋     | 110/236 [00:40<00:46,  2.69it/s]

 47%|████▋     | 111/236 [00:41<00:44,  2.84it/s]

 47%|████▋     | 112/236 [00:41<00:44,  2.77it/s]

 48%|████▊     | 113/236 [00:41<00:44,  2.78it/s]

 48%|████▊     | 114/236 [00:42<00:44,  2.72it/s]

 49%|████▊     | 115/236 [00:42<00:42,  2.83it/s]

 49%|████▉     | 116/236 [00:42<00:41,  2.87it/s]

 50%|████▉     | 117/236 [00:43<00:43,  2.75it/s]

 50%|█████     | 118/236 [00:43<00:41,  2.84it/s]

 50%|█████     | 119/236 [00:43<00:40,  2.87it/s]

 51%|█████     | 120/236 [00:44<00:39,  2.94it/s]

 51%|█████▏    | 121/236 [00:44<00:40,  2.84it/s]

 52%|█████▏    | 122/236 [00:45<00:42,  2.70it/s]

 52%|█████▏    | 123/236 [00:45<00:40,  2.80it/s]

 53%|█████▎    | 124/236 [00:45<00:40,  2.79it/s]

 53%|█████▎    | 125/236 [00:46<00:39,  2.82it/s]

 53%|█████▎    | 126/236 [00:46<00:37,  2.91it/s]

 54%|█████▍    | 127/236 [00:46<00:38,  2.80it/s]

 54%|█████▍    | 128/236 [00:47<00:39,  2.73it/s]

 55%|█████▍    | 129/236 [00:47<00:36,  2.93it/s]

 55%|█████▌    | 130/236 [00:47<00:34,  3.04it/s]

 56%|█████▌    | 131/236 [00:48<00:35,  2.93it/s]

 56%|█████▌    | 132/236 [00:48<00:33,  3.07it/s]

 56%|█████▋    | 133/236 [00:48<00:36,  2.82it/s]

 57%|█████▋    | 134/236 [00:49<00:36,  2.78it/s]

 57%|█████▋    | 135/236 [00:49<00:35,  2.86it/s]

 58%|█████▊    | 136/236 [00:49<00:37,  2.68it/s]

 58%|█████▊    | 137/236 [00:50<00:37,  2.67it/s]

 58%|█████▊    | 138/236 [00:50<00:37,  2.61it/s]

 59%|█████▉    | 139/236 [00:51<00:34,  2.78it/s]

 59%|█████▉    | 140/236 [00:51<00:33,  2.90it/s]

 60%|█████▉    | 141/236 [00:51<00:34,  2.78it/s]

 60%|██████    | 142/236 [00:52<00:34,  2.69it/s]

 61%|██████    | 143/236 [00:52<00:37,  2.49it/s]

 61%|██████    | 144/236 [00:52<00:35,  2.57it/s]

 61%|██████▏   | 145/236 [00:53<00:36,  2.52it/s]

 62%|██████▏   | 146/236 [00:53<00:34,  2.58it/s]

 62%|██████▏   | 147/236 [00:54<00:34,  2.57it/s]

 63%|██████▎   | 148/236 [00:54<00:33,  2.60it/s]

 63%|██████▎   | 149/236 [00:54<00:32,  2.72it/s]

 64%|██████▎   | 150/236 [00:55<00:29,  2.90it/s]

 64%|██████▍   | 151/236 [00:55<00:30,  2.79it/s]

 64%|██████▍   | 152/236 [00:55<00:29,  2.86it/s]

 65%|██████▍   | 153/236 [00:56<00:29,  2.83it/s]

 65%|██████▌   | 154/236 [00:56<00:29,  2.78it/s]

 66%|██████▌   | 155/236 [00:56<00:28,  2.80it/s]

 66%|██████▌   | 156/236 [00:57<00:31,  2.53it/s]

 67%|██████▋   | 157/236 [00:57<00:33,  2.38it/s]

 67%|██████▋   | 158/236 [00:58<00:32,  2.42it/s]

 67%|██████▋   | 159/236 [00:58<00:28,  2.66it/s]

 68%|██████▊   | 160/236 [00:58<00:28,  2.66it/s]

 68%|██████▊   | 161/236 [00:59<00:27,  2.69it/s]

 69%|██████▊   | 162/236 [00:59<00:26,  2.84it/s]

 69%|██████▉   | 163/236 [00:59<00:25,  2.90it/s]

 69%|██████▉   | 164/236 [01:00<00:23,  3.10it/s]

 70%|██████▉   | 165/236 [01:00<00:22,  3.18it/s]

 70%|███████   | 166/236 [01:00<00:22,  3.11it/s]

 71%|███████   | 167/236 [01:01<00:23,  2.94it/s]

 71%|███████   | 168/236 [01:01<00:23,  2.91it/s]

 72%|███████▏  | 169/236 [01:01<00:23,  2.87it/s]

 72%|███████▏  | 170/236 [01:02<00:26,  2.50it/s]

 72%|███████▏  | 171/236 [01:02<00:23,  2.75it/s]

 73%|███████▎  | 172/236 [01:03<00:22,  2.80it/s]

 73%|███████▎  | 173/236 [01:03<00:24,  2.62it/s]

 74%|███████▎  | 174/236 [01:04<00:25,  2.45it/s]

 74%|███████▍  | 175/236 [01:04<00:24,  2.51it/s]

 75%|███████▍  | 176/236 [01:04<00:23,  2.56it/s]

 75%|███████▌  | 177/236 [01:05<00:20,  2.82it/s]

 75%|███████▌  | 178/236 [01:05<00:20,  2.77it/s]

 76%|███████▌  | 179/236 [01:05<00:21,  2.66it/s]

 76%|███████▋  | 180/236 [01:06<00:20,  2.74it/s]

 77%|███████▋  | 181/236 [01:06<00:21,  2.59it/s]

 77%|███████▋  | 182/236 [01:07<00:21,  2.56it/s]

 78%|███████▊  | 183/236 [01:07<00:19,  2.76it/s]

 78%|███████▊  | 184/236 [01:07<00:19,  2.70it/s]

 78%|███████▊  | 185/236 [01:08<00:19,  2.66it/s]

 79%|███████▉  | 186/236 [01:08<00:19,  2.58it/s]

 79%|███████▉  | 187/236 [01:08<00:18,  2.66it/s]

 80%|███████▉  | 188/236 [01:09<00:18,  2.66it/s]

 80%|████████  | 189/236 [01:09<00:17,  2.70it/s]

 81%|████████  | 190/236 [01:10<00:18,  2.46it/s]

 81%|████████  | 191/236 [01:10<00:17,  2.56it/s]

 81%|████████▏ | 192/236 [01:10<00:15,  2.87it/s]

 82%|████████▏ | 193/236 [01:11<00:15,  2.72it/s]

 82%|████████▏ | 194/236 [01:11<00:16,  2.51it/s]

 83%|████████▎ | 195/236 [01:11<00:13,  2.96it/s]

 83%|████████▎ | 196/236 [01:12<00:13,  3.03it/s]

 83%|████████▎ | 197/236 [01:12<00:12,  3.07it/s]

 84%|████████▍ | 198/236 [01:12<00:13,  2.83it/s]

 84%|████████▍ | 199/236 [01:13<00:13,  2.73it/s]

 85%|████████▍ | 200/236 [01:13<00:13,  2.70it/s]

 85%|████████▌ | 201/236 [01:14<00:14,  2.48it/s]

 86%|████████▌ | 202/236 [01:14<00:14,  2.43it/s]

 86%|████████▌ | 203/236 [01:14<00:12,  2.70it/s]

 86%|████████▋ | 204/236 [01:15<00:11,  2.78it/s]

 87%|████████▋ | 205/236 [01:15<00:11,  2.72it/s]

 87%|████████▋ | 206/236 [01:15<00:10,  2.89it/s]

 88%|████████▊ | 207/236 [01:16<00:09,  3.16it/s]

 88%|████████▊ | 208/236 [01:16<00:09,  2.91it/s]

 89%|████████▊ | 209/236 [01:16<00:09,  2.74it/s]

 89%|████████▉ | 210/236 [01:17<00:10,  2.57it/s]

 89%|████████▉ | 211/236 [01:17<00:10,  2.44it/s]

 90%|████████▉ | 212/236 [01:18<00:09,  2.57it/s]

 90%|█████████ | 213/236 [01:18<00:08,  2.74it/s]

 91%|█████████ | 214/236 [01:18<00:07,  2.77it/s]

 91%|█████████ | 215/236 [01:19<00:07,  2.72it/s]

 92%|█████████▏| 216/236 [01:19<00:06,  2.87it/s]

 92%|█████████▏| 217/236 [01:19<00:07,  2.61it/s]

 92%|█████████▏| 218/236 [01:20<00:06,  2.91it/s]

 93%|█████████▎| 219/236 [01:20<00:05,  3.03it/s]

 93%|█████████▎| 220/236 [01:20<00:05,  2.79it/s]

 94%|█████████▎| 221/236 [01:21<00:05,  2.79it/s]

 94%|█████████▍| 222/236 [01:21<00:05,  2.59it/s]

 94%|█████████▍| 223/236 [01:22<00:04,  2.61it/s]

 95%|█████████▍| 224/236 [01:22<00:04,  2.41it/s]

 95%|█████████▌| 225/236 [01:22<00:04,  2.51it/s]

 96%|█████████▌| 226/236 [01:23<00:03,  2.51it/s]

 96%|█████████▌| 227/236 [01:23<00:03,  2.65it/s]

 97%|█████████▋| 228/236 [01:23<00:02,  2.70it/s]

 97%|█████████▋| 229/236 [01:24<00:02,  2.62it/s]

 97%|█████████▋| 230/236 [01:24<00:02,  2.69it/s]

 98%|█████████▊| 231/236 [01:25<00:01,  2.64it/s]

 98%|█████████▊| 232/236 [01:25<00:01,  2.63it/s]

 99%|█████████▊| 233/236 [01:25<00:01,  2.77it/s]

 99%|█████████▉| 234/236 [01:26<00:00,  3.01it/s]

100%|█████████▉| 235/236 [01:26<00:00,  2.83it/s]
                                                        

                                                 

 40%|████      | 4000/10000 [1:15:15<1:21:10,  1.23it/s]

100%|██████████| 236/236 [01:28<00:00,  2.83it/s]

                                                 Saving model checkpoint to experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-4000
Configuration saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-4000/config.json
Model weights saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-4000/pytorch_model.bin
Feature extractor saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-4000/preprocessor_config.json
Deleting older checkpoint [experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-3000] due to args.save_total_limit

 40%|████      | 4001/10000 [1:15:29<52:08:22, 31.29s/it]
 40%|████      | 4002/10000 [1:15:29<36:50:34, 22.11s/it]
 40%|████      | 4003/10000 [1:15:30<26:07:32, 15.68s/it]
 40%|████      | 4004/10000 [1:15:31<18:36:39, 11.17s/it]
 40%|████      | 4005/10000 [1:15:31<13:20:41,  8.01s/it]
 40%|████      | 4006/10000 [1:15:32<9:39:15,  5.80s/it] 
 40%|████      | 4007/10000 [1:15:33<7:02:28,  4.23s/it]
 40%|████      | 4008/10000 [1:15:33<5:11:44,  3.12s/it]
 40%|████      | 4009/10000 [1:15:34<3:53:25,  2.34s/it]
 40%|████      | 4010/10000 [1:15:34<2:57:47,  1.78s/it]
 40%|████      | 4011/10000 [1:15:34<2:17:19,  1.38s/it]
 40%|████      | 4012/10000 [1:15:35<1:48:10,  1.08s/it]
 40%|████      | 4013/10000 [1:15:35<1:26:59,  1.15it/s]
 40%|████      | 4014/10000 [1:15:36<1:11:21,  1.40it/s]
 40%|████      | 4015/10000 [1:15:36<59:51,  1.67it/s]  
 40%|████      | 4016/10000 [1:15:36<51:13,  1.95it/s]
 40%|████      | 4017/10000 [1:15:37<44:56,  2.22it/s]
 40%|████      | 4018/10000 [1:15:37<40:44,  2.45it/s]
 40%|████      | 4019/10000 [1:15:39<1:34:01,  1.06it/s]
 40%|████      | 4020/10000 [1:15:41<2:03:37,  1.24s/it]
 40%|████      | 4021/10000 [1:15:43<2:21:08,  1.42s/it]
 40%|████      | 4022/10000 [1:15:45<2:29:36,  1.50s/it]
 40%|████      | 4023/10000 [1:15:46<2:33:28,  1.54s/it]
 40%|████      | 4024/10000 [1:15:48<2:34:29,  1.55s/it]
 40%|████      | 4025/10000 [1:15:49<2:33:10,  1.54s/it]
 40%|████      | 4026/10000 [1:15:51<2:30:28,  1.51s/it]
 40%|████      | 4027/10000 [1:15:52<2:27:23,  1.48s/it]
 40%|████      | 4028/10000 [1:15:53<2:23:32,  1.44s/it]
 40%|████      | 4029/10000 [1:15:55<2:20:07,  1.41s/it]
 40%|████      | 4030/10000 [1:15:56<2:16:48,  1.37s/it]
 40%|████      | 4031/10000 [1:15:57<2:13:02,  1.34s/it]
 40%|████      | 4032/10000 [1:15:59<2:10:24,  1.31s/it]
 40%|████      | 4033/10000 [1:16:00<2:07:12,  1.28s/it]
 40%|████      | 4034/10000 [1:16:01<2:04:13,  1.25s/it]
 40%|████      | 4035/10000 [1:16:02<2:00:54,  1.22s/it]
 40%|████      | 4036/10000 [1:16:03<1:57:15,  1.18s/it]
 40%|████      | 4037/10000 [1:16:04<1:54:09,  1.15s/it]
 40%|████      | 4038/10000 [1:16:05<1:51:05,  1.12s/it]
 40%|████      | 4039/10000 [1:16:06<1:48:09,  1.09s/it]
 40%|████      | 4040/10000 [1:16:07<1:45:11,  1.06s/it]
 40%|████      | 4041/10000 [1:16:08<1:42:47,  1.03s/it]
 40%|████      | 4042/10000 [1:16:09<1:40:08,  1.01s/it]
 40%|████      | 4043/10000 [1:16:10<1:37:23,  1.02it/s]
 40%|████      | 4044/10000 [1:16:11<1:34:11,  1.05it/s]
 40%|████      | 4045/10000 [1:16:12<1:30:47,  1.09it/s]
 40%|████      | 4046/10000 [1:16:13<1:28:14,  1.12it/s]
 40%|████      | 4047/10000 [1:16:14<1:25:57,  1.15it/s]
 40%|████      | 4048/10000 [1:16:14<1:24:01,  1.18it/s]
 40%|████      | 4049/10000 [1:16:15<1:22:28,  1.20it/s]
 40%|████      | 4050/10000 [1:16:16<1:20:01,  1.24it/s]
 41%|████      | 4051/10000 [1:16:17<1:17:35,  1.28it/s]
 41%|████      | 4052/10000 [1:16:17<1:15:12,  1.32it/s]
 41%|████      | 4053/10000 [1:16:18<1:13:20,  1.35it/s]
 41%|████      | 4054/10000 [1:16:19<1:10:38,  1.40it/s]
 41%|████      | 4055/10000 [1:16:19<1:08:59,  1.44it/s]
 41%|████      | 4056/10000 [1:16:20<1:06:07,  1.50it/s]
 41%|████      | 4057/10000 [1:16:20<1:03:50,  1.55it/s]
 41%|████      | 4058/10000 [1:16:21<1:01:13,  1.62it/s]
 41%|████      | 4059/10000 [1:16:22<58:29,  1.69it/s]  
 41%|████      | 4060/10000 [1:16:22<56:18,  1.76it/s]
 41%|████      | 4061/10000 [1:16:23<53:02,  1.87it/s]
 41%|████      | 4062/10000 [1:16:23<49:44,  1.99it/s]
 41%|████      | 4063/10000 [1:16:23<46:23,  2.13it/s]
 41%|████      | 4064/10000 [1:16:24<42:54,  2.31it/s]
 41%|████      | 4065/10000 [1:16:24<39:37,  2.50it/s]
 41%|████      | 4066/10000 [1:16:24<37:10,  2.66it/s]
 41%|████      | 4067/10000 [1:16:25<35:10,  2.81it/s]
 41%|████      | 4068/10000 [1:16:25<33:34,  2.94it/s]
 41%|████      | 4069/10000 [1:16:27<1:27:29,  1.13it/s]
 41%|████      | 4070/10000 [1:16:29<1:59:15,  1.21s/it]
 41%|████      | 4071/10000 [1:16:31<2:17:20,  1.39s/it]
 41%|████      | 4072/10000 [1:16:33<2:25:52,  1.48s/it]
 41%|████      | 4073/10000 [1:16:34<2:29:57,  1.52s/it]
 41%|████      | 4074/10000 [1:16:36<2:31:31,  1.53s/it]
 41%|████      | 4075/10000 [1:16:37<2:30:21,  1.52s/it]
 41%|████      | 4076/10000 [1:16:39<2:27:22,  1.49s/it]
 41%|████      | 4077/10000 [1:16:40<2:23:34,  1.45s/it]
 41%|████      | 4078/10000 [1:16:41<2:20:00,  1.42s/it]
 41%|████      | 4079/10000 [1:16:43<2:16:03,  1.38s/it]
 41%|████      | 4080/10000 [1:16:44<2:13:01,  1.35s/it]
 41%|████      | 4081/10000 [1:16:45<2:09:05,  1.31s/it]
 41%|████      | 4082/10000 [1:16:46<2:04:36,  1.26s/it]
 41%|████      | 4083/10000 [1:16:47<2:00:41,  1.22s/it]
 41%|████      | 4084/10000 [1:16:49<1:57:17,  1.19s/it]
 41%|████      | 4085/10000 [1:16:50<1:53:51,  1.15s/it]
 41%|████      | 4086/10000 [1:16:51<1:52:03,  1.14s/it]
 41%|████      | 4087/10000 [1:16:52<1:51:40,  1.13s/it]
 41%|████      | 4088/10000 [1:16:53<1:51:49,  1.13s/it]
 41%|████      | 4089/10000 [1:16:54<1:51:53,  1.14s/it]
 41%|████      | 4090/10000 [1:16:55<1:50:57,  1.13s/it]
 41%|████      | 4091/10000 [1:16:56<1:44:37,  1.06s/it]
 41%|████      | 4092/10000 [1:16:57<1:39:20,  1.01s/it]
 41%|████      | 4093/10000 [1:16:58<1:39:09,  1.01s/it]
 41%|████      | 4094/10000 [1:16:59<1:34:11,  1.05it/s]
 41%|████      | 4095/10000 [1:17:00<1:30:33,  1.09it/s]
 41%|████      | 4096/10000 [1:17:01<1:27:26,  1.13it/s]
 41%|████      | 4097/10000 [1:17:01<1:24:47,  1.16it/s]
 41%|████      | 4098/10000 [1:17:02<1:22:22,  1.19it/s]
 41%|████      | 4099/10000 [1:17:03<1:19:58,  1.23it/s]
 41%|████      | 4100/10000 [1:17:04<1:17:46,  1.26it/s]
 41%|████      | 4101/10000 [1:17:04<1:16:42,  1.28it/s]
 41%|████      | 4102/10000 [1:17:05<1:14:07,  1.33it/s]
 41%|████      | 4103/10000 [1:17:06<1:11:37,  1.37it/s]
 41%|████      | 4104/10000 [1:17:06<1:09:31,  1.41it/s]
 41%|████      | 4105/10000 [1:17:07<1:06:41,  1.47it/s]
 41%|████      | 4106/10000 [1:17:08<1:03:42,  1.54it/s]
 41%|████      | 4107/10000 [1:17:08<1:01:10,  1.61it/s]
 41%|████      | 4108/10000 [1:17:09<58:37,  1.68it/s]  
 41%|████      | 4109/10000 [1:17:09<55:53,  1.76it/s]
 41%|████      | 4110/10000 [1:17:10<52:50,  1.86it/s]
 41%|████      | 4111/10000 [1:17:10<50:08,  1.96it/s]
 41%|████      | 4112/10000 [1:17:10<47:04,  2.08it/s]
 41%|████      | 4113/10000 [1:17:11<44:19,  2.21it/s]
 41%|████      | 4114/10000 [1:17:11<41:25,  2.37it/s]
 41%|████      | 4115/10000 [1:17:12<38:48,  2.53it/s]
 41%|████      | 4116/10000 [1:17:12<36:16,  2.70it/s]
 41%|████      | 4117/10000 [1:17:12<34:09,  2.87it/s]
 41%|████      | 4118/10000 [1:17:12<32:37,  3.01it/s]
 41%|████      | 4119/10000 [1:17:15<1:25:11,  1.15it/s]
 41%|████      | 4120/10000 [1:17:17<1:55:59,  1.18s/it]
 41%|████      | 4121/10000 [1:17:18<2:14:08,  1.37s/it]
 41%|████      | 4122/10000 [1:17:20<2:24:27,  1.47s/it]
 41%|████      | 4123/10000 [1:17:22<2:29:08,  1.52s/it]
 41%|████      | 4124/10000 [1:17:23<2:30:29,  1.54s/it]
 41%|████▏     | 4125/10000 [1:17:25<2:30:44,  1.54s/it]
 41%|████▏     | 4126/10000 [1:17:26<2:27:53,  1.51s/it]
 41%|████▏     | 4127/10000 [1:17:28<2:25:05,  1.48s/it]
 41%|████▏     | 4128/10000 [1:17:29<2:22:10,  1.45s/it]
 41%|████▏     | 4129/10000 [1:17:30<2:19:20,  1.42s/it]
 41%|████▏     | 4130/10000 [1:17:32<2:16:33,  1.40s/it]
 41%|████▏     | 4131/10000 [1:17:33<2:13:11,  1.36s/it]
 41%|████▏     | 4132/10000 [1:17:34<2:09:31,  1.32s/it]
 41%|████▏     | 4133/10000 [1:17:35<2:04:57,  1.28s/it]
 41%|████▏     | 4134/10000 [1:17:37<2:01:15,  1.24s/it]
 41%|████▏     | 4135/10000 [1:17:38<1:57:54,  1.21s/it]
 41%|████▏     | 4136/10000 [1:17:39<1:54:28,  1.17s/it]
 41%|████▏     | 4137/10000 [1:17:40<1:50:53,  1.13s/it]
 41%|████▏     | 4138/10000 [1:17:41<1:47:57,  1.10s/it]
 41%|████▏     | 4139/10000 [1:17:42<1:45:01,  1.08s/it]
 41%|████▏     | 4140/10000 [1:17:43<1:42:11,  1.05s/it]
 41%|████▏     | 4141/10000 [1:17:44<1:39:32,  1.02s/it]
 41%|████▏     | 4142/10000 [1:17:45<1:36:58,  1.01it/s]
 41%|████▏     | 4143/10000 [1:17:46<1:35:00,  1.03it/s]
 41%|████▏     | 4144/10000 [1:17:47<1:32:09,  1.06it/s]
 41%|████▏     | 4145/10000 [1:17:47<1:29:47,  1.09it/s]
 41%|████▏     | 4146/10000 [1:17:48<1:27:30,  1.11it/s]
 41%|████▏     | 4147/10000 [1:17:49<1:25:20,  1.14it/s]
 41%|████▏     | 4148/10000 [1:17:50<1:23:19,  1.17it/s]
 41%|████▏     | 4149/10000 [1:17:51<1:21:14,  1.20it/s]
 42%|████▏     | 4150/10000 [1:17:51<1:19:17,  1.23it/s]
 42%|████▏     | 4151/10000 [1:17:52<1:16:52,  1.27it/s]
 42%|████▏     | 4152/10000 [1:17:53<1:14:40,  1.31it/s]
 42%|████▏     | 4153/10000 [1:17:54<1:12:44,  1.34it/s]
 42%|████▏     | 4154/10000 [1:17:54<1:10:24,  1.38it/s]
 42%|████▏     | 4155/10000 [1:17:55<1:08:17,  1.43it/s]
 42%|████▏     | 4156/10000 [1:17:55<1:05:33,  1.49it/s]
 42%|████▏     | 4157/10000 [1:17:56<1:02:50,  1.55it/s]
 42%|████▏     | 4158/10000 [1:17:57<59:47,  1.63it/s]  
 42%|████▏     | 4159/10000 [1:17:57<56:46,  1.71it/s]
 42%|████▏     | 4160/10000 [1:17:58<53:38,  1.81it/s]
 42%|████▏     | 4161/10000 [1:17:58<50:06,  1.94it/s]
 42%|████▏     | 4162/10000 [1:17:58<46:43,  2.08it/s]
 42%|████▏     | 4163/10000 [1:17:59<43:31,  2.24it/s]
 42%|████▏     | 4164/10000 [1:17:59<40:41,  2.39it/s]
 42%|████▏     | 4165/10000 [1:17:59<38:04,  2.55it/s]
 42%|████▏     | 4166/10000 [1:18:00<35:43,  2.72it/s]
 42%|████▏     | 4167/10000 [1:18:00<34:02,  2.86it/s]
 42%|████▏     | 4168/10000 [1:18:00<32:49,  2.96it/s]
 42%|████▏     | 4169/10000 [1:18:03<1:25:33,  1.14it/s]
 42%|████▏     | 4170/10000 [1:18:04<1:56:31,  1.20s/it]
 42%|████▏     | 4171/10000 [1:18:06<2:14:15,  1.38s/it]
 42%|████▏     | 4172/10000 [1:18:08<2:23:05,  1.47s/it]
 42%|████▏     | 4173/10000 [1:18:10<2:27:14,  1.52s/it]
 42%|████▏     | 4174/10000 [1:18:11<2:28:55,  1.53s/it]
 42%|████▏     | 4175/10000 [1:18:13<2:27:35,  1.52s/it]
 42%|████▏     | 4176/10000 [1:18:14<2:24:58,  1.49s/it]
 42%|████▏     | 4177/10000 [1:18:15<2:22:14,  1.47s/it]
 42%|████▏     | 4178/10000 [1:18:17<2:19:06,  1.43s/it]
 42%|████▏     | 4179/10000 [1:18:18<2:18:06,  1.42s/it]
 42%|████▏     | 4180/10000 [1:18:20<2:13:56,  1.38s/it]
 42%|████▏     | 4181/10000 [1:18:21<2:10:21,  1.34s/it]
 42%|████▏     | 4182/10000 [1:18:22<2:07:27,  1.31s/it]
 42%|████▏     | 4183/10000 [1:18:23<2:04:15,  1.28s/it]
 42%|████▏     | 4184/10000 [1:18:24<2:00:14,  1.24s/it]
 42%|████▏     | 4185/10000 [1:18:26<1:56:29,  1.20s/it]
 42%|████▏     | 4186/10000 [1:18:27<1:52:28,  1.16s/it]
 42%|████▏     | 4187/10000 [1:18:28<1:48:44,  1.12s/it]
 42%|████▏     | 4188/10000 [1:18:29<1:44:58,  1.08s/it]
 42%|████▏     | 4189/10000 [1:18:30<1:41:58,  1.05s/it]
 42%|████▏     | 4190/10000 [1:18:31<1:39:01,  1.02s/it]
 42%|████▏     | 4191/10000 [1:18:31<1:36:41,  1.00it/s]
 42%|████▏     | 4192/10000 [1:18:32<1:34:10,  1.03it/s]
 42%|████▏     | 4193/10000 [1:18:33<1:32:01,  1.05it/s]
 42%|████▏     | 4194/10000 [1:18:34<1:29:10,  1.09it/s]
 42%|████▏     | 4195/10000 [1:18:35<1:26:47,  1.11it/s]
 42%|████▏     | 4196/10000 [1:18:36<1:25:03,  1.14it/s]
 42%|████▏     | 4197/10000 [1:18:37<1:22:54,  1.17it/s]
 42%|████▏     | 4198/10000 [1:18:37<1:20:53,  1.20it/s]
 42%|████▏     | 4199/10000 [1:18:38<1:18:23,  1.23it/s]
 42%|████▏     | 4200/10000 [1:18:39<1:16:15,  1.27it/s]
 42%|████▏     | 4201/10000 [1:18:40<1:14:11,  1.30it/s]
 42%|████▏     | 4202/10000 [1:18:40<1:11:54,  1.34it/s]
 42%|████▏     | 4203/10000 [1:18:41<1:09:27,  1.39it/s]
 42%|████▏     | 4204/10000 [1:18:42<1:07:59,  1.42it/s]
 42%|████▏     | 4205/10000 [1:18:42<1:04:59,  1.49it/s]
 42%|████▏     | 4206/10000 [1:18:43<1:02:18,  1.55it/s]
 42%|████▏     | 4207/10000 [1:18:43<59:32,  1.62it/s]  
 42%|████▏     | 4208/10000 [1:18:44<56:33,  1.71it/s]
 42%|████▏     | 4209/10000 [1:18:44<53:38,  1.80it/s]
 42%|████▏     | 4210/10000 [1:18:45<50:42,  1.90it/s]
 42%|████▏     | 4211/10000 [1:18:45<47:47,  2.02it/s]
 42%|████▏     | 4212/10000 [1:18:46<44:48,  2.15it/s]
 42%|████▏     | 4213/10000 [1:18:46<41:42,  2.31it/s]
 42%|████▏     | 4214/10000 [1:18:46<38:59,  2.47it/s]
 42%|████▏     | 4215/10000 [1:18:47<36:28,  2.64it/s]
 42%|████▏     | 4216/10000 [1:18:47<34:25,  2.80it/s]
 42%|████▏     | 4217/10000 [1:18:47<33:12,  2.90it/s]
 42%|████▏     | 4218/10000 [1:18:48<32:02,  3.01it/s]
 42%|████▏     | 4219/10000 [1:18:50<1:20:52,  1.19it/s]
 42%|████▏     | 4220/10000 [1:18:51<1:44:22,  1.08s/it]
 42%|████▏     | 4221/10000 [1:18:53<1:55:36,  1.20s/it]
 42%|████▏     | 4222/10000 [1:18:54<2:00:51,  1.26s/it]
 42%|████▏     | 4223/10000 [1:18:55<2:02:04,  1.27s/it]
 42%|████▏     | 4224/10000 [1:18:57<2:01:35,  1.26s/it]
 42%|████▏     | 4225/10000 [1:18:58<1:58:12,  1.23s/it]
 42%|████▏     | 4226/10000 [1:18:59<1:54:47,  1.19s/it]
 42%|████▏     | 4227/10000 [1:19:00<1:49:34,  1.14s/it]
 42%|████▏     | 4228/10000 [1:19:01<1:43:31,  1.08s/it]
 42%|████▏     | 4229/10000 [1:19:02<1:37:32,  1.01s/it]
 42%|████▏     | 4230/10000 [1:19:03<1:32:24,  1.04it/s]
 42%|████▏     | 4231/10000 [1:19:03<1:27:43,  1.10it/s]
 42%|████▏     | 4232/10000 [1:19:04<1:22:36,  1.16it/s]
 42%|████▏     | 4233/10000 [1:19:05<1:17:19,  1.24it/s]
 42%|████▏     | 4234/10000 [1:19:05<1:12:47,  1.32it/s]
 42%|████▏     | 4235/10000 [1:19:06<1:06:50,  1.44it/s]
 42%|████▏     | 4236/10000 [1:19:06<1:00:36,  1.58it/s]
 42%|████▏     | 4237/10000 [1:19:07<52:33,  1.83it/s]  
 42%|████▏     | 4238/10000 [1:19:07<45:44,  2.10it/s]
 42%|████▏     | 4239/10000 [1:19:07<38:43,  2.48it/s]
 42%|████▏     | 4240/10000 [1:19:09<1:28:53,  1.08it/s]
 42%|████▏     | 4241/10000 [1:19:11<1:59:32,  1.25s/it]
 42%|████▏     | 4242/10000 [1:19:13<2:17:27,  1.43s/it]
 42%|████▏     | 4243/10000 [1:19:15<2:27:25,  1.54s/it]
 42%|████▏     | 4244/10000 [1:19:17<2:31:08,  1.58s/it]
 42%|████▏     | 4245/10000 [1:19:18<2:32:27,  1.59s/it]
 42%|████▏     | 4246/10000 [1:19:20<2:30:23,  1.57s/it]
 42%|████▏     | 4247/10000 [1:19:21<2:27:59,  1.54s/it]
 42%|████▏     | 4248/10000 [1:19:23<2:24:07,  1.50s/it]
 42%|████▏     | 4249/10000 [1:19:24<2:19:41,  1.46s/it]
 42%|████▎     | 4250/10000 [1:19:25<2:15:31,  1.41s/it]
 43%|████▎     | 4251/10000 [1:19:27<2:11:59,  1.38s/it]
 43%|████▎     | 4252/10000 [1:19:28<2:08:33,  1.34s/it]
 43%|████▎     | 4253/10000 [1:19:29<2:05:32,  1.31s/it]
 43%|████▎     | 4254/10000 [1:19:31<2:02:49,  1.28s/it]
 43%|████▎     | 4255/10000 [1:19:32<1:59:50,  1.25s/it]
 43%|████▎     | 4256/10000 [1:19:33<1:57:13,  1.22s/it]
 43%|████▎     | 4257/10000 [1:19:34<1:54:15,  1.19s/it]
 43%|████▎     | 4258/10000 [1:19:35<1:51:29,  1.17s/it]
 43%|████▎     | 4259/10000 [1:19:36<1:48:06,  1.13s/it]
 43%|████▎     | 4260/10000 [1:19:37<1:45:25,  1.10s/it]
 43%|████▎     | 4261/10000 [1:19:38<1:42:21,  1.07s/it]
 43%|████▎     | 4262/10000 [1:19:39<1:40:03,  1.05s/it]
 43%|████▎     | 4263/10000 [1:19:40<1:37:32,  1.02s/it]
 43%|████▎     | 4264/10000 [1:19:41<1:35:46,  1.00s/it]
 43%|████▎     | 4265/10000 [1:19:42<1:33:19,  1.02it/s]
 43%|████▎     | 4266/10000 [1:19:43<1:30:10,  1.06it/s]
 43%|████▎     | 4267/10000 [1:19:44<1:27:17,  1.09it/s]
 43%|████▎     | 4268/10000 [1:19:45<1:25:19,  1.12it/s]
 43%|████▎     | 4269/10000 [1:19:45<1:23:26,  1.14it/s]
 43%|████▎     | 4270/10000 [1:19:46<1:21:17,  1.17it/s]
 43%|████▎     | 4271/10000 [1:19:47<1:19:26,  1.20it/s]
 43%|████▎     | 4272/10000 [1:19:48<1:17:05,  1.24it/s]
 43%|████▎     | 4273/10000 [1:19:48<1:15:00,  1.27it/s]
 43%|████▎     | 4274/10000 [1:19:49<1:13:00,  1.31it/s]
 43%|████▎     | 4275/10000 [1:19:50<1:10:35,  1.35it/s]
 43%|████▎     | 4276/10000 [1:19:50<1:08:28,  1.39it/s]
 43%|████▎     | 4277/10000 [1:19:51<1:05:36,  1.45it/s]
 43%|████▎     | 4278/10000 [1:19:52<1:02:51,  1.52it/s]
 43%|████▎     | 4279/10000 [1:19:52<1:00:07,  1.59it/s]
 43%|████▎     | 4280/10000 [1:19:53<57:10,  1.67it/s]  
 43%|████▎     | 4281/10000 [1:19:53<54:20,  1.75it/s]
 43%|████▎     | 4282/10000 [1:19:54<50:50,  1.87it/s]
 43%|████▎     | 4283/10000 [1:19:54<47:49,  1.99it/s]
 43%|████▎     | 4284/10000 [1:19:55<44:28,  2.14it/s]
 43%|████▎     | 4285/10000 [1:19:55<41:15,  2.31it/s]
 43%|████▎     | 4286/10000 [1:19:55<38:17,  2.49it/s]
 43%|████▎     | 4287/10000 [1:19:56<36:02,  2.64it/s]
 43%|████▎     | 4288/10000 [1:19:56<33:49,  2.81it/s]
 43%|████▎     | 4289/10000 [1:19:56<32:17,  2.95it/s]
 43%|████▎     | 4290/10000 [1:19:58<1:26:07,  1.11it/s]
 43%|████▎     | 4291/10000 [1:20:00<1:56:47,  1.23s/it]
 43%|████▎     | 4292/10000 [1:20:02<2:13:45,  1.41s/it]
 43%|████▎     | 4293/10000 [1:20:04<2:21:55,  1.49s/it]
 43%|████▎     | 4294/10000 [1:20:06<2:25:25,  1.53s/it]
 43%|████▎     | 4295/10000 [1:20:07<2:27:18,  1.55s/it]
 43%|████▎     | 4296/10000 [1:20:09<2:28:00,  1.56s/it]
 43%|████▎     | 4297/10000 [1:20:10<2:27:06,  1.55s/it]
 43%|████▎     | 4298/10000 [1:20:12<2:23:24,  1.51s/it]
 43%|████▎     | 4299/10000 [1:20:13<2:20:18,  1.48s/it]
 43%|████▎     | 4300/10000 [1:20:14<2:16:41,  1.44s/it]
 43%|████▎     | 4301/10000 [1:20:16<2:13:01,  1.40s/it]
 43%|████▎     | 4302/10000 [1:20:17<2:08:30,  1.35s/it]
 43%|████▎     | 4303/10000 [1:20:18<2:04:32,  1.31s/it]
 43%|████▎     | 4304/10000 [1:20:19<2:00:53,  1.27s/it]
 43%|████▎     | 4305/10000 [1:20:20<1:56:58,  1.23s/it]
 43%|████▎     | 4306/10000 [1:20:22<1:53:17,  1.19s/it]
 43%|████▎     | 4307/10000 [1:20:23<1:49:19,  1.15s/it]
 43%|████▎     | 4308/10000 [1:20:24<1:46:34,  1.12s/it]
 43%|████▎     | 4309/10000 [1:20:25<1:43:30,  1.09s/it]
 43%|████▎     | 4310/10000 [1:20:26<1:40:48,  1.06s/it]
 43%|████▎     | 4311/10000 [1:20:27<1:38:24,  1.04s/it]
 43%|████▎     | 4312/10000 [1:20:28<1:35:56,  1.01s/it]
 43%|████▎     | 4313/10000 [1:20:29<1:33:14,  1.02it/s]
 43%|████▎     | 4314/10000 [1:20:29<1:30:13,  1.05it/s]
 43%|████▎     | 4315/10000 [1:20:30<1:27:31,  1.08it/s]
 43%|████▎     | 4316/10000 [1:20:31<1:25:23,  1.11it/s]
 43%|████▎     | 4317/10000 [1:20:32<1:23:13,  1.14it/s]
 43%|████▎     | 4318/10000 [1:20:33<1:20:56,  1.17it/s]
 43%|████▎     | 4319/10000 [1:20:34<1:19:08,  1.20it/s]
 43%|████▎     | 4320/10000 [1:20:34<1:17:27,  1.22it/s]
 43%|████▎     | 4321/10000 [1:20:35<1:15:10,  1.26it/s]
 43%|████▎     | 4322/10000 [1:20:36<1:12:59,  1.30it/s]
 43%|████▎     | 4323/10000 [1:20:36<1:10:43,  1.34it/s]
 43%|████▎     | 4324/10000 [1:20:37<1:09:18,  1.37it/s]
 43%|████▎     | 4325/10000 [1:20:38<1:06:52,  1.41it/s]
 43%|████▎     | 4326/10000 [1:20:38<1:04:03,  1.48it/s]
 43%|████▎     | 4327/10000 [1:20:39<1:01:13,  1.54it/s]
 43%|████▎     | 4328/10000 [1:20:40<59:14,  1.60it/s]  
 43%|████▎     | 4329/10000 [1:20:40<56:58,  1.66it/s]
 43%|████▎     | 4330/10000 [1:20:41<54:41,  1.73it/s]
 43%|████▎     | 4331/10000 [1:20:41<52:45,  1.79it/s]
 43%|████▎     | 4332/10000 [1:20:42<49:53,  1.89it/s]
 43%|████▎     | 4333/10000 [1:20:42<47:03,  2.01it/s]
 43%|████▎     | 4334/10000 [1:20:42<43:59,  2.15it/s]
 43%|████▎     | 4335/10000 [1:20:43<40:33,  2.33it/s]
 43%|████▎     | 4336/10000 [1:20:43<37:28,  2.52it/s]
 43%|████▎     | 4337/10000 [1:20:43<35:11,  2.68it/s]
 43%|████▎     | 4338/10000 [1:20:44<33:08,  2.85it/s]
 43%|████▎     | 4339/10000 [1:20:44<31:44,  2.97it/s]
 43%|████▎     | 4340/10000 [1:20:46<1:22:25,  1.14it/s]
 43%|████▎     | 4341/10000 [1:20:48<1:52:12,  1.19s/it]
 43%|████▎     | 4342/10000 [1:20:50<2:08:23,  1.36s/it]
 43%|████▎     | 4343/10000 [1:20:51<2:16:47,  1.45s/it]
 43%|████▎     | 4344/10000 [1:20:53<2:19:50,  1.48s/it]
 43%|████▎     | 4345/10000 [1:20:55<2:20:00,  1.49s/it]
 43%|████▎     | 4346/10000 [1:20:56<2:19:13,  1.48s/it]
 43%|████▎     | 4347/10000 [1:20:57<2:17:14,  1.46s/it]
 43%|████▎     | 4348/10000 [1:20:59<2:14:54,  1.43s/it]
 43%|████▎     | 4349/10000 [1:21:00<2:11:51,  1.40s/it]
 44%|████▎     | 4350/10000 [1:21:01<2:08:47,  1.37s/it]
 44%|████▎     | 4351/10000 [1:21:03<2:05:17,  1.33s/it]
 44%|████▎     | 4352/10000 [1:21:04<2:02:26,  1.30s/it]
 44%|████▎     | 4353/10000 [1:21:05<1:59:07,  1.27s/it]
 44%|████▎     | 4354/10000 [1:21:06<1:55:39,  1.23s/it]
 44%|████▎     | 4355/10000 [1:21:07<1:52:53,  1.20s/it]
 44%|████▎     | 4356/10000 [1:21:08<1:50:14,  1.17s/it]
 44%|████▎     | 4357/10000 [1:21:10<1:47:16,  1.14s/it]
 44%|████▎     | 4358/10000 [1:21:11<1:44:11,  1.11s/it]
 44%|████▎     | 4359/10000 [1:21:12<1:41:06,  1.08s/it]
 44%|████▎     | 4360/10000 [1:21:13<1:38:12,  1.04s/it]
 44%|████▎     | 4361/10000 [1:21:13<1:35:27,  1.02s/it]
 44%|████▎     | 4362/10000 [1:21:14<1:32:44,  1.01it/s]
 44%|████▎     | 4363/10000 [1:21:15<1:30:16,  1.04it/s]
 44%|████▎     | 4364/10000 [1:21:16<1:27:59,  1.07it/s]
 44%|████▎     | 4365/10000 [1:21:17<1:25:23,  1.10it/s]
 44%|████▎     | 4366/10000 [1:21:18<1:22:52,  1.13it/s]
 44%|████▎     | 4367/10000 [1:21:19<1:20:36,  1.16it/s]
 44%|████▎     | 4368/10000 [1:21:19<1:18:36,  1.19it/s]
 44%|████▎     | 4369/10000 [1:21:20<1:16:42,  1.22it/s]
 44%|████▎     | 4370/10000 [1:21:21<1:15:02,  1.25it/s]
 44%|████▎     | 4371/10000 [1:21:22<1:12:58,  1.29it/s]
 44%|████▎     | 4372/10000 [1:21:22<1:10:49,  1.32it/s]
 44%|████▎     | 4373/10000 [1:21:23<1:08:58,  1.36it/s]
 44%|████▎     | 4374/10000 [1:21:24<1:06:47,  1.40it/s]
 44%|████▍     | 4375/10000 [1:21:24<1:04:45,  1.45it/s]
 44%|████▍     | 4376/10000 [1:21:25<1:03:10,  1.48it/s]
 44%|████▍     | 4377/10000 [1:21:26<1:00:31,  1.55it/s]
 44%|████▍     | 4378/10000 [1:21:26<57:29,  1.63it/s]  
 44%|████▍     | 4379/10000 [1:21:27<54:37,  1.72it/s]
 44%|████▍     | 4380/10000 [1:21:27<52:04,  1.80it/s]
 44%|████▍     | 4381/10000 [1:21:28<48:57,  1.91it/s]
 44%|████▍     | 4382/10000 [1:21:28<45:52,  2.04it/s]
 44%|████▍     | 4383/10000 [1:21:28<43:02,  2.18it/s]
 44%|████▍     | 4384/10000 [1:21:29<40:23,  2.32it/s]
 44%|████▍     | 4385/10000 [1:21:29<37:38,  2.49it/s]
 44%|████▍     | 4386/10000 [1:21:29<35:20,  2.65it/s]
 44%|████▍     | 4387/10000 [1:21:30<33:23,  2.80it/s]
 44%|████▍     | 4388/10000 [1:21:30<31:36,  2.96it/s]
 44%|████▍     | 4389/10000 [1:21:30<30:13,  3.09it/s]
 44%|████▍     | 4390/10000 [1:21:32<1:19:16,  1.18it/s]
 44%|████▍     | 4391/10000 [1:21:34<1:48:51,  1.16s/it]
 44%|████▍     | 4392/10000 [1:21:36<2:06:38,  1.36s/it]
 44%|████▍     | 4393/10000 [1:21:38<2:15:22,  1.45s/it]
 44%|████▍     | 4394/10000 [1:21:39<2:19:51,  1.50s/it]
 44%|████▍     | 4395/10000 [1:21:41<2:20:36,  1.51s/it]
 44%|████▍     | 4396/10000 [1:21:42<2:19:42,  1.50s/it]
 44%|████▍     | 4397/10000 [1:21:44<2:17:06,  1.47s/it]
 44%|████▍     | 4398/10000 [1:21:45<2:14:17,  1.44s/it]
 44%|████▍     | 4399/10000 [1:21:46<2:11:06,  1.40s/it]
 44%|████▍     | 4400/10000 [1:21:48<2:07:45,  1.37s/it]
 44%|████▍     | 4401/10000 [1:21:49<2:09:55,  1.39s/it]
 44%|████▍     | 4402/10000 [1:21:50<2:05:11,  1.34s/it]
 44%|████▍     | 4403/10000 [1:21:52<2:00:51,  1.30s/it]
 44%|████▍     | 4404/10000 [1:21:53<1:56:29,  1.25s/it]
 44%|████▍     | 4405/10000 [1:21:54<1:54:13,  1.22s/it]
 44%|████▍     | 4406/10000 [1:21:55<1:51:49,  1.20s/it]
 44%|████▍     | 4407/10000 [1:21:56<1:49:09,  1.17s/it]
 44%|████▍     | 4408/10000 [1:21:57<1:44:38,  1.12s/it]
 44%|████▍     | 4409/10000 [1:21:58<1:40:42,  1.08s/it]
 44%|████▍     | 4410/10000 [1:21:59<1:37:16,  1.04s/it]
 44%|████▍     | 4411/10000 [1:22:00<1:34:21,  1.01s/it]
 44%|████▍     | 4412/10000 [1:22:01<1:31:33,  1.02it/s]
 44%|████▍     | 4413/10000 [1:22:02<1:29:03,  1.05it/s]
 44%|████▍     | 4414/10000 [1:22:03<1:26:15,  1.08it/s]
 44%|████▍     | 4415/10000 [1:22:04<1:23:51,  1.11it/s]
 44%|████▍     | 4416/10000 [1:22:04<1:21:39,  1.14it/s]
 44%|████▍     | 4417/10000 [1:22:05<1:19:20,  1.17it/s]
 44%|████▍     | 4418/10000 [1:22:06<1:17:20,  1.20it/s]
 44%|████▍     | 4419/10000 [1:22:07<1:15:32,  1.23it/s]
 44%|████▍     | 4420/10000 [1:22:07<1:13:41,  1.26it/s]
 44%|████▍     | 4421/10000 [1:22:08<1:11:47,  1.30it/s]
 44%|████▍     | 4422/10000 [1:22:09<1:09:55,  1.33it/s]
 44%|████▍     | 4423/10000 [1:22:10<1:08:11,  1.36it/s]
 44%|████▍     | 4424/10000 [1:22:10<1:06:19,  1.40it/s]
 44%|████▍     | 4425/10000 [1:22:11<1:04:38,  1.44it/s]
 44%|████▍     | 4426/10000 [1:22:12<1:03:07,  1.47it/s]
 44%|████▍     | 4427/10000 [1:22:12<1:00:35,  1.53it/s]
 44%|████▍     | 4428/10000 [1:22:13<58:01,  1.60it/s]  
 44%|████▍     | 4429/10000 [1:22:13<55:19,  1.68it/s]
 44%|████▍     | 4430/10000 [1:22:14<52:43,  1.76it/s]
 44%|████▍     | 4431/10000 [1:22:14<49:44,  1.87it/s]
 44%|████▍     | 4432/10000 [1:22:15<46:54,  1.98it/s]
 44%|████▍     | 4433/10000 [1:22:15<43:53,  2.11it/s]
 44%|████▍     | 4434/10000 [1:22:15<41:12,  2.25it/s]
 44%|████▍     | 4435/10000 [1:22:16<38:19,  2.42it/s]
 44%|████▍     | 4436/10000 [1:22:16<35:42,  2.60it/s]
 44%|████▍     | 4437/10000 [1:22:16<33:23,  2.78it/s]
 44%|████▍     | 4438/10000 [1:22:17<31:30,  2.94it/s]
 44%|████▍     | 4439/10000 [1:22:17<30:21,  3.05it/s]
 44%|████▍     | 4440/10000 [1:22:19<1:17:26,  1.20it/s]
 44%|████▍     | 4441/10000 [1:22:21<1:44:49,  1.13s/it]
 44%|████▍     | 4442/10000 [1:22:22<2:01:00,  1.31s/it]
 44%|████▍     | 4443/10000 [1:22:24<2:10:12,  1.41s/it]
 44%|████▍     | 4444/10000 [1:22:26<2:15:04,  1.46s/it]
 44%|████▍     | 4445/10000 [1:22:27<2:17:09,  1.48s/it]
 44%|████▍     | 4446/10000 [1:22:29<2:17:10,  1.48s/it]
 44%|████▍     | 4447/10000 [1:22:30<2:15:50,  1.47s/it]
 44%|████▍     | 4448/10000 [1:22:32<2:13:39,  1.44s/it]
 44%|████▍     | 4449/10000 [1:22:33<2:10:29,  1.41s/it]
 44%|████▍     | 4450/10000 [1:22:34<2:07:39,  1.38s/it]
 45%|████▍     | 4451/10000 [1:22:35<2:04:23,  1.34s/it]
 45%|████▍     | 4452/10000 [1:22:37<2:00:58,  1.31s/it]
 45%|████▍     | 4453/10000 [1:22:38<1:58:26,  1.28s/it]
 45%|████▍     | 4454/10000 [1:22:39<1:56:04,  1.26s/it]
 45%|████▍     | 4455/10000 [1:22:40<1:53:12,  1.22s/it]
 45%|████▍     | 4456/10000 [1:22:41<1:50:24,  1.19s/it]
 45%|████▍     | 4457/10000 [1:22:42<1:47:32,  1.16s/it]
 45%|████▍     | 4458/10000 [1:22:44<1:44:52,  1.14s/it]
 45%|████▍     | 4459/10000 [1:22:45<1:42:12,  1.11s/it]
 45%|████▍     | 4460/10000 [1:22:46<1:39:07,  1.07s/it]
 45%|████▍     | 4461/10000 [1:22:47<1:36:19,  1.04s/it]
 45%|████▍     | 4462/10000 [1:22:47<1:33:35,  1.01s/it]
 45%|████▍     | 4463/10000 [1:22:48<1:30:44,  1.02it/s]
 45%|████▍     | 4464/10000 [1:22:49<1:28:40,  1.04it/s]
 45%|████▍     | 4465/10000 [1:22:50<1:26:17,  1.07it/s]
 45%|████▍     | 4466/10000 [1:22:51<1:23:31,  1.10it/s]
 45%|████▍     | 4467/10000 [1:22:52<1:21:13,  1.14it/s]
 45%|████▍     | 4468/10000 [1:22:53<1:18:55,  1.17it/s]
 45%|████▍     | 4469/10000 [1:22:53<1:16:56,  1.20it/s]
 45%|████▍     | 4470/10000 [1:22:54<1:14:47,  1.23it/s]
 45%|████▍     | 4471/10000 [1:22:55<1:12:27,  1.27it/s]
 45%|████▍     | 4472/10000 [1:22:56<1:10:22,  1.31it/s]
 45%|████▍     | 4473/10000 [1:22:56<1:08:13,  1.35it/s]
 45%|████▍     | 4474/10000 [1:22:57<1:06:01,  1.39it/s]
 45%|████▍     | 4475/10000 [1:22:58<1:03:37,  1.45it/s]
 45%|████▍     | 4476/10000 [1:22:58<1:01:24,  1.50it/s]
 45%|████▍     | 4477/10000 [1:22:59<59:00,  1.56it/s]  
 45%|████▍     | 4478/10000 [1:22:59<56:45,  1.62it/s]
 45%|████▍     | 4479/10000 [1:23:00<54:20,  1.69it/s]
 45%|████▍     | 4480/10000 [1:23:00<51:59,  1.77it/s]
 45%|████▍     | 4481/10000 [1:23:01<49:23,  1.86it/s]
 45%|████▍     | 4482/10000 [1:23:01<46:15,  1.99it/s]
 45%|████▍     | 4483/10000 [1:23:02<43:00,  2.14it/s]
 45%|████▍     | 4484/10000 [1:23:02<42:44,  2.15it/s]
 45%|████▍     | 4485/10000 [1:23:02<39:01,  2.36it/s]
 45%|████▍     | 4486/10000 [1:23:03<36:14,  2.54it/s]
 45%|████▍     | 4487/10000 [1:23:03<33:22,  2.75it/s]
 45%|████▍     | 4488/10000 [1:23:03<31:34,  2.91it/s]
 45%|████▍     | 4489/10000 [1:23:04<30:07,  3.05it/s]
 45%|████▍     | 4490/10000 [1:23:06<1:17:36,  1.18it/s]
 45%|████▍     | 4491/10000 [1:23:08<1:45:55,  1.15s/it]
 45%|████▍     | 4492/10000 [1:23:09<2:02:19,  1.33s/it]
 45%|████▍     | 4493/10000 [1:23:11<2:11:03,  1.43s/it]
 45%|████▍     | 4494/10000 [1:23:13<2:15:26,  1.48s/it]
 45%|████▍     | 4495/10000 [1:23:14<2:17:14,  1.50s/it]
 45%|████▍     | 4496/10000 [1:23:16<2:16:48,  1.49s/it]
 45%|████▍     | 4497/10000 [1:23:17<2:14:51,  1.47s/it]
 45%|████▍     | 4498/10000 [1:23:18<2:12:05,  1.44s/it]
 45%|████▍     | 4499/10000 [1:23:20<2:08:59,  1.41s/it]
 45%|████▌     | 4500/10000 [1:23:21<2:06:06,  1.38s/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 = 2822
  Batch size = 12
{'eval_loss': 0.6844218969345093, 'eval_wer': 0.22402840059790732, 'eval_runtime': 88.5555, 'eval_samples_per_second': 31.867, 'eval_steps_per_second': 2.665, 'epoch': 8.49}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:40,  5.78it/s]

  1%|▏         | 3/236 [00:00<01:06,  3.51it/s]

  2%|▏         | 4/236 [00:01<01:07,  3.45it/s]

  2%|▏         | 5/236 [00:01<01:10,  3.27it/s]

  3%|▎         | 6/236 [00:01<01:12,  3.16it/s]

  3%|▎         | 7/236 [00:02<01:16,  2.98it/s]

  3%|▎         | 8/236 [00:02<01:17,  2.93it/s]

  4%|▍         | 9/236 [00:02<01:14,  3.06it/s]

  4%|▍         | 10/236 [00:03<01:17,  2.91it/s]

  5%|▍         | 11/236 [00:03<01:22,  2.74it/s]

  5%|▌         | 12/236 [00:03<01:17,  2.89it/s]

  6%|▌         | 13/236 [00:04<01:19,  2.81it/s]

  6%|▌         | 14/236 [00:04<01:21,  2.73it/s]

  6%|▋         | 15/236 [00:05<01:19,  2.76it/s]

  7%|▋         | 16/236 [00:05<01:24,  2.62it/s]

  7%|▋         | 17/236 [00:05<01:23,  2.62it/s]

  8%|▊         | 18/236 [00:06<01:24,  2.57it/s]

  8%|▊         | 19/236 [00:06<01:20,  2.70it/s]

  8%|▊         | 20/236 [00:07<01:25,  2.52it/s]

  9%|▉         | 21/236 [00:07<01:24,  2.56it/s]

  9%|▉         | 22/236 [00:07<01:23,  2.55it/s]

 10%|▉         | 23/236 [00:08<01:19,  2.67it/s]

 10%|█         | 24/236 [00:08<01:15,  2.81it/s]

 11%|█         | 25/236 [00:08<01:09,  3.04it/s]

 11%|█         | 26/236 [00:09<01:14,  2.83it/s]

 11%|█▏        | 27/236 [00:09<01:10,  2.97it/s]

 12%|█▏        | 28/236 [00:09<01:09,  3.00it/s]

 12%|█▏        | 29/236 [00:10<01:07,  3.07it/s]

 13%|█▎        | 30/236 [00:10<01:06,  3.12it/s]

 13%|█▎        | 31/236 [00:10<01:09,  2.94it/s]

 14%|█▎        | 32/236 [00:11<01:16,  2.66it/s]

 14%|█▍        | 33/236 [00:11<01:18,  2.58it/s]

 14%|█▍        | 34/236 [00:11<01:15,  2.66it/s]

 15%|█▍        | 35/236 [00:12<01:13,  2.72it/s]

 15%|█▌        | 36/236 [00:12<01:13,  2.71it/s]

 16%|█▌        | 37/236 [00:13<01:14,  2.67it/s]

 16%|█▌        | 38/236 [00:13<01:09,  2.85it/s]

 17%|█▋        | 39/236 [00:13<01:14,  2.65it/s]

 17%|█▋        | 40/236 [00:14<01:18,  2.51it/s]

 17%|█▋        | 41/236 [00:14<01:18,  2.48it/s]

 18%|█▊        | 42/236 [00:15<01:21,  2.37it/s]

 18%|█▊        | 43/236 [00:15<01:20,  2.39it/s]

 19%|█▊        | 44/236 [00:15<01:18,  2.44it/s]

 19%|█▉        | 45/236 [00:16<01:14,  2.57it/s]

 19%|█▉        | 46/236 [00:16<01:14,  2.54it/s]

 20%|█▉        | 47/236 [00:17<01:16,  2.47it/s]

 20%|██        | 48/236 [00:17<01:11,  2.62it/s]

 21%|██        | 49/236 [00:17<01:18,  2.38it/s]

 21%|██        | 50/236 [00:18<01:16,  2.42it/s]

 22%|██▏       | 51/236 [00:18<01:12,  2.54it/s]

 22%|██▏       | 52/236 [00:19<01:10,  2.61it/s]

 22%|██▏       | 53/236 [00:19<01:15,  2.41it/s]

 23%|██▎       | 54/236 [00:19<01:12,  2.51it/s]

 23%|██▎       | 55/236 [00:20<01:09,  2.62it/s]

 24%|██▎       | 56/236 [00:20<01:09,  2.58it/s]

 24%|██▍       | 57/236 [00:21<01:09,  2.58it/s]

 25%|██▍       | 58/236 [00:21<01:07,  2.65it/s]

 25%|██▌       | 59/236 [00:21<01:06,  2.68it/s]

 25%|██▌       | 60/236 [00:22<01:07,  2.61it/s]

 26%|██▌       | 61/236 [00:22<01:04,  2.73it/s]

 26%|██▋       | 62/236 [00:22<01:01,  2.83it/s]

 27%|██▋       | 63/236 [00:23<01:04,  2.68it/s]

 27%|██▋       | 64/236 [00:23<01:05,  2.61it/s]

 28%|██▊       | 65/236 [00:24<01:06,  2.57it/s]

 28%|██▊       | 66/236 [00:24<01:02,  2.74it/s]

 28%|██▊       | 67/236 [00:24<00:58,  2.87it/s]

 29%|██▉       | 68/236 [00:24<00:57,  2.94it/s]

 29%|██▉       | 69/236 [00:25<00:54,  3.04it/s]

 30%|██▉       | 70/236 [00:25<00:52,  3.19it/s]

 30%|███       | 71/236 [00:25<00:56,  2.91it/s]

 31%|███       | 72/236 [00:26<00:56,  2.88it/s]

 31%|███       | 73/236 [00:26<01:02,  2.59it/s]

 31%|███▏      | 74/236 [00:27<01:05,  2.47it/s]

 32%|███▏      | 75/236 [00:27<01:04,  2.49it/s]

 32%|███▏      | 76/236 [00:28<01:04,  2.49it/s]

 33%|███▎      | 77/236 [00:28<01:02,  2.54it/s]

 33%|███▎      | 78/236 [00:28<00:57,  2.75it/s]

 33%|███▎      | 79/236 [00:29<01:00,  2.60it/s]

 34%|███▍      | 80/236 [00:29<01:00,  2.57it/s]

 34%|███▍      | 81/236 [00:29<01:00,  2.57it/s]

 35%|███▍      | 82/236 [00:30<00:59,  2.57it/s]

 35%|███▌      | 83/236 [00:30<00:55,  2.78it/s]

 36%|███▌      | 84/236 [00:30<00:51,  2.93it/s]

 36%|███▌      | 85/236 [00:31<00:50,  3.01it/s]

 36%|███▋      | 86/236 [00:31<00:47,  3.19it/s]

 37%|███▋      | 87/236 [00:31<00:49,  3.01it/s]

 37%|███▋      | 88/236 [00:32<00:49,  3.02it/s]

 38%|███▊      | 89/236 [00:32<00:51,  2.86it/s]

 38%|███▊      | 90/236 [00:32<00:52,  2.80it/s]

 39%|███▊      | 91/236 [00:33<00:55,  2.60it/s]

 39%|███▉      | 92/236 [00:33<00:51,  2.79it/s]

 39%|███▉      | 93/236 [00:33<00:48,  2.94it/s]

 40%|███▉      | 94/236 [00:34<00:46,  3.06it/s]

 40%|████      | 95/236 [00:34<00:49,  2.85it/s]

 41%|████      | 96/236 [00:35<00:47,  2.92it/s]

 41%|████      | 97/236 [00:35<00:45,  3.04it/s]

 42%|████▏     | 98/236 [00:35<00:46,  2.95it/s]

 42%|████▏     | 99/236 [00:36<00:51,  2.66it/s]

 42%|████▏     | 100/236 [00:36<00:51,  2.65it/s]

 43%|████▎     | 101/236 [00:36<00:52,  2.57it/s]

 43%|████▎     | 102/236 [00:37<00:49,  2.71it/s]

 44%|████▎     | 103/236 [00:37<00:48,  2.73it/s]

 44%|████▍     | 104/236 [00:38<00:50,  2.61it/s]

 44%|████▍     | 105/236 [00:38<00:46,  2.80it/s]

 45%|████▍     | 106/236 [00:38<00:46,  2.79it/s]

 45%|████▌     | 107/236 [00:39<00:46,  2.79it/s]

 46%|████▌     | 108/236 [00:39<00:51,  2.50it/s]

 46%|████▌     | 109/236 [00:39<00:51,  2.45it/s]

 47%|████▋     | 110/236 [00:40<00:47,  2.66it/s]

 47%|████▋     | 111/236 [00:40<00:44,  2.82it/s]

 47%|████▋     | 112/236 [00:40<00:44,  2.76it/s]

 48%|████▊     | 113/236 [00:41<00:44,  2.76it/s]

 48%|████▊     | 114/236 [00:41<00:45,  2.69it/s]

 49%|████▊     | 115/236 [00:42<00:42,  2.81it/s]

 49%|████▉     | 116/236 [00:42<00:41,  2.86it/s]

 50%|████▉     | 117/236 [00:42<00:43,  2.76it/s]

 50%|█████     | 118/236 [00:43<00:41,  2.86it/s]

 50%|█████     | 119/236 [00:43<00:40,  2.89it/s]

 51%|█████     | 120/236 [00:43<00:39,  2.93it/s]

 51%|█████▏    | 121/236 [00:44<00:40,  2.84it/s]

 52%|█████▏    | 122/236 [00:44<00:41,  2.72it/s]

 52%|█████▏    | 123/236 [00:44<00:39,  2.83it/s]

 53%|█████▎    | 124/236 [00:45<00:40,  2.80it/s]

 53%|█████▎    | 125/236 [00:45<00:39,  2.84it/s]

 53%|█████▎    | 126/236 [00:45<00:38,  2.89it/s]

 54%|█████▍    | 127/236 [00:46<00:39,  2.77it/s]

 54%|█████▍    | 128/236 [00:46<00:39,  2.71it/s]

 55%|█████▍    | 129/236 [00:46<00:36,  2.92it/s]

 55%|█████▌    | 130/236 [00:47<00:35,  3.03it/s]

 56%|█████▌    | 131/236 [00:47<00:35,  2.94it/s]

 56%|█████▌    | 132/236 [00:47<00:33,  3.08it/s]

 56%|█████▋    | 133/236 [00:48<00:36,  2.81it/s]

 57%|█████▋    | 134/236 [00:48<00:36,  2.77it/s]

 57%|█████▋    | 135/236 [00:49<00:35,  2.86it/s]

 58%|█████▊    | 136/236 [00:49<00:37,  2.68it/s]

 58%|█████▊    | 137/236 [00:49<00:37,  2.68it/s]

 58%|█████▊    | 138/236 [00:50<00:37,  2.59it/s]

 59%|█████▉    | 139/236 [00:50<00:35,  2.77it/s]

 59%|█████▉    | 140/236 [00:50<00:33,  2.89it/s]

 60%|█████▉    | 141/236 [00:51<00:34,  2.75it/s]

 60%|██████    | 142/236 [00:51<00:35,  2.65it/s]

 61%|██████    | 143/236 [00:52<00:38,  2.44it/s]

 61%|██████    | 144/236 [00:52<00:36,  2.53it/s]

 61%|██████▏   | 145/236 [00:52<00:36,  2.51it/s]

 62%|██████▏   | 146/236 [00:53<00:34,  2.58it/s]

 62%|██████▏   | 147/236 [00:53<00:34,  2.57it/s]

 63%|██████▎   | 148/236 [00:54<00:33,  2.60it/s]

 63%|██████▎   | 149/236 [00:54<00:32,  2.71it/s]

 64%|██████▎   | 150/236 [00:54<00:29,  2.89it/s]

 64%|██████▍   | 151/236 [00:55<00:30,  2.78it/s]

 64%|██████▍   | 152/236 [00:55<00:29,  2.89it/s]

 65%|██████▍   | 153/236 [00:55<00:29,  2.84it/s]

 65%|██████▌   | 154/236 [00:56<00:29,  2.80it/s]

 66%|██████▌   | 155/236 [00:56<00:28,  2.82it/s]

 66%|██████▌   | 156/236 [00:56<00:31,  2.54it/s]

 67%|██████▋   | 157/236 [00:57<00:32,  2.40it/s]

 67%|██████▋   | 158/236 [00:57<00:32,  2.43it/s]

 67%|██████▋   | 159/236 [00:58<00:29,  2.65it/s]

 68%|██████▊   | 160/236 [00:58<00:28,  2.67it/s]

 68%|██████▊   | 161/236 [00:58<00:28,  2.64it/s]

 69%|██████▊   | 162/236 [00:59<00:26,  2.82it/s]

 69%|██████▉   | 163/236 [00:59<00:25,  2.89it/s]

 69%|██████▉   | 164/236 [00:59<00:23,  3.09it/s]

 70%|██████▉   | 165/236 [01:00<00:22,  3.17it/s]

 70%|███████   | 166/236 [01:00<00:22,  3.13it/s]

 71%|███████   | 167/236 [01:00<00:23,  2.96it/s]

 71%|███████   | 168/236 [01:01<00:23,  2.92it/s]

 72%|███████▏  | 169/236 [01:01<00:23,  2.89it/s]

 72%|███████▏  | 170/236 [01:02<00:26,  2.52it/s]

 72%|███████▏  | 171/236 [01:02<00:23,  2.76it/s]

 73%|███████▎  | 172/236 [01:02<00:22,  2.83it/s]

 73%|███████▎  | 173/236 [01:03<00:23,  2.63it/s]

 74%|███████▎  | 174/236 [01:03<00:25,  2.47it/s]

 74%|███████▍  | 175/236 [01:03<00:23,  2.54it/s]

 75%|███████▍  | 176/236 [01:04<00:23,  2.58it/s]

 75%|███████▌  | 177/236 [01:04<00:20,  2.85it/s]

 75%|███████▌  | 178/236 [01:04<00:20,  2.78it/s]

 76%|███████▌  | 179/236 [01:05<00:21,  2.70it/s]

 76%|███████▋  | 180/236 [01:05<00:20,  2.77it/s]

 77%|███████▋  | 181/236 [01:06<00:20,  2.63it/s]

 77%|███████▋  | 182/236 [01:06<00:20,  2.59it/s]

 78%|███████▊  | 183/236 [01:06<00:19,  2.78it/s]

 78%|███████▊  | 184/236 [01:07<00:19,  2.72it/s]

 78%|███████▊  | 185/236 [01:07<00:18,  2.73it/s]

 79%|███████▉  | 186/236 [01:07<00:18,  2.64it/s]

 79%|███████▉  | 187/236 [01:08<00:18,  2.71it/s]

 80%|███████▉  | 188/236 [01:08<00:17,  2.68it/s]

 80%|████████  | 189/236 [01:09<00:17,  2.72it/s]

 81%|████████  | 190/236 [01:09<00:18,  2.43it/s]

 81%|████████  | 191/236 [01:09<00:17,  2.55it/s]

 81%|████████▏ | 192/236 [01:10<00:15,  2.84it/s]

 82%|████████▏ | 193/236 [01:10<00:16,  2.68it/s]

 82%|████████▏ | 194/236 [01:11<00:16,  2.50it/s]

 83%|████████▎ | 195/236 [01:11<00:13,  2.94it/s]

 83%|████████▎ | 196/236 [01:11<00:13,  2.99it/s]

 83%|████████▎ | 197/236 [01:11<00:12,  3.03it/s]

 84%|████████▍ | 198/236 [01:12<00:13,  2.80it/s]

 84%|████████▍ | 199/236 [01:12<00:13,  2.70it/s]

 85%|████████▍ | 200/236 [01:13<00:13,  2.70it/s]

 85%|████████▌ | 201/236 [01:13<00:13,  2.50it/s]

 86%|████████▌ | 202/236 [01:13<00:13,  2.45it/s]

 86%|████████▌ | 203/236 [01:14<00:12,  2.72it/s]

 86%|████████▋ | 204/236 [01:14<00:11,  2.80it/s]

 87%|████████▋ | 205/236 [01:14<00:11,  2.74it/s]

 87%|████████▋ | 206/236 [01:15<00:10,  2.90it/s]

 88%|████████▊ | 207/236 [01:15<00:09,  3.18it/s]

 88%|████████▊ | 208/236 [01:15<00:09,  2.92it/s]

 89%|████████▊ | 209/236 [01:16<00:09,  2.74it/s]

 89%|████████▉ | 210/236 [01:16<00:10,  2.56it/s]

 89%|████████▉ | 211/236 [01:17<00:10,  2.43it/s]

 90%|████████▉ | 212/236 [01:17<00:09,  2.56it/s]

 90%|█████████ | 213/236 [01:17<00:08,  2.76it/s]

 91%|█████████ | 214/236 [01:18<00:07,  2.77it/s]

 91%|█████████ | 215/236 [01:18<00:07,  2.72it/s]

 92%|█████████▏| 216/236 [01:18<00:06,  2.89it/s]

 92%|█████████▏| 217/236 [01:19<00:07,  2.59it/s]

 92%|█████████▏| 218/236 [01:19<00:06,  2.89it/s]

 93%|█████████▎| 219/236 [01:19<00:05,  3.03it/s]

 93%|█████████▎| 220/236 [01:20<00:05,  2.79it/s]

 94%|█████████▎| 221/236 [01:20<00:05,  2.77it/s]

 94%|█████████▍| 222/236 [01:21<00:05,  2.57it/s]

 94%|█████████▍| 223/236 [01:21<00:04,  2.60it/s]

 95%|█████████▍| 224/236 [01:22<00:04,  2.44it/s]

 95%|█████████▌| 225/236 [01:22<00:04,  2.50it/s]

 96%|█████████▌| 226/236 [01:22<00:04,  2.50it/s]

 96%|█████████▌| 227/236 [01:23<00:03,  2.65it/s]

 97%|█████████▋| 228/236 [01:23<00:02,  2.70it/s]

 97%|█████████▋| 229/236 [01:23<00:02,  2.60it/s]

 97%|█████████▋| 230/236 [01:24<00:02,  2.74it/s]

 98%|█████████▊| 231/236 [01:24<00:01,  2.67it/s]

 98%|█████████▊| 232/236 [01:24<00:01,  2.67it/s]

 99%|█████████▊| 233/236 [01:25<00:01,  2.78it/s]

 99%|█████████▉| 234/236 [01:25<00:00,  3.05it/s]

100%|█████████▉| 235/236 [01:25<00:00,  2.87it/s]
                                                        

                                                 

 45%|████▌     | 4500/10000 [1:24:49<2:06:06,  1.38s/it]

100%|██████████| 236/236 [01:27<00:00,  2.87it/s]

                                                 
 45%|████▌     | 4501/10000 [1:24:50<42:21:42, 27.73s/it]
 45%|████▌     | 4502/10000 [1:24:52<30:13:54, 19.80s/it]
 45%|████▌     | 4503/10000 [1:24:53<21:43:21, 14.23s/it]
 45%|████▌     | 4504/10000 [1:24:54<15:44:45, 10.31s/it]
 45%|████▌     | 4505/10000 [1:24:55<11:32:55,  7.57s/it]
 45%|████▌     | 4506/10000 [1:24:56<8:35:43,  5.63s/it] 
 45%|████▌     | 4507/10000 [1:24:57<6:30:36,  4.27s/it]
 45%|████▌     | 4508/10000 [1:24:58<5:02:20,  3.30s/it]
 45%|████▌     | 4509/10000 [1:24:59<3:59:30,  2.62s/it]
 45%|████▌     | 4510/10000 [1:25:00<3:14:32,  2.13s/it]
 45%|████▌     | 4511/10000 [1:25:01<2:42:43,  1.78s/it]
 45%|████▌     | 4512/10000 [1:25:02<2:19:36,  1.53s/it]
 45%|████▌     | 4513/10000 [1:25:03<2:02:50,  1.34s/it]
 45%|████▌     | 4514/10000 [1:25:04<1:50:08,  1.20s/it]
 45%|████▌     | 4515/10000 [1:25:05<1:40:14,  1.10s/it]
 45%|████▌     | 4516/10000 [1:25:06<1:32:40,  1.01s/it]
 45%|████▌     | 4517/10000 [1:25:07<1:27:17,  1.05it/s]
 45%|████▌     | 4518/10000 [1:25:07<1:23:19,  1.10it/s]
 45%|████▌     | 4519/10000 [1:25:08<1:19:37,  1.15it/s]
 45%|████▌     | 4520/10000 [1:25:09<1:16:14,  1.20it/s]
 45%|████▌     | 4521/10000 [1:25:10<1:13:34,  1.24it/s]
 45%|████▌     | 4522/10000 [1:25:10<1:10:55,  1.29it/s]
 45%|████▌     | 4523/10000 [1:25:11<1:08:06,  1.34it/s]
 45%|████▌     | 4524/10000 [1:25:12<1:05:38,  1.39it/s]
 45%|████▌     | 4525/10000 [1:25:12<1:04:09,  1.42it/s]
 45%|████▌     | 4526/10000 [1:25:13<1:01:31,  1.48it/s]
 45%|████▌     | 4527/10000 [1:25:14<59:03,  1.54it/s]  
 45%|████▌     | 4528/10000 [1:25:14<56:36,  1.61it/s]
 45%|████▌     | 4529/10000 [1:25:15<54:11,  1.68it/s]
 45%|████▌     | 4530/10000 [1:25:15<51:48,  1.76it/s]
 45%|████▌     | 4531/10000 [1:25:16<49:08,  1.85it/s]
 45%|████▌     | 4532/10000 [1:25:16<46:45,  1.95it/s]
 45%|████▌     | 4533/10000 [1:25:16<43:55,  2.07it/s]
 45%|████▌     | 4534/10000 [1:25:17<40:59,  2.22it/s]
 45%|████▌     | 4535/10000 [1:25:17<37:41,  2.42it/s]
 45%|████▌     | 4536/10000 [1:25:17<34:58,  2.60it/s]
 45%|████▌     | 4537/10000 [1:25:18<32:47,  2.78it/s]
 45%|████▌     | 4538/10000 [1:25:18<31:09,  2.92it/s]
 45%|████▌     | 4539/10000 [1:25:18<30:06,  3.02it/s]
 45%|████▌     | 4540/10000 [1:25:21<1:19:30,  1.14it/s]
 45%|████▌     | 4541/10000 [1:25:22<1:49:41,  1.21s/it]
 45%|████▌     | 4542/10000 [1:25:24<2:06:44,  1.39s/it]
 45%|████▌     | 4543/10000 [1:25:26<2:15:27,  1.49s/it]
 45%|████▌     | 4544/10000 [1:25:28<2:19:28,  1.53s/it]
 45%|████▌     | 4545/10000 [1:25:29<2:20:43,  1.55s/it]
 45%|████▌     | 4546/10000 [1:25:31<2:24:20,  1.59s/it]
 45%|████▌     | 4547/10000 [1:25:32<2:21:50,  1.56s/it]
 45%|████▌     | 4548/10000 [1:25:34<2:18:39,  1.53s/it]
 45%|████▌     | 4549/10000 [1:25:35<2:15:14,  1.49s/it]
 46%|████▌     | 4550/10000 [1:25:37<2:11:37,  1.45s/it]
 46%|████▌     | 4551/10000 [1:25:38<2:12:54,  1.46s/it]
 46%|████▌     | 4552/10000 [1:25:39<2:08:21,  1.41s/it]
 46%|████▌     | 4553/10000 [1:25:41<2:03:33,  1.36s/it]
 46%|████▌     | 4554/10000 [1:25:42<1:59:44,  1.32s/it]
 46%|████▌     | 4555/10000 [1:25:43<1:55:08,  1.27s/it]
 46%|████▌     | 4556/10000 [1:25:44<1:51:03,  1.22s/it]
 46%|████▌     | 4557/10000 [1:25:45<1:47:54,  1.19s/it]
 46%|████▌     | 4558/10000 [1:25:46<1:44:28,  1.15s/it]
 46%|████▌     | 4559/10000 [1:25:47<1:41:33,  1.12s/it]
 46%|████▌     | 4560/10000 [1:25:48<1:38:33,  1.09s/it]
 46%|████▌     | 4561/10000 [1:25:49<1:35:48,  1.06s/it]
 46%|████▌     | 4562/10000 [1:25:50<1:33:15,  1.03s/it]
 46%|████▌     | 4563/10000 [1:25:51<1:30:57,  1.00s/it]
 46%|████▌     | 4564/10000 [1:25:52<1:28:35,  1.02it/s]
 46%|████▌     | 4565/10000 [1:25:53<1:27:21,  1.04it/s]
 46%|████▌     | 4566/10000 [1:25:54<1:24:50,  1.07it/s]
 46%|████▌     | 4567/10000 [1:25:55<1:22:21,  1.10it/s]
 46%|████▌     | 4568/10000 [1:25:56<1:20:59,  1.12it/s]
 46%|████▌     | 4569/10000 [1:25:57<1:19:42,  1.14it/s]
 46%|████▌     | 4570/10000 [1:25:57<1:16:42,  1.18it/s]
 46%|████▌     | 4571/10000 [1:25:58<1:14:33,  1.21it/s]
 46%|████▌     | 4572/10000 [1:25:59<1:12:18,  1.25it/s]
 46%|████▌     | 4573/10000 [1:26:00<1:09:51,  1.29it/s]
 46%|████▌     | 4574/10000 [1:26:00<1:07:36,  1.34it/s]
 46%|████▌     | 4575/10000 [1:26:01<1:05:13,  1.39it/s]
 46%|████▌     | 4576/10000 [1:26:02<1:02:58,  1.44it/s]
 46%|████▌     | 4577/10000 [1:26:02<1:01:20,  1.47it/s]
 46%|████▌     | 4578/10000 [1:26:03<58:00,  1.56it/s]  
 46%|████▌     | 4579/10000 [1:26:03<54:58,  1.64it/s]
 46%|████▌     | 4580/10000 [1:26:04<52:05,  1.73it/s]
 46%|████▌     | 4581/10000 [1:26:04<49:44,  1.82it/s]
 46%|████▌     | 4582/10000 [1:26:05<46:40,  1.93it/s]
 46%|████▌     | 4583/10000 [1:26:05<43:40,  2.07it/s]
 46%|████▌     | 4584/10000 [1:26:05<40:36,  2.22it/s]
 46%|████▌     | 4585/10000 [1:26:06<37:34,  2.40it/s]
 46%|████▌     | 4586/10000 [1:26:06<34:47,  2.59it/s]
 46%|████▌     | 4587/10000 [1:26:06<32:32,  2.77it/s]
 46%|████▌     | 4588/10000 [1:26:07<30:51,  2.92it/s]
 46%|████▌     | 4589/10000 [1:26:07<29:32,  3.05it/s]
 46%|████▌     | 4590/10000 [1:26:09<1:15:56,  1.19it/s]
 46%|████▌     | 4591/10000 [1:26:11<1:43:56,  1.15s/it]
 46%|████▌     | 4592/10000 [1:26:13<2:00:24,  1.34s/it]
 46%|████▌     | 4593/10000 [1:26:14<2:09:48,  1.44s/it]
 46%|████▌     | 4594/10000 [1:26:16<2:14:23,  1.49s/it]
 46%|████▌     | 4595/10000 [1:26:18<2:15:23,  1.50s/it]
 46%|████▌     | 4596/10000 [1:26:19<2:15:02,  1.50s/it]
 46%|████▌     | 4597/10000 [1:26:20<2:12:53,  1.48s/it]
 46%|████▌     | 4598/10000 [1:26:22<2:10:39,  1.45s/it]
 46%|████▌     | 4599/10000 [1:26:23<2:07:50,  1.42s/it]
 46%|████▌     | 4600/10000 [1:26:25<2:05:27,  1.39s/it]
 46%|████▌     | 4601/10000 [1:26:26<2:02:36,  1.36s/it]
 46%|████▌     | 4602/10000 [1:26:27<1:59:39,  1.33s/it]
 46%|████▌     | 4603/10000 [1:26:28<1:56:50,  1.30s/it]
 46%|████▌     | 4604/10000 [1:26:29<1:54:04,  1.27s/it]
 46%|████▌     | 4605/10000 [1:26:31<1:50:26,  1.23s/it]
 46%|████▌     | 4606/10000 [1:26:32<1:47:34,  1.20s/it]
 46%|████▌     | 4607/10000 [1:26:33<1:45:10,  1.17s/it]
 46%|████▌     | 4608/10000 [1:26:34<1:42:23,  1.14s/it]
 46%|████▌     | 4609/10000 [1:26:35<1:39:29,  1.11s/it]
 46%|████▌     | 4610/10000 [1:26:36<1:36:45,  1.08s/it]
 46%|████▌     | 4611/10000 [1:26:37<1:33:49,  1.04s/it]
 46%|████▌     | 4612/10000 [1:26:38<1:31:02,  1.01s/it]
 46%|████▌     | 4613/10000 [1:26:39<1:28:30,  1.01it/s]
 46%|████▌     | 4614/10000 [1:26:40<1:26:23,  1.04it/s]
 46%|████▌     | 4615/10000 [1:26:41<1:24:43,  1.06it/s]
 46%|████▌     | 4616/10000 [1:26:41<1:22:11,  1.09it/s]
 46%|████▌     | 4617/10000 [1:26:42<1:19:50,  1.12it/s]
 46%|████▌     | 4618/10000 [1:26:43<1:17:32,  1.16it/s]
 46%|████▌     | 4619/10000 [1:26:44<1:15:44,  1.18it/s]
 46%|████▌     | 4620/10000 [1:26:45<1:13:55,  1.21it/s]
 46%|████▌     | 4621/10000 [1:26:45<1:12:06,  1.24it/s]
 46%|████▌     | 4622/10000 [1:26:46<1:10:10,  1.28it/s]
 46%|████▌     | 4623/10000 [1:26:47<1:08:05,  1.32it/s]
 46%|████▌     | 4624/10000 [1:26:48<1:06:07,  1.36it/s]
 46%|████▋     | 4625/10000 [1:26:48<1:03:55,  1.40it/s]
 46%|████▋     | 4626/10000 [1:26:49<1:02:00,  1.44it/s]
 46%|████▋     | 4627/10000 [1:26:49<1:00:38,  1.48it/s]
 46%|████▋     | 4628/10000 [1:26:50<58:03,  1.54it/s]  
 46%|████▋     | 4629/10000 [1:26:51<55:34,  1.61it/s]
 46%|████▋     | 4630/10000 [1:26:51<53:13,  1.68it/s]
 46%|████▋     | 4631/10000 [1:26:52<50:36,  1.77it/s]
 46%|████▋     | 4632/10000 [1:26:52<47:48,  1.87it/s]
 46%|████▋     | 4633/10000 [1:26:53<44:55,  1.99it/s]
 46%|████▋     | 4634/10000 [1:26:53<41:50,  2.14it/s]
 46%|████▋     | 4635/10000 [1:26:53<38:55,  2.30it/s]
 46%|████▋     | 4636/10000 [1:26:54<36:07,  2.48it/s]
 46%|████▋     | 4637/10000 [1:26:54<33:31,  2.67it/s]
 46%|████▋     | 4638/10000 [1:26:54<31:28,  2.84it/s]
 46%|████▋     | 4639/10000 [1:26:55<30:06,  2.97it/s]
 46%|████▋     | 4640/10000 [1:26:57<1:16:15,  1.17it/s]
 46%|████▋     | 4641/10000 [1:26:58<1:42:22,  1.15s/it]
 46%|████▋     | 4642/10000 [1:27:00<1:57:48,  1.32s/it]
 46%|████▋     | 4643/10000 [1:27:02<2:05:53,  1.41s/it]
 46%|████▋     | 4644/10000 [1:27:03<2:09:33,  1.45s/it]
 46%|████▋     | 4645/10000 [1:27:05<2:10:50,  1.47s/it]
 46%|████▋     | 4646/10000 [1:27:06<2:10:24,  1.46s/it]
 46%|████▋     | 4647/10000 [1:27:08<2:08:12,  1.44s/it]
 46%|████▋     | 4648/10000 [1:27:09<2:05:31,  1.41s/it]
 46%|████▋     | 4649/10000 [1:27:10<2:01:53,  1.37s/it]
 46%|████▋     | 4650/10000 [1:27:11<1:58:44,  1.33s/it]
 47%|████▋     | 4651/10000 [1:27:13<1:55:37,  1.30s/it]
 47%|████▋     | 4652/10000 [1:27:14<1:52:46,  1.27s/it]
 47%|████▋     | 4653/10000 [1:27:15<1:49:12,  1.23s/it]
 47%|████▋     | 4654/10000 [1:27:16<1:46:00,  1.19s/it]
 47%|████▋     | 4655/10000 [1:27:17<1:42:43,  1.15s/it]
 47%|████▋     | 4656/10000 [1:27:18<1:39:36,  1.12s/it]
 47%|████▋     | 4657/10000 [1:27:19<1:36:40,  1.09s/it]
 47%|████▋     | 4658/10000 [1:27:20<1:33:40,  1.05s/it]
 47%|████▋     | 4659/10000 [1:27:21<1:31:18,  1.03s/it]
 47%|████▋     | 4660/10000 [1:27:22<1:28:54,  1.00it/s]
 47%|████▋     | 4661/10000 [1:27:23<1:27:07,  1.02it/s]
 47%|████▋     | 4662/10000 [1:27:24<1:25:05,  1.05it/s]
 47%|████▋     | 4663/10000 [1:27:25<1:22:30,  1.08it/s]
 47%|████▋     | 4664/10000 [1:27:26<1:20:16,  1.11it/s]
 47%|████▋     | 4665/10000 [1:27:26<1:18:07,  1.14it/s]
 47%|████▋     | 4666/10000 [1:27:27<1:16:20,  1.16it/s]
 47%|████▋     | 4667/10000 [1:27:28<1:14:32,  1.19it/s]
 47%|████▋     | 4668/10000 [1:27:29<1:12:40,  1.22it/s]
 47%|████▋     | 4669/10000 [1:27:30<1:11:13,  1.25it/s]
 47%|████▋     | 4670/10000 [1:27:30<1:09:21,  1.28it/s]
 47%|████▋     | 4671/10000 [1:27:31<1:07:40,  1.31it/s]
 47%|████▋     | 4672/10000 [1:27:32<1:06:02,  1.34it/s]
 47%|████▋     | 4673/10000 [1:27:32<1:04:08,  1.38it/s]
 47%|████▋     | 4674/10000 [1:27:33<1:02:42,  1.42it/s]
 47%|████▋     | 4675/10000 [1:27:34<1:00:55,  1.46it/s]
 47%|████▋     | 4676/10000 [1:27:34<59:23,  1.49it/s]  
 47%|████▋     | 4677/10000 [1:27:35<57:06,  1.55it/s]
 47%|████▋     | 4678/10000 [1:27:36<54:20,  1.63it/s]
 47%|████▋     | 4679/10000 [1:27:36<51:48,  1.71it/s]
 47%|████▋     | 4680/10000 [1:27:37<49:15,  1.80it/s]
 47%|████▋     | 4681/10000 [1:27:37<46:41,  1.90it/s]
 47%|████▋     | 4682/10000 [1:27:37<44:02,  2.01it/s]
 47%|████▋     | 4683/10000 [1:27:38<41:34,  2.13it/s]
 47%|████▋     | 4684/10000 [1:27:38<39:04,  2.27it/s]
 47%|████▋     | 4685/10000 [1:27:39<36:23,  2.43it/s]
 47%|████▋     | 4686/10000 [1:27:39<35:14,  2.51it/s]
 47%|████▋     | 4687/10000 [1:27:39<32:35,  2.72it/s]
 47%|████▋     | 4688/10000 [1:27:39<30:38,  2.89it/s]
 47%|████▋     | 4689/10000 [1:27:40<29:07,  3.04it/s]
 47%|████▋     | 4690/10000 [1:27:42<1:13:46,  1.20it/s]
 47%|████▋     | 4691/10000 [1:27:43<1:36:57,  1.10s/it]
 47%|████▋     | 4692/10000 [1:27:45<1:48:59,  1.23s/it]
 47%|████▋     | 4693/10000 [1:27:46<1:54:13,  1.29s/it]
 47%|████▋     | 4694/10000 [1:27:48<1:55:16,  1.30s/it]
 47%|████▋     | 4695/10000 [1:27:49<1:54:16,  1.29s/it]
 47%|████▋     | 4696/10000 [1:27:50<1:51:53,  1.27s/it]
 47%|████▋     | 4697/10000 [1:27:51<1:47:11,  1.21s/it]
 47%|████▋     | 4698/10000 [1:27:52<1:41:49,  1.15s/it]
 47%|████▋     | 4699/10000 [1:27:53<1:36:05,  1.09s/it]
 47%|████▋     | 4700/10000 [1:27:54<1:30:49,  1.03s/it]
 47%|████▋     | 4701/10000 [1:27:55<1:25:10,  1.04it/s]
 47%|████▋     | 4702/10000 [1:27:56<1:20:05,  1.10it/s]
 47%|████▋     | 4703/10000 [1:27:56<1:14:38,  1.18it/s]
 47%|████▋     | 4704/10000 [1:27:57<1:09:06,  1.28it/s]
 47%|████▋     | 4705/10000 [1:27:58<1:03:20,  1.39it/s]
 47%|████▋     | 4706/10000 [1:27:58<57:04,  1.55it/s]  
 47%|████▋     | 4707/10000 [1:27:59<49:56,  1.77it/s]
 47%|████▋     | 4708/10000 [1:27:59<43:33,  2.02it/s]
 47%|████▋     | 4709/10000 [1:27:59<38:26,  2.29it/s]
 47%|████▋     | 4710/10000 [1:27:59<32:43,  2.69it/s]
 47%|████▋     | 4711/10000 [1:28:01<1:18:23,  1.12it/s]
 47%|████▋     | 4712/10000 [1:28:03<1:45:44,  1.20s/it]
 47%|████▋     | 4713/10000 [1:28:05<2:01:40,  1.38s/it]
 47%|████▋     | 4714/10000 [1:28:07<2:10:33,  1.48s/it]
 47%|████▋     | 4715/10000 [1:28:09<2:13:28,  1.52s/it]
 47%|████▋     | 4716/10000 [1:28:10<2:14:09,  1.52s/it]
 47%|████▋     | 4717/10000 [1:28:12<2:13:27,  1.52s/it]
 47%|████▋     | 4718/10000 [1:28:13<2:11:57,  1.50s/it]
 47%|████▋     | 4719/10000 [1:28:14<2:09:19,  1.47s/it]
 47%|████▋     | 4720/10000 [1:28:16<2:05:58,  1.43s/it]
 47%|████▋     | 4721/10000 [1:28:17<2:02:49,  1.40s/it]
 47%|████▋     | 4722/10000 [1:28:18<1:59:47,  1.36s/it]
 47%|████▋     | 4723/10000 [1:28:20<1:56:31,  1.32s/it]
 47%|████▋     | 4724/10000 [1:28:21<1:53:24,  1.29s/it]
 47%|████▋     | 4725/10000 [1:28:22<1:50:08,  1.25s/it]
 47%|████▋     | 4726/10000 [1:28:23<1:47:03,  1.22s/it]
 47%|████▋     | 4727/10000 [1:28:24<1:44:08,  1.18s/it]
 47%|████▋     | 4728/10000 [1:28:25<1:41:06,  1.15s/it]
 47%|████▋     | 4729/10000 [1:28:26<1:37:48,  1.11s/it]
 47%|████▋     | 4730/10000 [1:28:27<1:34:46,  1.08s/it]
 47%|████▋     | 4731/10000 [1:28:28<1:31:48,  1.05s/it]
 47%|████▋     | 4732/10000 [1:28:29<1:29:02,  1.01s/it]
 47%|████▋     | 4733/10000 [1:28:30<1:26:16,  1.02it/s]
 47%|████▋     | 4734/10000 [1:28:31<1:23:55,  1.05it/s]
 47%|████▋     | 4735/10000 [1:28:32<1:21:08,  1.08it/s]
 47%|████▋     | 4736/10000 [1:28:33<1:18:50,  1.11it/s]
 47%|████▋     | 4737/10000 [1:28:34<1:16:41,  1.14it/s]
 47%|████▋     | 4738/10000 [1:28:34<1:14:48,  1.17it/s]
 47%|████▋     | 4739/10000 [1:28:35<1:13:09,  1.20it/s]
 47%|████▋     | 4740/10000 [1:28:36<1:11:34,  1.22it/s]
 47%|████▋     | 4741/10000 [1:28:37<1:10:06,  1.25it/s]
 47%|████▋     | 4742/10000 [1:28:37<1:07:56,  1.29it/s]
 47%|████▋     | 4743/10000 [1:28:38<1:05:58,  1.33it/s]
 47%|████▋     | 4744/10000 [1:28:39<1:04:11,  1.36it/s]
 47%|████▋     | 4745/10000 [1:28:39<1:02:16,  1.41it/s]
 47%|████▋     | 4746/10000 [1:28:40<1:00:31,  1.45it/s]
 47%|████▋     | 4747/10000 [1:28:41<58:01,  1.51it/s]  
 47%|████▋     | 4748/10000 [1:28:41<55:31,  1.58it/s]
 47%|████▋     | 4749/10000 [1:28:42<53:06,  1.65it/s]
 48%|████▊     | 4750/10000 [1:28:42<50:30,  1.73it/s]
 48%|████▊     | 4751/10000 [1:28:43<48:13,  1.81it/s]
 48%|████▊     | 4752/10000 [1:28:43<45:25,  1.93it/s]
 48%|████▊     | 4753/10000 [1:28:44<42:43,  2.05it/s]
 48%|████▊     | 4754/10000 [1:28:44<39:57,  2.19it/s]
 48%|████▊     | 4755/10000 [1:28:44<37:17,  2.34it/s]
 48%|████▊     | 4756/10000 [1:28:45<34:45,  2.52it/s]
 48%|████▊     | 4757/10000 [1:28:45<32:31,  2.69it/s]
 48%|████▊     | 4758/10000 [1:28:45<30:35,  2.86it/s]
 48%|████▊     | 4759/10000 [1:28:46<29:01,  3.01it/s]
 48%|████▊     | 4760/10000 [1:28:46<28:05,  3.11it/s]
 48%|████▊     | 4761/10000 [1:28:48<1:14:00,  1.18it/s]
 48%|████▊     | 4762/10000 [1:28:50<1:42:37,  1.18s/it]
 48%|████▊     | 4763/10000 [1:28:52<1:59:10,  1.37s/it]
 48%|████▊     | 4764/10000 [1:28:53<2:07:20,  1.46s/it]
 48%|████▊     | 4765/10000 [1:28:55<2:10:50,  1.50s/it]
 48%|████▊     | 4766/10000 [1:28:57<2:11:36,  1.51s/it]
 48%|████▊     | 4767/10000 [1:28:58<2:10:40,  1.50s/it]
 48%|████▊     | 4768/10000 [1:28:59<2:08:40,  1.48s/it]
 48%|████▊     | 4769/10000 [1:29:01<2:06:01,  1.45s/it]
 48%|████▊     | 4770/10000 [1:29:02<2:03:43,  1.42s/it]
 48%|████▊     | 4771/10000 [1:29:04<2:01:10,  1.39s/it]
 48%|████▊     | 4772/10000 [1:29:05<1:58:26,  1.36s/it]
 48%|████▊     | 4773/10000 [1:29:06<1:55:32,  1.33s/it]
 48%|████▊     | 4774/10000 [1:29:07<1:53:03,  1.30s/it]
 48%|████▊     | 4775/10000 [1:29:08<1:50:43,  1.27s/it]
 48%|████▊     | 4776/10000 [1:29:10<1:47:55,  1.24s/it]
 48%|████▊     | 4777/10000 [1:29:11<1:44:39,  1.20s/it]
 48%|████▊     | 4778/10000 [1:29:12<1:41:49,  1.17s/it]
 48%|████▊     | 4779/10000 [1:29:13<1:39:02,  1.14s/it]
 48%|████▊     | 4780/10000 [1:29:14<1:36:28,  1.11s/it]
 48%|████▊     | 4781/10000 [1:29:15<1:33:37,  1.08s/it]
 48%|████▊     | 4782/10000 [1:29:16<1:30:49,  1.04s/it]
 48%|████▊     | 4783/10000 [1:29:17<1:28:11,  1.01s/it]
 48%|████▊     | 4784/10000 [1:29:18<1:25:50,  1.01it/s]
 48%|████▊     | 4785/10000 [1:29:19<1:23:33,  1.04it/s]
 48%|████▊     | 4786/10000 [1:29:20<1:21:40,  1.06it/s]
 48%|████▊     | 4787/10000 [1:29:20<1:19:09,  1.10it/s]
 48%|████▊     | 4788/10000 [1:29:21<1:16:51,  1.13it/s]
 48%|████▊     | 4789/10000 [1:29:22<1:14:53,  1.16it/s]
 48%|████▊     | 4790/10000 [1:29:23<1:13:09,  1.19it/s]
 48%|████▊     | 4791/10000 [1:29:24<1:11:26,  1.22it/s]
 48%|████▊     | 4792/10000 [1:29:24<1:09:49,  1.24it/s]
 48%|████▊     | 4793/10000 [1:29:25<1:07:45,  1.28it/s]
 48%|████▊     | 4794/10000 [1:29:26<1:05:46,  1.32it/s]
 48%|████▊     | 4795/10000 [1:29:27<1:04:00,  1.36it/s]
 48%|████▊     | 4796/10000 [1:29:27<1:02:00,  1.40it/s]
 48%|████▊     | 4797/10000 [1:29:28<1:00:08,  1.44it/s]
 48%|████▊     | 4798/10000 [1:29:28<58:38,  1.48it/s]  
 48%|████▊     | 4799/10000 [1:29:29<56:07,  1.54it/s]
 48%|████▊     | 4800/10000 [1:29:30<53:39,  1.62it/s]
 48%|████▊     | 4801/10000 [1:29:30<51:01,  1.70it/s]
 48%|████▊     | 4802/10000 [1:29:31<48:35,  1.78it/s]
 48%|████▊     | 4803/10000 [1:29:31<45:44,  1.89it/s]
 48%|████▊     | 4804/10000 [1:29:31<42:39,  2.03it/s]
 48%|████▊     | 4805/10000 [1:29:32<39:26,  2.20it/s]
 48%|████▊     | 4806/10000 [1:29:32<36:13,  2.39it/s]
 48%|████▊     | 4807/10000 [1:29:32<33:26,  2.59it/s]
 48%|████▊     | 4808/10000 [1:29:33<31:11,  2.77it/s]
 48%|████▊     | 4809/10000 [1:29:33<29:28,  2.94it/s]
 48%|████▊     | 4810/10000 [1:29:33<28:11,  3.07it/s]
 48%|████▊     | 4811/10000 [1:29:35<1:13:56,  1.17it/s]
 48%|████▊     | 4812/10000 [1:29:37<1:41:22,  1.17s/it]
 48%|████▊     | 4813/10000 [1:29:39<1:56:42,  1.35s/it]
 48%|████▊     | 4814/10000 [1:29:41<2:03:54,  1.43s/it]
 48%|████▊     | 4815/10000 [1:29:42<2:07:16,  1.47s/it]
 48%|████▊     | 4816/10000 [1:29:44<2:08:20,  1.49s/it]
 48%|████▊     | 4817/10000 [1:29:45<2:08:12,  1.48s/it]
 48%|████▊     | 4818/10000 [1:29:47<2:06:37,  1.47s/it]
 48%|████▊     | 4819/10000 [1:29:48<2:04:08,  1.44s/it]
 48%|████▊     | 4820/10000 [1:29:49<2:01:22,  1.41s/it]
 48%|████▊     | 4821/10000 [1:29:51<1:58:14,  1.37s/it]
 48%|████▊     | 4822/10000 [1:29:52<1:55:24,  1.34s/it]
 48%|████▊     | 4823/10000 [1:29:53<1:52:41,  1.31s/it]
 48%|████▊     | 4824/10000 [1:29:54<1:50:04,  1.28s/it]
 48%|████▊     | 4825/10000 [1:29:56<1:47:22,  1.24s/it]
 48%|████▊     | 4826/10000 [1:29:57<1:44:39,  1.21s/it]
 48%|████▊     | 4827/10000 [1:29:58<1:42:41,  1.19s/it]
 48%|████▊     | 4828/10000 [1:29:59<1:40:51,  1.17s/it]
 48%|████▊     | 4829/10000 [1:30:00<1:37:45,  1.13s/it]
 48%|████▊     | 4830/10000 [1:30:01<1:35:07,  1.10s/it]
 48%|████▊     | 4831/10000 [1:30:02<1:32:23,  1.07s/it]
 48%|████▊     | 4832/10000 [1:30:03<1:29:58,  1.04s/it]
 48%|████▊     | 4833/10000 [1:30:04<1:27:29,  1.02s/it]
 48%|████▊     | 4834/10000 [1:30:05<1:25:24,  1.01it/s]
 48%|████▊     | 4835/10000 [1:30:06<1:23:19,  1.03it/s]
 48%|████▊     | 4836/10000 [1:30:07<1:20:36,  1.07it/s]
 48%|████▊     | 4837/10000 [1:30:08<1:18:08,  1.10it/s]
 48%|████▊     | 4838/10000 [1:30:08<1:15:50,  1.13it/s]
 48%|████▊     | 4839/10000 [1:30:09<1:13:59,  1.16it/s]
 48%|████▊     | 4840/10000 [1:30:10<1:12:03,  1.19it/s]
 48%|████▊     | 4841/10000 [1:30:11<1:10:32,  1.22it/s]
 48%|████▊     | 4842/10000 [1:30:12<1:09:00,  1.25it/s]
 48%|████▊     | 4843/10000 [1:30:12<1:07:05,  1.28it/s]
 48%|████▊     | 4844/10000 [1:30:13<1:05:23,  1.31it/s]
 48%|████▊     | 4845/10000 [1:30:14<1:03:41,  1.35it/s]
 48%|████▊     | 4846/10000 [1:30:14<1:01:59,  1.39it/s]
 48%|████▊     | 4847/10000 [1:30:15<1:00:17,  1.42it/s]
 48%|████▊     | 4848/10000 [1:30:16<59:07,  1.45it/s]  
 48%|████▊     | 4849/10000 [1:30:16<56:24,  1.52it/s]
 48%|████▊     | 4850/10000 [1:30:17<53:23,  1.61it/s]
 49%|████▊     | 4851/10000 [1:30:17<50:36,  1.70it/s]
 49%|████▊     | 4852/10000 [1:30:18<47:32,  1.80it/s]
 49%|████▊     | 4853/10000 [1:30:18<44:51,  1.91it/s]
 49%|████▊     | 4854/10000 [1:30:19<42:10,  2.03it/s]
 49%|████▊     | 4855/10000 [1:30:19<39:02,  2.20it/s]
 49%|████▊     | 4856/10000 [1:30:19<36:00,  2.38it/s]
 49%|████▊     | 4857/10000 [1:30:20<33:30,  2.56it/s]
 49%|████▊     | 4858/10000 [1:30:20<31:18,  2.74it/s]
 49%|████▊     | 4859/10000 [1:30:20<29:30,  2.90it/s]
 49%|████▊     | 4860/10000 [1:30:21<28:27,  3.01it/s]
 49%|████▊     | 4861/10000 [1:30:23<1:15:09,  1.14it/s]
 49%|████▊     | 4862/10000 [1:30:25<1:40:59,  1.18s/it]
 49%|████▊     | 4863/10000 [1:30:26<1:55:51,  1.35s/it]
 49%|████▊     | 4864/10000 [1:30:28<2:05:56,  1.47s/it]
 49%|████▊     | 4865/10000 [1:30:30<2:09:44,  1.52s/it]
 49%|████▊     | 4866/10000 [1:30:31<2:11:13,  1.53s/it]
 49%|████▊     | 4867/10000 [1:30:33<2:11:25,  1.54s/it]
 49%|████▊     | 4868/10000 [1:30:34<2:09:39,  1.52s/it]
 49%|████▊     | 4869/10000 [1:30:36<2:07:11,  1.49s/it]
 49%|████▊     | 4870/10000 [1:30:37<2:04:22,  1.45s/it]
 49%|████▊     | 4871/10000 [1:30:38<2:01:21,  1.42s/it]
 49%|████▊     | 4872/10000 [1:30:40<1:57:54,  1.38s/it]
 49%|████▊     | 4873/10000 [1:30:41<1:54:45,  1.34s/it]
 49%|████▊     | 4874/10000 [1:30:42<1:51:22,  1.30s/it]
 49%|████▉     | 4875/10000 [1:30:43<1:47:36,  1.26s/it]
 49%|████▉     | 4876/10000 [1:30:45<1:44:27,  1.22s/it]
 49%|████▉     | 4877/10000 [1:30:46<1:41:25,  1.19s/it]
 49%|████▉     | 4878/10000 [1:30:47<1:38:15,  1.15s/it]
 49%|████▉     | 4879/10000 [1:30:48<1:35:23,  1.12s/it]
 49%|████▉     | 4880/10000 [1:30:49<1:32:15,  1.08s/it]
 49%|████▉     | 4881/10000 [1:30:50<1:29:48,  1.05s/it]
 49%|████▉     | 4882/10000 [1:30:51<1:27:27,  1.03s/it]
 49%|████▉     | 4883/10000 [1:30:52<1:25:24,  1.00s/it]
 49%|████▉     | 4884/10000 [1:30:53<1:23:28,  1.02it/s]
 49%|████▉     | 4885/10000 [1:30:53<1:21:30,  1.05it/s]
 49%|████▉     | 4886/10000 [1:30:54<1:19:23,  1.07it/s]
 49%|████▉     | 4887/10000 [1:30:55<1:17:16,  1.10it/s]
 49%|████▉     | 4888/10000 [1:30:56<1:14:59,  1.14it/s]
 49%|████▉     | 4889/10000 [1:30:57<1:12:50,  1.17it/s]
 49%|████▉     | 4890/10000 [1:30:58<1:11:28,  1.19it/s]
 49%|████▉     | 4891/10000 [1:30:58<1:09:58,  1.22it/s]
 49%|████▉     | 4892/10000 [1:30:59<1:07:49,  1.26it/s]
 49%|████▉     | 4893/10000 [1:31:00<1:05:51,  1.29it/s]
 49%|████▉     | 4894/10000 [1:31:01<1:03:59,  1.33it/s]
 49%|████▉     | 4895/10000 [1:31:01<1:01:46,  1.38it/s]
 49%|████▉     | 4896/10000 [1:31:02<59:52,  1.42it/s]  
 49%|████▉     | 4897/10000 [1:31:02<57:34,  1.48it/s]
 49%|████▉     | 4898/10000 [1:31:03<55:27,  1.53it/s]
 49%|████▉     | 4899/10000 [1:31:04<53:24,  1.59it/s]
 49%|████▉     | 4900/10000 [1:31:04<51:15,  1.66it/s]
 49%|████▉     | 4901/10000 [1:31:05<48:57,  1.74it/s]
 49%|████▉     | 4902/10000 [1:31:05<47:01,  1.81it/s]
 49%|████▉     | 4903/10000 [1:31:06<44:39,  1.90it/s]
 49%|████▉     | 4904/10000 [1:31:06<42:10,  2.01it/s]
 49%|████▉     | 4905/10000 [1:31:06<39:26,  2.15it/s]
 49%|████▉     | 4906/10000 [1:31:07<36:43,  2.31it/s]
 49%|████▉     | 4907/10000 [1:31:07<34:01,  2.49it/s]
 49%|████▉     | 4908/10000 [1:31:07<31:40,  2.68it/s]
 49%|████▉     | 4909/10000 [1:31:08<29:46,  2.85it/s]
 49%|████▉     | 4910/10000 [1:31:08<28:29,  2.98it/s]
 49%|████▉     | 4911/10000 [1:31:10<1:13:28,  1.15it/s]
 49%|████▉     | 4912/10000 [1:31:12<1:39:03,  1.17s/it]
 49%|████▉     | 4913/10000 [1:31:14<1:53:57,  1.34s/it]
 49%|████▉     | 4914/10000 [1:31:15<2:02:09,  1.44s/it]
 49%|████▉     | 4915/10000 [1:31:17<2:05:58,  1.49s/it]
 49%|████▉     | 4916/10000 [1:31:19<2:07:27,  1.50s/it]
 49%|████▉     | 4917/10000 [1:31:20<2:07:29,  1.50s/it]
 49%|████▉     | 4918/10000 [1:31:22<2:05:09,  1.48s/it]
 49%|████▉     | 4919/10000 [1:31:23<2:03:14,  1.46s/it]
 49%|████▉     | 4920/10000 [1:31:24<2:00:20,  1.42s/it]
 49%|████▉     | 4921/10000 [1:31:26<1:57:30,  1.39s/it]
 49%|████▉     | 4922/10000 [1:31:27<1:54:39,  1.35s/it]
 49%|████▉     | 4923/10000 [1:31:28<1:51:27,  1.32s/it]
 49%|████▉     | 4924/10000 [1:31:29<1:48:38,  1.28s/it]
 49%|████▉     | 4925/10000 [1:31:30<1:45:22,  1.25s/it]
 49%|████▉     | 4926/10000 [1:31:32<1:42:55,  1.22s/it]
 49%|████▉     | 4927/10000 [1:31:33<1:40:35,  1.19s/it]
 49%|████▉     | 4928/10000 [1:31:34<1:37:49,  1.16s/it]
 49%|████▉     | 4929/10000 [1:31:35<1:35:04,  1.12s/it]
 49%|████▉     | 4930/10000 [1:31:36<1:32:29,  1.09s/it]
 49%|████▉     | 4931/10000 [1:31:37<1:30:04,  1.07s/it]
 49%|████▉     | 4932/10000 [1:31:38<1:27:31,  1.04s/it]
 49%|████▉     | 4933/10000 [1:31:39<1:25:06,  1.01s/it]
 49%|████▉     | 4934/10000 [1:31:40<1:22:59,  1.02it/s]
 49%|████▉     | 4935/10000 [1:31:41<1:21:07,  1.04it/s]
 49%|████▉     | 4936/10000 [1:31:41<1:18:34,  1.07it/s]
 49%|████▉     | 4937/10000 [1:31:42<1:16:24,  1.10it/s]
 49%|████▉     | 4938/10000 [1:31:43<1:14:01,  1.14it/s]
 49%|████▉     | 4939/10000 [1:31:44<1:11:54,  1.17it/s]
 49%|████▉     | 4940/10000 [1:31:45<1:09:49,  1.21it/s]
 49%|████▉     | 4941/10000 [1:31:45<1:07:52,  1.24it/s]
 49%|████▉     | 4942/10000 [1:31:46<1:06:15,  1.27it/s]
 49%|████▉     | 4943/10000 [1:31:47<1:04:35,  1.30it/s]
 49%|████▉     | 4944/10000 [1:31:48<1:02:44,  1.34it/s]
 49%|████▉     | 4945/10000 [1:31:48<1:00:56,  1.38it/s]
 49%|████▉     | 4946/10000 [1:31:49<59:13,  1.42it/s]  
 49%|████▉     | 4947/10000 [1:31:50<57:54,  1.45it/s]
 49%|████▉     | 4948/10000 [1:31:50<55:43,  1.51it/s]
 49%|████▉     | 4949/10000 [1:31:51<53:41,  1.57it/s]
 50%|████▉     | 4950/10000 [1:31:51<51:19,  1.64it/s]
 50%|████▉     | 4951/10000 [1:31:52<48:57,  1.72it/s]
 50%|████▉     | 4952/10000 [1:31:52<46:43,  1.80it/s]
 50%|████▉     | 4953/10000 [1:31:53<43:49,  1.92it/s]
 50%|████▉     | 4954/10000 [1:31:53<40:54,  2.06it/s]
 50%|████▉     | 4955/10000 [1:31:54<38:18,  2.19it/s]
 50%|████▉     | 4956/10000 [1:31:54<35:35,  2.36it/s]
 50%|████▉     | 4957/10000 [1:31:54<32:54,  2.55it/s]
 50%|████▉     | 4958/10000 [1:31:55<30:37,  2.74it/s]
 50%|████▉     | 4959/10000 [1:31:55<28:51,  2.91it/s]
 50%|████▉     | 4960/10000 [1:31:55<27:46,  3.02it/s]
 50%|████▉     | 4961/10000 [1:31:57<1:11:47,  1.17it/s]
 50%|████▉     | 4962/10000 [1:31:59<1:36:29,  1.15s/it]
 50%|████▉     | 4963/10000 [1:32:01<1:50:41,  1.32s/it]
 50%|████▉     | 4964/10000 [1:32:02<1:58:49,  1.42s/it]
 50%|████▉     | 4965/10000 [1:32:04<2:01:58,  1.45s/it]
 50%|████▉     | 4966/10000 [1:32:05<2:02:57,  1.47s/it]
 50%|████▉     | 4967/10000 [1:32:07<2:02:12,  1.46s/it]
 50%|████▉     | 4968/10000 [1:32:08<2:00:46,  1.44s/it]
 50%|████▉     | 4969/10000 [1:32:10<1:58:23,  1.41s/it]
 50%|████▉     | 4970/10000 [1:32:11<1:55:52,  1.38s/it]
 50%|████▉     | 4971/10000 [1:32:12<1:53:04,  1.35s/it]
 50%|████▉     | 4972/10000 [1:32:13<1:50:32,  1.32s/it]
 50%|████▉     | 4973/10000 [1:32:15<1:47:41,  1.29s/it]
 50%|████▉     | 4974/10000 [1:32:16<1:44:38,  1.25s/it]
 50%|████▉     | 4975/10000 [1:32:17<1:41:40,  1.21s/it]
 50%|████▉     | 4976/10000 [1:32:18<1:38:59,  1.18s/it]
 50%|████▉     | 4977/10000 [1:32:19<1:36:20,  1.15s/it]
 50%|████▉     | 4978/10000 [1:32:20<1:33:51,  1.12s/it]
 50%|████▉     | 4979/10000 [1:32:21<1:31:15,  1.09s/it]
 50%|████▉     | 4980/10000 [1:32:22<1:28:39,  1.06s/it]
 50%|████▉     | 4981/10000 [1:32:23<1:26:14,  1.03s/it]
 50%|████▉     | 4982/10000 [1:32:24<1:24:06,  1.01s/it]
 50%|████▉     | 4983/10000 [1:32:25<1:23:48,  1.00s/it]
 50%|████▉     | 4984/10000 [1:32:26<1:20:40,  1.04it/s]
 50%|████▉     | 4985/10000 [1:32:27<1:18:12,  1.07it/s]
 50%|████▉     | 4986/10000 [1:32:28<1:15:54,  1.10it/s]
 50%|████▉     | 4987/10000 [1:32:29<1:13:52,  1.13it/s]
 50%|████▉     | 4988/10000 [1:32:29<1:11:54,  1.16it/s]
 50%|████▉     | 4989/10000 [1:32:30<1:10:34,  1.18it/s]
 50%|████▉     | 4990/10000 [1:32:31<1:09:06,  1.21it/s]
 50%|████▉     | 4991/10000 [1:32:32<1:07:16,  1.24it/s]
 50%|████▉     | 4992/10000 [1:32:32<1:05:43,  1.27it/s]
 50%|████▉     | 4993/10000 [1:32:33<1:03:54,  1.31it/s]
 50%|████▉     | 4994/10000 [1:32:34<1:02:02,  1.34it/s]
 50%|████▉     | 4995/10000 [1:32:34<1:00:17,  1.38it/s]
 50%|████▉     | 4996/10000 [1:32:35<58:31,  1.43it/s]  
 50%|████▉     | 4997/10000 [1:32:36<56:08,  1.49it/s]
 50%|████▉     | 4998/10000 [1:32:36<53:29,  1.56it/s]
 50%|████▉     | 4999/10000 [1:32:37<51:05,  1.63it/s]
 50%|█████     | 5000/10000 [1:32:37<48:36,  1.71it/s]
                                                      

 50%|█████     | 5000/10000 [1:32:37<48:36,  1.71it/s]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 = 2822
  Batch size = 12
{'eval_loss': 0.6900164484977722, 'eval_wer': 0.22223467862481316, 'eval_runtime': 87.8731, 'eval_samples_per_second': 32.114, 'eval_steps_per_second': 2.686, 'epoch': 9.55}
{'loss': 0.3981, 'learning_rate': 5.5577777777777784e-05, 'epoch': 10.62}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:41,  5.59it/s]

  1%|▏         | 3/236 [00:00<01:08,  3.42it/s]

  2%|▏         | 4/236 [00:01<01:08,  3.39it/s]

  2%|▏         | 5/236 [00:01<01:11,  3.24it/s]

  3%|▎         | 6/236 [00:01<01:13,  3.14it/s]

  3%|▎         | 7/236 [00:02<01:16,  2.98it/s]

  3%|▎         | 8/236 [00:02<01:18,  2.91it/s]

  4%|▍         | 9/236 [00:02<01:14,  3.05it/s]

  4%|▍         | 10/236 [00:03<01:17,  2.91it/s]

  5%|▍         | 11/236 [00:03<01:22,  2.73it/s]

  5%|▌         | 12/236 [00:03<01:17,  2.87it/s]

  6%|▌         | 13/236 [00:04<01:19,  2.80it/s]

  6%|▌         | 14/236 [00:04<01:22,  2.70it/s]

  6%|▋         | 15/236 [00:05<01:20,  2.75it/s]

  7%|▋         | 16/236 [00:05<01:24,  2.62it/s]

  7%|▋         | 17/236 [00:05<01:23,  2.61it/s]

  8%|▊         | 18/236 [00:06<01:24,  2.57it/s]

  8%|▊         | 19/236 [00:06<01:20,  2.69it/s]

  8%|▊         | 20/236 [00:07<01:26,  2.51it/s]

  9%|▉         | 21/236 [00:07<01:24,  2.55it/s]

  9%|▉         | 22/236 [00:07<01:24,  2.54it/s]

 10%|▉         | 23/236 [00:08<01:19,  2.67it/s]

 10%|█         | 24/236 [00:08<01:15,  2.81it/s]

 11%|█         | 25/236 [00:08<01:10,  3.01it/s]

 11%|█         | 26/236 [00:09<01:14,  2.81it/s]

 11%|█▏        | 27/236 [00:09<01:10,  2.95it/s]

 12%|█▏        | 28/236 [00:09<01:09,  2.97it/s]

 12%|█▏        | 29/236 [00:10<01:08,  3.03it/s]

 13%|█▎        | 30/236 [00:10<01:06,  3.08it/s]

 13%|█▎        | 31/236 [00:10<01:12,  2.84it/s]

 14%|█▎        | 32/236 [00:11<01:19,  2.56it/s]

 14%|█▍        | 33/236 [00:11<01:20,  2.52it/s]

 14%|█▍        | 34/236 [00:12<01:17,  2.61it/s]

 15%|█▍        | 35/236 [00:12<01:15,  2.67it/s]

 15%|█▌        | 36/236 [00:12<01:15,  2.66it/s]

 16%|█▌        | 37/236 [00:13<01:15,  2.64it/s]

 16%|█▌        | 38/236 [00:13<01:10,  2.82it/s]

 17%|█▋        | 39/236 [00:13<01:15,  2.61it/s]

 17%|█▋        | 40/236 [00:14<01:19,  2.48it/s]

 17%|█▋        | 41/236 [00:14<01:19,  2.46it/s]

 18%|█▊        | 42/236 [00:15<01:22,  2.36it/s]

 18%|█▊        | 43/236 [00:15<01:21,  2.36it/s]

 19%|█▊        | 44/236 [00:16<01:19,  2.41it/s]

 19%|█▉        | 45/236 [00:16<01:15,  2.52it/s]

 19%|█▉        | 46/236 [00:16<01:16,  2.49it/s]

 20%|█▉        | 47/236 [00:17<01:18,  2.42it/s]

 20%|██        | 48/236 [00:17<01:13,  2.55it/s]

 21%|██        | 49/236 [00:18<01:20,  2.31it/s]

 21%|██        | 50/236 [00:18<01:18,  2.36it/s]

 22%|██▏       | 51/236 [00:18<01:14,  2.47it/s]

 22%|██▏       | 52/236 [00:19<01:12,  2.54it/s]

 22%|██▏       | 53/236 [00:19<01:17,  2.35it/s]

 23%|██▎       | 54/236 [00:20<01:14,  2.43it/s]

 23%|██▎       | 55/236 [00:20<01:11,  2.54it/s]

 24%|██▎       | 56/236 [00:20<01:11,  2.50it/s]

 24%|██▍       | 57/236 [00:21<01:11,  2.50it/s]

 25%|██▍       | 58/236 [00:21<01:09,  2.57it/s]

 25%|██▌       | 59/236 [00:22<01:08,  2.57it/s]

 25%|██▌       | 60/236 [00:22<01:09,  2.52it/s]

 26%|██▌       | 61/236 [00:22<01:07,  2.61it/s]

 26%|██▋       | 62/236 [00:23<01:04,  2.72it/s]

 27%|██▋       | 63/236 [00:23<01:06,  2.59it/s]

 27%|██▋       | 64/236 [00:24<01:08,  2.53it/s]

 28%|██▊       | 65/236 [00:24<01:08,  2.48it/s]

 28%|██▊       | 66/236 [00:24<01:04,  2.64it/s]

 28%|██▊       | 67/236 [00:25<01:00,  2.81it/s]

 29%|██▉       | 68/236 [00:25<01:02,  2.67it/s]

 29%|██▉       | 69/236 [00:25<00:58,  2.84it/s]

 30%|██▉       | 70/236 [00:26<00:54,  3.03it/s]

 30%|███       | 71/236 [00:26<00:58,  2.84it/s]

 31%|███       | 72/236 [00:26<00:57,  2.85it/s]

 31%|███       | 73/236 [00:27<01:03,  2.57it/s]

 31%|███▏      | 74/236 [00:27<01:05,  2.48it/s]

 32%|███▏      | 75/236 [00:28<01:04,  2.50it/s]

 32%|███▏      | 76/236 [00:28<01:03,  2.50it/s]

 33%|███▎      | 77/236 [00:28<01:02,  2.54it/s]

 33%|███▎      | 78/236 [00:29<00:58,  2.70it/s]

 33%|███▎      | 79/236 [00:29<01:00,  2.58it/s]

 34%|███▍      | 80/236 [00:30<01:00,  2.57it/s]

 34%|███▍      | 81/236 [00:30<01:00,  2.57it/s]

 35%|███▍      | 82/236 [00:30<00:59,  2.58it/s]

 35%|███▌      | 83/236 [00:31<00:54,  2.80it/s]

 36%|███▌      | 84/236 [00:31<00:52,  2.92it/s]

 36%|███▌      | 85/236 [00:31<00:49,  3.05it/s]

 36%|███▋      | 86/236 [00:31<00:46,  3.21it/s]

 37%|███▋      | 87/236 [00:32<00:48,  3.06it/s]

 37%|███▋      | 88/236 [00:32<00:48,  3.07it/s]

 38%|███▊      | 89/236 [00:33<00:51,  2.88it/s]

 38%|███▊      | 90/236 [00:33<00:51,  2.81it/s]

 39%|███▊      | 91/236 [00:33<00:55,  2.63it/s]

 39%|███▉      | 92/236 [00:34<00:51,  2.81it/s]

 39%|███▉      | 93/236 [00:34<00:48,  2.97it/s]

 40%|███▉      | 94/236 [00:34<00:46,  3.08it/s]

 40%|████      | 95/236 [00:35<00:49,  2.88it/s]

 41%|████      | 96/236 [00:35<00:47,  2.95it/s]

 41%|████      | 97/236 [00:35<00:46,  2.98it/s]

 42%|████▏     | 98/236 [00:36<00:47,  2.93it/s]

 42%|████▏     | 99/236 [00:36<00:52,  2.62it/s]

 42%|████▏     | 100/236 [00:37<00:51,  2.62it/s]

 43%|████▎     | 101/236 [00:37<00:52,  2.55it/s]

 43%|████▎     | 102/236 [00:37<00:49,  2.69it/s]

 44%|████▎     | 103/236 [00:38<00:47,  2.77it/s]

 44%|████▍     | 104/236 [00:38<00:49,  2.65it/s]

 44%|████▍     | 105/236 [00:38<00:46,  2.85it/s]

 45%|████▍     | 106/236 [00:39<00:45,  2.84it/s]

 45%|████▌     | 107/236 [00:39<00:45,  2.83it/s]

 46%|████▌     | 108/236 [00:39<00:49,  2.58it/s]

 46%|████▌     | 109/236 [00:40<00:50,  2.52it/s]

 47%|████▋     | 110/236 [00:40<00:46,  2.73it/s]

 47%|████▋     | 111/236 [00:40<00:43,  2.89it/s]

 47%|████▋     | 112/236 [00:41<00:44,  2.81it/s]

 48%|████▊     | 113/236 [00:41<00:43,  2.81it/s]

 48%|████▊     | 114/236 [00:42<00:44,  2.74it/s]

 49%|████▊     | 115/236 [00:42<00:42,  2.85it/s]

 49%|████▉     | 116/236 [00:42<00:41,  2.89it/s]

 50%|████▉     | 117/236 [00:43<00:42,  2.77it/s]

 50%|█████     | 118/236 [00:43<00:41,  2.87it/s]

 50%|█████     | 119/236 [00:43<00:40,  2.90it/s]

 51%|█████     | 120/236 [00:44<00:38,  2.98it/s]

 51%|█████▏    | 121/236 [00:44<00:40,  2.87it/s]

 52%|█████▏    | 122/236 [00:44<00:41,  2.73it/s]

 52%|█████▏    | 123/236 [00:45<00:40,  2.80it/s]

 53%|█████▎    | 124/236 [00:45<00:40,  2.79it/s]

 53%|█████▎    | 125/236 [00:45<00:39,  2.82it/s]

 53%|█████▎    | 126/236 [00:46<00:37,  2.92it/s]

 54%|█████▍    | 127/236 [00:46<00:39,  2.79it/s]

 54%|█████▍    | 128/236 [00:47<00:39,  2.72it/s]

 55%|█████▍    | 129/236 [00:47<00:36,  2.89it/s]

 55%|█████▌    | 130/236 [00:47<00:35,  3.01it/s]

 56%|█████▌    | 131/236 [00:48<00:35,  2.92it/s]

 56%|█████▌    | 132/236 [00:48<00:34,  3.06it/s]

 56%|█████▋    | 133/236 [00:48<00:36,  2.80it/s]

 57%|█████▋    | 134/236 [00:49<00:36,  2.77it/s]

 57%|█████▋    | 135/236 [00:49<00:35,  2.85it/s]

 58%|█████▊    | 136/236 [00:49<00:37,  2.67it/s]

 58%|█████▊    | 137/236 [00:50<00:37,  2.67it/s]

 58%|█████▊    | 138/236 [00:50<00:37,  2.61it/s]

 59%|█████▉    | 139/236 [00:50<00:34,  2.80it/s]

 59%|█████▉    | 140/236 [00:51<00:32,  2.91it/s]

 60%|█████▉    | 141/236 [00:51<00:34,  2.76it/s]

 60%|██████    | 142/236 [00:52<00:35,  2.68it/s]

 61%|██████    | 143/236 [00:52<00:37,  2.48it/s]

 61%|██████    | 144/236 [00:52<00:35,  2.57it/s]

 61%|██████▏   | 145/236 [00:53<00:36,  2.52it/s]

 62%|██████▏   | 146/236 [00:53<00:34,  2.60it/s]

 62%|██████▏   | 147/236 [00:54<00:34,  2.58it/s]

 63%|██████▎   | 148/236 [00:54<00:33,  2.62it/s]

 63%|██████▎   | 149/236 [00:54<00:31,  2.72it/s]

 64%|██████▎   | 150/236 [00:55<00:29,  2.91it/s]

 64%|██████▍   | 151/236 [00:55<00:30,  2.79it/s]

 64%|██████▍   | 152/236 [00:55<00:29,  2.87it/s]

 65%|██████▍   | 153/236 [00:56<00:29,  2.83it/s]

 65%|██████▌   | 154/236 [00:56<00:29,  2.79it/s]

 66%|██████▌   | 155/236 [00:56<00:28,  2.80it/s]

 66%|██████▌   | 156/236 [00:57<00:31,  2.54it/s]

 67%|██████▋   | 157/236 [00:57<00:32,  2.40it/s]

 67%|██████▋   | 158/236 [00:58<00:32,  2.43it/s]

 67%|██████▋   | 159/236 [00:58<00:28,  2.66it/s]

 68%|██████▊   | 160/236 [00:58<00:28,  2.66it/s]

 68%|██████▊   | 161/236 [00:59<00:27,  2.69it/s]

 69%|██████▊   | 162/236 [00:59<00:25,  2.87it/s]

 69%|██████▉   | 163/236 [00:59<00:25,  2.91it/s]

 69%|██████▉   | 164/236 [01:00<00:23,  3.13it/s]

 70%|██████▉   | 165/236 [01:00<00:22,  3.11it/s]

 70%|███████   | 166/236 [01:00<00:22,  3.07it/s]

 71%|███████   | 167/236 [01:01<00:23,  2.91it/s]

 71%|███████   | 168/236 [01:01<00:23,  2.89it/s]

 72%|███████▏  | 169/236 [01:01<00:23,  2.85it/s]

 72%|███████▏  | 170/236 [01:02<00:26,  2.49it/s]

 72%|███████▏  | 171/236 [01:02<00:23,  2.71it/s]

 73%|███████▎  | 172/236 [01:03<00:23,  2.78it/s]

 73%|███████▎  | 173/236 [01:03<00:24,  2.61it/s]

 74%|███████▎  | 174/236 [01:03<00:25,  2.45it/s]

 74%|███████▍  | 175/236 [01:04<00:24,  2.52it/s]

 75%|███████▍  | 176/236 [01:04<00:23,  2.55it/s]

 75%|███████▌  | 177/236 [01:04<00:21,  2.80it/s]

 75%|███████▌  | 178/236 [01:05<00:21,  2.74it/s]

 76%|███████▌  | 179/236 [01:05<00:21,  2.68it/s]

 76%|███████▋  | 180/236 [01:06<00:20,  2.75it/s]

 77%|███████▋  | 181/236 [01:06<00:21,  2.60it/s]

 77%|███████▋  | 182/236 [01:06<00:21,  2.56it/s]

 78%|███████▊  | 183/236 [01:07<00:19,  2.76it/s]

 78%|███████▊  | 184/236 [01:07<00:19,  2.68it/s]

 78%|███████▊  | 185/236 [01:07<00:18,  2.71it/s]

 79%|███████▉  | 186/236 [01:08<00:19,  2.61it/s]

 79%|███████▉  | 187/236 [01:08<00:18,  2.69it/s]

 80%|███████▉  | 188/236 [01:09<00:17,  2.67it/s]

 80%|████████  | 189/236 [01:09<00:17,  2.71it/s]

 81%|████████  | 190/236 [01:09<00:18,  2.44it/s]

 81%|████████  | 191/236 [01:10<00:17,  2.56it/s]

 81%|████████▏ | 192/236 [01:10<00:15,  2.86it/s]

 82%|████████▏ | 193/236 [01:10<00:15,  2.70it/s]

 82%|████████▏ | 194/236 [01:11<00:17,  2.47it/s]

 83%|████████▎ | 195/236 [01:11<00:14,  2.92it/s]

 83%|████████▎ | 196/236 [01:11<00:13,  3.01it/s]

 83%|████████▎ | 197/236 [01:12<00:12,  3.05it/s]

 84%|████████▍ | 198/236 [01:12<00:13,  2.81it/s]

 84%|████████▍ | 199/236 [01:13<00:13,  2.70it/s]

 85%|████████▍ | 200/236 [01:13<00:13,  2.65it/s]

 85%|████████▌ | 201/236 [01:13<00:14,  2.46it/s]

 86%|████████▌ | 202/236 [01:14<00:14,  2.42it/s]

 86%|████████▌ | 203/236 [01:14<00:12,  2.70it/s]

 86%|████████▋ | 204/236 [01:15<00:11,  2.77it/s]

 87%|████████▋ | 205/236 [01:15<00:11,  2.73it/s]

 87%|████████▋ | 206/236 [01:15<00:10,  2.90it/s]

 88%|████████▊ | 207/236 [01:15<00:09,  3.17it/s]

 88%|████████▊ | 208/236 [01:16<00:09,  2.96it/s]

 89%|████████▊ | 209/236 [01:16<00:09,  2.78it/s]

 89%|████████▉ | 210/236 [01:17<00:09,  2.61it/s]

 89%|████████▉ | 211/236 [01:17<00:10,  2.47it/s]

 90%|████████▉ | 212/236 [01:18<00:09,  2.56it/s]

 90%|█████████ | 213/236 [01:18<00:08,  2.75it/s]

 91%|█████████ | 214/236 [01:18<00:07,  2.77it/s]

 91%|█████████ | 215/236 [01:19<00:07,  2.73it/s]

 92%|█████████▏| 216/236 [01:19<00:06,  2.89it/s]

 92%|█████████▏| 217/236 [01:19<00:07,  2.64it/s]

 92%|█████████▏| 218/236 [01:20<00:06,  2.93it/s]

 93%|█████████▎| 219/236 [01:20<00:05,  3.05it/s]

 93%|█████████▎| 220/236 [01:20<00:05,  2.80it/s]

 94%|█████████▎| 221/236 [01:21<00:05,  2.79it/s]

 94%|█████████▍| 222/236 [01:21<00:05,  2.59it/s]

 94%|█████████▍| 223/236 [01:21<00:04,  2.61it/s]

 95%|█████████▍| 224/236 [01:22<00:04,  2.43it/s]

 95%|█████████▌| 225/236 [01:22<00:04,  2.53it/s]

 96%|█████████▌| 226/236 [01:23<00:03,  2.51it/s]

 96%|█████████▌| 227/236 [01:23<00:03,  2.65it/s]

 97%|█████████▋| 228/236 [01:23<00:02,  2.71it/s]

 97%|█████████▋| 229/236 [01:24<00:02,  2.60it/s]

 97%|█████████▋| 230/236 [01:24<00:02,  2.73it/s]

 98%|█████████▊| 231/236 [01:25<00:01,  2.67it/s]

 98%|█████████▊| 232/236 [01:25<00:01,  2.65it/s]

 99%|█████████▊| 233/236 [01:25<00:01,  2.78it/s]

 99%|█████████▉| 234/236 [01:25<00:00,  3.03it/s]

100%|█████████▉| 235/236 [01:26<00:00,  2.86it/s]
                                                      

                                                 

 50%|█████     | 5000/10000 [1:34:06<48:36,  1.71it/s]

100%|██████████| 236/236 [01:27<00:00,  2.86it/s]

                                                 Saving model checkpoint to experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-5000
Configuration saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-5000/config.json
Model weights saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-5000/pytorch_model.bin
Feature extractor saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-5000/preprocessor_config.json
Deleting older checkpoint [experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-4000] due to args.save_total_limit

 50%|█████     | 5001/10000 [1:34:19<42:43:39, 30.77s/it]
 50%|█████     | 5002/10000 [1:34:19<30:05:59, 21.68s/it]
 50%|█████     | 5003/10000 [1:34:19<21:14:10, 15.30s/it]
 50%|█████     | 5004/10000 [1:34:20<15:01:28, 10.83s/it]
 50%|█████     | 5005/10000 [1:34:20<10:39:34,  7.68s/it]
 50%|█████     | 5006/10000 [1:34:21<7:35:52,  5.48s/it] 
 50%|█████     | 5007/10000 [1:34:21<5:26:45,  3.93s/it]
 50%|█████     | 5008/10000 [1:34:21<3:56:25,  2.84s/it]
 50%|█████     | 5009/10000 [1:34:21<2:53:16,  2.08s/it]
 50%|█████     | 5010/10000 [1:34:22<2:08:49,  1.55s/it]
 50%|█████     | 5011/10000 [1:34:24<2:24:55,  1.74s/it]
 50%|█████     | 5012/10000 [1:34:26<2:30:33,  1.81s/it]
 50%|█████     | 5013/10000 [1:34:28<2:31:41,  1.83s/it]
 50%|█████     | 5014/10000 [1:34:30<2:30:01,  1.81s/it]
 50%|█████     | 5015/10000 [1:34:31<2:26:00,  1.76s/it]
 50%|█████     | 5016/10000 [1:34:33<2:21:31,  1.70s/it]
 50%|█████     | 5017/10000 [1:34:34<2:16:33,  1.64s/it]
 50%|█████     | 5018/10000 [1:34:36<2:12:03,  1.59s/it]
 50%|█████     | 5019/10000 [1:34:37<2:07:21,  1.53s/it]
 50%|█████     | 5020/10000 [1:34:39<2:03:27,  1.49s/it]
 50%|█████     | 5021/10000 [1:34:40<1:59:40,  1.44s/it]
 50%|█████     | 5022/10000 [1:34:41<1:56:26,  1.40s/it]
 50%|█████     | 5023/10000 [1:34:42<1:53:19,  1.37s/it]
 50%|█████     | 5024/10000 [1:34:44<1:50:33,  1.33s/it]
 50%|█████     | 5025/10000 [1:34:45<1:48:22,  1.31s/it]
 50%|█████     | 5026/10000 [1:34:46<1:45:35,  1.27s/it]
 50%|█████     | 5027/10000 [1:34:47<1:42:39,  1.24s/it]
 50%|█████     | 5028/10000 [1:34:48<1:40:00,  1.21s/it]
 50%|█████     | 5029/10000 [1:34:50<1:37:17,  1.17s/it]
 50%|█████     | 5030/10000 [1:34:51<1:34:43,  1.14s/it]
 50%|█████     | 5031/10000 [1:34:52<1:32:17,  1.11s/it]
 50%|█████     | 5032/10000 [1:34:53<1:29:34,  1.08s/it]
 50%|█████     | 5033/10000 [1:34:54<1:26:33,  1.05s/it]
 50%|█████     | 5034/10000 [1:34:55<1:23:59,  1.01s/it]
 50%|█████     | 5035/10000 [1:34:55<1:21:39,  1.01it/s]
 50%|█████     | 5036/10000 [1:34:56<1:19:56,  1.03it/s]
 50%|█████     | 5037/10000 [1:34:57<1:17:33,  1.07it/s]
 50%|█████     | 5038/10000 [1:34:58<1:15:22,  1.10it/s]
 50%|█████     | 5039/10000 [1:34:59<1:13:13,  1.13it/s]
 50%|█████     | 5040/10000 [1:35:00<1:11:15,  1.16it/s]
 50%|█████     | 5041/10000 [1:35:01<1:09:10,  1.19it/s]
 50%|█████     | 5042/10000 [1:35:01<1:07:52,  1.22it/s]
 50%|█████     | 5043/10000 [1:35:02<1:05:20,  1.26it/s]
 50%|█████     | 5044/10000 [1:35:03<1:02:44,  1.32it/s]
 50%|█████     | 5045/10000 [1:35:03<1:00:24,  1.37it/s]
 50%|█████     | 5046/10000 [1:35:04<58:06,  1.42it/s]  
 50%|█████     | 5047/10000 [1:35:05<56:31,  1.46it/s]
 50%|█████     | 5048/10000 [1:35:05<53:44,  1.54it/s]
 50%|█████     | 5049/10000 [1:35:06<51:24,  1.61it/s]
 50%|█████     | 5050/10000 [1:35:06<49:06,  1.68it/s]
 51%|█████     | 5051/10000 [1:35:07<46:42,  1.77it/s]
 51%|█████     | 5052/10000 [1:35:07<44:14,  1.86it/s]
 51%|█████     | 5053/10000 [1:35:08<41:50,  1.97it/s]
 51%|█████     | 5054/10000 [1:35:08<39:25,  2.09it/s]
 51%|█████     | 5055/10000 [1:35:09<37:03,  2.22it/s]
 51%|█████     | 5056/10000 [1:35:09<34:45,  2.37it/s]
 51%|█████     | 5057/10000 [1:35:09<32:26,  2.54it/s]
 51%|█████     | 5058/10000 [1:35:10<30:10,  2.73it/s]
 51%|█████     | 5059/10000 [1:35:10<28:24,  2.90it/s]
 51%|█████     | 5060/10000 [1:35:10<26:58,  3.05it/s]
 51%|█████     | 5061/10000 [1:35:12<1:10:46,  1.16it/s]
 51%|█████     | 5062/10000 [1:35:14<1:36:17,  1.17s/it]
 51%|█████     | 5063/10000 [1:35:16<1:50:40,  1.35s/it]
 51%|█████     | 5064/10000 [1:35:18<1:59:05,  1.45s/it]
 51%|█████     | 5065/10000 [1:35:19<2:03:07,  1.50s/it]
 51%|█████     | 5066/10000 [1:35:21<2:04:28,  1.51s/it]
 51%|█████     | 5067/10000 [1:35:22<2:03:50,  1.51s/it]
 51%|█████     | 5068/10000 [1:35:24<2:02:05,  1.49s/it]
 51%|█████     | 5069/10000 [1:35:25<1:59:10,  1.45s/it]
 51%|█████     | 5070/10000 [1:35:26<1:56:01,  1.41s/it]
 51%|█████     | 5071/10000 [1:35:28<1:52:37,  1.37s/it]
 51%|█████     | 5072/10000 [1:35:29<1:49:40,  1.34s/it]
 51%|█████     | 5073/10000 [1:35:30<1:46:56,  1.30s/it]
 51%|█████     | 5074/10000 [1:35:31<1:44:25,  1.27s/it]
 51%|█████     | 5075/10000 [1:35:32<1:41:56,  1.24s/it]
 51%|█████     | 5076/10000 [1:35:34<1:38:48,  1.20s/it]
 51%|█████     | 5077/10000 [1:35:35<1:35:53,  1.17s/it]
 51%|█████     | 5078/10000 [1:35:36<1:32:50,  1.13s/it]
 51%|█████     | 5079/10000 [1:35:37<1:30:20,  1.10s/it]
 51%|█████     | 5080/10000 [1:35:38<1:28:12,  1.08s/it]
 51%|█████     | 5081/10000 [1:35:39<1:26:10,  1.05s/it]
 51%|█████     | 5082/10000 [1:35:40<1:23:59,  1.02s/it]
 51%|█████     | 5083/10000 [1:35:41<1:21:56,  1.00it/s]
 51%|█████     | 5084/10000 [1:35:42<1:19:55,  1.03it/s]
 51%|█████     | 5085/10000 [1:35:42<1:18:18,  1.05it/s]
 51%|█████     | 5086/10000 [1:35:43<1:16:27,  1.07it/s]
 51%|█████     | 5087/10000 [1:35:44<1:14:19,  1.10it/s]
 51%|█████     | 5088/10000 [1:35:45<1:12:18,  1.13it/s]
 51%|█████     | 5089/10000 [1:35:46<1:10:33,  1.16it/s]
 51%|█████     | 5090/10000 [1:35:47<1:08:45,  1.19it/s]
 51%|█████     | 5091/10000 [1:35:47<1:07:01,  1.22it/s]
 51%|█████     | 5092/10000 [1:35:48<1:05:28,  1.25it/s]
 51%|█████     | 5093/10000 [1:35:49<1:03:30,  1.29it/s]
 51%|█████     | 5094/10000 [1:35:50<1:01:48,  1.32it/s]
 51%|█████     | 5095/10000 [1:35:50<1:00:18,  1.36it/s]
 51%|█████     | 5096/10000 [1:35:51<58:39,  1.39it/s]  
 51%|█████     | 5097/10000 [1:35:52<56:48,  1.44it/s]
 51%|█████     | 5098/10000 [1:35:52<55:30,  1.47it/s]
 51%|█████     | 5099/10000 [1:35:53<53:04,  1.54it/s]
 51%|█████     | 5100/10000 [1:35:53<50:36,  1.61it/s]
 51%|█████     | 5101/10000 [1:35:54<48:16,  1.69it/s]
 51%|█████     | 5102/10000 [1:35:54<45:54,  1.78it/s]
 51%|█████     | 5103/10000 [1:35:55<43:20,  1.88it/s]
 51%|█████     | 5104/10000 [1:35:55<40:34,  2.01it/s]
 51%|█████     | 5105/10000 [1:35:56<37:54,  2.15it/s]
 51%|█████     | 5106/10000 [1:35:56<35:06,  2.32it/s]
 51%|█████     | 5107/10000 [1:35:56<32:20,  2.52it/s]
 51%|█████     | 5108/10000 [1:35:57<30:04,  2.71it/s]
 51%|█████     | 5109/10000 [1:35:57<28:20,  2.88it/s]
 51%|█████     | 5110/10000 [1:35:57<26:57,  3.02it/s]
 51%|█████     | 5111/10000 [1:35:59<1:09:24,  1.17it/s]
 51%|█████     | 5112/10000 [1:36:01<1:35:12,  1.17s/it]
 51%|█████     | 5113/10000 [1:36:03<1:49:57,  1.35s/it]
 51%|█████     | 5114/10000 [1:36:05<1:57:52,  1.45s/it]
 51%|█████     | 5115/10000 [1:36:06<2:01:56,  1.50s/it]
 51%|█████     | 5116/10000 [1:36:08<2:03:03,  1.51s/it]
 51%|█████     | 5117/10000 [1:36:09<2:02:48,  1.51s/it]
 51%|█████     | 5118/10000 [1:36:11<2:00:49,  1.48s/it]
 51%|█████     | 5119/10000 [1:36:12<1:58:37,  1.46s/it]
 51%|█████     | 5120/10000 [1:36:13<1:56:00,  1.43s/it]
 51%|█████     | 5121/10000 [1:36:15<1:53:16,  1.39s/it]
 51%|█████     | 5122/10000 [1:36:16<1:50:06,  1.35s/it]
 51%|█████     | 5123/10000 [1:36:17<1:46:55,  1.32s/it]
 51%|█████     | 5124/10000 [1:36:18<1:43:43,  1.28s/it]
 51%|█████▏    | 5125/10000 [1:36:20<1:40:14,  1.23s/it]
 51%|█████▏    | 5126/10000 [1:36:21<1:37:07,  1.20s/it]
 51%|█████▏    | 5127/10000 [1:36:22<1:34:09,  1.16s/it]
 51%|█████▏    | 5128/10000 [1:36:23<1:31:07,  1.12s/it]
 51%|█████▏    | 5129/10000 [1:36:24<1:28:16,  1.09s/it]
 51%|█████▏    | 5130/10000 [1:36:25<1:25:53,  1.06s/it]
 51%|█████▏    | 5131/10000 [1:36:26<1:23:37,  1.03s/it]
 51%|█████▏    | 5132/10000 [1:36:27<1:21:32,  1.00s/it]
 51%|█████▏    | 5133/10000 [1:36:28<1:19:30,  1.02it/s]
 51%|█████▏    | 5134/10000 [1:36:29<1:17:41,  1.04it/s]
 51%|█████▏    | 5135/10000 [1:36:29<1:15:20,  1.08it/s]
 51%|█████▏    | 5136/10000 [1:36:30<1:13:00,  1.11it/s]
 51%|█████▏    | 5137/10000 [1:36:31<1:11:00,  1.14it/s]
 51%|█████▏    | 5138/10000 [1:36:32<1:09:02,  1.17it/s]
 51%|█████▏    | 5139/10000 [1:36:33<1:07:13,  1.21it/s]
 51%|█████▏    | 5140/10000 [1:36:33<1:05:47,  1.23it/s]
 51%|█████▏    | 5141/10000 [1:36:34<1:04:27,  1.26it/s]
 51%|█████▏    | 5142/10000 [1:36:35<1:03:05,  1.28it/s]
 51%|█████▏    | 5143/10000 [1:36:36<1:01:39,  1.31it/s]
 51%|█████▏    | 5144/10000 [1:36:36<1:00:00,  1.35it/s]
 51%|█████▏    | 5145/10000 [1:36:37<58:23,  1.39it/s]  
 51%|█████▏    | 5146/10000 [1:36:38<56:34,  1.43it/s]
 51%|█████▏    | 5147/10000 [1:36:38<54:25,  1.49it/s]
 51%|█████▏    | 5148/10000 [1:36:39<52:11,  1.55it/s]
 51%|█████▏    | 5149/10000 [1:36:39<50:00,  1.62it/s]
 52%|█████▏    | 5150/10000 [1:36:40<47:46,  1.69it/s]
 52%|█████▏    | 5151/10000 [1:36:40<45:49,  1.76it/s]
 52%|█████▏    | 5152/10000 [1:36:41<43:23,  1.86it/s]
 52%|█████▏    | 5153/10000 [1:36:41<40:51,  1.98it/s]
 52%|█████▏    | 5154/10000 [1:36:42<38:18,  2.11it/s]
 52%|█████▏    | 5155/10000 [1:36:42<35:55,  2.25it/s]
 52%|█████▏    | 5156/10000 [1:36:42<33:26,  2.41it/s]
 52%|█████▏    | 5157/10000 [1:36:43<31:05,  2.60it/s]
 52%|█████▏    | 5158/10000 [1:36:43<29:57,  2.69it/s]
 52%|█████▏    | 5159/10000 [1:36:43<28:22,  2.84it/s]
 52%|█████▏    | 5160/10000 [1:36:44<27:02,  2.98it/s]
 52%|█████▏    | 5161/10000 [1:36:46<1:09:37,  1.16it/s]
 52%|█████▏    | 5162/10000 [1:36:48<1:31:20,  1.13s/it]
 52%|█████▏    | 5163/10000 [1:36:49<1:42:39,  1.27s/it]
 52%|█████▏    | 5164/10000 [1:36:51<1:47:36,  1.34s/it]
 52%|█████▏    | 5165/10000 [1:36:52<1:47:13,  1.33s/it]
 52%|█████▏    | 5166/10000 [1:36:53<1:45:01,  1.30s/it]
 52%|█████▏    | 5167/10000 [1:36:54<1:41:25,  1.26s/it]
 52%|█████▏    | 5168/10000 [1:36:55<1:36:38,  1.20s/it]
 52%|█████▏    | 5169/10000 [1:36:56<1:31:27,  1.14s/it]
 52%|█████▏    | 5170/10000 [1:36:57<1:25:56,  1.07s/it]
 52%|█████▏    | 5171/10000 [1:36:58<1:20:38,  1.00s/it]
 52%|█████▏    | 5172/10000 [1:36:59<1:15:44,  1.06it/s]
 52%|█████▏    | 5173/10000 [1:37:00<1:11:03,  1.13it/s]
 52%|█████▏    | 5174/10000 [1:37:00<1:06:30,  1.21it/s]
 52%|█████▏    | 5175/10000 [1:37:01<1:02:02,  1.30it/s]
 52%|█████▏    | 5176/10000 [1:37:02<56:56,  1.41it/s]  
 52%|█████▏    | 5177/10000 [1:37:02<51:43,  1.55it/s]
 52%|█████▏    | 5178/10000 [1:37:03<46:32,  1.73it/s]
 52%|█████▏    | 5179/10000 [1:37:03<41:16,  1.95it/s]
 52%|█████▏    | 5180/10000 [1:37:03<36:18,  2.21it/s]
 52%|█████▏    | 5181/10000 [1:37:03<30:56,  2.60it/s]
 52%|█████▏    | 5182/10000 [1:37:06<1:13:08,  1.10it/s]
 52%|█████▏    | 5183/10000 [1:37:07<1:36:33,  1.20s/it]
 52%|█████▏    | 5184/10000 [1:37:09<1:50:29,  1.38s/it]
 52%|█████▏    | 5185/10000 [1:37:11<1:57:44,  1.47s/it]
 52%|█████▏    | 5186/10000 [1:37:12<2:00:08,  1.50s/it]
 52%|█████▏    | 5187/10000 [1:37:14<2:00:52,  1.51s/it]
 52%|█████▏    | 5188/10000 [1:37:15<2:00:31,  1.50s/it]
 52%|█████▏    | 5189/10000 [1:37:17<1:58:54,  1.48s/it]
 52%|█████▏    | 5190/10000 [1:37:18<1:56:49,  1.46s/it]
 52%|█████▏    | 5191/10000 [1:37:20<1:54:38,  1.43s/it]
 52%|█████▏    | 5192/10000 [1:37:21<1:52:06,  1.40s/it]
 52%|█████▏    | 5193/10000 [1:37:22<1:49:10,  1.36s/it]
 52%|█████▏    | 5194/10000 [1:37:24<1:46:34,  1.33s/it]
 52%|█████▏    | 5195/10000 [1:37:25<1:44:03,  1.30s/it]
 52%|█████▏    | 5196/10000 [1:37:26<1:41:12,  1.26s/it]
 52%|█████▏    | 5197/10000 [1:37:27<1:38:48,  1.23s/it]
 52%|█████▏    | 5198/10000 [1:37:28<1:36:09,  1.20s/it]
 52%|█████▏    | 5199/10000 [1:37:29<1:33:43,  1.17s/it]
 52%|█████▏    | 5200/10000 [1:37:30<1:31:27,  1.14s/it]
 52%|█████▏    | 5201/10000 [1:37:31<1:28:53,  1.11s/it]
 52%|█████▏    | 5202/10000 [1:37:32<1:25:57,  1.07s/it]
 52%|█████▏    | 5203/10000 [1:37:33<1:23:11,  1.04s/it]
 52%|█████▏    | 5204/10000 [1:37:34<1:20:40,  1.01s/it]
 52%|█████▏    | 5205/10000 [1:37:35<1:18:16,  1.02it/s]
 52%|█████▏    | 5206/10000 [1:37:36<1:15:44,  1.05it/s]
 52%|█████▏    | 5207/10000 [1:37:37<1:13:28,  1.09it/s]
 52%|█████▏    | 5208/10000 [1:37:38<1:11:29,  1.12it/s]
 52%|█████▏    | 5209/10000 [1:37:39<1:10:20,  1.14it/s]
 52%|█████▏    | 5210/10000 [1:37:39<1:08:29,  1.17it/s]
 52%|█████▏    | 5211/10000 [1:37:40<1:07:06,  1.19it/s]
 52%|█████▏    | 5212/10000 [1:37:41<1:05:40,  1.22it/s]
 52%|█████▏    | 5213/10000 [1:37:42<1:04:04,  1.25it/s]
 52%|█████▏    | 5214/10000 [1:37:43<1:02:24,  1.28it/s]
 52%|█████▏    | 5215/10000 [1:37:43<1:00:48,  1.31it/s]
 52%|█████▏    | 5216/10000 [1:37:44<59:11,  1.35it/s]  
 52%|█████▏    | 5217/10000 [1:37:45<57:13,  1.39it/s]
 52%|█████▏    | 5218/10000 [1:37:45<55:51,  1.43it/s]
 52%|█████▏    | 5219/10000 [1:37:46<53:27,  1.49it/s]
 52%|█████▏    | 5220/10000 [1:37:46<50:59,  1.56it/s]
 52%|█████▏    | 5221/10000 [1:37:47<49:20,  1.61it/s]
 52%|█████▏    | 5222/10000 [1:37:48<47:08,  1.69it/s]
 52%|█████▏    | 5223/10000 [1:37:48<45:02,  1.77it/s]
 52%|█████▏    | 5224/10000 [1:37:49<42:50,  1.86it/s]
 52%|█████▏    | 5225/10000 [1:37:49<39:32,  2.01it/s]
 52%|█████▏    | 5226/10000 [1:37:49<36:44,  2.17it/s]
 52%|█████▏    | 5227/10000 [1:37:50<34:12,  2.33it/s]
 52%|█████▏    | 5228/10000 [1:37:50<31:41,  2.51it/s]
 52%|█████▏    | 5229/10000 [1:37:50<29:42,  2.68it/s]
 52%|█████▏    | 5230/10000 [1:37:51<27:59,  2.84it/s]
 52%|█████▏    | 5231/10000 [1:37:51<26:51,  2.96it/s]
 52%|█████▏    | 5232/10000 [1:37:53<1:10:47,  1.12it/s]
 52%|█████▏    | 5233/10000 [1:37:55<1:36:22,  1.21s/it]
 52%|█████▏    | 5234/10000 [1:37:57<1:51:19,  1.40s/it]
 52%|█████▏    | 5235/10000 [1:37:59<2:00:21,  1.52s/it]
 52%|█████▏    | 5236/10000 [1:38:00<2:03:53,  1.56s/it]
 52%|█████▏    | 5237/10000 [1:38:02<2:04:58,  1.57s/it]
 52%|█████▏    | 5238/10000 [1:38:04<2:04:12,  1.56s/it]
 52%|█████▏    | 5239/10000 [1:38:05<2:03:46,  1.56s/it]
 52%|█████▏    | 5240/10000 [1:38:07<2:01:56,  1.54s/it]
 52%|█████▏    | 5241/10000 [1:38:08<1:58:01,  1.49s/it]
 52%|█████▏    | 5242/10000 [1:38:09<1:58:39,  1.50s/it]
 52%|█████▏    | 5243/10000 [1:38:11<1:54:50,  1.45s/it]
 52%|█████▏    | 5244/10000 [1:38:12<1:51:12,  1.40s/it]
 52%|█████▏    | 5245/10000 [1:38:13<1:47:36,  1.36s/it]
 52%|█████▏    | 5246/10000 [1:38:15<1:44:14,  1.32s/it]
 52%|█████▏    | 5247/10000 [1:38:16<1:40:45,  1.27s/it]
 52%|█████▏    | 5248/10000 [1:38:17<1:38:59,  1.25s/it]
 52%|█████▏    | 5249/10000 [1:38:18<1:35:17,  1.20s/it]
 52%|█████▎    | 5250/10000 [1:38:19<1:33:05,  1.18s/it]
 53%|█████▎    | 5251/10000 [1:38:20<1:30:38,  1.15s/it]
 53%|█████▎    | 5252/10000 [1:38:21<1:28:21,  1.12s/it]
 53%|█████▎    | 5253/10000 [1:38:22<1:25:29,  1.08s/it]
 53%|█████▎    | 5254/10000 [1:38:23<1:22:10,  1.04s/it]
 53%|█████▎    | 5255/10000 [1:38:24<1:19:13,  1.00s/it]
 53%|█████▎    | 5256/10000 [1:38:25<1:16:32,  1.03it/s]
 53%|█████▎    | 5257/10000 [1:38:26<1:13:55,  1.07it/s]
 53%|█████▎    | 5258/10000 [1:38:27<1:11:49,  1.10it/s]
 53%|█████▎    | 5259/10000 [1:38:28<1:10:00,  1.13it/s]
 53%|█████▎    | 5260/10000 [1:38:28<1:08:11,  1.16it/s]
 53%|█████▎    | 5261/10000 [1:38:29<1:06:40,  1.18it/s]
 53%|█████▎    | 5262/10000 [1:38:30<1:05:03,  1.21it/s]
 53%|█████▎    | 5263/10000 [1:38:31<1:03:18,  1.25it/s]
 53%|█████▎    | 5264/10000 [1:38:31<1:01:23,  1.29it/s]
 53%|█████▎    | 5265/10000 [1:38:32<59:34,  1.32it/s]  
 53%|█████▎    | 5266/10000 [1:38:33<57:47,  1.37it/s]
 53%|█████▎    | 5267/10000 [1:38:33<55:59,  1.41it/s]
 53%|█████▎    | 5268/10000 [1:38:34<54:08,  1.46it/s]
 53%|█████▎    | 5269/10000 [1:38:35<52:20,  1.51it/s]
 53%|█████▎    | 5270/10000 [1:38:35<50:00,  1.58it/s]
 53%|█████▎    | 5271/10000 [1:38:36<47:46,  1.65it/s]
 53%|█████▎    | 5272/10000 [1:38:36<45:27,  1.73it/s]
 53%|█████▎    | 5273/10000 [1:38:37<43:31,  1.81it/s]
 53%|█████▎    | 5274/10000 [1:38:37<41:04,  1.92it/s]
 53%|█████▎    | 5275/10000 [1:38:38<38:39,  2.04it/s]
 53%|█████▎    | 5276/10000 [1:38:38<36:09,  2.18it/s]
 53%|█████▎    | 5277/10000 [1:38:38<33:55,  2.32it/s]
 53%|█████▎    | 5278/10000 [1:38:39<31:22,  2.51it/s]
 53%|█████▎    | 5279/10000 [1:38:39<29:04,  2.71it/s]
 53%|█████▎    | 5280/10000 [1:38:39<27:14,  2.89it/s]
 53%|█████▎    | 5281/10000 [1:38:40<26:01,  3.02it/s]
 53%|█████▎    | 5282/10000 [1:38:42<1:06:51,  1.18it/s]
 53%|█████▎    | 5283/10000 [1:38:44<1:30:39,  1.15s/it]
 53%|█████▎    | 5284/10000 [1:38:45<1:44:51,  1.33s/it]
 53%|█████▎    | 5285/10000 [1:38:47<1:52:35,  1.43s/it]
 53%|█████▎    | 5286/10000 [1:38:49<1:56:45,  1.49s/it]
 53%|█████▎    | 5287/10000 [1:38:50<1:58:26,  1.51s/it]
 53%|█████▎    | 5288/10000 [1:38:52<1:57:41,  1.50s/it]
 53%|█████▎    | 5289/10000 [1:38:53<1:55:43,  1.47s/it]
 53%|█████▎    | 5290/10000 [1:38:54<1:53:25,  1.44s/it]
 53%|█████▎    | 5291/10000 [1:38:56<1:50:22,  1.41s/it]
 53%|█████▎    | 5292/10000 [1:38:57<1:47:40,  1.37s/it]
 53%|█████▎    | 5293/10000 [1:38:58<1:44:52,  1.34s/it]
 53%|█████▎    | 5294/10000 [1:38:59<1:42:15,  1.30s/it]
 53%|█████▎    | 5295/10000 [1:39:01<1:39:51,  1.27s/it]
 53%|█████▎    | 5296/10000 [1:39:02<1:37:14,  1.24s/it]
 53%|█████▎    | 5297/10000 [1:39:03<1:34:08,  1.20s/it]
 53%|█████▎    | 5298/10000 [1:39:04<1:31:18,  1.17s/it]
 53%|█████▎    | 5299/10000 [1:39:05<1:29:17,  1.14s/it]
 53%|█████▎    | 5300/10000 [1:39:06<1:26:19,  1.10s/it]
 53%|█████▎    | 5301/10000 [1:39:07<1:23:26,  1.07s/it]
 53%|█████▎    | 5302/10000 [1:39:08<1:20:58,  1.03s/it]
 53%|█████▎    | 5303/10000 [1:39:09<1:18:31,  1.00s/it]
 53%|█████▎    | 5304/10000 [1:39:10<1:16:25,  1.02it/s]
 53%|█████▎    | 5305/10000 [1:39:11<1:14:27,  1.05it/s]
 53%|█████▎    | 5306/10000 [1:39:12<1:12:11,  1.08it/s]
 53%|█████▎    | 5307/10000 [1:39:12<1:10:08,  1.12it/s]
 53%|█████▎    | 5308/10000 [1:39:13<1:08:16,  1.15it/s]
 53%|█████▎    | 5309/10000 [1:39:14<1:06:47,  1.17it/s]
 53%|█████▎    | 5310/10000 [1:39:15<1:05:20,  1.20it/s]
 53%|█████▎    | 5311/10000 [1:39:16<1:03:52,  1.22it/s]
 53%|█████▎    | 5312/10000 [1:39:16<1:02:21,  1.25it/s]
 53%|█████▎    | 5313/10000 [1:39:17<1:00:40,  1.29it/s]
 53%|█████▎    | 5314/10000 [1:39:18<58:53,  1.33it/s]  
 53%|█████▎    | 5315/10000 [1:39:19<57:17,  1.36it/s]
 53%|█████▎    | 5316/10000 [1:39:19<55:37,  1.40it/s]
 53%|█████▎    | 5317/10000 [1:39:20<54:02,  1.44it/s]
 53%|█████▎    | 5318/10000 [1:39:20<52:43,  1.48it/s]
 53%|█████▎    | 5319/10000 [1:39:21<50:14,  1.55it/s]
 53%|█████▎    | 5320/10000 [1:39:22<48:09,  1.62it/s]
 53%|█████▎    | 5321/10000 [1:39:22<46:07,  1.69it/s]
 53%|█████▎    | 5322/10000 [1:39:23<44:05,  1.77it/s]
 53%|█████▎    | 5323/10000 [1:39:23<41:47,  1.87it/s]
 53%|█████▎    | 5324/10000 [1:39:24<39:44,  1.96it/s]
 53%|█████▎    | 5325/10000 [1:39:24<37:30,  2.08it/s]
 53%|█████▎    | 5326/10000 [1:39:24<35:06,  2.22it/s]
 53%|█████▎    | 5327/10000 [1:39:25<32:37,  2.39it/s]
 53%|█████▎    | 5328/10000 [1:39:25<30:07,  2.59it/s]
 53%|█████▎    | 5329/10000 [1:39:25<28:13,  2.76it/s]
 53%|█████▎    | 5330/10000 [1:39:26<26:40,  2.92it/s]
 53%|█████▎    | 5331/10000 [1:39:26<25:32,  3.05it/s]
 53%|█████▎    | 5332/10000 [1:39:28<1:06:34,  1.17it/s]
 53%|█████▎    | 5333/10000 [1:39:30<1:31:11,  1.17s/it]
 53%|█████▎    | 5334/10000 [1:39:32<1:45:17,  1.35s/it]
 53%|█████▎    | 5335/10000 [1:39:33<1:53:15,  1.46s/it]
 53%|█████▎    | 5336/10000 [1:39:35<1:56:18,  1.50s/it]
 53%|█████▎    | 5337/10000 [1:39:37<1:57:49,  1.52s/it]
 53%|█████▎    | 5338/10000 [1:39:38<1:57:58,  1.52s/it]
 53%|█████▎    | 5339/10000 [1:39:40<1:57:01,  1.51s/it]
 53%|█████▎    | 5340/10000 [1:39:41<1:54:39,  1.48s/it]
 53%|█████▎    | 5341/10000 [1:39:42<1:51:54,  1.44s/it]
 53%|█████▎    | 5342/10000 [1:39:44<1:49:02,  1.40s/it]
 53%|█████▎    | 5343/10000 [1:39:45<1:45:50,  1.36s/it]
 53%|█████▎    | 5344/10000 [1:39:46<1:42:51,  1.33s/it]
 53%|█████▎    | 5345/10000 [1:39:47<1:40:26,  1.29s/it]
 53%|█████▎    | 5346/10000 [1:39:49<1:38:03,  1.26s/it]
 53%|█████▎    | 5347/10000 [1:39:50<1:35:06,  1.23s/it]
 53%|█████▎    | 5348/10000 [1:39:51<1:32:26,  1.19s/it]
 53%|█████▎    | 5349/10000 [1:39:52<1:29:52,  1.16s/it]
 54%|█████▎    | 5350/10000 [1:39:53<1:27:39,  1.13s/it]
 54%|█████▎    | 5351/10000 [1:39:54<1:25:09,  1.10s/it]
 54%|█████▎    | 5352/10000 [1:39:55<1:23:14,  1.07s/it]
 54%|█████▎    | 5353/10000 [1:39:56<1:21:02,  1.05s/it]
 54%|█████▎    | 5354/10000 [1:39:57<1:18:53,  1.02s/it]
 54%|█████▎    | 5355/10000 [1:39:58<1:16:49,  1.01it/s]
 54%|█████▎    | 5356/10000 [1:39:59<1:14:41,  1.04it/s]
 54%|█████▎    | 5357/10000 [1:40:00<1:12:56,  1.06it/s]
 54%|█████▎    | 5358/10000 [1:40:00<1:10:42,  1.09it/s]
 54%|█████▎    | 5359/10000 [1:40:01<1:09:11,  1.12it/s]
 54%|█████▎    | 5360/10000 [1:40:02<1:07:24,  1.15it/s]
 54%|█████▎    | 5361/10000 [1:40:03<1:05:21,  1.18it/s]
 54%|█████▎    | 5362/10000 [1:40:04<1:03:37,  1.21it/s]
 54%|█████▎    | 5363/10000 [1:40:04<1:02:22,  1.24it/s]
 54%|█████▎    | 5364/10000 [1:40:05<1:00:35,  1.28it/s]
 54%|█████▎    | 5365/10000 [1:40:06<58:54,  1.31it/s]  
 54%|█████▎    | 5366/10000 [1:40:07<57:23,  1.35it/s]
 54%|█████▎    | 5367/10000 [1:40:07<55:40,  1.39it/s]
 54%|█████▎    | 5368/10000 [1:40:08<54:01,  1.43it/s]
 54%|█████▎    | 5369/10000 [1:40:09<52:47,  1.46it/s]
 54%|█████▎    | 5370/10000 [1:40:09<50:23,  1.53it/s]
 54%|█████▎    | 5371/10000 [1:40:10<47:53,  1.61it/s]
 54%|█████▎    | 5372/10000 [1:40:10<45:23,  1.70it/s]
 54%|█████▎    | 5373/10000 [1:40:11<43:13,  1.78it/s]
 54%|█████▎    | 5374/10000 [1:40:11<40:26,  1.91it/s]
 54%|█████▍    | 5375/10000 [1:40:12<37:50,  2.04it/s]
 54%|█████▍    | 5376/10000 [1:40:12<34:59,  2.20it/s]
 54%|█████▍    | 5377/10000 [1:40:12<32:10,  2.39it/s]
 54%|█████▍    | 5378/10000 [1:40:13<29:41,  2.59it/s]
 54%|█████▍    | 5379/10000 [1:40:13<27:39,  2.78it/s]
 54%|█████▍    | 5380/10000 [1:40:13<26:11,  2.94it/s]
 54%|█████▍    | 5381/10000 [1:40:13<25:16,  3.04it/s]
 54%|█████▍    | 5382/10000 [1:40:16<1:06:00,  1.17it/s]
 54%|█████▍    | 5383/10000 [1:40:18<1:30:53,  1.18s/it]
 54%|█████▍    | 5384/10000 [1:40:19<1:46:22,  1.38s/it]
 54%|█████▍    | 5385/10000 [1:40:21<1:54:56,  1.49s/it]
 54%|█████▍    | 5386/10000 [1:40:23<1:58:28,  1.54s/it]
 54%|█████▍    | 5387/10000 [1:40:24<1:59:05,  1.55s/it]
 54%|█████▍    | 5388/10000 [1:40:26<1:58:19,  1.54s/it]
 54%|█████▍    | 5389/10000 [1:40:27<1:57:55,  1.53s/it]
 54%|█████▍    | 5390/10000 [1:40:29<1:54:54,  1.50s/it]
 54%|█████▍    | 5391/10000 [1:40:30<1:51:52,  1.46s/it]
 54%|█████▍    | 5392/10000 [1:40:31<1:48:36,  1.41s/it]
 54%|█████▍    | 5393/10000 [1:40:33<1:45:28,  1.37s/it]
 54%|█████▍    | 5394/10000 [1:40:34<1:43:04,  1.34s/it]
 54%|█████▍    | 5395/10000 [1:40:35<1:40:00,  1.30s/it]
 54%|█████▍    | 5396/10000 [1:40:36<1:37:01,  1.26s/it]
 54%|█████▍    | 5397/10000 [1:40:38<1:33:49,  1.22s/it]
 54%|█████▍    | 5398/10000 [1:40:39<1:31:23,  1.19s/it]
 54%|█████▍    | 5399/10000 [1:40:40<1:29:17,  1.16s/it]
 54%|█████▍    | 5400/10000 [1:40:41<1:27:11,  1.14s/it]
 54%|█████▍    | 5401/10000 [1:40:42<1:25:03,  1.11s/it]
 54%|█████▍    | 5402/10000 [1:40:43<1:22:52,  1.08s/it]
 54%|█████▍    | 5403/10000 [1:40:44<1:20:25,  1.05s/it]
 54%|█████▍    | 5404/10000 [1:40:45<1:18:00,  1.02s/it]
 54%|█████▍    | 5405/10000 [1:40:46<1:16:11,  1.01it/s]
 54%|█████▍    | 5406/10000 [1:40:47<1:14:14,  1.03it/s]
 54%|█████▍    | 5407/10000 [1:40:48<1:12:38,  1.05it/s]
 54%|█████▍    | 5408/10000 [1:40:48<1:10:34,  1.08it/s]
 54%|█████▍    | 5409/10000 [1:40:49<1:08:21,  1.12it/s]
 54%|█████▍    | 5410/10000 [1:40:50<1:06:44,  1.15it/s]
 54%|█████▍    | 5411/10000 [1:40:51<1:04:50,  1.18it/s]
 54%|█████▍    | 5412/10000 [1:40:52<1:03:12,  1.21it/s]
 54%|█████▍    | 5413/10000 [1:40:52<1:01:42,  1.24it/s]
 54%|█████▍    | 5414/10000 [1:40:53<59:52,  1.28it/s]  
 54%|█████▍    | 5415/10000 [1:40:54<57:56,  1.32it/s]
 54%|█████▍    | 5416/10000 [1:40:55<56:08,  1.36it/s]
 54%|█████▍    | 5417/10000 [1:40:55<54:24,  1.40it/s]
 54%|█████▍    | 5418/10000 [1:40:56<52:36,  1.45it/s]
 54%|█████▍    | 5419/10000 [1:40:56<51:35,  1.48it/s]
 54%|█████▍    | 5420/10000 [1:40:57<49:14,  1.55it/s]
 54%|█████▍    | 5421/10000 [1:40:58<47:03,  1.62it/s]
 54%|█████▍    | 5422/10000 [1:40:58<44:47,  1.70it/s]
 54%|█████▍    | 5423/10000 [1:40:59<42:25,  1.80it/s]
 54%|█████▍    | 5424/10000 [1:40:59<39:47,  1.92it/s]
 54%|█████▍    | 5425/10000 [1:40:59<37:20,  2.04it/s]
 54%|█████▍    | 5426/10000 [1:41:00<34:48,  2.19it/s]
 54%|█████▍    | 5427/10000 [1:41:00<32:02,  2.38it/s]
 54%|█████▍    | 5428/10000 [1:41:00<29:39,  2.57it/s]
 54%|█████▍    | 5429/10000 [1:41:01<27:34,  2.76it/s]
 54%|█████▍    | 5430/10000 [1:41:01<25:54,  2.94it/s]
 54%|█████▍    | 5431/10000 [1:41:01<24:43,  3.08it/s]
 54%|█████▍    | 5432/10000 [1:41:03<1:04:03,  1.19it/s]
 54%|█████▍    | 5433/10000 [1:41:05<1:27:08,  1.14s/it]
 54%|█████▍    | 5434/10000 [1:41:07<1:40:01,  1.31s/it]
 54%|█████▍    | 5435/10000 [1:41:09<1:46:24,  1.40s/it]
 54%|█████▍    | 5436/10000 [1:41:10<1:49:06,  1.43s/it]
 54%|█████▍    | 5437/10000 [1:41:12<1:49:56,  1.45s/it]
 54%|█████▍    | 5438/10000 [1:41:13<1:49:06,  1.43s/it]
 54%|█████▍    | 5439/10000 [1:41:14<1:47:29,  1.41s/it]
 54%|█████▍    | 5440/10000 [1:41:16<1:45:11,  1.38s/it]
 54%|█████▍    | 5441/10000 [1:41:17<1:42:49,  1.35s/it]
 54%|█████▍    | 5442/10000 [1:41:18<1:40:12,  1.32s/it]
 54%|█████▍    | 5443/10000 [1:41:19<1:37:39,  1.29s/it]
 54%|█████▍    | 5444/10000 [1:41:21<1:35:23,  1.26s/it]
 54%|█████▍    | 5445/10000 [1:41:22<1:32:32,  1.22s/it]
 54%|█████▍    | 5446/10000 [1:41:23<1:30:06,  1.19s/it]
 54%|█████▍    | 5447/10000 [1:41:24<1:27:42,  1.16s/it]
 54%|█████▍    | 5448/10000 [1:41:25<1:25:10,  1.12s/it]
 54%|█████▍    | 5449/10000 [1:41:26<1:23:36,  1.10s/it]
 55%|█████▍    | 5450/10000 [1:41:27<1:21:16,  1.07s/it]
 55%|█████▍    | 5451/10000 [1:41:28<1:19:00,  1.04s/it]
 55%|█████▍    | 5452/10000 [1:41:29<1:16:56,  1.02s/it]
 55%|█████▍    | 5453/10000 [1:41:30<1:15:02,  1.01it/s]
 55%|█████▍    | 5454/10000 [1:41:31<1:13:19,  1.03it/s]
 55%|█████▍    | 5455/10000 [1:41:32<1:11:29,  1.06it/s]
 55%|█████▍    | 5456/10000 [1:41:32<1:09:19,  1.09it/s]
 55%|█████▍    | 5457/10000 [1:41:33<1:07:32,  1.12it/s]
 55%|█████▍    | 5458/10000 [1:41:34<1:05:51,  1.15it/s]
 55%|█████▍    | 5459/10000 [1:41:35<1:04:17,  1.18it/s]
 55%|█████▍    | 5460/10000 [1:41:36<1:02:43,  1.21it/s]
 55%|█████▍    | 5461/10000 [1:41:36<1:01:12,  1.24it/s]
 55%|█████▍    | 5462/10000 [1:41:37<59:31,  1.27it/s]  
 55%|█████▍    | 5463/10000 [1:41:38<57:56,  1.31it/s]
 55%|█████▍    | 5464/10000 [1:41:39<56:27,  1.34it/s]
 55%|█████▍    | 5465/10000 [1:41:39<55:08,  1.37it/s]
 55%|█████▍    | 5466/10000 [1:41:40<53:50,  1.40it/s]
 55%|█████▍    | 5467/10000 [1:41:41<52:07,  1.45it/s]
 55%|█████▍    | 5468/10000 [1:41:41<50:15,  1.50it/s]
 55%|█████▍    | 5469/10000 [1:41:42<48:17,  1.56it/s]
 55%|█████▍    | 5470/10000 [1:41:42<46:15,  1.63it/s]
 55%|█████▍    | 5471/10000 [1:41:43<44:06,  1.71it/s]
 55%|█████▍    | 5472/10000 [1:41:43<42:16,  1.79it/s]
 55%|█████▍    | 5473/10000 [1:41:44<40:03,  1.88it/s]
 55%|█████▍    | 5474/10000 [1:41:44<37:44,  2.00it/s]
 55%|█████▍    | 5475/10000 [1:41:45<35:22,  2.13it/s]
 55%|█████▍    | 5476/10000 [1:41:45<33:04,  2.28it/s]
 55%|█████▍    | 5477/10000 [1:41:45<30:37,  2.46it/s]
 55%|█████▍    | 5478/10000 [1:41:46<28:32,  2.64it/s]
 55%|█████▍    | 5479/10000 [1:41:46<27:04,  2.78it/s]
 55%|█████▍    | 5480/10000 [1:41:46<25:27,  2.96it/s]
 55%|█████▍    | 5481/10000 [1:41:47<24:24,  3.09it/s]
 55%|█████▍    | 5482/10000 [1:41:49<1:04:47,  1.16it/s]
 55%|█████▍    | 5483/10000 [1:41:51<1:28:38,  1.18s/it]
 55%|█████▍    | 5484/10000 [1:41:52<1:41:17,  1.35s/it]
 55%|█████▍    | 5485/10000 [1:41:54<1:48:22,  1.44s/it]
 55%|█████▍    | 5486/10000 [1:41:56<1:51:36,  1.48s/it]
 55%|█████▍    | 5487/10000 [1:41:57<1:52:46,  1.50s/it]
 55%|█████▍    | 5488/10000 [1:41:59<1:51:59,  1.49s/it]
 55%|█████▍    | 5489/10000 [1:42:00<1:50:47,  1.47s/it]
 55%|█████▍    | 5490/10000 [1:42:01<1:48:45,  1.45s/it]
 55%|█████▍    | 5491/10000 [1:42:03<1:46:21,  1.42s/it]
 55%|█████▍    | 5492/10000 [1:42:04<1:44:04,  1.39s/it]
 55%|█████▍    | 5493/10000 [1:42:05<1:41:47,  1.36s/it]
 55%|█████▍    | 5494/10000 [1:42:07<1:39:09,  1.32s/it]
 55%|█████▍    | 5495/10000 [1:42:08<1:36:27,  1.28s/it]
 55%|█████▍    | 5496/10000 [1:42:09<1:33:37,  1.25s/it]
 55%|█████▍    | 5497/10000 [1:42:10<1:30:54,  1.21s/it]
 55%|█████▍    | 5498/10000 [1:42:11<1:27:51,  1.17s/it]
 55%|█████▍    | 5499/10000 [1:42:12<1:24:45,  1.13s/it]
 55%|█████▌    | 5500/10000 [1:42:13<1:22:09,  1.10s/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 = 2822
  Batch size = 12
{'eval_loss': 0.7050736546516418, 'eval_wer': 0.21229446935724963, 'eval_runtime': 88.2857, 'eval_samples_per_second': 31.964, 'eval_steps_per_second': 2.673, 'epoch': 10.62}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:41,  5.62it/s]

  1%|▏         | 3/236 [00:00<01:08,  3.41it/s]

  2%|▏         | 4/236 [00:01<01:08,  3.37it/s]

  2%|▏         | 5/236 [00:01<01:12,  3.19it/s]

  3%|▎         | 6/236 [00:01<01:15,  3.05it/s]

  3%|▎         | 7/236 [00:02<01:18,  2.90it/s]

  3%|▎         | 8/236 [00:02<01:19,  2.85it/s]

  4%|▍         | 9/236 [00:02<01:15,  2.99it/s]

  4%|▍         | 10/236 [00:03<01:19,  2.84it/s]

  5%|▍         | 11/236 [00:03<01:23,  2.68it/s]

  5%|▌         | 12/236 [00:03<01:19,  2.81it/s]

  6%|▌         | 13/236 [00:04<01:20,  2.75it/s]

  6%|▌         | 14/236 [00:04<01:22,  2.69it/s]

  6%|▋         | 15/236 [00:05<01:21,  2.73it/s]

  7%|▋         | 16/236 [00:05<01:25,  2.59it/s]

  7%|▋         | 17/236 [00:05<01:24,  2.59it/s]

  8%|▊         | 18/236 [00:06<01:27,  2.49it/s]

  8%|▊         | 19/236 [00:06<01:22,  2.63it/s]

  8%|▊         | 20/236 [00:07<01:27,  2.47it/s]

  9%|▉         | 21/236 [00:07<01:25,  2.52it/s]

  9%|▉         | 22/236 [00:07<01:25,  2.51it/s]

 10%|▉         | 23/236 [00:08<01:20,  2.64it/s]

 10%|█         | 24/236 [00:08<01:17,  2.72it/s]

 11%|█         | 25/236 [00:08<01:11,  2.96it/s]

 11%|█         | 26/236 [00:09<01:15,  2.78it/s]

 11%|█▏        | 27/236 [00:09<01:11,  2.92it/s]

 12%|█▏        | 28/236 [00:09<01:10,  2.93it/s]

 12%|█▏        | 29/236 [00:10<01:09,  3.00it/s]

 13%|█▎        | 30/236 [00:10<01:07,  3.03it/s]

 13%|█▎        | 31/236 [00:10<01:11,  2.87it/s]

 14%|█▎        | 32/236 [00:11<01:18,  2.61it/s]

 14%|█▍        | 33/236 [00:11<01:19,  2.55it/s]

 14%|█▍        | 34/236 [00:12<01:16,  2.63it/s]

 15%|█▍        | 35/236 [00:12<01:14,  2.69it/s]

 15%|█▌        | 36/236 [00:12<01:15,  2.65it/s]

 16%|█▌        | 37/236 [00:13<01:15,  2.63it/s]

 16%|█▌        | 38/236 [00:13<01:10,  2.82it/s]

 17%|█▋        | 39/236 [00:14<01:15,  2.62it/s]

 17%|█▋        | 40/236 [00:14<01:19,  2.48it/s]

 17%|█▋        | 41/236 [00:14<01:19,  2.46it/s]

 18%|█▊        | 42/236 [00:15<01:23,  2.34it/s]

 18%|█▊        | 43/236 [00:15<01:21,  2.36it/s]

 19%|█▊        | 44/236 [00:16<01:19,  2.41it/s]

 19%|█▉        | 45/236 [00:16<01:15,  2.52it/s]

 19%|█▉        | 46/236 [00:16<01:15,  2.51it/s]

 20%|█▉        | 47/236 [00:17<01:18,  2.42it/s]

 20%|██        | 48/236 [00:17<01:13,  2.56it/s]

 21%|██        | 49/236 [00:18<01:20,  2.33it/s]

 21%|██        | 50/236 [00:18<01:18,  2.37it/s]

 22%|██▏       | 51/236 [00:19<01:14,  2.48it/s]

 22%|██▏       | 52/236 [00:19<01:12,  2.54it/s]

 22%|██▏       | 53/236 [00:19<01:18,  2.34it/s]

 23%|██▎       | 54/236 [00:20<01:14,  2.43it/s]

 23%|██▎       | 55/236 [00:20<01:11,  2.54it/s]

 24%|██▎       | 56/236 [00:21<01:11,  2.51it/s]

 24%|██▍       | 57/236 [00:21<01:11,  2.52it/s]

 25%|██▍       | 58/236 [00:21<01:08,  2.60it/s]

 25%|██▌       | 59/236 [00:22<01:06,  2.65it/s]

 25%|██▌       | 60/236 [00:22<01:08,  2.58it/s]

 26%|██▌       | 61/236 [00:22<01:05,  2.68it/s]

 26%|██▋       | 62/236 [00:23<01:02,  2.79it/s]

 27%|██▋       | 63/236 [00:23<01:04,  2.69it/s]

 27%|██▋       | 64/236 [00:24<01:05,  2.63it/s]

 28%|██▊       | 65/236 [00:24<01:05,  2.60it/s]

 28%|██▊       | 66/236 [00:24<01:01,  2.77it/s]

 28%|██▊       | 67/236 [00:25<00:57,  2.92it/s]

 29%|██▉       | 68/236 [00:25<00:55,  3.00it/s]

 29%|██▉       | 69/236 [00:25<00:53,  3.11it/s]

 30%|██▉       | 70/236 [00:25<00:51,  3.24it/s]

 30%|███       | 71/236 [00:26<00:55,  2.96it/s]

 31%|███       | 72/236 [00:26<00:55,  2.94it/s]

 31%|███       | 73/236 [00:27<01:01,  2.65it/s]

 31%|███▏      | 74/236 [00:27<01:04,  2.52it/s]

 32%|███▏      | 75/236 [00:27<01:03,  2.54it/s]

 32%|███▏      | 76/236 [00:28<01:04,  2.48it/s]

 33%|███▎      | 77/236 [00:28<01:03,  2.51it/s]

 33%|███▎      | 78/236 [00:29<00:58,  2.71it/s]

 33%|███▎      | 79/236 [00:29<01:00,  2.58it/s]

 34%|███▍      | 80/236 [00:29<01:00,  2.56it/s]

 34%|███▍      | 81/236 [00:30<01:00,  2.56it/s]

 35%|███▍      | 82/236 [00:30<01:00,  2.56it/s]

 35%|███▌      | 83/236 [00:30<00:55,  2.76it/s]

 36%|███▌      | 84/236 [00:31<00:52,  2.91it/s]

 36%|███▌      | 85/236 [00:31<00:49,  3.03it/s]

 36%|███▋      | 86/236 [00:31<00:46,  3.20it/s]

 37%|███▋      | 87/236 [00:32<00:49,  3.04it/s]

 37%|███▋      | 88/236 [00:32<00:48,  3.03it/s]

 38%|███▊      | 89/236 [00:32<00:51,  2.84it/s]

 38%|███▊      | 90/236 [00:33<00:52,  2.80it/s]

 39%|███▊      | 91/236 [00:33<00:55,  2.62it/s]

 39%|███▉      | 92/236 [00:34<00:51,  2.81it/s]

 39%|███▉      | 93/236 [00:34<00:48,  2.95it/s]

 40%|███▉      | 94/236 [00:34<00:46,  3.07it/s]

 40%|████      | 95/236 [00:35<00:49,  2.84it/s]

 41%|████      | 96/236 [00:35<00:48,  2.91it/s]

 41%|████      | 97/236 [00:35<00:45,  3.06it/s]

 42%|████▏     | 98/236 [00:36<00:46,  2.95it/s]

 42%|████▏     | 99/236 [00:36<00:51,  2.64it/s]

 42%|████▏     | 100/236 [00:36<00:51,  2.62it/s]

 43%|████▎     | 101/236 [00:37<00:52,  2.55it/s]

 43%|████▎     | 102/236 [00:37<00:50,  2.68it/s]

 44%|████▎     | 103/236 [00:37<00:47,  2.78it/s]

 44%|████▍     | 104/236 [00:38<00:50,  2.63it/s]

 44%|████▍     | 105/236 [00:38<00:46,  2.82it/s]

 45%|████▍     | 106/236 [00:39<00:46,  2.80it/s]

 45%|████▌     | 107/236 [00:39<00:46,  2.75it/s]

 46%|████▌     | 108/236 [00:39<00:50,  2.51it/s]

 46%|████▌     | 109/236 [00:40<00:51,  2.46it/s]

 47%|████▋     | 110/236 [00:40<00:47,  2.67it/s]

 47%|████▋     | 111/236 [00:40<00:44,  2.82it/s]

 47%|████▋     | 112/236 [00:41<00:45,  2.73it/s]

 48%|████▊     | 113/236 [00:41<00:45,  2.73it/s]

 48%|████▊     | 114/236 [00:42<00:45,  2.69it/s]

 49%|████▊     | 115/236 [00:42<00:43,  2.80it/s]

 49%|████▉     | 116/236 [00:42<00:42,  2.85it/s]

 50%|████▉     | 117/236 [00:43<00:43,  2.74it/s]

 50%|█████     | 118/236 [00:43<00:41,  2.82it/s]

 50%|█████     | 119/236 [00:43<00:41,  2.84it/s]

 51%|█████     | 120/236 [00:44<00:39,  2.93it/s]

 51%|█████▏    | 121/236 [00:44<00:40,  2.83it/s]

 52%|█████▏    | 122/236 [00:44<00:42,  2.69it/s]

 52%|█████▏    | 123/236 [00:45<00:40,  2.79it/s]

 53%|█████▎    | 124/236 [00:45<00:40,  2.78it/s]

 53%|█████▎    | 125/236 [00:46<00:39,  2.79it/s]

 53%|█████▎    | 126/236 [00:46<00:38,  2.88it/s]

 54%|█████▍    | 127/236 [00:46<00:39,  2.76it/s]

 54%|█████▍    | 128/236 [00:47<00:40,  2.69it/s]

 55%|█████▍    | 129/236 [00:47<00:36,  2.89it/s]

 55%|█████▌    | 130/236 [00:47<00:35,  3.00it/s]

 56%|█████▌    | 131/236 [00:48<00:36,  2.88it/s]

 56%|█████▌    | 132/236 [00:48<00:34,  3.04it/s]

 56%|█████▋    | 133/236 [00:48<00:36,  2.79it/s]

 57%|█████▋    | 134/236 [00:49<00:36,  2.77it/s]

 57%|█████▋    | 135/236 [00:49<00:35,  2.86it/s]

 58%|█████▊    | 136/236 [00:49<00:37,  2.67it/s]

 58%|█████▊    | 137/236 [00:50<00:37,  2.67it/s]

 58%|█████▊    | 138/236 [00:50<00:37,  2.59it/s]

 59%|█████▉    | 139/236 [00:51<00:35,  2.77it/s]

 59%|█████▉    | 140/236 [00:51<00:33,  2.89it/s]

 60%|█████▉    | 141/236 [00:51<00:34,  2.77it/s]

 60%|██████    | 142/236 [00:52<00:35,  2.68it/s]

 61%|██████    | 143/236 [00:52<00:37,  2.45it/s]

 61%|██████    | 144/236 [00:52<00:36,  2.54it/s]

 61%|██████▏   | 145/236 [00:53<00:36,  2.50it/s]

 62%|██████▏   | 146/236 [00:53<00:34,  2.59it/s]

 62%|██████▏   | 147/236 [00:54<00:34,  2.55it/s]

 63%|██████▎   | 148/236 [00:54<00:34,  2.58it/s]

 63%|██████▎   | 149/236 [00:54<00:32,  2.66it/s]

 64%|██████▎   | 150/236 [00:55<00:30,  2.84it/s]

 64%|██████▍   | 151/236 [00:55<00:31,  2.71it/s]

 64%|██████▍   | 152/236 [00:55<00:30,  2.79it/s]

 65%|██████▍   | 153/236 [00:56<00:29,  2.79it/s]

 65%|██████▌   | 154/236 [00:56<00:29,  2.76it/s]

 66%|██████▌   | 155/236 [00:57<00:29,  2.74it/s]

 66%|██████▌   | 156/236 [00:57<00:31,  2.50it/s]

 67%|██████▋   | 157/236 [00:57<00:33,  2.38it/s]

 67%|██████▋   | 158/236 [00:58<00:32,  2.42it/s]

 67%|██████▋   | 159/236 [00:58<00:28,  2.66it/s]

 68%|██████▊   | 160/236 [00:59<00:28,  2.66it/s]

 68%|██████▊   | 161/236 [00:59<00:27,  2.69it/s]

 69%|██████▊   | 162/236 [00:59<00:25,  2.87it/s]

 69%|██████▉   | 163/236 [01:00<00:24,  2.93it/s]

 69%|██████▉   | 164/236 [01:00<00:23,  3.13it/s]

 70%|██████▉   | 165/236 [01:00<00:22,  3.20it/s]

 70%|███████   | 166/236 [01:00<00:22,  3.13it/s]

 71%|███████   | 167/236 [01:01<00:23,  2.94it/s]

 71%|███████   | 168/236 [01:01<00:23,  2.91it/s]

 72%|███████▏  | 169/236 [01:02<00:23,  2.87it/s]

 72%|███████▏  | 170/236 [01:02<00:26,  2.51it/s]

 72%|███████▏  | 171/236 [01:02<00:23,  2.76it/s]

 73%|███████▎  | 172/236 [01:03<00:22,  2.83it/s]

 73%|███████▎  | 173/236 [01:03<00:23,  2.67it/s]

 74%|███████▎  | 174/236 [01:04<00:24,  2.50it/s]

 74%|███████▍  | 175/236 [01:04<00:23,  2.58it/s]

 75%|███████▍  | 176/236 [01:04<00:22,  2.61it/s]

 75%|███████▌  | 177/236 [01:05<00:20,  2.87it/s]

 75%|███████▌  | 178/236 [01:05<00:20,  2.80it/s]

 76%|███████▌  | 179/236 [01:05<00:21,  2.69it/s]

 76%|███████▋  | 180/236 [01:06<00:20,  2.77it/s]

 77%|███████▋  | 181/236 [01:06<00:21,  2.61it/s]

 77%|███████▋  | 182/236 [01:06<00:20,  2.58it/s]

 78%|███████▊  | 183/236 [01:07<00:19,  2.78it/s]

 78%|███████▊  | 184/236 [01:07<00:19,  2.73it/s]

 78%|███████▊  | 185/236 [01:08<00:18,  2.74it/s]

 79%|███████▉  | 186/236 [01:08<00:18,  2.65it/s]

 79%|███████▉  | 187/236 [01:08<00:17,  2.73it/s]

 80%|███████▉  | 188/236 [01:09<00:17,  2.73it/s]

 80%|████████  | 189/236 [01:09<00:16,  2.77it/s]

 81%|████████  | 190/236 [01:09<00:18,  2.50it/s]

 81%|████████  | 191/236 [01:10<00:17,  2.60it/s]

 81%|████████▏ | 192/236 [01:10<00:15,  2.91it/s]

 82%|████████▏ | 193/236 [01:10<00:15,  2.75it/s]

 82%|████████▏ | 194/236 [01:11<00:16,  2.55it/s]

 83%|████████▎ | 195/236 [01:11<00:13,  3.00it/s]

 83%|████████▎ | 196/236 [01:11<00:13,  3.06it/s]

 83%|████████▎ | 197/236 [01:12<00:12,  3.06it/s]

 84%|████████▍ | 198/236 [01:12<00:13,  2.82it/s]

 84%|████████▍ | 199/236 [01:13<00:13,  2.71it/s]

 85%|████████▍ | 200/236 [01:13<00:13,  2.69it/s]

 85%|████████▌ | 201/236 [01:13<00:13,  2.51it/s]

 86%|████████▌ | 202/236 [01:14<00:13,  2.46it/s]

 86%|████████▌ | 203/236 [01:14<00:12,  2.71it/s]

 86%|████████▋ | 204/236 [01:14<00:11,  2.77it/s]

 87%|████████▋ | 205/236 [01:15<00:11,  2.74it/s]

 87%|████████▋ | 206/236 [01:15<00:10,  2.91it/s]

 88%|████████▊ | 207/236 [01:15<00:09,  3.18it/s]

 88%|████████▊ | 208/236 [01:16<00:09,  2.98it/s]

 89%|████████▊ | 209/236 [01:16<00:09,  2.79it/s]

 89%|████████▉ | 210/236 [01:17<00:09,  2.60it/s]

 89%|████████▉ | 211/236 [01:17<00:10,  2.45it/s]

 90%|████████▉ | 212/236 [01:17<00:09,  2.59it/s]

 90%|█████████ | 213/236 [01:18<00:08,  2.78it/s]

 91%|█████████ | 214/236 [01:18<00:07,  2.81it/s]

 91%|█████████ | 215/236 [01:18<00:07,  2.73it/s]

 92%|█████████▏| 216/236 [01:19<00:06,  2.90it/s]

 92%|█████████▏| 217/236 [01:19<00:07,  2.66it/s]

 92%|█████████▏| 218/236 [01:19<00:06,  2.95it/s]

 93%|█████████▎| 219/236 [01:20<00:05,  3.10it/s]

 93%|█████████▎| 220/236 [01:20<00:05,  2.85it/s]

 94%|█████████▎| 221/236 [01:21<00:05,  2.82it/s]

 94%|█████████▍| 222/236 [01:21<00:05,  2.61it/s]

 94%|█████████▍| 223/236 [01:21<00:04,  2.64it/s]

 95%|█████████▍| 224/236 [01:22<00:04,  2.46it/s]

 95%|█████████▌| 225/236 [01:22<00:04,  2.57it/s]

 96%|█████████▌| 226/236 [01:23<00:03,  2.57it/s]

 96%|█████████▌| 227/236 [01:23<00:03,  2.70it/s]

 97%|█████████▋| 228/236 [01:23<00:02,  2.76it/s]

 97%|█████████▋| 229/236 [01:24<00:02,  2.67it/s]

 97%|█████████▋| 230/236 [01:24<00:02,  2.80it/s]

 98%|█████████▊| 231/236 [01:24<00:01,  2.74it/s]

 98%|█████████▊| 232/236 [01:25<00:01,  2.71it/s]

 99%|█████████▊| 233/236 [01:25<00:01,  2.82it/s]

 99%|█████████▉| 234/236 [01:25<00:00,  3.08it/s]

100%|█████████▉| 235/236 [01:26<00:00,  2.90it/s]
                                                        

                                                 

 55%|█████▌    | 5500/10000 [1:43:41<1:22:09,  1.10s/it]

100%|██████████| 236/236 [01:27<00:00,  2.90it/s]

                                                 
 55%|█████▌    | 5501/10000 [1:43:42<34:22:27, 27.51s/it]
 55%|█████▌    | 5502/10000 [1:43:43<24:25:16, 19.55s/it]
 55%|█████▌    | 5503/10000 [1:43:44<17:27:18, 13.97s/it]
 55%|█████▌    | 5504/10000 [1:43:45<12:33:28, 10.06s/it]
 55%|█████▌    | 5505/10000 [1:43:46<9:07:15,  7.30s/it] 
 55%|█████▌    | 5506/10000 [1:43:47<6:42:37,  5.38s/it]
 55%|█████▌    | 5507/10000 [1:43:48<5:00:48,  4.02s/it]
 55%|█████▌    | 5508/10000 [1:43:49<3:48:54,  3.06s/it]
 55%|█████▌    | 5509/10000 [1:43:49<2:58:25,  2.38s/it]
 55%|█████▌    | 5510/10000 [1:43:50<2:22:55,  1.91s/it]
 55%|█████▌    | 5511/10000 [1:43:51<1:57:35,  1.57s/it]
 55%|█████▌    | 5512/10000 [1:43:52<1:39:22,  1.33s/it]
 55%|█████▌    | 5513/10000 [1:43:53<1:27:24,  1.17s/it]
 55%|█████▌    | 5514/10000 [1:43:53<1:17:12,  1.03s/it]
 55%|█████▌    | 5515/10000 [1:43:54<1:09:13,  1.08it/s]
 55%|█████▌    | 5516/10000 [1:43:55<1:03:23,  1.18it/s]
 55%|█████▌    | 5517/10000 [1:43:55<58:49,  1.27it/s]  
 55%|█████▌    | 5518/10000 [1:43:56<55:43,  1.34it/s]
 55%|█████▌    | 5519/10000 [1:43:57<52:09,  1.43it/s]
 55%|█████▌    | 5520/10000 [1:43:57<49:09,  1.52it/s]
 55%|█████▌    | 5521/10000 [1:43:58<46:22,  1.61it/s]
 55%|█████▌    | 5522/10000 [1:43:58<43:55,  1.70it/s]
 55%|█████▌    | 5523/10000 [1:43:59<41:16,  1.81it/s]
 55%|█████▌    | 5524/10000 [1:43:59<38:45,  1.92it/s]
 55%|█████▌    | 5525/10000 [1:43:59<36:13,  2.06it/s]
 55%|█████▌    | 5526/10000 [1:44:00<33:41,  2.21it/s]
 55%|█████▌    | 5527/10000 [1:44:00<31:05,  2.40it/s]
 55%|█████▌    | 5528/10000 [1:44:00<28:46,  2.59it/s]
 55%|█████▌    | 5529/10000 [1:44:01<27:09,  2.74it/s]
 55%|█████▌    | 5530/10000 [1:44:01<25:34,  2.91it/s]
 55%|█████▌    | 5531/10000 [1:44:01<24:20,  3.06it/s]
 55%|█████▌    | 5532/10000 [1:44:03<1:03:38,  1.17it/s]
 55%|█████▌    | 5533/10000 [1:44:05<1:26:40,  1.16s/it]
 55%|█████▌    | 5534/10000 [1:44:07<1:40:16,  1.35s/it]
 55%|█████▌    | 5535/10000 [1:44:09<1:47:01,  1.44s/it]
 55%|█████▌    | 5536/10000 [1:44:10<1:50:26,  1.48s/it]
 55%|█████▌    | 5537/10000 [1:44:12<1:50:55,  1.49s/it]
 55%|█████▌    | 5538/10000 [1:44:13<1:50:10,  1.48s/it]
 55%|█████▌    | 5539/10000 [1:44:15<1:48:58,  1.47s/it]
 55%|█████▌    | 5540/10000 [1:44:16<1:49:24,  1.47s/it]
 55%|█████▌    | 5541/10000 [1:44:18<1:48:25,  1.46s/it]
 55%|█████▌    | 5542/10000 [1:44:19<1:45:14,  1.42s/it]
 55%|█████▌    | 5543/10000 [1:44:20<1:41:59,  1.37s/it]
 55%|█████▌    | 5544/10000 [1:44:22<1:39:15,  1.34s/it]
 55%|█████▌    | 5545/10000 [1:44:23<1:38:51,  1.33s/it]
 55%|█████▌    | 5546/10000 [1:44:24<1:37:26,  1.31s/it]
 55%|█████▌    | 5547/10000 [1:44:25<1:35:19,  1.28s/it]
 55%|█████▌    | 5548/10000 [1:44:27<1:33:31,  1.26s/it]
 55%|█████▌    | 5549/10000 [1:44:28<1:31:49,  1.24s/it]
 56%|█████▌    | 5550/10000 [1:44:29<1:29:36,  1.21s/it]
 56%|█████▌    | 5551/10000 [1:44:30<1:27:25,  1.18s/it]
 56%|█████▌    | 5552/10000 [1:44:31<1:25:44,  1.16s/it]
 56%|█████▌    | 5553/10000 [1:44:32<1:23:17,  1.12s/it]
 56%|█████▌    | 5554/10000 [1:44:33<1:21:09,  1.10s/it]
 56%|█████▌    | 5555/10000 [1:44:34<1:19:01,  1.07s/it]
 56%|█████▌    | 5556/10000 [1:44:35<1:16:51,  1.04s/it]
 56%|█████▌    | 5557/10000 [1:44:36<1:15:09,  1.02s/it]
 56%|█████▌    | 5558/10000 [1:44:37<1:11:51,  1.03it/s]
 56%|█████▌    | 5559/10000 [1:44:38<1:10:33,  1.05it/s]
 56%|█████▌    | 5560/10000 [1:44:39<1:09:43,  1.06it/s]
 56%|█████▌    | 5561/10000 [1:44:40<1:06:03,  1.12it/s]
 56%|█████▌    | 5562/10000 [1:44:40<1:03:14,  1.17it/s]
 56%|█████▌    | 5563/10000 [1:44:41<1:00:33,  1.22it/s]
 56%|█████▌    | 5564/10000 [1:44:42<58:06,  1.27it/s]  
 56%|█████▌    | 5565/10000 [1:44:42<55:44,  1.33it/s]
 56%|█████▌    | 5566/10000 [1:44:43<53:37,  1.38it/s]
 56%|█████▌    | 5567/10000 [1:44:44<52:01,  1.42it/s]
 56%|█████▌    | 5568/10000 [1:44:44<49:58,  1.48it/s]
 56%|█████▌    | 5569/10000 [1:44:45<47:46,  1.55it/s]
 56%|█████▌    | 5570/10000 [1:44:45<45:33,  1.62it/s]
 56%|█████▌    | 5571/10000 [1:44:46<45:41,  1.62it/s]
 56%|█████▌    | 5572/10000 [1:44:47<43:54,  1.68it/s]
 56%|█████▌    | 5573/10000 [1:44:47<42:07,  1.75it/s]
 56%|█████▌    | 5574/10000 [1:44:48<39:32,  1.87it/s]
 56%|█████▌    | 5575/10000 [1:44:48<36:57,  2.00it/s]
 56%|█████▌    | 5576/10000 [1:44:48<33:40,  2.19it/s]
 56%|█████▌    | 5577/10000 [1:44:49<32:47,  2.25it/s]
 56%|█████▌    | 5578/10000 [1:44:49<29:44,  2.48it/s]
 56%|█████▌    | 5579/10000 [1:44:49<28:18,  2.60it/s]
 56%|█████▌    | 5580/10000 [1:44:50<27:24,  2.69it/s]
 56%|█████▌    | 5581/10000 [1:44:50<25:35,  2.88it/s]
 56%|█████▌    | 5582/10000 [1:44:52<1:08:31,  1.07it/s]
 56%|█████▌    | 5583/10000 [1:44:54<1:29:30,  1.22s/it]
 56%|█████▌    | 5584/10000 [1:44:56<1:41:20,  1.38s/it]
 56%|█████▌    | 5585/10000 [1:44:58<1:47:39,  1.46s/it]
 56%|█████▌    | 5586/10000 [1:44:59<1:51:32,  1.52s/it]
 56%|█████▌    | 5587/10000 [1:45:01<1:52:15,  1.53s/it]
 56%|█████▌    | 5588/10000 [1:45:02<1:52:12,  1.53s/it]
 56%|█████▌    | 5589/10000 [1:45:04<1:50:51,  1.51s/it]
 56%|█████▌    | 5590/10000 [1:45:05<1:48:52,  1.48s/it]
 56%|█████▌    | 5591/10000 [1:45:07<1:46:28,  1.45s/it]
 56%|█████▌    | 5592/10000 [1:45:08<1:43:55,  1.41s/it]
 56%|█████▌    | 5593/10000 [1:45:09<1:41:43,  1.39s/it]
 56%|█████▌    | 5594/10000 [1:45:11<1:39:18,  1.35s/it]
 56%|█████▌    | 5595/10000 [1:45:12<1:36:57,  1.32s/it]
 56%|█████▌    | 5596/10000 [1:45:13<1:34:43,  1.29s/it]
 56%|█████▌    | 5597/10000 [1:45:14<1:32:01,  1.25s/it]
 56%|█████▌    | 5598/10000 [1:45:15<1:29:29,  1.22s/it]
 56%|█████▌    | 5599/10000 [1:45:16<1:27:00,  1.19s/it]
 56%|█████▌    | 5600/10000 [1:45:18<1:24:38,  1.15s/it]
 56%|█████▌    | 5601/10000 [1:45:19<1:21:43,  1.11s/it]
 56%|█████▌    | 5602/10000 [1:45:20<1:19:00,  1.08s/it]
 56%|█████▌    | 5603/10000 [1:45:21<1:16:21,  1.04s/it]
 56%|█████▌    | 5604/10000 [1:45:21<1:14:00,  1.01s/it]
 56%|█████▌    | 5605/10000 [1:45:22<1:12:13,  1.01it/s]
 56%|█████▌    | 5606/10000 [1:45:23<1:12:59,  1.00it/s]
 56%|█████▌    | 5607/10000 [1:45:24<1:11:30,  1.02it/s]
 56%|█████▌    | 5608/10000 [1:45:25<1:09:47,  1.05it/s]
 56%|█████▌    | 5609/10000 [1:45:26<1:08:14,  1.07it/s]
 56%|█████▌    | 5610/10000 [1:45:27<1:06:16,  1.10it/s]
 56%|█████▌    | 5611/10000 [1:45:28<1:04:39,  1.13it/s]
 56%|█████▌    | 5612/10000 [1:45:29<1:02:52,  1.16it/s]
 56%|█████▌    | 5613/10000 [1:45:29<1:01:17,  1.19it/s]
 56%|█████▌    | 5614/10000 [1:45:30<59:43,  1.22it/s]  
 56%|█████▌    | 5615/10000 [1:45:31<58:09,  1.26it/s]
 56%|█████▌    | 5616/10000 [1:45:32<56:34,  1.29it/s]
 56%|█████▌    | 5617/10000 [1:45:32<53:45,  1.36it/s]
 56%|█████▌    | 5618/10000 [1:45:33<51:42,  1.41it/s]
 56%|█████▌    | 5619/10000 [1:45:33<48:49,  1.50it/s]
 56%|█████▌    | 5620/10000 [1:45:34<46:35,  1.57it/s]
 56%|█████▌    | 5621/10000 [1:45:35<44:15,  1.65it/s]
 56%|█████▌    | 5622/10000 [1:45:35<42:06,  1.73it/s]
 56%|█████▌    | 5623/10000 [1:45:36<39:36,  1.84it/s]
 56%|█████▌    | 5624/10000 [1:45:36<36:52,  1.98it/s]
 56%|█████▋    | 5625/10000 [1:45:36<34:23,  2.12it/s]
 56%|█████▋    | 5626/10000 [1:45:37<31:59,  2.28it/s]
 56%|█████▋    | 5627/10000 [1:45:37<29:28,  2.47it/s]
 56%|█████▋    | 5628/10000 [1:45:37<27:18,  2.67it/s]
 56%|█████▋    | 5629/10000 [1:45:38<25:38,  2.84it/s]
 56%|█████▋    | 5630/10000 [1:45:38<24:24,  2.98it/s]
 56%|█████▋    | 5631/10000 [1:45:38<23:28,  3.10it/s]
 56%|█████▋    | 5632/10000 [1:45:40<1:00:54,  1.20it/s]
 56%|█████▋    | 5633/10000 [1:45:42<1:20:12,  1.10s/it]
 56%|█████▋    | 5634/10000 [1:45:43<1:28:42,  1.22s/it]
 56%|█████▋    | 5635/10000 [1:45:45<1:32:15,  1.27s/it]
 56%|█████▋    | 5636/10000 [1:45:46<1:32:20,  1.27s/it]
 56%|█████▋    | 5637/10000 [1:45:47<1:31:07,  1.25s/it]
 56%|█████▋    | 5638/10000 [1:45:48<1:28:05,  1.21s/it]
 56%|█████▋    | 5639/10000 [1:45:50<1:24:21,  1.16s/it]
 56%|█████▋    | 5640/10000 [1:45:50<1:20:14,  1.10s/it]
 56%|█████▋    | 5641/10000 [1:45:51<1:16:08,  1.05s/it]
 56%|█████▋    | 5642/10000 [1:45:52<1:11:48,  1.01it/s]
 56%|█████▋    | 5643/10000 [1:45:53<1:07:38,  1.07it/s]
 56%|█████▋    | 5644/10000 [1:45:54<1:04:00,  1.13it/s]
 56%|█████▋    | 5645/10000 [1:45:55<59:55,  1.21it/s]  
 56%|█████▋    | 5646/10000 [1:45:55<55:45,  1.30it/s]
 56%|█████▋    | 5647/10000 [1:45:56<51:17,  1.41it/s]
 56%|█████▋    | 5648/10000 [1:45:56<46:46,  1.55it/s]
 56%|█████▋    | 5649/10000 [1:45:57<41:54,  1.73it/s]
 56%|█████▋    | 5650/10000 [1:45:57<36:39,  1.98it/s]
 57%|█████▋    | 5651/10000 [1:45:57<32:12,  2.25it/s]
 57%|█████▋    | 5652/10000 [1:45:58<27:28,  2.64it/s]
 57%|█████▋    | 5653/10000 [1:46:00<1:05:35,  1.10it/s]
 57%|█████▋    | 5654/10000 [1:46:02<1:27:40,  1.21s/it]
 57%|█████▋    | 5655/10000 [1:46:03<1:40:12,  1.38s/it]
 57%|█████▋    | 5656/10000 [1:46:05<1:46:26,  1.47s/it]
 57%|█████▋    | 5657/10000 [1:46:07<1:49:38,  1.51s/it]
 57%|█████▋    | 5658/10000 [1:46:08<1:50:50,  1.53s/it]
 57%|█████▋    | 5659/10000 [1:46:10<1:49:56,  1.52s/it]
 57%|█████▋    | 5660/10000 [1:46:11<1:48:01,  1.49s/it]
 57%|█████▋    | 5661/10000 [1:46:13<1:45:41,  1.46s/it]
 57%|█████▋    | 5662/10000 [1:46:14<1:43:21,  1.43s/it]
 57%|█████▋    | 5663/10000 [1:46:15<1:40:56,  1.40s/it]
 57%|█████▋    | 5664/10000 [1:46:16<1:38:31,  1.36s/it]
 57%|█████▋    | 5665/10000 [1:46:18<1:36:11,  1.33s/it]
 57%|█████▋    | 5666/10000 [1:46:19<1:33:42,  1.30s/it]
 57%|█████▋    | 5667/10000 [1:46:20<1:31:02,  1.26s/it]
 57%|█████▋    | 5668/10000 [1:46:21<1:28:32,  1.23s/it]
 57%|█████▋    | 5669/10000 [1:46:22<1:26:17,  1.20s/it]
 57%|█████▋    | 5670/10000 [1:46:23<1:23:39,  1.16s/it]
 57%|█████▋    | 5671/10000 [1:46:25<1:21:14,  1.13s/it]
 57%|█████▋    | 5672/10000 [1:46:26<1:19:03,  1.10s/it]
 57%|█████▋    | 5673/10000 [1:46:27<1:16:42,  1.06s/it]
 57%|█████▋    | 5674/10000 [1:46:28<1:14:47,  1.04s/it]
 57%|█████▋    | 5675/10000 [1:46:28<1:12:42,  1.01s/it]
 57%|█████▋    | 5676/10000 [1:46:29<1:10:41,  1.02it/s]
 57%|█████▋    | 5677/10000 [1:46:30<1:09:06,  1.04it/s]
 57%|█████▋    | 5678/10000 [1:46:31<1:07:10,  1.07it/s]
 57%|█████▋    | 5679/10000 [1:46:32<1:04:43,  1.11it/s]
 57%|█████▋    | 5680/10000 [1:46:33<1:02:48,  1.15it/s]
 57%|█████▋    | 5681/10000 [1:46:34<1:01:04,  1.18it/s]
 57%|█████▋    | 5682/10000 [1:46:34<59:40,  1.21it/s]  
 57%|█████▋    | 5683/10000 [1:46:35<58:16,  1.23it/s]
 57%|█████▋    | 5684/10000 [1:46:36<56:51,  1.27it/s]
 57%|█████▋    | 5685/10000 [1:46:37<55:04,  1.31it/s]
 57%|█████▋    | 5686/10000 [1:46:37<53:34,  1.34it/s]
 57%|█████▋    | 5687/10000 [1:46:38<51:59,  1.38it/s]
 57%|█████▋    | 5688/10000 [1:46:39<50:18,  1.43it/s]
 57%|█████▋    | 5689/10000 [1:46:39<49:16,  1.46it/s]
 57%|█████▋    | 5690/10000 [1:46:40<47:17,  1.52it/s]
 57%|█████▋    | 5691/10000 [1:46:40<44:57,  1.60it/s]
 57%|█████▋    | 5692/10000 [1:46:41<42:55,  1.67it/s]
 57%|█████▋    | 5693/10000 [1:46:41<40:48,  1.76it/s]
 57%|█████▋    | 5694/10000 [1:46:42<38:16,  1.87it/s]
 57%|█████▋    | 5695/10000 [1:46:42<36:13,  1.98it/s]
 57%|█████▋    | 5696/10000 [1:46:43<34:10,  2.10it/s]
 57%|█████▋    | 5697/10000 [1:46:43<31:56,  2.24it/s]
 57%|█████▋    | 5698/10000 [1:46:43<29:31,  2.43it/s]
 57%|█████▋    | 5699/10000 [1:46:44<27:20,  2.62it/s]
 57%|█████▋    | 5700/10000 [1:46:44<25:32,  2.81it/s]
 57%|█████▋    | 5701/10000 [1:46:44<24:12,  2.96it/s]
 57%|█████▋    | 5702/10000 [1:46:45<23:12,  3.09it/s]
 57%|█████▋    | 5703/10000 [1:46:47<1:01:53,  1.16it/s]
 57%|█████▋    | 5704/10000 [1:46:49<1:25:04,  1.19s/it]
 57%|█████▋    | 5705/10000 [1:46:51<1:39:40,  1.39s/it]
 57%|█████▋    | 5706/10000 [1:46:52<1:46:18,  1.49s/it]
 57%|█████▋    | 5707/10000 [1:46:54<1:48:54,  1.52s/it]
 57%|█████▋    | 5708/10000 [1:46:55<1:49:46,  1.53s/it]
 57%|█████▋    | 5709/10000 [1:46:57<1:48:38,  1.52s/it]
 57%|█████▋    | 5710/10000 [1:46:58<1:46:40,  1.49s/it]
 57%|█████▋    | 5711/10000 [1:47:00<1:44:44,  1.47s/it]
 57%|█████▋    | 5712/10000 [1:47:01<1:42:20,  1.43s/it]
 57%|█████▋    | 5713/10000 [1:47:02<1:39:51,  1.40s/it]
 57%|█████▋    | 5714/10000 [1:47:04<1:37:09,  1.36s/it]
 57%|█████▋    | 5715/10000 [1:47:05<1:34:56,  1.33s/it]
 57%|█████▋    | 5716/10000 [1:47:06<1:32:21,  1.29s/it]
 57%|█████▋    | 5717/10000 [1:47:07<1:29:04,  1.25s/it]
 57%|█████▋    | 5718/10000 [1:47:08<1:26:32,  1.21s/it]
 57%|█████▋    | 5719/10000 [1:47:10<1:24:20,  1.18s/it]
 57%|█████▋    | 5720/10000 [1:47:11<1:21:55,  1.15s/it]
 57%|█████▋    | 5721/10000 [1:47:12<1:19:39,  1.12s/it]
 57%|█████▋    | 5722/10000 [1:47:13<1:17:24,  1.09s/it]
 57%|█████▋    | 5723/10000 [1:47:14<1:15:26,  1.06s/it]
 57%|█████▋    | 5724/10000 [1:47:15<1:13:19,  1.03s/it]
 57%|█████▋    | 5725/10000 [1:47:16<1:11:32,  1.00s/it]
 57%|█████▋    | 5726/10000 [1:47:16<1:09:30,  1.02it/s]
 57%|█████▋    | 5727/10000 [1:47:17<1:07:21,  1.06it/s]
 57%|█████▋    | 5728/10000 [1:47:18<1:05:59,  1.08it/s]
 57%|█████▋    | 5729/10000 [1:47:19<1:04:02,  1.11it/s]
 57%|█████▋    | 5730/10000 [1:47:20<1:02:27,  1.14it/s]
 57%|█████▋    | 5731/10000 [1:47:21<1:01:35,  1.16it/s]
 57%|█████▋    | 5732/10000 [1:47:22<1:00:13,  1.18it/s]
 57%|█████▋    | 5733/10000 [1:47:22<58:52,  1.21it/s]  
 57%|█████▋    | 5734/10000 [1:47:23<57:38,  1.23it/s]
 57%|█████▋    | 5735/10000 [1:47:24<56:04,  1.27it/s]
 57%|█████▋    | 5736/10000 [1:47:25<54:17,  1.31it/s]
 57%|█████▋    | 5737/10000 [1:47:25<52:45,  1.35it/s]
 57%|█████▋    | 5738/10000 [1:47:26<51:18,  1.38it/s]
 57%|█████▋    | 5739/10000 [1:47:27<49:24,  1.44it/s]
 57%|█████▋    | 5740/10000 [1:47:27<47:26,  1.50it/s]
 57%|█████▋    | 5741/10000 [1:47:28<45:31,  1.56it/s]
 57%|█████▋    | 5742/10000 [1:47:28<43:19,  1.64it/s]
 57%|█████▋    | 5743/10000 [1:47:29<41:33,  1.71it/s]
 57%|█████▋    | 5744/10000 [1:47:29<39:37,  1.79it/s]
 57%|█████▋    | 5745/10000 [1:47:30<37:26,  1.89it/s]
 57%|█████▋    | 5746/10000 [1:47:30<35:10,  2.02it/s]
 57%|█████▋    | 5747/10000 [1:47:31<32:38,  2.17it/s]
 57%|█████▋    | 5748/10000 [1:47:31<30:06,  2.35it/s]
 57%|█████▋    | 5749/10000 [1:47:31<27:57,  2.53it/s]
 57%|█████▊    | 5750/10000 [1:47:32<26:14,  2.70it/s]
 58%|█████▊    | 5751/10000 [1:47:32<24:32,  2.89it/s]
 58%|█████▊    | 5752/10000 [1:47:32<23:19,  3.04it/s]
 58%|█████▊    | 5753/10000 [1:47:34<1:02:37,  1.13it/s]
 58%|█████▊    | 5754/10000 [1:47:36<1:24:34,  1.20s/it]
 58%|█████▊    | 5755/10000 [1:47:38<1:37:29,  1.38s/it]
 58%|█████▊    | 5756/10000 [1:47:40<1:45:32,  1.49s/it]
 58%|█████▊    | 5757/10000 [1:47:41<1:48:53,  1.54s/it]
 58%|█████▊    | 5758/10000 [1:47:43<1:49:29,  1.55s/it]
 58%|█████▊    | 5759/10000 [1:47:45<1:50:16,  1.56s/it]
 58%|█████▊    | 5760/10000 [1:47:46<1:48:46,  1.54s/it]
 58%|█████▊    | 5761/10000 [1:47:47<1:46:30,  1.51s/it]
 58%|█████▊    | 5762/10000 [1:47:49<1:44:40,  1.48s/it]
 58%|█████▊    | 5763/10000 [1:47:50<1:43:28,  1.47s/it]
 58%|█████▊    | 5764/10000 [1:47:52<1:41:42,  1.44s/it]
 58%|█████▊    | 5765/10000 [1:47:53<1:39:28,  1.41s/it]
 58%|█████▊    | 5766/10000 [1:47:54<1:36:56,  1.37s/it]
 58%|█████▊    | 5767/10000 [1:47:56<1:33:19,  1.32s/it]
 58%|█████▊    | 5768/10000 [1:47:57<1:30:00,  1.28s/it]
 58%|█████▊    | 5769/10000 [1:47:58<1:27:10,  1.24s/it]
 58%|█████▊    | 5770/10000 [1:47:59<1:24:46,  1.20s/it]
 58%|█████▊    | 5771/10000 [1:48:00<1:22:24,  1.17s/it]
 58%|█████▊    | 5772/10000 [1:48:01<1:20:24,  1.14s/it]
 58%|█████▊    | 5773/10000 [1:48:02<1:18:17,  1.11s/it]
 58%|█████▊    | 5774/10000 [1:48:03<1:16:07,  1.08s/it]
 58%|█████▊    | 5775/10000 [1:48:04<1:14:24,  1.06s/it]
 58%|█████▊    | 5776/10000 [1:48:05<1:12:31,  1.03s/it]
 58%|█████▊    | 5777/10000 [1:48:06<1:10:25,  1.00s/it]
 58%|█████▊    | 5778/10000 [1:48:07<1:08:55,  1.02it/s]
 58%|█████▊    | 5779/10000 [1:48:08<1:06:28,  1.06it/s]
 58%|█████▊    | 5780/10000 [1:48:09<1:04:32,  1.09it/s]
 58%|█████▊    | 5781/10000 [1:48:10<1:03:19,  1.11it/s]
 58%|█████▊    | 5782/10000 [1:48:10<1:01:33,  1.14it/s]
 58%|█████▊    | 5783/10000 [1:48:11<59:58,  1.17it/s]  
 58%|█████▊    | 5784/10000 [1:48:12<57:57,  1.21it/s]
 58%|█████▊    | 5785/10000 [1:48:13<56:31,  1.24it/s]
 58%|█████▊    | 5786/10000 [1:48:14<55:19,  1.27it/s]
 58%|█████▊    | 5787/10000 [1:48:14<54:14,  1.29it/s]
 58%|█████▊    | 5788/10000 [1:48:15<52:54,  1.33it/s]
 58%|█████▊    | 5789/10000 [1:48:16<51:25,  1.36it/s]
 58%|█████▊    | 5790/10000 [1:48:16<49:16,  1.42it/s]
 58%|█████▊    | 5791/10000 [1:48:17<46:57,  1.49it/s]
 58%|█████▊    | 5792/10000 [1:48:17<44:46,  1.57it/s]
 58%|█████▊    | 5793/10000 [1:48:18<42:26,  1.65it/s]
 58%|█████▊    | 5794/10000 [1:48:18<39:46,  1.76it/s]
 58%|█████▊    | 5795/10000 [1:48:19<37:07,  1.89it/s]
 58%|█████▊    | 5796/10000 [1:48:19<34:47,  2.01it/s]
 58%|█████▊    | 5797/10000 [1:48:20<32:43,  2.14it/s]
 58%|█████▊    | 5798/10000 [1:48:20<30:35,  2.29it/s]
 58%|█████▊    | 5799/10000 [1:48:20<28:32,  2.45it/s]
 58%|█████▊    | 5800/10000 [1:48:21<27:00,  2.59it/s]
 58%|█████▊    | 5801/10000 [1:48:21<26:02,  2.69it/s]
 58%|█████▊    | 5802/10000 [1:48:21<25:12,  2.78it/s]
 58%|█████▊    | 5803/10000 [1:48:24<1:04:25,  1.09it/s]
 58%|█████▊    | 5804/10000 [1:48:26<1:26:33,  1.24s/it]
 58%|█████▊    | 5805/10000 [1:48:27<1:38:41,  1.41s/it]
 58%|█████▊    | 5806/10000 [1:48:29<1:45:08,  1.50s/it]
 58%|█████▊    | 5807/10000 [1:48:31<1:47:59,  1.55s/it]
 58%|█████▊    | 5808/10000 [1:48:32<1:49:23,  1.57s/it]
 58%|█████▊    | 5809/10000 [1:48:34<1:50:33,  1.58s/it]
 58%|█████▊    | 5810/10000 [1:48:36<1:49:33,  1.57s/it]
 58%|█████▊    | 5811/10000 [1:48:37<1:47:30,  1.54s/it]
 58%|█████▊    | 5812/10000 [1:48:38<1:45:00,  1.50s/it]
 58%|█████▊    | 5813/10000 [1:48:40<1:42:16,  1.47s/it]
 58%|█████▊    | 5814/10000 [1:48:41<1:40:01,  1.43s/it]
 58%|█████▊    | 5815/10000 [1:48:43<1:37:31,  1.40s/it]
 58%|█████▊    | 5816/10000 [1:48:44<1:35:02,  1.36s/it]
 58%|█████▊    | 5817/10000 [1:48:45<1:32:37,  1.33s/it]
 58%|█████▊    | 5818/10000 [1:48:46<1:30:16,  1.30s/it]
 58%|█████▊    | 5819/10000 [1:48:47<1:27:29,  1.26s/it]
 58%|█████▊    | 5820/10000 [1:48:49<1:25:17,  1.22s/it]
 58%|█████▊    | 5821/10000 [1:48:50<1:23:07,  1.19s/it]
 58%|█████▊    | 5822/10000 [1:48:51<1:20:25,  1.16s/it]
 58%|█████▊    | 5823/10000 [1:48:52<1:18:06,  1.12s/it]
 58%|█████▊    | 5824/10000 [1:48:53<1:16:17,  1.10s/it]
 58%|█████▊    | 5825/10000 [1:48:54<1:13:51,  1.06s/it]
 58%|█████▊    | 5826/10000 [1:48:55<1:11:24,  1.03s/it]
 58%|█████▊    | 5827/10000 [1:48:56<1:09:43,  1.00s/it]
 58%|█████▊    | 5828/10000 [1:48:57<1:07:44,  1.03it/s]
 58%|█████▊    | 5829/10000 [1:48:58<1:06:07,  1.05it/s]
 58%|█████▊    | 5830/10000 [1:48:58<1:04:14,  1.08it/s]
 58%|█████▊    | 5831/10000 [1:48:59<1:02:21,  1.11it/s]
 58%|█████▊    | 5832/10000 [1:49:00<1:00:44,  1.14it/s]
 58%|█████▊    | 5833/10000 [1:49:01<59:16,  1.17it/s]  
 58%|█████▊    | 5834/10000 [1:49:02<57:59,  1.20it/s]
 58%|█████▊    | 5835/10000 [1:49:02<56:20,  1.23it/s]
 58%|█████▊    | 5836/10000 [1:49:03<54:54,  1.26it/s]
 58%|█████▊    | 5837/10000 [1:49:04<53:35,  1.29it/s]
 58%|█████▊    | 5838/10000 [1:49:05<52:19,  1.33it/s]
 58%|█████▊    | 5839/10000 [1:49:05<50:41,  1.37it/s]
 58%|█████▊    | 5840/10000 [1:49:06<49:33,  1.40it/s]
 58%|█████▊    | 5841/10000 [1:49:07<47:16,  1.47it/s]
 58%|█████▊    | 5842/10000 [1:49:07<45:16,  1.53it/s]
 58%|█████▊    | 5843/10000 [1:49:08<42:59,  1.61it/s]
 58%|█████▊    | 5844/10000 [1:49:08<40:47,  1.70it/s]
 58%|█████▊    | 5845/10000 [1:49:09<38:35,  1.79it/s]
 58%|█████▊    | 5846/10000 [1:49:09<36:03,  1.92it/s]
 58%|█████▊    | 5847/10000 [1:49:09<33:34,  2.06it/s]
 58%|█████▊    | 5848/10000 [1:49:10<31:09,  2.22it/s]
 58%|█████▊    | 5849/10000 [1:49:10<28:59,  2.39it/s]
 58%|█████▊    | 5850/10000 [1:49:11<27:07,  2.55it/s]
 59%|█████▊    | 5851/10000 [1:49:11<25:33,  2.71it/s]
 59%|█████▊    | 5852/10000 [1:49:11<24:39,  2.80it/s]
 59%|█████▊    | 5853/10000 [1:49:13<1:03:08,  1.09it/s]
 59%|█████▊    | 5854/10000 [1:49:15<1:25:23,  1.24s/it]
 59%|█████▊    | 5855/10000 [1:49:17<1:37:42,  1.41s/it]
 59%|█████▊    | 5856/10000 [1:49:19<1:44:03,  1.51s/it]
 59%|█████▊    | 5857/10000 [1:49:21<1:47:18,  1.55s/it]
 59%|█████▊    | 5858/10000 [1:49:22<1:47:49,  1.56s/it]
 59%|█████▊    | 5859/10000 [1:49:24<1:47:03,  1.55s/it]
 59%|█████▊    | 5860/10000 [1:49:25<1:44:48,  1.52s/it]
 59%|█████▊    | 5861/10000 [1:49:27<1:41:45,  1.48s/it]
 59%|█████▊    | 5862/10000 [1:49:28<1:38:50,  1.43s/it]
 59%|█████▊    | 5863/10000 [1:49:29<1:36:27,  1.40s/it]
 59%|█████▊    | 5864/10000 [1:49:30<1:34:20,  1.37s/it]
 59%|█████▊    | 5865/10000 [1:49:32<1:32:06,  1.34s/it]
 59%|█████▊    | 5866/10000 [1:49:33<1:29:46,  1.30s/it]
 59%|█████▊    | 5867/10000 [1:49:34<1:27:00,  1.26s/it]
 59%|█████▊    | 5868/10000 [1:49:35<1:24:42,  1.23s/it]
 59%|█████▊    | 5869/10000 [1:49:36<1:22:49,  1.20s/it]
 59%|█████▊    | 5870/10000 [1:49:37<1:20:03,  1.16s/it]
 59%|█████▊    | 5871/10000 [1:49:39<1:18:26,  1.14s/it]
 59%|█████▊    | 5872/10000 [1:49:40<1:15:40,  1.10s/it]
 59%|█████▊    | 5873/10000 [1:49:41<1:13:23,  1.07s/it]
 59%|█████▊    | 5874/10000 [1:49:42<1:11:36,  1.04s/it]
 59%|█████▉    | 5875/10000 [1:49:42<1:09:26,  1.01s/it]
 59%|█████▉    | 5876/10000 [1:49:43<1:08:04,  1.01it/s]
 59%|█████▉    | 5877/10000 [1:49:44<1:06:10,  1.04it/s]
 59%|█████▉    | 5878/10000 [1:49:45<1:04:00,  1.07it/s]
 59%|█████▉    | 5879/10000 [1:49:46<1:02:15,  1.10it/s]
 59%|█████▉    | 5880/10000 [1:49:47<1:00:40,  1.13it/s]
 59%|█████▉    | 5881/10000 [1:49:48<59:01,  1.16it/s]  
 59%|█████▉    | 5882/10000 [1:49:48<57:34,  1.19it/s]
 59%|█████▉    | 5883/10000 [1:49:49<56:32,  1.21it/s]
 59%|█████▉    | 5884/10000 [1:49:50<55:10,  1.24it/s]
 59%|█████▉    | 5885/10000 [1:49:51<54:00,  1.27it/s]
 59%|█████▉    | 5886/10000 [1:49:51<52:50,  1.30it/s]
 59%|█████▉    | 5887/10000 [1:49:52<51:14,  1.34it/s]
 59%|█████▉    | 5888/10000 [1:49:53<49:40,  1.38it/s]
 59%|█████▉    | 5889/10000 [1:49:53<47:39,  1.44it/s]
 59%|█████▉    | 5890/10000 [1:49:54<45:40,  1.50it/s]
 59%|█████▉    | 5891/10000 [1:49:55<43:33,  1.57it/s]
 59%|█████▉    | 5892/10000 [1:49:55<41:28,  1.65it/s]
 59%|█████▉    | 5893/10000 [1:49:56<39:25,  1.74it/s]
 59%|█████▉    | 5894/10000 [1:49:56<36:59,  1.85it/s]
 59%|█████▉    | 5895/10000 [1:49:57<34:45,  1.97it/s]
 59%|█████▉    | 5896/10000 [1:49:57<32:37,  2.10it/s]
 59%|█████▉    | 5897/10000 [1:49:57<30:24,  2.25it/s]
 59%|█████▉    | 5898/10000 [1:49:58<28:24,  2.41it/s]
 59%|█████▉    | 5899/10000 [1:49:58<26:48,  2.55it/s]
 59%|█████▉    | 5900/10000 [1:49:58<25:33,  2.67it/s]
 59%|█████▉    | 5901/10000 [1:49:59<24:22,  2.80it/s]
 59%|█████▉    | 5902/10000 [1:49:59<23:27,  2.91it/s]
 59%|█████▉    | 5903/10000 [1:50:01<1:00:30,  1.13it/s]
 59%|█████▉    | 5904/10000 [1:50:03<1:21:55,  1.20s/it]
 59%|█████▉    | 5905/10000 [1:50:05<1:34:58,  1.39s/it]
 59%|█████▉    | 5906/10000 [1:50:07<1:41:32,  1.49s/it]
 59%|█████▉    | 5907/10000 [1:50:08<1:44:28,  1.53s/it]
 59%|█████▉    | 5908/10000 [1:50:10<1:45:24,  1.55s/it]
 59%|█████▉    | 5909/10000 [1:50:11<1:45:01,  1.54s/it]
 59%|█████▉    | 5910/10000 [1:50:13<1:43:09,  1.51s/it]
 59%|█████▉    | 5911/10000 [1:50:14<1:41:10,  1.48s/it]
 59%|█████▉    | 5912/10000 [1:50:16<1:38:46,  1.45s/it]
 59%|█████▉    | 5913/10000 [1:50:17<1:36:46,  1.42s/it]
 59%|█████▉    | 5914/10000 [1:50:18<1:34:35,  1.39s/it]
 59%|█████▉    | 5915/10000 [1:50:20<1:32:14,  1.35s/it]
 59%|█████▉    | 5916/10000 [1:50:21<1:30:07,  1.32s/it]
 59%|█████▉    | 5917/10000 [1:50:22<1:27:16,  1.28s/it]
 59%|█████▉    | 5918/10000 [1:50:23<1:24:31,  1.24s/it]
 59%|█████▉    | 5919/10000 [1:50:24<1:22:18,  1.21s/it]
 59%|█████▉    | 5920/10000 [1:50:25<1:19:55,  1.18s/it]
 59%|█████▉    | 5921/10000 [1:50:26<1:17:43,  1.14s/it]
 59%|█████▉    | 5922/10000 [1:50:27<1:15:44,  1.11s/it]
 59%|█████▉    | 5923/10000 [1:50:29<1:13:50,  1.09s/it]
 59%|█████▉    | 5924/10000 [1:50:30<1:12:16,  1.06s/it]
 59%|█████▉    | 5925/10000 [1:50:30<1:10:25,  1.04s/it]
 59%|█████▉    | 5926/10000 [1:50:31<1:08:28,  1.01s/it]
 59%|█████▉    | 5927/10000 [1:50:32<1:06:46,  1.02it/s]
 59%|█████▉    | 5928/10000 [1:50:33<1:04:46,  1.05it/s]
 59%|█████▉    | 5929/10000 [1:50:34<1:02:46,  1.08it/s]
 59%|█████▉    | 5930/10000 [1:50:35<1:00:55,  1.11it/s]
 59%|█████▉    | 5931/10000 [1:50:36<59:24,  1.14it/s]  
 59%|█████▉    | 5932/10000 [1:50:37<58:13,  1.16it/s]
 59%|█████▉    | 5933/10000 [1:50:37<57:26,  1.18it/s]
 59%|█████▉    | 5934/10000 [1:50:38<55:55,  1.21it/s]
 59%|█████▉    | 5935/10000 [1:50:39<54:15,  1.25it/s]
 59%|█████▉    | 5936/10000 [1:50:40<52:38,  1.29it/s]
 59%|█████▉    | 5937/10000 [1:50:40<51:39,  1.31it/s]
 59%|█████▉    | 5938/10000 [1:50:41<50:08,  1.35it/s]
 59%|█████▉    | 5939/10000 [1:50:42<48:42,  1.39it/s]
 59%|█████▉    | 5940/10000 [1:50:42<46:35,  1.45it/s]
 59%|█████▉    | 5941/10000 [1:50:43<44:43,  1.51it/s]
 59%|█████▉    | 5942/10000 [1:50:44<42:46,  1.58it/s]
 59%|█████▉    | 5943/10000 [1:50:44<40:56,  1.65it/s]
 59%|█████▉    | 5944/10000 [1:50:45<38:32,  1.75it/s]
 59%|█████▉    | 5945/10000 [1:50:45<36:22,  1.86it/s]
 59%|█████▉    | 5946/10000 [1:50:45<34:16,  1.97it/s]
 59%|█████▉    | 5947/10000 [1:50:46<32:04,  2.11it/s]
 59%|█████▉    | 5948/10000 [1:50:46<30:05,  2.24it/s]
 59%|█████▉    | 5949/10000 [1:50:47<27:58,  2.41it/s]
 60%|█████▉    | 5950/10000 [1:50:47<26:05,  2.59it/s]
 60%|█████▉    | 5951/10000 [1:50:47<24:39,  2.74it/s]
 60%|█████▉    | 5952/10000 [1:50:48<23:33,  2.86it/s]
 60%|█████▉    | 5953/10000 [1:50:50<1:00:35,  1.11it/s]
 60%|█████▉    | 5954/10000 [1:50:52<1:23:06,  1.23s/it]
 60%|█████▉    | 5955/10000 [1:50:54<1:35:43,  1.42s/it]
 60%|█████▉    | 5956/10000 [1:50:55<1:40:45,  1.49s/it]
 60%|█████▉    | 5957/10000 [1:50:57<1:43:43,  1.54s/it]
 60%|█████▉    | 5958/10000 [1:50:58<1:43:56,  1.54s/it]
 60%|█████▉    | 5959/10000 [1:51:00<1:42:58,  1.53s/it]
 60%|█████▉    | 5960/10000 [1:51:01<1:41:44,  1.51s/it]
 60%|█████▉    | 5961/10000 [1:51:03<1:39:20,  1.48s/it]
 60%|█████▉    | 5962/10000 [1:51:04<1:37:24,  1.45s/it]
 60%|█████▉    | 5963/10000 [1:51:05<1:34:52,  1.41s/it]
 60%|█████▉    | 5964/10000 [1:51:07<1:32:17,  1.37s/it]
 60%|█████▉    | 5965/10000 [1:51:08<1:29:38,  1.33s/it]
 60%|█████▉    | 5966/10000 [1:51:09<1:27:16,  1.30s/it]
 60%|█████▉    | 5967/10000 [1:51:10<1:24:58,  1.26s/it]
 60%|█████▉    | 5968/10000 [1:51:12<1:22:44,  1.23s/it]
 60%|█████▉    | 5969/10000 [1:51:13<1:20:43,  1.20s/it]
 60%|█████▉    | 5970/10000 [1:51:14<1:18:19,  1.17s/it]
 60%|█████▉    | 5971/10000 [1:51:15<1:16:15,  1.14s/it]
 60%|█████▉    | 5972/10000 [1:51:16<1:13:35,  1.10s/it]
 60%|█████▉    | 5973/10000 [1:51:17<1:11:20,  1.06s/it]
 60%|█████▉    | 5974/10000 [1:51:18<1:09:25,  1.03s/it]
 60%|█████▉    | 5975/10000 [1:51:19<1:07:17,  1.00s/it]
 60%|█████▉    | 5976/10000 [1:51:20<1:05:43,  1.02it/s]
 60%|█████▉    | 5977/10000 [1:51:21<1:04:07,  1.05it/s]
 60%|█████▉    | 5978/10000 [1:51:21<1:02:02,  1.08it/s]
 60%|█████▉    | 5979/10000 [1:51:22<1:00:02,  1.12it/s]
 60%|█████▉    | 5980/10000 [1:51:23<58:18,  1.15it/s]  
 60%|█████▉    | 5981/10000 [1:51:24<56:42,  1.18it/s]
 60%|█████▉    | 5982/10000 [1:51:25<55:15,  1.21it/s]
 60%|█████▉    | 5983/10000 [1:51:25<54:17,  1.23it/s]
 60%|█████▉    | 5984/10000 [1:51:26<52:44,  1.27it/s]
 60%|█████▉    | 5985/10000 [1:51:27<51:23,  1.30it/s]
 60%|█████▉    | 5986/10000 [1:51:28<49:58,  1.34it/s]
 60%|█████▉    | 5987/10000 [1:51:28<48:57,  1.37it/s]
 60%|█████▉    | 5988/10000 [1:51:29<47:19,  1.41it/s]
 60%|█████▉    | 5989/10000 [1:51:30<46:27,  1.44it/s]
 60%|█████▉    | 5990/10000 [1:51:30<44:34,  1.50it/s]
 60%|█████▉    | 5991/10000 [1:51:31<42:55,  1.56it/s]
 60%|█████▉    | 5992/10000 [1:51:31<41:10,  1.62it/s]
 60%|█████▉    | 5993/10000 [1:51:32<39:26,  1.69it/s]
 60%|█████▉    | 5994/10000 [1:51:32<37:57,  1.76it/s]
 60%|█████▉    | 5995/10000 [1:51:33<35:41,  1.87it/s]
 60%|█████▉    | 5996/10000 [1:51:33<33:38,  1.98it/s]
 60%|█████▉    | 5997/10000 [1:51:34<31:45,  2.10it/s]
 60%|█████▉    | 5998/10000 [1:51:34<29:49,  2.24it/s]
 60%|█████▉    | 5999/10000 [1:51:34<27:48,  2.40it/s]
 60%|██████    | 6000/10000 [1:51:35<26:04,  2.56it/s]
                                                      

 60%|██████    | 6000/10000 [1:51:35<26:04,  2.56it/s]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 = 2822
  Batch size = 12
{'eval_loss': 0.6670752167701721, 'eval_wer': 0.2095291479820628, 'eval_runtime': 88.0544, 'eval_samples_per_second': 32.048, 'eval_steps_per_second': 2.68, 'epoch': 11.68}
{'loss': 0.3436, 'learning_rate': 4.4466666666666666e-05, 'epoch': 12.74}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:41,  5.63it/s]

  1%|▏         | 3/236 [00:00<01:08,  3.38it/s]

  2%|▏         | 4/236 [00:01<01:09,  3.36it/s]

  2%|▏         | 5/236 [00:01<01:12,  3.19it/s]

  3%|▎         | 6/236 [00:01<01:15,  3.06it/s]

  3%|▎         | 7/236 [00:02<01:19,  2.90it/s]

  3%|▎         | 8/236 [00:02<01:19,  2.86it/s]

  4%|▍         | 9/236 [00:02<01:15,  3.00it/s]

  4%|▍         | 10/236 [00:03<01:19,  2.86it/s]

  5%|▍         | 11/236 [00:03<01:23,  2.69it/s]

  5%|▌         | 12/236 [00:03<01:20,  2.80it/s]

  6%|▌         | 13/236 [00:04<01:21,  2.72it/s]

  6%|▌         | 14/236 [00:04<01:23,  2.65it/s]

  6%|▋         | 15/236 [00:05<01:24,  2.63it/s]

  7%|▋         | 16/236 [00:05<01:27,  2.51it/s]

  7%|▋         | 17/236 [00:06<01:28,  2.48it/s]

  8%|▊         | 18/236 [00:06<01:28,  2.46it/s]

  8%|▊         | 19/236 [00:06<01:23,  2.59it/s]

  8%|▊         | 20/236 [00:07<01:30,  2.40it/s]

  9%|▉         | 21/236 [00:07<01:27,  2.45it/s]

  9%|▉         | 22/236 [00:08<01:27,  2.44it/s]

 10%|▉         | 23/236 [00:08<01:22,  2.57it/s]

 10%|█         | 24/236 [00:08<01:18,  2.71it/s]

 11%|█         | 25/236 [00:09<01:12,  2.92it/s]

 11%|█         | 26/236 [00:09<01:17,  2.71it/s]

 11%|█▏        | 27/236 [00:09<01:13,  2.84it/s]

 12%|█▏        | 28/236 [00:10<01:13,  2.84it/s]

 12%|█▏        | 29/236 [00:10<01:11,  2.90it/s]

 13%|█▎        | 30/236 [00:10<01:09,  2.95it/s]

 13%|█▎        | 31/236 [00:11<01:13,  2.78it/s]

 14%|█▎        | 32/236 [00:11<01:20,  2.53it/s]

 14%|█▍        | 33/236 [00:12<01:22,  2.47it/s]

 14%|█▍        | 34/236 [00:12<01:19,  2.54it/s]

 15%|█▍        | 35/236 [00:12<01:17,  2.61it/s]

 15%|█▌        | 36/236 [00:13<01:17,  2.58it/s]

 16%|█▌        | 37/236 [00:13<01:18,  2.55it/s]

 16%|█▌        | 38/236 [00:13<01:12,  2.73it/s]

 17%|█▋        | 39/236 [00:14<01:17,  2.53it/s]

 17%|█▋        | 40/236 [00:14<01:21,  2.39it/s]

 17%|█▋        | 41/236 [00:15<01:22,  2.38it/s]

 18%|█▊        | 42/236 [00:15<01:24,  2.28it/s]

 18%|█▊        | 43/236 [00:16<01:24,  2.28it/s]

 19%|█▊        | 44/236 [00:16<01:23,  2.29it/s]

 19%|█▉        | 45/236 [00:16<01:18,  2.42it/s]

 19%|█▉        | 46/236 [00:17<01:18,  2.42it/s]

 20%|█▉        | 47/236 [00:17<01:20,  2.35it/s]

 20%|██        | 48/236 [00:18<01:15,  2.51it/s]

 21%|██        | 49/236 [00:18<01:22,  2.26it/s]

 21%|██        | 50/236 [00:19<01:20,  2.31it/s]

 22%|██▏       | 51/236 [00:19<01:16,  2.42it/s]

 22%|██▏       | 52/236 [00:19<01:13,  2.49it/s]

 22%|██▏       | 53/236 [00:20<01:19,  2.30it/s]

 23%|██▎       | 54/236 [00:20<01:16,  2.37it/s]

 23%|██▎       | 55/236 [00:21<01:13,  2.48it/s]

 24%|██▎       | 56/236 [00:21<01:13,  2.45it/s]

 24%|██▍       | 57/236 [00:21<01:13,  2.44it/s]

 25%|██▍       | 58/236 [00:22<01:10,  2.53it/s]

 25%|██▌       | 59/236 [00:22<01:08,  2.59it/s]

 25%|██▌       | 60/236 [00:23<01:10,  2.51it/s]

 26%|██▌       | 61/236 [00:23<01:07,  2.61it/s]

 26%|██▋       | 62/236 [00:23<01:04,  2.70it/s]

 27%|██▋       | 63/236 [00:24<01:06,  2.60it/s]

 27%|██▋       | 64/236 [00:24<01:07,  2.56it/s]

 28%|██▊       | 65/236 [00:25<01:08,  2.49it/s]

 28%|██▊       | 66/236 [00:25<01:03,  2.66it/s]

 28%|██▊       | 67/236 [00:25<01:00,  2.82it/s]

 29%|██▉       | 68/236 [00:26<00:57,  2.92it/s]

 29%|██▉       | 69/236 [00:26<00:55,  3.01it/s]

 30%|██▉       | 70/236 [00:26<00:52,  3.13it/s]

 30%|███       | 71/236 [00:27<00:57,  2.89it/s]

 31%|███       | 72/236 [00:27<00:57,  2.87it/s]

 31%|███       | 73/236 [00:27<01:03,  2.58it/s]

 31%|███▏      | 74/236 [00:28<01:05,  2.47it/s]

 32%|███▏      | 75/236 [00:28<01:04,  2.49it/s]

 32%|███▏      | 76/236 [00:29<01:05,  2.46it/s]

 33%|███▎      | 77/236 [00:29<01:04,  2.48it/s]

 33%|███▎      | 78/236 [00:29<00:59,  2.66it/s]

 33%|███▎      | 79/236 [00:30<01:01,  2.54it/s]

 34%|███▍      | 80/236 [00:30<01:01,  2.53it/s]

 34%|███▍      | 81/236 [00:31<01:01,  2.52it/s]

 35%|███▍      | 82/236 [00:31<01:01,  2.51it/s]

 35%|███▌      | 83/236 [00:31<00:56,  2.73it/s]

 36%|███▌      | 84/236 [00:32<00:52,  2.87it/s]

 36%|███▌      | 85/236 [00:32<00:50,  2.99it/s]

 36%|███▋      | 86/236 [00:32<00:47,  3.17it/s]

 37%|███▋      | 87/236 [00:32<00:49,  3.00it/s]

 37%|███▋      | 88/236 [00:33<00:49,  2.98it/s]

 38%|███▊      | 89/236 [00:33<00:52,  2.81it/s]

 38%|███▊      | 90/236 [00:34<00:52,  2.76it/s]

 39%|███▊      | 91/236 [00:34<00:56,  2.58it/s]

 39%|███▉      | 92/236 [00:34<00:51,  2.77it/s]

 39%|███▉      | 93/236 [00:35<00:48,  2.92it/s]

 40%|███▉      | 94/236 [00:35<00:46,  3.02it/s]

 40%|████      | 95/236 [00:35<00:50,  2.82it/s]

 41%|████      | 96/236 [00:36<00:48,  2.89it/s]

 41%|████      | 97/236 [00:36<00:45,  3.04it/s]

 42%|████▏     | 98/236 [00:36<00:46,  2.94it/s]

 42%|████▏     | 99/236 [00:37<00:51,  2.65it/s]

 42%|████▏     | 100/236 [00:37<00:51,  2.62it/s]

 43%|████▎     | 101/236 [00:38<00:53,  2.53it/s]

 43%|████▎     | 102/236 [00:38<00:50,  2.66it/s]

 44%|████▎     | 103/236 [00:38<00:48,  2.75it/s]

 44%|████▍     | 104/236 [00:39<00:50,  2.61it/s]

 44%|████▍     | 105/236 [00:39<00:46,  2.79it/s]

 45%|████▍     | 106/236 [00:39<00:47,  2.72it/s]

 45%|████▌     | 107/236 [00:40<00:47,  2.72it/s]

 46%|████▌     | 108/236 [00:40<00:51,  2.50it/s]

 46%|████▌     | 109/236 [00:41<00:51,  2.46it/s]

 47%|████▋     | 110/236 [00:41<00:47,  2.65it/s]

 47%|████▋     | 111/236 [00:41<00:44,  2.82it/s]

 47%|████▋     | 112/236 [00:42<00:45,  2.75it/s]

 48%|████▊     | 113/236 [00:42<00:44,  2.74it/s]

 48%|████▊     | 114/236 [00:42<00:45,  2.69it/s]

 49%|████▊     | 115/236 [00:43<00:43,  2.80it/s]

 49%|████▉     | 116/236 [00:43<00:42,  2.83it/s]

 50%|████▉     | 117/236 [00:44<00:43,  2.71it/s]

 50%|█████     | 118/236 [00:44<00:42,  2.81it/s]

 50%|█████     | 119/236 [00:44<00:41,  2.83it/s]

 51%|█████     | 120/236 [00:45<00:40,  2.88it/s]

 51%|█████▏    | 121/236 [00:45<00:41,  2.77it/s]

 52%|█████▏    | 122/236 [00:45<00:43,  2.64it/s]

 52%|█████▏    | 123/236 [00:46<00:41,  2.75it/s]

 53%|█████▎    | 124/236 [00:46<00:40,  2.75it/s]

 53%|█████▎    | 125/236 [00:46<00:39,  2.78it/s]

 53%|█████▎    | 126/236 [00:47<00:38,  2.87it/s]

 54%|█████▍    | 127/236 [00:47<00:39,  2.74it/s]

 54%|█████▍    | 128/236 [00:47<00:40,  2.69it/s]

 55%|█████▍    | 129/236 [00:48<00:36,  2.90it/s]

 55%|█████▌    | 130/236 [00:48<00:35,  2.99it/s]

 56%|█████▌    | 131/236 [00:48<00:36,  2.90it/s]

 56%|█████▌    | 132/236 [00:49<00:34,  3.03it/s]

 56%|█████▋    | 133/236 [00:49<00:37,  2.78it/s]

 57%|█████▋    | 134/236 [00:50<00:37,  2.72it/s]

 57%|█████▋    | 135/236 [00:50<00:35,  2.81it/s]

 58%|█████▊    | 136/236 [00:50<00:38,  2.62it/s]

 58%|█████▊    | 137/236 [00:51<00:37,  2.62it/s]

 58%|█████▊    | 138/236 [00:51<00:38,  2.55it/s]

 59%|█████▉    | 139/236 [00:51<00:35,  2.70it/s]

 59%|█████▉    | 140/236 [00:52<00:34,  2.81it/s]

 60%|█████▉    | 141/236 [00:52<00:35,  2.69it/s]

 60%|██████    | 142/236 [00:53<00:36,  2.59it/s]

 61%|██████    | 143/236 [00:53<00:38,  2.40it/s]

 61%|██████    | 144/236 [00:53<00:37,  2.48it/s]

 61%|██████▏   | 145/236 [00:54<00:37,  2.45it/s]

 62%|██████▏   | 146/236 [00:54<00:35,  2.52it/s]

 62%|██████▏   | 147/236 [00:55<00:35,  2.49it/s]

 63%|██████▎   | 148/236 [00:55<00:34,  2.53it/s]

 63%|██████▎   | 149/236 [00:55<00:32,  2.64it/s]

 64%|██████▎   | 150/236 [00:56<00:30,  2.82it/s]

 64%|██████▍   | 151/236 [00:56<00:31,  2.71it/s]

 64%|██████▍   | 152/236 [00:56<00:29,  2.80it/s]

 65%|██████▍   | 153/236 [00:57<00:30,  2.73it/s]

 65%|██████▌   | 154/236 [00:57<00:30,  2.71it/s]

 66%|██████▌   | 155/236 [00:58<00:29,  2.74it/s]

 66%|██████▌   | 156/236 [00:58<00:32,  2.49it/s]

 67%|██████▋   | 157/236 [00:58<00:33,  2.35it/s]

 67%|██████▋   | 158/236 [00:59<00:32,  2.38it/s]

 67%|██████▋   | 159/236 [00:59<00:29,  2.62it/s]

 68%|██████▊   | 160/236 [01:00<00:29,  2.61it/s]

 68%|██████▊   | 161/236 [01:00<00:28,  2.62it/s]

 69%|██████▊   | 162/236 [01:00<00:26,  2.79it/s]

 69%|██████▉   | 163/236 [01:01<00:25,  2.86it/s]

 69%|██████▉   | 164/236 [01:01<00:23,  3.04it/s]

 70%|██████▉   | 165/236 [01:01<00:22,  3.11it/s]

 70%|███████   | 166/236 [01:02<00:22,  3.05it/s]

 71%|███████   | 167/236 [01:02<00:23,  2.88it/s]

 71%|███████   | 168/236 [01:02<00:23,  2.85it/s]

 72%|███████▏  | 169/236 [01:03<00:24,  2.79it/s]

 72%|███████▏  | 170/236 [01:03<00:27,  2.41it/s]

 72%|███████▏  | 171/236 [01:03<00:24,  2.66it/s]

 73%|███████▎  | 172/236 [01:04<00:23,  2.73it/s]

 73%|███████▎  | 173/236 [01:04<00:24,  2.56it/s]

 74%|███████▎  | 174/236 [01:05<00:25,  2.39it/s]

 74%|███████▍  | 175/236 [01:05<00:25,  2.42it/s]

 75%|███████▍  | 176/236 [01:06<00:24,  2.47it/s]

 75%|███████▌  | 177/236 [01:06<00:21,  2.72it/s]

 75%|███████▌  | 178/236 [01:06<00:21,  2.69it/s]

 76%|███████▌  | 179/236 [01:07<00:21,  2.61it/s]

 76%|███████▋  | 180/236 [01:07<00:20,  2.69it/s]

 77%|███████▋  | 181/236 [01:07<00:21,  2.54it/s]

 77%|███████▋  | 182/236 [01:08<00:21,  2.52it/s]

 78%|███████▊  | 183/236 [01:08<00:19,  2.70it/s]

 78%|███████▊  | 184/236 [01:09<00:19,  2.62it/s]

 78%|███████▊  | 185/236 [01:09<00:19,  2.66it/s]

 79%|███████▉  | 186/236 [01:09<00:19,  2.57it/s]

 79%|███████▉  | 187/236 [01:10<00:18,  2.64it/s]

 80%|███████▉  | 188/236 [01:10<00:18,  2.65it/s]

 80%|████████  | 189/236 [01:10<00:17,  2.68it/s]

 81%|████████  | 190/236 [01:11<00:18,  2.45it/s]

 81%|████████  | 191/236 [01:11<00:17,  2.55it/s]

 81%|████████▏ | 192/236 [01:11<00:15,  2.84it/s]

 82%|████████▏ | 193/236 [01:12<00:16,  2.68it/s]

 82%|████████▏ | 194/236 [01:12<00:16,  2.49it/s]

 83%|████████▎ | 195/236 [01:13<00:14,  2.92it/s]

 83%|████████▎ | 196/236 [01:13<00:13,  2.98it/s]

 83%|████████▎ | 197/236 [01:13<00:12,  3.00it/s]

 84%|████████▍ | 198/236 [01:14<00:13,  2.76it/s]

 84%|████████▍ | 199/236 [01:14<00:13,  2.66it/s]

 85%|████████▍ | 200/236 [01:14<00:13,  2.62it/s]

 85%|████████▌ | 201/236 [01:15<00:14,  2.42it/s]

 86%|████████▌ | 202/236 [01:15<00:14,  2.34it/s]

 86%|████████▌ | 203/236 [01:16<00:12,  2.60it/s]

 86%|████████▋ | 204/236 [01:16<00:11,  2.70it/s]

 87%|████████▋ | 205/236 [01:16<00:11,  2.69it/s]

 87%|████████▋ | 206/236 [01:17<00:10,  2.88it/s]

 88%|████████▊ | 207/236 [01:17<00:09,  3.14it/s]

 88%|████████▊ | 208/236 [01:17<00:09,  2.94it/s]

 89%|████████▊ | 209/236 [01:18<00:09,  2.78it/s]

 89%|████████▉ | 210/236 [01:18<00:09,  2.61it/s]

 89%|████████▉ | 211/236 [01:19<00:10,  2.46it/s]

 90%|████████▉ | 212/236 [01:19<00:09,  2.58it/s]

 90%|█████████ | 213/236 [01:19<00:08,  2.78it/s]

 91%|█████████ | 214/236 [01:20<00:07,  2.81it/s]

 91%|█████████ | 215/236 [01:20<00:07,  2.74it/s]

 92%|█████████▏| 216/236 [01:20<00:06,  2.91it/s]

 92%|█████████▏| 217/236 [01:21<00:07,  2.65it/s]

 92%|█████████▏| 218/236 [01:21<00:06,  2.95it/s]

 93%|█████████▎| 219/236 [01:21<00:05,  3.07it/s]

 93%|█████████▎| 220/236 [01:22<00:05,  2.82it/s]

 94%|█████████▎| 221/236 [01:22<00:05,  2.82it/s]

 94%|█████████▍| 222/236 [01:23<00:05,  2.60it/s]

 94%|█████████▍| 223/236 [01:23<00:04,  2.62it/s]

 95%|█████████▍| 224/236 [01:23<00:04,  2.44it/s]

 95%|█████████▌| 225/236 [01:24<00:04,  2.54it/s]

 96%|█████████▌| 226/236 [01:24<00:03,  2.55it/s]

 96%|█████████▌| 227/236 [01:24<00:03,  2.67it/s]

 97%|█████████▋| 228/236 [01:25<00:02,  2.71it/s]

 97%|█████████▋| 229/236 [01:25<00:02,  2.62it/s]

 97%|█████████▋| 230/236 [01:26<00:02,  2.75it/s]

 98%|█████████▊| 231/236 [01:26<00:01,  2.68it/s]

 98%|█████████▊| 232/236 [01:26<00:01,  2.68it/s]

 99%|█████████▊| 233/236 [01:27<00:01,  2.80it/s]

 99%|█████████▉| 234/236 [01:27<00:00,  3.08it/s]

100%|█████████▉| 235/236 [01:27<00:00,  2.91it/s]
                                                      

                                                 

 60%|██████    | 6000/10000 [1:53:04<26:04,  2.56it/s]

100%|██████████| 236/236 [01:29<00:00,  2.91it/s]

                                                 Saving model checkpoint to experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-6000
Configuration saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-6000/config.json
Model weights saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-6000/pytorch_model.bin
Feature extractor saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-6000/preprocessor_config.json
Deleting older checkpoint [experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-5000] due to args.save_total_limit

 60%|██████    | 6001/10000 [1:53:17<34:31:25, 31.08s/it]
 60%|██████    | 6002/10000 [1:53:18<24:16:03, 21.85s/it]
 60%|██████    | 6003/10000 [1:53:20<17:44:22, 15.98s/it]
 60%|██████    | 6004/10000 [1:53:22<13:04:02, 11.77s/it]
 60%|██████    | 6005/10000 [1:53:24<9:44:51,  8.78s/it] 
 60%|██████    | 6006/10000 [1:53:26<7:24:38,  6.68s/it]
 60%|██████    | 6007/10000 [1:53:27<5:44:22,  5.17s/it]
 60%|██████    | 6008/10000 [1:53:29<4:33:06,  4.10s/it]
 60%|██████    | 6009/10000 [1:53:30<3:43:41,  3.36s/it]
 60%|██████    | 6010/10000 [1:53:32<3:06:00,  2.80s/it]
 60%|██████    | 6011/10000 [1:53:33<2:38:57,  2.39s/it]
 60%|██████    | 6012/10000 [1:53:35<2:18:52,  2.09s/it]
 60%|██████    | 6013/10000 [1:53:36<2:04:03,  1.87s/it]
 60%|██████    | 6014/10000 [1:53:37<1:52:59,  1.70s/it]
 60%|██████    | 6015/10000 [1:53:39<1:44:44,  1.58s/it]
 60%|██████    | 6016/10000 [1:53:40<1:38:06,  1.48s/it]
 60%|██████    | 6017/10000 [1:53:41<1:32:18,  1.39s/it]
 60%|██████    | 6018/10000 [1:53:42<1:27:39,  1.32s/it]
 60%|██████    | 6019/10000 [1:53:43<1:24:00,  1.27s/it]
 60%|██████    | 6020/10000 [1:53:45<1:20:40,  1.22s/it]
 60%|██████    | 6021/10000 [1:53:46<1:17:41,  1.17s/it]
 60%|██████    | 6022/10000 [1:53:47<1:14:55,  1.13s/it]
 60%|██████    | 6023/10000 [1:53:48<1:12:20,  1.09s/it]
 60%|██████    | 6024/10000 [1:53:49<1:10:02,  1.06s/it]
 60%|██████    | 6025/10000 [1:53:50<1:07:54,  1.02s/it]
 60%|██████    | 6026/10000 [1:53:50<1:06:08,  1.00it/s]
 60%|██████    | 6027/10000 [1:53:51<1:05:56,  1.00it/s]
 60%|██████    | 6028/10000 [1:53:52<1:05:13,  1.01it/s]
 60%|██████    | 6029/10000 [1:53:53<1:03:59,  1.03it/s]
 60%|██████    | 6030/10000 [1:53:54<1:03:19,  1.04it/s]
 60%|██████    | 6031/10000 [1:53:55<1:01:48,  1.07it/s]
 60%|██████    | 6032/10000 [1:53:56<1:00:37,  1.09it/s]
 60%|██████    | 6033/10000 [1:53:57<58:44,  1.13it/s]  
 60%|██████    | 6034/10000 [1:53:58<57:13,  1.16it/s]
 60%|██████    | 6035/10000 [1:53:58<55:27,  1.19it/s]
 60%|██████    | 6036/10000 [1:53:59<53:59,  1.22it/s]
 60%|██████    | 6037/10000 [1:54:00<52:28,  1.26it/s]
 60%|██████    | 6038/10000 [1:54:01<51:11,  1.29it/s]
 60%|██████    | 6039/10000 [1:54:01<49:08,  1.34it/s]
 60%|██████    | 6040/10000 [1:54:02<47:08,  1.40it/s]
 60%|██████    | 6041/10000 [1:54:03<45:03,  1.46it/s]
 60%|██████    | 6042/10000 [1:54:03<43:08,  1.53it/s]
 60%|██████    | 6043/10000 [1:54:04<41:12,  1.60it/s]
 60%|██████    | 6044/10000 [1:54:04<38:59,  1.69it/s]
 60%|██████    | 6045/10000 [1:54:05<36:21,  1.81it/s]
 60%|██████    | 6046/10000 [1:54:05<34:23,  1.92it/s]
 60%|██████    | 6047/10000 [1:54:06<32:03,  2.06it/s]
 60%|██████    | 6048/10000 [1:54:06<29:56,  2.20it/s]
 60%|██████    | 6049/10000 [1:54:06<28:12,  2.33it/s]
 60%|██████    | 6050/10000 [1:54:07<26:54,  2.45it/s]
 61%|██████    | 6051/10000 [1:54:07<25:44,  2.56it/s]
 61%|██████    | 6052/10000 [1:54:07<24:46,  2.66it/s]
 61%|██████    | 6053/10000 [1:54:10<1:03:41,  1.03it/s]
 61%|██████    | 6054/10000 [1:54:12<1:28:04,  1.34s/it]
 61%|██████    | 6055/10000 [1:54:14<1:41:40,  1.55s/it]
 61%|██████    | 6056/10000 [1:54:16<1:50:31,  1.68s/it]
 61%|██████    | 6057/10000 [1:54:18<1:53:17,  1.72s/it]
 61%|██████    | 6058/10000 [1:54:20<1:55:16,  1.75s/it]
 61%|██████    | 6059/10000 [1:54:21<1:54:36,  1.74s/it]
 61%|██████    | 6060/10000 [1:54:23<1:53:00,  1.72s/it]
 61%|██████    | 6061/10000 [1:54:25<1:48:20,  1.65s/it]
 61%|██████    | 6062/10000 [1:54:26<1:45:01,  1.60s/it]
 61%|██████    | 6063/10000 [1:54:27<1:40:55,  1.54s/it]
 61%|██████    | 6064/10000 [1:54:29<1:37:48,  1.49s/it]
 61%|██████    | 6065/10000 [1:54:30<1:34:17,  1.44s/it]
 61%|██████    | 6066/10000 [1:54:31<1:31:43,  1.40s/it]
 61%|██████    | 6067/10000 [1:54:33<1:28:48,  1.35s/it]
 61%|██████    | 6068/10000 [1:54:34<1:25:57,  1.31s/it]
 61%|██████    | 6069/10000 [1:54:35<1:23:08,  1.27s/it]
 61%|██████    | 6070/10000 [1:54:36<1:21:11,  1.24s/it]
 61%|██████    | 6071/10000 [1:54:37<1:18:25,  1.20s/it]
 61%|██████    | 6072/10000 [1:54:38<1:16:22,  1.17s/it]
 61%|██████    | 6073/10000 [1:54:39<1:13:34,  1.12s/it]
 61%|██████    | 6074/10000 [1:54:40<1:11:39,  1.10s/it]
 61%|██████    | 6075/10000 [1:54:41<1:09:40,  1.07s/it]
 61%|██████    | 6076/10000 [1:54:42<1:07:56,  1.04s/it]
 61%|██████    | 6077/10000 [1:54:43<1:05:54,  1.01s/it]
 61%|██████    | 6078/10000 [1:54:44<1:04:02,  1.02it/s]
 61%|██████    | 6079/10000 [1:54:45<1:01:47,  1.06it/s]
 61%|██████    | 6080/10000 [1:54:46<59:59,  1.09it/s]  
 61%|██████    | 6081/10000 [1:54:47<58:08,  1.12it/s]
 61%|██████    | 6082/10000 [1:54:48<56:51,  1.15it/s]
 61%|██████    | 6083/10000 [1:54:48<55:25,  1.18it/s]
 61%|██████    | 6084/10000 [1:54:49<54:04,  1.21it/s]
 61%|██████    | 6085/10000 [1:54:50<52:25,  1.24it/s]
 61%|██████    | 6086/10000 [1:54:51<51:09,  1.28it/s]
 61%|██████    | 6087/10000 [1:54:51<49:27,  1.32it/s]
 61%|██████    | 6088/10000 [1:54:52<47:53,  1.36it/s]
 61%|██████    | 6089/10000 [1:54:53<46:42,  1.40it/s]
 61%|██████    | 6090/10000 [1:54:53<44:45,  1.46it/s]
 61%|██████    | 6091/10000 [1:54:54<42:37,  1.53it/s]
 61%|██████    | 6092/10000 [1:54:54<40:37,  1.60it/s]
 61%|██████    | 6093/10000 [1:54:55<38:39,  1.68it/s]
 61%|██████    | 6094/10000 [1:54:56<36:45,  1.77it/s]
 61%|██████    | 6095/10000 [1:54:56<34:25,  1.89it/s]
 61%|██████    | 6096/10000 [1:54:56<32:25,  2.01it/s]
 61%|██████    | 6097/10000 [1:54:57<30:31,  2.13it/s]
 61%|██████    | 6098/10000 [1:54:57<28:16,  2.30it/s]
 61%|██████    | 6099/10000 [1:54:57<26:12,  2.48it/s]
 61%|██████    | 6100/10000 [1:54:58<24:33,  2.65it/s]
 61%|██████    | 6101/10000 [1:54:58<23:36,  2.75it/s]
 61%|██████    | 6102/10000 [1:54:58<22:42,  2.86it/s]
 61%|██████    | 6103/10000 [1:55:01<56:34,  1.15it/s]
 61%|██████    | 6104/10000 [1:55:02<1:13:22,  1.13s/it]
 61%|██████    | 6105/10000 [1:55:04<1:21:43,  1.26s/it]
 61%|██████    | 6106/10000 [1:55:05<1:25:33,  1.32s/it]
 61%|██████    | 6107/10000 [1:55:07<1:25:29,  1.32s/it]
 61%|██████    | 6108/10000 [1:55:08<1:24:33,  1.30s/it]
 61%|██████    | 6109/10000 [1:55:09<1:21:20,  1.25s/it]
 61%|██████    | 6110/10000 [1:55:10<1:17:36,  1.20s/it]
 61%|██████    | 6111/10000 [1:55:11<1:13:37,  1.14s/it]
 61%|██████    | 6112/10000 [1:55:12<1:10:22,  1.09s/it]
 61%|██████    | 6113/10000 [1:55:13<1:06:28,  1.03s/it]
 61%|██████    | 6114/10000 [1:55:14<1:03:13,  1.02it/s]
 61%|██████    | 6115/10000 [1:55:15<59:42,  1.08it/s]  
 61%|██████    | 6116/10000 [1:55:15<55:57,  1.16it/s]
 61%|██████    | 6117/10000 [1:55:16<51:44,  1.25it/s]
 61%|██████    | 6118/10000 [1:55:17<47:33,  1.36it/s]
 61%|██████    | 6119/10000 [1:55:17<43:15,  1.50it/s]
 61%|██████    | 6120/10000 [1:55:17<38:53,  1.66it/s]
 61%|██████    | 6121/10000 [1:55:18<34:24,  1.88it/s]
 61%|██████    | 6122/10000 [1:55:18<30:32,  2.12it/s]
 61%|██████    | 6123/10000 [1:55:18<26:02,  2.48it/s]
 61%|██████    | 6124/10000 [1:55:21<1:00:07,  1.07it/s]
 61%|██████▏   | 6125/10000 [1:55:23<1:21:07,  1.26s/it]
 61%|██████▏   | 6126/10000 [1:55:24<1:33:25,  1.45s/it]
 61%|██████▏   | 6127/10000 [1:55:26<1:40:42,  1.56s/it]
 61%|██████▏   | 6128/10000 [1:55:28<1:44:08,  1.61s/it]
 61%|██████▏   | 6129/10000 [1:55:30<1:45:08,  1.63s/it]
 61%|██████▏   | 6130/10000 [1:55:31<1:44:14,  1.62s/it]
 61%|██████▏   | 6131/10000 [1:55:33<1:42:19,  1.59s/it]
 61%|██████▏   | 6132/10000 [1:55:34<1:39:49,  1.55s/it]
 61%|██████▏   | 6133/10000 [1:55:36<1:38:03,  1.52s/it]
 61%|██████▏   | 6134/10000 [1:55:37<1:35:45,  1.49s/it]
 61%|██████▏   | 6135/10000 [1:55:39<1:33:15,  1.45s/it]
 61%|██████▏   | 6136/10000 [1:55:40<1:30:32,  1.41s/it]
 61%|██████▏   | 6137/10000 [1:55:41<1:28:39,  1.38s/it]
 61%|██████▏   | 6138/10000 [1:55:42<1:26:42,  1.35s/it]
 61%|██████▏   | 6139/10000 [1:55:44<1:24:14,  1.31s/it]
 61%|██████▏   | 6140/10000 [1:55:45<1:21:33,  1.27s/it]
 61%|██████▏   | 6141/10000 [1:55:46<1:19:18,  1.23s/it]
 61%|██████▏   | 6142/10000 [1:55:47<1:16:17,  1.19s/it]
 61%|██████▏   | 6143/10000 [1:55:48<1:14:01,  1.15s/it]
 61%|██████▏   | 6144/10000 [1:55:49<1:11:25,  1.11s/it]
 61%|██████▏   | 6145/10000 [1:55:50<1:09:28,  1.08s/it]
 61%|██████▏   | 6146/10000 [1:55:51<1:07:33,  1.05s/it]
 61%|██████▏   | 6147/10000 [1:55:52<1:06:12,  1.03s/it]
 61%|██████▏   | 6148/10000 [1:55:53<1:04:53,  1.01s/it]
 61%|██████▏   | 6149/10000 [1:55:54<1:03:10,  1.02it/s]
 62%|██████▏   | 6150/10000 [1:55:55<1:01:12,  1.05it/s]
 62%|██████▏   | 6151/10000 [1:55:56<59:22,  1.08it/s]  
 62%|██████▏   | 6152/10000 [1:55:57<57:37,  1.11it/s]
 62%|██████▏   | 6153/10000 [1:55:57<55:54,  1.15it/s]
 62%|██████▏   | 6154/10000 [1:55:58<54:22,  1.18it/s]
 62%|██████▏   | 6155/10000 [1:55:59<53:32,  1.20it/s]
 62%|██████▏   | 6156/10000 [1:56:00<52:22,  1.22it/s]
 62%|██████▏   | 6157/10000 [1:56:00<50:47,  1.26it/s]
 62%|██████▏   | 6158/10000 [1:56:01<50:10,  1.28it/s]
 62%|██████▏   | 6159/10000 [1:56:02<47:59,  1.33it/s]
 62%|██████▏   | 6160/10000 [1:56:03<46:30,  1.38it/s]
 62%|██████▏   | 6161/10000 [1:56:03<44:01,  1.45it/s]
 62%|██████▏   | 6162/10000 [1:56:04<41:59,  1.52it/s]
 62%|██████▏   | 6163/10000 [1:56:04<40:04,  1.60it/s]
 62%|██████▏   | 6164/10000 [1:56:05<38:10,  1.67it/s]
 62%|██████▏   | 6165/10000 [1:56:05<35:45,  1.79it/s]
 62%|██████▏   | 6166/10000 [1:56:06<33:44,  1.89it/s]
 62%|██████▏   | 6167/10000 [1:56:06<31:27,  2.03it/s]
 62%|██████▏   | 6168/10000 [1:56:07<29:33,  2.16it/s]
 62%|██████▏   | 6169/10000 [1:56:07<27:38,  2.31it/s]
 62%|██████▏   | 6170/10000 [1:56:07<25:59,  2.46it/s]
 62%|██████▏   | 6171/10000 [1:56:08<24:23,  2.62it/s]
 62%|██████▏   | 6172/10000 [1:56:08<23:14,  2.75it/s]
 62%|██████▏   | 6173/10000 [1:56:08<22:17,  2.86it/s]
 62%|██████▏   | 6174/10000 [1:56:11<58:45,  1.09it/s]
 62%|██████▏   | 6175/10000 [1:56:12<1:18:25,  1.23s/it]
 62%|██████▏   | 6176/10000 [1:56:14<1:30:29,  1.42s/it]
 62%|██████▏   | 6177/10000 [1:56:16<1:35:44,  1.50s/it]
 62%|██████▏   | 6178/10000 [1:56:18<1:38:06,  1.54s/it]
 62%|██████▏   | 6179/10000 [1:56:19<1:39:23,  1.56s/it]
 62%|██████▏   | 6180/10000 [1:56:21<1:41:04,  1.59s/it]
 62%|██████▏   | 6181/10000 [1:56:22<1:39:04,  1.56s/it]
 62%|██████▏   | 6182/10000 [1:56:24<1:38:08,  1.54s/it]
 62%|██████▏   | 6183/10000 [1:56:25<1:35:13,  1.50s/it]
 62%|██████▏   | 6184/10000 [1:56:27<1:34:10,  1.48s/it]
 62%|██████▏   | 6185/10000 [1:56:28<1:30:43,  1.43s/it]
 62%|██████▏   | 6186/10000 [1:56:29<1:29:30,  1.41s/it]
 62%|██████▏   | 6187/10000 [1:56:31<1:26:10,  1.36s/it]
 62%|██████▏   | 6188/10000 [1:56:32<1:23:11,  1.31s/it]
 62%|██████▏   | 6189/10000 [1:56:33<1:20:01,  1.26s/it]
 62%|██████▏   | 6190/10000 [1:56:34<1:17:39,  1.22s/it]
 62%|██████▏   | 6191/10000 [1:56:35<1:15:04,  1.18s/it]
 62%|██████▏   | 6192/10000 [1:56:36<1:12:40,  1.15s/it]
 62%|██████▏   | 6193/10000 [1:56:37<1:09:45,  1.10s/it]
 62%|██████▏   | 6194/10000 [1:56:38<1:07:49,  1.07s/it]
 62%|██████▏   | 6195/10000 [1:56:39<1:05:39,  1.04s/it]
 62%|██████▏   | 6196/10000 [1:56:40<1:05:13,  1.03s/it]
 62%|██████▏   | 6197/10000 [1:56:41<1:04:05,  1.01s/it]
 62%|██████▏   | 6198/10000 [1:56:42<1:02:32,  1.01it/s]
 62%|██████▏   | 6199/10000 [1:56:43<1:00:18,  1.05it/s]
 62%|██████▏   | 6200/10000 [1:56:44<58:43,  1.08it/s]  
 62%|██████▏   | 6201/10000 [1:56:45<57:01,  1.11it/s]
 62%|██████▏   | 6202/10000 [1:56:46<56:39,  1.12it/s]
 62%|██████▏   | 6203/10000 [1:56:46<55:47,  1.13it/s]
 62%|██████▏   | 6204/10000 [1:56:47<55:06,  1.15it/s]
 62%|██████▏   | 6205/10000 [1:56:48<53:50,  1.17it/s]
 62%|██████▏   | 6206/10000 [1:56:49<51:33,  1.23it/s]
 62%|██████▏   | 6207/10000 [1:56:50<49:19,  1.28it/s]
 62%|██████▏   | 6208/10000 [1:56:50<48:02,  1.32it/s]
 62%|██████▏   | 6209/10000 [1:56:51<46:06,  1.37it/s]
 62%|██████▏   | 6210/10000 [1:56:52<44:42,  1.41it/s]
 62%|██████▏   | 6211/10000 [1:56:52<42:34,  1.48it/s]
 62%|██████▏   | 6212/10000 [1:56:53<40:42,  1.55it/s]
 62%|██████▏   | 6213/10000 [1:56:53<38:31,  1.64it/s]
 62%|██████▏   | 6214/10000 [1:56:54<36:46,  1.72it/s]
 62%|██████▏   | 6215/10000 [1:56:54<34:38,  1.82it/s]
 62%|██████▏   | 6216/10000 [1:56:55<32:42,  1.93it/s]
 62%|██████▏   | 6217/10000 [1:56:55<30:37,  2.06it/s]
 62%|██████▏   | 6218/10000 [1:56:55<28:53,  2.18it/s]
 62%|██████▏   | 6219/10000 [1:56:56<26:59,  2.33it/s]
 62%|██████▏   | 6220/10000 [1:56:56<25:07,  2.51it/s]
 62%|██████▏   | 6221/10000 [1:56:56<23:27,  2.68it/s]
 62%|██████▏   | 6222/10000 [1:56:57<22:09,  2.84it/s]
 62%|██████▏   | 6223/10000 [1:56:57<21:11,  2.97it/s]
 62%|██████▏   | 6224/10000 [1:56:59<54:41,  1.15it/s]
 62%|██████▏   | 6225/10000 [1:57:01<1:13:35,  1.17s/it]
 62%|██████▏   | 6226/10000 [1:57:03<1:25:28,  1.36s/it]
 62%|██████▏   | 6227/10000 [1:57:05<1:30:45,  1.44s/it]
 62%|██████▏   | 6228/10000 [1:57:06<1:34:11,  1.50s/it]
 62%|██████▏   | 6229/10000 [1:57:08<1:34:29,  1.50s/it]
 62%|██████▏   | 6230/10000 [1:57:09<1:34:42,  1.51s/it]
 62%|██████▏   | 6231/10000 [1:57:11<1:32:58,  1.48s/it]
 62%|██████▏   | 6232/10000 [1:57:12<1:31:24,  1.46s/it]
 62%|██████▏   | 6233/10000 [1:57:13<1:28:45,  1.41s/it]
 62%|██████▏   | 6234/10000 [1:57:15<1:26:44,  1.38s/it]
 62%|██████▏   | 6235/10000 [1:57:16<1:24:20,  1.34s/it]
 62%|██████▏   | 6236/10000 [1:57:17<1:22:41,  1.32s/it]
 62%|██████▏   | 6237/10000 [1:57:18<1:20:11,  1.28s/it]
 62%|██████▏   | 6238/10000 [1:57:19<1:17:59,  1.24s/it]
 62%|██████▏   | 6239/10000 [1:57:21<1:15:40,  1.21s/it]
 62%|██████▏   | 6240/10000 [1:57:22<1:13:54,  1.18s/it]
 62%|██████▏   | 6241/10000 [1:57:23<1:11:25,  1.14s/it]
 62%|██████▏   | 6242/10000 [1:57:24<1:09:30,  1.11s/it]
 62%|██████▏   | 6243/10000 [1:57:25<1:07:18,  1.07s/it]
 62%|██████▏   | 6244/10000 [1:57:26<1:05:46,  1.05s/it]
 62%|██████▏   | 6245/10000 [1:57:27<1:03:40,  1.02s/it]
 62%|██████▏   | 6246/10000 [1:57:28<1:02:10,  1.01it/s]
 62%|██████▏   | 6247/10000 [1:57:29<1:00:10,  1.04it/s]
 62%|██████▏   | 6248/10000 [1:57:29<58:32,  1.07it/s]  
 62%|██████▏   | 6249/10000 [1:57:30<56:57,  1.10it/s]
 62%|██████▎   | 6250/10000 [1:57:31<55:35,  1.12it/s]
 63%|██████▎   | 6251/10000 [1:57:32<54:04,  1.16it/s]
 63%|██████▎   | 6252/10000 [1:57:33<53:04,  1.18it/s]
 63%|██████▎   | 6253/10000 [1:57:34<51:46,  1.21it/s]
 63%|██████▎   | 6254/10000 [1:57:34<50:57,  1.23it/s]
 63%|██████▎   | 6255/10000 [1:57:35<49:45,  1.25it/s]
 63%|██████▎   | 6256/10000 [1:57:36<48:29,  1.29it/s]
 63%|██████▎   | 6257/10000 [1:57:36<46:59,  1.33it/s]
 63%|██████▎   | 6258/10000 [1:57:37<45:53,  1.36it/s]
 63%|██████▎   | 6259/10000 [1:57:38<44:38,  1.40it/s]
 63%|██████▎   | 6260/10000 [1:57:39<43:58,  1.42it/s]
 63%|██████▎   | 6261/10000 [1:57:39<42:08,  1.48it/s]
 63%|██████▎   | 6262/10000 [1:57:40<40:46,  1.53it/s]
 63%|██████▎   | 6263/10000 [1:57:40<38:51,  1.60it/s]
 63%|██████▎   | 6264/10000 [1:57:41<37:17,  1.67it/s]
 63%|██████▎   | 6265/10000 [1:57:41<35:04,  1.77it/s]
 63%|██████▎   | 6266/10000 [1:57:42<33:12,  1.87it/s]
 63%|██████▎   | 6267/10000 [1:57:42<31:05,  2.00it/s]
 63%|██████▎   | 6268/10000 [1:57:43<29:07,  2.14it/s]
 63%|██████▎   | 6269/10000 [1:57:43<27:03,  2.30it/s]
 63%|██████▎   | 6270/10000 [1:57:43<25:21,  2.45it/s]
 63%|██████▎   | 6271/10000 [1:57:44<23:55,  2.60it/s]
 63%|██████▎   | 6272/10000 [1:57:44<22:55,  2.71it/s]
 63%|██████▎   | 6273/10000 [1:57:44<21:59,  2.82it/s]
 63%|██████▎   | 6274/10000 [1:57:46<56:40,  1.10it/s]
 63%|██████▎   | 6275/10000 [1:57:48<1:16:05,  1.23s/it]
 63%|██████▎   | 6276/10000 [1:57:50<1:27:52,  1.42s/it]
 63%|██████▎   | 6277/10000 [1:57:52<1:33:52,  1.51s/it]
 63%|██████▎   | 6278/10000 [1:57:54<1:36:46,  1.56s/it]
 63%|██████▎   | 6279/10000 [1:57:55<1:37:15,  1.57s/it]
 63%|██████▎   | 6280/10000 [1:57:57<1:37:19,  1.57s/it]
 63%|██████▎   | 6281/10000 [1:57:58<1:35:15,  1.54s/it]
 63%|██████▎   | 6282/10000 [1:58:00<1:33:45,  1.51s/it]
 63%|██████▎   | 6283/10000 [1:58:01<1:31:08,  1.47s/it]
 63%|██████▎   | 6284/10000 [1:58:03<1:29:06,  1.44s/it]
 63%|██████▎   | 6285/10000 [1:58:04<1:26:10,  1.39s/it]
 63%|██████▎   | 6286/10000 [1:58:05<1:24:09,  1.36s/it]
 63%|██████▎   | 6287/10000 [1:58:06<1:21:41,  1.32s/it]
 63%|██████▎   | 6288/10000 [1:58:08<1:19:21,  1.28s/it]
 63%|██████▎   | 6289/10000 [1:58:09<1:16:36,  1.24s/it]
 63%|██████▎   | 6290/10000 [1:58:10<1:15:04,  1.21s/it]
 63%|██████▎   | 6291/10000 [1:58:11<1:13:01,  1.18s/it]
 63%|██████▎   | 6292/10000 [1:58:12<1:11:30,  1.16s/it]
 63%|██████▎   | 6293/10000 [1:58:13<1:09:24,  1.12s/it]
 63%|██████▎   | 6294/10000 [1:58:14<1:08:04,  1.10s/it]
 63%|██████▎   | 6295/10000 [1:58:15<1:05:53,  1.07s/it]
 63%|██████▎   | 6296/10000 [1:58:16<1:04:20,  1.04s/it]
 63%|██████▎   | 6297/10000 [1:58:17<1:02:21,  1.01s/it]
 63%|██████▎   | 6298/10000 [1:58:18<1:00:55,  1.01it/s]
 63%|██████▎   | 6299/10000 [1:58:19<59:09,  1.04it/s]  
 63%|██████▎   | 6300/10000 [1:58:20<57:37,  1.07it/s]
 63%|██████▎   | 6301/10000 [1:58:21<56:18,  1.09it/s]
 63%|██████▎   | 6302/10000 [1:58:21<55:17,  1.11it/s]
 63%|██████▎   | 6303/10000 [1:58:22<53:42,  1.15it/s]
 63%|██████▎   | 6304/10000 [1:58:23<52:57,  1.16it/s]
 63%|██████▎   | 6305/10000 [1:58:24<51:29,  1.20it/s]
 63%|██████▎   | 6306/10000 [1:58:25<50:15,  1.22it/s]
 63%|██████▎   | 6307/10000 [1:58:25<48:42,  1.26it/s]
 63%|██████▎   | 6308/10000 [1:58:26<47:22,  1.30it/s]
 63%|██████▎   | 6309/10000 [1:58:27<45:42,  1.35it/s]
 63%|██████▎   | 6310/10000 [1:58:27<44:34,  1.38it/s]
 63%|██████▎   | 6311/10000 [1:58:28<42:07,  1.46it/s]
 63%|██████▎   | 6312/10000 [1:58:29<40:00,  1.54it/s]
 63%|██████▎   | 6313/10000 [1:58:29<38:02,  1.62it/s]
 63%|██████▎   | 6314/10000 [1:58:30<36:22,  1.69it/s]
 63%|██████▎   | 6315/10000 [1:58:30<34:22,  1.79it/s]
 63%|██████▎   | 6316/10000 [1:58:31<32:39,  1.88it/s]
 63%|██████▎   | 6317/10000 [1:58:31<30:53,  1.99it/s]
 63%|██████▎   | 6318/10000 [1:58:31<29:09,  2.10it/s]
 63%|██████▎   | 6319/10000 [1:58:32<26:56,  2.28it/s]
 63%|██████▎   | 6320/10000 [1:58:32<25:03,  2.45it/s]
 63%|██████▎   | 6321/10000 [1:58:33<23:44,  2.58it/s]
 63%|██████▎   | 6322/10000 [1:58:33<22:28,  2.73it/s]
 63%|██████▎   | 6323/10000 [1:58:33<21:27,  2.86it/s]
 63%|██████▎   | 6324/10000 [1:58:35<56:31,  1.08it/s]
 63%|██████▎   | 6325/10000 [1:58:37<1:15:31,  1.23s/it]
 63%|██████▎   | 6326/10000 [1:58:39<1:26:44,  1.42s/it]
 63%|██████▎   | 6327/10000 [1:58:41<1:31:55,  1.50s/it]
 63%|██████▎   | 6328/10000 [1:58:43<1:35:10,  1.56s/it]
 63%|██████▎   | 6329/10000 [1:58:44<1:36:07,  1.57s/it]
 63%|██████▎   | 6330/10000 [1:58:46<1:36:48,  1.58s/it]
 63%|██████▎   | 6331/10000 [1:58:47<1:34:42,  1.55s/it]
 63%|██████▎   | 6332/10000 [1:58:49<1:33:01,  1.52s/it]
 63%|██████▎   | 6333/10000 [1:58:50<1:31:15,  1.49s/it]
 63%|██████▎   | 6334/10000 [1:58:52<1:29:40,  1.47s/it]
 63%|██████▎   | 6335/10000 [1:58:53<1:27:09,  1.43s/it]
 63%|██████▎   | 6336/10000 [1:58:54<1:24:54,  1.39s/it]
 63%|██████▎   | 6337/10000 [1:58:55<1:22:44,  1.36s/it]
 63%|██████▎   | 6338/10000 [1:58:57<1:21:10,  1.33s/it]
 63%|██████▎   | 6339/10000 [1:58:58<1:18:50,  1.29s/it]
 63%|██████▎   | 6340/10000 [1:58:59<1:16:58,  1.26s/it]
 63%|██████▎   | 6341/10000 [1:59:00<1:14:13,  1.22s/it]
 63%|██████▎   | 6342/10000 [1:59:01<1:12:12,  1.18s/it]
 63%|██████▎   | 6343/10000 [1:59:02<1:09:48,  1.15s/it]
 63%|██████▎   | 6344/10000 [1:59:03<1:07:58,  1.12s/it]
 63%|██████▎   | 6345/10000 [1:59:04<1:05:58,  1.08s/it]
 63%|██████▎   | 6346/10000 [1:59:05<1:03:56,  1.05s/it]
 63%|██████▎   | 6347/10000 [1:59:06<1:01:32,  1.01s/it]
 63%|██████▎   | 6348/10000 [1:59:07<1:00:16,  1.01it/s]
 63%|██████▎   | 6349/10000 [1:59:08<58:03,  1.05it/s]  
 64%|██████▎   | 6350/10000 [1:59:09<56:11,  1.08it/s]
 64%|██████▎   | 6351/10000 [1:59:10<54:21,  1.12it/s]
 64%|██████▎   | 6352/10000 [1:59:11<53:44,  1.13it/s]
 64%|██████▎   | 6353/10000 [1:59:12<52:31,  1.16it/s]
 64%|██████▎   | 6354/10000 [1:59:12<51:33,  1.18it/s]
 64%|██████▎   | 6355/10000 [1:59:13<49:56,  1.22it/s]
 64%|██████▎   | 6356/10000 [1:59:14<48:36,  1.25it/s]
 64%|██████▎   | 6357/10000 [1:59:15<47:20,  1.28it/s]
 64%|██████▎   | 6358/10000 [1:59:15<45:52,  1.32it/s]
 64%|██████▎   | 6359/10000 [1:59:16<44:05,  1.38it/s]
 64%|██████▎   | 6360/10000 [1:59:17<43:02,  1.41it/s]
 64%|██████▎   | 6361/10000 [1:59:17<40:55,  1.48it/s]
 64%|██████▎   | 6362/10000 [1:59:18<39:08,  1.55it/s]
 64%|██████▎   | 6363/10000 [1:59:18<37:05,  1.63it/s]
 64%|██████▎   | 6364/10000 [1:59:19<35:42,  1.70it/s]
 64%|██████▎   | 6365/10000 [1:59:19<33:59,  1.78it/s]
 64%|██████▎   | 6366/10000 [1:59:20<31:45,  1.91it/s]
 64%|██████▎   | 6367/10000 [1:59:20<29:34,  2.05it/s]
 64%|██████▎   | 6368/10000 [1:59:21<27:55,  2.17it/s]
 64%|██████▎   | 6369/10000 [1:59:21<25:50,  2.34it/s]
 64%|██████▎   | 6370/10000 [1:59:21<23:54,  2.53it/s]
 64%|██████▎   | 6371/10000 [1:59:22<22:28,  2.69it/s]
 64%|██████▎   | 6372/10000 [1:59:22<21:27,  2.82it/s]
 64%|██████▎   | 6373/10000 [1:59:22<20:25,  2.96it/s]
 64%|██████▎   | 6374/10000 [1:59:24<53:51,  1.12it/s]
 64%|██████▍   | 6375/10000 [1:59:26<1:13:03,  1.21s/it]
 64%|██████▍   | 6376/10000 [1:59:28<1:25:15,  1.41s/it]
 64%|██████▍   | 6377/10000 [1:59:30<1:30:58,  1.51s/it]
 64%|██████▍   | 6378/10000 [1:59:32<1:34:17,  1.56s/it]
 64%|██████▍   | 6379/10000 [1:59:33<1:37:37,  1.62s/it]
 64%|██████▍   | 6380/10000 [1:59:35<1:39:50,  1.65s/it]
 64%|██████▍   | 6381/10000 [1:59:37<1:40:12,  1.66s/it]
 64%|██████▍   | 6382/10000 [1:59:38<1:39:46,  1.65s/it]
 64%|██████▍   | 6383/10000 [1:59:40<1:37:43,  1.62s/it]
 64%|██████▍   | 6384/10000 [1:59:42<1:36:23,  1.60s/it]
 64%|██████▍   | 6385/10000 [1:59:43<1:34:05,  1.56s/it]
 64%|██████▍   | 6386/10000 [1:59:44<1:32:12,  1.53s/it]
 64%|██████▍   | 6387/10000 [1:59:46<1:29:15,  1.48s/it]
 64%|██████▍   | 6388/10000 [1:59:47<1:25:30,  1.42s/it]
 64%|██████▍   | 6389/10000 [1:59:48<1:21:55,  1.36s/it]
 64%|██████▍   | 6390/10000 [1:59:50<1:18:57,  1.31s/it]
 64%|██████▍   | 6391/10000 [1:59:51<1:15:31,  1.26s/it]
 64%|██████▍   | 6392/10000 [1:59:52<1:12:51,  1.21s/it]
 64%|██████▍   | 6393/10000 [1:59:53<1:10:01,  1.16s/it]
 64%|██████▍   | 6394/10000 [1:59:54<1:07:42,  1.13s/it]
 64%|██████▍   | 6395/10000 [1:59:55<1:05:21,  1.09s/it]
 64%|██████▍   | 6396/10000 [1:59:56<1:04:00,  1.07s/it]
 64%|██████▍   | 6397/10000 [1:59:57<1:02:12,  1.04s/it]
 64%|██████▍   | 6398/10000 [1:59:58<1:01:11,  1.02s/it]
 64%|██████▍   | 6399/10000 [1:59:59<58:49,  1.02it/s]  
 64%|██████▍   | 6400/10000 [2:00:00<57:15,  1.05it/s]
 64%|██████▍   | 6401/10000 [2:00:00<55:26,  1.08it/s]
 64%|██████▍   | 6402/10000 [2:00:01<54:21,  1.10it/s]
 64%|██████▍   | 6403/10000 [2:00:02<53:24,  1.12it/s]
 64%|██████▍   | 6404/10000 [2:00:03<51:56,  1.15it/s]
 64%|██████▍   | 6405/10000 [2:00:04<50:08,  1.19it/s]
 64%|██████▍   | 6406/10000 [2:00:05<49:18,  1.21it/s]
 64%|██████▍   | 6407/10000 [2:00:05<47:44,  1.25it/s]
 64%|██████▍   | 6408/10000 [2:00:06<46:42,  1.28it/s]
 64%|██████▍   | 6409/10000 [2:00:07<44:44,  1.34it/s]
 64%|██████▍   | 6410/10000 [2:00:07<43:42,  1.37it/s]
 64%|██████▍   | 6411/10000 [2:00:08<42:02,  1.42it/s]
 64%|██████▍   | 6412/10000 [2:00:09<40:30,  1.48it/s]
 64%|██████▍   | 6413/10000 [2:00:09<38:39,  1.55it/s]
 64%|██████▍   | 6414/10000 [2:00:10<36:41,  1.63it/s]
 64%|██████▍   | 6415/10000 [2:00:10<34:36,  1.73it/s]
 64%|██████▍   | 6416/10000 [2:00:11<33:12,  1.80it/s]
 64%|██████▍   | 6417/10000 [2:00:11<31:15,  1.91it/s]
 64%|██████▍   | 6418/10000 [2:00:12<29:19,  2.04it/s]
 64%|██████▍   | 6419/10000 [2:00:12<27:06,  2.20it/s]
 64%|██████▍   | 6420/10000 [2:00:12<25:22,  2.35it/s]
 64%|██████▍   | 6421/10000 [2:00:13<23:35,  2.53it/s]
 64%|██████▍   | 6422/10000 [2:00:13<22:28,  2.65it/s]
 64%|██████▍   | 6423/10000 [2:00:13<21:38,  2.75it/s]
 64%|██████▍   | 6424/10000 [2:00:16<1:00:30,  1.02s/it]
 64%|██████▍   | 6425/10000 [2:00:18<1:20:57,  1.36s/it]
 64%|██████▍   | 6426/10000 [2:00:20<1:32:03,  1.55s/it]
 64%|██████▍   | 6427/10000 [2:00:22<1:36:21,  1.62s/it]
 64%|██████▍   | 6428/10000 [2:00:24<1:39:25,  1.67s/it]
 64%|██████▍   | 6429/10000 [2:00:25<1:39:07,  1.67s/it]
 64%|██████▍   | 6430/10000 [2:00:27<1:39:02,  1.66s/it]
 64%|██████▍   | 6431/10000 [2:00:28<1:37:04,  1.63s/it]
 64%|██████▍   | 6432/10000 [2:00:30<1:35:10,  1.60s/it]
 64%|██████▍   | 6433/10000 [2:00:31<1:32:50,  1.56s/it]
 64%|██████▍   | 6434/10000 [2:00:33<1:30:15,  1.52s/it]
 64%|██████▍   | 6435/10000 [2:00:34<1:28:08,  1.48s/it]
 64%|██████▍   | 6436/10000 [2:00:36<1:26:28,  1.46s/it]
 64%|██████▍   | 6437/10000 [2:00:37<1:24:05,  1.42s/it]
 64%|██████▍   | 6438/10000 [2:00:38<1:21:51,  1.38s/it]
 64%|██████▍   | 6439/10000 [2:00:40<1:19:43,  1.34s/it]
 64%|██████▍   | 6440/10000 [2:00:41<1:17:34,  1.31s/it]
 64%|██████▍   | 6441/10000 [2:00:42<1:15:15,  1.27s/it]
 64%|██████▍   | 6442/10000 [2:00:43<1:13:52,  1.25s/it]
 64%|██████▍   | 6443/10000 [2:00:44<1:11:44,  1.21s/it]
 64%|██████▍   | 6444/10000 [2:00:45<1:09:35,  1.17s/it]
 64%|██████▍   | 6445/10000 [2:00:46<1:07:41,  1.14s/it]
 64%|██████▍   | 6446/10000 [2:00:47<1:06:00,  1.11s/it]
 64%|██████▍   | 6447/10000 [2:00:48<1:04:04,  1.08s/it]
 64%|██████▍   | 6448/10000 [2:00:49<1:01:59,  1.05s/it]
 64%|██████▍   | 6449/10000 [2:00:50<1:00:03,  1.01s/it]
 64%|██████▍   | 6450/10000 [2:00:51<58:35,  1.01it/s]  
 65%|██████▍   | 6451/10000 [2:00:52<56:54,  1.04it/s]
 65%|██████▍   | 6452/10000 [2:00:53<55:32,  1.06it/s]
 65%|██████▍   | 6453/10000 [2:00:54<54:15,  1.09it/s]
 65%|██████▍   | 6454/10000 [2:00:55<52:52,  1.12it/s]
 65%|██████▍   | 6455/10000 [2:00:56<51:07,  1.16it/s]
 65%|██████▍   | 6456/10000 [2:00:56<49:43,  1.19it/s]
 65%|██████▍   | 6457/10000 [2:00:57<47:55,  1.23it/s]
 65%|██████▍   | 6458/10000 [2:00:58<46:50,  1.26it/s]
 65%|██████▍   | 6459/10000 [2:00:59<45:20,  1.30it/s]
 65%|██████▍   | 6460/10000 [2:00:59<44:30,  1.33it/s]
 65%|██████▍   | 6461/10000 [2:01:00<42:18,  1.39it/s]
 65%|██████▍   | 6462/10000 [2:01:01<40:34,  1.45it/s]
 65%|██████▍   | 6463/10000 [2:01:01<38:26,  1.53it/s]
 65%|██████▍   | 6464/10000 [2:01:02<36:33,  1.61it/s]
 65%|██████▍   | 6465/10000 [2:01:02<34:14,  1.72it/s]
 65%|██████▍   | 6466/10000 [2:01:03<32:17,  1.82it/s]
 65%|██████▍   | 6467/10000 [2:01:03<30:04,  1.96it/s]
 65%|██████▍   | 6468/10000 [2:01:03<27:59,  2.10it/s]
 65%|██████▍   | 6469/10000 [2:01:04<26:11,  2.25it/s]
 65%|██████▍   | 6470/10000 [2:01:04<24:38,  2.39it/s]
 65%|██████▍   | 6471/10000 [2:01:05<23:08,  2.54it/s]
 65%|██████▍   | 6472/10000 [2:01:05<22:15,  2.64it/s]
 65%|██████▍   | 6473/10000 [2:01:05<21:24,  2.75it/s]
 65%|██████▍   | 6474/10000 [2:01:08<57:30,  1.02it/s]
 65%|██████▍   | 6475/10000 [2:01:10<1:18:19,  1.33s/it]
 65%|██████▍   | 6476/10000 [2:01:12<1:30:16,  1.54s/it]
 65%|██████▍   | 6477/10000 [2:01:14<1:35:41,  1.63s/it]
 65%|██████▍   | 6478/10000 [2:01:15<1:38:51,  1.68s/it]
 65%|██████▍   | 6479/10000 [2:01:17<1:38:54,  1.69s/it]
 65%|██████▍   | 6480/10000 [2:01:19<1:38:32,  1.68s/it]
 65%|██████▍   | 6481/10000 [2:01:20<1:36:07,  1.64s/it]
 65%|██████▍   | 6482/10000 [2:01:22<1:34:41,  1.62s/it]
 65%|██████▍   | 6483/10000 [2:01:23<1:31:36,  1.56s/it]
 65%|██████▍   | 6484/10000 [2:01:25<1:29:44,  1.53s/it]
 65%|██████▍   | 6485/10000 [2:01:26<1:25:58,  1.47s/it]
 65%|██████▍   | 6486/10000 [2:01:27<1:23:30,  1.43s/it]
 65%|██████▍   | 6487/10000 [2:01:29<1:20:55,  1.38s/it]
 65%|██████▍   | 6488/10000 [2:01:30<1:18:30,  1.34s/it]
 65%|██████▍   | 6489/10000 [2:01:31<1:16:06,  1.30s/it]
 65%|██████▍   | 6490/10000 [2:01:32<1:14:40,  1.28s/it]
 65%|██████▍   | 6491/10000 [2:01:34<1:12:24,  1.24s/it]
 65%|██████▍   | 6492/10000 [2:01:35<1:10:47,  1.21s/it]
 65%|██████▍   | 6493/10000 [2:01:36<1:08:43,  1.18s/it]
 65%|██████▍   | 6494/10000 [2:01:37<1:07:08,  1.15s/it]
 65%|██████▍   | 6495/10000 [2:01:38<1:05:21,  1.12s/it]
 65%|██████▍   | 6496/10000 [2:01:39<1:03:49,  1.09s/it]
 65%|██████▍   | 6497/10000 [2:01:40<1:02:01,  1.06s/it]
 65%|██████▍   | 6498/10000 [2:01:41<1:00:59,  1.04s/it]
 65%|██████▍   | 6499/10000 [2:01:42<59:04,  1.01s/it]  
 65%|██████▌   | 6500/10000 [2:01:43<57:41,  1.01it/s]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 = 2822
  Batch size = 12
{'eval_loss': 0.7424847483634949, 'eval_wer': 0.20489536621823617, 'eval_runtime': 89.6214, 'eval_samples_per_second': 31.488, 'eval_steps_per_second': 2.633, 'epoch': 12.74}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:43,  5.39it/s]

  1%|▏         | 3/236 [00:00<01:11,  3.24it/s]

  2%|▏         | 4/236 [00:01<01:15,  3.07it/s]

  2%|▏         | 5/236 [00:01<01:20,  2.87it/s]

  3%|▎         | 6/236 [00:02<01:24,  2.73it/s]

  3%|▎         | 7/236 [00:02<01:28,  2.57it/s]

  3%|▎         | 8/236 [00:02<01:29,  2.55it/s]

  4%|▍         | 9/236 [00:03<01:25,  2.65it/s]

  4%|▍         | 10/236 [00:03<01:32,  2.45it/s]

  5%|▍         | 11/236 [00:04<01:43,  2.17it/s]

  5%|▌         | 12/236 [00:04<01:37,  2.29it/s]

  6%|▌         | 13/236 [00:05<01:37,  2.29it/s]

  6%|▌         | 14/236 [00:05<01:38,  2.25it/s]

  6%|▋         | 15/236 [00:05<01:35,  2.31it/s]

  7%|▋         | 16/236 [00:06<01:40,  2.20it/s]

  7%|▋         | 17/236 [00:06<01:39,  2.21it/s]

  8%|▊         | 18/236 [00:07<01:40,  2.17it/s]

  8%|▊         | 19/236 [00:07<01:35,  2.27it/s]

  8%|▊         | 20/236 [00:08<01:41,  2.12it/s]

  9%|▉         | 21/236 [00:08<01:39,  2.16it/s]

  9%|▉         | 22/236 [00:09<01:38,  2.18it/s]

 10%|▉         | 23/236 [00:09<01:33,  2.27it/s]

 10%|█         | 24/236 [00:09<01:28,  2.39it/s]

 11%|█         | 25/236 [00:10<01:21,  2.57it/s]

 11%|█         | 26/236 [00:10<01:26,  2.44it/s]

 11%|█▏        | 27/236 [00:11<01:25,  2.45it/s]

 12%|█▏        | 28/236 [00:11<01:23,  2.50it/s]

 12%|█▏        | 29/236 [00:11<01:21,  2.55it/s]

 13%|█▎        | 30/236 [00:12<01:18,  2.62it/s]

 13%|█▎        | 31/236 [00:12<01:22,  2.48it/s]

 14%|█▎        | 32/236 [00:13<01:30,  2.25it/s]

 14%|█▍        | 33/236 [00:13<01:33,  2.18it/s]

 14%|█▍        | 34/236 [00:14<01:28,  2.27it/s]

 15%|█▍        | 35/236 [00:14<01:25,  2.34it/s]

 15%|█▌        | 36/236 [00:14<01:25,  2.35it/s]

 16%|█▌        | 37/236 [00:15<01:23,  2.38it/s]

 16%|█▌        | 38/236 [00:15<01:17,  2.56it/s]

 17%|█▋        | 39/236 [00:16<01:21,  2.40it/s]

 17%|█▋        | 40/236 [00:16<01:26,  2.27it/s]

 17%|█▋        | 41/236 [00:17<01:26,  2.26it/s]

 18%|█▊        | 42/236 [00:17<01:28,  2.19it/s]

 18%|█▊        | 43/236 [00:18<01:26,  2.23it/s]

 19%|█▊        | 44/236 [00:18<01:25,  2.24it/s]

 19%|█▉        | 45/236 [00:18<01:21,  2.35it/s]

 19%|█▉        | 46/236 [00:19<01:22,  2.31it/s]

 20%|█▉        | 47/236 [00:19<01:23,  2.25it/s]

 20%|██        | 48/236 [00:20<01:17,  2.42it/s]

 21%|██        | 49/236 [00:20<01:25,  2.19it/s]

 21%|██        | 50/236 [00:21<01:23,  2.22it/s]

 22%|██▏       | 51/236 [00:21<01:19,  2.31it/s]

 22%|██▏       | 52/236 [00:21<01:17,  2.38it/s]

 22%|██▏       | 53/236 [00:22<01:23,  2.20it/s]

 23%|██▎       | 54/236 [00:22<01:18,  2.32it/s]

 23%|██▎       | 55/236 [00:23<01:13,  2.45it/s]

 24%|██▎       | 56/236 [00:23<01:14,  2.40it/s]

 24%|██▍       | 57/236 [00:24<01:15,  2.39it/s]

 25%|██▍       | 58/236 [00:24<01:12,  2.45it/s]

 25%|██▌       | 59/236 [00:24<01:11,  2.47it/s]

 25%|██▌       | 60/236 [00:25<01:11,  2.46it/s]

 26%|██▌       | 61/236 [00:25<01:08,  2.54it/s]

 26%|██▋       | 62/236 [00:25<01:05,  2.64it/s]

 27%|██▋       | 63/236 [00:26<01:09,  2.51it/s]

 27%|██▋       | 64/236 [00:26<01:10,  2.44it/s]

 28%|██▊       | 65/236 [00:27<01:11,  2.40it/s]

 28%|██▊       | 66/236 [00:27<01:06,  2.54it/s]

 28%|██▊       | 67/236 [00:27<01:01,  2.73it/s]

 29%|██▉       | 68/236 [00:28<00:58,  2.85it/s]

 29%|██▉       | 69/236 [00:28<00:56,  2.97it/s]

 30%|██▉       | 70/236 [00:28<00:53,  3.09it/s]

 30%|███       | 71/236 [00:29<00:59,  2.78it/s]

 31%|███       | 72/236 [00:29<00:59,  2.73it/s]

 31%|███       | 73/236 [00:30<01:06,  2.45it/s]

 31%|███▏      | 74/236 [00:30<01:09,  2.34it/s]

 32%|███▏      | 75/236 [00:30<01:08,  2.36it/s]

 32%|███▏      | 76/236 [00:31<01:08,  2.33it/s]

 33%|███▎      | 77/236 [00:31<01:08,  2.31it/s]

 33%|███▎      | 78/236 [00:32<01:04,  2.44it/s]

 33%|███▎      | 79/236 [00:32<01:08,  2.31it/s]

 34%|███▍      | 80/236 [00:33<01:09,  2.25it/s]

 34%|███▍      | 81/236 [00:33<01:09,  2.23it/s]

 35%|███▍      | 82/236 [00:34<01:08,  2.23it/s]

 35%|███▌      | 83/236 [00:34<01:04,  2.38it/s]

 36%|███▌      | 84/236 [00:34<01:00,  2.50it/s]

 36%|███▌      | 85/236 [00:35<00:57,  2.61it/s]

 36%|███▋      | 86/236 [00:35<00:54,  2.75it/s]

 37%|███▋      | 87/236 [00:35<00:57,  2.61it/s]

 37%|███▋      | 88/236 [00:36<00:56,  2.62it/s]

 38%|███▊      | 89/236 [00:36<00:58,  2.51it/s]

 38%|███▊      | 90/236 [00:37<01:00,  2.43it/s]

 39%|███▊      | 91/236 [00:37<01:04,  2.26it/s]

 39%|███▉      | 92/236 [00:38<00:59,  2.42it/s]

 39%|███▉      | 93/236 [00:38<00:56,  2.55it/s]

 40%|███▉      | 94/236 [00:38<00:53,  2.67it/s]

 40%|████      | 95/236 [00:39<00:56,  2.50it/s]

 41%|████      | 96/236 [00:39<00:53,  2.60it/s]

 41%|████      | 97/236 [00:39<00:50,  2.74it/s]

 42%|████▏     | 98/236 [00:40<00:53,  2.60it/s]

 42%|████▏     | 99/236 [00:40<00:59,  2.30it/s]

 42%|████▏     | 100/236 [00:41<00:59,  2.30it/s]

 43%|████▎     | 101/236 [00:41<00:59,  2.25it/s]

 43%|████▎     | 102/236 [00:42<00:56,  2.38it/s]

 44%|████▎     | 103/236 [00:42<00:54,  2.45it/s]

 44%|████▍     | 104/236 [00:42<00:56,  2.33it/s]

 44%|████▍     | 105/236 [00:43<00:52,  2.48it/s]

 45%|████▍     | 106/236 [00:43<00:52,  2.47it/s]

 45%|████▌     | 107/236 [00:44<00:52,  2.48it/s]

 46%|████▌     | 108/236 [00:44<00:57,  2.22it/s]

 46%|████▌     | 109/236 [00:45<00:57,  2.21it/s]

 47%|████▋     | 110/236 [00:45<00:52,  2.39it/s]

 47%|████▋     | 111/236 [00:45<00:49,  2.50it/s]

 47%|████▋     | 112/236 [00:46<00:51,  2.41it/s]

 48%|████▊     | 113/236 [00:46<00:51,  2.41it/s]

 48%|████▊     | 114/236 [00:47<00:51,  2.39it/s]

 49%|████▊     | 115/236 [00:47<00:48,  2.48it/s]

 49%|████▉     | 116/236 [00:47<00:48,  2.50it/s]

 50%|████▉     | 117/236 [00:48<00:50,  2.34it/s]

 50%|█████     | 118/236 [00:48<00:48,  2.42it/s]

 50%|█████     | 119/236 [00:49<00:47,  2.47it/s]

 51%|█████     | 120/236 [00:49<00:45,  2.53it/s]

 51%|█████▏    | 121/236 [00:49<00:46,  2.47it/s]

 52%|█████▏    | 122/236 [00:50<00:48,  2.33it/s]

 52%|█████▏    | 123/236 [00:50<00:46,  2.42it/s]

 53%|█████▎    | 124/236 [00:51<00:46,  2.41it/s]

 53%|█████▎    | 125/236 [00:51<00:45,  2.45it/s]

 53%|█████▎    | 126/236 [00:51<00:43,  2.53it/s]

 54%|█████▍    | 127/236 [00:52<00:45,  2.41it/s]

 54%|█████▍    | 128/236 [00:52<00:45,  2.38it/s]

 55%|█████▍    | 129/236 [00:53<00:41,  2.58it/s]

 55%|█████▌    | 130/236 [00:53<00:39,  2.68it/s]

 56%|█████▌    | 131/236 [00:53<00:40,  2.58it/s]

 56%|█████▌    | 132/236 [00:54<00:38,  2.68it/s]

 56%|█████▋    | 133/236 [00:54<00:42,  2.43it/s]

 57%|█████▋    | 134/236 [00:55<00:42,  2.40it/s]

 57%|█████▋    | 135/236 [00:55<00:40,  2.48it/s]

 58%|█████▊    | 136/236 [00:56<00:42,  2.33it/s]

 58%|█████▊    | 137/236 [00:56<00:42,  2.31it/s]

 58%|█████▊    | 138/236 [00:56<00:43,  2.26it/s]

 59%|█████▉    | 139/236 [00:57<00:40,  2.40it/s]

 59%|█████▉    | 140/236 [00:57<00:38,  2.51it/s]

 60%|█████▉    | 141/236 [00:58<00:39,  2.41it/s]

 60%|██████    | 142/236 [00:58<00:42,  2.20it/s]

 61%|██████    | 143/236 [00:59<00:45,  2.06it/s]

 61%|██████    | 144/236 [00:59<00:42,  2.17it/s]

 61%|██████▏   | 145/236 [01:00<00:42,  2.14it/s]

 62%|██████▏   | 146/236 [01:00<00:39,  2.26it/s]

 62%|██████▏   | 147/236 [01:00<00:38,  2.30it/s]

 63%|██████▎   | 148/236 [01:01<00:37,  2.36it/s]

 63%|██████▎   | 149/236 [01:01<00:35,  2.48it/s]

 64%|██████▎   | 150/236 [01:01<00:32,  2.67it/s]

 64%|██████▍   | 151/236 [01:02<00:32,  2.58it/s]

 64%|██████▍   | 152/236 [01:02<00:31,  2.67it/s]

 65%|██████▍   | 153/236 [01:03<00:31,  2.65it/s]

 65%|██████▌   | 154/236 [01:03<00:31,  2.64it/s]

 66%|██████▌   | 155/236 [01:03<00:30,  2.65it/s]

 66%|██████▌   | 156/236 [01:04<00:33,  2.40it/s]

 67%|██████▋   | 157/236 [01:04<00:34,  2.27it/s]

 67%|██████▋   | 158/236 [01:05<00:33,  2.31it/s]

 67%|██████▋   | 159/236 [01:05<00:30,  2.53it/s]

 68%|██████▊   | 160/236 [01:05<00:30,  2.53it/s]

 68%|██████▊   | 161/236 [01:06<00:29,  2.56it/s]

 69%|██████▊   | 162/236 [01:06<00:27,  2.73it/s]

 69%|██████▉   | 163/236 [01:07<00:26,  2.79it/s]

 69%|██████▉   | 164/236 [01:07<00:24,  2.99it/s]

 70%|██████▉   | 165/236 [01:07<00:23,  3.06it/s]

 70%|███████   | 166/236 [01:07<00:23,  2.99it/s]

 71%|███████   | 167/236 [01:08<00:24,  2.83it/s]

 71%|███████   | 168/236 [01:08<00:24,  2.79it/s]

 72%|███████▏  | 169/236 [01:09<00:24,  2.74it/s]

 72%|███████▏  | 170/236 [01:09<00:27,  2.40it/s]

 72%|███████▏  | 171/236 [01:09<00:24,  2.63it/s]

 73%|███████▎  | 172/236 [01:10<00:23,  2.67it/s]

 73%|███████▎  | 173/236 [01:10<00:25,  2.49it/s]

 74%|███████▎  | 174/236 [01:11<00:26,  2.31it/s]

 74%|███████▍  | 175/236 [01:11<00:25,  2.37it/s]

 75%|███████▍  | 176/236 [01:12<00:24,  2.40it/s]

 75%|███████▌  | 177/236 [01:12<00:22,  2.64it/s]

 75%|███████▌  | 178/236 [01:12<00:22,  2.59it/s]

 76%|███████▌  | 179/236 [01:13<00:23,  2.47it/s]

 76%|███████▋  | 180/236 [01:13<00:22,  2.51it/s]

 77%|███████▋  | 181/236 [01:14<00:23,  2.38it/s]

 77%|███████▋  | 182/236 [01:14<00:22,  2.38it/s]

 78%|███████▊  | 183/236 [01:14<00:20,  2.58it/s]

 78%|███████▊  | 184/236 [01:15<00:20,  2.50it/s]

 78%|███████▊  | 185/236 [01:15<00:20,  2.53it/s]

 79%|███████▉  | 186/236 [01:16<00:20,  2.45it/s]

 79%|███████▉  | 187/236 [01:16<00:19,  2.52it/s]

 80%|███████▉  | 188/236 [01:16<00:18,  2.53it/s]

 80%|████████  | 189/236 [01:17<00:18,  2.57it/s]

 81%|████████  | 190/236 [01:17<00:19,  2.32it/s]

 81%|████████  | 191/236 [01:18<00:18,  2.44it/s]

 81%|████████▏ | 192/236 [01:18<00:16,  2.73it/s]

 82%|████████▏ | 193/236 [01:18<00:16,  2.56it/s]

 82%|████████▏ | 194/236 [01:19<00:17,  2.38it/s]

 83%|████████▎ | 195/236 [01:19<00:14,  2.80it/s]

 83%|████████▎ | 196/236 [01:19<00:13,  2.87it/s]

 83%|████████▎ | 197/236 [01:20<00:13,  2.90it/s]

 84%|████████▍ | 198/236 [01:20<00:14,  2.65it/s]

 84%|████████▍ | 199/236 [01:21<00:14,  2.57it/s]

 85%|████████▍ | 200/236 [01:21<00:14,  2.56it/s]

 85%|████████▌ | 201/236 [01:21<00:14,  2.38it/s]

 86%|████████▌ | 202/236 [01:22<00:14,  2.35it/s]

 86%|████████▌ | 203/236 [01:22<00:12,  2.62it/s]

 86%|████████▋ | 204/236 [01:22<00:11,  2.68it/s]

 87%|████████▋ | 205/236 [01:23<00:11,  2.62it/s]

 87%|████████▋ | 206/236 [01:23<00:10,  2.78it/s]

 88%|████████▊ | 207/236 [01:23<00:09,  3.02it/s]

 88%|████████▊ | 208/236 [01:24<00:10,  2.80it/s]

 89%|████████▊ | 209/236 [01:24<00:10,  2.63it/s]

 89%|████████▉ | 210/236 [01:25<00:10,  2.46it/s]

 89%|████████▉ | 211/236 [01:25<00:10,  2.33it/s]

 90%|████████▉ | 212/236 [01:26<00:09,  2.46it/s]

 90%|█████████ | 213/236 [01:26<00:08,  2.63it/s]

 91%|█████████ | 214/236 [01:26<00:08,  2.66it/s]

 91%|█████████ | 215/236 [01:27<00:08,  2.62it/s]

 92%|█████████▏| 216/236 [01:27<00:07,  2.76it/s]

 92%|█████████▏| 217/236 [01:27<00:07,  2.49it/s]

 92%|█████████▏| 218/236 [01:28<00:06,  2.78it/s]

 93%|█████████▎| 219/236 [01:28<00:05,  2.93it/s]

 93%|█████████▎| 220/236 [01:29<00:06,  2.65it/s]

 94%|█████████▎| 221/236 [01:29<00:05,  2.63it/s]

 94%|█████████▍| 222/236 [01:29<00:05,  2.48it/s]

 94%|█████████▍| 223/236 [01:30<00:05,  2.51it/s]

 95%|█████████▍| 224/236 [01:30<00:05,  2.31it/s]

 95%|█████████▌| 225/236 [01:31<00:04,  2.39it/s]

 96%|█████████▌| 226/236 [01:31<00:04,  2.40it/s]

 96%|█████████▌| 227/236 [01:31<00:03,  2.52it/s]

 97%|█████████▋| 228/236 [01:32<00:03,  2.58it/s]

 97%|█████████▋| 229/236 [01:32<00:02,  2.51it/s]

 97%|█████████▋| 230/236 [01:33<00:02,  2.63it/s]

 98%|█████████▊| 231/236 [01:33<00:01,  2.56it/s]

 98%|█████████▊| 232/236 [01:33<00:01,  2.55it/s]

 99%|█████████▊| 233/236 [01:34<00:01,  2.66it/s]

 99%|█████████▉| 234/236 [01:34<00:00,  2.91it/s]

100%|█████████▉| 235/236 [01:34<00:00,  2.75it/s]
                                                      

                                                 

 65%|██████▌   | 6500/10000 [2:03:20<57:41,  1.01it/s]

100%|██████████| 236/236 [01:36<00:00,  2.75it/s]

                                                 
 65%|██████▌   | 6501/10000 [2:03:21<29:10:23, 30.02s/it]
 65%|██████▌   | 6502/10000 [2:03:21<20:39:37, 21.26s/it]
 65%|██████▌   | 6503/10000 [2:03:22<14:41:59, 15.13s/it]
 65%|██████▌   | 6504/10000 [2:03:23<10:31:23, 10.84s/it]
 65%|██████▌   | 6505/10000 [2:03:24<7:35:26,  7.82s/it] 
 65%|██████▌   | 6506/10000 [2:03:25<5:31:48,  5.70s/it]
 65%|██████▌   | 6507/10000 [2:03:25<4:05:03,  4.21s/it]
 65%|██████▌   | 6508/10000 [2:03:26<3:03:38,  3.16s/it]
 65%|██████▌   | 6509/10000 [2:03:27<2:20:15,  2.41s/it]
 65%|██████▌   | 6510/10000 [2:03:27<1:49:18,  1.88s/it]
 65%|██████▌   | 6511/10000 [2:03:28<1:27:05,  1.50s/it]
 65%|██████▌   | 6512/10000 [2:03:29<1:11:11,  1.22s/it]
 65%|██████▌   | 6513/10000 [2:03:29<59:26,  1.02s/it]  
 65%|██████▌   | 6514/10000 [2:03:30<50:50,  1.14it/s]
 65%|██████▌   | 6515/10000 [2:03:30<44:07,  1.32it/s]
 65%|██████▌   | 6516/10000 [2:03:31<38:56,  1.49it/s]
 65%|██████▌   | 6517/10000 [2:03:31<34:51,  1.67it/s]
 65%|██████▌   | 6518/10000 [2:03:31<31:33,  1.84it/s]
 65%|██████▌   | 6519/10000 [2:03:32<28:39,  2.02it/s]
 65%|██████▌   | 6520/10000 [2:03:32<26:14,  2.21it/s]
 65%|██████▌   | 6521/10000 [2:03:33<24:47,  2.34it/s]
 65%|██████▌   | 6522/10000 [2:03:33<22:59,  2.52it/s]
 65%|██████▌   | 6523/10000 [2:03:33<21:45,  2.66it/s]
 65%|██████▌   | 6524/10000 [2:03:35<53:05,  1.09it/s]
 65%|██████▌   | 6525/10000 [2:03:37<1:11:33,  1.24s/it]
 65%|██████▌   | 6526/10000 [2:03:39<1:22:32,  1.43s/it]
 65%|██████▌   | 6527/10000 [2:03:41<1:28:35,  1.53s/it]
 65%|██████▌   | 6528/10000 [2:03:43<1:31:01,  1.57s/it]
 65%|██████▌   | 6529/10000 [2:03:44<1:31:47,  1.59s/it]
 65%|██████▌   | 6530/10000 [2:03:46<1:31:14,  1.58s/it]
 65%|██████▌   | 6531/10000 [2:03:47<1:29:27,  1.55s/it]
 65%|██████▌   | 6532/10000 [2:03:49<1:27:30,  1.51s/it]
 65%|██████▌   | 6533/10000 [2:03:50<1:25:44,  1.48s/it]
 65%|██████▌   | 6534/10000 [2:03:52<1:24:15,  1.46s/it]
 65%|██████▌   | 6535/10000 [2:03:53<1:22:18,  1.43s/it]
 65%|██████▌   | 6536/10000 [2:03:54<1:20:27,  1.39s/it]
 65%|██████▌   | 6537/10000 [2:03:55<1:18:37,  1.36s/it]
 65%|██████▌   | 6538/10000 [2:03:57<1:16:39,  1.33s/it]
 65%|██████▌   | 6539/10000 [2:03:58<1:14:18,  1.29s/it]
 65%|██████▌   | 6540/10000 [2:03:59<1:12:19,  1.25s/it]
 65%|██████▌   | 6541/10000 [2:04:00<1:10:52,  1.23s/it]
 65%|██████▌   | 6542/10000 [2:04:01<1:09:09,  1.20s/it]
 65%|██████▌   | 6543/10000 [2:04:03<1:07:16,  1.17s/it]
 65%|██████▌   | 6544/10000 [2:04:04<1:05:01,  1.13s/it]
 65%|██████▌   | 6545/10000 [2:04:05<1:03:10,  1.10s/it]
 65%|██████▌   | 6546/10000 [2:04:06<1:01:16,  1.06s/it]
 65%|██████▌   | 6547/10000 [2:04:07<59:25,  1.03s/it]  
 65%|██████▌   | 6548/10000 [2:04:07<57:41,  1.00s/it]
 65%|██████▌   | 6549/10000 [2:04:08<55:57,  1.03it/s]
 66%|██████▌   | 6550/10000 [2:04:09<54:08,  1.06it/s]
 66%|██████▌   | 6551/10000 [2:04:10<52:58,  1.09it/s]
 66%|██████▌   | 6552/10000 [2:04:11<51:50,  1.11it/s]
 66%|██████▌   | 6553/10000 [2:04:12<50:36,  1.14it/s]
 66%|██████▌   | 6554/10000 [2:04:13<49:18,  1.16it/s]
 66%|██████▌   | 6555/10000 [2:04:13<47:59,  1.20it/s]
 66%|██████▌   | 6556/10000 [2:04:14<46:49,  1.23it/s]
 66%|██████▌   | 6557/10000 [2:04:15<45:43,  1.25it/s]
 66%|██████▌   | 6558/10000 [2:04:16<44:34,  1.29it/s]
 66%|██████▌   | 6559/10000 [2:04:16<43:35,  1.32it/s]
 66%|██████▌   | 6560/10000 [2:04:17<42:14,  1.36it/s]
 66%|██████▌   | 6561/10000 [2:04:18<40:35,  1.41it/s]
 66%|██████▌   | 6562/10000 [2:04:18<39:09,  1.46it/s]
 66%|██████▌   | 6563/10000 [2:04:19<37:20,  1.53it/s]
 66%|██████▌   | 6564/10000 [2:04:19<35:31,  1.61it/s]
 66%|██████▌   | 6565/10000 [2:04:20<33:57,  1.69it/s]
 66%|██████▌   | 6566/10000 [2:04:20<32:02,  1.79it/s]
 66%|██████▌   | 6567/10000 [2:04:21<30:20,  1.89it/s]
 66%|██████▌   | 6568/10000 [2:04:21<30:06,  1.90it/s]
 66%|██████▌   | 6569/10000 [2:04:22<28:10,  2.03it/s]
 66%|██████▌   | 6570/10000 [2:04:22<26:14,  2.18it/s]
 66%|██████▌   | 6571/10000 [2:04:23<24:32,  2.33it/s]
 66%|██████▌   | 6572/10000 [2:04:23<23:00,  2.48it/s]
 66%|██████▌   | 6573/10000 [2:04:23<22:48,  2.50it/s]
 66%|██████▌   | 6574/10000 [2:04:25<53:29,  1.07it/s]
 66%|██████▌   | 6575/10000 [2:04:27<1:09:19,  1.21s/it]
 66%|██████▌   | 6576/10000 [2:04:29<1:16:44,  1.34s/it]
 66%|██████▌   | 6577/10000 [2:04:30<1:19:22,  1.39s/it]
 66%|██████▌   | 6578/10000 [2:04:32<1:18:34,  1.38s/it]
 66%|██████▌   | 6579/10000 [2:04:33<1:16:18,  1.34s/it]
 66%|██████▌   | 6580/10000 [2:04:34<1:14:04,  1.30s/it]
 66%|██████▌   | 6581/10000 [2:04:35<1:11:12,  1.25s/it]
 66%|██████▌   | 6582/10000 [2:04:36<1:07:57,  1.19s/it]
 66%|██████▌   | 6583/10000 [2:04:38<1:04:58,  1.14s/it]
 66%|██████▌   | 6584/10000 [2:04:38<1:01:39,  1.08s/it]
 66%|██████▌   | 6585/10000 [2:04:39<58:01,  1.02s/it]  
 66%|██████▌   | 6586/10000 [2:04:40<54:36,  1.04it/s]
 66%|██████▌   | 6587/10000 [2:04:41<51:20,  1.11it/s]
 66%|██████▌   | 6588/10000 [2:04:42<47:40,  1.19it/s]
 66%|██████▌   | 6589/10000 [2:04:42<44:44,  1.27it/s]
 66%|██████▌   | 6590/10000 [2:04:43<41:20,  1.37it/s]
 66%|██████▌   | 6591/10000 [2:04:43<37:38,  1.51it/s]
 66%|██████▌   | 6592/10000 [2:04:44<33:04,  1.72it/s]
 66%|██████▌   | 6593/10000 [2:04:44<29:08,  1.95it/s]
 66%|██████▌   | 6594/10000 [2:04:44<24:52,  2.28it/s]
 66%|██████▌   | 6595/10000 [2:04:47<55:33,  1.02it/s]
 66%|██████▌   | 6596/10000 [2:04:49<1:12:52,  1.28s/it]
 66%|██████▌   | 6597/10000 [2:04:50<1:22:17,  1.45s/it]
 66%|██████▌   | 6598/10000 [2:04:52<1:27:07,  1.54s/it]
 66%|██████▌   | 6599/10000 [2:04:54<1:29:41,  1.58s/it]
 66%|██████▌   | 6600/10000 [2:04:56<1:30:25,  1.60s/it]
 66%|██████▌   | 6601/10000 [2:04:57<1:29:45,  1.58s/it]
 66%|██████▌   | 6602/10000 [2:04:59<1:30:45,  1.60s/it]
 66%|██████▌   | 6603/10000 [2:05:00<1:28:55,  1.57s/it]
 66%|██████▌   | 6604/10000 [2:05:02<1:26:38,  1.53s/it]
 66%|██████▌   | 6605/10000 [2:05:03<1:24:28,  1.49s/it]
 66%|██████▌   | 6606/10000 [2:05:04<1:22:24,  1.46s/it]
 66%|██████▌   | 6607/10000 [2:05:06<1:20:02,  1.42s/it]
 66%|██████▌   | 6608/10000 [2:05:07<1:17:01,  1.36s/it]
 66%|██████▌   | 6609/10000 [2:05:08<1:15:16,  1.33s/it]
 66%|██████▌   | 6610/10000 [2:05:09<1:13:18,  1.30s/it]
 66%|██████▌   | 6611/10000 [2:05:11<1:11:10,  1.26s/it]
 66%|██████▌   | 6612/10000 [2:05:12<1:09:39,  1.23s/it]
 66%|██████▌   | 6613/10000 [2:05:13<1:07:57,  1.20s/it]
 66%|██████▌   | 6614/10000 [2:05:14<1:06:17,  1.17s/it]
 66%|██████▌   | 6615/10000 [2:05:15<1:03:45,  1.13s/it]
 66%|██████▌   | 6616/10000 [2:05:16<1:01:50,  1.10s/it]
 66%|██████▌   | 6617/10000 [2:05:17<1:00:20,  1.07s/it]
 66%|██████▌   | 6618/10000 [2:05:18<58:46,  1.04s/it]  
 66%|██████▌   | 6619/10000 [2:05:19<57:03,  1.01s/it]
 66%|██████▌   | 6620/10000 [2:05:20<54:44,  1.03it/s]
 66%|██████▌   | 6621/10000 [2:05:21<54:29,  1.03it/s]
 66%|██████▌   | 6622/10000 [2:05:22<53:38,  1.05it/s]
 66%|██████▌   | 6623/10000 [2:05:23<52:00,  1.08it/s]
 66%|██████▌   | 6624/10000 [2:05:23<50:27,  1.12it/s]
 66%|██████▋   | 6625/10000 [2:05:24<49:40,  1.13it/s]
 66%|██████▋   | 6626/10000 [2:05:25<49:06,  1.15it/s]
 66%|██████▋   | 6627/10000 [2:05:26<47:25,  1.19it/s]
 66%|██████▋   | 6628/10000 [2:05:27<45:36,  1.23it/s]
 66%|██████▋   | 6629/10000 [2:05:27<44:13,  1.27it/s]
 66%|██████▋   | 6630/10000 [2:05:28<42:57,  1.31it/s]
 66%|██████▋   | 6631/10000 [2:05:29<41:51,  1.34it/s]
 66%|██████▋   | 6632/10000 [2:05:29<40:40,  1.38it/s]
 66%|██████▋   | 6633/10000 [2:05:30<39:04,  1.44it/s]
 66%|██████▋   | 6634/10000 [2:05:31<37:30,  1.50it/s]
 66%|██████▋   | 6635/10000 [2:05:31<35:44,  1.57it/s]
 66%|██████▋   | 6636/10000 [2:05:32<34:09,  1.64it/s]
 66%|██████▋   | 6637/10000 [2:05:32<32:58,  1.70it/s]
 66%|██████▋   | 6638/10000 [2:05:33<31:19,  1.79it/s]
 66%|██████▋   | 6639/10000 [2:05:33<28:43,  1.95it/s]
 66%|██████▋   | 6640/10000 [2:05:34<26:34,  2.11it/s]
 66%|██████▋   | 6641/10000 [2:05:34<24:39,  2.27it/s]
 66%|██████▋   | 6642/10000 [2:05:34<23:10,  2.41it/s]
 66%|██████▋   | 6643/10000 [2:05:35<21:59,  2.54it/s]
 66%|██████▋   | 6644/10000 [2:05:35<21:00,  2.66it/s]
 66%|██████▋   | 6645/10000 [2:05:37<52:41,  1.06it/s]
 66%|██████▋   | 6646/10000 [2:05:39<1:10:59,  1.27s/it]
 66%|██████▋   | 6647/10000 [2:05:41<1:22:16,  1.47s/it]
 66%|██████▋   | 6648/10000 [2:05:43<1:34:03,  1.68s/it]
 66%|██████▋   | 6649/10000 [2:05:45<1:34:38,  1.69s/it]
 66%|██████▋   | 6650/10000 [2:05:47<1:33:29,  1.67s/it]
 67%|██████▋   | 6651/10000 [2:05:48<1:32:49,  1.66s/it]
 67%|██████▋   | 6652/10000 [2:05:50<1:31:02,  1.63s/it]
 67%|██████▋   | 6653/10000 [2:05:52<1:29:42,  1.61s/it]
 67%|██████▋   | 6654/10000 [2:05:53<1:27:07,  1.56s/it]
 67%|██████▋   | 6655/10000 [2:05:54<1:24:05,  1.51s/it]
 67%|██████▋   | 6656/10000 [2:05:56<1:21:33,  1.46s/it]
 67%|██████▋   | 6657/10000 [2:05:57<1:19:19,  1.42s/it]
 67%|██████▋   | 6658/10000 [2:05:58<1:17:08,  1.38s/it]
 67%|██████▋   | 6659/10000 [2:06:00<1:14:09,  1.33s/it]
 67%|██████▋   | 6660/10000 [2:06:01<1:11:53,  1.29s/it]
 67%|██████▋   | 6661/10000 [2:06:02<1:10:01,  1.26s/it]
 67%|██████▋   | 6662/10000 [2:06:03<1:06:58,  1.20s/it]
 67%|██████▋   | 6663/10000 [2:06:04<1:05:33,  1.18s/it]
 67%|██████▋   | 6664/10000 [2:06:05<1:03:41,  1.15s/it]
 67%|██████▋   | 6665/10000 [2:06:06<1:01:54,  1.11s/it]
 67%|██████▋   | 6666/10000 [2:06:07<1:00:06,  1.08s/it]
 67%|██████▋   | 6667/10000 [2:06:08<58:29,  1.05s/it]  
 67%|██████▋   | 6668/10000 [2:06:09<57:00,  1.03s/it]
 67%|██████▋   | 6669/10000 [2:06:10<55:50,  1.01s/it]
 67%|██████▋   | 6670/10000 [2:06:11<54:21,  1.02it/s]
 67%|██████▋   | 6671/10000 [2:06:12<53:03,  1.05it/s]
 67%|██████▋   | 6672/10000 [2:06:13<51:50,  1.07it/s]
 67%|██████▋   | 6673/10000 [2:06:14<50:20,  1.10it/s]
 67%|██████▋   | 6674/10000 [2:06:15<48:59,  1.13it/s]
 67%|██████▋   | 6675/10000 [2:06:15<47:53,  1.16it/s]
 67%|██████▋   | 6676/10000 [2:06:16<46:27,  1.19it/s]
 67%|██████▋   | 6677/10000 [2:06:17<45:04,  1.23it/s]
 67%|██████▋   | 6678/10000 [2:06:18<43:51,  1.26it/s]
 67%|██████▋   | 6679/10000 [2:06:18<42:37,  1.30it/s]
 67%|██████▋   | 6680/10000 [2:06:19<41:18,  1.34it/s]
 67%|██████▋   | 6681/10000 [2:06:20<40:29,  1.37it/s]
 67%|██████▋   | 6682/10000 [2:06:20<38:46,  1.43it/s]
 67%|██████▋   | 6683/10000 [2:06:21<37:06,  1.49it/s]
 67%|██████▋   | 6684/10000 [2:06:22<35:31,  1.56it/s]
 67%|██████▋   | 6685/10000 [2:06:22<33:42,  1.64it/s]
 67%|██████▋   | 6686/10000 [2:06:23<31:43,  1.74it/s]
 67%|██████▋   | 6687/10000 [2:06:23<29:53,  1.85it/s]
 67%|██████▋   | 6688/10000 [2:06:24<28:23,  1.94it/s]
 67%|██████▋   | 6689/10000 [2:06:24<26:41,  2.07it/s]
 67%|██████▋   | 6690/10000 [2:06:24<24:37,  2.24it/s]
 67%|██████▋   | 6691/10000 [2:06:25<23:04,  2.39it/s]
 67%|██████▋   | 6692/10000 [2:06:25<22:24,  2.46it/s]
 67%|██████▋   | 6693/10000 [2:06:25<21:07,  2.61it/s]
 67%|██████▋   | 6694/10000 [2:06:26<20:08,  2.74it/s]
 67%|██████▋   | 6695/10000 [2:06:28<51:19,  1.07it/s]
 67%|██████▋   | 6696/10000 [2:06:30<1:09:27,  1.26s/it]
 67%|██████▋   | 6697/10000 [2:06:32<1:19:46,  1.45s/it]
 67%|██████▋   | 6698/10000 [2:06:34<1:24:46,  1.54s/it]
 67%|██████▋   | 6699/10000 [2:06:35<1:27:49,  1.60s/it]
 67%|██████▋   | 6700/10000 [2:06:37<1:27:57,  1.60s/it]
 67%|██████▋   | 6701/10000 [2:06:39<1:28:22,  1.61s/it]
 67%|██████▋   | 6702/10000 [2:06:40<1:27:08,  1.59s/it]
 67%|██████▋   | 6703/10000 [2:06:42<1:25:37,  1.56s/it]
 67%|██████▋   | 6704/10000 [2:06:43<1:23:37,  1.52s/it]
 67%|██████▋   | 6705/10000 [2:06:44<1:21:35,  1.49s/it]
 67%|██████▋   | 6706/10000 [2:06:46<1:19:26,  1.45s/it]
 67%|██████▋   | 6707/10000 [2:06:47<1:17:08,  1.41s/it]
 67%|██████▋   | 6708/10000 [2:06:48<1:15:07,  1.37s/it]
 67%|██████▋   | 6709/10000 [2:06:50<1:13:10,  1.33s/it]
 67%|██████▋   | 6710/10000 [2:06:51<1:11:19,  1.30s/it]
 67%|██████▋   | 6711/10000 [2:06:52<1:09:12,  1.26s/it]
 67%|██████▋   | 6712/10000 [2:06:53<1:07:12,  1.23s/it]
 67%|██████▋   | 6713/10000 [2:06:54<1:05:06,  1.19s/it]
 67%|██████▋   | 6714/10000 [2:06:55<1:03:13,  1.15s/it]
 67%|██████▋   | 6715/10000 [2:06:56<1:01:29,  1.12s/it]
 67%|██████▋   | 6716/10000 [2:06:57<59:47,  1.09s/it]  
 67%|██████▋   | 6717/10000 [2:06:58<58:06,  1.06s/it]
 67%|██████▋   | 6718/10000 [2:06:59<56:19,  1.03s/it]
 67%|██████▋   | 6719/10000 [2:07:00<54:33,  1.00it/s]
 67%|██████▋   | 6720/10000 [2:07:01<54:04,  1.01it/s]
 67%|██████▋   | 6721/10000 [2:07:02<52:32,  1.04it/s]
 67%|██████▋   | 6722/10000 [2:07:03<51:19,  1.06it/s]
 67%|██████▋   | 6723/10000 [2:07:04<49:59,  1.09it/s]
 67%|██████▋   | 6724/10000 [2:07:05<48:57,  1.12it/s]
 67%|██████▋   | 6725/10000 [2:07:06<48:00,  1.14it/s]
 67%|██████▋   | 6726/10000 [2:07:06<46:45,  1.17it/s]
 67%|██████▋   | 6727/10000 [2:07:07<45:27,  1.20it/s]
 67%|██████▋   | 6728/10000 [2:07:08<44:02,  1.24it/s]
 67%|██████▋   | 6729/10000 [2:07:09<42:31,  1.28it/s]
 67%|██████▋   | 6730/10000 [2:07:09<41:17,  1.32it/s]
 67%|██████▋   | 6731/10000 [2:07:10<40:06,  1.36it/s]
 67%|██████▋   | 6732/10000 [2:07:11<38:13,  1.42it/s]
 67%|██████▋   | 6733/10000 [2:07:11<36:27,  1.49it/s]
 67%|██████▋   | 6734/10000 [2:07:12<35:10,  1.55it/s]
 67%|██████▋   | 6735/10000 [2:07:12<33:45,  1.61it/s]
 67%|██████▋   | 6736/10000 [2:07:13<31:45,  1.71it/s]
 67%|██████▋   | 6737/10000 [2:07:13<29:53,  1.82it/s]
 67%|██████▋   | 6738/10000 [2:07:14<28:04,  1.94it/s]
 67%|██████▋   | 6739/10000 [2:07:14<26:29,  2.05it/s]
 67%|██████▋   | 6740/10000 [2:07:15<24:36,  2.21it/s]
 67%|██████▋   | 6741/10000 [2:07:15<23:10,  2.34it/s]
 67%|██████▋   | 6742/10000 [2:07:15<22:03,  2.46it/s]
 67%|██████▋   | 6743/10000 [2:07:16<20:58,  2.59it/s]
 67%|██████▋   | 6744/10000 [2:07:16<20:11,  2.69it/s]
 67%|██████▋   | 6745/10000 [2:07:18<50:38,  1.07it/s]
 67%|██████▋   | 6746/10000 [2:07:20<1:07:30,  1.24s/it]
 67%|██████▋   | 6747/10000 [2:07:22<1:16:51,  1.42s/it]
 67%|██████▋   | 6748/10000 [2:07:24<1:22:41,  1.53s/it]
 67%|██████▋   | 6749/10000 [2:07:25<1:25:13,  1.57s/it]
 68%|██████▊   | 6750/10000 [2:07:27<1:26:24,  1.60s/it]
 68%|██████▊   | 6751/10000 [2:07:29<1:26:05,  1.59s/it]
 68%|██████▊   | 6752/10000 [2:07:30<1:25:11,  1.57s/it]
 68%|██████▊   | 6753/10000 [2:07:32<1:24:00,  1.55s/it]
 68%|██████▊   | 6754/10000 [2:07:33<1:22:12,  1.52s/it]
 68%|██████▊   | 6755/10000 [2:07:35<1:19:33,  1.47s/it]
 68%|██████▊   | 6756/10000 [2:07:36<1:17:54,  1.44s/it]
 68%|██████▊   | 6757/10000 [2:07:37<1:16:07,  1.41s/it]
 68%|██████▊   | 6758/10000 [2:07:39<1:13:46,  1.37s/it]
 68%|██████▊   | 6759/10000 [2:07:40<1:11:56,  1.33s/it]
 68%|██████▊   | 6760/10000 [2:07:41<1:09:57,  1.30s/it]
 68%|██████▊   | 6761/10000 [2:07:42<1:08:17,  1.27s/it]
 68%|██████▊   | 6762/10000 [2:07:43<1:06:14,  1.23s/it]
 68%|██████▊   | 6763/10000 [2:07:44<1:04:22,  1.19s/it]
 68%|██████▊   | 6764/10000 [2:07:45<1:02:10,  1.15s/it]
 68%|██████▊   | 6765/10000 [2:07:47<1:01:02,  1.13s/it]
 68%|██████▊   | 6766/10000 [2:07:48<59:44,  1.11s/it]  
 68%|██████▊   | 6767/10000 [2:07:49<58:28,  1.09s/it]
 68%|██████▊   | 6768/10000 [2:07:50<56:17,  1.04s/it]
 68%|██████▊   | 6769/10000 [2:07:51<55:10,  1.02s/it]
 68%|██████▊   | 6770/10000 [2:07:51<53:13,  1.01it/s]
 68%|██████▊   | 6771/10000 [2:07:52<52:19,  1.03it/s]
 68%|██████▊   | 6772/10000 [2:07:53<51:10,  1.05it/s]
 68%|██████▊   | 6773/10000 [2:07:54<49:59,  1.08it/s]
 68%|██████▊   | 6774/10000 [2:07:55<50:38,  1.06it/s]
 68%|██████▊   | 6775/10000 [2:07:56<49:09,  1.09it/s]
 68%|██████▊   | 6776/10000 [2:07:57<47:55,  1.12it/s]
 68%|██████▊   | 6777/10000 [2:07:58<46:30,  1.16it/s]
 68%|██████▊   | 6778/10000 [2:07:59<46:17,  1.16it/s]
 68%|██████▊   | 6779/10000 [2:07:59<44:24,  1.21it/s]
 68%|██████▊   | 6780/10000 [2:08:00<44:09,  1.22it/s]
 68%|██████▊   | 6781/10000 [2:08:01<42:07,  1.27it/s]
 68%|██████▊   | 6782/10000 [2:08:01<39:39,  1.35it/s]
 68%|██████▊   | 6783/10000 [2:08:02<37:15,  1.44it/s]
 68%|██████▊   | 6784/10000 [2:08:03<35:22,  1.52it/s]
 68%|██████▊   | 6785/10000 [2:08:03<33:11,  1.61it/s]
 68%|██████▊   | 6786/10000 [2:08:04<32:03,  1.67it/s]
 68%|██████▊   | 6787/10000 [2:08:04<30:40,  1.75it/s]
 68%|██████▊   | 6788/10000 [2:08:05<29:10,  1.83it/s]
 68%|██████▊   | 6789/10000 [2:08:05<27:36,  1.94it/s]
 68%|██████▊   | 6790/10000 [2:08:06<25:57,  2.06it/s]
 68%|██████▊   | 6791/10000 [2:08:06<25:02,  2.14it/s]
 68%|██████▊   | 6792/10000 [2:08:06<23:38,  2.26it/s]
 68%|██████▊   | 6793/10000 [2:08:07<22:17,  2.40it/s]
 68%|██████▊   | 6794/10000 [2:08:07<21:20,  2.50it/s]
 68%|██████▊   | 6795/10000 [2:08:09<51:12,  1.04it/s]
 68%|██████▊   | 6796/10000 [2:08:11<1:09:07,  1.29s/it]
 68%|██████▊   | 6797/10000 [2:08:13<1:20:08,  1.50s/it]
 68%|██████▊   | 6798/10000 [2:08:15<1:25:39,  1.61s/it]
 68%|██████▊   | 6799/10000 [2:08:17<1:28:09,  1.65s/it]
 68%|██████▊   | 6800/10000 [2:08:19<1:28:03,  1.65s/it]
 68%|██████▊   | 6801/10000 [2:08:20<1:27:26,  1.64s/it]
 68%|██████▊   | 6802/10000 [2:08:22<1:27:16,  1.64s/it]
 68%|██████▊   | 6803/10000 [2:08:23<1:25:23,  1.60s/it]
 68%|██████▊   | 6804/10000 [2:08:25<1:21:52,  1.54s/it]
 68%|██████▊   | 6805/10000 [2:08:26<1:19:58,  1.50s/it]
 68%|██████▊   | 6806/10000 [2:08:28<1:17:48,  1.46s/it]
 68%|██████▊   | 6807/10000 [2:08:29<1:14:41,  1.40s/it]
 68%|██████▊   | 6808/10000 [2:08:30<1:13:17,  1.38s/it]
 68%|██████▊   | 6809/10000 [2:08:31<1:11:42,  1.35s/it]
 68%|██████▊   | 6810/10000 [2:08:33<1:10:15,  1.32s/it]
 68%|██████▊   | 6811/10000 [2:08:34<1:08:43,  1.29s/it]
 68%|██████▊   | 6812/10000 [2:08:35<1:07:21,  1.27s/it]
 68%|██████▊   | 6813/10000 [2:08:36<1:05:08,  1.23s/it]
 68%|██████▊   | 6814/10000 [2:08:37<1:03:21,  1.19s/it]
 68%|██████▊   | 6815/10000 [2:08:38<1:01:45,  1.16s/it]
 68%|██████▊   | 6816/10000 [2:08:40<1:00:12,  1.13s/it]
 68%|██████▊   | 6817/10000 [2:08:41<58:45,  1.11s/it]  
 68%|██████▊   | 6818/10000 [2:08:42<57:20,  1.08s/it]
 68%|██████▊   | 6819/10000 [2:08:43<55:49,  1.05s/it]
 68%|██████▊   | 6820/10000 [2:08:44<54:01,  1.02s/it]
 68%|██████▊   | 6821/10000 [2:08:44<52:12,  1.01it/s]
 68%|██████▊   | 6822/10000 [2:08:45<50:24,  1.05it/s]
 68%|██████▊   | 6823/10000 [2:08:46<49:00,  1.08it/s]
 68%|██████▊   | 6824/10000 [2:08:47<47:42,  1.11it/s]
 68%|██████▊   | 6825/10000 [2:08:48<46:27,  1.14it/s]
 68%|██████▊   | 6826/10000 [2:08:49<45:27,  1.16it/s]
 68%|██████▊   | 6827/10000 [2:08:49<44:13,  1.20it/s]
 68%|██████▊   | 6828/10000 [2:08:50<43:01,  1.23it/s]
 68%|██████▊   | 6829/10000 [2:08:51<42:59,  1.23it/s]
 68%|██████▊   | 6830/10000 [2:08:52<41:10,  1.28it/s]
 68%|██████▊   | 6831/10000 [2:08:52<39:45,  1.33it/s]
 68%|██████▊   | 6832/10000 [2:08:53<38:26,  1.37it/s]
 68%|██████▊   | 6833/10000 [2:08:54<36:43,  1.44it/s]
 68%|██████▊   | 6834/10000 [2:08:54<35:53,  1.47it/s]
 68%|██████▊   | 6835/10000 [2:08:55<34:32,  1.53it/s]
 68%|██████▊   | 6836/10000 [2:08:55<32:27,  1.62it/s]
 68%|██████▊   | 6837/10000 [2:08:56<30:31,  1.73it/s]
 68%|██████▊   | 6838/10000 [2:08:56<28:33,  1.85it/s]
 68%|██████▊   | 6839/10000 [2:08:57<26:18,  2.00it/s]
 68%|██████▊   | 6840/10000 [2:08:57<24:14,  2.17it/s]
 68%|██████▊   | 6841/10000 [2:08:58<24:14,  2.17it/s]
 68%|██████▊   | 6842/10000 [2:08:58<22:23,  2.35it/s]
 68%|██████▊   | 6843/10000 [2:08:58<20:54,  2.52it/s]
 68%|██████▊   | 6844/10000 [2:08:59<19:55,  2.64it/s]
 68%|██████▊   | 6845/10000 [2:09:01<49:46,  1.06it/s]
 68%|██████▊   | 6846/10000 [2:09:03<1:08:49,  1.31s/it]
 68%|██████▊   | 6847/10000 [2:09:05<1:19:06,  1.51s/it]
 68%|██████▊   | 6848/10000 [2:09:07<1:23:45,  1.59s/it]
 68%|██████▊   | 6849/10000 [2:09:09<1:25:40,  1.63s/it]
 68%|██████▊   | 6850/10000 [2:09:10<1:26:21,  1.64s/it]
 69%|██████▊   | 6851/10000 [2:09:12<1:25:03,  1.62s/it]
 69%|██████▊   | 6852/10000 [2:09:13<1:23:54,  1.60s/it]
 69%|██████▊   | 6853/10000 [2:09:15<1:21:40,  1.56s/it]
 69%|██████▊   | 6854/10000 [2:09:16<1:19:34,  1.52s/it]
 69%|██████▊   | 6855/10000 [2:09:18<1:18:05,  1.49s/it]
 69%|██████▊   | 6856/10000 [2:09:19<1:16:30,  1.46s/it]
 69%|██████▊   | 6857/10000 [2:09:20<1:15:04,  1.43s/it]
 69%|██████▊   | 6858/10000 [2:09:22<1:13:02,  1.39s/it]
 69%|██████▊   | 6859/10000 [2:09:23<1:10:55,  1.35s/it]
 69%|██████▊   | 6860/10000 [2:09:24<1:08:38,  1.31s/it]
 69%|██████▊   | 6861/10000 [2:09:25<1:06:37,  1.27s/it]
 69%|██████▊   | 6862/10000 [2:09:26<1:04:13,  1.23s/it]
 69%|██████▊   | 6863/10000 [2:09:28<1:02:10,  1.19s/it]
 69%|██████▊   | 6864/10000 [2:09:29<59:26,  1.14s/it]  
 69%|██████▊   | 6865/10000 [2:09:30<57:33,  1.10s/it]
 69%|██████▊   | 6866/10000 [2:09:31<55:41,  1.07s/it]
 69%|██████▊   | 6867/10000 [2:09:32<54:16,  1.04s/it]
 69%|██████▊   | 6868/10000 [2:09:33<52:45,  1.01s/it]
 69%|██████▊   | 6869/10000 [2:09:33<51:19,  1.02it/s]
 69%|██████▊   | 6870/10000 [2:09:34<49:57,  1.04it/s]
 69%|██████▊   | 6871/10000 [2:09:35<48:41,  1.07it/s]
 69%|██████▊   | 6872/10000 [2:09:36<47:37,  1.09it/s]
 69%|██████▊   | 6873/10000 [2:09:37<46:06,  1.13it/s]
 69%|██████▊   | 6874/10000 [2:09:38<44:52,  1.16it/s]
 69%|██████▉   | 6875/10000 [2:09:39<44:42,  1.16it/s]
 69%|██████▉   | 6876/10000 [2:09:39<42:53,  1.21it/s]
 69%|██████▉   | 6877/10000 [2:09:40<41:41,  1.25it/s]
 69%|██████▉   | 6878/10000 [2:09:41<40:18,  1.29it/s]
 69%|██████▉   | 6879/10000 [2:09:41<39:04,  1.33it/s]
 69%|██████▉   | 6880/10000 [2:09:42<37:43,  1.38it/s]
 69%|██████▉   | 6881/10000 [2:09:43<36:10,  1.44it/s]
 69%|██████▉   | 6882/10000 [2:09:43<34:37,  1.50it/s]
 69%|██████▉   | 6883/10000 [2:09:44<33:02,  1.57it/s]
 69%|██████▉   | 6884/10000 [2:09:44<31:35,  1.64it/s]
 69%|██████▉   | 6885/10000 [2:09:45<29:59,  1.73it/s]
 69%|██████▉   | 6886/10000 [2:09:45<28:19,  1.83it/s]
 69%|██████▉   | 6887/10000 [2:09:46<26:42,  1.94it/s]
 69%|██████▉   | 6888/10000 [2:09:46<25:04,  2.07it/s]
 69%|██████▉   | 6889/10000 [2:09:47<23:28,  2.21it/s]
 69%|██████▉   | 6890/10000 [2:09:47<22:09,  2.34it/s]
 69%|██████▉   | 6891/10000 [2:09:47<20:59,  2.47it/s]
 69%|██████▉   | 6892/10000 [2:09:48<20:55,  2.48it/s]
 69%|██████▉   | 6893/10000 [2:09:48<19:50,  2.61it/s]
 69%|██████▉   | 6894/10000 [2:09:48<19:00,  2.72it/s]
 69%|██████▉   | 6895/10000 [2:09:51<47:26,  1.09it/s]
 69%|██████▉   | 6896/10000 [2:09:53<1:04:10,  1.24s/it]
 69%|██████▉   | 6897/10000 [2:09:55<1:13:59,  1.43s/it]
 69%|██████▉   | 6898/10000 [2:09:56<1:19:06,  1.53s/it]
 69%|██████▉   | 6899/10000 [2:09:58<1:21:57,  1.59s/it]
 69%|██████▉   | 6900/10000 [2:10:00<1:23:33,  1.62s/it]
 69%|██████▉   | 6901/10000 [2:10:01<1:22:38,  1.60s/it]
 69%|██████▉   | 6902/10000 [2:10:03<1:21:27,  1.58s/it]
 69%|██████▉   | 6903/10000 [2:10:04<1:19:49,  1.55s/it]
 69%|██████▉   | 6904/10000 [2:10:06<1:17:00,  1.49s/it]
 69%|██████▉   | 6905/10000 [2:10:07<1:15:43,  1.47s/it]
 69%|██████▉   | 6906/10000 [2:10:08<1:14:13,  1.44s/it]
 69%|██████▉   | 6907/10000 [2:10:10<1:12:39,  1.41s/it]
 69%|██████▉   | 6908/10000 [2:10:11<1:10:32,  1.37s/it]
 69%|██████▉   | 6909/10000 [2:10:12<1:08:49,  1.34s/it]
 69%|██████▉   | 6910/10000 [2:10:14<1:07:48,  1.32s/it]
 69%|██████▉   | 6911/10000 [2:10:15<1:05:59,  1.28s/it]
 69%|██████▉   | 6912/10000 [2:10:16<1:03:48,  1.24s/it]
 69%|██████▉   | 6913/10000 [2:10:17<1:02:06,  1.21s/it]
 69%|██████▉   | 6914/10000 [2:10:18<59:49,  1.16s/it]  
 69%|██████▉   | 6915/10000 [2:10:19<58:19,  1.13s/it]
 69%|██████▉   | 6916/10000 [2:10:20<56:26,  1.10s/it]
 69%|██████▉   | 6917/10000 [2:10:21<54:53,  1.07s/it]
 69%|██████▉   | 6918/10000 [2:10:22<53:29,  1.04s/it]
 69%|██████▉   | 6919/10000 [2:10:23<51:30,  1.00s/it]
 69%|██████▉   | 6920/10000 [2:10:24<50:06,  1.02it/s]
 69%|██████▉   | 6921/10000 [2:10:25<49:10,  1.04it/s]
 69%|██████▉   | 6922/10000 [2:10:26<47:15,  1.09it/s]
 69%|██████▉   | 6923/10000 [2:10:27<46:24,  1.10it/s]
 69%|██████▉   | 6924/10000 [2:10:27<45:13,  1.13it/s]
 69%|██████▉   | 6925/10000 [2:10:28<43:43,  1.17it/s]
 69%|██████▉   | 6926/10000 [2:10:29<42:32,  1.20it/s]
 69%|██████▉   | 6927/10000 [2:10:30<41:31,  1.23it/s]
 69%|██████▉   | 6928/10000 [2:10:30<40:26,  1.27it/s]
 69%|██████▉   | 6929/10000 [2:10:31<38:40,  1.32it/s]
 69%|██████▉   | 6930/10000 [2:10:32<38:04,  1.34it/s]
 69%|██████▉   | 6931/10000 [2:10:33<36:27,  1.40it/s]
 69%|██████▉   | 6932/10000 [2:10:33<34:53,  1.47it/s]
 69%|██████▉   | 6933/10000 [2:10:34<33:50,  1.51it/s]
 69%|██████▉   | 6934/10000 [2:10:34<32:52,  1.55it/s]
 69%|██████▉   | 6935/10000 [2:10:35<30:49,  1.66it/s]
 69%|██████▉   | 6936/10000 [2:10:35<28:57,  1.76it/s]
 69%|██████▉   | 6937/10000 [2:10:36<27:05,  1.88it/s]
 69%|██████▉   | 6938/10000 [2:10:36<25:05,  2.03it/s]
 69%|██████▉   | 6939/10000 [2:10:37<23:45,  2.15it/s]
 69%|██████▉   | 6940/10000 [2:10:37<22:34,  2.26it/s]
 69%|██████▉   | 6941/10000 [2:10:37<21:34,  2.36it/s]
 69%|██████▉   | 6942/10000 [2:10:38<20:25,  2.49it/s]
 69%|██████▉   | 6943/10000 [2:10:38<19:17,  2.64it/s]
 69%|██████▉   | 6944/10000 [2:10:38<18:16,  2.79it/s]
 69%|██████▉   | 6945/10000 [2:10:41<48:01,  1.06it/s]
 69%|██████▉   | 6946/10000 [2:10:43<1:05:19,  1.28s/it]
 69%|██████▉   | 6947/10000 [2:10:45<1:15:18,  1.48s/it]
 69%|██████▉   | 6948/10000 [2:10:46<1:20:24,  1.58s/it]
 69%|██████▉   | 6949/10000 [2:10:48<1:24:01,  1.65s/it]
 70%|██████▉   | 6950/10000 [2:10:50<1:23:17,  1.64s/it]
 70%|██████▉   | 6951/10000 [2:10:52<1:23:19,  1.64s/it]
 70%|██████▉   | 6952/10000 [2:10:53<1:22:02,  1.61s/it]
 70%|██████▉   | 6953/10000 [2:10:55<1:18:58,  1.56s/it]
 70%|██████▉   | 6954/10000 [2:10:56<1:16:32,  1.51s/it]
 70%|██████▉   | 6955/10000 [2:10:57<1:14:38,  1.47s/it]
 70%|██████▉   | 6956/10000 [2:10:59<1:13:09,  1.44s/it]
 70%|██████▉   | 6957/10000 [2:11:00<1:11:40,  1.41s/it]
 70%|██████▉   | 6958/10000 [2:11:01<1:09:39,  1.37s/it]
 70%|██████▉   | 6959/10000 [2:11:03<1:07:49,  1.34s/it]
 70%|██████▉   | 6960/10000 [2:11:04<1:05:53,  1.30s/it]
 70%|██████▉   | 6961/10000 [2:11:05<1:04:03,  1.26s/it]
 70%|██████▉   | 6962/10000 [2:11:06<1:02:07,  1.23s/it]
 70%|██████▉   | 6963/10000 [2:11:07<1:00:21,  1.19s/it]
 70%|██████▉   | 6964/10000 [2:11:08<58:43,  1.16s/it]  
 70%|██████▉   | 6965/10000 [2:11:09<57:08,  1.13s/it]
 70%|██████▉   | 6966/10000 [2:11:10<55:38,  1.10s/it]
 70%|██████▉   | 6967/10000 [2:11:11<54:05,  1.07s/it]
 70%|██████▉   | 6968/10000 [2:11:12<52:52,  1.05s/it]
 70%|██████▉   | 6969/10000 [2:11:13<51:40,  1.02s/it]
 70%|██████▉   | 6970/10000 [2:11:14<49:58,  1.01it/s]
 70%|██████▉   | 6971/10000 [2:11:15<48:41,  1.04it/s]
 70%|██████▉   | 6972/10000 [2:11:16<47:34,  1.06it/s]
 70%|██████▉   | 6973/10000 [2:11:17<46:10,  1.09it/s]
 70%|██████▉   | 6974/10000 [2:11:18<45:08,  1.12it/s]
 70%|██████▉   | 6975/10000 [2:11:19<44:04,  1.14it/s]
 70%|██████▉   | 6976/10000 [2:11:19<42:43,  1.18it/s]
 70%|██████▉   | 6977/10000 [2:11:20<41:32,  1.21it/s]
 70%|██████▉   | 6978/10000 [2:11:21<40:30,  1.24it/s]
 70%|██████▉   | 6979/10000 [2:11:22<39:15,  1.28it/s]
 70%|██████▉   | 6980/10000 [2:11:22<38:08,  1.32it/s]
 70%|██████▉   | 6981/10000 [2:11:23<37:18,  1.35it/s]
 70%|██████▉   | 6982/10000 [2:11:24<35:53,  1.40it/s]
 70%|██████▉   | 6983/10000 [2:11:24<34:18,  1.47it/s]
 70%|██████▉   | 6984/10000 [2:11:25<32:35,  1.54it/s]
 70%|██████▉   | 6985/10000 [2:11:25<30:53,  1.63it/s]
 70%|██████▉   | 6986/10000 [2:11:26<29:07,  1.73it/s]
 70%|██████▉   | 6987/10000 [2:11:26<28:33,  1.76it/s]
 70%|██████▉   | 6988/10000 [2:11:27<26:41,  1.88it/s]
 70%|██████▉   | 6989/10000 [2:11:27<24:50,  2.02it/s]
 70%|██████▉   | 6990/10000 [2:11:28<23:12,  2.16it/s]
 70%|██████▉   | 6991/10000 [2:11:28<21:39,  2.32it/s]
 70%|██████▉   | 6992/10000 [2:11:28<20:14,  2.48it/s]
 70%|██████▉   | 6993/10000 [2:11:29<18:58,  2.64it/s]
 70%|██████▉   | 6994/10000 [2:11:29<18:10,  2.76it/s]
 70%|██████▉   | 6995/10000 [2:11:31<46:50,  1.07it/s]
 70%|██████▉   | 6996/10000 [2:11:33<1:04:00,  1.28s/it]
 70%|██████▉   | 6997/10000 [2:11:35<1:13:31,  1.47s/it]
 70%|██████▉   | 6998/10000 [2:11:37<1:18:20,  1.57s/it]
 70%|██████▉   | 6999/10000 [2:11:39<1:20:44,  1.61s/it]
 70%|███████   | 7000/10000 [2:11:41<1:21:59,  1.64s/it]
                                                        

 70%|███████   | 7000/10000 [2:11:41<1:21:59,  1.64s/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 = 2822
  Batch size = 12
{'eval_loss': 0.7134818434715271, 'eval_wer': 0.19943946188340808, 'eval_runtime': 96.8293, 'eval_samples_per_second': 29.144, 'eval_steps_per_second': 2.437, 'epoch': 13.8}
{'loss': 0.2925, 'learning_rate': 3.3355555555555554e-05, 'epoch': 14.86}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:43,  5.32it/s]

  1%|▏         | 3/236 [00:00<01:12,  3.20it/s]

  2%|▏         | 4/236 [00:01<01:14,  3.13it/s]

  2%|▏         | 5/236 [00:01<01:17,  2.97it/s]

  3%|▎         | 6/236 [00:01<01:20,  2.87it/s]

  3%|▎         | 7/236 [00:02<01:23,  2.74it/s]

  3%|▎         | 8/236 [00:02<01:24,  2.69it/s]

  4%|▍         | 9/236 [00:03<01:20,  2.83it/s]

  4%|▍         | 10/236 [00:03<01:24,  2.68it/s]

  5%|▍         | 11/236 [00:03<01:28,  2.53it/s]

  5%|▌         | 12/236 [00:04<01:23,  2.67it/s]

  6%|▌         | 13/236 [00:04<01:25,  2.61it/s]

  6%|▌         | 14/236 [00:05<01:27,  2.54it/s]

  6%|▋         | 15/236 [00:05<01:25,  2.58it/s]

  7%|▋         | 16/236 [00:05<01:30,  2.44it/s]

  7%|▋         | 17/236 [00:06<01:30,  2.43it/s]

  8%|▊         | 18/236 [00:06<01:31,  2.39it/s]

  8%|▊         | 19/236 [00:07<01:26,  2.50it/s]

  8%|▊         | 20/236 [00:07<01:32,  2.34it/s]

  9%|▉         | 21/236 [00:07<01:30,  2.39it/s]

  9%|▉         | 22/236 [00:08<01:29,  2.38it/s]

 10%|▉         | 23/236 [00:08<01:25,  2.50it/s]

 10%|█         | 24/236 [00:09<01:20,  2.63it/s]

 11%|█         | 25/236 [00:09<01:14,  2.85it/s]

 11%|█         | 26/236 [00:09<01:19,  2.65it/s]

 11%|█▏        | 27/236 [00:10<01:15,  2.77it/s]

 12%|█▏        | 28/236 [00:10<01:14,  2.80it/s]

 12%|█▏        | 29/236 [00:10<01:12,  2.84it/s]

 13%|█▎        | 30/236 [00:11<01:11,  2.87it/s]

 13%|█▎        | 31/236 [00:11<01:15,  2.70it/s]

 14%|█▎        | 32/236 [00:12<01:23,  2.45it/s]

 14%|█▍        | 33/236 [00:12<01:25,  2.37it/s]

 14%|█▍        | 34/236 [00:12<01:23,  2.43it/s]

 15%|█▍        | 35/236 [00:13<01:21,  2.47it/s]

 15%|█▌        | 36/236 [00:13<01:21,  2.45it/s]

 16%|█▌        | 37/236 [00:14<01:21,  2.43it/s]

 16%|█▌        | 38/236 [00:14<01:16,  2.60it/s]

 17%|█▋        | 39/236 [00:14<01:21,  2.41it/s]

 17%|█▋        | 40/236 [00:15<01:25,  2.29it/s]

 17%|█▋        | 41/236 [00:15<01:25,  2.29it/s]

 18%|█▊        | 42/236 [00:16<01:29,  2.17it/s]

 18%|█▊        | 43/236 [00:16<01:28,  2.18it/s]

 19%|█▊        | 44/236 [00:17<01:26,  2.22it/s]

 19%|█▉        | 45/236 [00:17<01:20,  2.37it/s]

 19%|█▉        | 46/236 [00:18<01:20,  2.35it/s]

 20%|█▉        | 47/236 [00:18<01:23,  2.27it/s]

 20%|██        | 48/236 [00:18<01:18,  2.40it/s]

 21%|██        | 49/236 [00:19<01:26,  2.17it/s]

 21%|██        | 50/236 [00:19<01:24,  2.21it/s]

 22%|██▏       | 51/236 [00:20<01:19,  2.32it/s]

 22%|██▏       | 52/236 [00:20<01:18,  2.35it/s]

 22%|██▏       | 53/236 [00:21<01:24,  2.16it/s]

 23%|██▎       | 54/236 [00:21<01:20,  2.26it/s]

 23%|██▎       | 55/236 [00:22<01:16,  2.36it/s]

 24%|██▎       | 56/236 [00:22<01:16,  2.34it/s]

 24%|██▍       | 57/236 [00:22<01:17,  2.30it/s]

 25%|██▍       | 58/236 [00:23<01:14,  2.38it/s]

 25%|██▌       | 59/236 [00:23<01:12,  2.43it/s]

 25%|██▌       | 60/236 [00:24<01:14,  2.36it/s]

 26%|██▌       | 61/236 [00:24<01:11,  2.46it/s]

 26%|██▋       | 62/236 [00:24<01:08,  2.55it/s]

 27%|██▋       | 63/236 [00:25<01:10,  2.45it/s]

 27%|██▋       | 64/236 [00:25<01:12,  2.39it/s]

 28%|██▊       | 65/236 [00:26<01:12,  2.36it/s]

 28%|██▊       | 66/236 [00:26<01:07,  2.52it/s]

 28%|██▊       | 67/236 [00:26<01:03,  2.66it/s]

 29%|██▉       | 68/236 [00:27<01:01,  2.75it/s]

 29%|██▉       | 69/236 [00:27<00:58,  2.86it/s]

 30%|██▉       | 70/236 [00:27<00:55,  2.97it/s]

 30%|███       | 71/236 [00:28<01:00,  2.73it/s]

 31%|███       | 72/236 [00:28<01:00,  2.71it/s]

 31%|███       | 73/236 [00:29<01:07,  2.41it/s]

 31%|███▏      | 74/236 [00:29<01:09,  2.32it/s]

 32%|███▏      | 75/236 [00:30<01:08,  2.33it/s]

 32%|███▏      | 76/236 [00:30<01:08,  2.34it/s]

 33%|███▎      | 77/236 [00:30<01:07,  2.35it/s]

 33%|███▎      | 78/236 [00:31<01:03,  2.50it/s]

 33%|███▎      | 79/236 [00:31<01:05,  2.38it/s]

 34%|███▍      | 80/236 [00:32<01:06,  2.36it/s]

 34%|███▍      | 81/236 [00:32<01:05,  2.38it/s]

 35%|███▍      | 82/236 [00:32<01:04,  2.39it/s]

 35%|███▌      | 83/236 [00:33<00:59,  2.59it/s]

 36%|███▌      | 84/236 [00:33<00:55,  2.74it/s]

 36%|███▌      | 85/236 [00:33<00:52,  2.86it/s]

 36%|███▋      | 86/236 [00:34<00:50,  3.00it/s]

 37%|███▋      | 87/236 [00:34<00:52,  2.85it/s]

 37%|███▋      | 88/236 [00:34<00:51,  2.86it/s]

 38%|███▊      | 89/236 [00:35<00:55,  2.66it/s]

 38%|███▊      | 90/236 [00:35<00:55,  2.61it/s]

 39%|███▊      | 91/236 [00:36<01:00,  2.39it/s]

 39%|███▉      | 92/236 [00:36<00:55,  2.58it/s]

 39%|███▉      | 93/236 [00:36<00:52,  2.72it/s]

 40%|███▉      | 94/236 [00:37<00:50,  2.84it/s]

 40%|████      | 95/236 [00:37<00:52,  2.67it/s]

 41%|████      | 96/236 [00:37<00:51,  2.74it/s]

 41%|████      | 97/236 [00:38<00:48,  2.85it/s]

 42%|████▏     | 98/236 [00:38<00:49,  2.77it/s]

 42%|████▏     | 99/236 [00:39<00:55,  2.47it/s]

 42%|████▏     | 100/236 [00:39<00:55,  2.44it/s]

 43%|████▎     | 101/236 [00:40<00:56,  2.38it/s]

 43%|████▎     | 102/236 [00:40<00:53,  2.52it/s]

 44%|████▎     | 103/236 [00:40<00:51,  2.60it/s]

 44%|████▍     | 104/236 [00:41<00:53,  2.45it/s]

 44%|████▍     | 105/236 [00:41<00:50,  2.59it/s]

 45%|████▍     | 106/236 [00:41<00:50,  2.58it/s]

 45%|████▌     | 107/236 [00:42<00:50,  2.57it/s]

 46%|████▌     | 108/236 [00:42<00:55,  2.33it/s]

 46%|████▌     | 109/236 [00:43<00:55,  2.30it/s]

 47%|████▋     | 110/236 [00:43<00:50,  2.50it/s]

 47%|████▋     | 111/236 [00:43<00:47,  2.65it/s]

 47%|████▋     | 112/236 [00:44<00:47,  2.59it/s]

 48%|████▊     | 113/236 [00:44<00:47,  2.57it/s]

 48%|████▊     | 114/236 [00:45<00:48,  2.52it/s]

 49%|████▊     | 115/236 [00:45<00:46,  2.60it/s]

 49%|████▉     | 116/236 [00:45<00:45,  2.62it/s]

 50%|████▉     | 117/236 [00:46<00:50,  2.37it/s]

 50%|█████     | 118/236 [00:46<00:49,  2.37it/s]

 50%|█████     | 119/236 [00:47<00:47,  2.48it/s]

 51%|█████     | 120/236 [00:47<00:44,  2.60it/s]

 51%|█████▏    | 121/236 [00:47<00:44,  2.57it/s]

 52%|█████▏    | 122/236 [00:48<00:45,  2.49it/s]

 52%|█████▏    | 123/236 [00:48<00:43,  2.59it/s]

 53%|█████▎    | 124/236 [00:49<00:43,  2.60it/s]

 53%|█████▎    | 125/236 [00:49<00:42,  2.63it/s]

 53%|█████▎    | 126/236 [00:49<00:40,  2.70it/s]

 54%|█████▍    | 127/236 [00:50<00:41,  2.60it/s]

 54%|█████▍    | 128/236 [00:50<00:42,  2.54it/s]

 55%|█████▍    | 129/236 [00:50<00:39,  2.74it/s]

 55%|█████▌    | 130/236 [00:51<00:37,  2.85it/s]

 56%|█████▌    | 131/236 [00:51<00:38,  2.73it/s]

 56%|█████▌    | 132/236 [00:51<00:36,  2.88it/s]

 56%|█████▋    | 133/236 [00:52<00:39,  2.63it/s]

 57%|█████▋    | 134/236 [00:52<00:39,  2.60it/s]

 57%|█████▋    | 135/236 [00:53<00:37,  2.69it/s]

 58%|█████▊    | 136/236 [00:53<00:40,  2.47it/s]

 58%|█████▊    | 137/236 [00:54<00:40,  2.45it/s]

 58%|█████▊    | 138/236 [00:54<00:40,  2.41it/s]

 59%|█████▉    | 139/236 [00:54<00:37,  2.59it/s]

 59%|█████▉    | 140/236 [00:55<00:35,  2.70it/s]

 60%|█████▉    | 141/236 [00:55<00:37,  2.53it/s]

 60%|██████    | 142/236 [00:56<00:38,  2.44it/s]

 61%|██████    | 143/236 [00:56<00:40,  2.27it/s]

 61%|██████    | 144/236 [00:56<00:38,  2.38it/s]

 61%|██████▏   | 145/236 [00:57<00:39,  2.33it/s]

 62%|██████▏   | 146/236 [00:57<00:37,  2.42it/s]

 62%|██████▏   | 147/236 [00:58<00:36,  2.41it/s]

 63%|██████▎   | 148/236 [00:58<00:35,  2.45it/s]

 63%|██████▎   | 149/236 [00:58<00:34,  2.56it/s]

 64%|██████▎   | 150/236 [00:59<00:31,  2.71it/s]

 64%|██████▍   | 151/236 [00:59<00:32,  2.60it/s]

 64%|██████▍   | 152/236 [01:00<00:31,  2.67it/s]

 65%|██████▍   | 153/236 [01:00<00:31,  2.64it/s]

 65%|██████▌   | 154/236 [01:00<00:31,  2.60it/s]

 66%|██████▌   | 155/236 [01:01<00:31,  2.60it/s]

 66%|██████▌   | 156/236 [01:01<00:33,  2.36it/s]

 67%|██████▋   | 157/236 [01:02<00:35,  2.24it/s]

 67%|██████▋   | 158/236 [01:02<00:34,  2.28it/s]

 67%|██████▋   | 159/236 [01:02<00:30,  2.50it/s]

 68%|██████▊   | 160/236 [01:03<00:30,  2.48it/s]

 68%|██████▊   | 161/236 [01:03<00:29,  2.50it/s]

 69%|██████▊   | 162/236 [01:04<00:27,  2.67it/s]

 69%|██████▉   | 163/236 [01:04<00:26,  2.72it/s]

 69%|██████▉   | 164/236 [01:04<00:24,  2.92it/s]

 70%|██████▉   | 165/236 [01:04<00:23,  3.01it/s]

 70%|███████   | 166/236 [01:05<00:24,  2.88it/s]

 71%|███████   | 167/236 [01:05<00:25,  2.70it/s]

 71%|███████   | 168/236 [01:06<00:27,  2.47it/s]

 72%|███████▏  | 169/236 [01:06<00:27,  2.47it/s]

 72%|███████▏  | 170/236 [01:07<00:29,  2.22it/s]

 72%|███████▏  | 171/236 [01:07<00:26,  2.47it/s]

 73%|███████▎  | 172/236 [01:07<00:25,  2.56it/s]

 73%|███████▎  | 173/236 [01:08<00:26,  2.42it/s]

 74%|███████▎  | 174/236 [01:08<00:27,  2.27it/s]

 74%|███████▍  | 175/236 [01:09<00:26,  2.33it/s]

 75%|███████▍  | 176/236 [01:09<00:25,  2.34it/s]

 75%|███████▌  | 177/236 [01:09<00:22,  2.59it/s]

 75%|███████▌  | 178/236 [01:10<00:22,  2.56it/s]

 76%|███████▌  | 179/236 [01:10<00:22,  2.50it/s]

 76%|███████▋  | 180/236 [01:11<00:21,  2.58it/s]

 77%|███████▋  | 181/236 [01:11<00:22,  2.41it/s]

 77%|███████▋  | 182/236 [01:12<00:22,  2.39it/s]

 78%|███████▊  | 183/236 [01:12<00:20,  2.60it/s]

 78%|███████▊  | 184/236 [01:12<00:20,  2.54it/s]

 78%|███████▊  | 185/236 [01:13<00:19,  2.57it/s]

 79%|███████▉  | 186/236 [01:13<00:20,  2.49it/s]

 79%|███████▉  | 187/236 [01:13<00:19,  2.57it/s]

 80%|███████▉  | 188/236 [01:14<00:18,  2.58it/s]

 80%|████████  | 189/236 [01:14<00:17,  2.62it/s]

 81%|████████  | 190/236 [01:15<00:19,  2.37it/s]

 81%|████████  | 191/236 [01:15<00:18,  2.48it/s]

 81%|████████▏ | 192/236 [01:15<00:15,  2.76it/s]

 82%|████████▏ | 193/236 [01:16<00:16,  2.59it/s]

 82%|████████▏ | 194/236 [01:16<00:17,  2.41it/s]

 83%|████████▎ | 195/236 [01:16<00:14,  2.83it/s]

 83%|████████▎ | 196/236 [01:17<00:13,  2.91it/s]

 83%|████████▎ | 197/236 [01:17<00:13,  2.95it/s]

 84%|████████▍ | 198/236 [01:18<00:14,  2.71it/s]

 84%|████████▍ | 199/236 [01:18<00:14,  2.61it/s]

 85%|████████▍ | 200/236 [01:18<00:13,  2.58it/s]

 85%|████████▌ | 201/236 [01:19<00:14,  2.37it/s]

 86%|████████▌ | 202/236 [01:19<00:14,  2.30it/s]

 86%|████████▌ | 203/236 [01:20<00:12,  2.56it/s]

 86%|████████▋ | 204/236 [01:20<00:12,  2.62it/s]

 87%|████████▋ | 205/236 [01:20<00:12,  2.57it/s]

 87%|████████▋ | 206/236 [01:21<00:11,  2.72it/s]

 88%|████████▊ | 207/236 [01:21<00:09,  2.94it/s]

 88%|████████▊ | 208/236 [01:21<00:10,  2.76it/s]

 89%|████████▊ | 209/236 [01:22<00:10,  2.58it/s]

 89%|████████▉ | 210/236 [01:22<00:10,  2.37it/s]

 89%|████████▉ | 211/236 [01:23<00:11,  2.24it/s]

 90%|████████▉ | 212/236 [01:23<00:10,  2.36it/s]

 90%|█████████ | 213/236 [01:24<00:09,  2.54it/s]

 91%|█████████ | 214/236 [01:24<00:08,  2.59it/s]

 91%|█████████ | 215/236 [01:24<00:08,  2.51it/s]

 92%|█████████▏| 216/236 [01:25<00:07,  2.65it/s]

 92%|█████████▏| 217/236 [01:25<00:07,  2.42it/s]

 92%|█████████▏| 218/236 [01:25<00:06,  2.69it/s]

 93%|█████████▎| 219/236 [01:26<00:06,  2.81it/s]

 93%|█████████▎| 220/236 [01:26<00:06,  2.59it/s]

 94%|█████████▎| 221/236 [01:27<00:05,  2.60it/s]

 94%|█████████▍| 222/236 [01:27<00:05,  2.42it/s]

 94%|█████████▍| 223/236 [01:28<00:05,  2.41it/s]

 95%|█████████▍| 224/236 [01:28<00:05,  2.25it/s]

 95%|█████████▌| 225/236 [01:28<00:04,  2.33it/s]

 96%|█████████▌| 226/236 [01:29<00:04,  2.33it/s]

 96%|█████████▌| 227/236 [01:29<00:03,  2.46it/s]

 97%|█████████▋| 228/236 [01:30<00:03,  2.50it/s]

 97%|█████████▋| 229/236 [01:30<00:02,  2.44it/s]

 97%|█████████▋| 230/236 [01:30<00:02,  2.56it/s]

 98%|█████████▊| 231/236 [01:31<00:02,  2.49it/s]

 98%|█████████▊| 232/236 [01:31<00:01,  2.48it/s]

 99%|█████████▊| 233/236 [01:32<00:01,  2.58it/s]

 99%|█████████▉| 234/236 [01:32<00:00,  2.82it/s]

100%|█████████▉| 235/236 [01:32<00:00,  2.67it/s]
                                                        

                                                 

 70%|███████   | 7000/10000 [2:13:15<1:21:59,  1.64s/it]

100%|██████████| 236/236 [01:34<00:00,  2.67it/s]

                                                 Saving model checkpoint to experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-7000
Configuration saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-7000/config.json
Model weights saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-7000/pytorch_model.bin
Feature extractor saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-7000/preprocessor_config.json
Deleting older checkpoint [experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-6000] due to args.save_total_limit

 70%|███████   | 7001/10000 [2:13:29<28:01:37, 33.64s/it]
 70%|███████   | 7002/10000 [2:13:30<20:01:07, 24.04s/it]
 70%|███████   | 7003/10000 [2:13:32<14:23:29, 17.29s/it]
 70%|███████   | 7004/10000 [2:13:34<10:27:04, 12.56s/it]
 70%|███████   | 7005/10000 [2:13:35<7:40:29,  9.23s/it] 
 70%|███████   | 7006/10000 [2:13:36<5:43:13,  6.88s/it]
 70%|███████   | 7007/10000 [2:13:38<4:20:39,  5.23s/it]
 70%|███████   | 7008/10000 [2:13:39<3:22:20,  4.06s/it]
 70%|███████   | 7009/10000 [2:13:40<2:41:16,  3.24s/it]
 70%|███████   | 7010/10000 [2:13:42<2:11:35,  2.64s/it]
 70%|███████   | 7011/10000 [2:13:43<1:50:39,  2.22s/it]
 70%|███████   | 7012/10000 [2:13:44<1:35:16,  1.91s/it]
 70%|███████   | 7013/10000 [2:13:45<1:23:56,  1.69s/it]
 70%|███████   | 7014/10000 [2:13:46<1:15:37,  1.52s/it]
 70%|███████   | 7015/10000 [2:13:47<1:09:27,  1.40s/it]
 70%|███████   | 7016/10000 [2:13:49<1:04:54,  1.31s/it]
 70%|███████   | 7017/10000 [2:13:50<1:00:54,  1.23s/it]
 70%|███████   | 7018/10000 [2:13:51<57:34,  1.16s/it]  
 70%|███████   | 7019/10000 [2:13:52<55:02,  1.11s/it]
 70%|███████   | 7020/10000 [2:13:53<52:45,  1.06s/it]
 70%|███████   | 7021/10000 [2:13:53<50:40,  1.02s/it]
 70%|███████   | 7022/10000 [2:13:54<48:50,  1.02it/s]
 70%|███████   | 7023/10000 [2:13:55<47:27,  1.05it/s]
 70%|███████   | 7024/10000 [2:13:56<46:04,  1.08it/s]
 70%|███████   | 7025/10000 [2:13:57<44:51,  1.11it/s]
 70%|███████   | 7026/10000 [2:13:58<43:40,  1.13it/s]
 70%|███████   | 7027/10000 [2:13:59<42:18,  1.17it/s]
 70%|███████   | 7028/10000 [2:13:59<41:04,  1.21it/s]
 70%|███████   | 7029/10000 [2:14:00<39:47,  1.24it/s]
 70%|███████   | 7030/10000 [2:14:01<38:21,  1.29it/s]
 70%|███████   | 7031/10000 [2:14:02<37:04,  1.33it/s]
 70%|███████   | 7032/10000 [2:14:02<35:24,  1.40it/s]
 70%|███████   | 7033/10000 [2:14:03<33:52,  1.46it/s]
 70%|███████   | 7034/10000 [2:14:03<31:59,  1.55it/s]
 70%|███████   | 7035/10000 [2:14:04<30:22,  1.63it/s]
 70%|███████   | 7036/10000 [2:14:04<28:29,  1.73it/s]
 70%|███████   | 7037/10000 [2:14:05<26:41,  1.85it/s]
 70%|███████   | 7038/10000 [2:14:05<25:01,  1.97it/s]
 70%|███████   | 7039/10000 [2:14:06<23:28,  2.10it/s]
 70%|███████   | 7040/10000 [2:14:06<22:01,  2.24it/s]
 70%|███████   | 7041/10000 [2:14:06<20:37,  2.39it/s]
 70%|███████   | 7042/10000 [2:14:07<19:29,  2.53it/s]
 70%|███████   | 7043/10000 [2:14:07<18:36,  2.65it/s]
 70%|███████   | 7044/10000 [2:14:07<17:59,  2.74it/s]
 70%|███████   | 7045/10000 [2:14:10<45:15,  1.09it/s]
 70%|███████   | 7046/10000 [2:14:11<59:40,  1.21s/it]
 70%|███████   | 7047/10000 [2:14:13<1:06:42,  1.36s/it]
 70%|███████   | 7048/10000 [2:14:15<1:09:35,  1.41s/it]
 70%|███████   | 7049/10000 [2:14:16<1:09:43,  1.42s/it]
 70%|███████   | 7050/10000 [2:14:17<1:08:33,  1.39s/it]
 71%|███████   | 7051/10000 [2:14:19<1:06:53,  1.36s/it]
 71%|███████   | 7052/10000 [2:14:20<1:04:34,  1.31s/it]
 71%|███████   | 7053/10000 [2:14:21<1:01:37,  1.25s/it]
 71%|███████   | 7054/10000 [2:14:22<58:38,  1.19s/it]  
 71%|███████   | 7055/10000 [2:14:23<55:38,  1.13s/it]
 71%|███████   | 7056/10000 [2:14:24<52:53,  1.08s/it]
 71%|███████   | 7057/10000 [2:14:25<50:02,  1.02s/it]
 71%|███████   | 7058/10000 [2:14:26<47:28,  1.03it/s]
 71%|███████   | 7059/10000 [2:14:27<44:41,  1.10it/s]
 71%|███████   | 7060/10000 [2:14:27<41:41,  1.18it/s]
 71%|███████   | 7061/10000 [2:14:28<38:30,  1.27it/s]
 71%|███████   | 7062/10000 [2:14:28<34:36,  1.41it/s]
 71%|███████   | 7063/10000 [2:14:29<30:10,  1.62it/s]
 71%|███████   | 7064/10000 [2:14:29<26:14,  1.87it/s]
 71%|███████   | 7065/10000 [2:14:29<22:07,  2.21it/s]
 71%|███████   | 7066/10000 [2:14:32<49:51,  1.02s/it]
 71%|███████   | 7067/10000 [2:14:34<1:05:27,  1.34s/it]
 71%|███████   | 7068/10000 [2:14:36<1:14:09,  1.52s/it]
 71%|███████   | 7069/10000 [2:14:38<1:18:49,  1.61s/it]
 71%|███████   | 7070/10000 [2:14:39<1:20:35,  1.65s/it]
 71%|███████   | 7071/10000 [2:14:41<1:20:37,  1.65s/it]
 71%|███████   | 7072/10000 [2:14:43<1:20:10,  1.64s/it]
 71%|███████   | 7073/10000 [2:14:44<1:18:39,  1.61s/it]
 71%|███████   | 7074/10000 [2:14:46<1:17:08,  1.58s/it]
 71%|███████   | 7075/10000 [2:14:47<1:16:41,  1.57s/it]
 71%|███████   | 7076/10000 [2:14:49<1:14:16,  1.52s/it]
 71%|███████   | 7077/10000 [2:14:50<1:12:21,  1.49s/it]
 71%|███████   | 7078/10000 [2:14:51<1:10:07,  1.44s/it]
 71%|███████   | 7079/10000 [2:14:53<1:08:32,  1.41s/it]
 71%|███████   | 7080/10000 [2:14:54<1:06:24,  1.36s/it]
 71%|███████   | 7081/10000 [2:14:55<1:04:33,  1.33s/it]
 71%|███████   | 7082/10000 [2:14:56<1:02:31,  1.29s/it]
 71%|███████   | 7083/10000 [2:14:58<1:00:32,  1.25s/it]
 71%|███████   | 7084/10000 [2:14:59<58:32,  1.20s/it]  
 71%|███████   | 7085/10000 [2:15:00<56:46,  1.17s/it]
 71%|███████   | 7086/10000 [2:15:01<54:40,  1.13s/it]
 71%|███████   | 7087/10000 [2:15:02<53:12,  1.10s/it]
 71%|███████   | 7088/10000 [2:15:03<51:44,  1.07s/it]
 71%|███████   | 7089/10000 [2:15:04<50:39,  1.04s/it]
 71%|███████   | 7090/10000 [2:15:05<49:09,  1.01s/it]
 71%|███████   | 7091/10000 [2:15:06<47:31,  1.02it/s]
 71%|███████   | 7092/10000 [2:15:07<46:13,  1.05it/s]
 71%|███████   | 7093/10000 [2:15:07<45:01,  1.08it/s]
 71%|███████   | 7094/10000 [2:15:08<43:52,  1.10it/s]
 71%|███████   | 7095/10000 [2:15:09<42:45,  1.13it/s]
 71%|███████   | 7096/10000 [2:15:10<41:43,  1.16it/s]
 71%|███████   | 7097/10000 [2:15:11<40:35,  1.19it/s]
 71%|███████   | 7098/10000 [2:15:11<39:26,  1.23it/s]
 71%|███████   | 7099/10000 [2:15:12<38:27,  1.26it/s]
 71%|███████   | 7100/10000 [2:15:13<37:24,  1.29it/s]
 71%|███████   | 7101/10000 [2:15:14<36:17,  1.33it/s]
 71%|███████   | 7102/10000 [2:15:14<35:24,  1.36it/s]
 71%|███████   | 7103/10000 [2:15:15<34:03,  1.42it/s]
 71%|███████   | 7104/10000 [2:15:16<32:37,  1.48it/s]
 71%|███████   | 7105/10000 [2:15:16<31:16,  1.54it/s]
 71%|███████   | 7106/10000 [2:15:17<29:42,  1.62it/s]
 71%|███████   | 7107/10000 [2:15:17<28:18,  1.70it/s]
 71%|███████   | 7108/10000 [2:15:18<26:43,  1.80it/s]
 71%|███████   | 7109/10000 [2:15:18<25:08,  1.92it/s]
 71%|███████   | 7110/10000 [2:15:19<23:28,  2.05it/s]
 71%|███████   | 7111/10000 [2:15:19<21:59,  2.19it/s]
 71%|███████   | 7112/10000 [2:15:19<20:30,  2.35it/s]
 71%|███████   | 7113/10000 [2:15:20<19:45,  2.44it/s]
 71%|███████   | 7114/10000 [2:15:20<18:51,  2.55it/s]
 71%|███████   | 7115/10000 [2:15:20<18:06,  2.66it/s]
 71%|███████   | 7116/10000 [2:15:23<44:43,  1.07it/s]
 71%|███████   | 7117/10000 [2:15:25<1:00:03,  1.25s/it]
 71%|███████   | 7118/10000 [2:15:26<1:08:10,  1.42s/it]
 71%|███████   | 7119/10000 [2:15:28<1:12:42,  1.51s/it]
 71%|███████   | 7120/10000 [2:15:30<1:15:01,  1.56s/it]
 71%|███████   | 7121/10000 [2:15:31<1:15:46,  1.58s/it]
 71%|███████   | 7122/10000 [2:15:33<1:15:42,  1.58s/it]
 71%|███████   | 7123/10000 [2:15:35<1:14:47,  1.56s/it]
 71%|███████   | 7124/10000 [2:15:36<1:13:18,  1.53s/it]
 71%|███████▏  | 7125/10000 [2:15:37<1:11:22,  1.49s/it]
 71%|███████▏  | 7126/10000 [2:15:39<1:09:58,  1.46s/it]
 71%|███████▏  | 7127/10000 [2:15:40<1:08:27,  1.43s/it]
 71%|███████▏  | 7128/10000 [2:15:41<1:06:34,  1.39s/it]
 71%|███████▏  | 7129/10000 [2:15:43<1:04:46,  1.35s/it]
 71%|███████▏  | 7130/10000 [2:15:44<1:04:13,  1.34s/it]
 71%|███████▏  | 7131/10000 [2:15:45<1:02:38,  1.31s/it]
 71%|███████▏  | 7132/10000 [2:15:46<1:00:18,  1.26s/it]
 71%|███████▏  | 7133/10000 [2:15:48<58:24,  1.22s/it]  
 71%|███████▏  | 7134/10000 [2:15:49<56:48,  1.19s/it]
 71%|███████▏  | 7135/10000 [2:15:50<54:58,  1.15s/it]
 71%|███████▏  | 7136/10000 [2:15:51<53:37,  1.12s/it]
 71%|███████▏  | 7137/10000 [2:15:52<52:29,  1.10s/it]
 71%|███████▏  | 7138/10000 [2:15:53<51:28,  1.08s/it]
 71%|███████▏  | 7139/10000 [2:15:54<50:12,  1.05s/it]
 71%|███████▏  | 7140/10000 [2:15:55<49:00,  1.03s/it]
 71%|███████▏  | 7141/10000 [2:15:56<47:28,  1.00it/s]
 71%|███████▏  | 7142/10000 [2:15:57<46:08,  1.03it/s]
 71%|███████▏  | 7143/10000 [2:15:58<44:45,  1.06it/s]
 71%|███████▏  | 7144/10000 [2:15:58<43:23,  1.10it/s]
 71%|███████▏  | 7145/10000 [2:15:59<42:22,  1.12it/s]
 71%|███████▏  | 7146/10000 [2:16:00<40:57,  1.16it/s]
 71%|███████▏  | 7147/10000 [2:16:01<39:39,  1.20it/s]
 71%|███████▏  | 7148/10000 [2:16:02<38:32,  1.23it/s]
 71%|███████▏  | 7149/10000 [2:16:02<37:17,  1.27it/s]
 72%|███████▏  | 7150/10000 [2:16:03<35:56,  1.32it/s]
 72%|███████▏  | 7151/10000 [2:16:04<34:44,  1.37it/s]
 72%|███████▏  | 7152/10000 [2:16:04<33:18,  1.42it/s]
 72%|███████▏  | 7153/10000 [2:16:05<31:46,  1.49it/s]
 72%|███████▏  | 7154/10000 [2:16:05<30:06,  1.58it/s]
 72%|███████▏  | 7155/10000 [2:16:06<29:05,  1.63it/s]
 72%|███████▏  | 7156/10000 [2:16:06<27:19,  1.73it/s]
 72%|███████▏  | 7157/10000 [2:16:07<25:42,  1.84it/s]
 72%|███████▏  | 7158/10000 [2:16:07<24:16,  1.95it/s]
 72%|███████▏  | 7159/10000 [2:16:08<22:55,  2.06it/s]
 72%|███████▏  | 7160/10000 [2:16:08<21:58,  2.15it/s]
 72%|███████▏  | 7161/10000 [2:16:09<20:39,  2.29it/s]
 72%|███████▏  | 7162/10000 [2:16:09<19:25,  2.43it/s]
 72%|███████▏  | 7163/10000 [2:16:09<18:28,  2.56it/s]
 72%|███████▏  | 7164/10000 [2:16:10<17:42,  2.67it/s]
 72%|███████▏  | 7165/10000 [2:16:10<17:14,  2.74it/s]
 72%|███████▏  | 7166/10000 [2:16:12<44:24,  1.06it/s]
 72%|███████▏  | 7167/10000 [2:16:14<1:01:47,  1.31s/it]
 72%|███████▏  | 7168/10000 [2:16:16<1:11:12,  1.51s/it]
 72%|███████▏  | 7169/10000 [2:16:18<1:17:22,  1.64s/it]
 72%|███████▏  | 7170/10000 [2:16:20<1:18:56,  1.67s/it]
 72%|███████▏  | 7171/10000 [2:16:22<1:20:21,  1.70s/it]
 72%|███████▏  | 7172/10000 [2:16:24<1:20:06,  1.70s/it]
 72%|███████▏  | 7173/10000 [2:16:25<1:19:43,  1.69s/it]
 72%|███████▏  | 7174/10000 [2:16:27<1:17:35,  1.65s/it]
 72%|███████▏  | 7175/10000 [2:16:28<1:15:39,  1.61s/it]
 72%|███████▏  | 7176/10000 [2:16:30<1:13:00,  1.55s/it]
 72%|███████▏  | 7177/10000 [2:16:31<1:11:27,  1.52s/it]
 72%|███████▏  | 7178/10000 [2:16:33<1:09:44,  1.48s/it]
 72%|███████▏  | 7179/10000 [2:16:34<1:07:46,  1.44s/it]
 72%|███████▏  | 7180/10000 [2:16:35<1:06:01,  1.40s/it]
 72%|███████▏  | 7181/10000 [2:16:36<1:04:34,  1.37s/it]
 72%|███████▏  | 7182/10000 [2:16:38<1:02:28,  1.33s/it]
 72%|███████▏  | 7183/10000 [2:16:39<1:00:48,  1.30s/it]
 72%|███████▏  | 7184/10000 [2:16:40<58:53,  1.25s/it]  
 72%|███████▏  | 7185/10000 [2:16:41<56:58,  1.21s/it]
 72%|███████▏  | 7186/10000 [2:16:42<55:19,  1.18s/it]
 72%|███████▏  | 7187/10000 [2:16:43<54:38,  1.17s/it]
 72%|███████▏  | 7188/10000 [2:16:44<52:51,  1.13s/it]
 72%|███████▏  | 7189/10000 [2:16:45<51:11,  1.09s/it]
 72%|███████▏  | 7190/10000 [2:16:46<49:39,  1.06s/it]
 72%|███████▏  | 7191/10000 [2:16:47<48:21,  1.03s/it]
 72%|███████▏  | 7192/10000 [2:16:48<47:00,  1.00s/it]
 72%|███████▏  | 7193/10000 [2:16:49<45:33,  1.03it/s]
 72%|███████▏  | 7194/10000 [2:16:50<44:21,  1.05it/s]
 72%|███████▏  | 7195/10000 [2:16:51<43:03,  1.09it/s]
 72%|███████▏  | 7196/10000 [2:16:52<41:48,  1.12it/s]
 72%|███████▏  | 7197/10000 [2:16:53<40:34,  1.15it/s]
 72%|███████▏  | 7198/10000 [2:16:53<39:17,  1.19it/s]
 72%|███████▏  | 7199/10000 [2:16:54<37:55,  1.23it/s]
 72%|███████▏  | 7200/10000 [2:16:55<36:45,  1.27it/s]
 72%|███████▏  | 7201/10000 [2:16:56<35:30,  1.31it/s]
 72%|███████▏  | 7202/10000 [2:16:56<34:55,  1.34it/s]
 72%|███████▏  | 7203/10000 [2:16:57<33:48,  1.38it/s]
 72%|███████▏  | 7204/10000 [2:16:58<32:27,  1.44it/s]
 72%|███████▏  | 7205/10000 [2:16:58<30:34,  1.52it/s]
 72%|███████▏  | 7206/10000 [2:16:59<29:32,  1.58it/s]
 72%|███████▏  | 7207/10000 [2:16:59<27:40,  1.68it/s]
 72%|███████▏  | 7208/10000 [2:17:00<26:01,  1.79it/s]
 72%|███████▏  | 7209/10000 [2:17:00<24:14,  1.92it/s]
 72%|███████▏  | 7210/10000 [2:17:01<22:43,  2.05it/s]
 72%|███████▏  | 7211/10000 [2:17:01<21:19,  2.18it/s]
 72%|███████▏  | 7212/10000 [2:17:01<20:10,  2.30it/s]
 72%|███████▏  | 7213/10000 [2:17:02<18:54,  2.46it/s]
 72%|███████▏  | 7214/10000 [2:17:02<17:57,  2.58it/s]
 72%|███████▏  | 7215/10000 [2:17:02<17:15,  2.69it/s]
 72%|███████▏  | 7216/10000 [2:17:05<43:35,  1.06it/s]
 72%|███████▏  | 7217/10000 [2:17:07<59:16,  1.28s/it]
 72%|███████▏  | 7218/10000 [2:17:09<1:08:27,  1.48s/it]
 72%|███████▏  | 7219/10000 [2:17:10<1:12:10,  1.56s/it]
 72%|███████▏  | 7220/10000 [2:17:12<1:13:27,  1.59s/it]
 72%|███████▏  | 7221/10000 [2:17:14<1:13:50,  1.59s/it]
 72%|███████▏  | 7222/10000 [2:17:15<1:13:11,  1.58s/it]
 72%|███████▏  | 7223/10000 [2:17:17<1:12:25,  1.56s/it]
 72%|███████▏  | 7224/10000 [2:17:18<1:10:49,  1.53s/it]
 72%|███████▏  | 7225/10000 [2:17:20<1:09:50,  1.51s/it]
 72%|███████▏  | 7226/10000 [2:17:21<1:08:06,  1.47s/it]
 72%|███████▏  | 7227/10000 [2:17:22<1:06:38,  1.44s/it]
 72%|███████▏  | 7228/10000 [2:17:24<1:04:48,  1.40s/it]
 72%|███████▏  | 7229/10000 [2:17:25<1:03:37,  1.38s/it]
 72%|███████▏  | 7230/10000 [2:17:26<1:02:08,  1.35s/it]
 72%|███████▏  | 7231/10000 [2:17:28<1:00:53,  1.32s/it]
 72%|███████▏  | 7232/10000 [2:17:29<59:01,  1.28s/it]  
 72%|███████▏  | 7233/10000 [2:17:30<57:38,  1.25s/it]
 72%|███████▏  | 7234/10000 [2:17:31<56:04,  1.22s/it]
 72%|███████▏  | 7235/10000 [2:17:32<54:36,  1.18s/it]
 72%|███████▏  | 7236/10000 [2:17:33<52:46,  1.15s/it]
 72%|███████▏  | 7237/10000 [2:17:34<51:27,  1.12s/it]
 72%|███████▏  | 7238/10000 [2:17:35<49:56,  1.08s/it]
 72%|███████▏  | 7239/10000 [2:17:36<48:22,  1.05s/it]
 72%|███████▏  | 7240/10000 [2:17:37<46:29,  1.01s/it]
 72%|███████▏  | 7241/10000 [2:17:38<45:01,  1.02it/s]
 72%|███████▏  | 7242/10000 [2:17:39<44:04,  1.04it/s]
 72%|███████▏  | 7243/10000 [2:17:40<43:16,  1.06it/s]
 72%|███████▏  | 7244/10000 [2:17:41<42:20,  1.08it/s]
 72%|███████▏  | 7245/10000 [2:17:42<41:12,  1.11it/s]
 72%|███████▏  | 7246/10000 [2:17:42<40:22,  1.14it/s]
 72%|███████▏  | 7247/10000 [2:17:43<39:28,  1.16it/s]
 72%|███████▏  | 7248/10000 [2:17:44<38:17,  1.20it/s]
 72%|███████▏  | 7249/10000 [2:17:45<37:00,  1.24it/s]
 72%|███████▎  | 7250/10000 [2:17:46<35:48,  1.28it/s]
 73%|███████▎  | 7251/10000 [2:17:46<34:52,  1.31it/s]
 73%|███████▎  | 7252/10000 [2:17:47<33:38,  1.36it/s]
 73%|███████▎  | 7253/10000 [2:17:48<32:19,  1.42it/s]
 73%|███████▎  | 7254/10000 [2:17:48<31:18,  1.46it/s]
 73%|███████▎  | 7255/10000 [2:17:49<30:14,  1.51it/s]
 73%|███████▎  | 7256/10000 [2:17:49<29:16,  1.56it/s]
 73%|███████▎  | 7257/10000 [2:17:50<28:20,  1.61it/s]
 73%|███████▎  | 7258/10000 [2:17:50<27:14,  1.68it/s]
 73%|███████▎  | 7259/10000 [2:17:51<25:58,  1.76it/s]
 73%|███████▎  | 7260/10000 [2:17:51<24:13,  1.89it/s]
 73%|███████▎  | 7261/10000 [2:17:52<22:22,  2.04it/s]
 73%|███████▎  | 7262/10000 [2:17:52<20:35,  2.22it/s]
 73%|███████▎  | 7263/10000 [2:17:53<19:08,  2.38it/s]
 73%|███████▎  | 7264/10000 [2:17:53<17:59,  2.53it/s]
 73%|███████▎  | 7265/10000 [2:17:53<17:11,  2.65it/s]
 73%|███████▎  | 7266/10000 [2:17:55<42:34,  1.07it/s]
 73%|███████▎  | 7267/10000 [2:17:58<57:55,  1.27s/it]
 73%|███████▎  | 7268/10000 [2:17:59<1:06:57,  1.47s/it]
 73%|███████▎  | 7269/10000 [2:18:01<1:11:22,  1.57s/it]
 73%|███████▎  | 7270/10000 [2:18:03<1:13:38,  1.62s/it]
 73%|███████▎  | 7271/10000 [2:18:05<1:14:37,  1.64s/it]
 73%|███████▎  | 7272/10000 [2:18:06<1:14:30,  1.64s/it]
 73%|███████▎  | 7273/10000 [2:18:08<1:13:16,  1.61s/it]
 73%|███████▎  | 7274/10000 [2:18:09<1:11:40,  1.58s/it]
 73%|███████▎  | 7275/10000 [2:18:11<1:09:47,  1.54s/it]
 73%|███████▎  | 7276/10000 [2:18:12<1:07:53,  1.50s/it]
 73%|███████▎  | 7277/10000 [2:18:14<1:06:17,  1.46s/it]
 73%|███████▎  | 7278/10000 [2:18:15<1:04:19,  1.42s/it]
 73%|███████▎  | 7279/10000 [2:18:16<1:02:40,  1.38s/it]
 73%|███████▎  | 7280/10000 [2:18:17<1:00:32,  1.34s/it]
 73%|███████▎  | 7281/10000 [2:18:19<58:45,  1.30s/it]  
 73%|███████▎  | 7282/10000 [2:18:20<57:03,  1.26s/it]
 73%|███████▎  | 7283/10000 [2:18:21<55:47,  1.23s/it]
 73%|███████▎  | 7284/10000 [2:18:22<53:58,  1.19s/it]
 73%|███████▎  | 7285/10000 [2:18:23<52:44,  1.17s/it]
 73%|███████▎  | 7286/10000 [2:18:24<51:14,  1.13s/it]
 73%|███████▎  | 7287/10000 [2:18:25<49:51,  1.10s/it]
 73%|███████▎  | 7288/10000 [2:18:26<48:17,  1.07s/it]
 73%|███████▎  | 7289/10000 [2:18:27<47:19,  1.05s/it]
 73%|███████▎  | 7290/10000 [2:18:28<45:47,  1.01s/it]
 73%|███████▎  | 7291/10000 [2:18:29<44:45,  1.01it/s]
 73%|███████▎  | 7292/10000 [2:18:30<43:27,  1.04it/s]
 73%|███████▎  | 7293/10000 [2:18:31<43:06,  1.05it/s]
 73%|███████▎  | 7294/10000 [2:18:32<42:52,  1.05it/s]
 73%|███████▎  | 7295/10000 [2:18:33<41:49,  1.08it/s]
 73%|███████▎  | 7296/10000 [2:18:34<40:37,  1.11it/s]
 73%|███████▎  | 7297/10000 [2:18:34<39:37,  1.14it/s]
 73%|███████▎  | 7298/10000 [2:18:35<38:13,  1.18it/s]
 73%|███████▎  | 7299/10000 [2:18:36<37:01,  1.22it/s]
 73%|███████▎  | 7300/10000 [2:18:37<35:40,  1.26it/s]
 73%|███████▎  | 7301/10000 [2:18:37<34:24,  1.31it/s]
 73%|███████▎  | 7302/10000 [2:18:38<33:34,  1.34it/s]
 73%|███████▎  | 7303/10000 [2:18:39<32:01,  1.40it/s]
 73%|███████▎  | 7304/10000 [2:18:39<30:44,  1.46it/s]
 73%|███████▎  | 7305/10000 [2:18:40<29:14,  1.54it/s]
 73%|███████▎  | 7306/10000 [2:18:40<27:38,  1.62it/s]
 73%|███████▎  | 7307/10000 [2:18:41<25:56,  1.73it/s]
 73%|███████▎  | 7308/10000 [2:18:41<24:27,  1.83it/s]
 73%|███████▎  | 7309/10000 [2:18:42<22:59,  1.95it/s]
 73%|███████▎  | 7310/10000 [2:18:42<21:40,  2.07it/s]
 73%|███████▎  | 7311/10000 [2:18:43<20:20,  2.20it/s]
 73%|███████▎  | 7312/10000 [2:18:43<19:09,  2.34it/s]
 73%|███████▎  | 7313/10000 [2:18:43<18:06,  2.47it/s]
 73%|███████▎  | 7314/10000 [2:18:44<17:21,  2.58it/s]
 73%|███████▎  | 7315/10000 [2:18:44<16:38,  2.69it/s]
 73%|███████▎  | 7316/10000 [2:18:46<42:19,  1.06it/s]
 73%|███████▎  | 7317/10000 [2:18:48<57:26,  1.28s/it]
 73%|███████▎  | 7318/10000 [2:18:50<1:06:25,  1.49s/it]
 73%|███████▎  | 7319/10000 [2:18:52<1:10:47,  1.58s/it]
 73%|███████▎  | 7320/10000 [2:18:54<1:12:48,  1.63s/it]
 73%|███████▎  | 7321/10000 [2:18:56<1:13:21,  1.64s/it]
 73%|███████▎  | 7322/10000 [2:18:57<1:12:43,  1.63s/it]
 73%|███████▎  | 7323/10000 [2:18:59<1:11:22,  1.60s/it]
 73%|███████▎  | 7324/10000 [2:19:00<1:10:20,  1.58s/it]
 73%|███████▎  | 7325/10000 [2:19:02<1:08:58,  1.55s/it]
 73%|███████▎  | 7326/10000 [2:19:03<1:07:39,  1.52s/it]
 73%|███████▎  | 7327/10000 [2:19:05<1:06:12,  1.49s/it]
 73%|███████▎  | 7328/10000 [2:19:06<1:04:15,  1.44s/it]
 73%|███████▎  | 7329/10000 [2:19:07<1:02:44,  1.41s/it]
 73%|███████▎  | 7330/10000 [2:19:09<1:00:53,  1.37s/it]
 73%|███████▎  | 7331/10000 [2:19:10<59:01,  1.33s/it]  
 73%|███████▎  | 7332/10000 [2:19:11<57:44,  1.30s/it]
 73%|███████▎  | 7333/10000 [2:19:12<56:12,  1.26s/it]
 73%|███████▎  | 7334/10000 [2:19:13<54:40,  1.23s/it]
 73%|███████▎  | 7335/10000 [2:19:14<52:47,  1.19s/it]
 73%|███████▎  | 7336/10000 [2:19:15<50:57,  1.15s/it]
 73%|███████▎  | 7337/10000 [2:19:17<49:25,  1.11s/it]
 73%|███████▎  | 7338/10000 [2:19:18<48:02,  1.08s/it]
 73%|███████▎  | 7339/10000 [2:19:19<46:48,  1.06s/it]
 73%|███████▎  | 7340/10000 [2:19:19<45:49,  1.03s/it]
 73%|███████▎  | 7341/10000 [2:19:20<44:43,  1.01s/it]
 73%|███████▎  | 7342/10000 [2:19:21<43:27,  1.02it/s]
 73%|███████▎  | 7343/10000 [2:19:22<42:39,  1.04it/s]
 73%|███████▎  | 7344/10000 [2:19:23<41:41,  1.06it/s]
 73%|███████▎  | 7345/10000 [2:19:24<40:44,  1.09it/s]
 73%|███████▎  | 7346/10000 [2:19:25<39:44,  1.11it/s]
 73%|███████▎  | 7347/10000 [2:19:26<38:32,  1.15it/s]
 73%|███████▎  | 7348/10000 [2:19:26<37:30,  1.18it/s]
 73%|███████▎  | 7349/10000 [2:19:27<36:21,  1.22it/s]
 74%|███████▎  | 7350/10000 [2:19:28<35:29,  1.24it/s]
 74%|███████▎  | 7351/10000 [2:19:29<34:27,  1.28it/s]
 74%|███████▎  | 7352/10000 [2:19:29<33:35,  1.31it/s]
 74%|███████▎  | 7353/10000 [2:19:30<32:42,  1.35it/s]
 74%|███████▎  | 7354/10000 [2:19:31<31:14,  1.41it/s]
 74%|███████▎  | 7355/10000 [2:19:31<29:58,  1.47it/s]
 74%|███████▎  | 7356/10000 [2:19:32<28:36,  1.54it/s]
 74%|███████▎  | 7357/10000 [2:19:33<27:20,  1.61it/s]
 74%|███████▎  | 7358/10000 [2:19:33<25:37,  1.72it/s]
 74%|███████▎  | 7359/10000 [2:19:33<23:59,  1.83it/s]
 74%|███████▎  | 7360/10000 [2:19:34<22:34,  1.95it/s]
 74%|███████▎  | 7361/10000 [2:19:34<21:11,  2.08it/s]
 74%|███████▎  | 7362/10000 [2:19:35<20:05,  2.19it/s]
 74%|███████▎  | 7363/10000 [2:19:35<18:36,  2.36it/s]
 74%|███████▎  | 7364/10000 [2:19:35<17:27,  2.52it/s]
 74%|███████▎  | 7365/10000 [2:19:36<16:30,  2.66it/s]
 74%|███████▎  | 7366/10000 [2:19:38<42:10,  1.04it/s]
 74%|███████▎  | 7367/10000 [2:19:40<56:55,  1.30s/it]
 74%|███████▎  | 7368/10000 [2:19:42<1:05:53,  1.50s/it]
 74%|███████▎  | 7369/10000 [2:19:44<1:10:03,  1.60s/it]
 74%|███████▎  | 7370/10000 [2:19:46<1:11:31,  1.63s/it]
 74%|███████▎  | 7371/10000 [2:19:47<1:12:02,  1.64s/it]
 74%|███████▎  | 7372/10000 [2:19:49<1:11:33,  1.63s/it]
 74%|███████▎  | 7373/10000 [2:19:50<1:10:15,  1.60s/it]
 74%|███████▎  | 7374/10000 [2:19:52<1:08:48,  1.57s/it]
 74%|███████▍  | 7375/10000 [2:19:53<1:07:54,  1.55s/it]
 74%|███████▍  | 7376/10000 [2:19:55<1:06:21,  1.52s/it]
 74%|███████▍  | 7377/10000 [2:19:56<1:04:53,  1.48s/it]
 74%|███████▍  | 7378/10000 [2:19:58<1:03:25,  1.45s/it]
 74%|███████▍  | 7379/10000 [2:19:59<1:01:52,  1.42s/it]
 74%|███████▍  | 7380/10000 [2:20:00<1:00:26,  1.38s/it]
 74%|███████▍  | 7381/10000 [2:20:02<58:53,  1.35s/it]  
 74%|███████▍  | 7382/10000 [2:20:03<56:59,  1.31s/it]
 74%|███████▍  | 7383/10000 [2:20:04<55:20,  1.27s/it]
 74%|███████▍  | 7384/10000 [2:20:05<53:29,  1.23s/it]
 74%|███████▍  | 7385/10000 [2:20:06<52:13,  1.20s/it]
 74%|███████▍  | 7386/10000 [2:20:07<51:03,  1.17s/it]
 74%|███████▍  | 7387/10000 [2:20:08<49:42,  1.14s/it]
 74%|███████▍  | 7388/10000 [2:20:09<48:23,  1.11s/it]
 74%|███████▍  | 7389/10000 [2:20:10<46:52,  1.08s/it]
 74%|███████▍  | 7390/10000 [2:20:11<45:41,  1.05s/it]
 74%|███████▍  | 7391/10000 [2:20:12<44:15,  1.02s/it]
 74%|███████▍  | 7392/10000 [2:20:13<42:53,  1.01it/s]
 74%|███████▍  | 7393/10000 [2:20:14<41:47,  1.04it/s]
 74%|███████▍  | 7394/10000 [2:20:15<40:31,  1.07it/s]
 74%|███████▍  | 7395/10000 [2:20:16<39:22,  1.10it/s]
 74%|███████▍  | 7396/10000 [2:20:17<38:10,  1.14it/s]
 74%|███████▍  | 7397/10000 [2:20:18<37:04,  1.17it/s]
 74%|███████▍  | 7398/10000 [2:20:18<36:00,  1.20it/s]
 74%|███████▍  | 7399/10000 [2:20:19<35:12,  1.23it/s]
 74%|███████▍  | 7400/10000 [2:20:20<34:10,  1.27it/s]
 74%|███████▍  | 7401/10000 [2:20:21<33:01,  1.31it/s]
 74%|███████▍  | 7402/10000 [2:20:21<32:01,  1.35it/s]
 74%|███████▍  | 7403/10000 [2:20:22<30:23,  1.42it/s]
 74%|███████▍  | 7404/10000 [2:20:22<28:55,  1.50it/s]
 74%|███████▍  | 7405/10000 [2:20:23<27:33,  1.57it/s]
 74%|███████▍  | 7406/10000 [2:20:24<26:11,  1.65it/s]
 74%|███████▍  | 7407/10000 [2:20:24<24:35,  1.76it/s]
 74%|███████▍  | 7408/10000 [2:20:24<23:08,  1.87it/s]
 74%|███████▍  | 7409/10000 [2:20:25<21:38,  2.00it/s]
 74%|███████▍  | 7410/10000 [2:20:25<20:20,  2.12it/s]
 74%|███████▍  | 7411/10000 [2:20:26<18:55,  2.28it/s]
 74%|███████▍  | 7412/10000 [2:20:26<17:38,  2.45it/s]
 74%|███████▍  | 7413/10000 [2:20:26<16:36,  2.60it/s]
 74%|███████▍  | 7414/10000 [2:20:27<15:48,  2.73it/s]
 74%|███████▍  | 7415/10000 [2:20:27<15:10,  2.84it/s]
 74%|███████▍  | 7416/10000 [2:20:29<39:30,  1.09it/s]
 74%|███████▍  | 7417/10000 [2:20:31<53:35,  1.24s/it]
 74%|███████▍  | 7418/10000 [2:20:33<1:02:04,  1.44s/it]
 74%|███████▍  | 7419/10000 [2:20:35<1:06:43,  1.55s/it]
 74%|███████▍  | 7420/10000 [2:20:37<1:09:16,  1.61s/it]
 74%|███████▍  | 7421/10000 [2:20:38<1:10:10,  1.63s/it]
 74%|███████▍  | 7422/10000 [2:20:40<1:09:34,  1.62s/it]
 74%|███████▍  | 7423/10000 [2:20:41<1:08:50,  1.60s/it]
 74%|███████▍  | 7424/10000 [2:20:43<1:07:39,  1.58s/it]
 74%|███████▍  | 7425/10000 [2:20:44<1:06:07,  1.54s/it]
 74%|███████▍  | 7426/10000 [2:20:46<1:04:39,  1.51s/it]
 74%|███████▍  | 7427/10000 [2:20:47<1:02:39,  1.46s/it]
 74%|███████▍  | 7428/10000 [2:20:49<1:00:43,  1.42s/it]
 74%|███████▍  | 7429/10000 [2:20:50<59:04,  1.38s/it]  
 74%|███████▍  | 7430/10000 [2:20:51<57:11,  1.34s/it]
 74%|███████▍  | 7431/10000 [2:20:52<55:34,  1.30s/it]
 74%|███████▍  | 7432/10000 [2:20:53<54:15,  1.27s/it]
 74%|███████▍  | 7433/10000 [2:20:55<53:24,  1.25s/it]
 74%|███████▍  | 7434/10000 [2:20:56<51:50,  1.21s/it]
 74%|███████▍  | 7435/10000 [2:20:57<50:37,  1.18s/it]
 74%|███████▍  | 7436/10000 [2:20:58<48:50,  1.14s/it]
 74%|███████▍  | 7437/10000 [2:20:59<47:42,  1.12s/it]
 74%|███████▍  | 7438/10000 [2:21:00<46:16,  1.08s/it]
 74%|███████▍  | 7439/10000 [2:21:01<45:37,  1.07s/it]
 74%|███████▍  | 7440/10000 [2:21:02<44:25,  1.04s/it]
 74%|███████▍  | 7441/10000 [2:21:03<43:23,  1.02s/it]
 74%|███████▍  | 7442/10000 [2:21:04<41:58,  1.02it/s]
 74%|███████▍  | 7443/10000 [2:21:05<41:04,  1.04it/s]
 74%|███████▍  | 7444/10000 [2:21:06<39:52,  1.07it/s]
 74%|███████▍  | 7445/10000 [2:21:07<38:57,  1.09it/s]
 74%|███████▍  | 7446/10000 [2:21:07<37:48,  1.13it/s]
 74%|███████▍  | 7447/10000 [2:21:08<37:10,  1.14it/s]
 74%|███████▍  | 7448/10000 [2:21:09<35:53,  1.19it/s]
 74%|███████▍  | 7449/10000 [2:21:10<34:48,  1.22it/s]
 74%|███████▍  | 7450/10000 [2:21:10<33:31,  1.27it/s]
 75%|███████▍  | 7451/10000 [2:21:11<32:11,  1.32it/s]
 75%|███████▍  | 7452/10000 [2:21:12<31:14,  1.36it/s]
 75%|███████▍  | 7453/10000 [2:21:12<29:54,  1.42it/s]
 75%|███████▍  | 7454/10000 [2:21:13<28:35,  1.48it/s]
 75%|███████▍  | 7455/10000 [2:21:14<27:09,  1.56it/s]
 75%|███████▍  | 7456/10000 [2:21:14<25:50,  1.64it/s]
 75%|███████▍  | 7457/10000 [2:21:15<24:36,  1.72it/s]
 75%|███████▍  | 7458/10000 [2:21:15<23:08,  1.83it/s]
 75%|███████▍  | 7459/10000 [2:21:16<21:36,  1.96it/s]
 75%|███████▍  | 7460/10000 [2:21:16<19:56,  2.12it/s]
 75%|███████▍  | 7461/10000 [2:21:16<18:17,  2.31it/s]
 75%|███████▍  | 7462/10000 [2:21:17<16:52,  2.51it/s]
 75%|███████▍  | 7463/10000 [2:21:17<15:38,  2.70it/s]
 75%|███████▍  | 7464/10000 [2:21:17<15:27,  2.73it/s]
 75%|███████▍  | 7465/10000 [2:21:18<15:02,  2.81it/s]
 75%|███████▍  | 7466/10000 [2:21:20<37:44,  1.12it/s]
 75%|███████▍  | 7467/10000 [2:21:22<51:47,  1.23s/it]
 75%|███████▍  | 7468/10000 [2:21:24<1:00:03,  1.42s/it]
 75%|███████▍  | 7469/10000 [2:21:25<1:04:08,  1.52s/it]
 75%|███████▍  | 7470/10000 [2:21:27<1:06:08,  1.57s/it]
 75%|███████▍  | 7471/10000 [2:21:29<1:06:47,  1.58s/it]
 75%|███████▍  | 7472/10000 [2:21:30<1:06:33,  1.58s/it]
 75%|███████▍  | 7473/10000 [2:21:32<1:05:38,  1.56s/it]
 75%|███████▍  | 7474/10000 [2:21:33<1:04:42,  1.54s/it]
 75%|███████▍  | 7475/10000 [2:21:35<1:03:29,  1.51s/it]
 75%|███████▍  | 7476/10000 [2:21:36<1:01:57,  1.47s/it]
 75%|███████▍  | 7477/10000 [2:21:37<1:00:20,  1.43s/it]
 75%|███████▍  | 7478/10000 [2:21:39<58:45,  1.40s/it]  
 75%|███████▍  | 7479/10000 [2:21:40<57:23,  1.37s/it]
 75%|███████▍  | 7480/10000 [2:21:41<55:38,  1.32s/it]
 75%|███████▍  | 7481/10000 [2:21:43<54:29,  1.30s/it]
 75%|███████▍  | 7482/10000 [2:21:44<53:16,  1.27s/it]
 75%|███████▍  | 7483/10000 [2:21:45<52:04,  1.24s/it]
 75%|███████▍  | 7484/10000 [2:21:46<50:48,  1.21s/it]
 75%|███████▍  | 7485/10000 [2:21:47<49:24,  1.18s/it]
 75%|███████▍  | 7486/10000 [2:21:48<47:58,  1.14s/it]
 75%|███████▍  | 7487/10000 [2:21:49<46:42,  1.12s/it]
 75%|███████▍  | 7488/10000 [2:21:50<45:17,  1.08s/it]
 75%|███████▍  | 7489/10000 [2:21:51<43:56,  1.05s/it]
 75%|███████▍  | 7490/10000 [2:21:52<42:52,  1.02s/it]
 75%|███████▍  | 7491/10000 [2:21:53<41:25,  1.01it/s]
 75%|███████▍  | 7492/10000 [2:21:54<40:06,  1.04it/s]
 75%|███████▍  | 7493/10000 [2:21:55<39:02,  1.07it/s]
 75%|███████▍  | 7494/10000 [2:21:56<38:15,  1.09it/s]
 75%|███████▍  | 7495/10000 [2:21:57<37:25,  1.12it/s]
 75%|███████▍  | 7496/10000 [2:21:57<36:27,  1.14it/s]
 75%|███████▍  | 7497/10000 [2:21:58<35:35,  1.17it/s]
 75%|███████▍  | 7498/10000 [2:21:59<34:27,  1.21it/s]
 75%|███████▍  | 7499/10000 [2:22:00<33:20,  1.25it/s]
 75%|███████▌  | 7500/10000 [2:22:00<32:09,  1.30it/s]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 = 2822
  Batch size = 12
{'eval_loss': 0.7350390553474426, 'eval_wer': 0.20123318385650224, 'eval_runtime': 94.8583, 'eval_samples_per_second': 29.75, 'eval_steps_per_second': 2.488, 'epoch': 14.86}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:43,  5.36it/s]

  1%|▏         | 3/236 [00:00<01:11,  3.25it/s]

  2%|▏         | 4/236 [00:01<01:12,  3.19it/s]

  2%|▏         | 5/236 [00:01<01:16,  3.04it/s]

  3%|▎         | 6/236 [00:01<01:18,  2.92it/s]

  3%|▎         | 7/236 [00:02<01:22,  2.76it/s]

  3%|▎         | 8/236 [00:02<01:23,  2.72it/s]

  4%|▍         | 9/236 [00:03<01:19,  2.84it/s]

  4%|▍         | 10/236 [00:03<01:24,  2.69it/s]

  5%|▍         | 11/236 [00:03<01:28,  2.54it/s]

  5%|▌         | 12/236 [00:04<01:23,  2.68it/s]

  6%|▌         | 13/236 [00:04<01:25,  2.62it/s]

  6%|▌         | 14/236 [00:05<01:27,  2.53it/s]

  6%|▋         | 15/236 [00:05<01:25,  2.57it/s]

  7%|▋         | 16/236 [00:05<01:29,  2.46it/s]

  7%|▋         | 17/236 [00:06<01:28,  2.47it/s]

  8%|▊         | 18/236 [00:06<01:29,  2.44it/s]

  8%|▊         | 19/236 [00:07<01:24,  2.57it/s]

  8%|▊         | 20/236 [00:07<01:30,  2.39it/s]

  9%|▉         | 21/236 [00:07<01:28,  2.44it/s]

  9%|▉         | 22/236 [00:08<01:27,  2.44it/s]

 10%|▉         | 23/236 [00:08<01:23,  2.56it/s]

 10%|█         | 24/236 [00:08<01:18,  2.69it/s]

 11%|█         | 25/236 [00:09<01:12,  2.91it/s]

 11%|█         | 26/236 [00:09<01:17,  2.70it/s]

 11%|█▏        | 27/236 [00:09<01:13,  2.82it/s]

 12%|█▏        | 28/236 [00:10<01:13,  2.84it/s]

 12%|█▏        | 29/236 [00:10<01:11,  2.89it/s]

 13%|█▎        | 30/236 [00:11<01:10,  2.92it/s]

 13%|█▎        | 31/236 [00:11<01:15,  2.73it/s]

 14%|█▎        | 32/236 [00:11<01:22,  2.48it/s]

 14%|█▍        | 33/236 [00:12<01:23,  2.42it/s]

 14%|█▍        | 34/236 [00:12<01:20,  2.50it/s]

 15%|█▍        | 35/236 [00:13<01:18,  2.57it/s]

 15%|█▌        | 36/236 [00:13<01:18,  2.56it/s]

 16%|█▌        | 37/236 [00:13<01:18,  2.52it/s]

 16%|█▌        | 38/236 [00:14<01:13,  2.70it/s]

 17%|█▋        | 39/236 [00:14<01:18,  2.50it/s]

 17%|█▋        | 40/236 [00:15<01:22,  2.37it/s]

 17%|█▋        | 41/236 [00:15<01:23,  2.34it/s]

 18%|█▊        | 42/236 [00:16<01:27,  2.22it/s]

 18%|█▊        | 43/236 [00:16<01:26,  2.24it/s]

 19%|█▊        | 44/236 [00:16<01:24,  2.28it/s]

 19%|█▉        | 45/236 [00:17<01:19,  2.41it/s]

 19%|█▉        | 46/236 [00:17<01:19,  2.39it/s]

 20%|█▉        | 47/236 [00:18<01:21,  2.33it/s]

 20%|██        | 48/236 [00:18<01:15,  2.47it/s]

 21%|██        | 49/236 [00:19<01:23,  2.23it/s]

 21%|██        | 50/236 [00:19<01:22,  2.26it/s]

 22%|██▏       | 51/236 [00:19<01:17,  2.38it/s]

 22%|██▏       | 52/236 [00:20<01:15,  2.45it/s]

 22%|██▏       | 53/236 [00:20<01:20,  2.26it/s]

 23%|██▎       | 54/236 [00:21<01:17,  2.36it/s]

 23%|██▎       | 55/236 [00:21<01:13,  2.46it/s]

 24%|██▎       | 56/236 [00:21<01:14,  2.42it/s]

 24%|██▍       | 57/236 [00:22<01:14,  2.41it/s]

 25%|██▍       | 58/236 [00:22<01:11,  2.50it/s]

 25%|██▌       | 59/236 [00:23<01:09,  2.54it/s]

 25%|██▌       | 60/236 [00:23<01:11,  2.47it/s]

 26%|██▌       | 61/236 [00:23<01:08,  2.56it/s]

 26%|██▋       | 62/236 [00:24<01:05,  2.67it/s]

 27%|██▋       | 63/236 [00:24<01:07,  2.56it/s]

 27%|██▋       | 64/236 [00:25<01:08,  2.51it/s]

 28%|██▊       | 65/236 [00:25<01:09,  2.48it/s]

 28%|██▊       | 66/236 [00:25<01:04,  2.66it/s]

 28%|██▊       | 67/236 [00:26<00:59,  2.83it/s]

 29%|██▉       | 68/236 [00:26<00:57,  2.94it/s]

 29%|██▉       | 69/236 [00:26<00:54,  3.05it/s]

 30%|██▉       | 70/236 [00:27<00:52,  3.18it/s]

 30%|███       | 71/236 [00:27<00:56,  2.93it/s]

 31%|███       | 72/236 [00:27<00:56,  2.90it/s]

 31%|███       | 73/236 [00:28<01:01,  2.64it/s]

 31%|███▏      | 74/236 [00:28<01:04,  2.51it/s]

 32%|███▏      | 75/236 [00:29<01:04,  2.50it/s]

 32%|███▏      | 76/236 [00:29<01:04,  2.47it/s]

 33%|███▎      | 77/236 [00:29<01:04,  2.48it/s]

 33%|███▎      | 78/236 [00:30<00:59,  2.66it/s]

 33%|███▎      | 79/236 [00:30<01:02,  2.53it/s]

 34%|███▍      | 80/236 [00:31<01:02,  2.50it/s]

 34%|███▍      | 81/236 [00:31<01:02,  2.49it/s]

 35%|███▍      | 82/236 [00:31<01:01,  2.50it/s]

 35%|███▌      | 83/236 [00:32<00:56,  2.70it/s]

 36%|███▌      | 84/236 [00:32<00:53,  2.84it/s]

 36%|███▌      | 85/236 [00:32<00:51,  2.95it/s]

 36%|███▋      | 86/236 [00:33<00:48,  3.10it/s]

 37%|███▋      | 87/236 [00:33<00:50,  2.95it/s]

 37%|███▋      | 88/236 [00:33<00:50,  2.95it/s]

 38%|███▊      | 89/236 [00:34<00:52,  2.79it/s]

 38%|███▊      | 90/236 [00:34<00:53,  2.73it/s]

 39%|███▊      | 91/236 [00:35<00:56,  2.56it/s]

 39%|███▉      | 92/236 [00:35<00:52,  2.73it/s]

 39%|███▉      | 93/236 [00:35<00:49,  2.86it/s]

 40%|███▉      | 94/236 [00:35<00:47,  2.98it/s]

 40%|████      | 95/236 [00:36<00:50,  2.77it/s]

 41%|████      | 96/236 [00:36<00:49,  2.84it/s]

 41%|████      | 97/236 [00:36<00:46,  2.97it/s]

 42%|████▏     | 98/236 [00:37<00:48,  2.86it/s]

 42%|████▏     | 99/236 [00:37<00:53,  2.58it/s]

 42%|████▏     | 100/236 [00:38<00:53,  2.55it/s]

 43%|████▎     | 101/236 [00:38<00:54,  2.48it/s]

 43%|████▎     | 102/236 [00:39<00:51,  2.61it/s]

 44%|████▎     | 103/236 [00:39<00:49,  2.70it/s]

 44%|████▍     | 104/236 [00:39<00:51,  2.57it/s]

 44%|████▍     | 105/236 [00:40<00:47,  2.75it/s]

 45%|████▍     | 106/236 [00:40<00:47,  2.72it/s]

 45%|████▌     | 107/236 [00:40<00:47,  2.70it/s]

 46%|████▌     | 108/236 [00:41<00:52,  2.43it/s]

 46%|████▌     | 109/236 [00:41<00:53,  2.37it/s]

 47%|████▋     | 110/236 [00:42<00:49,  2.57it/s]

 47%|████▋     | 111/236 [00:42<00:46,  2.71it/s]

 47%|████▋     | 112/236 [00:42<00:46,  2.65it/s]

 48%|████▊     | 113/236 [00:43<00:46,  2.65it/s]

 48%|████▊     | 114/236 [00:43<00:46,  2.60it/s]

 49%|████▊     | 115/236 [00:43<00:44,  2.70it/s]

 49%|████▉     | 116/236 [00:44<00:43,  2.73it/s]

 50%|████▉     | 117/236 [00:44<00:45,  2.62it/s]

 50%|█████     | 118/236 [00:45<00:43,  2.69it/s]

 50%|█████     | 119/236 [00:45<00:42,  2.73it/s]

 51%|█████     | 120/236 [00:45<00:41,  2.79it/s]

 51%|█████▏    | 121/236 [00:46<00:42,  2.70it/s]

 52%|█████▏    | 122/236 [00:46<00:44,  2.58it/s]

 52%|█████▏    | 123/236 [00:46<00:42,  2.68it/s]

 53%|█████▎    | 124/236 [00:47<00:41,  2.67it/s]

 53%|█████▎    | 125/236 [00:47<00:40,  2.71it/s]

 53%|█████▎    | 126/236 [00:47<00:39,  2.79it/s]

 54%|█████▍    | 127/236 [00:48<00:40,  2.66it/s]

 54%|█████▍    | 128/236 [00:48<00:41,  2.60it/s]

 55%|█████▍    | 129/236 [00:49<00:38,  2.80it/s]

 55%|█████▌    | 130/236 [00:49<00:36,  2.91it/s]

 56%|█████▌    | 131/236 [00:49<00:37,  2.82it/s]

 56%|█████▌    | 132/236 [00:50<00:35,  2.95it/s]

 56%|█████▋    | 133/236 [00:50<00:38,  2.70it/s]

 57%|█████▋    | 134/236 [00:50<00:38,  2.66it/s]

 57%|█████▋    | 135/236 [00:51<00:37,  2.72it/s]

 58%|█████▊    | 136/236 [00:51<00:39,  2.56it/s]

 58%|█████▊    | 137/236 [00:52<00:38,  2.55it/s]

 58%|█████▊    | 138/236 [00:52<00:39,  2.48it/s]

 59%|█████▉    | 139/236 [00:52<00:36,  2.64it/s]

 59%|█████▉    | 140/236 [00:53<00:34,  2.76it/s]

 60%|█████▉    | 141/236 [00:53<00:35,  2.64it/s]

 60%|██████    | 142/236 [00:54<00:36,  2.56it/s]

 61%|██████    | 143/236 [00:54<00:39,  2.38it/s]

 61%|██████    | 144/236 [00:54<00:37,  2.46it/s]

 61%|██████▏   | 145/236 [00:55<00:37,  2.42it/s]

 62%|██████▏   | 146/236 [00:55<00:36,  2.49it/s]

 62%|██████▏   | 147/236 [00:56<00:36,  2.47it/s]

 63%|██████▎   | 148/236 [00:56<00:35,  2.50it/s]

 63%|██████▎   | 149/236 [00:56<00:33,  2.59it/s]

 64%|██████▎   | 150/236 [00:57<00:31,  2.77it/s]

 64%|██████▍   | 151/236 [00:57<00:31,  2.68it/s]

 64%|██████▍   | 152/236 [00:57<00:30,  2.76it/s]

 65%|██████▍   | 153/236 [00:58<00:30,  2.73it/s]

 65%|██████▌   | 154/236 [00:58<00:30,  2.69it/s]

 66%|██████▌   | 155/236 [00:59<00:29,  2.70it/s]

 66%|██████▌   | 156/236 [00:59<00:32,  2.45it/s]

 67%|██████▋   | 157/236 [01:00<00:34,  2.30it/s]

 67%|██████▋   | 158/236 [01:00<00:33,  2.34it/s]

 67%|██████▋   | 159/236 [01:00<00:30,  2.55it/s]

 68%|██████▊   | 160/236 [01:01<00:29,  2.56it/s]

 68%|██████▊   | 161/236 [01:01<00:29,  2.58it/s]

 69%|██████▊   | 162/236 [01:01<00:26,  2.75it/s]

 69%|██████▉   | 163/236 [01:02<00:26,  2.80it/s]

 69%|██████▉   | 164/236 [01:02<00:24,  3.00it/s]

 70%|██████▉   | 165/236 [01:02<00:22,  3.09it/s]

 70%|███████   | 166/236 [01:03<00:23,  3.04it/s]

 71%|███████   | 167/236 [01:03<00:24,  2.80it/s]

 71%|███████   | 168/236 [01:03<00:24,  2.74it/s]

 72%|███████▏  | 169/236 [01:04<00:24,  2.70it/s]

 72%|███████▏  | 170/236 [01:04<00:27,  2.36it/s]

 72%|███████▏  | 171/236 [01:05<00:25,  2.57it/s]

 73%|███████▎  | 172/236 [01:05<00:24,  2.61it/s]

 73%|███████▎  | 173/236 [01:05<00:25,  2.43it/s]

 74%|███████▎  | 174/236 [01:06<00:27,  2.28it/s]

 74%|███████▍  | 175/236 [01:06<00:25,  2.36it/s]

 75%|███████▍  | 176/236 [01:07<00:24,  2.40it/s]

 75%|███████▌  | 177/236 [01:07<00:22,  2.65it/s]

 75%|███████▌  | 178/236 [01:07<00:22,  2.59it/s]

 76%|███████▌  | 179/236 [01:08<00:22,  2.52it/s]

 76%|███████▋  | 180/236 [01:08<00:21,  2.59it/s]

 77%|███████▋  | 181/236 [01:09<00:22,  2.43it/s]

 77%|███████▋  | 182/236 [01:09<00:22,  2.41it/s]

 78%|███████▊  | 183/236 [01:09<00:20,  2.59it/s]

 78%|███████▊  | 184/236 [01:10<00:20,  2.52it/s]

 78%|███████▊  | 185/236 [01:10<00:19,  2.55it/s]

 79%|███████▉  | 186/236 [01:11<00:20,  2.46it/s]

 79%|███████▉  | 187/236 [01:11<00:19,  2.53it/s]

 80%|███████▉  | 188/236 [01:11<00:18,  2.53it/s]

 80%|████████  | 189/236 [01:12<00:18,  2.56it/s]

 81%|████████  | 190/236 [01:12<00:19,  2.31it/s]

 81%|████████  | 191/236 [01:13<00:18,  2.41it/s]

 81%|████████▏ | 192/236 [01:13<00:16,  2.69it/s]

 82%|████████▏ | 193/236 [01:13<00:16,  2.54it/s]

 82%|████████▏ | 194/236 [01:14<00:17,  2.35it/s]

 83%|████████▎ | 195/236 [01:14<00:14,  2.76it/s]

 83%|████████▎ | 196/236 [01:14<00:14,  2.84it/s]

 83%|████████▎ | 197/236 [01:15<00:13,  2.88it/s]

 84%|████████▍ | 198/236 [01:15<00:14,  2.65it/s]

 84%|████████▍ | 199/236 [01:16<00:14,  2.55it/s]

 85%|████████▍ | 200/236 [01:16<00:14,  2.55it/s]

 85%|████████▌ | 201/236 [01:17<00:14,  2.35it/s]

 86%|████████▌ | 202/236 [01:17<00:14,  2.30it/s]

 86%|████████▌ | 203/236 [01:17<00:12,  2.55it/s]

 86%|████████▋ | 204/236 [01:18<00:12,  2.62it/s]

 87%|████████▋ | 205/236 [01:18<00:12,  2.57it/s]

 87%|████████▋ | 206/236 [01:18<00:10,  2.73it/s]

 88%|████████▊ | 207/236 [01:19<00:09,  2.98it/s]

 88%|████████▊ | 208/236 [01:19<00:10,  2.78it/s]

 89%|████████▊ | 209/236 [01:20<00:10,  2.61it/s]

 89%|████████▉ | 210/236 [01:20<00:10,  2.45it/s]

 89%|████████▉ | 211/236 [01:21<00:10,  2.29it/s]

 90%|████████▉ | 212/236 [01:21<00:09,  2.41it/s]

 90%|█████████ | 213/236 [01:21<00:08,  2.59it/s]

 91%|█████████ | 214/236 [01:22<00:08,  2.62it/s]

 91%|█████████ | 215/236 [01:22<00:08,  2.56it/s]

 92%|█████████▏| 216/236 [01:22<00:07,  2.71it/s]

 92%|█████████▏| 217/236 [01:23<00:07,  2.43it/s]

 92%|█████████▏| 218/236 [01:23<00:06,  2.71it/s]

 93%|█████████▎| 219/236 [01:23<00:05,  2.85it/s]

 93%|█████████▎| 220/236 [01:24<00:06,  2.63it/s]

 94%|█████████▎| 221/236 [01:24<00:05,  2.62it/s]

 94%|█████████▍| 222/236 [01:25<00:05,  2.43it/s]

 94%|█████████▍| 223/236 [01:25<00:05,  2.45it/s]

 95%|█████████▍| 224/236 [01:26<00:05,  2.28it/s]

 95%|█████████▌| 225/236 [01:26<00:04,  2.37it/s]

 96%|█████████▌| 226/236 [01:26<00:04,  2.35it/s]

 96%|█████████▌| 227/236 [01:27<00:03,  2.48it/s]

 97%|█████████▋| 228/236 [01:27<00:03,  2.54it/s]

 97%|█████████▋| 229/236 [01:28<00:02,  2.46it/s]

 97%|█████████▋| 230/236 [01:28<00:02,  2.57it/s]

 98%|█████████▊| 231/236 [01:28<00:01,  2.51it/s]

 98%|█████████▊| 232/236 [01:29<00:01,  2.50it/s]

 99%|█████████▊| 233/236 [01:29<00:01,  2.62it/s]

 99%|█████████▉| 234/236 [01:29<00:00,  2.88it/s]

100%|█████████▉| 235/236 [01:30<00:00,  2.74it/s]
                                                      

                                                 

 75%|███████▌  | 7500/10000 [2:23:33<32:09,  1.30it/s]

100%|██████████| 236/236 [01:32<00:00,  2.74it/s]

                                                 
 75%|███████▌  | 7501/10000 [2:23:34<19:46:30, 28.49s/it]
 75%|███████▌  | 7502/10000 [2:23:34<13:58:25, 20.14s/it]
 75%|███████▌  | 7503/10000 [2:23:35<9:54:44, 14.29s/it] 
 75%|███████▌  | 7504/10000 [2:23:35<7:03:33, 10.18s/it]
 75%|███████▌  | 7505/10000 [2:23:36<5:03:31,  7.30s/it]
 75%|███████▌  | 7506/10000 [2:23:37<3:39:10,  5.27s/it]
 75%|███████▌  | 7507/10000 [2:23:37<2:39:53,  3.85s/it]
 75%|███████▌  | 7508/10000 [2:23:38<1:57:48,  2.84s/it]
 75%|███████▌  | 7509/10000 [2:23:38<1:27:56,  2.12s/it]
 75%|███████▌  | 7510/10000 [2:23:38<1:06:40,  1.61s/it]
 75%|███████▌  | 7511/10000 [2:23:39<51:22,  1.24s/it]  
 75%|███████▌  | 7512/10000 [2:23:39<40:26,  1.03it/s]
 75%|███████▌  | 7513/10000 [2:23:40<32:34,  1.27it/s]
 75%|███████▌  | 7514/10000 [2:23:40<26:52,  1.54it/s]
 75%|███████▌  | 7515/10000 [2:23:40<22:51,  1.81it/s]
 75%|███████▌  | 7516/10000 [2:23:42<42:53,  1.04s/it]
 75%|███████▌  | 7517/10000 [2:23:44<52:37,  1.27s/it]
 75%|███████▌  | 7518/10000 [2:23:46<57:02,  1.38s/it]
 75%|███████▌  | 7519/10000 [2:23:47<57:53,  1.40s/it]
 75%|███████▌  | 7520/10000 [2:23:49<58:06,  1.41s/it]
 75%|███████▌  | 7521/10000 [2:23:50<56:09,  1.36s/it]
 75%|███████▌  | 7522/10000 [2:23:51<53:28,  1.29s/it]
 75%|███████▌  | 7523/10000 [2:23:52<50:37,  1.23s/it]
 75%|███████▌  | 7524/10000 [2:23:53<47:46,  1.16s/it]
 75%|███████▌  | 7525/10000 [2:23:54<45:15,  1.10s/it]
 75%|███████▌  | 7526/10000 [2:23:55<42:38,  1.03s/it]
 75%|███████▌  | 7527/10000 [2:23:56<40:10,  1.03it/s]
 75%|███████▌  | 7528/10000 [2:23:57<37:54,  1.09it/s]
 75%|███████▌  | 7529/10000 [2:23:57<35:38,  1.16it/s]
 75%|███████▌  | 7530/10000 [2:23:58<33:10,  1.24it/s]
 75%|███████▌  | 7531/10000 [2:23:59<30:34,  1.35it/s]
 75%|███████▌  | 7532/10000 [2:23:59<27:39,  1.49it/s]
 75%|███████▌  | 7533/10000 [2:24:00<24:35,  1.67it/s]
 75%|███████▌  | 7534/10000 [2:24:00<21:40,  1.90it/s]
 75%|███████▌  | 7535/10000 [2:24:00<19:13,  2.14it/s]
 75%|███████▌  | 7536/10000 [2:24:01<16:42,  2.46it/s]
 75%|███████▌  | 7537/10000 [2:24:03<39:33,  1.04it/s]
 75%|███████▌  | 7538/10000 [2:24:05<52:42,  1.28s/it]
 75%|███████▌  | 7539/10000 [2:24:07<1:00:05,  1.47s/it]
 75%|███████▌  | 7540/10000 [2:24:08<1:04:02,  1.56s/it]
 75%|███████▌  | 7541/10000 [2:24:10<1:05:51,  1.61s/it]
 75%|███████▌  | 7542/10000 [2:24:12<1:06:32,  1.62s/it]
 75%|███████▌  | 7543/10000 [2:24:13<1:06:24,  1.62s/it]
 75%|███████▌  | 7544/10000 [2:24:15<1:05:49,  1.61s/it]
 75%|███████▌  | 7545/10000 [2:24:17<1:04:38,  1.58s/it]
 75%|███████▌  | 7546/10000 [2:24:18<1:03:16,  1.55s/it]
 75%|███████▌  | 7547/10000 [2:24:19<1:01:47,  1.51s/it]
 75%|███████▌  | 7548/10000 [2:24:21<1:00:12,  1.47s/it]
 75%|███████▌  | 7549/10000 [2:24:22<58:47,  1.44s/it]  
 76%|███████▌  | 7550/10000 [2:24:24<57:25,  1.41s/it]
 76%|███████▌  | 7551/10000 [2:24:25<56:09,  1.38s/it]
 76%|███████▌  | 7552/10000 [2:24:26<54:53,  1.35s/it]
 76%|███████▌  | 7553/10000 [2:24:27<53:11,  1.30s/it]
 76%|███████▌  | 7554/10000 [2:24:28<51:08,  1.25s/it]
 76%|███████▌  | 7555/10000 [2:24:30<49:28,  1.21s/it]
 76%|███████▌  | 7556/10000 [2:24:31<47:20,  1.16s/it]
 76%|███████▌  | 7557/10000 [2:24:32<45:38,  1.12s/it]
 76%|███████▌  | 7558/10000 [2:24:33<44:14,  1.09s/it]
 76%|███████▌  | 7559/10000 [2:24:34<42:51,  1.05s/it]
 76%|███████▌  | 7560/10000 [2:24:35<41:27,  1.02s/it]
 76%|███████▌  | 7561/10000 [2:24:36<40:17,  1.01it/s]
 76%|███████▌  | 7562/10000 [2:24:36<39:11,  1.04it/s]
 76%|███████▌  | 7563/10000 [2:24:37<38:09,  1.06it/s]
 76%|███████▌  | 7564/10000 [2:24:38<37:09,  1.09it/s]
 76%|███████▌  | 7565/10000 [2:24:39<36:18,  1.12it/s]
 76%|███████▌  | 7566/10000 [2:24:40<35:26,  1.14it/s]
 76%|███████▌  | 7567/10000 [2:24:41<34:40,  1.17it/s]
 76%|███████▌  | 7568/10000 [2:24:41<33:48,  1.20it/s]
 76%|███████▌  | 7569/10000 [2:24:42<32:54,  1.23it/s]
 76%|███████▌  | 7570/10000 [2:24:43<32:03,  1.26it/s]
 76%|███████▌  | 7571/10000 [2:24:44<31:09,  1.30it/s]
 76%|███████▌  | 7572/10000 [2:24:44<30:15,  1.34it/s]
 76%|███████▌  | 7573/10000 [2:24:45<29:22,  1.38it/s]
 76%|███████▌  | 7574/10000 [2:24:46<28:10,  1.44it/s]
 76%|███████▌  | 7575/10000 [2:24:46<27:00,  1.50it/s]
 76%|███████▌  | 7576/10000 [2:24:47<25:44,  1.57it/s]
 76%|███████▌  | 7577/10000 [2:24:47<24:36,  1.64it/s]
 76%|███████▌  | 7578/10000 [2:24:48<23:32,  1.71it/s]
 76%|███████▌  | 7579/10000 [2:24:48<22:16,  1.81it/s]
 76%|███████▌  | 7580/10000 [2:24:49<20:56,  1.93it/s]
 76%|███████▌  | 7581/10000 [2:24:49<19:38,  2.05it/s]
 76%|███████▌  | 7582/10000 [2:24:50<18:19,  2.20it/s]
 76%|███████▌  | 7583/10000 [2:24:50<17:07,  2.35it/s]
 76%|███████▌  | 7584/10000 [2:24:50<16:00,  2.52it/s]
 76%|███████▌  | 7585/10000 [2:24:51<15:10,  2.65it/s]
 76%|███████▌  | 7586/10000 [2:24:51<14:31,  2.77it/s]
 76%|███████▌  | 7587/10000 [2:24:53<37:39,  1.07it/s]
 76%|███████▌  | 7588/10000 [2:24:55<51:44,  1.29s/it]
 76%|███████▌  | 7589/10000 [2:24:57<1:00:10,  1.50s/it]
 76%|███████▌  | 7590/10000 [2:24:59<1:04:37,  1.61s/it]
 76%|███████▌  | 7591/10000 [2:25:01<1:05:52,  1.64s/it]
 76%|███████▌  | 7592/10000 [2:25:03<1:06:13,  1.65s/it]
 76%|███████▌  | 7593/10000 [2:25:04<1:05:46,  1.64s/it]
 76%|███████▌  | 7594/10000 [2:25:06<1:04:59,  1.62s/it]
 76%|███████▌  | 7595/10000 [2:25:07<1:03:38,  1.59s/it]
 76%|███████▌  | 7596/10000 [2:25:09<1:02:02,  1.55s/it]
 76%|███████▌  | 7597/10000 [2:25:10<1:00:20,  1.51s/it]
 76%|███████▌  | 7598/10000 [2:25:11<58:39,  1.47s/it]  
 76%|███████▌  | 7599/10000 [2:25:13<57:16,  1.43s/it]
 76%|███████▌  | 7600/10000 [2:25:14<56:01,  1.40s/it]
 76%|███████▌  | 7601/10000 [2:25:15<54:44,  1.37s/it]
 76%|███████▌  | 7602/10000 [2:25:17<53:02,  1.33s/it]
 76%|███████▌  | 7603/10000 [2:25:18<51:39,  1.29s/it]
 76%|███████▌  | 7604/10000 [2:25:19<50:18,  1.26s/it]
 76%|███████▌  | 7605/10000 [2:25:20<49:02,  1.23s/it]
 76%|███████▌  | 7606/10000 [2:25:21<47:44,  1.20s/it]
 76%|███████▌  | 7607/10000 [2:25:22<46:35,  1.17s/it]
 76%|███████▌  | 7608/10000 [2:25:24<45:20,  1.14s/it]
 76%|███████▌  | 7609/10000 [2:25:25<43:51,  1.10s/it]
 76%|███████▌  | 7610/10000 [2:25:26<42:38,  1.07s/it]
 76%|███████▌  | 7611/10000 [2:25:27<41:19,  1.04s/it]
 76%|███████▌  | 7612/10000 [2:25:27<40:19,  1.01s/it]
 76%|███████▌  | 7613/10000 [2:25:28<39:02,  1.02it/s]
 76%|███████▌  | 7614/10000 [2:25:29<37:54,  1.05it/s]
 76%|███████▌  | 7615/10000 [2:25:30<36:51,  1.08it/s]
 76%|███████▌  | 7616/10000 [2:25:31<35:49,  1.11it/s]
 76%|███████▌  | 7617/10000 [2:25:32<34:46,  1.14it/s]
 76%|███████▌  | 7618/10000 [2:25:33<33:59,  1.17it/s]
 76%|███████▌  | 7619/10000 [2:25:33<33:08,  1.20it/s]
 76%|███████▌  | 7620/10000 [2:25:34<32:15,  1.23it/s]
 76%|███████▌  | 7621/10000 [2:25:35<31:25,  1.26it/s]
 76%|███████▌  | 7622/10000 [2:25:36<30:28,  1.30it/s]
 76%|███████▌  | 7623/10000 [2:25:36<29:39,  1.34it/s]
 76%|███████▌  | 7624/10000 [2:25:37<29:00,  1.36it/s]
 76%|███████▋  | 7625/10000 [2:25:38<28:03,  1.41it/s]
 76%|███████▋  | 7626/10000 [2:25:38<27:06,  1.46it/s]
 76%|███████▋  | 7627/10000 [2:25:39<25:54,  1.53it/s]
 76%|███████▋  | 7628/10000 [2:25:39<24:32,  1.61it/s]
 76%|███████▋  | 7629/10000 [2:25:40<23:06,  1.71it/s]
 76%|███████▋  | 7630/10000 [2:25:40<21:39,  1.82it/s]
 76%|███████▋  | 7631/10000 [2:25:41<20:26,  1.93it/s]
 76%|███████▋  | 7632/10000 [2:25:41<19:01,  2.08it/s]
 76%|███████▋  | 7633/10000 [2:25:42<17:38,  2.24it/s]
 76%|███████▋  | 7634/10000 [2:25:42<16:27,  2.40it/s]
 76%|███████▋  | 7635/10000 [2:25:42<15:37,  2.52it/s]
 76%|███████▋  | 7636/10000 [2:25:43<14:56,  2.64it/s]
 76%|███████▋  | 7637/10000 [2:25:45<37:28,  1.05it/s]
 76%|███████▋  | 7638/10000 [2:25:47<50:03,  1.27s/it]
 76%|███████▋  | 7639/10000 [2:25:49<57:29,  1.46s/it]
 76%|███████▋  | 7640/10000 [2:25:51<1:00:52,  1.55s/it]
 76%|███████▋  | 7641/10000 [2:25:52<1:02:15,  1.58s/it]
 76%|███████▋  | 7642/10000 [2:25:54<1:02:40,  1.59s/it]
 76%|███████▋  | 7643/10000 [2:25:55<1:02:18,  1.59s/it]
 76%|███████▋  | 7644/10000 [2:25:57<1:00:58,  1.55s/it]
 76%|███████▋  | 7645/10000 [2:25:58<59:47,  1.52s/it]  
 76%|███████▋  | 7646/10000 [2:26:00<58:17,  1.49s/it]
 76%|███████▋  | 7647/10000 [2:26:01<56:40,  1.45s/it]
 76%|███████▋  | 7648/10000 [2:26:02<55:19,  1.41s/it]
 76%|███████▋  | 7649/10000 [2:26:04<53:51,  1.37s/it]
 76%|███████▋  | 7650/10000 [2:26:05<52:26,  1.34s/it]
 77%|███████▋  | 7651/10000 [2:26:06<50:52,  1.30s/it]
 77%|███████▋  | 7652/10000 [2:26:07<49:11,  1.26s/it]
 77%|███████▋  | 7653/10000 [2:26:09<48:04,  1.23s/it]
 77%|███████▋  | 7654/10000 [2:26:10<46:35,  1.19s/it]
 77%|███████▋  | 7655/10000 [2:26:11<45:21,  1.16s/it]
 77%|███████▋  | 7656/10000 [2:26:12<44:12,  1.13s/it]
 77%|███████▋  | 7657/10000 [2:26:13<42:59,  1.10s/it]
 77%|███████▋  | 7658/10000 [2:26:14<41:47,  1.07s/it]
 77%|███████▋  | 7659/10000 [2:26:15<40:46,  1.05s/it]
 77%|███████▋  | 7660/10000 [2:26:16<39:49,  1.02s/it]
 77%|███████▋  | 7661/10000 [2:26:17<38:47,  1.01it/s]
 77%|███████▋  | 7662/10000 [2:26:18<37:44,  1.03it/s]
 77%|███████▋  | 7663/10000 [2:26:18<36:36,  1.06it/s]
 77%|███████▋  | 7664/10000 [2:26:19<35:41,  1.09it/s]
 77%|███████▋  | 7665/10000 [2:26:20<34:47,  1.12it/s]
 77%|███████▋  | 7666/10000 [2:26:21<34:08,  1.14it/s]
 77%|███████▋  | 7667/10000 [2:26:22<33:23,  1.16it/s]
 77%|███████▋  | 7668/10000 [2:26:23<32:34,  1.19it/s]
 77%|███████▋  | 7669/10000 [2:26:23<31:41,  1.23it/s]
 77%|███████▋  | 7670/10000 [2:26:24<30:52,  1.26it/s]
 77%|███████▋  | 7671/10000 [2:26:25<29:59,  1.29it/s]
 77%|███████▋  | 7672/10000 [2:26:26<29:00,  1.34it/s]
 77%|███████▋  | 7673/10000 [2:26:26<28:15,  1.37it/s]
 77%|███████▋  | 7674/10000 [2:26:27<26:58,  1.44it/s]
 77%|███████▋  | 7675/10000 [2:26:27<25:37,  1.51it/s]
 77%|███████▋  | 7676/10000 [2:26:28<24:20,  1.59it/s]
 77%|███████▋  | 7677/10000 [2:26:28<23:08,  1.67it/s]
 77%|███████▋  | 7678/10000 [2:26:29<21:56,  1.76it/s]
 77%|███████▋  | 7679/10000 [2:26:29<20:52,  1.85it/s]
 77%|███████▋  | 7680/10000 [2:26:30<19:47,  1.95it/s]
 77%|███████▋  | 7681/10000 [2:26:30<18:42,  2.07it/s]
 77%|███████▋  | 7682/10000 [2:26:31<17:39,  2.19it/s]
 77%|███████▋  | 7683/10000 [2:26:31<16:16,  2.37it/s]
 77%|███████▋  | 7684/10000 [2:26:31<15:39,  2.47it/s]
 77%|███████▋  | 7685/10000 [2:26:32<15:05,  2.56it/s]
 77%|███████▋  | 7686/10000 [2:26:32<14:24,  2.68it/s]
 77%|███████▋  | 7687/10000 [2:26:34<35:32,  1.08it/s]
 77%|███████▋  | 7688/10000 [2:26:36<47:54,  1.24s/it]
 77%|███████▋  | 7689/10000 [2:26:38<55:19,  1.44s/it]
 77%|███████▋  | 7690/10000 [2:26:40<59:09,  1.54s/it]
 77%|███████▋  | 7691/10000 [2:26:42<1:00:39,  1.58s/it]
 77%|███████▋  | 7692/10000 [2:26:43<1:01:33,  1.60s/it]
 77%|███████▋  | 7693/10000 [2:26:45<1:01:29,  1.60s/it]
 77%|███████▋  | 7694/10000 [2:26:46<1:00:41,  1.58s/it]
 77%|███████▋  | 7695/10000 [2:26:48<59:38,  1.55s/it]  
 77%|███████▋  | 7696/10000 [2:26:49<58:01,  1.51s/it]
 77%|███████▋  | 7697/10000 [2:26:51<56:47,  1.48s/it]
 77%|███████▋  | 7698/10000 [2:26:52<55:04,  1.44s/it]
 77%|███████▋  | 7699/10000 [2:26:53<53:45,  1.40s/it]
 77%|███████▋  | 7700/10000 [2:26:55<52:29,  1.37s/it]
 77%|███████▋  | 7701/10000 [2:26:56<50:33,  1.32s/it]
 77%|███████▋  | 7702/10000 [2:26:57<49:10,  1.28s/it]
 77%|███████▋  | 7703/10000 [2:26:58<48:05,  1.26s/it]
 77%|███████▋  | 7704/10000 [2:26:59<46:44,  1.22s/it]
 77%|███████▋  | 7705/10000 [2:27:01<45:19,  1.18s/it]
 77%|███████▋  | 7706/10000 [2:27:02<44:12,  1.16s/it]
 77%|███████▋  | 7707/10000 [2:27:03<42:58,  1.12s/it]
 77%|███████▋  | 7708/10000 [2:27:04<42:02,  1.10s/it]
 77%|███████▋  | 7709/10000 [2:27:05<41:02,  1.07s/it]
 77%|███████▋  | 7710/10000 [2:27:06<40:10,  1.05s/it]
 77%|███████▋  | 7711/10000 [2:27:07<39:10,  1.03s/it]
 77%|███████▋  | 7712/10000 [2:27:08<38:01,  1.00it/s]
 77%|███████▋  | 7713/10000 [2:27:09<36:52,  1.03it/s]
 77%|███████▋  | 7714/10000 [2:27:09<35:54,  1.06it/s]
 77%|███████▋  | 7715/10000 [2:27:10<34:59,  1.09it/s]
 77%|███████▋  | 7716/10000 [2:27:11<34:05,  1.12it/s]
 77%|███████▋  | 7717/10000 [2:27:12<33:16,  1.14it/s]
 77%|███████▋  | 7718/10000 [2:27:13<32:32,  1.17it/s]
 77%|███████▋  | 7719/10000 [2:27:14<31:45,  1.20it/s]
 77%|███████▋  | 7720/10000 [2:27:14<30:47,  1.23it/s]
 77%|███████▋  | 7721/10000 [2:27:15<30:05,  1.26it/s]
 77%|███████▋  | 7722/10000 [2:27:16<29:27,  1.29it/s]
 77%|███████▋  | 7723/10000 [2:27:16<28:38,  1.32it/s]
 77%|███████▋  | 7724/10000 [2:27:17<27:59,  1.36it/s]
 77%|███████▋  | 7725/10000 [2:27:18<26:49,  1.41it/s]
 77%|███████▋  | 7726/10000 [2:27:18<25:52,  1.46it/s]
 77%|███████▋  | 7727/10000 [2:27:19<24:46,  1.53it/s]
 77%|███████▋  | 7728/10000 [2:27:20<23:44,  1.59it/s]
 77%|███████▋  | 7729/10000 [2:27:20<22:22,  1.69it/s]
 77%|███████▋  | 7730/10000 [2:27:21<21:04,  1.80it/s]
 77%|███████▋  | 7731/10000 [2:27:21<19:47,  1.91it/s]
 77%|███████▋  | 7732/10000 [2:27:21<18:35,  2.03it/s]
 77%|███████▋  | 7733/10000 [2:27:22<17:22,  2.17it/s]
 77%|███████▋  | 7734/10000 [2:27:22<16:11,  2.33it/s]
 77%|███████▋  | 7735/10000 [2:27:23<15:16,  2.47it/s]
 77%|███████▋  | 7736/10000 [2:27:23<14:31,  2.60it/s]
 77%|███████▋  | 7737/10000 [2:27:25<36:19,  1.04it/s]
 77%|███████▋  | 7738/10000 [2:27:27<49:16,  1.31s/it]
 77%|███████▋  | 7739/10000 [2:27:29<57:04,  1.51s/it]
 77%|███████▋  | 7740/10000 [2:27:31<1:00:46,  1.61s/it]
 77%|███████▋  | 7741/10000 [2:27:33<1:02:10,  1.65s/it]
 77%|███████▋  | 7742/10000 [2:27:35<1:02:14,  1.65s/it]
 77%|███████▋  | 7743/10000 [2:27:36<1:01:43,  1.64s/it]
 77%|███████▋  | 7744/10000 [2:27:38<1:00:32,  1.61s/it]
 77%|███████▋  | 7745/10000 [2:27:39<59:22,  1.58s/it]  
 77%|███████▋  | 7746/10000 [2:27:41<58:03,  1.55s/it]
 77%|███████▋  | 7747/10000 [2:27:42<56:43,  1.51s/it]
 77%|███████▋  | 7748/10000 [2:27:43<55:31,  1.48s/it]
 77%|███████▋  | 7749/10000 [2:27:45<54:11,  1.44s/it]
 78%|███████▊  | 7750/10000 [2:27:46<53:11,  1.42s/it]
 78%|███████▊  | 7751/10000 [2:27:48<51:54,  1.38s/it]
 78%|███████▊  | 7752/10000 [2:27:49<50:25,  1.35s/it]
 78%|███████▊  | 7753/10000 [2:27:50<49:03,  1.31s/it]
 78%|███████▊  | 7754/10000 [2:27:51<47:55,  1.28s/it]
 78%|███████▊  | 7755/10000 [2:27:52<46:29,  1.24s/it]
 78%|███████▊  | 7756/10000 [2:27:53<45:06,  1.21s/it]
 78%|███████▊  | 7757/10000 [2:27:55<43:47,  1.17s/it]
 78%|███████▊  | 7758/10000 [2:27:56<42:31,  1.14s/it]
 78%|███████▊  | 7759/10000 [2:27:57<41:09,  1.10s/it]
 78%|███████▊  | 7760/10000 [2:27:58<40:09,  1.08s/it]
 78%|███████▊  | 7761/10000 [2:27:59<39:27,  1.06s/it]
 78%|███████▊  | 7762/10000 [2:28:00<38:12,  1.02s/it]
 78%|███████▊  | 7763/10000 [2:28:01<37:14,  1.00it/s]
 78%|███████▊  | 7764/10000 [2:28:01<36:04,  1.03it/s]
 78%|███████▊  | 7765/10000 [2:28:02<35:07,  1.06it/s]
 78%|███████▊  | 7766/10000 [2:28:03<34:07,  1.09it/s]
 78%|███████▊  | 7767/10000 [2:28:04<33:27,  1.11it/s]
 78%|███████▊  | 7768/10000 [2:28:05<32:21,  1.15it/s]
 78%|███████▊  | 7769/10000 [2:28:06<31:24,  1.18it/s]
 78%|███████▊  | 7770/10000 [2:28:06<30:20,  1.22it/s]
 78%|███████▊  | 7771/10000 [2:28:07<29:21,  1.27it/s]
 78%|███████▊  | 7772/10000 [2:28:08<28:36,  1.30it/s]
 78%|███████▊  | 7773/10000 [2:28:09<27:56,  1.33it/s]
 78%|███████▊  | 7774/10000 [2:28:09<26:47,  1.38it/s]
 78%|███████▊  | 7775/10000 [2:28:10<25:32,  1.45it/s]
 78%|███████▊  | 7776/10000 [2:28:10<24:18,  1.52it/s]
 78%|███████▊  | 7777/10000 [2:28:11<23:01,  1.61it/s]
 78%|███████▊  | 7778/10000 [2:28:11<21:38,  1.71it/s]
 78%|███████▊  | 7779/10000 [2:28:12<20:22,  1.82it/s]
 78%|███████▊  | 7780/10000 [2:28:12<19:09,  1.93it/s]
 78%|███████▊  | 7781/10000 [2:28:13<17:58,  2.06it/s]
 78%|███████▊  | 7782/10000 [2:28:13<16:45,  2.21it/s]
 78%|███████▊  | 7783/10000 [2:28:14<15:44,  2.35it/s]
 78%|███████▊  | 7784/10000 [2:28:14<14:52,  2.48it/s]
 78%|███████▊  | 7785/10000 [2:28:14<14:03,  2.63it/s]
 78%|███████▊  | 7786/10000 [2:28:15<13:24,  2.75it/s]
 78%|███████▊  | 7787/10000 [2:28:17<33:39,  1.10it/s]
 78%|███████▊  | 7788/10000 [2:28:19<45:35,  1.24s/it]
 78%|███████▊  | 7789/10000 [2:28:21<52:45,  1.43s/it]
 78%|███████▊  | 7790/10000 [2:28:22<56:43,  1.54s/it]
 78%|███████▊  | 7791/10000 [2:28:24<58:43,  1.59s/it]
 78%|███████▊  | 7792/10000 [2:28:26<59:28,  1.62s/it]
 78%|███████▊  | 7793/10000 [2:28:27<58:55,  1.60s/it]
 78%|███████▊  | 7794/10000 [2:28:29<57:52,  1.57s/it]
 78%|███████▊  | 7795/10000 [2:28:30<56:38,  1.54s/it]
 78%|███████▊  | 7796/10000 [2:28:32<55:18,  1.51s/it]
 78%|███████▊  | 7797/10000 [2:28:33<53:57,  1.47s/it]
 78%|███████▊  | 7798/10000 [2:28:34<52:27,  1.43s/it]
 78%|███████▊  | 7799/10000 [2:28:36<50:50,  1.39s/it]
 78%|███████▊  | 7800/10000 [2:28:37<49:26,  1.35s/it]
 78%|███████▊  | 7801/10000 [2:28:38<48:04,  1.31s/it]
 78%|███████▊  | 7802/10000 [2:28:39<46:43,  1.28s/it]
 78%|███████▊  | 7803/10000 [2:28:41<45:34,  1.24s/it]
 78%|███████▊  | 7804/10000 [2:28:42<44:15,  1.21s/it]
 78%|███████▊  | 7805/10000 [2:28:43<43:07,  1.18s/it]
 78%|███████▊  | 7806/10000 [2:28:44<41:45,  1.14s/it]
 78%|███████▊  | 7807/10000 [2:28:45<40:31,  1.11s/it]
 78%|███████▊  | 7808/10000 [2:28:46<38:57,  1.07s/it]
 78%|███████▊  | 7809/10000 [2:28:47<37:23,  1.02s/it]
 78%|███████▊  | 7810/10000 [2:28:48<36:13,  1.01it/s]
 78%|███████▊  | 7811/10000 [2:28:49<35:11,  1.04it/s]
 78%|███████▊  | 7812/10000 [2:28:50<34:21,  1.06it/s]
 78%|███████▊  | 7813/10000 [2:28:50<33:37,  1.08it/s]
 78%|███████▊  | 7814/10000 [2:28:51<32:56,  1.11it/s]
 78%|███████▊  | 7815/10000 [2:28:52<32:20,  1.13it/s]
 78%|███████▊  | 7816/10000 [2:28:53<31:35,  1.15it/s]
 78%|███████▊  | 7817/10000 [2:28:54<30:46,  1.18it/s]
 78%|███████▊  | 7818/10000 [2:28:54<29:52,  1.22it/s]
 78%|███████▊  | 7819/10000 [2:28:55<29:07,  1.25it/s]
 78%|███████▊  | 7820/10000 [2:28:56<28:23,  1.28it/s]
 78%|███████▊  | 7821/10000 [2:28:57<27:47,  1.31it/s]
 78%|███████▊  | 7822/10000 [2:28:57<26:49,  1.35it/s]
 78%|███████▊  | 7823/10000 [2:28:58<26:07,  1.39it/s]
 78%|███████▊  | 7824/10000 [2:28:59<24:58,  1.45it/s]
 78%|███████▊  | 7825/10000 [2:28:59<23:54,  1.52it/s]
 78%|███████▊  | 7826/10000 [2:29:00<22:46,  1.59it/s]
 78%|███████▊  | 7827/10000 [2:29:00<21:41,  1.67it/s]
 78%|███████▊  | 7828/10000 [2:29:01<20:21,  1.78it/s]
 78%|███████▊  | 7829/10000 [2:29:01<18:59,  1.90it/s]
 78%|███████▊  | 7830/10000 [2:29:02<17:41,  2.04it/s]
 78%|███████▊  | 7831/10000 [2:29:02<16:29,  2.19it/s]
 78%|███████▊  | 7832/10000 [2:29:02<15:20,  2.36it/s]
 78%|███████▊  | 7833/10000 [2:29:03<14:20,  2.52it/s]
 78%|███████▊  | 7834/10000 [2:29:03<13:35,  2.66it/s]
 78%|███████▊  | 7835/10000 [2:29:03<13:04,  2.76it/s]
 78%|███████▊  | 7836/10000 [2:29:04<12:43,  2.83it/s]
 78%|███████▊  | 7837/10000 [2:29:06<33:17,  1.08it/s]
 78%|███████▊  | 7838/10000 [2:29:08<45:18,  1.26s/it]
 78%|███████▊  | 7839/10000 [2:29:10<52:33,  1.46s/it]
 78%|███████▊  | 7840/10000 [2:29:12<56:05,  1.56s/it]
 78%|███████▊  | 7841/10000 [2:29:13<57:55,  1.61s/it]
 78%|███████▊  | 7842/10000 [2:29:15<58:02,  1.61s/it]
 78%|███████▊  | 7843/10000 [2:29:17<57:18,  1.59s/it]
 78%|███████▊  | 7844/10000 [2:29:18<56:05,  1.56s/it]
 78%|███████▊  | 7845/10000 [2:29:20<54:46,  1.53s/it]
 78%|███████▊  | 7846/10000 [2:29:21<53:09,  1.48s/it]
 78%|███████▊  | 7847/10000 [2:29:22<51:38,  1.44s/it]
 78%|███████▊  | 7848/10000 [2:29:24<50:18,  1.40s/it]
 78%|███████▊  | 7849/10000 [2:29:25<48:53,  1.36s/it]
 78%|███████▊  | 7850/10000 [2:29:26<47:23,  1.32s/it]
 79%|███████▊  | 7851/10000 [2:29:27<47:38,  1.33s/it]
 79%|███████▊  | 7852/10000 [2:29:29<47:38,  1.33s/it]
 79%|███████▊  | 7853/10000 [2:29:30<46:59,  1.31s/it]
 79%|███████▊  | 7854/10000 [2:29:31<46:00,  1.29s/it]
 79%|███████▊  | 7855/10000 [2:29:32<44:53,  1.26s/it]
 79%|███████▊  | 7856/10000 [2:29:34<43:49,  1.23s/it]
 79%|███████▊  | 7857/10000 [2:29:35<42:48,  1.20s/it]
 79%|███████▊  | 7858/10000 [2:29:36<41:40,  1.17s/it]
 79%|███████▊  | 7859/10000 [2:29:37<40:41,  1.14s/it]
 79%|███████▊  | 7860/10000 [2:29:38<39:33,  1.11s/it]
 79%|███████▊  | 7861/10000 [2:29:39<38:21,  1.08s/it]
 79%|███████▊  | 7862/10000 [2:29:40<37:06,  1.04s/it]
 79%|███████▊  | 7863/10000 [2:29:41<36:23,  1.02s/it]
 79%|███████▊  | 7864/10000 [2:29:42<35:35,  1.00it/s]
 79%|███████▊  | 7865/10000 [2:29:43<34:48,  1.02it/s]
 79%|███████▊  | 7866/10000 [2:29:44<33:59,  1.05it/s]
 79%|███████▊  | 7867/10000 [2:29:45<33:40,  1.06it/s]
 79%|███████▊  | 7868/10000 [2:29:45<32:41,  1.09it/s]
 79%|███████▊  | 7869/10000 [2:29:46<31:53,  1.11it/s]
 79%|███████▊  | 7870/10000 [2:29:47<30:56,  1.15it/s]
 79%|███████▊  | 7871/10000 [2:29:48<29:42,  1.19it/s]
 79%|███████▊  | 7872/10000 [2:29:49<28:00,  1.27it/s]
 79%|███████▊  | 7873/10000 [2:29:49<26:14,  1.35it/s]
 79%|███████▊  | 7874/10000 [2:29:50<24:39,  1.44it/s]
 79%|███████▉  | 7875/10000 [2:29:51<25:27,  1.39it/s]
 79%|███████▉  | 7876/10000 [2:29:51<23:42,  1.49it/s]
 79%|███████▉  | 7877/10000 [2:29:52<22:16,  1.59it/s]
 79%|███████▉  | 7878/10000 [2:29:52<20:44,  1.70it/s]
 79%|███████▉  | 7879/10000 [2:29:53<19:30,  1.81it/s]
 79%|███████▉  | 7880/10000 [2:29:53<18:13,  1.94it/s]
 79%|███████▉  | 7881/10000 [2:29:53<17:06,  2.06it/s]
 79%|███████▉  | 7882/10000 [2:29:54<16:03,  2.20it/s]
 79%|███████▉  | 7883/10000 [2:29:54<15:03,  2.34it/s]
 79%|███████▉  | 7884/10000 [2:29:55<14:15,  2.47it/s]
 79%|███████▉  | 7885/10000 [2:29:55<13:35,  2.59it/s]
 79%|███████▉  | 7886/10000 [2:29:55<13:08,  2.68it/s]
 79%|███████▉  | 7887/10000 [2:29:58<33:27,  1.05it/s]
 79%|███████▉  | 7888/10000 [2:30:00<45:11,  1.28s/it]
 79%|███████▉  | 7889/10000 [2:30:01<51:58,  1.48s/it]
 79%|███████▉  | 7890/10000 [2:30:03<56:16,  1.60s/it]
 79%|███████▉  | 7891/10000 [2:30:05<57:51,  1.65s/it]
 79%|███████▉  | 7892/10000 [2:30:07<58:20,  1.66s/it]
 79%|███████▉  | 7893/10000 [2:30:08<58:00,  1.65s/it]
 79%|███████▉  | 7894/10000 [2:30:10<57:03,  1.63s/it]
 79%|███████▉  | 7895/10000 [2:30:12<56:49,  1.62s/it]
 79%|███████▉  | 7896/10000 [2:30:13<56:55,  1.62s/it]
 79%|███████▉  | 7897/10000 [2:30:15<55:40,  1.59s/it]
 79%|███████▉  | 7898/10000 [2:30:16<54:08,  1.55s/it]
 79%|███████▉  | 7899/10000 [2:30:18<52:03,  1.49s/it]
 79%|███████▉  | 7900/10000 [2:30:19<50:28,  1.44s/it]
 79%|███████▉  | 7901/10000 [2:30:20<48:47,  1.39s/it]
 79%|███████▉  | 7902/10000 [2:30:21<47:22,  1.35s/it]
 79%|███████▉  | 7903/10000 [2:30:23<46:03,  1.32s/it]
 79%|███████▉  | 7904/10000 [2:30:24<44:43,  1.28s/it]
 79%|███████▉  | 7905/10000 [2:30:25<43:52,  1.26s/it]
 79%|███████▉  | 7906/10000 [2:30:26<42:14,  1.21s/it]
 79%|███████▉  | 7907/10000 [2:30:27<40:43,  1.17s/it]
 79%|███████▉  | 7908/10000 [2:30:28<39:13,  1.13s/it]
 79%|███████▉  | 7909/10000 [2:30:29<37:59,  1.09s/it]
 79%|███████▉  | 7910/10000 [2:30:30<36:50,  1.06s/it]
 79%|███████▉  | 7911/10000 [2:30:31<35:36,  1.02s/it]
 79%|███████▉  | 7912/10000 [2:30:32<34:31,  1.01it/s]
 79%|███████▉  | 7913/10000 [2:30:33<33:29,  1.04it/s]
 79%|███████▉  | 7914/10000 [2:30:34<32:42,  1.06it/s]
 79%|███████▉  | 7915/10000 [2:30:35<31:57,  1.09it/s]
 79%|███████▉  | 7916/10000 [2:30:36<31:14,  1.11it/s]
 79%|███████▉  | 7917/10000 [2:30:36<30:28,  1.14it/s]
 79%|███████▉  | 7918/10000 [2:30:37<29:46,  1.17it/s]
 79%|███████▉  | 7919/10000 [2:30:38<29:24,  1.18it/s]
 79%|███████▉  | 7920/10000 [2:30:39<28:33,  1.21it/s]
 79%|███████▉  | 7921/10000 [2:30:40<27:29,  1.26it/s]
 79%|███████▉  | 7922/10000 [2:30:40<26:26,  1.31it/s]
 79%|███████▉  | 7923/10000 [2:30:41<25:21,  1.37it/s]
 79%|███████▉  | 7924/10000 [2:30:42<24:10,  1.43it/s]
 79%|███████▉  | 7925/10000 [2:30:42<23:14,  1.49it/s]
 79%|███████▉  | 7926/10000 [2:30:43<22:06,  1.56it/s]
 79%|███████▉  | 7927/10000 [2:30:43<21:11,  1.63it/s]
 79%|███████▉  | 7928/10000 [2:30:44<20:19,  1.70it/s]
 79%|███████▉  | 7929/10000 [2:30:44<19:24,  1.78it/s]
 79%|███████▉  | 7930/10000 [2:30:45<19:28,  1.77it/s]
 79%|███████▉  | 7931/10000 [2:30:45<18:06,  1.90it/s]
 79%|███████▉  | 7932/10000 [2:30:46<16:54,  2.04it/s]
 79%|███████▉  | 7933/10000 [2:30:46<15:46,  2.18it/s]
 79%|███████▉  | 7934/10000 [2:30:46<14:48,  2.33it/s]
 79%|███████▉  | 7935/10000 [2:30:47<14:02,  2.45it/s]
 79%|███████▉  | 7936/10000 [2:30:47<13:36,  2.53it/s]
 79%|███████▉  | 7937/10000 [2:30:50<33:50,  1.02it/s]
 79%|███████▉  | 7938/10000 [2:30:52<45:21,  1.32s/it]
 79%|███████▉  | 7939/10000 [2:30:54<51:12,  1.49s/it]
 79%|███████▉  | 7940/10000 [2:30:55<54:46,  1.60s/it]
 79%|███████▉  | 7941/10000 [2:30:57<56:13,  1.64s/it]
 79%|███████▉  | 7942/10000 [2:30:59<56:26,  1.65s/it]
 79%|███████▉  | 7943/10000 [2:31:00<55:54,  1.63s/it]
 79%|███████▉  | 7944/10000 [2:31:02<54:55,  1.60s/it]
 79%|███████▉  | 7945/10000 [2:31:03<53:39,  1.57s/it]
 79%|███████▉  | 7946/10000 [2:31:05<52:30,  1.53s/it]
 79%|███████▉  | 7947/10000 [2:31:06<51:14,  1.50s/it]
 79%|███████▉  | 7948/10000 [2:31:08<50:03,  1.46s/it]
 79%|███████▉  | 7949/10000 [2:31:09<48:49,  1.43s/it]
 80%|███████▉  | 7950/10000 [2:31:10<47:38,  1.39s/it]
 80%|███████▉  | 7951/10000 [2:31:12<46:11,  1.35s/it]
 80%|███████▉  | 7952/10000 [2:31:13<45:19,  1.33s/it]
 80%|███████▉  | 7953/10000 [2:31:14<44:18,  1.30s/it]
 80%|███████▉  | 7954/10000 [2:31:15<42:43,  1.25s/it]
 80%|███████▉  | 7955/10000 [2:31:16<41:27,  1.22s/it]
 80%|███████▉  | 7956/10000 [2:31:17<40:14,  1.18s/it]
 80%|███████▉  | 7957/10000 [2:31:19<38:59,  1.15s/it]
 80%|███████▉  | 7958/10000 [2:31:20<37:55,  1.11s/it]
 80%|███████▉  | 7959/10000 [2:31:21<36:59,  1.09s/it]
 80%|███████▉  | 7960/10000 [2:31:22<36:16,  1.07s/it]
 80%|███████▉  | 7961/10000 [2:31:23<35:14,  1.04s/it]
 80%|███████▉  | 7962/10000 [2:31:23<34:08,  1.01s/it]
 80%|███████▉  | 7963/10000 [2:31:24<33:29,  1.01it/s]
 80%|███████▉  | 7964/10000 [2:31:25<32:38,  1.04it/s]
 80%|███████▉  | 7965/10000 [2:31:26<31:50,  1.06it/s]
 80%|███████▉  | 7966/10000 [2:31:27<30:56,  1.10it/s]
 80%|███████▉  | 7967/10000 [2:31:28<30:15,  1.12it/s]
 80%|███████▉  | 7968/10000 [2:31:29<29:21,  1.15it/s]
 80%|███████▉  | 7969/10000 [2:31:30<28:29,  1.19it/s]
 80%|███████▉  | 7970/10000 [2:31:30<28:06,  1.20it/s]
 80%|███████▉  | 7971/10000 [2:31:31<26:54,  1.26it/s]
 80%|███████▉  | 7972/10000 [2:31:32<25:45,  1.31it/s]
 80%|███████▉  | 7973/10000 [2:31:32<24:53,  1.36it/s]
 80%|███████▉  | 7974/10000 [2:31:33<23:37,  1.43it/s]
 80%|███████▉  | 7975/10000 [2:31:34<22:29,  1.50it/s]
 80%|███████▉  | 7976/10000 [2:31:34<21:25,  1.57it/s]
 80%|███████▉  | 7977/10000 [2:31:35<20:23,  1.65it/s]
 80%|███████▉  | 7978/10000 [2:31:35<19:17,  1.75it/s]
 80%|███████▉  | 7979/10000 [2:31:36<18:14,  1.85it/s]
 80%|███████▉  | 7980/10000 [2:31:36<16:59,  1.98it/s]
 80%|███████▉  | 7981/10000 [2:31:36<15:47,  2.13it/s]
 80%|███████▉  | 7982/10000 [2:31:37<14:46,  2.28it/s]
 80%|███████▉  | 7983/10000 [2:31:37<13:50,  2.43it/s]
 80%|███████▉  | 7984/10000 [2:31:38<13:01,  2.58it/s]
 80%|███████▉  | 7985/10000 [2:31:38<12:23,  2.71it/s]
 80%|███████▉  | 7986/10000 [2:31:38<11:57,  2.81it/s]
 80%|███████▉  | 7987/10000 [2:31:40<29:57,  1.12it/s]
 80%|███████▉  | 7988/10000 [2:31:42<39:27,  1.18s/it]
 80%|███████▉  | 7989/10000 [2:31:44<43:54,  1.31s/it]
 80%|███████▉  | 7990/10000 [2:31:45<45:07,  1.35s/it]
 80%|███████▉  | 7991/10000 [2:31:47<44:46,  1.34s/it]
 80%|███████▉  | 7992/10000 [2:31:48<43:49,  1.31s/it]
 80%|███████▉  | 7993/10000 [2:31:49<42:16,  1.26s/it]
 80%|███████▉  | 7994/10000 [2:31:50<40:14,  1.20s/it]
 80%|███████▉  | 7995/10000 [2:31:51<38:18,  1.15s/it]
 80%|███████▉  | 7996/10000 [2:31:52<36:37,  1.10s/it]
 80%|███████▉  | 7997/10000 [2:31:53<34:55,  1.05s/it]
 80%|███████▉  | 7998/10000 [2:31:54<33:05,  1.01it/s]
 80%|███████▉  | 7999/10000 [2:31:55<30:57,  1.08it/s]
 80%|████████  | 8000/10000 [2:31:55<28:55,  1.15it/s]
                                                      

 80%|████████  | 8000/10000 [2:31:55<28:55,  1.15it/s]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 = 2822
  Batch size = 12
{'eval_loss': 0.785513699054718, 'eval_wer': 0.1945067264573991, 'eval_runtime': 92.4034, 'eval_samples_per_second': 30.54, 'eval_steps_per_second': 2.554, 'epoch': 15.92}
{'loss': 0.2525, 'learning_rate': 2.225555555555556e-05, 'epoch': 16.99}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:42,  5.45it/s]

  1%|▏         | 3/236 [00:00<01:10,  3.32it/s]

  2%|▏         | 4/236 [00:01<01:11,  3.25it/s]

  2%|▏         | 5/236 [00:01<01:14,  3.09it/s]

  3%|▎         | 6/236 [00:01<01:17,  2.98it/s]

  3%|▎         | 7/236 [00:02<01:20,  2.84it/s]

  3%|▎         | 8/236 [00:02<01:22,  2.78it/s]

  4%|▍         | 9/236 [00:02<01:18,  2.90it/s]

  4%|▍         | 10/236 [00:03<01:22,  2.74it/s]

  5%|▍         | 11/236 [00:03<01:27,  2.57it/s]

  5%|▌         | 12/236 [00:04<01:23,  2.69it/s]

  6%|▌         | 13/236 [00:04<01:25,  2.62it/s]

  6%|▌         | 14/236 [00:04<01:27,  2.55it/s]

  6%|▋         | 15/236 [00:05<01:25,  2.58it/s]

  7%|▋         | 16/236 [00:05<01:30,  2.44it/s]

  7%|▋         | 17/236 [00:06<01:29,  2.45it/s]

  8%|▊         | 18/236 [00:06<01:30,  2.40it/s]

  8%|▊         | 19/236 [00:06<01:25,  2.52it/s]

  8%|▊         | 20/236 [00:07<01:32,  2.35it/s]

  9%|▉         | 21/236 [00:07<01:30,  2.38it/s]

  9%|▉         | 22/236 [00:08<01:30,  2.38it/s]

 10%|▉         | 23/236 [00:08<01:25,  2.49it/s]

 10%|█         | 24/236 [00:08<01:20,  2.62it/s]

 11%|█         | 25/236 [00:09<01:14,  2.83it/s]

 11%|█         | 26/236 [00:09<01:19,  2.64it/s]

 11%|█▏        | 27/236 [00:10<01:15,  2.77it/s]

 12%|█▏        | 28/236 [00:10<01:14,  2.79it/s]

 12%|█▏        | 29/236 [00:10<01:13,  2.83it/s]

 13%|█▎        | 30/236 [00:11<01:11,  2.87it/s]

 13%|█▎        | 31/236 [00:11<01:15,  2.71it/s]

 14%|█▎        | 32/236 [00:11<01:22,  2.47it/s]

 14%|█▍        | 33/236 [00:12<01:24,  2.41it/s]

 14%|█▍        | 34/236 [00:12<01:21,  2.49it/s]

 15%|█▍        | 35/236 [00:13<01:19,  2.54it/s]

 15%|█▌        | 36/236 [00:13<01:19,  2.52it/s]

 16%|█▌        | 37/236 [00:13<01:20,  2.48it/s]

 16%|█▌        | 38/236 [00:14<01:14,  2.65it/s]

 17%|█▋        | 39/236 [00:14<01:20,  2.46it/s]

 17%|█▋        | 40/236 [00:15<01:23,  2.34it/s]

 17%|█▋        | 41/236 [00:15<01:23,  2.32it/s]

 18%|█▊        | 42/236 [00:16<01:27,  2.22it/s]

 18%|█▊        | 43/236 [00:16<01:26,  2.23it/s]

 19%|█▊        | 44/236 [00:17<01:25,  2.26it/s]

 19%|█▉        | 45/236 [00:17<01:20,  2.37it/s]

 19%|█▉        | 46/236 [00:17<01:20,  2.35it/s]

 20%|█▉        | 47/236 [00:18<01:23,  2.27it/s]

 20%|██        | 48/236 [00:18<01:19,  2.36it/s]

 21%|██        | 49/236 [00:19<01:29,  2.09it/s]

 21%|██        | 50/236 [00:19<01:29,  2.09it/s]

 22%|██▏       | 51/236 [00:20<01:24,  2.18it/s]

 22%|██▏       | 52/236 [00:20<01:22,  2.23it/s]

 22%|██▏       | 53/236 [00:21<01:29,  2.05it/s]

 23%|██▎       | 54/236 [00:21<01:26,  2.11it/s]

 23%|██▎       | 55/236 [00:22<01:22,  2.21it/s]

 24%|██▎       | 56/236 [00:22<01:23,  2.16it/s]

 24%|██▍       | 57/236 [00:23<01:22,  2.16it/s]

 25%|██▍       | 58/236 [00:23<01:17,  2.29it/s]

 25%|██▌       | 59/236 [00:23<01:14,  2.36it/s]

 25%|██▌       | 60/236 [00:24<01:15,  2.34it/s]

 26%|██▌       | 61/236 [00:24<01:11,  2.44it/s]

 26%|██▋       | 62/236 [00:24<01:08,  2.53it/s]

 27%|██▋       | 63/236 [00:25<01:10,  2.45it/s]

 27%|██▋       | 64/236 [00:25<01:11,  2.41it/s]

 28%|██▊       | 65/236 [00:26<01:11,  2.39it/s]

 28%|██▊       | 66/236 [00:26<01:06,  2.54it/s]

 28%|██▊       | 67/236 [00:26<01:02,  2.70it/s]

 29%|██▉       | 68/236 [00:27<01:00,  2.79it/s]

 29%|██▉       | 69/236 [00:27<00:57,  2.91it/s]

 30%|██▉       | 70/236 [00:27<00:54,  3.02it/s]

 30%|███       | 71/236 [00:28<00:59,  2.78it/s]

 31%|███       | 72/236 [00:28<00:59,  2.74it/s]

 31%|███       | 73/236 [00:29<01:06,  2.46it/s]

 31%|███▏      | 74/236 [00:29<01:08,  2.35it/s]

 32%|███▏      | 75/236 [00:30<01:08,  2.37it/s]

 32%|███▏      | 76/236 [00:30<01:07,  2.36it/s]

 33%|███▎      | 77/236 [00:30<01:06,  2.39it/s]

 33%|███▎      | 78/236 [00:31<01:01,  2.57it/s]

 33%|███▎      | 79/236 [00:31<01:03,  2.46it/s]

 34%|███▍      | 80/236 [00:32<01:03,  2.45it/s]

 34%|███▍      | 81/236 [00:32<01:03,  2.45it/s]

 35%|███▍      | 82/236 [00:32<01:02,  2.45it/s]

 35%|███▌      | 83/236 [00:33<00:57,  2.65it/s]

 36%|███▌      | 84/236 [00:33<00:54,  2.77it/s]

 36%|███▌      | 85/236 [00:33<00:52,  2.86it/s]

 36%|███▋      | 86/236 [00:34<00:49,  3.03it/s]

 37%|███▋      | 87/236 [00:34<00:51,  2.88it/s]

 37%|███▋      | 88/236 [00:34<00:51,  2.89it/s]

 38%|███▊      | 89/236 [00:35<00:53,  2.72it/s]

 38%|███▊      | 90/236 [00:35<00:55,  2.64it/s]

 39%|███▊      | 91/236 [00:36<01:00,  2.41it/s]

 39%|███▉      | 92/236 [00:36<00:55,  2.58it/s]

 39%|███▉      | 93/236 [00:36<00:52,  2.72it/s]

 40%|███▉      | 94/236 [00:37<00:50,  2.82it/s]

 40%|████      | 95/236 [00:37<00:53,  2.63it/s]

 41%|████      | 96/236 [00:37<00:55,  2.52it/s]

 41%|████      | 97/236 [00:38<00:51,  2.72it/s]

 42%|████▏     | 98/236 [00:38<00:51,  2.70it/s]

 42%|████▏     | 99/236 [00:39<00:55,  2.47it/s]

 42%|████▏     | 100/236 [00:39<00:54,  2.48it/s]

 43%|████▎     | 101/236 [00:39<00:55,  2.43it/s]

 43%|████▎     | 102/236 [00:40<00:56,  2.38it/s]

 44%|████▎     | 103/236 [00:40<00:52,  2.51it/s]

 44%|████▍     | 104/236 [00:41<00:54,  2.44it/s]

 44%|████▍     | 105/236 [00:41<00:49,  2.63it/s]

 45%|████▍     | 106/236 [00:41<00:49,  2.64it/s]

 45%|████▌     | 107/236 [00:42<00:48,  2.65it/s]

 46%|████▌     | 108/236 [00:42<00:52,  2.42it/s]

 46%|████▌     | 109/236 [00:43<00:53,  2.38it/s]

 47%|████▋     | 110/236 [00:43<00:48,  2.57it/s]

 47%|████▋     | 111/236 [00:43<00:45,  2.72it/s]

 47%|████▋     | 112/236 [00:44<00:46,  2.67it/s]

 48%|████▊     | 113/236 [00:44<00:46,  2.66it/s]

 48%|████▊     | 114/236 [00:45<00:46,  2.60it/s]

 49%|████▊     | 115/236 [00:45<00:44,  2.71it/s]

 49%|████▉     | 116/236 [00:45<00:43,  2.75it/s]

 50%|████▉     | 117/236 [00:46<00:44,  2.64it/s]

 50%|█████     | 118/236 [00:46<00:43,  2.72it/s]

 50%|█████     | 119/236 [00:46<00:42,  2.74it/s]

 51%|█████     | 120/236 [00:47<00:41,  2.82it/s]

 51%|█████▏    | 121/236 [00:47<00:45,  2.55it/s]

 52%|█████▏    | 122/236 [00:48<00:46,  2.44it/s]

 52%|█████▏    | 123/236 [00:48<00:43,  2.57it/s]

 53%|█████▎    | 124/236 [00:48<00:43,  2.59it/s]

 53%|█████▎    | 125/236 [00:49<00:41,  2.65it/s]

 53%|█████▎    | 126/236 [00:49<00:40,  2.75it/s]

 54%|█████▍    | 127/236 [00:49<00:41,  2.66it/s]

 54%|█████▍    | 128/236 [00:50<00:41,  2.60it/s]

 55%|█████▍    | 129/236 [00:50<00:38,  2.81it/s]

 55%|█████▌    | 130/236 [00:50<00:36,  2.91it/s]

 56%|█████▌    | 131/236 [00:51<00:37,  2.81it/s]

 56%|█████▌    | 132/236 [00:51<00:35,  2.93it/s]

 56%|█████▋    | 133/236 [00:52<00:38,  2.70it/s]

 57%|█████▋    | 134/236 [00:52<00:38,  2.67it/s]

 57%|█████▋    | 135/236 [00:52<00:36,  2.75it/s]

 58%|█████▊    | 136/236 [00:53<00:38,  2.58it/s]

 58%|█████▊    | 137/236 [00:53<00:38,  2.58it/s]

 58%|█████▊    | 138/236 [00:54<00:39,  2.51it/s]

 59%|█████▉    | 139/236 [00:54<00:36,  2.68it/s]

 59%|█████▉    | 140/236 [00:54<00:34,  2.78it/s]

 60%|█████▉    | 141/236 [00:55<00:35,  2.66it/s]

 60%|██████    | 142/236 [00:55<00:36,  2.59it/s]

 61%|██████    | 143/236 [00:55<00:39,  2.37it/s]

 61%|██████    | 144/236 [00:56<00:37,  2.45it/s]

 61%|██████▏   | 145/236 [00:56<00:37,  2.41it/s]

 62%|██████▏   | 146/236 [00:57<00:36,  2.49it/s]

 62%|██████▏   | 147/236 [00:57<00:36,  2.47it/s]

 63%|██████▎   | 148/236 [00:57<00:35,  2.51it/s]

 63%|██████▎   | 149/236 [00:58<00:33,  2.62it/s]

 64%|██████▎   | 150/236 [00:58<00:30,  2.78it/s]

 64%|██████▍   | 151/236 [00:59<00:31,  2.67it/s]

 64%|██████▍   | 152/236 [00:59<00:30,  2.75it/s]

 65%|██████▍   | 153/236 [00:59<00:30,  2.70it/s]

 65%|██████▌   | 154/236 [01:00<00:30,  2.68it/s]

 66%|██████▌   | 155/236 [01:00<00:30,  2.69it/s]

 66%|██████▌   | 156/236 [01:00<00:32,  2.43it/s]

 67%|██████▋   | 157/236 [01:01<00:34,  2.30it/s]

 67%|██████▋   | 158/236 [01:01<00:33,  2.32it/s]

 67%|██████▋   | 159/236 [01:02<00:30,  2.54it/s]

 68%|██████▊   | 160/236 [01:02<00:29,  2.56it/s]

 68%|██████▊   | 161/236 [01:02<00:29,  2.58it/s]

 69%|██████▊   | 162/236 [01:03<00:26,  2.75it/s]

 69%|██████▉   | 163/236 [01:03<00:25,  2.84it/s]

 69%|██████▉   | 164/236 [01:03<00:23,  3.05it/s]

 70%|██████▉   | 165/236 [01:04<00:22,  3.17it/s]

 70%|███████   | 166/236 [01:04<00:22,  3.12it/s]

 71%|███████   | 167/236 [01:04<00:23,  2.95it/s]

 71%|███████   | 168/236 [01:05<00:23,  2.94it/s]

 72%|███████▏  | 169/236 [01:05<00:23,  2.86it/s]

 72%|███████▏  | 170/236 [01:06<00:26,  2.48it/s]

 72%|███████▏  | 171/236 [01:06<00:24,  2.69it/s]

 73%|███████▎  | 172/236 [01:06<00:23,  2.74it/s]

 73%|███████▎  | 173/236 [01:07<00:24,  2.56it/s]

 74%|███████▎  | 174/236 [01:07<00:25,  2.39it/s]

 74%|███████▍  | 175/236 [01:08<00:24,  2.44it/s]

 75%|███████▍  | 176/236 [01:08<00:24,  2.47it/s]

 75%|███████▌  | 177/236 [01:08<00:22,  2.64it/s]

 75%|███████▌  | 178/236 [01:09<00:22,  2.61it/s]

 76%|███████▌  | 179/236 [01:09<00:22,  2.57it/s]

 76%|███████▋  | 180/236 [01:09<00:21,  2.64it/s]

 77%|███████▋  | 181/236 [01:10<00:21,  2.51it/s]

 77%|███████▋  | 182/236 [01:10<00:21,  2.48it/s]

 78%|███████▊  | 183/236 [01:11<00:19,  2.68it/s]

 78%|███████▊  | 184/236 [01:11<00:19,  2.62it/s]

 78%|███████▊  | 185/236 [01:11<00:19,  2.66it/s]

 79%|███████▉  | 186/236 [01:12<00:19,  2.56it/s]

 79%|███████▉  | 187/236 [01:12<00:18,  2.62it/s]

 80%|███████▉  | 188/236 [01:13<00:18,  2.62it/s]

 80%|████████  | 189/236 [01:13<00:17,  2.63it/s]

 81%|████████  | 190/236 [01:13<00:19,  2.36it/s]

 81%|████████  | 191/236 [01:14<00:18,  2.47it/s]

 81%|████████▏ | 192/236 [01:14<00:15,  2.76it/s]

 82%|████████▏ | 193/236 [01:14<00:16,  2.60it/s]

 82%|████████▏ | 194/236 [01:15<00:17,  2.43it/s]

 83%|████████▎ | 195/236 [01:15<00:14,  2.86it/s]

 83%|████████▎ | 196/236 [01:15<00:13,  2.93it/s]

 83%|████████▎ | 197/236 [01:16<00:13,  2.96it/s]

 84%|████████▍ | 198/236 [01:16<00:13,  2.72it/s]

 84%|████████▍ | 199/236 [01:17<00:14,  2.62it/s]

 85%|████████▍ | 200/236 [01:17<00:13,  2.61it/s]

 85%|████████▌ | 201/236 [01:18<00:14,  2.41it/s]

 86%|████████▌ | 202/236 [01:18<00:14,  2.35it/s]

 86%|████████▌ | 203/236 [01:18<00:12,  2.62it/s]

 86%|████████▋ | 204/236 [01:19<00:11,  2.70it/s]

 87%|████████▋ | 205/236 [01:19<00:11,  2.67it/s]

 87%|████████▋ | 206/236 [01:19<00:10,  2.82it/s]

 88%|████████▊ | 207/236 [01:20<00:09,  3.06it/s]

 88%|████████▊ | 208/236 [01:20<00:09,  2.83it/s]

 89%|████████▊ | 209/236 [01:20<00:10,  2.65it/s]

 89%|████████▉ | 210/236 [01:21<00:10,  2.49it/s]

 89%|████████▉ | 211/236 [01:21<00:10,  2.32it/s]

 90%|████████▉ | 212/236 [01:22<00:09,  2.45it/s]

 90%|█████████ | 213/236 [01:22<00:08,  2.64it/s]

 91%|█████████ | 214/236 [01:22<00:08,  2.66it/s]

 91%|█████████ | 215/236 [01:23<00:08,  2.62it/s]

 92%|█████████▏| 216/236 [01:23<00:07,  2.77it/s]

 92%|█████████▏| 217/236 [01:24<00:07,  2.52it/s]

 92%|█████████▏| 218/236 [01:24<00:06,  2.80it/s]

 93%|█████████▎| 219/236 [01:24<00:05,  2.93it/s]

 93%|█████████▎| 220/236 [01:25<00:05,  2.69it/s]

 94%|█████████▎| 221/236 [01:25<00:05,  2.69it/s]

 94%|█████████▍| 222/236 [01:25<00:05,  2.49it/s]

 94%|█████████▍| 223/236 [01:26<00:05,  2.52it/s]

 95%|█████████▍| 224/236 [01:26<00:05,  2.35it/s]

 95%|█████████▌| 225/236 [01:27<00:04,  2.44it/s]

 96%|█████████▌| 226/236 [01:27<00:04,  2.45it/s]

 96%|█████████▌| 227/236 [01:27<00:03,  2.57it/s]

 97%|█████████▋| 228/236 [01:28<00:03,  2.62it/s]

 97%|█████████▋| 229/236 [01:28<00:02,  2.53it/s]

 97%|█████████▋| 230/236 [01:29<00:02,  2.65it/s]

 98%|█████████▊| 231/236 [01:29<00:01,  2.58it/s]

 98%|█████████▊| 232/236 [01:29<00:01,  2.57it/s]

 99%|█████████▊| 233/236 [01:30<00:01,  2.69it/s]

 99%|█████████▉| 234/236 [01:30<00:00,  2.94it/s]

100%|█████████▉| 235/236 [01:30<00:00,  2.76it/s]
                                                      

                                                 

 80%|████████  | 8000/10000 [2:33:28<28:55,  1.15it/s]

100%|██████████| 236/236 [01:32<00:00,  2.76it/s]

                                                 Saving model checkpoint to experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-8000
Configuration saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-8000/config.json
Model weights saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-8000/pytorch_model.bin
Feature extractor saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-8000/preprocessor_config.json
Deleting older checkpoint [experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-7000] due to args.save_total_limit

 80%|████████  | 8001/10000 [2:33:39<17:34:34, 31.65s/it]
 80%|████████  | 8002/10000 [2:33:39<12:24:02, 22.34s/it]
 80%|████████  | 8003/10000 [2:33:40<8:45:58, 15.80s/it] 
 80%|████████  | 8004/10000 [2:33:40<6:12:37, 11.20s/it]
 80%|████████  | 8005/10000 [2:33:41<4:24:31,  7.96s/it]
 80%|████████  | 8006/10000 [2:33:41<3:08:34,  5.67s/it]
 80%|████████  | 8007/10000 [2:33:41<2:14:29,  4.05s/it]
 80%|████████  | 8008/10000 [2:33:44<1:58:27,  3.57s/it]
 80%|████████  | 8009/10000 [2:33:46<1:43:12,  3.11s/it]
 80%|████████  | 8010/10000 [2:33:48<1:31:15,  2.75s/it]
 80%|████████  | 8011/10000 [2:33:50<1:21:49,  2.47s/it]
 80%|████████  | 8012/10000 [2:33:51<1:14:13,  2.24s/it]
 80%|████████  | 8013/10000 [2:33:53<1:08:21,  2.06s/it]
 80%|████████  | 8014/10000 [2:33:55<1:04:55,  1.96s/it]
 80%|████████  | 8015/10000 [2:33:56<1:01:46,  1.87s/it]
 80%|████████  | 8016/10000 [2:33:58<58:54,  1.78s/it]  
 80%|████████  | 8017/10000 [2:33:59<56:34,  1.71s/it]
 80%|████████  | 8018/10000 [2:34:01<54:28,  1.65s/it]
 80%|████████  | 8019/10000 [2:34:02<52:34,  1.59s/it]
 80%|████████  | 8020/10000 [2:34:04<50:53,  1.54s/it]
 80%|████████  | 8021/10000 [2:34:05<49:13,  1.49s/it]
 80%|████████  | 8022/10000 [2:34:07<47:56,  1.45s/it]
 80%|████████  | 8023/10000 [2:34:08<45:31,  1.38s/it]
 80%|████████  | 8024/10000 [2:34:09<43:28,  1.32s/it]
 80%|████████  | 8025/10000 [2:34:10<41:25,  1.26s/it]
 80%|████████  | 8026/10000 [2:34:11<39:51,  1.21s/it]
 80%|████████  | 8027/10000 [2:34:12<38:31,  1.17s/it]
 80%|████████  | 8028/10000 [2:34:13<37:17,  1.13s/it]
 80%|████████  | 8029/10000 [2:34:14<36:14,  1.10s/it]
 80%|████████  | 8030/10000 [2:34:15<35:15,  1.07s/it]
 80%|████████  | 8031/10000 [2:34:16<34:21,  1.05s/it]
 80%|████████  | 8032/10000 [2:34:17<33:22,  1.02s/it]
 80%|████████  | 8033/10000 [2:34:18<32:25,  1.01it/s]
 80%|████████  | 8034/10000 [2:34:19<32:16,  1.02it/s]
 80%|████████  | 8035/10000 [2:34:20<31:18,  1.05it/s]
 80%|████████  | 8036/10000 [2:34:21<30:25,  1.08it/s]
 80%|████████  | 8037/10000 [2:34:22<29:41,  1.10it/s]
 80%|████████  | 8038/10000 [2:34:23<28:38,  1.14it/s]
 80%|████████  | 8039/10000 [2:34:23<27:41,  1.18it/s]
 80%|████████  | 8040/10000 [2:34:24<26:53,  1.21it/s]
 80%|████████  | 8041/10000 [2:34:25<26:15,  1.24it/s]
 80%|████████  | 8042/10000 [2:34:26<25:26,  1.28it/s]
 80%|████████  | 8043/10000 [2:34:26<24:34,  1.33it/s]
 80%|████████  | 8044/10000 [2:34:27<23:54,  1.36it/s]
 80%|████████  | 8045/10000 [2:34:28<23:00,  1.42it/s]
 80%|████████  | 8046/10000 [2:34:28<22:10,  1.47it/s]
 80%|████████  | 8047/10000 [2:34:29<21:31,  1.51it/s]
 80%|████████  | 8048/10000 [2:34:29<20:42,  1.57it/s]
 80%|████████  | 8049/10000 [2:34:30<19:31,  1.66it/s]
 80%|████████  | 8050/10000 [2:34:30<18:22,  1.77it/s]
 81%|████████  | 8051/10000 [2:34:31<17:19,  1.88it/s]
 81%|████████  | 8052/10000 [2:34:31<16:23,  1.98it/s]
 81%|████████  | 8053/10000 [2:34:32<15:29,  2.09it/s]
 81%|████████  | 8054/10000 [2:34:32<14:51,  2.18it/s]
 81%|████████  | 8055/10000 [2:34:33<14:23,  2.25it/s]
 81%|████████  | 8056/10000 [2:34:33<13:49,  2.34it/s]
 81%|████████  | 8057/10000 [2:34:33<13:34,  2.38it/s]
 81%|████████  | 8058/10000 [2:34:36<34:10,  1.06s/it]
 81%|████████  | 8059/10000 [2:34:38<46:36,  1.44s/it]
 81%|████████  | 8060/10000 [2:34:40<51:27,  1.59s/it]
 81%|████████  | 8061/10000 [2:34:42<53:02,  1.64s/it]
 81%|████████  | 8062/10000 [2:34:44<53:34,  1.66s/it]
 81%|████████  | 8063/10000 [2:34:45<53:10,  1.65s/it]
 81%|████████  | 8064/10000 [2:34:47<52:20,  1.62s/it]
 81%|████████  | 8065/10000 [2:34:48<51:01,  1.58s/it]
 81%|████████  | 8066/10000 [2:34:50<49:40,  1.54s/it]
 81%|████████  | 8067/10000 [2:34:51<48:29,  1.50s/it]
 81%|████████  | 8068/10000 [2:34:53<47:14,  1.47s/it]
 81%|████████  | 8069/10000 [2:34:54<45:55,  1.43s/it]
 81%|████████  | 8070/10000 [2:34:55<45:03,  1.40s/it]
 81%|████████  | 8071/10000 [2:34:57<44:48,  1.39s/it]
 81%|████████  | 8072/10000 [2:34:58<43:20,  1.35s/it]
 81%|████████  | 8073/10000 [2:34:59<41:50,  1.30s/it]
 81%|████████  | 8074/10000 [2:35:00<40:26,  1.26s/it]
 81%|████████  | 8075/10000 [2:35:01<39:15,  1.22s/it]
 81%|████████  | 8076/10000 [2:35:03<38:40,  1.21s/it]
 81%|████████  | 8077/10000 [2:35:04<37:06,  1.16s/it]
 81%|████████  | 8078/10000 [2:35:05<35:53,  1.12s/it]
 81%|████████  | 8079/10000 [2:35:06<34:42,  1.08s/it]
 81%|████████  | 8080/10000 [2:35:07<33:39,  1.05s/it]
 81%|████████  | 8081/10000 [2:35:08<32:42,  1.02s/it]
 81%|████████  | 8082/10000 [2:35:08<31:44,  1.01it/s]
 81%|████████  | 8083/10000 [2:35:09<30:51,  1.04it/s]
 81%|████████  | 8084/10000 [2:35:10<30:04,  1.06it/s]
 81%|████████  | 8085/10000 [2:35:11<29:23,  1.09it/s]
 81%|████████  | 8086/10000 [2:35:12<28:47,  1.11it/s]
 81%|████████  | 8087/10000 [2:35:13<28:13,  1.13it/s]
 81%|████████  | 8088/10000 [2:35:14<27:22,  1.16it/s]
 81%|████████  | 8089/10000 [2:35:14<26:34,  1.20it/s]
 81%|████████  | 8090/10000 [2:35:15<25:38,  1.24it/s]
 81%|████████  | 8091/10000 [2:35:16<24:52,  1.28it/s]
 81%|████████  | 8092/10000 [2:35:17<24:02,  1.32it/s]
 81%|████████  | 8093/10000 [2:35:17<23:30,  1.35it/s]
 81%|████████  | 8094/10000 [2:35:18<22:23,  1.42it/s]
 81%|████████  | 8095/10000 [2:35:19<21:25,  1.48it/s]
 81%|████████  | 8096/10000 [2:35:19<20:23,  1.56it/s]
 81%|████████  | 8097/10000 [2:35:20<19:31,  1.62it/s]
 81%|████████  | 8098/10000 [2:35:20<18:29,  1.71it/s]
 81%|████████  | 8099/10000 [2:35:21<17:34,  1.80it/s]
 81%|████████  | 8100/10000 [2:35:21<16:36,  1.91it/s]
 81%|████████  | 8101/10000 [2:35:22<15:43,  2.01it/s]
 81%|████████  | 8102/10000 [2:35:22<14:48,  2.14it/s]
 81%|████████  | 8103/10000 [2:35:22<13:58,  2.26it/s]
 81%|████████  | 8104/10000 [2:35:23<13:16,  2.38it/s]
 81%|████████  | 8105/10000 [2:35:23<12:35,  2.51it/s]
 81%|████████  | 8106/10000 [2:35:23<12:03,  2.62it/s]
 81%|████████  | 8107/10000 [2:35:24<11:42,  2.69it/s]
 81%|████████  | 8108/10000 [2:35:26<30:17,  1.04it/s]
 81%|████████  | 8109/10000 [2:35:28<41:19,  1.31s/it]
 81%|████████  | 8110/10000 [2:35:30<47:39,  1.51s/it]
 81%|████████  | 8111/10000 [2:35:32<51:17,  1.63s/it]
 81%|████████  | 8112/10000 [2:35:34<53:00,  1.68s/it]
 81%|████████  | 8113/10000 [2:35:36<53:40,  1.71s/it]
 81%|████████  | 8114/10000 [2:35:37<53:08,  1.69s/it]
 81%|████████  | 8115/10000 [2:35:39<52:20,  1.67s/it]
 81%|████████  | 8116/10000 [2:35:40<51:03,  1.63s/it]
 81%|████████  | 8117/10000 [2:35:42<49:35,  1.58s/it]
 81%|████████  | 8118/10000 [2:35:43<48:06,  1.53s/it]
 81%|████████  | 8119/10000 [2:35:45<46:42,  1.49s/it]
 81%|████████  | 8120/10000 [2:35:46<45:40,  1.46s/it]
 81%|████████  | 8121/10000 [2:35:48<45:23,  1.45s/it]
 81%|████████  | 8122/10000 [2:35:49<43:23,  1.39s/it]
 81%|████████  | 8123/10000 [2:35:50<41:52,  1.34s/it]
 81%|████████  | 8124/10000 [2:35:51<40:21,  1.29s/it]
 81%|████████▏ | 8125/10000 [2:35:52<39:23,  1.26s/it]
 81%|████████▏ | 8126/10000 [2:35:53<38:18,  1.23s/it]
 81%|████████▏ | 8127/10000 [2:35:55<37:18,  1.20s/it]
 81%|████████▏ | 8128/10000 [2:35:56<36:23,  1.17s/it]
 81%|████████▏ | 8129/10000 [2:35:57<35:12,  1.13s/it]
 81%|████████▏ | 8130/10000 [2:35:58<34:02,  1.09s/it]
 81%|████████▏ | 8131/10000 [2:35:59<32:54,  1.06s/it]
 81%|████████▏ | 8132/10000 [2:36:00<31:58,  1.03s/it]
 81%|████████▏ | 8133/10000 [2:36:01<30:58,  1.00it/s]
 81%|████████▏ | 8134/10000 [2:36:02<30:06,  1.03it/s]
 81%|████████▏ | 8135/10000 [2:36:02<29:24,  1.06it/s]
 81%|████████▏ | 8136/10000 [2:36:03<28:32,  1.09it/s]
 81%|████████▏ | 8137/10000 [2:36:04<27:50,  1.12it/s]
 81%|████████▏ | 8138/10000 [2:36:05<27:10,  1.14it/s]
 81%|████████▏ | 8139/10000 [2:36:06<26:30,  1.17it/s]
 81%|████████▏ | 8140/10000 [2:36:07<25:46,  1.20it/s]
 81%|████████▏ | 8141/10000 [2:36:07<25:03,  1.24it/s]
 81%|████████▏ | 8142/10000 [2:36:08<24:22,  1.27it/s]
 81%|████████▏ | 8143/10000 [2:36:09<23:38,  1.31it/s]
 81%|████████▏ | 8144/10000 [2:36:09<22:56,  1.35it/s]
 81%|████████▏ | 8145/10000 [2:36:10<22:24,  1.38it/s]
 81%|████████▏ | 8146/10000 [2:36:11<21:27,  1.44it/s]
 81%|████████▏ | 8147/10000 [2:36:11<20:32,  1.50it/s]
 81%|████████▏ | 8148/10000 [2:36:12<19:41,  1.57it/s]
 81%|████████▏ | 8149/10000 [2:36:12<18:46,  1.64it/s]
 82%|████████▏ | 8150/10000 [2:36:13<17:43,  1.74it/s]
 82%|████████▏ | 8151/10000 [2:36:13<16:35,  1.86it/s]
 82%|████████▏ | 8152/10000 [2:36:14<15:30,  1.99it/s]
 82%|████████▏ | 8153/10000 [2:36:14<14:24,  2.14it/s]
 82%|████████▏ | 8154/10000 [2:36:15<13:38,  2.26it/s]
 82%|████████▏ | 8155/10000 [2:36:15<12:40,  2.43it/s]
 82%|████████▏ | 8156/10000 [2:36:15<11:52,  2.59it/s]
 82%|████████▏ | 8157/10000 [2:36:16<11:15,  2.73it/s]
 82%|████████▏ | 8158/10000 [2:36:18<28:15,  1.09it/s]
 82%|████████▏ | 8159/10000 [2:36:20<38:17,  1.25s/it]
 82%|████████▏ | 8160/10000 [2:36:22<43:47,  1.43s/it]
 82%|████████▏ | 8161/10000 [2:36:23<46:40,  1.52s/it]
 82%|████████▏ | 8162/10000 [2:36:25<47:58,  1.57s/it]
 82%|████████▏ | 8163/10000 [2:36:27<48:34,  1.59s/it]
 82%|████████▏ | 8164/10000 [2:36:28<48:09,  1.57s/it]
 82%|████████▏ | 8165/10000 [2:36:30<47:30,  1.55s/it]
 82%|████████▏ | 8166/10000 [2:36:31<46:28,  1.52s/it]
 82%|████████▏ | 8167/10000 [2:36:33<45:39,  1.49s/it]
 82%|████████▏ | 8168/10000 [2:36:34<44:39,  1.46s/it]
 82%|████████▏ | 8169/10000 [2:36:35<43:28,  1.42s/it]
 82%|████████▏ | 8170/10000 [2:36:37<42:06,  1.38s/it]
 82%|████████▏ | 8171/10000 [2:36:38<40:44,  1.34s/it]
 82%|████████▏ | 8172/10000 [2:36:39<39:28,  1.30s/it]
 82%|████████▏ | 8173/10000 [2:36:40<38:17,  1.26s/it]
 82%|████████▏ | 8174/10000 [2:36:41<37:21,  1.23s/it]
 82%|████████▏ | 8175/10000 [2:36:43<36:35,  1.20s/it]
 82%|████████▏ | 8176/10000 [2:36:44<35:41,  1.17s/it]
 82%|████████▏ | 8177/10000 [2:36:45<34:46,  1.14s/it]
 82%|████████▏ | 8178/10000 [2:36:46<33:55,  1.12s/it]
 82%|████████▏ | 8179/10000 [2:36:47<32:59,  1.09s/it]
 82%|████████▏ | 8180/10000 [2:36:48<32:07,  1.06s/it]
 82%|████████▏ | 8181/10000 [2:36:49<31:16,  1.03s/it]
 82%|████████▏ | 8182/10000 [2:36:50<30:13,  1.00it/s]
 82%|████████▏ | 8183/10000 [2:36:51<29:26,  1.03it/s]
 82%|████████▏ | 8184/10000 [2:36:51<28:33,  1.06it/s]
 82%|████████▏ | 8185/10000 [2:36:52<27:52,  1.09it/s]
 82%|████████▏ | 8186/10000 [2:36:53<27:09,  1.11it/s]
 82%|████████▏ | 8187/10000 [2:36:54<26:28,  1.14it/s]
 82%|████████▏ | 8188/10000 [2:36:55<25:46,  1.17it/s]
 82%|████████▏ | 8189/10000 [2:36:56<25:00,  1.21it/s]
 82%|████████▏ | 8190/10000 [2:36:56<24:17,  1.24it/s]
 82%|████████▏ | 8191/10000 [2:36:57<23:38,  1.27it/s]
 82%|████████▏ | 8192/10000 [2:36:58<22:59,  1.31it/s]
 82%|████████▏ | 8193/10000 [2:36:58<22:17,  1.35it/s]
 82%|████████▏ | 8194/10000 [2:36:59<21:49,  1.38it/s]
 82%|████████▏ | 8195/10000 [2:37:00<20:58,  1.43it/s]
 82%|████████▏ | 8196/10000 [2:37:00<19:58,  1.51it/s]
 82%|████████▏ | 8197/10000 [2:37:01<18:54,  1.59it/s]
 82%|████████▏ | 8198/10000 [2:37:01<17:59,  1.67it/s]
 82%|████████▏ | 8199/10000 [2:37:02<17:02,  1.76it/s]
 82%|████████▏ | 8200/10000 [2:37:02<16:07,  1.86it/s]
 82%|████████▏ | 8201/10000 [2:37:03<15:06,  1.98it/s]
 82%|████████▏ | 8202/10000 [2:37:03<14:11,  2.11it/s]
 82%|████████▏ | 8203/10000 [2:37:04<13:16,  2.26it/s]
 82%|████████▏ | 8204/10000 [2:37:04<12:24,  2.41it/s]
 82%|████████▏ | 8205/10000 [2:37:04<11:39,  2.57it/s]
 82%|████████▏ | 8206/10000 [2:37:05<11:03,  2.70it/s]
 82%|████████▏ | 8207/10000 [2:37:05<10:38,  2.81it/s]
 82%|████████▏ | 8208/10000 [2:37:07<27:13,  1.10it/s]
 82%|████████▏ | 8209/10000 [2:37:09<36:32,  1.22s/it]
 82%|████████▏ | 8210/10000 [2:37:11<41:46,  1.40s/it]
 82%|████████▏ | 8211/10000 [2:37:13<44:14,  1.48s/it]
 82%|████████▏ | 8212/10000 [2:37:14<45:11,  1.52s/it]
 82%|████████▏ | 8213/10000 [2:37:16<45:43,  1.54s/it]
 82%|████████▏ | 8214/10000 [2:37:17<45:59,  1.55s/it]
 82%|████████▏ | 8215/10000 [2:37:19<45:31,  1.53s/it]
 82%|████████▏ | 8216/10000 [2:37:20<44:46,  1.51s/it]
 82%|████████▏ | 8217/10000 [2:37:22<43:49,  1.47s/it]
 82%|████████▏ | 8218/10000 [2:37:23<43:15,  1.46s/it]
 82%|████████▏ | 8219/10000 [2:37:24<42:19,  1.43s/it]
 82%|████████▏ | 8220/10000 [2:37:26<41:19,  1.39s/it]
 82%|████████▏ | 8221/10000 [2:37:27<40:32,  1.37s/it]
 82%|████████▏ | 8222/10000 [2:37:28<39:23,  1.33s/it]
 82%|████████▏ | 8223/10000 [2:37:29<38:16,  1.29s/it]
 82%|████████▏ | 8224/10000 [2:37:31<37:23,  1.26s/it]
 82%|████████▏ | 8225/10000 [2:37:32<36:25,  1.23s/it]
 82%|████████▏ | 8226/10000 [2:37:33<35:24,  1.20s/it]
 82%|████████▏ | 8227/10000 [2:37:34<34:24,  1.16s/it]
 82%|████████▏ | 8228/10000 [2:37:35<33:23,  1.13s/it]
 82%|████████▏ | 8229/10000 [2:37:36<32:22,  1.10s/it]
 82%|████████▏ | 8230/10000 [2:37:37<31:32,  1.07s/it]
 82%|████████▏ | 8231/10000 [2:37:38<30:44,  1.04s/it]
 82%|████████▏ | 8232/10000 [2:37:39<29:55,  1.02s/it]
 82%|████████▏ | 8233/10000 [2:37:40<28:53,  1.02it/s]
 82%|████████▏ | 8234/10000 [2:37:41<27:53,  1.06it/s]
 82%|████████▏ | 8235/10000 [2:37:42<27:01,  1.09it/s]
 82%|████████▏ | 8236/10000 [2:37:43<26:11,  1.12it/s]
 82%|████████▏ | 8237/10000 [2:37:43<25:37,  1.15it/s]
 82%|████████▏ | 8238/10000 [2:37:44<25:05,  1.17it/s]
 82%|████████▏ | 8239/10000 [2:37:45<24:20,  1.21it/s]
 82%|████████▏ | 8240/10000 [2:37:46<23:39,  1.24it/s]
 82%|████████▏ | 8241/10000 [2:37:46<23:02,  1.27it/s]
 82%|████████▏ | 8242/10000 [2:37:47<22:14,  1.32it/s]
 82%|████████▏ | 8243/10000 [2:37:48<21:34,  1.36it/s]
 82%|████████▏ | 8244/10000 [2:37:48<21:08,  1.38it/s]
 82%|████████▏ | 8245/10000 [2:37:49<20:10,  1.45it/s]
 82%|████████▏ | 8246/10000 [2:37:50<19:19,  1.51it/s]
 82%|████████▏ | 8247/10000 [2:37:50<18:28,  1.58it/s]
 82%|████████▏ | 8248/10000 [2:37:51<17:40,  1.65it/s]
 82%|████████▏ | 8249/10000 [2:37:51<16:43,  1.74it/s]
 82%|████████▎ | 8250/10000 [2:37:52<15:54,  1.83it/s]
 83%|████████▎ | 8251/10000 [2:37:52<14:51,  1.96it/s]
 83%|████████▎ | 8252/10000 [2:37:53<13:53,  2.10it/s]
 83%|████████▎ | 8253/10000 [2:37:53<12:59,  2.24it/s]
 83%|████████▎ | 8254/10000 [2:37:53<12:11,  2.39it/s]
 83%|████████▎ | 8255/10000 [2:37:54<11:28,  2.53it/s]
 83%|████████▎ | 8256/10000 [2:37:54<11:01,  2.64it/s]
 83%|████████▎ | 8257/10000 [2:37:54<10:34,  2.75it/s]
 83%|████████▎ | 8258/10000 [2:37:57<26:59,  1.08it/s]
 83%|████████▎ | 8259/10000 [2:37:59<36:50,  1.27s/it]
 83%|████████▎ | 8260/10000 [2:38:01<42:26,  1.46s/it]
 83%|████████▎ | 8261/10000 [2:38:02<45:37,  1.57s/it]
 83%|████████▎ | 8262/10000 [2:38:04<47:12,  1.63s/it]
 83%|████████▎ | 8263/10000 [2:38:06<47:39,  1.65s/it]
 83%|████████▎ | 8264/10000 [2:38:07<47:31,  1.64s/it]
 83%|████████▎ | 8265/10000 [2:38:09<47:01,  1.63s/it]
 83%|████████▎ | 8266/10000 [2:38:11<46:00,  1.59s/it]
 83%|████████▎ | 8267/10000 [2:38:12<45:07,  1.56s/it]
 83%|████████▎ | 8268/10000 [2:38:14<44:00,  1.52s/it]
 83%|████████▎ | 8269/10000 [2:38:15<42:41,  1.48s/it]
 83%|████████▎ | 8270/10000 [2:38:16<41:32,  1.44s/it]
 83%|████████▎ | 8271/10000 [2:38:18<40:25,  1.40s/it]
 83%|████████▎ | 8272/10000 [2:38:19<39:25,  1.37s/it]
 83%|████████▎ | 8273/10000 [2:38:20<38:07,  1.32s/it]
 83%|████████▎ | 8274/10000 [2:38:21<37:02,  1.29s/it]
 83%|████████▎ | 8275/10000 [2:38:22<36:08,  1.26s/it]
 83%|████████▎ | 8276/10000 [2:38:24<35:07,  1.22s/it]
 83%|████████▎ | 8277/10000 [2:38:25<33:58,  1.18s/it]
 83%|████████▎ | 8278/10000 [2:38:26<33:04,  1.15s/it]
 83%|████████▎ | 8279/10000 [2:38:27<32:06,  1.12s/it]
 83%|████████▎ | 8280/10000 [2:38:28<31:10,  1.09s/it]
 83%|████████▎ | 8281/10000 [2:38:29<30:20,  1.06s/it]
 83%|████████▎ | 8282/10000 [2:38:30<29:29,  1.03s/it]
 83%|████████▎ | 8283/10000 [2:38:31<28:30,  1.00it/s]
 83%|████████▎ | 8284/10000 [2:38:32<27:42,  1.03it/s]
 83%|████████▎ | 8285/10000 [2:38:32<27:00,  1.06it/s]
 83%|████████▎ | 8286/10000 [2:38:33<26:17,  1.09it/s]
 83%|████████▎ | 8287/10000 [2:38:34<25:30,  1.12it/s]
 83%|████████▎ | 8288/10000 [2:38:35<24:52,  1.15it/s]
 83%|████████▎ | 8289/10000 [2:38:36<24:05,  1.18it/s]
 83%|████████▎ | 8290/10000 [2:38:37<23:19,  1.22it/s]
 83%|████████▎ | 8291/10000 [2:38:37<22:43,  1.25it/s]
 83%|████████▎ | 8292/10000 [2:38:38<22:02,  1.29it/s]
 83%|████████▎ | 8293/10000 [2:38:39<21:19,  1.33it/s]
 83%|████████▎ | 8294/10000 [2:38:39<20:41,  1.37it/s]
 83%|████████▎ | 8295/10000 [2:38:40<19:51,  1.43it/s]
 83%|████████▎ | 8296/10000 [2:38:41<19:02,  1.49it/s]
 83%|████████▎ | 8297/10000 [2:38:41<18:08,  1.56it/s]
 83%|████████▎ | 8298/10000 [2:38:42<17:18,  1.64it/s]
 83%|████████▎ | 8299/10000 [2:38:42<16:33,  1.71it/s]
 83%|████████▎ | 8300/10000 [2:38:43<15:38,  1.81it/s]
 83%|████████▎ | 8301/10000 [2:38:43<14:42,  1.93it/s]
 83%|████████▎ | 8302/10000 [2:38:44<13:45,  2.06it/s]
 83%|████████▎ | 8303/10000 [2:38:44<12:47,  2.21it/s]
 83%|████████▎ | 8304/10000 [2:38:44<11:55,  2.37it/s]
 83%|████████▎ | 8305/10000 [2:38:45<11:09,  2.53it/s]
 83%|████████▎ | 8306/10000 [2:38:45<10:38,  2.65it/s]
 83%|████████▎ | 8307/10000 [2:38:45<10:11,  2.77it/s]
 83%|████████▎ | 8308/10000 [2:38:47<25:43,  1.10it/s]
 83%|████████▎ | 8309/10000 [2:38:49<34:45,  1.23s/it]
 83%|████████▎ | 8310/10000 [2:38:51<40:04,  1.42s/it]
 83%|████████▎ | 8311/10000 [2:38:53<43:08,  1.53s/it]
 83%|████████▎ | 8312/10000 [2:38:55<44:40,  1.59s/it]
 83%|████████▎ | 8313/10000 [2:38:57<45:27,  1.62s/it]
 83%|████████▎ | 8314/10000 [2:38:58<45:29,  1.62s/it]
 83%|████████▎ | 8315/10000 [2:39:00<45:07,  1.61s/it]
 83%|████████▎ | 8316/10000 [2:39:01<44:24,  1.58s/it]
 83%|████████▎ | 8317/10000 [2:39:03<43:37,  1.56s/it]
 83%|████████▎ | 8318/10000 [2:39:04<42:37,  1.52s/it]
 83%|████████▎ | 8319/10000 [2:39:06<41:18,  1.47s/it]
 83%|████████▎ | 8320/10000 [2:39:07<40:11,  1.44s/it]
 83%|████████▎ | 8321/10000 [2:39:08<38:59,  1.39s/it]
 83%|████████▎ | 8322/10000 [2:39:09<37:58,  1.36s/it]
 83%|████████▎ | 8323/10000 [2:39:11<37:02,  1.33s/it]
 83%|████████▎ | 8324/10000 [2:39:12<36:01,  1.29s/it]
 83%|████████▎ | 8325/10000 [2:39:13<34:55,  1.25s/it]
 83%|████████▎ | 8326/10000 [2:39:14<34:01,  1.22s/it]
 83%|████████▎ | 8327/10000 [2:39:15<32:51,  1.18s/it]
 83%|████████▎ | 8328/10000 [2:39:16<31:55,  1.15s/it]
 83%|████████▎ | 8329/10000 [2:39:17<30:58,  1.11s/it]
 83%|████████▎ | 8330/10000 [2:39:18<30:01,  1.08s/it]
 83%|████████▎ | 8331/10000 [2:39:19<28:53,  1.04s/it]
 83%|████████▎ | 8332/10000 [2:39:20<28:06,  1.01s/it]
 83%|████████▎ | 8333/10000 [2:39:21<27:24,  1.01it/s]
 83%|████████▎ | 8334/10000 [2:39:22<26:44,  1.04it/s]
 83%|████████▎ | 8335/10000 [2:39:23<26:08,  1.06it/s]
 83%|████████▎ | 8336/10000 [2:39:24<25:31,  1.09it/s]
 83%|████████▎ | 8337/10000 [2:39:25<24:52,  1.11it/s]
 83%|████████▎ | 8338/10000 [2:39:26<24:11,  1.15it/s]
 83%|████████▎ | 8339/10000 [2:39:26<23:39,  1.17it/s]
 83%|████████▎ | 8340/10000 [2:39:27<23:05,  1.20it/s]
 83%|████████▎ | 8341/10000 [2:39:28<22:31,  1.23it/s]
 83%|████████▎ | 8342/10000 [2:39:29<22:02,  1.25it/s]
 83%|████████▎ | 8343/10000 [2:39:29<21:07,  1.31it/s]
 83%|████████▎ | 8344/10000 [2:39:30<20:21,  1.36it/s]
 83%|████████▎ | 8345/10000 [2:39:31<19:24,  1.42it/s]
 83%|████████▎ | 8346/10000 [2:39:31<18:33,  1.49it/s]
 83%|████████▎ | 8347/10000 [2:39:32<17:41,  1.56it/s]
 83%|████████▎ | 8348/10000 [2:39:32<16:47,  1.64it/s]
 83%|████████▎ | 8349/10000 [2:39:33<15:49,  1.74it/s]
 84%|████████▎ | 8350/10000 [2:39:33<14:57,  1.84it/s]
 84%|████████▎ | 8351/10000 [2:39:34<14:08,  1.94it/s]
 84%|████████▎ | 8352/10000 [2:39:34<13:13,  2.08it/s]
 84%|████████▎ | 8353/10000 [2:39:35<12:16,  2.24it/s]
 84%|████████▎ | 8354/10000 [2:39:35<11:26,  2.40it/s]
 84%|████████▎ | 8355/10000 [2:39:35<10:28,  2.62it/s]
 84%|████████▎ | 8356/10000 [2:39:36<10:02,  2.73it/s]
 84%|████████▎ | 8357/10000 [2:39:36<09:46,  2.80it/s]
 84%|████████▎ | 8358/10000 [2:39:38<25:11,  1.09it/s]
 84%|████████▎ | 8359/10000 [2:39:40<35:11,  1.29s/it]
 84%|████████▎ | 8360/10000 [2:39:42<40:26,  1.48s/it]
 84%|████████▎ | 8361/10000 [2:39:44<43:04,  1.58s/it]
 84%|████████▎ | 8362/10000 [2:39:46<44:13,  1.62s/it]
 84%|████████▎ | 8363/10000 [2:39:47<44:20,  1.63s/it]
 84%|████████▎ | 8364/10000 [2:39:49<43:58,  1.61s/it]
 84%|████████▎ | 8365/10000 [2:39:50<43:07,  1.58s/it]
 84%|████████▎ | 8366/10000 [2:39:52<42:12,  1.55s/it]
 84%|████████▎ | 8367/10000 [2:39:53<41:09,  1.51s/it]
 84%|████████▎ | 8368/10000 [2:39:55<39:52,  1.47s/it]
 84%|████████▎ | 8369/10000 [2:39:56<38:55,  1.43s/it]
 84%|████████▎ | 8370/10000 [2:39:57<38:57,  1.43s/it]
 84%|████████▎ | 8371/10000 [2:39:59<37:44,  1.39s/it]
 84%|████████▎ | 8372/10000 [2:40:00<36:29,  1.34s/it]
 84%|████████▎ | 8373/10000 [2:40:01<35:10,  1.30s/it]
 84%|████████▎ | 8374/10000 [2:40:02<34:22,  1.27s/it]
 84%|████████▍ | 8375/10000 [2:40:04<33:03,  1.22s/it]
 84%|████████▍ | 8376/10000 [2:40:05<31:51,  1.18s/it]
 84%|████████▍ | 8377/10000 [2:40:06<30:40,  1.13s/it]
 84%|████████▍ | 8378/10000 [2:40:07<29:44,  1.10s/it]
 84%|████████▍ | 8379/10000 [2:40:08<28:46,  1.06s/it]
 84%|████████▍ | 8380/10000 [2:40:09<28:06,  1.04s/it]
 84%|████████▍ | 8381/10000 [2:40:10<27:25,  1.02s/it]
 84%|████████▍ | 8382/10000 [2:40:10<26:33,  1.02it/s]
 84%|████████▍ | 8383/10000 [2:40:11<25:44,  1.05it/s]
 84%|████████▍ | 8384/10000 [2:40:12<25:02,  1.08it/s]
 84%|████████▍ | 8385/10000 [2:40:13<24:28,  1.10it/s]
 84%|████████▍ | 8386/10000 [2:40:14<23:50,  1.13it/s]
 84%|████████▍ | 8387/10000 [2:40:15<23:19,  1.15it/s]
 84%|████████▍ | 8388/10000 [2:40:16<22:41,  1.18it/s]
 84%|████████▍ | 8389/10000 [2:40:16<22:00,  1.22it/s]
 84%|████████▍ | 8390/10000 [2:40:17<21:26,  1.25it/s]
 84%|████████▍ | 8391/10000 [2:40:18<20:59,  1.28it/s]
 84%|████████▍ | 8392/10000 [2:40:19<20:23,  1.31it/s]
 84%|████████▍ | 8393/10000 [2:40:19<19:46,  1.35it/s]
 84%|████████▍ | 8394/10000 [2:40:20<18:58,  1.41it/s]
 84%|████████▍ | 8395/10000 [2:40:20<18:19,  1.46it/s]
 84%|████████▍ | 8396/10000 [2:40:21<17:30,  1.53it/s]
 84%|████████▍ | 8397/10000 [2:40:22<16:42,  1.60it/s]
 84%|████████▍ | 8398/10000 [2:40:22<15:57,  1.67it/s]
 84%|████████▍ | 8399/10000 [2:40:23<15:09,  1.76it/s]
 84%|████████▍ | 8400/10000 [2:40:23<14:19,  1.86it/s]
 84%|████████▍ | 8401/10000 [2:40:24<13:29,  1.98it/s]
 84%|████████▍ | 8402/10000 [2:40:24<12:38,  2.11it/s]
 84%|████████▍ | 8403/10000 [2:40:24<11:44,  2.27it/s]
 84%|████████▍ | 8404/10000 [2:40:25<10:56,  2.43it/s]
 84%|████████▍ | 8405/10000 [2:40:25<10:18,  2.58it/s]
 84%|████████▍ | 8406/10000 [2:40:25<09:44,  2.73it/s]
 84%|████████▍ | 8407/10000 [2:40:26<09:31,  2.79it/s]
 84%|████████▍ | 8408/10000 [2:40:28<25:03,  1.06it/s]
 84%|████████▍ | 8409/10000 [2:40:30<33:56,  1.28s/it]
 84%|████████▍ | 8410/10000 [2:40:32<39:01,  1.47s/it]
 84%|████████▍ | 8411/10000 [2:40:34<41:41,  1.57s/it]
 84%|████████▍ | 8412/10000 [2:40:35<42:52,  1.62s/it]
 84%|████████▍ | 8413/10000 [2:40:37<43:04,  1.63s/it]
 84%|████████▍ | 8414/10000 [2:40:39<42:46,  1.62s/it]
 84%|████████▍ | 8415/10000 [2:40:40<42:01,  1.59s/it]
 84%|████████▍ | 8416/10000 [2:40:42<41:11,  1.56s/it]
 84%|████████▍ | 8417/10000 [2:40:43<40:17,  1.53s/it]
 84%|████████▍ | 8418/10000 [2:40:45<39:12,  1.49s/it]
 84%|████████▍ | 8419/10000 [2:40:46<38:24,  1.46s/it]
 84%|████████▍ | 8420/10000 [2:40:47<37:29,  1.42s/it]
 84%|████████▍ | 8421/10000 [2:40:49<36:40,  1.39s/it]
 84%|████████▍ | 8422/10000 [2:40:50<35:52,  1.36s/it]
 84%|████████▍ | 8423/10000 [2:40:51<34:49,  1.32s/it]
 84%|████████▍ | 8424/10000 [2:40:52<33:43,  1.28s/it]
 84%|████████▍ | 8425/10000 [2:40:54<32:47,  1.25s/it]
 84%|████████▍ | 8426/10000 [2:40:55<31:43,  1.21s/it]
 84%|████████▍ | 8427/10000 [2:40:56<30:42,  1.17s/it]
 84%|████████▍ | 8428/10000 [2:40:57<29:42,  1.13s/it]
 84%|████████▍ | 8429/10000 [2:40:58<28:46,  1.10s/it]
 84%|████████▍ | 8430/10000 [2:40:59<27:59,  1.07s/it]
 84%|████████▍ | 8431/10000 [2:41:00<27:13,  1.04s/it]
 84%|████████▍ | 8432/10000 [2:41:01<26:33,  1.02s/it]
 84%|████████▍ | 8433/10000 [2:41:02<25:47,  1.01it/s]
 84%|████████▍ | 8434/10000 [2:41:03<25:10,  1.04it/s]
 84%|████████▍ | 8435/10000 [2:41:03<24:28,  1.07it/s]
 84%|████████▍ | 8436/10000 [2:41:04<24:02,  1.08it/s]
 84%|████████▍ | 8437/10000 [2:41:05<24:02,  1.08it/s]
 84%|████████▍ | 8438/10000 [2:41:06<23:10,  1.12it/s]
 84%|████████▍ | 8439/10000 [2:41:07<22:23,  1.16it/s]
 84%|████████▍ | 8440/10000 [2:41:08<21:37,  1.20it/s]
 84%|████████▍ | 8441/10000 [2:41:08<20:56,  1.24it/s]
 84%|████████▍ | 8442/10000 [2:41:09<20:21,  1.28it/s]
 84%|████████▍ | 8443/10000 [2:41:10<19:43,  1.32it/s]
 84%|████████▍ | 8444/10000 [2:41:10<19:01,  1.36it/s]
 84%|████████▍ | 8445/10000 [2:41:11<18:05,  1.43it/s]
 84%|████████▍ | 8446/10000 [2:41:12<17:12,  1.51it/s]
 84%|████████▍ | 8447/10000 [2:41:12<16:15,  1.59it/s]
 84%|████████▍ | 8448/10000 [2:41:13<15:24,  1.68it/s]
 84%|████████▍ | 8449/10000 [2:41:13<14:29,  1.78it/s]
 84%|████████▍ | 8450/10000 [2:41:14<13:32,  1.91it/s]
 85%|████████▍ | 8451/10000 [2:41:14<12:42,  2.03it/s]
 85%|████████▍ | 8452/10000 [2:41:14<11:50,  2.18it/s]
 85%|████████▍ | 8453/10000 [2:41:15<10:57,  2.35it/s]
 85%|████████▍ | 8454/10000 [2:41:15<10:13,  2.52it/s]
 85%|████████▍ | 8455/10000 [2:41:15<09:38,  2.67it/s]
 85%|████████▍ | 8456/10000 [2:41:16<09:13,  2.79it/s]
 85%|████████▍ | 8457/10000 [2:41:16<09:00,  2.86it/s]
 85%|████████▍ | 8458/10000 [2:41:18<24:04,  1.07it/s]
 85%|████████▍ | 8459/10000 [2:41:20<31:14,  1.22s/it]
 85%|████████▍ | 8460/10000 [2:41:22<34:33,  1.35s/it]
 85%|████████▍ | 8461/10000 [2:41:23<35:42,  1.39s/it]
 85%|████████▍ | 8462/10000 [2:41:25<35:37,  1.39s/it]
 85%|████████▍ | 8463/10000 [2:41:26<34:52,  1.36s/it]
 85%|████████▍ | 8464/10000 [2:41:27<33:50,  1.32s/it]
 85%|████████▍ | 8465/10000 [2:41:28<32:44,  1.28s/it]
 85%|████████▍ | 8466/10000 [2:41:30<31:14,  1.22s/it]
 85%|████████▍ | 8467/10000 [2:41:31<29:24,  1.15s/it]
 85%|████████▍ | 8468/10000 [2:41:32<27:43,  1.09s/it]
 85%|████████▍ | 8469/10000 [2:41:32<26:02,  1.02s/it]
 85%|████████▍ | 8470/10000 [2:41:33<24:33,  1.04it/s]
 85%|████████▍ | 8471/10000 [2:41:34<23:04,  1.10it/s]
 85%|████████▍ | 8472/10000 [2:41:35<21:36,  1.18it/s]
 85%|████████▍ | 8473/10000 [2:41:35<20:05,  1.27it/s]
 85%|████████▍ | 8474/10000 [2:41:36<18:08,  1.40it/s]
 85%|████████▍ | 8475/10000 [2:41:36<16:13,  1.57it/s]
 85%|████████▍ | 8476/10000 [2:41:37<14:13,  1.79it/s]
 85%|████████▍ | 8477/10000 [2:41:37<12:24,  2.04it/s]
 85%|████████▍ | 8478/10000 [2:41:37<10:31,  2.41it/s]
 85%|████████▍ | 8479/10000 [2:41:40<24:17,  1.04it/s]
 85%|████████▍ | 8480/10000 [2:41:42<32:32,  1.28s/it]
 85%|████████▍ | 8481/10000 [2:41:44<37:40,  1.49s/it]
 85%|████████▍ | 8482/10000 [2:41:45<40:02,  1.58s/it]
 85%|████████▍ | 8483/10000 [2:41:47<41:30,  1.64s/it]
 85%|████████▍ | 8484/10000 [2:41:49<41:31,  1.64s/it]
 85%|████████▍ | 8485/10000 [2:41:50<41:42,  1.65s/it]
 85%|████████▍ | 8486/10000 [2:41:52<40:54,  1.62s/it]
 85%|████████▍ | 8487/10000 [2:41:54<40:22,  1.60s/it]
 85%|████████▍ | 8488/10000 [2:41:55<39:22,  1.56s/it]
 85%|████████▍ | 8489/10000 [2:41:56<38:41,  1.54s/it]
 85%|████████▍ | 8490/10000 [2:41:58<37:41,  1.50s/it]
 85%|████████▍ | 8491/10000 [2:41:59<36:44,  1.46s/it]
 85%|████████▍ | 8492/10000 [2:42:01<35:34,  1.42s/it]
 85%|████████▍ | 8493/10000 [2:42:02<34:38,  1.38s/it]
 85%|████████▍ | 8494/10000 [2:42:03<33:32,  1.34s/it]
 85%|████████▍ | 8495/10000 [2:42:04<32:55,  1.31s/it]
 85%|████████▍ | 8496/10000 [2:42:06<32:04,  1.28s/it]
 85%|████████▍ | 8497/10000 [2:42:07<31:10,  1.24s/it]
 85%|████████▍ | 8498/10000 [2:42:08<29:58,  1.20s/it]
 85%|████████▍ | 8499/10000 [2:42:09<29:04,  1.16s/it]
 85%|████████▌ | 8500/10000 [2:42:10<28:01,  1.12s/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 = 2822
  Batch size = 12
{'eval_loss': 0.7933125495910645, 'eval_wer': 0.19461883408071748, 'eval_runtime': 92.9055, 'eval_samples_per_second': 30.375, 'eval_steps_per_second': 2.54, 'epoch': 16.99}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:42,  5.46it/s]

  1%|▏         | 3/236 [00:00<01:10,  3.28it/s]

  2%|▏         | 4/236 [00:01<01:12,  3.22it/s]

  2%|▏         | 5/236 [00:01<01:15,  3.06it/s]

  3%|▎         | 6/236 [00:01<01:18,  2.93it/s]

  3%|▎         | 7/236 [00:02<01:23,  2.74it/s]

  3%|▎         | 8/236 [00:02<01:28,  2.57it/s]

  4%|▍         | 9/236 [00:03<01:22,  2.74it/s]

  4%|▍         | 10/236 [00:03<01:24,  2.66it/s]

  5%|▍         | 11/236 [00:03<01:28,  2.54it/s]

  5%|▌         | 12/236 [00:04<01:23,  2.69it/s]

  6%|▌         | 13/236 [00:04<01:24,  2.63it/s]

  6%|▌         | 14/236 [00:05<01:26,  2.57it/s]

  6%|▋         | 15/236 [00:05<01:24,  2.62it/s]

  7%|▋         | 16/236 [00:05<01:28,  2.48it/s]

  7%|▋         | 17/236 [00:06<01:28,  2.48it/s]

  8%|▊         | 18/236 [00:06<01:29,  2.43it/s]

  8%|▊         | 19/236 [00:07<01:25,  2.55it/s]

  8%|▊         | 20/236 [00:07<01:31,  2.37it/s]

  9%|▉         | 21/236 [00:07<01:29,  2.42it/s]

  9%|▉         | 22/236 [00:08<01:28,  2.42it/s]

 10%|▉         | 23/236 [00:08<01:24,  2.53it/s]

 10%|█         | 24/236 [00:09<01:19,  2.66it/s]

 11%|█         | 25/236 [00:09<01:13,  2.88it/s]

 11%|█         | 26/236 [00:09<01:18,  2.68it/s]

 11%|█▏        | 27/236 [00:10<01:14,  2.80it/s]

 12%|█▏        | 28/236 [00:10<01:13,  2.82it/s]

 12%|█▏        | 29/236 [00:10<01:11,  2.91it/s]

 13%|█▎        | 30/236 [00:11<01:09,  2.98it/s]

 13%|█▎        | 31/236 [00:11<01:12,  2.82it/s]

 14%|█▎        | 32/236 [00:11<01:19,  2.55it/s]

 14%|█▍        | 33/236 [00:12<01:22,  2.46it/s]

 14%|█▍        | 34/236 [00:12<01:19,  2.53it/s]

 15%|█▍        | 35/236 [00:13<01:17,  2.58it/s]

 15%|█▌        | 36/236 [00:13<01:18,  2.55it/s]

 16%|█▌        | 37/236 [00:13<01:18,  2.52it/s]

 16%|█▌        | 38/236 [00:14<01:13,  2.70it/s]

 17%|█▋        | 39/236 [00:14<01:18,  2.50it/s]

 17%|█▋        | 40/236 [00:15<01:22,  2.37it/s]

 17%|█▋        | 41/236 [00:15<01:22,  2.36it/s]

 18%|█▊        | 42/236 [00:16<01:26,  2.24it/s]

 18%|█▊        | 43/236 [00:16<01:25,  2.26it/s]

 19%|█▊        | 44/236 [00:16<01:23,  2.29it/s]

 19%|█▉        | 45/236 [00:17<01:19,  2.41it/s]

 19%|█▉        | 46/236 [00:17<01:19,  2.38it/s]

 20%|█▉        | 47/236 [00:18<01:21,  2.31it/s]

 20%|██        | 48/236 [00:18<01:16,  2.46it/s]

 21%|██        | 49/236 [00:19<01:23,  2.23it/s]

 21%|██        | 50/236 [00:19<01:21,  2.27it/s]

 22%|██▏       | 51/236 [00:19<01:17,  2.38it/s]

 22%|██▏       | 52/236 [00:20<01:15,  2.44it/s]

 22%|██▏       | 53/236 [00:20<01:20,  2.27it/s]

 23%|██▎       | 54/236 [00:21<01:17,  2.35it/s]

 23%|██▎       | 55/236 [00:21<01:13,  2.45it/s]

 24%|██▎       | 56/236 [00:21<01:14,  2.41it/s]

 24%|██▍       | 57/236 [00:22<01:19,  2.26it/s]

 25%|██▍       | 58/236 [00:22<01:15,  2.37it/s]

 25%|██▌       | 59/236 [00:23<01:12,  2.43it/s]

 25%|██▌       | 60/236 [00:23<01:13,  2.39it/s]

 26%|██▌       | 61/236 [00:24<01:10,  2.49it/s]

 26%|██▋       | 62/236 [00:24<01:07,  2.60it/s]

 27%|██▋       | 63/236 [00:24<01:09,  2.50it/s]

 27%|██▋       | 64/236 [00:25<01:10,  2.45it/s]

 28%|██▊       | 65/236 [00:25<01:10,  2.44it/s]

 28%|██▊       | 66/236 [00:25<01:05,  2.60it/s]

 28%|██▊       | 67/236 [00:26<01:01,  2.76it/s]

 29%|██▉       | 68/236 [00:26<00:58,  2.85it/s]

 29%|██▉       | 69/236 [00:26<00:56,  2.95it/s]

 30%|██▉       | 70/236 [00:27<00:54,  3.04it/s]

 30%|███       | 71/236 [00:27<00:58,  2.80it/s]

 31%|███       | 72/236 [00:28<00:59,  2.77it/s]

 31%|███       | 73/236 [00:28<01:05,  2.48it/s]

 31%|███▏      | 74/236 [00:28<01:08,  2.37it/s]

 32%|███▏      | 75/236 [00:29<01:07,  2.39it/s]

 32%|███▏      | 76/236 [00:29<01:07,  2.37it/s]

 33%|███▎      | 77/236 [00:30<01:06,  2.41it/s]

 33%|███▎      | 78/236 [00:30<01:00,  2.60it/s]

 33%|███▎      | 79/236 [00:30<01:03,  2.47it/s]

 34%|███▍      | 80/236 [00:31<01:03,  2.45it/s]

 34%|███▍      | 81/236 [00:31<01:03,  2.46it/s]

 35%|███▍      | 82/236 [00:32<01:02,  2.45it/s]

 35%|███▌      | 83/236 [00:32<00:57,  2.65it/s]

 36%|███▌      | 84/236 [00:32<00:54,  2.78it/s]

 36%|███▌      | 85/236 [00:33<00:52,  2.89it/s]

 36%|███▋      | 86/236 [00:33<00:49,  3.04it/s]

 37%|███▋      | 87/236 [00:33<00:51,  2.89it/s]

 37%|███▋      | 88/236 [00:34<00:51,  2.90it/s]

 38%|███▊      | 89/236 [00:34<00:53,  2.74it/s]

 38%|███▊      | 90/236 [00:34<00:54,  2.70it/s]

 39%|███▊      | 91/236 [00:35<00:57,  2.53it/s]

 39%|███▉      | 92/236 [00:35<00:53,  2.71it/s]

 39%|███▉      | 93/236 [00:36<00:50,  2.83it/s]

 40%|███▉      | 94/236 [00:36<00:48,  2.95it/s]

 40%|████      | 95/236 [00:36<00:51,  2.74it/s]

 41%|████      | 96/236 [00:37<00:49,  2.81it/s]

 41%|████      | 97/236 [00:37<00:47,  2.94it/s]

 42%|████▏     | 98/236 [00:37<00:48,  2.83it/s]

 42%|████▏     | 99/236 [00:38<00:53,  2.54it/s]

 42%|████▏     | 100/236 [00:38<00:54,  2.52it/s]

 43%|████▎     | 101/236 [00:39<00:55,  2.44it/s]

 43%|████▎     | 102/236 [00:39<00:52,  2.56it/s]

 44%|████▎     | 103/236 [00:39<00:50,  2.64it/s]

 44%|████▍     | 104/236 [00:40<00:52,  2.49it/s]

 44%|████▍     | 105/236 [00:40<00:48,  2.68it/s]

 45%|████▍     | 106/236 [00:40<00:48,  2.67it/s]

 45%|████▌     | 107/236 [00:41<00:48,  2.67it/s]

 46%|████▌     | 108/236 [00:41<00:53,  2.41it/s]

 46%|████▌     | 109/236 [00:42<00:53,  2.36it/s]

 47%|████▋     | 110/236 [00:42<00:49,  2.57it/s]

 47%|████▋     | 111/236 [00:42<00:45,  2.73it/s]

 47%|████▋     | 112/236 [00:43<00:46,  2.66it/s]

 48%|████▊     | 113/236 [00:43<00:46,  2.66it/s]

 48%|████▊     | 114/236 [00:44<00:46,  2.60it/s]

 49%|████▊     | 115/236 [00:44<00:44,  2.70it/s]

 49%|████▉     | 116/236 [00:44<00:43,  2.75it/s]

 50%|████▉     | 117/236 [00:45<00:44,  2.65it/s]

 50%|█████     | 118/236 [00:45<00:43,  2.73it/s]

 50%|█████     | 119/236 [00:45<00:42,  2.76it/s]

 51%|█████     | 120/236 [00:46<00:40,  2.83it/s]

 51%|█████▏    | 121/236 [00:46<00:42,  2.72it/s]

 52%|█████▏    | 122/236 [00:47<00:43,  2.60it/s]

 52%|█████▏    | 123/236 [00:47<00:42,  2.68it/s]

 53%|█████▎    | 124/236 [00:47<00:42,  2.65it/s]

 53%|█████▎    | 125/236 [00:48<00:41,  2.69it/s]

 53%|█████▎    | 126/236 [00:48<00:39,  2.77it/s]

 54%|█████▍    | 127/236 [00:48<00:41,  2.64it/s]

 54%|█████▍    | 128/236 [00:49<00:41,  2.58it/s]

 55%|█████▍    | 129/236 [00:49<00:38,  2.76it/s]

 55%|█████▌    | 130/236 [00:49<00:37,  2.85it/s]

 56%|█████▌    | 131/236 [00:50<00:37,  2.79it/s]

 56%|█████▌    | 132/236 [00:50<00:35,  2.93it/s]

 56%|█████▋    | 133/236 [00:51<00:38,  2.69it/s]

 57%|█████▋    | 134/236 [00:51<00:38,  2.67it/s]

 57%|█████▋    | 135/236 [00:51<00:36,  2.75it/s]

 58%|█████▊    | 136/236 [00:52<00:38,  2.59it/s]

 58%|█████▊    | 137/236 [00:52<00:38,  2.59it/s]

 58%|█████▊    | 138/236 [00:53<00:38,  2.52it/s]

 59%|█████▉    | 139/236 [00:53<00:36,  2.69it/s]

 59%|█████▉    | 140/236 [00:53<00:34,  2.80it/s]

 60%|█████▉    | 141/236 [00:54<00:35,  2.64it/s]

 60%|██████    | 142/236 [00:54<00:36,  2.57it/s]

 61%|██████    | 143/236 [00:54<00:39,  2.38it/s]

 61%|██████    | 144/236 [00:55<00:37,  2.45it/s]

 61%|██████▏   | 145/236 [00:55<00:38,  2.39it/s]

 62%|██████▏   | 146/236 [00:56<00:36,  2.43it/s]

 62%|██████▏   | 147/236 [00:56<00:36,  2.44it/s]

 63%|██████▎   | 148/236 [00:56<00:35,  2.49it/s]

 63%|██████▎   | 149/236 [00:57<00:33,  2.60it/s]

 64%|██████▎   | 150/236 [00:57<00:31,  2.76it/s]

 64%|██████▍   | 151/236 [00:58<00:32,  2.65it/s]

 64%|██████▍   | 152/236 [00:58<00:30,  2.72it/s]

 65%|██████▍   | 153/236 [00:58<00:30,  2.69it/s]

 65%|██████▌   | 154/236 [00:59<00:30,  2.65it/s]

 66%|██████▌   | 155/236 [00:59<00:30,  2.68it/s]

 66%|██████▌   | 156/236 [01:00<00:32,  2.43it/s]

 67%|██████▋   | 157/236 [01:00<00:34,  2.29it/s]

 67%|██████▋   | 158/236 [01:00<00:33,  2.34it/s]

 67%|██████▋   | 159/236 [01:01<00:30,  2.56it/s]

 68%|██████▊   | 160/236 [01:01<00:29,  2.56it/s]

 68%|██████▊   | 161/236 [01:02<00:29,  2.57it/s]

 69%|██████▊   | 162/236 [01:02<00:26,  2.75it/s]

 69%|██████▉   | 163/236 [01:02<00:26,  2.80it/s]

 69%|██████▉   | 164/236 [01:02<00:24,  2.97it/s]

 70%|██████▉   | 165/236 [01:03<00:23,  3.06it/s]

 70%|███████   | 166/236 [01:03<00:23,  3.00it/s]

 71%|███████   | 167/236 [01:04<00:24,  2.82it/s]

 71%|███████   | 168/236 [01:04<00:24,  2.79it/s]

 72%|███████▏  | 169/236 [01:04<00:24,  2.76it/s]

 72%|███████▏  | 170/236 [01:05<00:27,  2.44it/s]

 72%|███████▏  | 171/236 [01:05<00:24,  2.68it/s]

 73%|███████▎  | 172/236 [01:05<00:23,  2.74it/s]

 73%|███████▎  | 173/236 [01:06<00:24,  2.55it/s]

 74%|███████▎  | 174/236 [01:06<00:26,  2.36it/s]

 74%|███████▍  | 175/236 [01:07<00:25,  2.44it/s]

 75%|███████▍  | 176/236 [01:07<00:24,  2.47it/s]

 75%|███████▌  | 177/236 [01:07<00:21,  2.72it/s]

 75%|███████▌  | 178/236 [01:08<00:21,  2.65it/s]

 76%|███████▌  | 179/236 [01:08<00:22,  2.59it/s]

 76%|███████▋  | 180/236 [01:09<00:21,  2.65it/s]

 77%|███████▋  | 181/236 [01:09<00:21,  2.51it/s]

 77%|███████▋  | 182/236 [01:09<00:21,  2.48it/s]

 78%|███████▊  | 183/236 [01:10<00:19,  2.66it/s]

 78%|███████▊  | 184/236 [01:10<00:20,  2.58it/s]

 78%|███████▊  | 185/236 [01:11<00:19,  2.60it/s]

 79%|███████▉  | 186/236 [01:11<00:20,  2.49it/s]

 79%|███████▉  | 187/236 [01:11<00:19,  2.56it/s]

 80%|███████▉  | 188/236 [01:12<00:18,  2.56it/s]

 80%|████████  | 189/236 [01:12<00:18,  2.59it/s]

 81%|████████  | 190/236 [01:13<00:19,  2.35it/s]

 81%|████████  | 191/236 [01:13<00:18,  2.45it/s]

 81%|████████▏ | 192/236 [01:13<00:16,  2.72it/s]

 82%|████████▏ | 193/236 [01:14<00:16,  2.55it/s]

 82%|████████▏ | 194/236 [01:14<00:17,  2.38it/s]

 83%|████████▎ | 195/236 [01:14<00:14,  2.80it/s]

 83%|████████▎ | 196/236 [01:15<00:13,  2.89it/s]

 83%|████████▎ | 197/236 [01:15<00:13,  2.92it/s]

 84%|████████▍ | 198/236 [01:16<00:14,  2.69it/s]

 84%|████████▍ | 199/236 [01:16<00:14,  2.60it/s]

 85%|████████▍ | 200/236 [01:16<00:13,  2.60it/s]

 85%|████████▌ | 201/236 [01:17<00:14,  2.40it/s]

 86%|████████▌ | 202/236 [01:17<00:14,  2.36it/s]

 86%|████████▌ | 203/236 [01:18<00:12,  2.61it/s]

 86%|████████▋ | 204/236 [01:18<00:11,  2.68it/s]

 87%|████████▋ | 205/236 [01:18<00:11,  2.61it/s]

 87%|████████▋ | 206/236 [01:19<00:10,  2.77it/s]

 88%|████████▊ | 207/236 [01:19<00:09,  3.03it/s]

 88%|████████▊ | 208/236 [01:19<00:09,  2.83it/s]

 89%|████████▊ | 209/236 [01:20<00:10,  2.67it/s]

 89%|████████▉ | 210/236 [01:20<00:10,  2.50it/s]

 89%|████████▉ | 211/236 [01:21<00:10,  2.35it/s]

 90%|████████▉ | 212/236 [01:21<00:09,  2.47it/s]

 90%|█████████ | 213/236 [01:21<00:08,  2.65it/s]

 91%|█████████ | 214/236 [01:22<00:08,  2.68it/s]

 91%|█████████ | 215/236 [01:22<00:07,  2.63it/s]

 92%|█████████▏| 216/236 [01:22<00:07,  2.78it/s]

 92%|█████████▏| 217/236 [01:23<00:07,  2.53it/s]

 92%|█████████▏| 218/236 [01:23<00:06,  2.81it/s]

 93%|█████████▎| 219/236 [01:23<00:05,  2.95it/s]

 93%|█████████▎| 220/236 [01:24<00:05,  2.71it/s]

 94%|█████████▎| 221/236 [01:24<00:05,  2.71it/s]

 94%|█████████▍| 222/236 [01:25<00:05,  2.51it/s]

 94%|█████████▍| 223/236 [01:25<00:05,  2.53it/s]

 95%|█████████▍| 224/236 [01:26<00:05,  2.35it/s]

 95%|█████████▌| 225/236 [01:26<00:04,  2.44it/s]

 96%|█████████▌| 226/236 [01:26<00:04,  2.43it/s]

 96%|█████████▌| 227/236 [01:27<00:03,  2.56it/s]

 97%|█████████▋| 228/236 [01:27<00:03,  2.61it/s]

 97%|█████████▋| 229/236 [01:27<00:02,  2.53it/s]

 97%|█████████▋| 230/236 [01:28<00:02,  2.66it/s]

 98%|█████████▊| 231/236 [01:28<00:01,  2.59it/s]

 98%|█████████▊| 232/236 [01:29<00:01,  2.57it/s]

 99%|█████████▊| 233/236 [01:29<00:01,  2.69it/s]

 99%|█████████▉| 234/236 [01:29<00:00,  2.93it/s]

100%|█████████▉| 235/236 [01:30<00:00,  2.75it/s]
                                                      

                                                 

 85%|████████▌ | 8500/10000 [2:43:42<28:01,  1.12s/it]

100%|██████████| 236/236 [01:31<00:00,  2.75it/s]

                                                 
 85%|████████▌ | 8501/10000 [2:43:43<11:57:54, 28.74s/it]
 85%|████████▌ | 8502/10000 [2:43:44<8:29:37, 20.41s/it] 
 85%|████████▌ | 8503/10000 [2:43:45<6:03:48, 14.58s/it]
 85%|████████▌ | 8504/10000 [2:43:46<4:21:26, 10.49s/it]
 85%|████████▌ | 8505/10000 [2:43:47<3:09:40,  7.61s/it]
 85%|████████▌ | 8506/10000 [2:43:48<2:19:20,  5.60s/it]
 85%|████████▌ | 8507/10000 [2:43:49<1:44:03,  4.18s/it]
 85%|████████▌ | 8508/10000 [2:43:50<1:19:21,  3.19s/it]
 85%|████████▌ | 8509/10000 [2:43:50<1:01:49,  2.49s/it]
 85%|████████▌ | 8510/10000 [2:43:51<49:19,  1.99s/it]  
 85%|████████▌ | 8511/10000 [2:43:52<40:28,  1.63s/it]
 85%|████████▌ | 8512/10000 [2:43:53<34:05,  1.37s/it]
 85%|████████▌ | 8513/10000 [2:43:54<29:19,  1.18s/it]
 85%|████████▌ | 8514/10000 [2:43:54<25:47,  1.04s/it]
 85%|████████▌ | 8515/10000 [2:43:55<23:09,  1.07it/s]
 85%|████████▌ | 8516/10000 [2:43:56<20:51,  1.19it/s]
 85%|████████▌ | 8517/10000 [2:43:56<19:03,  1.30it/s]
 85%|████████▌ | 8518/10000 [2:43:57<17:32,  1.41it/s]
 85%|████████▌ | 8519/10000 [2:43:57<16:11,  1.52it/s]
 85%|████████▌ | 8520/10000 [2:43:58<14:54,  1.65it/s]
 85%|████████▌ | 8521/10000 [2:43:58<13:44,  1.79it/s]
 85%|████████▌ | 8522/10000 [2:43:59<12:47,  1.93it/s]
 85%|████████▌ | 8523/10000 [2:43:59<12:00,  2.05it/s]
 85%|████████▌ | 8524/10000 [2:43:59<11:16,  2.18it/s]
 85%|████████▌ | 8525/10000 [2:44:00<10:23,  2.37it/s]
 85%|████████▌ | 8526/10000 [2:44:00<09:41,  2.53it/s]
 85%|████████▌ | 8527/10000 [2:44:00<09:10,  2.68it/s]
 85%|████████▌ | 8528/10000 [2:44:01<08:45,  2.80it/s]
 85%|████████▌ | 8529/10000 [2:44:03<22:34,  1.09it/s]
 85%|████████▌ | 8530/10000 [2:44:05<30:53,  1.26s/it]
 85%|████████▌ | 8531/10000 [2:44:07<35:42,  1.46s/it]
 85%|████████▌ | 8532/10000 [2:44:09<38:02,  1.55s/it]
 85%|████████▌ | 8533/10000 [2:44:10<39:29,  1.62s/it]
 85%|████████▌ | 8534/10000 [2:44:12<39:35,  1.62s/it]
 85%|████████▌ | 8535/10000 [2:44:14<39:28,  1.62s/it]
 85%|████████▌ | 8536/10000 [2:44:15<38:38,  1.58s/it]
 85%|████████▌ | 8537/10000 [2:44:17<38:00,  1.56s/it]
 85%|████████▌ | 8538/10000 [2:44:18<36:56,  1.52s/it]
 85%|████████▌ | 8539/10000 [2:44:20<36:08,  1.48s/it]
 85%|████████▌ | 8540/10000 [2:44:21<35:09,  1.45s/it]
 85%|████████▌ | 8541/10000 [2:44:22<34:27,  1.42s/it]
 85%|████████▌ | 8542/10000 [2:44:24<33:34,  1.38s/it]
 85%|████████▌ | 8543/10000 [2:44:25<32:38,  1.34s/it]
 85%|████████▌ | 8544/10000 [2:44:26<31:32,  1.30s/it]
 85%|████████▌ | 8545/10000 [2:44:27<30:52,  1.27s/it]
 85%|████████▌ | 8546/10000 [2:44:28<29:51,  1.23s/it]
 85%|████████▌ | 8547/10000 [2:44:29<29:03,  1.20s/it]
 85%|████████▌ | 8548/10000 [2:44:31<28:38,  1.18s/it]
 85%|████████▌ | 8549/10000 [2:44:32<28:34,  1.18s/it]
 86%|████████▌ | 8550/10000 [2:44:33<28:02,  1.16s/it]
 86%|████████▌ | 8551/10000 [2:44:34<27:46,  1.15s/it]
 86%|████████▌ | 8552/10000 [2:44:35<26:58,  1.12s/it]
 86%|████████▌ | 8553/10000 [2:44:36<25:48,  1.07s/it]
 86%|████████▌ | 8554/10000 [2:44:37<24:55,  1.03s/it]
 86%|████████▌ | 8555/10000 [2:44:38<24:07,  1.00s/it]
 86%|████████▌ | 8556/10000 [2:44:39<23:11,  1.04it/s]
 86%|████████▌ | 8557/10000 [2:44:40<22:36,  1.06it/s]
 86%|████████▌ | 8558/10000 [2:44:40<21:48,  1.10it/s]
 86%|████████▌ | 8559/10000 [2:44:41<21:13,  1.13it/s]
 86%|████████▌ | 8560/10000 [2:44:42<20:41,  1.16it/s]
 86%|████████▌ | 8561/10000 [2:44:43<20:11,  1.19it/s]
 86%|████████▌ | 8562/10000 [2:44:44<19:30,  1.23it/s]
 86%|████████▌ | 8563/10000 [2:44:44<18:55,  1.27it/s]
 86%|████████▌ | 8564/10000 [2:44:45<18:24,  1.30it/s]
 86%|████████▌ | 8565/10000 [2:44:46<17:41,  1.35it/s]
 86%|████████▌ | 8566/10000 [2:44:46<16:49,  1.42it/s]
 86%|████████▌ | 8567/10000 [2:44:47<16:02,  1.49it/s]
 86%|████████▌ | 8568/10000 [2:44:48<15:20,  1.56it/s]
 86%|████████▌ | 8569/10000 [2:44:48<14:37,  1.63it/s]
 86%|████████▌ | 8570/10000 [2:44:49<13:45,  1.73it/s]
 86%|████████▌ | 8571/10000 [2:44:49<12:57,  1.84it/s]
 86%|████████▌ | 8572/10000 [2:44:50<12:08,  1.96it/s]
 86%|████████▌ | 8573/10000 [2:44:50<11:26,  2.08it/s]
 86%|████████▌ | 8574/10000 [2:44:50<10:40,  2.23it/s]
 86%|████████▌ | 8575/10000 [2:44:51<10:02,  2.37it/s]
 86%|████████▌ | 8576/10000 [2:44:51<09:28,  2.51it/s]
 86%|████████▌ | 8577/10000 [2:44:51<09:12,  2.58it/s]
 86%|████████▌ | 8578/10000 [2:44:52<08:53,  2.66it/s]
 86%|████████▌ | 8579/10000 [2:44:54<23:00,  1.03it/s]
 86%|████████▌ | 8580/10000 [2:44:56<30:23,  1.28s/it]
 86%|████████▌ | 8581/10000 [2:44:58<35:03,  1.48s/it]
 86%|████████▌ | 8582/10000 [2:45:00<37:00,  1.57s/it]
 86%|████████▌ | 8583/10000 [2:45:02<38:15,  1.62s/it]
 86%|████████▌ | 8584/10000 [2:45:03<38:32,  1.63s/it]
 86%|████████▌ | 8585/10000 [2:45:05<38:36,  1.64s/it]
 86%|████████▌ | 8586/10000 [2:45:06<37:47,  1.60s/it]
 86%|████████▌ | 8587/10000 [2:45:08<36:50,  1.56s/it]
 86%|████████▌ | 8588/10000 [2:45:09<35:58,  1.53s/it]
 86%|████████▌ | 8589/10000 [2:45:11<35:22,  1.50s/it]
 86%|████████▌ | 8590/10000 [2:45:12<34:10,  1.45s/it]
 86%|████████▌ | 8591/10000 [2:45:13<33:24,  1.42s/it]
 86%|████████▌ | 8592/10000 [2:45:15<32:14,  1.37s/it]
 86%|████████▌ | 8593/10000 [2:45:16<31:21,  1.34s/it]
 86%|████████▌ | 8594/10000 [2:45:17<30:09,  1.29s/it]
 86%|████████▌ | 8595/10000 [2:45:18<29:22,  1.25s/it]
 86%|████████▌ | 8596/10000 [2:45:19<28:21,  1.21s/it]
 86%|████████▌ | 8597/10000 [2:45:21<27:39,  1.18s/it]
 86%|████████▌ | 8598/10000 [2:45:22<26:38,  1.14s/it]
 86%|████████▌ | 8599/10000 [2:45:23<26:03,  1.12s/it]
 86%|████████▌ | 8600/10000 [2:45:24<25:16,  1.08s/it]
 86%|████████▌ | 8601/10000 [2:45:25<24:43,  1.06s/it]
 86%|████████▌ | 8602/10000 [2:45:26<23:58,  1.03s/it]
 86%|████████▌ | 8603/10000 [2:45:27<23:33,  1.01s/it]
 86%|████████▌ | 8604/10000 [2:45:27<22:48,  1.02it/s]
 86%|████████▌ | 8605/10000 [2:45:28<22:20,  1.04it/s]
 86%|████████▌ | 8606/10000 [2:45:29<21:42,  1.07it/s]
 86%|████████▌ | 8607/10000 [2:45:30<21:24,  1.08it/s]
 86%|████████▌ | 8608/10000 [2:45:31<20:51,  1.11it/s]
 86%|████████▌ | 8609/10000 [2:45:32<20:25,  1.14it/s]
 86%|████████▌ | 8610/10000 [2:45:33<19:45,  1.17it/s]
 86%|████████▌ | 8611/10000 [2:45:33<19:12,  1.21it/s]
 86%|████████▌ | 8612/10000 [2:45:34<18:35,  1.24it/s]
 86%|████████▌ | 8613/10000 [2:45:35<18:04,  1.28it/s]
 86%|████████▌ | 8614/10000 [2:45:36<17:22,  1.33it/s]
 86%|████████▌ | 8615/10000 [2:45:36<16:54,  1.36it/s]
 86%|████████▌ | 8616/10000 [2:45:37<16:01,  1.44it/s]
 86%|████████▌ | 8617/10000 [2:45:37<15:21,  1.50it/s]
 86%|████████▌ | 8618/10000 [2:45:38<14:38,  1.57it/s]
 86%|████████▌ | 8619/10000 [2:45:39<13:57,  1.65it/s]
 86%|████████▌ | 8620/10000 [2:45:39<13:18,  1.73it/s]
 86%|████████▌ | 8621/10000 [2:45:40<12:36,  1.82it/s]
 86%|████████▌ | 8622/10000 [2:45:40<11:52,  1.93it/s]
 86%|████████▌ | 8623/10000 [2:45:40<11:17,  2.03it/s]
 86%|████████▌ | 8624/10000 [2:45:41<10:33,  2.17it/s]
 86%|████████▋ | 8625/10000 [2:45:41<09:53,  2.32it/s]
 86%|████████▋ | 8626/10000 [2:45:42<09:16,  2.47it/s]
 86%|████████▋ | 8627/10000 [2:45:42<08:47,  2.60it/s]
 86%|████████▋ | 8628/10000 [2:45:42<08:21,  2.74it/s]
 86%|████████▋ | 8629/10000 [2:45:45<21:46,  1.05it/s]
 86%|████████▋ | 8630/10000 [2:45:47<29:24,  1.29s/it]
 86%|████████▋ | 8631/10000 [2:45:49<34:13,  1.50s/it]
 86%|████████▋ | 8632/10000 [2:45:50<36:03,  1.58s/it]
 86%|████████▋ | 8633/10000 [2:45:52<37:05,  1.63s/it]
 86%|████████▋ | 8634/10000 [2:45:54<36:18,  1.59s/it]
 86%|████████▋ | 8635/10000 [2:45:55<36:22,  1.60s/it]
 86%|████████▋ | 8636/10000 [2:45:57<35:41,  1.57s/it]
 86%|████████▋ | 8637/10000 [2:45:58<35:03,  1.54s/it]
 86%|████████▋ | 8638/10000 [2:46:00<34:04,  1.50s/it]
 86%|████████▋ | 8639/10000 [2:46:01<33:24,  1.47s/it]
 86%|████████▋ | 8640/10000 [2:46:02<32:21,  1.43s/it]
 86%|████████▋ | 8641/10000 [2:46:04<31:46,  1.40s/it]
 86%|████████▋ | 8642/10000 [2:46:05<30:50,  1.36s/it]
 86%|████████▋ | 8643/10000 [2:46:06<29:58,  1.33s/it]
 86%|████████▋ | 8644/10000 [2:46:07<28:52,  1.28s/it]
 86%|████████▋ | 8645/10000 [2:46:09<28:14,  1.25s/it]
 86%|████████▋ | 8646/10000 [2:46:10<27:13,  1.21s/it]
 86%|████████▋ | 8647/10000 [2:46:11<26:32,  1.18s/it]
 86%|████████▋ | 8648/10000 [2:46:12<25:35,  1.14s/it]
 86%|████████▋ | 8649/10000 [2:46:13<25:00,  1.11s/it]
 86%|████████▋ | 8650/10000 [2:46:14<24:11,  1.07s/it]
 87%|████████▋ | 8651/10000 [2:46:15<23:38,  1.05s/it]
 87%|████████▋ | 8652/10000 [2:46:16<23:01,  1.02s/it]
 87%|████████▋ | 8653/10000 [2:46:17<22:28,  1.00s/it]
 87%|████████▋ | 8654/10000 [2:46:18<21:40,  1.04it/s]
 87%|████████▋ | 8655/10000 [2:46:19<21:12,  1.06it/s]
 87%|████████▋ | 8656/10000 [2:46:19<20:37,  1.09it/s]
 87%|████████▋ | 8657/10000 [2:46:20<20:19,  1.10it/s]
 87%|████████▋ | 8658/10000 [2:46:21<19:42,  1.13it/s]
 87%|████████▋ | 8659/10000 [2:46:22<19:22,  1.15it/s]
 87%|████████▋ | 8660/10000 [2:46:23<18:47,  1.19it/s]
 87%|████████▋ | 8661/10000 [2:46:23<18:19,  1.22it/s]
 87%|████████▋ | 8662/10000 [2:46:24<17:48,  1.25it/s]
 87%|████████▋ | 8663/10000 [2:46:25<17:20,  1.29it/s]
 87%|████████▋ | 8664/10000 [2:46:26<16:50,  1.32it/s]
 87%|████████▋ | 8665/10000 [2:46:26<16:30,  1.35it/s]
 87%|████████▋ | 8666/10000 [2:46:27<15:46,  1.41it/s]
 87%|████████▋ | 8667/10000 [2:46:28<15:11,  1.46it/s]
 87%|████████▋ | 8668/10000 [2:46:28<14:19,  1.55it/s]
 87%|████████▋ | 8669/10000 [2:46:29<13:38,  1.63it/s]
 87%|████████▋ | 8670/10000 [2:46:29<12:49,  1.73it/s]
 87%|████████▋ | 8671/10000 [2:46:30<12:09,  1.82it/s]
 87%|████████▋ | 8672/10000 [2:46:30<11:24,  1.94it/s]
 87%|████████▋ | 8673/10000 [2:46:31<10:40,  2.07it/s]
 87%|████████▋ | 8674/10000 [2:46:31<09:55,  2.23it/s]
 87%|████████▋ | 8675/10000 [2:46:31<09:15,  2.38it/s]
 87%|████████▋ | 8676/10000 [2:46:32<08:40,  2.54it/s]
 87%|████████▋ | 8677/10000 [2:46:32<08:17,  2.66it/s]
 87%|████████▋ | 8678/10000 [2:46:32<07:57,  2.77it/s]
 87%|████████▋ | 8679/10000 [2:46:35<20:48,  1.06it/s]
 87%|████████▋ | 8680/10000 [2:46:37<27:49,  1.26s/it]
 87%|████████▋ | 8681/10000 [2:46:39<32:19,  1.47s/it]
 87%|████████▋ | 8682/10000 [2:46:40<34:19,  1.56s/it]
 87%|████████▋ | 8683/10000 [2:46:42<35:23,  1.61s/it]
 87%|████████▋ | 8684/10000 [2:46:44<35:26,  1.62s/it]
 87%|████████▋ | 8685/10000 [2:46:45<35:49,  1.63s/it]
 87%|████████▋ | 8686/10000 [2:46:47<34:53,  1.59s/it]
 87%|████████▋ | 8687/10000 [2:46:48<34:09,  1.56s/it]
 87%|████████▋ | 8688/10000 [2:46:50<32:58,  1.51s/it]
 87%|████████▋ | 8689/10000 [2:46:51<32:08,  1.47s/it]
 87%|████████▋ | 8690/10000 [2:46:52<31:01,  1.42s/it]
 87%|████████▋ | 8691/10000 [2:46:54<30:22,  1.39s/it]
 87%|████████▋ | 8692/10000 [2:46:55<29:23,  1.35s/it]
 87%|████████▋ | 8693/10000 [2:46:56<28:33,  1.31s/it]
 87%|████████▋ | 8694/10000 [2:46:57<27:48,  1.28s/it]
 87%|████████▋ | 8695/10000 [2:46:59<27:30,  1.26s/it]
 87%|████████▋ | 8696/10000 [2:47:00<26:40,  1.23s/it]
 87%|████████▋ | 8697/10000 [2:47:01<25:59,  1.20s/it]
 87%|████████▋ | 8698/10000 [2:47:02<25:01,  1.15s/it]
 87%|████████▋ | 8699/10000 [2:47:03<24:23,  1.12s/it]
 87%|████████▋ | 8700/10000 [2:47:04<23:32,  1.09s/it]
 87%|████████▋ | 8701/10000 [2:47:05<22:55,  1.06s/it]
 87%|████████▋ | 8702/10000 [2:47:06<22:12,  1.03s/it]
 87%|████████▋ | 8703/10000 [2:47:07<21:35,  1.00it/s]
 87%|████████▋ | 8704/10000 [2:47:08<20:49,  1.04it/s]
 87%|████████▋ | 8705/10000 [2:47:09<20:19,  1.06it/s]
 87%|████████▋ | 8706/10000 [2:47:09<19:37,  1.10it/s]
 87%|████████▋ | 8707/10000 [2:47:10<19:09,  1.12it/s]
 87%|████████▋ | 8708/10000 [2:47:11<18:35,  1.16it/s]
 87%|████████▋ | 8709/10000 [2:47:12<18:14,  1.18it/s]
 87%|████████▋ | 8710/10000 [2:47:13<17:43,  1.21it/s]
 87%|████████▋ | 8711/10000 [2:47:13<17:25,  1.23it/s]
 87%|████████▋ | 8712/10000 [2:47:14<16:56,  1.27it/s]
 87%|████████▋ | 8713/10000 [2:47:15<16:41,  1.29it/s]
 87%|████████▋ | 8714/10000 [2:47:16<16:02,  1.34it/s]
 87%|████████▋ | 8715/10000 [2:47:16<15:25,  1.39it/s]
 87%|████████▋ | 8716/10000 [2:47:17<14:54,  1.44it/s]
 87%|████████▋ | 8717/10000 [2:47:18<14:21,  1.49it/s]
 87%|████████▋ | 8718/10000 [2:47:18<13:43,  1.56it/s]
 87%|████████▋ | 8719/10000 [2:47:19<14:08,  1.51it/s]
 87%|████████▋ | 8720/10000 [2:47:19<13:05,  1.63it/s]
 87%|████████▋ | 8721/10000 [2:47:20<12:00,  1.77it/s]
 87%|████████▋ | 8722/10000 [2:47:20<11:02,  1.93it/s]
 87%|████████▋ | 8723/10000 [2:47:21<10:09,  2.09it/s]
 87%|████████▋ | 8724/10000 [2:47:21<09:22,  2.27it/s]
 87%|████████▋ | 8725/10000 [2:47:21<08:53,  2.39it/s]
 87%|████████▋ | 8726/10000 [2:47:22<08:20,  2.54it/s]
 87%|████████▋ | 8727/10000 [2:47:22<08:00,  2.65it/s]
 87%|████████▋ | 8728/10000 [2:47:22<07:42,  2.75it/s]
 87%|████████▋ | 8729/10000 [2:47:25<21:42,  1.03s/it]
 87%|████████▋ | 8730/10000 [2:47:27<29:14,  1.38s/it]
 87%|████████▋ | 8731/10000 [2:47:29<34:12,  1.62s/it]
 87%|████████▋ | 8732/10000 [2:47:31<36:25,  1.72s/it]
 87%|████████▋ | 8733/10000 [2:47:33<37:43,  1.79s/it]
 87%|████████▋ | 8734/10000 [2:47:35<38:13,  1.81s/it]
 87%|████████▋ | 8735/10000 [2:47:37<38:06,  1.81s/it]
 87%|████████▋ | 8736/10000 [2:47:39<37:22,  1.77s/it]
 87%|████████▋ | 8737/10000 [2:47:40<36:43,  1.74s/it]
 87%|████████▋ | 8738/10000 [2:47:42<35:46,  1.70s/it]
 87%|████████▋ | 8739/10000 [2:47:43<35:11,  1.67s/it]
 87%|████████▋ | 8740/10000 [2:47:45<34:08,  1.63s/it]
 87%|████████▋ | 8741/10000 [2:47:46<33:17,  1.59s/it]
 87%|████████▋ | 8742/10000 [2:47:48<32:24,  1.55s/it]
 87%|████████▋ | 8743/10000 [2:47:49<31:48,  1.52s/it]
 87%|████████▋ | 8744/10000 [2:47:51<30:48,  1.47s/it]
 87%|████████▋ | 8745/10000 [2:47:52<30:00,  1.44s/it]
 87%|████████▋ | 8746/10000 [2:47:53<29:07,  1.39s/it]
 87%|████████▋ | 8747/10000 [2:47:55<29:01,  1.39s/it]
 87%|████████▋ | 8748/10000 [2:47:56<28:40,  1.37s/it]
 87%|████████▋ | 8749/10000 [2:47:57<27:34,  1.32s/it]
 88%|████████▊ | 8750/10000 [2:47:58<26:28,  1.27s/it]
 88%|████████▊ | 8751/10000 [2:48:00<25:36,  1.23s/it]
 88%|████████▊ | 8752/10000 [2:48:01<24:33,  1.18s/it]
 88%|████████▊ | 8753/10000 [2:48:02<23:53,  1.15s/it]
 88%|████████▊ | 8754/10000 [2:48:03<23:10,  1.12s/it]
 88%|████████▊ | 8755/10000 [2:48:04<22:29,  1.08s/it]
 88%|████████▊ | 8756/10000 [2:48:05<21:41,  1.05s/it]
 88%|████████▊ | 8757/10000 [2:48:06<21:15,  1.03s/it]
 88%|████████▊ | 8758/10000 [2:48:07<20:32,  1.01it/s]
 88%|████████▊ | 8759/10000 [2:48:07<19:58,  1.04it/s]
 88%|████████▊ | 8760/10000 [2:48:08<19:28,  1.06it/s]
 88%|████████▊ | 8761/10000 [2:48:09<19:04,  1.08it/s]
 88%|████████▊ | 8762/10000 [2:48:10<18:27,  1.12it/s]
 88%|████████▊ | 8763/10000 [2:48:11<18:09,  1.14it/s]
 88%|████████▊ | 8764/10000 [2:48:12<17:39,  1.17it/s]
 88%|████████▊ | 8765/10000 [2:48:12<16:58,  1.21it/s]
 88%|████████▊ | 8766/10000 [2:48:13<16:06,  1.28it/s]
 88%|████████▊ | 8767/10000 [2:48:14<15:27,  1.33it/s]
 88%|████████▊ | 8768/10000 [2:48:14<14:47,  1.39it/s]
 88%|████████▊ | 8769/10000 [2:48:15<14:06,  1.45it/s]
 88%|████████▊ | 8770/10000 [2:48:16<13:22,  1.53it/s]
 88%|████████▊ | 8771/10000 [2:48:16<12:37,  1.62it/s]
 88%|████████▊ | 8772/10000 [2:48:17<11:47,  1.74it/s]
 88%|████████▊ | 8773/10000 [2:48:17<11:04,  1.85it/s]
 88%|████████▊ | 8774/10000 [2:48:18<10:19,  1.98it/s]
 88%|████████▊ | 8775/10000 [2:48:18<09:40,  2.11it/s]
 88%|████████▊ | 8776/10000 [2:48:18<09:05,  2.24it/s]
 88%|████████▊ | 8777/10000 [2:48:19<08:40,  2.35it/s]
 88%|████████▊ | 8778/10000 [2:48:19<08:15,  2.47it/s]
 88%|████████▊ | 8779/10000 [2:48:22<20:45,  1.02s/it]
 88%|████████▊ | 8780/10000 [2:48:24<28:01,  1.38s/it]
 88%|████████▊ | 8781/10000 [2:48:26<32:33,  1.60s/it]
 88%|████████▊ | 8782/10000 [2:48:28<34:31,  1.70s/it]
 88%|████████▊ | 8783/10000 [2:48:30<35:25,  1.75s/it]
 88%|████████▊ | 8784/10000 [2:48:31<35:56,  1.77s/it]
 88%|████████▊ | 8785/10000 [2:48:33<35:56,  1.77s/it]
 88%|████████▊ | 8786/10000 [2:48:35<35:29,  1.75s/it]
 88%|████████▊ | 8787/10000 [2:48:37<34:51,  1.72s/it]
 88%|████████▊ | 8788/10000 [2:48:38<33:51,  1.68s/it]
 88%|████████▊ | 8789/10000 [2:48:40<32:23,  1.61s/it]
 88%|████████▊ | 8790/10000 [2:48:41<30:56,  1.53s/it]
 88%|████████▊ | 8791/10000 [2:48:42<29:45,  1.48s/it]
 88%|████████▊ | 8792/10000 [2:48:44<28:51,  1.43s/it]
 88%|████████▊ | 8793/10000 [2:48:45<27:58,  1.39s/it]
 88%|████████▊ | 8794/10000 [2:48:46<26:59,  1.34s/it]
 88%|████████▊ | 8795/10000 [2:48:47<26:11,  1.30s/it]
 88%|████████▊ | 8796/10000 [2:48:49<25:24,  1.27s/it]
 88%|████████▊ | 8797/10000 [2:48:50<24:32,  1.22s/it]
 88%|████████▊ | 8798/10000 [2:48:51<23:45,  1.19s/it]
 88%|████████▊ | 8799/10000 [2:48:52<23:04,  1.15s/it]
 88%|████████▊ | 8800/10000 [2:48:53<22:28,  1.12s/it]
 88%|████████▊ | 8801/10000 [2:48:54<21:52,  1.10s/it]
 88%|████████▊ | 8802/10000 [2:48:55<21:14,  1.06s/it]
 88%|████████▊ | 8803/10000 [2:48:56<20:38,  1.03s/it]
 88%|████████▊ | 8804/10000 [2:48:57<19:55,  1.00it/s]
 88%|████████▊ | 8805/10000 [2:48:58<19:15,  1.03it/s]
 88%|████████▊ | 8806/10000 [2:48:59<18:28,  1.08it/s]
 88%|████████▊ | 8807/10000 [2:48:59<18:00,  1.10it/s]
 88%|████████▊ | 8808/10000 [2:49:00<17:32,  1.13it/s]
 88%|████████▊ | 8809/10000 [2:49:01<17:06,  1.16it/s]
 88%|████████▊ | 8810/10000 [2:49:02<16:42,  1.19it/s]
 88%|████████▊ | 8811/10000 [2:49:03<16:18,  1.22it/s]
 88%|████████▊ | 8812/10000 [2:49:03<15:46,  1.25it/s]
 88%|████████▊ | 8813/10000 [2:49:04<15:19,  1.29it/s]
 88%|████████▊ | 8814/10000 [2:49:05<14:48,  1.33it/s]
 88%|████████▊ | 8815/10000 [2:49:05<14:31,  1.36it/s]
 88%|████████▊ | 8816/10000 [2:49:06<13:58,  1.41it/s]
 88%|████████▊ | 8817/10000 [2:49:07<13:23,  1.47it/s]
 88%|████████▊ | 8818/10000 [2:49:07<12:49,  1.54it/s]
 88%|████████▊ | 8819/10000 [2:49:08<12:07,  1.62it/s]
 88%|████████▊ | 8820/10000 [2:49:08<11:30,  1.71it/s]
 88%|████████▊ | 8821/10000 [2:49:09<10:51,  1.81it/s]
 88%|████████▊ | 8822/10000 [2:49:09<10:13,  1.92it/s]
 88%|████████▊ | 8823/10000 [2:49:10<09:40,  2.03it/s]
 88%|████████▊ | 8824/10000 [2:49:10<09:06,  2.15it/s]
 88%|████████▊ | 8825/10000 [2:49:10<08:30,  2.30it/s]
 88%|████████▊ | 8826/10000 [2:49:11<07:59,  2.45it/s]
 88%|████████▊ | 8827/10000 [2:49:11<07:38,  2.56it/s]
 88%|████████▊ | 8828/10000 [2:49:12<07:21,  2.66it/s]
 88%|████████▊ | 8829/10000 [2:49:14<18:52,  1.03it/s]
 88%|████████▊ | 8830/10000 [2:49:16<25:31,  1.31s/it]
 88%|████████▊ | 8831/10000 [2:49:18<29:23,  1.51s/it]
 88%|████████▊ | 8832/10000 [2:49:20<31:49,  1.64s/it]
 88%|████████▊ | 8833/10000 [2:49:22<32:38,  1.68s/it]
 88%|████████▊ | 8834/10000 [2:49:24<33:34,  1.73s/it]
 88%|████████▊ | 8835/10000 [2:49:25<33:47,  1.74s/it]
 88%|████████▊ | 8836/10000 [2:49:27<33:45,  1.74s/it]
 88%|████████▊ | 8837/10000 [2:49:29<33:15,  1.72s/it]
 88%|████████▊ | 8838/10000 [2:49:30<32:33,  1.68s/it]
 88%|████████▊ | 8839/10000 [2:49:32<31:50,  1.65s/it]
 88%|████████▊ | 8840/10000 [2:49:33<31:07,  1.61s/it]
 88%|████████▊ | 8841/10000 [2:49:35<30:27,  1.58s/it]
 88%|████████▊ | 8842/10000 [2:49:36<29:46,  1.54s/it]
 88%|████████▊ | 8843/10000 [2:49:38<29:01,  1.51s/it]
 88%|████████▊ | 8844/10000 [2:49:39<28:02,  1.46s/it]
 88%|████████▊ | 8845/10000 [2:49:40<27:18,  1.42s/it]
 88%|████████▊ | 8846/10000 [2:49:42<26:26,  1.37s/it]
 88%|████████▊ | 8847/10000 [2:49:43<25:17,  1.32s/it]
 88%|████████▊ | 8848/10000 [2:49:44<24:16,  1.26s/it]
 88%|████████▊ | 8849/10000 [2:49:45<23:23,  1.22s/it]
 88%|████████▊ | 8850/10000 [2:49:46<22:26,  1.17s/it]
 89%|████████▊ | 8851/10000 [2:49:47<21:44,  1.14s/it]
 89%|████████▊ | 8852/10000 [2:49:48<21:00,  1.10s/it]
 89%|████████▊ | 8853/10000 [2:49:49<20:24,  1.07s/it]
 89%|████████▊ | 8854/10000 [2:49:50<19:50,  1.04s/it]
 89%|████████▊ | 8855/10000 [2:49:51<19:09,  1.00s/it]
 89%|████████▊ | 8856/10000 [2:49:52<18:29,  1.03it/s]
 89%|████████▊ | 8857/10000 [2:49:53<17:55,  1.06it/s]
 89%|████████▊ | 8858/10000 [2:49:54<17:23,  1.09it/s]
 89%|████████▊ | 8859/10000 [2:49:55<16:55,  1.12it/s]
 89%|████████▊ | 8860/10000 [2:49:55<16:22,  1.16it/s]
 89%|████████▊ | 8861/10000 [2:49:56<15:52,  1.20it/s]
 89%|████████▊ | 8862/10000 [2:49:57<15:23,  1.23it/s]
 89%|████████▊ | 8863/10000 [2:49:58<14:47,  1.28it/s]
 89%|████████▊ | 8864/10000 [2:49:58<14:15,  1.33it/s]
 89%|████████▊ | 8865/10000 [2:49:59<13:44,  1.38it/s]
 89%|████████▊ | 8866/10000 [2:50:00<13:10,  1.43it/s]
 89%|████████▊ | 8867/10000 [2:50:00<12:37,  1.50it/s]
 89%|████████▊ | 8868/10000 [2:50:01<12:03,  1.56it/s]
 89%|████████▊ | 8869/10000 [2:50:01<11:30,  1.64it/s]
 89%|████████▊ | 8870/10000 [2:50:02<10:58,  1.72it/s]
 89%|████████▊ | 8871/10000 [2:50:02<10:30,  1.79it/s]
 89%|████████▊ | 8872/10000 [2:50:03<09:57,  1.89it/s]
 89%|████████▊ | 8873/10000 [2:50:03<09:18,  2.02it/s]
 89%|████████▊ | 8874/10000 [2:50:04<08:40,  2.16it/s]
 89%|████████▉ | 8875/10000 [2:50:04<08:07,  2.31it/s]
 89%|████████▉ | 8876/10000 [2:50:04<07:36,  2.46it/s]
 89%|████████▉ | 8877/10000 [2:50:05<07:13,  2.59it/s]
 89%|████████▉ | 8878/10000 [2:50:05<06:55,  2.70it/s]
 89%|████████▉ | 8879/10000 [2:50:07<17:46,  1.05it/s]
 89%|████████▉ | 8880/10000 [2:50:09<24:02,  1.29s/it]
 89%|████████▉ | 8881/10000 [2:50:11<27:36,  1.48s/it]
 89%|████████▉ | 8882/10000 [2:50:13<29:20,  1.57s/it]
 89%|████████▉ | 8883/10000 [2:50:15<30:08,  1.62s/it]
 89%|████████▉ | 8884/10000 [2:50:16<30:20,  1.63s/it]
 89%|████████▉ | 8885/10000 [2:50:18<30:13,  1.63s/it]
 89%|████████▉ | 8886/10000 [2:50:20<29:39,  1.60s/it]
 89%|████████▉ | 8887/10000 [2:50:21<29:09,  1.57s/it]
 89%|████████▉ | 8888/10000 [2:50:23<28:31,  1.54s/it]
 89%|████████▉ | 8889/10000 [2:50:24<27:41,  1.50s/it]
 89%|████████▉ | 8890/10000 [2:50:25<26:49,  1.45s/it]
 89%|████████▉ | 8891/10000 [2:50:27<26:04,  1.41s/it]
 89%|████████▉ | 8892/10000 [2:50:28<25:15,  1.37s/it]
 89%|████████▉ | 8893/10000 [2:50:29<24:32,  1.33s/it]
 89%|████████▉ | 8894/10000 [2:50:30<23:49,  1.29s/it]
 89%|████████▉ | 8895/10000 [2:50:32<23:11,  1.26s/it]
 89%|████████▉ | 8896/10000 [2:50:33<22:26,  1.22s/it]
 89%|████████▉ | 8897/10000 [2:50:34<21:47,  1.19s/it]
 89%|████████▉ | 8898/10000 [2:50:35<21:26,  1.17s/it]
 89%|████████▉ | 8899/10000 [2:50:36<20:43,  1.13s/it]
 89%|████████▉ | 8900/10000 [2:50:37<20:05,  1.10s/it]
 89%|████████▉ | 8901/10000 [2:50:38<19:22,  1.06s/it]
 89%|████████▉ | 8902/10000 [2:50:39<18:47,  1.03s/it]
 89%|████████▉ | 8903/10000 [2:50:40<18:13,  1.00it/s]
 89%|████████▉ | 8904/10000 [2:50:41<17:43,  1.03it/s]
 89%|████████▉ | 8905/10000 [2:50:42<17:16,  1.06it/s]
 89%|████████▉ | 8906/10000 [2:50:42<16:47,  1.09it/s]
 89%|████████▉ | 8907/10000 [2:50:43<16:22,  1.11it/s]
 89%|████████▉ | 8908/10000 [2:50:44<16:01,  1.14it/s]
 89%|████████▉ | 8909/10000 [2:50:45<15:35,  1.17it/s]
 89%|████████▉ | 8910/10000 [2:50:46<15:11,  1.20it/s]
 89%|████████▉ | 8911/10000 [2:50:47<14:45,  1.23it/s]
 89%|████████▉ | 8912/10000 [2:50:47<14:20,  1.26it/s]
 89%|████████▉ | 8913/10000 [2:50:48<13:52,  1.31it/s]
 89%|████████▉ | 8914/10000 [2:50:49<13:21,  1.36it/s]
 89%|████████▉ | 8915/10000 [2:50:49<13:03,  1.38it/s]
 89%|████████▉ | 8916/10000 [2:50:50<12:27,  1.45it/s]
 89%|████████▉ | 8917/10000 [2:50:51<12:17,  1.47it/s]
 89%|████████▉ | 8918/10000 [2:50:51<11:40,  1.54it/s]
 89%|████████▉ | 8919/10000 [2:50:52<11:06,  1.62it/s]
 89%|████████▉ | 8920/10000 [2:50:52<10:31,  1.71it/s]
 89%|████████▉ | 8921/10000 [2:50:53<09:55,  1.81it/s]
 89%|████████▉ | 8922/10000 [2:50:53<09:17,  1.93it/s]
 89%|████████▉ | 8923/10000 [2:50:54<08:41,  2.07it/s]
 89%|████████▉ | 8924/10000 [2:50:54<08:04,  2.22it/s]
 89%|████████▉ | 8925/10000 [2:50:54<07:31,  2.38it/s]
 89%|████████▉ | 8926/10000 [2:50:55<07:06,  2.52it/s]
 89%|████████▉ | 8927/10000 [2:50:55<06:44,  2.65it/s]
 89%|████████▉ | 8928/10000 [2:50:55<06:28,  2.76it/s]
 89%|████████▉ | 8929/10000 [2:50:57<16:13,  1.10it/s]
 89%|████████▉ | 8930/10000 [2:50:59<21:08,  1.19s/it]
 89%|████████▉ | 8931/10000 [2:51:01<23:34,  1.32s/it]
 89%|████████▉ | 8932/10000 [2:51:02<24:32,  1.38s/it]
 89%|████████▉ | 8933/10000 [2:51:04<24:42,  1.39s/it]
 89%|████████▉ | 8934/10000 [2:51:05<24:25,  1.37s/it]
 89%|████████▉ | 8935/10000 [2:51:06<23:29,  1.32s/it]
 89%|████████▉ | 8936/10000 [2:51:08<22:35,  1.27s/it]
 89%|████████▉ | 8937/10000 [2:51:09<21:35,  1.22s/it]
 89%|████████▉ | 8938/10000 [2:51:10<20:23,  1.15s/it]
 89%|████████▉ | 8939/10000 [2:51:11<19:18,  1.09s/it]
 89%|████████▉ | 8940/10000 [2:51:11<18:07,  1.03s/it]
 89%|████████▉ | 8941/10000 [2:51:12<17:02,  1.04it/s]
 89%|████████▉ | 8942/10000 [2:51:13<15:55,  1.11it/s]
 89%|████████▉ | 8943/10000 [2:51:14<14:55,  1.18it/s]
 89%|████████▉ | 8944/10000 [2:51:14<13:58,  1.26it/s]
 89%|████████▉ | 8945/10000 [2:51:15<12:52,  1.37it/s]
 89%|████████▉ | 8946/10000 [2:51:16<11:41,  1.50it/s]
 89%|████████▉ | 8947/10000 [2:51:16<10:28,  1.68it/s]
 89%|████████▉ | 8948/10000 [2:51:16<09:10,  1.91it/s]
 89%|████████▉ | 8949/10000 [2:51:17<07:44,  2.26it/s]
 90%|████████▉ | 8950/10000 [2:51:19<17:36,  1.01s/it]
 90%|████████▉ | 8951/10000 [2:51:21<22:38,  1.29s/it]
 90%|████████▉ | 8952/10000 [2:51:23<25:42,  1.47s/it]
 90%|████████▉ | 8953/10000 [2:51:25<27:27,  1.57s/it]
 90%|████████▉ | 8954/10000 [2:51:26<28:10,  1.62s/it]
 90%|████████▉ | 8955/10000 [2:51:28<28:21,  1.63s/it]
 90%|████████▉ | 8956/10000 [2:51:30<28:06,  1.62s/it]
 90%|████████▉ | 8957/10000 [2:51:31<27:18,  1.57s/it]
 90%|████████▉ | 8958/10000 [2:51:32<26:51,  1.55s/it]
 90%|████████▉ | 8959/10000 [2:51:34<26:15,  1.51s/it]
 90%|████████▉ | 8960/10000 [2:51:35<25:30,  1.47s/it]
 90%|████████▉ | 8961/10000 [2:51:37<24:50,  1.43s/it]
 90%|████████▉ | 8962/10000 [2:51:38<24:09,  1.40s/it]
 90%|████████▉ | 8963/10000 [2:51:39<23:25,  1.36s/it]
 90%|████████▉ | 8964/10000 [2:51:40<22:37,  1.31s/it]
 90%|████████▉ | 8965/10000 [2:51:42<21:55,  1.27s/it]
 90%|████████▉ | 8966/10000 [2:51:43<21:13,  1.23s/it]
 90%|████████▉ | 8967/10000 [2:51:44<20:36,  1.20s/it]
 90%|████████▉ | 8968/10000 [2:51:45<19:55,  1.16s/it]
 90%|████████▉ | 8969/10000 [2:51:46<19:13,  1.12s/it]
 90%|████████▉ | 8970/10000 [2:51:47<18:34,  1.08s/it]
 90%|████████▉ | 8971/10000 [2:51:48<17:59,  1.05s/it]
 90%|████████▉ | 8972/10000 [2:51:49<17:36,  1.03s/it]
 90%|████████▉ | 8973/10000 [2:51:50<16:58,  1.01it/s]
 90%|████████▉ | 8974/10000 [2:51:51<16:29,  1.04it/s]
 90%|████████▉ | 8975/10000 [2:51:52<16:05,  1.06it/s]
 90%|████████▉ | 8976/10000 [2:51:52<15:39,  1.09it/s]
 90%|████████▉ | 8977/10000 [2:51:53<15:17,  1.11it/s]
 90%|████████▉ | 8978/10000 [2:51:54<14:57,  1.14it/s]
 90%|████████▉ | 8979/10000 [2:51:55<14:33,  1.17it/s]
 90%|████████▉ | 8980/10000 [2:51:56<14:10,  1.20it/s]
 90%|████████▉ | 8981/10000 [2:51:56<13:49,  1.23it/s]
 90%|████████▉ | 8982/10000 [2:51:57<13:31,  1.25it/s]
 90%|████████▉ | 8983/10000 [2:51:58<13:07,  1.29it/s]
 90%|████████▉ | 8984/10000 [2:51:59<12:49,  1.32it/s]
 90%|████████▉ | 8985/10000 [2:51:59<12:28,  1.36it/s]
 90%|████████▉ | 8986/10000 [2:52:00<11:53,  1.42it/s]
 90%|████████▉ | 8987/10000 [2:52:01<11:21,  1.49it/s]
 90%|████████▉ | 8988/10000 [2:52:01<10:51,  1.55it/s]
 90%|████████▉ | 8989/10000 [2:52:02<10:22,  1.63it/s]
 90%|████████▉ | 8990/10000 [2:52:02<09:58,  1.69it/s]
 90%|████████▉ | 8991/10000 [2:52:03<09:31,  1.77it/s]
 90%|████████▉ | 8992/10000 [2:52:03<08:59,  1.87it/s]
 90%|████████▉ | 8993/10000 [2:52:04<08:27,  1.99it/s]
 90%|████████▉ | 8994/10000 [2:52:04<07:54,  2.12it/s]
 90%|████████▉ | 8995/10000 [2:52:04<07:24,  2.26it/s]
 90%|████████▉ | 8996/10000 [2:52:05<06:57,  2.40it/s]
 90%|████████▉ | 8997/10000 [2:52:05<06:37,  2.52it/s]
 90%|████████▉ | 8998/10000 [2:52:05<06:19,  2.64it/s]
 90%|████████▉ | 8999/10000 [2:52:06<06:04,  2.74it/s]
 90%|█████████ | 9000/10000 [2:52:08<15:55,  1.05it/s]
                                                      

 90%|█████████ | 9000/10000 [2:52:08<15:55,  1.05it/s]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 = 2822
  Batch size = 12
{'eval_loss': 0.801628589630127, 'eval_wer': 0.19151718983557547, 'eval_runtime': 92.1414, 'eval_samples_per_second': 30.627, 'eval_steps_per_second': 2.561, 'epoch': 18.05}
{'loss': 0.2285, 'learning_rate': 1.1155555555555556e-05, 'epoch': 19.11}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:44,  5.25it/s]

  1%|▏         | 3/236 [00:00<01:13,  3.15it/s]

  2%|▏         | 4/236 [00:01<01:14,  3.10it/s]

  2%|▏         | 5/236 [00:01<01:18,  2.96it/s]

  3%|▎         | 6/236 [00:01<01:21,  2.84it/s]

  3%|▎         | 7/236 [00:02<01:24,  2.72it/s]

  3%|▎         | 8/236 [00:02<01:25,  2.67it/s]

  4%|▍         | 9/236 [00:03<01:21,  2.79it/s]

  4%|▍         | 10/236 [00:03<01:25,  2.65it/s]

  5%|▍         | 11/236 [00:03<01:30,  2.49it/s]

  5%|▌         | 12/236 [00:04<01:25,  2.62it/s]

  6%|▌         | 13/236 [00:04<01:27,  2.55it/s]

  6%|▌         | 14/236 [00:05<01:30,  2.46it/s]

  6%|▋         | 15/236 [00:05<01:28,  2.51it/s]

  7%|▋         | 16/236 [00:05<01:32,  2.38it/s]

  7%|▋         | 17/236 [00:06<01:32,  2.38it/s]

  8%|▊         | 18/236 [00:06<01:33,  2.33it/s]

  8%|▊         | 19/236 [00:07<01:29,  2.42it/s]

  8%|▊         | 20/236 [00:07<01:36,  2.24it/s]

  9%|▉         | 21/236 [00:08<01:33,  2.30it/s]

  9%|▉         | 22/236 [00:08<01:34,  2.27it/s]

 10%|▉         | 23/236 [00:08<01:28,  2.40it/s]

 10%|█         | 24/236 [00:09<01:23,  2.53it/s]

 11%|█         | 25/236 [00:09<01:17,  2.71it/s]

 11%|█         | 26/236 [00:10<01:22,  2.54it/s]

 11%|█▏        | 27/236 [00:10<01:18,  2.68it/s]

 12%|█▏        | 28/236 [00:10<01:17,  2.68it/s]

 12%|█▏        | 29/236 [00:11<01:15,  2.72it/s]

 13%|█▎        | 30/236 [00:11<01:14,  2.77it/s]

 13%|█▎        | 31/236 [00:11<01:18,  2.61it/s]

 14%|█▎        | 32/236 [00:12<01:26,  2.37it/s]

 14%|█▍        | 33/236 [00:12<01:28,  2.30it/s]

 14%|█▍        | 34/236 [00:13<01:25,  2.38it/s]

 15%|█▍        | 35/236 [00:13<01:22,  2.43it/s]

 15%|█▌        | 36/236 [00:14<01:22,  2.41it/s]

 16%|█▌        | 37/236 [00:14<01:23,  2.39it/s]

 16%|█▌        | 38/236 [00:14<01:19,  2.50it/s]

 17%|█▋        | 39/236 [00:15<01:24,  2.32it/s]

 17%|█▋        | 40/236 [00:15<01:28,  2.23it/s]

 17%|█▋        | 41/236 [00:16<01:27,  2.23it/s]

 18%|█▊        | 42/236 [00:16<01:30,  2.15it/s]

 18%|█▊        | 43/236 [00:17<01:28,  2.17it/s]

 19%|█▊        | 44/236 [00:17<01:26,  2.22it/s]

 19%|█▉        | 45/236 [00:18<01:22,  2.31it/s]

 19%|█▉        | 46/236 [00:18<01:25,  2.22it/s]

 20%|█▉        | 47/236 [00:19<01:28,  2.13it/s]

 20%|██        | 48/236 [00:19<01:24,  2.23it/s]

 21%|██        | 49/236 [00:20<01:32,  2.02it/s]

 21%|██        | 50/236 [00:20<01:30,  2.04it/s]

 22%|██▏       | 51/236 [00:20<01:26,  2.14it/s]

 22%|██▏       | 52/236 [00:21<01:23,  2.20it/s]

 22%|██▏       | 53/236 [00:22<01:30,  2.02it/s]

 23%|██▎       | 54/236 [00:22<01:25,  2.12it/s]

 23%|██▎       | 55/236 [00:22<01:21,  2.23it/s]

 24%|██▎       | 56/236 [00:23<01:20,  2.23it/s]

 24%|██▍       | 57/236 [00:23<01:21,  2.20it/s]

 25%|██▍       | 58/236 [00:24<01:19,  2.24it/s]

 25%|██▌       | 59/236 [00:24<01:17,  2.29it/s]

 25%|██▌       | 60/236 [00:25<01:19,  2.21it/s]

 26%|██▌       | 61/236 [00:25<01:16,  2.28it/s]

 26%|██▋       | 62/236 [00:25<01:13,  2.37it/s]

 27%|██▋       | 63/236 [00:26<01:16,  2.27it/s]

 27%|██▋       | 64/236 [00:26<01:17,  2.22it/s]

 28%|██▊       | 65/236 [00:27<01:18,  2.18it/s]

 28%|██▊       | 66/236 [00:27<01:13,  2.31it/s]

 28%|██▊       | 67/236 [00:28<01:09,  2.43it/s]

 29%|██▉       | 68/236 [00:28<01:06,  2.51it/s]

 29%|██▉       | 69/236 [00:28<01:03,  2.62it/s]

 30%|██▉       | 70/236 [00:29<01:00,  2.75it/s]

 30%|███       | 71/236 [00:29<01:05,  2.51it/s]

 31%|███       | 72/236 [00:29<01:05,  2.49it/s]

 31%|███       | 73/236 [00:30<01:13,  2.21it/s]

 31%|███▏      | 74/236 [00:30<01:14,  2.18it/s]

 32%|███▏      | 75/236 [00:31<01:11,  2.25it/s]

 32%|███▏      | 76/236 [00:31<01:09,  2.29it/s]

 33%|███▎      | 77/236 [00:32<01:06,  2.38it/s]

 33%|███▎      | 78/236 [00:32<01:01,  2.57it/s]

 33%|███▎      | 79/236 [00:32<01:03,  2.46it/s]

 34%|███▍      | 80/236 [00:33<01:03,  2.45it/s]

 34%|███▍      | 81/236 [00:33<01:03,  2.45it/s]

 35%|███▍      | 82/236 [00:34<01:02,  2.47it/s]

 35%|███▌      | 83/236 [00:34<00:57,  2.66it/s]

 36%|███▌      | 84/236 [00:34<00:54,  2.80it/s]

 36%|███▌      | 85/236 [00:35<00:51,  2.92it/s]

 36%|███▋      | 86/236 [00:35<00:48,  3.07it/s]

 37%|███▋      | 87/236 [00:35<00:50,  2.93it/s]

 37%|███▋      | 88/236 [00:36<00:50,  2.95it/s]

 38%|███▊      | 89/236 [00:36<00:52,  2.78it/s]

 38%|███▊      | 90/236 [00:36<00:53,  2.73it/s]

 39%|███▊      | 91/236 [00:37<00:56,  2.56it/s]

 39%|███▉      | 92/236 [00:37<00:52,  2.75it/s]

 39%|███▉      | 93/236 [00:37<00:49,  2.88it/s]

 40%|███▉      | 94/236 [00:38<00:47,  3.00it/s]

 40%|████      | 95/236 [00:38<00:50,  2.79it/s]

 41%|████      | 96/236 [00:39<00:49,  2.85it/s]

 41%|████      | 97/236 [00:39<00:46,  2.98it/s]

 42%|████▏     | 98/236 [00:39<00:48,  2.86it/s]

 42%|████▏     | 99/236 [00:40<00:53,  2.57it/s]

 42%|████▏     | 100/236 [00:40<00:53,  2.55it/s]

 43%|████▎     | 101/236 [00:40<00:54,  2.48it/s]

 43%|████▎     | 102/236 [00:41<00:51,  2.61it/s]

 44%|████▎     | 103/236 [00:41<00:49,  2.71it/s]

 44%|████▍     | 104/236 [00:42<00:51,  2.57it/s]

 44%|████▍     | 105/236 [00:42<00:47,  2.75it/s]

 45%|████▍     | 106/236 [00:42<00:47,  2.72it/s]

 45%|████▌     | 107/236 [00:43<00:47,  2.71it/s]

 46%|████▌     | 108/236 [00:43<00:52,  2.45it/s]

 46%|████▌     | 109/236 [00:44<00:52,  2.40it/s]

 47%|████▋     | 110/236 [00:44<00:48,  2.60it/s]

 47%|████▋     | 111/236 [00:44<00:45,  2.75it/s]

 47%|████▋     | 112/236 [00:45<00:46,  2.69it/s]

 48%|████▊     | 113/236 [00:45<00:45,  2.68it/s]

 48%|████▊     | 114/236 [00:45<00:46,  2.61it/s]

 49%|████▊     | 115/236 [00:46<00:44,  2.73it/s]

 49%|████▉     | 116/236 [00:46<00:43,  2.77it/s]

 50%|████▉     | 117/236 [00:46<00:44,  2.65it/s]

 50%|█████     | 118/236 [00:47<00:42,  2.76it/s]

 50%|█████     | 119/236 [00:47<00:41,  2.82it/s]

 51%|█████     | 120/236 [00:47<00:40,  2.90it/s]

 51%|█████▏    | 121/236 [00:48<00:40,  2.81it/s]

 52%|█████▏    | 122/236 [00:48<00:43,  2.65it/s]

 52%|█████▏    | 123/236 [00:49<00:41,  2.73it/s]

 53%|█████▎    | 124/236 [00:49<00:41,  2.69it/s]

 53%|█████▎    | 125/236 [00:49<00:40,  2.71it/s]

 53%|█████▎    | 126/236 [00:50<00:39,  2.77it/s]

 54%|█████▍    | 127/236 [00:50<00:41,  2.65it/s]

 54%|█████▍    | 128/236 [00:51<00:41,  2.58it/s]

 55%|█████▍    | 129/236 [00:51<00:38,  2.77it/s]

 55%|█████▌    | 130/236 [00:51<00:36,  2.87it/s]

 56%|█████▌    | 131/236 [00:52<00:37,  2.78it/s]

 56%|█████▌    | 132/236 [00:52<00:35,  2.91it/s]

 56%|█████▋    | 133/236 [00:52<00:38,  2.66it/s]

 57%|█████▋    | 134/236 [00:53<00:38,  2.62it/s]

 57%|█████▋    | 135/236 [00:53<00:37,  2.70it/s]

 58%|█████▊    | 136/236 [00:53<00:39,  2.53it/s]

 58%|█████▊    | 137/236 [00:54<00:39,  2.53it/s]

 58%|█████▊    | 138/236 [00:54<00:39,  2.46it/s]

 59%|█████▉    | 139/236 [00:55<00:36,  2.63it/s]

 59%|█████▉    | 140/236 [00:55<00:35,  2.74it/s]

 60%|█████▉    | 141/236 [00:55<00:36,  2.61it/s]

 60%|██████    | 142/236 [00:56<00:37,  2.54it/s]

 61%|██████    | 143/236 [00:56<00:39,  2.35it/s]

 61%|██████    | 144/236 [00:57<00:37,  2.44it/s]

 61%|██████▏   | 145/236 [00:57<00:38,  2.38it/s]

 62%|██████▏   | 146/236 [00:58<00:36,  2.46it/s]

 62%|██████▏   | 147/236 [00:58<00:36,  2.44it/s]

 63%|██████▎   | 148/236 [00:58<00:35,  2.47it/s]

 63%|██████▎   | 149/236 [00:59<00:34,  2.55it/s]

 64%|██████▎   | 150/236 [00:59<00:31,  2.72it/s]

 64%|██████▍   | 151/236 [00:59<00:32,  2.63it/s]

 64%|██████▍   | 152/236 [01:00<00:31,  2.71it/s]

 65%|██████▍   | 153/236 [01:00<00:31,  2.66it/s]

 65%|██████▌   | 154/236 [01:01<00:31,  2.63it/s]

 66%|██████▌   | 155/236 [01:01<00:30,  2.65it/s]

 66%|██████▌   | 156/236 [01:01<00:33,  2.40it/s]

 67%|██████▋   | 157/236 [01:02<00:34,  2.27it/s]

 67%|██████▋   | 158/236 [01:02<00:33,  2.31it/s]

 67%|██████▋   | 159/236 [01:03<00:30,  2.52it/s]

 68%|██████▊   | 160/236 [01:03<00:30,  2.52it/s]

 68%|██████▊   | 161/236 [01:03<00:29,  2.54it/s]

 69%|██████▊   | 162/236 [01:04<00:27,  2.71it/s]

 69%|██████▉   | 163/236 [01:04<00:26,  2.76it/s]

 69%|██████▉   | 164/236 [01:04<00:24,  2.95it/s]

 70%|██████▉   | 165/236 [01:05<00:23,  3.03it/s]

 70%|███████   | 166/236 [01:05<00:23,  2.97it/s]

 71%|███████   | 167/236 [01:05<00:24,  2.80it/s]

 71%|███████   | 168/236 [01:06<00:24,  2.77it/s]

 72%|███████▏  | 169/236 [01:06<00:24,  2.73it/s]

 72%|███████▏  | 170/236 [01:07<00:27,  2.39it/s]

 72%|███████▏  | 171/236 [01:07<00:24,  2.61it/s]

 73%|███████▎  | 172/236 [01:07<00:23,  2.67it/s]

 73%|███████▎  | 173/236 [01:08<00:25,  2.51it/s]

 74%|███████▎  | 174/236 [01:08<00:26,  2.34it/s]

 74%|███████▍  | 175/236 [01:09<00:25,  2.42it/s]

 75%|███████▍  | 176/236 [01:09<00:24,  2.45it/s]

 75%|███████▌  | 177/236 [01:09<00:21,  2.69it/s]

 75%|███████▌  | 178/236 [01:10<00:22,  2.63it/s]

 76%|███████▌  | 179/236 [01:10<00:22,  2.56it/s]

 76%|███████▋  | 180/236 [01:11<00:21,  2.63it/s]

 77%|███████▋  | 181/236 [01:11<00:22,  2.47it/s]

 77%|███████▋  | 182/236 [01:11<00:22,  2.44it/s]

 78%|███████▊  | 183/236 [01:12<00:20,  2.63it/s]

 78%|███████▊  | 184/236 [01:12<00:20,  2.56it/s]

 78%|███████▊  | 185/236 [01:13<00:19,  2.59it/s]

 79%|███████▉  | 186/236 [01:13<00:20,  2.49it/s]

 79%|███████▉  | 187/236 [01:13<00:19,  2.55it/s]

 80%|███████▉  | 188/236 [01:14<00:18,  2.55it/s]

 80%|████████  | 189/236 [01:14<00:18,  2.57it/s]

 81%|████████  | 190/236 [01:15<00:19,  2.33it/s]

 81%|████████  | 191/236 [01:15<00:18,  2.43it/s]

 81%|████████▏ | 192/236 [01:15<00:16,  2.71it/s]

 82%|████████▏ | 193/236 [01:16<00:16,  2.56it/s]

 82%|████████▏ | 194/236 [01:16<00:17,  2.37it/s]

 83%|████████▎ | 195/236 [01:16<00:14,  2.79it/s]

 83%|████████▎ | 196/236 [01:17<00:13,  2.87it/s]

 83%|████████▎ | 197/236 [01:17<00:13,  2.89it/s]

 84%|████████▍ | 198/236 [01:18<00:14,  2.65it/s]

 84%|████████▍ | 199/236 [01:18<00:14,  2.57it/s]

 85%|████████▍ | 200/236 [01:18<00:14,  2.57it/s]

 85%|████████▌ | 201/236 [01:19<00:14,  2.39it/s]

 86%|████████▌ | 202/236 [01:19<00:14,  2.33it/s]

 86%|████████▌ | 203/236 [01:20<00:12,  2.60it/s]

 86%|████████▋ | 204/236 [01:20<00:12,  2.66it/s]

 87%|████████▋ | 205/236 [01:20<00:11,  2.61it/s]

 87%|████████▋ | 206/236 [01:21<00:10,  2.78it/s]

 88%|████████▊ | 207/236 [01:21<00:09,  3.03it/s]

 88%|████████▊ | 208/236 [01:21<00:10,  2.80it/s]

 89%|████████▊ | 209/236 [01:22<00:10,  2.63it/s]

 89%|████████▉ | 210/236 [01:22<00:10,  2.45it/s]

 89%|████████▉ | 211/236 [01:23<00:10,  2.29it/s]

 90%|████████▉ | 212/236 [01:23<00:09,  2.41it/s]

 90%|█████████ | 213/236 [01:23<00:08,  2.59it/s]

 91%|█████████ | 214/236 [01:24<00:08,  2.62it/s]

 91%|█████████ | 215/236 [01:24<00:08,  2.59it/s]

 92%|█████████▏| 216/236 [01:24<00:07,  2.74it/s]

 92%|█████████▏| 217/236 [01:25<00:07,  2.48it/s]

 92%|█████████▏| 218/236 [01:25<00:06,  2.76it/s]

 93%|█████████▎| 219/236 [01:26<00:05,  2.89it/s]

 93%|█████████▎| 220/236 [01:26<00:06,  2.65it/s]

 94%|█████████▎| 221/236 [01:26<00:05,  2.65it/s]

 94%|█████████▍| 222/236 [01:27<00:05,  2.45it/s]

 94%|█████████▍| 223/236 [01:27<00:05,  2.47it/s]

 95%|█████████▍| 224/236 [01:28<00:05,  2.31it/s]

 95%|█████████▌| 225/236 [01:28<00:04,  2.39it/s]

 96%|█████████▌| 226/236 [01:29<00:04,  2.40it/s]

 96%|█████████▌| 227/236 [01:29<00:03,  2.53it/s]

 97%|█████████▋| 228/236 [01:29<00:03,  2.58it/s]

 97%|█████████▋| 229/236 [01:30<00:02,  2.49it/s]

 97%|█████████▋| 230/236 [01:30<00:02,  2.62it/s]

 98%|█████████▊| 231/236 [01:30<00:01,  2.55it/s]

 98%|█████████▊| 232/236 [01:31<00:01,  2.54it/s]

 99%|█████████▊| 233/236 [01:31<00:01,  2.64it/s]

 99%|█████████▉| 234/236 [01:31<00:00,  2.88it/s]

100%|█████████▉| 235/236 [01:32<00:00,  2.71it/s]
                                                      

                                                 

 90%|█████████ | 9000/10000 [2:53:43<15:55,  1.05it/s]

100%|██████████| 236/236 [01:34<00:00,  2.71it/s]

                                                 Saving model checkpoint to experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-9000
Configuration saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-9000/config.json
Model weights saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-9000/pytorch_model.bin
Feature extractor saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-9000/preprocessor_config.json
Deleting older checkpoint [experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-8000] due to args.save_total_limit

 90%|█████████ | 9001/10000 [2:53:55<9:04:31, 32.70s/it]
 90%|█████████ | 9002/10000 [2:53:57<6:31:17, 23.52s/it]
 90%|█████████ | 9003/10000 [2:53:59<4:43:23, 17.06s/it]
 90%|█████████ | 9004/10000 [2:54:01<3:26:51, 12.46s/it]
 90%|█████████ | 9005/10000 [2:54:02<2:32:59,  9.23s/it]
 90%|█████████ | 9006/10000 [2:54:04<1:54:28,  6.91s/it]
 90%|█████████ | 9007/10000 [2:54:05<1:27:42,  5.30s/it]
 90%|█████████ | 9008/10000 [2:54:07<1:08:20,  4.13s/it]
 90%|█████████ | 9009/10000 [2:54:08<54:36,  3.31s/it]  
 90%|█████████ | 9010/10000 [2:54:10<44:46,  2.71s/it]
 90%|█████████ | 9011/10000 [2:54:11<37:43,  2.29s/it]
 90%|█████████ | 9012/10000 [2:54:12<32:39,  1.98s/it]
 90%|█████████ | 9013/10000 [2:54:13<28:50,  1.75s/it]
 90%|█████████ | 9014/10000 [2:54:15<26:01,  1.58s/it]
 90%|█████████ | 9015/10000 [2:54:16<23:49,  1.45s/it]
 90%|█████████ | 9016/10000 [2:54:17<22:08,  1.35s/it]
 90%|█████████ | 9017/10000 [2:54:18<20:48,  1.27s/it]
 90%|█████████ | 9018/10000 [2:54:19<19:40,  1.20s/it]
 90%|█████████ | 9019/10000 [2:54:20<18:43,  1.14s/it]
 90%|█████████ | 9020/10000 [2:54:21<17:54,  1.10s/it]
 90%|█████████ | 9021/10000 [2:54:22<17:16,  1.06s/it]
 90%|█████████ | 9022/10000 [2:54:23<16:40,  1.02s/it]
 90%|█████████ | 9023/10000 [2:54:24<16:08,  1.01it/s]
 90%|█████████ | 9024/10000 [2:54:25<15:40,  1.04it/s]
 90%|█████████ | 9025/10000 [2:54:25<15:07,  1.07it/s]
 90%|█████████ | 9026/10000 [2:54:26<14:51,  1.09it/s]
 90%|█████████ | 9027/10000 [2:54:27<14:28,  1.12it/s]
 90%|█████████ | 9028/10000 [2:54:28<14:05,  1.15it/s]
 90%|█████████ | 9029/10000 [2:54:29<13:46,  1.18it/s]
 90%|█████████ | 9030/10000 [2:54:30<13:23,  1.21it/s]
 90%|█████████ | 9031/10000 [2:54:30<13:03,  1.24it/s]
 90%|█████████ | 9032/10000 [2:54:31<12:35,  1.28it/s]
 90%|█████████ | 9033/10000 [2:54:32<12:15,  1.31it/s]
 90%|█████████ | 9034/10000 [2:54:32<11:53,  1.35it/s]
 90%|█████████ | 9035/10000 [2:54:33<11:34,  1.39it/s]
 90%|█████████ | 9036/10000 [2:54:34<11:22,  1.41it/s]
 90%|█████████ | 9037/10000 [2:54:34<10:50,  1.48it/s]
 90%|█████████ | 9038/10000 [2:54:35<10:27,  1.53it/s]
 90%|█████████ | 9039/10000 [2:54:36<09:59,  1.60it/s]
 90%|█████████ | 9040/10000 [2:54:36<09:51,  1.62it/s]
 90%|█████████ | 9041/10000 [2:54:37<09:13,  1.73it/s]
 90%|█████████ | 9042/10000 [2:54:37<08:40,  1.84it/s]
 90%|█████████ | 9043/10000 [2:54:38<08:03,  1.98it/s]
 90%|█████████ | 9044/10000 [2:54:38<07:30,  2.12it/s]
 90%|█████████ | 9045/10000 [2:54:38<06:55,  2.30it/s]
 90%|█████████ | 9046/10000 [2:54:39<06:23,  2.49it/s]
 90%|█████████ | 9047/10000 [2:54:39<05:57,  2.66it/s]
 90%|█████████ | 9048/10000 [2:54:39<05:40,  2.80it/s]
 90%|█████████ | 9049/10000 [2:54:40<05:26,  2.91it/s]
 90%|█████████ | 9050/10000 [2:54:42<14:12,  1.11it/s]
 91%|█████████ | 9051/10000 [2:54:44<19:23,  1.23s/it]
 91%|█████████ | 9052/10000 [2:54:46<22:35,  1.43s/it]
 91%|█████████ | 9053/10000 [2:54:47<24:00,  1.52s/it]
 91%|█████████ | 9054/10000 [2:54:49<24:42,  1.57s/it]
 91%|█████████ | 9055/10000 [2:54:51<24:41,  1.57s/it]
 91%|█████████ | 9056/10000 [2:54:52<24:41,  1.57s/it]
 91%|█████████ | 9057/10000 [2:54:54<24:07,  1.54s/it]
 91%|█████████ | 9058/10000 [2:54:55<23:42,  1.51s/it]
 91%|█████████ | 9059/10000 [2:54:57<23:08,  1.48s/it]
 91%|█████████ | 9060/10000 [2:54:58<22:24,  1.43s/it]
 91%|█████████ | 9061/10000 [2:54:59<22:05,  1.41s/it]
 91%|█████████ | 9062/10000 [2:55:00<21:12,  1.36s/it]
 91%|█████████ | 9063/10000 [2:55:02<20:44,  1.33s/it]
 91%|█████████ | 9064/10000 [2:55:03<20:09,  1.29s/it]
 91%|█████████ | 9065/10000 [2:55:04<19:41,  1.26s/it]
 91%|█████████ | 9066/10000 [2:55:05<18:58,  1.22s/it]
 91%|█████████ | 9067/10000 [2:55:06<19:10,  1.23s/it]
 91%|█████████ | 9068/10000 [2:55:08<18:35,  1.20s/it]
 91%|█████████ | 9069/10000 [2:55:09<18:07,  1.17s/it]
 91%|█████████ | 9070/10000 [2:55:10<17:22,  1.12s/it]
 91%|█████████ | 9071/10000 [2:55:11<16:47,  1.08s/it]
 91%|█████████ | 9072/10000 [2:55:12<16:09,  1.04s/it]
 91%|█████████ | 9073/10000 [2:55:13<15:47,  1.02s/it]
 91%|█████████ | 9074/10000 [2:55:14<15:17,  1.01it/s]
 91%|█████████ | 9075/10000 [2:55:14<14:59,  1.03it/s]
 91%|█████████ | 9076/10000 [2:55:15<14:23,  1.07it/s]
 91%|█████████ | 9077/10000 [2:55:16<13:59,  1.10it/s]
 91%|█████████ | 9078/10000 [2:55:17<13:30,  1.14it/s]
 91%|█████████ | 9079/10000 [2:55:18<13:10,  1.17it/s]
 91%|█████████ | 9080/10000 [2:55:19<12:45,  1.20it/s]
 91%|█████████ | 9081/10000 [2:55:19<12:27,  1.23it/s]
 91%|█████████ | 9082/10000 [2:55:20<12:03,  1.27it/s]
 91%|█████████ | 9083/10000 [2:55:21<11:46,  1.30it/s]
 91%|█████████ | 9084/10000 [2:55:21<11:20,  1.35it/s]
 91%|█████████ | 9085/10000 [2:55:22<11:00,  1.39it/s]
 91%|█████████ | 9086/10000 [2:55:23<10:43,  1.42it/s]
 91%|█████████ | 9087/10000 [2:55:23<10:16,  1.48it/s]
 91%|█████████ | 9088/10000 [2:55:24<09:49,  1.55it/s]
 91%|█████████ | 9089/10000 [2:55:25<09:26,  1.61it/s]
 91%|█████████ | 9090/10000 [2:55:25<09:05,  1.67it/s]
 91%|█████████ | 9091/10000 [2:55:26<08:32,  1.77it/s]
 91%|█████████ | 9092/10000 [2:55:26<08:19,  1.82it/s]
 91%|█████████ | 9093/10000 [2:55:27<07:40,  1.97it/s]
 91%|█████████ | 9094/10000 [2:55:27<07:31,  2.01it/s]
 91%|█████████ | 9095/10000 [2:55:27<06:54,  2.18it/s]
 91%|█████████ | 9096/10000 [2:55:28<06:20,  2.37it/s]
 91%|█████████ | 9097/10000 [2:55:28<05:48,  2.59it/s]
 91%|█████████ | 9098/10000 [2:55:28<05:24,  2.78it/s]
 91%|█████████ | 9099/10000 [2:55:29<05:08,  2.92it/s]
 91%|█████████ | 9100/10000 [2:55:31<13:05,  1.15it/s]
 91%|█████████ | 9101/10000 [2:55:33<17:57,  1.20s/it]
 91%|█████████ | 9102/10000 [2:55:34<20:44,  1.39s/it]
 91%|█████████ | 9103/10000 [2:55:36<22:03,  1.48s/it]
 91%|█████████ | 9104/10000 [2:55:38<22:40,  1.52s/it]
 91%|█████████ | 9105/10000 [2:55:39<22:45,  1.53s/it]
 91%|█████████ | 9106/10000 [2:55:41<22:35,  1.52s/it]
 91%|█████████ | 9107/10000 [2:55:42<22:13,  1.49s/it]
 91%|█████████ | 9108/10000 [2:55:44<21:38,  1.46s/it]
 91%|█████████ | 9109/10000 [2:55:45<21:05,  1.42s/it]
 91%|█████████ | 9110/10000 [2:55:46<20:32,  1.38s/it]
 91%|█████████ | 9111/10000 [2:55:48<20:15,  1.37s/it]
 91%|█████████ | 9112/10000 [2:55:49<19:54,  1.34s/it]
 91%|█████████ | 9113/10000 [2:55:50<19:24,  1.31s/it]
 91%|█████████ | 9114/10000 [2:55:51<18:52,  1.28s/it]
 91%|█████████ | 9115/10000 [2:55:52<18:14,  1.24s/it]
 91%|█████████ | 9116/10000 [2:55:54<17:36,  1.19s/it]
 91%|█████████ | 9117/10000 [2:55:55<17:01,  1.16s/it]
 91%|█████████ | 9118/10000 [2:55:56<16:26,  1.12s/it]
 91%|█████████ | 9119/10000 [2:55:57<15:53,  1.08s/it]
 91%|█████████ | 9120/10000 [2:55:58<15:29,  1.06s/it]
 91%|█████████ | 9121/10000 [2:55:59<15:03,  1.03s/it]
 91%|█████████ | 9122/10000 [2:56:00<14:34,  1.00it/s]
 91%|█████████ | 9123/10000 [2:56:00<14:11,  1.03it/s]
 91%|█████████ | 9124/10000 [2:56:01<13:41,  1.07it/s]
 91%|█████████▏| 9125/10000 [2:56:02<13:18,  1.10it/s]
 91%|█████████▏| 9126/10000 [2:56:03<12:57,  1.12it/s]
 91%|█████████▏| 9127/10000 [2:56:04<12:35,  1.16it/s]
 91%|█████████▏| 9128/10000 [2:56:05<12:21,  1.18it/s]
 91%|█████████▏| 9129/10000 [2:56:05<12:04,  1.20it/s]
 91%|█████████▏| 9130/10000 [2:56:06<11:46,  1.23it/s]
 91%|█████████▏| 9131/10000 [2:56:07<11:24,  1.27it/s]
 91%|█████████▏| 9132/10000 [2:56:08<11:04,  1.31it/s]
 91%|█████████▏| 9133/10000 [2:56:08<10:43,  1.35it/s]
 91%|█████████▏| 9134/10000 [2:56:09<10:20,  1.40it/s]
 91%|█████████▏| 9135/10000 [2:56:10<10:01,  1.44it/s]
 91%|█████████▏| 9136/10000 [2:56:10<09:33,  1.51it/s]
 91%|█████████▏| 9137/10000 [2:56:11<09:00,  1.60it/s]
 91%|█████████▏| 9138/10000 [2:56:11<08:35,  1.67it/s]
 91%|█████████▏| 9139/10000 [2:56:12<08:11,  1.75it/s]
 91%|█████████▏| 9140/10000 [2:56:12<07:42,  1.86it/s]
 91%|█████████▏| 9141/10000 [2:56:13<07:17,  1.96it/s]
 91%|█████████▏| 9142/10000 [2:56:13<06:53,  2.08it/s]
 91%|█████████▏| 9143/10000 [2:56:13<06:27,  2.21it/s]
 91%|█████████▏| 9144/10000 [2:56:14<06:03,  2.36it/s]
 91%|█████████▏| 9145/10000 [2:56:14<05:42,  2.50it/s]
 91%|█████████▏| 9146/10000 [2:56:15<05:25,  2.63it/s]
 91%|█████████▏| 9147/10000 [2:56:15<05:05,  2.79it/s]
 91%|█████████▏| 9148/10000 [2:56:15<04:49,  2.94it/s]
 91%|█████████▏| 9149/10000 [2:56:15<04:39,  3.05it/s]
 92%|█████████▏| 9150/10000 [2:56:18<12:28,  1.14it/s]
 92%|█████████▏| 9151/10000 [2:56:19<16:47,  1.19s/it]
 92%|█████████▏| 9152/10000 [2:56:21<19:24,  1.37s/it]
 92%|█████████▏| 9153/10000 [2:56:23<20:43,  1.47s/it]
 92%|█████████▏| 9154/10000 [2:56:25<21:35,  1.53s/it]
 92%|█████████▏| 9155/10000 [2:56:26<21:48,  1.55s/it]
 92%|█████████▏| 9156/10000 [2:56:28<21:53,  1.56s/it]
 92%|█████████▏| 9157/10000 [2:56:29<21:28,  1.53s/it]
 92%|█████████▏| 9158/10000 [2:56:31<21:09,  1.51s/it]
 92%|█████████▏| 9159/10000 [2:56:32<20:30,  1.46s/it]
 92%|█████████▏| 9160/10000 [2:56:33<20:03,  1.43s/it]
 92%|█████████▏| 9161/10000 [2:56:35<19:30,  1.40s/it]
 92%|█████████▏| 9162/10000 [2:56:36<19:10,  1.37s/it]
 92%|█████████▏| 9163/10000 [2:56:37<18:39,  1.34s/it]
 92%|█████████▏| 9164/10000 [2:56:39<18:17,  1.31s/it]
 92%|█████████▏| 9165/10000 [2:56:40<17:39,  1.27s/it]
 92%|█████████▏| 9166/10000 [2:56:41<17:14,  1.24s/it]
 92%|█████████▏| 9167/10000 [2:56:42<16:39,  1.20s/it]
 92%|█████████▏| 9168/10000 [2:56:43<16:14,  1.17s/it]
 92%|█████████▏| 9169/10000 [2:56:44<15:40,  1.13s/it]
 92%|█████████▏| 9170/10000 [2:56:45<15:17,  1.11s/it]
 92%|█████████▏| 9171/10000 [2:56:46<14:49,  1.07s/it]
 92%|█████████▏| 9172/10000 [2:56:47<14:27,  1.05s/it]
 92%|█████████▏| 9173/10000 [2:56:48<13:58,  1.01s/it]
 92%|█████████▏| 9174/10000 [2:56:49<13:37,  1.01it/s]
 92%|█████████▏| 9175/10000 [2:56:50<13:09,  1.05it/s]
 92%|█████████▏| 9176/10000 [2:56:51<12:49,  1.07it/s]
 92%|█████████▏| 9177/10000 [2:56:52<12:25,  1.10it/s]
 92%|█████████▏| 9178/10000 [2:56:53<12:10,  1.13it/s]
 92%|█████████▏| 9179/10000 [2:56:53<11:47,  1.16it/s]
 92%|█████████▏| 9180/10000 [2:56:54<11:25,  1.20it/s]
 92%|█████████▏| 9181/10000 [2:56:55<11:13,  1.22it/s]
 92%|█████████▏| 9182/10000 [2:56:56<10:53,  1.25it/s]
 92%|█████████▏| 9183/10000 [2:56:56<10:36,  1.28it/s]
 92%|█████████▏| 9184/10000 [2:56:57<10:15,  1.32it/s]
 92%|█████████▏| 9185/10000 [2:56:58<10:01,  1.36it/s]
 92%|█████████▏| 9186/10000 [2:56:58<09:41,  1.40it/s]
 92%|█████████▏| 9187/10000 [2:56:59<09:21,  1.45it/s]
 92%|█████████▏| 9188/10000 [2:57:00<08:53,  1.52it/s]
 92%|█████████▏| 9189/10000 [2:57:00<08:31,  1.58it/s]
 92%|█████████▏| 9190/10000 [2:57:01<08:03,  1.67it/s]
 92%|█████████▏| 9191/10000 [2:57:01<07:41,  1.75it/s]
 92%|█████████▏| 9192/10000 [2:57:02<07:13,  1.87it/s]
 92%|█████████▏| 9193/10000 [2:57:02<06:49,  1.97it/s]
 92%|█████████▏| 9194/10000 [2:57:03<06:22,  2.11it/s]
 92%|█████████▏| 9195/10000 [2:57:03<05:54,  2.27it/s]
 92%|█████████▏| 9196/10000 [2:57:03<05:27,  2.45it/s]
 92%|█████████▏| 9197/10000 [2:57:04<05:08,  2.61it/s]
 92%|█████████▏| 9198/10000 [2:57:04<04:49,  2.77it/s]
 92%|█████████▏| 9199/10000 [2:57:04<04:36,  2.89it/s]
 92%|█████████▏| 9200/10000 [2:57:06<11:32,  1.16it/s]
 92%|█████████▏| 9201/10000 [2:57:08<15:51,  1.19s/it]
 92%|█████████▏| 9202/10000 [2:57:10<18:12,  1.37s/it]
 92%|█████████▏| 9203/10000 [2:57:12<19:40,  1.48s/it]
 92%|█████████▏| 9204/10000 [2:57:13<20:12,  1.52s/it]
 92%|█████████▏| 9205/10000 [2:57:15<20:33,  1.55s/it]
 92%|█████████▏| 9206/10000 [2:57:17<20:31,  1.55s/it]
 92%|█████████▏| 9207/10000 [2:57:18<20:25,  1.55s/it]
 92%|█████████▏| 9208/10000 [2:57:20<19:59,  1.51s/it]
 92%|█████████▏| 9209/10000 [2:57:21<19:27,  1.48s/it]
 92%|█████████▏| 9210/10000 [2:57:22<18:53,  1.44s/it]
 92%|█████████▏| 9211/10000 [2:57:24<18:28,  1.40s/it]
 92%|█████████▏| 9212/10000 [2:57:25<17:59,  1.37s/it]
 92%|█████████▏| 9213/10000 [2:57:26<17:35,  1.34s/it]
 92%|█████████▏| 9214/10000 [2:57:27<17:07,  1.31s/it]
 92%|█████████▏| 9215/10000 [2:57:29<16:31,  1.26s/it]
 92%|█████████▏| 9216/10000 [2:57:30<16:00,  1.23s/it]
 92%|█████████▏| 9217/10000 [2:57:31<15:32,  1.19s/it]
 92%|█████████▏| 9218/10000 [2:57:32<15:05,  1.16s/it]
 92%|█████████▏| 9219/10000 [2:57:33<14:47,  1.14s/it]
 92%|█████████▏| 9220/10000 [2:57:34<14:17,  1.10s/it]
 92%|█████████▏| 9221/10000 [2:57:35<13:45,  1.06s/it]
 92%|█████████▏| 9222/10000 [2:57:36<13:19,  1.03s/it]
 92%|█████████▏| 9223/10000 [2:57:37<12:53,  1.00it/s]
 92%|█████████▏| 9224/10000 [2:57:38<12:30,  1.03it/s]
 92%|█████████▏| 9225/10000 [2:57:39<12:03,  1.07it/s]
 92%|█████████▏| 9226/10000 [2:57:39<11:45,  1.10it/s]
 92%|█████████▏| 9227/10000 [2:57:40<11:31,  1.12it/s]
 92%|█████████▏| 9228/10000 [2:57:41<11:18,  1.14it/s]
 92%|█████████▏| 9229/10000 [2:57:42<11:03,  1.16it/s]
 92%|█████████▏| 9230/10000 [2:57:43<10:50,  1.18it/s]
 92%|█████████▏| 9231/10000 [2:57:43<10:31,  1.22it/s]
 92%|█████████▏| 9232/10000 [2:57:44<10:11,  1.26it/s]
 92%|█████████▏| 9233/10000 [2:57:45<09:44,  1.31it/s]
 92%|█████████▏| 9234/10000 [2:57:46<09:26,  1.35it/s]
 92%|█████████▏| 9235/10000 [2:57:46<09:07,  1.40it/s]
 92%|█████████▏| 9236/10000 [2:57:47<08:52,  1.43it/s]
 92%|█████████▏| 9237/10000 [2:57:48<08:26,  1.51it/s]
 92%|█████████▏| 9238/10000 [2:57:48<07:59,  1.59it/s]
 92%|█████████▏| 9239/10000 [2:57:49<07:34,  1.67it/s]
 92%|█████████▏| 9240/10000 [2:57:49<07:14,  1.75it/s]
 92%|█████████▏| 9241/10000 [2:57:50<06:48,  1.86it/s]
 92%|█████████▏| 9242/10000 [2:57:50<06:25,  1.97it/s]
 92%|█████████▏| 9243/10000 [2:57:50<06:01,  2.10it/s]
 92%|█████████▏| 9244/10000 [2:57:51<05:38,  2.23it/s]
 92%|█████████▏| 9245/10000 [2:57:51<05:15,  2.39it/s]
 92%|█████████▏| 9246/10000 [2:57:51<04:58,  2.53it/s]
 92%|█████████▏| 9247/10000 [2:57:52<04:39,  2.69it/s]
 92%|█████████▏| 9248/10000 [2:57:52<04:27,  2.81it/s]
 92%|█████████▏| 9249/10000 [2:57:52<04:19,  2.89it/s]
 92%|█████████▎| 9250/10000 [2:57:55<11:09,  1.12it/s]
 93%|█████████▎| 9251/10000 [2:57:56<14:52,  1.19s/it]
 93%|█████████▎| 9252/10000 [2:57:58<17:13,  1.38s/it]
 93%|█████████▎| 9253/10000 [2:58:00<18:14,  1.46s/it]
 93%|█████████▎| 9254/10000 [2:58:02<18:53,  1.52s/it]
 93%|█████████▎| 9255/10000 [2:58:03<19:03,  1.53s/it]
 93%|█████████▎| 9256/10000 [2:58:05<19:12,  1.55s/it]
 93%|█████████▎| 9257/10000 [2:58:06<18:53,  1.53s/it]
 93%|█████████▎| 9258/10000 [2:58:08<18:36,  1.51s/it]
 93%|█████████▎| 9259/10000 [2:58:09<18:05,  1.46s/it]
 93%|█████████▎| 9260/10000 [2:58:10<17:43,  1.44s/it]
 93%|█████████▎| 9261/10000 [2:58:12<17:09,  1.39s/it]
 93%|█████████▎| 9262/10000 [2:58:13<16:48,  1.37s/it]
 93%|█████████▎| 9263/10000 [2:58:14<16:22,  1.33s/it]
 93%|█████████▎| 9264/10000 [2:58:16<16:03,  1.31s/it]
 93%|█████████▎| 9265/10000 [2:58:17<15:31,  1.27s/it]
 93%|█████████▎| 9266/10000 [2:58:18<15:12,  1.24s/it]
 93%|█████████▎| 9267/10000 [2:58:19<14:46,  1.21s/it]
 93%|█████████▎| 9268/10000 [2:58:20<14:26,  1.18s/it]
 93%|█████████▎| 9269/10000 [2:58:21<13:56,  1.14s/it]
 93%|█████████▎| 9270/10000 [2:58:22<13:24,  1.10s/it]
 93%|█████████▎| 9271/10000 [2:58:23<13:08,  1.08s/it]
 93%|█████████▎| 9272/10000 [2:58:24<12:41,  1.05s/it]
 93%|█████████▎| 9273/10000 [2:58:25<12:25,  1.02s/it]
 93%|█████████▎| 9274/10000 [2:58:26<12:04,  1.00it/s]
 93%|█████████▎| 9275/10000 [2:58:27<11:51,  1.02it/s]
 93%|█████████▎| 9276/10000 [2:58:28<11:28,  1.05it/s]
 93%|█████████▎| 9277/10000 [2:58:29<11:13,  1.07it/s]
 93%|█████████▎| 9278/10000 [2:58:30<10:52,  1.11it/s]
 93%|█████████▎| 9279/10000 [2:58:31<10:40,  1.13it/s]
 93%|█████████▎| 9280/10000 [2:58:31<10:21,  1.16it/s]
 93%|█████████▎| 9281/10000 [2:58:32<10:06,  1.18it/s]
 93%|█████████▎| 9282/10000 [2:58:33<09:47,  1.22it/s]
 93%|█████████▎| 9283/10000 [2:58:34<09:34,  1.25it/s]
 93%|█████████▎| 9284/10000 [2:58:34<09:15,  1.29it/s]
 93%|█████████▎| 9285/10000 [2:58:35<08:59,  1.32it/s]
 93%|█████████▎| 9286/10000 [2:58:36<08:40,  1.37it/s]
 93%|█████████▎| 9287/10000 [2:58:36<08:28,  1.40it/s]
 93%|█████████▎| 9288/10000 [2:58:37<08:05,  1.47it/s]
 93%|█████████▎| 9289/10000 [2:58:38<07:47,  1.52it/s]
 93%|█████████▎| 9290/10000 [2:58:38<07:26,  1.59it/s]
 93%|█████████▎| 9291/10000 [2:58:39<07:07,  1.66it/s]
 93%|█████████▎| 9292/10000 [2:58:39<06:40,  1.77it/s]
 93%|█████████▎| 9293/10000 [2:58:40<06:17,  1.87it/s]
 93%|█████████▎| 9294/10000 [2:58:40<05:49,  2.02it/s]
 93%|█████████▎| 9295/10000 [2:58:40<05:22,  2.18it/s]
 93%|█████████▎| 9296/10000 [2:58:41<04:55,  2.38it/s]
 93%|█████████▎| 9297/10000 [2:58:41<04:35,  2.56it/s]
 93%|█████████▎| 9298/10000 [2:58:41<04:17,  2.73it/s]
 93%|█████████▎| 9299/10000 [2:58:42<04:05,  2.86it/s]
 93%|█████████▎| 9300/10000 [2:58:44<10:14,  1.14it/s]
 93%|█████████▎| 9301/10000 [2:58:46<14:08,  1.21s/it]
 93%|█████████▎| 9302/10000 [2:58:48<16:30,  1.42s/it]
 93%|█████████▎| 9303/10000 [2:58:49<17:31,  1.51s/it]
 93%|█████████▎| 9304/10000 [2:58:51<18:02,  1.55s/it]
 93%|█████████▎| 9305/10000 [2:58:53<18:03,  1.56s/it]
 93%|█████████▎| 9306/10000 [2:58:54<17:57,  1.55s/it]
 93%|█████████▎| 9307/10000 [2:58:56<17:31,  1.52s/it]
 93%|█████████▎| 9308/10000 [2:58:57<17:13,  1.49s/it]
 93%|█████████▎| 9309/10000 [2:58:58<16:50,  1.46s/it]
 93%|█████████▎| 9310/10000 [2:59:00<16:18,  1.42s/it]
 93%|█████████▎| 9311/10000 [2:59:01<15:49,  1.38s/it]
 93%|█████████▎| 9312/10000 [2:59:02<15:28,  1.35s/it]
 93%|█████████▎| 9313/10000 [2:59:04<14:54,  1.30s/it]
 93%|█████████▎| 9314/10000 [2:59:05<14:28,  1.27s/it]
 93%|█████████▎| 9315/10000 [2:59:06<14:05,  1.23s/it]
 93%|█████████▎| 9316/10000 [2:59:07<13:51,  1.22s/it]
 93%|█████████▎| 9317/10000 [2:59:08<13:30,  1.19s/it]
 93%|█████████▎| 9318/10000 [2:59:09<13:09,  1.16s/it]
 93%|█████████▎| 9319/10000 [2:59:10<12:49,  1.13s/it]
 93%|█████████▎| 9320/10000 [2:59:11<12:28,  1.10s/it]
 93%|█████████▎| 9321/10000 [2:59:12<12:07,  1.07s/it]
 93%|█████████▎| 9322/10000 [2:59:13<11:49,  1.05s/it]
 93%|█████████▎| 9323/10000 [2:59:14<11:26,  1.01s/it]
 93%|█████████▎| 9324/10000 [2:59:15<11:10,  1.01it/s]
 93%|█████████▎| 9325/10000 [2:59:16<10:46,  1.04it/s]
 93%|█████████▎| 9326/10000 [2:59:17<10:32,  1.07it/s]
 93%|█████████▎| 9327/10000 [2:59:18<10:14,  1.10it/s]
 93%|█████████▎| 9328/10000 [2:59:19<09:59,  1.12it/s]
 93%|█████████▎| 9329/10000 [2:59:19<09:39,  1.16it/s]
 93%|█████████▎| 9330/10000 [2:59:20<09:30,  1.17it/s]
 93%|█████████▎| 9331/10000 [2:59:21<09:17,  1.20it/s]
 93%|█████████▎| 9332/10000 [2:59:22<09:04,  1.23it/s]
 93%|█████████▎| 9333/10000 [2:59:23<08:45,  1.27it/s]
 93%|█████████▎| 9334/10000 [2:59:23<08:34,  1.30it/s]
 93%|█████████▎| 9335/10000 [2:59:24<08:14,  1.34it/s]
 93%|█████████▎| 9336/10000 [2:59:25<08:01,  1.38it/s]
 93%|█████████▎| 9337/10000 [2:59:25<07:48,  1.41it/s]
 93%|█████████▎| 9338/10000 [2:59:26<07:26,  1.48it/s]
 93%|█████████▎| 9339/10000 [2:59:27<07:02,  1.56it/s]
 93%|█████████▎| 9340/10000 [2:59:27<06:40,  1.65it/s]
 93%|█████████▎| 9341/10000 [2:59:28<06:23,  1.72it/s]
 93%|█████████▎| 9342/10000 [2:59:28<05:58,  1.84it/s]
 93%|█████████▎| 9343/10000 [2:59:28<05:31,  1.98it/s]
 93%|█████████▎| 9344/10000 [2:59:29<05:16,  2.07it/s]
 93%|█████████▎| 9345/10000 [2:59:29<04:53,  2.24it/s]
 93%|█████████▎| 9346/10000 [2:59:30<04:34,  2.39it/s]
 93%|█████████▎| 9347/10000 [2:59:30<04:16,  2.54it/s]
 93%|█████████▎| 9348/10000 [2:59:30<04:04,  2.66it/s]
 93%|█████████▎| 9349/10000 [2:59:31<03:55,  2.77it/s]
 94%|█████████▎| 9350/10000 [2:59:33<09:55,  1.09it/s]
 94%|█████████▎| 9351/10000 [2:59:35<13:11,  1.22s/it]
 94%|█████████▎| 9352/10000 [2:59:37<15:17,  1.42s/it]
 94%|█████████▎| 9353/10000 [2:59:38<16:22,  1.52s/it]
 94%|█████████▎| 9354/10000 [2:59:40<16:52,  1.57s/it]
 94%|█████████▎| 9355/10000 [2:59:42<16:53,  1.57s/it]
 94%|█████████▎| 9356/10000 [2:59:43<16:52,  1.57s/it]
 94%|█████████▎| 9357/10000 [2:59:45<16:35,  1.55s/it]
 94%|█████████▎| 9358/10000 [2:59:46<16:18,  1.52s/it]
 94%|█████████▎| 9359/10000 [2:59:48<15:58,  1.50s/it]
 94%|█████████▎| 9360/10000 [2:59:49<15:32,  1.46s/it]
 94%|█████████▎| 9361/10000 [2:59:50<15:13,  1.43s/it]
 94%|█████████▎| 9362/10000 [2:59:52<14:44,  1.39s/it]
 94%|█████████▎| 9363/10000 [2:59:53<14:25,  1.36s/it]
 94%|█████████▎| 9364/10000 [2:59:54<13:58,  1.32s/it]
 94%|█████████▎| 9365/10000 [2:59:55<13:34,  1.28s/it]
 94%|█████████▎| 9366/10000 [2:59:56<13:08,  1.24s/it]
 94%|█████████▎| 9367/10000 [2:59:58<12:52,  1.22s/it]
 94%|█████████▎| 9368/10000 [2:59:59<12:26,  1.18s/it]
 94%|█████████▎| 9369/10000 [3:00:00<12:04,  1.15s/it]
 94%|█████████▎| 9370/10000 [3:00:01<11:37,  1.11s/it]
 94%|█████████▎| 9371/10000 [3:00:02<11:16,  1.08s/it]
 94%|█████████▎| 9372/10000 [3:00:03<10:52,  1.04s/it]
 94%|█████████▎| 9373/10000 [3:00:04<10:36,  1.02s/it]
 94%|█████████▎| 9374/10000 [3:00:05<10:15,  1.02it/s]
 94%|█████████▍| 9375/10000 [3:00:06<09:58,  1.04it/s]
 94%|█████████▍| 9376/10000 [3:00:06<09:37,  1.08it/s]
 94%|█████████▍| 9377/10000 [3:00:07<09:21,  1.11it/s]
 94%|█████████▍| 9378/10000 [3:00:08<09:04,  1.14it/s]
 94%|█████████▍| 9379/10000 [3:00:09<08:53,  1.16it/s]
 94%|█████████▍| 9380/10000 [3:00:10<08:33,  1.21it/s]
 94%|█████████▍| 9381/10000 [3:00:10<08:20,  1.24it/s]
 94%|█████████▍| 9382/10000 [3:00:11<08:03,  1.28it/s]
 94%|█████████▍| 9383/10000 [3:00:12<07:51,  1.31it/s]
 94%|█████████▍| 9384/10000 [3:00:13<07:37,  1.35it/s]
 94%|█████████▍| 9385/10000 [3:00:13<07:28,  1.37it/s]
 94%|█████████▍| 9386/10000 [3:00:14<07:13,  1.42it/s]
 94%|█████████▍| 9387/10000 [3:00:14<06:54,  1.48it/s]
 94%|█████████▍| 9388/10000 [3:00:15<06:33,  1.56it/s]
 94%|█████████▍| 9389/10000 [3:00:16<06:13,  1.64it/s]
 94%|█████████▍| 9390/10000 [3:00:16<05:52,  1.73it/s]
 94%|█████████▍| 9391/10000 [3:00:17<05:33,  1.83it/s]
 94%|█████████▍| 9392/10000 [3:00:17<05:13,  1.94it/s]
 94%|█████████▍| 9393/10000 [3:00:17<04:55,  2.06it/s]
 94%|█████████▍| 9394/10000 [3:00:18<04:36,  2.19it/s]
 94%|█████████▍| 9395/10000 [3:00:18<04:18,  2.34it/s]
 94%|█████████▍| 9396/10000 [3:00:19<04:05,  2.46it/s]
 94%|█████████▍| 9397/10000 [3:00:19<03:54,  2.57it/s]
 94%|█████████▍| 9398/10000 [3:00:19<03:39,  2.74it/s]
 94%|█████████▍| 9399/10000 [3:00:19<03:31,  2.84it/s]
 94%|█████████▍| 9400/10000 [3:00:22<08:33,  1.17it/s]
 94%|█████████▍| 9401/10000 [3:00:23<11:06,  1.11s/it]
 94%|█████████▍| 9402/10000 [3:00:25<12:20,  1.24s/it]
 94%|█████████▍| 9403/10000 [3:00:26<12:58,  1.30s/it]
 94%|█████████▍| 9404/10000 [3:00:28<13:00,  1.31s/it]
 94%|█████████▍| 9405/10000 [3:00:29<12:53,  1.30s/it]
 94%|█████████▍| 9406/10000 [3:00:30<12:23,  1.25s/it]
 94%|█████████▍| 9407/10000 [3:00:31<11:51,  1.20s/it]
 94%|█████████▍| 9408/10000 [3:00:32<11:11,  1.13s/it]
 94%|█████████▍| 9409/10000 [3:00:33<10:37,  1.08s/it]
 94%|█████████▍| 9410/10000 [3:00:34<10:00,  1.02s/it]
 94%|█████████▍| 9411/10000 [3:00:35<09:26,  1.04it/s]
 94%|█████████▍| 9412/10000 [3:00:35<08:52,  1.10it/s]
 94%|█████████▍| 9413/10000 [3:00:36<08:20,  1.17it/s]
 94%|█████████▍| 9414/10000 [3:00:37<07:42,  1.27it/s]
 94%|█████████▍| 9415/10000 [3:00:37<07:05,  1.38it/s]
 94%|█████████▍| 9416/10000 [3:00:38<06:28,  1.50it/s]
 94%|█████████▍| 9417/10000 [3:00:38<05:44,  1.69it/s]
 94%|█████████▍| 9418/10000 [3:00:39<04:59,  1.94it/s]
 94%|█████████▍| 9419/10000 [3:00:39<04:25,  2.19it/s]
 94%|█████████▍| 9420/10000 [3:00:39<03:46,  2.56it/s]
 94%|█████████▍| 9421/10000 [3:00:41<08:48,  1.10it/s]
 94%|█████████▍| 9422/10000 [3:00:43<11:49,  1.23s/it]
 94%|█████████▍| 9423/10000 [3:00:45<13:35,  1.41s/it]
 94%|█████████▍| 9424/10000 [3:00:47<14:36,  1.52s/it]
 94%|█████████▍| 9425/10000 [3:00:49<15:06,  1.58s/it]
 94%|█████████▍| 9426/10000 [3:00:50<15:14,  1.59s/it]
 94%|█████████▍| 9427/10000 [3:00:52<15:09,  1.59s/it]
 94%|█████████▍| 9428/10000 [3:00:53<14:55,  1.56s/it]
 94%|█████████▍| 9429/10000 [3:00:55<14:39,  1.54s/it]
 94%|█████████▍| 9430/10000 [3:00:56<14:23,  1.52s/it]
 94%|█████████▍| 9431/10000 [3:00:58<14:01,  1.48s/it]
 94%|█████████▍| 9432/10000 [3:00:59<13:35,  1.44s/it]
 94%|█████████▍| 9433/10000 [3:01:00<13:24,  1.42s/it]
 94%|█████████▍| 9434/10000 [3:01:02<12:53,  1.37s/it]
 94%|█████████▍| 9435/10000 [3:01:03<12:27,  1.32s/it]
 94%|█████████▍| 9436/10000 [3:01:04<12:00,  1.28s/it]
 94%|█████████▍| 9437/10000 [3:01:05<11:37,  1.24s/it]
 94%|█████████▍| 9438/10000 [3:01:06<11:19,  1.21s/it]
 94%|█████████▍| 9439/10000 [3:01:07<10:59,  1.18s/it]
 94%|█████████▍| 9440/10000 [3:01:09<10:40,  1.14s/it]
 94%|█████████▍| 9441/10000 [3:01:10<10:25,  1.12s/it]
 94%|█████████▍| 9442/10000 [3:01:11<10:06,  1.09s/it]
 94%|█████████▍| 9443/10000 [3:01:12<09:46,  1.05s/it]
 94%|█████████▍| 9444/10000 [3:01:13<09:33,  1.03s/it]
 94%|█████████▍| 9445/10000 [3:01:13<09:17,  1.00s/it]
 94%|█████████▍| 9446/10000 [3:01:14<08:59,  1.03it/s]
 94%|█████████▍| 9447/10000 [3:01:15<08:42,  1.06it/s]
 94%|█████████▍| 9448/10000 [3:01:16<08:25,  1.09it/s]
 94%|█████████▍| 9449/10000 [3:01:17<08:09,  1.13it/s]
 94%|█████████▍| 9450/10000 [3:01:18<07:54,  1.16it/s]
 95%|█████████▍| 9451/10000 [3:01:19<07:41,  1.19it/s]
 95%|█████████▍| 9452/10000 [3:01:19<07:27,  1.22it/s]
 95%|█████████▍| 9453/10000 [3:01:20<07:15,  1.26it/s]
 95%|█████████▍| 9454/10000 [3:01:21<07:04,  1.29it/s]
 95%|█████████▍| 9455/10000 [3:01:21<06:49,  1.33it/s]
 95%|█████████▍| 9456/10000 [3:01:22<06:37,  1.37it/s]
 95%|█████████▍| 9457/10000 [3:01:23<06:25,  1.41it/s]
 95%|█████████▍| 9458/10000 [3:01:23<06:08,  1.47it/s]
 95%|█████████▍| 9459/10000 [3:01:24<05:50,  1.54it/s]
 95%|█████████▍| 9460/10000 [3:01:25<05:32,  1.63it/s]
 95%|█████████▍| 9461/10000 [3:01:25<05:14,  1.72it/s]
 95%|█████████▍| 9462/10000 [3:01:26<04:56,  1.81it/s]
 95%|█████████▍| 9463/10000 [3:01:26<04:38,  1.93it/s]
 95%|█████████▍| 9464/10000 [3:01:26<04:19,  2.06it/s]
 95%|█████████▍| 9465/10000 [3:01:27<04:02,  2.21it/s]
 95%|█████████▍| 9466/10000 [3:01:27<03:48,  2.34it/s]
 95%|█████████▍| 9467/10000 [3:01:27<03:31,  2.52it/s]
 95%|█████████▍| 9468/10000 [3:01:28<03:18,  2.68it/s]
 95%|█████████▍| 9469/10000 [3:01:28<03:07,  2.82it/s]
 95%|█████████▍| 9470/10000 [3:01:28<02:59,  2.94it/s]
 95%|█████████▍| 9471/10000 [3:01:31<07:48,  1.13it/s]
 95%|█████████▍| 9472/10000 [3:01:33<10:45,  1.22s/it]
 95%|█████████▍| 9473/10000 [3:01:34<12:26,  1.42s/it]
 95%|█████████▍| 9474/10000 [3:01:36<13:11,  1.50s/it]
 95%|█████████▍| 9475/10000 [3:01:38<13:22,  1.53s/it]
 95%|█████████▍| 9476/10000 [3:01:39<13:28,  1.54s/it]
 95%|█████████▍| 9477/10000 [3:01:41<13:16,  1.52s/it]
 95%|█████████▍| 9478/10000 [3:01:42<13:03,  1.50s/it]
 95%|█████████▍| 9479/10000 [3:01:44<12:47,  1.47s/it]
 95%|█████████▍| 9480/10000 [3:01:45<12:30,  1.44s/it]
 95%|█████████▍| 9481/10000 [3:01:46<12:07,  1.40s/it]
 95%|█████████▍| 9482/10000 [3:01:48<11:49,  1.37s/it]
 95%|█████████▍| 9483/10000 [3:01:49<11:26,  1.33s/it]
 95%|█████████▍| 9484/10000 [3:01:50<11:15,  1.31s/it]
 95%|█████████▍| 9485/10000 [3:01:51<10:50,  1.26s/it]
 95%|█████████▍| 9486/10000 [3:01:52<10:33,  1.23s/it]
 95%|█████████▍| 9487/10000 [3:01:53<10:12,  1.19s/it]
 95%|█████████▍| 9488/10000 [3:01:55<09:57,  1.17s/it]
 95%|█████████▍| 9489/10000 [3:01:56<09:37,  1.13s/it]
 95%|█████████▍| 9490/10000 [3:01:57<09:24,  1.11s/it]
 95%|█████████▍| 9491/10000 [3:01:58<09:02,  1.07s/it]
 95%|█████████▍| 9492/10000 [3:01:59<08:49,  1.04s/it]
 95%|█████████▍| 9493/10000 [3:02:00<08:31,  1.01s/it]
 95%|█████████▍| 9494/10000 [3:02:01<08:21,  1.01it/s]
 95%|█████████▍| 9495/10000 [3:02:01<08:01,  1.05it/s]
 95%|█████████▍| 9496/10000 [3:02:02<07:52,  1.07it/s]
 95%|█████████▍| 9497/10000 [3:02:03<07:35,  1.10it/s]
 95%|█████████▍| 9498/10000 [3:02:04<07:24,  1.13it/s]
 95%|█████████▍| 9499/10000 [3:02:05<07:07,  1.17it/s]
 95%|█████████▌| 9500/10000 [3:02:06<06:56,  1.20it/s]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 = 2822
  Batch size = 12
{'eval_loss': 0.8283743262290955, 'eval_wer': 0.1906576980568012, 'eval_runtime': 94.3902, 'eval_samples_per_second': 29.897, 'eval_steps_per_second': 2.5, 'epoch': 19.11}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:41,  5.57it/s]

  1%|▏         | 3/236 [00:00<01:09,  3.35it/s]

  2%|▏         | 4/236 [00:01<01:09,  3.33it/s]

  2%|▏         | 5/236 [00:01<01:11,  3.22it/s]

  3%|▎         | 6/236 [00:01<01:14,  3.07it/s]

  3%|▎         | 7/236 [00:02<01:19,  2.90it/s]

  3%|▎         | 8/236 [00:02<01:20,  2.83it/s]

  4%|▍         | 9/236 [00:02<01:16,  2.96it/s]

  4%|▍         | 10/236 [00:03<01:19,  2.84it/s]

  5%|▍         | 11/236 [00:03<01:24,  2.67it/s]

  5%|▌         | 12/236 [00:04<01:20,  2.80it/s]

  6%|▌         | 13/236 [00:04<01:22,  2.71it/s]

  6%|▌         | 14/236 [00:04<01:23,  2.66it/s]

  6%|▋         | 15/236 [00:05<01:21,  2.72it/s]

  7%|▋         | 16/236 [00:05<01:25,  2.58it/s]

  7%|▋         | 17/236 [00:05<01:25,  2.57it/s]

  8%|▊         | 18/236 [00:06<01:26,  2.51it/s]

  8%|▊         | 19/236 [00:06<01:21,  2.65it/s]

  8%|▊         | 20/236 [00:07<01:28,  2.45it/s]

  9%|▉         | 21/236 [00:07<01:26,  2.48it/s]

  9%|▉         | 22/236 [00:07<01:26,  2.48it/s]

 10%|▉         | 23/236 [00:08<01:21,  2.63it/s]

 10%|█         | 24/236 [00:08<01:16,  2.77it/s]

 11%|█         | 25/236 [00:08<01:10,  2.99it/s]

 11%|█         | 26/236 [00:09<01:15,  2.78it/s]

 11%|█▏        | 27/236 [00:09<01:11,  2.90it/s]

 12%|█▏        | 28/236 [00:09<01:11,  2.91it/s]

 12%|█▏        | 29/236 [00:10<01:10,  2.95it/s]

 13%|█▎        | 30/236 [00:10<01:08,  3.01it/s]

 13%|█▎        | 31/236 [00:11<01:12,  2.83it/s]

 14%|█▎        | 32/236 [00:11<01:18,  2.58it/s]

 14%|█▍        | 33/236 [00:11<01:20,  2.52it/s]

 14%|█▍        | 34/236 [00:12<01:17,  2.60it/s]

 15%|█▍        | 35/236 [00:12<01:15,  2.65it/s]

 15%|█▌        | 36/236 [00:13<01:16,  2.62it/s]

 16%|█▌        | 37/236 [00:13<01:16,  2.58it/s]

 16%|█▌        | 38/236 [00:13<01:11,  2.77it/s]

 17%|█▋        | 39/236 [00:14<01:16,  2.56it/s]

 17%|█▋        | 40/236 [00:14<01:20,  2.43it/s]

 17%|█▋        | 41/236 [00:15<01:20,  2.42it/s]

 18%|█▊        | 42/236 [00:15<01:23,  2.33it/s]

 18%|█▊        | 43/236 [00:15<01:22,  2.35it/s]

 19%|█▊        | 44/236 [00:16<01:20,  2.40it/s]

 19%|█▉        | 45/236 [00:16<01:15,  2.52it/s]

 19%|█▉        | 46/236 [00:17<01:16,  2.50it/s]

 20%|█▉        | 47/236 [00:17<01:17,  2.43it/s]

 20%|██        | 48/236 [00:17<01:13,  2.56it/s]

 21%|██        | 49/236 [00:18<01:20,  2.31it/s]

 21%|██        | 50/236 [00:18<01:19,  2.35it/s]

 22%|██▏       | 51/236 [00:19<01:15,  2.45it/s]

 22%|██▏       | 52/236 [00:19<01:12,  2.52it/s]

 22%|██▏       | 53/236 [00:20<01:18,  2.33it/s]

 23%|██▎       | 54/236 [00:20<01:15,  2.42it/s]

 23%|██▎       | 55/236 [00:20<01:11,  2.53it/s]

 24%|██▎       | 56/236 [00:21<01:12,  2.49it/s]

 24%|██▍       | 57/236 [00:21<01:12,  2.47it/s]

 25%|██▍       | 58/236 [00:21<01:09,  2.57it/s]

 25%|██▌       | 59/236 [00:22<01:08,  2.60it/s]

 25%|██▌       | 60/236 [00:22<01:09,  2.52it/s]

 26%|██▌       | 61/236 [00:23<01:06,  2.63it/s]

 26%|██▋       | 62/236 [00:23<01:03,  2.72it/s]

 27%|██▋       | 63/236 [00:23<01:06,  2.62it/s]

 27%|██▋       | 64/236 [00:24<01:07,  2.57it/s]

 28%|██▊       | 65/236 [00:24<01:07,  2.54it/s]

 28%|██▊       | 66/236 [00:24<01:03,  2.70it/s]

 28%|██▊       | 67/236 [00:25<00:59,  2.85it/s]

 29%|██▉       | 68/236 [00:25<00:57,  2.94it/s]

 29%|██▉       | 69/236 [00:25<00:54,  3.06it/s]

 30%|██▉       | 70/236 [00:26<00:52,  3.18it/s]

 30%|███       | 71/236 [00:26<00:56,  2.91it/s]

 31%|███       | 72/236 [00:26<00:56,  2.89it/s]

 31%|███       | 73/236 [00:27<01:02,  2.60it/s]

 31%|███▏      | 74/236 [00:27<01:05,  2.49it/s]

 32%|███▏      | 75/236 [00:28<01:04,  2.50it/s]

 32%|███▏      | 76/236 [00:28<01:04,  2.49it/s]

 33%|███▎      | 77/236 [00:29<01:02,  2.53it/s]

 33%|███▎      | 78/236 [00:29<00:58,  2.71it/s]

 33%|███▎      | 79/236 [00:29<01:00,  2.58it/s]

 34%|███▍      | 80/236 [00:30<01:00,  2.56it/s]

 34%|███▍      | 81/236 [00:30<01:00,  2.56it/s]

 35%|███▍      | 82/236 [00:30<00:59,  2.57it/s]

 35%|███▌      | 83/236 [00:31<00:55,  2.76it/s]

 36%|███▌      | 84/236 [00:31<00:52,  2.90it/s]

 36%|███▌      | 85/236 [00:31<00:49,  3.02it/s]

 36%|███▋      | 86/236 [00:32<00:46,  3.19it/s]

 37%|███▋      | 87/236 [00:32<00:49,  3.03it/s]

 37%|███▋      | 88/236 [00:32<00:48,  3.06it/s]

 38%|███▊      | 89/236 [00:33<00:50,  2.88it/s]

 38%|███▊      | 90/236 [00:33<00:51,  2.81it/s]

 39%|███▊      | 91/236 [00:34<00:55,  2.63it/s]

 39%|███▉      | 92/236 [00:34<00:51,  2.82it/s]

 39%|███▉      | 93/236 [00:34<00:48,  2.97it/s]

 40%|███▉      | 94/236 [00:34<00:46,  3.09it/s]

 40%|████      | 95/236 [00:35<00:49,  2.87it/s]

 41%|████      | 96/236 [00:35<00:47,  2.94it/s]

 41%|████      | 97/236 [00:35<00:45,  3.08it/s]

 42%|████▏     | 98/236 [00:36<00:46,  2.97it/s]

 42%|████▏     | 99/236 [00:36<00:51,  2.67it/s]

 42%|████▏     | 100/236 [00:37<00:51,  2.65it/s]

 43%|████▎     | 101/236 [00:37<00:52,  2.55it/s]

 43%|████▎     | 102/236 [00:37<00:49,  2.68it/s]

 44%|████▎     | 103/236 [00:38<00:48,  2.76it/s]

 44%|████▍     | 104/236 [00:38<00:50,  2.60it/s]

 44%|████▍     | 105/236 [00:38<00:46,  2.79it/s]

 45%|████▍     | 106/236 [00:39<00:47,  2.75it/s]

 45%|████▌     | 107/236 [00:39<00:47,  2.73it/s]

 46%|████▌     | 108/236 [00:40<00:51,  2.49it/s]

 46%|████▌     | 109/236 [00:40<00:52,  2.43it/s]

 47%|████▋     | 110/236 [00:40<00:47,  2.65it/s]

 47%|████▋     | 111/236 [00:41<00:44,  2.81it/s]

 47%|████▋     | 112/236 [00:41<00:45,  2.75it/s]

 48%|████▊     | 113/236 [00:41<00:44,  2.74it/s]

 48%|████▊     | 114/236 [00:42<00:45,  2.68it/s]

 49%|████▊     | 115/236 [00:42<00:43,  2.80it/s]

 49%|████▉     | 116/236 [00:43<00:42,  2.84it/s]

 50%|████▉     | 117/236 [00:43<00:43,  2.72it/s]

 50%|█████     | 118/236 [00:43<00:42,  2.81it/s]

 50%|█████     | 119/236 [00:44<00:41,  2.83it/s]

 51%|█████     | 120/236 [00:44<00:39,  2.90it/s]

 51%|█████▏    | 121/236 [00:44<00:40,  2.81it/s]

 52%|█████▏    | 122/236 [00:45<00:42,  2.67it/s]

 52%|█████▏    | 123/236 [00:45<00:40,  2.78it/s]

 53%|█████▎    | 124/236 [00:45<00:40,  2.76it/s]

 53%|█████▎    | 125/236 [00:46<00:39,  2.78it/s]

 53%|█████▎    | 126/236 [00:46<00:38,  2.87it/s]

 54%|█████▍    | 127/236 [00:47<00:39,  2.74it/s]

 54%|█████▍    | 128/236 [00:47<00:40,  2.66it/s]

 55%|█████▍    | 129/236 [00:47<00:37,  2.87it/s]

 55%|█████▌    | 130/236 [00:48<00:35,  2.95it/s]

 56%|█████▌    | 131/236 [00:48<00:36,  2.84it/s]

 56%|█████▌    | 132/236 [00:48<00:35,  2.96it/s]

 56%|█████▋    | 133/236 [00:49<00:38,  2.71it/s]

 57%|█████▋    | 134/236 [00:49<00:37,  2.70it/s]

 57%|█████▋    | 135/236 [00:49<00:36,  2.80it/s]

 58%|█████▊    | 136/236 [00:50<00:37,  2.65it/s]

 58%|█████▊    | 137/236 [00:50<00:37,  2.63it/s]

 58%|█████▊    | 138/236 [00:51<00:38,  2.58it/s]

 59%|█████▉    | 139/236 [00:51<00:35,  2.75it/s]

 59%|█████▉    | 140/236 [00:51<00:33,  2.87it/s]

 60%|█████▉    | 141/236 [00:52<00:34,  2.73it/s]

 60%|██████    | 142/236 [00:52<00:35,  2.62it/s]

 61%|██████    | 143/236 [00:52<00:38,  2.45it/s]

 61%|██████    | 144/236 [00:53<00:36,  2.53it/s]

 61%|██████▏   | 145/236 [00:53<00:36,  2.49it/s]

 62%|██████▏   | 146/236 [00:54<00:35,  2.57it/s]

 62%|██████▏   | 147/236 [00:54<00:35,  2.53it/s]

 63%|██████▎   | 148/236 [00:54<00:34,  2.57it/s]

 63%|██████▎   | 149/236 [00:55<00:32,  2.68it/s]

 64%|██████▎   | 150/236 [00:55<00:30,  2.86it/s]

 64%|██████▍   | 151/236 [00:55<00:30,  2.76it/s]

 64%|██████▍   | 152/236 [00:56<00:29,  2.84it/s]

 65%|██████▍   | 153/236 [00:56<00:29,  2.79it/s]

 65%|██████▌   | 154/236 [00:57<00:30,  2.72it/s]

 66%|██████▌   | 155/236 [00:57<00:30,  2.69it/s]

 66%|██████▌   | 156/236 [00:57<00:33,  2.42it/s]

 67%|██████▋   | 157/236 [00:58<00:34,  2.28it/s]

 67%|██████▋   | 158/236 [00:58<00:33,  2.32it/s]

 67%|██████▋   | 159/236 [00:59<00:30,  2.52it/s]

 68%|██████▊   | 160/236 [00:59<00:30,  2.53it/s]

 68%|██████▊   | 161/236 [00:59<00:29,  2.57it/s]

 69%|██████▊   | 162/236 [01:00<00:27,  2.73it/s]

 69%|██████▉   | 163/236 [01:00<00:26,  2.78it/s]

 69%|██████▉   | 164/236 [01:00<00:24,  2.97it/s]

 70%|██████▉   | 165/236 [01:01<00:23,  3.05it/s]

 70%|███████   | 166/236 [01:01<00:23,  3.01it/s]

 71%|███████   | 167/236 [01:01<00:24,  2.85it/s]

 71%|███████   | 168/236 [01:02<00:24,  2.82it/s]

 72%|███████▏  | 169/236 [01:02<00:24,  2.77it/s]

 72%|███████▏  | 170/236 [01:03<00:27,  2.43it/s]

 72%|███████▏  | 171/236 [01:03<00:24,  2.66it/s]

 73%|███████▎  | 172/236 [01:03<00:23,  2.70it/s]

 73%|███████▎  | 173/236 [01:04<00:24,  2.54it/s]

 74%|███████▎  | 174/236 [01:04<00:26,  2.36it/s]

 74%|███████▍  | 175/236 [01:05<00:25,  2.43it/s]

 75%|███████▍  | 176/236 [01:05<00:24,  2.48it/s]

 75%|███████▌  | 177/236 [01:05<00:21,  2.73it/s]

 75%|███████▌  | 178/236 [01:06<00:21,  2.69it/s]

 76%|███████▌  | 179/236 [01:06<00:21,  2.61it/s]

 76%|███████▋  | 180/236 [01:06<00:21,  2.66it/s]

 77%|███████▋  | 181/236 [01:07<00:22,  2.48it/s]

 77%|███████▋  | 182/236 [01:07<00:22,  2.44it/s]

 78%|███████▊  | 183/236 [01:08<00:20,  2.62it/s]

 78%|███████▊  | 184/236 [01:08<00:20,  2.57it/s]

 78%|███████▊  | 185/236 [01:08<00:19,  2.60it/s]

 79%|███████▉  | 186/236 [01:09<00:20,  2.46it/s]

 79%|███████▉  | 187/236 [01:09<00:19,  2.54it/s]

 80%|███████▉  | 188/236 [01:10<00:18,  2.54it/s]

 80%|████████  | 189/236 [01:10<00:18,  2.59it/s]

 81%|████████  | 190/236 [01:11<00:19,  2.36it/s]

 81%|████████  | 191/236 [01:11<00:18,  2.47it/s]

 81%|████████▏ | 192/236 [01:11<00:15,  2.75it/s]

 82%|████████▏ | 193/236 [01:12<00:16,  2.61it/s]

 82%|████████▏ | 194/236 [01:12<00:17,  2.40it/s]

 83%|████████▎ | 195/236 [01:12<00:14,  2.82it/s]

 83%|████████▎ | 196/236 [01:13<00:13,  2.90it/s]

 83%|████████▎ | 197/236 [01:13<00:13,  2.93it/s]

 84%|████████▍ | 198/236 [01:13<00:14,  2.68it/s]

 84%|████████▍ | 199/236 [01:14<00:14,  2.59it/s]

 85%|████████▍ | 200/236 [01:14<00:13,  2.57it/s]

 85%|████████▌ | 201/236 [01:15<00:14,  2.39it/s]

 86%|████████▌ | 202/236 [01:15<00:14,  2.34it/s]

 86%|████████▌ | 203/236 [01:15<00:13,  2.51it/s]

 86%|████████▋ | 204/236 [01:16<00:12,  2.60it/s]

 87%|████████▋ | 205/236 [01:16<00:12,  2.56it/s]

 87%|████████▋ | 206/236 [01:17<00:11,  2.71it/s]

 88%|████████▊ | 207/236 [01:17<00:09,  2.98it/s]

 88%|████████▊ | 208/236 [01:17<00:09,  2.83it/s]

 89%|████████▊ | 209/236 [01:18<00:09,  2.70it/s]

 89%|████████▉ | 210/236 [01:18<00:10,  2.54it/s]

 89%|████████▉ | 211/236 [01:19<00:10,  2.40it/s]

 90%|████████▉ | 212/236 [01:19<00:09,  2.53it/s]

 90%|█████████ | 213/236 [01:19<00:08,  2.74it/s]

 91%|█████████ | 214/236 [01:20<00:07,  2.77it/s]

 91%|█████████ | 215/236 [01:20<00:07,  2.70it/s]

 92%|█████████▏| 216/236 [01:20<00:06,  2.86it/s]

 92%|█████████▏| 217/236 [01:21<00:07,  2.61it/s]

 92%|█████████▏| 218/236 [01:21<00:06,  2.91it/s]

 93%|█████████▎| 219/236 [01:21<00:05,  3.05it/s]

 93%|█████████▎| 220/236 [01:22<00:05,  2.80it/s]

 94%|█████████▎| 221/236 [01:22<00:05,  2.79it/s]

 94%|█████████▍| 222/236 [01:22<00:05,  2.59it/s]

 94%|█████████▍| 223/236 [01:23<00:04,  2.61it/s]

 95%|█████████▍| 224/236 [01:23<00:04,  2.42it/s]

 95%|█████████▌| 225/236 [01:24<00:04,  2.52it/s]

 96%|█████████▌| 226/236 [01:24<00:03,  2.51it/s]

 96%|█████████▌| 227/236 [01:24<00:03,  2.64it/s]

 97%|█████████▋| 228/236 [01:25<00:02,  2.70it/s]

 97%|█████████▋| 229/236 [01:25<00:02,  2.61it/s]

 97%|█████████▋| 230/236 [01:25<00:02,  2.74it/s]

 98%|█████████▊| 231/236 [01:26<00:01,  2.66it/s]

 98%|█████████▊| 232/236 [01:26<00:01,  2.65it/s]

 99%|█████████▊| 233/236 [01:27<00:01,  2.77it/s]

 99%|█████████▉| 234/236 [01:27<00:00,  3.03it/s]

100%|█████████▉| 235/236 [01:27<00:00,  2.86it/s]
                                                      

                                                 

 95%|█████████▌| 9500/10000 [3:03:35<06:56,  1.20it/s]

100%|██████████| 236/236 [01:29<00:00,  2.86it/s]

                                                 
 95%|█████████▌| 9501/10000 [3:03:36<3:50:44, 27.74s/it]
 95%|█████████▌| 9502/10000 [3:03:37<2:43:08, 19.66s/it]
 95%|█████████▌| 9503/10000 [3:03:38<1:55:55, 14.00s/it]
 95%|█████████▌| 9504/10000 [3:03:38<1:22:49, 10.02s/it]
 95%|█████████▌| 9505/10000 [3:03:39<59:35,  7.22s/it]  
 95%|█████████▌| 9506/10000 [3:03:40<43:20,  5.26s/it]
 95%|█████████▌| 9507/10000 [3:03:40<31:52,  3.88s/it]
 95%|█████████▌| 9508/10000 [3:03:41<23:44,  2.90s/it]
 95%|█████████▌| 9509/10000 [3:03:42<18:01,  2.20s/it]
 95%|█████████▌| 9510/10000 [3:03:42<13:57,  1.71s/it]
 95%|█████████▌| 9511/10000 [3:03:43<11:04,  1.36s/it]
 95%|█████████▌| 9512/10000 [3:03:43<08:56,  1.10s/it]
 95%|█████████▌| 9513/10000 [3:03:44<07:21,  1.10it/s]
 95%|█████████▌| 9514/10000 [3:03:44<06:10,  1.31it/s]
 95%|█████████▌| 9515/10000 [3:03:44<05:16,  1.53it/s]
 95%|█████████▌| 9516/10000 [3:03:45<04:33,  1.77it/s]
 95%|█████████▌| 9517/10000 [3:03:45<04:02,  1.99it/s]
 95%|█████████▌| 9518/10000 [3:03:46<03:38,  2.20it/s]
 95%|█████████▌| 9519/10000 [3:03:46<03:20,  2.40it/s]
 95%|█████████▌| 9520/10000 [3:03:46<03:07,  2.56it/s]
 95%|█████████▌| 9521/10000 [3:03:48<07:41,  1.04it/s]
 95%|█████████▌| 9522/10000 [3:03:50<10:09,  1.27s/it]
 95%|█████████▌| 9523/10000 [3:03:52<11:37,  1.46s/it]
 95%|█████████▌| 9524/10000 [3:03:54<12:18,  1.55s/it]
 95%|█████████▌| 9525/10000 [3:03:56<12:36,  1.59s/it]
 95%|█████████▌| 9526/10000 [3:03:57<12:42,  1.61s/it]
 95%|█████████▌| 9527/10000 [3:03:59<12:37,  1.60s/it]
 95%|█████████▌| 9528/10000 [3:04:01<12:29,  1.59s/it]
 95%|█████████▌| 9529/10000 [3:04:02<12:11,  1.55s/it]
 95%|█████████▌| 9530/10000 [3:04:04<11:54,  1.52s/it]
 95%|█████████▌| 9531/10000 [3:04:05<11:33,  1.48s/it]
 95%|█████████▌| 9532/10000 [3:04:06<11:12,  1.44s/it]
 95%|█████████▌| 9533/10000 [3:04:08<10:52,  1.40s/it]
 95%|█████████▌| 9534/10000 [3:04:09<10:32,  1.36s/it]
 95%|█████████▌| 9535/10000 [3:04:10<10:10,  1.31s/it]
 95%|█████████▌| 9536/10000 [3:04:11<09:53,  1.28s/it]
 95%|█████████▌| 9537/10000 [3:04:12<09:37,  1.25s/it]
 95%|█████████▌| 9538/10000 [3:04:14<09:20,  1.21s/it]
 95%|█████████▌| 9539/10000 [3:04:15<09:01,  1.17s/it]
 95%|█████████▌| 9540/10000 [3:04:16<08:43,  1.14s/it]
 95%|█████████▌| 9541/10000 [3:04:17<08:28,  1.11s/it]
 95%|█████████▌| 9542/10000 [3:04:18<08:12,  1.08s/it]
 95%|█████████▌| 9543/10000 [3:04:19<07:58,  1.05s/it]
 95%|█████████▌| 9544/10000 [3:04:20<07:43,  1.02s/it]
 95%|█████████▌| 9545/10000 [3:04:21<07:30,  1.01it/s]
 95%|█████████▌| 9546/10000 [3:04:21<07:15,  1.04it/s]
 95%|█████████▌| 9547/10000 [3:04:22<07:03,  1.07it/s]
 95%|█████████▌| 9548/10000 [3:04:23<06:51,  1.10it/s]
 95%|█████████▌| 9549/10000 [3:04:24<06:41,  1.12it/s]
 96%|█████████▌| 9550/10000 [3:04:25<06:31,  1.15it/s]
 96%|█████████▌| 9551/10000 [3:04:26<06:18,  1.19it/s]
 96%|█████████▌| 9552/10000 [3:04:26<06:06,  1.22it/s]
 96%|█████████▌| 9553/10000 [3:04:27<05:55,  1.26it/s]
 96%|█████████▌| 9554/10000 [3:04:28<05:44,  1.30it/s]
 96%|█████████▌| 9555/10000 [3:04:29<05:34,  1.33it/s]
 96%|█████████▌| 9556/10000 [3:04:29<05:23,  1.37it/s]
 96%|█████████▌| 9557/10000 [3:04:30<05:14,  1.41it/s]
 96%|█████████▌| 9558/10000 [3:04:31<05:00,  1.47it/s]
 96%|█████████▌| 9559/10000 [3:04:31<04:47,  1.54it/s]
 96%|█████████▌| 9560/10000 [3:04:32<04:34,  1.60it/s]
 96%|█████████▌| 9561/10000 [3:04:32<04:22,  1.67it/s]
 96%|█████████▌| 9562/10000 [3:04:33<04:09,  1.75it/s]
 96%|█████████▌| 9563/10000 [3:04:33<03:54,  1.86it/s]
 96%|█████████▌| 9564/10000 [3:04:34<03:39,  1.98it/s]
 96%|█████████▌| 9565/10000 [3:04:34<03:23,  2.14it/s]
 96%|█████████▌| 9566/10000 [3:04:34<03:09,  2.29it/s]
 96%|█████████▌| 9567/10000 [3:04:35<02:56,  2.45it/s]
 96%|█████████▌| 9568/10000 [3:04:35<02:46,  2.60it/s]
 96%|█████████▌| 9569/10000 [3:04:35<02:37,  2.73it/s]
 96%|█████████▌| 9570/10000 [3:04:36<02:35,  2.77it/s]
 96%|█████████▌| 9571/10000 [3:04:38<06:39,  1.07it/s]
 96%|█████████▌| 9572/10000 [3:04:40<09:12,  1.29s/it]
 96%|█████████▌| 9573/10000 [3:04:42<10:35,  1.49s/it]
 96%|█████████▌| 9574/10000 [3:04:44<11:24,  1.61s/it]
 96%|█████████▌| 9575/10000 [3:04:46<11:42,  1.65s/it]
 96%|█████████▌| 9576/10000 [3:04:47<11:44,  1.66s/it]
 96%|█████████▌| 9577/10000 [3:04:49<11:36,  1.65s/it]
 96%|█████████▌| 9578/10000 [3:04:51<11:22,  1.62s/it]
 96%|█████████▌| 9579/10000 [3:04:52<11:05,  1.58s/it]
 96%|█████████▌| 9580/10000 [3:04:53<10:44,  1.53s/it]
 96%|█████████▌| 9581/10000 [3:04:55<10:22,  1.48s/it]
 96%|█████████▌| 9582/10000 [3:04:56<09:59,  1.44s/it]
 96%|█████████▌| 9583/10000 [3:04:57<09:39,  1.39s/it]
 96%|█████████▌| 9584/10000 [3:04:59<09:26,  1.36s/it]
 96%|█████████▌| 9585/10000 [3:05:00<09:09,  1.32s/it]
 96%|█████████▌| 9586/10000 [3:05:01<08:51,  1.28s/it]
 96%|█████████▌| 9587/10000 [3:05:02<08:33,  1.24s/it]
 96%|█████████▌| 9588/10000 [3:05:03<08:18,  1.21s/it]
 96%|█████████▌| 9589/10000 [3:05:04<07:58,  1.16s/it]
 96%|█████████▌| 9590/10000 [3:05:06<07:40,  1.12s/it]
 96%|█████████▌| 9591/10000 [3:05:06<07:22,  1.08s/it]
 96%|█████████▌| 9592/10000 [3:05:07<07:05,  1.04s/it]
 96%|█████████▌| 9593/10000 [3:05:08<06:51,  1.01s/it]
 96%|█████████▌| 9594/10000 [3:05:09<06:36,  1.02it/s]
 96%|█████████▌| 9595/10000 [3:05:10<06:24,  1.05it/s]
 96%|█████████▌| 9596/10000 [3:05:11<06:10,  1.09it/s]
 96%|█████████▌| 9597/10000 [3:05:12<05:58,  1.12it/s]
 96%|█████████▌| 9598/10000 [3:05:13<05:48,  1.15it/s]
 96%|█████████▌| 9599/10000 [3:05:13<05:40,  1.18it/s]
 96%|█████████▌| 9600/10000 [3:05:14<05:33,  1.20it/s]
 96%|█████████▌| 9601/10000 [3:05:15<05:23,  1.23it/s]
 96%|█████████▌| 9602/10000 [3:05:16<05:14,  1.26it/s]
 96%|█████████▌| 9603/10000 [3:05:16<05:04,  1.30it/s]
 96%|█████████▌| 9604/10000 [3:05:17<04:53,  1.35it/s]
 96%|█████████▌| 9605/10000 [3:05:18<04:42,  1.40it/s]
 96%|█████████▌| 9606/10000 [3:05:18<04:34,  1.44it/s]
 96%|█████████▌| 9607/10000 [3:05:19<04:22,  1.50it/s]
 96%|█████████▌| 9608/10000 [3:05:20<04:11,  1.56it/s]
 96%|█████████▌| 9609/10000 [3:05:20<04:00,  1.63it/s]
 96%|█████████▌| 9610/10000 [3:05:21<03:49,  1.70it/s]
 96%|█████████▌| 9611/10000 [3:05:21<03:38,  1.78it/s]
 96%|█████████▌| 9612/10000 [3:05:22<03:25,  1.89it/s]
 96%|█████████▌| 9613/10000 [3:05:22<03:13,  2.00it/s]
 96%|█████████▌| 9614/10000 [3:05:22<03:00,  2.14it/s]
 96%|█████████▌| 9615/10000 [3:05:23<02:47,  2.30it/s]
 96%|█████████▌| 9616/10000 [3:05:23<02:35,  2.46it/s]
 96%|█████████▌| 9617/10000 [3:05:24<02:26,  2.62it/s]
 96%|█████████▌| 9618/10000 [3:05:24<02:17,  2.77it/s]
 96%|█████████▌| 9619/10000 [3:05:24<02:11,  2.90it/s]
 96%|█████████▌| 9620/10000 [3:05:24<02:05,  3.02it/s]
 96%|█████████▌| 9621/10000 [3:05:27<05:25,  1.16it/s]
 96%|█████████▌| 9622/10000 [3:05:28<07:21,  1.17s/it]
 96%|█████████▌| 9623/10000 [3:05:30<08:29,  1.35s/it]
 96%|█████████▌| 9624/10000 [3:05:32<09:06,  1.45s/it]
 96%|█████████▋| 9625/10000 [3:05:34<09:26,  1.51s/it]
 96%|█████████▋| 9626/10000 [3:05:35<09:34,  1.54s/it]
 96%|█████████▋| 9627/10000 [3:05:37<09:29,  1.53s/it]
 96%|█████████▋| 9628/10000 [3:05:38<09:20,  1.51s/it]
 96%|█████████▋| 9629/10000 [3:05:39<09:05,  1.47s/it]
 96%|█████████▋| 9630/10000 [3:05:41<08:51,  1.44s/it]
 96%|█████████▋| 9631/10000 [3:05:42<08:38,  1.40s/it]
 96%|█████████▋| 9632/10000 [3:05:43<08:25,  1.37s/it]
 96%|█████████▋| 9633/10000 [3:05:45<08:13,  1.34s/it]
 96%|█████████▋| 9634/10000 [3:05:46<08:00,  1.31s/it]
 96%|█████████▋| 9635/10000 [3:05:47<07:47,  1.28s/it]
 96%|█████████▋| 9636/10000 [3:05:48<07:31,  1.24s/it]
 96%|█████████▋| 9637/10000 [3:05:49<07:17,  1.21s/it]
 96%|█████████▋| 9638/10000 [3:05:51<07:05,  1.18s/it]
 96%|█████████▋| 9639/10000 [3:05:52<06:52,  1.14s/it]
 96%|█████████▋| 9640/10000 [3:05:53<06:43,  1.12s/it]
 96%|█████████▋| 9641/10000 [3:05:54<06:30,  1.09s/it]
 96%|█████████▋| 9642/10000 [3:05:55<06:19,  1.06s/it]
 96%|█████████▋| 9643/10000 [3:05:56<06:07,  1.03s/it]
 96%|█████████▋| 9644/10000 [3:05:57<05:55,  1.00it/s]
 96%|█████████▋| 9645/10000 [3:05:58<05:45,  1.03it/s]
 96%|█████████▋| 9646/10000 [3:05:58<05:33,  1.06it/s]
 96%|█████████▋| 9647/10000 [3:05:59<05:22,  1.10it/s]
 96%|█████████▋| 9648/10000 [3:06:00<05:12,  1.13it/s]
 96%|█████████▋| 9649/10000 [3:06:01<05:04,  1.15it/s]
 96%|█████████▋| 9650/10000 [3:06:02<04:55,  1.18it/s]
 97%|█████████▋| 9651/10000 [3:06:02<04:49,  1.21it/s]
 97%|█████████▋| 9652/10000 [3:06:03<04:41,  1.24it/s]
 97%|█████████▋| 9653/10000 [3:06:04<04:32,  1.27it/s]
 97%|█████████▋| 9654/10000 [3:06:05<04:26,  1.30it/s]
 97%|█████████▋| 9655/10000 [3:06:05<04:17,  1.34it/s]
 97%|█████████▋| 9656/10000 [3:06:06<04:09,  1.38it/s]
 97%|█████████▋| 9657/10000 [3:06:07<04:01,  1.42it/s]
 97%|█████████▋| 9658/10000 [3:06:07<03:54,  1.46it/s]
 97%|█████████▋| 9659/10000 [3:06:08<03:45,  1.51it/s]
 97%|█████████▋| 9660/10000 [3:06:09<03:36,  1.57it/s]
 97%|█████████▋| 9661/10000 [3:06:09<03:26,  1.64it/s]
 97%|█████████▋| 9662/10000 [3:06:10<03:15,  1.73it/s]
 97%|█████████▋| 9663/10000 [3:06:10<03:06,  1.80it/s]
 97%|█████████▋| 9664/10000 [3:06:11<02:55,  1.91it/s]
 97%|█████████▋| 9665/10000 [3:06:11<02:43,  2.05it/s]
 97%|█████████▋| 9666/10000 [3:06:11<02:30,  2.22it/s]
 97%|█████████▋| 9667/10000 [3:06:12<02:18,  2.41it/s]
 97%|█████████▋| 9668/10000 [3:06:12<02:07,  2.60it/s]
 97%|█████████▋| 9669/10000 [3:06:12<01:59,  2.77it/s]
 97%|█████████▋| 9670/10000 [3:06:13<01:54,  2.88it/s]
 97%|█████████▋| 9671/10000 [3:06:15<04:50,  1.13it/s]
 97%|█████████▋| 9672/10000 [3:06:17<06:31,  1.19s/it]
 97%|█████████▋| 9673/10000 [3:06:18<07:29,  1.37s/it]
 97%|█████████▋| 9674/10000 [3:06:20<07:56,  1.46s/it]
 97%|█████████▋| 9675/10000 [3:06:22<08:12,  1.52s/it]
 97%|█████████▋| 9676/10000 [3:06:23<08:19,  1.54s/it]
 97%|█████████▋| 9677/10000 [3:06:25<08:12,  1.53s/it]
 97%|█████████▋| 9678/10000 [3:06:26<08:05,  1.51s/it]
 97%|█████████▋| 9679/10000 [3:06:28<07:52,  1.47s/it]
 97%|█████████▋| 9680/10000 [3:06:29<07:39,  1.44s/it]
 97%|█████████▋| 9681/10000 [3:06:30<07:28,  1.41s/it]
 97%|█████████▋| 9682/10000 [3:06:32<07:15,  1.37s/it]
 97%|█████████▋| 9683/10000 [3:06:33<07:04,  1.34s/it]
 97%|█████████▋| 9684/10000 [3:06:34<06:53,  1.31s/it]
 97%|█████████▋| 9685/10000 [3:06:35<06:38,  1.26s/it]
 97%|█████████▋| 9686/10000 [3:06:36<06:25,  1.23s/it]
 97%|█████████▋| 9687/10000 [3:06:38<06:12,  1.19s/it]
 97%|█████████▋| 9688/10000 [3:06:39<05:59,  1.15s/it]
 97%|█████████▋| 9689/10000 [3:06:40<05:49,  1.12s/it]
 97%|█████████▋| 9690/10000 [3:06:41<05:38,  1.09s/it]
 97%|█████████▋| 9691/10000 [3:06:42<05:26,  1.06s/it]
 97%|█████████▋| 9692/10000 [3:06:43<05:17,  1.03s/it]
 97%|█████████▋| 9693/10000 [3:06:44<05:09,  1.01s/it]
 97%|█████████▋| 9694/10000 [3:06:45<05:01,  1.02it/s]
 97%|█████████▋| 9695/10000 [3:06:45<04:52,  1.04it/s]
 97%|█████████▋| 9696/10000 [3:06:46<04:42,  1.07it/s]
 97%|█████████▋| 9697/10000 [3:06:47<04:34,  1.10it/s]
 97%|█████████▋| 9698/10000 [3:06:48<04:26,  1.13it/s]
 97%|█████████▋| 9699/10000 [3:06:49<04:19,  1.16it/s]
 97%|█████████▋| 9700/10000 [3:06:50<04:11,  1.19it/s]
 97%|█████████▋| 9701/10000 [3:06:50<04:08,  1.21it/s]
 97%|█████████▋| 9702/10000 [3:06:51<03:59,  1.24it/s]
 97%|█████████▋| 9703/10000 [3:06:52<03:52,  1.28it/s]
 97%|█████████▋| 9704/10000 [3:06:53<03:43,  1.32it/s]
 97%|█████████▋| 9705/10000 [3:06:53<03:35,  1.37it/s]
 97%|█████████▋| 9706/10000 [3:06:54<03:27,  1.41it/s]
 97%|█████████▋| 9707/10000 [3:06:54<03:17,  1.48it/s]
 97%|█████████▋| 9708/10000 [3:06:55<03:09,  1.54it/s]
 97%|█████████▋| 9709/10000 [3:06:56<03:00,  1.61it/s]
 97%|█████████▋| 9710/10000 [3:06:56<02:52,  1.68it/s]
 97%|█████████▋| 9711/10000 [3:06:57<02:43,  1.77it/s]
 97%|█████████▋| 9712/10000 [3:06:57<02:32,  1.88it/s]
 97%|█████████▋| 9713/10000 [3:06:57<02:22,  2.02it/s]
 97%|█████████▋| 9714/10000 [3:06:58<02:13,  2.15it/s]
 97%|█████████▋| 9715/10000 [3:06:58<02:03,  2.30it/s]
 97%|█████████▋| 9716/10000 [3:06:59<01:55,  2.46it/s]
 97%|█████████▋| 9717/10000 [3:06:59<01:47,  2.63it/s]
 97%|█████████▋| 9718/10000 [3:06:59<01:41,  2.77it/s]
 97%|█████████▋| 9719/10000 [3:07:00<01:36,  2.90it/s]
 97%|█████████▋| 9720/10000 [3:07:00<01:33,  2.99it/s]
 97%|█████████▋| 9721/10000 [3:07:02<04:08,  1.12it/s]
 97%|█████████▋| 9722/10000 [3:07:04<05:33,  1.20s/it]
 97%|█████████▋| 9723/10000 [3:07:06<06:19,  1.37s/it]
 97%|█████████▋| 9724/10000 [3:07:07<06:44,  1.47s/it]
 97%|█████████▋| 9725/10000 [3:07:09<06:56,  1.52s/it]
 97%|█████████▋| 9726/10000 [3:07:11<06:59,  1.53s/it]
 97%|█████████▋| 9727/10000 [3:07:12<06:57,  1.53s/it]
 97%|█████████▋| 9728/10000 [3:07:14<06:53,  1.52s/it]
 97%|█████████▋| 9729/10000 [3:07:15<06:44,  1.49s/it]
 97%|█████████▋| 9730/10000 [3:07:16<06:34,  1.46s/it]
 97%|█████████▋| 9731/10000 [3:07:18<06:25,  1.43s/it]
 97%|█████████▋| 9732/10000 [3:07:19<06:12,  1.39s/it]
 97%|█████████▋| 9733/10000 [3:07:20<06:02,  1.36s/it]
 97%|█████████▋| 9734/10000 [3:07:22<05:51,  1.32s/it]
 97%|█████████▋| 9735/10000 [3:07:23<05:42,  1.29s/it]
 97%|█████████▋| 9736/10000 [3:07:24<05:28,  1.24s/it]
 97%|█████████▋| 9737/10000 [3:07:25<05:17,  1.21s/it]
 97%|█████████▋| 9738/10000 [3:07:26<05:08,  1.18s/it]
 97%|█████████▋| 9739/10000 [3:07:27<04:58,  1.14s/it]
 97%|█████████▋| 9740/10000 [3:07:28<04:48,  1.11s/it]
 97%|█████████▋| 9741/10000 [3:07:29<04:40,  1.08s/it]
 97%|█████████▋| 9742/10000 [3:07:30<04:32,  1.06s/it]
 97%|█████████▋| 9743/10000 [3:07:31<04:39,  1.09s/it]
 97%|█████████▋| 9744/10000 [3:07:32<04:27,  1.04s/it]
 97%|█████████▋| 9745/10000 [3:07:33<04:17,  1.01s/it]
 97%|█████████▋| 9746/10000 [3:07:34<04:06,  1.03it/s]
 97%|█████████▋| 9747/10000 [3:07:35<03:57,  1.07it/s]
 97%|█████████▋| 9748/10000 [3:07:36<03:49,  1.10it/s]
 97%|█████████▋| 9749/10000 [3:07:37<03:41,  1.13it/s]
 98%|█████████▊| 9750/10000 [3:07:38<03:36,  1.16it/s]
 98%|█████████▊| 9751/10000 [3:07:38<03:29,  1.19it/s]
 98%|█████████▊| 9752/10000 [3:07:39<03:22,  1.23it/s]
 98%|█████████▊| 9753/10000 [3:07:40<03:16,  1.26it/s]
 98%|█████████▊| 9754/10000 [3:07:41<03:10,  1.29it/s]
 98%|█████████▊| 9755/10000 [3:07:41<03:05,  1.32it/s]
 98%|█████████▊| 9756/10000 [3:07:42<03:00,  1.35it/s]
 98%|█████████▊| 9757/10000 [3:07:43<02:54,  1.39it/s]
 98%|█████████▊| 9758/10000 [3:07:43<02:49,  1.43it/s]
 98%|█████████▊| 9759/10000 [3:07:44<02:40,  1.50it/s]
 98%|█████████▊| 9760/10000 [3:07:44<02:31,  1.58it/s]
 98%|█████████▊| 9761/10000 [3:07:45<02:23,  1.67it/s]
 98%|█████████▊| 9762/10000 [3:07:46<02:15,  1.75it/s]
 98%|█████████▊| 9763/10000 [3:07:46<02:06,  1.87it/s]
 98%|█████████▊| 9764/10000 [3:07:46<01:58,  1.99it/s]
 98%|█████████▊| 9765/10000 [3:07:47<01:49,  2.14it/s]
 98%|█████████▊| 9766/10000 [3:07:47<01:40,  2.32it/s]
 98%|█████████▊| 9767/10000 [3:07:47<01:32,  2.52it/s]
 98%|█████████▊| 9768/10000 [3:07:48<01:26,  2.69it/s]
 98%|█████████▊| 9769/10000 [3:07:48<01:21,  2.84it/s]
 98%|█████████▊| 9770/10000 [3:07:48<01:17,  2.95it/s]
 98%|█████████▊| 9771/10000 [3:07:51<03:29,  1.09it/s]
 98%|█████████▊| 9772/10000 [3:07:53<04:43,  1.24s/it]
 98%|█████████▊| 9773/10000 [3:07:54<05:22,  1.42s/it]
 98%|█████████▊| 9774/10000 [3:07:56<05:40,  1.51s/it]
 98%|█████████▊| 9775/10000 [3:07:58<05:46,  1.54s/it]
 98%|█████████▊| 9776/10000 [3:07:59<05:44,  1.54s/it]
 98%|█████████▊| 9777/10000 [3:08:01<05:38,  1.52s/it]
 98%|█████████▊| 9778/10000 [3:08:02<05:31,  1.49s/it]
 98%|█████████▊| 9779/10000 [3:08:04<05:23,  1.46s/it]
 98%|█████████▊| 9780/10000 [3:08:05<05:15,  1.43s/it]
 98%|█████████▊| 9781/10000 [3:08:06<05:06,  1.40s/it]
 98%|█████████▊| 9782/10000 [3:08:08<04:58,  1.37s/it]
 98%|█████████▊| 9783/10000 [3:08:09<04:50,  1.34s/it]
 98%|█████████▊| 9784/10000 [3:08:10<04:42,  1.31s/it]
 98%|█████████▊| 9785/10000 [3:08:11<04:33,  1.27s/it]
 98%|█████████▊| 9786/10000 [3:08:12<04:24,  1.24s/it]
 98%|█████████▊| 9787/10000 [3:08:14<04:16,  1.20s/it]
 98%|█████████▊| 9788/10000 [3:08:15<04:08,  1.17s/it]
 98%|█████████▊| 9789/10000 [3:08:16<03:59,  1.14s/it]
 98%|█████████▊| 9790/10000 [3:08:17<03:53,  1.11s/it]
 98%|█████████▊| 9791/10000 [3:08:18<03:45,  1.08s/it]
 98%|█████████▊| 9792/10000 [3:08:19<03:38,  1.05s/it]
 98%|█████████▊| 9793/10000 [3:08:20<03:30,  1.02s/it]
 98%|█████████▊| 9794/10000 [3:08:21<03:23,  1.01it/s]
 98%|█████████▊| 9795/10000 [3:08:22<03:18,  1.03it/s]
 98%|█████████▊| 9796/10000 [3:08:22<03:11,  1.06it/s]
 98%|█████████▊| 9797/10000 [3:08:23<03:05,  1.09it/s]
 98%|█████████▊| 9798/10000 [3:08:24<02:59,  1.12it/s]
 98%|█████████▊| 9799/10000 [3:08:25<02:54,  1.15it/s]
 98%|█████████▊| 9800/10000 [3:08:26<02:49,  1.18it/s]
 98%|█████████▊| 9801/10000 [3:08:27<02:45,  1.20it/s]
 98%|█████████▊| 9802/10000 [3:08:27<02:40,  1.23it/s]
 98%|█████████▊| 9803/10000 [3:08:28<02:35,  1.27it/s]
 98%|█████████▊| 9804/10000 [3:08:29<02:30,  1.30it/s]
 98%|█████████▊| 9805/10000 [3:08:29<02:24,  1.35it/s]
 98%|█████████▊| 9806/10000 [3:08:30<02:19,  1.39it/s]
 98%|█████████▊| 9807/10000 [3:08:31<02:15,  1.42it/s]
 98%|█████████▊| 9808/10000 [3:08:31<02:09,  1.48it/s]
 98%|█████████▊| 9809/10000 [3:08:32<02:02,  1.56it/s]
 98%|█████████▊| 9810/10000 [3:08:32<01:56,  1.64it/s]
 98%|█████████▊| 9811/10000 [3:08:33<01:50,  1.72it/s]
 98%|█████████▊| 9812/10000 [3:08:33<01:43,  1.82it/s]
 98%|█████████▊| 9813/10000 [3:08:34<01:36,  1.94it/s]
 98%|█████████▊| 9814/10000 [3:08:34<01:29,  2.07it/s]
 98%|█████████▊| 9815/10000 [3:08:35<01:23,  2.22it/s]
 98%|█████████▊| 9816/10000 [3:08:35<01:16,  2.39it/s]
 98%|█████████▊| 9817/10000 [3:08:35<01:11,  2.56it/s]
 98%|█████████▊| 9818/10000 [3:08:36<01:07,  2.71it/s]
 98%|█████████▊| 9819/10000 [3:08:36<01:03,  2.85it/s]
 98%|█████████▊| 9820/10000 [3:08:36<01:00,  2.97it/s]
 98%|█████████▊| 9821/10000 [3:08:38<02:35,  1.15it/s]
 98%|█████████▊| 9822/10000 [3:08:40<03:31,  1.19s/it]
 98%|█████████▊| 9823/10000 [3:08:42<04:02,  1.37s/it]
 98%|█████████▊| 9824/10000 [3:08:44<04:16,  1.46s/it]
 98%|█████████▊| 9825/10000 [3:08:45<04:23,  1.51s/it]
 98%|█████████▊| 9826/10000 [3:08:47<04:32,  1.57s/it]
 98%|█████████▊| 9827/10000 [3:08:49<04:36,  1.60s/it]
 98%|█████████▊| 9828/10000 [3:08:50<04:35,  1.60s/it]
 98%|█████████▊| 9829/10000 [3:08:52<04:32,  1.59s/it]
 98%|█████████▊| 9830/10000 [3:08:53<04:20,  1.53s/it]
 98%|█████████▊| 9831/10000 [3:08:55<04:08,  1.47s/it]
 98%|█████████▊| 9832/10000 [3:08:56<03:56,  1.40s/it]
 98%|█████████▊| 9833/10000 [3:08:57<03:46,  1.36s/it]
 98%|█████████▊| 9834/10000 [3:08:58<03:38,  1.32s/it]
 98%|█████████▊| 9835/10000 [3:09:00<03:31,  1.28s/it]
 98%|█████████▊| 9836/10000 [3:09:01<03:23,  1.24s/it]
 98%|█████████▊| 9837/10000 [3:09:02<03:15,  1.20s/it]
 98%|█████████▊| 9838/10000 [3:09:03<03:09,  1.17s/it]
 98%|█████████▊| 9839/10000 [3:09:04<03:03,  1.14s/it]
 98%|█████████▊| 9840/10000 [3:09:05<02:56,  1.11s/it]
 98%|█████████▊| 9841/10000 [3:09:06<02:49,  1.07s/it]
 98%|█████████▊| 9842/10000 [3:09:07<02:44,  1.04s/it]
 98%|█████████▊| 9843/10000 [3:09:08<02:39,  1.01s/it]
 98%|█████████▊| 9844/10000 [3:09:09<02:33,  1.01it/s]
 98%|█████████▊| 9845/10000 [3:09:10<02:29,  1.04it/s]
 98%|█████████▊| 9846/10000 [3:09:11<02:23,  1.07it/s]
 98%|█████████▊| 9847/10000 [3:09:11<02:18,  1.11it/s]
 98%|█████████▊| 9848/10000 [3:09:12<02:14,  1.13it/s]
 98%|█████████▊| 9849/10000 [3:09:13<02:11,  1.15it/s]
 98%|█████████▊| 9850/10000 [3:09:14<02:07,  1.17it/s]
 99%|█████████▊| 9851/10000 [3:09:15<02:04,  1.20it/s]
 99%|█████████▊| 9852/10000 [3:09:16<02:00,  1.22it/s]
 99%|█████████▊| 9853/10000 [3:09:16<01:57,  1.26it/s]
 99%|█████████▊| 9854/10000 [3:09:17<01:53,  1.29it/s]
 99%|█████████▊| 9855/10000 [3:09:18<01:49,  1.33it/s]
 99%|█████████▊| 9856/10000 [3:09:18<01:45,  1.36it/s]
 99%|█████████▊| 9857/10000 [3:09:19<01:41,  1.41it/s]
 99%|█████████▊| 9858/10000 [3:09:20<01:38,  1.44it/s]
 99%|█████████▊| 9859/10000 [3:09:20<01:33,  1.51it/s]
 99%|█████████▊| 9860/10000 [3:09:21<01:28,  1.58it/s]
 99%|█████████▊| 9861/10000 [3:09:21<01:23,  1.67it/s]
 99%|█████████▊| 9862/10000 [3:09:22<01:19,  1.75it/s]
 99%|█████████▊| 9863/10000 [3:09:22<01:13,  1.87it/s]
 99%|█████████▊| 9864/10000 [3:09:23<01:08,  2.00it/s]
 99%|█████████▊| 9865/10000 [3:09:23<01:02,  2.15it/s]
 99%|█████████▊| 9866/10000 [3:09:24<00:57,  2.31it/s]
 99%|█████████▊| 9867/10000 [3:09:24<00:53,  2.50it/s]
 99%|█████████▊| 9868/10000 [3:09:24<00:49,  2.68it/s]
 99%|█████████▊| 9869/10000 [3:09:24<00:46,  2.84it/s]
 99%|█████████▊| 9870/10000 [3:09:25<00:43,  2.97it/s]
 99%|█████████▊| 9871/10000 [3:09:27<01:50,  1.17it/s]
 99%|█████████▊| 9872/10000 [3:09:29<02:21,  1.11s/it]
 99%|█████████▊| 9873/10000 [3:09:30<02:38,  1.25s/it]
 99%|█████████▊| 9874/10000 [3:09:32<02:45,  1.31s/it]
 99%|█████████▉| 9875/10000 [3:09:33<02:45,  1.32s/it]
 99%|█████████▉| 9876/10000 [3:09:34<02:41,  1.30s/it]
 99%|█████████▉| 9877/10000 [3:09:35<02:34,  1.25s/it]
 99%|█████████▉| 9878/10000 [3:09:36<02:27,  1.21s/it]
 99%|█████████▉| 9879/10000 [3:09:37<02:19,  1.16s/it]
 99%|█████████▉| 9880/10000 [3:09:38<02:10,  1.09s/it]
 99%|█████████▉| 9881/10000 [3:09:39<02:03,  1.04s/it]
 99%|█████████▉| 9882/10000 [3:09:40<01:54,  1.03it/s]
 99%|█████████▉| 9883/10000 [3:09:41<01:47,  1.09it/s]
 99%|█████████▉| 9884/10000 [3:09:42<01:39,  1.16it/s]
 99%|█████████▉| 9885/10000 [3:09:42<01:31,  1.25it/s]
 99%|█████████▉| 9886/10000 [3:09:43<01:24,  1.36it/s]
 99%|█████████▉| 9887/10000 [3:09:43<01:16,  1.49it/s]
 99%|█████████▉| 9888/10000 [3:09:44<01:07,  1.65it/s]
 99%|█████████▉| 9889/10000 [3:09:44<00:59,  1.87it/s]
 99%|█████████▉| 9890/10000 [3:09:45<00:51,  2.13it/s]
 99%|█████████▉| 9891/10000 [3:09:45<00:43,  2.52it/s]
 99%|█████████▉| 9892/10000 [3:09:47<01:38,  1.09it/s]
 99%|█████████▉| 9893/10000 [3:09:49<02:10,  1.22s/it]
 99%|█████████▉| 9894/10000 [3:09:51<02:27,  1.39s/it]
 99%|█████████▉| 9895/10000 [3:09:52<02:33,  1.46s/it]
 99%|█████████▉| 9896/10000 [3:09:54<02:36,  1.51s/it]
 99%|█████████▉| 9897/10000 [3:09:55<02:36,  1.52s/it]
 99%|█████████▉| 9898/10000 [3:09:57<02:34,  1.52s/it]
 99%|█████████▉| 9899/10000 [3:09:58<02:31,  1.50s/it]
 99%|█████████▉| 9900/10000 [3:10:00<02:26,  1.47s/it]
 99%|█████████▉| 9901/10000 [3:10:01<02:21,  1.43s/it]
 99%|█████████▉| 9902/10000 [3:10:02<02:17,  1.40s/it]
 99%|█████████▉| 9903/10000 [3:10:04<02:13,  1.37s/it]
 99%|█████████▉| 9904/10000 [3:10:05<02:08,  1.34s/it]
 99%|█████████▉| 9905/10000 [3:10:06<02:04,  1.31s/it]
 99%|█████████▉| 9906/10000 [3:10:07<01:59,  1.27s/it]
 99%|█████████▉| 9907/10000 [3:10:09<01:55,  1.24s/it]
 99%|█████████▉| 9908/10000 [3:10:10<01:51,  1.21s/it]
 99%|█████████▉| 9909/10000 [3:10:11<01:47,  1.18s/it]
 99%|█████████▉| 9910/10000 [3:10:12<01:43,  1.15s/it]
 99%|█████████▉| 9911/10000 [3:10:13<01:40,  1.13s/it]
 99%|█████████▉| 9912/10000 [3:10:14<01:36,  1.09s/it]
 99%|█████████▉| 9913/10000 [3:10:15<01:32,  1.06s/it]
 99%|█████████▉| 9914/10000 [3:10:16<01:28,  1.03s/it]
 99%|█████████▉| 9915/10000 [3:10:17<01:25,  1.00s/it]
 99%|█████████▉| 9916/10000 [3:10:18<01:22,  1.02it/s]
 99%|█████████▉| 9917/10000 [3:10:19<01:18,  1.05it/s]
 99%|█████████▉| 9918/10000 [3:10:20<01:15,  1.08it/s]
 99%|█████████▉| 9919/10000 [3:10:20<01:12,  1.11it/s]
 99%|█████████▉| 9920/10000 [3:10:21<01:09,  1.14it/s]
 99%|█████████▉| 9921/10000 [3:10:22<01:06,  1.18it/s]
 99%|█████████▉| 9922/10000 [3:10:23<01:04,  1.21it/s]
 99%|█████████▉| 9923/10000 [3:10:24<01:01,  1.25it/s]
 99%|█████████▉| 9924/10000 [3:10:24<00:59,  1.28it/s]
 99%|█████████▉| 9925/10000 [3:10:25<00:56,  1.32it/s]
 99%|█████████▉| 9926/10000 [3:10:26<00:54,  1.36it/s]
 99%|█████████▉| 9927/10000 [3:10:26<00:51,  1.41it/s]
 99%|█████████▉| 9928/10000 [3:10:27<00:49,  1.46it/s]
 99%|█████████▉| 9929/10000 [3:10:27<00:46,  1.53it/s]
 99%|█████████▉| 9930/10000 [3:10:28<00:43,  1.61it/s]
 99%|█████████▉| 9931/10000 [3:10:29<00:41,  1.68it/s]
 99%|█████████▉| 9932/10000 [3:10:29<00:38,  1.75it/s]
 99%|█████████▉| 9933/10000 [3:10:30<00:36,  1.85it/s]
 99%|█████████▉| 9934/10000 [3:10:30<00:33,  1.95it/s]
 99%|█████████▉| 9935/10000 [3:10:30<00:31,  2.07it/s]
 99%|█████████▉| 9936/10000 [3:10:31<00:29,  2.21it/s]
 99%|█████████▉| 9937/10000 [3:10:31<00:26,  2.37it/s]
 99%|█████████▉| 9938/10000 [3:10:31<00:24,  2.55it/s]
 99%|█████████▉| 9939/10000 [3:10:32<00:22,  2.71it/s]
 99%|█████████▉| 9940/10000 [3:10:32<00:20,  2.86it/s]
 99%|█████████▉| 9941/10000 [3:10:32<00:19,  2.99it/s]
 99%|█████████▉| 9942/10000 [3:10:35<00:50,  1.15it/s]
 99%|█████████▉| 9943/10000 [3:10:36<01:08,  1.19s/it]
 99%|█████████▉| 9944/10000 [3:10:38<01:17,  1.38s/it]
 99%|█████████▉| 9945/10000 [3:10:40<01:22,  1.49s/it]
 99%|█████████▉| 9946/10000 [3:10:42<01:23,  1.55s/it]
 99%|█████████▉| 9947/10000 [3:10:43<01:23,  1.57s/it]
 99%|█████████▉| 9948/10000 [3:10:45<01:22,  1.58s/it]
 99%|█████████▉| 9949/10000 [3:10:46<01:19,  1.56s/it]
100%|█████████▉| 9950/10000 [3:10:48<01:16,  1.54s/it]
100%|█████████▉| 9951/10000 [3:10:49<01:13,  1.50s/it]
100%|█████████▉| 9952/10000 [3:10:51<01:10,  1.47s/it]
100%|█████████▉| 9953/10000 [3:10:52<01:07,  1.43s/it]
100%|█████████▉| 9954/10000 [3:10:53<01:04,  1.39s/it]
100%|█████████▉| 9955/10000 [3:10:55<01:00,  1.35s/it]
100%|█████████▉| 9956/10000 [3:10:56<00:57,  1.32s/it]
100%|█████████▉| 9957/10000 [3:10:57<00:54,  1.26s/it]
100%|█████████▉| 9958/10000 [3:10:58<00:51,  1.22s/it]
100%|█████████▉| 9959/10000 [3:10:59<00:48,  1.18s/it]
100%|█████████▉| 9960/10000 [3:11:00<00:45,  1.14s/it]
100%|█████████▉| 9961/10000 [3:11:01<00:43,  1.10s/it]
100%|█████████▉| 9962/10000 [3:11:02<00:40,  1.07s/it]
100%|█████████▉| 9963/10000 [3:11:03<00:38,  1.05s/it]
100%|█████████▉| 9964/10000 [3:11:04<00:36,  1.02s/it]
100%|█████████▉| 9965/10000 [3:11:05<00:34,  1.00it/s]
100%|█████████▉| 9966/10000 [3:11:06<00:33,  1.02it/s]
100%|█████████▉| 9967/10000 [3:11:07<00:31,  1.05it/s]
100%|█████████▉| 9968/10000 [3:11:08<00:29,  1.08it/s]
100%|█████████▉| 9969/10000 [3:11:09<00:27,  1.11it/s]
100%|█████████▉| 9970/10000 [3:11:10<00:26,  1.14it/s]
100%|█████████▉| 9971/10000 [3:11:10<00:24,  1.16it/s]
100%|█████████▉| 9972/10000 [3:11:11<00:23,  1.19it/s]
100%|█████████▉| 9973/10000 [3:11:12<00:22,  1.22it/s]
100%|█████████▉| 9974/10000 [3:11:13<00:20,  1.26it/s]
100%|█████████▉| 9975/10000 [3:11:13<00:19,  1.29it/s]
100%|█████████▉| 9976/10000 [3:11:14<00:18,  1.33it/s]
100%|█████████▉| 9977/10000 [3:11:15<00:16,  1.37it/s]
100%|█████████▉| 9978/10000 [3:11:15<00:15,  1.41it/s]
100%|█████████▉| 9979/10000 [3:11:16<00:14,  1.47it/s]
100%|█████████▉| 9980/10000 [3:11:17<00:12,  1.54it/s]
100%|█████████▉| 9981/10000 [3:11:17<00:11,  1.62it/s]
100%|█████████▉| 9982/10000 [3:11:18<00:10,  1.70it/s]
100%|█████████▉| 9983/10000 [3:11:18<00:09,  1.81it/s]
100%|█████████▉| 9984/10000 [3:11:19<00:08,  1.92it/s]
100%|█████████▉| 9985/10000 [3:11:19<00:07,  2.06it/s]
100%|█████████▉| 9986/10000 [3:11:19<00:06,  2.21it/s]
100%|█████████▉| 9987/10000 [3:11:20<00:05,  2.37it/s]
100%|█████████▉| 9988/10000 [3:11:20<00:04,  2.54it/s]
100%|█████████▉| 9989/10000 [3:11:20<00:04,  2.70it/s]
100%|█████████▉| 9990/10000 [3:11:21<00:03,  2.83it/s]
100%|█████████▉| 9991/10000 [3:11:21<00:03,  2.94it/s]
100%|█████████▉| 9992/10000 [3:11:23<00:07,  1.11it/s]
100%|█████████▉| 9993/10000 [3:11:25<00:08,  1.24s/it]
100%|█████████▉| 9994/10000 [3:11:27<00:08,  1.39s/it]
100%|█████████▉| 9995/10000 [3:11:29<00:07,  1.51s/it]
100%|█████████▉| 9996/10000 [3:11:30<00:06,  1.56s/it]
100%|█████████▉| 9997/10000 [3:11:32<00:04,  1.56s/it]
100%|█████████▉| 9998/10000 [3:11:33<00:03,  1.53s/it]
100%|█████████▉| 9999/10000 [3:11:35<00:01,  1.49s/it]
100%|██████████| 10000/10000 [3:11:36<00:00,  1.46s/it]
                                                       

100%|██████████| 10000/10000 [3:11:36<00:00,  1.46s/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 = 2822
  Batch size = 12
{'eval_loss': 0.8274713754653931, 'eval_wer': 0.19024663677130044, 'eval_runtime': 89.6678, 'eval_samples_per_second': 31.472, 'eval_steps_per_second': 2.632, 'epoch': 20.17}
{'loss': 0.2025, 'learning_rate': 4.444444444444445e-08, 'epoch': 21.23}


  0%|          | 0/236 [00:00<?, ?it/s]

  1%|          | 2/236 [00:00<00:42,  5.54it/s]

  1%|▏         | 3/236 [00:00<01:08,  3.41it/s]

  2%|▏         | 4/236 [00:01<01:09,  3.35it/s]

  2%|▏         | 5/236 [00:01<01:12,  3.20it/s]

  3%|▎         | 6/236 [00:01<01:14,  3.09it/s]

  3%|▎         | 7/236 [00:02<01:18,  2.93it/s]

  3%|▎         | 8/236 [00:02<01:19,  2.88it/s]

  4%|▍         | 9/236 [00:02<01:15,  3.02it/s]

  4%|▍         | 10/236 [00:03<01:18,  2.86it/s]

  5%|▍         | 11/236 [00:03<01:23,  2.69it/s]

  5%|▌         | 12/236 [00:03<01:19,  2.83it/s]

  6%|▌         | 13/236 [00:04<01:20,  2.76it/s]

  6%|▌         | 14/236 [00:04<01:23,  2.67it/s]

  6%|▋         | 15/236 [00:05<01:21,  2.70it/s]

  7%|▋         | 16/236 [00:05<01:25,  2.57it/s]

  7%|▋         | 17/236 [00:05<01:25,  2.57it/s]

  8%|▊         | 18/236 [00:06<01:26,  2.52it/s]

  8%|▊         | 19/236 [00:06<01:22,  2.64it/s]

  8%|▊         | 20/236 [00:07<01:27,  2.46it/s]

  9%|▉         | 21/236 [00:07<01:26,  2.50it/s]

  9%|▉         | 22/236 [00:07<01:25,  2.49it/s]

 10%|▉         | 23/236 [00:08<01:21,  2.61it/s]

 10%|█         | 24/236 [00:08<01:17,  2.75it/s]

 11%|█         | 25/236 [00:08<01:11,  2.97it/s]

 11%|█         | 26/236 [00:09<01:15,  2.77it/s]

 11%|█▏        | 27/236 [00:09<01:11,  2.91it/s]

 12%|█▏        | 28/236 [00:09<01:11,  2.93it/s]

 12%|█▏        | 29/236 [00:10<01:09,  2.99it/s]

 13%|█▎        | 30/236 [00:10<01:07,  3.04it/s]

 13%|█▎        | 31/236 [00:10<01:11,  2.85it/s]

 14%|█▎        | 32/236 [00:11<01:19,  2.58it/s]

 14%|█▍        | 33/236 [00:11<01:20,  2.51it/s]

 14%|█▍        | 34/236 [00:12<01:17,  2.60it/s]

 15%|█▍        | 35/236 [00:12<01:15,  2.65it/s]

 15%|█▌        | 36/236 [00:12<01:16,  2.62it/s]

 16%|█▌        | 37/236 [00:13<01:16,  2.61it/s]

 16%|█▌        | 38/236 [00:13<01:10,  2.80it/s]

 17%|█▋        | 39/236 [00:14<01:16,  2.59it/s]

 17%|█▋        | 40/236 [00:14<01:19,  2.46it/s]

 17%|█▋        | 41/236 [00:14<01:19,  2.44it/s]

 18%|█▊        | 42/236 [00:15<01:23,  2.31it/s]

 18%|█▊        | 43/236 [00:15<01:23,  2.32it/s]

 19%|█▊        | 44/236 [00:16<01:21,  2.36it/s]

 19%|█▉        | 45/236 [00:16<01:17,  2.47it/s]

 19%|█▉        | 46/236 [00:17<01:17,  2.45it/s]

 20%|█▉        | 47/236 [00:17<01:19,  2.37it/s]

 20%|██        | 48/236 [00:17<01:14,  2.52it/s]

 21%|██        | 49/236 [00:18<01:20,  2.31it/s]

 21%|██        | 50/236 [00:18<01:19,  2.35it/s]

 22%|██▏       | 51/236 [00:19<01:15,  2.46it/s]

 22%|██▏       | 52/236 [00:19<01:13,  2.52it/s]

 22%|██▏       | 53/236 [00:20<01:18,  2.32it/s]

 23%|██▎       | 54/236 [00:20<01:15,  2.41it/s]

 23%|██▎       | 55/236 [00:20<01:11,  2.51it/s]

 24%|██▎       | 56/236 [00:21<01:12,  2.48it/s]

 24%|██▍       | 57/236 [00:21<01:12,  2.47it/s]

 25%|██▍       | 58/236 [00:21<01:09,  2.55it/s]

 25%|██▌       | 59/236 [00:22<01:08,  2.60it/s]

 25%|██▌       | 60/236 [00:22<01:09,  2.52it/s]

 26%|██▌       | 61/236 [00:23<01:07,  2.61it/s]

 26%|██▋       | 62/236 [00:23<01:04,  2.70it/s]

 27%|██▋       | 63/236 [00:23<01:06,  2.59it/s]

 27%|██▋       | 64/236 [00:24<01:07,  2.54it/s]

 28%|██▊       | 65/236 [00:24<01:08,  2.51it/s]

 28%|██▊       | 66/236 [00:25<01:03,  2.66it/s]

 28%|██▊       | 67/236 [00:25<00:59,  2.82it/s]

 29%|██▉       | 68/236 [00:25<00:58,  2.89it/s]

 29%|██▉       | 69/236 [00:25<00:55,  3.00it/s]

 30%|██▉       | 70/236 [00:26<00:53,  3.12it/s]

 30%|███       | 71/236 [00:26<00:57,  2.87it/s]

 31%|███       | 72/236 [00:27<00:57,  2.85it/s]

 31%|███       | 73/236 [00:27<01:03,  2.55it/s]

 31%|███▏      | 74/236 [00:27<01:06,  2.43it/s]

 32%|███▏      | 75/236 [00:28<01:06,  2.42it/s]

 32%|███▏      | 76/236 [00:28<01:05,  2.43it/s]

 33%|███▎      | 77/236 [00:29<01:04,  2.46it/s]

 33%|███▎      | 78/236 [00:29<00:59,  2.65it/s]

 33%|███▎      | 79/236 [00:29<01:02,  2.52it/s]

 34%|███▍      | 80/236 [00:30<01:02,  2.50it/s]

 34%|███▍      | 81/236 [00:30<01:01,  2.52it/s]

 35%|███▍      | 82/236 [00:31<01:00,  2.55it/s]

 35%|███▌      | 83/236 [00:31<00:55,  2.76it/s]

 36%|███▌      | 84/236 [00:31<00:52,  2.89it/s]

 36%|███▌      | 85/236 [00:32<00:50,  3.01it/s]

 36%|███▋      | 86/236 [00:32<00:47,  3.17it/s]

 37%|███▋      | 87/236 [00:32<00:49,  3.00it/s]

 37%|███▋      | 88/236 [00:32<00:48,  3.02it/s]

 38%|███▊      | 89/236 [00:33<00:51,  2.83it/s]

 38%|███▊      | 90/236 [00:33<00:52,  2.78it/s]

 39%|███▊      | 91/236 [00:34<00:55,  2.60it/s]

 39%|███▉      | 92/236 [00:34<00:51,  2.78it/s]

 39%|███▉      | 93/236 [00:34<00:48,  2.93it/s]

 40%|███▉      | 94/236 [00:35<00:46,  3.04it/s]

 40%|████      | 95/236 [00:35<00:49,  2.82it/s]

 41%|████      | 96/236 [00:35<00:48,  2.88it/s]

 41%|████      | 97/236 [00:36<00:45,  3.02it/s]

 42%|████▏     | 98/236 [00:36<00:46,  2.94it/s]

 42%|████▏     | 99/236 [00:36<00:51,  2.64it/s]

 42%|████▏     | 100/236 [00:37<00:52,  2.61it/s]

 43%|████▎     | 101/236 [00:37<00:53,  2.52it/s]

 43%|████▎     | 102/236 [00:38<00:50,  2.66it/s]

 44%|████▎     | 103/236 [00:38<00:48,  2.76it/s]

 44%|████▍     | 104/236 [00:38<00:50,  2.63it/s]

 44%|████▍     | 105/236 [00:39<00:46,  2.83it/s]

 45%|████▍     | 106/236 [00:39<00:46,  2.80it/s]

 45%|████▌     | 107/236 [00:39<00:46,  2.80it/s]

 46%|████▌     | 108/236 [00:40<00:50,  2.53it/s]

 46%|████▌     | 109/236 [00:40<00:51,  2.46it/s]

 47%|████▋     | 110/236 [00:41<00:47,  2.66it/s]

 47%|████▋     | 111/236 [00:41<00:44,  2.81it/s]

 47%|████▋     | 112/236 [00:41<00:45,  2.74it/s]

 48%|████▊     | 113/236 [00:42<00:44,  2.74it/s]

 48%|████▊     | 114/236 [00:42<00:45,  2.67it/s]

 49%|████▊     | 115/236 [00:42<00:43,  2.78it/s]

 49%|████▉     | 116/236 [00:43<00:42,  2.83it/s]

 50%|████▉     | 117/236 [00:43<00:43,  2.71it/s]

 50%|█████     | 118/236 [00:43<00:42,  2.81it/s]

 50%|█████     | 119/236 [00:44<00:41,  2.83it/s]

 51%|█████     | 120/236 [00:44<00:39,  2.91it/s]

 51%|█████▏    | 121/236 [00:45<00:41,  2.77it/s]

 52%|█████▏    | 122/236 [00:45<00:43,  2.63it/s]

 52%|█████▏    | 123/236 [00:45<00:41,  2.72it/s]

 53%|█████▎    | 124/236 [00:46<00:41,  2.72it/s]

 53%|█████▎    | 125/236 [00:46<00:40,  2.76it/s]

 53%|█████▎    | 126/236 [00:46<00:38,  2.84it/s]

 54%|█████▍    | 127/236 [00:47<00:40,  2.71it/s]

 54%|█████▍    | 128/236 [00:47<00:40,  2.63it/s]

 55%|█████▍    | 129/236 [00:47<00:37,  2.84it/s]

 55%|█████▌    | 130/236 [00:48<00:35,  2.96it/s]

 56%|█████▌    | 131/236 [00:48<00:36,  2.87it/s]

 56%|█████▌    | 132/236 [00:48<00:34,  2.99it/s]

 56%|█████▋    | 133/236 [00:49<00:37,  2.74it/s]

 57%|█████▋    | 134/236 [00:49<00:37,  2.70it/s]

 57%|█████▋    | 135/236 [00:50<00:36,  2.78it/s]

 58%|█████▊    | 136/236 [00:50<00:38,  2.61it/s]

 58%|█████▊    | 137/236 [00:50<00:37,  2.61it/s]

 58%|█████▊    | 138/236 [00:51<00:38,  2.54it/s]

 59%|█████▉    | 139/236 [00:51<00:35,  2.70it/s]

 59%|█████▉    | 140/236 [00:51<00:34,  2.82it/s]

 60%|█████▉    | 141/236 [00:52<00:35,  2.69it/s]

 60%|██████    | 142/236 [00:52<00:36,  2.59it/s]

 61%|██████    | 143/236 [00:53<00:38,  2.41it/s]

 61%|██████    | 144/236 [00:53<00:36,  2.51it/s]

 61%|██████▏   | 145/236 [00:54<00:36,  2.47it/s]

 62%|██████▏   | 146/236 [00:54<00:35,  2.55it/s]

 62%|██████▏   | 147/236 [00:54<00:35,  2.54it/s]

 63%|██████▎   | 148/236 [00:55<00:34,  2.56it/s]

 63%|██████▎   | 149/236 [00:55<00:32,  2.67it/s]

 64%|██████▎   | 150/236 [00:55<00:30,  2.84it/s]

 64%|██████▍   | 151/236 [00:56<00:31,  2.73it/s]

 64%|██████▍   | 152/236 [00:56<00:29,  2.81it/s]

 65%|██████▍   | 153/236 [00:56<00:29,  2.77it/s]

 65%|██████▌   | 154/236 [00:57<00:29,  2.73it/s]

 66%|██████▌   | 155/236 [00:57<00:29,  2.74it/s]

 66%|██████▌   | 156/236 [00:58<00:32,  2.49it/s]

 67%|██████▋   | 157/236 [00:58<00:33,  2.34it/s]

 67%|██████▋   | 158/236 [00:59<00:32,  2.40it/s]

 67%|██████▋   | 159/236 [00:59<00:29,  2.62it/s]

 68%|██████▊   | 160/236 [00:59<00:29,  2.61it/s]

 68%|██████▊   | 161/236 [01:00<00:28,  2.64it/s]

 69%|██████▊   | 162/236 [01:00<00:26,  2.81it/s]

 69%|██████▉   | 163/236 [01:00<00:25,  2.86it/s]

 69%|██████▉   | 164/236 [01:01<00:23,  3.06it/s]

 70%|██████▉   | 165/236 [01:01<00:22,  3.15it/s]

 70%|███████   | 166/236 [01:01<00:22,  3.08it/s]

 71%|███████   | 167/236 [01:02<00:23,  2.90it/s]

 71%|███████   | 168/236 [01:02<00:23,  2.86it/s]

 72%|███████▏  | 169/236 [01:02<00:23,  2.81it/s]

 72%|███████▏  | 170/236 [01:03<00:26,  2.48it/s]

 72%|███████▏  | 171/236 [01:03<00:23,  2.71it/s]

 73%|███████▎  | 172/236 [01:03<00:23,  2.78it/s]

 73%|███████▎  | 173/236 [01:04<00:24,  2.60it/s]

 74%|███████▎  | 174/236 [01:04<00:25,  2.43it/s]

 74%|███████▍  | 175/236 [01:05<00:24,  2.51it/s]

 75%|███████▍  | 176/236 [01:05<00:23,  2.55it/s]

 75%|███████▌  | 177/236 [01:05<00:21,  2.80it/s]

 75%|███████▌  | 178/236 [01:06<00:21,  2.74it/s]

 76%|███████▌  | 179/236 [01:06<00:21,  2.67it/s]

 76%|███████▋  | 180/236 [01:06<00:20,  2.74it/s]

 77%|███████▋  | 181/236 [01:07<00:21,  2.56it/s]

 77%|███████▋  | 182/236 [01:07<00:21,  2.53it/s]

 78%|███████▊  | 183/236 [01:08<00:19,  2.72it/s]

 78%|███████▊  | 184/236 [01:08<00:19,  2.65it/s]

 78%|███████▊  | 185/236 [01:08<00:18,  2.69it/s]

 79%|███████▉  | 186/236 [01:09<00:19,  2.59it/s]

 79%|███████▉  | 187/236 [01:09<00:18,  2.66it/s]

 80%|███████▉  | 188/236 [01:10<00:18,  2.67it/s]

 80%|████████  | 189/236 [01:10<00:17,  2.69it/s]

 81%|████████  | 190/236 [01:10<00:18,  2.42it/s]

 81%|████████  | 191/236 [01:11<00:17,  2.52it/s]

 81%|████████▏ | 192/236 [01:11<00:15,  2.82it/s]

 82%|████████▏ | 193/236 [01:11<00:16,  2.66it/s]

 82%|████████▏ | 194/236 [01:12<00:16,  2.50it/s]

 83%|████████▎ | 195/236 [01:12<00:13,  2.96it/s]

 83%|████████▎ | 196/236 [01:12<00:13,  3.08it/s]

 83%|████████▎ | 197/236 [01:13<00:12,  3.07it/s]

 84%|████████▍ | 198/236 [01:13<00:13,  2.79it/s]

 84%|████████▍ | 199/236 [01:14<00:13,  2.69it/s]

 85%|████████▍ | 200/236 [01:14<00:13,  2.70it/s]

 85%|████████▌ | 201/236 [01:14<00:14,  2.49it/s]

 86%|████████▌ | 202/236 [01:15<00:13,  2.44it/s]

 86%|████████▌ | 203/236 [01:15<00:12,  2.71it/s]

 86%|████████▋ | 204/236 [01:15<00:11,  2.77it/s]

 87%|████████▋ | 205/236 [01:16<00:11,  2.72it/s]

 87%|████████▋ | 206/236 [01:16<00:10,  2.89it/s]

 88%|████████▊ | 207/236 [01:16<00:09,  3.14it/s]

 88%|████████▊ | 208/236 [01:17<00:09,  2.93it/s]

 89%|████████▊ | 209/236 [01:17<00:09,  2.75it/s]

 89%|████████▉ | 210/236 [01:18<00:10,  2.56it/s]

 89%|████████▉ | 211/236 [01:18<00:10,  2.40it/s]

 90%|████████▉ | 212/236 [01:18<00:09,  2.53it/s]

 90%|█████████ | 213/236 [01:19<00:08,  2.72it/s]

 91%|█████████ | 214/236 [01:19<00:08,  2.74it/s]

 91%|█████████ | 215/236 [01:20<00:07,  2.70it/s]

 92%|█████████▏| 216/236 [01:20<00:07,  2.85it/s]

 92%|█████████▏| 217/236 [01:20<00:07,  2.58it/s]

 92%|█████████▏| 218/236 [01:21<00:06,  2.88it/s]

 93%|█████████▎| 219/236 [01:21<00:05,  3.02it/s]

 93%|█████████▎| 220/236 [01:21<00:05,  2.77it/s]

 94%|█████████▎| 221/236 [01:22<00:05,  2.77it/s]

 94%|█████████▍| 222/236 [01:22<00:05,  2.56it/s]

 94%|█████████▍| 223/236 [01:22<00:05,  2.59it/s]

 95%|█████████▍| 224/236 [01:23<00:04,  2.41it/s]

 95%|█████████▌| 225/236 [01:23<00:04,  2.51it/s]

 96%|█████████▌| 226/236 [01:24<00:03,  2.51it/s]

 96%|█████████▌| 227/236 [01:24<00:03,  2.65it/s]

 97%|█████████▋| 228/236 [01:24<00:03,  2.65it/s]

 97%|█████████▋| 229/236 [01:25<00:02,  2.55it/s]

 97%|█████████▋| 230/236 [01:25<00:02,  2.68it/s]

 98%|█████████▊| 231/236 [01:26<00:01,  2.62it/s]

 98%|█████████▊| 232/236 [01:26<00:01,  2.61it/s]

 99%|█████████▊| 233/236 [01:26<00:01,  2.72it/s]

 99%|█████████▉| 234/236 [01:27<00:00,  2.90it/s]

100%|█████████▉| 235/236 [01:27<00:00,  2.69it/s]
                                                       

                                                 

100%|██████████| 10000/10000 [3:13:06<00:00,  1.46s/it]

100%|██████████| 236/236 [01:29<00:00,  2.69it/s]

                                                 Saving model checkpoint to experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-10000
Configuration saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-10000/config.json
Model weights saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-10000/pytorch_model.bin
Feature extractor saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-10000/preprocessor_config.json
Deleting older checkpoint [experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/checkpoint-9000] due to args.save_total_limit


Training completed. Do not forget to share your model on huggingface.co/models =)



                                                       

100%|██████████| 10000/10000 [3:13:18<00:00,  1.46s/it]
100%|██████████| 10000/10000 [3:13:18<00:00,  1.16s/it]
Saving model checkpoint to experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/
Configuration saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/config.json
Model weights saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/pytorch_model.bin
Feature extractor saved in experiments/results/bs_exp/linear/wav2vec2-xls-r-300m/uwb_atcc/0.0ld_0.0ad_0.0attd_0.05fpd_0.075mtp_12mtl_0.0mfp_12mfl_1acc/preprocessor_config.json
{'eval_loss': 0.84695965051651, 'eval_wer': 0.18976083707025412, 'eval_runtime': 89.481, 'eval_samples_per_second': 31.537, 'eval_steps_per_second': 2.637, 'epoch': 21.23}
{'train_runtime': 11598.0436, 'train_samples_per_second': 20.693, 'train_steps_per_second': 0.862, 'train_loss': 0.6778903991699219, 'epoch': 21.23}
***** train metrics *****
  epoch                    =      21.23
  train_loss               =     0.6779
  train_runtime            = 3:13:18.04
  train_samples            =      11291
  train_samples_per_second =     20.693
  train_steps_per_second   =      0.862
11/28/2022 11:21:38 - 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 = 2822
  Batch size = 12

  0%|          | 0/236 [00:00<?, ?it/s]
  1%|          | 2/236 [00:00<00:43,  5.36it/s]
  1%|▏         | 3/236 [00:00<01:13,  3.18it/s]
  2%|▏         | 4/236 [00:01<01:14,  3.13it/s]
  2%|▏         | 5/236 [00:01<01:16,  3.01it/s]
  3%|▎         | 6/236 [00:01<01:19,  2.90it/s]
  3%|▎         | 7/236 [00:02<01:23,  2.74it/s]
  3%|▎         | 8/236 [00:02<01:24,  2.69it/s]
  4%|▍         | 9/236 [00:03<01:20,  2.82it/s]
  4%|▍         | 10/236 [00:03<01:24,  2.67it/s]
  5%|▍         | 11/236 [00:03<01:29,  2.52it/s]
  5%|▌         | 12/236 [00:04<01:24,  2.66it/s]
  6%|▌         | 13/236 [00:04<01:26,  2.59it/s]
  6%|▌         | 14/236 [00:05<01:28,  2.51it/s]
  6%|▋         | 15/236 [00:05<01:26,  2.56it/s]
  7%|▋         | 16/236 [00:05<01:30,  2.42it/s]
  7%|▋         | 17/236 [00:06<01:30,  2.41it/s]
  8%|▊         | 18/236 [00:06<01:31,  2.38it/s]
  8%|▊         | 19/236 [00:07<01:27,  2.49it/s]
  8%|▊         | 20/236 [00:07<01:34,  2.28it/s]
  9%|▉         | 21/236 [00:08<01:31,  2.35it/s]
  9%|▉         | 22/236 [00:08<01:31,  2.35it/s]
 10%|▉         | 23/236 [00:08<01:25,  2.49it/s]
 10%|█         | 24/236 [00:09<01:20,  2.64it/s]
 11%|█         | 25/236 [00:09<01:14,  2.83it/s]
 11%|█         | 26/236 [00:09<01:19,  2.63it/s]
 11%|█▏        | 27/236 [00:10<01:15,  2.76it/s]
 12%|█▏        | 28/236 [00:10<01:14,  2.81it/s]
 12%|█▏        | 29/236 [00:10<01:12,  2.84it/s]
 13%|█▎        | 30/236 [00:11<01:11,  2.90it/s]
 13%|█▎        | 31/236 [00:11<01:14,  2.74it/s]
 14%|█▎        | 32/236 [00:12<01:22,  2.48it/s]
 14%|█▍        | 33/236 [00:12<01:23,  2.42it/s]
 14%|█▍        | 34/236 [00:12<01:21,  2.47it/s]
 15%|█▍        | 35/236 [00:13<01:19,  2.54it/s]
 15%|█▌        | 36/236 [00:13<01:19,  2.53it/s]
 16%|█▌        | 37/236 [00:14<01:20,  2.47it/s]
 16%|█▌        | 38/236 [00:14<01:15,  2.63it/s]
 17%|█▋        | 39/236 [00:14<01:20,  2.44it/s]
 17%|█▋        | 40/236 [00:15<01:24,  2.32it/s]
 17%|█▋        | 41/236 [00:15<01:25,  2.29it/s]
 18%|█▊        | 42/236 [00:16<01:28,  2.19it/s]
 18%|█▊        | 43/236 [00:16<01:27,  2.21it/s]
 19%|█▊        | 44/236 [00:17<01:26,  2.22it/s]
 19%|█▉        | 45/236 [00:17<01:20,  2.36it/s]
 19%|█▉        | 46/236 [00:18<01:21,  2.34it/s]
 20%|█▉        | 47/236 [00:18<01:22,  2.29it/s]
 20%|██        | 48/236 [00:18<01:17,  2.44it/s]
 21%|██        | 49/236 [00:19<01:25,  2.19it/s]
 21%|██        | 50/236 [00:19<01:23,  2.23it/s]
 22%|██▏       | 51/236 [00:20<01:18,  2.35it/s]
 22%|██▏       | 52/236 [00:20<01:14,  2.46it/s]
 22%|██▏       | 53/236 [00:21<01:19,  2.30it/s]
 23%|██▎       | 54/236 [00:21<01:16,  2.38it/s]
 23%|██▎       | 55/236 [00:21<01:12,  2.50it/s]
 24%|██▎       | 56/236 [00:22<01:12,  2.47it/s]
 24%|██▍       | 57/236 [00:22<01:12,  2.47it/s]
 25%|██▍       | 58/236 [00:23<01:10,  2.53it/s]
 25%|██▌       | 59/236 [00:23<01:09,  2.56it/s]
 25%|██▌       | 60/236 [00:23<01:10,  2.49it/s]
 26%|██▌       | 61/236 [00:24<01:07,  2.59it/s]
 26%|██▋       | 62/236 [00:24<01:04,  2.70it/s]
 27%|██▋       | 63/236 [00:25<01:11,  2.43it/s]
 27%|██▋       | 64/236 [00:25<01:11,  2.39it/s]
 28%|██▊       | 65/236 [00:25<01:11,  2.39it/s]
 28%|██▊       | 66/236 [00:26<01:06,  2.54it/s]
 28%|██▊       | 67/236 [00:26<01:02,  2.72it/s]
 29%|██▉       | 68/236 [00:26<00:59,  2.81it/s]
 29%|██▉       | 69/236 [00:27<00:57,  2.92it/s]
 30%|██▉       | 70/236 [00:27<00:54,  3.04it/s]
 30%|███       | 71/236 [00:27<00:58,  2.82it/s]
 31%|███       | 72/236 [00:28<00:58,  2.79it/s]
 31%|███       | 73/236 [00:28<01:04,  2.52it/s]
 31%|███▏      | 74/236 [00:29<01:06,  2.42it/s]
 32%|███▏      | 75/236 [00:29<01:06,  2.40it/s]
 32%|███▏      | 76/236 [00:29<01:06,  2.41it/s]
 33%|███▎      | 77/236 [00:30<01:05,  2.43it/s]
 33%|███▎      | 78/236 [00:30<01:00,  2.62it/s]
 33%|███▎      | 79/236 [00:31<01:02,  2.49it/s]
 34%|███▍      | 80/236 [00:31<01:03,  2.47it/s]
 34%|███▍      | 81/236 [00:31<01:02,  2.48it/s]
 35%|███▍      | 82/236 [00:32<01:01,  2.49it/s]
 35%|███▌      | 83/236 [00:32<00:56,  2.69it/s]
 36%|███▌      | 84/236 [00:32<00:53,  2.83it/s]
 36%|███▌      | 85/236 [00:33<00:51,  2.93it/s]
 36%|███▋      | 86/236 [00:33<00:48,  3.10it/s]
 37%|███▋      | 87/236 [00:33<00:50,  2.94it/s]
 37%|███▋      | 88/236 [00:34<00:50,  2.96it/s]
 38%|███▊      | 89/236 [00:34<00:52,  2.78it/s]
 38%|███▊      | 90/236 [00:35<00:53,  2.72it/s]
 39%|███▊      | 91/236 [00:35<00:56,  2.56it/s]
 39%|███▉      | 92/236 [00:35<00:52,  2.74it/s]
 39%|███▉      | 93/236 [00:36<00:49,  2.87it/s]
 40%|███▉      | 94/236 [00:36<00:47,  3.00it/s]
 40%|████      | 95/236 [00:36<00:50,  2.80it/s]
 41%|████      | 96/236 [00:37<00:48,  2.87it/s]
 41%|████      | 97/236 [00:37<00:46,  2.99it/s]
 42%|████▏     | 98/236 [00:37<00:47,  2.89it/s]
 42%|████▏     | 99/236 [00:38<00:53,  2.58it/s]
 42%|████▏     | 100/236 [00:38<00:53,  2.55it/s]
 43%|████▎     | 101/236 [00:39<00:54,  2.47it/s]
 43%|████▎     | 102/236 [00:39<00:51,  2.59it/s]
 44%|████▎     | 103/236 [00:39<00:50,  2.66it/s]
 44%|████▍     | 104/236 [00:40<00:52,  2.52it/s]
 44%|████▍     | 105/236 [00:40<00:48,  2.71it/s]
 45%|████▍     | 106/236 [00:41<00:48,  2.68it/s]
 45%|████▌     | 107/236 [00:41<00:48,  2.67it/s]
 46%|████▌     | 108/236 [00:41<00:52,  2.44it/s]
 46%|████▌     | 109/236 [00:42<00:53,  2.39it/s]
 47%|████▋     | 110/236 [00:42<00:48,  2.60it/s]
 47%|████▋     | 111/236 [00:42<00:45,  2.76it/s]
 47%|████▋     | 112/236 [00:43<00:45,  2.70it/s]
 48%|████▊     | 113/236 [00:43<00:45,  2.70it/s]
 48%|████▊     | 114/236 [00:44<00:45,  2.65it/s]
 49%|████▊     | 115/236 [00:44<00:43,  2.76it/s]
 49%|████▉     | 116/236 [00:44<00:43,  2.78it/s]
 50%|████▉     | 117/236 [00:45<00:44,  2.68it/s]
 50%|█████     | 118/236 [00:45<00:42,  2.77it/s]
 50%|█████     | 119/236 [00:45<00:41,  2.80it/s]
 51%|█████     | 120/236 [00:46<00:40,  2.88it/s]
 51%|█████▏    | 121/236 [00:46<00:41,  2.78it/s]
 52%|█████▏    | 122/236 [00:46<00:43,  2.65it/s]
 52%|█████▏    | 123/236 [00:47<00:41,  2.74it/s]
 53%|█████▎    | 124/236 [00:47<00:41,  2.73it/s]
 53%|█████▎    | 125/236 [00:48<00:40,  2.76it/s]
 53%|█████▎    | 126/236 [00:48<00:38,  2.83it/s]
 54%|█████▍    | 127/236 [00:48<00:40,  2.72it/s]
 54%|█████▍    | 128/236 [00:49<00:40,  2.65it/s]
 55%|█████▍    | 129/236 [00:49<00:37,  2.85it/s]
 55%|█████▌    | 130/236 [00:49<00:36,  2.94it/s]
 56%|█████▌    | 131/236 [00:50<00:36,  2.86it/s]
 56%|█████▌    | 132/236 [00:50<00:34,  2.99it/s]
 56%|█████▋    | 133/236 [00:50<00:37,  2.73it/s]
 57%|█████▋    | 134/236 [00:51<00:37,  2.69it/s]
 57%|█████▋    | 135/236 [00:51<00:36,  2.78it/s]
 58%|█████▊    | 136/236 [00:52<00:38,  2.61it/s]
 58%|█████▊    | 137/236 [00:52<00:37,  2.61it/s]
 58%|█████▊    | 138/236 [00:52<00:38,  2.55it/s]
 59%|█████▉    | 139/236 [00:53<00:35,  2.73it/s]
 59%|█████▉    | 140/236 [00:53<00:33,  2.85it/s]
 60%|█████▉    | 141/236 [00:53<00:35,  2.71it/s]
 60%|██████    | 142/236 [00:54<00:35,  2.64it/s]
 61%|██████    | 143/236 [00:54<00:37,  2.47it/s]
 61%|██████    | 144/236 [00:55<00:36,  2.55it/s]
 61%|██████▏   | 145/236 [00:55<00:36,  2.52it/s]
 62%|██████▏   | 146/236 [00:55<00:34,  2.60it/s]
 62%|██████▏   | 147/236 [00:56<00:34,  2.59it/s]
 63%|██████▎   | 148/236 [00:56<00:33,  2.63it/s]
 63%|██████▎   | 149/236 [00:56<00:31,  2.73it/s]
 64%|██████▎   | 150/236 [00:57<00:29,  2.90it/s]
 64%|██████▍   | 151/236 [00:57<00:30,  2.81it/s]
 64%|██████▍   | 152/236 [00:57<00:29,  2.90it/s]
 65%|██████▍   | 153/236 [00:58<00:29,  2.84it/s]
 65%|██████▌   | 154/236 [00:58<00:29,  2.82it/s]
 66%|██████▌   | 155/236 [00:59<00:28,  2.83it/s]
 66%|██████▌   | 156/236 [00:59<00:31,  2.57it/s]
 67%|██████▋   | 157/236 [00:59<00:32,  2.42it/s]
 67%|██████▋   | 158/236 [01:00<00:31,  2.46it/s]
 67%|██████▋   | 159/236 [01:00<00:28,  2.69it/s]
 68%|██████▊   | 160/236 [01:01<00:28,  2.69it/s]
 68%|██████▊   | 161/236 [01:01<00:27,  2.69it/s]
 69%|██████▊   | 162/236 [01:01<00:25,  2.87it/s]
 69%|██████▉   | 163/236 [01:02<00:24,  2.93it/s]
 69%|██████▉   | 164/236 [01:02<00:23,  3.13it/s]
 70%|██████▉   | 165/236 [01:02<00:21,  3.23it/s]
 70%|███████   | 166/236 [01:02<00:22,  3.17it/s]
 71%|███████   | 167/236 [01:03<00:23,  2.98it/s]
 71%|███████   | 168/236 [01:03<00:23,  2.95it/s]
 72%|███████▏  | 169/236 [01:03<00:23,  2.90it/s]
 72%|███████▏  | 170/236 [01:04<00:25,  2.55it/s]
 72%|███████▏  | 171/236 [01:04<00:23,  2.79it/s]
 73%|███████▎  | 172/236 [01:05<00:22,  2.83it/s]
 73%|███████▎  | 173/236 [01:05<00:23,  2.64it/s]
 74%|███████▎  | 174/236 [01:06<00:25,  2.47it/s]
 74%|███████▍  | 175/236 [01:06<00:23,  2.55it/s]
 75%|███████▍  | 176/236 [01:06<00:23,  2.60it/s]
 75%|███████▌  | 177/236 [01:07<00:20,  2.85it/s]
 75%|███████▌  | 178/236 [01:07<00:20,  2.79it/s]
 76%|███████▌  | 179/236 [01:07<00:21,  2.71it/s]
 76%|███████▋  | 180/236 [01:08<00:20,  2.79it/s]
 77%|███████▋  | 181/236 [01:08<00:20,  2.63it/s]
 77%|███████▋  | 182/236 [01:08<00:20,  2.59it/s]
 78%|███████▊  | 183/236 [01:09<00:19,  2.78it/s]
 78%|███████▊  | 184/236 [01:09<00:19,  2.70it/s]
 78%|███████▊  | 185/236 [01:09<00:18,  2.74it/s]
 79%|███████▉  | 186/236 [01:10<00:18,  2.64it/s]
 79%|███████▉  | 187/236 [01:10<00:18,  2.72it/s]
 80%|███████▉  | 188/236 [01:11<00:17,  2.71it/s]
 80%|████████  | 189/236 [01:11<00:17,  2.74it/s]
 81%|████████  | 190/236 [01:11<00:18,  2.48it/s]
 81%|████████  | 191/236 [01:12<00:17,  2.59it/s]
 81%|████████▏ | 192/236 [01:12<00:15,  2.90it/s]
 82%|████████▏ | 193/236 [01:12<00:15,  2.75it/s]
 82%|████████▏ | 194/236 [01:13<00:16,  2.55it/s]
 83%|████████▎ | 195/236 [01:13<00:13,  3.01it/s]
 83%|████████▎ | 196/236 [01:13<00:12,  3.09it/s]
 83%|████████▎ | 197/236 [01:14<00:12,  3.12it/s]
 84%|████████▍ | 198/236 [01:14<00:13,  2.87it/s]
 84%|████████▍ | 199/236 [01:15<00:13,  2.75it/s]
 85%|████████▍ | 200/236 [01:15<00:13,  2.74it/s]
 85%|████████▌ | 201/236 [01:15<00:13,  2.53it/s]
 86%|████████▌ | 202/236 [01:16<00:13,  2.47it/s]
 86%|████████▌ | 203/236 [01:16<00:12,  2.73it/s]
 86%|████████▋ | 204/236 [01:16<00:11,  2.82it/s]
 87%|████████▋ | 205/236 [01:17<00:11,  2.75it/s]
 87%|████████▋ | 206/236 [01:17<00:10,  2.92it/s]
 88%|████████▊ | 207/236 [01:17<00:09,  3.17it/s]
 88%|████████▊ | 208/236 [01:18<00:09,  2.94it/s]
 89%|████████▊ | 209/236 [01:18<00:09,  2.76it/s]
 89%|████████▉ | 210/236 [01:19<00:10,  2.58it/s]
 89%|████████▉ | 211/236 [01:19<00:10,  2.41it/s]
 90%|████████▉ | 212/236 [01:19<00:09,  2.54it/s]
 90%|█████████ | 213/236 [01:20<00:08,  2.73it/s]
 91%|█████████ | 214/236 [01:20<00:07,  2.77it/s]
 91%|█████████ | 215/236 [01:20<00:07,  2.70it/s]
 92%|█████████▏| 216/236 [01:21<00:06,  2.87it/s]
 92%|█████████▏| 217/236 [01:21<00:07,  2.59it/s]
 92%|█████████▏| 218/236 [01:22<00:06,  2.88it/s]
 93%|█████████▎| 219/236 [01:22<00:05,  3.02it/s]
 93%|█████████▎| 220/236 [01:22<00:05,  2.78it/s]
 94%|█████████▎| 221/236 [01:23<00:05,  2.77it/s]
 94%|█████████▍| 222/236 [01:23<00:05,  2.57it/s]
 94%|█████████▍| 223/236 [01:23<00:05,  2.58it/s]
 95%|█████████▍| 224/236 [01:24<00:04,  2.41it/s]
 95%|█████████▌| 225/236 [01:24<00:04,  2.51it/s]
 96%|█████████▌| 226/236 [01:25<00:04,  2.50it/s]
 96%|█████████▌| 227/236 [01:25<00:03,  2.63it/s]
 97%|█████████▋| 228/236 [01:25<00:02,  2.67it/s]
 97%|█████████▋| 229/236 [01:26<00:02,  2.60it/s]
 97%|█████████▋| 230/236 [01:26<00:02,  2.72it/s]
 98%|█████████▊| 231/236 [01:26<00:01,  2.65it/s]
 98%|█████████▊| 232/236 [01:27<00:01,  2.62it/s]
 99%|█████████▊| 233/236 [01:27<00:01,  2.73it/s]
 99%|█████████▉| 234/236 [01:27<00:00,  2.99it/s]
100%|█████████▉| 235/236 [01:28<00:00,  2.82it/s]
100%|██████████| 236/236 [01:29<00:00,  2.63it/s]
Dropping the following result as it does not have all the necessary fields:
{'metrics': [{'name': 'Wer', 'type': 'wer', 'value': 0.18976083707025412}]}
***** eval metrics *****
  epoch                   =      21.23
  eval_loss               =      0.847
  eval_runtime            = 0:01:30.27
  eval_samples            =       2822
  eval_samples_per_second =     31.259
  eval_steps_per_second   =      2.614
  eval_wer                =     0.1898
# Accounting: time=11724 threads=1
# Finished at Mon 28 Nov 11:23:10 CET 2022 with status 0